warning: commands will be executed using /bin/sh
job 2539 at Fri Mar 28 23:13:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140324/YutaMouse20-140324/YutaMouse20-140324
ElecNo	5
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 2720463 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 906821 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 47740 members 
Mstep: Class 3 contains 47759 members 
Mstep: Class 4 contains 47493 members 
Mstep: Class 5 contains 47681 members 
Mstep: Class 6 contains 47604 members 
Mstep: Class 7 contains 47747 members 
Mstep: Class 8 contains 47751 members 
Mstep: Class 9 contains 47446 members 
Mstep: Class 10 contains 47679 members 
Mstep: Class 11 contains 48186 members 
Mstep: Class 12 contains 47403 members 
Mstep: Class 13 contains 47788 members 
Mstep: Class 14 contains 47921 members 
Mstep: Class 15 contains 47779 members 
Mstep: Class 16 contains 48006 members 
Mstep: Class 17 contains 47507 members 
Mstep: Class 18 contains 47400 members 
Mstep: Class 19 contains 47884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 644.854370 but Gain 3401.988281
Score: -117593288.000000 Penalty: 61235.812500
Iteration 0F: 19 clusters Score -1.175933e+08 nChanged 857339
Entering Unmasked Mstep 
Mstep: Class 0 contains 2440 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 46673 members 
Mstep: Class 3 contains 146848 members 
Mstep: Class 4 contains 84755 members 
Mstep: Class 5 contains 18010 members 
Mstep: Class 6 contains 56482 members 
Mstep: Class 7 contains 41837 members 
Mstep: Class 8 contains 13617 members 
Mstep: Class 10 contains 87522 members 
Mstep: Class 11 contains 41093 members 
Mstep: Class 12 contains 24692 members 
Mstep: Class 13 contains 50814 members 
Mstep: Class 14 contains 36287 members 
Mstep: Class 15 contains 70524 members 
Mstep: Class 16 contains 23048 members 
Mstep: Class 17 contains 79749 members 
Mstep: Class 18 contains 11364 members 
Mstep: Class 19 contains 17638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -119961096.000000 Penalty: 61235.812500
Iteration 1F: 19 clusters Score -1.199611e+08 nChanged 364552
Entering Unmasked Mstep 
Mstep: Class 0 contains 2320 members 
Mstep: Class 1 contains 52109 members 
Mstep: Class 2 contains 27952 members 
Mstep: Class 3 contains 172547 members 
Mstep: Class 4 contains 73724 members 
Mstep: Class 5 contains 10119 members 
Mstep: Class 6 contains 99530 members 
Mstep: Class 7 contains 47198 members 
Mstep: Class 8 contains 11191 members 
Mstep: Class 10 contains 96120 members 
Mstep: Class 11 contains 24978 members 
Mstep: Class 12 contains 43529 members 
Mstep: Class 13 contains 34820 members 
Mstep: Class 14 contains 26490 members 
Mstep: Class 15 contains 67429 members 
Mstep: Class 16 contains 26799 members 
Mstep: Class 17 contains 71933 members 
Mstep: Class 18 contains 8364 members 
Mstep: Class 19 contains 9669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120934048.000000 Penalty: 61235.812500
Iteration 2F: 19 clusters Score -1.20934e+08 nChanged 285558
Entering Unmasked Mstep 
Mstep: Class 0 contains 1625 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 16232 members 
Mstep: Class 3 contains 143583 members 
Mstep: Class 4 contains 61898 members 
Mstep: Class 5 contains 6890 members 
Mstep: Class 6 contains 145884 members 
Mstep: Class 7 contains 50684 members 
Mstep: Class 8 contains 8155 members 
Mstep: Class 10 contains 99295 members 
Mstep: Class 11 contains 22320 members 
Mstep: Class 12 contains 65677 members 
Mstep: Class 13 contains 24307 members 
Mstep: Class 14 contains 21572 members 
Mstep: Class 15 contains 71918 members 
Mstep: Class 16 contains 26957 members 
Mstep: Class 17 contains 70766 members 
Mstep: Class 18 contains 6974 members 
Mstep: Class 19 contains 4958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121395992.000000 Penalty: 61235.812500
Iteration 3F: 19 clusters Score -1.21396e+08 nChanged 198197
Entering Unmasked Mstep 
Mstep: Class 0 contains 1508 members 
Mstep: Class 1 contains 56062 members 
Mstep: Class 2 contains 13510 members 
Mstep: Class 3 contains 114186 members 
Mstep: Class 4 contains 54962 members 
Mstep: Class 5 contains 3361 members 
Mstep: Class 6 contains 184935 members 
Mstep: Class 7 contains 48466 members 
Mstep: Class 8 contains 4846 members 
Mstep: Class 10 contains 99499 members 
Mstep: Class 11 contains 26358 members 
Mstep: Class 12 contains 72622 members 
Mstep: Class 13 contains 18735 members 
Mstep: Class 14 contains 14568 members 
Mstep: Class 15 contains 78091 members 
Mstep: Class 16 contains 22818 members 
Mstep: Class 17 contains 84121 members 
Mstep: Class 18 contains 5299 members 
Mstep: Class 19 contains 2874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121623960.000000 Penalty: 61235.812500
Iteration 4F: 19 clusters Score -1.21624e+08 nChanged 145504
Entering Unmasked Mstep 
Mstep: Class 0 contains 1444 members 
Mstep: Class 1 contains 48956 members 
Mstep: Class 2 contains 13846 members 
Mstep: Class 3 contains 91291 members 
Mstep: Class 4 contains 46555 members 
Mstep: Class 5 contains 2145 members 
Mstep: Class 6 contains 221630 members 
Mstep: Class 7 contains 44577 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 10 contains 103091 members 
Mstep: Class 11 contains 31051 members 
Mstep: Class 12 contains 72343 members 
Mstep: Class 13 contains 14168 members 
Mstep: Class 14 contains 8978 members 
Mstep: Class 15 contains 78505 members 
Mstep: Class 16 contains 20189 members 
Mstep: Class 17 contains 98813 members 
Mstep: Class 18 contains 4631 members 
Mstep: Class 19 contains 1809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121784728.000000 Penalty: 61235.812500
Iteration 5F: 19 clusters Score -1.217847e+08 nChanged 110487
Entering Unmasked Mstep 
Mstep: Class 0 contains 966 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 15596 members 
Mstep: Class 3 contains 73796 members 
Mstep: Class 4 contains 37897 members 
Mstep: Class 5 contains 2012 members 
Mstep: Class 6 contains 254032 members 
Mstep: Class 7 contains 41099 members 
Mstep: Class 8 contains 1761 members 
Mstep: Class 10 contains 108384 members 
Mstep: Class 11 contains 34441 members 
Mstep: Class 12 contains 69860 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 6056 members 
Mstep: Class 15 contains 75277 members 
Mstep: Class 16 contains 19024 members 
Mstep: Class 17 contains 111095 members 
Mstep: Class 18 contains 4480 members 
Mstep: Class 19 contains 1255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121951608.000000 Penalty: 61235.812500
Iteration 6F: 19 clusters Score -1.219516e+08 nChanged 89376
Entering Unmasked Mstep 
Mstep: Class 0 contains 610 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 17589 members 
Mstep: Class 3 contains 60996 members 
Mstep: Class 4 contains 30677 members 
Mstep: Class 5 contains 1931 members 
Mstep: Class 6 contains 279067 members 
Mstep: Class 7 contains 38669 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 114450 members 
Mstep: Class 11 contains 35959 members 
Mstep: Class 12 contains 67378 members 
Mstep: Class 13 contains 7599 members 
Mstep: Class 14 contains 2703 members 
Mstep: Class 15 contains 71703 members 
Mstep: Class 16 contains 20250 members 
Mstep: Class 17 contains 120068 members 
Mstep: Class 18 contains 4562 members 
Mstep: Class 19 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122029536.000000 Penalty: 61235.812500
Iteration 7F: 19 clusters Score -1.220295e+08 nChanged 67944
Entering Unmasked Mstep 
Mstep: Class 0 contains 303 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 19087 members 
Mstep: Class 3 contains 53087 members 
Mstep: Class 4 contains 25989 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 292598 members 
Mstep: Class 7 contains 38529 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 10 contains 119931 members 
Mstep: Class 11 contains 36117 members 
Mstep: Class 12 contains 65925 members 
Mstep: Class 13 contains 5702 members 
Mstep: Class 14 contains 1395 members 
Mstep: Class 15 contains 68200 members 
Mstep: Class 16 contains 21717 members 
Mstep: Class 17 contains 125145 members 
Mstep: Class 18 contains 4750 members 
Mstep: Class 19 contains 1087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122079640.000000 Penalty: 61235.812500
Iteration 8F: 19 clusters Score -1.220796e+08 nChanged 46756
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 20239 members 
Mstep: Class 3 contains 48619 members 
Mstep: Class 4 contains 23460 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 297893 members 
Mstep: Class 7 contains 39891 members 
Mstep: Class 8 contains 554 members 
Mstep: Class 10 contains 124130 members 
Mstep: Class 11 contains 35626 members 
Mstep: Class 12 contains 65079 members 
Mstep: Class 13 contains 4950 members 
Mstep: Class 14 contains 927 members 
Mstep: Class 15 contains 65297 members 
Mstep: Class 16 contains 22804 members 
Mstep: Class 17 contains 127493 members 
Mstep: Class 18 contains 5089 members 
Mstep: Class 19 contains 1068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122105128.000000 Penalty: 61235.812500
Iteration 9F: 19 clusters Score -1.221051e+08 nChanged 32870
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 21269 members 
Mstep: Class 3 contains 45663 members 
Mstep: Class 4 contains 22252 members 
Mstep: Class 5 contains 1876 members 
Mstep: Class 6 contains 299891 members 
Mstep: Class 7 contains 41634 members 
Mstep: Class 8 contains 528 members 
Mstep: Class 10 contains 127451 members 
Mstep: Class 11 contains 34987 members 
Mstep: Class 12 contains 64378 members 
Mstep: Class 13 contains 4559 members 
Mstep: Class 14 contains 831 members 
Mstep: Class 15 contains 62991 members 
Mstep: Class 16 contains 23692 members 
Mstep: Class 17 contains 128044 members 
Mstep: Class 18 contains 5442 members 
Mstep: Class 19 contains 961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122116072.000000 Penalty: 61235.812500
Iteration 10Q: 19 clusters Score -1.221161e+08 nChanged 24276
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 22200 members 
Mstep: Class 3 contains 43441 members 
Mstep: Class 4 contains 21772 members 
Mstep: Class 5 contains 1873 members 
Mstep: Class 6 contains 300347 members 
Mstep: Class 7 contains 43473 members 
Mstep: Class 8 contains 576 members 
Mstep: Class 10 contains 130160 members 
Mstep: Class 11 contains 34486 members 
Mstep: Class 12 contains 63675 members 
Mstep: Class 13 contains 4370 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 61319 members 
Mstep: Class 16 contains 24368 members 
Mstep: Class 17 contains 127375 members 
Mstep: Class 18 contains 5784 members 
Mstep: Class 19 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122123360.000000 Penalty: 61235.812500
Iteration 11Q: 19 clusters Score -1.221234e+08 nChanged 19154
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 23032 members 
Mstep: Class 3 contains 41708 members 
Mstep: Class 4 contains 21600 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 300271 members 
Mstep: Class 7 contains 45209 members 
Mstep: Class 8 contains 658 members 
Mstep: Class 10 contains 132354 members 
Mstep: Class 11 contains 34217 members 
Mstep: Class 12 contains 63003 members 
Mstep: Class 13 contains 4220 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 59961 members 
Mstep: Class 16 contains 24976 members 
Mstep: Class 17 contains 126079 members 
Mstep: Class 18 contains 6152 members 
Mstep: Class 19 contains 851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122129048.000000 Penalty: 61235.812500
Iteration 12Q: 19 clusters Score -1.22129e+08 nChanged 15711
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 23753 members 
Mstep: Class 3 contains 40530 members 
Mstep: Class 4 contains 21563 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 299886 members 
Mstep: Class 7 contains 46727 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 10 contains 134141 members 
Mstep: Class 11 contains 34054 members 
Mstep: Class 12 contains 62375 members 
Mstep: Class 13 contains 4062 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 58797 members 
Mstep: Class 16 contains 25549 members 
Mstep: Class 17 contains 124526 members 
Mstep: Class 18 contains 6540 members 
Mstep: Class 19 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122132744.000000 Penalty: 61235.812500
Iteration 13Q: 19 clusters Score -1.221327e+08 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 24390 members 
Mstep: Class 3 contains 39545 members 
Mstep: Class 4 contains 21632 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 299309 members 
Mstep: Class 7 contains 48008 members 
Mstep: Class 8 contains 798 members 
Mstep: Class 10 contains 135709 members 
Mstep: Class 11 contains 33992 members 
Mstep: Class 12 contains 61819 members 
Mstep: Class 13 contains 3945 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 57808 members 
Mstep: Class 16 contains 26062 members 
Mstep: Class 17 contains 123007 members 
Mstep: Class 18 contains 6936 members 
Mstep: Class 19 contains 756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122136072.000000 Penalty: 61235.812500
Iteration 14Q: 19 clusters Score -1.221361e+08 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 24909 members 
Mstep: Class 3 contains 38799 members 
Mstep: Class 4 contains 21773 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 298738 members 
Mstep: Class 7 contains 49119 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 10 contains 136964 members 
Mstep: Class 11 contains 34098 members 
Mstep: Class 12 contains 61313 members 
Mstep: Class 13 contains 3837 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 56976 members 
Mstep: Class 16 contains 26511 members 
Mstep: Class 17 contains 121545 members 
Mstep: Class 18 contains 7302 members 
Mstep: Class 19 contains 737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122138424.000000 Penalty: 61235.812500
Iteration 15Q: 19 clusters Score -1.221384e+08 nChanged 10372
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 25366 members 
Mstep: Class 3 contains 38217 members 
Mstep: Class 4 contains 21955 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 298098 members 
Mstep: Class 7 contains 50106 members 
Mstep: Class 8 contains 849 members 
Mstep: Class 10 contains 138041 members 
Mstep: Class 11 contains 34338 members 
Mstep: Class 12 contains 60839 members 
Mstep: Class 13 contains 3731 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 56229 members 
Mstep: Class 16 contains 26873 members 
Mstep: Class 17 contains 120175 members 
Mstep: Class 18 contains 7634 members 
Mstep: Class 19 contains 732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122140968.000000 Penalty: 61235.812500
Iteration 16Q: 19 clusters Score -1.22141e+08 nChanged 9624
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 25717 members 
Mstep: Class 3 contains 37731 members 
Mstep: Class 4 contains 22185 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 297473 members 
Mstep: Class 7 contains 50996 members 
Mstep: Class 8 contains 858 members 
Mstep: Class 10 contains 138959 members 
Mstep: Class 11 contains 34736 members 
Mstep: Class 12 contains 60407 members 
Mstep: Class 13 contains 3634 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 55578 members 
Mstep: Class 16 contains 27160 members 
Mstep: Class 17 contains 118814 members 
Mstep: Class 18 contains 7952 members 
Mstep: Class 19 contains 726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122143040.000000 Penalty: 61235.812500
Iteration 17Q: 19 clusters Score -1.22143e+08 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 26043 members 
Mstep: Class 3 contains 37322 members 
Mstep: Class 4 contains 22489 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 296836 members 
Mstep: Class 7 contains 51829 members 
Mstep: Class 8 contains 861 members 
Mstep: Class 10 contains 139661 members 
Mstep: Class 11 contains 35285 members 
Mstep: Class 12 contains 60024 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 55026 members 
Mstep: Class 16 contains 27283 members 
Mstep: Class 17 contains 117474 members 
Mstep: Class 18 contains 8248 members 
Mstep: Class 19 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122146008.000000 Penalty: 61235.812500
Iteration 18Q: 19 clusters Score -1.22146e+08 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 26275 members 
Mstep: Class 3 contains 37006 members 
Mstep: Class 4 contains 22849 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 296240 members 
Mstep: Class 7 contains 52530 members 
Mstep: Class 8 contains 864 members 
Mstep: Class 10 contains 140216 members 
Mstep: Class 11 contains 35886 members 
Mstep: Class 12 contains 59707 members 
Mstep: Class 13 contains 3491 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 54539 members 
Mstep: Class 16 contains 27386 members 
Mstep: Class 17 contains 116214 members 
Mstep: Class 18 contains 8516 members 
Mstep: Class 19 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122147928.000000 Penalty: 61235.812500
Iteration 19Q: 19 clusters Score -1.221479e+08 nChanged 8330
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 26484 members 
Mstep: Class 3 contains 36710 members 
Mstep: Class 4 contains 23297 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 295712 members 
Mstep: Class 7 contains 53220 members 
Mstep: Class 8 contains 870 members 
Mstep: Class 10 contains 140608 members 
Mstep: Class 11 contains 36498 members 
Mstep: Class 12 contains 59414 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 54146 members 
Mstep: Class 16 contains 27480 members 
Mstep: Class 17 contains 114932 members 
Mstep: Class 18 contains 8733 members 
Mstep: Class 19 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122152600.000000 Penalty: 61235.812500
Iteration 20F: 19 clusters Score -1.221526e+08 nChanged 8503
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 26684 members 
Mstep: Class 3 contains 36498 members 
Mstep: Class 4 contains 23814 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 295201 members 
Mstep: Class 7 contains 53904 members 
Mstep: Class 8 contains 970 members 
Mstep: Class 10 contains 140940 members 
Mstep: Class 11 contains 37035 members 
Mstep: Class 12 contains 58971 members 
Mstep: Class 13 contains 3704 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 53782 members 
Mstep: Class 16 contains 27493 members 
Mstep: Class 17 contains 113570 members 
Mstep: Class 18 contains 8940 members 
Mstep: Class 19 contains 622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122158008.000000 Penalty: 61235.812500
Iteration 21Q: 19 clusters Score -1.22158e+08 nChanged 8388
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 26832 members 
Mstep: Class 3 contains 36319 members 
Mstep: Class 4 contains 24410 members 
Mstep: Class 5 contains 1917 members 
Mstep: Class 6 contains 294706 members 
Mstep: Class 7 contains 54527 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 10 contains 141222 members 
Mstep: Class 11 contains 37446 members 
Mstep: Class 12 contains 58543 members 
Mstep: Class 13 contains 3907 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 53442 members 
Mstep: Class 16 contains 27642 members 
Mstep: Class 17 contains 112241 members 
Mstep: Class 18 contains 9123 members 
Mstep: Class 19 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122161136.000000 Penalty: 61235.812500
Iteration 22Q: 19 clusters Score -1.221611e+08 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 26926 members 
Mstep: Class 3 contains 36169 members 
Mstep: Class 4 contains 25021 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 294263 members 
Mstep: Class 7 contains 55095 members 
Mstep: Class 8 contains 1106 members 
Mstep: Class 10 contains 141528 members 
Mstep: Class 11 contains 37796 members 
Mstep: Class 12 contains 58173 members 
Mstep: Class 13 contains 4166 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 53149 members 
Mstep: Class 16 contains 27829 members 
Mstep: Class 17 contains 110817 members 
Mstep: Class 18 contains 9285 members 
Mstep: Class 19 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122164064.000000 Penalty: 61235.812500
Iteration 23Q: 19 clusters Score -1.221641e+08 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 27021 members 
Mstep: Class 3 contains 36141 members 
Mstep: Class 4 contains 25673 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 293792 members 
Mstep: Class 7 contains 55618 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 10 contains 141752 members 
Mstep: Class 11 contains 37983 members 
Mstep: Class 12 contains 57869 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 52920 members 
Mstep: Class 16 contains 27950 members 
Mstep: Class 17 contains 109410 members 
Mstep: Class 18 contains 9434 members 
Mstep: Class 19 contains 491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122166600.000000 Penalty: 61235.812500
Iteration 24Q: 19 clusters Score -1.221666e+08 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 27100 members 
Mstep: Class 3 contains 36170 members 
Mstep: Class 4 contains 26371 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 293497 members 
Mstep: Class 7 contains 56098 members 
Mstep: Class 8 contains 1146 members 
Mstep: Class 10 contains 141920 members 
Mstep: Class 11 contains 38012 members 
Mstep: Class 12 contains 57566 members 
Mstep: Class 13 contains 4977 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 52756 members 
Mstep: Class 16 contains 28108 members 
Mstep: Class 17 contains 107947 members 
Mstep: Class 18 contains 9555 members 
Mstep: Class 19 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122169144.000000 Penalty: 61235.812500
Iteration 25Q: 19 clusters Score -1.221691e+08 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 27151 members 
Mstep: Class 3 contains 36309 members 
Mstep: Class 4 contains 27041 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 293298 members 
Mstep: Class 7 contains 56542 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 10 contains 142040 members 
Mstep: Class 11 contains 38021 members 
Mstep: Class 12 contains 57321 members 
Mstep: Class 13 contains 5335 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 52600 members 
Mstep: Class 16 contains 28274 members 
Mstep: Class 17 contains 106496 members 
Mstep: Class 18 contains 9677 members 
Mstep: Class 19 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122170752.000000 Penalty: 61235.812500
Iteration 26Q: 19 clusters Score -1.221708e+08 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 27195 members 
Mstep: Class 3 contains 36591 members 
Mstep: Class 4 contains 27689 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 293145 members 
Mstep: Class 7 contains 56957 members 
Mstep: Class 8 contains 1159 members 
Mstep: Class 10 contains 142176 members 
Mstep: Class 11 contains 37993 members 
Mstep: Class 12 contains 57141 members 
Mstep: Class 13 contains 5626 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 52426 members 
Mstep: Class 16 contains 28415 members 
Mstep: Class 17 contains 105077 members 
Mstep: Class 18 contains 9771 members 
Mstep: Class 19 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122172224.000000 Penalty: 61235.812500
Iteration 27Q: 19 clusters Score -1.221722e+08 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 27231 members 
Mstep: Class 3 contains 36984 members 
Mstep: Class 4 contains 28291 members 
Mstep: Class 5 contains 1914 members 
Mstep: Class 6 contains 293014 members 
Mstep: Class 7 contains 57356 members 
Mstep: Class 8 contains 1160 members 
Mstep: Class 10 contains 142284 members 
Mstep: Class 11 contains 37926 members 
Mstep: Class 12 contains 57007 members 
Mstep: Class 13 contains 5873 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 52261 members 
Mstep: Class 16 contains 28563 members 
Mstep: Class 17 contains 103725 members 
Mstep: Class 18 contains 9854 members 
Mstep: Class 19 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122173080.000000 Penalty: 61235.812500
Iteration 28Q: 19 clusters Score -1.221731e+08 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 27259 members 
Mstep: Class 3 contains 37372 members 
Mstep: Class 4 contains 28875 members 
Mstep: Class 5 contains 1913 members 
Mstep: Class 6 contains 292878 members 
Mstep: Class 7 contains 57761 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 10 contains 142402 members 
Mstep: Class 11 contains 37791 members 
Mstep: Class 12 contains 56933 members 
Mstep: Class 13 contains 6089 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 52096 members 
Mstep: Class 16 contains 28710 members 
Mstep: Class 17 contains 102455 members 
Mstep: Class 18 contains 9920 members 
Mstep: Class 19 contains 476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122173392.000000 Penalty: 61235.812500
Iteration 29Q: 19 clusters Score -1.221734e+08 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 27279 members 
Mstep: Class 3 contains 37840 members 
Mstep: Class 4 contains 29458 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 292713 members 
Mstep: Class 7 contains 58193 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 10 contains 142525 members 
Mstep: Class 11 contains 37579 members 
Mstep: Class 12 contains 56911 members 
Mstep: Class 13 contains 6258 members 
Mstep: Class 14 contains 797 members 
Mstep: Class 15 contains 51981 members 
Mstep: Class 16 contains 28839 members 
Mstep: Class 17 contains 101186 members 
Mstep: Class 18 contains 9998 members 
Mstep: Class 19 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122174192.000000 Penalty: 61235.812500
Iteration 30Q: 19 clusters Score -1.221742e+08 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 27283 members 
Mstep: Class 3 contains 38302 members 
Mstep: Class 4 contains 29973 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 292585 members 
Mstep: Class 7 contains 58651 members 
Mstep: Class 8 contains 1162 members 
Mstep: Class 10 contains 142655 members 
Mstep: Class 11 contains 37377 members 
Mstep: Class 12 contains 56884 members 
Mstep: Class 13 contains 6391 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51876 members 
Mstep: Class 16 contains 28966 members 
Mstep: Class 17 contains 99966 members 
Mstep: Class 18 contains 10085 members 
Mstep: Class 19 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122174504.000000 Penalty: 61235.812500
Iteration 31Q: 19 clusters Score -1.221745e+08 nChanged 4213
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 27270 members 
Mstep: Class 3 contains 38794 members 
Mstep: Class 4 contains 30440 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 292490 members 
Mstep: Class 7 contains 59108 members 
Mstep: Class 8 contains 1164 members 
Mstep: Class 10 contains 142796 members 
Mstep: Class 11 contains 37180 members 
Mstep: Class 12 contains 56901 members 
Mstep: Class 13 contains 6499 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51760 members 
Mstep: Class 16 contains 29075 members 
Mstep: Class 17 contains 98792 members 
Mstep: Class 18 contains 10158 members 
Mstep: Class 19 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122175088.000000 Penalty: 61235.812500
Iteration 32Q: 19 clusters Score -1.221751e+08 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 27270 members 
Mstep: Class 3 contains 39277 members 
Mstep: Class 4 contains 30850 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 292463 members 
Mstep: Class 7 contains 59532 members 
Mstep: Class 8 contains 1165 members 
Mstep: Class 10 contains 142905 members 
Mstep: Class 11 contains 36978 members 
Mstep: Class 12 contains 56881 members 
Mstep: Class 13 contains 6622 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51670 members 
Mstep: Class 16 contains 29179 members 
Mstep: Class 17 contains 97702 members 
Mstep: Class 18 contains 10231 members 
Mstep: Class 19 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122175664.000000 Penalty: 61235.812500
Iteration 33Q: 19 clusters Score -1.221757e+08 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 27269 members 
Mstep: Class 3 contains 39702 members 
Mstep: Class 4 contains 31242 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 292472 members 
Mstep: Class 7 contains 59943 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 143061 members 
Mstep: Class 11 contains 36745 members 
Mstep: Class 12 contains 56843 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51575 members 
Mstep: Class 16 contains 29300 members 
Mstep: Class 17 contains 96685 members 
Mstep: Class 18 contains 10310 members 
Mstep: Class 19 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122176408.000000 Penalty: 61235.812500
Iteration 34Q: 19 clusters Score -1.221764e+08 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 20107 members 
Mstep: Class 2 contains 27262 members 
Mstep: Class 3 contains 40162 members 
Mstep: Class 4 contains 31634 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 292557 members 
Mstep: Class 7 contains 60307 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 143182 members 
Mstep: Class 11 contains 36497 members 
Mstep: Class 12 contains 56798 members 
Mstep: Class 13 contains 6822 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51478 members 
Mstep: Class 16 contains 29401 members 
Mstep: Class 17 contains 95754 members 
Mstep: Class 18 contains 10393 members 
Mstep: Class 19 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122176816.000000 Penalty: 61235.812500
Iteration 35Q: 19 clusters Score -1.221768e+08 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 27264 members 
Mstep: Class 3 contains 40553 members 
Mstep: Class 4 contains 32002 members 
Mstep: Class 5 contains 1909 members 
Mstep: Class 6 contains 292689 members 
Mstep: Class 7 contains 60698 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 143303 members 
Mstep: Class 11 contains 36242 members 
Mstep: Class 12 contains 56701 members 
Mstep: Class 13 contains 6904 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51394 members 
Mstep: Class 16 contains 29508 members 
Mstep: Class 17 contains 94936 members 
Mstep: Class 18 contains 10454 members 
Mstep: Class 19 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122177568.000000 Penalty: 61235.812500
Iteration 36Q: 19 clusters Score -1.221776e+08 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 27245 members 
Mstep: Class 3 contains 40969 members 
Mstep: Class 4 contains 32325 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 292809 members 
Mstep: Class 7 contains 61035 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 143441 members 
Mstep: Class 11 contains 36002 members 
Mstep: Class 12 contains 56586 members 
Mstep: Class 13 contains 6985 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51305 members 
Mstep: Class 16 contains 29626 members 
Mstep: Class 17 contains 94180 members 
Mstep: Class 18 contains 10526 members 
Mstep: Class 19 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122178432.000000 Penalty: 61235.812500
Iteration 37Q: 19 clusters Score -1.221784e+08 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 27230 members 
Mstep: Class 3 contains 41334 members 
Mstep: Class 4 contains 32658 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 293004 members 
Mstep: Class 7 contains 61366 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 10 contains 143570 members 
Mstep: Class 11 contains 35774 members 
Mstep: Class 12 contains 56480 members 
Mstep: Class 13 contains 7046 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51204 members 
Mstep: Class 16 contains 29720 members 
Mstep: Class 17 contains 93486 members 
Mstep: Class 18 contains 10594 members 
Mstep: Class 19 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122178368.000000 Penalty: 61235.812500
Iteration 38Q: 19 clusters Score -1.221784e+08 nChanged 3277
Entering ConstructFrom: 
Score: -122178368.000000 Penalty: 61235.812500
Entering ConstructFrom: 
Trying to split cluster 1 (18529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Entering Unmasked Estep 
Score: -2572649.750000 Penalty: 2437.118896
	Iteration 0F: 2 clusters Score -2572650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2559557.000000 Penalty: 4874.237793
	Iteration 0F: 3 clusters Score -2559557 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2563726.750000 Penalty: 4874.237793
	Iteration 1F: 3 clusters Score -2563727 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2564034.500000 Penalty: 4874.237793
	Iteration 2F: 3 clusters Score -2564034 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2564282.000000 Penalty: 4874.237793
	Iteration 3Q: 3 clusters Score -2564282 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2564505.750000 Penalty: 4874.237793
	Iteration 4Q: 3 clusters Score -2564506 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2564743.250000 Penalty: 4874.237793
	Iteration 5Q: 3 clusters Score -2564743 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2565000.500000 Penalty: 4874.237793
	Iteration 6Q: 3 clusters Score -2565000 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2565333.500000 Penalty: 4874.237793
	Iteration 7Q: 3 clusters Score -2565334 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -2565771.750000 Penalty: 4874.237793
	Iteration 8Q: 3 clusters Score -2565772 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2566427.750000 Penalty: 4874.237793
	Iteration 9F: 3 clusters Score -2566428 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2567328.000000 Penalty: 4874.237793
	Iteration 10F: 3 clusters Score -2567328 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2568307.000000 Penalty: 4874.237793
	Iteration 11F: 3 clusters Score -2568307 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2569144.250000 Penalty: 4874.237793
	Iteration 12F: 3 clusters Score -2569144 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2569794.000000 Penalty: 4874.237793
	Iteration 13Q: 3 clusters Score -2569794 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2570236.750000 Penalty: 4874.237793
	Iteration 14Q: 3 clusters Score -2570237 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -2570509.750000 Penalty: 4874.237793
	Iteration 15Q: 3 clusters Score -2570510 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -2570640.000000 Penalty: 4874.237793
	Iteration 16Q: 3 clusters Score -2570640 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2570712.750000 Penalty: 4874.237793
	Iteration 17Q: 3 clusters Score -2570713 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2570749.000000 Penalty: 4874.237793
	Iteration 18Q: 3 clusters Score -2570749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2570770.000000 Penalty: 4874.237793
	Iteration 19Q: 3 clusters Score -2570770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2570783.750000 Penalty: 4874.237793
	Iteration 20F: 3 clusters Score -2570784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2570789.000000 Penalty: 4874.237793
	Iteration 21Q: 3 clusters Score -2570789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2570793.750000 Penalty: 4874.237793
	Iteration 22Q: 3 clusters Score -2570794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2570795.250000 Penalty: 4874.237793
	Iteration 23Q: 3 clusters Score -2570795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2570797.250000 Penalty: 4874.237793
	Iteration 24Q: 3 clusters Score -2570797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2570800.500000 Penalty: 4874.237793
	Iteration 25Q: 3 clusters Score -2570800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -2570802.250000 Penalty: 4874.237793
	Iteration 26Q: 3 clusters Score -2570802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2570797.750000 Penalty: 4874.237793
	Iteration 27Q: 3 clusters Score -2570798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2570797.750000 Penalty: 4874.237793
	Iteration 28F: 3 clusters Score -2570798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (27218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Entering Unmasked Estep 
Score: -3676926.750000 Penalty: 2532.485107
	Iteration 0F: 2 clusters Score -3676927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -3658098.000000 Penalty: 5064.970215
	Iteration 0F: 3 clusters Score -3658098 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3664687.500000 Penalty: 5064.970215
	Iteration 1F: 3 clusters Score -3664688 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -3665026.750000 Penalty: 5064.970215
	Iteration 2Q: 3 clusters Score -3665027 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -3665299.000000 Penalty: 5064.970215
	Iteration 3Q: 3 clusters Score -3665299 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -3665554.500000 Penalty: 5064.970215
	Iteration 4Q: 3 clusters Score -3665554 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -3665742.250000 Penalty: 5064.970215
	Iteration 5Q: 3 clusters Score -3665742 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3665942.750000 Penalty: 5064.970215
	Iteration 6Q: 3 clusters Score -3665943 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3666137.750000 Penalty: 5064.970215
	Iteration 7Q: 3 clusters Score -3666138 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3666341.750000 Penalty: 5064.970215
	Iteration 8Q: 3 clusters Score -3666342 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3666498.250000 Penalty: 5064.970215
	Iteration 9Q: 3 clusters Score -3666498 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3666746.250000 Penalty: 5064.970215
	Iteration 10Q: 3 clusters Score -3666746 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -3667028.000000 Penalty: 5064.970215
	Iteration 11Q: 3 clusters Score -3667028 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -3667370.250000 Penalty: 5064.970215
	Iteration 12Q: 3 clusters Score -3667370 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -3667788.000000 Penalty: 5064.970215
	Iteration 13Q: 3 clusters Score -3667788 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3668247.500000 Penalty: 5064.970215
	Iteration 14Q: 3 clusters Score -3668248 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3668788.500000 Penalty: 5064.970215
	Iteration 15Q: 3 clusters Score -3668788 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -3669362.750000 Penalty: 5064.970215
	Iteration 16Q: 3 clusters Score -3669363 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3670002.750000 Penalty: 5064.970215
	Iteration 17Q: 3 clusters Score -3670003 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -3670657.500000 Penalty: 5064.970215
	Iteration 18Q: 3 clusters Score -3670658 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -3671335.750000 Penalty: 5064.970215
	Iteration 19Q: 3 clusters Score -3671336 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -3671981.250000 Penalty: 5064.970215
	Iteration 20F: 3 clusters Score -3671981 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3672558.500000 Penalty: 5064.970215
	Iteration 21Q: 3 clusters Score -3672558 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -3673022.750000 Penalty: 5064.970215
	Iteration 22Q: 3 clusters Score -3673023 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -3673424.250000 Penalty: 5064.970215
	Iteration 23Q: 3 clusters Score -3673424 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3673771.500000 Penalty: 5064.970215
	Iteration 24Q: 3 clusters Score -3673772 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -3674045.500000 Penalty: 5064.970215
	Iteration 25Q: 3 clusters Score -3674046 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -3674209.250000 Penalty: 5064.970215
	Iteration 26Q: 3 clusters Score -3674209 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -3674337.500000 Penalty: 5064.970215
	Iteration 27Q: 3 clusters Score -3674338 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3674426.500000 Penalty: 5064.970215
	Iteration 28Q: 3 clusters Score -3674426 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -3674501.500000 Penalty: 5064.970215
	Iteration 29Q: 3 clusters Score -3674502 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -3674575.000000 Penalty: 5064.970215
	Iteration 30Q: 3 clusters Score -3674575 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -3674636.000000 Penalty: 5064.970215
	Iteration 31Q: 3 clusters Score -3674636 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -3674669.250000 Penalty: 5064.970215
	Iteration 32Q: 3 clusters Score -3674669 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3674705.250000 Penalty: 5064.970215
	Iteration 33Q: 3 clusters Score -3674705 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -3674739.500000 Penalty: 5064.970215
	Iteration 34Q: 3 clusters Score -3674740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -3674760.500000 Penalty: 5064.970215
	Iteration 35Q: 3 clusters Score -3674760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -3674771.000000 Penalty: 5064.970215
	Iteration 36Q: 3 clusters Score -3674771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3674786.750000 Penalty: 5064.970215
	Iteration 37Q: 3 clusters Score -3674787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -3674798.500000 Penalty: 5064.970215
	Iteration 38Q: 3 clusters Score -3674798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3674803.500000 Penalty: 5064.970215
	Iteration 39Q: 3 clusters Score -3674804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3674808.000000 Penalty: 5064.970215
	Iteration 40F: 3 clusters Score -3674808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3674822.000000 Penalty: 5064.970215
	Iteration 41Q: 3 clusters Score -3674822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3674823.500000 Penalty: 5064.970215
	Iteration 42Q: 3 clusters Score -3674824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3674830.500000 Penalty: 5064.970215
	Iteration 43Q: 3 clusters Score -3674830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3674841.250000 Penalty: 5064.970215
	Iteration 44Q: 3 clusters Score -3674841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3674845.000000 Penalty: 5064.970215
	Iteration 45Q: 3 clusters Score -3674845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -3674855.500000 Penalty: 5064.970215
	Iteration 46Q: 3 clusters Score -3674856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -3674856.500000 Penalty: 5064.970215
	Iteration 47Q: 3 clusters Score -3674856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -3674858.000000 Penalty: 5064.970215
	Iteration 48Q: 3 clusters Score -3674858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -3674860.750000 Penalty: 5064.970215
	Iteration 49Q: 3 clusters Score -3674861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -3674862.750000 Penalty: 5064.970215
	Iteration 50Q: 3 clusters Score -3674863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -3674866.750000 Penalty: 5064.970215
	Iteration 51Q: 3 clusters Score -3674867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3674875.500000 Penalty: 5064.970215
	Iteration 52Q: 3 clusters Score -3674876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3674878.750000 Penalty: 5064.970215
	Iteration 53Q: 3 clusters Score -3674879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3674878.250000 Penalty: 5064.970215
	Iteration 54Q: 3 clusters Score -3674878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -3674885.750000 Penalty: 5064.970215
	Iteration 55Q: 3 clusters Score -3674886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -3674891.500000 Penalty: 5064.970215
	Iteration 56Q: 3 clusters Score -3674892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -3674893.000000 Penalty: 5064.970215
	Iteration 57Q: 3 clusters Score -3674893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3674897.750000 Penalty: 5064.970215
	Iteration 58Q: 3 clusters Score -3674898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3674905.500000 Penalty: 5064.970215
	Iteration 59Q: 3 clusters Score -3674906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -3674909.750000 Penalty: 5064.970215
	Iteration 60F: 3 clusters Score -3674910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3674908.500000 Penalty: 5064.970215
	Iteration 61Q: 3 clusters Score -3674908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -3674914.750000 Penalty: 5064.970215
	Iteration 62Q: 3 clusters Score -3674915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3674908.000000 Penalty: 5064.970215
	Iteration 63Q: 3 clusters Score -3674908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3674912.500000 Penalty: 5064.970215
	Iteration 64Q: 3 clusters Score -3674912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3674911.750000 Penalty: 5064.970215
	Iteration 65Q: 3 clusters Score -3674912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3674915.250000 Penalty: 5064.970215
	Iteration 66Q: 3 clusters Score -3674915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3674917.250000 Penalty: 5064.970215
	Iteration 67Q: 3 clusters Score -3674917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -3674917.250000 Penalty: 5064.970215
	Iteration 68F: 3 clusters Score -3674917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Entering Unmasked Estep 
Score: -5748195.500000 Penalty: 2638.216309
	Iteration 0F: 2 clusters Score -5748196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -5719859.500000 Penalty: 5276.432617
	Iteration 0F: 3 clusters Score -5719860 nChanged 19380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -5730485.500000 Penalty: 5276.432617
	Iteration 1F: 3 clusters Score -5730486 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -5730952.000000 Penalty: 5276.432617
	Iteration 2Q: 3 clusters Score -5730952 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -5731403.500000 Penalty: 5276.432617
	Iteration 3Q: 3 clusters Score -5731404 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -5731827.500000 Penalty: 5276.432617
	Iteration 4Q: 3 clusters Score -5731828 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -5732364.000000 Penalty: 5276.432617
	Iteration 5Q: 3 clusters Score -5732364 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -5733042.500000 Penalty: 5276.432617
	Iteration 6Q: 3 clusters Score -5733042 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -5733944.500000 Penalty: 5276.432617
	Iteration 7Q: 3 clusters Score -5733944 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -5735192.500000 Penalty: 5276.432617
	Iteration 8F: 3 clusters Score -5735192 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 30924 members 
Entering Unmasked Estep 
Score: -5736985.500000 Penalty: 5276.432617
	Iteration 9F: 3 clusters Score -5736986 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -5739330.500000 Penalty: 5276.432617
	Iteration 10F: 3 clusters Score -5739330 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -5741641.500000 Penalty: 5276.432617
	Iteration 11F: 3 clusters Score -5741642 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -5743495.500000 Penalty: 5276.432617
	Iteration 12Q: 3 clusters Score -5743496 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -5744660.000000 Penalty: 5276.432617
	Iteration 13Q: 3 clusters Score -5744660 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -5745264.000000 Penalty: 5276.432617
	Iteration 14Q: 3 clusters Score -5745264 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -5745570.500000 Penalty: 5276.432617
	Iteration 15Q: 3 clusters Score -5745570 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -5745762.000000 Penalty: 5276.432617
	Iteration 16Q: 3 clusters Score -5745762 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 40559 members 
Entering Unmasked Estep 
Score: -5745871.000000 Penalty: 5276.432617
	Iteration 17Q: 3 clusters Score -5745871 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -5745924.500000 Penalty: 5276.432617
	Iteration 18Q: 3 clusters Score -5745924 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -5745969.500000 Penalty: 5276.432617
	Iteration 19Q: 3 clusters Score -5745970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -5746005.000000 Penalty: 5276.432617
	Iteration 20F: 3 clusters Score -5746005 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -5746035.500000 Penalty: 5276.432617
	Iteration 21Q: 3 clusters Score -5746036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -5746074.500000 Penalty: 5276.432617
	Iteration 22Q: 3 clusters Score -5746074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -5746100.500000 Penalty: 5276.432617
	Iteration 23Q: 3 clusters Score -5746100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -5746109.500000 Penalty: 5276.432617
	Iteration 24Q: 3 clusters Score -5746110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -5746134.500000 Penalty: 5276.432617
	Iteration 25Q: 3 clusters Score -5746134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -5746132.000000 Penalty: 5276.432617
	Iteration 26Q: 3 clusters Score -5746132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -5746133.500000 Penalty: 5276.432617
	Iteration 27Q: 3 clusters Score -5746134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 40807 members 
Entering Unmasked Estep 
Score: -5746144.500000 Penalty: 5276.432617
	Iteration 28Q: 3 clusters Score -5746144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -5746142.500000 Penalty: 5276.432617
	Iteration 29Q: 3 clusters Score -5746142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 40810 members 
Entering Unmasked Estep 
Score: -5746149.500000 Penalty: 5276.432617
	Iteration 30Q: 3 clusters Score -5746150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -5746151.500000 Penalty: 5276.432617
	Iteration 31Q: 3 clusters Score -5746152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5746157.000000 Penalty: 5276.432617
	Iteration 32Q: 3 clusters Score -5746157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5746165.500000 Penalty: 5276.432617
	Iteration 33Q: 3 clusters Score -5746166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -5746167.500000 Penalty: 5276.432617
	Iteration 34Q: 3 clusters Score -5746168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -5746184.500000 Penalty: 5276.432617
	Iteration 35Q: 3 clusters Score -5746184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -5746191.000000 Penalty: 5276.432617
	Iteration 36Q: 3 clusters Score -5746191 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -5746196.500000 Penalty: 5276.432617
	Iteration 37Q: 3 clusters Score -5746196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -5746199.000000 Penalty: 5276.432617
	Iteration 38Q: 3 clusters Score -5746199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -5746199.500000 Penalty: 5276.432617
	Iteration 39Q: 3 clusters Score -5746200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -5746207.500000 Penalty: 5276.432617
	Iteration 40F: 3 clusters Score -5746208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -5746205.500000 Penalty: 5276.432617
	Iteration 41Q: 3 clusters Score -5746206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -5746203.500000 Penalty: 5276.432617
	Iteration 42Q: 3 clusters Score -5746204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -5746207.500000 Penalty: 5276.432617
	Iteration 43Q: 3 clusters Score -5746208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -5746210.000000 Penalty: 5276.432617
	Iteration 44Q: 3 clusters Score -5746210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -5746207.500000 Penalty: 5276.432617
	Iteration 45Q: 3 clusters Score -5746208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -5746210.000000 Penalty: 5276.432617
	Iteration 46Q: 3 clusters Score -5746210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -5746211.000000 Penalty: 5276.432617
	Iteration 47Q: 3 clusters Score -5746211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -5746217.500000 Penalty: 5276.432617
	Iteration 48Q: 3 clusters Score -5746218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -5746218.000000 Penalty: 5276.432617
	Iteration 49Q: 3 clusters Score -5746218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -5746225.000000 Penalty: 5276.432617
	Iteration 50Q: 3 clusters Score -5746225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -5746221.500000 Penalty: 5276.432617
	Iteration 51Q: 3 clusters Score -5746222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -5746228.500000 Penalty: 5276.432617
	Iteration 52Q: 3 clusters Score -5746228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -5746235.500000 Penalty: 5276.432617
	Iteration 53Q: 3 clusters Score -5746236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
Score: -5746237.500000 Penalty: 5276.432617
	Iteration 54Q: 3 clusters Score -5746238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -5746236.000000 Penalty: 5276.432617
	Iteration 55Q: 3 clusters Score -5746236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
Score: -5746236.000000 Penalty: 5276.432617
	Iteration 56F: 3 clusters Score -5746236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Entering Unmasked Estep 
Score: -4474221.500000 Penalty: 2580.557617
	Iteration 0F: 2 clusters Score -4474222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -4451650.000000 Penalty: 5161.115234
	Iteration 0F: 3 clusters Score -4451650 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -4460072.000000 Penalty: 5161.115234
	Iteration 1F: 3 clusters Score -4460072 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4460770.000000 Penalty: 5161.115234
	Iteration 2F: 3 clusters Score -4460770 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4461583.500000 Penalty: 5161.115234
	Iteration 3F: 3 clusters Score -4461584 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4462700.500000 Penalty: 5161.115234
	Iteration 4F: 3 clusters Score -4462700 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -4464119.000000 Penalty: 5161.115234
	Iteration 5F: 3 clusters Score -4464119 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -4465656.000000 Penalty: 5161.115234
	Iteration 6F: 3 clusters Score -4465656 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -4467085.000000 Penalty: 5161.115234
	Iteration 7F: 3 clusters Score -4467085 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -4468387.000000 Penalty: 5161.115234
	Iteration 8F: 3 clusters Score -4468387 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4469416.000000 Penalty: 5161.115234
	Iteration 9F: 3 clusters Score -4469416 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -4470257.500000 Penalty: 5161.115234
	Iteration 10Q: 3 clusters Score -4470258 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -4471001.500000 Penalty: 5161.115234
	Iteration 11Q: 3 clusters Score -4471002 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -4471565.500000 Penalty: 5161.115234
	Iteration 12Q: 3 clusters Score -4471566 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -4471997.500000 Penalty: 5161.115234
	Iteration 13Q: 3 clusters Score -4471998 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -4472298.500000 Penalty: 5161.115234
	Iteration 14Q: 3 clusters Score -4472298 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4472533.000000 Penalty: 5161.115234
	Iteration 15Q: 3 clusters Score -4472533 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4472683.000000 Penalty: 5161.115234
	Iteration 16Q: 3 clusters Score -4472683 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -4472827.500000 Penalty: 5161.115234
	Iteration 17Q: 3 clusters Score -4472828 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -4472942.000000 Penalty: 5161.115234
	Iteration 18Q: 3 clusters Score -4472942 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -4473081.000000 Penalty: 5161.115234
	Iteration 19Q: 3 clusters Score -4473081 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -4473216.500000 Penalty: 5161.115234
	Iteration 20F: 3 clusters Score -4473216 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -4473389.500000 Penalty: 5161.115234
	Iteration 21Q: 3 clusters Score -4473390 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -4473559.000000 Penalty: 5161.115234
	Iteration 22Q: 3 clusters Score -4473559 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -4473763.500000 Penalty: 5161.115234
	Iteration 23Q: 3 clusters Score -4473764 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -4474034.000000 Penalty: 5161.115234
	Iteration 24Q: 3 clusters Score -4474034 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4474319.500000 Penalty: 5161.115234
	Iteration 25Q: 3 clusters Score -4474320 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -4474552.500000 Penalty: 5161.115234
	Iteration 26Q: 3 clusters Score -4474552 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -4474715.500000 Penalty: 5161.115234
	Iteration 27Q: 3 clusters Score -4474716 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -4474838.000000 Penalty: 5161.115234
	Iteration 28Q: 3 clusters Score -4474838 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -4474922.000000 Penalty: 5161.115234
	Iteration 29Q: 3 clusters Score -4474922 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4474983.000000 Penalty: 5161.115234
	Iteration 30Q: 3 clusters Score -4474983 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -4474996.000000 Penalty: 5161.115234
	Iteration 31Q: 3 clusters Score -4474996 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -4475014.000000 Penalty: 5161.115234
	Iteration 32Q: 3 clusters Score -4475014 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -4475015.500000 Penalty: 5161.115234
	Iteration 33Q: 3 clusters Score -4475016 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -4475023.000000 Penalty: 5161.115234
	Iteration 34Q: 3 clusters Score -4475023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -4475030.500000 Penalty: 5161.115234
	Iteration 35Q: 3 clusters Score -4475030 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -4475015.500000 Penalty: 5161.115234
	Iteration 36Q: 3 clusters Score -4475016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -4475022.500000 Penalty: 5161.115234
	Iteration 37Q: 3 clusters Score -4475022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -4475020.500000 Penalty: 5161.115234
	Iteration 38Q: 3 clusters Score -4475020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -4475026.000000 Penalty: 5161.115234
	Iteration 39Q: 3 clusters Score -4475026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -4475028.000000 Penalty: 5161.115234
	Iteration 40F: 3 clusters Score -4475028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -4475028.000000 Penalty: 5161.115234
	Iteration 41Q: 3 clusters Score -4475028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -4475032.000000 Penalty: 5161.115234
	Iteration 42Q: 3 clusters Score -4475032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -4475037.000000 Penalty: 5161.115234
	Iteration 43Q: 3 clusters Score -4475037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -4475040.000000 Penalty: 5161.115234
	Iteration 44Q: 3 clusters Score -4475040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -4475042.000000 Penalty: 5161.115234
	Iteration 45Q: 3 clusters Score -4475042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -4475050.000000 Penalty: 5161.115234
	Iteration 46Q: 3 clusters Score -4475050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25558 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -4475048.500000 Penalty: 5161.115234
	Iteration 47Q: 3 clusters Score -4475048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -4475051.000000 Penalty: 5161.115234
	Iteration 48Q: 3 clusters Score -4475051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -4475054.500000 Penalty: 5161.115234
	Iteration 49Q: 3 clusters Score -4475054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -4475054.000000 Penalty: 5161.115234
	Iteration 50Q: 3 clusters Score -4475054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -4475056.000000 Penalty: 5161.115234
	Iteration 51Q: 3 clusters Score -4475056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -4475057.000000 Penalty: 5161.115234
	Iteration 52Q: 3 clusters Score -4475057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -4475052.500000 Penalty: 5161.115234
	Iteration 53Q: 3 clusters Score -4475052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -4475050.000000 Penalty: 5161.115234
	Iteration 54Q: 3 clusters Score -4475050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -4475053.500000 Penalty: 5161.115234
	Iteration 55Q: 3 clusters Score -4475054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -4475048.500000 Penalty: 5161.115234
	Iteration 56Q: 3 clusters Score -4475048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -4475051.500000 Penalty: 5161.115234
	Iteration 57Q: 3 clusters Score -4475052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -4475055.000000 Penalty: 5161.115234
	Iteration 58Q: 3 clusters Score -4475055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -4475055.000000 Penalty: 5161.115234
	Iteration 59Q: 3 clusters Score -4475055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -4475055.000000 Penalty: 5161.115234
	Iteration 60F: 3 clusters Score -4475055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 27218 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 25608 members 
Mstep: Class 5 contains 1908 members 
Mstep: Class 6 contains 293207 members 
Mstep: Class 7 contains 61690 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 143661 members 
Mstep: Class 11 contains 35488 members 
Mstep: Class 12 contains 56332 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51100 members 
Mstep: Class 16 contains 29824 members 
Mstep: Class 17 contains 92820 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 475 members 
Entering Unmasked Estep 
Score: -122178504.000000 Penalty: 64637.800781
Splitting cluster 4 changes total score from -122178368.000000 to -122178504.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 5 (1908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Entering Unmasked Estep 
Score: -228877.203125 Penalty: 1873.345093
	Iteration 0F: 2 clusters Score -228877.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -226616.187500 Penalty: 3746.690186
	Iteration 0F: 3 clusters Score -226616.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -230574.156250 Penalty: 3746.690186
	Iteration 1F: 3 clusters Score -230574.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -235596.812500 Penalty: 3746.690186
	Iteration 2F: 3 clusters Score -235596.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -237999.312500 Penalty: 3746.690186
	Iteration 3F: 3 clusters Score -237999.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -238253.640625 Penalty: 3746.690186
	Iteration 4Q: 3 clusters Score -238253.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -238344.468750 Penalty: 3746.690186
	Iteration 5Q: 3 clusters Score -238344.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -238354.890625 Penalty: 3746.690186
	Iteration 6Q: 3 clusters Score -238354.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -238361.046875 Penalty: 3746.690186
	Iteration 7Q: 3 clusters Score -238361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -238376.640625 Penalty: 3746.690186
	Iteration 8Q: 3 clusters Score -238376.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -238380.921875 Penalty: 3746.690186
	Iteration 9Q: 3 clusters Score -238380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -238381.671875 Penalty: 3746.690186
	Iteration 10F: 3 clusters Score -238381.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -238397.734375 Penalty: 3746.690186
	Iteration 11Q: 3 clusters Score -238397.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -238397.734375 Penalty: 3746.690186
	Iteration 12F: 3 clusters Score -238397.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 27218 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 25608 members 
Mstep: Class 5 contains 1479 members 
Mstep: Class 6 contains 293207 members 
Mstep: Class 7 contains 61690 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 143661 members 
Mstep: Class 11 contains 35488 members 
Mstep: Class 12 contains 56332 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51100 members 
Mstep: Class 16 contains 29824 members 
Mstep: Class 17 contains 92820 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 429 members 
Entering Unmasked Estep 
Score: -122186576.000000 Penalty: 68039.789062
Splitting cluster 5 changes total score from -122178368.000000 to -122186576.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 6 (293207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293207 members 
Entering Unmasked Estep 
Score: -40917928.000000 Penalty: 3121.981445
	Iteration 0F: 2 clusters Score -4.091793e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146473 members 
Mstep: Class 2 contains 146734 members 
Entering Unmasked Estep 
Score: -40774472.000000 Penalty: 6243.962891
	Iteration 0F: 3 clusters Score -4.077447e+07 nChanged 141810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145647 members 
Mstep: Class 2 contains 147560 members 
Entering Unmasked Estep 
Score: -40858428.000000 Penalty: 6243.962891
	Iteration 1F: 3 clusters Score -4.085843e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145668 members 
Mstep: Class 2 contains 147539 members 
Entering Unmasked Estep 
Score: -40859900.000000 Penalty: 6243.962891
	Iteration 2Q: 3 clusters Score -4.08599e+07 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145965 members 
Mstep: Class 2 contains 147242 members 
Entering Unmasked Estep 
Score: -40862216.000000 Penalty: 6243.962891
	Iteration 3Q: 3 clusters Score -4.086222e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146643 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -40865440.000000 Penalty: 6243.962891
	Iteration 4Q: 3 clusters Score -4.086544e+07 nChanged 12279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 145377 members 
Entering Unmasked Estep 
Score: -40870300.000000 Penalty: 6243.962891
	Iteration 5Q: 3 clusters Score -4.08703e+07 nChanged 15066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149420 members 
Mstep: Class 2 contains 143787 members 
Entering Unmasked Estep 
Score: -40878832.000000 Penalty: 6243.962891
	Iteration 6F: 3 clusters Score -4.087883e+07 nChanged 17803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151313 members 
Mstep: Class 2 contains 141894 members 
Entering Unmasked Estep 
Score: -40890480.000000 Penalty: 6243.962891
	Iteration 7F: 3 clusters Score -4.089048e+07 nChanged 18935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153416 members 
Mstep: Class 2 contains 139791 members 
Entering Unmasked Estep 
Score: -40903280.000000 Penalty: 6243.962891
	Iteration 8F: 3 clusters Score -4.090328e+07 nChanged 16538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155128 members 
Mstep: Class 2 contains 138079 members 
Entering Unmasked Estep 
Score: -40912452.000000 Penalty: 6243.962891
	Iteration 9F: 3 clusters Score -4.091245e+07 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156703 members 
Mstep: Class 2 contains 136504 members 
Entering Unmasked Estep 
Score: -40916112.000000 Penalty: 6243.962891
	Iteration 10Q: 3 clusters Score -4.091611e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158239 members 
Mstep: Class 2 contains 134968 members 
Entering Unmasked Estep 
Score: -40917216.000000 Penalty: 6243.962891
	Iteration 11Q: 3 clusters Score -4.091722e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159748 members 
Mstep: Class 2 contains 133459 members 
Entering Unmasked Estep 
Score: -40917584.000000 Penalty: 6243.962891
	Iteration 12Q: 3 clusters Score -4.091758e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161385 members 
Mstep: Class 2 contains 131822 members 
Entering Unmasked Estep 
Score: -40917984.000000 Penalty: 6243.962891
	Iteration 13Q: 3 clusters Score -4.091798e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163047 members 
Mstep: Class 2 contains 130160 members 
Entering Unmasked Estep 
Score: -40918192.000000 Penalty: 6243.962891
	Iteration 14Q: 3 clusters Score -4.091819e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164802 members 
Mstep: Class 2 contains 128405 members 
Entering Unmasked Estep 
Score: -40918624.000000 Penalty: 6243.962891
	Iteration 15Q: 3 clusters Score -4.091862e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166668 members 
Mstep: Class 2 contains 126539 members 
Entering Unmasked Estep 
Score: -40918832.000000 Penalty: 6243.962891
	Iteration 16Q: 3 clusters Score -4.091883e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168519 members 
Mstep: Class 2 contains 124688 members 
Entering Unmasked Estep 
Score: -40919356.000000 Penalty: 6243.962891
	Iteration 17Q: 3 clusters Score -4.091936e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170567 members 
Mstep: Class 2 contains 122640 members 
Entering Unmasked Estep 
Score: -40919600.000000 Penalty: 6243.962891
	Iteration 18Q: 3 clusters Score -4.09196e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172623 members 
Mstep: Class 2 contains 120584 members 
Entering Unmasked Estep 
Score: -40919936.000000 Penalty: 6243.962891
	Iteration 19Q: 3 clusters Score -4.091994e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174764 members 
Mstep: Class 2 contains 118443 members 
Entering Unmasked Estep 
Score: -40920228.000000 Penalty: 6243.962891
	Iteration 20F: 3 clusters Score -4.092023e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176974 members 
Mstep: Class 2 contains 116233 members 
Entering Unmasked Estep 
Score: -40920400.000000 Penalty: 6243.962891
	Iteration 21Q: 3 clusters Score -4.09204e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179240 members 
Mstep: Class 2 contains 113967 members 
Entering Unmasked Estep 
Score: -40920664.000000 Penalty: 6243.962891
	Iteration 22Q: 3 clusters Score -4.092066e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181598 members 
Mstep: Class 2 contains 111609 members 
Entering Unmasked Estep 
Score: -40921164.000000 Penalty: 6243.962891
	Iteration 23Q: 3 clusters Score -4.092116e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184113 members 
Mstep: Class 2 contains 109094 members 
Entering Unmasked Estep 
Score: -40921580.000000 Penalty: 6243.962891
	Iteration 24Q: 3 clusters Score -4.092158e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186828 members 
Mstep: Class 2 contains 106379 members 
Entering Unmasked Estep 
Score: -40922016.000000 Penalty: 6243.962891
	Iteration 25Q: 3 clusters Score -4.092202e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189683 members 
Mstep: Class 2 contains 103524 members 
Entering Unmasked Estep 
Score: -40922564.000000 Penalty: 6243.962891
	Iteration 26Q: 3 clusters Score -4.092256e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192705 members 
Mstep: Class 2 contains 100502 members 
Entering Unmasked Estep 
Score: -40923208.000000 Penalty: 6243.962891
	Iteration 27Q: 3 clusters Score -4.092321e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195864 members 
Mstep: Class 2 contains 97343 members 
Entering Unmasked Estep 
Score: -40923848.000000 Penalty: 6243.962891
	Iteration 28Q: 3 clusters Score -4.092385e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199192 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -40924832.000000 Penalty: 6243.962891
	Iteration 29Q: 3 clusters Score -4.092483e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202798 members 
Mstep: Class 2 contains 90409 members 
Entering Unmasked Estep 
Score: -40925556.000000 Penalty: 6243.962891
	Iteration 30Q: 3 clusters Score -4.092556e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206539 members 
Mstep: Class 2 contains 86668 members 
Entering Unmasked Estep 
Score: -40926336.000000 Penalty: 6243.962891
	Iteration 31Q: 3 clusters Score -4.092634e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210512 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -40927676.000000 Penalty: 6243.962891
	Iteration 32Q: 3 clusters Score -4.092768e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214711 members 
Mstep: Class 2 contains 78496 members 
Entering Unmasked Estep 
Score: -40928664.000000 Penalty: 6243.962891
	Iteration 33Q: 3 clusters Score -4.092866e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219121 members 
Mstep: Class 2 contains 74086 members 
Entering Unmasked Estep 
Score: -40929600.000000 Penalty: 6243.962891
	Iteration 34Q: 3 clusters Score -4.09296e+07 nChanged 4441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223456 members 
Mstep: Class 2 contains 69751 members 
Entering Unmasked Estep 
Score: -40930768.000000 Penalty: 6243.962891
	Iteration 35Q: 3 clusters Score -4.093077e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228037 members 
Mstep: Class 2 contains 65170 members 
Entering Unmasked Estep 
Score: -40932152.000000 Penalty: 6243.962891
	Iteration 36Q: 3 clusters Score -4.093215e+07 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232663 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -40933272.000000 Penalty: 6243.962891
	Iteration 37Q: 3 clusters Score -4.093327e+07 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237788 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -40934604.000000 Penalty: 6243.962891
	Iteration 38Q: 3 clusters Score -4.09346e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243264 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -40935760.000000 Penalty: 6243.962891
	Iteration 39Q: 3 clusters Score -4.093576e+07 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249336 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -40935900.000000 Penalty: 6243.962891
	Iteration 40F: 3 clusters Score -4.09359e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255700 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -40934744.000000 Penalty: 6243.962891
	Iteration 41Q: 3 clusters Score -4.093474e+07 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261812 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -40933316.000000 Penalty: 6243.962891
	Iteration 42Q: 3 clusters Score -4.093332e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267921 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -40931136.000000 Penalty: 6243.962891
	Iteration 43Q: 3 clusters Score -4.093114e+07 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273701 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -40928176.000000 Penalty: 6243.962891
	Iteration 44Q: 3 clusters Score -4.092818e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278458 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -40925456.000000 Penalty: 6243.962891
	Iteration 45Q: 3 clusters Score -4.092546e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282246 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -40923220.000000 Penalty: 6243.962891
	Iteration 46Q: 3 clusters Score -4.092322e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285125 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -40921824.000000 Penalty: 6243.962891
	Iteration 47Q: 3 clusters Score -4.092182e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287188 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -40920504.000000 Penalty: 6243.962891
	Iteration 48Q: 3 clusters Score -4.09205e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288572 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -40919524.000000 Penalty: 6243.962891
	Iteration 49Q: 3 clusters Score -4.091952e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289466 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -40919152.000000 Penalty: 6243.962891
	Iteration 50Q: 3 clusters Score -4.091915e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290026 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -40918940.000000 Penalty: 6243.962891
	Iteration 51Q: 3 clusters Score -4.091894e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290328 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -40918820.000000 Penalty: 6243.962891
	Iteration 52Q: 3 clusters Score -4.091882e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290514 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -40918840.000000 Penalty: 6243.962891
	Iteration 53Q: 3 clusters Score -4.091884e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290641 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -40918852.000000 Penalty: 6243.962891
	Iteration 54Q: 3 clusters Score -4.091885e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290680 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -40919024.000000 Penalty: 6243.962891
	Iteration 55Q: 3 clusters Score -4.091902e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290713 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -40919148.000000 Penalty: 6243.962891
	Iteration 56Q: 3 clusters Score -4.091915e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290768 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -40919136.000000 Penalty: 6243.962891
	Iteration 57Q: 3 clusters Score -4.091914e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290802 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -40919172.000000 Penalty: 6243.962891
	Iteration 58Q: 3 clusters Score -4.091917e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290831 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -40919180.000000 Penalty: 6243.962891
	Iteration 59Q: 3 clusters Score -4.091918e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290851 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -40919316.000000 Penalty: 6243.962891
	Iteration 60F: 3 clusters Score -4.091932e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290802 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -40919472.000000 Penalty: 6243.962891
	Iteration 61Q: 3 clusters Score -4.091947e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290736 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -40919576.000000 Penalty: 6243.962891
	Iteration 62Q: 3 clusters Score -4.091958e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290668 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -40919704.000000 Penalty: 6243.962891
	Iteration 63Q: 3 clusters Score -4.09197e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290625 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -40919852.000000 Penalty: 6243.962891
	Iteration 64Q: 3 clusters Score -4.091985e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290594 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -40919916.000000 Penalty: 6243.962891
	Iteration 65Q: 3 clusters Score -4.091992e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290571 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -40919980.000000 Penalty: 6243.962891
	Iteration 66Q: 3 clusters Score -4.091998e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290549 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -40920064.000000 Penalty: 6243.962891
	Iteration 67Q: 3 clusters Score -4.092006e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290511 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -40920132.000000 Penalty: 6243.962891
	Iteration 68Q: 3 clusters Score -4.092013e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290479 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -40920148.000000 Penalty: 6243.962891
	Iteration 69Q: 3 clusters Score -4.092015e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290450 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -40920212.000000 Penalty: 6243.962891
	Iteration 70Q: 3 clusters Score -4.092021e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290429 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -40920240.000000 Penalty: 6243.962891
	Iteration 71Q: 3 clusters Score -4.092024e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290407 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -40920292.000000 Penalty: 6243.962891
	Iteration 72Q: 3 clusters Score -4.092029e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290383 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -40920340.000000 Penalty: 6243.962891
	Iteration 73Q: 3 clusters Score -4.092034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290363 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -40920352.000000 Penalty: 6243.962891
	Iteration 74Q: 3 clusters Score -4.092035e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290340 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -40920412.000000 Penalty: 6243.962891
	Iteration 75Q: 3 clusters Score -4.092041e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290319 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -40920456.000000 Penalty: 6243.962891
	Iteration 76Q: 3 clusters Score -4.092046e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290297 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -40920484.000000 Penalty: 6243.962891
	Iteration 77Q: 3 clusters Score -4.092048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290282 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -40920516.000000 Penalty: 6243.962891
	Iteration 78Q: 3 clusters Score -4.092052e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290272 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -40920544.000000 Penalty: 6243.962891
	Iteration 79Q: 3 clusters Score -4.092054e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290273 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -40920568.000000 Penalty: 6243.962891
	Iteration 80F: 3 clusters Score -4.092057e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290270 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -40920584.000000 Penalty: 6243.962891
	Iteration 81Q: 3 clusters Score -4.092058e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290266 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -40920544.000000 Penalty: 6243.962891
	Iteration 82Q: 3 clusters Score -4.092054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290261 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -40920556.000000 Penalty: 6243.962891
	Iteration 83Q: 3 clusters Score -4.092056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290254 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -40920596.000000 Penalty: 6243.962891
	Iteration 84Q: 3 clusters Score -4.09206e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290241 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -40920604.000000 Penalty: 6243.962891
	Iteration 85Q: 3 clusters Score -4.09206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290234 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -40920600.000000 Penalty: 6243.962891
	Iteration 86Q: 3 clusters Score -4.09206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290227 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -40920628.000000 Penalty: 6243.962891
	Iteration 87Q: 3 clusters Score -4.092063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290223 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -40920624.000000 Penalty: 6243.962891
	Iteration 88Q: 3 clusters Score -4.092062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290216 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -40920600.000000 Penalty: 6243.962891
	Iteration 89Q: 3 clusters Score -4.09206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290212 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -40920604.000000 Penalty: 6243.962891
	Iteration 90Q: 3 clusters Score -4.09206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290206 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -40920608.000000 Penalty: 6243.962891
	Iteration 91Q: 3 clusters Score -4.092061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290207 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -40920612.000000 Penalty: 6243.962891
	Iteration 92Q: 3 clusters Score -4.092061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290202 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -40920624.000000 Penalty: 6243.962891
	Iteration 93Q: 3 clusters Score -4.092062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290190 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -40920624.000000 Penalty: 6243.962891
	Iteration 94Q: 3 clusters Score -4.092062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290183 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -40920660.000000 Penalty: 6243.962891
	Iteration 95Q: 3 clusters Score -4.092066e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290176 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -40920680.000000 Penalty: 6243.962891
	Iteration 96Q: 3 clusters Score -4.092068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290177 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -40920676.000000 Penalty: 6243.962891
	Iteration 97Q: 3 clusters Score -4.092068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290175 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -40920692.000000 Penalty: 6243.962891
	Iteration 98Q: 3 clusters Score -4.092069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290167 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -40920728.000000 Penalty: 6243.962891
	Iteration 99Q: 3 clusters Score -4.092073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290163 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -40920740.000000 Penalty: 6243.962891
	Iteration 100F: 3 clusters Score -4.092074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290156 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -40920736.000000 Penalty: 6243.962891
	Iteration 101Q: 3 clusters Score -4.092074e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290151 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -40920732.000000 Penalty: 6243.962891
	Iteration 102Q: 3 clusters Score -4.092073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290147 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -40920748.000000 Penalty: 6243.962891
	Iteration 103Q: 3 clusters Score -4.092075e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290145 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -40920740.000000 Penalty: 6243.962891
	Iteration 104Q: 3 clusters Score -4.092074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290147 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -40920752.000000 Penalty: 6243.962891
	Iteration 105Q: 3 clusters Score -4.092075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290145 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -40920736.000000 Penalty: 6243.962891
	Iteration 106Q: 3 clusters Score -4.092074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290144 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -40920744.000000 Penalty: 6243.962891
	Iteration 107Q: 3 clusters Score -4.092074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290144 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -40920724.000000 Penalty: 6243.962891
	Iteration 108Q: 3 clusters Score -4.092072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290140 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -40920768.000000 Penalty: 6243.962891
	Iteration 109Q: 3 clusters Score -4.092077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290137 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -40920760.000000 Penalty: 6243.962891
	Iteration 110Q: 3 clusters Score -4.092076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290135 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -40920792.000000 Penalty: 6243.962891
	Iteration 111Q: 3 clusters Score -4.092079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290136 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -40920760.000000 Penalty: 6243.962891
	Iteration 112Q: 3 clusters Score -4.092076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290138 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -40920756.000000 Penalty: 6243.962891
	Iteration 113Q: 3 clusters Score -4.092076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290139 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -40920756.000000 Penalty: 6243.962891
	Iteration 114Q: 3 clusters Score -4.092076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290139 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -40920748.000000 Penalty: 6243.962891
	Iteration 115Q: 3 clusters Score -4.092075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290138 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -40920716.000000 Penalty: 6243.962891
	Iteration 116Q: 3 clusters Score -4.092072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290140 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -40920744.000000 Penalty: 6243.962891
	Iteration 117Q: 3 clusters Score -4.092074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290141 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -40920748.000000 Penalty: 6243.962891
	Iteration 118Q: 3 clusters Score -4.092075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290141 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -40920748.000000 Penalty: 6243.962891
	Iteration 119F: 3 clusters Score -4.092075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 27218 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 25608 members 
Mstep: Class 5 contains 1479 members 
Mstep: Class 6 contains 290141 members 
Mstep: Class 7 contains 61690 members 
Mstep: Class 8 contains 1163 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 143661 members 
Mstep: Class 11 contains 35488 members 
Mstep: Class 12 contains 56332 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51100 members 
Mstep: Class 16 contains 29824 members 
Mstep: Class 17 contains 92820 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 3066 members 
Entering Unmasked Estep 
Score: -122189056.000000 Penalty: 71441.781250
Splitting cluster 6 changes total score from -122178368.000000 to -122189056.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 7 (61690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Entering Unmasked Estep 
Score: -8603954.000000 Penalty: 2735.409424
	Iteration 0F: 2 clusters Score -8603954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -8562649.000000 Penalty: 5470.818848
	Iteration 0F: 3 clusters Score -8562649 nChanged 28500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -8579388.000000 Penalty: 5470.818848
	Iteration 1F: 3 clusters Score -8579388 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -8580849.000000 Penalty: 5470.818848
	Iteration 2Q: 3 clusters Score -8580849 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -8582701.000000 Penalty: 5470.818848
	Iteration 3F: 3 clusters Score -8582701 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -8585311.000000 Penalty: 5470.818848
	Iteration 4F: 3 clusters Score -8585311 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -8588587.000000 Penalty: 5470.818848
	Iteration 5F: 3 clusters Score -8588587 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -8592023.000000 Penalty: 5470.818848
	Iteration 6F: 3 clusters Score -8592023 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -8594833.000000 Penalty: 5470.818848
	Iteration 7F: 3 clusters Score -8594833 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -8596425.000000 Penalty: 5470.818848
	Iteration 8Q: 3 clusters Score -8596425 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -8597256.000000 Penalty: 5470.818848
	Iteration 9Q: 3 clusters Score -8597256 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -8597871.000000 Penalty: 5470.818848
	Iteration 10Q: 3 clusters Score -8597871 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43663 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -8598472.000000 Penalty: 5470.818848
	Iteration 11Q: 3 clusters Score -8598472 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -8599052.000000 Penalty: 5470.818848
	Iteration 12Q: 3 clusters Score -8599052 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -8599626.000000 Penalty: 5470.818848
	Iteration 13Q: 3 clusters Score -8599626 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -8600242.000000 Penalty: 5470.818848
	Iteration 14Q: 3 clusters Score -8600242 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -8600881.000000 Penalty: 5470.818848
	Iteration 15Q: 3 clusters Score -8600881 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48953 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -8601502.000000 Penalty: 5470.818848
	Iteration 16Q: 3 clusters Score -8601502 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -8601942.000000 Penalty: 5470.818848
	Iteration 17Q: 3 clusters Score -8601942 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -8602296.000000 Penalty: 5470.818848
	Iteration 18Q: 3 clusters Score -8602296 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -8602542.000000 Penalty: 5470.818848
	Iteration 19Q: 3 clusters Score -8602542 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -8602759.000000 Penalty: 5470.818848
	Iteration 20F: 3 clusters Score -8602759 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52036 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -8602915.000000 Penalty: 5470.818848
	Iteration 21Q: 3 clusters Score -8602915 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -8602973.000000 Penalty: 5470.818848
	Iteration 22Q: 3 clusters Score -8602973 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -8603024.000000 Penalty: 5470.818848
	Iteration 23Q: 3 clusters Score -8603024 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52834 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -8603042.000000 Penalty: 5470.818848
	Iteration 24Q: 3 clusters Score -8603042 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -8603080.000000 Penalty: 5470.818848
	Iteration 25Q: 3 clusters Score -8603080 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53188 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -8603117.000000 Penalty: 5470.818848
	Iteration 26Q: 3 clusters Score -8603117 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -8603133.000000 Penalty: 5470.818848
	Iteration 27Q: 3 clusters Score -8603133 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -8603147.000000 Penalty: 5470.818848
	Iteration 28Q: 3 clusters Score -8603147 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -8603146.000000 Penalty: 5470.818848
	Iteration 29Q: 3 clusters Score -8603146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53586 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -8603156.000000 Penalty: 5470.818848
	Iteration 30Q: 3 clusters Score -8603156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -8603148.000000 Penalty: 5470.818848
	Iteration 31Q: 3 clusters Score -8603148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -8603178.000000 Penalty: 5470.818848
	Iteration 32Q: 3 clusters Score -8603178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -8603188.000000 Penalty: 5470.818848
	Iteration 33Q: 3 clusters Score -8603188 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53816 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -8603206.000000 Penalty: 5470.818848
	Iteration 34Q: 3 clusters Score -8603206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -8603219.000000 Penalty: 5470.818848
	Iteration 35Q: 3 clusters Score -8603219 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -8603204.000000 Penalty: 5470.818848
	Iteration 36Q: 3 clusters Score -8603204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53961 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -8603214.000000 Penalty: 5470.818848
	Iteration 37Q: 3 clusters Score -8603214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -8603225.000000 Penalty: 5470.818848
	Iteration 38Q: 3 clusters Score -8603225 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54032 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -8603223.000000 Penalty: 5470.818848
	Iteration 39Q: 3 clusters Score -8603223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54053 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -8603224.000000 Penalty: 5470.818848
	Iteration 40F: 3 clusters Score -8603224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54070 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -8603240.000000 Penalty: 5470.818848
	Iteration 41Q: 3 clusters Score -8603240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -8603233.000000 Penalty: 5470.818848
	Iteration 42Q: 3 clusters Score -8603233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -8603243.000000 Penalty: 5470.818848
	Iteration 43Q: 3 clusters Score -8603243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54098 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -8603251.000000 Penalty: 5470.818848
	Iteration 44Q: 3 clusters Score -8603251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54104 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -8603243.000000 Penalty: 5470.818848
	Iteration 45Q: 3 clusters Score -8603243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -8603251.000000 Penalty: 5470.818848
	Iteration 46Q: 3 clusters Score -8603251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -8603247.000000 Penalty: 5470.818848
	Iteration 47Q: 3 clusters Score -8603247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -8603246.000000 Penalty: 5470.818848
	Iteration 48Q: 3 clusters Score -8603246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -8603248.000000 Penalty: 5470.818848
	Iteration 49Q: 3 clusters Score -8603248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -8603252.000000 Penalty: 5470.818848
	Iteration 50Q: 3 clusters Score -8603252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -8603253.000000 Penalty: 5470.818848
	Iteration 51Q: 3 clusters Score -8603253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -8603240.000000 Penalty: 5470.818848
	Iteration 52Q: 3 clusters Score -8603240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -8603245.000000 Penalty: 5470.818848
	Iteration 53Q: 3 clusters Score -8603245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54157 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -8603240.000000 Penalty: 5470.818848
	Iteration 54Q: 3 clusters Score -8603240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -8603245.000000 Penalty: 5470.818848
	Iteration 55Q: 3 clusters Score -8603245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -8603251.000000 Penalty: 5470.818848
	Iteration 56Q: 3 clusters Score -8603251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -8603258.000000 Penalty: 5470.818848
	Iteration 57Q: 3 clusters Score -8603258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -8603255.000000 Penalty: 5470.818848
	Iteration 58Q: 3 clusters Score -8603255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -8603253.000000 Penalty: 5470.818848
	Iteration 59Q: 3 clusters Score -8603253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -8603252.000000 Penalty: 5470.818848
	Iteration 60F: 3 clusters Score -8603252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -8603256.000000 Penalty: 5470.818848
	Iteration 61Q: 3 clusters Score -8603256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -8603256.000000 Penalty: 5470.818848
	Iteration 62Q: 3 clusters Score -8603256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -8603262.000000 Penalty: 5470.818848
	Iteration 63Q: 3 clusters Score -8603262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -8603258.000000 Penalty: 5470.818848
	Iteration 64Q: 3 clusters Score -8603258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -8603256.000000 Penalty: 5470.818848
	Iteration 65Q: 3 clusters Score -8603256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54198 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -8603256.000000 Penalty: 5470.818848
	Iteration 66F: 3 clusters Score -8603256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Entering Unmasked Estep 
Score: -152775.953125 Penalty: 1750.572021
	Iteration 0F: 2 clusters Score -152776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -150797.531250 Penalty: 3501.144043
	Iteration 0F: 3 clusters Score -150797.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -151515.625000 Penalty: 3501.144043
	Iteration 1F: 3 clusters Score -151515.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -152415.437500 Penalty: 3501.144043
	Iteration 2F: 3 clusters Score -152415.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -153022.328125 Penalty: 3501.144043
	Iteration 3F: 3 clusters Score -153022.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -153214.687500 Penalty: 3501.144043
	Iteration 4F: 3 clusters Score -153214.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -153341.375000 Penalty: 3501.144043
	Iteration 5Q: 3 clusters Score -153341.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -153422.609375 Penalty: 3501.144043
	Iteration 6Q: 3 clusters Score -153422.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -153572.937500 Penalty: 3501.144043
	Iteration 7Q: 3 clusters Score -153572.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -153694.031250 Penalty: 3501.144043
	Iteration 8Q: 3 clusters Score -153694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -153765.906250 Penalty: 3501.144043
	Iteration 9Q: 3 clusters Score -153765.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -153838.171875 Penalty: 3501.144043
	Iteration 10Q: 3 clusters Score -153838.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -153904.140625 Penalty: 3501.144043
	Iteration 11Q: 3 clusters Score -153904.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153952.812500 Penalty: 3501.144043
	Iteration 12Q: 3 clusters Score -153952.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -153972.625000 Penalty: 3501.144043
	Iteration 13Q: 3 clusters Score -153972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -153979.031250 Penalty: 3501.144043
	Iteration 14Q: 3 clusters Score -153979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -153983.750000 Penalty: 3501.144043
	Iteration 15Q: 3 clusters Score -153983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -153986.750000 Penalty: 3501.144043
	Iteration 16Q: 3 clusters Score -153986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -153991.593750 Penalty: 3501.144043
	Iteration 17Q: 3 clusters Score -153991.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153996.156250 Penalty: 3501.144043
	Iteration 18Q: 3 clusters Score -153996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153996.156250 Penalty: 3501.144043
	Iteration 19F: 3 clusters Score -153996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 27218 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 25608 members 
Mstep: Class 5 contains 1479 members 
Mstep: Class 6 contains 290141 members 
Mstep: Class 7 contains 61690 members 
Mstep: Class 8 contains 465 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 143661 members 
Mstep: Class 11 contains 35488 members 
Mstep: Class 12 contains 56332 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51100 members 
Mstep: Class 16 contains 29824 members 
Mstep: Class 17 contains 92820 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 3066 members 
Mstep: Class 22 contains 698 members 
Entering Unmasked Estep 
Score: -122188824.000000 Penalty: 74843.773438
Splitting cluster 8 changes total score from -122178368.000000 to -122188824.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (143661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143661 members 
Entering Unmasked Estep 
Score: -19700582.000000 Penalty: 2945.052490
	Iteration 0F: 2 clusters Score -1.970058e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71645 members 
Mstep: Class 2 contains 72016 members 
Entering Unmasked Estep 
Score: -19606052.000000 Penalty: 5890.104980
	Iteration 0F: 3 clusters Score -1.960605e+07 nChanged 68506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 74516 members 
Entering Unmasked Estep 
Score: -19645634.000000 Penalty: 5890.104980
	Iteration 1F: 3 clusters Score -1.964563e+07 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67983 members 
Mstep: Class 2 contains 75678 members 
Entering Unmasked Estep 
Score: -19647094.000000 Penalty: 5890.104980
	Iteration 2Q: 3 clusters Score -1.964709e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66340 members 
Mstep: Class 2 contains 77321 members 
Entering Unmasked Estep 
Score: -19649188.000000 Penalty: 5890.104980
	Iteration 3Q: 3 clusters Score -1.964919e+07 nChanged 6501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63897 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -19652172.000000 Penalty: 5890.104980
	Iteration 4Q: 3 clusters Score -1.965217e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 83053 members 
Entering Unmasked Estep 
Score: -19656362.000000 Penalty: 5890.104980
	Iteration 5F: 3 clusters Score -1.965636e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
Score: -19661798.000000 Penalty: 5890.104980
	Iteration 6F: 3 clusters Score -1.96618e+07 nChanged 9200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 92211 members 
Entering Unmasked Estep 
Score: -19667872.000000 Penalty: 5890.104980
	Iteration 7F: 3 clusters Score -1.966787e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 97567 members 
Entering Unmasked Estep 
Score: -19673638.000000 Penalty: 5890.104980
	Iteration 8F: 3 clusters Score -1.967364e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 103142 members 
Entering Unmasked Estep 
Score: -19678474.000000 Penalty: 5890.104980
	Iteration 9F: 3 clusters Score -1.967847e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34854 members 
Mstep: Class 2 contains 108807 members 
Entering Unmasked Estep 
Score: -19682294.000000 Penalty: 5890.104980
	Iteration 10Q: 3 clusters Score -1.968229e+07 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 114411 members 
Entering Unmasked Estep 
Score: -19686116.000000 Penalty: 5890.104980
	Iteration 11Q: 3 clusters Score -1.968612e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 119807 members 
Entering Unmasked Estep 
Score: -19689310.000000 Penalty: 5890.104980
	Iteration 12Q: 3 clusters Score -1.968931e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 124570 members 
Entering Unmasked Estep 
Score: -19692126.000000 Penalty: 5890.104980
	Iteration 13Q: 3 clusters Score -1.969213e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 128709 members 
Entering Unmasked Estep 
Score: -19694410.000000 Penalty: 5890.104980
	Iteration 14Q: 3 clusters Score -1.969441e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 132025 members 
Entering Unmasked Estep 
Score: -19695938.000000 Penalty: 5890.104980
	Iteration 15Q: 3 clusters Score -1.969594e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 134489 members 
Entering Unmasked Estep 
Score: -19696998.000000 Penalty: 5890.104980
	Iteration 16Q: 3 clusters Score -1.9697e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 136359 members 
Entering Unmasked Estep 
Score: -19697748.000000 Penalty: 5890.104980
	Iteration 17Q: 3 clusters Score -1.969775e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 137709 members 
Entering Unmasked Estep 
Score: -19698306.000000 Penalty: 5890.104980
	Iteration 18Q: 3 clusters Score -1.969831e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 138639 members 
Entering Unmasked Estep 
Score: -19698668.000000 Penalty: 5890.104980
	Iteration 19Q: 3 clusters Score -1.969867e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 139288 members 
Entering Unmasked Estep 
Score: -19698896.000000 Penalty: 5890.104980
	Iteration 20F: 3 clusters Score -1.96989e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 139732 members 
Entering Unmasked Estep 
Score: -19699070.000000 Penalty: 5890.104980
	Iteration 21Q: 3 clusters Score -1.969907e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 139999 members 
Entering Unmasked Estep 
Score: -19699128.000000 Penalty: 5890.104980
	Iteration 22Q: 3 clusters Score -1.969913e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 140203 members 
Entering Unmasked Estep 
Score: -19699186.000000 Penalty: 5890.104980
	Iteration 23Q: 3 clusters Score -1.969919e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 140350 members 
Entering Unmasked Estep 
Score: -19699252.000000 Penalty: 5890.104980
	Iteration 24Q: 3 clusters Score -1.969925e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 140451 members 
Entering Unmasked Estep 
Score: -19699250.000000 Penalty: 5890.104980
	Iteration 25Q: 3 clusters Score -1.969925e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 140538 members 
Entering Unmasked Estep 
Score: -19699276.000000 Penalty: 5890.104980
	Iteration 26Q: 3 clusters Score -1.969928e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 140607 members 
Entering Unmasked Estep 
Score: -19699312.000000 Penalty: 5890.104980
	Iteration 27Q: 3 clusters Score -1.969931e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 140665 members 
Entering Unmasked Estep 
Score: -19699308.000000 Penalty: 5890.104980
	Iteration 28Q: 3 clusters Score -1.969931e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 140715 members 
Entering Unmasked Estep 
Score: -19699326.000000 Penalty: 5890.104980
	Iteration 29Q: 3 clusters Score -1.969933e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 140761 members 
Entering Unmasked Estep 
Score: -19699324.000000 Penalty: 5890.104980
	Iteration 30Q: 3 clusters Score -1.969932e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 140801 members 
Entering Unmasked Estep 
Score: -19699334.000000 Penalty: 5890.104980
	Iteration 31Q: 3 clusters Score -1.969933e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 140828 members 
Entering Unmasked Estep 
Score: -19699340.000000 Penalty: 5890.104980
	Iteration 32Q: 3 clusters Score -1.969934e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 140847 members 
Entering Unmasked Estep 
Score: -19699318.000000 Penalty: 5890.104980
	Iteration 33Q: 3 clusters Score -1.969932e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 140860 members 
Entering Unmasked Estep 
Score: -19699318.000000 Penalty: 5890.104980
	Iteration 34Q: 3 clusters Score -1.969932e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 140872 members 
Entering Unmasked Estep 
Score: -19699304.000000 Penalty: 5890.104980
	Iteration 35Q: 3 clusters Score -1.96993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 140880 members 
Entering Unmasked Estep 
Score: -19699318.000000 Penalty: 5890.104980
	Iteration 36Q: 3 clusters Score -1.969932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 140889 members 
Entering Unmasked Estep 
Score: -19699318.000000 Penalty: 5890.104980
	Iteration 37Q: 3 clusters Score -1.969932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 140891 members 
Entering Unmasked Estep 
Score: -19699328.000000 Penalty: 5890.104980
	Iteration 38Q: 3 clusters Score -1.969933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 140898 members 
Entering Unmasked Estep 
Score: -19699324.000000 Penalty: 5890.104980
	Iteration 39Q: 3 clusters Score -1.969932e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 140905 members 
Entering Unmasked Estep 
Score: -19699334.000000 Penalty: 5890.104980
	Iteration 40F: 3 clusters Score -1.969933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 140905 members 
Entering Unmasked Estep 
Score: -19699344.000000 Penalty: 5890.104980
	Iteration 41Q: 3 clusters Score -1.969934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 140909 members 
Entering Unmasked Estep 
Score: -19699342.000000 Penalty: 5890.104980
	Iteration 42Q: 3 clusters Score -1.969934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 140917 members 
Entering Unmasked Estep 
Score: -19699340.000000 Penalty: 5890.104980
	Iteration 43Q: 3 clusters Score -1.969934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -19699332.000000 Penalty: 5890.104980
	Iteration 44Q: 3 clusters Score -1.969933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 140928 members 
Entering Unmasked Estep 
Score: -19699330.000000 Penalty: 5890.104980
	Iteration 45Q: 3 clusters Score -1.969933e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 140927 members 
Entering Unmasked Estep 
Score: -19699328.000000 Penalty: 5890.104980
	Iteration 46Q: 3 clusters Score -1.969933e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 140929 members 
Entering Unmasked Estep 
Score: -19699340.000000 Penalty: 5890.104980
	Iteration 47Q: 3 clusters Score -1.969934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 140935 members 
Entering Unmasked Estep 
Score: -19699320.000000 Penalty: 5890.104980
	Iteration 48Q: 3 clusters Score -1.969932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 140938 members 
Entering Unmasked Estep 
Score: -19699316.000000 Penalty: 5890.104980
	Iteration 49Q: 3 clusters Score -1.969932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 140939 members 
Entering Unmasked Estep 
Score: -19699316.000000 Penalty: 5890.104980
	Iteration 50Q: 3 clusters Score -1.969932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 140943 members 
Entering Unmasked Estep 
Score: -19699312.000000 Penalty: 5890.104980
	Iteration 51Q: 3 clusters Score -1.969931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 140943 members 
Entering Unmasked Estep 
Score: -19699316.000000 Penalty: 5890.104980
	Iteration 52Q: 3 clusters Score -1.969932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 140942 members 
Entering Unmasked Estep 
Score: -19699308.000000 Penalty: 5890.104980
	Iteration 53Q: 3 clusters Score -1.969931e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 140942 members 
Entering Unmasked Estep 
Score: -19699308.000000 Penalty: 5890.104980
	Iteration 54F: 3 clusters Score -1.969931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Entering Unmasked Estep 
Score: -4819311.500000 Penalty: 2598.283447
	Iteration 0F: 2 clusters Score -4819312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4795120.500000 Penalty: 5196.566895
	Iteration 0F: 3 clusters Score -4795120 nChanged 16305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4804012.500000 Penalty: 5196.566895
	Iteration 1F: 3 clusters Score -4804012 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -4804666.500000 Penalty: 5196.566895
	Iteration 2Q: 3 clusters Score -4804666 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4805492.500000 Penalty: 5196.566895
	Iteration 3F: 3 clusters Score -4805492 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -4806732.500000 Penalty: 5196.566895
	Iteration 4F: 3 clusters Score -4806732 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -4808404.500000 Penalty: 5196.566895
	Iteration 5F: 3 clusters Score -4808404 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -4810119.000000 Penalty: 5196.566895
	Iteration 6F: 3 clusters Score -4810119 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4811588.500000 Penalty: 5196.566895
	Iteration 7F: 3 clusters Score -4811588 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -4812794.000000 Penalty: 5196.566895
	Iteration 8F: 3 clusters Score -4812794 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -4813748.500000 Penalty: 5196.566895
	Iteration 9Q: 3 clusters Score -4813748 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -4814675.500000 Penalty: 5196.566895
	Iteration 10Q: 3 clusters Score -4814676 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -4815590.000000 Penalty: 5196.566895
	Iteration 11Q: 3 clusters Score -4815590 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -4816609.500000 Penalty: 5196.566895
	Iteration 12Q: 3 clusters Score -4816610 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -4817600.500000 Penalty: 5196.566895
	Iteration 13Q: 3 clusters Score -4817600 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -4818693.000000 Penalty: 5196.566895
	Iteration 14Q: 3 clusters Score -4818693 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -4819741.500000 Penalty: 5196.566895
	Iteration 15Q: 3 clusters Score -4819742 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4820637.500000 Penalty: 5196.566895
	Iteration 16Q: 3 clusters Score -4820638 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -4821283.500000 Penalty: 5196.566895
	Iteration 17Q: 3 clusters Score -4821284 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -4821651.000000 Penalty: 5196.566895
	Iteration 18Q: 3 clusters Score -4821651 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -4821902.500000 Penalty: 5196.566895
	Iteration 19Q: 3 clusters Score -4821902 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -4822072.500000 Penalty: 5196.566895
	Iteration 20F: 3 clusters Score -4822072 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -4822211.000000 Penalty: 5196.566895
	Iteration 21Q: 3 clusters Score -4822211 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -4822332.500000 Penalty: 5196.566895
	Iteration 22Q: 3 clusters Score -4822332 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -4822437.500000 Penalty: 5196.566895
	Iteration 23Q: 3 clusters Score -4822438 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -4822504.500000 Penalty: 5196.566895
	Iteration 24Q: 3 clusters Score -4822504 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -4822600.000000 Penalty: 5196.566895
	Iteration 25Q: 3 clusters Score -4822600 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -4822679.500000 Penalty: 5196.566895
	Iteration 26Q: 3 clusters Score -4822680 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -4822747.000000 Penalty: 5196.566895
	Iteration 27Q: 3 clusters Score -4822747 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -4822820.000000 Penalty: 5196.566895
	Iteration 28Q: 3 clusters Score -4822820 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -4822865.000000 Penalty: 5196.566895
	Iteration 29Q: 3 clusters Score -4822865 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -4822914.500000 Penalty: 5196.566895
	Iteration 30Q: 3 clusters Score -4822914 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -4822942.000000 Penalty: 5196.566895
	Iteration 31Q: 3 clusters Score -4822942 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -4822989.000000 Penalty: 5196.566895
	Iteration 32Q: 3 clusters Score -4822989 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -4823009.500000 Penalty: 5196.566895
	Iteration 33Q: 3 clusters Score -4823010 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4823026.000000 Penalty: 5196.566895
	Iteration 34Q: 3 clusters Score -4823026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -4823031.000000 Penalty: 5196.566895
	Iteration 35Q: 3 clusters Score -4823031 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -4823057.500000 Penalty: 5196.566895
	Iteration 36Q: 3 clusters Score -4823058 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4823075.000000 Penalty: 5196.566895
	Iteration 37Q: 3 clusters Score -4823075 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -4823102.500000 Penalty: 5196.566895
	Iteration 38Q: 3 clusters Score -4823102 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -4823118.500000 Penalty: 5196.566895
	Iteration 39Q: 3 clusters Score -4823118 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -4823129.500000 Penalty: 5196.566895
	Iteration 40F: 3 clusters Score -4823130 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -4823143.000000 Penalty: 5196.566895
	Iteration 41Q: 3 clusters Score -4823143 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
Score: -4823174.000000 Penalty: 5196.566895
	Iteration 42Q: 3 clusters Score -4823174 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -4823195.000000 Penalty: 5196.566895
	Iteration 43Q: 3 clusters Score -4823195 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 28736 members 
Entering Unmasked Estep 
Score: -4823211.000000 Penalty: 5196.566895
	Iteration 44Q: 3 clusters Score -4823211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -4823224.500000 Penalty: 5196.566895
	Iteration 45Q: 3 clusters Score -4823224 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -4823238.000000 Penalty: 5196.566895
	Iteration 46Q: 3 clusters Score -4823238 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -4823244.000000 Penalty: 5196.566895
	Iteration 47Q: 3 clusters Score -4823244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -4823238.500000 Penalty: 5196.566895
	Iteration 48Q: 3 clusters Score -4823238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -4823253.000000 Penalty: 5196.566895
	Iteration 49Q: 3 clusters Score -4823253 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -4823254.500000 Penalty: 5196.566895
	Iteration 50Q: 3 clusters Score -4823254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -4823255.000000 Penalty: 5196.566895
	Iteration 51Q: 3 clusters Score -4823255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -4823246.500000 Penalty: 5196.566895
	Iteration 52Q: 3 clusters Score -4823246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 29029 members 
Entering Unmasked Estep 
Score: -4823257.500000 Penalty: 5196.566895
	Iteration 53Q: 3 clusters Score -4823258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -4823260.500000 Penalty: 5196.566895
	Iteration 54Q: 3 clusters Score -4823260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -4823255.000000 Penalty: 5196.566895
	Iteration 55Q: 3 clusters Score -4823255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -4823258.500000 Penalty: 5196.566895
	Iteration 56Q: 3 clusters Score -4823258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -4823254.500000 Penalty: 5196.566895
	Iteration 57Q: 3 clusters Score -4823254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 29090 members 
Entering Unmasked Estep 
Score: -4823252.000000 Penalty: 5196.566895
	Iteration 58Q: 3 clusters Score -4823252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -4823253.000000 Penalty: 5196.566895
	Iteration 59Q: 3 clusters Score -4823253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -4823255.000000 Penalty: 5196.566895
	Iteration 60F: 3 clusters Score -4823255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -4823249.000000 Penalty: 5196.566895
	Iteration 61Q: 3 clusters Score -4823249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -4823250.500000 Penalty: 5196.566895
	Iteration 62Q: 3 clusters Score -4823250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 29118 members 
Entering Unmasked Estep 
Score: -4823255.000000 Penalty: 5196.566895
	Iteration 63Q: 3 clusters Score -4823255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -4823257.000000 Penalty: 5196.566895
	Iteration 64Q: 3 clusters Score -4823257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -4823256.500000 Penalty: 5196.566895
	Iteration 65Q: 3 clusters Score -4823256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -4823256.000000 Penalty: 5196.566895
	Iteration 66Q: 3 clusters Score -4823256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -4823254.000000 Penalty: 5196.566895
	Iteration 67Q: 3 clusters Score -4823254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -4823254.000000 Penalty: 5196.566895
	Iteration 68F: 3 clusters Score -4823254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 27218 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 25608 members 
Mstep: Class 5 contains 1479 members 
Mstep: Class 6 contains 290141 members 
Mstep: Class 7 contains 61690 members 
Mstep: Class 8 contains 465 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 143661 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 56332 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51100 members 
Mstep: Class 16 contains 29824 members 
Mstep: Class 17 contains 92820 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 3066 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 29134 members 
Entering Unmasked Estep 
Score: -122191504.000000 Penalty: 78245.757812
Splitting cluster 11 changes total score from -122178368.000000 to -122191504.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (56332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Entering Unmasked Estep 
Score: -7701404.500000 Penalty: 2712.876465
	Iteration 0F: 2 clusters Score -7701404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -7663639.000000 Penalty: 5425.752930
	Iteration 0F: 3 clusters Score -7663639 nChanged 26142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -7679291.000000 Penalty: 5425.752930
	Iteration 1F: 3 clusters Score -7679291 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -7683143.500000 Penalty: 5425.752930
	Iteration 2F: 3 clusters Score -7683144 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -7690112.000000 Penalty: 5425.752930
	Iteration 3F: 3 clusters Score -7690112 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -7696477.000000 Penalty: 5425.752930
	Iteration 4F: 3 clusters Score -7696477 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -7699782.000000 Penalty: 5425.752930
	Iteration 5F: 3 clusters Score -7699782 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -7701328.000000 Penalty: 5425.752930
	Iteration 6Q: 3 clusters Score -7701328 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -7702271.000000 Penalty: 5425.752930
	Iteration 7Q: 3 clusters Score -7702271 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -7703026.500000 Penalty: 5425.752930
	Iteration 8Q: 3 clusters Score -7703026 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -7703725.500000 Penalty: 5425.752930
	Iteration 9Q: 3 clusters Score -7703726 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -7704333.000000 Penalty: 5425.752930
	Iteration 10Q: 3 clusters Score -7704333 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -7704840.000000 Penalty: 5425.752930
	Iteration 11Q: 3 clusters Score -7704840 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -7705145.500000 Penalty: 5425.752930
	Iteration 12Q: 3 clusters Score -7705146 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -7705303.500000 Penalty: 5425.752930
	Iteration 13Q: 3 clusters Score -7705304 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -7705397.500000 Penalty: 5425.752930
	Iteration 14Q: 3 clusters Score -7705398 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -7705458.000000 Penalty: 5425.752930
	Iteration 15Q: 3 clusters Score -7705458 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51949 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -7705475.500000 Penalty: 5425.752930
	Iteration 16Q: 3 clusters Score -7705476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -7705512.000000 Penalty: 5425.752930
	Iteration 17Q: 3 clusters Score -7705512 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -7705524.500000 Penalty: 5425.752930
	Iteration 18Q: 3 clusters Score -7705524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -7705536.500000 Penalty: 5425.752930
	Iteration 19Q: 3 clusters Score -7705536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52261 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -7705533.500000 Penalty: 5425.752930
	Iteration 20F: 3 clusters Score -7705534 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52297 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -7705540.000000 Penalty: 5425.752930
	Iteration 21Q: 3 clusters Score -7705540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52313 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -7705538.000000 Penalty: 5425.752930
	Iteration 22Q: 3 clusters Score -7705538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -7705546.500000 Penalty: 5425.752930
	Iteration 23Q: 3 clusters Score -7705546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -7705545.500000 Penalty: 5425.752930
	Iteration 24Q: 3 clusters Score -7705546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -7705545.500000 Penalty: 5425.752930
	Iteration 25Q: 3 clusters Score -7705546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -7705550.000000 Penalty: 5425.752930
	Iteration 26Q: 3 clusters Score -7705550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52383 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -7705561.000000 Penalty: 5425.752930
	Iteration 27Q: 3 clusters Score -7705561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52387 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -7705554.000000 Penalty: 5425.752930
	Iteration 28Q: 3 clusters Score -7705554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52390 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -7705544.000000 Penalty: 5425.752930
	Iteration 29Q: 3 clusters Score -7705544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -7705541.500000 Penalty: 5425.752930
	Iteration 30Q: 3 clusters Score -7705542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -7705537.000000 Penalty: 5425.752930
	Iteration 31Q: 3 clusters Score -7705537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -7705550.500000 Penalty: 5425.752930
	Iteration 32Q: 3 clusters Score -7705550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52414 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -7705551.500000 Penalty: 5425.752930
	Iteration 33Q: 3 clusters Score -7705552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52422 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -7705552.000000 Penalty: 5425.752930
	Iteration 34Q: 3 clusters Score -7705552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -7705550.500000 Penalty: 5425.752930
	Iteration 35Q: 3 clusters Score -7705550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -7705558.500000 Penalty: 5425.752930
	Iteration 36Q: 3 clusters Score -7705558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -7705560.500000 Penalty: 5425.752930
	Iteration 37Q: 3 clusters Score -7705560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52446 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -7705557.000000 Penalty: 5425.752930
	Iteration 38Q: 3 clusters Score -7705557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52448 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -7705557.000000 Penalty: 5425.752930
	Iteration 39Q: 3 clusters Score -7705557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -7705552.000000 Penalty: 5425.752930
	Iteration 40F: 3 clusters Score -7705552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52456 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -7705547.500000 Penalty: 5425.752930
	Iteration 41Q: 3 clusters Score -7705548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -7705552.000000 Penalty: 5425.752930
	Iteration 42Q: 3 clusters Score -7705552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52457 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -7705552.000000 Penalty: 5425.752930
	Iteration 43F: 3 clusters Score -7705552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 27218 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 25608 members 
Mstep: Class 5 contains 1479 members 
Mstep: Class 6 contains 290141 members 
Mstep: Class 7 contains 61690 members 
Mstep: Class 8 contains 465 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 143661 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 52457 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 796 members 
Mstep: Class 15 contains 51100 members 
Mstep: Class 16 contains 29824 members 
Mstep: Class 17 contains 92820 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 3066 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 29134 members 
Mstep: Class 24 contains 3875 members 
Entering Unmasked Estep 
Score: -122196704.000000 Penalty: 81647.750000
Splitting cluster 12 changes total score from -122178368.000000 to -122196704.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (7112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Entering Unmasked Estep 
Score: -912739.062500 Penalty: 2199.645752
	Iteration 0F: 2 clusters Score -912739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -906929.875000 Penalty: 4399.291504
	Iteration 0F: 3 clusters Score -906929.9 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -908678.500000 Penalty: 4399.291504
	Iteration 1F: 3 clusters Score -908678.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -909087.125000 Penalty: 4399.291504
	Iteration 2F: 3 clusters Score -909087.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -909453.812500 Penalty: 4399.291504
	Iteration 3F: 3 clusters Score -909453.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -909737.937500 Penalty: 4399.291504
	Iteration 4F: 3 clusters Score -909737.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -909959.312500 Penalty: 4399.291504
	Iteration 5F: 3 clusters Score -909959.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -910127.062500 Penalty: 4399.291504
	Iteration 6Q: 3 clusters Score -910127.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -910282.875000 Penalty: 4399.291504
	Iteration 7Q: 3 clusters Score -910282.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -910419.375000 Penalty: 4399.291504
	Iteration 8Q: 3 clusters Score -910419.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -910528.000000 Penalty: 4399.291504
	Iteration 9Q: 3 clusters Score -910528 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -910612.000000 Penalty: 4399.291504
	Iteration 10Q: 3 clusters Score -910612 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -910701.750000 Penalty: 4399.291504
	Iteration 11Q: 3 clusters Score -910701.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -910811.875000 Penalty: 4399.291504
	Iteration 12Q: 3 clusters Score -910811.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -910917.687500 Penalty: 4399.291504
	Iteration 13Q: 3 clusters Score -910917.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -911009.187500 Penalty: 4399.291504
	Iteration 14Q: 3 clusters Score -911009.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -911073.625000 Penalty: 4399.291504
	Iteration 15Q: 3 clusters Score -911073.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -911135.187500 Penalty: 4399.291504
	Iteration 16Q: 3 clusters Score -911135.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -911184.500000 Penalty: 4399.291504
	Iteration 17Q: 3 clusters Score -911184.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -911226.062500 Penalty: 4399.291504
	Iteration 18Q: 3 clusters Score -911226.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -911267.625000 Penalty: 4399.291504
	Iteration 19Q: 3 clusters Score -911267.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -911304.312500 Penalty: 4399.291504
	Iteration 20F: 3 clusters Score -911304.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -911333.875000 Penalty: 4399.291504
	Iteration 21Q: 3 clusters Score -911333.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -911363.187500 Penalty: 4399.291504
	Iteration 22Q: 3 clusters Score -911363.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -911390.562500 Penalty: 4399.291504
	Iteration 23Q: 3 clusters Score -911390.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -911413.062500 Penalty: 4399.291504
	Iteration 24Q: 3 clusters Score -911413.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -911437.937500 Penalty: 4399.291504
	Iteration 25Q: 3 clusters Score -911437.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -911464.250000 Penalty: 4399.291504
	Iteration 26Q: 3 clusters Score -911464.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -911490.125000 Penalty: 4399.291504
	Iteration 27Q: 3 clusters Score -911490.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -911514.750000 Penalty: 4399.291504
	Iteration 28Q: 3 clusters Score -911514.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -911528.312500 Penalty: 4399.291504
	Iteration 29Q: 3 clusters Score -911528.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -911543.500000 Penalty: 4399.291504
	Iteration 30Q: 3 clusters Score -911543.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -911560.562500 Penalty: 4399.291504
	Iteration 31Q: 3 clusters Score -911560.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -911572.562500 Penalty: 4399.291504
	Iteration 32Q: 3 clusters Score -911572.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -911582.375000 Penalty: 4399.291504
	Iteration 33Q: 3 clusters Score -911582.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -911595.500000 Penalty: 4399.291504
	Iteration 34Q: 3 clusters Score -911595.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -911603.125000 Penalty: 4399.291504
	Iteration 35Q: 3 clusters Score -911603.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -911609.062500 Penalty: 4399.291504
	Iteration 36Q: 3 clusters Score -911609.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -911615.500000 Penalty: 4399.291504
	Iteration 37Q: 3 clusters Score -911615.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -911618.687500 Penalty: 4399.291504
	Iteration 38Q: 3 clusters Score -911618.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -911628.812500 Penalty: 4399.291504
	Iteration 39Q: 3 clusters Score -911628.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -911637.062500 Penalty: 4399.291504
	Iteration 40F: 3 clusters Score -911637.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -911651.375000 Penalty: 4399.291504
	Iteration 41Q: 3 clusters Score -911651.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -911661.687500 Penalty: 4399.291504
	Iteration 42Q: 3 clusters Score -911661.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -911669.000000 Penalty: 4399.291504
	Iteration 43Q: 3 clusters Score -911669 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -911679.625000 Penalty: 4399.291504
	Iteration 44Q: 3 clusters Score -911679.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -911686.437500 Penalty: 4399.291504
	Iteration 45Q: 3 clusters Score -911686.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -911692.937500 Penalty: 4399.291504
	Iteration 46Q: 3 clusters Score -911692.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -911693.500000 Penalty: 4399.291504
	Iteration 47Q: 3 clusters Score -911693.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -911695.187500 Penalty: 4399.291504
	Iteration 48Q: 3 clusters Score -911695.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -911702.437500 Penalty: 4399.291504
	Iteration 49Q: 3 clusters Score -911702.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -911707.312500 Penalty: 4399.291504
	Iteration 50Q: 3 clusters Score -911707.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -911712.687500 Penalty: 4399.291504
	Iteration 51Q: 3 clusters Score -911712.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -911721.187500 Penalty: 4399.291504
	Iteration 52Q: 3 clusters Score -911721.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -911724.750000 Penalty: 4399.291504
	Iteration 53Q: 3 clusters Score -911724.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -911732.375000 Penalty: 4399.291504
	Iteration 54Q: 3 clusters Score -911732.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -911742.125000 Penalty: 4399.291504
	Iteration 55Q: 3 clusters Score -911742.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -911750.500000 Penalty: 4399.291504
	Iteration 56Q: 3 clusters Score -911750.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -911759.625000 Penalty: 4399.291504
	Iteration 57Q: 3 clusters Score -911759.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -911764.812500 Penalty: 4399.291504
	Iteration 58Q: 3 clusters Score -911764.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -911771.625000 Penalty: 4399.291504
	Iteration 59Q: 3 clusters Score -911771.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -911775.750000 Penalty: 4399.291504
	Iteration 60F: 3 clusters Score -911775.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -911784.625000 Penalty: 4399.291504
	Iteration 61Q: 3 clusters Score -911784.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -911789.937500 Penalty: 4399.291504
	Iteration 62Q: 3 clusters Score -911789.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -911792.562500 Penalty: 4399.291504
	Iteration 63Q: 3 clusters Score -911792.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -911792.000000 Penalty: 4399.291504
	Iteration 64Q: 3 clusters Score -911792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -911798.437500 Penalty: 4399.291504
	Iteration 65Q: 3 clusters Score -911798.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -911802.500000 Penalty: 4399.291504
	Iteration 66Q: 3 clusters Score -911802.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -911810.000000 Penalty: 4399.291504
	Iteration 67Q: 3 clusters Score -911810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -911812.000000 Penalty: 4399.291504
	Iteration 68Q: 3 clusters Score -911812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -911813.312500 Penalty: 4399.291504
	Iteration 69Q: 3 clusters Score -911813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -911814.187500 Penalty: 4399.291504
	Iteration 70Q: 3 clusters Score -911814.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -911814.437500 Penalty: 4399.291504
	Iteration 71Q: 3 clusters Score -911814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -911814.375000 Penalty: 4399.291504
	Iteration 72Q: 3 clusters Score -911814.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -911814.375000 Penalty: 4399.291504
	Iteration 73F: 3 clusters Score -911814.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -101893.914062 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -101893.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100307.132812 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -100307.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -100819.929688 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -100819.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101113.281250 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -101113.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -101323.054688 Penalty: 3313.081299
	Iteration 3F: 3 clusters Score -101323.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101424.078125 Penalty: 3313.081299
	Iteration 4F: 3 clusters Score -101424.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101526.726562 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -101526.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -101618.476562 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -101618.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -101684.554688 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -101684.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -101764.656250 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -101764.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -101791.476562 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -101791.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -101833.000000 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -101833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -101860.406250 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -101860.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -101876.617188 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -101876.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -101900.187500 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -101900.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -101923.679688 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -101923.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -101952.843750 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -101952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -101980.609375 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -101980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -101997.476562 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -101997.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -102022.226562 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -102022.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -102068.867188 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -102068.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -102106.023438 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -102106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -102112.195312 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -102112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -102113.757812 Penalty: 3313.081299
	Iteration 22Q: 3 clusters Score -102113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -102113.757812 Penalty: 3313.081299
	Iteration 23F: 3 clusters Score -102113.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 27218 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 25608 members 
Mstep: Class 5 contains 1479 members 
Mstep: Class 6 contains 290141 members 
Mstep: Class 7 contains 61690 members 
Mstep: Class 8 contains 465 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 143661 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 52457 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51100 members 
Mstep: Class 16 contains 29824 members 
Mstep: Class 17 contains 92820 members 
Mstep: Class 18 contains 10645 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 3066 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 29134 members 
Mstep: Class 24 contains 3875 members 
Mstep: Class 25 contains 185 members 
Entering Unmasked Estep 
Score: -122195192.000000 Penalty: 85049.742188
Splitting cluster 14 changes total score from -122178368.000000 to -122195192.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (51100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Entering Unmasked Estep 
Score: -6861647.000000 Penalty: 2688.701660
	Iteration 0F: 2 clusters Score -6861647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -6827490.500000 Penalty: 5377.403320
	Iteration 0F: 3 clusters Score -6827490 nChanged 23508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -6840656.500000 Penalty: 5377.403320
	Iteration 1F: 3 clusters Score -6840656 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -6841446.000000 Penalty: 5377.403320
	Iteration 2Q: 3 clusters Score -6841446 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -6842278.000000 Penalty: 5377.403320
	Iteration 3Q: 3 clusters Score -6842278 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -6843290.500000 Penalty: 5377.403320
	Iteration 4Q: 3 clusters Score -6843290 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -6844693.000000 Penalty: 5377.403320
	Iteration 5F: 3 clusters Score -6844693 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -6846393.500000 Penalty: 5377.403320
	Iteration 6F: 3 clusters Score -6846394 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -6848323.500000 Penalty: 5377.403320
	Iteration 7F: 3 clusters Score -6848324 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -6850153.000000 Penalty: 5377.403320
	Iteration 8F: 3 clusters Score -6850153 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -6851601.500000 Penalty: 5377.403320
	Iteration 9F: 3 clusters Score -6851602 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -6852604.500000 Penalty: 5377.403320
	Iteration 10Q: 3 clusters Score -6852604 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -6853246.500000 Penalty: 5377.403320
	Iteration 11Q: 3 clusters Score -6853246 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -6853728.500000 Penalty: 5377.403320
	Iteration 12Q: 3 clusters Score -6853728 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32870 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -6854077.500000 Penalty: 5377.403320
	Iteration 13Q: 3 clusters Score -6854078 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -6854301.000000 Penalty: 5377.403320
	Iteration 14Q: 3 clusters Score -6854301 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -6854538.000000 Penalty: 5377.403320
	Iteration 15Q: 3 clusters Score -6854538 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -6854647.000000 Penalty: 5377.403320
	Iteration 16Q: 3 clusters Score -6854647 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -6854805.000000 Penalty: 5377.403320
	Iteration 17Q: 3 clusters Score -6854805 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -6854926.000000 Penalty: 5377.403320
	Iteration 18Q: 3 clusters Score -6854926 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -6855025.500000 Penalty: 5377.403320
	Iteration 19Q: 3 clusters Score -6855026 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -6855179.000000 Penalty: 5377.403320
	Iteration 20F: 3 clusters Score -6855179 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -6855302.000000 Penalty: 5377.403320
	Iteration 21Q: 3 clusters Score -6855302 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -6855417.000000 Penalty: 5377.403320
	Iteration 22Q: 3 clusters Score -6855417 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -6855545.500000 Penalty: 5377.403320
	Iteration 23Q: 3 clusters Score -6855546 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -6855661.500000 Penalty: 5377.403320
	Iteration 24Q: 3 clusters Score -6855662 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -6855817.000000 Penalty: 5377.403320
	Iteration 25Q: 3 clusters Score -6855817 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -6855972.500000 Penalty: 5377.403320
	Iteration 26Q: 3 clusters Score -6855972 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -6856141.500000 Penalty: 5377.403320
	Iteration 27Q: 3 clusters Score -6856142 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -6856321.000000 Penalty: 5377.403320
	Iteration 28Q: 3 clusters Score -6856321 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -6856499.500000 Penalty: 5377.403320
	Iteration 29Q: 3 clusters Score -6856500 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -6856676.000000 Penalty: 5377.403320
	Iteration 30Q: 3 clusters Score -6856676 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -6856847.000000 Penalty: 5377.403320
	Iteration 31Q: 3 clusters Score -6856847 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -6857041.000000 Penalty: 5377.403320
	Iteration 32Q: 3 clusters Score -6857041 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -6857222.500000 Penalty: 5377.403320
	Iteration 33Q: 3 clusters Score -6857222 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -6857401.500000 Penalty: 5377.403320
	Iteration 34Q: 3 clusters Score -6857402 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -6857581.500000 Penalty: 5377.403320
	Iteration 35Q: 3 clusters Score -6857582 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -6857746.000000 Penalty: 5377.403320
	Iteration 36Q: 3 clusters Score -6857746 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -6857903.000000 Penalty: 5377.403320
	Iteration 37Q: 3 clusters Score -6857903 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -6858075.000000 Penalty: 5377.403320
	Iteration 38Q: 3 clusters Score -6858075 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46552 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -6858254.500000 Penalty: 5377.403320
	Iteration 39Q: 3 clusters Score -6858254 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -6858413.500000 Penalty: 5377.403320
	Iteration 40F: 3 clusters Score -6858414 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -6858544.000000 Penalty: 5377.403320
	Iteration 41Q: 3 clusters Score -6858544 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47780 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -6858699.000000 Penalty: 5377.403320
	Iteration 42Q: 3 clusters Score -6858699 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48101 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6858828.500000 Penalty: 5377.403320
	Iteration 43Q: 3 clusters Score -6858828 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -6858953.000000 Penalty: 5377.403320
	Iteration 44Q: 3 clusters Score -6858953 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6859061.000000 Penalty: 5377.403320
	Iteration 45Q: 3 clusters Score -6859061 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48879 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -6859152.000000 Penalty: 5377.403320
	Iteration 46Q: 3 clusters Score -6859152 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6859216.000000 Penalty: 5377.403320
	Iteration 47Q: 3 clusters Score -6859216 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49182 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -6859261.500000 Penalty: 5377.403320
	Iteration 48Q: 3 clusters Score -6859262 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6859304.000000 Penalty: 5377.403320
	Iteration 49Q: 3 clusters Score -6859304 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6859324.500000 Penalty: 5377.403320
	Iteration 50Q: 3 clusters Score -6859324 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6859352.000000 Penalty: 5377.403320
	Iteration 51Q: 3 clusters Score -6859352 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -6859368.000000 Penalty: 5377.403320
	Iteration 52Q: 3 clusters Score -6859368 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -6859391.000000 Penalty: 5377.403320
	Iteration 53Q: 3 clusters Score -6859391 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6859420.000000 Penalty: 5377.403320
	Iteration 54Q: 3 clusters Score -6859420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6859436.500000 Penalty: 5377.403320
	Iteration 55Q: 3 clusters Score -6859436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49707 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6859438.000000 Penalty: 5377.403320
	Iteration 56Q: 3 clusters Score -6859438 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49739 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -6859460.500000 Penalty: 5377.403320
	Iteration 57Q: 3 clusters Score -6859460 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -6859469.000000 Penalty: 5377.403320
	Iteration 58Q: 3 clusters Score -6859469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6859491.000000 Penalty: 5377.403320
	Iteration 59Q: 3 clusters Score -6859491 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -6859492.500000 Penalty: 5377.403320
	Iteration 60F: 3 clusters Score -6859492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -6859493.000000 Penalty: 5377.403320
	Iteration 61Q: 3 clusters Score -6859493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6859492.500000 Penalty: 5377.403320
	Iteration 62Q: 3 clusters Score -6859492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6859492.500000 Penalty: 5377.403320
	Iteration 63Q: 3 clusters Score -6859492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6859508.500000 Penalty: 5377.403320
	Iteration 64Q: 3 clusters Score -6859508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -6859504.500000 Penalty: 5377.403320
	Iteration 65Q: 3 clusters Score -6859504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6859513.000000 Penalty: 5377.403320
	Iteration 66Q: 3 clusters Score -6859513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -6859508.000000 Penalty: 5377.403320
	Iteration 67Q: 3 clusters Score -6859508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6859509.500000 Penalty: 5377.403320
	Iteration 68Q: 3 clusters Score -6859510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6859511.500000 Penalty: 5377.403320
	Iteration 69Q: 3 clusters Score -6859512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -6859511.000000 Penalty: 5377.403320
	Iteration 70Q: 3 clusters Score -6859511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6859506.000000 Penalty: 5377.403320
	Iteration 71Q: 3 clusters Score -6859506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6859507.000000 Penalty: 5377.403320
	Iteration 72Q: 3 clusters Score -6859507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -6859505.500000 Penalty: 5377.403320
	Iteration 73Q: 3 clusters Score -6859506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6859505.500000 Penalty: 5377.403320
	Iteration 74Q: 3 clusters Score -6859506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6859510.000000 Penalty: 5377.403320
	Iteration 75Q: 3 clusters Score -6859510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6859510.500000 Penalty: 5377.403320
	Iteration 76Q: 3 clusters Score -6859510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6859518.500000 Penalty: 5377.403320
	Iteration 77Q: 3 clusters Score -6859518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -6859510.000000 Penalty: 5377.403320
	Iteration 78Q: 3 clusters Score -6859510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6859514.000000 Penalty: 5377.403320
	Iteration 79Q: 3 clusters Score -6859514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6859514.000000 Penalty: 5377.403320
	Iteration 80F: 3 clusters Score -6859514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6859519.000000 Penalty: 5377.403320
	Iteration 81Q: 3 clusters Score -6859519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -6859517.500000 Penalty: 5377.403320
	Iteration 82Q: 3 clusters Score -6859518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -6859521.500000 Penalty: 5377.403320
	Iteration 83Q: 3 clusters Score -6859522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49932 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6859525.500000 Penalty: 5377.403320
	Iteration 84Q: 3 clusters Score -6859526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -6859524.500000 Penalty: 5377.403320
	Iteration 85Q: 3 clusters Score -6859524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6859523.500000 Penalty: 5377.403320
	Iteration 86Q: 3 clusters Score -6859524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6859526.500000 Penalty: 5377.403320
	Iteration 87Q: 3 clusters Score -6859526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6859526.000000 Penalty: 5377.403320
	Iteration 88Q: 3 clusters Score -6859526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6859526.500000 Penalty: 5377.403320
	Iteration 89Q: 3 clusters Score -6859526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6859532.500000 Penalty: 5377.403320
	Iteration 90Q: 3 clusters Score -6859532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -6859543.500000 Penalty: 5377.403320
	Iteration 91Q: 3 clusters Score -6859544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6859544.500000 Penalty: 5377.403320
	Iteration 92Q: 3 clusters Score -6859544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6859551.000000 Penalty: 5377.403320
	Iteration 93Q: 3 clusters Score -6859551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -6859551.500000 Penalty: 5377.403320
	Iteration 94Q: 3 clusters Score -6859552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6859549.500000 Penalty: 5377.403320
	Iteration 95Q: 3 clusters Score -6859550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6859546.000000 Penalty: 5377.403320
	Iteration 96Q: 3 clusters Score -6859546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50012 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6859546.000000 Penalty: 5377.403320
	Iteration 97F: 3 clusters Score -6859546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29824 members 
Entering Unmasked Estep 
Score: -3729277.250000 Penalty: 2555.161133
	Iteration 0F: 2 clusters Score -3729277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -3708890.750000 Penalty: 5110.322266
	Iteration 0F: 3 clusters Score -3708891 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3716537.750000 Penalty: 5110.322266
	Iteration 1F: 3 clusters Score -3716538 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3717250.500000 Penalty: 5110.322266
	Iteration 2F: 3 clusters Score -3717250 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3717965.500000 Penalty: 5110.322266
	Iteration 3F: 3 clusters Score -3717966 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -3718667.750000 Penalty: 5110.322266
	Iteration 4F: 3 clusters Score -3718668 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -3719447.750000 Penalty: 5110.322266
	Iteration 5F: 3 clusters Score -3719448 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3720350.000000 Penalty: 5110.322266
	Iteration 6F: 3 clusters Score -3720350 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3721269.250000 Penalty: 5110.322266
	Iteration 7F: 3 clusters Score -3721269 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -3722009.000000 Penalty: 5110.322266
	Iteration 8F: 3 clusters Score -3722009 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3722588.500000 Penalty: 5110.322266
	Iteration 9Q: 3 clusters Score -3722588 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -3723068.250000 Penalty: 5110.322266
	Iteration 10Q: 3 clusters Score -3723068 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -3723460.750000 Penalty: 5110.322266
	Iteration 11Q: 3 clusters Score -3723461 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -3723783.250000 Penalty: 5110.322266
	Iteration 12Q: 3 clusters Score -3723783 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3724036.500000 Penalty: 5110.322266
	Iteration 13Q: 3 clusters Score -3724036 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3724248.750000 Penalty: 5110.322266
	Iteration 14Q: 3 clusters Score -3724249 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -3724429.000000 Penalty: 5110.322266
	Iteration 15Q: 3 clusters Score -3724429 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3724637.000000 Penalty: 5110.322266
	Iteration 16Q: 3 clusters Score -3724637 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3724828.500000 Penalty: 5110.322266
	Iteration 17Q: 3 clusters Score -3724828 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -3725026.000000 Penalty: 5110.322266
	Iteration 18Q: 3 clusters Score -3725026 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3725227.000000 Penalty: 5110.322266
	Iteration 19Q: 3 clusters Score -3725227 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -3725396.250000 Penalty: 5110.322266
	Iteration 20F: 3 clusters Score -3725396 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3725584.500000 Penalty: 5110.322266
	Iteration 21Q: 3 clusters Score -3725584 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3725767.250000 Penalty: 5110.322266
	Iteration 22Q: 3 clusters Score -3725767 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -3725931.000000 Penalty: 5110.322266
	Iteration 23Q: 3 clusters Score -3725931 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -3726035.000000 Penalty: 5110.322266
	Iteration 24Q: 3 clusters Score -3726035 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3726141.000000 Penalty: 5110.322266
	Iteration 25Q: 3 clusters Score -3726141 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -3726221.250000 Penalty: 5110.322266
	Iteration 26Q: 3 clusters Score -3726221 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -3726288.250000 Penalty: 5110.322266
	Iteration 27Q: 3 clusters Score -3726288 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3726351.250000 Penalty: 5110.322266
	Iteration 28Q: 3 clusters Score -3726351 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -3726402.750000 Penalty: 5110.322266
	Iteration 29Q: 3 clusters Score -3726403 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3726439.250000 Penalty: 5110.322266
	Iteration 30Q: 3 clusters Score -3726439 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -3726472.500000 Penalty: 5110.322266
	Iteration 31Q: 3 clusters Score -3726472 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -3726484.500000 Penalty: 5110.322266
	Iteration 32Q: 3 clusters Score -3726484 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3726509.250000 Penalty: 5110.322266
	Iteration 33Q: 3 clusters Score -3726509 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3726543.500000 Penalty: 5110.322266
	Iteration 34Q: 3 clusters Score -3726544 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -3726574.750000 Penalty: 5110.322266
	Iteration 35Q: 3 clusters Score -3726575 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3726609.250000 Penalty: 5110.322266
	Iteration 36Q: 3 clusters Score -3726609 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3726640.000000 Penalty: 5110.322266
	Iteration 37Q: 3 clusters Score -3726640 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3726652.500000 Penalty: 5110.322266
	Iteration 38Q: 3 clusters Score -3726652 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -3726673.000000 Penalty: 5110.322266
	Iteration 39Q: 3 clusters Score -3726673 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -3726707.000000 Penalty: 5110.322266
	Iteration 40F: 3 clusters Score -3726707 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3726739.250000 Penalty: 5110.322266
	Iteration 41Q: 3 clusters Score -3726739 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -3726753.000000 Penalty: 5110.322266
	Iteration 42Q: 3 clusters Score -3726753 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -3726768.500000 Penalty: 5110.322266
	Iteration 43Q: 3 clusters Score -3726768 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3726768.500000 Penalty: 5110.322266
	Iteration 44Q: 3 clusters Score -3726768 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3726802.500000 Penalty: 5110.322266
	Iteration 45Q: 3 clusters Score -3726802 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3726814.250000 Penalty: 5110.322266
	Iteration 46Q: 3 clusters Score -3726814 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3726838.750000 Penalty: 5110.322266
	Iteration 47Q: 3 clusters Score -3726839 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3726849.750000 Penalty: 5110.322266
	Iteration 48Q: 3 clusters Score -3726850 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3726878.000000 Penalty: 5110.322266
	Iteration 49Q: 3 clusters Score -3726878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3726902.500000 Penalty: 5110.322266
	Iteration 50Q: 3 clusters Score -3726902 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -3726928.250000 Penalty: 5110.322266
	Iteration 51Q: 3 clusters Score -3726928 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3726951.000000 Penalty: 5110.322266
	Iteration 52Q: 3 clusters Score -3726951 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3726965.500000 Penalty: 5110.322266
	Iteration 53Q: 3 clusters Score -3726966 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3726973.500000 Penalty: 5110.322266
	Iteration 54Q: 3 clusters Score -3726974 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3726996.500000 Penalty: 5110.322266
	Iteration 55Q: 3 clusters Score -3726996 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -3727013.250000 Penalty: 5110.322266
	Iteration 56Q: 3 clusters Score -3727013 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -3727025.000000 Penalty: 5110.322266
	Iteration 57Q: 3 clusters Score -3727025 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -3727043.000000 Penalty: 5110.322266
	Iteration 58Q: 3 clusters Score -3727043 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -3727052.500000 Penalty: 5110.322266
	Iteration 59Q: 3 clusters Score -3727052 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3727059.750000 Penalty: 5110.322266
	Iteration 60F: 3 clusters Score -3727060 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -3727075.250000 Penalty: 5110.322266
	Iteration 61Q: 3 clusters Score -3727075 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -3727088.250000 Penalty: 5110.322266
	Iteration 62Q: 3 clusters Score -3727088 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3727087.000000 Penalty: 5110.322266
	Iteration 63Q: 3 clusters Score -3727087 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3727099.000000 Penalty: 5110.322266
	Iteration 64Q: 3 clusters Score -3727099 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3727125.250000 Penalty: 5110.322266
	Iteration 65Q: 3 clusters Score -3727125 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3727131.250000 Penalty: 5110.322266
	Iteration 66Q: 3 clusters Score -3727131 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3727145.500000 Penalty: 5110.322266
	Iteration 67Q: 3 clusters Score -3727146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -3727142.250000 Penalty: 5110.322266
	Iteration 68Q: 3 clusters Score -3727142 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3727162.250000 Penalty: 5110.322266
	Iteration 69Q: 3 clusters Score -3727162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -3727167.750000 Penalty: 5110.322266
	Iteration 70Q: 3 clusters Score -3727168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -3727160.750000 Penalty: 5110.322266
	Iteration 71Q: 3 clusters Score -3727161 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -3727160.000000 Penalty: 5110.322266
	Iteration 72Q: 3 clusters Score -3727160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3727163.000000 Penalty: 5110.322266
	Iteration 73Q: 3 clusters Score -3727163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -3727168.750000 Penalty: 5110.322266
	Iteration 74Q: 3 clusters Score -3727169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -3727170.750000 Penalty: 5110.322266
	Iteration 75Q: 3 clusters Score -3727171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -3727170.500000 Penalty: 5110.322266
	Iteration 76Q: 3 clusters Score -3727170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -3727178.500000 Penalty: 5110.322266
	Iteration 77Q: 3 clusters Score -3727178 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3727181.750000 Penalty: 5110.322266
	Iteration 78Q: 3 clusters Score -3727182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3727180.250000 Penalty: 5110.322266
	Iteration 79Q: 3 clusters Score -3727180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -3727173.750000 Penalty: 5110.322266
	Iteration 80F: 3 clusters Score -3727174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3727170.750000 Penalty: 5110.322266
	Iteration 81Q: 3 clusters Score -3727171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3727174.500000 Penalty: 5110.322266
	Iteration 82Q: 3 clusters Score -3727174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3727174.500000 Penalty: 5110.322266
	Iteration 83Q: 3 clusters Score -3727174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3727186.500000 Penalty: 5110.322266
	Iteration 84Q: 3 clusters Score -3727186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -3727185.250000 Penalty: 5110.322266
	Iteration 85Q: 3 clusters Score -3727185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3727184.750000 Penalty: 5110.322266
	Iteration 86Q: 3 clusters Score -3727185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3727183.750000 Penalty: 5110.322266
	Iteration 87Q: 3 clusters Score -3727184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -3727183.500000 Penalty: 5110.322266
	Iteration 88Q: 3 clusters Score -3727184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -3727177.250000 Penalty: 5110.322266
	Iteration 89Q: 3 clusters Score -3727177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3727185.000000 Penalty: 5110.322266
	Iteration 90Q: 3 clusters Score -3727185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3727177.000000 Penalty: 5110.322266
	Iteration 91Q: 3 clusters Score -3727177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -3727177.250000 Penalty: 5110.322266
	Iteration 92Q: 3 clusters Score -3727177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3727180.500000 Penalty: 5110.322266
	Iteration 93Q: 3 clusters Score -3727180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -3727174.000000 Penalty: 5110.322266
	Iteration 94Q: 3 clusters Score -3727174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -3727174.250000 Penalty: 5110.322266
	Iteration 95Q: 3 clusters Score -3727174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3727179.000000 Penalty: 5110.322266
	Iteration 96Q: 3 clusters Score -3727179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -3727185.250000 Penalty: 5110.322266
	Iteration 97Q: 3 clusters Score -3727185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -3727180.000000 Penalty: 5110.322266
	Iteration 98Q: 3 clusters Score -3727180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -3727179.250000 Penalty: 5110.322266
	Iteration 99Q: 3 clusters Score -3727179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3727177.250000 Penalty: 5110.322266
	Iteration 100F: 3 clusters Score -3727177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3727174.000000 Penalty: 5110.322266
	Iteration 101Q: 3 clusters Score -3727174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3727171.750000 Penalty: 5110.322266
	Iteration 102Q: 3 clusters Score -3727172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3727167.750000 Penalty: 5110.322266
	Iteration 103Q: 3 clusters Score -3727168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3727162.750000 Penalty: 5110.322266
	Iteration 104Q: 3 clusters Score -3727163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3727171.000000 Penalty: 5110.322266
	Iteration 105Q: 3 clusters Score -3727171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -3727168.250000 Penalty: 5110.322266
	Iteration 106Q: 3 clusters Score -3727168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3727168.750000 Penalty: 5110.322266
	Iteration 107Q: 3 clusters Score -3727169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3727168.000000 Penalty: 5110.322266
	Iteration 108Q: 3 clusters Score -3727168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3727169.500000 Penalty: 5110.322266
	Iteration 109Q: 3 clusters Score -3727170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3727169.500000 Penalty: 5110.322266
	Iteration 110F: 3 clusters Score -3727170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (92820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92820 members 
Entering Unmasked Estep 
Score: -12431359.000000 Penalty: 2836.727539
	Iteration 0F: 2 clusters Score -1.243136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46270 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -12369572.000000 Penalty: 5673.455078
	Iteration 0F: 3 clusters Score -1.236957e+07 nChanged 43584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -12394084.000000 Penalty: 5673.455078
	Iteration 1F: 3 clusters Score -1.239408e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -12394777.000000 Penalty: 5673.455078
	Iteration 2Q: 3 clusters Score -1.239478e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42169 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -12395669.000000 Penalty: 5673.455078
	Iteration 3Q: 3 clusters Score -1.239567e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -12396867.000000 Penalty: 5673.455078
	Iteration 4Q: 3 clusters Score -1.239687e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36166 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -12398746.000000 Penalty: 5673.455078
	Iteration 5Q: 3 clusters Score -1.239875e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -12402110.000000 Penalty: 5673.455078
	Iteration 6F: 3 clusters Score -1.240211e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -12407706.000000 Penalty: 5673.455078
	Iteration 7F: 3 clusters Score -1.240771e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -12414955.000000 Penalty: 5673.455078
	Iteration 8F: 3 clusters Score -1.241496e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 82862 members 
Entering Unmasked Estep 
Score: -12421271.000000 Penalty: 5673.455078
	Iteration 9F: 3 clusters Score -1.242127e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 87017 members 
Entering Unmasked Estep 
Score: -12425086.000000 Penalty: 5673.455078
	Iteration 10Q: 3 clusters Score -1.242509e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 89314 members 
Entering Unmasked Estep 
Score: -12427191.000000 Penalty: 5673.455078
	Iteration 11Q: 3 clusters Score -1.242719e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 90453 members 
Entering Unmasked Estep 
Score: -12428155.000000 Penalty: 5673.455078
	Iteration 12Q: 3 clusters Score -1.242816e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 91028 members 
Entering Unmasked Estep 
Score: -12428594.000000 Penalty: 5673.455078
	Iteration 13Q: 3 clusters Score -1.242859e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 91318 members 
Entering Unmasked Estep 
Score: -12428814.000000 Penalty: 5673.455078
	Iteration 14Q: 3 clusters Score -1.242881e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -12428883.000000 Penalty: 5673.455078
	Iteration 15Q: 3 clusters Score -1.242888e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 91572 members 
Entering Unmasked Estep 
Score: -12428956.000000 Penalty: 5673.455078
	Iteration 16Q: 3 clusters Score -1.242896e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 91638 members 
Entering Unmasked Estep 
Score: -12429012.000000 Penalty: 5673.455078
	Iteration 17Q: 3 clusters Score -1.242901e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 91689 members 
Entering Unmasked Estep 
Score: -12429028.000000 Penalty: 5673.455078
	Iteration 18Q: 3 clusters Score -1.242903e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -12429044.000000 Penalty: 5673.455078
	Iteration 19Q: 3 clusters Score -1.242904e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 91787 members 
Entering Unmasked Estep 
Score: -12429060.000000 Penalty: 5673.455078
	Iteration 20F: 3 clusters Score -1.242906e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -12429088.000000 Penalty: 5673.455078
	Iteration 21Q: 3 clusters Score -1.242909e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 91857 members 
Entering Unmasked Estep 
Score: -12429103.000000 Penalty: 5673.455078
	Iteration 22Q: 3 clusters Score -1.24291e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 91879 members 
Entering Unmasked Estep 
Score: -12429120.000000 Penalty: 5673.455078
	Iteration 23Q: 3 clusters Score -1.242912e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 91906 members 
Entering Unmasked Estep 
Score: -12429152.000000 Penalty: 5673.455078
	Iteration 24Q: 3 clusters Score -1.242915e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -12429173.000000 Penalty: 5673.455078
	Iteration 25Q: 3 clusters Score -1.242917e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 91943 members 
Entering Unmasked Estep 
Score: -12429193.000000 Penalty: 5673.455078
	Iteration 26Q: 3 clusters Score -1.242919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 91959 members 
Entering Unmasked Estep 
Score: -12429198.000000 Penalty: 5673.455078
	Iteration 27Q: 3 clusters Score -1.24292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 91972 members 
Entering Unmasked Estep 
Score: -12429195.000000 Penalty: 5673.455078
	Iteration 28Q: 3 clusters Score -1.24292e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 91976 members 
Entering Unmasked Estep 
Score: -12429195.000000 Penalty: 5673.455078
	Iteration 29Q: 3 clusters Score -1.24292e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 91984 members 
Entering Unmasked Estep 
Score: -12429188.000000 Penalty: 5673.455078
	Iteration 30Q: 3 clusters Score -1.242919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 92000 members 
Entering Unmasked Estep 
Score: -12429212.000000 Penalty: 5673.455078
	Iteration 31Q: 3 clusters Score -1.242921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 92006 members 
Entering Unmasked Estep 
Score: -12429210.000000 Penalty: 5673.455078
	Iteration 32Q: 3 clusters Score -1.242921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 92008 members 
Entering Unmasked Estep 
Score: -12429223.000000 Penalty: 5673.455078
	Iteration 33Q: 3 clusters Score -1.242922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 92015 members 
Entering Unmasked Estep 
Score: -12429228.000000 Penalty: 5673.455078
	Iteration 34Q: 3 clusters Score -1.242923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 92023 members 
Entering Unmasked Estep 
Score: -12429232.000000 Penalty: 5673.455078
	Iteration 35Q: 3 clusters Score -1.242923e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 92027 members 
Entering Unmasked Estep 
Score: -12429236.000000 Penalty: 5673.455078
	Iteration 36Q: 3 clusters Score -1.242924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 92028 members 
Entering Unmasked Estep 
Score: -12429234.000000 Penalty: 5673.455078
	Iteration 37Q: 3 clusters Score -1.242923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 92027 members 
Entering Unmasked Estep 
Score: -12429244.000000 Penalty: 5673.455078
	Iteration 38Q: 3 clusters Score -1.242924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 92028 members 
Entering Unmasked Estep 
Score: -12429241.000000 Penalty: 5673.455078
	Iteration 39Q: 3 clusters Score -1.242924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 92027 members 
Entering Unmasked Estep 
Score: -12429239.000000 Penalty: 5673.455078
	Iteration 40F: 3 clusters Score -1.242924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Entering Unmasked Estep 
Score: -1503565.750000 Penalty: 2299.665527
	Iteration 0F: 2 clusters Score -1503566 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 5335 members 
Entering Unmasked Estep 
Score: -1495448.750000 Penalty: 4599.331055
	Iteration 0F: 3 clusters Score -1495449 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1497954.000000 Penalty: 4599.331055
	Iteration 1F: 3 clusters Score -1497954 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1498681.125000 Penalty: 4599.331055
	Iteration 2F: 3 clusters Score -1498681 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1499714.500000 Penalty: 4599.331055
	Iteration 3F: 3 clusters Score -1499714 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1501063.375000 Penalty: 4599.331055
	Iteration 4F: 3 clusters Score -1501063 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1502511.125000 Penalty: 4599.331055
	Iteration 5F: 3 clusters Score -1502511 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1503504.875000 Penalty: 4599.331055
	Iteration 6F: 3 clusters Score -1503505 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1503950.500000 Penalty: 4599.331055
	Iteration 7F: 3 clusters Score -1503950 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1504156.125000 Penalty: 4599.331055
	Iteration 8Q: 3 clusters Score -1504156 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1504268.875000 Penalty: 4599.331055
	Iteration 9Q: 3 clusters Score -1504269 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1504355.000000 Penalty: 4599.331055
	Iteration 10Q: 3 clusters Score -1504355 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1504407.625000 Penalty: 4599.331055
	Iteration 11Q: 3 clusters Score -1504408 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1504447.750000 Penalty: 4599.331055
	Iteration 12Q: 3 clusters Score -1504448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1504467.500000 Penalty: 4599.331055
	Iteration 13Q: 3 clusters Score -1504468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1504487.250000 Penalty: 4599.331055
	Iteration 14Q: 3 clusters Score -1504487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1504498.500000 Penalty: 4599.331055
	Iteration 15Q: 3 clusters Score -1504498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1504505.000000 Penalty: 4599.331055
	Iteration 16Q: 3 clusters Score -1504505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1504516.000000 Penalty: 4599.331055
	Iteration 17Q: 3 clusters Score -1504516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1504522.000000 Penalty: 4599.331055
	Iteration 18Q: 3 clusters Score -1504522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1504524.625000 Penalty: 4599.331055
	Iteration 19Q: 3 clusters Score -1504525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1504530.875000 Penalty: 4599.331055
	Iteration 20F: 3 clusters Score -1504531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1504566.000000 Penalty: 4599.331055
	Iteration 21Q: 3 clusters Score -1504566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1504615.000000 Penalty: 4599.331055
	Iteration 22Q: 3 clusters Score -1504615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1504651.750000 Penalty: 4599.331055
	Iteration 23Q: 3 clusters Score -1504652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1504670.500000 Penalty: 4599.331055
	Iteration 24Q: 3 clusters Score -1504670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1504675.625000 Penalty: 4599.331055
	Iteration 25Q: 3 clusters Score -1504676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1504678.000000 Penalty: 4599.331055
	Iteration 26Q: 3 clusters Score -1504678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1504681.750000 Penalty: 4599.331055
	Iteration 27Q: 3 clusters Score -1504682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1504676.625000 Penalty: 4599.331055
	Iteration 28Q: 3 clusters Score -1504677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1504677.375000 Penalty: 4599.331055
	Iteration 29Q: 3 clusters Score -1504677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1504677.375000 Penalty: 4599.331055
	Iteration 30F: 3 clusters Score -1504677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 27218 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 25608 members 
Mstep: Class 5 contains 1479 members 
Mstep: Class 6 contains 290141 members 
Mstep: Class 7 contains 61690 members 
Mstep: Class 8 contains 465 members 
Mstep: Class 9 contains 7432 members 
Mstep: Class 10 contains 143661 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 52457 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51100 members 
Mstep: Class 16 contains 29824 members 
Mstep: Class 17 contains 92820 members 
Mstep: Class 18 contains 2717 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 3066 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 29134 members 
Mstep: Class 24 contains 3875 members 
Mstep: Class 25 contains 185 members 
Mstep: Class 26 contains 7928 members 
Entering Unmasked Estep 
Score: -122195352.000000 Penalty: 88451.726562
Splitting cluster 18 changes total score from -122178368.000000 to -122195352.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 19 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -57041.480469 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -57041.48 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 234 members 
Entering Unmasked Estep 
Score: -55693.328125 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -55693.33 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -56059.425781 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -56059.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -56235.277344 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -56235.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56330.402344 Penalty: 3057.004150
	Iteration 3F: 3 clusters Score -56330.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -56452.640625 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -56452.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -56623.238281 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -56623.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -56668.667969 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -56668.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -56704.531250 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -56704.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -56710.906250 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -56710.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -56716.171875 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -56716.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -56719.414062 Penalty: 3057.004150
	Iteration 10Q: 3 clusters Score -56719.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -56723.070312 Penalty: 3057.004150
	Iteration 11Q: 3 clusters Score -56723.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -56723.070312 Penalty: 3057.004150
	Iteration 12F: 3 clusters Score -56723.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 27218 members 
Mstep: Class 3 contains 41688 members 
Mstep: Class 4 contains 25608 members 
Mstep: Class 5 contains 1479 members 
Mstep: Class 6 contains 290141 members 
Mstep: Class 7 contains 61690 members 
Mstep: Class 8 contains 465 members 
Mstep: Class 10 contains 143661 members 
Mstep: Class 11 contains 6354 members 
Mstep: Class 12 contains 52457 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51100 members 
Mstep: Class 16 contains 29824 members 
Mstep: Class 17 contains 92820 members 
Mstep: Class 18 contains 2717 members 
Mstep: Class 19 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122200552.000000 Penalty: 88451.726562
Iteration 39Q: 27 clusters Score -1.222006e+08 nChanged 12879
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 27492 members 
Mstep: Class 3 contains 42021 members 
Mstep: Class 4 contains 25887 members 
Mstep: Class 5 contains 1490 members 
Mstep: Class 6 contains 289459 members 
Mstep: Class 7 contains 61978 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 9 contains 7530 members 
Mstep: Class 10 contains 144019 members 
Mstep: Class 11 contains 6967 members 
Mstep: Class 12 contains 53296 members 
Mstep: Class 13 contains 7250 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51080 members 
Mstep: Class 16 contains 30317 members 
Mstep: Class 17 contains 92910 members 
Mstep: Class 18 contains 2684 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 3070 members 
Mstep: Class 22 contains 698 members 
Mstep: Class 23 contains 26954 members 
Mstep: Class 24 contains 3860 members 
Mstep: Class 25 contains 186 members 
Mstep: Class 26 contains 7493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122207240.000000 Penalty: 88451.726562
Iteration 40F: 27 clusters Score -1.222072e+08 nChanged 10569
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 27620 members 
Mstep: Class 3 contains 42281 members 
Mstep: Class 4 contains 25679 members 
Mstep: Class 5 contains 1501 members 
Mstep: Class 6 contains 288755 members 
Mstep: Class 7 contains 61849 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 9 contains 7803 members 
Mstep: Class 10 contains 143881 members 
Mstep: Class 11 contains 7274 members 
Mstep: Class 12 contains 53591 members 
Mstep: Class 13 contains 7344 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50971 members 
Mstep: Class 16 contains 30395 members 
Mstep: Class 17 contains 91590 members 
Mstep: Class 18 contains 2687 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 433 members 
Mstep: Class 21 contains 3677 members 
Mstep: Class 22 contains 935 members 
Mstep: Class 23 contains 26427 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 8628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122211600.000000 Penalty: 88451.726562
Iteration 41Q: 27 clusters Score -1.222116e+08 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 27704 members 
Mstep: Class 3 contains 42581 members 
Mstep: Class 4 contains 25419 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 288762 members 
Mstep: Class 7 contains 61743 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 7986 members 
Mstep: Class 10 contains 143820 members 
Mstep: Class 11 contains 7482 members 
Mstep: Class 12 contains 53619 members 
Mstep: Class 13 contains 7429 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50863 members 
Mstep: Class 16 contains 30526 members 
Mstep: Class 17 contains 90169 members 
Mstep: Class 18 contains 2726 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 4152 members 
Mstep: Class 22 contains 1037 members 
Mstep: Class 23 contains 26085 members 
Mstep: Class 24 contains 4090 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 9485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122213144.000000 Penalty: 88451.726562
Iteration 42Q: 27 clusters Score -1.222131e+08 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 27815 members 
Mstep: Class 3 contains 42869 members 
Mstep: Class 4 contains 25174 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 288883 members 
Mstep: Class 7 contains 61731 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8110 members 
Mstep: Class 10 contains 143793 members 
Mstep: Class 11 contains 7600 members 
Mstep: Class 12 contains 53580 members 
Mstep: Class 13 contains 7494 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50771 members 
Mstep: Class 16 contains 30630 members 
Mstep: Class 17 contains 88850 members 
Mstep: Class 18 contains 2759 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 432 members 
Mstep: Class 21 contains 4611 members 
Mstep: Class 22 contains 1081 members 
Mstep: Class 23 contains 25804 members 
Mstep: Class 24 contains 4218 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 10207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122214256.000000 Penalty: 88451.726562
Iteration 43Q: 27 clusters Score -1.222143e+08 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 27913 members 
Mstep: Class 3 contains 43143 members 
Mstep: Class 4 contains 24935 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 288921 members 
Mstep: Class 7 contains 61826 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 143778 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 53522 members 
Mstep: Class 13 contains 7554 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50704 members 
Mstep: Class 16 contains 30745 members 
Mstep: Class 17 contains 87508 members 
Mstep: Class 18 contains 2772 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 431 members 
Mstep: Class 21 contains 5091 members 
Mstep: Class 22 contains 1099 members 
Mstep: Class 23 contains 25580 members 
Mstep: Class 24 contains 4356 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 10862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122215184.000000 Penalty: 88451.726562
Iteration 44Q: 27 clusters Score -1.222152e+08 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 27996 members 
Mstep: Class 3 contains 43417 members 
Mstep: Class 4 contains 24694 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 288932 members 
Mstep: Class 7 contains 61946 members 
Mstep: Class 8 contains 471 members 
Mstep: Class 9 contains 8308 members 
Mstep: Class 10 contains 143798 members 
Mstep: Class 11 contains 7757 members 
Mstep: Class 12 contains 53440 members 
Mstep: Class 13 contains 7602 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50647 members 
Mstep: Class 16 contains 30837 members 
Mstep: Class 17 contains 86240 members 
Mstep: Class 18 contains 2780 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 5605 members 
Mstep: Class 22 contains 1107 members 
Mstep: Class 23 contains 25412 members 
Mstep: Class 24 contains 4480 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 11416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122215984.000000 Penalty: 88451.726562
Iteration 45Q: 27 clusters Score -1.22216e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 28066 members 
Mstep: Class 3 contains 43691 members 
Mstep: Class 4 contains 24474 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 288845 members 
Mstep: Class 7 contains 62090 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8374 members 
Mstep: Class 10 contains 143826 members 
Mstep: Class 11 contains 7820 members 
Mstep: Class 12 contains 53409 members 
Mstep: Class 13 contains 7631 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50603 members 
Mstep: Class 16 contains 30890 members 
Mstep: Class 17 contains 85015 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 6139 members 
Mstep: Class 22 contains 1112 members 
Mstep: Class 23 contains 25305 members 
Mstep: Class 24 contains 4599 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 11924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122216320.000000 Penalty: 88451.726562
Iteration 46Q: 27 clusters Score -1.222163e+08 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 28115 members 
Mstep: Class 3 contains 43958 members 
Mstep: Class 4 contains 24287 members 
Mstep: Class 5 contains 1518 members 
Mstep: Class 6 contains 288789 members 
Mstep: Class 7 contains 62229 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8423 members 
Mstep: Class 10 contains 143862 members 
Mstep: Class 11 contains 7847 members 
Mstep: Class 12 contains 53367 members 
Mstep: Class 13 contains 7653 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50558 members 
Mstep: Class 16 contains 30923 members 
Mstep: Class 17 contains 83849 members 
Mstep: Class 18 contains 2788 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 6650 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 25261 members 
Mstep: Class 24 contains 4725 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 12355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217144.000000 Penalty: 88451.726562
Iteration 47Q: 27 clusters Score -1.222171e+08 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 28144 members 
Mstep: Class 3 contains 44171 members 
Mstep: Class 4 contains 24100 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 6 contains 288709 members 
Mstep: Class 7 contains 62417 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8461 members 
Mstep: Class 10 contains 143905 members 
Mstep: Class 11 contains 7869 members 
Mstep: Class 12 contains 53330 members 
Mstep: Class 13 contains 7664 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50533 members 
Mstep: Class 16 contains 30944 members 
Mstep: Class 17 contains 82755 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 7151 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 25249 members 
Mstep: Class 24 contains 4836 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 12711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218048.000000 Penalty: 88451.726562
Iteration 48Q: 27 clusters Score -1.22218e+08 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 28176 members 
Mstep: Class 3 contains 44344 members 
Mstep: Class 4 contains 23931 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 288639 members 
Mstep: Class 7 contains 62627 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8494 members 
Mstep: Class 10 contains 143939 members 
Mstep: Class 11 contains 7889 members 
Mstep: Class 12 contains 53301 members 
Mstep: Class 13 contains 7686 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50530 members 
Mstep: Class 16 contains 30944 members 
Mstep: Class 17 contains 81735 members 
Mstep: Class 18 contains 2793 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 7615 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 25232 members 
Mstep: Class 24 contains 4929 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 13041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218416.000000 Penalty: 88451.726562
Iteration 49Q: 27 clusters Score -1.222184e+08 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 28193 members 
Mstep: Class 3 contains 44482 members 
Mstep: Class 4 contains 23788 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 288485 members 
Mstep: Class 7 contains 62890 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8528 members 
Mstep: Class 10 contains 143974 members 
Mstep: Class 11 contains 7901 members 
Mstep: Class 12 contains 53258 members 
Mstep: Class 13 contains 7715 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50510 members 
Mstep: Class 16 contains 30949 members 
Mstep: Class 17 contains 80863 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 8029 members 
Mstep: Class 22 contains 1113 members 
Mstep: Class 23 contains 25228 members 
Mstep: Class 24 contains 5013 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 13327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219016.000000 Penalty: 88451.726562
Iteration 50Q: 27 clusters Score -1.22219e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 28211 members 
Mstep: Class 3 contains 44634 members 
Mstep: Class 4 contains 23654 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 288394 members 
Mstep: Class 7 contains 63128 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8549 members 
Mstep: Class 10 contains 143972 members 
Mstep: Class 11 contains 7912 members 
Mstep: Class 12 contains 53224 members 
Mstep: Class 13 contains 7728 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50495 members 
Mstep: Class 16 contains 30954 members 
Mstep: Class 17 contains 80060 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 8391 members 
Mstep: Class 22 contains 1114 members 
Mstep: Class 23 contains 25252 members 
Mstep: Class 24 contains 5087 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 13567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219064.000000 Penalty: 88451.726562
Iteration 51Q: 27 clusters Score -1.222191e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 28232 members 
Mstep: Class 3 contains 44777 members 
Mstep: Class 4 contains 23541 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 288256 members 
Mstep: Class 7 contains 63401 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8565 members 
Mstep: Class 10 contains 143950 members 
Mstep: Class 11 contains 7920 members 
Mstep: Class 12 contains 53206 members 
Mstep: Class 13 contains 7743 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50478 members 
Mstep: Class 16 contains 30944 members 
Mstep: Class 17 contains 79326 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 1116 members 
Mstep: Class 23 contains 25288 members 
Mstep: Class 24 contains 5143 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 13782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219488.000000 Penalty: 88451.726562
Iteration 52Q: 27 clusters Score -1.222195e+08 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 28244 members 
Mstep: Class 3 contains 44915 members 
Mstep: Class 4 contains 23407 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 288142 members 
Mstep: Class 7 contains 63643 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8578 members 
Mstep: Class 10 contains 143938 members 
Mstep: Class 11 contains 7928 members 
Mstep: Class 12 contains 53176 members 
Mstep: Class 13 contains 7750 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50474 members 
Mstep: Class 16 contains 30918 members 
Mstep: Class 17 contains 78695 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 9004 members 
Mstep: Class 22 contains 1117 members 
Mstep: Class 23 contains 25345 members 
Mstep: Class 24 contains 5195 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 13948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219736.000000 Penalty: 88451.726562
Iteration 53Q: 27 clusters Score -1.222197e+08 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 28252 members 
Mstep: Class 3 contains 45037 members 
Mstep: Class 4 contains 23284 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 287973 members 
Mstep: Class 7 contains 63878 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8592 members 
Mstep: Class 10 contains 143937 members 
Mstep: Class 11 contains 7937 members 
Mstep: Class 12 contains 53151 members 
Mstep: Class 13 contains 7757 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50465 members 
Mstep: Class 16 contains 30920 members 
Mstep: Class 17 contains 78097 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 9326 members 
Mstep: Class 22 contains 1117 members 
Mstep: Class 23 contains 25387 members 
Mstep: Class 24 contains 5250 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220224.000000 Penalty: 88451.726562
Iteration 54Q: 27 clusters Score -1.222202e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 28256 members 
Mstep: Class 3 contains 45155 members 
Mstep: Class 4 contains 23161 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 287849 members 
Mstep: Class 7 contains 64125 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8608 members 
Mstep: Class 10 contains 143924 members 
Mstep: Class 11 contains 7944 members 
Mstep: Class 12 contains 53116 members 
Mstep: Class 13 contains 7757 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50461 members 
Mstep: Class 16 contains 30912 members 
Mstep: Class 17 contains 77529 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 9595 members 
Mstep: Class 22 contains 1117 members 
Mstep: Class 23 contains 25434 members 
Mstep: Class 24 contains 5303 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 14247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220472.000000 Penalty: 88451.726562
Iteration 55Q: 27 clusters Score -1.222205e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 28258 members 
Mstep: Class 3 contains 45272 members 
Mstep: Class 4 contains 23047 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 287747 members 
Mstep: Class 7 contains 64369 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8627 members 
Mstep: Class 10 contains 143896 members 
Mstep: Class 11 contains 7954 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 7762 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50463 members 
Mstep: Class 16 contains 30907 members 
Mstep: Class 17 contains 76993 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 9818 members 
Mstep: Class 22 contains 1117 members 
Mstep: Class 23 contains 25485 members 
Mstep: Class 24 contains 5351 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 14363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220776.000000 Penalty: 88451.726562
Iteration 56Q: 27 clusters Score -1.222208e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 28259 members 
Mstep: Class 3 contains 45362 members 
Mstep: Class 4 contains 22921 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 287657 members 
Mstep: Class 7 contains 64630 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8638 members 
Mstep: Class 10 contains 143865 members 
Mstep: Class 11 contains 7965 members 
Mstep: Class 12 contains 53056 members 
Mstep: Class 13 contains 7768 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50472 members 
Mstep: Class 16 contains 30902 members 
Mstep: Class 17 contains 76514 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 10025 members 
Mstep: Class 22 contains 1117 members 
Mstep: Class 23 contains 25549 members 
Mstep: Class 24 contains 5399 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 14464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122221152.000000 Penalty: 88451.726562
Iteration 57Q: 27 clusters Score -1.222212e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 28269 members 
Mstep: Class 3 contains 45454 members 
Mstep: Class 4 contains 22829 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 287537 members 
Mstep: Class 7 contains 64870 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8642 members 
Mstep: Class 10 contains 143836 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 53025 members 
Mstep: Class 13 contains 7772 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50470 members 
Mstep: Class 16 contains 30891 members 
Mstep: Class 17 contains 76071 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 10234 members 
Mstep: Class 22 contains 1117 members 
Mstep: Class 23 contains 25613 members 
Mstep: Class 24 contains 5442 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 14553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122221568.000000 Penalty: 88451.726562
Iteration 58Q: 27 clusters Score -1.222216e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 28273 members 
Mstep: Class 3 contains 45525 members 
Mstep: Class 4 contains 22743 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 287396 members 
Mstep: Class 7 contains 65091 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8644 members 
Mstep: Class 10 contains 143796 members 
Mstep: Class 11 contains 7977 members 
Mstep: Class 12 contains 53018 members 
Mstep: Class 13 contains 7776 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50472 members 
Mstep: Class 16 contains 30878 members 
Mstep: Class 17 contains 75682 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 10450 members 
Mstep: Class 22 contains 1116 members 
Mstep: Class 23 contains 25669 members 
Mstep: Class 24 contains 5473 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 14633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122221608.000000 Penalty: 88451.726562
Iteration 59Q: 27 clusters Score -1.222216e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 28275 members 
Mstep: Class 3 contains 45604 members 
Mstep: Class 4 contains 22660 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 287278 members 
Mstep: Class 7 contains 65294 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8647 members 
Mstep: Class 10 contains 143756 members 
Mstep: Class 11 contains 7978 members 
Mstep: Class 12 contains 52996 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50475 members 
Mstep: Class 16 contains 30882 members 
Mstep: Class 17 contains 75326 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 10663 members 
Mstep: Class 22 contains 1116 members 
Mstep: Class 23 contains 25704 members 
Mstep: Class 24 contains 5496 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 14700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122222080.000000 Penalty: 88451.726562
Iteration 60F: 27 clusters Score -1.222221e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 28276 members 
Mstep: Class 3 contains 45655 members 
Mstep: Class 4 contains 22577 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 287152 members 
Mstep: Class 7 contains 65505 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8652 members 
Mstep: Class 10 contains 143736 members 
Mstep: Class 11 contains 7981 members 
Mstep: Class 12 contains 52983 members 
Mstep: Class 13 contains 7787 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50477 members 
Mstep: Class 16 contains 30883 members 
Mstep: Class 17 contains 74757 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 11075 members 
Mstep: Class 22 contains 1116 members 
Mstep: Class 23 contains 25755 members 
Mstep: Class 24 contains 5513 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 14771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122222344.000000 Penalty: 88451.726562
Iteration 61Q: 27 clusters Score -1.222223e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 28282 members 
Mstep: Class 3 contains 45712 members 
Mstep: Class 4 contains 22510 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 287072 members 
Mstep: Class 7 contains 65711 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8655 members 
Mstep: Class 10 contains 143706 members 
Mstep: Class 11 contains 7984 members 
Mstep: Class 12 contains 52967 members 
Mstep: Class 13 contains 7787 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50486 members 
Mstep: Class 16 contains 30864 members 
Mstep: Class 17 contains 74182 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 11473 members 
Mstep: Class 22 contains 1116 members 
Mstep: Class 23 contains 25790 members 
Mstep: Class 24 contains 5530 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 14847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122222688.000000 Penalty: 88451.726562
Iteration 62Q: 27 clusters Score -1.222227e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 28281 members 
Mstep: Class 3 contains 45775 members 
Mstep: Class 4 contains 22433 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 287023 members 
Mstep: Class 7 contains 65925 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8660 members 
Mstep: Class 10 contains 143696 members 
Mstep: Class 11 contains 7985 members 
Mstep: Class 12 contains 52936 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50505 members 
Mstep: Class 16 contains 30833 members 
Mstep: Class 17 contains 73613 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 11829 members 
Mstep: Class 22 contains 1116 members 
Mstep: Class 23 contains 25834 members 
Mstep: Class 24 contains 5549 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 14915 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 27 clusters Score -1.222229e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 28290 members 
Mstep: Class 3 contains 45839 members 
Mstep: Class 4 contains 22372 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286950 members 
Mstep: Class 7 contains 66138 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8664 members 
Mstep: Class 10 contains 143666 members 
Mstep: Class 11 contains 7987 members 
Mstep: Class 12 contains 52909 members 
Mstep: Class 13 contains 7799 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50520 members 
Mstep: Class 16 contains 30811 members 
Mstep: Class 17 contains 73091 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 12178 members 
Mstep: Class 22 contains 1116 members 
Mstep: Class 23 contains 25848 members 
Mstep: Class 24 contains 5568 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 14979 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 27 clusters Score -1.222233e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 28299 members 
Mstep: Class 3 contains 45877 members 
Mstep: Class 4 contains 22314 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286886 members 
Mstep: Class 7 contains 66341 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8663 members 
Mstep: Class 10 contains 143635 members 
Mstep: Class 11 contains 7993 members 
Mstep: Class 12 contains 52889 members 
Mstep: Class 13 contains 7800 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50534 members 
Mstep: Class 16 contains 30795 members 
Mstep: Class 17 contains 72565 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 12517 members 
Mstep: Class 22 contains 1117 members 
Mstep: Class 23 contains 25880 members 
Mstep: Class 24 contains 5582 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15058 members 
Entering Unmasked Estep 
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Iteration 65Q: 27 clusters Score -1.222234e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 28310 members 
Mstep: Class 3 contains 45921 members 
Mstep: Class 4 contains 22253 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286859 members 
Mstep: Class 7 contains 66559 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8664 members 
Mstep: Class 10 contains 143605 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 52880 members 
Mstep: Class 13 contains 7795 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50544 members 
Mstep: Class 16 contains 30766 members 
Mstep: Class 17 contains 72080 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 12804 members 
Mstep: Class 22 contains 1116 members 
Mstep: Class 23 contains 25906 members 
Mstep: Class 24 contains 5588 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122223320.000000 Penalty: 88451.726562
Iteration 66Q: 27 clusters Score -1.222233e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 28319 members 
Mstep: Class 3 contains 45971 members 
Mstep: Class 4 contains 22173 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286817 members 
Mstep: Class 7 contains 66771 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8666 members 
Mstep: Class 10 contains 143570 members 
Mstep: Class 11 contains 7998 members 
Mstep: Class 12 contains 52870 members 
Mstep: Class 13 contains 7795 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50564 members 
Mstep: Class 16 contains 30743 members 
Mstep: Class 17 contains 71621 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 13093 members 
Mstep: Class 22 contains 1118 members 
Mstep: Class 23 contains 25940 members 
Mstep: Class 24 contains 5593 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122223544.000000 Penalty: 88451.726562
Iteration 67Q: 27 clusters Score -1.222235e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 28324 members 
Mstep: Class 3 contains 46015 members 
Mstep: Class 4 contains 22081 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286814 members 
Mstep: Class 7 contains 66958 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8670 members 
Mstep: Class 10 contains 143547 members 
Mstep: Class 11 contains 8001 members 
Mstep: Class 12 contains 52855 members 
Mstep: Class 13 contains 7788 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50599 members 
Mstep: Class 16 contains 30705 members 
Mstep: Class 17 contains 71170 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 13382 members 
Mstep: Class 22 contains 1120 members 
Mstep: Class 23 contains 25988 members 
Mstep: Class 24 contains 5598 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122223640.000000 Penalty: 88451.726562
Iteration 68Q: 27 clusters Score -1.222236e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 28329 members 
Mstep: Class 3 contains 46054 members 
Mstep: Class 4 contains 21991 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286780 members 
Mstep: Class 7 contains 67145 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8674 members 
Mstep: Class 10 contains 143518 members 
Mstep: Class 11 contains 8005 members 
Mstep: Class 12 contains 52849 members 
Mstep: Class 13 contains 7785 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50626 members 
Mstep: Class 16 contains 30676 members 
Mstep: Class 17 contains 70767 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 13649 members 
Mstep: Class 22 contains 1121 members 
Mstep: Class 23 contains 26033 members 
Mstep: Class 24 contains 5603 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122223904.000000 Penalty: 88451.726562
Iteration 69Q: 27 clusters Score -1.222239e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 28334 members 
Mstep: Class 3 contains 46097 members 
Mstep: Class 4 contains 21880 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286756 members 
Mstep: Class 7 contains 67317 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8678 members 
Mstep: Class 10 contains 143498 members 
Mstep: Class 11 contains 8006 members 
Mstep: Class 12 contains 52840 members 
Mstep: Class 13 contains 7778 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50651 members 
Mstep: Class 16 contains 30644 members 
Mstep: Class 17 contains 70365 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 13904 members 
Mstep: Class 22 contains 1121 members 
Mstep: Class 23 contains 26102 members 
Mstep: Class 24 contains 5609 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122223872.000000 Penalty: 88451.726562
Iteration 70Q: 27 clusters Score -1.222239e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 28342 members 
Mstep: Class 3 contains 46128 members 
Mstep: Class 4 contains 21754 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286742 members 
Mstep: Class 7 contains 67471 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8682 members 
Mstep: Class 10 contains 143480 members 
Mstep: Class 11 contains 8006 members 
Mstep: Class 12 contains 52833 members 
Mstep: Class 13 contains 7778 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50681 members 
Mstep: Class 16 contains 30618 members 
Mstep: Class 17 contains 69978 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 14157 members 
Mstep: Class 22 contains 1121 members 
Mstep: Class 23 contains 26183 members 
Mstep: Class 24 contains 5614 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224112.000000 Penalty: 88451.726562
Iteration 71Q: 27 clusters Score -1.222241e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 28348 members 
Mstep: Class 3 contains 46160 members 
Mstep: Class 4 contains 21655 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286733 members 
Mstep: Class 7 contains 67627 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8684 members 
Mstep: Class 10 contains 143463 members 
Mstep: Class 11 contains 8006 members 
Mstep: Class 12 contains 52822 members 
Mstep: Class 13 contains 7777 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50712 members 
Mstep: Class 16 contains 30603 members 
Mstep: Class 17 contains 69589 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 14399 members 
Mstep: Class 22 contains 1121 members 
Mstep: Class 23 contains 26244 members 
Mstep: Class 24 contains 5620 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224280.000000 Penalty: 88451.726562
Iteration 72Q: 27 clusters Score -1.222243e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 28352 members 
Mstep: Class 3 contains 46194 members 
Mstep: Class 4 contains 21529 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286726 members 
Mstep: Class 7 contains 67776 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8690 members 
Mstep: Class 10 contains 143450 members 
Mstep: Class 11 contains 8006 members 
Mstep: Class 12 contains 52816 members 
Mstep: Class 13 contains 7770 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50756 members 
Mstep: Class 16 contains 30565 members 
Mstep: Class 17 contains 69188 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 14660 members 
Mstep: Class 22 contains 1121 members 
Mstep: Class 23 contains 26329 members 
Mstep: Class 24 contains 5625 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224216.000000 Penalty: 88451.726562
Iteration 73Q: 27 clusters Score -1.222242e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 28358 members 
Mstep: Class 3 contains 46235 members 
Mstep: Class 4 contains 21393 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286696 members 
Mstep: Class 7 contains 67931 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8697 members 
Mstep: Class 10 contains 143446 members 
Mstep: Class 11 contains 8005 members 
Mstep: Class 12 contains 52811 members 
Mstep: Class 13 contains 7766 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50790 members 
Mstep: Class 16 contains 30530 members 
Mstep: Class 17 contains 68805 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 14905 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 26427 members 
Mstep: Class 24 contains 5627 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224288.000000 Penalty: 88451.726562
Iteration 74Q: 27 clusters Score -1.222243e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 28367 members 
Mstep: Class 3 contains 46268 members 
Mstep: Class 4 contains 21229 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286656 members 
Mstep: Class 7 contains 68088 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8698 members 
Mstep: Class 10 contains 143455 members 
Mstep: Class 11 contains 8005 members 
Mstep: Class 12 contains 52810 members 
Mstep: Class 13 contains 7762 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50833 members 
Mstep: Class 16 contains 30484 members 
Mstep: Class 17 contains 68435 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 15143 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 26548 members 
Mstep: Class 24 contains 5628 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224192.000000 Penalty: 88451.726562
Iteration 75Q: 27 clusters Score -1.222242e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 28376 members 
Mstep: Class 3 contains 46315 members 
Mstep: Class 4 contains 21052 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286617 members 
Mstep: Class 7 contains 68248 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8702 members 
Mstep: Class 10 contains 143460 members 
Mstep: Class 11 contains 8007 members 
Mstep: Class 12 contains 52805 members 
Mstep: Class 13 contains 7753 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50893 members 
Mstep: Class 16 contains 30432 members 
Mstep: Class 17 contains 68083 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 15373 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 26656 members 
Mstep: Class 24 contains 5628 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224624.000000 Penalty: 88451.726562
Iteration 76Q: 27 clusters Score -1.222246e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 28388 members 
Mstep: Class 3 contains 46345 members 
Mstep: Class 4 contains 20892 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286588 members 
Mstep: Class 7 contains 68427 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8705 members 
Mstep: Class 10 contains 143445 members 
Mstep: Class 11 contains 8012 members 
Mstep: Class 12 contains 52799 members 
Mstep: Class 13 contains 7742 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50948 members 
Mstep: Class 16 contains 30378 members 
Mstep: Class 17 contains 67715 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 15603 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 26775 members 
Mstep: Class 24 contains 5628 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224640.000000 Penalty: 88451.726562
Iteration 77Q: 27 clusters Score -1.222246e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 28397 members 
Mstep: Class 3 contains 46385 members 
Mstep: Class 4 contains 20743 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286555 members 
Mstep: Class 7 contains 68598 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8706 members 
Mstep: Class 10 contains 143445 members 
Mstep: Class 11 contains 8016 members 
Mstep: Class 12 contains 52793 members 
Mstep: Class 13 contains 7728 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 50997 members 
Mstep: Class 16 contains 30339 members 
Mstep: Class 17 contains 67353 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 15820 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 26881 members 
Mstep: Class 24 contains 5630 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224720.000000 Penalty: 88451.726562
Iteration 78Q: 27 clusters Score -1.222247e+08 nChanged 1053
Entering ConstructFrom: 
Score: -122224720.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (15283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Entering Unmasked Estep 
Score: -2129281.750000 Penalty: 2389.355225
	Iteration 0F: 2 clusters Score -2129282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2118203.250000 Penalty: 4778.710449
	Iteration 0F: 3 clusters Score -2118203 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2121771.250000 Penalty: 4778.710449
	Iteration 1F: 3 clusters Score -2121771 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2122188.750000 Penalty: 4778.710449
	Iteration 2F: 3 clusters Score -2122189 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2122533.750000 Penalty: 4778.710449
	Iteration 3F: 3 clusters Score -2122534 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2122876.250000 Penalty: 4778.710449
	Iteration 4Q: 3 clusters Score -2122876 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2123161.750000 Penalty: 4778.710449
	Iteration 5Q: 3 clusters Score -2123162 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2123379.000000 Penalty: 4778.710449
	Iteration 6Q: 3 clusters Score -2123379 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -2123565.500000 Penalty: 4778.710449
	Iteration 7Q: 3 clusters Score -2123566 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2123740.250000 Penalty: 4778.710449
	Iteration 8Q: 3 clusters Score -2123740 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -2123906.000000 Penalty: 4778.710449
	Iteration 9Q: 3 clusters Score -2123906 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2124078.750000 Penalty: 4778.710449
	Iteration 10Q: 3 clusters Score -2124079 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2124251.000000 Penalty: 4778.710449
	Iteration 11Q: 3 clusters Score -2124251 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2124428.250000 Penalty: 4778.710449
	Iteration 12Q: 3 clusters Score -2124428 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2124600.750000 Penalty: 4778.710449
	Iteration 13Q: 3 clusters Score -2124601 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2124790.750000 Penalty: 4778.710449
	Iteration 14Q: 3 clusters Score -2124791 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2124949.750000 Penalty: 4778.710449
	Iteration 15Q: 3 clusters Score -2124950 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2125107.750000 Penalty: 4778.710449
	Iteration 16Q: 3 clusters Score -2125108 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2125245.250000 Penalty: 4778.710449
	Iteration 17Q: 3 clusters Score -2125245 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -2125371.000000 Penalty: 4778.710449
	Iteration 18Q: 3 clusters Score -2125371 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2125472.500000 Penalty: 4778.710449
	Iteration 19Q: 3 clusters Score -2125472 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2125571.750000 Penalty: 4778.710449
	Iteration 20F: 3 clusters Score -2125572 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -2125662.500000 Penalty: 4778.710449
	Iteration 21Q: 3 clusters Score -2125662 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2125745.500000 Penalty: 4778.710449
	Iteration 22Q: 3 clusters Score -2125746 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2125829.000000 Penalty: 4778.710449
	Iteration 23Q: 3 clusters Score -2125829 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -2125910.000000 Penalty: 4778.710449
	Iteration 24Q: 3 clusters Score -2125910 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2125988.750000 Penalty: 4778.710449
	Iteration 25Q: 3 clusters Score -2125989 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -2126075.250000 Penalty: 4778.710449
	Iteration 26Q: 3 clusters Score -2126075 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2126161.500000 Penalty: 4778.710449
	Iteration 27Q: 3 clusters Score -2126162 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2126244.500000 Penalty: 4778.710449
	Iteration 28Q: 3 clusters Score -2126244 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2126317.750000 Penalty: 4778.710449
	Iteration 29Q: 3 clusters Score -2126318 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2126394.000000 Penalty: 4778.710449
	Iteration 30Q: 3 clusters Score -2126394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2126460.750000 Penalty: 4778.710449
	Iteration 31Q: 3 clusters Score -2126461 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2126533.000000 Penalty: 4778.710449
	Iteration 32Q: 3 clusters Score -2126533 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2126599.750000 Penalty: 4778.710449
	Iteration 33Q: 3 clusters Score -2126600 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -2126650.750000 Penalty: 4778.710449
	Iteration 34Q: 3 clusters Score -2126651 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2126713.500000 Penalty: 4778.710449
	Iteration 35Q: 3 clusters Score -2126714 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2126773.750000 Penalty: 4778.710449
	Iteration 36Q: 3 clusters Score -2126774 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2126814.250000 Penalty: 4778.710449
	Iteration 37Q: 3 clusters Score -2126814 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2126852.750000 Penalty: 4778.710449
	Iteration 38Q: 3 clusters Score -2126853 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2126889.750000 Penalty: 4778.710449
	Iteration 39Q: 3 clusters Score -2126890 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2126931.250000 Penalty: 4778.710449
	Iteration 40F: 3 clusters Score -2126931 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2126970.000000 Penalty: 4778.710449
	Iteration 41Q: 3 clusters Score -2126970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2126997.250000 Penalty: 4778.710449
	Iteration 42Q: 3 clusters Score -2126997 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -2127015.250000 Penalty: 4778.710449
	Iteration 43Q: 3 clusters Score -2127015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2127031.500000 Penalty: 4778.710449
	Iteration 44Q: 3 clusters Score -2127032 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -2127048.250000 Penalty: 4778.710449
	Iteration 45Q: 3 clusters Score -2127048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2127062.750000 Penalty: 4778.710449
	Iteration 46Q: 3 clusters Score -2127063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2127070.500000 Penalty: 4778.710449
	Iteration 47Q: 3 clusters Score -2127070 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2127083.500000 Penalty: 4778.710449
	Iteration 48Q: 3 clusters Score -2127084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2127091.000000 Penalty: 4778.710449
	Iteration 49Q: 3 clusters Score -2127091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2127102.000000 Penalty: 4778.710449
	Iteration 50Q: 3 clusters Score -2127102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -2127117.000000 Penalty: 4778.710449
	Iteration 51Q: 3 clusters Score -2127117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2127127.500000 Penalty: 4778.710449
	Iteration 52Q: 3 clusters Score -2127128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2127148.500000 Penalty: 4778.710449
	Iteration 53Q: 3 clusters Score -2127148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -2127164.750000 Penalty: 4778.710449
	Iteration 54Q: 3 clusters Score -2127165 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2127179.250000 Penalty: 4778.710449
	Iteration 55Q: 3 clusters Score -2127179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2127191.000000 Penalty: 4778.710449
	Iteration 56Q: 3 clusters Score -2127191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -2127200.500000 Penalty: 4778.710449
	Iteration 57Q: 3 clusters Score -2127200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2127206.750000 Penalty: 4778.710449
	Iteration 58Q: 3 clusters Score -2127207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -2127217.000000 Penalty: 4778.710449
	Iteration 59Q: 3 clusters Score -2127217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2127229.250000 Penalty: 4778.710449
	Iteration 60F: 3 clusters Score -2127229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2127233.500000 Penalty: 4778.710449
	Iteration 61Q: 3 clusters Score -2127234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2127237.500000 Penalty: 4778.710449
	Iteration 62Q: 3 clusters Score -2127238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14681 members 
Entering Unmasked Estep 
Score: -2127243.000000 Penalty: 4778.710449
	Iteration 63Q: 3 clusters Score -2127243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2127245.250000 Penalty: 4778.710449
	Iteration 64Q: 3 clusters Score -2127245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2127245.250000 Penalty: 4778.710449
	Iteration 65Q: 3 clusters Score -2127245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2127247.750000 Penalty: 4778.710449
	Iteration 66Q: 3 clusters Score -2127248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2127250.750000 Penalty: 4778.710449
	Iteration 67Q: 3 clusters Score -2127251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2127251.250000 Penalty: 4778.710449
	Iteration 68Q: 3 clusters Score -2127251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2127252.750000 Penalty: 4778.710449
	Iteration 69Q: 3 clusters Score -2127253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2127253.000000 Penalty: 4778.710449
	Iteration 70Q: 3 clusters Score -2127253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2127255.000000 Penalty: 4778.710449
	Iteration 71Q: 3 clusters Score -2127255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2127255.000000 Penalty: 4778.710449
	Iteration 72F: 3 clusters Score -2127255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Entering Unmasked Estep 
Score: -3838503.750000 Penalty: 2543.106445
	Iteration 0F: 2 clusters Score -3838504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3818889.000000 Penalty: 5086.212891
	Iteration 0F: 3 clusters Score -3818889 nChanged 12800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -3825865.500000 Penalty: 5086.212891
	Iteration 1F: 3 clusters Score -3825866 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3826509.750000 Penalty: 5086.212891
	Iteration 2F: 3 clusters Score -3826510 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -3827253.500000 Penalty: 5086.212891
	Iteration 3F: 3 clusters Score -3827254 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3828214.500000 Penalty: 5086.212891
	Iteration 4F: 3 clusters Score -3828214 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3829374.750000 Penalty: 5086.212891
	Iteration 5F: 3 clusters Score -3829375 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3830575.250000 Penalty: 5086.212891
	Iteration 6F: 3 clusters Score -3830575 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -3831689.250000 Penalty: 5086.212891
	Iteration 7F: 3 clusters Score -3831689 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -3832635.750000 Penalty: 5086.212891
	Iteration 8F: 3 clusters Score -3832636 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -3833429.000000 Penalty: 5086.212891
	Iteration 9Q: 3 clusters Score -3833429 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3834046.500000 Penalty: 5086.212891
	Iteration 10Q: 3 clusters Score -3834046 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -3834571.250000 Penalty: 5086.212891
	Iteration 11Q: 3 clusters Score -3834571 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3835007.000000 Penalty: 5086.212891
	Iteration 12Q: 3 clusters Score -3835007 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3835315.250000 Penalty: 5086.212891
	Iteration 13Q: 3 clusters Score -3835315 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -3835541.250000 Penalty: 5086.212891
	Iteration 14Q: 3 clusters Score -3835541 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -3835714.500000 Penalty: 5086.212891
	Iteration 15Q: 3 clusters Score -3835714 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3835893.250000 Penalty: 5086.212891
	Iteration 16Q: 3 clusters Score -3835893 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3835987.000000 Penalty: 5086.212891
	Iteration 17Q: 3 clusters Score -3835987 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3836088.500000 Penalty: 5086.212891
	Iteration 18Q: 3 clusters Score -3836088 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -3836174.250000 Penalty: 5086.212891
	Iteration 19Q: 3 clusters Score -3836174 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -3836213.750000 Penalty: 5086.212891
	Iteration 20F: 3 clusters Score -3836214 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3836256.500000 Penalty: 5086.212891
	Iteration 21Q: 3 clusters Score -3836256 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3836281.000000 Penalty: 5086.212891
	Iteration 22Q: 3 clusters Score -3836281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -3836305.500000 Penalty: 5086.212891
	Iteration 23Q: 3 clusters Score -3836306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -3836320.000000 Penalty: 5086.212891
	Iteration 24Q: 3 clusters Score -3836320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3836338.000000 Penalty: 5086.212891
	Iteration 25Q: 3 clusters Score -3836338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -3836344.500000 Penalty: 5086.212891
	Iteration 26Q: 3 clusters Score -3836344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
Score: -3836349.750000 Penalty: 5086.212891
	Iteration 27Q: 3 clusters Score -3836350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -3836353.250000 Penalty: 5086.212891
	Iteration 28Q: 3 clusters Score -3836353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3836360.000000 Penalty: 5086.212891
	Iteration 29Q: 3 clusters Score -3836360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -3836362.500000 Penalty: 5086.212891
	Iteration 30Q: 3 clusters Score -3836362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -3836364.750000 Penalty: 5086.212891
	Iteration 31Q: 3 clusters Score -3836365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3836366.000000 Penalty: 5086.212891
	Iteration 32Q: 3 clusters Score -3836366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -3836369.750000 Penalty: 5086.212891
	Iteration 33Q: 3 clusters Score -3836370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3836371.750000 Penalty: 5086.212891
	Iteration 34Q: 3 clusters Score -3836372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -3836374.750000 Penalty: 5086.212891
	Iteration 35Q: 3 clusters Score -3836375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3836372.750000 Penalty: 5086.212891
	Iteration 36Q: 3 clusters Score -3836373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3836373.000000 Penalty: 5086.212891
	Iteration 37Q: 3 clusters Score -3836373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3836372.750000 Penalty: 5086.212891
	Iteration 38Q: 3 clusters Score -3836373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3836373.750000 Penalty: 5086.212891
	Iteration 39Q: 3 clusters Score -3836374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3836376.750000 Penalty: 5086.212891
	Iteration 40F: 3 clusters Score -3836377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3836376.000000 Penalty: 5086.212891
	Iteration 41Q: 3 clusters Score -3836376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3836376.000000 Penalty: 5086.212891
	Iteration 42F: 3 clusters Score -3836376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Entering Unmasked Estep 
Score: -6381044.000000 Penalty: 2664.891113
	Iteration 0F: 2 clusters Score -6381044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -6349920.000000 Penalty: 5329.782227
	Iteration 0F: 3 clusters Score -6349920 nChanged 21376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -6361824.000000 Penalty: 5329.782227
	Iteration 1F: 3 clusters Score -6361824 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -6362409.500000 Penalty: 5329.782227
	Iteration 2Q: 3 clusters Score -6362410 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -6363011.500000 Penalty: 5329.782227
	Iteration 3Q: 3 clusters Score -6363012 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -6363662.500000 Penalty: 5329.782227
	Iteration 4Q: 3 clusters Score -6363662 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -6364538.000000 Penalty: 5329.782227
	Iteration 5Q: 3 clusters Score -6364538 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -6365592.000000 Penalty: 5329.782227
	Iteration 6Q: 3 clusters Score -6365592 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -6367049.500000 Penalty: 5329.782227
	Iteration 7F: 3 clusters Score -6367050 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -6369265.000000 Penalty: 5329.782227
	Iteration 8F: 3 clusters Score -6369265 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -6372204.000000 Penalty: 5329.782227
	Iteration 9F: 3 clusters Score -6372204 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -6374811.000000 Penalty: 5329.782227
	Iteration 10F: 3 clusters Score -6374811 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -6376431.500000 Penalty: 5329.782227
	Iteration 11Q: 3 clusters Score -6376432 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
Score: -6377349.000000 Penalty: 5329.782227
	Iteration 12Q: 3 clusters Score -6377349 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -6377888.000000 Penalty: 5329.782227
	Iteration 13Q: 3 clusters Score -6377888 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -6378199.500000 Penalty: 5329.782227
	Iteration 14Q: 3 clusters Score -6378200 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16723 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -6378464.000000 Penalty: 5329.782227
	Iteration 15Q: 3 clusters Score -6378464 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -6378626.000000 Penalty: 5329.782227
	Iteration 16Q: 3 clusters Score -6378626 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -6378746.000000 Penalty: 5329.782227
	Iteration 17Q: 3 clusters Score -6378746 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -6378859.500000 Penalty: 5329.782227
	Iteration 18Q: 3 clusters Score -6378860 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -6378894.000000 Penalty: 5329.782227
	Iteration 19Q: 3 clusters Score -6378894 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -6378965.500000 Penalty: 5329.782227
	Iteration 20F: 3 clusters Score -6378966 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -6379031.000000 Penalty: 5329.782227
	Iteration 21Q: 3 clusters Score -6379031 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -6379060.000000 Penalty: 5329.782227
	Iteration 22Q: 3 clusters Score -6379060 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -6379104.500000 Penalty: 5329.782227
	Iteration 23Q: 3 clusters Score -6379104 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 28088 members 
Entering Unmasked Estep 
Score: -6379146.000000 Penalty: 5329.782227
	Iteration 24Q: 3 clusters Score -6379146 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -6379208.000000 Penalty: 5329.782227
	Iteration 25Q: 3 clusters Score -6379208 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -6379217.000000 Penalty: 5329.782227
	Iteration 26Q: 3 clusters Score -6379217 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -6379228.500000 Penalty: 5329.782227
	Iteration 27Q: 3 clusters Score -6379228 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -6379238.000000 Penalty: 5329.782227
	Iteration 28Q: 3 clusters Score -6379238 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -6379265.000000 Penalty: 5329.782227
	Iteration 29Q: 3 clusters Score -6379265 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -6379265.500000 Penalty: 5329.782227
	Iteration 30Q: 3 clusters Score -6379266 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -6379293.000000 Penalty: 5329.782227
	Iteration 31Q: 3 clusters Score -6379293 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -6379305.000000 Penalty: 5329.782227
	Iteration 32Q: 3 clusters Score -6379305 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -6379325.000000 Penalty: 5329.782227
	Iteration 33Q: 3 clusters Score -6379325 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -6379339.000000 Penalty: 5329.782227
	Iteration 34Q: 3 clusters Score -6379339 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -6379375.000000 Penalty: 5329.782227
	Iteration 35Q: 3 clusters Score -6379375 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -6379372.000000 Penalty: 5329.782227
	Iteration 36Q: 3 clusters Score -6379372 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -6379389.500000 Penalty: 5329.782227
	Iteration 37Q: 3 clusters Score -6379390 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -6379397.500000 Penalty: 5329.782227
	Iteration 38Q: 3 clusters Score -6379398 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -6379426.000000 Penalty: 5329.782227
	Iteration 39Q: 3 clusters Score -6379426 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -6379431.500000 Penalty: 5329.782227
	Iteration 40F: 3 clusters Score -6379432 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -6379429.500000 Penalty: 5329.782227
	Iteration 41Q: 3 clusters Score -6379430 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -6379445.500000 Penalty: 5329.782227
	Iteration 42Q: 3 clusters Score -6379446 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -6379440.000000 Penalty: 5329.782227
	Iteration 43Q: 3 clusters Score -6379440 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -6379446.000000 Penalty: 5329.782227
	Iteration 44Q: 3 clusters Score -6379446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -6379445.500000 Penalty: 5329.782227
	Iteration 45Q: 3 clusters Score -6379446 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -6379444.000000 Penalty: 5329.782227
	Iteration 46Q: 3 clusters Score -6379444 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -6379443.000000 Penalty: 5329.782227
	Iteration 47Q: 3 clusters Score -6379443 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -6379454.000000 Penalty: 5329.782227
	Iteration 48Q: 3 clusters Score -6379454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -6379454.500000 Penalty: 5329.782227
	Iteration 49Q: 3 clusters Score -6379454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -6379460.000000 Penalty: 5329.782227
	Iteration 50Q: 3 clusters Score -6379460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -6379453.000000 Penalty: 5329.782227
	Iteration 51Q: 3 clusters Score -6379453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -6379455.500000 Penalty: 5329.782227
	Iteration 52Q: 3 clusters Score -6379456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -6379447.500000 Penalty: 5329.782227
	Iteration 53Q: 3 clusters Score -6379448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -6379436.000000 Penalty: 5329.782227
	Iteration 54Q: 3 clusters Score -6379436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -6379458.000000 Penalty: 5329.782227
	Iteration 55Q: 3 clusters Score -6379458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -6379452.000000 Penalty: 5329.782227
	Iteration 56Q: 3 clusters Score -6379452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -6379455.000000 Penalty: 5329.782227
	Iteration 57Q: 3 clusters Score -6379455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -6379455.000000 Penalty: 5329.782227
	Iteration 58Q: 3 clusters Score -6379455 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -6379456.000000 Penalty: 5329.782227
	Iteration 59Q: 3 clusters Score -6379456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -6379451.000000 Penalty: 5329.782227
	Iteration 60F: 3 clusters Score -6379451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -6379453.000000 Penalty: 5329.782227
	Iteration 61Q: 3 clusters Score -6379453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -6379454.500000 Penalty: 5329.782227
	Iteration 62Q: 3 clusters Score -6379454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -6379465.000000 Penalty: 5329.782227
	Iteration 63Q: 3 clusters Score -6379465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -6379462.000000 Penalty: 5329.782227
	Iteration 64Q: 3 clusters Score -6379462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -6379456.500000 Penalty: 5329.782227
	Iteration 65Q: 3 clusters Score -6379456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 25073 members 
Entering Unmasked Estep 
Score: -6379457.500000 Penalty: 5329.782227
	Iteration 66Q: 3 clusters Score -6379458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -6379458.000000 Penalty: 5329.782227
	Iteration 67Q: 3 clusters Score -6379458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -6379460.500000 Penalty: 5329.782227
	Iteration 68Q: 3 clusters Score -6379460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -6379457.000000 Penalty: 5329.782227
	Iteration 69Q: 3 clusters Score -6379457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -6379452.000000 Penalty: 5329.782227
	Iteration 70Q: 3 clusters Score -6379452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -6379450.000000 Penalty: 5329.782227
	Iteration 71Q: 3 clusters Score -6379450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -6379459.000000 Penalty: 5329.782227
	Iteration 72Q: 3 clusters Score -6379459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 25031 members 
Entering Unmasked Estep 
Score: -6379459.000000 Penalty: 5329.782227
	Iteration 73Q: 3 clusters Score -6379459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -6379450.500000 Penalty: 5329.782227
	Iteration 74Q: 3 clusters Score -6379450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -6379461.500000 Penalty: 5329.782227
	Iteration 75Q: 3 clusters Score -6379462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -6379459.500000 Penalty: 5329.782227
	Iteration 76Q: 3 clusters Score -6379460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -6379466.000000 Penalty: 5329.782227
	Iteration 77Q: 3 clusters Score -6379466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -6379470.000000 Penalty: 5329.782227
	Iteration 78Q: 3 clusters Score -6379470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -6379477.000000 Penalty: 5329.782227
	Iteration 79Q: 3 clusters Score -6379477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -6379465.500000 Penalty: 5329.782227
	Iteration 80F: 3 clusters Score -6379466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -6379474.500000 Penalty: 5329.782227
	Iteration 81Q: 3 clusters Score -6379474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -6379472.500000 Penalty: 5329.782227
	Iteration 82Q: 3 clusters Score -6379472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -6379472.500000 Penalty: 5329.782227
	Iteration 83F: 3 clusters Score -6379472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Entering Unmasked Estep 
Score: -2804089.000000 Penalty: 2462.973877
	Iteration 0F: 2 clusters Score -2804089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2789723.250000 Penalty: 4925.947754
	Iteration 0F: 3 clusters Score -2789723 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2794516.000000 Penalty: 4925.947754
	Iteration 1F: 3 clusters Score -2794516 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -2795056.500000 Penalty: 4925.947754
	Iteration 2F: 3 clusters Score -2795056 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2795499.000000 Penalty: 4925.947754
	Iteration 3F: 3 clusters Score -2795499 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2795914.500000 Penalty: 4925.947754
	Iteration 4Q: 3 clusters Score -2795914 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2796349.250000 Penalty: 4925.947754
	Iteration 5Q: 3 clusters Score -2796349 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2796856.250000 Penalty: 4925.947754
	Iteration 6Q: 3 clusters Score -2796856 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2797442.750000 Penalty: 4925.947754
	Iteration 7Q: 3 clusters Score -2797443 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2798107.750000 Penalty: 4925.947754
	Iteration 8F: 3 clusters Score -2798108 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2798810.500000 Penalty: 4925.947754
	Iteration 9Q: 3 clusters Score -2798810 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2799489.250000 Penalty: 4925.947754
	Iteration 10Q: 3 clusters Score -2799489 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2800129.000000 Penalty: 4925.947754
	Iteration 11Q: 3 clusters Score -2800129 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2800618.500000 Penalty: 4925.947754
	Iteration 12Q: 3 clusters Score -2800618 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2801003.500000 Penalty: 4925.947754
	Iteration 13Q: 3 clusters Score -2801004 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2801261.750000 Penalty: 4925.947754
	Iteration 14Q: 3 clusters Score -2801262 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2801417.500000 Penalty: 4925.947754
	Iteration 15Q: 3 clusters Score -2801418 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2801540.500000 Penalty: 4925.947754
	Iteration 16Q: 3 clusters Score -2801540 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2801629.000000 Penalty: 4925.947754
	Iteration 17Q: 3 clusters Score -2801629 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19899 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2801691.250000 Penalty: 4925.947754
	Iteration 18Q: 3 clusters Score -2801691 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2801726.500000 Penalty: 4925.947754
	Iteration 19Q: 3 clusters Score -2801726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2801760.500000 Penalty: 4925.947754
	Iteration 20F: 3 clusters Score -2801760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2801788.250000 Penalty: 4925.947754
	Iteration 21Q: 3 clusters Score -2801788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2801823.750000 Penalty: 4925.947754
	Iteration 22Q: 3 clusters Score -2801824 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2801843.750000 Penalty: 4925.947754
	Iteration 23Q: 3 clusters Score -2801844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2801865.250000 Penalty: 4925.947754
	Iteration 24Q: 3 clusters Score -2801865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -2801872.250000 Penalty: 4925.947754
	Iteration 25Q: 3 clusters Score -2801872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2801883.000000 Penalty: 4925.947754
	Iteration 26Q: 3 clusters Score -2801883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2801886.750000 Penalty: 4925.947754
	Iteration 27Q: 3 clusters Score -2801887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2801895.000000 Penalty: 4925.947754
	Iteration 28Q: 3 clusters Score -2801895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -2801899.250000 Penalty: 4925.947754
	Iteration 29Q: 3 clusters Score -2801899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20127 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2801902.000000 Penalty: 4925.947754
	Iteration 30Q: 3 clusters Score -2801902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2801911.250000 Penalty: 4925.947754
	Iteration 31Q: 3 clusters Score -2801911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2801921.500000 Penalty: 4925.947754
	Iteration 32Q: 3 clusters Score -2801922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2801929.000000 Penalty: 4925.947754
	Iteration 33Q: 3 clusters Score -2801929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2801924.250000 Penalty: 4925.947754
	Iteration 34Q: 3 clusters Score -2801924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2801926.250000 Penalty: 4925.947754
	Iteration 35Q: 3 clusters Score -2801926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2801929.000000 Penalty: 4925.947754
	Iteration 36Q: 3 clusters Score -2801929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2801930.250000 Penalty: 4925.947754
	Iteration 37Q: 3 clusters Score -2801930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2801931.500000 Penalty: 4925.947754
	Iteration 38Q: 3 clusters Score -2801932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2801934.250000 Penalty: 4925.947754
	Iteration 39Q: 3 clusters Score -2801934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2801936.250000 Penalty: 4925.947754
	Iteration 40F: 3 clusters Score -2801936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2801938.250000 Penalty: 4925.947754
	Iteration 41Q: 3 clusters Score -2801938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2801941.250000 Penalty: 4925.947754
	Iteration 42Q: 3 clusters Score -2801941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2801939.000000 Penalty: 4925.947754
	Iteration 43Q: 3 clusters Score -2801939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -2801939.000000 Penalty: 4925.947754
	Iteration 44F: 3 clusters Score -2801939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -196826.687500 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -196826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -194658.859375 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -194658.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -196040.781250 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -196040.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -196948.062500 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -196948.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -197282.156250 Penalty: 3633.927002
	Iteration 3F: 3 clusters Score -197282.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -197517.015625 Penalty: 3633.927002
	Iteration 4F: 3 clusters Score -197517 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -197714.890625 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -197714.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -197842.687500 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -197842.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -197878.515625 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -197878.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -197888.843750 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -197888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -197888.843750 Penalty: 3633.927002
	Iteration 9F: 3 clusters Score -197888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 28409 members 
Mstep: Class 3 contains 46422 members 
Mstep: Class 4 contains 20565 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 286492 members 
Mstep: Class 7 contains 68782 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8706 members 
Mstep: Class 10 contains 143450 members 
Mstep: Class 11 contains 8020 members 
Mstep: Class 12 contains 52780 members 
Mstep: Class 13 contains 7723 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51044 members 
Mstep: Class 16 contains 30285 members 
Mstep: Class 17 contains 67000 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 16051 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 27017 members 
Mstep: Class 24 contains 5632 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15426 members 
Mstep: Class 27 contains 1142 members 
Entering Unmasked Estep 
Score: -122224136.000000 Penalty: 91853.718750
Splitting cluster 5 changes total score from -122224720.000000 to -122224136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (286492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286492 members 
Entering Unmasked Estep 
Score: -39957596.000000 Penalty: 3116.235596
	Iteration 0F: 2 clusters Score -3.99576e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143705 members 
Mstep: Class 2 contains 142787 members 
Entering Unmasked Estep 
Score: -39809320.000000 Penalty: 6232.471191
	Iteration 0F: 3 clusters Score -3.980932e+07 nChanged 138596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153291 members 
Mstep: Class 2 contains 133201 members 
Entering Unmasked Estep 
Score: -39891244.000000 Penalty: 6232.471191
	Iteration 1F: 3 clusters Score -3.989124e+07 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159399 members 
Mstep: Class 2 contains 127093 members 
Entering Unmasked Estep 
Score: -39893540.000000 Penalty: 6232.471191
	Iteration 2Q: 3 clusters Score -3.989354e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168941 members 
Mstep: Class 2 contains 117551 members 
Entering Unmasked Estep 
Score: -39897740.000000 Penalty: 6232.471191
	Iteration 3Q: 3 clusters Score -3.989774e+07 nChanged 15305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182778 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -39905508.000000 Penalty: 6232.471191
	Iteration 4F: 3 clusters Score -3.990551e+07 nChanged 19667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201405 members 
Mstep: Class 2 contains 85087 members 
Entering Unmasked Estep 
Score: -39918752.000000 Penalty: 6232.471191
	Iteration 5F: 3 clusters Score -3.991875e+07 nChanged 22975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223626 members 
Mstep: Class 2 contains 62866 members 
Entering Unmasked Estep 
Score: -39936972.000000 Penalty: 6232.471191
	Iteration 6F: 3 clusters Score -3.993697e+07 nChanged 21953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244847 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -39956348.000000 Penalty: 6232.471191
	Iteration 7F: 3 clusters Score -3.995635e+07 nChanged 18701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263322 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -39963684.000000 Penalty: 6232.471191
	Iteration 8F: 3 clusters Score -3.996368e+07 nChanged 13660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276942 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -39960464.000000 Penalty: 6232.471191
	Iteration 9Q: 3 clusters Score -3.996046e+07 nChanged 6279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283211 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -39957244.000000 Penalty: 6232.471191
	Iteration 10Q: 3 clusters Score -3.995724e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285279 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -39955700.000000 Penalty: 6232.471191
	Iteration 11Q: 3 clusters Score -3.99557e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285880 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -39955200.000000 Penalty: 6232.471191
	Iteration 12Q: 3 clusters Score -3.99552e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286055 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -39955120.000000 Penalty: 6232.471191
	Iteration 13Q: 3 clusters Score -3.995512e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286127 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -39955168.000000 Penalty: 6232.471191
	Iteration 14Q: 3 clusters Score -3.995517e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286169 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -39955160.000000 Penalty: 6232.471191
	Iteration 15Q: 3 clusters Score -3.995516e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286185 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -39955184.000000 Penalty: 6232.471191
	Iteration 16Q: 3 clusters Score -3.995518e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286199 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -39955184.000000 Penalty: 6232.471191
	Iteration 17Q: 3 clusters Score -3.995518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286208 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -39955204.000000 Penalty: 6232.471191
	Iteration 18Q: 3 clusters Score -3.99552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39955196.000000 Penalty: 6232.471191
	Iteration 19Q: 3 clusters Score -3.99552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286217 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -39955192.000000 Penalty: 6232.471191
	Iteration 20F: 3 clusters Score -3.995519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286218 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39955184.000000 Penalty: 6232.471191
	Iteration 21Q: 3 clusters Score -3.995518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286218 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39955196.000000 Penalty: 6232.471191
	Iteration 22Q: 3 clusters Score -3.99552e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286219 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -39955172.000000 Penalty: 6232.471191
	Iteration 23Q: 3 clusters Score -3.995517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286218 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39955188.000000 Penalty: 6232.471191
	Iteration 24Q: 3 clusters Score -3.995519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286218 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -39955188.000000 Penalty: 6232.471191
	Iteration 25F: 3 clusters Score -3.995519e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (68782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68782 members 
Entering Unmasked Estep 
Score: -9574042.000000 Penalty: 2762.396973
	Iteration 0F: 2 clusters Score -9574042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -9528064.000000 Penalty: 5524.793945
	Iteration 0F: 3 clusters Score -9528064 nChanged 32075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -9546901.000000 Penalty: 5524.793945
	Iteration 1F: 3 clusters Score -9546901 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34089 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -9548445.000000 Penalty: 5524.793945
	Iteration 2Q: 3 clusters Score -9548445 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -9550162.000000 Penalty: 5524.793945
	Iteration 3F: 3 clusters Score -9550162 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -9552245.000000 Penalty: 5524.793945
	Iteration 4F: 3 clusters Score -9552245 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -9554829.000000 Penalty: 5524.793945
	Iteration 5F: 3 clusters Score -9554829 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -9557785.000000 Penalty: 5524.793945
	Iteration 6F: 3 clusters Score -9557785 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -9560886.000000 Penalty: 5524.793945
	Iteration 7F: 3 clusters Score -9560886 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -9563335.000000 Penalty: 5524.793945
	Iteration 8F: 3 clusters Score -9563335 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 27581 members 
Entering Unmasked Estep 
Score: -9564716.000000 Penalty: 5524.793945
	Iteration 9Q: 3 clusters Score -9564716 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -9565378.000000 Penalty: 5524.793945
	Iteration 10Q: 3 clusters Score -9565378 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -9565736.000000 Penalty: 5524.793945
	Iteration 11Q: 3 clusters Score -9565736 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44507 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -9566078.000000 Penalty: 5524.793945
	Iteration 12Q: 3 clusters Score -9566078 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -9566460.000000 Penalty: 5524.793945
	Iteration 13Q: 3 clusters Score -9566460 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -9566844.000000 Penalty: 5524.793945
	Iteration 14Q: 3 clusters Score -9566844 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -9567305.000000 Penalty: 5524.793945
	Iteration 15Q: 3 clusters Score -9567305 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -9567821.000000 Penalty: 5524.793945
	Iteration 16Q: 3 clusters Score -9567821 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -9568342.000000 Penalty: 5524.793945
	Iteration 17Q: 3 clusters Score -9568342 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -9568934.000000 Penalty: 5524.793945
	Iteration 18Q: 3 clusters Score -9568934 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52907 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -9569544.000000 Penalty: 5524.793945
	Iteration 19Q: 3 clusters Score -9569544 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -9570158.000000 Penalty: 5524.793945
	Iteration 20F: 3 clusters Score -9570158 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -9570738.000000 Penalty: 5524.793945
	Iteration 21Q: 3 clusters Score -9570738 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -9571283.000000 Penalty: 5524.793945
	Iteration 22Q: 3 clusters Score -9571283 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56742 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -9571693.000000 Penalty: 5524.793945
	Iteration 23Q: 3 clusters Score -9571693 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -9572029.000000 Penalty: 5524.793945
	Iteration 24Q: 3 clusters Score -9572029 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -9572318.000000 Penalty: 5524.793945
	Iteration 25Q: 3 clusters Score -9572318 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -9572545.000000 Penalty: 5524.793945
	Iteration 26Q: 3 clusters Score -9572545 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -9572725.000000 Penalty: 5524.793945
	Iteration 27Q: 3 clusters Score -9572725 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59376 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -9572823.000000 Penalty: 5524.793945
	Iteration 28Q: 3 clusters Score -9572823 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59736 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -9572908.000000 Penalty: 5524.793945
	Iteration 29Q: 3 clusters Score -9572908 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -9572990.000000 Penalty: 5524.793945
	Iteration 30Q: 3 clusters Score -9572990 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -9573025.000000 Penalty: 5524.793945
	Iteration 31Q: 3 clusters Score -9573025 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60450 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -9573072.000000 Penalty: 5524.793945
	Iteration 32Q: 3 clusters Score -9573072 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60615 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -9573088.000000 Penalty: 5524.793945
	Iteration 33Q: 3 clusters Score -9573088 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -9573082.000000 Penalty: 5524.793945
	Iteration 34Q: 3 clusters Score -9573082 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60898 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -9573090.000000 Penalty: 5524.793945
	Iteration 35Q: 3 clusters Score -9573090 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61002 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -9573126.000000 Penalty: 5524.793945
	Iteration 36Q: 3 clusters Score -9573126 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -9573138.000000 Penalty: 5524.793945
	Iteration 37Q: 3 clusters Score -9573138 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61165 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -9573154.000000 Penalty: 5524.793945
	Iteration 38Q: 3 clusters Score -9573154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61234 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -9573145.000000 Penalty: 5524.793945
	Iteration 39Q: 3 clusters Score -9573145 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61291 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -9573169.000000 Penalty: 5524.793945
	Iteration 40F: 3 clusters Score -9573169 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -9573179.000000 Penalty: 5524.793945
	Iteration 41Q: 3 clusters Score -9573179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61377 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -9573174.000000 Penalty: 5524.793945
	Iteration 42Q: 3 clusters Score -9573174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -9573170.000000 Penalty: 5524.793945
	Iteration 43Q: 3 clusters Score -9573170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -9573154.000000 Penalty: 5524.793945
	Iteration 44Q: 3 clusters Score -9573154 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61495 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -9573174.000000 Penalty: 5524.793945
	Iteration 45Q: 3 clusters Score -9573174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61532 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -9573169.000000 Penalty: 5524.793945
	Iteration 46Q: 3 clusters Score -9573169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61567 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -9573172.000000 Penalty: 5524.793945
	Iteration 47Q: 3 clusters Score -9573172 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61596 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -9573177.000000 Penalty: 5524.793945
	Iteration 48Q: 3 clusters Score -9573177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61617 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -9573170.000000 Penalty: 5524.793945
	Iteration 49Q: 3 clusters Score -9573170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61635 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -9573169.000000 Penalty: 5524.793945
	Iteration 50Q: 3 clusters Score -9573169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61661 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -9573177.000000 Penalty: 5524.793945
	Iteration 51Q: 3 clusters Score -9573177 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61686 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -9573190.000000 Penalty: 5524.793945
	Iteration 52Q: 3 clusters Score -9573190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -9573182.000000 Penalty: 5524.793945
	Iteration 53Q: 3 clusters Score -9573182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61728 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -9573192.000000 Penalty: 5524.793945
	Iteration 54Q: 3 clusters Score -9573192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -9573193.000000 Penalty: 5524.793945
	Iteration 55Q: 3 clusters Score -9573193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -9573186.000000 Penalty: 5524.793945
	Iteration 56Q: 3 clusters Score -9573186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61785 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -9573198.000000 Penalty: 5524.793945
	Iteration 57Q: 3 clusters Score -9573198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -9573197.000000 Penalty: 5524.793945
	Iteration 58Q: 3 clusters Score -9573197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -9573197.000000 Penalty: 5524.793945
	Iteration 59Q: 3 clusters Score -9573197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -9573205.000000 Penalty: 5524.793945
	Iteration 60F: 3 clusters Score -9573205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -9573208.000000 Penalty: 5524.793945
	Iteration 61Q: 3 clusters Score -9573208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -9573213.000000 Penalty: 5524.793945
	Iteration 62Q: 3 clusters Score -9573213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -9573200.000000 Penalty: 5524.793945
	Iteration 63Q: 3 clusters Score -9573200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61880 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -9573204.000000 Penalty: 5524.793945
	Iteration 64Q: 3 clusters Score -9573204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -9573210.000000 Penalty: 5524.793945
	Iteration 65Q: 3 clusters Score -9573210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61886 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -9573223.000000 Penalty: 5524.793945
	Iteration 66Q: 3 clusters Score -9573223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -9573225.000000 Penalty: 5524.793945
	Iteration 67Q: 3 clusters Score -9573225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61888 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -9573225.000000 Penalty: 5524.793945
	Iteration 68F: 3 clusters Score -9573225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -62251.355469 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -62251.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -60785.660156 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -60785.66 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -60948.371094 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -60948.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -60996.085938 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -60996.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61024.484375 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -61024.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61043.320312 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -61043.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -61064.500000 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -61064.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -61093.960938 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -61093.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -61110.753906 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -61110.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -61123.703125 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -61123.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -61137.671875 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -61137.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -61144.113281 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -61144.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -61145.957031 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -61145.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -61145.957031 Penalty: 3051.755371
	Iteration 12F: 3 clusters Score -61145.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Entering Unmasked Estep 
Score: -1179738.750000 Penalty: 2249.798340
	Iteration 0F: 2 clusters Score -1179739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1172878.375000 Penalty: 4499.596680
	Iteration 0F: 3 clusters Score -1172878 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1174737.250000 Penalty: 4499.596680
	Iteration 1F: 3 clusters Score -1174737 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1175031.125000 Penalty: 4499.596680
	Iteration 2F: 3 clusters Score -1175031 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1175259.625000 Penalty: 4499.596680
	Iteration 3F: 3 clusters Score -1175260 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1175434.125000 Penalty: 4499.596680
	Iteration 4Q: 3 clusters Score -1175434 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1175591.875000 Penalty: 4499.596680
	Iteration 5Q: 3 clusters Score -1175592 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1175769.500000 Penalty: 4499.596680
	Iteration 6Q: 3 clusters Score -1175770 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1175921.250000 Penalty: 4499.596680
	Iteration 7Q: 3 clusters Score -1175921 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1176084.875000 Penalty: 4499.596680
	Iteration 8Q: 3 clusters Score -1176085 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1176253.250000 Penalty: 4499.596680
	Iteration 9Q: 3 clusters Score -1176253 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1176453.750000 Penalty: 4499.596680
	Iteration 10Q: 3 clusters Score -1176454 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1176648.875000 Penalty: 4499.596680
	Iteration 11Q: 3 clusters Score -1176649 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1176827.250000 Penalty: 4499.596680
	Iteration 12Q: 3 clusters Score -1176827 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1176992.875000 Penalty: 4499.596680
	Iteration 13Q: 3 clusters Score -1176993 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1177142.125000 Penalty: 4499.596680
	Iteration 14Q: 3 clusters Score -1177142 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1177288.125000 Penalty: 4499.596680
	Iteration 15Q: 3 clusters Score -1177288 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1177405.500000 Penalty: 4499.596680
	Iteration 16Q: 3 clusters Score -1177406 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1177504.500000 Penalty: 4499.596680
	Iteration 17Q: 3 clusters Score -1177504 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1177588.875000 Penalty: 4499.596680
	Iteration 18Q: 3 clusters Score -1177589 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1177654.000000 Penalty: 4499.596680
	Iteration 19Q: 3 clusters Score -1177654 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1177701.750000 Penalty: 4499.596680
	Iteration 20F: 3 clusters Score -1177702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1177744.250000 Penalty: 4499.596680
	Iteration 21Q: 3 clusters Score -1177744 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1177782.500000 Penalty: 4499.596680
	Iteration 22Q: 3 clusters Score -1177782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1177805.500000 Penalty: 4499.596680
	Iteration 23Q: 3 clusters Score -1177806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1177821.250000 Penalty: 4499.596680
	Iteration 24Q: 3 clusters Score -1177821 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1177845.500000 Penalty: 4499.596680
	Iteration 25Q: 3 clusters Score -1177846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1177864.125000 Penalty: 4499.596680
	Iteration 26Q: 3 clusters Score -1177864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1177871.625000 Penalty: 4499.596680
	Iteration 27Q: 3 clusters Score -1177872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1177879.250000 Penalty: 4499.596680
	Iteration 28Q: 3 clusters Score -1177879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1177887.375000 Penalty: 4499.596680
	Iteration 29Q: 3 clusters Score -1177887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1177892.375000 Penalty: 4499.596680
	Iteration 30Q: 3 clusters Score -1177892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1177901.250000 Penalty: 4499.596680
	Iteration 31Q: 3 clusters Score -1177901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1177905.375000 Penalty: 4499.596680
	Iteration 32Q: 3 clusters Score -1177905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1177909.500000 Penalty: 4499.596680
	Iteration 33Q: 3 clusters Score -1177910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1177915.250000 Penalty: 4499.596680
	Iteration 34Q: 3 clusters Score -1177915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1177919.125000 Penalty: 4499.596680
	Iteration 35Q: 3 clusters Score -1177919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1177921.625000 Penalty: 4499.596680
	Iteration 36Q: 3 clusters Score -1177922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1177920.625000 Penalty: 4499.596680
	Iteration 37Q: 3 clusters Score -1177921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1177922.625000 Penalty: 4499.596680
	Iteration 38Q: 3 clusters Score -1177923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1177922.625000 Penalty: 4499.596680
	Iteration 39F: 3 clusters Score -1177923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143450 members 
Entering Unmasked Estep 
Score: -19669056.000000 Penalty: 2944.687988
	Iteration 0F: 2 clusters Score -1.966906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71813 members 
Mstep: Class 2 contains 71637 members 
Entering Unmasked Estep 
Score: -19574896.000000 Penalty: 5889.375977
	Iteration 0F: 3 clusters Score -1.95749e+07 nChanged 68520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -19614736.000000 Penalty: 5889.375977
	Iteration 1F: 3 clusters Score -1.961474e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -19616562.000000 Penalty: 5889.375977
	Iteration 2Q: 3 clusters Score -1.961656e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 62704 members 
Entering Unmasked Estep 
Score: -19619432.000000 Penalty: 5889.375977
	Iteration 3Q: 3 clusters Score -1.961943e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85750 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -19623712.000000 Penalty: 5889.375977
	Iteration 4F: 3 clusters Score -1.962371e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92233 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -19629186.000000 Penalty: 5889.375977
	Iteration 5F: 3 clusters Score -1.962919e+07 nChanged 10395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99730 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -19635732.000000 Penalty: 5889.375977
	Iteration 6F: 3 clusters Score -1.963573e+07 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107443 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -19642184.000000 Penalty: 5889.375977
	Iteration 7F: 3 clusters Score -1.964218e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115019 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -19648082.000000 Penalty: 5889.375977
	Iteration 8F: 3 clusters Score -1.964808e+07 nChanged 7535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122212 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -19653342.000000 Penalty: 5889.375977
	Iteration 9F: 3 clusters Score -1.965334e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128406 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -19657678.000000 Penalty: 5889.375977
	Iteration 10Q: 3 clusters Score -1.965768e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133323 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -19661078.000000 Penalty: 5889.375977
	Iteration 11Q: 3 clusters Score -1.966108e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136824 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -19663332.000000 Penalty: 5889.375977
	Iteration 12Q: 3 clusters Score -1.966333e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139153 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -19664968.000000 Penalty: 5889.375977
	Iteration 13Q: 3 clusters Score -1.966497e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140521 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -19665736.000000 Penalty: 5889.375977
	Iteration 14Q: 3 clusters Score -1.966574e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141253 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -19666110.000000 Penalty: 5889.375977
	Iteration 15Q: 3 clusters Score -1.966611e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141678 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -19666376.000000 Penalty: 5889.375977
	Iteration 16Q: 3 clusters Score -1.966638e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141938 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -19666502.000000 Penalty: 5889.375977
	Iteration 17Q: 3 clusters Score -1.96665e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142095 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19666514.000000 Penalty: 5889.375977
	Iteration 18Q: 3 clusters Score -1.966651e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142211 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19666564.000000 Penalty: 5889.375977
	Iteration 19Q: 3 clusters Score -1.966656e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142296 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -19666582.000000 Penalty: 5889.375977
	Iteration 20F: 3 clusters Score -1.966658e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142360 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -19666596.000000 Penalty: 5889.375977
	Iteration 21Q: 3 clusters Score -1.96666e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142409 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -19666654.000000 Penalty: 5889.375977
	Iteration 22Q: 3 clusters Score -1.966665e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142449 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -19666702.000000 Penalty: 5889.375977
	Iteration 23Q: 3 clusters Score -1.96667e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142486 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -19666702.000000 Penalty: 5889.375977
	Iteration 24Q: 3 clusters Score -1.96667e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142505 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -19666722.000000 Penalty: 5889.375977
	Iteration 25Q: 3 clusters Score -1.966672e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142525 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -19666732.000000 Penalty: 5889.375977
	Iteration 26Q: 3 clusters Score -1.966673e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142548 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -19666738.000000 Penalty: 5889.375977
	Iteration 27Q: 3 clusters Score -1.966674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142561 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -19666772.000000 Penalty: 5889.375977
	Iteration 28Q: 3 clusters Score -1.966677e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142577 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -19666786.000000 Penalty: 5889.375977
	Iteration 29Q: 3 clusters Score -1.966679e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142588 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -19666792.000000 Penalty: 5889.375977
	Iteration 30Q: 3 clusters Score -1.966679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142592 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -19666798.000000 Penalty: 5889.375977
	Iteration 31Q: 3 clusters Score -1.96668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142599 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -19666784.000000 Penalty: 5889.375977
	Iteration 32Q: 3 clusters Score -1.966678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142606 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -19666774.000000 Penalty: 5889.375977
	Iteration 33Q: 3 clusters Score -1.966677e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142609 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -19666788.000000 Penalty: 5889.375977
	Iteration 34Q: 3 clusters Score -1.966679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142611 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -19666798.000000 Penalty: 5889.375977
	Iteration 35Q: 3 clusters Score -1.96668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142612 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -19666804.000000 Penalty: 5889.375977
	Iteration 36Q: 3 clusters Score -1.96668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142615 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -19666804.000000 Penalty: 5889.375977
	Iteration 37Q: 3 clusters Score -1.96668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142618 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -19666808.000000 Penalty: 5889.375977
	Iteration 38Q: 3 clusters Score -1.966681e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142620 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -19666798.000000 Penalty: 5889.375977
	Iteration 39Q: 3 clusters Score -1.96668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142621 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -19666804.000000 Penalty: 5889.375977
	Iteration 40F: 3 clusters Score -1.96668e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Entering Unmasked Estep 
Score: -1107306.625000 Penalty: 2229.444092
	Iteration 0F: 2 clusters Score -1107307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1100854.750000 Penalty: 4458.888184
	Iteration 0F: 3 clusters Score -1100855 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1102727.500000 Penalty: 4458.888184
	Iteration 1F: 3 clusters Score -1102728 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1103107.500000 Penalty: 4458.888184
	Iteration 2F: 3 clusters Score -1103108 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1103419.625000 Penalty: 4458.888184
	Iteration 3F: 3 clusters Score -1103420 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1103701.750000 Penalty: 4458.888184
	Iteration 4F: 3 clusters Score -1103702 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1103957.000000 Penalty: 4458.888184
	Iteration 5F: 3 clusters Score -1103957 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1104180.125000 Penalty: 4458.888184
	Iteration 6Q: 3 clusters Score -1104180 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1104399.375000 Penalty: 4458.888184
	Iteration 7Q: 3 clusters Score -1104399 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1104599.750000 Penalty: 4458.888184
	Iteration 8Q: 3 clusters Score -1104600 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1104776.375000 Penalty: 4458.888184
	Iteration 9Q: 3 clusters Score -1104776 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1104912.125000 Penalty: 4458.888184
	Iteration 10Q: 3 clusters Score -1104912 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1105033.625000 Penalty: 4458.888184
	Iteration 11Q: 3 clusters Score -1105034 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1105124.125000 Penalty: 4458.888184
	Iteration 12Q: 3 clusters Score -1105124 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1105195.000000 Penalty: 4458.888184
	Iteration 13Q: 3 clusters Score -1105195 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1105244.500000 Penalty: 4458.888184
	Iteration 14Q: 3 clusters Score -1105244 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1105291.750000 Penalty: 4458.888184
	Iteration 15Q: 3 clusters Score -1105292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1105329.000000 Penalty: 4458.888184
	Iteration 16Q: 3 clusters Score -1105329 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1105364.625000 Penalty: 4458.888184
	Iteration 17Q: 3 clusters Score -1105365 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1105397.000000 Penalty: 4458.888184
	Iteration 18Q: 3 clusters Score -1105397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1105423.750000 Penalty: 4458.888184
	Iteration 19Q: 3 clusters Score -1105424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1105447.000000 Penalty: 4458.888184
	Iteration 20F: 3 clusters Score -1105447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1105464.500000 Penalty: 4458.888184
	Iteration 21Q: 3 clusters Score -1105464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1105489.500000 Penalty: 4458.888184
	Iteration 22Q: 3 clusters Score -1105490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1105507.750000 Penalty: 4458.888184
	Iteration 23Q: 3 clusters Score -1105508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1105524.000000 Penalty: 4458.888184
	Iteration 24Q: 3 clusters Score -1105524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1105540.250000 Penalty: 4458.888184
	Iteration 25Q: 3 clusters Score -1105540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1105548.375000 Penalty: 4458.888184
	Iteration 26Q: 3 clusters Score -1105548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1105557.625000 Penalty: 4458.888184
	Iteration 27Q: 3 clusters Score -1105558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1105559.375000 Penalty: 4458.888184
	Iteration 28Q: 3 clusters Score -1105559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1105565.875000 Penalty: 4458.888184
	Iteration 29Q: 3 clusters Score -1105566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1105570.375000 Penalty: 4458.888184
	Iteration 30Q: 3 clusters Score -1105570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1105572.625000 Penalty: 4458.888184
	Iteration 31Q: 3 clusters Score -1105573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1105574.750000 Penalty: 4458.888184
	Iteration 32Q: 3 clusters Score -1105575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1105578.500000 Penalty: 4458.888184
	Iteration 33Q: 3 clusters Score -1105578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1105583.625000 Penalty: 4458.888184
	Iteration 34Q: 3 clusters Score -1105584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1105589.250000 Penalty: 4458.888184
	Iteration 35Q: 3 clusters Score -1105589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1105591.875000 Penalty: 4458.888184
	Iteration 36Q: 3 clusters Score -1105592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1105596.750000 Penalty: 4458.888184
	Iteration 37Q: 3 clusters Score -1105597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1105600.875000 Penalty: 4458.888184
	Iteration 38Q: 3 clusters Score -1105601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1105602.500000 Penalty: 4458.888184
	Iteration 39Q: 3 clusters Score -1105602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1105607.500000 Penalty: 4458.888184
	Iteration 40F: 3 clusters Score -1105608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1105608.000000 Penalty: 4458.888184
	Iteration 41Q: 3 clusters Score -1105608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1105611.625000 Penalty: 4458.888184
	Iteration 42Q: 3 clusters Score -1105612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1105614.500000 Penalty: 4458.888184
	Iteration 43Q: 3 clusters Score -1105614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1105616.125000 Penalty: 4458.888184
	Iteration 44Q: 3 clusters Score -1105616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1105619.750000 Penalty: 4458.888184
	Iteration 45Q: 3 clusters Score -1105620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1105620.500000 Penalty: 4458.888184
	Iteration 46Q: 3 clusters Score -1105620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1105624.000000 Penalty: 4458.888184
	Iteration 47Q: 3 clusters Score -1105624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1105625.125000 Penalty: 4458.888184
	Iteration 48Q: 3 clusters Score -1105625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1105625.125000 Penalty: 4458.888184
	Iteration 49F: 3 clusters Score -1105625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Entering Unmasked Estep 
Score: -7278106.000000 Penalty: 2696.724121
	Iteration 0F: 2 clusters Score -7278106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -7242818.000000 Penalty: 5393.448242
	Iteration 0F: 3 clusters Score -7242818 nChanged 24227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 26526 members 
Entering Unmasked Estep 
Score: -7256387.000000 Penalty: 5393.448242
	Iteration 1F: 3 clusters Score -7256387 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -7256905.000000 Penalty: 5393.448242
	Iteration 2Q: 3 clusters Score -7256905 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -7257512.500000 Penalty: 5393.448242
	Iteration 3Q: 3 clusters Score -7257512 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -7258221.500000 Penalty: 5393.448242
	Iteration 4Q: 3 clusters Score -7258222 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -7258983.000000 Penalty: 5393.448242
	Iteration 5Q: 3 clusters Score -7258983 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -7260094.500000 Penalty: 5393.448242
	Iteration 6Q: 3 clusters Score -7260094 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -7261526.000000 Penalty: 5393.448242
	Iteration 7F: 3 clusters Score -7261526 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -7263144.000000 Penalty: 5393.448242
	Iteration 8F: 3 clusters Score -7263144 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -7264721.000000 Penalty: 5393.448242
	Iteration 9F: 3 clusters Score -7264721 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 33962 members 
Entering Unmasked Estep 
Score: -7266050.500000 Penalty: 5393.448242
	Iteration 10F: 3 clusters Score -7266050 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -7267042.000000 Penalty: 5393.448242
	Iteration 11Q: 3 clusters Score -7267042 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 35513 members 
Entering Unmasked Estep 
Score: -7267815.500000 Penalty: 5393.448242
	Iteration 12Q: 3 clusters Score -7267816 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -7268367.500000 Penalty: 5393.448242
	Iteration 13Q: 3 clusters Score -7268368 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -7268892.500000 Penalty: 5393.448242
	Iteration 14Q: 3 clusters Score -7268892 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -7269310.500000 Penalty: 5393.448242
	Iteration 15Q: 3 clusters Score -7269310 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -7269775.500000 Penalty: 5393.448242
	Iteration 16Q: 3 clusters Score -7269776 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -7270253.000000 Penalty: 5393.448242
	Iteration 17Q: 3 clusters Score -7270253 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -7270762.500000 Penalty: 5393.448242
	Iteration 18Q: 3 clusters Score -7270762 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -7271174.000000 Penalty: 5393.448242
	Iteration 19Q: 3 clusters Score -7271174 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -7271618.000000 Penalty: 5393.448242
	Iteration 20F: 3 clusters Score -7271618 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -7272075.000000 Penalty: 5393.448242
	Iteration 21Q: 3 clusters Score -7272075 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -7272539.000000 Penalty: 5393.448242
	Iteration 22Q: 3 clusters Score -7272539 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -7272969.000000 Penalty: 5393.448242
	Iteration 23Q: 3 clusters Score -7272969 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -7273334.500000 Penalty: 5393.448242
	Iteration 24Q: 3 clusters Score -7273334 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -7273662.500000 Penalty: 5393.448242
	Iteration 25Q: 3 clusters Score -7273662 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -7273973.500000 Penalty: 5393.448242
	Iteration 26Q: 3 clusters Score -7273974 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 48159 members 
Entering Unmasked Estep 
Score: -7274289.500000 Penalty: 5393.448242
	Iteration 27Q: 3 clusters Score -7274290 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -7274514.000000 Penalty: 5393.448242
	Iteration 28Q: 3 clusters Score -7274514 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -7274694.000000 Penalty: 5393.448242
	Iteration 29Q: 3 clusters Score -7274694 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -7274857.500000 Penalty: 5393.448242
	Iteration 30Q: 3 clusters Score -7274858 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -7275001.000000 Penalty: 5393.448242
	Iteration 31Q: 3 clusters Score -7275001 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 50136 members 
Entering Unmasked Estep 
Score: -7275107.500000 Penalty: 5393.448242
	Iteration 32Q: 3 clusters Score -7275108 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 50405 members 
Entering Unmasked Estep 
Score: -7275215.000000 Penalty: 5393.448242
	Iteration 33Q: 3 clusters Score -7275215 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -7275312.500000 Penalty: 5393.448242
	Iteration 34Q: 3 clusters Score -7275312 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -7275392.500000 Penalty: 5393.448242
	Iteration 35Q: 3 clusters Score -7275392 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -7275468.500000 Penalty: 5393.448242
	Iteration 36Q: 3 clusters Score -7275468 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -7275526.000000 Penalty: 5393.448242
	Iteration 37Q: 3 clusters Score -7275526 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -7275579.000000 Penalty: 5393.448242
	Iteration 38Q: 3 clusters Score -7275579 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -7275629.500000 Penalty: 5393.448242
	Iteration 39Q: 3 clusters Score -7275630 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -7275665.000000 Penalty: 5393.448242
	Iteration 40F: 3 clusters Score -7275665 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -7275686.000000 Penalty: 5393.448242
	Iteration 41Q: 3 clusters Score -7275686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 51585 members 
Entering Unmasked Estep 
Score: -7275690.500000 Penalty: 5393.448242
	Iteration 42Q: 3 clusters Score -7275690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -7275700.500000 Penalty: 5393.448242
	Iteration 43Q: 3 clusters Score -7275700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 51663 members 
Entering Unmasked Estep 
Score: -7275727.000000 Penalty: 5393.448242
	Iteration 44Q: 3 clusters Score -7275727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 51691 members 
Entering Unmasked Estep 
Score: -7275737.500000 Penalty: 5393.448242
	Iteration 45Q: 3 clusters Score -7275738 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -7275753.500000 Penalty: 5393.448242
	Iteration 46Q: 3 clusters Score -7275754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -7275765.500000 Penalty: 5393.448242
	Iteration 47Q: 3 clusters Score -7275766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -7275775.500000 Penalty: 5393.448242
	Iteration 48Q: 3 clusters Score -7275776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -7275792.000000 Penalty: 5393.448242
	Iteration 49Q: 3 clusters Score -7275792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 51824 members 
Entering Unmasked Estep 
Score: -7275805.500000 Penalty: 5393.448242
	Iteration 50Q: 3 clusters Score -7275806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 51842 members 
Entering Unmasked Estep 
Score: -7275810.500000 Penalty: 5393.448242
	Iteration 51Q: 3 clusters Score -7275810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 51857 members 
Entering Unmasked Estep 
Score: -7275809.000000 Penalty: 5393.448242
	Iteration 52Q: 3 clusters Score -7275809 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -7275816.000000 Penalty: 5393.448242
	Iteration 53Q: 3 clusters Score -7275816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -7275829.500000 Penalty: 5393.448242
	Iteration 54Q: 3 clusters Score -7275830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -7275839.000000 Penalty: 5393.448242
	Iteration 55Q: 3 clusters Score -7275839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -7275842.000000 Penalty: 5393.448242
	Iteration 56Q: 3 clusters Score -7275842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -7275846.000000 Penalty: 5393.448242
	Iteration 57Q: 3 clusters Score -7275846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -7275848.000000 Penalty: 5393.448242
	Iteration 58Q: 3 clusters Score -7275848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -7275850.000000 Penalty: 5393.448242
	Iteration 59Q: 3 clusters Score -7275850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -7275852.500000 Penalty: 5393.448242
	Iteration 60F: 3 clusters Score -7275852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 51947 members 
Entering Unmasked Estep 
Score: -7275860.500000 Penalty: 5393.448242
	Iteration 61Q: 3 clusters Score -7275860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -7275858.500000 Penalty: 5393.448242
	Iteration 62Q: 3 clusters Score -7275858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -7275861.000000 Penalty: 5393.448242
	Iteration 63Q: 3 clusters Score -7275861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -7275859.500000 Penalty: 5393.448242
	Iteration 64Q: 3 clusters Score -7275860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -7275865.000000 Penalty: 5393.448242
	Iteration 65Q: 3 clusters Score -7275865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -7275865.000000 Penalty: 5393.448242
	Iteration 66Q: 3 clusters Score -7275865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -7275863.000000 Penalty: 5393.448242
	Iteration 67Q: 3 clusters Score -7275863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -7275860.000000 Penalty: 5393.448242
	Iteration 68Q: 3 clusters Score -7275860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -7275862.500000 Penalty: 5393.448242
	Iteration 69Q: 3 clusters Score -7275862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 51956 members 
Entering Unmasked Estep 
Score: -7275862.500000 Penalty: 5393.448242
	Iteration 70F: 3 clusters Score -7275862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Entering Unmasked Estep 
Score: -990395.000000 Penalty: 2220.085449
	Iteration 0F: 2 clusters Score -990395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -984300.062500 Penalty: 4440.170898
	Iteration 0F: 3 clusters Score -984300.1 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -986097.187500 Penalty: 4440.170898
	Iteration 1F: 3 clusters Score -986097.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -986461.312500 Penalty: 4440.170898
	Iteration 2F: 3 clusters Score -986461.3 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -986826.687500 Penalty: 4440.170898
	Iteration 3F: 3 clusters Score -986826.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -987206.250000 Penalty: 4440.170898
	Iteration 4F: 3 clusters Score -987206.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -987481.437500 Penalty: 4440.170898
	Iteration 5F: 3 clusters Score -987481.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -987689.000000 Penalty: 4440.170898
	Iteration 6Q: 3 clusters Score -987689 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -987826.000000 Penalty: 4440.170898
	Iteration 7Q: 3 clusters Score -987826 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -987919.937500 Penalty: 4440.170898
	Iteration 8Q: 3 clusters Score -987919.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -987990.750000 Penalty: 4440.170898
	Iteration 9Q: 3 clusters Score -987990.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -988041.437500 Penalty: 4440.170898
	Iteration 10Q: 3 clusters Score -988041.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -988072.500000 Penalty: 4440.170898
	Iteration 11Q: 3 clusters Score -988072.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -988097.687500 Penalty: 4440.170898
	Iteration 12Q: 3 clusters Score -988097.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -988120.625000 Penalty: 4440.170898
	Iteration 13Q: 3 clusters Score -988120.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -988140.125000 Penalty: 4440.170898
	Iteration 14Q: 3 clusters Score -988140.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -988159.437500 Penalty: 4440.170898
	Iteration 15Q: 3 clusters Score -988159.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -988180.937500 Penalty: 4440.170898
	Iteration 16Q: 3 clusters Score -988180.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -988204.437500 Penalty: 4440.170898
	Iteration 17Q: 3 clusters Score -988204.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -988221.687500 Penalty: 4440.170898
	Iteration 18Q: 3 clusters Score -988221.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -988236.500000 Penalty: 4440.170898
	Iteration 19Q: 3 clusters Score -988236.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -988258.437500 Penalty: 4440.170898
	Iteration 20F: 3 clusters Score -988258.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -988276.437500 Penalty: 4440.170898
	Iteration 21Q: 3 clusters Score -988276.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -988293.500000 Penalty: 4440.170898
	Iteration 22Q: 3 clusters Score -988293.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -988309.437500 Penalty: 4440.170898
	Iteration 23Q: 3 clusters Score -988309.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -988327.125000 Penalty: 4440.170898
	Iteration 24Q: 3 clusters Score -988327.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -988361.687500 Penalty: 4440.170898
	Iteration 25Q: 3 clusters Score -988361.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -988391.000000 Penalty: 4440.170898
	Iteration 26Q: 3 clusters Score -988391 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -988419.250000 Penalty: 4440.170898
	Iteration 27Q: 3 clusters Score -988419.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -988455.812500 Penalty: 4440.170898
	Iteration 28Q: 3 clusters Score -988455.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -988494.375000 Penalty: 4440.170898
	Iteration 29Q: 3 clusters Score -988494.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -988533.500000 Penalty: 4440.170898
	Iteration 30Q: 3 clusters Score -988533.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -988571.062500 Penalty: 4440.170898
	Iteration 31Q: 3 clusters Score -988571.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -988604.625000 Penalty: 4440.170898
	Iteration 32Q: 3 clusters Score -988604.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -988631.812500 Penalty: 4440.170898
	Iteration 33Q: 3 clusters Score -988631.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -988657.625000 Penalty: 4440.170898
	Iteration 34Q: 3 clusters Score -988657.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -988679.812500 Penalty: 4440.170898
	Iteration 35Q: 3 clusters Score -988679.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -988700.500000 Penalty: 4440.170898
	Iteration 36Q: 3 clusters Score -988700.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -988715.625000 Penalty: 4440.170898
	Iteration 37Q: 3 clusters Score -988715.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -988731.375000 Penalty: 4440.170898
	Iteration 38Q: 3 clusters Score -988731.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -988746.062500 Penalty: 4440.170898
	Iteration 39Q: 3 clusters Score -988746.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -988761.875000 Penalty: 4440.170898
	Iteration 40F: 3 clusters Score -988761.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -988779.750000 Penalty: 4440.170898
	Iteration 41Q: 3 clusters Score -988779.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -988798.625000 Penalty: 4440.170898
	Iteration 42Q: 3 clusters Score -988798.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -988819.937500 Penalty: 4440.170898
	Iteration 43Q: 3 clusters Score -988819.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -988836.687500 Penalty: 4440.170898
	Iteration 44Q: 3 clusters Score -988836.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -988858.187500 Penalty: 4440.170898
	Iteration 45Q: 3 clusters Score -988858.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -988870.625000 Penalty: 4440.170898
	Iteration 46Q: 3 clusters Score -988870.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -988885.875000 Penalty: 4440.170898
	Iteration 47Q: 3 clusters Score -988885.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -988904.062500 Penalty: 4440.170898
	Iteration 48Q: 3 clusters Score -988904.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -988926.937500 Penalty: 4440.170898
	Iteration 49Q: 3 clusters Score -988926.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -988950.375000 Penalty: 4440.170898
	Iteration 50Q: 3 clusters Score -988950.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -988977.812500 Penalty: 4440.170898
	Iteration 51Q: 3 clusters Score -988977.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -989007.437500 Penalty: 4440.170898
	Iteration 52Q: 3 clusters Score -989007.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -989038.687500 Penalty: 4440.170898
	Iteration 53Q: 3 clusters Score -989038.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -989066.937500 Penalty: 4440.170898
	Iteration 54Q: 3 clusters Score -989066.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -989095.562500 Penalty: 4440.170898
	Iteration 55Q: 3 clusters Score -989095.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -989123.750000 Penalty: 4440.170898
	Iteration 56Q: 3 clusters Score -989123.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -989152.812500 Penalty: 4440.170898
	Iteration 57Q: 3 clusters Score -989152.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -989182.875000 Penalty: 4440.170898
	Iteration 58Q: 3 clusters Score -989182.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -989204.187500 Penalty: 4440.170898
	Iteration 59Q: 3 clusters Score -989204.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -989225.062500 Penalty: 4440.170898
	Iteration 60F: 3 clusters Score -989225.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -989241.250000 Penalty: 4440.170898
	Iteration 61Q: 3 clusters Score -989241.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -989259.500000 Penalty: 4440.170898
	Iteration 62Q: 3 clusters Score -989259.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -989271.062500 Penalty: 4440.170898
	Iteration 63Q: 3 clusters Score -989271.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -989291.062500 Penalty: 4440.170898
	Iteration 64Q: 3 clusters Score -989291.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -989306.187500 Penalty: 4440.170898
	Iteration 65Q: 3 clusters Score -989306.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -989320.812500 Penalty: 4440.170898
	Iteration 66Q: 3 clusters Score -989320.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -989330.375000 Penalty: 4440.170898
	Iteration 67Q: 3 clusters Score -989330.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -989340.375000 Penalty: 4440.170898
	Iteration 68Q: 3 clusters Score -989340.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -989350.187500 Penalty: 4440.170898
	Iteration 69Q: 3 clusters Score -989350.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -989364.812500 Penalty: 4440.170898
	Iteration 70Q: 3 clusters Score -989364.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -989381.437500 Penalty: 4440.170898
	Iteration 71Q: 3 clusters Score -989381.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -989391.875000 Penalty: 4440.170898
	Iteration 72Q: 3 clusters Score -989391.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -989405.125000 Penalty: 4440.170898
	Iteration 73Q: 3 clusters Score -989405.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -989413.375000 Penalty: 4440.170898
	Iteration 74Q: 3 clusters Score -989413.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -989419.812500 Penalty: 4440.170898
	Iteration 75Q: 3 clusters Score -989419.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -989425.875000 Penalty: 4440.170898
	Iteration 76Q: 3 clusters Score -989425.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -989431.062500 Penalty: 4440.170898
	Iteration 77Q: 3 clusters Score -989431.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -989432.562500 Penalty: 4440.170898
	Iteration 78Q: 3 clusters Score -989432.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -989434.375000 Penalty: 4440.170898
	Iteration 79Q: 3 clusters Score -989434.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -989435.875000 Penalty: 4440.170898
	Iteration 80F: 3 clusters Score -989435.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -989437.312500 Penalty: 4440.170898
	Iteration 81Q: 3 clusters Score -989437.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -989437.500000 Penalty: 4440.170898
	Iteration 82Q: 3 clusters Score -989437.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -989435.937500 Penalty: 4440.170898
	Iteration 83Q: 3 clusters Score -989435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -989437.375000 Penalty: 4440.170898
	Iteration 84Q: 3 clusters Score -989437.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -989437.875000 Penalty: 4440.170898
	Iteration 85Q: 3 clusters Score -989437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -989438.312500 Penalty: 4440.170898
	Iteration 86Q: 3 clusters Score -989438.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -989444.437500 Penalty: 4440.170898
	Iteration 87Q: 3 clusters Score -989444.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -989445.812500 Penalty: 4440.170898
	Iteration 88Q: 3 clusters Score -989445.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -989449.937500 Penalty: 4440.170898
	Iteration 89Q: 3 clusters Score -989449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -989451.500000 Penalty: 4440.170898
	Iteration 90Q: 3 clusters Score -989451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -989453.437500 Penalty: 4440.170898
	Iteration 91Q: 3 clusters Score -989453.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -989454.062500 Penalty: 4440.170898
	Iteration 92Q: 3 clusters Score -989454.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -989455.500000 Penalty: 4440.170898
	Iteration 93Q: 3 clusters Score -989455.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -989457.125000 Penalty: 4440.170898
	Iteration 94Q: 3 clusters Score -989457.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -989457.125000 Penalty: 4440.170898
	Iteration 95F: 3 clusters Score -989457.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -79855.039062 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -79855.04 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 315 members 
Entering Unmasked Estep 
Score: -78268.945312 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -78268.95 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78554.640625 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -78554.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -78736.085938 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -78736.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78811.757812 Penalty: 3181.887939
	Iteration 3Q: 3 clusters Score -78811.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78859.632812 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -78859.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -78893.492188 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -78893.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -78941.078125 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -78941.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -78985.273438 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -78985.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -79017.125000 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -79017.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -79052.554688 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -79052.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79078.273438 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -79078.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -79097.109375 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -79097.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -79107.695312 Penalty: 3181.887939
	Iteration 12Q: 3 clusters Score -79107.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -79110.804688 Penalty: 3181.887939
	Iteration 13Q: 3 clusters Score -79110.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -79121.367188 Penalty: 3181.887939
	Iteration 14Q: 3 clusters Score -79121.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -79141.460938 Penalty: 3181.887939
	Iteration 15Q: 3 clusters Score -79141.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -79164.921875 Penalty: 3181.887939
	Iteration 16Q: 3 clusters Score -79164.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -79177.203125 Penalty: 3181.887939
	Iteration 17Q: 3 clusters Score -79177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -79190.382812 Penalty: 3181.887939
	Iteration 18Q: 3 clusters Score -79190.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -79205.523438 Penalty: 3181.887939
	Iteration 19Q: 3 clusters Score -79205.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -79217.226562 Penalty: 3181.887939
	Iteration 20F: 3 clusters Score -79217.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79228.289062 Penalty: 3181.887939
	Iteration 21Q: 3 clusters Score -79228.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79232.429688 Penalty: 3181.887939
	Iteration 22Q: 3 clusters Score -79232.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79236.992188 Penalty: 3181.887939
	Iteration 23Q: 3 clusters Score -79236.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -79246.257812 Penalty: 3181.887939
	Iteration 24Q: 3 clusters Score -79246.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -79258.609375 Penalty: 3181.887939
	Iteration 25Q: 3 clusters Score -79258.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79269.687500 Penalty: 3181.887939
	Iteration 26Q: 3 clusters Score -79269.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -79275.507812 Penalty: 3181.887939
	Iteration 27Q: 3 clusters Score -79275.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79281.000000 Penalty: 3181.887939
	Iteration 28Q: 3 clusters Score -79281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79281.000000 Penalty: 3181.887939
	Iteration 29F: 3 clusters Score -79281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Entering Unmasked Estep 
Score: -6854636.500000 Penalty: 2688.429932
	Iteration 0F: 2 clusters Score -6854636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -6820319.000000 Penalty: 5376.859863
	Iteration 0F: 3 clusters Score -6820319 nChanged 23643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -6833801.000000 Penalty: 5376.859863
	Iteration 1F: 3 clusters Score -6833801 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -6834801.000000 Penalty: 5376.859863
	Iteration 2Q: 3 clusters Score -6834801 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -6836016.000000 Penalty: 5376.859863
	Iteration 3Q: 3 clusters Score -6836016 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -6837727.500000 Penalty: 5376.859863
	Iteration 4F: 3 clusters Score -6837728 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 29554 members 
Entering Unmasked Estep 
Score: -6839922.000000 Penalty: 5376.859863
	Iteration 5F: 3 clusters Score -6839922 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -6842749.000000 Penalty: 5376.859863
	Iteration 6F: 3 clusters Score -6842749 nChanged 4080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -6846375.500000 Penalty: 5376.859863
	Iteration 7F: 3 clusters Score -6846376 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -6849572.000000 Penalty: 5376.859863
	Iteration 8F: 3 clusters Score -6849572 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -6851500.000000 Penalty: 5376.859863
	Iteration 9F: 3 clusters Score -6851500 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -6852489.000000 Penalty: 5376.859863
	Iteration 10Q: 3 clusters Score -6852489 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -6853093.500000 Penalty: 5376.859863
	Iteration 11Q: 3 clusters Score -6853094 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -6853432.000000 Penalty: 5376.859863
	Iteration 12Q: 3 clusters Score -6853432 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -6853695.500000 Penalty: 5376.859863
	Iteration 13Q: 3 clusters Score -6853696 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -6853865.000000 Penalty: 5376.859863
	Iteration 14Q: 3 clusters Score -6853865 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -6854043.500000 Penalty: 5376.859863
	Iteration 15Q: 3 clusters Score -6854044 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -6854189.500000 Penalty: 5376.859863
	Iteration 16Q: 3 clusters Score -6854190 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -6854314.000000 Penalty: 5376.859863
	Iteration 17Q: 3 clusters Score -6854314 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -6854414.500000 Penalty: 5376.859863
	Iteration 18Q: 3 clusters Score -6854414 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -6854547.500000 Penalty: 5376.859863
	Iteration 19Q: 3 clusters Score -6854548 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -6854641.000000 Penalty: 5376.859863
	Iteration 20F: 3 clusters Score -6854641 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -6854720.500000 Penalty: 5376.859863
	Iteration 21Q: 3 clusters Score -6854720 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -6854787.000000 Penalty: 5376.859863
	Iteration 22Q: 3 clusters Score -6854787 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -6854810.000000 Penalty: 5376.859863
	Iteration 23Q: 3 clusters Score -6854810 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -6854823.000000 Penalty: 5376.859863
	Iteration 24Q: 3 clusters Score -6854823 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -6854862.000000 Penalty: 5376.859863
	Iteration 25Q: 3 clusters Score -6854862 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -6854883.000000 Penalty: 5376.859863
	Iteration 26Q: 3 clusters Score -6854883 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -6854904.500000 Penalty: 5376.859863
	Iteration 27Q: 3 clusters Score -6854904 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -6854919.500000 Penalty: 5376.859863
	Iteration 28Q: 3 clusters Score -6854920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -6854921.500000 Penalty: 5376.859863
	Iteration 29Q: 3 clusters Score -6854922 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -6854931.500000 Penalty: 5376.859863
	Iteration 30Q: 3 clusters Score -6854932 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -6854933.000000 Penalty: 5376.859863
	Iteration 31Q: 3 clusters Score -6854933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -6854931.500000 Penalty: 5376.859863
	Iteration 32Q: 3 clusters Score -6854932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -6854931.000000 Penalty: 5376.859863
	Iteration 33Q: 3 clusters Score -6854931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -6854922.500000 Penalty: 5376.859863
	Iteration 34Q: 3 clusters Score -6854922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -6854923.000000 Penalty: 5376.859863
	Iteration 35Q: 3 clusters Score -6854923 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -6854925.000000 Penalty: 5376.859863
	Iteration 36Q: 3 clusters Score -6854925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -6854932.000000 Penalty: 5376.859863
	Iteration 37Q: 3 clusters Score -6854932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -6854932.000000 Penalty: 5376.859863
	Iteration 38Q: 3 clusters Score -6854932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -6854926.500000 Penalty: 5376.859863
	Iteration 39Q: 3 clusters Score -6854926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -6854929.500000 Penalty: 5376.859863
	Iteration 40F: 3 clusters Score -6854930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -6854930.500000 Penalty: 5376.859863
	Iteration 41Q: 3 clusters Score -6854930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -6854934.000000 Penalty: 5376.859863
	Iteration 42Q: 3 clusters Score -6854934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -6854931.000000 Penalty: 5376.859863
	Iteration 43Q: 3 clusters Score -6854931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -6854940.000000 Penalty: 5376.859863
	Iteration 44Q: 3 clusters Score -6854940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -6854932.500000 Penalty: 5376.859863
	Iteration 45Q: 3 clusters Score -6854932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -6854934.000000 Penalty: 5376.859863
	Iteration 46Q: 3 clusters Score -6854934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 47140 members 
Entering Unmasked Estep 
Score: -6854932.000000 Penalty: 5376.859863
	Iteration 47Q: 3 clusters Score -6854932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -6854931.500000 Penalty: 5376.859863
	Iteration 48Q: 3 clusters Score -6854932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 47155 members 
Entering Unmasked Estep 
Score: -6854932.500000 Penalty: 5376.859863
	Iteration 49Q: 3 clusters Score -6854932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -6854934.500000 Penalty: 5376.859863
	Iteration 50Q: 3 clusters Score -6854934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -6854936.000000 Penalty: 5376.859863
	Iteration 51Q: 3 clusters Score -6854936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 47181 members 
Entering Unmasked Estep 
Score: -6854938.000000 Penalty: 5376.859863
	Iteration 52Q: 3 clusters Score -6854938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -6854937.500000 Penalty: 5376.859863
	Iteration 53Q: 3 clusters Score -6854938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -6854943.500000 Penalty: 5376.859863
	Iteration 54Q: 3 clusters Score -6854944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 47206 members 
Entering Unmasked Estep 
Score: -6854945.000000 Penalty: 5376.859863
	Iteration 55Q: 3 clusters Score -6854945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -6854951.000000 Penalty: 5376.859863
	Iteration 56Q: 3 clusters Score -6854951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -6854954.500000 Penalty: 5376.859863
	Iteration 57Q: 3 clusters Score -6854954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -6854954.000000 Penalty: 5376.859863
	Iteration 58Q: 3 clusters Score -6854954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -6854953.000000 Penalty: 5376.859863
	Iteration 59Q: 3 clusters Score -6854953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -6854953.500000 Penalty: 5376.859863
	Iteration 60F: 3 clusters Score -6854954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -6854955.000000 Penalty: 5376.859863
	Iteration 61Q: 3 clusters Score -6854955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -6854955.000000 Penalty: 5376.859863
	Iteration 62F: 3 clusters Score -6854955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 28409 members 
Mstep: Class 3 contains 46422 members 
Mstep: Class 4 contains 20565 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286492 members 
Mstep: Class 7 contains 68782 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8706 members 
Mstep: Class 10 contains 143450 members 
Mstep: Class 11 contains 8020 members 
Mstep: Class 12 contains 52780 members 
Mstep: Class 13 contains 7723 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 3823 members 
Mstep: Class 16 contains 30285 members 
Mstep: Class 17 contains 67000 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 16051 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 27017 members 
Mstep: Class 24 contains 5632 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15426 members 
Mstep: Class 27 contains 47221 members 
Entering Unmasked Estep 
Score: -122223640.000000 Penalty: 91853.718750
Splitting cluster 15 changes total score from -122224720.000000 to -122223640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (30285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Entering Unmasked Estep 
Score: -3795941.500000 Penalty: 2558.965088
	Iteration 0F: 2 clusters Score -3795942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -3775340.750000 Penalty: 5117.930176
	Iteration 0F: 3 clusters Score -3775341 nChanged 13764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -3784193.500000 Penalty: 5117.930176
	Iteration 1F: 3 clusters Score -3784194 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3786055.500000 Penalty: 5117.930176
	Iteration 2F: 3 clusters Score -3786056 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3788280.000000 Penalty: 5117.930176
	Iteration 3F: 3 clusters Score -3788280 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3790341.500000 Penalty: 5117.930176
	Iteration 4F: 3 clusters Score -3790342 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -3791808.000000 Penalty: 5117.930176
	Iteration 5F: 3 clusters Score -3791808 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -3792649.750000 Penalty: 5117.930176
	Iteration 6F: 3 clusters Score -3792650 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3793195.250000 Penalty: 5117.930176
	Iteration 7Q: 3 clusters Score -3793195 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -3793486.250000 Penalty: 5117.930176
	Iteration 8Q: 3 clusters Score -3793486 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -3793689.250000 Penalty: 5117.930176
	Iteration 9Q: 3 clusters Score -3793689 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3793908.750000 Penalty: 5117.930176
	Iteration 10Q: 3 clusters Score -3793909 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -3794094.000000 Penalty: 5117.930176
	Iteration 11Q: 3 clusters Score -3794094 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -3794269.500000 Penalty: 5117.930176
	Iteration 12Q: 3 clusters Score -3794270 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -3794423.500000 Penalty: 5117.930176
	Iteration 13Q: 3 clusters Score -3794424 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3794559.500000 Penalty: 5117.930176
	Iteration 14Q: 3 clusters Score -3794560 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3794691.500000 Penalty: 5117.930176
	Iteration 15Q: 3 clusters Score -3794692 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -3794790.500000 Penalty: 5117.930176
	Iteration 16Q: 3 clusters Score -3794790 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3794915.750000 Penalty: 5117.930176
	Iteration 17Q: 3 clusters Score -3794916 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3794996.750000 Penalty: 5117.930176
	Iteration 18Q: 3 clusters Score -3794997 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -3795063.500000 Penalty: 5117.930176
	Iteration 19Q: 3 clusters Score -3795064 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3795143.750000 Penalty: 5117.930176
	Iteration 20F: 3 clusters Score -3795144 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3795190.750000 Penalty: 5117.930176
	Iteration 21Q: 3 clusters Score -3795191 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3795234.750000 Penalty: 5117.930176
	Iteration 22Q: 3 clusters Score -3795235 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -3795261.250000 Penalty: 5117.930176
	Iteration 23Q: 3 clusters Score -3795261 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -3795288.750000 Penalty: 5117.930176
	Iteration 24Q: 3 clusters Score -3795289 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3795298.500000 Penalty: 5117.930176
	Iteration 25Q: 3 clusters Score -3795298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -3795315.250000 Penalty: 5117.930176
	Iteration 26Q: 3 clusters Score -3795315 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3795334.750000 Penalty: 5117.930176
	Iteration 27Q: 3 clusters Score -3795335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -3795351.500000 Penalty: 5117.930176
	Iteration 28Q: 3 clusters Score -3795352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3795371.000000 Penalty: 5117.930176
	Iteration 29Q: 3 clusters Score -3795371 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -3795388.750000 Penalty: 5117.930176
	Iteration 30Q: 3 clusters Score -3795389 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3795406.500000 Penalty: 5117.930176
	Iteration 31Q: 3 clusters Score -3795406 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26100 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3795422.000000 Penalty: 5117.930176
	Iteration 32Q: 3 clusters Score -3795422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -3795421.750000 Penalty: 5117.930176
	Iteration 33Q: 3 clusters Score -3795422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -3795426.000000 Penalty: 5117.930176
	Iteration 34Q: 3 clusters Score -3795426 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3795420.500000 Penalty: 5117.930176
	Iteration 35Q: 3 clusters Score -3795420 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3795434.750000 Penalty: 5117.930176
	Iteration 36Q: 3 clusters Score -3795435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3795443.250000 Penalty: 5117.930176
	Iteration 37Q: 3 clusters Score -3795443 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3795453.750000 Penalty: 5117.930176
	Iteration 38Q: 3 clusters Score -3795454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3795457.500000 Penalty: 5117.930176
	Iteration 39Q: 3 clusters Score -3795458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -3795455.000000 Penalty: 5117.930176
	Iteration 40F: 3 clusters Score -3795455 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3795459.500000 Penalty: 5117.930176
	Iteration 41Q: 3 clusters Score -3795460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -3795462.250000 Penalty: 5117.930176
	Iteration 42Q: 3 clusters Score -3795462 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3795461.000000 Penalty: 5117.930176
	Iteration 43Q: 3 clusters Score -3795461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3795457.000000 Penalty: 5117.930176
	Iteration 44Q: 3 clusters Score -3795457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3795464.250000 Penalty: 5117.930176
	Iteration 45Q: 3 clusters Score -3795464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3795469.500000 Penalty: 5117.930176
	Iteration 46Q: 3 clusters Score -3795470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3795467.000000 Penalty: 5117.930176
	Iteration 47Q: 3 clusters Score -3795467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -3795460.000000 Penalty: 5117.930176
	Iteration 48Q: 3 clusters Score -3795460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3795464.500000 Penalty: 5117.930176
	Iteration 49Q: 3 clusters Score -3795464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3795465.500000 Penalty: 5117.930176
	Iteration 50Q: 3 clusters Score -3795466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -3795472.500000 Penalty: 5117.930176
	Iteration 51Q: 3 clusters Score -3795472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3795466.750000 Penalty: 5117.930176
	Iteration 52Q: 3 clusters Score -3795467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -3795472.000000 Penalty: 5117.930176
	Iteration 53Q: 3 clusters Score -3795472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3795470.500000 Penalty: 5117.930176
	Iteration 54Q: 3 clusters Score -3795470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3795476.000000 Penalty: 5117.930176
	Iteration 55Q: 3 clusters Score -3795476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3795475.250000 Penalty: 5117.930176
	Iteration 56Q: 3 clusters Score -3795475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -3795480.000000 Penalty: 5117.930176
	Iteration 57Q: 3 clusters Score -3795480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3795478.250000 Penalty: 5117.930176
	Iteration 58Q: 3 clusters Score -3795478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3795477.500000 Penalty: 5117.930176
	Iteration 59Q: 3 clusters Score -3795478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3795477.500000 Penalty: 5117.930176
	Iteration 60F: 3 clusters Score -3795478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (67000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Entering Unmasked Estep 
Score: -8911264.000000 Penalty: 2755.886963
	Iteration 0F: 2 clusters Score -8911264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -8866375.000000 Penalty: 5511.773926
	Iteration 0F: 3 clusters Score -8866375 nChanged 31295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 32465 members 
Entering Unmasked Estep 
Score: -8884080.000000 Penalty: 5511.773926
	Iteration 1F: 3 clusters Score -8884080 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -8884966.000000 Penalty: 5511.773926
	Iteration 2Q: 3 clusters Score -8884966 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35923 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -8885797.000000 Penalty: 5511.773926
	Iteration 3Q: 3 clusters Score -8885797 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -8886621.000000 Penalty: 5511.773926
	Iteration 4Q: 3 clusters Score -8886621 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -8887870.000000 Penalty: 5511.773926
	Iteration 5Q: 3 clusters Score -8887870 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -8889728.000000 Penalty: 5511.773926
	Iteration 6F: 3 clusters Score -8889728 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -8892316.000000 Penalty: 5511.773926
	Iteration 7F: 3 clusters Score -8892316 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -8895429.000000 Penalty: 5511.773926
	Iteration 8F: 3 clusters Score -8895429 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53427 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -8898855.000000 Penalty: 5511.773926
	Iteration 9F: 3 clusters Score -8898855 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -8902100.000000 Penalty: 5511.773926
	Iteration 10F: 3 clusters Score -8902100 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60221 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -8904612.000000 Penalty: 5511.773926
	Iteration 11Q: 3 clusters Score -8904612 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62368 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -8906368.000000 Penalty: 5511.773926
	Iteration 12Q: 3 clusters Score -8906368 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -8907427.000000 Penalty: 5511.773926
	Iteration 13Q: 3 clusters Score -8907427 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64737 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8908131.000000 Penalty: 5511.773926
	Iteration 14Q: 3 clusters Score -8908131 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65372 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8908612.000000 Penalty: 5511.773926
	Iteration 15Q: 3 clusters Score -8908612 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8908848.000000 Penalty: 5511.773926
	Iteration 16Q: 3 clusters Score -8908848 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65934 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8909052.000000 Penalty: 5511.773926
	Iteration 17Q: 3 clusters Score -8909052 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8909195.000000 Penalty: 5511.773926
	Iteration 18Q: 3 clusters Score -8909195 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66146 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8909298.000000 Penalty: 5511.773926
	Iteration 19Q: 3 clusters Score -8909298 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8909358.000000 Penalty: 5511.773926
	Iteration 20F: 3 clusters Score -8909358 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8909411.000000 Penalty: 5511.773926
	Iteration 21Q: 3 clusters Score -8909411 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66246 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8909480.000000 Penalty: 5511.773926
	Iteration 22Q: 3 clusters Score -8909480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66268 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8909498.000000 Penalty: 5511.773926
	Iteration 23Q: 3 clusters Score -8909498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8909524.000000 Penalty: 5511.773926
	Iteration 24Q: 3 clusters Score -8909524 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66286 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8909542.000000 Penalty: 5511.773926
	Iteration 25Q: 3 clusters Score -8909542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8909573.000000 Penalty: 5511.773926
	Iteration 26Q: 3 clusters Score -8909573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66301 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8909591.000000 Penalty: 5511.773926
	Iteration 27Q: 3 clusters Score -8909591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8909611.000000 Penalty: 5511.773926
	Iteration 28Q: 3 clusters Score -8909611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66303 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8909639.000000 Penalty: 5511.773926
	Iteration 29Q: 3 clusters Score -8909639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66297 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8909664.000000 Penalty: 5511.773926
	Iteration 30Q: 3 clusters Score -8909664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8909678.000000 Penalty: 5511.773926
	Iteration 31Q: 3 clusters Score -8909678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8909721.000000 Penalty: 5511.773926
	Iteration 32Q: 3 clusters Score -8909721 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66263 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8909734.000000 Penalty: 5511.773926
	Iteration 33Q: 3 clusters Score -8909734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66258 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8909753.000000 Penalty: 5511.773926
	Iteration 34Q: 3 clusters Score -8909753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8909777.000000 Penalty: 5511.773926
	Iteration 35Q: 3 clusters Score -8909777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8909785.000000 Penalty: 5511.773926
	Iteration 36Q: 3 clusters Score -8909785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66249 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8909772.000000 Penalty: 5511.773926
	Iteration 37Q: 3 clusters Score -8909772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66250 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8909781.000000 Penalty: 5511.773926
	Iteration 38Q: 3 clusters Score -8909781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66248 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8909795.000000 Penalty: 5511.773926
	Iteration 39Q: 3 clusters Score -8909795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66245 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8909799.000000 Penalty: 5511.773926
	Iteration 40F: 3 clusters Score -8909799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8909801.000000 Penalty: 5511.773926
	Iteration 41Q: 3 clusters Score -8909801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66241 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8909820.000000 Penalty: 5511.773926
	Iteration 42Q: 3 clusters Score -8909820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66236 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8909828.000000 Penalty: 5511.773926
	Iteration 43Q: 3 clusters Score -8909828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66228 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8909842.000000 Penalty: 5511.773926
	Iteration 44Q: 3 clusters Score -8909842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8909838.000000 Penalty: 5511.773926
	Iteration 45Q: 3 clusters Score -8909838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8909829.000000 Penalty: 5511.773926
	Iteration 46Q: 3 clusters Score -8909829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66215 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8909841.000000 Penalty: 5511.773926
	Iteration 47Q: 3 clusters Score -8909841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8909852.000000 Penalty: 5511.773926
	Iteration 48Q: 3 clusters Score -8909852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8909861.000000 Penalty: 5511.773926
	Iteration 49Q: 3 clusters Score -8909861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66186 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8909858.000000 Penalty: 5511.773926
	Iteration 50Q: 3 clusters Score -8909858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66177 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8909861.000000 Penalty: 5511.773926
	Iteration 51Q: 3 clusters Score -8909861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8909866.000000 Penalty: 5511.773926
	Iteration 52Q: 3 clusters Score -8909866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8909863.000000 Penalty: 5511.773926
	Iteration 53Q: 3 clusters Score -8909863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8909872.000000 Penalty: 5511.773926
	Iteration 54Q: 3 clusters Score -8909872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66172 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8909869.000000 Penalty: 5511.773926
	Iteration 55Q: 3 clusters Score -8909869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66169 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8909875.000000 Penalty: 5511.773926
	Iteration 56Q: 3 clusters Score -8909875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8909877.000000 Penalty: 5511.773926
	Iteration 57Q: 3 clusters Score -8909877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8909873.000000 Penalty: 5511.773926
	Iteration 58Q: 3 clusters Score -8909873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8909873.000000 Penalty: 5511.773926
	Iteration 59F: 3 clusters Score -8909873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Entering Unmasked Estep 
Score: -397774.093750 Penalty: 1967.936890
	Iteration 0F: 2 clusters Score -397774.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -394625.531250 Penalty: 3935.873779
	Iteration 0F: 3 clusters Score -394625.5 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -395245.093750 Penalty: 3935.873779
	Iteration 1F: 3 clusters Score -395245.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -395396.218750 Penalty: 3935.873779
	Iteration 2F: 3 clusters Score -395396.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -395489.125000 Penalty: 3935.873779
	Iteration 3Q: 3 clusters Score -395489.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -395554.656250 Penalty: 3935.873779
	Iteration 4Q: 3 clusters Score -395554.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -395605.156250 Penalty: 3935.873779
	Iteration 5Q: 3 clusters Score -395605.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -395637.906250 Penalty: 3935.873779
	Iteration 6Q: 3 clusters Score -395637.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -395660.218750 Penalty: 3935.873779
	Iteration 7Q: 3 clusters Score -395660.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -395675.531250 Penalty: 3935.873779
	Iteration 8Q: 3 clusters Score -395675.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -395689.812500 Penalty: 3935.873779
	Iteration 9Q: 3 clusters Score -395689.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -395703.781250 Penalty: 3935.873779
	Iteration 10Q: 3 clusters Score -395703.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -395712.218750 Penalty: 3935.873779
	Iteration 11Q: 3 clusters Score -395712.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -395717.812500 Penalty: 3935.873779
	Iteration 12Q: 3 clusters Score -395717.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -395723.000000 Penalty: 3935.873779
	Iteration 13Q: 3 clusters Score -395723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -395728.250000 Penalty: 3935.873779
	Iteration 14Q: 3 clusters Score -395728.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -395733.187500 Penalty: 3935.873779
	Iteration 15Q: 3 clusters Score -395733.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -395736.656250 Penalty: 3935.873779
	Iteration 16Q: 3 clusters Score -395736.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -395741.343750 Penalty: 3935.873779
	Iteration 17Q: 3 clusters Score -395741.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -395742.500000 Penalty: 3935.873779
	Iteration 18Q: 3 clusters Score -395742.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -395743.125000 Penalty: 3935.873779
	Iteration 19Q: 3 clusters Score -395743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -395743.812500 Penalty: 3935.873779
	Iteration 20F: 3 clusters Score -395743.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -395745.250000 Penalty: 3935.873779
	Iteration 21Q: 3 clusters Score -395745.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -395750.187500 Penalty: 3935.873779
	Iteration 22Q: 3 clusters Score -395750.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -395755.687500 Penalty: 3935.873779
	Iteration 23Q: 3 clusters Score -395755.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -395759.875000 Penalty: 3935.873779
	Iteration 24Q: 3 clusters Score -395759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -395762.843750 Penalty: 3935.873779
	Iteration 25Q: 3 clusters Score -395762.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -395764.343750 Penalty: 3935.873779
	Iteration 26Q: 3 clusters Score -395764.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -395765.718750 Penalty: 3935.873779
	Iteration 27Q: 3 clusters Score -395765.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -395767.218750 Penalty: 3935.873779
	Iteration 28Q: 3 clusters Score -395767.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -395769.343750 Penalty: 3935.873779
	Iteration 29Q: 3 clusters Score -395769.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -395772.062500 Penalty: 3935.873779
	Iteration 30Q: 3 clusters Score -395772.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -395774.500000 Penalty: 3935.873779
	Iteration 31Q: 3 clusters Score -395774.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -395775.781250 Penalty: 3935.873779
	Iteration 32Q: 3 clusters Score -395775.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -395776.812500 Penalty: 3935.873779
	Iteration 33Q: 3 clusters Score -395776.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -395778.187500 Penalty: 3935.873779
	Iteration 34Q: 3 clusters Score -395778.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -395779.531250 Penalty: 3935.873779
	Iteration 35Q: 3 clusters Score -395779.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -395780.250000 Penalty: 3935.873779
	Iteration 36Q: 3 clusters Score -395780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -395781.125000 Penalty: 3935.873779
	Iteration 37Q: 3 clusters Score -395781.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -395781.562500 Penalty: 3935.873779
	Iteration 38Q: 3 clusters Score -395781.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -395781.562500 Penalty: 3935.873779
	Iteration 39F: 3 clusters Score -395781.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -57218.964844 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -57218.96 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 221 members 
Entering Unmasked Estep 
Score: -55861.667969 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -55861.67 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -56225.675781 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -56225.68 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56415.808594 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -56415.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -56581.980469 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -56581.98 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -56695.773438 Penalty: 3059.088379
	Iteration 4F: 3 clusters Score -56695.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -56756.753906 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -56756.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -56814.261719 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -56814.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -56864.269531 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -56864.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -56876.332031 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -56876.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -56885.652344 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -56885.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -56885.652344 Penalty: 3059.088379
	Iteration 10F: 3 clusters Score -56885.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -48468.175781 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -48468.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -47236.351562 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -47236.35 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -47785.070312 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -47785.07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48011.562500 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -48011.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48108.199219 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -48108.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48264.460938 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -48264.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48382.386719 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -48382.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48596.210938 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -48596.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48706.710938 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -48706.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48877.308594 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -48877.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49110.675781 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -49110.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49122.707031 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -49122.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49127.886719 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -49127.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49131.402344 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -49131.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49131.402344 Penalty: 3007.637451
	Iteration 13F: 3 clusters Score -49131.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 28409 members 
Mstep: Class 3 contains 46422 members 
Mstep: Class 4 contains 20565 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286492 members 
Mstep: Class 7 contains 68782 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8706 members 
Mstep: Class 10 contains 143450 members 
Mstep: Class 11 contains 8020 members 
Mstep: Class 12 contains 52780 members 
Mstep: Class 13 contains 7723 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51044 members 
Mstep: Class 16 contains 30285 members 
Mstep: Class 17 contains 67000 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 223 members 
Mstep: Class 21 contains 16051 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 27017 members 
Mstep: Class 24 contains 5632 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15426 members 
Mstep: Class 27 contains 207 members 
Entering Unmasked Estep 
Score: -122223376.000000 Penalty: 91853.718750
Splitting cluster 20 changes total score from -122224720.000000 to -122223376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (16051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Entering Unmasked Estep 
Score: -2275664.000000 Penalty: 2401.514404
	Iteration 0F: 2 clusters Score -2275664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -2264152.250000 Penalty: 4803.028809
	Iteration 0F: 3 clusters Score -2264152 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2267690.500000 Penalty: 4803.028809
	Iteration 1F: 3 clusters Score -2267690 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2268028.750000 Penalty: 4803.028809
	Iteration 2F: 3 clusters Score -2268029 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -2268282.750000 Penalty: 4803.028809
	Iteration 3Q: 3 clusters Score -2268283 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2268468.500000 Penalty: 4803.028809
	Iteration 4Q: 3 clusters Score -2268468 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -2268607.750000 Penalty: 4803.028809
	Iteration 5Q: 3 clusters Score -2268608 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2268748.750000 Penalty: 4803.028809
	Iteration 6Q: 3 clusters Score -2268749 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -2268883.500000 Penalty: 4803.028809
	Iteration 7Q: 3 clusters Score -2268884 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2269016.250000 Penalty: 4803.028809
	Iteration 8Q: 3 clusters Score -2269016 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2269161.500000 Penalty: 4803.028809
	Iteration 9Q: 3 clusters Score -2269162 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2269295.750000 Penalty: 4803.028809
	Iteration 10Q: 3 clusters Score -2269296 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2269435.750000 Penalty: 4803.028809
	Iteration 11Q: 3 clusters Score -2269436 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2269569.750000 Penalty: 4803.028809
	Iteration 12Q: 3 clusters Score -2269570 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -2269709.750000 Penalty: 4803.028809
	Iteration 13Q: 3 clusters Score -2269710 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2269922.000000 Penalty: 4803.028809
	Iteration 14Q: 3 clusters Score -2269922 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2270200.250000 Penalty: 4803.028809
	Iteration 15Q: 3 clusters Score -2270200 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2270582.500000 Penalty: 4803.028809
	Iteration 16Q: 3 clusters Score -2270582 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2270957.000000 Penalty: 4803.028809
	Iteration 17Q: 3 clusters Score -2270957 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -2271269.000000 Penalty: 4803.028809
	Iteration 18Q: 3 clusters Score -2271269 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2271468.750000 Penalty: 4803.028809
	Iteration 19Q: 3 clusters Score -2271469 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -2271602.500000 Penalty: 4803.028809
	Iteration 20F: 3 clusters Score -2271602 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2271686.750000 Penalty: 4803.028809
	Iteration 21Q: 3 clusters Score -2271687 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2271753.500000 Penalty: 4803.028809
	Iteration 22Q: 3 clusters Score -2271754 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2271833.750000 Penalty: 4803.028809
	Iteration 23Q: 3 clusters Score -2271834 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2271898.750000 Penalty: 4803.028809
	Iteration 24Q: 3 clusters Score -2271899 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -2271974.750000 Penalty: 4803.028809
	Iteration 25Q: 3 clusters Score -2271975 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -2272039.250000 Penalty: 4803.028809
	Iteration 26Q: 3 clusters Score -2272039 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -2272104.000000 Penalty: 4803.028809
	Iteration 27Q: 3 clusters Score -2272104 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2272166.500000 Penalty: 4803.028809
	Iteration 28Q: 3 clusters Score -2272166 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2272215.250000 Penalty: 4803.028809
	Iteration 29Q: 3 clusters Score -2272215 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2272263.000000 Penalty: 4803.028809
	Iteration 30Q: 3 clusters Score -2272263 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2272304.500000 Penalty: 4803.028809
	Iteration 31Q: 3 clusters Score -2272304 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2272333.000000 Penalty: 4803.028809
	Iteration 32Q: 3 clusters Score -2272333 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2272354.000000 Penalty: 4803.028809
	Iteration 33Q: 3 clusters Score -2272354 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2272378.000000 Penalty: 4803.028809
	Iteration 34Q: 3 clusters Score -2272378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -2272384.500000 Penalty: 4803.028809
	Iteration 35Q: 3 clusters Score -2272384 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -2272402.000000 Penalty: 4803.028809
	Iteration 36Q: 3 clusters Score -2272402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2272419.750000 Penalty: 4803.028809
	Iteration 37Q: 3 clusters Score -2272420 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2272421.250000 Penalty: 4803.028809
	Iteration 38Q: 3 clusters Score -2272421 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2272439.000000 Penalty: 4803.028809
	Iteration 39Q: 3 clusters Score -2272439 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2272446.500000 Penalty: 4803.028809
	Iteration 40F: 3 clusters Score -2272446 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2272445.000000 Penalty: 4803.028809
	Iteration 41Q: 3 clusters Score -2272445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2272452.750000 Penalty: 4803.028809
	Iteration 42Q: 3 clusters Score -2272453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -2272454.500000 Penalty: 4803.028809
	Iteration 43Q: 3 clusters Score -2272454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2272462.000000 Penalty: 4803.028809
	Iteration 44Q: 3 clusters Score -2272462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2272469.750000 Penalty: 4803.028809
	Iteration 45Q: 3 clusters Score -2272470 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2272469.750000 Penalty: 4803.028809
	Iteration 46Q: 3 clusters Score -2272470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2272477.000000 Penalty: 4803.028809
	Iteration 47Q: 3 clusters Score -2272477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -2272477.250000 Penalty: 4803.028809
	Iteration 48Q: 3 clusters Score -2272477 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2272480.000000 Penalty: 4803.028809
	Iteration 49Q: 3 clusters Score -2272480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2272482.250000 Penalty: 4803.028809
	Iteration 50Q: 3 clusters Score -2272482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2272483.750000 Penalty: 4803.028809
	Iteration 51Q: 3 clusters Score -2272484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2272488.750000 Penalty: 4803.028809
	Iteration 52Q: 3 clusters Score -2272489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2272496.750000 Penalty: 4803.028809
	Iteration 53Q: 3 clusters Score -2272497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2272505.750000 Penalty: 4803.028809
	Iteration 54Q: 3 clusters Score -2272506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -2272513.750000 Penalty: 4803.028809
	Iteration 55Q: 3 clusters Score -2272514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -2272515.250000 Penalty: 4803.028809
	Iteration 56Q: 3 clusters Score -2272515 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2272523.500000 Penalty: 4803.028809
	Iteration 57Q: 3 clusters Score -2272524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -2272524.500000 Penalty: 4803.028809
	Iteration 58Q: 3 clusters Score -2272524 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2272532.250000 Penalty: 4803.028809
	Iteration 59Q: 3 clusters Score -2272532 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2272542.250000 Penalty: 4803.028809
	Iteration 60F: 3 clusters Score -2272542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -2272547.750000 Penalty: 4803.028809
	Iteration 61Q: 3 clusters Score -2272548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2272556.250000 Penalty: 4803.028809
	Iteration 62Q: 3 clusters Score -2272556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2272556.250000 Penalty: 4803.028809
	Iteration 63Q: 3 clusters Score -2272556 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -2272557.250000 Penalty: 4803.028809
	Iteration 64Q: 3 clusters Score -2272557 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -2272562.500000 Penalty: 4803.028809
	Iteration 65Q: 3 clusters Score -2272562 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -2272572.750000 Penalty: 4803.028809
	Iteration 66Q: 3 clusters Score -2272573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2272576.500000 Penalty: 4803.028809
	Iteration 67Q: 3 clusters Score -2272576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2272584.500000 Penalty: 4803.028809
	Iteration 68Q: 3 clusters Score -2272584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -2272589.500000 Penalty: 4803.028809
	Iteration 69Q: 3 clusters Score -2272590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2272595.000000 Penalty: 4803.028809
	Iteration 70Q: 3 clusters Score -2272595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2272596.500000 Penalty: 4803.028809
	Iteration 71Q: 3 clusters Score -2272596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2272602.500000 Penalty: 4803.028809
	Iteration 72Q: 3 clusters Score -2272602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2272607.750000 Penalty: 4803.028809
	Iteration 73Q: 3 clusters Score -2272608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2272608.250000 Penalty: 4803.028809
	Iteration 74Q: 3 clusters Score -2272608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2272612.750000 Penalty: 4803.028809
	Iteration 75Q: 3 clusters Score -2272613 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -2272616.750000 Penalty: 4803.028809
	Iteration 76Q: 3 clusters Score -2272617 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -2272617.750000 Penalty: 4803.028809
	Iteration 77Q: 3 clusters Score -2272618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -2272618.750000 Penalty: 4803.028809
	Iteration 78Q: 3 clusters Score -2272619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2272618.250000 Penalty: 4803.028809
	Iteration 79Q: 3 clusters Score -2272618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2272621.000000 Penalty: 4803.028809
	Iteration 80F: 3 clusters Score -2272621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2272623.000000 Penalty: 4803.028809
	Iteration 81Q: 3 clusters Score -2272623 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2272642.500000 Penalty: 4803.028809
	Iteration 82Q: 3 clusters Score -2272642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2272649.500000 Penalty: 4803.028809
	Iteration 83Q: 3 clusters Score -2272650 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2272656.250000 Penalty: 4803.028809
	Iteration 84Q: 3 clusters Score -2272656 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2272664.000000 Penalty: 4803.028809
	Iteration 85Q: 3 clusters Score -2272664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2272667.500000 Penalty: 4803.028809
	Iteration 86Q: 3 clusters Score -2272668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2272676.750000 Penalty: 4803.028809
	Iteration 87Q: 3 clusters Score -2272677 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2272682.250000 Penalty: 4803.028809
	Iteration 88Q: 3 clusters Score -2272682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2272689.250000 Penalty: 4803.028809
	Iteration 89Q: 3 clusters Score -2272689 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2272700.750000 Penalty: 4803.028809
	Iteration 90Q: 3 clusters Score -2272701 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2272707.250000 Penalty: 4803.028809
	Iteration 91Q: 3 clusters Score -2272707 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2272721.250000 Penalty: 4803.028809
	Iteration 92Q: 3 clusters Score -2272721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2272732.500000 Penalty: 4803.028809
	Iteration 93Q: 3 clusters Score -2272732 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2272738.000000 Penalty: 4803.028809
	Iteration 94Q: 3 clusters Score -2272738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2272742.500000 Penalty: 4803.028809
	Iteration 95Q: 3 clusters Score -2272742 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2272757.500000 Penalty: 4803.028809
	Iteration 96Q: 3 clusters Score -2272758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2272768.000000 Penalty: 4803.028809
	Iteration 97Q: 3 clusters Score -2272768 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2272795.500000 Penalty: 4803.028809
	Iteration 98Q: 3 clusters Score -2272796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2272820.750000 Penalty: 4803.028809
	Iteration 99Q: 3 clusters Score -2272821 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -2272835.250000 Penalty: 4803.028809
	Iteration 100F: 3 clusters Score -2272835 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2272846.250000 Penalty: 4803.028809
	Iteration 101Q: 3 clusters Score -2272846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2272860.750000 Penalty: 4803.028809
	Iteration 102Q: 3 clusters Score -2272861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2272881.250000 Penalty: 4803.028809
	Iteration 103Q: 3 clusters Score -2272881 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2272897.500000 Penalty: 4803.028809
	Iteration 104Q: 3 clusters Score -2272898 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2272900.750000 Penalty: 4803.028809
	Iteration 105Q: 3 clusters Score -2272901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2272919.500000 Penalty: 4803.028809
	Iteration 106Q: 3 clusters Score -2272920 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -2272927.750000 Penalty: 4803.028809
	Iteration 107Q: 3 clusters Score -2272928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2272941.000000 Penalty: 4803.028809
	Iteration 108Q: 3 clusters Score -2272941 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2272956.000000 Penalty: 4803.028809
	Iteration 109Q: 3 clusters Score -2272956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2272966.750000 Penalty: 4803.028809
	Iteration 110Q: 3 clusters Score -2272967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -2272972.000000 Penalty: 4803.028809
	Iteration 111Q: 3 clusters Score -2272972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2272975.750000 Penalty: 4803.028809
	Iteration 112Q: 3 clusters Score -2272976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -2272985.500000 Penalty: 4803.028809
	Iteration 113Q: 3 clusters Score -2272986 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2272995.500000 Penalty: 4803.028809
	Iteration 114Q: 3 clusters Score -2272996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2273002.750000 Penalty: 4803.028809
	Iteration 115Q: 3 clusters Score -2273003 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2273010.500000 Penalty: 4803.028809
	Iteration 116Q: 3 clusters Score -2273010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2273016.250000 Penalty: 4803.028809
	Iteration 117Q: 3 clusters Score -2273016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2273019.000000 Penalty: 4803.028809
	Iteration 118Q: 3 clusters Score -2273019 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2273022.000000 Penalty: 4803.028809
	Iteration 119Q: 3 clusters Score -2273022 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2273029.250000 Penalty: 4803.028809
	Iteration 120F: 3 clusters Score -2273029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2273032.000000 Penalty: 4803.028809
	Iteration 121Q: 3 clusters Score -2273032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2273040.000000 Penalty: 4803.028809
	Iteration 122Q: 3 clusters Score -2273040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2273048.500000 Penalty: 4803.028809
	Iteration 123Q: 3 clusters Score -2273048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2273054.250000 Penalty: 4803.028809
	Iteration 124Q: 3 clusters Score -2273054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -2273058.500000 Penalty: 4803.028809
	Iteration 125Q: 3 clusters Score -2273058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2273069.000000 Penalty: 4803.028809
	Iteration 126Q: 3 clusters Score -2273069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2273078.000000 Penalty: 4803.028809
	Iteration 127Q: 3 clusters Score -2273078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2273089.750000 Penalty: 4803.028809
	Iteration 128Q: 3 clusters Score -2273090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2273093.750000 Penalty: 4803.028809
	Iteration 129Q: 3 clusters Score -2273094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2273102.250000 Penalty: 4803.028809
	Iteration 130Q: 3 clusters Score -2273102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2273101.500000 Penalty: 4803.028809
	Iteration 131Q: 3 clusters Score -2273102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2273117.750000 Penalty: 4803.028809
	Iteration 132Q: 3 clusters Score -2273118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2273119.000000 Penalty: 4803.028809
	Iteration 133Q: 3 clusters Score -2273119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2273129.250000 Penalty: 4803.028809
	Iteration 134Q: 3 clusters Score -2273129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -2273132.000000 Penalty: 4803.028809
	Iteration 135Q: 3 clusters Score -2273132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2273135.500000 Penalty: 4803.028809
	Iteration 136Q: 3 clusters Score -2273136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2273141.000000 Penalty: 4803.028809
	Iteration 137Q: 3 clusters Score -2273141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2273145.750000 Penalty: 4803.028809
	Iteration 138Q: 3 clusters Score -2273146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2273149.250000 Penalty: 4803.028809
	Iteration 139Q: 3 clusters Score -2273149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2273159.250000 Penalty: 4803.028809
	Iteration 140F: 3 clusters Score -2273159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2273167.500000 Penalty: 4803.028809
	Iteration 141Q: 3 clusters Score -2273168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2273172.250000 Penalty: 4803.028809
	Iteration 142Q: 3 clusters Score -2273172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2273178.000000 Penalty: 4803.028809
	Iteration 143Q: 3 clusters Score -2273178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2273184.500000 Penalty: 4803.028809
	Iteration 144Q: 3 clusters Score -2273184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2273180.000000 Penalty: 4803.028809
	Iteration 145Q: 3 clusters Score -2273180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2273187.750000 Penalty: 4803.028809
	Iteration 146Q: 3 clusters Score -2273188 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2273194.000000 Penalty: 4803.028809
	Iteration 147Q: 3 clusters Score -2273194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2273196.750000 Penalty: 4803.028809
	Iteration 148Q: 3 clusters Score -2273197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2273207.500000 Penalty: 4803.028809
	Iteration 149Q: 3 clusters Score -2273208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2273210.250000 Penalty: 4803.028809
	Iteration 150Q: 3 clusters Score -2273210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2273209.500000 Penalty: 4803.028809
	Iteration 151Q: 3 clusters Score -2273210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2273212.500000 Penalty: 4803.028809
	Iteration 152Q: 3 clusters Score -2273212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2273208.000000 Penalty: 4803.028809
	Iteration 153Q: 3 clusters Score -2273208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2273211.000000 Penalty: 4803.028809
	Iteration 154Q: 3 clusters Score -2273211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2273212.000000 Penalty: 4803.028809
	Iteration 155Q: 3 clusters Score -2273212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2273214.750000 Penalty: 4803.028809
	Iteration 156Q: 3 clusters Score -2273215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2273212.250000 Penalty: 4803.028809
	Iteration 157Q: 3 clusters Score -2273212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2273213.500000 Penalty: 4803.028809
	Iteration 158Q: 3 clusters Score -2273214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2273214.250000 Penalty: 4803.028809
	Iteration 159Q: 3 clusters Score -2273214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14412 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2273217.000000 Penalty: 4803.028809
	Iteration 160F: 3 clusters Score -2273217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2273215.000000 Penalty: 4803.028809
	Iteration 161Q: 3 clusters Score -2273215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2273216.500000 Penalty: 4803.028809
	Iteration 162Q: 3 clusters Score -2273216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2273220.750000 Penalty: 4803.028809
	Iteration 163Q: 3 clusters Score -2273221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2273224.750000 Penalty: 4803.028809
	Iteration 164Q: 3 clusters Score -2273225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2273223.250000 Penalty: 4803.028809
	Iteration 165Q: 3 clusters Score -2273223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2273222.250000 Penalty: 4803.028809
	Iteration 166Q: 3 clusters Score -2273222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2273222.000000 Penalty: 4803.028809
	Iteration 167Q: 3 clusters Score -2273222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2273231.750000 Penalty: 4803.028809
	Iteration 168Q: 3 clusters Score -2273232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2273232.500000 Penalty: 4803.028809
	Iteration 169Q: 3 clusters Score -2273232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2273238.000000 Penalty: 4803.028809
	Iteration 170Q: 3 clusters Score -2273238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2273232.750000 Penalty: 4803.028809
	Iteration 171Q: 3 clusters Score -2273233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2273236.250000 Penalty: 4803.028809
	Iteration 172Q: 3 clusters Score -2273236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2273240.000000 Penalty: 4803.028809
	Iteration 173Q: 3 clusters Score -2273240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2273241.000000 Penalty: 4803.028809
	Iteration 174Q: 3 clusters Score -2273241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2273240.500000 Penalty: 4803.028809
	Iteration 175Q: 3 clusters Score -2273240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2273244.500000 Penalty: 4803.028809
	Iteration 176Q: 3 clusters Score -2273244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2273243.250000 Penalty: 4803.028809
	Iteration 177Q: 3 clusters Score -2273243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2273244.750000 Penalty: 4803.028809
	Iteration 178Q: 3 clusters Score -2273245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2273245.750000 Penalty: 4803.028809
	Iteration 179Q: 3 clusters Score -2273246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2273248.750000 Penalty: 4803.028809
	Iteration 180F: 3 clusters Score -2273249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2273249.500000 Penalty: 4803.028809
	Iteration 181Q: 3 clusters Score -2273250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2273247.250000 Penalty: 4803.028809
	Iteration 182Q: 3 clusters Score -2273247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2273249.000000 Penalty: 4803.028809
	Iteration 183Q: 3 clusters Score -2273249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2273249.000000 Penalty: 4803.028809
	Iteration 184F: 3 clusters Score -2273249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -152187.734375 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -152187.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -150211.343750 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -150211.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -150506.781250 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -150506.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -150574.140625 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -150574.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -150603.406250 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -150603.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -150618.890625 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -150618.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -150628.296875 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -150628.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -150641.968750 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -150642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -150646.828125 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -150646.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -150650.625000 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -150650.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -150653.734375 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -150653.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -150653.734375 Penalty: 3484.226074
	Iteration 10F: 3 clusters Score -150653.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Entering Unmasked Estep 
Score: -3689770.750000 Penalty: 2530.646973
	Iteration 0F: 2 clusters Score -3689771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3671100.250000 Penalty: 5061.293945
	Iteration 0F: 3 clusters Score -3671100 nChanged 12166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -3677827.250000 Penalty: 5061.293945
	Iteration 1F: 3 clusters Score -3677827 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3678395.750000 Penalty: 5061.293945
	Iteration 2F: 3 clusters Score -3678396 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3678882.250000 Penalty: 5061.293945
	Iteration 3Q: 3 clusters Score -3678882 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3679356.500000 Penalty: 5061.293945
	Iteration 4Q: 3 clusters Score -3679356 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -3679847.500000 Penalty: 5061.293945
	Iteration 5Q: 3 clusters Score -3679848 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -3680502.750000 Penalty: 5061.293945
	Iteration 6Q: 3 clusters Score -3680503 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3681224.500000 Penalty: 5061.293945
	Iteration 7Q: 3 clusters Score -3681224 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3682078.000000 Penalty: 5061.293945
	Iteration 8F: 3 clusters Score -3682078 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3682922.500000 Penalty: 5061.293945
	Iteration 9F: 3 clusters Score -3682922 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -3683635.500000 Penalty: 5061.293945
	Iteration 10Q: 3 clusters Score -3683636 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -3684187.500000 Penalty: 5061.293945
	Iteration 11Q: 3 clusters Score -3684188 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -3684544.500000 Penalty: 5061.293945
	Iteration 12Q: 3 clusters Score -3684544 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3684783.500000 Penalty: 5061.293945
	Iteration 13Q: 3 clusters Score -3684784 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -3684943.500000 Penalty: 5061.293945
	Iteration 14Q: 3 clusters Score -3684944 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -3685060.750000 Penalty: 5061.293945
	Iteration 15Q: 3 clusters Score -3685061 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3685165.750000 Penalty: 5061.293945
	Iteration 16Q: 3 clusters Score -3685166 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -3685260.500000 Penalty: 5061.293945
	Iteration 17Q: 3 clusters Score -3685260 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -3685320.250000 Penalty: 5061.293945
	Iteration 18Q: 3 clusters Score -3685320 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3685370.000000 Penalty: 5061.293945
	Iteration 19Q: 3 clusters Score -3685370 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3685437.750000 Penalty: 5061.293945
	Iteration 20F: 3 clusters Score -3685438 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -3685485.750000 Penalty: 5061.293945
	Iteration 21Q: 3 clusters Score -3685486 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -3685538.000000 Penalty: 5061.293945
	Iteration 22Q: 3 clusters Score -3685538 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3685597.500000 Penalty: 5061.293945
	Iteration 23Q: 3 clusters Score -3685598 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3685663.000000 Penalty: 5061.293945
	Iteration 24Q: 3 clusters Score -3685663 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3685709.500000 Penalty: 5061.293945
	Iteration 25Q: 3 clusters Score -3685710 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3685753.000000 Penalty: 5061.293945
	Iteration 26Q: 3 clusters Score -3685753 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3685792.750000 Penalty: 5061.293945
	Iteration 27Q: 3 clusters Score -3685793 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -3685835.250000 Penalty: 5061.293945
	Iteration 28Q: 3 clusters Score -3685835 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -3685846.750000 Penalty: 5061.293945
	Iteration 29Q: 3 clusters Score -3685847 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -3685884.000000 Penalty: 5061.293945
	Iteration 30Q: 3 clusters Score -3685884 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -3685934.000000 Penalty: 5061.293945
	Iteration 31Q: 3 clusters Score -3685934 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -3685967.250000 Penalty: 5061.293945
	Iteration 32Q: 3 clusters Score -3685967 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3685997.000000 Penalty: 5061.293945
	Iteration 33Q: 3 clusters Score -3685997 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3686039.000000 Penalty: 5061.293945
	Iteration 34Q: 3 clusters Score -3686039 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -3686078.000000 Penalty: 5061.293945
	Iteration 35Q: 3 clusters Score -3686078 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -3686102.000000 Penalty: 5061.293945
	Iteration 36Q: 3 clusters Score -3686102 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3686143.500000 Penalty: 5061.293945
	Iteration 37Q: 3 clusters Score -3686144 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -3686139.500000 Penalty: 5061.293945
	Iteration 38Q: 3 clusters Score -3686140 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3686156.000000 Penalty: 5061.293945
	Iteration 39Q: 3 clusters Score -3686156 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -3686180.500000 Penalty: 5061.293945
	Iteration 40F: 3 clusters Score -3686180 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -3686193.000000 Penalty: 5061.293945
	Iteration 41Q: 3 clusters Score -3686193 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -3686193.500000 Penalty: 5061.293945
	Iteration 42Q: 3 clusters Score -3686194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3686211.500000 Penalty: 5061.293945
	Iteration 43Q: 3 clusters Score -3686212 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -3686233.250000 Penalty: 5061.293945
	Iteration 44Q: 3 clusters Score -3686233 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3686237.250000 Penalty: 5061.293945
	Iteration 45Q: 3 clusters Score -3686237 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3686243.500000 Penalty: 5061.293945
	Iteration 46Q: 3 clusters Score -3686244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -3686244.000000 Penalty: 5061.293945
	Iteration 47Q: 3 clusters Score -3686244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3686251.250000 Penalty: 5061.293945
	Iteration 48Q: 3 clusters Score -3686251 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3686257.000000 Penalty: 5061.293945
	Iteration 49Q: 3 clusters Score -3686257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -3686269.000000 Penalty: 5061.293945
	Iteration 50Q: 3 clusters Score -3686269 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -3686275.250000 Penalty: 5061.293945
	Iteration 51Q: 3 clusters Score -3686275 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -3686293.250000 Penalty: 5061.293945
	Iteration 52Q: 3 clusters Score -3686293 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -3686314.750000 Penalty: 5061.293945
	Iteration 53Q: 3 clusters Score -3686315 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3686324.750000 Penalty: 5061.293945
	Iteration 54Q: 3 clusters Score -3686325 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -3686337.250000 Penalty: 5061.293945
	Iteration 55Q: 3 clusters Score -3686337 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3686336.500000 Penalty: 5061.293945
	Iteration 56Q: 3 clusters Score -3686336 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3686350.000000 Penalty: 5061.293945
	Iteration 57Q: 3 clusters Score -3686350 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3686374.250000 Penalty: 5061.293945
	Iteration 58Q: 3 clusters Score -3686374 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3686371.000000 Penalty: 5061.293945
	Iteration 59Q: 3 clusters Score -3686371 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3686388.500000 Penalty: 5061.293945
	Iteration 60F: 3 clusters Score -3686388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3686403.750000 Penalty: 5061.293945
	Iteration 61Q: 3 clusters Score -3686404 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -3686416.000000 Penalty: 5061.293945
	Iteration 62Q: 3 clusters Score -3686416 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -3686429.250000 Penalty: 5061.293945
	Iteration 63Q: 3 clusters Score -3686429 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -3686437.750000 Penalty: 5061.293945
	Iteration 64Q: 3 clusters Score -3686438 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -3686441.750000 Penalty: 5061.293945
	Iteration 65Q: 3 clusters Score -3686442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -3686452.000000 Penalty: 5061.293945
	Iteration 66Q: 3 clusters Score -3686452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3686459.750000 Penalty: 5061.293945
	Iteration 67Q: 3 clusters Score -3686460 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -3686475.000000 Penalty: 5061.293945
	Iteration 68Q: 3 clusters Score -3686475 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -3686485.750000 Penalty: 5061.293945
	Iteration 69Q: 3 clusters Score -3686486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3686489.750000 Penalty: 5061.293945
	Iteration 70Q: 3 clusters Score -3686490 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -3686494.750000 Penalty: 5061.293945
	Iteration 71Q: 3 clusters Score -3686495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -3686497.000000 Penalty: 5061.293945
	Iteration 72Q: 3 clusters Score -3686497 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -3686493.250000 Penalty: 5061.293945
	Iteration 73Q: 3 clusters Score -3686493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -3686497.250000 Penalty: 5061.293945
	Iteration 74Q: 3 clusters Score -3686497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -3686497.500000 Penalty: 5061.293945
	Iteration 75Q: 3 clusters Score -3686498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3686501.500000 Penalty: 5061.293945
	Iteration 76Q: 3 clusters Score -3686502 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3686504.000000 Penalty: 5061.293945
	Iteration 77Q: 3 clusters Score -3686504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3686504.750000 Penalty: 5061.293945
	Iteration 78Q: 3 clusters Score -3686505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3686507.000000 Penalty: 5061.293945
	Iteration 79Q: 3 clusters Score -3686507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3686517.000000 Penalty: 5061.293945
	Iteration 80F: 3 clusters Score -3686517 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -3686512.500000 Penalty: 5061.293945
	Iteration 81Q: 3 clusters Score -3686512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -3686510.000000 Penalty: 5061.293945
	Iteration 82Q: 3 clusters Score -3686510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -3686508.500000 Penalty: 5061.293945
	Iteration 83Q: 3 clusters Score -3686508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -3686505.250000 Penalty: 5061.293945
	Iteration 84Q: 3 clusters Score -3686505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -3686507.000000 Penalty: 5061.293945
	Iteration 85Q: 3 clusters Score -3686507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -3686510.250000 Penalty: 5061.293945
	Iteration 86Q: 3 clusters Score -3686510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3686514.500000 Penalty: 5061.293945
	Iteration 87Q: 3 clusters Score -3686514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -3686519.500000 Penalty: 5061.293945
	Iteration 88Q: 3 clusters Score -3686520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -3686519.750000 Penalty: 5061.293945
	Iteration 89Q: 3 clusters Score -3686520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -3686523.250000 Penalty: 5061.293945
	Iteration 90Q: 3 clusters Score -3686523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -3686521.250000 Penalty: 5061.293945
	Iteration 91Q: 3 clusters Score -3686521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -3686523.250000 Penalty: 5061.293945
	Iteration 92Q: 3 clusters Score -3686523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3686522.250000 Penalty: 5061.293945
	Iteration 93Q: 3 clusters Score -3686522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3686524.250000 Penalty: 5061.293945
	Iteration 94Q: 3 clusters Score -3686524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -3686524.000000 Penalty: 5061.293945
	Iteration 95Q: 3 clusters Score -3686524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3686529.750000 Penalty: 5061.293945
	Iteration 96Q: 3 clusters Score -3686530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3686530.500000 Penalty: 5061.293945
	Iteration 97Q: 3 clusters Score -3686530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -3686526.250000 Penalty: 5061.293945
	Iteration 98Q: 3 clusters Score -3686526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -3686527.500000 Penalty: 5061.293945
	Iteration 99Q: 3 clusters Score -3686528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -3686527.500000 Penalty: 5061.293945
	Iteration 100F: 3 clusters Score -3686528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3686530.750000 Penalty: 5061.293945
	Iteration 101Q: 3 clusters Score -3686531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -3686535.000000 Penalty: 5061.293945
	Iteration 102Q: 3 clusters Score -3686535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3686530.750000 Penalty: 5061.293945
	Iteration 103Q: 3 clusters Score -3686531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -3686529.500000 Penalty: 5061.293945
	Iteration 104Q: 3 clusters Score -3686530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -3686529.750000 Penalty: 5061.293945
	Iteration 105Q: 3 clusters Score -3686530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3686527.000000 Penalty: 5061.293945
	Iteration 106Q: 3 clusters Score -3686527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -3686529.750000 Penalty: 5061.293945
	Iteration 107Q: 3 clusters Score -3686530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3686533.500000 Penalty: 5061.293945
	Iteration 108Q: 3 clusters Score -3686534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -3686527.000000 Penalty: 5061.293945
	Iteration 109Q: 3 clusters Score -3686527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3686524.000000 Penalty: 5061.293945
	Iteration 110Q: 3 clusters Score -3686524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3686524.500000 Penalty: 5061.293945
	Iteration 111Q: 3 clusters Score -3686524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3686532.250000 Penalty: 5061.293945
	Iteration 112Q: 3 clusters Score -3686532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -3686531.250000 Penalty: 5061.293945
	Iteration 113Q: 3 clusters Score -3686531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -3686536.250000 Penalty: 5061.293945
	Iteration 114Q: 3 clusters Score -3686536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3686528.000000 Penalty: 5061.293945
	Iteration 115Q: 3 clusters Score -3686528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -3686532.000000 Penalty: 5061.293945
	Iteration 116Q: 3 clusters Score -3686532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3686535.000000 Penalty: 5061.293945
	Iteration 117Q: 3 clusters Score -3686535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3686531.750000 Penalty: 5061.293945
	Iteration 118Q: 3 clusters Score -3686532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -3686534.500000 Penalty: 5061.293945
	Iteration 119Q: 3 clusters Score -3686534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -3686531.250000 Penalty: 5061.293945
	Iteration 120F: 3 clusters Score -3686531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3686529.750000 Penalty: 5061.293945
	Iteration 121Q: 3 clusters Score -3686530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3686532.000000 Penalty: 5061.293945
	Iteration 122Q: 3 clusters Score -3686532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3686534.750000 Penalty: 5061.293945
	Iteration 123Q: 3 clusters Score -3686535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3686532.250000 Penalty: 5061.293945
	Iteration 124Q: 3 clusters Score -3686532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -3686538.500000 Penalty: 5061.293945
	Iteration 125Q: 3 clusters Score -3686538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -3686541.500000 Penalty: 5061.293945
	Iteration 126Q: 3 clusters Score -3686542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3686543.000000 Penalty: 5061.293945
	Iteration 127Q: 3 clusters Score -3686543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3686543.000000 Penalty: 5061.293945
	Iteration 128Q: 3 clusters Score -3686543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3686544.000000 Penalty: 5061.293945
	Iteration 129Q: 3 clusters Score -3686544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -3686545.250000 Penalty: 5061.293945
	Iteration 130Q: 3 clusters Score -3686545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3686540.500000 Penalty: 5061.293945
	Iteration 131Q: 3 clusters Score -3686540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -3686540.000000 Penalty: 5061.293945
	Iteration 132Q: 3 clusters Score -3686540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3686543.000000 Penalty: 5061.293945
	Iteration 133Q: 3 clusters Score -3686543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -3686539.250000 Penalty: 5061.293945
	Iteration 134Q: 3 clusters Score -3686539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3686539.500000 Penalty: 5061.293945
	Iteration 135Q: 3 clusters Score -3686540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -3686539.000000 Penalty: 5061.293945
	Iteration 136Q: 3 clusters Score -3686539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3686540.250000 Penalty: 5061.293945
	Iteration 137Q: 3 clusters Score -3686540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3686539.000000 Penalty: 5061.293945
	Iteration 138Q: 3 clusters Score -3686539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -3686539.000000 Penalty: 5061.293945
	Iteration 139F: 3 clusters Score -3686539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Entering Unmasked Estep 
Score: -755579.500000 Penalty: 2141.782471
	Iteration 0F: 2 clusters Score -755579.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -750697.437500 Penalty: 4283.564941
	Iteration 0F: 3 clusters Score -750697.4 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -751989.812500 Penalty: 4283.564941
	Iteration 1F: 3 clusters Score -751989.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -752420.625000 Penalty: 4283.564941
	Iteration 2F: 3 clusters Score -752420.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -752884.062500 Penalty: 4283.564941
	Iteration 3F: 3 clusters Score -752884.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -753314.937500 Penalty: 4283.564941
	Iteration 4F: 3 clusters Score -753314.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -753693.250000 Penalty: 4283.564941
	Iteration 5F: 3 clusters Score -753693.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -753939.250000 Penalty: 4283.564941
	Iteration 6F: 3 clusters Score -753939.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -754128.375000 Penalty: 4283.564941
	Iteration 7Q: 3 clusters Score -754128.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -754235.875000 Penalty: 4283.564941
	Iteration 8Q: 3 clusters Score -754235.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -754294.187500 Penalty: 4283.564941
	Iteration 9Q: 3 clusters Score -754294.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -754331.000000 Penalty: 4283.564941
	Iteration 10Q: 3 clusters Score -754331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -754364.625000 Penalty: 4283.564941
	Iteration 11Q: 3 clusters Score -754364.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -754389.250000 Penalty: 4283.564941
	Iteration 12Q: 3 clusters Score -754389.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -754406.187500 Penalty: 4283.564941
	Iteration 13Q: 3 clusters Score -754406.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -754415.437500 Penalty: 4283.564941
	Iteration 14Q: 3 clusters Score -754415.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -754420.937500 Penalty: 4283.564941
	Iteration 15Q: 3 clusters Score -754420.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -754427.562500 Penalty: 4283.564941
	Iteration 16Q: 3 clusters Score -754427.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -754433.500000 Penalty: 4283.564941
	Iteration 17Q: 3 clusters Score -754433.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -754436.250000 Penalty: 4283.564941
	Iteration 18Q: 3 clusters Score -754436.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -754437.437500 Penalty: 4283.564941
	Iteration 19Q: 3 clusters Score -754437.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -754437.437500 Penalty: 4283.564941
	Iteration 20F: 3 clusters Score -754437.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -23364.125000 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -23364.12 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 98 members 
Entering Unmasked Estep 
Score: -22314.011719 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -22314.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -22369.433594 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -22369.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22400.505859 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -22400.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22404.806641 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -22404.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -22408.037109 Penalty: 2594.629883
	Iteration 4Q: 3 clusters Score -22408.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22416.490234 Penalty: 2594.629883
	Iteration 5Q: 3 clusters Score -22416.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22416.490234 Penalty: 2594.629883
	Iteration 6F: 3 clusters Score -22416.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (15426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Entering Unmasked Estep 
Score: -2168879.750000 Penalty: 2391.664795
	Iteration 0F: 2 clusters Score -2168880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2157627.750000 Penalty: 4783.329590
	Iteration 0F: 3 clusters Score -2157628 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -2161183.750000 Penalty: 4783.329590
	Iteration 1F: 3 clusters Score -2161184 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -2161511.250000 Penalty: 4783.329590
	Iteration 2F: 3 clusters Score -2161511 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2161717.250000 Penalty: 4783.329590
	Iteration 3Q: 3 clusters Score -2161717 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -2161895.000000 Penalty: 4783.329590
	Iteration 4Q: 3 clusters Score -2161895 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -2162023.500000 Penalty: 4783.329590
	Iteration 5Q: 3 clusters Score -2162024 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2162138.000000 Penalty: 4783.329590
	Iteration 6Q: 3 clusters Score -2162138 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -2162240.000000 Penalty: 4783.329590
	Iteration 7Q: 3 clusters Score -2162240 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2162377.500000 Penalty: 4783.329590
	Iteration 8Q: 3 clusters Score -2162378 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2162550.500000 Penalty: 4783.329590
	Iteration 9Q: 3 clusters Score -2162550 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2162796.500000 Penalty: 4783.329590
	Iteration 10Q: 3 clusters Score -2162796 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2163182.750000 Penalty: 4783.329590
	Iteration 11Q: 3 clusters Score -2163183 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2163715.500000 Penalty: 4783.329590
	Iteration 12F: 3 clusters Score -2163716 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2164325.250000 Penalty: 4783.329590
	Iteration 13F: 3 clusters Score -2164325 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2164972.750000 Penalty: 4783.329590
	Iteration 14F: 3 clusters Score -2164973 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2165551.250000 Penalty: 4783.329590
	Iteration 15Q: 3 clusters Score -2165551 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2166043.500000 Penalty: 4783.329590
	Iteration 16Q: 3 clusters Score -2166044 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2166399.000000 Penalty: 4783.329590
	Iteration 17Q: 3 clusters Score -2166399 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -2166615.750000 Penalty: 4783.329590
	Iteration 18Q: 3 clusters Score -2166616 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2166749.250000 Penalty: 4783.329590
	Iteration 19Q: 3 clusters Score -2166749 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2166812.750000 Penalty: 4783.329590
	Iteration 20F: 3 clusters Score -2166813 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2166853.750000 Penalty: 4783.329590
	Iteration 21Q: 3 clusters Score -2166854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2166879.000000 Penalty: 4783.329590
	Iteration 22Q: 3 clusters Score -2166879 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2166898.750000 Penalty: 4783.329590
	Iteration 23Q: 3 clusters Score -2166899 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2166904.500000 Penalty: 4783.329590
	Iteration 24Q: 3 clusters Score -2166904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -2166917.000000 Penalty: 4783.329590
	Iteration 25Q: 3 clusters Score -2166917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2166929.500000 Penalty: 4783.329590
	Iteration 26Q: 3 clusters Score -2166930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2166938.000000 Penalty: 4783.329590
	Iteration 27Q: 3 clusters Score -2166938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2166947.750000 Penalty: 4783.329590
	Iteration 28Q: 3 clusters Score -2166948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2166956.250000 Penalty: 4783.329590
	Iteration 29Q: 3 clusters Score -2166956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -2166963.000000 Penalty: 4783.329590
	Iteration 30Q: 3 clusters Score -2166963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2166970.500000 Penalty: 4783.329590
	Iteration 31Q: 3 clusters Score -2166970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2166978.250000 Penalty: 4783.329590
	Iteration 32Q: 3 clusters Score -2166978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -2166979.500000 Penalty: 4783.329590
	Iteration 33Q: 3 clusters Score -2166980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2166985.750000 Penalty: 4783.329590
	Iteration 34Q: 3 clusters Score -2166986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2166987.750000 Penalty: 4783.329590
	Iteration 35Q: 3 clusters Score -2166988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2166989.250000 Penalty: 4783.329590
	Iteration 36Q: 3 clusters Score -2166989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2166987.500000 Penalty: 4783.329590
	Iteration 37Q: 3 clusters Score -2166988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2166987.500000 Penalty: 4783.329590
	Iteration 38F: 3 clusters Score -2166988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 28409 members 
Mstep: Class 3 contains 46422 members 
Mstep: Class 4 contains 20565 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286492 members 
Mstep: Class 7 contains 68782 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8706 members 
Mstep: Class 10 contains 143450 members 
Mstep: Class 11 contains 8020 members 
Mstep: Class 12 contains 52780 members 
Mstep: Class 13 contains 7723 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51044 members 
Mstep: Class 16 contains 30285 members 
Mstep: Class 17 contains 67000 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 16051 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 27017 members 
Mstep: Class 24 contains 5632 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224648.000000 Penalty: 88451.726562
Iteration 79Q: 27 clusters Score -1.222246e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 28426 members 
Mstep: Class 3 contains 46459 members 
Mstep: Class 4 contains 20360 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286418 members 
Mstep: Class 7 contains 68968 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8705 members 
Mstep: Class 10 contains 143450 members 
Mstep: Class 11 contains 8020 members 
Mstep: Class 12 contains 52776 members 
Mstep: Class 13 contains 7716 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51088 members 
Mstep: Class 16 contains 30246 members 
Mstep: Class 17 contains 66683 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 16263 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 27163 members 
Mstep: Class 24 contains 5632 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224904.000000 Penalty: 88451.726562
Iteration 80F: 27 clusters Score -1.222249e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 28446 members 
Mstep: Class 3 contains 46492 members 
Mstep: Class 4 contains 20150 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286393 members 
Mstep: Class 7 contains 69121 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8713 members 
Mstep: Class 10 contains 143443 members 
Mstep: Class 11 contains 8020 members 
Mstep: Class 12 contains 52769 members 
Mstep: Class 13 contains 7709 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51138 members 
Mstep: Class 16 contains 30194 members 
Mstep: Class 17 contains 66392 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 16440 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 27315 members 
Mstep: Class 24 contains 5632 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224976.000000 Penalty: 88451.726562
Iteration 81Q: 27 clusters Score -1.22225e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 28467 members 
Mstep: Class 3 contains 46522 members 
Mstep: Class 4 contains 19938 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286350 members 
Mstep: Class 7 contains 69258 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8720 members 
Mstep: Class 10 contains 143433 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 52760 members 
Mstep: Class 13 contains 7705 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51183 members 
Mstep: Class 16 contains 30156 members 
Mstep: Class 17 contains 66107 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 16640 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 27458 members 
Mstep: Class 24 contains 5633 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224976.000000 Penalty: 88451.726562
Iteration 82Q: 27 clusters Score -1.22225e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 28479 members 
Mstep: Class 3 contains 46555 members 
Mstep: Class 4 contains 19750 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286345 members 
Mstep: Class 7 contains 69380 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8725 members 
Mstep: Class 10 contains 143416 members 
Mstep: Class 11 contains 8020 members 
Mstep: Class 12 contains 52750 members 
Mstep: Class 13 contains 7697 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51212 members 
Mstep: Class 16 contains 30114 members 
Mstep: Class 17 contains 65807 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 16829 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 27620 members 
Mstep: Class 24 contains 5634 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225072.000000 Penalty: 88451.726562
Iteration 83Q: 27 clusters Score -1.222251e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 28495 members 
Mstep: Class 3 contains 46577 members 
Mstep: Class 4 contains 19552 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286314 members 
Mstep: Class 7 contains 69520 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8726 members 
Mstep: Class 10 contains 143407 members 
Mstep: Class 11 contains 8021 members 
Mstep: Class 12 contains 52742 members 
Mstep: Class 13 contains 7689 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51242 members 
Mstep: Class 16 contains 30073 members 
Mstep: Class 17 contains 65505 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 17033 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 27792 members 
Mstep: Class 24 contains 5637 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224856.000000 Penalty: 88451.726562
Iteration 84Q: 27 clusters Score -1.222249e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 28504 members 
Mstep: Class 3 contains 46603 members 
Mstep: Class 4 contains 19383 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286263 members 
Mstep: Class 7 contains 69667 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8730 members 
Mstep: Class 10 contains 143406 members 
Mstep: Class 11 contains 8023 members 
Mstep: Class 12 contains 52738 members 
Mstep: Class 13 contains 7675 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51247 members 
Mstep: Class 16 contains 30030 members 
Mstep: Class 17 contains 65191 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 17248 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 27952 members 
Mstep: Class 24 contains 5640 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225096.000000 Penalty: 88451.726562
Iteration 85Q: 27 clusters Score -1.222251e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 28515 members 
Mstep: Class 3 contains 46625 members 
Mstep: Class 4 contains 19232 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286211 members 
Mstep: Class 7 contains 69814 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8732 members 
Mstep: Class 10 contains 143406 members 
Mstep: Class 11 contains 8027 members 
Mstep: Class 12 contains 52724 members 
Mstep: Class 13 contains 7666 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51238 members 
Mstep: Class 16 contains 29984 members 
Mstep: Class 17 contains 64894 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 17448 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 28112 members 
Mstep: Class 24 contains 5648 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225184.000000 Penalty: 88451.726562
Iteration 86Q: 27 clusters Score -1.222252e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 28525 members 
Mstep: Class 3 contains 46657 members 
Mstep: Class 4 contains 19086 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286165 members 
Mstep: Class 7 contains 69957 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8736 members 
Mstep: Class 10 contains 143411 members 
Mstep: Class 11 contains 8032 members 
Mstep: Class 12 contains 52707 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51243 members 
Mstep: Class 16 contains 29946 members 
Mstep: Class 17 contains 64594 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 17643 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 28238 members 
Mstep: Class 24 contains 5657 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225480.000000 Penalty: 88451.726562
Iteration 87Q: 27 clusters Score -1.222255e+08 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 28534 members 
Mstep: Class 3 contains 46689 members 
Mstep: Class 4 contains 18924 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286131 members 
Mstep: Class 7 contains 70088 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8738 members 
Mstep: Class 10 contains 143417 members 
Mstep: Class 11 contains 8036 members 
Mstep: Class 12 contains 52696 members 
Mstep: Class 13 contains 7653 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51253 members 
Mstep: Class 16 contains 29916 members 
Mstep: Class 17 contains 64325 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 17808 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 28356 members 
Mstep: Class 24 contains 5666 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225520.000000 Penalty: 88451.726562
Iteration 88Q: 27 clusters Score -1.222255e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 28553 members 
Mstep: Class 3 contains 46722 members 
Mstep: Class 4 contains 18767 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286109 members 
Mstep: Class 7 contains 70199 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8741 members 
Mstep: Class 10 contains 143390 members 
Mstep: Class 11 contains 8045 members 
Mstep: Class 12 contains 52681 members 
Mstep: Class 13 contains 7646 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51258 members 
Mstep: Class 16 contains 29888 members 
Mstep: Class 17 contains 64078 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 17979 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 28483 members 
Mstep: Class 24 contains 5676 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225568.000000 Penalty: 88451.726562
Iteration 89Q: 27 clusters Score -1.222256e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 28575 members 
Mstep: Class 3 contains 46735 members 
Mstep: Class 4 contains 18615 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286065 members 
Mstep: Class 7 contains 70324 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8741 members 
Mstep: Class 10 contains 143373 members 
Mstep: Class 11 contains 8047 members 
Mstep: Class 12 contains 52665 members 
Mstep: Class 13 contains 7640 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51267 members 
Mstep: Class 16 contains 29860 members 
Mstep: Class 17 contains 63803 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 18189 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 28616 members 
Mstep: Class 24 contains 5685 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225728.000000 Penalty: 88451.726562
Iteration 90Q: 27 clusters Score -1.222257e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 28599 members 
Mstep: Class 3 contains 46754 members 
Mstep: Class 4 contains 18455 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286039 members 
Mstep: Class 7 contains 70441 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 143361 members 
Mstep: Class 11 contains 8049 members 
Mstep: Class 12 contains 52655 members 
Mstep: Class 13 contains 7637 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51276 members 
Mstep: Class 16 contains 29827 members 
Mstep: Class 17 contains 63507 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 18392 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 28749 members 
Mstep: Class 24 contains 5694 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225920.000000 Penalty: 88451.726562
Iteration 91Q: 27 clusters Score -1.222259e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 28616 members 
Mstep: Class 3 contains 46771 members 
Mstep: Class 4 contains 18317 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286035 members 
Mstep: Class 7 contains 70565 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8744 members 
Mstep: Class 10 contains 143357 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 52640 members 
Mstep: Class 13 contains 7626 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51281 members 
Mstep: Class 16 contains 29789 members 
Mstep: Class 17 contains 63212 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 18587 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 28881 members 
Mstep: Class 24 contains 5702 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226072.000000 Penalty: 88451.726562
Iteration 92Q: 27 clusters Score -1.222261e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 28631 members 
Mstep: Class 3 contains 46795 members 
Mstep: Class 4 contains 18208 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286023 members 
Mstep: Class 7 contains 70661 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8741 members 
Mstep: Class 10 contains 143345 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 52623 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51281 members 
Mstep: Class 16 contains 29768 members 
Mstep: Class 17 contains 62936 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 18786 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 28986 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226136.000000 Penalty: 88451.726562
Iteration 93Q: 27 clusters Score -1.222261e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 28645 members 
Mstep: Class 3 contains 46807 members 
Mstep: Class 4 contains 18128 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286038 members 
Mstep: Class 7 contains 70767 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8743 members 
Mstep: Class 10 contains 143312 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 52605 members 
Mstep: Class 13 contains 7601 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51275 members 
Mstep: Class 16 contains 29748 members 
Mstep: Class 17 contains 62677 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 18966 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29067 members 
Mstep: Class 24 contains 5723 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226328.000000 Penalty: 88451.726562
Iteration 94Q: 27 clusters Score -1.222263e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 28657 members 
Mstep: Class 3 contains 46814 members 
Mstep: Class 4 contains 18057 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286037 members 
Mstep: Class 7 contains 70878 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8733 members 
Mstep: Class 10 contains 143311 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 52595 members 
Mstep: Class 13 contains 7596 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51272 members 
Mstep: Class 16 contains 29724 members 
Mstep: Class 17 contains 62402 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 19152 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29141 members 
Mstep: Class 24 contains 5728 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226384.000000 Penalty: 88451.726562
Iteration 95Q: 27 clusters Score -1.222264e+08 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 28669 members 
Mstep: Class 3 contains 46820 members 
Mstep: Class 4 contains 17998 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286020 members 
Mstep: Class 7 contains 71001 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8731 members 
Mstep: Class 10 contains 143312 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 52581 members 
Mstep: Class 13 contains 7586 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51268 members 
Mstep: Class 16 contains 29693 members 
Mstep: Class 17 contains 62111 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 19359 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29207 members 
Mstep: Class 24 contains 5737 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226408.000000 Penalty: 88451.726562
Iteration 96Q: 27 clusters Score -1.222264e+08 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 28678 members 
Mstep: Class 3 contains 46842 members 
Mstep: Class 4 contains 17962 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286001 members 
Mstep: Class 7 contains 71106 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8728 members 
Mstep: Class 10 contains 143299 members 
Mstep: Class 11 contains 8056 members 
Mstep: Class 12 contains 52566 members 
Mstep: Class 13 contains 7573 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51267 members 
Mstep: Class 16 contains 29661 members 
Mstep: Class 17 contains 61838 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 19562 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29252 members 
Mstep: Class 24 contains 5750 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226416.000000 Penalty: 88451.726562
Iteration 97Q: 27 clusters Score -1.222264e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 28682 members 
Mstep: Class 3 contains 46839 members 
Mstep: Class 4 contains 17930 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 286001 members 
Mstep: Class 7 contains 71219 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8733 members 
Mstep: Class 10 contains 143292 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 52552 members 
Mstep: Class 13 contains 7563 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51267 members 
Mstep: Class 16 contains 29640 members 
Mstep: Class 17 contains 61577 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 19746 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29277 members 
Mstep: Class 24 contains 5760 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226432.000000 Penalty: 88451.726562
Iteration 98Q: 27 clusters Score -1.222264e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 28688 members 
Mstep: Class 3 contains 46847 members 
Mstep: Class 4 contains 17899 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285991 members 
Mstep: Class 7 contains 71327 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8737 members 
Mstep: Class 10 contains 143268 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 52540 members 
Mstep: Class 13 contains 7554 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51272 members 
Mstep: Class 16 contains 29618 members 
Mstep: Class 17 contains 61340 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 19917 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29304 members 
Mstep: Class 24 contains 5769 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226136.000000 Penalty: 88451.726562
Iteration 99Q: 27 clusters Score -1.222261e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 28695 members 
Mstep: Class 3 contains 46857 members 
Mstep: Class 4 contains 17870 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285976 members 
Mstep: Class 7 contains 71452 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8735 members 
Mstep: Class 10 contains 143250 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 52528 members 
Mstep: Class 13 contains 7549 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51274 members 
Mstep: Class 16 contains 29593 members 
Mstep: Class 17 contains 61096 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 20082 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29329 members 
Mstep: Class 24 contains 5781 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225968.000000 Penalty: 88451.726562
Iteration 100F: 27 clusters Score -1.22226e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 28699 members 
Mstep: Class 3 contains 46877 members 
Mstep: Class 4 contains 17848 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285952 members 
Mstep: Class 7 contains 71573 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8736 members 
Mstep: Class 10 contains 143224 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 52523 members 
Mstep: Class 13 contains 7543 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51278 members 
Mstep: Class 16 contains 29569 members 
Mstep: Class 17 contains 60875 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 20228 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29349 members 
Mstep: Class 24 contains 5785 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225840.000000 Penalty: 88451.726562
Iteration 101Q: 27 clusters Score -1.222258e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 28700 members 
Mstep: Class 3 contains 46891 members 
Mstep: Class 4 contains 17830 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285913 members 
Mstep: Class 7 contains 71684 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8738 members 
Mstep: Class 10 contains 143217 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 52514 members 
Mstep: Class 13 contains 7531 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51278 members 
Mstep: Class 16 contains 29548 members 
Mstep: Class 17 contains 60677 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 20369 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29363 members 
Mstep: Class 24 contains 5792 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225880.000000 Penalty: 88451.726562
Iteration 102Q: 27 clusters Score -1.222259e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 28701 members 
Mstep: Class 3 contains 46899 members 
Mstep: Class 4 contains 17812 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285861 members 
Mstep: Class 7 contains 71798 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8740 members 
Mstep: Class 10 contains 143208 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 52509 members 
Mstep: Class 13 contains 7523 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51274 members 
Mstep: Class 16 contains 29530 members 
Mstep: Class 17 contains 60474 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 20520 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29385 members 
Mstep: Class 24 contains 5797 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226048.000000 Penalty: 88451.726562
Iteration 103Q: 27 clusters Score -1.22226e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 28701 members 
Mstep: Class 3 contains 46902 members 
Mstep: Class 4 contains 17806 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285824 members 
Mstep: Class 7 contains 71895 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8739 members 
Mstep: Class 10 contains 143196 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 52506 members 
Mstep: Class 13 contains 7514 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51275 members 
Mstep: Class 16 contains 29513 members 
Mstep: Class 17 contains 60274 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 20680 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29397 members 
Mstep: Class 24 contains 5801 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226304.000000 Penalty: 88451.726562
Iteration 104Q: 27 clusters Score -1.222263e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 28702 members 
Mstep: Class 3 contains 46905 members 
Mstep: Class 4 contains 17793 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285808 members 
Mstep: Class 7 contains 71995 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8743 members 
Mstep: Class 10 contains 143188 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 52501 members 
Mstep: Class 13 contains 7505 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51272 members 
Mstep: Class 16 contains 29492 members 
Mstep: Class 17 contains 60049 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 20848 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29410 members 
Mstep: Class 24 contains 5806 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226104.000000 Penalty: 88451.726562
Iteration 105Q: 27 clusters Score -1.222261e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 28704 members 
Mstep: Class 3 contains 46906 members 
Mstep: Class 4 contains 17789 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285773 members 
Mstep: Class 7 contains 72086 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8743 members 
Mstep: Class 10 contains 143191 members 
Mstep: Class 11 contains 8057 members 
Mstep: Class 12 contains 52497 members 
Mstep: Class 13 contains 7506 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51272 members 
Mstep: Class 16 contains 29475 members 
Mstep: Class 17 contains 59813 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 21021 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29422 members 
Mstep: Class 24 contains 5808 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226104.000000 Penalty: 88451.726562
Iteration 106Q: 27 clusters Score -1.222261e+08 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 28706 members 
Mstep: Class 3 contains 46908 members 
Mstep: Class 4 contains 17774 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285763 members 
Mstep: Class 7 contains 72168 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8743 members 
Mstep: Class 10 contains 143184 members 
Mstep: Class 11 contains 8058 members 
Mstep: Class 12 contains 52496 members 
Mstep: Class 13 contains 7499 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51272 members 
Mstep: Class 16 contains 29461 members 
Mstep: Class 17 contains 59586 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 21183 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29439 members 
Mstep: Class 24 contains 5809 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226024.000000 Penalty: 88451.726562
Iteration 107Q: 27 clusters Score -1.22226e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 28708 members 
Mstep: Class 3 contains 46919 members 
Mstep: Class 4 contains 17755 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285752 members 
Mstep: Class 7 contains 72260 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8742 members 
Mstep: Class 10 contains 143174 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 52488 members 
Mstep: Class 13 contains 7495 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51271 members 
Mstep: Class 16 contains 29449 members 
Mstep: Class 17 contains 59367 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 21334 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29454 members 
Mstep: Class 24 contains 5812 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225912.000000 Penalty: 88451.726562
Iteration 108Q: 27 clusters Score -1.222259e+08 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 28707 members 
Mstep: Class 3 contains 46924 members 
Mstep: Class 4 contains 17738 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285746 members 
Mstep: Class 7 contains 72350 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8744 members 
Mstep: Class 10 contains 143155 members 
Mstep: Class 11 contains 8062 members 
Mstep: Class 12 contains 52479 members 
Mstep: Class 13 contains 7492 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51269 members 
Mstep: Class 16 contains 29437 members 
Mstep: Class 17 contains 59157 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 21475 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29473 members 
Mstep: Class 24 contains 5816 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225864.000000 Penalty: 88451.726562
Iteration 109Q: 27 clusters Score -1.222259e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 28706 members 
Mstep: Class 3 contains 46924 members 
Mstep: Class 4 contains 17731 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285718 members 
Mstep: Class 7 contains 72454 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8744 members 
Mstep: Class 10 contains 143161 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 52469 members 
Mstep: Class 13 contains 7486 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51272 members 
Mstep: Class 16 contains 29427 members 
Mstep: Class 17 contains 58956 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 21606 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29476 members 
Mstep: Class 24 contains 5822 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225744.000000 Penalty: 88451.726562
Iteration 110Q: 27 clusters Score -1.222257e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 28705 members 
Mstep: Class 3 contains 46923 members 
Mstep: Class 4 contains 17719 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285703 members 
Mstep: Class 7 contains 72559 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 143158 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 52455 members 
Mstep: Class 13 contains 7484 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51272 members 
Mstep: Class 16 contains 29413 members 
Mstep: Class 17 contains 58750 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 21743 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29483 members 
Mstep: Class 24 contains 5831 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225784.000000 Penalty: 88451.726562
Iteration 111Q: 27 clusters Score -1.222258e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 28706 members 
Mstep: Class 3 contains 46923 members 
Mstep: Class 4 contains 17711 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285697 members 
Mstep: Class 7 contains 72661 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8747 members 
Mstep: Class 10 contains 143155 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 52444 members 
Mstep: Class 13 contains 7484 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51274 members 
Mstep: Class 16 contains 29397 members 
Mstep: Class 17 contains 58552 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 21864 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29485 members 
Mstep: Class 24 contains 5838 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15948 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 27 clusters Score -1.222258e+08 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 28706 members 
Mstep: Class 3 contains 46913 members 
Mstep: Class 4 contains 17706 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285671 members 
Mstep: Class 7 contains 72761 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8750 members 
Mstep: Class 10 contains 143153 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 52442 members 
Mstep: Class 13 contains 7480 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51276 members 
Mstep: Class 16 contains 29383 members 
Mstep: Class 17 contains 58378 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 21974 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29489 members 
Mstep: Class 24 contains 5841 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225776.000000 Penalty: 88451.726562
Iteration 113Q: 27 clusters Score -1.222258e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 28704 members 
Mstep: Class 3 contains 46902 members 
Mstep: Class 4 contains 17703 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285632 members 
Mstep: Class 7 contains 72855 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 143140 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 52440 members 
Mstep: Class 13 contains 7475 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51279 members 
Mstep: Class 16 contains 29373 members 
Mstep: Class 17 contains 58216 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 22102 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29495 members 
Mstep: Class 24 contains 5843 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226144.000000 Penalty: 88451.726562
Iteration 114Q: 27 clusters Score -1.222261e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 28704 members 
Mstep: Class 3 contains 46905 members 
Mstep: Class 4 contains 17700 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285600 members 
Mstep: Class 7 contains 72938 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8753 members 
Mstep: Class 10 contains 143131 members 
Mstep: Class 11 contains 8062 members 
Mstep: Class 12 contains 52437 members 
Mstep: Class 13 contains 7470 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51278 members 
Mstep: Class 16 contains 29358 members 
Mstep: Class 17 contains 58044 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 22243 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29499 members 
Mstep: Class 24 contains 5847 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226144.000000 Penalty: 88451.726562
Iteration 115Q: 27 clusters Score -1.222261e+08 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 28705 members 
Mstep: Class 3 contains 46902 members 
Mstep: Class 4 contains 17697 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285581 members 
Mstep: Class 7 contains 73017 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 143116 members 
Mstep: Class 11 contains 8063 members 
Mstep: Class 12 contains 52436 members 
Mstep: Class 13 contains 7466 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51278 members 
Mstep: Class 16 contains 29345 members 
Mstep: Class 17 contains 57885 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 22375 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29502 members 
Mstep: Class 24 contains 5849 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226208.000000 Penalty: 88451.726562
Iteration 116Q: 27 clusters Score -1.222262e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 28706 members 
Mstep: Class 3 contains 46905 members 
Mstep: Class 4 contains 17693 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285575 members 
Mstep: Class 7 contains 73085 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8753 members 
Mstep: Class 10 contains 143102 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 52435 members 
Mstep: Class 13 contains 7457 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51280 members 
Mstep: Class 16 contains 29332 members 
Mstep: Class 17 contains 57737 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 22493 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29504 members 
Mstep: Class 24 contains 5852 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226200.000000 Penalty: 88451.726562
Iteration 117Q: 27 clusters Score -1.222262e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 28707 members 
Mstep: Class 3 contains 46908 members 
Mstep: Class 4 contains 17690 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 285552 members 
Mstep: Class 7 contains 73161 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8755 members 
Mstep: Class 10 contains 143094 members 
Mstep: Class 11 contains 8062 members 
Mstep: Class 12 contains 52435 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51281 members 
Mstep: Class 16 contains 29318 members 
Mstep: Class 17 contains 57584 members 
Mstep: Class 18 contains 2794 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 22616 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29505 members 
Mstep: Class 24 contains 5855 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 15999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226424.000000 Penalty: 88451.726562
Iteration 118Q: 27 clusters Score -1.222264e+08 nChanged 354
Entering ConstructFrom: 
Score: -122226424.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (15111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Entering Unmasked Estep 
Score: -2105401.500000 Penalty: 2386.548340
	Iteration 0F: 2 clusters Score -2105402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -2094440.875000 Penalty: 4773.096680
	Iteration 0F: 3 clusters Score -2094441 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2097861.500000 Penalty: 4773.096680
	Iteration 1F: 3 clusters Score -2097862 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2098217.750000 Penalty: 4773.096680
	Iteration 2F: 3 clusters Score -2098218 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -2098485.750000 Penalty: 4773.096680
	Iteration 3Q: 3 clusters Score -2098486 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2098702.750000 Penalty: 4773.096680
	Iteration 4Q: 3 clusters Score -2098703 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2098878.750000 Penalty: 4773.096680
	Iteration 5Q: 3 clusters Score -2098879 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -2099035.000000 Penalty: 4773.096680
	Iteration 6Q: 3 clusters Score -2099035 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2099181.000000 Penalty: 4773.096680
	Iteration 7Q: 3 clusters Score -2099181 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2099341.500000 Penalty: 4773.096680
	Iteration 8Q: 3 clusters Score -2099342 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2099501.250000 Penalty: 4773.096680
	Iteration 9Q: 3 clusters Score -2099501 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2099662.000000 Penalty: 4773.096680
	Iteration 10Q: 3 clusters Score -2099662 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -2099832.500000 Penalty: 4773.096680
	Iteration 11Q: 3 clusters Score -2099832 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -2100032.750000 Penalty: 4773.096680
	Iteration 12Q: 3 clusters Score -2100033 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2100258.250000 Penalty: 4773.096680
	Iteration 13Q: 3 clusters Score -2100258 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2100532.250000 Penalty: 4773.096680
	Iteration 14Q: 3 clusters Score -2100532 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2100873.500000 Penalty: 4773.096680
	Iteration 15Q: 3 clusters Score -2100874 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -2101205.500000 Penalty: 4773.096680
	Iteration 16Q: 3 clusters Score -2101206 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2101569.750000 Penalty: 4773.096680
	Iteration 17Q: 3 clusters Score -2101570 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2101911.250000 Penalty: 4773.096680
	Iteration 18Q: 3 clusters Score -2101911 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2102205.750000 Penalty: 4773.096680
	Iteration 19Q: 3 clusters Score -2102206 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2102422.750000 Penalty: 4773.096680
	Iteration 20F: 3 clusters Score -2102423 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2102597.750000 Penalty: 4773.096680
	Iteration 21Q: 3 clusters Score -2102598 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2102739.750000 Penalty: 4773.096680
	Iteration 22Q: 3 clusters Score -2102740 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2102841.250000 Penalty: 4773.096680
	Iteration 23Q: 3 clusters Score -2102841 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -2102940.750000 Penalty: 4773.096680
	Iteration 24Q: 3 clusters Score -2102941 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2103019.750000 Penalty: 4773.096680
	Iteration 25Q: 3 clusters Score -2103020 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2103075.750000 Penalty: 4773.096680
	Iteration 26Q: 3 clusters Score -2103076 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2103140.500000 Penalty: 4773.096680
	Iteration 27Q: 3 clusters Score -2103140 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2103205.000000 Penalty: 4773.096680
	Iteration 28Q: 3 clusters Score -2103205 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2103252.750000 Penalty: 4773.096680
	Iteration 29Q: 3 clusters Score -2103253 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2103287.250000 Penalty: 4773.096680
	Iteration 30Q: 3 clusters Score -2103287 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2103332.000000 Penalty: 4773.096680
	Iteration 31Q: 3 clusters Score -2103332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2103358.750000 Penalty: 4773.096680
	Iteration 32Q: 3 clusters Score -2103359 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2103389.250000 Penalty: 4773.096680
	Iteration 33Q: 3 clusters Score -2103389 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -2103416.500000 Penalty: 4773.096680
	Iteration 34Q: 3 clusters Score -2103416 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2103444.250000 Penalty: 4773.096680
	Iteration 35Q: 3 clusters Score -2103444 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2103471.500000 Penalty: 4773.096680
	Iteration 36Q: 3 clusters Score -2103472 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2103488.250000 Penalty: 4773.096680
	Iteration 37Q: 3 clusters Score -2103488 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2103507.500000 Penalty: 4773.096680
	Iteration 38Q: 3 clusters Score -2103508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2103521.250000 Penalty: 4773.096680
	Iteration 39Q: 3 clusters Score -2103521 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2103540.750000 Penalty: 4773.096680
	Iteration 40F: 3 clusters Score -2103541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -2103555.000000 Penalty: 4773.096680
	Iteration 41Q: 3 clusters Score -2103555 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -2103560.750000 Penalty: 4773.096680
	Iteration 42Q: 3 clusters Score -2103561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -2103566.000000 Penalty: 4773.096680
	Iteration 43Q: 3 clusters Score -2103566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2103575.500000 Penalty: 4773.096680
	Iteration 44Q: 3 clusters Score -2103576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -2103578.750000 Penalty: 4773.096680
	Iteration 45Q: 3 clusters Score -2103579 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2103587.750000 Penalty: 4773.096680
	Iteration 46Q: 3 clusters Score -2103588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2103591.500000 Penalty: 4773.096680
	Iteration 47Q: 3 clusters Score -2103592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2103597.000000 Penalty: 4773.096680
	Iteration 48Q: 3 clusters Score -2103597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2103601.500000 Penalty: 4773.096680
	Iteration 49Q: 3 clusters Score -2103602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2103603.500000 Penalty: 4773.096680
	Iteration 50Q: 3 clusters Score -2103604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2103602.000000 Penalty: 4773.096680
	Iteration 51Q: 3 clusters Score -2103602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2103610.500000 Penalty: 4773.096680
	Iteration 52Q: 3 clusters Score -2103610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2103615.500000 Penalty: 4773.096680
	Iteration 53Q: 3 clusters Score -2103616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2103615.000000 Penalty: 4773.096680
	Iteration 54Q: 3 clusters Score -2103615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2103618.000000 Penalty: 4773.096680
	Iteration 55Q: 3 clusters Score -2103618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -2103620.250000 Penalty: 4773.096680
	Iteration 56Q: 3 clusters Score -2103620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2103623.750000 Penalty: 4773.096680
	Iteration 57Q: 3 clusters Score -2103624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2103623.750000 Penalty: 4773.096680
	Iteration 58Q: 3 clusters Score -2103624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2103632.500000 Penalty: 4773.096680
	Iteration 59Q: 3 clusters Score -2103632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2103632.750000 Penalty: 4773.096680
	Iteration 60F: 3 clusters Score -2103633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2103635.500000 Penalty: 4773.096680
	Iteration 61Q: 3 clusters Score -2103636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -2103638.250000 Penalty: 4773.096680
	Iteration 62Q: 3 clusters Score -2103638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2103641.250000 Penalty: 4773.096680
	Iteration 63Q: 3 clusters Score -2103641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2103646.250000 Penalty: 4773.096680
	Iteration 64Q: 3 clusters Score -2103646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2103650.000000 Penalty: 4773.096680
	Iteration 65Q: 3 clusters Score -2103650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2103648.000000 Penalty: 4773.096680
	Iteration 66Q: 3 clusters Score -2103648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2103649.250000 Penalty: 4773.096680
	Iteration 67Q: 3 clusters Score -2103649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2103646.750000 Penalty: 4773.096680
	Iteration 68Q: 3 clusters Score -2103647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2103647.500000 Penalty: 4773.096680
	Iteration 69Q: 3 clusters Score -2103648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2103651.500000 Penalty: 4773.096680
	Iteration 70Q: 3 clusters Score -2103652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2103650.500000 Penalty: 4773.096680
	Iteration 71Q: 3 clusters Score -2103650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -2103654.250000 Penalty: 4773.096680
	Iteration 72Q: 3 clusters Score -2103654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -2103652.750000 Penalty: 4773.096680
	Iteration 73Q: 3 clusters Score -2103653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2103655.000000 Penalty: 4773.096680
	Iteration 74Q: 3 clusters Score -2103655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -2103654.000000 Penalty: 4773.096680
	Iteration 75Q: 3 clusters Score -2103654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -2103654.250000 Penalty: 4773.096680
	Iteration 76Q: 3 clusters Score -2103654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2103655.500000 Penalty: 4773.096680
	Iteration 77Q: 3 clusters Score -2103656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2103656.250000 Penalty: 4773.096680
	Iteration 78Q: 3 clusters Score -2103656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2103660.250000 Penalty: 4773.096680
	Iteration 79Q: 3 clusters Score -2103660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -2103662.750000 Penalty: 4773.096680
	Iteration 80F: 3 clusters Score -2103663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2103665.000000 Penalty: 4773.096680
	Iteration 81Q: 3 clusters Score -2103665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2103664.000000 Penalty: 4773.096680
	Iteration 82Q: 3 clusters Score -2103664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2103665.750000 Penalty: 4773.096680
	Iteration 83Q: 3 clusters Score -2103666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2103665.500000 Penalty: 4773.096680
	Iteration 84Q: 3 clusters Score -2103666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2103665.500000 Penalty: 4773.096680
	Iteration 85F: 3 clusters Score -2103666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Entering Unmasked Estep 
Score: -3878283.750000 Penalty: 2545.702881
	Iteration 0F: 2 clusters Score -3878284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -3858564.500000 Penalty: 5091.405762
	Iteration 0F: 3 clusters Score -3858564 nChanged 12843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -3865497.500000 Penalty: 5091.405762
	Iteration 1F: 3 clusters Score -3865498 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -3866075.250000 Penalty: 5091.405762
	Iteration 2F: 3 clusters Score -3866075 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -3866744.250000 Penalty: 5091.405762
	Iteration 3F: 3 clusters Score -3866744 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3867687.500000 Penalty: 5091.405762
	Iteration 4F: 3 clusters Score -3867688 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3868981.250000 Penalty: 5091.405762
	Iteration 5F: 3 clusters Score -3868981 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -3870708.750000 Penalty: 5091.405762
	Iteration 6F: 3 clusters Score -3870709 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -3872519.500000 Penalty: 5091.405762
	Iteration 7F: 3 clusters Score -3872520 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -3873969.250000 Penalty: 5091.405762
	Iteration 8F: 3 clusters Score -3873969 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3874913.250000 Penalty: 5091.405762
	Iteration 9Q: 3 clusters Score -3874913 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3875438.000000 Penalty: 5091.405762
	Iteration 10Q: 3 clusters Score -3875438 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 27839 members 
Entering Unmasked Estep 
Score: -3875731.500000 Penalty: 5091.405762
	Iteration 11Q: 3 clusters Score -3875732 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3875870.500000 Penalty: 5091.405762
	Iteration 12Q: 3 clusters Score -3875870 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3875964.500000 Penalty: 5091.405762
	Iteration 13Q: 3 clusters Score -3875964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -3876004.500000 Penalty: 5091.405762
	Iteration 14Q: 3 clusters Score -3876004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3876021.000000 Penalty: 5091.405762
	Iteration 15Q: 3 clusters Score -3876021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -3876044.500000 Penalty: 5091.405762
	Iteration 16Q: 3 clusters Score -3876044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -3876050.750000 Penalty: 5091.405762
	Iteration 17Q: 3 clusters Score -3876051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -3876071.750000 Penalty: 5091.405762
	Iteration 18Q: 3 clusters Score -3876072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -3876084.250000 Penalty: 5091.405762
	Iteration 19Q: 3 clusters Score -3876084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3876084.250000 Penalty: 5091.405762
	Iteration 20F: 3 clusters Score -3876084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3876081.250000 Penalty: 5091.405762
	Iteration 21Q: 3 clusters Score -3876081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3876088.250000 Penalty: 5091.405762
	Iteration 22Q: 3 clusters Score -3876088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -3876088.750000 Penalty: 5091.405762
	Iteration 23Q: 3 clusters Score -3876089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28227 members 
Entering Unmasked Estep 
Score: -3876089.500000 Penalty: 5091.405762
	Iteration 24Q: 3 clusters Score -3876090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -3876088.750000 Penalty: 5091.405762
	Iteration 25Q: 3 clusters Score -3876089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3876095.000000 Penalty: 5091.405762
	Iteration 26Q: 3 clusters Score -3876095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3876097.250000 Penalty: 5091.405762
	Iteration 27Q: 3 clusters Score -3876097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3876100.500000 Penalty: 5091.405762
	Iteration 28Q: 3 clusters Score -3876100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3876100.500000 Penalty: 5091.405762
	Iteration 29F: 3 clusters Score -3876100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Entering Unmasked Estep 
Score: -6448846.000000 Penalty: 2667.510986
	Iteration 0F: 2 clusters Score -6448846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -6417038.500000 Penalty: 5335.021973
	Iteration 0F: 3 clusters Score -6417038 nChanged 21582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -6429286.000000 Penalty: 5335.021973
	Iteration 1F: 3 clusters Score -6429286 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -6429892.000000 Penalty: 5335.021973
	Iteration 2Q: 3 clusters Score -6429892 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -6430412.000000 Penalty: 5335.021973
	Iteration 3Q: 3 clusters Score -6430412 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -6430954.000000 Penalty: 5335.021973
	Iteration 4Q: 3 clusters Score -6430954 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -6431590.000000 Penalty: 5335.021973
	Iteration 5Q: 3 clusters Score -6431590 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -6432478.000000 Penalty: 5335.021973
	Iteration 6Q: 3 clusters Score -6432478 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -6433779.500000 Penalty: 5335.021973
	Iteration 7Q: 3 clusters Score -6433780 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -6435620.000000 Penalty: 5335.021973
	Iteration 8F: 3 clusters Score -6435620 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -6437914.000000 Penalty: 5335.021973
	Iteration 9F: 3 clusters Score -6437914 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -6440562.000000 Penalty: 5335.021973
	Iteration 10F: 3 clusters Score -6440562 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -6442951.500000 Penalty: 5335.021973
	Iteration 11F: 3 clusters Score -6442952 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -6444586.500000 Penalty: 5335.021973
	Iteration 12Q: 3 clusters Score -6444586 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6445514.000000 Penalty: 5335.021973
	Iteration 13Q: 3 clusters Score -6445514 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -6446023.000000 Penalty: 5335.021973
	Iteration 14Q: 3 clusters Score -6446023 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6446276.000000 Penalty: 5335.021973
	Iteration 15Q: 3 clusters Score -6446276 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6446418.000000 Penalty: 5335.021973
	Iteration 16Q: 3 clusters Score -6446418 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -6446496.500000 Penalty: 5335.021973
	Iteration 17Q: 3 clusters Score -6446496 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6446553.500000 Penalty: 5335.021973
	Iteration 18Q: 3 clusters Score -6446554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6446608.000000 Penalty: 5335.021973
	Iteration 19Q: 3 clusters Score -6446608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6446629.000000 Penalty: 5335.021973
	Iteration 20F: 3 clusters Score -6446629 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6446651.500000 Penalty: 5335.021973
	Iteration 21Q: 3 clusters Score -6446652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6446675.000000 Penalty: 5335.021973
	Iteration 22Q: 3 clusters Score -6446675 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46098 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6446700.000000 Penalty: 5335.021973
	Iteration 23Q: 3 clusters Score -6446700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46104 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6446713.000000 Penalty: 5335.021973
	Iteration 24Q: 3 clusters Score -6446713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6446714.500000 Penalty: 5335.021973
	Iteration 25Q: 3 clusters Score -6446714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6446736.000000 Penalty: 5335.021973
	Iteration 26Q: 3 clusters Score -6446736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6446733.500000 Penalty: 5335.021973
	Iteration 27Q: 3 clusters Score -6446734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -6446733.000000 Penalty: 5335.021973
	Iteration 28Q: 3 clusters Score -6446733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -6446737.500000 Penalty: 5335.021973
	Iteration 29Q: 3 clusters Score -6446738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -6446745.000000 Penalty: 5335.021973
	Iteration 30Q: 3 clusters Score -6446745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6446741.000000 Penalty: 5335.021973
	Iteration 31Q: 3 clusters Score -6446741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6446754.500000 Penalty: 5335.021973
	Iteration 32Q: 3 clusters Score -6446754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -6446762.000000 Penalty: 5335.021973
	Iteration 33Q: 3 clusters Score -6446762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6446756.000000 Penalty: 5335.021973
	Iteration 34Q: 3 clusters Score -6446756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6446759.500000 Penalty: 5335.021973
	Iteration 35Q: 3 clusters Score -6446760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6446756.500000 Penalty: 5335.021973
	Iteration 36Q: 3 clusters Score -6446756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6446755.500000 Penalty: 5335.021973
	Iteration 37Q: 3 clusters Score -6446756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6446755.500000 Penalty: 5335.021973
	Iteration 38F: 3 clusters Score -6446756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Entering Unmasked Estep 
Score: -2413146.250000 Penalty: 2425.641113
	Iteration 0F: 2 clusters Score -2413146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -2400573.250000 Penalty: 4851.282227
	Iteration 0F: 3 clusters Score -2400573 nChanged 7739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2404704.500000 Penalty: 4851.282227
	Iteration 1F: 3 clusters Score -2404704 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2405088.500000 Penalty: 4851.282227
	Iteration 2F: 3 clusters Score -2405088 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2405386.000000 Penalty: 4851.282227
	Iteration 3Q: 3 clusters Score -2405386 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2405647.500000 Penalty: 4851.282227
	Iteration 4Q: 3 clusters Score -2405648 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -2405882.500000 Penalty: 4851.282227
	Iteration 5Q: 3 clusters Score -2405882 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2406119.500000 Penalty: 4851.282227
	Iteration 6Q: 3 clusters Score -2406120 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -2406354.500000 Penalty: 4851.282227
	Iteration 7Q: 3 clusters Score -2406354 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -2406622.750000 Penalty: 4851.282227
	Iteration 8Q: 3 clusters Score -2406623 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2406987.000000 Penalty: 4851.282227
	Iteration 9Q: 3 clusters Score -2406987 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -2407442.750000 Penalty: 4851.282227
	Iteration 10Q: 3 clusters Score -2407443 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2407909.000000 Penalty: 4851.282227
	Iteration 11Q: 3 clusters Score -2407909 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2408441.250000 Penalty: 4851.282227
	Iteration 12Q: 3 clusters Score -2408441 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2409007.750000 Penalty: 4851.282227
	Iteration 13Q: 3 clusters Score -2409008 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2409511.000000 Penalty: 4851.282227
	Iteration 14Q: 3 clusters Score -2409511 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2409931.000000 Penalty: 4851.282227
	Iteration 15Q: 3 clusters Score -2409931 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2410270.000000 Penalty: 4851.282227
	Iteration 16Q: 3 clusters Score -2410270 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2410533.000000 Penalty: 4851.282227
	Iteration 17Q: 3 clusters Score -2410533 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -2410711.250000 Penalty: 4851.282227
	Iteration 18Q: 3 clusters Score -2410711 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2410837.250000 Penalty: 4851.282227
	Iteration 19Q: 3 clusters Score -2410837 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2410890.500000 Penalty: 4851.282227
	Iteration 20F: 3 clusters Score -2410890 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2410923.000000 Penalty: 4851.282227
	Iteration 21Q: 3 clusters Score -2410923 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2410944.750000 Penalty: 4851.282227
	Iteration 22Q: 3 clusters Score -2410945 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2410957.750000 Penalty: 4851.282227
	Iteration 23Q: 3 clusters Score -2410958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2410967.000000 Penalty: 4851.282227
	Iteration 24Q: 3 clusters Score -2410967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2410976.750000 Penalty: 4851.282227
	Iteration 25Q: 3 clusters Score -2410977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2410986.250000 Penalty: 4851.282227
	Iteration 26Q: 3 clusters Score -2410986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2410988.250000 Penalty: 4851.282227
	Iteration 27Q: 3 clusters Score -2410988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2410989.500000 Penalty: 4851.282227
	Iteration 28Q: 3 clusters Score -2410990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2410991.750000 Penalty: 4851.282227
	Iteration 29Q: 3 clusters Score -2410992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2410992.750000 Penalty: 4851.282227
	Iteration 30Q: 3 clusters Score -2410993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2410995.500000 Penalty: 4851.282227
	Iteration 31Q: 3 clusters Score -2410996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2410995.500000 Penalty: 4851.282227
	Iteration 32F: 3 clusters Score -2410996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -196826.687500 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -196826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -194638.453125 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -194638.5 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -195865.062500 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -195865.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -196784.265625 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -196784.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -197251.843750 Penalty: 3633.927002
	Iteration 3F: 3 clusters Score -197251.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -197469.812500 Penalty: 3633.927002
	Iteration 4Q: 3 clusters Score -197469.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -197565.437500 Penalty: 3633.927002
	Iteration 5Q: 3 clusters Score -197565.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -197639.625000 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -197639.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -197726.546875 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -197726.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -197784.250000 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -197784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -197811.328125 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -197811.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -197828.671875 Penalty: 3633.927002
	Iteration 10Q: 3 clusters Score -197828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -197828.671875 Penalty: 3633.927002
	Iteration 11F: 3 clusters Score -197828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 28708 members 
Mstep: Class 3 contains 46915 members 
Mstep: Class 4 contains 17691 members 
Mstep: Class 5 contains 1174 members 
Mstep: Class 6 contains 285525 members 
Mstep: Class 7 contains 73230 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 143083 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 52430 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51283 members 
Mstep: Class 16 contains 29303 members 
Mstep: Class 17 contains 57409 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 22762 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29504 members 
Mstep: Class 24 contains 5859 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16005 members 
Mstep: Class 27 contains 346 members 
Entering Unmasked Estep 
Score: -122225944.000000 Penalty: 91853.718750
Splitting cluster 5 changes total score from -122226424.000000 to -122225944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (285525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285525 members 
Entering Unmasked Estep 
Score: -39826848.000000 Penalty: 3115.397217
	Iteration 0F: 2 clusters Score -3.982685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142431 members 
Mstep: Class 2 contains 143094 members 
Entering Unmasked Estep 
Score: -39677044.000000 Penalty: 6230.794434
	Iteration 0F: 3 clusters Score -3.967704e+07 nChanged 138324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138553 members 
Mstep: Class 2 contains 146972 members 
Entering Unmasked Estep 
Score: -39758996.000000 Penalty: 6230.794434
	Iteration 1F: 3 clusters Score -3.9759e+07 nChanged 7827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136264 members 
Mstep: Class 2 contains 149261 members 
Entering Unmasked Estep 
Score: -39760804.000000 Penalty: 6230.794434
	Iteration 2Q: 3 clusters Score -3.97608e+07 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132731 members 
Mstep: Class 2 contains 152794 members 
Entering Unmasked Estep 
Score: -39763700.000000 Penalty: 6230.794434
	Iteration 3Q: 3 clusters Score -3.97637e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127389 members 
Mstep: Class 2 contains 158136 members 
Entering Unmasked Estep 
Score: -39767884.000000 Penalty: 6230.794434
	Iteration 4Q: 3 clusters Score -3.976788e+07 nChanged 13414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119391 members 
Mstep: Class 2 contains 166134 members 
Entering Unmasked Estep 
Score: -39774956.000000 Penalty: 6230.794434
	Iteration 5Q: 3 clusters Score -3.977496e+07 nChanged 16064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108215 members 
Mstep: Class 2 contains 177310 members 
Entering Unmasked Estep 
Score: -39785424.000000 Penalty: 6230.794434
	Iteration 6F: 3 clusters Score -3.978542e+07 nChanged 18273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93642 members 
Mstep: Class 2 contains 191883 members 
Entering Unmasked Estep 
Score: -39798888.000000 Penalty: 6230.794434
	Iteration 7F: 3 clusters Score -3.979889e+07 nChanged 19248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76764 members 
Mstep: Class 2 contains 208761 members 
Entering Unmasked Estep 
Score: -39813588.000000 Penalty: 6230.794434
	Iteration 8F: 3 clusters Score -3.981359e+07 nChanged 18464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 226029 members 
Entering Unmasked Estep 
Score: -39827080.000000 Penalty: 6230.794434
	Iteration 9F: 3 clusters Score -3.982708e+07 nChanged 15959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 241410 members 
Entering Unmasked Estep 
Score: -39835396.000000 Penalty: 6230.794434
	Iteration 10F: 3 clusters Score -3.98354e+07 nChanged 12106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 253208 members 
Entering Unmasked Estep 
Score: -39837904.000000 Penalty: 6230.794434
	Iteration 11Q: 3 clusters Score -3.98379e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 261393 members 
Entering Unmasked Estep 
Score: -39836492.000000 Penalty: 6230.794434
	Iteration 12Q: 3 clusters Score -3.983649e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 266815 members 
Entering Unmasked Estep 
Score: -39835476.000000 Penalty: 6230.794434
	Iteration 13Q: 3 clusters Score -3.983548e+07 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 270499 members 
Entering Unmasked Estep 
Score: -39833720.000000 Penalty: 6230.794434
	Iteration 14Q: 3 clusters Score -3.983372e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 273035 members 
Entering Unmasked Estep 
Score: -39832448.000000 Penalty: 6230.794434
	Iteration 15Q: 3 clusters Score -3.983245e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 274847 members 
Entering Unmasked Estep 
Score: -39831624.000000 Penalty: 6230.794434
	Iteration 16Q: 3 clusters Score -3.983162e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 276177 members 
Entering Unmasked Estep 
Score: -39830872.000000 Penalty: 6230.794434
	Iteration 17Q: 3 clusters Score -3.983087e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 277169 members 
Entering Unmasked Estep 
Score: -39830156.000000 Penalty: 6230.794434
	Iteration 18Q: 3 clusters Score -3.983016e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 277966 members 
Entering Unmasked Estep 
Score: -39829576.000000 Penalty: 6230.794434
	Iteration 19Q: 3 clusters Score -3.982958e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 278573 members 
Entering Unmasked Estep 
Score: -39829164.000000 Penalty: 6230.794434
	Iteration 20F: 3 clusters Score -3.982916e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 279093 members 
Entering Unmasked Estep 
Score: -39829016.000000 Penalty: 6230.794434
	Iteration 21Q: 3 clusters Score -3.982902e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 279475 members 
Entering Unmasked Estep 
Score: -39828780.000000 Penalty: 6230.794434
	Iteration 22Q: 3 clusters Score -3.982878e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 279787 members 
Entering Unmasked Estep 
Score: -39828584.000000 Penalty: 6230.794434
	Iteration 23Q: 3 clusters Score -3.982858e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 280037 members 
Entering Unmasked Estep 
Score: -39828448.000000 Penalty: 6230.794434
	Iteration 24Q: 3 clusters Score -3.982845e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 280258 members 
Entering Unmasked Estep 
Score: -39828372.000000 Penalty: 6230.794434
	Iteration 25Q: 3 clusters Score -3.982837e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 280424 members 
Entering Unmasked Estep 
Score: -39828316.000000 Penalty: 6230.794434
	Iteration 26Q: 3 clusters Score -3.982832e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 280571 members 
Entering Unmasked Estep 
Score: -39828276.000000 Penalty: 6230.794434
	Iteration 27Q: 3 clusters Score -3.982828e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 280712 members 
Entering Unmasked Estep 
Score: -39828220.000000 Penalty: 6230.794434
	Iteration 28Q: 3 clusters Score -3.982822e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 280828 members 
Entering Unmasked Estep 
Score: -39828184.000000 Penalty: 6230.794434
	Iteration 29Q: 3 clusters Score -3.982818e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 280932 members 
Entering Unmasked Estep 
Score: -39828108.000000 Penalty: 6230.794434
	Iteration 30Q: 3 clusters Score -3.982811e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 281013 members 
Entering Unmasked Estep 
Score: -39828076.000000 Penalty: 6230.794434
	Iteration 31Q: 3 clusters Score -3.982808e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 281098 members 
Entering Unmasked Estep 
Score: -39828096.000000 Penalty: 6230.794434
	Iteration 32Q: 3 clusters Score -3.98281e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 281175 members 
Entering Unmasked Estep 
Score: -39828040.000000 Penalty: 6230.794434
	Iteration 33Q: 3 clusters Score -3.982804e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 281230 members 
Entering Unmasked Estep 
Score: -39827996.000000 Penalty: 6230.794434
	Iteration 34Q: 3 clusters Score -3.9828e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 281279 members 
Entering Unmasked Estep 
Score: -39827964.000000 Penalty: 6230.794434
	Iteration 35Q: 3 clusters Score -3.982796e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 281307 members 
Entering Unmasked Estep 
Score: -39828000.000000 Penalty: 6230.794434
	Iteration 36Q: 3 clusters Score -3.9828e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 281337 members 
Entering Unmasked Estep 
Score: -39827984.000000 Penalty: 6230.794434
	Iteration 37Q: 3 clusters Score -3.982798e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 281373 members 
Entering Unmasked Estep 
Score: -39827976.000000 Penalty: 6230.794434
	Iteration 38Q: 3 clusters Score -3.982798e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 281400 members 
Entering Unmasked Estep 
Score: -39827980.000000 Penalty: 6230.794434
	Iteration 39Q: 3 clusters Score -3.982798e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 281420 members 
Entering Unmasked Estep 
Score: -39827944.000000 Penalty: 6230.794434
	Iteration 40F: 3 clusters Score -3.982794e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 281442 members 
Entering Unmasked Estep 
Score: -39827948.000000 Penalty: 6230.794434
	Iteration 41Q: 3 clusters Score -3.982795e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 281471 members 
Entering Unmasked Estep 
Score: -39827952.000000 Penalty: 6230.794434
	Iteration 42Q: 3 clusters Score -3.982795e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 281501 members 
Entering Unmasked Estep 
Score: -39827896.000000 Penalty: 6230.794434
	Iteration 43Q: 3 clusters Score -3.98279e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 281529 members 
Entering Unmasked Estep 
Score: -39827896.000000 Penalty: 6230.794434
	Iteration 44Q: 3 clusters Score -3.98279e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 281548 members 
Entering Unmasked Estep 
Score: -39827884.000000 Penalty: 6230.794434
	Iteration 45Q: 3 clusters Score -3.982788e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 281567 members 
Entering Unmasked Estep 
Score: -39827884.000000 Penalty: 6230.794434
	Iteration 46Q: 3 clusters Score -3.982788e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 281588 members 
Entering Unmasked Estep 
Score: -39827896.000000 Penalty: 6230.794434
	Iteration 47Q: 3 clusters Score -3.98279e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 281610 members 
Entering Unmasked Estep 
Score: -39827888.000000 Penalty: 6230.794434
	Iteration 48Q: 3 clusters Score -3.982789e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 281633 members 
Entering Unmasked Estep 
Score: -39827892.000000 Penalty: 6230.794434
	Iteration 49Q: 3 clusters Score -3.982789e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 281656 members 
Entering Unmasked Estep 
Score: -39827924.000000 Penalty: 6230.794434
	Iteration 50Q: 3 clusters Score -3.982792e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 281688 members 
Entering Unmasked Estep 
Score: -39827924.000000 Penalty: 6230.794434
	Iteration 51Q: 3 clusters Score -3.982792e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 281721 members 
Entering Unmasked Estep 
Score: -39827936.000000 Penalty: 6230.794434
	Iteration 52Q: 3 clusters Score -3.982794e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 281742 members 
Entering Unmasked Estep 
Score: -39827900.000000 Penalty: 6230.794434
	Iteration 53Q: 3 clusters Score -3.98279e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 281766 members 
Entering Unmasked Estep 
Score: -39827896.000000 Penalty: 6230.794434
	Iteration 54Q: 3 clusters Score -3.98279e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 281780 members 
Entering Unmasked Estep 
Score: -39827872.000000 Penalty: 6230.794434
	Iteration 55Q: 3 clusters Score -3.982787e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 281803 members 
Entering Unmasked Estep 
Score: -39827888.000000 Penalty: 6230.794434
	Iteration 56Q: 3 clusters Score -3.982789e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 281833 members 
Entering Unmasked Estep 
Score: -39827812.000000 Penalty: 6230.794434
	Iteration 57Q: 3 clusters Score -3.982781e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 281853 members 
Entering Unmasked Estep 
Score: -39827820.000000 Penalty: 6230.794434
	Iteration 58Q: 3 clusters Score -3.982782e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 281879 members 
Entering Unmasked Estep 
Score: -39827816.000000 Penalty: 6230.794434
	Iteration 59Q: 3 clusters Score -3.982782e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 281893 members 
Entering Unmasked Estep 
Score: -39827812.000000 Penalty: 6230.794434
	Iteration 60F: 3 clusters Score -3.982781e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 281915 members 
Entering Unmasked Estep 
Score: -39827772.000000 Penalty: 6230.794434
	Iteration 61Q: 3 clusters Score -3.982777e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 281934 members 
Entering Unmasked Estep 
Score: -39827784.000000 Penalty: 6230.794434
	Iteration 62Q: 3 clusters Score -3.982778e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 281946 members 
Entering Unmasked Estep 
Score: -39827800.000000 Penalty: 6230.794434
	Iteration 63Q: 3 clusters Score -3.98278e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 281971 members 
Entering Unmasked Estep 
Score: -39827796.000000 Penalty: 6230.794434
	Iteration 64Q: 3 clusters Score -3.98278e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 281994 members 
Entering Unmasked Estep 
Score: -39827824.000000 Penalty: 6230.794434
	Iteration 65Q: 3 clusters Score -3.982782e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 282013 members 
Entering Unmasked Estep 
Score: -39827788.000000 Penalty: 6230.794434
	Iteration 66Q: 3 clusters Score -3.982779e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 282039 members 
Entering Unmasked Estep 
Score: -39827844.000000 Penalty: 6230.794434
	Iteration 67Q: 3 clusters Score -3.982784e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 282053 members 
Entering Unmasked Estep 
Score: -39827828.000000 Penalty: 6230.794434
	Iteration 68Q: 3 clusters Score -3.982783e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 282080 members 
Entering Unmasked Estep 
Score: -39827748.000000 Penalty: 6230.794434
	Iteration 69Q: 3 clusters Score -3.982775e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 282111 members 
Entering Unmasked Estep 
Score: -39827720.000000 Penalty: 6230.794434
	Iteration 70Q: 3 clusters Score -3.982772e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 282133 members 
Entering Unmasked Estep 
Score: -39827720.000000 Penalty: 6230.794434
	Iteration 71Q: 3 clusters Score -3.982772e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 282153 members 
Entering Unmasked Estep 
Score: -39827656.000000 Penalty: 6230.794434
	Iteration 72Q: 3 clusters Score -3.982766e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 282168 members 
Entering Unmasked Estep 
Score: -39827616.000000 Penalty: 6230.794434
	Iteration 73Q: 3 clusters Score -3.982762e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 282193 members 
Entering Unmasked Estep 
Score: -39827612.000000 Penalty: 6230.794434
	Iteration 74Q: 3 clusters Score -3.982761e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 282203 members 
Entering Unmasked Estep 
Score: -39827628.000000 Penalty: 6230.794434
	Iteration 75Q: 3 clusters Score -3.982763e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 282213 members 
Entering Unmasked Estep 
Score: -39827628.000000 Penalty: 6230.794434
	Iteration 76Q: 3 clusters Score -3.982763e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 282223 members 
Entering Unmasked Estep 
Score: -39827612.000000 Penalty: 6230.794434
	Iteration 77Q: 3 clusters Score -3.982761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 282231 members 
Entering Unmasked Estep 
Score: -39827640.000000 Penalty: 6230.794434
	Iteration 78Q: 3 clusters Score -3.982764e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 282236 members 
Entering Unmasked Estep 
Score: -39827644.000000 Penalty: 6230.794434
	Iteration 79Q: 3 clusters Score -3.982764e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 282246 members 
Entering Unmasked Estep 
Score: -39827628.000000 Penalty: 6230.794434
	Iteration 80F: 3 clusters Score -3.982763e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 282253 members 
Entering Unmasked Estep 
Score: -39827628.000000 Penalty: 6230.794434
	Iteration 81Q: 3 clusters Score -3.982763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 282259 members 
Entering Unmasked Estep 
Score: -39827604.000000 Penalty: 6230.794434
	Iteration 82Q: 3 clusters Score -3.98276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 282260 members 
Entering Unmasked Estep 
Score: -39827616.000000 Penalty: 6230.794434
	Iteration 83Q: 3 clusters Score -3.982762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 282260 members 
Entering Unmasked Estep 
Score: -39827600.000000 Penalty: 6230.794434
	Iteration 84Q: 3 clusters Score -3.98276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 282259 members 
Entering Unmasked Estep 
Score: -39827608.000000 Penalty: 6230.794434
	Iteration 85Q: 3 clusters Score -3.982761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 282258 members 
Entering Unmasked Estep 
Score: -39827596.000000 Penalty: 6230.794434
	Iteration 86Q: 3 clusters Score -3.98276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 282258 members 
Entering Unmasked Estep 
Score: -39827596.000000 Penalty: 6230.794434
	Iteration 87F: 3 clusters Score -3.98276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 28708 members 
Mstep: Class 3 contains 46915 members 
Mstep: Class 4 contains 17691 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 73230 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 143083 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 52430 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51283 members 
Mstep: Class 16 contains 29303 members 
Mstep: Class 17 contains 57409 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 22762 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29504 members 
Mstep: Class 24 contains 5859 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16005 members 
Mstep: Class 27 contains 282258 members 
Entering Unmasked Estep 
Score: -122226864.000000 Penalty: 91853.718750
Splitting cluster 6 changes total score from -122226424.000000 to -122226864.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 7 (73230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Entering Unmasked Estep 
Score: -10176636.000000 Penalty: 2777.937500
	Iteration 0F: 2 clusters Score -1.017664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -10127534.000000 Penalty: 5555.875000
	Iteration 0F: 3 clusters Score -1.012753e+07 nChanged 34285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -10146895.000000 Penalty: 5555.875000
	Iteration 1F: 3 clusters Score -1.01469e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34385 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -10147578.000000 Penalty: 5555.875000
	Iteration 2Q: 3 clusters Score -1.014758e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -10148491.000000 Penalty: 5555.875000
	Iteration 3Q: 3 clusters Score -1.014849e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -10149672.000000 Penalty: 5555.875000
	Iteration 4Q: 3 clusters Score -1.014967e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -10151011.000000 Penalty: 5555.875000
	Iteration 5Q: 3 clusters Score -1.015101e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -10153125.000000 Penalty: 5555.875000
	Iteration 6F: 3 clusters Score -1.015312e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 51610 members 
Entering Unmasked Estep 
Score: -10156150.000000 Penalty: 5555.875000
	Iteration 7F: 3 clusters Score -1.015615e+07 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 56483 members 
Entering Unmasked Estep 
Score: -10159948.000000 Penalty: 5555.875000
	Iteration 8F: 3 clusters Score -1.015995e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -10164173.000000 Penalty: 5555.875000
	Iteration 9F: 3 clusters Score -1.016417e+07 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -10168056.000000 Penalty: 5555.875000
	Iteration 10F: 3 clusters Score -1.016806e+07 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 68763 members 
Entering Unmasked Estep 
Score: -10170832.000000 Penalty: 5555.875000
	Iteration 11Q: 3 clusters Score -1.017083e+07 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -10172588.000000 Penalty: 5555.875000
	Iteration 12Q: 3 clusters Score -1.017259e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 71862 members 
Entering Unmasked Estep 
Score: -10173546.000000 Penalty: 5555.875000
	Iteration 13Q: 3 clusters Score -1.017355e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 72382 members 
Entering Unmasked Estep 
Score: -10173971.000000 Penalty: 5555.875000
	Iteration 14Q: 3 clusters Score -1.017397e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 72595 members 
Entering Unmasked Estep 
Score: -10174154.000000 Penalty: 5555.875000
	Iteration 15Q: 3 clusters Score -1.017415e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 72689 members 
Entering Unmasked Estep 
Score: -10174280.000000 Penalty: 5555.875000
	Iteration 16Q: 3 clusters Score -1.017428e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 72744 members 
Entering Unmasked Estep 
Score: -10174343.000000 Penalty: 5555.875000
	Iteration 17Q: 3 clusters Score -1.017434e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 72769 members 
Entering Unmasked Estep 
Score: -10174397.000000 Penalty: 5555.875000
	Iteration 18Q: 3 clusters Score -1.01744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 72783 members 
Entering Unmasked Estep 
Score: -10174416.000000 Penalty: 5555.875000
	Iteration 19Q: 3 clusters Score -1.017442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 72800 members 
Entering Unmasked Estep 
Score: -10174431.000000 Penalty: 5555.875000
	Iteration 20F: 3 clusters Score -1.017443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 72811 members 
Entering Unmasked Estep 
Score: -10174443.000000 Penalty: 5555.875000
	Iteration 21Q: 3 clusters Score -1.017444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -10174465.000000 Penalty: 5555.875000
	Iteration 22Q: 3 clusters Score -1.017446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 72819 members 
Entering Unmasked Estep 
Score: -10174466.000000 Penalty: 5555.875000
	Iteration 23Q: 3 clusters Score -1.017447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -10174476.000000 Penalty: 5555.875000
	Iteration 24Q: 3 clusters Score -1.017448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 72822 members 
Entering Unmasked Estep 
Score: -10174477.000000 Penalty: 5555.875000
	Iteration 25Q: 3 clusters Score -1.017448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 72825 members 
Entering Unmasked Estep 
Score: -10174484.000000 Penalty: 5555.875000
	Iteration 26Q: 3 clusters Score -1.017448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 72826 members 
Entering Unmasked Estep 
Score: -10174490.000000 Penalty: 5555.875000
	Iteration 27Q: 3 clusters Score -1.017449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -10174492.000000 Penalty: 5555.875000
	Iteration 28Q: 3 clusters Score -1.017449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 72830 members 
Entering Unmasked Estep 
Score: -10174490.000000 Penalty: 5555.875000
	Iteration 29Q: 3 clusters Score -1.017449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 72831 members 
Entering Unmasked Estep 
Score: -10174483.000000 Penalty: 5555.875000
	Iteration 30Q: 3 clusters Score -1.017448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 72829 members 
Entering Unmasked Estep 
Score: -10174480.000000 Penalty: 5555.875000
	Iteration 31Q: 3 clusters Score -1.017448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -10174488.000000 Penalty: 5555.875000
	Iteration 32Q: 3 clusters Score -1.017449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 72827 members 
Entering Unmasked Estep 
Score: -10174483.000000 Penalty: 5555.875000
	Iteration 33Q: 3 clusters Score -1.017448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 72827 members 
Entering Unmasked Estep 
Score: -10174483.000000 Penalty: 5555.875000
	Iteration 34F: 3 clusters Score -1.017448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -62251.355469 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -62251.36 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 225 members 
Entering Unmasked Estep 
Score: -60803.277344 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -60803.28 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -60951.070312 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -60951.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60993.605469 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -60993.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -61019.406250 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -61019.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61029.867188 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -61029.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61040.839844 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -61040.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61045.558594 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -61045.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61045.558594 Penalty: 3051.755371
	Iteration 7F: 3 clusters Score -61045.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Entering Unmasked Estep 
Score: -1186122.375000 Penalty: 2251.161865
	Iteration 0F: 2 clusters Score -1186122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1179250.375000 Penalty: 4502.323730
	Iteration 0F: 3 clusters Score -1179250 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1181162.000000 Penalty: 4502.323730
	Iteration 1F: 3 clusters Score -1181162 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1181468.500000 Penalty: 4502.323730
	Iteration 2F: 3 clusters Score -1181468 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1181664.750000 Penalty: 4502.323730
	Iteration 3F: 3 clusters Score -1181665 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1181797.875000 Penalty: 4502.323730
	Iteration 4Q: 3 clusters Score -1181798 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1181906.750000 Penalty: 4502.323730
	Iteration 5Q: 3 clusters Score -1181907 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1181988.375000 Penalty: 4502.323730
	Iteration 6Q: 3 clusters Score -1181988 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1182066.500000 Penalty: 4502.323730
	Iteration 7Q: 3 clusters Score -1182066 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1182118.000000 Penalty: 4502.323730
	Iteration 8Q: 3 clusters Score -1182118 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1182177.875000 Penalty: 4502.323730
	Iteration 9Q: 3 clusters Score -1182178 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1182241.250000 Penalty: 4502.323730
	Iteration 10Q: 3 clusters Score -1182241 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1182312.125000 Penalty: 4502.323730
	Iteration 11Q: 3 clusters Score -1182312 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1182377.875000 Penalty: 4502.323730
	Iteration 12Q: 3 clusters Score -1182378 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1182458.500000 Penalty: 4502.323730
	Iteration 13Q: 3 clusters Score -1182458 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1182547.375000 Penalty: 4502.323730
	Iteration 14Q: 3 clusters Score -1182547 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1182628.000000 Penalty: 4502.323730
	Iteration 15Q: 3 clusters Score -1182628 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1182718.500000 Penalty: 4502.323730
	Iteration 16Q: 3 clusters Score -1182718 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1182820.750000 Penalty: 4502.323730
	Iteration 17Q: 3 clusters Score -1182821 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1182922.375000 Penalty: 4502.323730
	Iteration 18Q: 3 clusters Score -1182922 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1183042.875000 Penalty: 4502.323730
	Iteration 19Q: 3 clusters Score -1183043 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1183182.875000 Penalty: 4502.323730
	Iteration 20F: 3 clusters Score -1183183 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1183321.750000 Penalty: 4502.323730
	Iteration 21Q: 3 clusters Score -1183322 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1183458.000000 Penalty: 4502.323730
	Iteration 22Q: 3 clusters Score -1183458 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -1183603.625000 Penalty: 4502.323730
	Iteration 23Q: 3 clusters Score -1183604 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1183739.875000 Penalty: 4502.323730
	Iteration 24Q: 3 clusters Score -1183740 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1183850.125000 Penalty: 4502.323730
	Iteration 25Q: 3 clusters Score -1183850 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1183946.750000 Penalty: 4502.323730
	Iteration 26Q: 3 clusters Score -1183947 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1184024.625000 Penalty: 4502.323730
	Iteration 27Q: 3 clusters Score -1184025 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1184096.125000 Penalty: 4502.323730
	Iteration 28Q: 3 clusters Score -1184096 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1184136.000000 Penalty: 4502.323730
	Iteration 29Q: 3 clusters Score -1184136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1184165.375000 Penalty: 4502.323730
	Iteration 30Q: 3 clusters Score -1184165 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1184178.625000 Penalty: 4502.323730
	Iteration 31Q: 3 clusters Score -1184179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1184197.250000 Penalty: 4502.323730
	Iteration 32Q: 3 clusters Score -1184197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1184213.750000 Penalty: 4502.323730
	Iteration 33Q: 3 clusters Score -1184214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1184223.625000 Penalty: 4502.323730
	Iteration 34Q: 3 clusters Score -1184224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1184233.500000 Penalty: 4502.323730
	Iteration 35Q: 3 clusters Score -1184234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1184241.875000 Penalty: 4502.323730
	Iteration 36Q: 3 clusters Score -1184242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1184248.500000 Penalty: 4502.323730
	Iteration 37Q: 3 clusters Score -1184248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1184255.875000 Penalty: 4502.323730
	Iteration 38Q: 3 clusters Score -1184256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1184260.875000 Penalty: 4502.323730
	Iteration 39Q: 3 clusters Score -1184261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1184260.250000 Penalty: 4502.323730
	Iteration 40F: 3 clusters Score -1184260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143083 members 
Entering Unmasked Estep 
Score: -19619916.000000 Penalty: 2944.052734
	Iteration 0F: 2 clusters Score -1.961992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 71249 members 
Entering Unmasked Estep 
Score: -19525702.000000 Penalty: 5888.105469
	Iteration 0F: 3 clusters Score -1.95257e+07 nChanged 68400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -19565746.000000 Penalty: 5888.105469
	Iteration 1F: 3 clusters Score -1.956575e+07 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -19567376.000000 Penalty: 5888.105469
	Iteration 2Q: 3 clusters Score -1.956738e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85327 members 
Mstep: Class 2 contains 57756 members 
Entering Unmasked Estep 
Score: -19569634.000000 Penalty: 5888.105469
	Iteration 3Q: 3 clusters Score -1.956963e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92452 members 
Mstep: Class 2 contains 50631 members 
Entering Unmasked Estep 
Score: -19574020.000000 Penalty: 5888.105469
	Iteration 4F: 3 clusters Score -1.957402e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102206 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -19581458.000000 Penalty: 5888.105469
	Iteration 5F: 3 clusters Score -1.958146e+07 nChanged 11986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113692 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -19591724.000000 Penalty: 5888.105469
	Iteration 6F: 3 clusters Score -1.959172e+07 nChanged 11386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124796 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -19602496.000000 Penalty: 5888.105469
	Iteration 7F: 3 clusters Score -1.96025e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133182 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -19610082.000000 Penalty: 5888.105469
	Iteration 8F: 3 clusters Score -1.961008e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138053 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -19613954.000000 Penalty: 5888.105469
	Iteration 9Q: 3 clusters Score -1.961395e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140464 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -19615978.000000 Penalty: 5888.105469
	Iteration 10Q: 3 clusters Score -1.961598e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141497 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -19616810.000000 Penalty: 5888.105469
	Iteration 11Q: 3 clusters Score -1.961681e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141944 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -19617160.000000 Penalty: 5888.105469
	Iteration 12Q: 3 clusters Score -1.961716e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142156 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -19617320.000000 Penalty: 5888.105469
	Iteration 13Q: 3 clusters Score -1.961732e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142237 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -19617418.000000 Penalty: 5888.105469
	Iteration 14Q: 3 clusters Score -1.961742e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142289 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -19617466.000000 Penalty: 5888.105469
	Iteration 15Q: 3 clusters Score -1.961747e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142326 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -19617478.000000 Penalty: 5888.105469
	Iteration 16Q: 3 clusters Score -1.961748e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142351 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -19617540.000000 Penalty: 5888.105469
	Iteration 17Q: 3 clusters Score -1.961754e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142353 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -19617548.000000 Penalty: 5888.105469
	Iteration 18Q: 3 clusters Score -1.961755e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142360 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -19617552.000000 Penalty: 5888.105469
	Iteration 19Q: 3 clusters Score -1.961755e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142367 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -19617562.000000 Penalty: 5888.105469
	Iteration 20F: 3 clusters Score -1.961756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142370 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -19617574.000000 Penalty: 5888.105469
	Iteration 21Q: 3 clusters Score -1.961757e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142373 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -19617572.000000 Penalty: 5888.105469
	Iteration 22Q: 3 clusters Score -1.961757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142374 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -19617588.000000 Penalty: 5888.105469
	Iteration 23Q: 3 clusters Score -1.961759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142376 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -19617574.000000 Penalty: 5888.105469
	Iteration 24Q: 3 clusters Score -1.961757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142377 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -19617574.000000 Penalty: 5888.105469
	Iteration 25Q: 3 clusters Score -1.961757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142377 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -19617574.000000 Penalty: 5888.105469
	Iteration 26F: 3 clusters Score -1.961757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Entering Unmasked Estep 
Score: -1113386.750000 Penalty: 2230.800781
	Iteration 0F: 2 clusters Score -1113387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1106949.750000 Penalty: 4461.601562
	Iteration 0F: 3 clusters Score -1106950 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1108759.000000 Penalty: 4461.601562
	Iteration 1F: 3 clusters Score -1108759 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1109159.375000 Penalty: 4461.601562
	Iteration 2F: 3 clusters Score -1109159 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1109613.000000 Penalty: 4461.601562
	Iteration 3F: 3 clusters Score -1109613 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1110124.750000 Penalty: 4461.601562
	Iteration 4F: 3 clusters Score -1110125 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1110741.875000 Penalty: 4461.601562
	Iteration 5F: 3 clusters Score -1110742 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1111334.000000 Penalty: 4461.601562
	Iteration 6F: 3 clusters Score -1111334 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1111811.750000 Penalty: 4461.601562
	Iteration 7F: 3 clusters Score -1111812 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1112174.375000 Penalty: 4461.601562
	Iteration 8Q: 3 clusters Score -1112174 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1112427.625000 Penalty: 4461.601562
	Iteration 9Q: 3 clusters Score -1112428 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1112543.625000 Penalty: 4461.601562
	Iteration 10Q: 3 clusters Score -1112544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1112587.500000 Penalty: 4461.601562
	Iteration 11Q: 3 clusters Score -1112588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1112612.500000 Penalty: 4461.601562
	Iteration 12Q: 3 clusters Score -1112612 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1112635.750000 Penalty: 4461.601562
	Iteration 13Q: 3 clusters Score -1112636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1112650.375000 Penalty: 4461.601562
	Iteration 14Q: 3 clusters Score -1112650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1112657.875000 Penalty: 4461.601562
	Iteration 15Q: 3 clusters Score -1112658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1112663.125000 Penalty: 4461.601562
	Iteration 16Q: 3 clusters Score -1112663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1112672.250000 Penalty: 4461.601562
	Iteration 17Q: 3 clusters Score -1112672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1112678.375000 Penalty: 4461.601562
	Iteration 18Q: 3 clusters Score -1112678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1112685.500000 Penalty: 4461.601562
	Iteration 19Q: 3 clusters Score -1112686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1112692.750000 Penalty: 4461.601562
	Iteration 20F: 3 clusters Score -1112693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1112699.750000 Penalty: 4461.601562
	Iteration 21Q: 3 clusters Score -1112700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1112707.375000 Penalty: 4461.601562
	Iteration 22Q: 3 clusters Score -1112707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1112709.750000 Penalty: 4461.601562
	Iteration 23Q: 3 clusters Score -1112710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1112710.625000 Penalty: 4461.601562
	Iteration 24Q: 3 clusters Score -1112711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1112710.500000 Penalty: 4461.601562
	Iteration 25Q: 3 clusters Score -1112710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1112711.000000 Penalty: 4461.601562
	Iteration 26Q: 3 clusters Score -1112711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1112711.000000 Penalty: 4461.601562
	Iteration 27F: 3 clusters Score -1112711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52430 members 
Entering Unmasked Estep 
Score: -7230734.000000 Penalty: 2695.073975
	Iteration 0F: 2 clusters Score -7230734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -7195523.000000 Penalty: 5390.147949
	Iteration 0F: 3 clusters Score -7195523 nChanged 24428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -7209027.000000 Penalty: 5390.147949
	Iteration 1F: 3 clusters Score -7209027 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -7209640.000000 Penalty: 5390.147949
	Iteration 2Q: 3 clusters Score -7209640 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -7210509.500000 Penalty: 5390.147949
	Iteration 3Q: 3 clusters Score -7210510 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -7211879.000000 Penalty: 5390.147949
	Iteration 4F: 3 clusters Score -7211879 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -7214062.000000 Penalty: 5390.147949
	Iteration 5F: 3 clusters Score -7214062 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -7216983.000000 Penalty: 5390.147949
	Iteration 6F: 3 clusters Score -7216983 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -7219824.500000 Penalty: 5390.147949
	Iteration 7F: 3 clusters Score -7219824 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -7221861.000000 Penalty: 5390.147949
	Iteration 8F: 3 clusters Score -7221861 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -7223084.500000 Penalty: 5390.147949
	Iteration 9Q: 3 clusters Score -7223084 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -7223794.000000 Penalty: 5390.147949
	Iteration 10Q: 3 clusters Score -7223794 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -7224205.000000 Penalty: 5390.147949
	Iteration 11Q: 3 clusters Score -7224205 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -7224467.000000 Penalty: 5390.147949
	Iteration 12Q: 3 clusters Score -7224467 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -7224681.000000 Penalty: 5390.147949
	Iteration 13Q: 3 clusters Score -7224681 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -7224930.500000 Penalty: 5390.147949
	Iteration 14Q: 3 clusters Score -7224930 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -7225168.000000 Penalty: 5390.147949
	Iteration 15Q: 3 clusters Score -7225168 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -7225511.000000 Penalty: 5390.147949
	Iteration 16Q: 3 clusters Score -7225511 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -7225766.500000 Penalty: 5390.147949
	Iteration 17Q: 3 clusters Score -7225766 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -7226104.000000 Penalty: 5390.147949
	Iteration 18Q: 3 clusters Score -7226104 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -7226392.000000 Penalty: 5390.147949
	Iteration 19Q: 3 clusters Score -7226392 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -7226637.500000 Penalty: 5390.147949
	Iteration 20F: 3 clusters Score -7226638 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -7226892.000000 Penalty: 5390.147949
	Iteration 21Q: 3 clusters Score -7226892 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -7227184.500000 Penalty: 5390.147949
	Iteration 22Q: 3 clusters Score -7227184 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -7227421.000000 Penalty: 5390.147949
	Iteration 23Q: 3 clusters Score -7227421 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7227632.500000 Penalty: 5390.147949
	Iteration 24Q: 3 clusters Score -7227632 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7227828.500000 Penalty: 5390.147949
	Iteration 25Q: 3 clusters Score -7227828 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50602 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -7227953.000000 Penalty: 5390.147949
	Iteration 26Q: 3 clusters Score -7227953 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7228067.500000 Penalty: 5390.147949
	Iteration 27Q: 3 clusters Score -7228068 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -7228156.500000 Penalty: 5390.147949
	Iteration 28Q: 3 clusters Score -7228156 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7228230.000000 Penalty: 5390.147949
	Iteration 29Q: 3 clusters Score -7228230 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51265 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -7228290.500000 Penalty: 5390.147949
	Iteration 30Q: 3 clusters Score -7228290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51334 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7228334.500000 Penalty: 5390.147949
	Iteration 31Q: 3 clusters Score -7228334 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7228375.500000 Penalty: 5390.147949
	Iteration 32Q: 3 clusters Score -7228376 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7228412.000000 Penalty: 5390.147949
	Iteration 33Q: 3 clusters Score -7228412 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51472 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7228421.000000 Penalty: 5390.147949
	Iteration 34Q: 3 clusters Score -7228421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7228438.500000 Penalty: 5390.147949
	Iteration 35Q: 3 clusters Score -7228438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7228456.000000 Penalty: 5390.147949
	Iteration 36Q: 3 clusters Score -7228456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7228457.500000 Penalty: 5390.147949
	Iteration 37Q: 3 clusters Score -7228458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7228465.000000 Penalty: 5390.147949
	Iteration 38Q: 3 clusters Score -7228465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51558 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -7228462.500000 Penalty: 5390.147949
	Iteration 39Q: 3 clusters Score -7228462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51570 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7228470.000000 Penalty: 5390.147949
	Iteration 40F: 3 clusters Score -7228470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51579 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7228476.500000 Penalty: 5390.147949
	Iteration 41Q: 3 clusters Score -7228476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7228485.000000 Penalty: 5390.147949
	Iteration 42Q: 3 clusters Score -7228485 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7228490.000000 Penalty: 5390.147949
	Iteration 43Q: 3 clusters Score -7228490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7228498.500000 Penalty: 5390.147949
	Iteration 44Q: 3 clusters Score -7228498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7228504.000000 Penalty: 5390.147949
	Iteration 45Q: 3 clusters Score -7228504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7228500.000000 Penalty: 5390.147949
	Iteration 46Q: 3 clusters Score -7228500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7228510.500000 Penalty: 5390.147949
	Iteration 47Q: 3 clusters Score -7228510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7228514.500000 Penalty: 5390.147949
	Iteration 48Q: 3 clusters Score -7228514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7228511.500000 Penalty: 5390.147949
	Iteration 49Q: 3 clusters Score -7228512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51626 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7228510.000000 Penalty: 5390.147949
	Iteration 50Q: 3 clusters Score -7228510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7228512.500000 Penalty: 5390.147949
	Iteration 51Q: 3 clusters Score -7228512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7228517.500000 Penalty: 5390.147949
	Iteration 52Q: 3 clusters Score -7228518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7228521.500000 Penalty: 5390.147949
	Iteration 53Q: 3 clusters Score -7228522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7228521.500000 Penalty: 5390.147949
	Iteration 54F: 3 clusters Score -7228522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Entering Unmasked Estep 
Score: -954926.812500 Penalty: 2211.127197
	Iteration 0F: 2 clusters Score -954926.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -948961.187500 Penalty: 4422.254395
	Iteration 0F: 3 clusters Score -948961.2 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -950713.187500 Penalty: 4422.254395
	Iteration 1F: 3 clusters Score -950713.2 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -951181.250000 Penalty: 4422.254395
	Iteration 2F: 3 clusters Score -951181.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -951623.625000 Penalty: 4422.254395
	Iteration 3F: 3 clusters Score -951623.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -952063.000000 Penalty: 4422.254395
	Iteration 4F: 3 clusters Score -952063 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -952427.125000 Penalty: 4422.254395
	Iteration 5F: 3 clusters Score -952427.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -952749.375000 Penalty: 4422.254395
	Iteration 6F: 3 clusters Score -952749.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -953032.125000 Penalty: 4422.254395
	Iteration 7Q: 3 clusters Score -953032.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -953276.937500 Penalty: 4422.254395
	Iteration 8Q: 3 clusters Score -953276.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -953522.562500 Penalty: 4422.254395
	Iteration 9Q: 3 clusters Score -953522.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -953731.062500 Penalty: 4422.254395
	Iteration 10Q: 3 clusters Score -953731.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -953865.125000 Penalty: 4422.254395
	Iteration 11Q: 3 clusters Score -953865.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -953941.250000 Penalty: 4422.254395
	Iteration 12Q: 3 clusters Score -953941.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -954001.687500 Penalty: 4422.254395
	Iteration 13Q: 3 clusters Score -954001.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -954042.250000 Penalty: 4422.254395
	Iteration 14Q: 3 clusters Score -954042.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -954055.062500 Penalty: 4422.254395
	Iteration 15Q: 3 clusters Score -954055.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -954114.187500 Penalty: 4422.254395
	Iteration 16Q: 3 clusters Score -954114.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -954141.625000 Penalty: 4422.254395
	Iteration 17Q: 3 clusters Score -954141.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -954186.875000 Penalty: 4422.254395
	Iteration 18Q: 3 clusters Score -954186.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -954240.250000 Penalty: 4422.254395
	Iteration 19Q: 3 clusters Score -954240.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -954250.000000 Penalty: 4422.254395
	Iteration 20F: 3 clusters Score -954250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -954253.875000 Penalty: 4422.254395
	Iteration 21Q: 3 clusters Score -954253.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -954259.750000 Penalty: 4422.254395
	Iteration 22Q: 3 clusters Score -954259.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -954264.312500 Penalty: 4422.254395
	Iteration 23Q: 3 clusters Score -954264.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -954267.437500 Penalty: 4422.254395
	Iteration 24Q: 3 clusters Score -954267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -954269.312500 Penalty: 4422.254395
	Iteration 25Q: 3 clusters Score -954269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -954269.312500 Penalty: 4422.254395
	Iteration 26Q: 3 clusters Score -954269.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -954269.625000 Penalty: 4422.254395
	Iteration 27Q: 3 clusters Score -954269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -954269.312500 Penalty: 4422.254395
	Iteration 28Q: 3 clusters Score -954269.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -954271.750000 Penalty: 4422.254395
	Iteration 29Q: 3 clusters Score -954271.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -954272.937500 Penalty: 4422.254395
	Iteration 30Q: 3 clusters Score -954272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -954273.437500 Penalty: 4422.254395
	Iteration 31Q: 3 clusters Score -954273.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -954276.625000 Penalty: 4422.254395
	Iteration 32Q: 3 clusters Score -954276.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -954277.000000 Penalty: 4422.254395
	Iteration 33Q: 3 clusters Score -954277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -954277.125000 Penalty: 4422.254395
	Iteration 34Q: 3 clusters Score -954277.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -954276.750000 Penalty: 4422.254395
	Iteration 35Q: 3 clusters Score -954276.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -954277.875000 Penalty: 4422.254395
	Iteration 36Q: 3 clusters Score -954277.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -954277.875000 Penalty: 4422.254395
	Iteration 37F: 3 clusters Score -954277.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -79855.039062 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -79855.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -78213.164062 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -78213.16 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -78452.328125 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -78452.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -78575.601562 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -78575.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -78616.273438 Penalty: 3181.887939
	Iteration 3Q: 3 clusters Score -78616.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -78646.960938 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -78646.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -78663.289062 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -78663.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -78668.460938 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -78668.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78671.468750 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -78671.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78672.898438 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -78672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -78674.656250 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -78674.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78675.765625 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -78675.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78676.734375 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -78676.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78676.734375 Penalty: 3181.887939
	Iteration 12F: 3 clusters Score -78676.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Entering Unmasked Estep 
Score: -6885287.500000 Penalty: 2689.588379
	Iteration 0F: 2 clusters Score -6885288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -6850802.500000 Penalty: 5379.176758
	Iteration 0F: 3 clusters Score -6850802 nChanged 23606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -6864152.500000 Penalty: 5379.176758
	Iteration 1F: 3 clusters Score -6864152 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -6865213.500000 Penalty: 5379.176758
	Iteration 2Q: 3 clusters Score -6865214 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -6866928.000000 Penalty: 5379.176758
	Iteration 3F: 3 clusters Score -6866928 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -6869460.000000 Penalty: 5379.176758
	Iteration 4F: 3 clusters Score -6869460 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -6873079.500000 Penalty: 5379.176758
	Iteration 5F: 3 clusters Score -6873080 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -6877015.500000 Penalty: 5379.176758
	Iteration 6F: 3 clusters Score -6877016 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -6880214.500000 Penalty: 5379.176758
	Iteration 7F: 3 clusters Score -6880214 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -6882259.500000 Penalty: 5379.176758
	Iteration 8Q: 3 clusters Score -6882260 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -6883627.500000 Penalty: 5379.176758
	Iteration 9Q: 3 clusters Score -6883628 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -6884472.500000 Penalty: 5379.176758
	Iteration 10Q: 3 clusters Score -6884472 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45240 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -6884899.000000 Penalty: 5379.176758
	Iteration 11Q: 3 clusters Score -6884899 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -6885120.500000 Penalty: 5379.176758
	Iteration 12Q: 3 clusters Score -6885120 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -6885273.000000 Penalty: 5379.176758
	Iteration 13Q: 3 clusters Score -6885273 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46243 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -6885390.000000 Penalty: 5379.176758
	Iteration 14Q: 3 clusters Score -6885390 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -6885433.500000 Penalty: 5379.176758
	Iteration 15Q: 3 clusters Score -6885434 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -6885449.000000 Penalty: 5379.176758
	Iteration 16Q: 3 clusters Score -6885449 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -6885459.000000 Penalty: 5379.176758
	Iteration 17Q: 3 clusters Score -6885459 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -6885472.500000 Penalty: 5379.176758
	Iteration 18Q: 3 clusters Score -6885472 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -6885487.500000 Penalty: 5379.176758
	Iteration 19Q: 3 clusters Score -6885488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -6885508.000000 Penalty: 5379.176758
	Iteration 20F: 3 clusters Score -6885508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6885531.000000 Penalty: 5379.176758
	Iteration 21Q: 3 clusters Score -6885531 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -6885529.000000 Penalty: 5379.176758
	Iteration 22Q: 3 clusters Score -6885529 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -6885529.500000 Penalty: 5379.176758
	Iteration 23Q: 3 clusters Score -6885530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -6885532.000000 Penalty: 5379.176758
	Iteration 24Q: 3 clusters Score -6885532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -6885535.000000 Penalty: 5379.176758
	Iteration 25Q: 3 clusters Score -6885535 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -6885535.500000 Penalty: 5379.176758
	Iteration 26Q: 3 clusters Score -6885536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -6885541.500000 Penalty: 5379.176758
	Iteration 27Q: 3 clusters Score -6885542 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47281 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -6885547.000000 Penalty: 5379.176758
	Iteration 28Q: 3 clusters Score -6885547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -6885546.000000 Penalty: 5379.176758
	Iteration 29Q: 3 clusters Score -6885546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -6885542.500000 Penalty: 5379.176758
	Iteration 30Q: 3 clusters Score -6885542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -6885546.500000 Penalty: 5379.176758
	Iteration 31Q: 3 clusters Score -6885546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -6885542.000000 Penalty: 5379.176758
	Iteration 32Q: 3 clusters Score -6885542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -6885539.500000 Penalty: 5379.176758
	Iteration 33Q: 3 clusters Score -6885540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -6885547.500000 Penalty: 5379.176758
	Iteration 34Q: 3 clusters Score -6885548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -6885546.000000 Penalty: 5379.176758
	Iteration 35Q: 3 clusters Score -6885546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6885544.000000 Penalty: 5379.176758
	Iteration 36Q: 3 clusters Score -6885544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -6885547.000000 Penalty: 5379.176758
	Iteration 37Q: 3 clusters Score -6885547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -6885545.500000 Penalty: 5379.176758
	Iteration 38Q: 3 clusters Score -6885546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -6885547.000000 Penalty: 5379.176758
	Iteration 39Q: 3 clusters Score -6885547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -6885547.500000 Penalty: 5379.176758
	Iteration 40F: 3 clusters Score -6885548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -6885547.000000 Penalty: 5379.176758
	Iteration 41Q: 3 clusters Score -6885547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -6885552.000000 Penalty: 5379.176758
	Iteration 42Q: 3 clusters Score -6885552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6885553.500000 Penalty: 5379.176758
	Iteration 43Q: 3 clusters Score -6885554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -6885554.500000 Penalty: 5379.176758
	Iteration 44Q: 3 clusters Score -6885554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47473 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -6885556.000000 Penalty: 5379.176758
	Iteration 45Q: 3 clusters Score -6885556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -6885557.000000 Penalty: 5379.176758
	Iteration 46Q: 3 clusters Score -6885557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6885557.500000 Penalty: 5379.176758
	Iteration 47Q: 3 clusters Score -6885558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47476 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6885557.500000 Penalty: 5379.176758
	Iteration 48F: 3 clusters Score -6885558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 28708 members 
Mstep: Class 3 contains 46915 members 
Mstep: Class 4 contains 17691 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 73230 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 143083 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 52430 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 47476 members 
Mstep: Class 16 contains 29303 members 
Mstep: Class 17 contains 57409 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 22762 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29504 members 
Mstep: Class 24 contains 5859 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16005 members 
Mstep: Class 27 contains 282258 members 
Mstep: Class 28 contains 3807 members 
Entering Unmasked Estep 
Score: -122225816.000000 Penalty: 95255.710938
Splitting cluster 15 changes total score from -122226424.000000 to -122225816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (29303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Entering Unmasked Estep 
Score: -3672644.750000 Penalty: 2550.790527
	Iteration 0F: 2 clusters Score -3672645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3652460.250000 Penalty: 5101.581055
	Iteration 0F: 3 clusters Score -3652460 nChanged 13273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -3660323.250000 Penalty: 5101.581055
	Iteration 1F: 3 clusters Score -3660323 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3661609.000000 Penalty: 5101.581055
	Iteration 2F: 3 clusters Score -3661609 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -3663259.000000 Penalty: 5101.581055
	Iteration 3F: 3 clusters Score -3663259 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3665221.250000 Penalty: 5101.581055
	Iteration 4F: 3 clusters Score -3665221 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -3667144.500000 Penalty: 5101.581055
	Iteration 5F: 3 clusters Score -3667144 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3668512.000000 Penalty: 5101.581055
	Iteration 6F: 3 clusters Score -3668512 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3669286.500000 Penalty: 5101.581055
	Iteration 7F: 3 clusters Score -3669286 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3669676.000000 Penalty: 5101.581055
	Iteration 8Q: 3 clusters Score -3669676 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3669855.000000 Penalty: 5101.581055
	Iteration 9Q: 3 clusters Score -3669855 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -3669951.000000 Penalty: 5101.581055
	Iteration 10Q: 3 clusters Score -3669951 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -3669998.750000 Penalty: 5101.581055
	Iteration 11Q: 3 clusters Score -3669999 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3670048.750000 Penalty: 5101.581055
	Iteration 12Q: 3 clusters Score -3670049 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3670082.500000 Penalty: 5101.581055
	Iteration 13Q: 3 clusters Score -3670082 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -3670113.000000 Penalty: 5101.581055
	Iteration 14Q: 3 clusters Score -3670113 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3670131.750000 Penalty: 5101.581055
	Iteration 15Q: 3 clusters Score -3670132 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -3670164.500000 Penalty: 5101.581055
	Iteration 16Q: 3 clusters Score -3670164 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -3670179.500000 Penalty: 5101.581055
	Iteration 17Q: 3 clusters Score -3670180 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3670200.500000 Penalty: 5101.581055
	Iteration 18Q: 3 clusters Score -3670200 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -3670207.750000 Penalty: 5101.581055
	Iteration 19Q: 3 clusters Score -3670208 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -3670235.500000 Penalty: 5101.581055
	Iteration 20F: 3 clusters Score -3670236 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -3670250.500000 Penalty: 5101.581055
	Iteration 21Q: 3 clusters Score -3670250 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3670268.000000 Penalty: 5101.581055
	Iteration 22Q: 3 clusters Score -3670268 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3670282.750000 Penalty: 5101.581055
	Iteration 23Q: 3 clusters Score -3670283 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3670293.250000 Penalty: 5101.581055
	Iteration 24Q: 3 clusters Score -3670293 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -3670314.250000 Penalty: 5101.581055
	Iteration 25Q: 3 clusters Score -3670314 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3670316.750000 Penalty: 5101.581055
	Iteration 26Q: 3 clusters Score -3670317 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3670337.750000 Penalty: 5101.581055
	Iteration 27Q: 3 clusters Score -3670338 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -3670353.750000 Penalty: 5101.581055
	Iteration 28Q: 3 clusters Score -3670354 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3670395.750000 Penalty: 5101.581055
	Iteration 29Q: 3 clusters Score -3670396 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3670449.000000 Penalty: 5101.581055
	Iteration 30Q: 3 clusters Score -3670449 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -3670466.250000 Penalty: 5101.581055
	Iteration 31Q: 3 clusters Score -3670466 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3670492.250000 Penalty: 5101.581055
	Iteration 32Q: 3 clusters Score -3670492 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -3670514.500000 Penalty: 5101.581055
	Iteration 33Q: 3 clusters Score -3670514 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -3670531.250000 Penalty: 5101.581055
	Iteration 34Q: 3 clusters Score -3670531 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3670569.750000 Penalty: 5101.581055
	Iteration 35Q: 3 clusters Score -3670570 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3670588 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -3670645.000000 Penalty: 5101.581055
	Iteration 37Q: 3 clusters Score -3670645 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3670692.500000 Penalty: 5101.581055
	Iteration 38Q: 3 clusters Score -3670692 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -3670746.000000 Penalty: 5101.581055
	Iteration 39Q: 3 clusters Score -3670746 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3670792.500000 Penalty: 5101.581055
	Iteration 40F: 3 clusters Score -3670792 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3670863.750000 Penalty: 5101.581055
	Iteration 41Q: 3 clusters Score -3670864 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -3670919.750000 Penalty: 5101.581055
	Iteration 42Q: 3 clusters Score -3670920 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3670997.250000 Penalty: 5101.581055
	Iteration 43Q: 3 clusters Score -3670997 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3671071.000000 Penalty: 5101.581055
	Iteration 44Q: 3 clusters Score -3671071 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -3671151.750000 Penalty: 5101.581055
	Iteration 45Q: 3 clusters Score -3671152 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -3671198.750000 Penalty: 5101.581055
	Iteration 46Q: 3 clusters Score -3671199 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -3671256.000000 Penalty: 5101.581055
	Iteration 47Q: 3 clusters Score -3671256 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3671313.000000 Penalty: 5101.581055
	Iteration 48Q: 3 clusters Score -3671313 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -3671392.000000 Penalty: 5101.581055
	Iteration 49Q: 3 clusters Score -3671392 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -3671441.250000 Penalty: 5101.581055
	Iteration 50Q: 3 clusters Score -3671441 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -3671470.750000 Penalty: 5101.581055
	Iteration 51Q: 3 clusters Score -3671471 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3671509.000000 Penalty: 5101.581055
	Iteration 52Q: 3 clusters Score -3671509 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -3671546.250000 Penalty: 5101.581055
	Iteration 53Q: 3 clusters Score -3671546 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3671571.750000 Penalty: 5101.581055
	Iteration 54Q: 3 clusters Score -3671572 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3671586.000000 Penalty: 5101.581055
	Iteration 55Q: 3 clusters Score -3671586 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -3671596.750000 Penalty: 5101.581055
	Iteration 56Q: 3 clusters Score -3671597 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3671606.750000 Penalty: 5101.581055
	Iteration 57Q: 3 clusters Score -3671607 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3671614.250000 Penalty: 5101.581055
	Iteration 58Q: 3 clusters Score -3671614 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3671627.750000 Penalty: 5101.581055
	Iteration 59Q: 3 clusters Score -3671628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3671633.000000 Penalty: 5101.581055
	Iteration 60F: 3 clusters Score -3671633 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3671641.750000 Penalty: 5101.581055
	Iteration 61Q: 3 clusters Score -3671642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -3671646.750000 Penalty: 5101.581055
	Iteration 62Q: 3 clusters Score -3671647 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -3671650.750000 Penalty: 5101.581055
	Iteration 63Q: 3 clusters Score -3671651 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3671662.500000 Penalty: 5101.581055
	Iteration 64Q: 3 clusters Score -3671662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -3671687.000000 Penalty: 5101.581055
	Iteration 65Q: 3 clusters Score -3671687 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3671684.750000 Penalty: 5101.581055
	Iteration 66Q: 3 clusters Score -3671685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3671686.000000 Penalty: 5101.581055
	Iteration 67Q: 3 clusters Score -3671686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3671687.000000 Penalty: 5101.581055
	Iteration 68Q: 3 clusters Score -3671687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3671686.250000 Penalty: 5101.581055
	Iteration 69Q: 3 clusters Score -3671686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3671692.750000 Penalty: 5101.581055
	Iteration 70Q: 3 clusters Score -3671693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3671696.000000 Penalty: 5101.581055
	Iteration 71Q: 3 clusters Score -3671696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26672 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -3671694.500000 Penalty: 5101.581055
	Iteration 72Q: 3 clusters Score -3671694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -3671693.750000 Penalty: 5101.581055
	Iteration 73Q: 3 clusters Score -3671694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3671700.500000 Penalty: 5101.581055
	Iteration 74Q: 3 clusters Score -3671700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3671702.750000 Penalty: 5101.581055
	Iteration 75Q: 3 clusters Score -3671703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3671703.250000 Penalty: 5101.581055
	Iteration 76Q: 3 clusters Score -3671703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3671707.500000 Penalty: 5101.581055
	Iteration 77Q: 3 clusters Score -3671708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3671707.500000 Penalty: 5101.581055
	Iteration 78Q: 3 clusters Score -3671708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3671722.500000 Penalty: 5101.581055
	Iteration 79Q: 3 clusters Score -3671722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3671718.750000 Penalty: 5101.581055
	Iteration 80F: 3 clusters Score -3671719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3671721.000000 Penalty: 5101.581055
	Iteration 81Q: 3 clusters Score -3671721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3671716.250000 Penalty: 5101.581055
	Iteration 82Q: 3 clusters Score -3671716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3671712.000000 Penalty: 5101.581055
	Iteration 83Q: 3 clusters Score -3671712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3671711.000000 Penalty: 5101.581055
	Iteration 84Q: 3 clusters Score -3671711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3671713.500000 Penalty: 5101.581055
	Iteration 85Q: 3 clusters Score -3671714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3671710.750000 Penalty: 5101.581055
	Iteration 86Q: 3 clusters Score -3671711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3671709.000000 Penalty: 5101.581055
	Iteration 87Q: 3 clusters Score -3671709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3671710.750000 Penalty: 5101.581055
	Iteration 88Q: 3 clusters Score -3671711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3671709.500000 Penalty: 5101.581055
	Iteration 89Q: 3 clusters Score -3671710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -3671710.750000 Penalty: 5101.581055
	Iteration 90Q: 3 clusters Score -3671711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -3671715.000000 Penalty: 5101.581055
	Iteration 91Q: 3 clusters Score -3671715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3671715.250000 Penalty: 5101.581055
	Iteration 92Q: 3 clusters Score -3671715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3671713.750000 Penalty: 5101.581055
	Iteration 93Q: 3 clusters Score -3671714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3671713.750000 Penalty: 5101.581055
	Iteration 94F: 3 clusters Score -3671714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (57409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57409 members 
Entering Unmasked Estep 
Score: -7598758.500000 Penalty: 2717.573242
	Iteration 0F: 2 clusters Score -7598758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -7560089.500000 Penalty: 5435.146484
	Iteration 0F: 3 clusters Score -7560090 nChanged 26798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -7575043.500000 Penalty: 5435.146484
	Iteration 1F: 3 clusters Score -7575044 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -7575718.000000 Penalty: 5435.146484
	Iteration 2Q: 3 clusters Score -7575718 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -7576298.500000 Penalty: 5435.146484
	Iteration 3Q: 3 clusters Score -7576298 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -7576969.500000 Penalty: 5435.146484
	Iteration 4Q: 3 clusters Score -7576970 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -7577636.000000 Penalty: 5435.146484
	Iteration 5Q: 3 clusters Score -7577636 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -7578346.000000 Penalty: 5435.146484
	Iteration 6Q: 3 clusters Score -7578346 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -7579308.000000 Penalty: 5435.146484
	Iteration 7Q: 3 clusters Score -7579308 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -7580444.000000 Penalty: 5435.146484
	Iteration 8Q: 3 clusters Score -7580444 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -7581815.500000 Penalty: 5435.146484
	Iteration 9Q: 3 clusters Score -7581816 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -7583525.000000 Penalty: 5435.146484
	Iteration 10Q: 3 clusters Score -7583525 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -7585162.000000 Penalty: 5435.146484
	Iteration 11Q: 3 clusters Score -7585162 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -7586743.000000 Penalty: 5435.146484
	Iteration 12Q: 3 clusters Score -7586743 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -7587939.000000 Penalty: 5435.146484
	Iteration 13Q: 3 clusters Score -7587939 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -7588737.000000 Penalty: 5435.146484
	Iteration 14Q: 3 clusters Score -7588737 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -7589299.500000 Penalty: 5435.146484
	Iteration 15Q: 3 clusters Score -7589300 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 19899 members 
Entering Unmasked Estep 
Score: -7589723.500000 Penalty: 5435.146484
	Iteration 16Q: 3 clusters Score -7589724 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -7590050.500000 Penalty: 5435.146484
	Iteration 17Q: 3 clusters Score -7590050 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -7590294.000000 Penalty: 5435.146484
	Iteration 18Q: 3 clusters Score -7590294 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -7590578.000000 Penalty: 5435.146484
	Iteration 19Q: 3 clusters Score -7590578 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -7590812.000000 Penalty: 5435.146484
	Iteration 20F: 3 clusters Score -7590812 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -7591106.500000 Penalty: 5435.146484
	Iteration 21Q: 3 clusters Score -7591106 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -7591357.500000 Penalty: 5435.146484
	Iteration 22Q: 3 clusters Score -7591358 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -7591676.000000 Penalty: 5435.146484
	Iteration 23Q: 3 clusters Score -7591676 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -7592045.500000 Penalty: 5435.146484
	Iteration 24Q: 3 clusters Score -7592046 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -7592409.500000 Penalty: 5435.146484
	Iteration 25Q: 3 clusters Score -7592410 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -7592823.500000 Penalty: 5435.146484
	Iteration 26Q: 3 clusters Score -7592824 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -7593302.000000 Penalty: 5435.146484
	Iteration 27Q: 3 clusters Score -7593302 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -7593801.000000 Penalty: 5435.146484
	Iteration 28Q: 3 clusters Score -7593801 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -7594349.000000 Penalty: 5435.146484
	Iteration 29Q: 3 clusters Score -7594349 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -7594871.000000 Penalty: 5435.146484
	Iteration 30Q: 3 clusters Score -7594871 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51721 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -7595379.000000 Penalty: 5435.146484
	Iteration 31Q: 3 clusters Score -7595379 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -7595848.000000 Penalty: 5435.146484
	Iteration 32Q: 3 clusters Score -7595848 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53378 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -7596290.500000 Penalty: 5435.146484
	Iteration 33Q: 3 clusters Score -7596290 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -7596626.500000 Penalty: 5435.146484
	Iteration 34Q: 3 clusters Score -7596626 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54444 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -7596867.500000 Penalty: 5435.146484
	Iteration 35Q: 3 clusters Score -7596868 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54798 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -7597062.500000 Penalty: 5435.146484
	Iteration 36Q: 3 clusters Score -7597062 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7597191.500000 Penalty: 5435.146484
	Iteration 37Q: 3 clusters Score -7597192 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7597346.000000 Penalty: 5435.146484
	Iteration 38Q: 3 clusters Score -7597346 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55417 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7597439.500000 Penalty: 5435.146484
	Iteration 39Q: 3 clusters Score -7597440 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7597531.500000 Penalty: 5435.146484
	Iteration 40F: 3 clusters Score -7597532 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7597571.000000 Penalty: 5435.146484
	Iteration 41Q: 3 clusters Score -7597571 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7597615.000000 Penalty: 5435.146484
	Iteration 42Q: 3 clusters Score -7597615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7597642.000000 Penalty: 5435.146484
	Iteration 43Q: 3 clusters Score -7597642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -7597642.000000 Penalty: 5435.146484
	Iteration 44Q: 3 clusters Score -7597642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7597652.500000 Penalty: 5435.146484
	Iteration 45Q: 3 clusters Score -7597652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55826 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7597653.000000 Penalty: 5435.146484
	Iteration 46Q: 3 clusters Score -7597653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -7597646.000000 Penalty: 5435.146484
	Iteration 47Q: 3 clusters Score -7597646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55850 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7597652.000000 Penalty: 5435.146484
	Iteration 48Q: 3 clusters Score -7597652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7597656.000000 Penalty: 5435.146484
	Iteration 49Q: 3 clusters Score -7597656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7597657.500000 Penalty: 5435.146484
	Iteration 50Q: 3 clusters Score -7597658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55853 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7597657.500000 Penalty: 5435.146484
	Iteration 51F: 3 clusters Score -7597658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Entering Unmasked Estep 
Score: -397868.281250 Penalty: 1968.025635
	Iteration 0F: 2 clusters Score -397868.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -394730.281250 Penalty: 3936.051270
	Iteration 0F: 3 clusters Score -394730.3 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -395331.093750 Penalty: 3936.051270
	Iteration 1F: 3 clusters Score -395331.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -395493.625000 Penalty: 3936.051270
	Iteration 2F: 3 clusters Score -395493.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -395575.593750 Penalty: 3936.051270
	Iteration 3Q: 3 clusters Score -395575.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -395620.031250 Penalty: 3936.051270
	Iteration 4Q: 3 clusters Score -395620 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -395654.687500 Penalty: 3936.051270
	Iteration 5Q: 3 clusters Score -395654.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -395677.281250 Penalty: 3936.051270
	Iteration 6Q: 3 clusters Score -395677.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -395694.250000 Penalty: 3936.051270
	Iteration 7Q: 3 clusters Score -395694.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -395707.843750 Penalty: 3936.051270
	Iteration 8Q: 3 clusters Score -395707.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -395714.250000 Penalty: 3936.051270
	Iteration 9Q: 3 clusters Score -395714.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -395722.093750 Penalty: 3936.051270
	Iteration 10Q: 3 clusters Score -395722.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -395725.906250 Penalty: 3936.051270
	Iteration 11Q: 3 clusters Score -395725.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -395728.687500 Penalty: 3936.051270
	Iteration 12Q: 3 clusters Score -395728.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -395730.375000 Penalty: 3936.051270
	Iteration 13Q: 3 clusters Score -395730.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -395731.062500 Penalty: 3936.051270
	Iteration 14Q: 3 clusters Score -395731.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -395732.156250 Penalty: 3936.051270
	Iteration 15Q: 3 clusters Score -395732.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -395735.093750 Penalty: 3936.051270
	Iteration 16Q: 3 clusters Score -395735.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -395736.343750 Penalty: 3936.051270
	Iteration 17Q: 3 clusters Score -395736.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -395740.843750 Penalty: 3936.051270
	Iteration 18Q: 3 clusters Score -395740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -395744.343750 Penalty: 3936.051270
	Iteration 19Q: 3 clusters Score -395744.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -395746.156250 Penalty: 3936.051270
	Iteration 20F: 3 clusters Score -395746.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -395747.437500 Penalty: 3936.051270
	Iteration 21Q: 3 clusters Score -395747.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -395748.093750 Penalty: 3936.051270
	Iteration 22Q: 3 clusters Score -395748.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -395750.093750 Penalty: 3936.051270
	Iteration 23Q: 3 clusters Score -395750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -395750.812500 Penalty: 3936.051270
	Iteration 24Q: 3 clusters Score -395750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -395751.062500 Penalty: 3936.051270
	Iteration 25Q: 3 clusters Score -395751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -395751.062500 Penalty: 3936.051270
	Iteration 26F: 3 clusters Score -395751.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -57223.523438 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -57223.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -55783.101562 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -55783.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -55990.714844 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -55990.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -56065.656250 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -56065.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -56134.015625 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -56134.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -56160.769531 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -56160.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56186.976562 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -56186.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -56220.300781 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -56220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56252.007812 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -56252.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56272.226562 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -56272.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -56279.738281 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -56279.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -56288.453125 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -56288.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -56293.007812 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -56293.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -56298.187500 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -56298.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -56312.738281 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -56312.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56318.140625 Penalty: 3059.088379
	Iteration 14Q: 3 clusters Score -56318.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -56318.140625 Penalty: 3059.088379
	Iteration 15F: 3 clusters Score -56318.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -48468.175781 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -48468.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47166.386719 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -47166.39 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -47865.957031 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -47865.96 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48232.449219 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -48232.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48387.792969 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -48387.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48465.328125 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -48465.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48546.753906 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -48546.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48657.875000 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -48657.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48804.515625 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -48804.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48958.570312 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -48958.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49066.527344 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -49066.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49227.984375 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -49227.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49426.050781 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -49426.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49674.324219 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -49674.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49674.324219 Penalty: 3007.637451
	Iteration 13F: 3 clusters Score -49674.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 28708 members 
Mstep: Class 3 contains 46915 members 
Mstep: Class 4 contains 17691 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 73230 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 143083 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 52430 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51283 members 
Mstep: Class 16 contains 29303 members 
Mstep: Class 17 contains 57409 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 212 members 
Mstep: Class 21 contains 22762 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29504 members 
Mstep: Class 24 contains 5859 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16005 members 
Mstep: Class 27 contains 282258 members 
Mstep: Class 28 contains 218 members 
Entering Unmasked Estep 
Score: -122226208.000000 Penalty: 95255.710938
Splitting cluster 20 changes total score from -122226424.000000 to -122226208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (22762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Entering Unmasked Estep 
Score: -3198558.250000 Penalty: 2488.146240
	Iteration 0F: 2 clusters Score -3198558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -3182710.750000 Penalty: 4976.292480
	Iteration 0F: 3 clusters Score -3182711 nChanged 10091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -3188095.000000 Penalty: 4976.292480
	Iteration 1F: 3 clusters Score -3188095 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3188444.250000 Penalty: 4976.292480
	Iteration 2Q: 3 clusters Score -3188444 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -3188708.500000 Penalty: 4976.292480
	Iteration 3Q: 3 clusters Score -3188708 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -3188910.750000 Penalty: 4976.292480
	Iteration 4Q: 3 clusters Score -3188911 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -3189093.250000 Penalty: 4976.292480
	Iteration 5Q: 3 clusters Score -3189093 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -3189217.250000 Penalty: 4976.292480
	Iteration 6Q: 3 clusters Score -3189217 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3189335.750000 Penalty: 4976.292480
	Iteration 7Q: 3 clusters Score -3189336 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3189468.250000 Penalty: 4976.292480
	Iteration 8Q: 3 clusters Score -3189468 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -3189628.250000 Penalty: 4976.292480
	Iteration 9Q: 3 clusters Score -3189628 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3189828.500000 Penalty: 4976.292480
	Iteration 10Q: 3 clusters Score -3189828 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3190089.500000 Penalty: 4976.292480
	Iteration 11Q: 3 clusters Score -3190090 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3190497.250000 Penalty: 4976.292480
	Iteration 12Q: 3 clusters Score -3190497 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3191049.500000 Penalty: 4976.292480
	Iteration 13Q: 3 clusters Score -3191050 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -3191739.750000 Penalty: 4976.292480
	Iteration 14Q: 3 clusters Score -3191740 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -3192600.750000 Penalty: 4976.292480
	Iteration 15F: 3 clusters Score -3192601 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -3193484.750000 Penalty: 4976.292480
	Iteration 16Q: 3 clusters Score -3193485 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3194265.750000 Penalty: 4976.292480
	Iteration 17Q: 3 clusters Score -3194266 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3194899.500000 Penalty: 4976.292480
	Iteration 18Q: 3 clusters Score -3194900 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3195316.750000 Penalty: 4976.292480
	Iteration 19Q: 3 clusters Score -3195317 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -3195622.750000 Penalty: 4976.292480
	Iteration 20F: 3 clusters Score -3195623 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -3195820.000000 Penalty: 4976.292480
	Iteration 21Q: 3 clusters Score -3195820 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3195976.750000 Penalty: 4976.292480
	Iteration 22Q: 3 clusters Score -3195977 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3196095.000000 Penalty: 4976.292480
	Iteration 23Q: 3 clusters Score -3196095 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3196154.500000 Penalty: 4976.292480
	Iteration 24Q: 3 clusters Score -3196154 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -3196185.750000 Penalty: 4976.292480
	Iteration 25Q: 3 clusters Score -3196186 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -3196205.000000 Penalty: 4976.292480
	Iteration 26Q: 3 clusters Score -3196205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -3196230.750000 Penalty: 4976.292480
	Iteration 27Q: 3 clusters Score -3196231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -3196250.750000 Penalty: 4976.292480
	Iteration 28Q: 3 clusters Score -3196251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -3196266.250000 Penalty: 4976.292480
	Iteration 29Q: 3 clusters Score -3196266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3196283.500000 Penalty: 4976.292480
	Iteration 30Q: 3 clusters Score -3196284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3196289.750000 Penalty: 4976.292480
	Iteration 31Q: 3 clusters Score -3196290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3196297.750000 Penalty: 4976.292480
	Iteration 32Q: 3 clusters Score -3196298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -3196304.750000 Penalty: 4976.292480
	Iteration 33Q: 3 clusters Score -3196305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -3196314.000000 Penalty: 4976.292480
	Iteration 34Q: 3 clusters Score -3196314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -3196318.250000 Penalty: 4976.292480
	Iteration 35Q: 3 clusters Score -3196318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3196321.750000 Penalty: 4976.292480
	Iteration 36Q: 3 clusters Score -3196322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -3196323.000000 Penalty: 4976.292480
	Iteration 37Q: 3 clusters Score -3196323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -3196328.750000 Penalty: 4976.292480
	Iteration 38Q: 3 clusters Score -3196329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3196329.000000 Penalty: 4976.292480
	Iteration 39Q: 3 clusters Score -3196329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3196329.000000 Penalty: 4976.292480
	Iteration 40F: 3 clusters Score -3196329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -152315.703125 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -152315.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -150334.593750 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -150334.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -150670.828125 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -150670.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -150769.062500 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -150769.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -150818.140625 Penalty: 3484.666992
	Iteration 3Q: 3 clusters Score -150818.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -150848.171875 Penalty: 3484.666992
	Iteration 4Q: 3 clusters Score -150848.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -150870.140625 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -150870.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -150886.078125 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -150886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -150894.937500 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -150894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -150902.046875 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -150902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -150904.765625 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -150904.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -150910.218750 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -150910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -150912.187500 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -150912.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -150913.687500 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -150913.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -150913.687500 Penalty: 3484.666992
	Iteration 13F: 3 clusters Score -150913.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Entering Unmasked Estep 
Score: -4027432.750000 Penalty: 2552.485840
	Iteration 0F: 2 clusters Score -4027433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4007376.750000 Penalty: 5104.971680
	Iteration 0F: 3 clusters Score -4007377 nChanged 13226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -4014499.000000 Penalty: 5104.971680
	Iteration 1F: 3 clusters Score -4014499 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -4015035.500000 Penalty: 5104.971680
	Iteration 2Q: 3 clusters Score -4015036 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -4015506.500000 Penalty: 5104.971680
	Iteration 3Q: 3 clusters Score -4015506 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -4015985.500000 Penalty: 5104.971680
	Iteration 4Q: 3 clusters Score -4015986 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -4016482.750000 Penalty: 5104.971680
	Iteration 5Q: 3 clusters Score -4016483 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -4017148.250000 Penalty: 5104.971680
	Iteration 6Q: 3 clusters Score -4017148 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -4017867.000000 Penalty: 5104.971680
	Iteration 7Q: 3 clusters Score -4017867 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -4018643.000000 Penalty: 5104.971680
	Iteration 8F: 3 clusters Score -4018643 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -4019333.500000 Penalty: 5104.971680
	Iteration 9Q: 3 clusters Score -4019334 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -4019882.750000 Penalty: 5104.971680
	Iteration 10Q: 3 clusters Score -4019883 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -4020324.250000 Penalty: 5104.971680
	Iteration 11Q: 3 clusters Score -4020324 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -4020699.750000 Penalty: 5104.971680
	Iteration 12Q: 3 clusters Score -4020700 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -4021027.500000 Penalty: 5104.971680
	Iteration 13Q: 3 clusters Score -4021028 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -4021236.500000 Penalty: 5104.971680
	Iteration 14Q: 3 clusters Score -4021236 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -4021436.000000 Penalty: 5104.971680
	Iteration 15Q: 3 clusters Score -4021436 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -4021588.250000 Penalty: 5104.971680
	Iteration 16Q: 3 clusters Score -4021588 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -4021732.750000 Penalty: 5104.971680
	Iteration 17Q: 3 clusters Score -4021733 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -4021886.750000 Penalty: 5104.971680
	Iteration 18Q: 3 clusters Score -4021887 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -4022038.750000 Penalty: 5104.971680
	Iteration 19Q: 3 clusters Score -4022039 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4022206.750000 Penalty: 5104.971680
	Iteration 20F: 3 clusters Score -4022207 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -4022382.250000 Penalty: 5104.971680
	Iteration 21Q: 3 clusters Score -4022382 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -4022597.750000 Penalty: 5104.971680
	Iteration 22Q: 3 clusters Score -4022598 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -4022807.250000 Penalty: 5104.971680
	Iteration 23Q: 3 clusters Score -4022807 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -4023045.000000 Penalty: 5104.971680
	Iteration 24Q: 3 clusters Score -4023045 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -4023234.000000 Penalty: 5104.971680
	Iteration 25Q: 3 clusters Score -4023234 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -4023404.000000 Penalty: 5104.971680
	Iteration 26Q: 3 clusters Score -4023404 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -4023563.750000 Penalty: 5104.971680
	Iteration 27Q: 3 clusters Score -4023564 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -4023751.000000 Penalty: 5104.971680
	Iteration 28Q: 3 clusters Score -4023751 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -4023895.250000 Penalty: 5104.971680
	Iteration 29Q: 3 clusters Score -4023895 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -4024032.250000 Penalty: 5104.971680
	Iteration 30Q: 3 clusters Score -4024032 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4024169.750000 Penalty: 5104.971680
	Iteration 31Q: 3 clusters Score -4024170 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -4024293.500000 Penalty: 5104.971680
	Iteration 32Q: 3 clusters Score -4024294 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -4024415.750000 Penalty: 5104.971680
	Iteration 33Q: 3 clusters Score -4024416 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -4024524.500000 Penalty: 5104.971680
	Iteration 34Q: 3 clusters Score -4024524 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4024655.000000 Penalty: 5104.971680
	Iteration 35Q: 3 clusters Score -4024655 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -4024761.000000 Penalty: 5104.971680
	Iteration 36Q: 3 clusters Score -4024761 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4024853 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -4024917.000000 Penalty: 5104.971680
	Iteration 38Q: 3 clusters Score -4024917 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -4024990.750000 Penalty: 5104.971680
	Iteration 39Q: 3 clusters Score -4024991 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -4025043.500000 Penalty: 5104.971680
	Iteration 40F: 3 clusters Score -4025044 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -4025101.000000 Penalty: 5104.971680
	Iteration 41Q: 3 clusters Score -4025101 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -4025156.750000 Penalty: 5104.971680
	Iteration 42Q: 3 clusters Score -4025157 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -4025201.250000 Penalty: 5104.971680
	Iteration 43Q: 3 clusters Score -4025201 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -4025236.750000 Penalty: 5104.971680
	Iteration 44Q: 3 clusters Score -4025237 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -4025291.000000 Penalty: 5104.971680
	Iteration 45Q: 3 clusters Score -4025291 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -4025332.750000 Penalty: 5104.971680
	Iteration 46Q: 3 clusters Score -4025333 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -4025361.250000 Penalty: 5104.971680
	Iteration 47Q: 3 clusters Score -4025361 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -4025399.000000 Penalty: 5104.971680
	Iteration 48Q: 3 clusters Score -4025399 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -4025448.500000 Penalty: 5104.971680
	Iteration 49Q: 3 clusters Score -4025448 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -4025484.000000 Penalty: 5104.971680
	Iteration 50Q: 3 clusters Score -4025484 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -4025527.000000 Penalty: 5104.971680
	Iteration 51Q: 3 clusters Score -4025527 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -4025560.750000 Penalty: 5104.971680
	Iteration 52Q: 3 clusters Score -4025561 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -4025594.750000 Penalty: 5104.971680
	Iteration 53Q: 3 clusters Score -4025595 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -4025620.500000 Penalty: 5104.971680
	Iteration 54Q: 3 clusters Score -4025620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -4025662.250000 Penalty: 5104.971680
	Iteration 55Q: 3 clusters Score -4025662 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -4025699.000000 Penalty: 5104.971680
	Iteration 56Q: 3 clusters Score -4025699 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -4025716.750000 Penalty: 5104.971680
	Iteration 57Q: 3 clusters Score -4025717 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -4025735.250000 Penalty: 5104.971680
	Iteration 58Q: 3 clusters Score -4025735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -4025757.500000 Penalty: 5104.971680
	Iteration 59Q: 3 clusters Score -4025758 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -4025763.000000 Penalty: 5104.971680
	Iteration 60F: 3 clusters Score -4025763 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -4025782.000000 Penalty: 5104.971680
	Iteration 61Q: 3 clusters Score -4025782 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -4025808.750000 Penalty: 5104.971680
	Iteration 62Q: 3 clusters Score -4025809 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -4025817.750000 Penalty: 5104.971680
	Iteration 63Q: 3 clusters Score -4025818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -4025825.750000 Penalty: 5104.971680
	Iteration 64Q: 3 clusters Score -4025826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -4025834.500000 Penalty: 5104.971680
	Iteration 65Q: 3 clusters Score -4025834 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -4025848.000000 Penalty: 5104.971680
	Iteration 66Q: 3 clusters Score -4025848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -4025855.000000 Penalty: 5104.971680
	Iteration 67Q: 3 clusters Score -4025855 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -4025865.250000 Penalty: 5104.971680
	Iteration 68Q: 3 clusters Score -4025865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -4025875.500000 Penalty: 5104.971680
	Iteration 69Q: 3 clusters Score -4025876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -4025884.500000 Penalty: 5104.971680
	Iteration 70Q: 3 clusters Score -4025884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -4025896.250000 Penalty: 5104.971680
	Iteration 71Q: 3 clusters Score -4025896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -4025897.250000 Penalty: 5104.971680
	Iteration 72Q: 3 clusters Score -4025897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -4025908.250000 Penalty: 5104.971680
	Iteration 73Q: 3 clusters Score -4025908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -4025910.500000 Penalty: 5104.971680
	Iteration 74Q: 3 clusters Score -4025910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -4025926.250000 Penalty: 5104.971680
	Iteration 75Q: 3 clusters Score -4025926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -4025931.750000 Penalty: 5104.971680
	Iteration 76Q: 3 clusters Score -4025932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -4025943.500000 Penalty: 5104.971680
	Iteration 77Q: 3 clusters Score -4025944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -4025949.000000 Penalty: 5104.971680
	Iteration 78Q: 3 clusters Score -4025949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -4025955.750000 Penalty: 5104.971680
	Iteration 79Q: 3 clusters Score -4025956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -4025956.000000 Penalty: 5104.971680
	Iteration 80F: 3 clusters Score -4025956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -4025961.750000 Penalty: 5104.971680
	Iteration 81Q: 3 clusters Score -4025962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -4025963.250000 Penalty: 5104.971680
	Iteration 82Q: 3 clusters Score -4025963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -4025960.250000 Penalty: 5104.971680
	Iteration 83Q: 3 clusters Score -4025960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4025965.750000 Penalty: 5104.971680
	Iteration 84Q: 3 clusters Score -4025966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -4025972.000000 Penalty: 5104.971680
	Iteration 85Q: 3 clusters Score -4025972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -4025968.000000 Penalty: 5104.971680
	Iteration 86Q: 3 clusters Score -4025968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -4025975.750000 Penalty: 5104.971680
	Iteration 87Q: 3 clusters Score -4025976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -4025983.000000 Penalty: 5104.971680
	Iteration 88Q: 3 clusters Score -4025983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -4025979.500000 Penalty: 5104.971680
	Iteration 89Q: 3 clusters Score -4025980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -4025976.500000 Penalty: 5104.971680
	Iteration 90Q: 3 clusters Score -4025976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -4025977.000000 Penalty: 5104.971680
	Iteration 91Q: 3 clusters Score -4025977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -4025984.000000 Penalty: 5104.971680
	Iteration 92Q: 3 clusters Score -4025984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -4025983.250000 Penalty: 5104.971680
	Iteration 93Q: 3 clusters Score -4025983 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -4025985.250000 Penalty: 5104.971680
	Iteration 94Q: 3 clusters Score -4025985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -4025983.000000 Penalty: 5104.971680
	Iteration 95Q: 3 clusters Score -4025983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -4025987.000000 Penalty: 5104.971680
	Iteration 96Q: 3 clusters Score -4025987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -4025988.000000 Penalty: 5104.971680
	Iteration 97Q: 3 clusters Score -4025988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -4025986.750000 Penalty: 5104.971680
	Iteration 98Q: 3 clusters Score -4025987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -4025986.750000 Penalty: 5104.971680
	Iteration 99F: 3 clusters Score -4025987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Entering Unmasked Estep 
Score: -786476.375000 Penalty: 2151.582275
	Iteration 0F: 2 clusters Score -786476.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -781448.812500 Penalty: 4303.164551
	Iteration 0F: 3 clusters Score -781448.8 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -782785.062500 Penalty: 4303.164551
	Iteration 1F: 3 clusters Score -782785.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -783053.250000 Penalty: 4303.164551
	Iteration 2F: 3 clusters Score -783053.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -783282.375000 Penalty: 4303.164551
	Iteration 3F: 3 clusters Score -783282.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -783502.812500 Penalty: 4303.164551
	Iteration 4Q: 3 clusters Score -783502.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -783728.937500 Penalty: 4303.164551
	Iteration 5Q: 3 clusters Score -783728.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -783945.562500 Penalty: 4303.164551
	Iteration 6Q: 3 clusters Score -783945.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -784151.312500 Penalty: 4303.164551
	Iteration 7Q: 3 clusters Score -784151.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -784334.187500 Penalty: 4303.164551
	Iteration 8Q: 3 clusters Score -784334.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -784504.250000 Penalty: 4303.164551
	Iteration 9Q: 3 clusters Score -784504.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -784620.000000 Penalty: 4303.164551
	Iteration 10Q: 3 clusters Score -784620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -784699.812500 Penalty: 4303.164551
	Iteration 11Q: 3 clusters Score -784699.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -784770.562500 Penalty: 4303.164551
	Iteration 12Q: 3 clusters Score -784770.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -784812.625000 Penalty: 4303.164551
	Iteration 13Q: 3 clusters Score -784812.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -784833.500000 Penalty: 4303.164551
	Iteration 14Q: 3 clusters Score -784833.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -784858.875000 Penalty: 4303.164551
	Iteration 15Q: 3 clusters Score -784858.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -784869.875000 Penalty: 4303.164551
	Iteration 16Q: 3 clusters Score -784869.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -784882.125000 Penalty: 4303.164551
	Iteration 17Q: 3 clusters Score -784882.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -784896.562500 Penalty: 4303.164551
	Iteration 18Q: 3 clusters Score -784896.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -784907.375000 Penalty: 4303.164551
	Iteration 19Q: 3 clusters Score -784907.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -784918.375000 Penalty: 4303.164551
	Iteration 20F: 3 clusters Score -784918.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -784927.437500 Penalty: 4303.164551
	Iteration 21Q: 3 clusters Score -784927.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -784936.250000 Penalty: 4303.164551
	Iteration 22Q: 3 clusters Score -784936.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -784945.500000 Penalty: 4303.164551
	Iteration 23Q: 3 clusters Score -784945.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -784954.187500 Penalty: 4303.164551
	Iteration 24Q: 3 clusters Score -784954.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -784962.187500 Penalty: 4303.164551
	Iteration 25Q: 3 clusters Score -784962.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -784975.437500 Penalty: 4303.164551
	Iteration 26Q: 3 clusters Score -784975.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -784986.625000 Penalty: 4303.164551
	Iteration 27Q: 3 clusters Score -784986.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -784995.875000 Penalty: 4303.164551
	Iteration 28Q: 3 clusters Score -784995.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -785004.062500 Penalty: 4303.164551
	Iteration 29Q: 3 clusters Score -785004.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -785016.875000 Penalty: 4303.164551
	Iteration 30Q: 3 clusters Score -785016.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -785025.500000 Penalty: 4303.164551
	Iteration 31Q: 3 clusters Score -785025.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -785036.562500 Penalty: 4303.164551
	Iteration 32Q: 3 clusters Score -785036.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -785055.937500 Penalty: 4303.164551
	Iteration 33Q: 3 clusters Score -785055.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -785082.375000 Penalty: 4303.164551
	Iteration 34Q: 3 clusters Score -785082.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -785106.312500 Penalty: 4303.164551
	Iteration 35Q: 3 clusters Score -785106.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -785117.375000 Penalty: 4303.164551
	Iteration 36Q: 3 clusters Score -785117.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -785127.312500 Penalty: 4303.164551
	Iteration 37Q: 3 clusters Score -785127.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -785136.875000 Penalty: 4303.164551
	Iteration 38Q: 3 clusters Score -785136.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -785148.562500 Penalty: 4303.164551
	Iteration 39Q: 3 clusters Score -785148.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -785164.687500 Penalty: 4303.164551
	Iteration 40F: 3 clusters Score -785164.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -785180.125000 Penalty: 4303.164551
	Iteration 41Q: 3 clusters Score -785180.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -785188.812500 Penalty: 4303.164551
	Iteration 42Q: 3 clusters Score -785188.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -785195.187500 Penalty: 4303.164551
	Iteration 43Q: 3 clusters Score -785195.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -785205.312500 Penalty: 4303.164551
	Iteration 44Q: 3 clusters Score -785205.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -785211.687500 Penalty: 4303.164551
	Iteration 45Q: 3 clusters Score -785211.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -785215.000000 Penalty: 4303.164551
	Iteration 46Q: 3 clusters Score -785215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -785218.437500 Penalty: 4303.164551
	Iteration 47Q: 3 clusters Score -785218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -785218.937500 Penalty: 4303.164551
	Iteration 48Q: 3 clusters Score -785218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -785220.125000 Penalty: 4303.164551
	Iteration 49Q: 3 clusters Score -785220.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -785219.812500 Penalty: 4303.164551
	Iteration 50Q: 3 clusters Score -785219.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -785219.875000 Penalty: 4303.164551
	Iteration 51Q: 3 clusters Score -785219.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -785219.875000 Penalty: 4303.164551
	Iteration 52F: 3 clusters Score -785219.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -23364.125000 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -23364.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22304.044922 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -22304.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22316.191406 Penalty: 2594.629883
	Iteration 1Q: 3 clusters Score -22316.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22331.666016 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -22331.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22337.056641 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -22337.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22343.894531 Penalty: 2594.629883
	Iteration 4Q: 3 clusters Score -22343.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -22343.894531 Penalty: 2594.629883
	Iteration 5F: 3 clusters Score -22343.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Entering Unmasked Estep 
Score: -2248048.000000 Penalty: 2400.802734
	Iteration 0F: 2 clusters Score -2248048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2236579.500000 Penalty: 4801.605469
	Iteration 0F: 3 clusters Score -2236580 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2240268.250000 Penalty: 4801.605469
	Iteration 1F: 3 clusters Score -2240268 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2240818.500000 Penalty: 4801.605469
	Iteration 2F: 3 clusters Score -2240818 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2241424.750000 Penalty: 4801.605469
	Iteration 3F: 3 clusters Score -2241425 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2242051.750000 Penalty: 4801.605469
	Iteration 4F: 3 clusters Score -2242052 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2242733.500000 Penalty: 4801.605469
	Iteration 5F: 3 clusters Score -2242734 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2243408.750000 Penalty: 4801.605469
	Iteration 6F: 3 clusters Score -2243409 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2244018.750000 Penalty: 4801.605469
	Iteration 7F: 3 clusters Score -2244019 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2244587.750000 Penalty: 4801.605469
	Iteration 8Q: 3 clusters Score -2244588 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2245067.000000 Penalty: 4801.605469
	Iteration 9Q: 3 clusters Score -2245067 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2245471.750000 Penalty: 4801.605469
	Iteration 10Q: 3 clusters Score -2245472 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2245763.250000 Penalty: 4801.605469
	Iteration 11Q: 3 clusters Score -2245763 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2245922.250000 Penalty: 4801.605469
	Iteration 12Q: 3 clusters Score -2245922 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2246010.500000 Penalty: 4801.605469
	Iteration 13Q: 3 clusters Score -2246010 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2246064.000000 Penalty: 4801.605469
	Iteration 14Q: 3 clusters Score -2246064 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2246094.000000 Penalty: 4801.605469
	Iteration 15Q: 3 clusters Score -2246094 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2246120.250000 Penalty: 4801.605469
	Iteration 16Q: 3 clusters Score -2246120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2246135.250000 Penalty: 4801.605469
	Iteration 17Q: 3 clusters Score -2246135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2246149.500000 Penalty: 4801.605469
	Iteration 18Q: 3 clusters Score -2246150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2246166.000000 Penalty: 4801.605469
	Iteration 19Q: 3 clusters Score -2246166 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2246174.250000 Penalty: 4801.605469
	Iteration 20F: 3 clusters Score -2246174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2246177.250000 Penalty: 4801.605469
	Iteration 21Q: 3 clusters Score -2246177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2246180.500000 Penalty: 4801.605469
	Iteration 22Q: 3 clusters Score -2246180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -2246183.500000 Penalty: 4801.605469
	Iteration 23Q: 3 clusters Score -2246184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2246184.500000 Penalty: 4801.605469
	Iteration 24Q: 3 clusters Score -2246184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2246184.500000 Penalty: 4801.605469
	Iteration 25Q: 3 clusters Score -2246184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2246182.000000 Penalty: 4801.605469
	Iteration 26Q: 3 clusters Score -2246182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -2246181.000000 Penalty: 4801.605469
	Iteration 27Q: 3 clusters Score -2246181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2246182.000000 Penalty: 4801.605469
	Iteration 28Q: 3 clusters Score -2246182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2246184.250000 Penalty: 4801.605469
	Iteration 29Q: 3 clusters Score -2246184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2246186.750000 Penalty: 4801.605469
	Iteration 30Q: 3 clusters Score -2246187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2246193.750000 Penalty: 4801.605469
	Iteration 31Q: 3 clusters Score -2246194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2246196.500000 Penalty: 4801.605469
	Iteration 32Q: 3 clusters Score -2246196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2246194.500000 Penalty: 4801.605469
	Iteration 33Q: 3 clusters Score -2246194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2246197.250000 Penalty: 4801.605469
	Iteration 34Q: 3 clusters Score -2246197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2246197.000000 Penalty: 4801.605469
	Iteration 35Q: 3 clusters Score -2246197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2246200.500000 Penalty: 4801.605469
	Iteration 36Q: 3 clusters Score -2246200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -2246200.250000 Penalty: 4801.605469
	Iteration 37Q: 3 clusters Score -2246200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2246199.000000 Penalty: 4801.605469
	Iteration 38Q: 3 clusters Score -2246199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2246199.500000 Penalty: 4801.605469
	Iteration 39Q: 3 clusters Score -2246200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2246201.500000 Penalty: 4801.605469
	Iteration 40F: 3 clusters Score -2246202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2246203.000000 Penalty: 4801.605469
	Iteration 41Q: 3 clusters Score -2246203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2246203.000000 Penalty: 4801.605469
	Iteration 42F: 3 clusters Score -2246203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 28708 members 
Mstep: Class 3 contains 46915 members 
Mstep: Class 4 contains 17691 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3267 members 
Mstep: Class 7 contains 73230 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 143083 members 
Mstep: Class 11 contains 8064 members 
Mstep: Class 12 contains 52430 members 
Mstep: Class 13 contains 7449 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51283 members 
Mstep: Class 16 contains 29303 members 
Mstep: Class 17 contains 57409 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 22762 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29504 members 
Mstep: Class 24 contains 5859 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227056.000000 Penalty: 91853.718750
Iteration 119Q: 28 clusters Score -1.222271e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 28707 members 
Mstep: Class 3 contains 46934 members 
Mstep: Class 4 contains 17689 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 73339 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8753 members 
Mstep: Class 10 contains 143140 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 52449 members 
Mstep: Class 13 contains 7446 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51290 members 
Mstep: Class 16 contains 29292 members 
Mstep: Class 17 contains 57267 members 
Mstep: Class 18 contains 2795 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 22887 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29507 members 
Mstep: Class 24 contains 5859 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16021 members 
Mstep: Class 27 contains 281834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227296.000000 Penalty: 91853.718750
Iteration 120F: 28 clusters Score -1.222273e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 28709 members 
Mstep: Class 3 contains 46787 members 
Mstep: Class 4 contains 17685 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 73257 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 143054 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52322 members 
Mstep: Class 13 contains 7424 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51291 members 
Mstep: Class 16 contains 29277 members 
Mstep: Class 17 contains 56978 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 22974 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29509 members 
Mstep: Class 24 contains 5861 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16011 members 
Mstep: Class 27 contains 282533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226544.000000 Penalty: 91853.718750
Iteration 121Q: 28 clusters Score -1.222265e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 28711 members 
Mstep: Class 3 contains 46719 members 
Mstep: Class 4 contains 17684 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3597 members 
Mstep: Class 7 contains 73258 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8753 members 
Mstep: Class 10 contains 143039 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52287 members 
Mstep: Class 13 contains 7403 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51298 members 
Mstep: Class 16 contains 29257 members 
Mstep: Class 17 contains 56728 members 
Mstep: Class 18 contains 2797 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 23071 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29509 members 
Mstep: Class 24 contains 5866 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16013 members 
Mstep: Class 27 contains 282846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226112.000000 Penalty: 91853.718750
Iteration 122Q: 28 clusters Score -1.222261e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 28712 members 
Mstep: Class 3 contains 46665 members 
Mstep: Class 4 contains 17682 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3636 members 
Mstep: Class 7 contains 73320 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 143031 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52271 members 
Mstep: Class 13 contains 7395 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51300 members 
Mstep: Class 16 contains 29244 members 
Mstep: Class 17 contains 56485 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 23188 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29513 members 
Mstep: Class 24 contains 5867 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16014 members 
Mstep: Class 27 contains 283005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225768.000000 Penalty: 91853.718750
Iteration 123Q: 28 clusters Score -1.222258e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 28715 members 
Mstep: Class 3 contains 46623 members 
Mstep: Class 4 contains 17679 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3684 members 
Mstep: Class 7 contains 73373 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8752 members 
Mstep: Class 10 contains 143019 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52264 members 
Mstep: Class 13 contains 7391 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51305 members 
Mstep: Class 16 contains 29230 members 
Mstep: Class 17 contains 56280 members 
Mstep: Class 18 contains 2799 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 23288 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29516 members 
Mstep: Class 24 contains 5871 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16025 members 
Mstep: Class 27 contains 283093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225776.000000 Penalty: 91853.718750
Iteration 124Q: 28 clusters Score -1.222258e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 28720 members 
Mstep: Class 3 contains 46595 members 
Mstep: Class 4 contains 17676 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3724 members 
Mstep: Class 7 contains 73432 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 143001 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52253 members 
Mstep: Class 13 contains 7388 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51306 members 
Mstep: Class 16 contains 29217 members 
Mstep: Class 17 contains 56072 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 23401 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29516 members 
Mstep: Class 24 contains 5875 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16027 members 
Mstep: Class 27 contains 283171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225464.000000 Penalty: 91853.718750
Iteration 125Q: 28 clusters Score -1.222255e+08 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 28722 members 
Mstep: Class 3 contains 46579 members 
Mstep: Class 4 contains 17676 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 73492 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8749 members 
Mstep: Class 10 contains 143005 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52247 members 
Mstep: Class 13 contains 7383 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51307 members 
Mstep: Class 16 contains 29207 members 
Mstep: Class 17 contains 55866 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 23523 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29514 members 
Mstep: Class 24 contains 5881 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16027 members 
Mstep: Class 27 contains 283214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225176.000000 Penalty: 91853.718750
Iteration 126Q: 28 clusters Score -1.222252e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 28722 members 
Mstep: Class 3 contains 46572 members 
Mstep: Class 4 contains 17673 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3756 members 
Mstep: Class 7 contains 73548 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 143002 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52246 members 
Mstep: Class 13 contains 7384 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51308 members 
Mstep: Class 16 contains 29195 members 
Mstep: Class 17 contains 55670 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 23639 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29517 members 
Mstep: Class 24 contains 5881 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16027 members 
Mstep: Class 27 contains 283267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225184.000000 Penalty: 91853.718750
Iteration 127Q: 28 clusters Score -1.222252e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 28722 members 
Mstep: Class 3 contains 46569 members 
Mstep: Class 4 contains 17671 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 73609 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142986 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52249 members 
Mstep: Class 13 contains 7375 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51310 members 
Mstep: Class 16 contains 29185 members 
Mstep: Class 17 contains 55491 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 23756 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29517 members 
Mstep: Class 24 contains 5885 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16029 members 
Mstep: Class 27 contains 283291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225264.000000 Penalty: 91853.718750
Iteration 128Q: 28 clusters Score -1.222253e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 28722 members 
Mstep: Class 3 contains 46571 members 
Mstep: Class 4 contains 17672 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3800 members 
Mstep: Class 7 contains 73649 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142990 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52245 members 
Mstep: Class 13 contains 7366 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51309 members 
Mstep: Class 16 contains 29169 members 
Mstep: Class 17 contains 55328 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 23861 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29513 members 
Mstep: Class 24 contains 5888 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16033 members 
Mstep: Class 27 contains 283324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225208.000000 Penalty: 91853.718750
Iteration 129Q: 28 clusters Score -1.222252e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 28723 members 
Mstep: Class 3 contains 46568 members 
Mstep: Class 4 contains 17671 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 73694 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142975 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52241 members 
Mstep: Class 13 contains 7357 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51310 members 
Mstep: Class 16 contains 29159 members 
Mstep: Class 17 contains 55170 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 23967 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29514 members 
Mstep: Class 24 contains 5890 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16033 members 
Mstep: Class 27 contains 283357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225224.000000 Penalty: 91853.718750
Iteration 130Q: 28 clusters Score -1.222252e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 28723 members 
Mstep: Class 3 contains 46570 members 
Mstep: Class 4 contains 17669 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 73731 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142973 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52244 members 
Mstep: Class 13 contains 7353 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51312 members 
Mstep: Class 16 contains 29142 members 
Mstep: Class 17 contains 55010 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 24079 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29516 members 
Mstep: Class 24 contains 5891 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16032 members 
Mstep: Class 27 contains 283370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225176.000000 Penalty: 91853.718750
Iteration 131Q: 28 clusters Score -1.222252e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 28723 members 
Mstep: Class 3 contains 46574 members 
Mstep: Class 4 contains 17668 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3873 members 
Mstep: Class 7 contains 73770 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142975 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52248 members 
Mstep: Class 13 contains 7350 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51309 members 
Mstep: Class 16 contains 29136 members 
Mstep: Class 17 contains 54838 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 24180 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29513 members 
Mstep: Class 24 contains 5894 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16042 members 
Mstep: Class 27 contains 283387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225224.000000 Penalty: 91853.718750
Iteration 132Q: 28 clusters Score -1.222252e+08 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 28724 members 
Mstep: Class 3 contains 46583 members 
Mstep: Class 4 contains 17666 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3882 members 
Mstep: Class 7 contains 73820 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142981 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52243 members 
Mstep: Class 13 contains 7348 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51312 members 
Mstep: Class 16 contains 29122 members 
Mstep: Class 17 contains 54657 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 24288 members 
Mstep: Class 22 contains 1125 members 
Mstep: Class 23 contains 29510 members 
Mstep: Class 24 contains 5900 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16046 members 
Mstep: Class 27 contains 283415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225120.000000 Penalty: 91853.718750
Iteration 133Q: 28 clusters Score -1.222251e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 28725 members 
Mstep: Class 3 contains 46596 members 
Mstep: Class 4 contains 17665 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3895 members 
Mstep: Class 7 contains 73875 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142978 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52247 members 
Mstep: Class 13 contains 7341 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51315 members 
Mstep: Class 16 contains 29107 members 
Mstep: Class 17 contains 54493 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 24374 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29510 members 
Mstep: Class 24 contains 5905 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16052 members 
Mstep: Class 27 contains 283431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225152.000000 Penalty: 91853.718750
Iteration 134Q: 28 clusters Score -1.222252e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 28727 members 
Mstep: Class 3 contains 46609 members 
Mstep: Class 4 contains 17663 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3902 members 
Mstep: Class 7 contains 73924 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142969 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52242 members 
Mstep: Class 13 contains 7340 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51317 members 
Mstep: Class 16 contains 29094 members 
Mstep: Class 17 contains 54336 members 
Mstep: Class 18 contains 2801 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 24459 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29512 members 
Mstep: Class 24 contains 5909 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16055 members 
Mstep: Class 27 contains 283460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224952.000000 Penalty: 91853.718750
Iteration 135Q: 28 clusters Score -1.22225e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 28727 members 
Mstep: Class 3 contains 46614 members 
Mstep: Class 4 contains 17663 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3908 members 
Mstep: Class 7 contains 73954 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142959 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52239 members 
Mstep: Class 13 contains 7338 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51320 members 
Mstep: Class 16 contains 29091 members 
Mstep: Class 17 contains 54208 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 24549 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29514 members 
Mstep: Class 24 contains 5914 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16054 members 
Mstep: Class 27 contains 283467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224968.000000 Penalty: 91853.718750
Iteration 136Q: 28 clusters Score -1.22225e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 28726 members 
Mstep: Class 3 contains 46613 members 
Mstep: Class 4 contains 17660 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 73992 members 
Mstep: Class 8 contains 470 members 
Mstep: Class 9 contains 8747 members 
Mstep: Class 10 contains 142959 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52234 members 
Mstep: Class 13 contains 7338 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51321 members 
Mstep: Class 16 contains 29081 members 
Mstep: Class 17 contains 54096 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 24645 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29516 members 
Mstep: Class 24 contains 5921 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16056 members 
Mstep: Class 27 contains 283454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225096.000000 Penalty: 91853.718750
Iteration 137Q: 28 clusters Score -1.222251e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 28726 members 
Mstep: Class 3 contains 46614 members 
Mstep: Class 4 contains 17658 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3927 members 
Mstep: Class 7 contains 74028 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142949 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52231 members 
Mstep: Class 13 contains 7333 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51323 members 
Mstep: Class 16 contains 29073 members 
Mstep: Class 17 contains 53992 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 24732 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29517 members 
Mstep: Class 24 contains 5929 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16056 members 
Mstep: Class 27 contains 283439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225080.000000 Penalty: 91853.718750
Iteration 138Q: 28 clusters Score -1.222251e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 28726 members 
Mstep: Class 3 contains 46621 members 
Mstep: Class 4 contains 17655 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3938 members 
Mstep: Class 7 contains 74047 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142949 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52222 members 
Mstep: Class 13 contains 7328 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51327 members 
Mstep: Class 16 contains 29063 members 
Mstep: Class 17 contains 53861 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 24832 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29519 members 
Mstep: Class 24 contains 5936 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16056 members 
Mstep: Class 27 contains 283449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225192.000000 Penalty: 91853.718750
Iteration 139Q: 28 clusters Score -1.222252e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 28726 members 
Mstep: Class 3 contains 46622 members 
Mstep: Class 4 contains 17653 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3942 members 
Mstep: Class 7 contains 74078 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142953 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52216 members 
Mstep: Class 13 contains 7327 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51330 members 
Mstep: Class 16 contains 29054 members 
Mstep: Class 17 contains 53742 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 24912 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29519 members 
Mstep: Class 24 contains 5941 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16064 members 
Mstep: Class 27 contains 283455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225152.000000 Penalty: 91853.718750
Iteration 140F: 28 clusters Score -1.222252e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 28727 members 
Mstep: Class 3 contains 46623 members 
Mstep: Class 4 contains 17652 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 74103 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142953 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52213 members 
Mstep: Class 13 contains 7323 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51334 members 
Mstep: Class 16 contains 29046 members 
Mstep: Class 17 contains 53637 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 24983 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29519 members 
Mstep: Class 24 contains 5944 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16068 members 
Mstep: Class 27 contains 283466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225112.000000 Penalty: 91853.718750
Iteration 141Q: 28 clusters Score -1.222251e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 28728 members 
Mstep: Class 3 contains 46627 members 
Mstep: Class 4 contains 17651 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 74132 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142952 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52210 members 
Mstep: Class 13 contains 7320 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51337 members 
Mstep: Class 16 contains 29039 members 
Mstep: Class 17 contains 53523 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25057 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29519 members 
Mstep: Class 24 contains 5947 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16066 members 
Mstep: Class 27 contains 283483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225104.000000 Penalty: 91853.718750
Iteration 142Q: 28 clusters Score -1.222251e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 28729 members 
Mstep: Class 3 contains 46631 members 
Mstep: Class 4 contains 17647 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3962 members 
Mstep: Class 7 contains 74154 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142954 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52212 members 
Mstep: Class 13 contains 7317 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51337 members 
Mstep: Class 16 contains 29035 members 
Mstep: Class 17 contains 53426 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25123 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29520 members 
Mstep: Class 24 contains 5948 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16065 members 
Mstep: Class 27 contains 283492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225040.000000 Penalty: 91853.718750
Iteration 143Q: 28 clusters Score -1.22225e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 28733 members 
Mstep: Class 3 contains 46629 members 
Mstep: Class 4 contains 17646 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3968 members 
Mstep: Class 7 contains 74182 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142954 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52208 members 
Mstep: Class 13 contains 7317 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51343 members 
Mstep: Class 16 contains 29019 members 
Mstep: Class 17 contains 53340 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25194 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29518 members 
Mstep: Class 24 contains 5951 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16066 members 
Mstep: Class 27 contains 283488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225136.000000 Penalty: 91853.718750
Iteration 144Q: 28 clusters Score -1.222251e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 28737 members 
Mstep: Class 3 contains 46629 members 
Mstep: Class 4 contains 17647 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3971 members 
Mstep: Class 7 contains 74211 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142957 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52205 members 
Mstep: Class 13 contains 7310 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51344 members 
Mstep: Class 16 contains 29008 members 
Mstep: Class 17 contains 53255 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25256 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29515 members 
Mstep: Class 24 contains 5953 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16064 members 
Mstep: Class 27 contains 283496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225032.000000 Penalty: 91853.718750
Iteration 145Q: 28 clusters Score -1.22225e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 28739 members 
Mstep: Class 3 contains 46629 members 
Mstep: Class 4 contains 17647 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3975 members 
Mstep: Class 7 contains 74242 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142956 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52204 members 
Mstep: Class 13 contains 7302 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51346 members 
Mstep: Class 16 contains 29001 members 
Mstep: Class 17 contains 53182 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25307 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29514 members 
Mstep: Class 24 contains 5955 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16064 members 
Mstep: Class 27 contains 283496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225056.000000 Penalty: 91853.718750
Iteration 146Q: 28 clusters Score -1.222251e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 28740 members 
Mstep: Class 3 contains 46625 members 
Mstep: Class 4 contains 17644 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3975 members 
Mstep: Class 7 contains 74263 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8748 members 
Mstep: Class 10 contains 142953 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52204 members 
Mstep: Class 13 contains 7291 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51346 members 
Mstep: Class 16 contains 28992 members 
Mstep: Class 17 contains 53110 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25367 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29517 members 
Mstep: Class 24 contains 5959 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16066 members 
Mstep: Class 27 contains 283512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224976.000000 Penalty: 91853.718750
Iteration 147Q: 28 clusters Score -1.22225e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 28741 members 
Mstep: Class 3 contains 46628 members 
Mstep: Class 4 contains 17642 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3978 members 
Mstep: Class 7 contains 74290 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8747 members 
Mstep: Class 10 contains 142954 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52208 members 
Mstep: Class 13 contains 7284 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51348 members 
Mstep: Class 16 contains 28983 members 
Mstep: Class 17 contains 53026 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25422 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29520 members 
Mstep: Class 24 contains 5961 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16064 members 
Mstep: Class 27 contains 283518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225000.000000 Penalty: 91853.718750
Iteration 148Q: 28 clusters Score -1.22225e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 28741 members 
Mstep: Class 3 contains 46631 members 
Mstep: Class 4 contains 17641 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 74324 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8746 members 
Mstep: Class 10 contains 142952 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52213 members 
Mstep: Class 13 contains 7280 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51348 members 
Mstep: Class 16 contains 28977 members 
Mstep: Class 17 contains 52946 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25474 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29524 members 
Mstep: Class 24 contains 5961 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224904.000000 Penalty: 91853.718750
Iteration 149Q: 28 clusters Score -1.222249e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 28745 members 
Mstep: Class 3 contains 46624 members 
Mstep: Class 4 contains 17640 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 74359 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142954 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52213 members 
Mstep: Class 13 contains 7279 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51347 members 
Mstep: Class 16 contains 28966 members 
Mstep: Class 17 contains 52859 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25543 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29526 members 
Mstep: Class 24 contains 5962 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16064 members 
Mstep: Class 27 contains 283509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224952.000000 Penalty: 91853.718750
Iteration 150Q: 28 clusters Score -1.22225e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 28751 members 
Mstep: Class 3 contains 46621 members 
Mstep: Class 4 contains 17639 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 74397 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142958 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52216 members 
Mstep: Class 13 contains 7277 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51348 members 
Mstep: Class 16 contains 28956 members 
Mstep: Class 17 contains 52783 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25606 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29526 members 
Mstep: Class 24 contains 5962 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224952.000000 Penalty: 91853.718750
Iteration 151Q: 28 clusters Score -1.22225e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 46615 members 
Mstep: Class 4 contains 17639 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3981 members 
Mstep: Class 7 contains 74444 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142950 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52221 members 
Mstep: Class 13 contains 7274 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51349 members 
Mstep: Class 16 contains 28947 members 
Mstep: Class 17 contains 52702 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25664 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 29525 members 
Mstep: Class 24 contains 5962 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224880.000000 Penalty: 91853.718750
Iteration 152Q: 28 clusters Score -1.222249e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 46610 members 
Mstep: Class 4 contains 17639 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 74482 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142946 members 
Mstep: Class 11 contains 8067 members 
Mstep: Class 12 contains 52222 members 
Mstep: Class 13 contains 7271 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51351 members 
Mstep: Class 16 contains 28934 members 
Mstep: Class 17 contains 52634 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25724 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29524 members 
Mstep: Class 24 contains 5962 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224896.000000 Penalty: 91853.718750
Iteration 153Q: 28 clusters Score -1.222249e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 46606 members 
Mstep: Class 4 contains 17639 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 74501 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142945 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52223 members 
Mstep: Class 13 contains 7269 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51351 members 
Mstep: Class 16 contains 28926 members 
Mstep: Class 17 contains 52556 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25786 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29525 members 
Mstep: Class 24 contains 5963 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224992.000000 Penalty: 91853.718750
Iteration 154Q: 28 clusters Score -1.22225e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 46603 members 
Mstep: Class 4 contains 17639 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 74534 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142941 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 52224 members 
Mstep: Class 13 contains 7266 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51353 members 
Mstep: Class 16 contains 28918 members 
Mstep: Class 17 contains 52475 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25837 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29524 members 
Mstep: Class 24 contains 5964 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16064 members 
Mstep: Class 27 contains 283495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224904.000000 Penalty: 91853.718750
Iteration 155Q: 28 clusters Score -1.222249e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 46612 members 
Mstep: Class 4 contains 17637 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 74568 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142941 members 
Mstep: Class 11 contains 8070 members 
Mstep: Class 12 contains 52227 members 
Mstep: Class 13 contains 7266 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51352 members 
Mstep: Class 16 contains 28915 members 
Mstep: Class 17 contains 52382 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25892 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29524 members 
Mstep: Class 24 contains 5965 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16065 members 
Mstep: Class 27 contains 283496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224960.000000 Penalty: 91853.718750
Iteration 156Q: 28 clusters Score -1.22225e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 46612 members 
Mstep: Class 4 contains 17636 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 74598 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8744 members 
Mstep: Class 10 contains 142941 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52228 members 
Mstep: Class 13 contains 7265 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51352 members 
Mstep: Class 16 contains 28911 members 
Mstep: Class 17 contains 52294 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 25945 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29525 members 
Mstep: Class 24 contains 5966 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16067 members 
Mstep: Class 27 contains 283506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224888.000000 Penalty: 91853.718750
Iteration 157Q: 28 clusters Score -1.222249e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 46612 members 
Mstep: Class 4 contains 17635 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 74633 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142939 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52228 members 
Mstep: Class 13 contains 7263 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51352 members 
Mstep: Class 16 contains 28909 members 
Mstep: Class 17 contains 52208 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26003 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29526 members 
Mstep: Class 24 contains 5968 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16067 members 
Mstep: Class 27 contains 283504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224824.000000 Penalty: 91853.718750
Iteration 158Q: 28 clusters Score -1.222248e+08 nChanged 183
Entering ConstructFrom: 
Score: -122224824.000000 Penalty: 91853.718750
Entering ConstructFrom: 
Trying to split cluster 1 (14673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Entering Unmasked Estep 
Score: -2045079.500000 Penalty: 2379.253662
	Iteration 0F: 2 clusters Score -2045080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -2034470.625000 Penalty: 4758.507324
	Iteration 0F: 3 clusters Score -2034471 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2037795.250000 Penalty: 4758.507324
	Iteration 1F: 3 clusters Score -2037795 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2038177.375000 Penalty: 4758.507324
	Iteration 2F: 3 clusters Score -2038177 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2038530.875000 Penalty: 4758.507324
	Iteration 3F: 3 clusters Score -2038531 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2038858.625000 Penalty: 4758.507324
	Iteration 4Q: 3 clusters Score -2038859 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -2039178.000000 Penalty: 4758.507324
	Iteration 5Q: 3 clusters Score -2039178 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2039524.125000 Penalty: 4758.507324
	Iteration 6Q: 3 clusters Score -2039524 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -2039932.250000 Penalty: 4758.507324
	Iteration 7Q: 3 clusters Score -2039932 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2040432.625000 Penalty: 4758.507324
	Iteration 8F: 3 clusters Score -2040433 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -2041027.250000 Penalty: 4758.507324
	Iteration 9F: 3 clusters Score -2041027 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -2041671.250000 Penalty: 4758.507324
	Iteration 10F: 3 clusters Score -2041671 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2042265.625000 Penalty: 4758.507324
	Iteration 11Q: 3 clusters Score -2042266 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2042707.875000 Penalty: 4758.507324
	Iteration 12Q: 3 clusters Score -2042708 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2042947.125000 Penalty: 4758.507324
	Iteration 13Q: 3 clusters Score -2042947 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2043074.500000 Penalty: 4758.507324
	Iteration 14Q: 3 clusters Score -2043074 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2043137.625000 Penalty: 4758.507324
	Iteration 15Q: 3 clusters Score -2043138 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2043172.500000 Penalty: 4758.507324
	Iteration 16Q: 3 clusters Score -2043172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2043203.375000 Penalty: 4758.507324
	Iteration 17Q: 3 clusters Score -2043203 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2043217.625000 Penalty: 4758.507324
	Iteration 18Q: 3 clusters Score -2043218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2043238.250000 Penalty: 4758.507324
	Iteration 19Q: 3 clusters Score -2043238 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2043244.750000 Penalty: 4758.507324
	Iteration 20F: 3 clusters Score -2043245 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2043253.625000 Penalty: 4758.507324
	Iteration 21Q: 3 clusters Score -2043254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2043268.125000 Penalty: 4758.507324
	Iteration 22Q: 3 clusters Score -2043268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2043279.000000 Penalty: 4758.507324
	Iteration 23Q: 3 clusters Score -2043279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2043279.875000 Penalty: 4758.507324
	Iteration 24Q: 3 clusters Score -2043280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2043279.875000 Penalty: 4758.507324
	Iteration 25Q: 3 clusters Score -2043280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2043285.125000 Penalty: 4758.507324
	Iteration 26Q: 3 clusters Score -2043285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2043281.375000 Penalty: 4758.507324
	Iteration 27Q: 3 clusters Score -2043281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2043289.000000 Penalty: 4758.507324
	Iteration 28Q: 3 clusters Score -2043289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2043289.625000 Penalty: 4758.507324
	Iteration 29Q: 3 clusters Score -2043290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2043300.500000 Penalty: 4758.507324
	Iteration 30Q: 3 clusters Score -2043300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2043297.125000 Penalty: 4758.507324
	Iteration 31Q: 3 clusters Score -2043297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2043299.125000 Penalty: 4758.507324
	Iteration 32Q: 3 clusters Score -2043299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2043297.500000 Penalty: 4758.507324
	Iteration 33Q: 3 clusters Score -2043298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2043297.500000 Penalty: 4758.507324
	Iteration 34F: 3 clusters Score -2043298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28754 members 
Entering Unmasked Estep 
Score: -3884168.750000 Penalty: 2546.099854
	Iteration 0F: 2 clusters Score -3884169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3864363.500000 Penalty: 5092.199707
	Iteration 0F: 3 clusters Score -3864364 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -3871374.500000 Penalty: 5092.199707
	Iteration 1F: 3 clusters Score -3871374 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3871887.500000 Penalty: 5092.199707
	Iteration 2F: 3 clusters Score -3871888 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3872366.250000 Penalty: 5092.199707
	Iteration 3Q: 3 clusters Score -3872366 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -3872936.500000 Penalty: 5092.199707
	Iteration 4Q: 3 clusters Score -3872936 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -3873571.750000 Penalty: 5092.199707
	Iteration 5Q: 3 clusters Score -3873572 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -3874187.250000 Penalty: 5092.199707
	Iteration 6Q: 3 clusters Score -3874187 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3874817.250000 Penalty: 5092.199707
	Iteration 7Q: 3 clusters Score -3874817 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3875468.750000 Penalty: 5092.199707
	Iteration 8Q: 3 clusters Score -3875469 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -3876055.250000 Penalty: 5092.199707
	Iteration 9Q: 3 clusters Score -3876055 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3876447.000000 Penalty: 5092.199707
	Iteration 10Q: 3 clusters Score -3876447 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -3876772.750000 Penalty: 5092.199707
	Iteration 11Q: 3 clusters Score -3876773 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -3876976.000000 Penalty: 5092.199707
	Iteration 12Q: 3 clusters Score -3876976 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -3877154.250000 Penalty: 5092.199707
	Iteration 13Q: 3 clusters Score -3877154 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -3877292.250000 Penalty: 5092.199707
	Iteration 14Q: 3 clusters Score -3877292 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3877455.750000 Penalty: 5092.199707
	Iteration 15Q: 3 clusters Score -3877456 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3877603.500000 Penalty: 5092.199707
	Iteration 16Q: 3 clusters Score -3877604 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3877765.500000 Penalty: 5092.199707
	Iteration 17Q: 3 clusters Score -3877766 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -3877931.750000 Penalty: 5092.199707
	Iteration 18Q: 3 clusters Score -3877932 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3878103.500000 Penalty: 5092.199707
	Iteration 19Q: 3 clusters Score -3878104 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -3878267.500000 Penalty: 5092.199707
	Iteration 20F: 3 clusters Score -3878268 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -3878440.750000 Penalty: 5092.199707
	Iteration 21Q: 3 clusters Score -3878441 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -3878642.000000 Penalty: 5092.199707
	Iteration 22Q: 3 clusters Score -3878642 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -3878854.000000 Penalty: 5092.199707
	Iteration 23Q: 3 clusters Score -3878854 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -3879063.750000 Penalty: 5092.199707
	Iteration 24Q: 3 clusters Score -3879064 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -3879279.500000 Penalty: 5092.199707
	Iteration 25Q: 3 clusters Score -3879280 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3879470.750000 Penalty: 5092.199707
	Iteration 26Q: 3 clusters Score -3879471 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -3879595.250000 Penalty: 5092.199707
	Iteration 27Q: 3 clusters Score -3879595 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -3879733.250000 Penalty: 5092.199707
	Iteration 28Q: 3 clusters Score -3879733 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3879853.500000 Penalty: 5092.199707
	Iteration 29Q: 3 clusters Score -3879854 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3879961.000000 Penalty: 5092.199707
	Iteration 30Q: 3 clusters Score -3879961 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -3880019.250000 Penalty: 5092.199707
	Iteration 31Q: 3 clusters Score -3880019 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -3880042.000000 Penalty: 5092.199707
	Iteration 32Q: 3 clusters Score -3880042 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3880069.500000 Penalty: 5092.199707
	Iteration 33Q: 3 clusters Score -3880070 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -3880082.000000 Penalty: 5092.199707
	Iteration 34Q: 3 clusters Score -3880082 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3880106.500000 Penalty: 5092.199707
	Iteration 35Q: 3 clusters Score -3880106 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -3880116.250000 Penalty: 5092.199707
	Iteration 36Q: 3 clusters Score -3880116 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -3880125.250000 Penalty: 5092.199707
	Iteration 37Q: 3 clusters Score -3880125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -3880143.500000 Penalty: 5092.199707
	Iteration 38Q: 3 clusters Score -3880144 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3880149.500000 Penalty: 5092.199707
	Iteration 39Q: 3 clusters Score -3880150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -3880156.500000 Penalty: 5092.199707
	Iteration 40F: 3 clusters Score -3880156 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -3880165.000000 Penalty: 5092.199707
	Iteration 41Q: 3 clusters Score -3880165 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -3880160.250000 Penalty: 5092.199707
	Iteration 42Q: 3 clusters Score -3880160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -3880170.250000 Penalty: 5092.199707
	Iteration 43Q: 3 clusters Score -3880170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -3880179.000000 Penalty: 5092.199707
	Iteration 44Q: 3 clusters Score -3880179 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -3880184.750000 Penalty: 5092.199707
	Iteration 45Q: 3 clusters Score -3880185 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3880194.000000 Penalty: 5092.199707
	Iteration 46Q: 3 clusters Score -3880194 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -3880202.500000 Penalty: 5092.199707
	Iteration 47Q: 3 clusters Score -3880202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -3880209.500000 Penalty: 5092.199707
	Iteration 48Q: 3 clusters Score -3880210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -3880203.750000 Penalty: 5092.199707
	Iteration 49Q: 3 clusters Score -3880204 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -3880210.250000 Penalty: 5092.199707
	Iteration 50Q: 3 clusters Score -3880210 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -3880228.250000 Penalty: 5092.199707
	Iteration 51Q: 3 clusters Score -3880228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -3880242.000000 Penalty: 5092.199707
	Iteration 52Q: 3 clusters Score -3880242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -3880243.250000 Penalty: 5092.199707
	Iteration 53Q: 3 clusters Score -3880243 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3880249.750000 Penalty: 5092.199707
	Iteration 54Q: 3 clusters Score -3880250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -3880246.750000 Penalty: 5092.199707
	Iteration 55Q: 3 clusters Score -3880247 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -3880247.750000 Penalty: 5092.199707
	Iteration 56Q: 3 clusters Score -3880248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -3880256.000000 Penalty: 5092.199707
	Iteration 57Q: 3 clusters Score -3880256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3880262.000000 Penalty: 5092.199707
	Iteration 58Q: 3 clusters Score -3880262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -3880271.500000 Penalty: 5092.199707
	Iteration 59Q: 3 clusters Score -3880272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -3880272.000000 Penalty: 5092.199707
	Iteration 60F: 3 clusters Score -3880272 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3880276.000000 Penalty: 5092.199707
	Iteration 61Q: 3 clusters Score -3880276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -3880280.500000 Penalty: 5092.199707
	Iteration 62Q: 3 clusters Score -3880280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3880278.000000 Penalty: 5092.199707
	Iteration 63Q: 3 clusters Score -3880278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3880277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -3880282.500000 Penalty: 5092.199707
	Iteration 65Q: 3 clusters Score -3880282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3880281.000000 Penalty: 5092.199707
	Iteration 66Q: 3 clusters Score -3880281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -3880284.750000 Penalty: 5092.199707
	Iteration 67Q: 3 clusters Score -3880285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3880285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -3880291.750000 Penalty: 5092.199707
	Iteration 69Q: 3 clusters Score -3880292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -3880293.750000 Penalty: 5092.199707
	Iteration 70Q: 3 clusters Score -3880294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3880293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3880305.500000 Penalty: 5092.199707
	Iteration 72Q: 3 clusters Score -3880306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3880304.500000 Penalty: 5092.199707
	Iteration 73Q: 3 clusters Score -3880304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -3880308.250000 Penalty: 5092.199707
	Iteration 74Q: 3 clusters Score -3880308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3880307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3880317.500000 Penalty: 5092.199707
	Iteration 76Q: 3 clusters Score -3880318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -3880322.000000 Penalty: 5092.199707
	Iteration 77Q: 3 clusters Score -3880322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -3880319.750000 Penalty: 5092.199707
	Iteration 78Q: 3 clusters Score -3880320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3880321.750000 Penalty: 5092.199707
	Iteration 79Q: 3 clusters Score -3880322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3880322.750000 Penalty: 5092.199707
	Iteration 80F: 3 clusters Score -3880323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3880315.750000 Penalty: 5092.199707
	Iteration 81Q: 3 clusters Score -3880316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3880318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -3880320.000000 Penalty: 5092.199707
	Iteration 83Q: 3 clusters Score -3880320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3880322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3880318.750000 Penalty: 5092.199707
	Iteration 85Q: 3 clusters Score -3880319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 20530 members 
Entering Unmasked Estep 
Score: -3880326.250000 Penalty: 5092.199707
	Iteration 86Q: 3 clusters Score -3880326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3880330.250000 Penalty: 5092.199707
	Iteration 87Q: 3 clusters Score -3880330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3880330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -3880327.750000 Penalty: 5092.199707
	Iteration 89Q: 3 clusters Score -3880328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -3880336.250000 Penalty: 5092.199707
	Iteration 90Q: 3 clusters Score -3880336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3880337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3880336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3880333.000000 Penalty: 5092.199707
	Iteration 93Q: 3 clusters Score -3880333 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3880339.500000 Penalty: 5092.199707
	Iteration 94Q: 3 clusters Score -3880340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -3880345.000000 Penalty: 5092.199707
	Iteration 95Q: 3 clusters Score -3880345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -3880351.000000 Penalty: 5092.199707
	Iteration 96Q: 3 clusters Score -3880351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3880346 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -3880353.500000 Penalty: 5092.199707
	Iteration 98Q: 3 clusters Score -3880354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -3880358.000000 Penalty: 5092.199707
	Iteration 99Q: 3 clusters Score -3880358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -3880356.250000 Penalty: 5092.199707
	Iteration 100F: 3 clusters Score -3880356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3880360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3880363.000000 Penalty: 5092.199707
	Iteration 102Q: 3 clusters Score -3880363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3880363 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -3880369.500000 Penalty: 5092.199707
	Iteration 104Q: 3 clusters Score -3880370 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3880374.250000 Penalty: 5092.199707
	Iteration 105Q: 3 clusters Score -3880374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -3880376.000000 Penalty: 5092.199707
	Iteration 106Q: 3 clusters Score -3880376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3880375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3880374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3880375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3880382.750000 Penalty: 5092.199707
	Iteration 110Q: 3 clusters Score -3880383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -3880384.500000 Penalty: 5092.199707
	Iteration 111Q: 3 clusters Score -3880384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -3880388.500000 Penalty: 5092.199707
	Iteration 112Q: 3 clusters Score -3880388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3880392.000000 Penalty: 5092.199707
	Iteration 113Q: 3 clusters Score -3880392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -3880396.500000 Penalty: 5092.199707
	Iteration 114Q: 3 clusters Score -3880396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -3880403.500000 Penalty: 5092.199707
	Iteration 115Q: 3 clusters Score -3880404 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3880399.250000 Penalty: 5092.199707
	Iteration 116Q: 3 clusters Score -3880399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3880397 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3880397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -3880418.750000 Penalty: 5092.199707
	Iteration 119Q: 3 clusters Score -3880419 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -3880429.500000 Penalty: 5092.199707
	Iteration 120F: 3 clusters Score -3880430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3880430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -3880436.000000 Penalty: 5092.199707
	Iteration 122Q: 3 clusters Score -3880436 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -3880424.500000 Penalty: 5092.199707
	Iteration 123Q: 3 clusters Score -3880424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3880437.000000 Penalty: 5092.199707
	Iteration 124Q: 3 clusters Score -3880437 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3880432.500000 Penalty: 5092.199707
	Iteration 125Q: 3 clusters Score -3880432 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -3880443.750000 Penalty: 5092.199707
	Iteration 126Q: 3 clusters Score -3880444 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -3880453.750000 Penalty: 5092.199707
	Iteration 127Q: 3 clusters Score -3880454 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3880460.250000 Penalty: 5092.199707
	Iteration 128Q: 3 clusters Score -3880460 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3880460 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3880471.500000 Penalty: 5092.199707
	Iteration 130Q: 3 clusters Score -3880472 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3880474.250000 Penalty: 5092.199707
	Iteration 131Q: 3 clusters Score -3880474 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -3880478.500000 Penalty: 5092.199707
	Iteration 132Q: 3 clusters Score -3880478 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -3880495.250000 Penalty: 5092.199707
	Iteration 133Q: 3 clusters Score -3880495 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3880502.750000 Penalty: 5092.199707
	Iteration 134Q: 3 clusters Score -3880503 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -3880525.000000 Penalty: 5092.199707
	Iteration 135Q: 3 clusters Score -3880525 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3880538 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3880549.250000 Penalty: 5092.199707
	Iteration 137Q: 3 clusters Score -3880549 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -3880571.750000 Penalty: 5092.199707
	Iteration 138Q: 3 clusters Score -3880572 nChanged 139
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Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3880586 nChanged 141
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Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -3880604.500000 Penalty: 5092.199707
	Iteration 140F: 3 clusters Score -3880604 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -3880630.000000 Penalty: 5092.199707
	Iteration 141Q: 3 clusters Score -3880630 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3880664.500000 Penalty: 5092.199707
	Iteration 142Q: 3 clusters Score -3880664 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -3880693.750000 Penalty: 5092.199707
	Iteration 143Q: 3 clusters Score -3880694 nChanged 165
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3880723.000000 Penalty: 5092.199707
	Iteration 144Q: 3 clusters Score -3880723 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -3880762.000000 Penalty: 5092.199707
	Iteration 145Q: 3 clusters Score -3880762 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3880774.000000 Penalty: 5092.199707
	Iteration 146Q: 3 clusters Score -3880774 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3880805.500000 Penalty: 5092.199707
	Iteration 147Q: 3 clusters Score -3880806 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -3880828.000000 Penalty: 5092.199707
	Iteration 148Q: 3 clusters Score -3880828 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -3880847.500000 Penalty: 5092.199707
	Iteration 149Q: 3 clusters Score -3880848 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3880878.750000 Penalty: 5092.199707
	Iteration 150Q: 3 clusters Score -3880879 nChanged 136
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3880892.250000 Penalty: 5092.199707
	Iteration 151Q: 3 clusters Score -3880892 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3880910.000000 Penalty: 5092.199707
	Iteration 152Q: 3 clusters Score -3880910 nChanged 122
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Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -3880939.250000 Penalty: 5092.199707
	Iteration 153Q: 3 clusters Score -3880939 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3880938.000000 Penalty: 5092.199707
	Iteration 154Q: 3 clusters Score -3880938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3880949.000000 Penalty: 5092.199707
	Iteration 155Q: 3 clusters Score -3880949 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3880967.000000 Penalty: 5092.199707
	Iteration 156Q: 3 clusters Score -3880967 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3880973.750000 Penalty: 5092.199707
	Iteration 157Q: 3 clusters Score -3880974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -3880988.250000 Penalty: 5092.199707
	Iteration 158Q: 3 clusters Score -3880988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3880999.000000 Penalty: 5092.199707
	Iteration 159Q: 3 clusters Score -3880999 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3880995.250000 Penalty: 5092.199707
	Iteration 160F: 3 clusters Score -3880995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -3881000.250000 Penalty: 5092.199707
	Iteration 161Q: 3 clusters Score -3881000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -3881001.250000 Penalty: 5092.199707
	Iteration 162Q: 3 clusters Score -3881001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -3881004.750000 Penalty: 5092.199707
	Iteration 163Q: 3 clusters Score -3881005 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3881017.500000 Penalty: 5092.199707
	Iteration 164Q: 3 clusters Score -3881018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -3881023.750000 Penalty: 5092.199707
	Iteration 165Q: 3 clusters Score -3881024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3881026.500000 Penalty: 5092.199707
	Iteration 166Q: 3 clusters Score -3881026 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -3881028.750000 Penalty: 5092.199707
	Iteration 167Q: 3 clusters Score -3881029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3881024.000000 Penalty: 5092.199707
	Iteration 168Q: 3 clusters Score -3881024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -3881021.500000 Penalty: 5092.199707
	Iteration 169Q: 3 clusters Score -3881022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -3881023.000000 Penalty: 5092.199707
	Iteration 170Q: 3 clusters Score -3881023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -3881014.000000 Penalty: 5092.199707
	Iteration 171Q: 3 clusters Score -3881014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3881009.250000 Penalty: 5092.199707
	Iteration 172Q: 3 clusters Score -3881009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -3881011.250000 Penalty: 5092.199707
	Iteration 173Q: 3 clusters Score -3881011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -3881011.000000 Penalty: 5092.199707
	Iteration 174Q: 3 clusters Score -3881011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3881012.250000 Penalty: 5092.199707
	Iteration 175Q: 3 clusters Score -3881012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3881009.000000 Penalty: 5092.199707
	Iteration 176Q: 3 clusters Score -3881009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -3881006.500000 Penalty: 5092.199707
	Iteration 177Q: 3 clusters Score -3881006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -3881006.000000 Penalty: 5092.199707
	Iteration 178Q: 3 clusters Score -3881006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -3881004.500000 Penalty: 5092.199707
	Iteration 179Q: 3 clusters Score -3881004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3881002.000000 Penalty: 5092.199707
	Iteration 180F: 3 clusters Score -3881002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -3881004.000000 Penalty: 5092.199707
	Iteration 181Q: 3 clusters Score -3881004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3881006.750000 Penalty: 5092.199707
	Iteration 182Q: 3 clusters Score -3881007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -3881002.750000 Penalty: 5092.199707
	Iteration 183Q: 3 clusters Score -3881003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3881004.500000 Penalty: 5092.199707
	Iteration 184Q: 3 clusters Score -3881004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -3881008.250000 Penalty: 5092.199707
	Iteration 185Q: 3 clusters Score -3881008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3881012.500000 Penalty: 5092.199707
	Iteration 186Q: 3 clusters Score -3881012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -3881007.500000 Penalty: 5092.199707
	Iteration 187Q: 3 clusters Score -3881008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -3881007.500000 Penalty: 5092.199707
	Iteration 188Q: 3 clusters Score -3881008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3881008.000000 Penalty: 5092.199707
	Iteration 189Q: 3 clusters Score -3881008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3881012.750000 Penalty: 5092.199707
	Iteration 190Q: 3 clusters Score -3881013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -3881016.000000 Penalty: 5092.199707
	Iteration 191Q: 3 clusters Score -3881016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3881026.500000 Penalty: 5092.199707
	Iteration 192Q: 3 clusters Score -3881026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -3881027.250000 Penalty: 5092.199707
	Iteration 193Q: 3 clusters Score -3881027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3881029.750000 Penalty: 5092.199707
	Iteration 194Q: 3 clusters Score -3881030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3881029.750000 Penalty: 5092.199707
	Iteration 195Q: 3 clusters Score -3881030 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -3881040.500000 Penalty: 5092.199707
	Iteration 196Q: 3 clusters Score -3881040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -3881044.250000 Penalty: 5092.199707
	Iteration 197Q: 3 clusters Score -3881044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -3881039.750000 Penalty: 5092.199707
	Iteration 198Q: 3 clusters Score -3881040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -3881037.250000 Penalty: 5092.199707
	Iteration 199Q: 3 clusters Score -3881037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -3881036.250000 Penalty: 5092.199707
	Iteration 200F: 3 clusters Score -3881036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3881033.500000 Penalty: 5092.199707
	Iteration 201Q: 3 clusters Score -3881034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -3881047.250000 Penalty: 5092.199707
	Iteration 202Q: 3 clusters Score -3881047 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3881055.000000 Penalty: 5092.199707
	Iteration 203Q: 3 clusters Score -3881055 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -3881055.500000 Penalty: 5092.199707
	Iteration 204Q: 3 clusters Score -3881056 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3881053.000000 Penalty: 5092.199707
	Iteration 205Q: 3 clusters Score -3881053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3881056.000000 Penalty: 5092.199707
	Iteration 206Q: 3 clusters Score -3881056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3881056.000000 Penalty: 5092.199707
	Iteration 207Q: 3 clusters Score -3881056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -3881051.500000 Penalty: 5092.199707
	Iteration 208Q: 3 clusters Score -3881052 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -3881054.250000 Penalty: 5092.199707
	Iteration 209Q: 3 clusters Score -3881054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3881056.750000 Penalty: 5092.199707
	Iteration 210Q: 3 clusters Score -3881057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -3881056.000000 Penalty: 5092.199707
	Iteration 211Q: 3 clusters Score -3881056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3881061.750000 Penalty: 5092.199707
	Iteration 212Q: 3 clusters Score -3881062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3881065.000000 Penalty: 5092.199707
	Iteration 213Q: 3 clusters Score -3881065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3881064.500000 Penalty: 5092.199707
	Iteration 214Q: 3 clusters Score -3881064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3881061.750000 Penalty: 5092.199707
	Iteration 215Q: 3 clusters Score -3881062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3881064.000000 Penalty: 5092.199707
	Iteration 216Q: 3 clusters Score -3881064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3881064.000000 Penalty: 5092.199707
	Iteration 217Q: 3 clusters Score -3881064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -3881060.750000 Penalty: 5092.199707
	Iteration 218Q: 3 clusters Score -3881061 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3881059.000000 Penalty: 5092.199707
	Iteration 219Q: 3 clusters Score -3881059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3881059.250000 Penalty: 5092.199707
	Iteration 220F: 3 clusters Score -3881059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3881059.250000 Penalty: 5092.199707
	Iteration 221Q: 3 clusters Score -3881059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -3881059.250000 Penalty: 5092.199707
	Iteration 222F: 3 clusters Score -3881059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Entering Unmasked Estep 
Score: -6406983.500000 Penalty: 2665.909424
	Iteration 0F: 2 clusters Score -6406984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -6375688.500000 Penalty: 5331.818848
	Iteration 0F: 3 clusters Score -6375688 nChanged 21453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -6387540.000000 Penalty: 5331.818848
	Iteration 1F: 3 clusters Score -6387540 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -6388081.000000 Penalty: 5331.818848
	Iteration 2Q: 3 clusters Score -6388081 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -6388711.500000 Penalty: 5331.818848
	Iteration 3Q: 3 clusters Score -6388712 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -6389391.500000 Penalty: 5331.818848
	Iteration 4Q: 3 clusters Score -6389392 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28498 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -6390343.000000 Penalty: 5331.818848
	Iteration 5Q: 3 clusters Score -6390343 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -6391670.500000 Penalty: 5331.818848
	Iteration 6F: 3 clusters Score -6391670 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -6393575.000000 Penalty: 5331.818848
	Iteration 7F: 3 clusters Score -6393575 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -6396030.500000 Penalty: 5331.818848
	Iteration 8F: 3 clusters Score -6396030 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39551 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -6398839.000000 Penalty: 5331.818848
	Iteration 9F: 3 clusters Score -6398839 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -6401266.000000 Penalty: 5331.818848
	Iteration 10F: 3 clusters Score -6401266 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6402904.000000 Penalty: 5331.818848
	Iteration 11Q: 3 clusters Score -6402904 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -6403838.500000 Penalty: 5331.818848
	Iteration 12Q: 3 clusters Score -6403838 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6404224.500000 Penalty: 5331.818848
	Iteration 13Q: 3 clusters Score -6404224 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6404436.000000 Penalty: 5331.818848
	Iteration 14Q: 3 clusters Score -6404436 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6404568.500000 Penalty: 5331.818848
	Iteration 15Q: 3 clusters Score -6404568 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6404636.500000 Penalty: 5331.818848
	Iteration 16Q: 3 clusters Score -6404636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6404692.000000 Penalty: 5331.818848
	Iteration 17Q: 3 clusters Score -6404692 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6404745.000000 Penalty: 5331.818848
	Iteration 18Q: 3 clusters Score -6404745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6404771.500000 Penalty: 5331.818848
	Iteration 19Q: 3 clusters Score -6404772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6404777.500000 Penalty: 5331.818848
	Iteration 20F: 3 clusters Score -6404778 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6404784.500000 Penalty: 5331.818848
	Iteration 21Q: 3 clusters Score -6404784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45924 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6404793.500000 Penalty: 5331.818848
	Iteration 22Q: 3 clusters Score -6404794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6404800.000000 Penalty: 5331.818848
	Iteration 23Q: 3 clusters Score -6404800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -6404807.000000 Penalty: 5331.818848
	Iteration 24Q: 3 clusters Score -6404807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6404805.000000 Penalty: 5331.818848
	Iteration 25Q: 3 clusters Score -6404805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6404812.500000 Penalty: 5331.818848
	Iteration 26Q: 3 clusters Score -6404812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6404804.500000 Penalty: 5331.818848
	Iteration 27Q: 3 clusters Score -6404804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6404815.500000 Penalty: 5331.818848
	Iteration 28Q: 3 clusters Score -6404816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6404826.000000 Penalty: 5331.818848
	Iteration 29Q: 3 clusters Score -6404826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6404832.000000 Penalty: 5331.818848
	Iteration 30Q: 3 clusters Score -6404832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6404830.500000 Penalty: 5331.818848
	Iteration 31Q: 3 clusters Score -6404830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6404840.000000 Penalty: 5331.818848
	Iteration 32Q: 3 clusters Score -6404840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6404844.500000 Penalty: 5331.818848
	Iteration 33Q: 3 clusters Score -6404844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6404846.500000 Penalty: 5331.818848
	Iteration 34Q: 3 clusters Score -6404846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6404859.500000 Penalty: 5331.818848
	Iteration 35Q: 3 clusters Score -6404860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -6404860.000000 Penalty: 5331.818848
	Iteration 36Q: 3 clusters Score -6404860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6404859.500000 Penalty: 5331.818848
	Iteration 37Q: 3 clusters Score -6404860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -6404859.500000 Penalty: 5331.818848
	Iteration 38F: 3 clusters Score -6404860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Entering Unmasked Estep 
Score: -2405509.250000 Penalty: 2424.854980
	Iteration 0F: 2 clusters Score -2405509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -2393001.500000 Penalty: 4849.709961
	Iteration 0F: 3 clusters Score -2393002 nChanged 7611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2397046.750000 Penalty: 4849.709961
	Iteration 1F: 3 clusters Score -2397047 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2397445.750000 Penalty: 4849.709961
	Iteration 2F: 3 clusters Score -2397446 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -2397823.000000 Penalty: 4849.709961
	Iteration 3F: 3 clusters Score -2397823 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2398196.500000 Penalty: 4849.709961
	Iteration 4Q: 3 clusters Score -2398196 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -2398619.500000 Penalty: 4849.709961
	Iteration 5Q: 3 clusters Score -2398620 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2399106.750000 Penalty: 4849.709961
	Iteration 6F: 3 clusters Score -2399107 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2399681.500000 Penalty: 4849.709961
	Iteration 7F: 3 clusters Score -2399682 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2400357.000000 Penalty: 4849.709961
	Iteration 8F: 3 clusters Score -2400357 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2401039.500000 Penalty: 4849.709961
	Iteration 9F: 3 clusters Score -2401040 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -2401658.750000 Penalty: 4849.709961
	Iteration 10Q: 3 clusters Score -2401659 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2402170.250000 Penalty: 4849.709961
	Iteration 11Q: 3 clusters Score -2402170 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2402586.750000 Penalty: 4849.709961
	Iteration 12Q: 3 clusters Score -2402587 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -2402841.500000 Penalty: 4849.709961
	Iteration 13Q: 3 clusters Score -2402842 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2403011.750000 Penalty: 4849.709961
	Iteration 14Q: 3 clusters Score -2403012 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2403129.250000 Penalty: 4849.709961
	Iteration 15Q: 3 clusters Score -2403129 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2403206.500000 Penalty: 4849.709961
	Iteration 16Q: 3 clusters Score -2403206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2403259.250000 Penalty: 4849.709961
	Iteration 17Q: 3 clusters Score -2403259 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2403304.250000 Penalty: 4849.709961
	Iteration 18Q: 3 clusters Score -2403304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2403325.000000 Penalty: 4849.709961
	Iteration 19Q: 3 clusters Score -2403325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2403339.000000 Penalty: 4849.709961
	Iteration 20F: 3 clusters Score -2403339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2403350.500000 Penalty: 4849.709961
	Iteration 21Q: 3 clusters Score -2403350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2403359.500000 Penalty: 4849.709961
	Iteration 22Q: 3 clusters Score -2403360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2403367.750000 Penalty: 4849.709961
	Iteration 23Q: 3 clusters Score -2403368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2403372.000000 Penalty: 4849.709961
	Iteration 24Q: 3 clusters Score -2403372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2403377.750000 Penalty: 4849.709961
	Iteration 25Q: 3 clusters Score -2403378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2403379.000000 Penalty: 4849.709961
	Iteration 26Q: 3 clusters Score -2403379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2403379.000000 Penalty: 4849.709961
	Iteration 27Q: 3 clusters Score -2403379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -2403380.000000 Penalty: 4849.709961
	Iteration 28Q: 3 clusters Score -2403380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -2403383.750000 Penalty: 4849.709961
	Iteration 29Q: 3 clusters Score -2403384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -2403389.500000 Penalty: 4849.709961
	Iteration 30Q: 3 clusters Score -2403390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2403391.000000 Penalty: 4849.709961
	Iteration 31Q: 3 clusters Score -2403391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2403390.500000 Penalty: 4849.709961
	Iteration 32Q: 3 clusters Score -2403390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2403392.000000 Penalty: 4849.709961
	Iteration 33Q: 3 clusters Score -2403392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2403392.000000 Penalty: 4849.709961
	Iteration 34F: 3 clusters Score -2403392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -196826.687500 Penalty: 1816.963501
	Iteration 0F: 2 clusters Score -196826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -194540.953125 Penalty: 3633.927002
	Iteration 0F: 3 clusters Score -194541 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -195424.281250 Penalty: 3633.927002
	Iteration 1F: 3 clusters Score -195424.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -196403.125000 Penalty: 3633.927002
	Iteration 2F: 3 clusters Score -196403.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -197224.609375 Penalty: 3633.927002
	Iteration 3F: 3 clusters Score -197224.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -197869.234375 Penalty: 3633.927002
	Iteration 4F: 3 clusters Score -197869.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -198212.718750 Penalty: 3633.927002
	Iteration 5F: 3 clusters Score -198212.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -198507.718750 Penalty: 3633.927002
	Iteration 6Q: 3 clusters Score -198507.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -198734.734375 Penalty: 3633.927002
	Iteration 7Q: 3 clusters Score -198734.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -198874.375000 Penalty: 3633.927002
	Iteration 8Q: 3 clusters Score -198874.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -198886.062500 Penalty: 3633.927002
	Iteration 9Q: 3 clusters Score -198886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -198886.062500 Penalty: 3633.927002
	Iteration 10F: 3 clusters Score -198886.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 46613 members 
Mstep: Class 4 contains 17635 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 74673 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142935 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52227 members 
Mstep: Class 13 contains 7257 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51352 members 
Mstep: Class 16 contains 28906 members 
Mstep: Class 17 contains 52135 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26060 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29527 members 
Mstep: Class 24 contains 5969 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283500 members 
Mstep: Class 28 contains 1060 members 
Entering Unmasked Estep 
Score: -122225216.000000 Penalty: 95255.710938
Splitting cluster 5 changes total score from -122224824.000000 to -122225216.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 6 (3984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Entering Unmasked Estep 
Score: -595686.812500 Penalty: 2055.930420
	Iteration 0F: 2 clusters Score -595686.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -591785.000000 Penalty: 4111.860840
	Iteration 0F: 3 clusters Score -591785 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -592576.562500 Penalty: 4111.860840
	Iteration 1F: 3 clusters Score -592576.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -592740.687500 Penalty: 4111.860840
	Iteration 2F: 3 clusters Score -592740.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -592839.625000 Penalty: 4111.860840
	Iteration 3Q: 3 clusters Score -592839.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -592898.125000 Penalty: 4111.860840
	Iteration 4Q: 3 clusters Score -592898.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -592945.562500 Penalty: 4111.860840
	Iteration 5Q: 3 clusters Score -592945.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -592984.312500 Penalty: 4111.860840
	Iteration 6Q: 3 clusters Score -592984.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -593011.187500 Penalty: 4111.860840
	Iteration 7Q: 3 clusters Score -593011.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -593026.187500 Penalty: 4111.860840
	Iteration 8Q: 3 clusters Score -593026.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -593039.187500 Penalty: 4111.860840
	Iteration 9Q: 3 clusters Score -593039.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -593053.062500 Penalty: 4111.860840
	Iteration 10Q: 3 clusters Score -593053.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -593067.687500 Penalty: 4111.860840
	Iteration 11Q: 3 clusters Score -593067.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -593080.937500 Penalty: 4111.860840
	Iteration 12Q: 3 clusters Score -593080.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -593103.562500 Penalty: 4111.860840
	Iteration 13Q: 3 clusters Score -593103.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -593120.375000 Penalty: 4111.860840
	Iteration 14Q: 3 clusters Score -593120.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -593139.500000 Penalty: 4111.860840
	Iteration 15Q: 3 clusters Score -593139.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -593153.500000 Penalty: 4111.860840
	Iteration 16Q: 3 clusters Score -593153.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -593163.875000 Penalty: 4111.860840
	Iteration 17Q: 3 clusters Score -593163.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -593173.812500 Penalty: 4111.860840
	Iteration 18Q: 3 clusters Score -593173.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -593185.875000 Penalty: 4111.860840
	Iteration 19Q: 3 clusters Score -593185.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -593198.625000 Penalty: 4111.860840
	Iteration 20F: 3 clusters Score -593198.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -593212.250000 Penalty: 4111.860840
	Iteration 21Q: 3 clusters Score -593212.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -593224.937500 Penalty: 4111.860840
	Iteration 22Q: 3 clusters Score -593224.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -593235.062500 Penalty: 4111.860840
	Iteration 23Q: 3 clusters Score -593235.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -593248.562500 Penalty: 4111.860840
	Iteration 24Q: 3 clusters Score -593248.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -593268.875000 Penalty: 4111.860840
	Iteration 25Q: 3 clusters Score -593268.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -593292.187500 Penalty: 4111.860840
	Iteration 26Q: 3 clusters Score -593292.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -593308.250000 Penalty: 4111.860840
	Iteration 27Q: 3 clusters Score -593308.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -593325.437500 Penalty: 4111.860840
	Iteration 28Q: 3 clusters Score -593325.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -593343.125000 Penalty: 4111.860840
	Iteration 29Q: 3 clusters Score -593343.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -593359.937500 Penalty: 4111.860840
	Iteration 30Q: 3 clusters Score -593359.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -593373.437500 Penalty: 4111.860840
	Iteration 31Q: 3 clusters Score -593373.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -593391.125000 Penalty: 4111.860840
	Iteration 32Q: 3 clusters Score -593391.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -593408.875000 Penalty: 4111.860840
	Iteration 33Q: 3 clusters Score -593408.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -593419.250000 Penalty: 4111.860840
	Iteration 34Q: 3 clusters Score -593419.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -593428.937500 Penalty: 4111.860840
	Iteration 35Q: 3 clusters Score -593428.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -593437.125000 Penalty: 4111.860840
	Iteration 36Q: 3 clusters Score -593437.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -593448.312500 Penalty: 4111.860840
	Iteration 37Q: 3 clusters Score -593448.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -593457.687500 Penalty: 4111.860840
	Iteration 38Q: 3 clusters Score -593457.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -593469.125000 Penalty: 4111.860840
	Iteration 39Q: 3 clusters Score -593469.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -593488.625000 Penalty: 4111.860840
	Iteration 40F: 3 clusters Score -593488.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -593503.625000 Penalty: 4111.860840
	Iteration 41Q: 3 clusters Score -593503.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -593521.375000 Penalty: 4111.860840
	Iteration 42Q: 3 clusters Score -593521.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -593535.250000 Penalty: 4111.860840
	Iteration 43Q: 3 clusters Score -593535.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -593544.187500 Penalty: 4111.860840
	Iteration 44Q: 3 clusters Score -593544.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -593555.312500 Penalty: 4111.860840
	Iteration 45Q: 3 clusters Score -593555.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -593570.187500 Penalty: 4111.860840
	Iteration 46Q: 3 clusters Score -593570.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -593581.687500 Penalty: 4111.860840
	Iteration 47Q: 3 clusters Score -593581.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -593595.687500 Penalty: 4111.860840
	Iteration 48Q: 3 clusters Score -593595.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -593609.500000 Penalty: 4111.860840
	Iteration 49Q: 3 clusters Score -593609.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -593622.875000 Penalty: 4111.860840
	Iteration 50Q: 3 clusters Score -593622.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -593640.812500 Penalty: 4111.860840
	Iteration 51Q: 3 clusters Score -593640.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -593657.500000 Penalty: 4111.860840
	Iteration 52Q: 3 clusters Score -593657.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -593677.062500 Penalty: 4111.860840
	Iteration 53Q: 3 clusters Score -593677.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -593690.625000 Penalty: 4111.860840
	Iteration 54Q: 3 clusters Score -593690.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -593701.812500 Penalty: 4111.860840
	Iteration 55Q: 3 clusters Score -593701.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -593710.875000 Penalty: 4111.860840
	Iteration 56Q: 3 clusters Score -593710.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -593723.375000 Penalty: 4111.860840
	Iteration 57Q: 3 clusters Score -593723.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -593739.562500 Penalty: 4111.860840
	Iteration 58Q: 3 clusters Score -593739.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -593756.000000 Penalty: 4111.860840
	Iteration 59Q: 3 clusters Score -593756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -593766.937500 Penalty: 4111.860840
	Iteration 60F: 3 clusters Score -593766.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -593785.375000 Penalty: 4111.860840
	Iteration 61Q: 3 clusters Score -593785.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -593799.625000 Penalty: 4111.860840
	Iteration 62Q: 3 clusters Score -593799.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -593810.500000 Penalty: 4111.860840
	Iteration 63Q: 3 clusters Score -593810.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -593818.750000 Penalty: 4111.860840
	Iteration 64Q: 3 clusters Score -593818.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -593827.250000 Penalty: 4111.860840
	Iteration 65Q: 3 clusters Score -593827.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -593835.500000 Penalty: 4111.860840
	Iteration 66Q: 3 clusters Score -593835.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -593840.875000 Penalty: 4111.860840
	Iteration 67Q: 3 clusters Score -593840.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -593848.250000 Penalty: 4111.860840
	Iteration 68Q: 3 clusters Score -593848.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -593856.875000 Penalty: 4111.860840
	Iteration 69Q: 3 clusters Score -593856.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -593863.562500 Penalty: 4111.860840
	Iteration 70Q: 3 clusters Score -593863.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -593867.562500 Penalty: 4111.860840
	Iteration 71Q: 3 clusters Score -593867.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -593869.187500 Penalty: 4111.860840
	Iteration 72Q: 3 clusters Score -593869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -593869.750000 Penalty: 4111.860840
	Iteration 73Q: 3 clusters Score -593869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -593873.125000 Penalty: 4111.860840
	Iteration 74Q: 3 clusters Score -593873.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -593878.500000 Penalty: 4111.860840
	Iteration 75Q: 3 clusters Score -593878.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -593885.125000 Penalty: 4111.860840
	Iteration 76Q: 3 clusters Score -593885.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -593888.625000 Penalty: 4111.860840
	Iteration 77Q: 3 clusters Score -593888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -593889.812500 Penalty: 4111.860840
	Iteration 78Q: 3 clusters Score -593889.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -593894.375000 Penalty: 4111.860840
	Iteration 79Q: 3 clusters Score -593894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -593895.187500 Penalty: 4111.860840
	Iteration 80F: 3 clusters Score -593895.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -593897.312500 Penalty: 4111.860840
	Iteration 81Q: 3 clusters Score -593897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -593900.250000 Penalty: 4111.860840
	Iteration 82Q: 3 clusters Score -593900.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -593899.875000 Penalty: 4111.860840
	Iteration 83Q: 3 clusters Score -593899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -593899.875000 Penalty: 4111.860840
	Iteration 84F: 3 clusters Score -593899.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (74673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Entering Unmasked Estep 
Score: -10371121.000000 Penalty: 2782.776611
	Iteration 0F: 2 clusters Score -1.037112e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -10320969.000000 Penalty: 5565.553223
	Iteration 0F: 3 clusters Score -1.032097e+07 nChanged 35012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 37630 members 
Entering Unmasked Estep 
Score: -10340967.000000 Penalty: 5565.553223
	Iteration 1F: 3 clusters Score -1.034097e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -10342190.000000 Penalty: 5565.553223
	Iteration 2Q: 3 clusters Score -1.034219e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -10343946.000000 Penalty: 5565.553223
	Iteration 3Q: 3 clusters Score -1.034395e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -10346172.000000 Penalty: 5565.553223
	Iteration 4F: 3 clusters Score -1.034617e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -10349080.000000 Penalty: 5565.553223
	Iteration 5F: 3 clusters Score -1.034908e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34104 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -10352280.000000 Penalty: 5565.553223
	Iteration 6F: 3 clusters Score -1.035228e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -10355485.000000 Penalty: 5565.553223
	Iteration 7F: 3 clusters Score -1.035548e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -10358295.000000 Penalty: 5565.553223
	Iteration 8F: 3 clusters Score -1.03583e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -10359957.000000 Penalty: 5565.553223
	Iteration 9Q: 3 clusters Score -1.035996e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -10360677.000000 Penalty: 5565.553223
	Iteration 10Q: 3 clusters Score -1.036068e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -10361082.000000 Penalty: 5565.553223
	Iteration 11Q: 3 clusters Score -1.036108e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -10361286.000000 Penalty: 5565.553223
	Iteration 12Q: 3 clusters Score -1.036129e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -10361489.000000 Penalty: 5565.553223
	Iteration 13Q: 3 clusters Score -1.036149e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 47408 members 
Entering Unmasked Estep 
Score: -10361699.000000 Penalty: 5565.553223
	Iteration 14Q: 3 clusters Score -1.03617e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -10361828.000000 Penalty: 5565.553223
	Iteration 15Q: 3 clusters Score -1.036183e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -10361992.000000 Penalty: 5565.553223
	Iteration 16Q: 3 clusters Score -1.036199e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -10362170.000000 Penalty: 5565.553223
	Iteration 17Q: 3 clusters Score -1.036217e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 50283 members 
Entering Unmasked Estep 
Score: -10362347.000000 Penalty: 5565.553223
	Iteration 18Q: 3 clusters Score -1.036235e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 51075 members 
Entering Unmasked Estep 
Score: -10362528.000000 Penalty: 5565.553223
	Iteration 19Q: 3 clusters Score -1.036253e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -10362826.000000 Penalty: 5565.553223
	Iteration 20F: 3 clusters Score -1.036283e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -10363100.000000 Penalty: 5565.553223
	Iteration 21Q: 3 clusters Score -1.03631e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -10363428.000000 Penalty: 5565.553223
	Iteration 22Q: 3 clusters Score -1.036343e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -10363749.000000 Penalty: 5565.553223
	Iteration 23Q: 3 clusters Score -1.036375e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 56098 members 
Entering Unmasked Estep 
Score: -10364150.000000 Penalty: 5565.553223
	Iteration 24Q: 3 clusters Score -1.036415e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -10364613.000000 Penalty: 5565.553223
	Iteration 25Q: 3 clusters Score -1.036461e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 58494 members 
Entering Unmasked Estep 
Score: -10365246.000000 Penalty: 5565.553223
	Iteration 26Q: 3 clusters Score -1.036525e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -10365986.000000 Penalty: 5565.553223
	Iteration 27Q: 3 clusters Score -1.036599e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -10366861.000000 Penalty: 5565.553223
	Iteration 28Q: 3 clusters Score -1.036686e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 62183 members 
Entering Unmasked Estep 
Score: -10367779.000000 Penalty: 5565.553223
	Iteration 29Q: 3 clusters Score -1.036778e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 63169 members 
Entering Unmasked Estep 
Score: -10368619.000000 Penalty: 5565.553223
	Iteration 30Q: 3 clusters Score -1.036862e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 63988 members 
Entering Unmasked Estep 
Score: -10369219.000000 Penalty: 5565.553223
	Iteration 31Q: 3 clusters Score -1.036922e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 64607 members 
Entering Unmasked Estep 
Score: -10369565.000000 Penalty: 5565.553223
	Iteration 32Q: 3 clusters Score -1.036956e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -10369757.000000 Penalty: 5565.553223
	Iteration 33Q: 3 clusters Score -1.036976e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 65446 members 
Entering Unmasked Estep 
Score: -10369906.000000 Penalty: 5565.553223
	Iteration 34Q: 3 clusters Score -1.036991e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -10369973.000000 Penalty: 5565.553223
	Iteration 35Q: 3 clusters Score -1.036997e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -10370002.000000 Penalty: 5565.553223
	Iteration 36Q: 3 clusters Score -1.037e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 66166 members 
Entering Unmasked Estep 
Score: -10370056.000000 Penalty: 5565.553223
	Iteration 37Q: 3 clusters Score -1.037006e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -10370094.000000 Penalty: 5565.553223
	Iteration 38Q: 3 clusters Score -1.037009e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 66487 members 
Entering Unmasked Estep 
Score: -10370121.000000 Penalty: 5565.553223
	Iteration 39Q: 3 clusters Score -1.037012e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 66614 members 
Entering Unmasked Estep 
Score: -10370145.000000 Penalty: 5565.553223
	Iteration 40F: 3 clusters Score -1.037014e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -10370169.000000 Penalty: 5565.553223
	Iteration 41Q: 3 clusters Score -1.037017e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -10370198.000000 Penalty: 5565.553223
	Iteration 42Q: 3 clusters Score -1.03702e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 66936 members 
Entering Unmasked Estep 
Score: -10370196.000000 Penalty: 5565.553223
	Iteration 43Q: 3 clusters Score -1.03702e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 67004 members 
Entering Unmasked Estep 
Score: -10370198.000000 Penalty: 5565.553223
	Iteration 44Q: 3 clusters Score -1.03702e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 67056 members 
Entering Unmasked Estep 
Score: -10370201.000000 Penalty: 5565.553223
	Iteration 45Q: 3 clusters Score -1.03702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -10370225.000000 Penalty: 5565.553223
	Iteration 46Q: 3 clusters Score -1.037022e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 67108 members 
Entering Unmasked Estep 
Score: -10370238.000000 Penalty: 5565.553223
	Iteration 47Q: 3 clusters Score -1.037024e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 67136 members 
Entering Unmasked Estep 
Score: -10370229.000000 Penalty: 5565.553223
	Iteration 48Q: 3 clusters Score -1.037023e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 67161 members 
Entering Unmasked Estep 
Score: -10370233.000000 Penalty: 5565.553223
	Iteration 49Q: 3 clusters Score -1.037023e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 67187 members 
Entering Unmasked Estep 
Score: -10370217.000000 Penalty: 5565.553223
	Iteration 50Q: 3 clusters Score -1.037022e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 67213 members 
Entering Unmasked Estep 
Score: -10370230.000000 Penalty: 5565.553223
	Iteration 51Q: 3 clusters Score -1.037023e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 67247 members 
Entering Unmasked Estep 
Score: -10370224.000000 Penalty: 5565.553223
	Iteration 52Q: 3 clusters Score -1.037022e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 67284 members 
Entering Unmasked Estep 
Score: -10370203.000000 Penalty: 5565.553223
	Iteration 53Q: 3 clusters Score -1.03702e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 67323 members 
Entering Unmasked Estep 
Score: -10370235.000000 Penalty: 5565.553223
	Iteration 54Q: 3 clusters Score -1.037024e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 67347 members 
Entering Unmasked Estep 
Score: -10370236.000000 Penalty: 5565.553223
	Iteration 55Q: 3 clusters Score -1.037024e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 67368 members 
Entering Unmasked Estep 
Score: -10370231.000000 Penalty: 5565.553223
	Iteration 56Q: 3 clusters Score -1.037023e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -10370233.000000 Penalty: 5565.553223
	Iteration 57Q: 3 clusters Score -1.037023e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 67423 members 
Entering Unmasked Estep 
Score: -10370230.000000 Penalty: 5565.553223
	Iteration 58Q: 3 clusters Score -1.037023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -10370233.000000 Penalty: 5565.553223
	Iteration 59Q: 3 clusters Score -1.037023e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 67462 members 
Entering Unmasked Estep 
Score: -10370227.000000 Penalty: 5565.553223
	Iteration 60F: 3 clusters Score -1.037023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 67477 members 
Entering Unmasked Estep 
Score: -10370234.000000 Penalty: 5565.553223
	Iteration 61Q: 3 clusters Score -1.037023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 67487 members 
Entering Unmasked Estep 
Score: -10370233.000000 Penalty: 5565.553223
	Iteration 62Q: 3 clusters Score -1.037023e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -10370229.000000 Penalty: 5565.553223
	Iteration 63Q: 3 clusters Score -1.037023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -10370243.000000 Penalty: 5565.553223
	Iteration 64Q: 3 clusters Score -1.037024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 67521 members 
Entering Unmasked Estep 
Score: -10370235.000000 Penalty: 5565.553223
	Iteration 65Q: 3 clusters Score -1.037024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 67535 members 
Entering Unmasked Estep 
Score: -10370216.000000 Penalty: 5565.553223
	Iteration 66Q: 3 clusters Score -1.037022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 67542 members 
Entering Unmasked Estep 
Score: -10370218.000000 Penalty: 5565.553223
	Iteration 67Q: 3 clusters Score -1.037022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 67549 members 
Entering Unmasked Estep 
Score: -10370219.000000 Penalty: 5565.553223
	Iteration 68Q: 3 clusters Score -1.037022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 67557 members 
Entering Unmasked Estep 
Score: -10370225.000000 Penalty: 5565.553223
	Iteration 69Q: 3 clusters Score -1.037022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 67568 members 
Entering Unmasked Estep 
Score: -10370225.000000 Penalty: 5565.553223
	Iteration 70Q: 3 clusters Score -1.037022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 67573 members 
Entering Unmasked Estep 
Score: -10370223.000000 Penalty: 5565.553223
	Iteration 71Q: 3 clusters Score -1.037022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 67575 members 
Entering Unmasked Estep 
Score: -10370231.000000 Penalty: 5565.553223
	Iteration 72Q: 3 clusters Score -1.037023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -10370230.000000 Penalty: 5565.553223
	Iteration 73Q: 3 clusters Score -1.037023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 67577 members 
Entering Unmasked Estep 
Score: -10370230.000000 Penalty: 5565.553223
	Iteration 74F: 3 clusters Score -1.037023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -62117.910156 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -62117.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60647.269531 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -60647.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -60801.109375 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -60801.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60881.164062 Penalty: 3050.698975
	Iteration 2F: 3 clusters Score -60881.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -60932.191406 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -60932.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -60962.371094 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -60962.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60981.214844 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -60981.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60985.789062 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -60985.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60985.789062 Penalty: 3050.698975
	Iteration 7F: 3 clusters Score -60985.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Entering Unmasked Estep 
Score: -1184939.750000 Penalty: 2250.906982
	Iteration 0F: 2 clusters Score -1184940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1178077.875000 Penalty: 4501.813965
	Iteration 0F: 3 clusters Score -1178078 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1179987.875000 Penalty: 4501.813965
	Iteration 1F: 3 clusters Score -1179988 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1180240.500000 Penalty: 4501.813965
	Iteration 2F: 3 clusters Score -1180240 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1180421.375000 Penalty: 4501.813965
	Iteration 3Q: 3 clusters Score -1180421 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1180560.250000 Penalty: 4501.813965
	Iteration 4Q: 3 clusters Score -1180560 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1180655.375000 Penalty: 4501.813965
	Iteration 5Q: 3 clusters Score -1180655 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1180718.875000 Penalty: 4501.813965
	Iteration 6Q: 3 clusters Score -1180719 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1180773.375000 Penalty: 4501.813965
	Iteration 7Q: 3 clusters Score -1180773 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1180809.000000 Penalty: 4501.813965
	Iteration 8Q: 3 clusters Score -1180809 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1180845.250000 Penalty: 4501.813965
	Iteration 9Q: 3 clusters Score -1180845 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1180870.500000 Penalty: 4501.813965
	Iteration 10Q: 3 clusters Score -1180870 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1180900.125000 Penalty: 4501.813965
	Iteration 11Q: 3 clusters Score -1180900 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1180921.500000 Penalty: 4501.813965
	Iteration 12Q: 3 clusters Score -1180922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1180945.375000 Penalty: 4501.813965
	Iteration 13Q: 3 clusters Score -1180945 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1180965.250000 Penalty: 4501.813965
	Iteration 14Q: 3 clusters Score -1180965 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1180985.125000 Penalty: 4501.813965
	Iteration 15Q: 3 clusters Score -1180985 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1181006.500000 Penalty: 4501.813965
	Iteration 16Q: 3 clusters Score -1181006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1181036.375000 Penalty: 4501.813965
	Iteration 17Q: 3 clusters Score -1181036 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1181055.375000 Penalty: 4501.813965
	Iteration 18Q: 3 clusters Score -1181055 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1181076.750000 Penalty: 4501.813965
	Iteration 19Q: 3 clusters Score -1181077 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1181090.625000 Penalty: 4501.813965
	Iteration 20F: 3 clusters Score -1181091 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1181104.375000 Penalty: 4501.813965
	Iteration 21Q: 3 clusters Score -1181104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1181122.500000 Penalty: 4501.813965
	Iteration 22Q: 3 clusters Score -1181122 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1181140.875000 Penalty: 4501.813965
	Iteration 23Q: 3 clusters Score -1181141 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1181171.625000 Penalty: 4501.813965
	Iteration 24Q: 3 clusters Score -1181172 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1181203.750000 Penalty: 4501.813965
	Iteration 25Q: 3 clusters Score -1181204 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1181244.875000 Penalty: 4501.813965
	Iteration 26Q: 3 clusters Score -1181245 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1181286.625000 Penalty: 4501.813965
	Iteration 27Q: 3 clusters Score -1181287 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1181334.250000 Penalty: 4501.813965
	Iteration 28Q: 3 clusters Score -1181334 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1181386.500000 Penalty: 4501.813965
	Iteration 29Q: 3 clusters Score -1181386 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1181440.375000 Penalty: 4501.813965
	Iteration 30Q: 3 clusters Score -1181440 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1181510.000000 Penalty: 4501.813965
	Iteration 31Q: 3 clusters Score -1181510 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1181593.250000 Penalty: 4501.813965
	Iteration 32Q: 3 clusters Score -1181593 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1181699.125000 Penalty: 4501.813965
	Iteration 33Q: 3 clusters Score -1181699 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1181818.875000 Penalty: 4501.813965
	Iteration 34Q: 3 clusters Score -1181819 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1181945.500000 Penalty: 4501.813965
	Iteration 35Q: 3 clusters Score -1181946 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1182075.750000 Penalty: 4501.813965
	Iteration 36Q: 3 clusters Score -1182076 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1182199.625000 Penalty: 4501.813965
	Iteration 37Q: 3 clusters Score -1182200 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1182334.125000 Penalty: 4501.813965
	Iteration 38Q: 3 clusters Score -1182334 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1182444.875000 Penalty: 4501.813965
	Iteration 39Q: 3 clusters Score -1182445 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1182569.250000 Penalty: 4501.813965
	Iteration 40F: 3 clusters Score -1182569 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1182674.875000 Penalty: 4501.813965
	Iteration 41Q: 3 clusters Score -1182675 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1182773.500000 Penalty: 4501.813965
	Iteration 42Q: 3 clusters Score -1182774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1182861.500000 Penalty: 4501.813965
	Iteration 43Q: 3 clusters Score -1182862 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1182923.625000 Penalty: 4501.813965
	Iteration 44Q: 3 clusters Score -1182924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1182968.625000 Penalty: 4501.813965
	Iteration 45Q: 3 clusters Score -1182969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1183006.000000 Penalty: 4501.813965
	Iteration 46Q: 3 clusters Score -1183006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1183033.500000 Penalty: 4501.813965
	Iteration 47Q: 3 clusters Score -1183034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1183054.875000 Penalty: 4501.813965
	Iteration 48Q: 3 clusters Score -1183055 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1183070.875000 Penalty: 4501.813965
	Iteration 49Q: 3 clusters Score -1183071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1183080.125000 Penalty: 4501.813965
	Iteration 50Q: 3 clusters Score -1183080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1183092.625000 Penalty: 4501.813965
	Iteration 51Q: 3 clusters Score -1183093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1183098.625000 Penalty: 4501.813965
	Iteration 52Q: 3 clusters Score -1183099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1183104.875000 Penalty: 4501.813965
	Iteration 53Q: 3 clusters Score -1183105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1183106.000000 Penalty: 4501.813965
	Iteration 54Q: 3 clusters Score -1183106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1183108.000000 Penalty: 4501.813965
	Iteration 55Q: 3 clusters Score -1183108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1183109.500000 Penalty: 4501.813965
	Iteration 56Q: 3 clusters Score -1183110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1183109.750000 Penalty: 4501.813965
	Iteration 57Q: 3 clusters Score -1183110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1183112.875000 Penalty: 4501.813965
	Iteration 58Q: 3 clusters Score -1183113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1183115.125000 Penalty: 4501.813965
	Iteration 59Q: 3 clusters Score -1183115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1183117.625000 Penalty: 4501.813965
	Iteration 60F: 3 clusters Score -1183118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1183118.500000 Penalty: 4501.813965
	Iteration 61Q: 3 clusters Score -1183118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1183125.125000 Penalty: 4501.813965
	Iteration 62Q: 3 clusters Score -1183125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1183128.625000 Penalty: 4501.813965
	Iteration 63Q: 3 clusters Score -1183129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1183131.375000 Penalty: 4501.813965
	Iteration 64Q: 3 clusters Score -1183131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1183133.500000 Penalty: 4501.813965
	Iteration 65Q: 3 clusters Score -1183134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1183140.625000 Penalty: 4501.813965
	Iteration 66Q: 3 clusters Score -1183141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1183144.375000 Penalty: 4501.813965
	Iteration 67Q: 3 clusters Score -1183144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1183147.625000 Penalty: 4501.813965
	Iteration 68Q: 3 clusters Score -1183148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1183149.000000 Penalty: 4501.813965
	Iteration 69Q: 3 clusters Score -1183149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1183151.750000 Penalty: 4501.813965
	Iteration 70Q: 3 clusters Score -1183152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1183151.750000 Penalty: 4501.813965
	Iteration 71F: 3 clusters Score -1183152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (142935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142935 members 
Entering Unmasked Estep 
Score: -19600518.000000 Penalty: 2943.795898
	Iteration 0F: 2 clusters Score -1.960052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -19506460.000000 Penalty: 5887.591797
	Iteration 0F: 3 clusters Score -1.950646e+07 nChanged 68205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 76012 members 
Entering Unmasked Estep 
Score: -19545550.000000 Penalty: 5887.591797
	Iteration 1F: 3 clusters Score -1.954555e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64440 members 
Mstep: Class 2 contains 78495 members 
Entering Unmasked Estep 
Score: -19546774.000000 Penalty: 5887.591797
	Iteration 2Q: 3 clusters Score -1.954677e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60555 members 
Mstep: Class 2 contains 82380 members 
Entering Unmasked Estep 
Score: -19548546.000000 Penalty: 5887.591797
	Iteration 3Q: 3 clusters Score -1.954855e+07 nChanged 6667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 88161 members 
Entering Unmasked Estep 
Score: -19551390.000000 Penalty: 5887.591797
	Iteration 4Q: 3 clusters Score -1.955139e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -19556732.000000 Penalty: 5887.591797
	Iteration 5F: 3 clusters Score -1.955673e+07 nChanged 11577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 107865 members 
Entering Unmasked Estep 
Score: -19565660.000000 Penalty: 5887.591797
	Iteration 6F: 3 clusters Score -1.956566e+07 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 120645 members 
Entering Unmasked Estep 
Score: -19577798.000000 Penalty: 5887.591797
	Iteration 7F: 3 clusters Score -1.95778e+07 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 131435 members 
Entering Unmasked Estep 
Score: -19588510.000000 Penalty: 5887.591797
	Iteration 8F: 3 clusters Score -1.958851e+07 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 137741 members 
Entering Unmasked Estep 
Score: -19594308.000000 Penalty: 5887.591797
	Iteration 9Q: 3 clusters Score -1.959431e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 140381 members 
Entering Unmasked Estep 
Score: -19596698.000000 Penalty: 5887.591797
	Iteration 10Q: 3 clusters Score -1.95967e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 141353 members 
Entering Unmasked Estep 
Score: -19597706.000000 Penalty: 5887.591797
	Iteration 11Q: 3 clusters Score -1.959771e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 141676 members 
Entering Unmasked Estep 
Score: -19598032.000000 Penalty: 5887.591797
	Iteration 12Q: 3 clusters Score -1.959803e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 141801 members 
Entering Unmasked Estep 
Score: -19598182.000000 Penalty: 5887.591797
	Iteration 13Q: 3 clusters Score -1.959818e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 141876 members 
Entering Unmasked Estep 
Score: -19598334.000000 Penalty: 5887.591797
	Iteration 14Q: 3 clusters Score -1.959833e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 141934 members 
Entering Unmasked Estep 
Score: -19598404.000000 Penalty: 5887.591797
	Iteration 15Q: 3 clusters Score -1.95984e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 141954 members 
Entering Unmasked Estep 
Score: -19598456.000000 Penalty: 5887.591797
	Iteration 16Q: 3 clusters Score -1.959846e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 141973 members 
Entering Unmasked Estep 
Score: -19598474.000000 Penalty: 5887.591797
	Iteration 17Q: 3 clusters Score -1.959847e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 141991 members 
Entering Unmasked Estep 
Score: -19598486.000000 Penalty: 5887.591797
	Iteration 18Q: 3 clusters Score -1.959849e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 142006 members 
Entering Unmasked Estep 
Score: -19598508.000000 Penalty: 5887.591797
	Iteration 19Q: 3 clusters Score -1.959851e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 142016 members 
Entering Unmasked Estep 
Score: -19598536.000000 Penalty: 5887.591797
	Iteration 20F: 3 clusters Score -1.959854e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 142022 members 
Entering Unmasked Estep 
Score: -19598550.000000 Penalty: 5887.591797
	Iteration 21Q: 3 clusters Score -1.959855e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 142024 members 
Entering Unmasked Estep 
Score: -19598532.000000 Penalty: 5887.591797
	Iteration 22Q: 3 clusters Score -1.959853e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 142025 members 
Entering Unmasked Estep 
Score: -19598566.000000 Penalty: 5887.591797
	Iteration 23Q: 3 clusters Score -1.959857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 142026 members 
Entering Unmasked Estep 
Score: -19598574.000000 Penalty: 5887.591797
	Iteration 24Q: 3 clusters Score -1.959857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 142030 members 
Entering Unmasked Estep 
Score: -19598588.000000 Penalty: 5887.591797
	Iteration 25Q: 3 clusters Score -1.959859e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 142033 members 
Entering Unmasked Estep 
Score: -19598584.000000 Penalty: 5887.591797
	Iteration 26Q: 3 clusters Score -1.959858e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 142036 members 
Entering Unmasked Estep 
Score: -19598598.000000 Penalty: 5887.591797
	Iteration 27Q: 3 clusters Score -1.95986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 142039 members 
Entering Unmasked Estep 
Score: -19598604.000000 Penalty: 5887.591797
	Iteration 28Q: 3 clusters Score -1.95986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 142042 members 
Entering Unmasked Estep 
Score: -19598618.000000 Penalty: 5887.591797
	Iteration 29Q: 3 clusters Score -1.959862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 142046 members 
Entering Unmasked Estep 
Score: -19598620.000000 Penalty: 5887.591797
	Iteration 30Q: 3 clusters Score -1.959862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 142050 members 
Entering Unmasked Estep 
Score: -19598630.000000 Penalty: 5887.591797
	Iteration 31Q: 3 clusters Score -1.959863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 142055 members 
Entering Unmasked Estep 
Score: -19598628.000000 Penalty: 5887.591797
	Iteration 32Q: 3 clusters Score -1.959863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 142058 members 
Entering Unmasked Estep 
Score: -19598626.000000 Penalty: 5887.591797
	Iteration 33Q: 3 clusters Score -1.959863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 142061 members 
Entering Unmasked Estep 
Score: -19598622.000000 Penalty: 5887.591797
	Iteration 34Q: 3 clusters Score -1.959862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 142062 members 
Entering Unmasked Estep 
Score: -19598628.000000 Penalty: 5887.591797
	Iteration 35Q: 3 clusters Score -1.959863e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 142064 members 
Entering Unmasked Estep 
Score: -19598628.000000 Penalty: 5887.591797
	Iteration 36Q: 3 clusters Score -1.959863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 142065 members 
Entering Unmasked Estep 
Score: -19598618.000000 Penalty: 5887.591797
	Iteration 37Q: 3 clusters Score -1.959862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 142065 members 
Entering Unmasked Estep 
Score: -19598632.000000 Penalty: 5887.591797
	Iteration 38Q: 3 clusters Score -1.959863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 142066 members 
Entering Unmasked Estep 
Score: -19598628.000000 Penalty: 5887.591797
	Iteration 39Q: 3 clusters Score -1.959863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 142066 members 
Entering Unmasked Estep 
Score: -19598614.000000 Penalty: 5887.591797
	Iteration 40F: 3 clusters Score -1.959861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 142068 members 
Entering Unmasked Estep 
Score: -19598626.000000 Penalty: 5887.591797
	Iteration 41Q: 3 clusters Score -1.959863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 142068 members 
Entering Unmasked Estep 
Score: -19598626.000000 Penalty: 5887.591797
	Iteration 42F: 3 clusters Score -1.959863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Entering Unmasked Estep 
Score: -1114465.625000 Penalty: 2231.046875
	Iteration 0F: 2 clusters Score -1114466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1107956.750000 Penalty: 4462.093750
	Iteration 0F: 3 clusters Score -1107957 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1109896.125000 Penalty: 4462.093750
	Iteration 1F: 3 clusters Score -1109896 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1110490.625000 Penalty: 4462.093750
	Iteration 2F: 3 clusters Score -1110491 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1111174.750000 Penalty: 4462.093750
	Iteration 3F: 3 clusters Score -1111175 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1111825.750000 Penalty: 4462.093750
	Iteration 4F: 3 clusters Score -1111826 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1112322.625000 Penalty: 4462.093750
	Iteration 5F: 3 clusters Score -1112323 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1112664.625000 Penalty: 4462.093750
	Iteration 6F: 3 clusters Score -1112665 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1112872.625000 Penalty: 4462.093750
	Iteration 7Q: 3 clusters Score -1112873 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1112978.625000 Penalty: 4462.093750
	Iteration 8Q: 3 clusters Score -1112979 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1113085.875000 Penalty: 4462.093750
	Iteration 9Q: 3 clusters Score -1113086 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1113159.750000 Penalty: 4462.093750
	Iteration 10Q: 3 clusters Score -1113160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1113227.125000 Penalty: 4462.093750
	Iteration 11Q: 3 clusters Score -1113227 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1113305.625000 Penalty: 4462.093750
	Iteration 12Q: 3 clusters Score -1113306 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1113432.250000 Penalty: 4462.093750
	Iteration 13Q: 3 clusters Score -1113432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1113525.000000 Penalty: 4462.093750
	Iteration 14Q: 3 clusters Score -1113525 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1113580.750000 Penalty: 4462.093750
	Iteration 15Q: 3 clusters Score -1113581 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1113618.250000 Penalty: 4462.093750
	Iteration 16Q: 3 clusters Score -1113618 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1113638.250000 Penalty: 4462.093750
	Iteration 17Q: 3 clusters Score -1113638 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1113663.750000 Penalty: 4462.093750
	Iteration 18Q: 3 clusters Score -1113664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1113679.375000 Penalty: 4462.093750
	Iteration 19Q: 3 clusters Score -1113679 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1113688.875000 Penalty: 4462.093750
	Iteration 20F: 3 clusters Score -1113689 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1113697.625000 Penalty: 4462.093750
	Iteration 21Q: 3 clusters Score -1113698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1113706.000000 Penalty: 4462.093750
	Iteration 22Q: 3 clusters Score -1113706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1113710.375000 Penalty: 4462.093750
	Iteration 23Q: 3 clusters Score -1113710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1113719.750000 Penalty: 4462.093750
	Iteration 24Q: 3 clusters Score -1113720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1113726.250000 Penalty: 4462.093750
	Iteration 25Q: 3 clusters Score -1113726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1113732.250000 Penalty: 4462.093750
	Iteration 26Q: 3 clusters Score -1113732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1113738.125000 Penalty: 4462.093750
	Iteration 27Q: 3 clusters Score -1113738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1113744.250000 Penalty: 4462.093750
	Iteration 28Q: 3 clusters Score -1113744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1113750.500000 Penalty: 4462.093750
	Iteration 29Q: 3 clusters Score -1113750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1113755.375000 Penalty: 4462.093750
	Iteration 30Q: 3 clusters Score -1113755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1113756.250000 Penalty: 4462.093750
	Iteration 31Q: 3 clusters Score -1113756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1113759.375000 Penalty: 4462.093750
	Iteration 32Q: 3 clusters Score -1113759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1113763.375000 Penalty: 4462.093750
	Iteration 33Q: 3 clusters Score -1113763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1113761.375000 Penalty: 4462.093750
	Iteration 34Q: 3 clusters Score -1113761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1113767.125000 Penalty: 4462.093750
	Iteration 35Q: 3 clusters Score -1113767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1113766.625000 Penalty: 4462.093750
	Iteration 36Q: 3 clusters Score -1113767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1113772.875000 Penalty: 4462.093750
	Iteration 37Q: 3 clusters Score -1113773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1113775.125000 Penalty: 4462.093750
	Iteration 38Q: 3 clusters Score -1113775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1113776.125000 Penalty: 4462.093750
	Iteration 39Q: 3 clusters Score -1113776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1113777.000000 Penalty: 4462.093750
	Iteration 40F: 3 clusters Score -1113777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1113777.125000 Penalty: 4462.093750
	Iteration 41Q: 3 clusters Score -1113777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1113776.875000 Penalty: 4462.093750
	Iteration 42Q: 3 clusters Score -1113777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1113775.250000 Penalty: 4462.093750
	Iteration 43Q: 3 clusters Score -1113775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1113775.250000 Penalty: 4462.093750
	Iteration 44F: 3 clusters Score -1113775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Entering Unmasked Estep 
Score: -7203434.000000 Penalty: 2694.112061
	Iteration 0F: 2 clusters Score -7203434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -7168382.000000 Penalty: 5388.224121
	Iteration 0F: 3 clusters Score -7168382 nChanged 24030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -7181672.000000 Penalty: 5388.224121
	Iteration 1F: 3 clusters Score -7181672 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -7182448.000000 Penalty: 5388.224121
	Iteration 2Q: 3 clusters Score -7182448 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -7183346.500000 Penalty: 5388.224121
	Iteration 3Q: 3 clusters Score -7183346 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -7184764.500000 Penalty: 5388.224121
	Iteration 4F: 3 clusters Score -7184764 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -7186908.000000 Penalty: 5388.224121
	Iteration 5F: 3 clusters Score -7186908 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -7189616.000000 Penalty: 5388.224121
	Iteration 6F: 3 clusters Score -7189616 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -7192412.500000 Penalty: 5388.224121
	Iteration 7F: 3 clusters Score -7192412 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -7194737.000000 Penalty: 5388.224121
	Iteration 8F: 3 clusters Score -7194737 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -7196185.000000 Penalty: 5388.224121
	Iteration 9Q: 3 clusters Score -7196185 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -7196963.000000 Penalty: 5388.224121
	Iteration 10Q: 3 clusters Score -7196963 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -7197429.000000 Penalty: 5388.224121
	Iteration 11Q: 3 clusters Score -7197429 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -7197846.000000 Penalty: 5388.224121
	Iteration 12Q: 3 clusters Score -7197846 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -7198201.500000 Penalty: 5388.224121
	Iteration 13Q: 3 clusters Score -7198202 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -7198495.500000 Penalty: 5388.224121
	Iteration 14Q: 3 clusters Score -7198496 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -7198836.500000 Penalty: 5388.224121
	Iteration 15Q: 3 clusters Score -7198836 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -7199167.500000 Penalty: 5388.224121
	Iteration 16Q: 3 clusters Score -7199168 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -7199442.000000 Penalty: 5388.224121
	Iteration 17Q: 3 clusters Score -7199442 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -7199721.000000 Penalty: 5388.224121
	Iteration 18Q: 3 clusters Score -7199721 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -7199992.000000 Penalty: 5388.224121
	Iteration 19Q: 3 clusters Score -7199992 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7200231.500000 Penalty: 5388.224121
	Iteration 20F: 3 clusters Score -7200232 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -7200413.000000 Penalty: 5388.224121
	Iteration 21Q: 3 clusters Score -7200413 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50261 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7200604.500000 Penalty: 5388.224121
	Iteration 22Q: 3 clusters Score -7200604 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7200725.500000 Penalty: 5388.224121
	Iteration 23Q: 3 clusters Score -7200726 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50715 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7200839.500000 Penalty: 5388.224121
	Iteration 24Q: 3 clusters Score -7200840 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7200889.500000 Penalty: 5388.224121
	Iteration 25Q: 3 clusters Score -7200890 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -7200952.000000 Penalty: 5388.224121
	Iteration 26Q: 3 clusters Score -7200952 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7201009.000000 Penalty: 5388.224121
	Iteration 27Q: 3 clusters Score -7201009 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -7201048.500000 Penalty: 5388.224121
	Iteration 28Q: 3 clusters Score -7201048 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -7201059.000000 Penalty: 5388.224121
	Iteration 29Q: 3 clusters Score -7201059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7201087.000000 Penalty: 5388.224121
	Iteration 30Q: 3 clusters Score -7201087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51247 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7201096.500000 Penalty: 5388.224121
	Iteration 31Q: 3 clusters Score -7201096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7201124.000000 Penalty: 5388.224121
	Iteration 32Q: 3 clusters Score -7201124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -7201141.000000 Penalty: 5388.224121
	Iteration 33Q: 3 clusters Score -7201141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7201160.000000 Penalty: 5388.224121
	Iteration 34Q: 3 clusters Score -7201160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51347 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7201157.000000 Penalty: 5388.224121
	Iteration 35Q: 3 clusters Score -7201157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7201166.500000 Penalty: 5388.224121
	Iteration 36Q: 3 clusters Score -7201166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7201171.500000 Penalty: 5388.224121
	Iteration 37Q: 3 clusters Score -7201172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7201172.000000 Penalty: 5388.224121
	Iteration 38Q: 3 clusters Score -7201172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -7201171.500000 Penalty: 5388.224121
	Iteration 39Q: 3 clusters Score -7201172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7201168.000000 Penalty: 5388.224121
	Iteration 40F: 3 clusters Score -7201168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7201171.000000 Penalty: 5388.224121
	Iteration 41Q: 3 clusters Score -7201171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7201174.500000 Penalty: 5388.224121
	Iteration 42Q: 3 clusters Score -7201174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7201174.500000 Penalty: 5388.224121
	Iteration 43Q: 3 clusters Score -7201174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51376 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7201174.500000 Penalty: 5388.224121
	Iteration 44F: 3 clusters Score -7201174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Entering Unmasked Estep 
Score: -930078.250000 Penalty: 2204.651123
	Iteration 0F: 2 clusters Score -930078.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -924224.875000 Penalty: 4409.302246
	Iteration 0F: 3 clusters Score -924224.9 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -925968.375000 Penalty: 4409.302246
	Iteration 1F: 3 clusters Score -925968.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -926263.125000 Penalty: 4409.302246
	Iteration 2F: 3 clusters Score -926263.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -926463.437500 Penalty: 4409.302246
	Iteration 3F: 3 clusters Score -926463.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -926641.562500 Penalty: 4409.302246
	Iteration 4Q: 3 clusters Score -926641.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -926874.312500 Penalty: 4409.302246
	Iteration 5Q: 3 clusters Score -926874.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -927150.062500 Penalty: 4409.302246
	Iteration 6Q: 3 clusters Score -927150.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -927449.250000 Penalty: 4409.302246
	Iteration 7F: 3 clusters Score -927449.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -927715.312500 Penalty: 4409.302246
	Iteration 8F: 3 clusters Score -927715.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -927946.687500 Penalty: 4409.302246
	Iteration 9Q: 3 clusters Score -927946.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -928188.562500 Penalty: 4409.302246
	Iteration 10Q: 3 clusters Score -928188.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -928464.062500 Penalty: 4409.302246
	Iteration 11Q: 3 clusters Score -928464.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -928721.125000 Penalty: 4409.302246
	Iteration 12Q: 3 clusters Score -928721.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -928941.062500 Penalty: 4409.302246
	Iteration 13Q: 3 clusters Score -928941.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -929106.437500 Penalty: 4409.302246
	Iteration 14Q: 3 clusters Score -929106.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -929216.500000 Penalty: 4409.302246
	Iteration 15Q: 3 clusters Score -929216.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -929275.750000 Penalty: 4409.302246
	Iteration 16Q: 3 clusters Score -929275.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -929308.562500 Penalty: 4409.302246
	Iteration 17Q: 3 clusters Score -929308.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -929339.687500 Penalty: 4409.302246
	Iteration 18Q: 3 clusters Score -929339.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -929354.812500 Penalty: 4409.302246
	Iteration 19Q: 3 clusters Score -929354.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -929364.437500 Penalty: 4409.302246
	Iteration 20F: 3 clusters Score -929364.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -929375.125000 Penalty: 4409.302246
	Iteration 21Q: 3 clusters Score -929375.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -929381.562500 Penalty: 4409.302246
	Iteration 22Q: 3 clusters Score -929381.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -929386.437500 Penalty: 4409.302246
	Iteration 23Q: 3 clusters Score -929386.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -929387.750000 Penalty: 4409.302246
	Iteration 24Q: 3 clusters Score -929387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -929389.437500 Penalty: 4409.302246
	Iteration 25Q: 3 clusters Score -929389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -929391.187500 Penalty: 4409.302246
	Iteration 26Q: 3 clusters Score -929391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -929389.625000 Penalty: 4409.302246
	Iteration 27Q: 3 clusters Score -929389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -929391.000000 Penalty: 4409.302246
	Iteration 28Q: 3 clusters Score -929391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -929394.312500 Penalty: 4409.302246
	Iteration 29Q: 3 clusters Score -929394.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -929393.875000 Penalty: 4409.302246
	Iteration 30Q: 3 clusters Score -929393.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -929396.625000 Penalty: 4409.302246
	Iteration 31Q: 3 clusters Score -929396.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -929396.625000 Penalty: 4409.302246
	Iteration 32F: 3 clusters Score -929396.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -79855.039062 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -79855.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -78305.593750 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -78305.59 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78788.156250 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -78788.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79043.085938 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -79043.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79277.187500 Penalty: 3181.887939
	Iteration 3F: 3 clusters Score -79277.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79358.359375 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -79358.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -79462.382812 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -79462.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79704.031250 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -79704.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -79892.609375 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -79892.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79942.046875 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -79942.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79977.023438 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -79977.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -79997.562500 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -79997.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80000.515625 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -80000.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80005.843750 Penalty: 3181.887939
	Iteration 12Q: 3 clusters Score -80005.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80018.929688 Penalty: 3181.887939
	Iteration 13Q: 3 clusters Score -80018.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80018.929688 Penalty: 3181.887939
	Iteration 14F: 3 clusters Score -80018.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 46613 members 
Mstep: Class 4 contains 17635 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 74673 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142935 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52227 members 
Mstep: Class 13 contains 7257 members 
Mstep: Class 14 contains 208 members 
Mstep: Class 15 contains 51352 members 
Mstep: Class 16 contains 28906 members 
Mstep: Class 17 contains 52135 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26060 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29527 members 
Mstep: Class 24 contains 5969 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283500 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 403 members 
Entering Unmasked Estep 
Score: -122223584.000000 Penalty: 98657.695312
Splitting cluster 14 changes total score from -122224824.000000 to -122223584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (51352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Entering Unmasked Estep 
Score: -6894009.000000 Penalty: 2689.921875
	Iteration 0F: 2 clusters Score -6894009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -6859428.000000 Penalty: 5379.843750
	Iteration 0F: 3 clusters Score -6859428 nChanged 23795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -6872558.000000 Penalty: 5379.843750
	Iteration 1F: 3 clusters Score -6872558 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -6873052.000000 Penalty: 5379.843750
	Iteration 2Q: 3 clusters Score -6873052 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -6873552.000000 Penalty: 5379.843750
	Iteration 3Q: 3 clusters Score -6873552 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -6874042.500000 Penalty: 5379.843750
	Iteration 4Q: 3 clusters Score -6874042 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -6874810.000000 Penalty: 5379.843750
	Iteration 5Q: 3 clusters Score -6874810 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -6875879.000000 Penalty: 5379.843750
	Iteration 6Q: 3 clusters Score -6875879 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -6877525.500000 Penalty: 5379.843750
	Iteration 7F: 3 clusters Score -6877526 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 32368 members 
Entering Unmasked Estep 
Score: -6879678.000000 Penalty: 5379.843750
	Iteration 8F: 3 clusters Score -6879678 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -6881745.000000 Penalty: 5379.843750
	Iteration 9F: 3 clusters Score -6881745 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -6883543.500000 Penalty: 5379.843750
	Iteration 10F: 3 clusters Score -6883544 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -6884990.500000 Penalty: 5379.843750
	Iteration 11F: 3 clusters Score -6884990 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -6886214.500000 Penalty: 5379.843750
	Iteration 12Q: 3 clusters Score -6886214 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -6887204.000000 Penalty: 5379.843750
	Iteration 13Q: 3 clusters Score -6887204 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -6888137.500000 Penalty: 5379.843750
	Iteration 14Q: 3 clusters Score -6888138 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -6889074.500000 Penalty: 5379.843750
	Iteration 15Q: 3 clusters Score -6889074 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 46412 members 
Entering Unmasked Estep 
Score: -6889839.000000 Penalty: 5379.843750
	Iteration 16Q: 3 clusters Score -6889839 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -6890409.500000 Penalty: 5379.843750
	Iteration 17Q: 3 clusters Score -6890410 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -6890829.500000 Penalty: 5379.843750
	Iteration 18Q: 3 clusters Score -6890830 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -6891154.500000 Penalty: 5379.843750
	Iteration 19Q: 3 clusters Score -6891154 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 49167 members 
Entering Unmasked Estep 
Score: -6891389.500000 Penalty: 5379.843750
	Iteration 20F: 3 clusters Score -6891390 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 49493 members 
Entering Unmasked Estep 
Score: -6891553.000000 Penalty: 5379.843750
	Iteration 21Q: 3 clusters Score -6891553 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -6891680.000000 Penalty: 5379.843750
	Iteration 22Q: 3 clusters Score -6891680 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -6891742.500000 Penalty: 5379.843750
	Iteration 23Q: 3 clusters Score -6891742 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -6891779.000000 Penalty: 5379.843750
	Iteration 24Q: 3 clusters Score -6891779 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -6891819.500000 Penalty: 5379.843750
	Iteration 25Q: 3 clusters Score -6891820 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 50132 members 
Entering Unmasked Estep 
Score: -6891838.000000 Penalty: 5379.843750
	Iteration 26Q: 3 clusters Score -6891838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 50185 members 
Entering Unmasked Estep 
Score: -6891867.000000 Penalty: 5379.843750
	Iteration 27Q: 3 clusters Score -6891867 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -6891895.500000 Penalty: 5379.843750
	Iteration 28Q: 3 clusters Score -6891896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -6891908.500000 Penalty: 5379.843750
	Iteration 29Q: 3 clusters Score -6891908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -6891920.000000 Penalty: 5379.843750
	Iteration 30Q: 3 clusters Score -6891920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -6891919.000000 Penalty: 5379.843750
	Iteration 31Q: 3 clusters Score -6891919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -6891942.000000 Penalty: 5379.843750
	Iteration 32Q: 3 clusters Score -6891942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -6891947.500000 Penalty: 5379.843750
	Iteration 33Q: 3 clusters Score -6891948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -6891950.500000 Penalty: 5379.843750
	Iteration 34Q: 3 clusters Score -6891950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -6891948.000000 Penalty: 5379.843750
	Iteration 35Q: 3 clusters Score -6891948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -6891956.500000 Penalty: 5379.843750
	Iteration 36Q: 3 clusters Score -6891956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -6891952.500000 Penalty: 5379.843750
	Iteration 37Q: 3 clusters Score -6891952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -6891949.500000 Penalty: 5379.843750
	Iteration 38Q: 3 clusters Score -6891950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -6891958.000000 Penalty: 5379.843750
	Iteration 39Q: 3 clusters Score -6891958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -6891961.000000 Penalty: 5379.843750
	Iteration 40F: 3 clusters Score -6891961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -6891956.500000 Penalty: 5379.843750
	Iteration 41Q: 3 clusters Score -6891956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -6891970.500000 Penalty: 5379.843750
	Iteration 42Q: 3 clusters Score -6891970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -6891979.000000 Penalty: 5379.843750
	Iteration 43Q: 3 clusters Score -6891979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -6891972.500000 Penalty: 5379.843750
	Iteration 44Q: 3 clusters Score -6891972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -6891995.000000 Penalty: 5379.843750
	Iteration 45Q: 3 clusters Score -6891995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 50382 members 
Entering Unmasked Estep 
Score: -6891999.000000 Penalty: 5379.843750
	Iteration 46Q: 3 clusters Score -6891999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -6892000.000000 Penalty: 5379.843750
	Iteration 47Q: 3 clusters Score -6892000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -6891998.500000 Penalty: 5379.843750
	Iteration 48Q: 3 clusters Score -6891998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -6892002.000000 Penalty: 5379.843750
	Iteration 49Q: 3 clusters Score -6892002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -6892002.000000 Penalty: 5379.843750
	Iteration 50F: 3 clusters Score -6892002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Entering Unmasked Estep 
Score: -3622827.000000 Penalty: 2547.407715
	Iteration 0F: 2 clusters Score -3622827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3603060.750000 Penalty: 5094.815430
	Iteration 0F: 3 clusters Score -3603061 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3610962.250000 Penalty: 5094.815430
	Iteration 1F: 3 clusters Score -3610962 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -3612219.250000 Penalty: 5094.815430
	Iteration 2F: 3 clusters Score -3612219 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -3613505.250000 Penalty: 5094.815430
	Iteration 3F: 3 clusters Score -3613505 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -3614895.250000 Penalty: 5094.815430
	Iteration 4F: 3 clusters Score -3614895 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3616152.750000 Penalty: 5094.815430
	Iteration 5F: 3 clusters Score -3616153 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3617148.500000 Penalty: 5094.815430
	Iteration 6F: 3 clusters Score -3617148 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -3617940.500000 Penalty: 5094.815430
	Iteration 7Q: 3 clusters Score -3617940 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -3618512.000000 Penalty: 5094.815430
	Iteration 8Q: 3 clusters Score -3618512 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3618893.250000 Penalty: 5094.815430
	Iteration 9Q: 3 clusters Score -3618893 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -3619157.750000 Penalty: 5094.815430
	Iteration 10Q: 3 clusters Score -3619158 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3619389.500000 Penalty: 5094.815430
	Iteration 11Q: 3 clusters Score -3619390 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3619587.000000 Penalty: 5094.815430
	Iteration 12Q: 3 clusters Score -3619587 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3619762.250000 Penalty: 5094.815430
	Iteration 13Q: 3 clusters Score -3619762 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3619917.250000 Penalty: 5094.815430
	Iteration 14Q: 3 clusters Score -3619917 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3620104.750000 Penalty: 5094.815430
	Iteration 15Q: 3 clusters Score -3620105 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3620305.500000 Penalty: 5094.815430
	Iteration 16Q: 3 clusters Score -3620306 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -3620499.000000 Penalty: 5094.815430
	Iteration 17Q: 3 clusters Score -3620499 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -3620726.750000 Penalty: 5094.815430
	Iteration 18Q: 3 clusters Score -3620727 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -3620931.000000 Penalty: 5094.815430
	Iteration 19Q: 3 clusters Score -3620931 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3621136.750000 Penalty: 5094.815430
	Iteration 20F: 3 clusters Score -3621137 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -3621310.500000 Penalty: 5094.815430
	Iteration 21Q: 3 clusters Score -3621310 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -3621463.750000 Penalty: 5094.815430
	Iteration 22Q: 3 clusters Score -3621464 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -3621590.750000 Penalty: 5094.815430
	Iteration 23Q: 3 clusters Score -3621591 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3621692.750000 Penalty: 5094.815430
	Iteration 24Q: 3 clusters Score -3621693 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3621801.750000 Penalty: 5094.815430
	Iteration 25Q: 3 clusters Score -3621802 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -3621889.750000 Penalty: 5094.815430
	Iteration 26Q: 3 clusters Score -3621890 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -3621956.500000 Penalty: 5094.815430
	Iteration 27Q: 3 clusters Score -3621956 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -3622012.250000 Penalty: 5094.815430
	Iteration 28Q: 3 clusters Score -3622012 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3622052.750000 Penalty: 5094.815430
	Iteration 29Q: 3 clusters Score -3622053 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3622072.750000 Penalty: 5094.815430
	Iteration 30Q: 3 clusters Score -3622073 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3622072.250000 Penalty: 5094.815430
	Iteration 31Q: 3 clusters Score -3622072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3622086.750000 Penalty: 5094.815430
	Iteration 32Q: 3 clusters Score -3622087 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3622089.250000 Penalty: 5094.815430
	Iteration 33Q: 3 clusters Score -3622089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3622096.750000 Penalty: 5094.815430
	Iteration 34Q: 3 clusters Score -3622097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3622108.750000 Penalty: 5094.815430
	Iteration 35Q: 3 clusters Score -3622109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3622118.000000 Penalty: 5094.815430
	Iteration 36Q: 3 clusters Score -3622118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3622121.500000 Penalty: 5094.815430
	Iteration 37Q: 3 clusters Score -3622122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -3622117.250000 Penalty: 5094.815430
	Iteration 38Q: 3 clusters Score -3622117 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -3622119.750000 Penalty: 5094.815430
	Iteration 39Q: 3 clusters Score -3622120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3622131.250000 Penalty: 5094.815430
	Iteration 40F: 3 clusters Score -3622131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3622143.500000 Penalty: 5094.815430
	Iteration 41Q: 3 clusters Score -3622144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -3622155.750000 Penalty: 5094.815430
	Iteration 42Q: 3 clusters Score -3622156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3622158.000000 Penalty: 5094.815430
	Iteration 43Q: 3 clusters Score -3622158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3622154.500000 Penalty: 5094.815430
	Iteration 44Q: 3 clusters Score -3622154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3622162.500000 Penalty: 5094.815430
	Iteration 45Q: 3 clusters Score -3622162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -3622158.750000 Penalty: 5094.815430
	Iteration 46Q: 3 clusters Score -3622159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3622163.500000 Penalty: 5094.815430
	Iteration 47Q: 3 clusters Score -3622164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3622160.250000 Penalty: 5094.815430
	Iteration 48Q: 3 clusters Score -3622160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3622162.000000 Penalty: 5094.815430
	Iteration 49Q: 3 clusters Score -3622162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3622159.500000 Penalty: 5094.815430
	Iteration 50Q: 3 clusters Score -3622160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3622161.000000 Penalty: 5094.815430
	Iteration 51Q: 3 clusters Score -3622161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -3622161.000000 Penalty: 5094.815430
	Iteration 52F: 3 clusters Score -3622161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (52135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Entering Unmasked Estep 
Score: -6881895.000000 Penalty: 2693.674561
	Iteration 0F: 2 clusters Score -6881895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -6846778.500000 Penalty: 5387.349121
	Iteration 0F: 3 clusters Score -6846778 nChanged 24247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -6860566.500000 Penalty: 5387.349121
	Iteration 1F: 3 clusters Score -6860566 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -6861226.500000 Penalty: 5387.349121
	Iteration 2Q: 3 clusters Score -6861226 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -6861866.500000 Penalty: 5387.349121
	Iteration 3Q: 3 clusters Score -6861866 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -6862531.000000 Penalty: 5387.349121
	Iteration 4Q: 3 clusters Score -6862531 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -6863266.500000 Penalty: 5387.349121
	Iteration 5Q: 3 clusters Score -6863266 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -6864188.000000 Penalty: 5387.349121
	Iteration 6Q: 3 clusters Score -6864188 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -6865449.500000 Penalty: 5387.349121
	Iteration 7Q: 3 clusters Score -6865450 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -6867060.000000 Penalty: 5387.349121
	Iteration 8F: 3 clusters Score -6867060 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -6868963.500000 Penalty: 5387.349121
	Iteration 9F: 3 clusters Score -6868964 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -6870539.000000 Penalty: 5387.349121
	Iteration 10F: 3 clusters Score -6870539 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -6871678.500000 Penalty: 5387.349121
	Iteration 11Q: 3 clusters Score -6871678 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -6872377.000000 Penalty: 5387.349121
	Iteration 12Q: 3 clusters Score -6872377 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -6872776.500000 Penalty: 5387.349121
	Iteration 13Q: 3 clusters Score -6872776 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -6873020.000000 Penalty: 5387.349121
	Iteration 14Q: 3 clusters Score -6873020 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -6873190.500000 Penalty: 5387.349121
	Iteration 15Q: 3 clusters Score -6873190 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -6873318.500000 Penalty: 5387.349121
	Iteration 16Q: 3 clusters Score -6873318 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -6873424.000000 Penalty: 5387.349121
	Iteration 17Q: 3 clusters Score -6873424 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30935 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -6873533.000000 Penalty: 5387.349121
	Iteration 18Q: 3 clusters Score -6873533 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -6873595.000000 Penalty: 5387.349121
	Iteration 19Q: 3 clusters Score -6873595 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -6873688.500000 Penalty: 5387.349121
	Iteration 20F: 3 clusters Score -6873688 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -6873788.500000 Penalty: 5387.349121
	Iteration 21Q: 3 clusters Score -6873788 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -6873872.500000 Penalty: 5387.349121
	Iteration 22Q: 3 clusters Score -6873872 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -6873919.000000 Penalty: 5387.349121
	Iteration 23Q: 3 clusters Score -6873919 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -6874015.000000 Penalty: 5387.349121
	Iteration 24Q: 3 clusters Score -6874015 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -6874140.000000 Penalty: 5387.349121
	Iteration 25Q: 3 clusters Score -6874140 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -6874227.500000 Penalty: 5387.349121
	Iteration 26Q: 3 clusters Score -6874228 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -6874303.500000 Penalty: 5387.349121
	Iteration 27Q: 3 clusters Score -6874304 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -6874449.500000 Penalty: 5387.349121
	Iteration 28Q: 3 clusters Score -6874450 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -6874561.500000 Penalty: 5387.349121
	Iteration 29Q: 3 clusters Score -6874562 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -6874708.000000 Penalty: 5387.349121
	Iteration 30Q: 3 clusters Score -6874708 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -6874843.000000 Penalty: 5387.349121
	Iteration 31Q: 3 clusters Score -6874843 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -6875031.500000 Penalty: 5387.349121
	Iteration 32Q: 3 clusters Score -6875032 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -6875203.500000 Penalty: 5387.349121
	Iteration 33Q: 3 clusters Score -6875204 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -6875442.000000 Penalty: 5387.349121
	Iteration 34Q: 3 clusters Score -6875442 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -6875733.500000 Penalty: 5387.349121
	Iteration 35Q: 3 clusters Score -6875734 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -6876114.000000 Penalty: 5387.349121
	Iteration 36Q: 3 clusters Score -6876114 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -6876495.000000 Penalty: 5387.349121
	Iteration 37Q: 3 clusters Score -6876495 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -6876901.000000 Penalty: 5387.349121
	Iteration 38Q: 3 clusters Score -6876901 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -6877442.500000 Penalty: 5387.349121
	Iteration 39Q: 3 clusters Score -6877442 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -6877922.000000 Penalty: 5387.349121
	Iteration 40F: 3 clusters Score -6877922 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -6878425.000000 Penalty: 5387.349121
	Iteration 41Q: 3 clusters Score -6878425 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -6878869.000000 Penalty: 5387.349121
	Iteration 42Q: 3 clusters Score -6878869 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47730 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -6879327.500000 Penalty: 5387.349121
	Iteration 43Q: 3 clusters Score -6879328 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -6879669.000000 Penalty: 5387.349121
	Iteration 44Q: 3 clusters Score -6879669 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48854 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -6879929.500000 Penalty: 5387.349121
	Iteration 45Q: 3 clusters Score -6879930 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -6880142.000000 Penalty: 5387.349121
	Iteration 46Q: 3 clusters Score -6880142 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6880355.500000 Penalty: 5387.349121
	Iteration 47Q: 3 clusters Score -6880356 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -6880508.000000 Penalty: 5387.349121
	Iteration 48Q: 3 clusters Score -6880508 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6880607.500000 Penalty: 5387.349121
	Iteration 49Q: 3 clusters Score -6880608 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6880692.000000 Penalty: 5387.349121
	Iteration 50Q: 3 clusters Score -6880692 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6880760.500000 Penalty: 5387.349121
	Iteration 51Q: 3 clusters Score -6880760 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50334 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6880778.500000 Penalty: 5387.349121
	Iteration 52Q: 3 clusters Score -6880778 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -6880801.500000 Penalty: 5387.349121
	Iteration 53Q: 3 clusters Score -6880802 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6880832.500000 Penalty: 5387.349121
	Iteration 54Q: 3 clusters Score -6880832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -6880829.500000 Penalty: 5387.349121
	Iteration 55Q: 3 clusters Score -6880830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6880835.500000 Penalty: 5387.349121
	Iteration 56Q: 3 clusters Score -6880836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -6880843.000000 Penalty: 5387.349121
	Iteration 57Q: 3 clusters Score -6880843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -6880840.500000 Penalty: 5387.349121
	Iteration 58Q: 3 clusters Score -6880840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -6880835.500000 Penalty: 5387.349121
	Iteration 59Q: 3 clusters Score -6880836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50506 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6880841.500000 Penalty: 5387.349121
	Iteration 60F: 3 clusters Score -6880842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6880849.000000 Penalty: 5387.349121
	Iteration 61Q: 3 clusters Score -6880849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6880841.500000 Penalty: 5387.349121
	Iteration 62Q: 3 clusters Score -6880842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6880849.500000 Penalty: 5387.349121
	Iteration 63Q: 3 clusters Score -6880850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6880849.500000 Penalty: 5387.349121
	Iteration 64F: 3 clusters Score -6880850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -398970.781250 Penalty: 1968.734497
	Iteration 0F: 2 clusters Score -398970.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -395877.843750 Penalty: 3937.468994
	Iteration 0F: 3 clusters Score -395877.8 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -396458.031250 Penalty: 3937.468994
	Iteration 1F: 3 clusters Score -396458 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -396613.250000 Penalty: 3937.468994
	Iteration 2F: 3 clusters Score -396613.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -396693.843750 Penalty: 3937.468994
	Iteration 3Q: 3 clusters Score -396693.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -396746.593750 Penalty: 3937.468994
	Iteration 4Q: 3 clusters Score -396746.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -396786.031250 Penalty: 3937.468994
	Iteration 5Q: 3 clusters Score -396786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -396816.218750 Penalty: 3937.468994
	Iteration 6Q: 3 clusters Score -396816.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -396839.687500 Penalty: 3937.468994
	Iteration 7Q: 3 clusters Score -396839.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -396853.906250 Penalty: 3937.468994
	Iteration 8Q: 3 clusters Score -396853.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -396866.375000 Penalty: 3937.468994
	Iteration 9Q: 3 clusters Score -396866.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -396872.468750 Penalty: 3937.468994
	Iteration 10Q: 3 clusters Score -396872.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -396877.437500 Penalty: 3937.468994
	Iteration 11Q: 3 clusters Score -396877.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -396883.593750 Penalty: 3937.468994
	Iteration 12Q: 3 clusters Score -396883.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -396890.000000 Penalty: 3937.468994
	Iteration 13Q: 3 clusters Score -396890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -396892.375000 Penalty: 3937.468994
	Iteration 14Q: 3 clusters Score -396892.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -396893.875000 Penalty: 3937.468994
	Iteration 15Q: 3 clusters Score -396893.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -396895.750000 Penalty: 3937.468994
	Iteration 16Q: 3 clusters Score -396895.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -396897.875000 Penalty: 3937.468994
	Iteration 17Q: 3 clusters Score -396897.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -396898.781250 Penalty: 3937.468994
	Iteration 18Q: 3 clusters Score -396898.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -396899.687500 Penalty: 3937.468994
	Iteration 19Q: 3 clusters Score -396899.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -396900.093750 Penalty: 3937.468994
	Iteration 20F: 3 clusters Score -396900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -396900.406250 Penalty: 3937.468994
	Iteration 21Q: 3 clusters Score -396900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -396901.031250 Penalty: 3937.468994
	Iteration 22Q: 3 clusters Score -396901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -396901.531250 Penalty: 3937.468994
	Iteration 23Q: 3 clusters Score -396901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -396901.093750 Penalty: 3937.468994
	Iteration 24Q: 3 clusters Score -396901.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -396902.312500 Penalty: 3937.468994
	Iteration 25Q: 3 clusters Score -396902.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -396904.000000 Penalty: 3937.468994
	Iteration 26Q: 3 clusters Score -396904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -396904.000000 Penalty: 3937.468994
	Iteration 27F: 3 clusters Score -396904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -57223.523438 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -57223.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -55818.667969 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -55818.67 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -56114.773438 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -56114.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56311.593750 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -56311.59 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -56544.417969 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -56544.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -56894.433594 Penalty: 3059.088379
	Iteration 4F: 3 clusters Score -56894.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -57187.468750 Penalty: 3059.088379
	Iteration 5F: 3 clusters Score -57187.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -57294.214844 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -57294.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -57330.066406 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -57330.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57336.589844 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -57336.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57336.589844 Penalty: 3059.088379
	Iteration 9F: 3 clusters Score -57336.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 46613 members 
Mstep: Class 4 contains 17635 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 74673 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142935 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52227 members 
Mstep: Class 13 contains 7257 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51352 members 
Mstep: Class 16 contains 28906 members 
Mstep: Class 17 contains 52135 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 312 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26060 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29527 members 
Mstep: Class 24 contains 5969 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283500 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 165 members 
Entering Unmasked Estep 
Score: -122223464.000000 Penalty: 98657.695312
Splitting cluster 19 changes total score from -122224824.000000 to -122223464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -48468.175781 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -48468.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -47065.429688 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -47065.43 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -47545.000000 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -47545 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47943.503906 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -47943.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48385.082031 Penalty: 3007.637451
	Iteration 3F: 3 clusters Score -48385.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -48484.898438 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -48484.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48543.601562 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -48543.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48587.203125 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -48587.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48615.515625 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -48615.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -48627.507812 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -48627.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -48634.230469 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -48634.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -48641.953125 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -48641.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48675.148438 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -48675.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48675.148438 Penalty: 3007.637451
	Iteration 12F: 3 clusters Score -48675.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 46613 members 
Mstep: Class 4 contains 17635 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 74673 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142935 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52227 members 
Mstep: Class 13 contains 7257 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51352 members 
Mstep: Class 16 contains 28906 members 
Mstep: Class 17 contains 52135 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 26060 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29527 members 
Mstep: Class 24 contains 5969 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283500 members 
Mstep: Class 28 contains 1060 members 
Mstep: Class 29 contains 213 members 
Entering Unmasked Estep 
Score: -122223544.000000 Penalty: 98657.695312
Splitting cluster 20 changes total score from -122224824.000000 to -122223544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (26060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Entering Unmasked Estep 
Score: -3647321.000000 Penalty: 2521.702881
	Iteration 0F: 2 clusters Score -3647321 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 12970 members 
Entering Unmasked Estep 
Score: -3629249.500000 Penalty: 5043.405762
	Iteration 0F: 3 clusters Score -3629250 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -3635603.500000 Penalty: 5043.405762
	Iteration 1F: 3 clusters Score -3635604 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -3635981.750000 Penalty: 5043.405762
	Iteration 2Q: 3 clusters Score -3635982 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -3636264.500000 Penalty: 5043.405762
	Iteration 3Q: 3 clusters Score -3636264 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3636553.500000 Penalty: 5043.405762
	Iteration 4Q: 3 clusters Score -3636554 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -3636809.250000 Penalty: 5043.405762
	Iteration 5Q: 3 clusters Score -3636809 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3637126.750000 Penalty: 5043.405762
	Iteration 6Q: 3 clusters Score -3637127 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -3637620.750000 Penalty: 5043.405762
	Iteration 7Q: 3 clusters Score -3637621 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -3638307.250000 Penalty: 5043.405762
	Iteration 8Q: 3 clusters Score -3638307 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -3639259.750000 Penalty: 5043.405762
	Iteration 9F: 3 clusters Score -3639260 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3640531.000000 Penalty: 5043.405762
	Iteration 10F: 3 clusters Score -3640531 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -3641987.250000 Penalty: 5043.405762
	Iteration 11F: 3 clusters Score -3641987 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3643236.500000 Penalty: 5043.405762
	Iteration 12F: 3 clusters Score -3643236 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3644158.250000 Penalty: 5043.405762
	Iteration 13Q: 3 clusters Score -3644158 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25431 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3644612.000000 Penalty: 5043.405762
	Iteration 14Q: 3 clusters Score -3644612 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3644820.750000 Penalty: 5043.405762
	Iteration 15Q: 3 clusters Score -3644821 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3644929.000000 Penalty: 5043.405762
	Iteration 16Q: 3 clusters Score -3644929 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3644982.250000 Penalty: 5043.405762
	Iteration 17Q: 3 clusters Score -3644982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3645032.000000 Penalty: 5043.405762
	Iteration 18Q: 3 clusters Score -3645032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3645052.000000 Penalty: 5043.405762
	Iteration 19Q: 3 clusters Score -3645052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3645063.500000 Penalty: 5043.405762
	Iteration 20F: 3 clusters Score -3645064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3645067.500000 Penalty: 5043.405762
	Iteration 21Q: 3 clusters Score -3645068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3645072.000000 Penalty: 5043.405762
	Iteration 22Q: 3 clusters Score -3645072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3645079.000000 Penalty: 5043.405762
	Iteration 23Q: 3 clusters Score -3645079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3645085.500000 Penalty: 5043.405762
	Iteration 24Q: 3 clusters Score -3645086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -3645091.000000 Penalty: 5043.405762
	Iteration 25Q: 3 clusters Score -3645091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3645098.500000 Penalty: 5043.405762
	Iteration 26Q: 3 clusters Score -3645098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3645099.750000 Penalty: 5043.405762
	Iteration 27Q: 3 clusters Score -3645100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3645099.750000 Penalty: 5043.405762
	Iteration 28F: 3 clusters Score -3645100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Entering Unmasked Estep 
Score: -152025.046875 Penalty: 1741.892212
	Iteration 0F: 2 clusters Score -152025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -149986.796875 Penalty: 3483.784424
	Iteration 0F: 3 clusters Score -149986.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -150277.906250 Penalty: 3483.784424
	Iteration 1F: 3 clusters Score -150277.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -150368.312500 Penalty: 3483.784424
	Iteration 2F: 3 clusters Score -150368.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -150415.031250 Penalty: 3483.784424
	Iteration 3Q: 3 clusters Score -150415 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -150433.609375 Penalty: 3483.784424
	Iteration 4Q: 3 clusters Score -150433.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -150452.390625 Penalty: 3483.784424
	Iteration 5Q: 3 clusters Score -150452.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -150465.265625 Penalty: 3483.784424
	Iteration 6Q: 3 clusters Score -150465.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -150474.781250 Penalty: 3483.784424
	Iteration 7Q: 3 clusters Score -150474.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -150485.265625 Penalty: 3483.784424
	Iteration 8Q: 3 clusters Score -150485.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -150501.484375 Penalty: 3483.784424
	Iteration 9Q: 3 clusters Score -150501.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -150511.718750 Penalty: 3483.784424
	Iteration 10Q: 3 clusters Score -150511.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -150517.718750 Penalty: 3483.784424
	Iteration 11Q: 3 clusters Score -150517.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -150523.562500 Penalty: 3483.784424
	Iteration 12Q: 3 clusters Score -150523.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -150527.750000 Penalty: 3483.784424
	Iteration 13Q: 3 clusters Score -150527.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -150530.750000 Penalty: 3483.784424
	Iteration 14Q: 3 clusters Score -150530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -150535.734375 Penalty: 3483.784424
	Iteration 15Q: 3 clusters Score -150535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -150537.937500 Penalty: 3483.784424
	Iteration 16Q: 3 clusters Score -150537.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -150540.203125 Penalty: 3483.784424
	Iteration 17Q: 3 clusters Score -150540.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -150540.859375 Penalty: 3483.784424
	Iteration 18Q: 3 clusters Score -150540.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -150540.859375 Penalty: 3483.784424
	Iteration 19F: 3 clusters Score -150540.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Entering Unmasked Estep 
Score: -4030566.750000 Penalty: 2552.678955
	Iteration 0F: 2 clusters Score -4030567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -4010299.500000 Penalty: 5105.357910
	Iteration 0F: 3 clusters Score -4010300 nChanged 13339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -4017689.500000 Penalty: 5105.357910
	Iteration 1F: 3 clusters Score -4017690 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -4018367.250000 Penalty: 5105.357910
	Iteration 2F: 3 clusters Score -4018367 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -4019101.000000 Penalty: 5105.357910
	Iteration 3F: 3 clusters Score -4019101 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -4019967.750000 Penalty: 5105.357910
	Iteration 4F: 3 clusters Score -4019968 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4021018.250000 Penalty: 5105.357910
	Iteration 5F: 3 clusters Score -4021018 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4022157.750000 Penalty: 5105.357910
	Iteration 6F: 3 clusters Score -4022158 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -4023189.000000 Penalty: 5105.357910
	Iteration 7F: 3 clusters Score -4023189 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4023965.500000 Penalty: 5105.357910
	Iteration 8F: 3 clusters Score -4023966 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -4024431.500000 Penalty: 5105.357910
	Iteration 9Q: 3 clusters Score -4024432 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -4024716.750000 Penalty: 5105.357910
	Iteration 10Q: 3 clusters Score -4024717 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -4024877.250000 Penalty: 5105.357910
	Iteration 11Q: 3 clusters Score -4024877 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -4024977.750000 Penalty: 5105.357910
	Iteration 12Q: 3 clusters Score -4024978 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -4025050.250000 Penalty: 5105.357910
	Iteration 13Q: 3 clusters Score -4025050 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -4025106.750000 Penalty: 5105.357910
	Iteration 14Q: 3 clusters Score -4025107 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -4025153.000000 Penalty: 5105.357910
	Iteration 15Q: 3 clusters Score -4025153 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -4025197.500000 Penalty: 5105.357910
	Iteration 16Q: 3 clusters Score -4025198 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -4025257.250000 Penalty: 5105.357910
	Iteration 17Q: 3 clusters Score -4025257 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -4025282.500000 Penalty: 5105.357910
	Iteration 18Q: 3 clusters Score -4025282 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -4025324.500000 Penalty: 5105.357910
	Iteration 19Q: 3 clusters Score -4025324 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -4025357.250000 Penalty: 5105.357910
	Iteration 20F: 3 clusters Score -4025357 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4025423.250000 Penalty: 5105.357910
	Iteration 21Q: 3 clusters Score -4025423 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4025472.250000 Penalty: 5105.357910
	Iteration 22Q: 3 clusters Score -4025472 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -4025527.750000 Penalty: 5105.357910
	Iteration 23Q: 3 clusters Score -4025528 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4025620.500000 Penalty: 5105.357910
	Iteration 24Q: 3 clusters Score -4025620 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -4025702.750000 Penalty: 5105.357910
	Iteration 25Q: 3 clusters Score -4025703 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -4025836.500000 Penalty: 5105.357910
	Iteration 26Q: 3 clusters Score -4025836 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -4025955.750000 Penalty: 5105.357910
	Iteration 27Q: 3 clusters Score -4025956 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -4026097.250000 Penalty: 5105.357910
	Iteration 28Q: 3 clusters Score -4026097 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -4026277.750000 Penalty: 5105.357910
	Iteration 29Q: 3 clusters Score -4026278 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -4026496.750000 Penalty: 5105.357910
	Iteration 30Q: 3 clusters Score -4026497 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -4026695.250000 Penalty: 5105.357910
	Iteration 31Q: 3 clusters Score -4026695 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -4026916.250000 Penalty: 5105.357910
	Iteration 32Q: 3 clusters Score -4026916 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -4027143.250000 Penalty: 5105.357910
	Iteration 33Q: 3 clusters Score -4027143 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -4027361.250000 Penalty: 5105.357910
	Iteration 34Q: 3 clusters Score -4027361 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -4027550.750000 Penalty: 5105.357910
	Iteration 35Q: 3 clusters Score -4027551 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -4027751.750000 Penalty: 5105.357910
	Iteration 36Q: 3 clusters Score -4027752 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -4027900.000000 Penalty: 5105.357910
	Iteration 37Q: 3 clusters Score -4027900 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -4028038.250000 Penalty: 5105.357910
	Iteration 38Q: 3 clusters Score -4028038 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -4028147.000000 Penalty: 5105.357910
	Iteration 39Q: 3 clusters Score -4028147 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -4028264.500000 Penalty: 5105.357910
	Iteration 40F: 3 clusters Score -4028264 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -4028349.000000 Penalty: 5105.357910
	Iteration 41Q: 3 clusters Score -4028349 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -4028415.500000 Penalty: 5105.357910
	Iteration 42Q: 3 clusters Score -4028416 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -4028453.750000 Penalty: 5105.357910
	Iteration 43Q: 3 clusters Score -4028454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -4028477.750000 Penalty: 5105.357910
	Iteration 44Q: 3 clusters Score -4028478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -4028500.500000 Penalty: 5105.357910
	Iteration 45Q: 3 clusters Score -4028500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -4028509.250000 Penalty: 5105.357910
	Iteration 46Q: 3 clusters Score -4028509 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -4028519.000000 Penalty: 5105.357910
	Iteration 47Q: 3 clusters Score -4028519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -4028526.000000 Penalty: 5105.357910
	Iteration 48Q: 3 clusters Score -4028526 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -4028531.500000 Penalty: 5105.357910
	Iteration 49Q: 3 clusters Score -4028532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -4028536.000000 Penalty: 5105.357910
	Iteration 50Q: 3 clusters Score -4028536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -4028542.750000 Penalty: 5105.357910
	Iteration 51Q: 3 clusters Score -4028543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -4028554.750000 Penalty: 5105.357910
	Iteration 52Q: 3 clusters Score -4028555 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -4028558.000000 Penalty: 5105.357910
	Iteration 53Q: 3 clusters Score -4028558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -4028559.250000 Penalty: 5105.357910
	Iteration 54Q: 3 clusters Score -4028559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -4028558.000000 Penalty: 5105.357910
	Iteration 55Q: 3 clusters Score -4028558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 28667 members 
Entering Unmasked Estep 
Score: -4028565.500000 Penalty: 5105.357910
	Iteration 56Q: 3 clusters Score -4028566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -4028563.000000 Penalty: 5105.357910
	Iteration 57Q: 3 clusters Score -4028563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -4028560.000000 Penalty: 5105.357910
	Iteration 58Q: 3 clusters Score -4028560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -4028561.250000 Penalty: 5105.357910
	Iteration 59Q: 3 clusters Score -4028561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -4028564.000000 Penalty: 5105.357910
	Iteration 60F: 3 clusters Score -4028564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -4028567.250000 Penalty: 5105.357910
	Iteration 61Q: 3 clusters Score -4028567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -4028577.250000 Penalty: 5105.357910
	Iteration 62Q: 3 clusters Score -4028577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -4028582.000000 Penalty: 5105.357910
	Iteration 63Q: 3 clusters Score -4028582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -4028579.500000 Penalty: 5105.357910
	Iteration 64Q: 3 clusters Score -4028580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -4028584.500000 Penalty: 5105.357910
	Iteration 65Q: 3 clusters Score -4028584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -4028581.250000 Penalty: 5105.357910
	Iteration 66Q: 3 clusters Score -4028581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28689 members 
Entering Unmasked Estep 
Score: -4028580.500000 Penalty: 5105.357910
	Iteration 67Q: 3 clusters Score -4028580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -4028584.750000 Penalty: 5105.357910
	Iteration 68Q: 3 clusters Score -4028585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -4028582.500000 Penalty: 5105.357910
	Iteration 69Q: 3 clusters Score -4028582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -4028582.000000 Penalty: 5105.357910
	Iteration 70Q: 3 clusters Score -4028582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -4028581.500000 Penalty: 5105.357910
	Iteration 71Q: 3 clusters Score -4028582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -4028586.250000 Penalty: 5105.357910
	Iteration 72Q: 3 clusters Score -4028586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -4028586.250000 Penalty: 5105.357910
	Iteration 73F: 3 clusters Score -4028586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Entering Unmasked Estep 
Score: -801499.437500 Penalty: 2156.195068
	Iteration 0F: 2 clusters Score -801499.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -796389.375000 Penalty: 4312.390137
	Iteration 0F: 3 clusters Score -796389.4 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -797654.875000 Penalty: 4312.390137
	Iteration 1F: 3 clusters Score -797654.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -798045.562500 Penalty: 4312.390137
	Iteration 2F: 3 clusters Score -798045.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -798447.312500 Penalty: 4312.390137
	Iteration 3F: 3 clusters Score -798447.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -798868.625000 Penalty: 4312.390137
	Iteration 4F: 3 clusters Score -798868.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -799261.000000 Penalty: 4312.390137
	Iteration 5F: 3 clusters Score -799261 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -799681.187500 Penalty: 4312.390137
	Iteration 6F: 3 clusters Score -799681.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -799971.875000 Penalty: 4312.390137
	Iteration 7F: 3 clusters Score -799971.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -800127.000000 Penalty: 4312.390137
	Iteration 8Q: 3 clusters Score -800127 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -800210.312500 Penalty: 4312.390137
	Iteration 9Q: 3 clusters Score -800210.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -800266.000000 Penalty: 4312.390137
	Iteration 10Q: 3 clusters Score -800266 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -800305.687500 Penalty: 4312.390137
	Iteration 11Q: 3 clusters Score -800305.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -800330.937500 Penalty: 4312.390137
	Iteration 12Q: 3 clusters Score -800330.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -800345.312500 Penalty: 4312.390137
	Iteration 13Q: 3 clusters Score -800345.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -800355.625000 Penalty: 4312.390137
	Iteration 14Q: 3 clusters Score -800355.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -800361.937500 Penalty: 4312.390137
	Iteration 15Q: 3 clusters Score -800361.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -800366.875000 Penalty: 4312.390137
	Iteration 16Q: 3 clusters Score -800366.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -800373.750000 Penalty: 4312.390137
	Iteration 17Q: 3 clusters Score -800373.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -800378.125000 Penalty: 4312.390137
	Iteration 18Q: 3 clusters Score -800378.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -800382.437500 Penalty: 4312.390137
	Iteration 19Q: 3 clusters Score -800382.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -800386.187500 Penalty: 4312.390137
	Iteration 20F: 3 clusters Score -800386.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -800392.687500 Penalty: 4312.390137
	Iteration 21Q: 3 clusters Score -800392.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -800393.562500 Penalty: 4312.390137
	Iteration 22Q: 3 clusters Score -800393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -800394.750000 Penalty: 4312.390137
	Iteration 23Q: 3 clusters Score -800394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -800399.062500 Penalty: 4312.390137
	Iteration 24Q: 3 clusters Score -800399.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -800396.687500 Penalty: 4312.390137
	Iteration 25Q: 3 clusters Score -800396.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -800399.750000 Penalty: 4312.390137
	Iteration 26Q: 3 clusters Score -800399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -800401.875000 Penalty: 4312.390137
	Iteration 27Q: 3 clusters Score -800401.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -800401.062500 Penalty: 4312.390137
	Iteration 28Q: 3 clusters Score -800401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -800403.937500 Penalty: 4312.390137
	Iteration 29Q: 3 clusters Score -800403.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -800407.500000 Penalty: 4312.390137
	Iteration 30Q: 3 clusters Score -800407.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -800409.875000 Penalty: 4312.390137
	Iteration 31Q: 3 clusters Score -800409.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -800412.625000 Penalty: 4312.390137
	Iteration 32Q: 3 clusters Score -800412.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -800413.875000 Penalty: 4312.390137
	Iteration 33Q: 3 clusters Score -800413.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -800415.687500 Penalty: 4312.390137
	Iteration 34Q: 3 clusters Score -800415.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -800416.812500 Penalty: 4312.390137
	Iteration 35Q: 3 clusters Score -800416.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -800416.875000 Penalty: 4312.390137
	Iteration 36Q: 3 clusters Score -800416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -800418.500000 Penalty: 4312.390137
	Iteration 37Q: 3 clusters Score -800418.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -800418.500000 Penalty: 4312.390137
	Iteration 38F: 3 clusters Score -800418.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -23364.125000 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -23364.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22308.546875 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -22308.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22367.728516 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -22367.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Entering Unmasked Estep 
Score: -2255831.250000 Penalty: 2401.699951
	Iteration 0F: 2 clusters Score -2255831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2244256.500000 Penalty: 4803.399902
	Iteration 0F: 3 clusters Score -2244256 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -2247945.750000 Penalty: 4803.399902
	Iteration 1F: 3 clusters Score -2247946 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -2248324.000000 Penalty: 4803.399902
	Iteration 2F: 3 clusters Score -2248324 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2248675.250000 Penalty: 4803.399902
	Iteration 3F: 3 clusters Score -2248675 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2249025.000000 Penalty: 4803.399902
	Iteration 4Q: 3 clusters Score -2249025 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -2249401.500000 Penalty: 4803.399902
	Iteration 5Q: 3 clusters Score -2249402 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2249801.500000 Penalty: 4803.399902
	Iteration 6Q: 3 clusters Score -2249802 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -2250280.250000 Penalty: 4803.399902
	Iteration 7F: 3 clusters Score -2250280 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2250808.500000 Penalty: 4803.399902
	Iteration 8F: 3 clusters Score -2250808 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2251391.500000 Penalty: 4803.399902
	Iteration 9F: 3 clusters Score -2251392 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2252042.250000 Penalty: 4803.399902
	Iteration 10Q: 3 clusters Score -2252042 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -2252656.000000 Penalty: 4803.399902
	Iteration 11Q: 3 clusters Score -2252656 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2253007.250000 Penalty: 4803.399902
	Iteration 12Q: 3 clusters Score -2253007 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2253192.250000 Penalty: 4803.399902
	Iteration 13Q: 3 clusters Score -2253192 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2253274.000000 Penalty: 4803.399902
	Iteration 14Q: 3 clusters Score -2253274 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -2253332.250000 Penalty: 4803.399902
	Iteration 15Q: 3 clusters Score -2253332 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2253371.250000 Penalty: 4803.399902
	Iteration 16Q: 3 clusters Score -2253371 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2253403.500000 Penalty: 4803.399902
	Iteration 17Q: 3 clusters Score -2253404 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2253435.500000 Penalty: 4803.399902
	Iteration 18Q: 3 clusters Score -2253436 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2253458.750000 Penalty: 4803.399902
	Iteration 19Q: 3 clusters Score -2253459 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2253489.000000 Penalty: 4803.399902
	Iteration 20F: 3 clusters Score -2253489 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2253507.750000 Penalty: 4803.399902
	Iteration 21Q: 3 clusters Score -2253508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2253531.500000 Penalty: 4803.399902
	Iteration 22Q: 3 clusters Score -2253532 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2253547.250000 Penalty: 4803.399902
	Iteration 23Q: 3 clusters Score -2253547 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2253566.750000 Penalty: 4803.399902
	Iteration 24Q: 3 clusters Score -2253567 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -2253578.250000 Penalty: 4803.399902
	Iteration 25Q: 3 clusters Score -2253578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2253600.250000 Penalty: 4803.399902
	Iteration 26Q: 3 clusters Score -2253600 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2253617.250000 Penalty: 4803.399902
	Iteration 27Q: 3 clusters Score -2253617 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2253623.750000 Penalty: 4803.399902
	Iteration 28Q: 3 clusters Score -2253624 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2253649.500000 Penalty: 4803.399902
	Iteration 29Q: 3 clusters Score -2253650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -2253662.750000 Penalty: 4803.399902
	Iteration 30Q: 3 clusters Score -2253663 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2253677.750000 Penalty: 4803.399902
	Iteration 31Q: 3 clusters Score -2253678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2253696.750000 Penalty: 4803.399902
	Iteration 32Q: 3 clusters Score -2253697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2253720.750000 Penalty: 4803.399902
	Iteration 33Q: 3 clusters Score -2253721 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2253730.500000 Penalty: 4803.399902
	Iteration 34Q: 3 clusters Score -2253730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2253742.500000 Penalty: 4803.399902
	Iteration 35Q: 3 clusters Score -2253742 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2253757.250000 Penalty: 4803.399902
	Iteration 36Q: 3 clusters Score -2253757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2253762.750000 Penalty: 4803.399902
	Iteration 37Q: 3 clusters Score -2253763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2253763.250000 Penalty: 4803.399902
	Iteration 38Q: 3 clusters Score -2253763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2253770.750000 Penalty: 4803.399902
	Iteration 39Q: 3 clusters Score -2253771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2253775.750000 Penalty: 4803.399902
	Iteration 40F: 3 clusters Score -2253776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2253782.750000 Penalty: 4803.399902
	Iteration 41Q: 3 clusters Score -2253783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2253778.500000 Penalty: 4803.399902
	Iteration 42Q: 3 clusters Score -2253778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2253787.750000 Penalty: 4803.399902
	Iteration 43Q: 3 clusters Score -2253788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2253791.750000 Penalty: 4803.399902
	Iteration 44Q: 3 clusters Score -2253792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2253795.500000 Penalty: 4803.399902
	Iteration 45Q: 3 clusters Score -2253796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2253801.500000 Penalty: 4803.399902
	Iteration 46Q: 3 clusters Score -2253802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2253802.000000 Penalty: 4803.399902
	Iteration 47Q: 3 clusters Score -2253802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -2253800.250000 Penalty: 4803.399902
	Iteration 48Q: 3 clusters Score -2253800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -2253806.500000 Penalty: 4803.399902
	Iteration 49Q: 3 clusters Score -2253806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2253810.750000 Penalty: 4803.399902
	Iteration 50Q: 3 clusters Score -2253811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2253814.000000 Penalty: 4803.399902
	Iteration 51Q: 3 clusters Score -2253814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2253821.750000 Penalty: 4803.399902
	Iteration 52Q: 3 clusters Score -2253822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2253818.750000 Penalty: 4803.399902
	Iteration 53Q: 3 clusters Score -2253819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2253824.500000 Penalty: 4803.399902
	Iteration 54Q: 3 clusters Score -2253824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -2253826.500000 Penalty: 4803.399902
	Iteration 55Q: 3 clusters Score -2253826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2253831.750000 Penalty: 4803.399902
	Iteration 56Q: 3 clusters Score -2253832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -2253838.000000 Penalty: 4803.399902
	Iteration 57Q: 3 clusters Score -2253838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2253835.000000 Penalty: 4803.399902
	Iteration 58Q: 3 clusters Score -2253835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2253842.000000 Penalty: 4803.399902
	Iteration 59Q: 3 clusters Score -2253842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2253847.250000 Penalty: 4803.399902
	Iteration 60F: 3 clusters Score -2253847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2253847.000000 Penalty: 4803.399902
	Iteration 61Q: 3 clusters Score -2253847 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2253857.750000 Penalty: 4803.399902
	Iteration 62Q: 3 clusters Score -2253858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -2253861.500000 Penalty: 4803.399902
	Iteration 63Q: 3 clusters Score -2253862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2253868.750000 Penalty: 4803.399902
	Iteration 64Q: 3 clusters Score -2253869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2253871.250000 Penalty: 4803.399902
	Iteration 65Q: 3 clusters Score -2253871 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2253874.750000 Penalty: 4803.399902
	Iteration 66Q: 3 clusters Score -2253875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2253872.500000 Penalty: 4803.399902
	Iteration 67Q: 3 clusters Score -2253872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2253876.250000 Penalty: 4803.399902
	Iteration 68Q: 3 clusters Score -2253876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -2253876.250000 Penalty: 4803.399902
	Iteration 69Q: 3 clusters Score -2253876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -2253874.750000 Penalty: 4803.399902
	Iteration 70Q: 3 clusters Score -2253875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2253876.000000 Penalty: 4803.399902
	Iteration 71Q: 3 clusters Score -2253876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2253880.500000 Penalty: 4803.399902
	Iteration 72Q: 3 clusters Score -2253880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2253882.250000 Penalty: 4803.399902
	Iteration 73Q: 3 clusters Score -2253882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2253882.750000 Penalty: 4803.399902
	Iteration 74Q: 3 clusters Score -2253883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2253882.750000 Penalty: 4803.399902
	Iteration 75Q: 3 clusters Score -2253883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2253883.500000 Penalty: 4803.399902
	Iteration 76Q: 3 clusters Score -2253884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2253888.250000 Penalty: 4803.399902
	Iteration 77Q: 3 clusters Score -2253888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2253891.250000 Penalty: 4803.399902
	Iteration 78Q: 3 clusters Score -2253891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2253891.000000 Penalty: 4803.399902
	Iteration 79Q: 3 clusters Score -2253891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2253891.000000 Penalty: 4803.399902
	Iteration 80F: 3 clusters Score -2253891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (283500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283500 members 
Entering Unmasked Estep 
Score: -39514904.000000 Penalty: 3113.632080
	Iteration 0F: 2 clusters Score -3.95149e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141755 members 
Mstep: Class 2 contains 141745 members 
Entering Unmasked Estep 
Score: -39364200.000000 Penalty: 6227.264160
	Iteration 0F: 3 clusters Score -3.93642e+07 nChanged 137136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140953 members 
Mstep: Class 2 contains 142547 members 
Entering Unmasked Estep 
Score: -39444824.000000 Penalty: 6227.264160
	Iteration 1F: 3 clusters Score -3.944482e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140243 members 
Mstep: Class 2 contains 143257 members 
Entering Unmasked Estep 
Score: -39445820.000000 Penalty: 6227.264160
	Iteration 2Q: 3 clusters Score -3.944582e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139312 members 
Mstep: Class 2 contains 144188 members 
Entering Unmasked Estep 
Score: -39447176.000000 Penalty: 6227.264160
	Iteration 3Q: 3 clusters Score -3.944718e+07 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137807 members 
Mstep: Class 2 contains 145693 members 
Entering Unmasked Estep 
Score: -39448568.000000 Penalty: 6227.264160
	Iteration 4Q: 3 clusters Score -3.944857e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135529 members 
Mstep: Class 2 contains 147971 members 
Entering Unmasked Estep 
Score: -39450748.000000 Penalty: 6227.264160
	Iteration 5Q: 3 clusters Score -3.945075e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132143 members 
Mstep: Class 2 contains 151357 members 
Entering Unmasked Estep 
Score: -39453380.000000 Penalty: 6227.264160
	Iteration 6Q: 3 clusters Score -3.945338e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127221 members 
Mstep: Class 2 contains 156279 members 
Entering Unmasked Estep 
Score: -39458100.000000 Penalty: 6227.264160
	Iteration 7Q: 3 clusters Score -3.94581e+07 nChanged 13412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120671 members 
Mstep: Class 2 contains 162829 members 
Entering Unmasked Estep 
Score: -39466012.000000 Penalty: 6227.264160
	Iteration 8Q: 3 clusters Score -3.946601e+07 nChanged 15905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112868 members 
Mstep: Class 2 contains 170632 members 
Entering Unmasked Estep 
Score: -39477492.000000 Penalty: 6227.264160
	Iteration 9F: 3 clusters Score -3.947749e+07 nChanged 17451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105071 members 
Mstep: Class 2 contains 178429 members 
Entering Unmasked Estep 
Score: -39489716.000000 Penalty: 6227.264160
	Iteration 10F: 3 clusters Score -3.948972e+07 nChanged 15778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98799 members 
Mstep: Class 2 contains 184701 members 
Entering Unmasked Estep 
Score: -39498688.000000 Penalty: 6227.264160
	Iteration 11F: 3 clusters Score -3.949869e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93406 members 
Mstep: Class 2 contains 190094 members 
Entering Unmasked Estep 
Score: -39502708.000000 Penalty: 6227.264160
	Iteration 12Q: 3 clusters Score -3.950271e+07 nChanged 7707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 195439 members 
Entering Unmasked Estep 
Score: -39504320.000000 Penalty: 6227.264160
	Iteration 13Q: 3 clusters Score -3.950432e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82467 members 
Mstep: Class 2 contains 201033 members 
Entering Unmasked Estep 
Score: -39505988.000000 Penalty: 6227.264160
	Iteration 14Q: 3 clusters Score -3.950599e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 206931 members 
Entering Unmasked Estep 
Score: -39507608.000000 Penalty: 6227.264160
	Iteration 15Q: 3 clusters Score -3.950761e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 212963 members 
Entering Unmasked Estep 
Score: -39509532.000000 Penalty: 6227.264160
	Iteration 16Q: 3 clusters Score -3.950953e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 219120 members 
Entering Unmasked Estep 
Score: -39511496.000000 Penalty: 6227.264160
	Iteration 17Q: 3 clusters Score -3.95115e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 225478 members 
Entering Unmasked Estep 
Score: -39513604.000000 Penalty: 6227.264160
	Iteration 18Q: 3 clusters Score -3.95136e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 231587 members 
Entering Unmasked Estep 
Score: -39515640.000000 Penalty: 6227.264160
	Iteration 19Q: 3 clusters Score -3.951564e+07 nChanged 5888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 237449 members 
Entering Unmasked Estep 
Score: -39516904.000000 Penalty: 6227.264160
	Iteration 20F: 3 clusters Score -3.95169e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 242859 members 
Entering Unmasked Estep 
Score: -39518420.000000 Penalty: 6227.264160
	Iteration 21Q: 3 clusters Score -3.951842e+07 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 247766 members 
Entering Unmasked Estep 
Score: -39518400.000000 Penalty: 6227.264160
	Iteration 22Q: 3 clusters Score -3.95184e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 252139 members 
Entering Unmasked Estep 
Score: -39518184.000000 Penalty: 6227.264160
	Iteration 23Q: 3 clusters Score -3.951818e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 255966 members 
Entering Unmasked Estep 
Score: -39517128.000000 Penalty: 6227.264160
	Iteration 24Q: 3 clusters Score -3.951713e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 259229 members 
Entering Unmasked Estep 
Score: -39517120.000000 Penalty: 6227.264160
	Iteration 25Q: 3 clusters Score -3.951712e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 262219 members 
Entering Unmasked Estep 
Score: -39516588.000000 Penalty: 6227.264160
	Iteration 26Q: 3 clusters Score -3.951659e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 264922 members 
Entering Unmasked Estep 
Score: -39515652.000000 Penalty: 6227.264160
	Iteration 27Q: 3 clusters Score -3.951565e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 267344 members 
Entering Unmasked Estep 
Score: -39514908.000000 Penalty: 6227.264160
	Iteration 28Q: 3 clusters Score -3.951491e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 269449 members 
Entering Unmasked Estep 
Score: -39514704.000000 Penalty: 6227.264160
	Iteration 29Q: 3 clusters Score -3.95147e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 271351 members 
Entering Unmasked Estep 
Score: -39514320.000000 Penalty: 6227.264160
	Iteration 30Q: 3 clusters Score -3.951432e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 273018 members 
Entering Unmasked Estep 
Score: -39513872.000000 Penalty: 6227.264160
	Iteration 31Q: 3 clusters Score -3.951387e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 274491 members 
Entering Unmasked Estep 
Score: -39513396.000000 Penalty: 6227.264160
	Iteration 32Q: 3 clusters Score -3.95134e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 275835 members 
Entering Unmasked Estep 
Score: -39512928.000000 Penalty: 6227.264160
	Iteration 33Q: 3 clusters Score -3.951293e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 277000 members 
Entering Unmasked Estep 
Score: -39512708.000000 Penalty: 6227.264160
	Iteration 34Q: 3 clusters Score -3.951271e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 278048 members 
Entering Unmasked Estep 
Score: -39512472.000000 Penalty: 6227.264160
	Iteration 35Q: 3 clusters Score -3.951247e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 278970 members 
Entering Unmasked Estep 
Score: -39512564.000000 Penalty: 6227.264160
	Iteration 36Q: 3 clusters Score -3.951256e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 279736 members 
Entering Unmasked Estep 
Score: -39512420.000000 Penalty: 6227.264160
	Iteration 37Q: 3 clusters Score -3.951242e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 280402 members 
Entering Unmasked Estep 
Score: -39512344.000000 Penalty: 6227.264160
	Iteration 38Q: 3 clusters Score -3.951234e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 280899 members 
Entering Unmasked Estep 
Score: -39512400.000000 Penalty: 6227.264160
	Iteration 39Q: 3 clusters Score -3.95124e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 281317 members 
Entering Unmasked Estep 
Score: -39512408.000000 Penalty: 6227.264160
	Iteration 40F: 3 clusters Score -3.951241e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 281652 members 
Entering Unmasked Estep 
Score: -39512416.000000 Penalty: 6227.264160
	Iteration 41Q: 3 clusters Score -3.951242e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 281901 members 
Entering Unmasked Estep 
Score: -39512488.000000 Penalty: 6227.264160
	Iteration 42Q: 3 clusters Score -3.951249e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 282120 members 
Entering Unmasked Estep 
Score: -39512516.000000 Penalty: 6227.264160
	Iteration 43Q: 3 clusters Score -3.951252e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 282270 members 
Entering Unmasked Estep 
Score: -39512596.000000 Penalty: 6227.264160
	Iteration 44Q: 3 clusters Score -3.95126e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 282386 members 
Entering Unmasked Estep 
Score: -39512620.000000 Penalty: 6227.264160
	Iteration 45Q: 3 clusters Score -3.951262e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 282470 members 
Entering Unmasked Estep 
Score: -39512600.000000 Penalty: 6227.264160
	Iteration 46Q: 3 clusters Score -3.95126e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 282532 members 
Entering Unmasked Estep 
Score: -39512612.000000 Penalty: 6227.264160
	Iteration 47Q: 3 clusters Score -3.951261e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 282577 members 
Entering Unmasked Estep 
Score: -39512604.000000 Penalty: 6227.264160
	Iteration 48Q: 3 clusters Score -3.95126e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 282611 members 
Entering Unmasked Estep 
Score: -39512616.000000 Penalty: 6227.264160
	Iteration 49Q: 3 clusters Score -3.951262e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 282637 members 
Entering Unmasked Estep 
Score: -39512636.000000 Penalty: 6227.264160
	Iteration 50Q: 3 clusters Score -3.951264e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 282653 members 
Entering Unmasked Estep 
Score: -39512648.000000 Penalty: 6227.264160
	Iteration 51Q: 3 clusters Score -3.951265e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 282676 members 
Entering Unmasked Estep 
Score: -39512668.000000 Penalty: 6227.264160
	Iteration 52Q: 3 clusters Score -3.951267e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 282696 members 
Entering Unmasked Estep 
Score: -39512660.000000 Penalty: 6227.264160
	Iteration 53Q: 3 clusters Score -3.951266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 282713 members 
Entering Unmasked Estep 
Score: -39512676.000000 Penalty: 6227.264160
	Iteration 54Q: 3 clusters Score -3.951268e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 282721 members 
Entering Unmasked Estep 
Score: -39512704.000000 Penalty: 6227.264160
	Iteration 55Q: 3 clusters Score -3.95127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 282732 members 
Entering Unmasked Estep 
Score: -39512708.000000 Penalty: 6227.264160
	Iteration 56Q: 3 clusters Score -3.951271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 282747 members 
Entering Unmasked Estep 
Score: -39512680.000000 Penalty: 6227.264160
	Iteration 57Q: 3 clusters Score -3.951268e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 282757 members 
Entering Unmasked Estep 
Score: -39512672.000000 Penalty: 6227.264160
	Iteration 58Q: 3 clusters Score -3.951267e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 282764 members 
Entering Unmasked Estep 
Score: -39512672.000000 Penalty: 6227.264160
	Iteration 59Q: 3 clusters Score -3.951267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 282769 members 
Entering Unmasked Estep 
Score: -39512692.000000 Penalty: 6227.264160
	Iteration 60F: 3 clusters Score -3.951269e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 282772 members 
Entering Unmasked Estep 
Score: -39512684.000000 Penalty: 6227.264160
	Iteration 61Q: 3 clusters Score -3.951268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 282772 members 
Entering Unmasked Estep 
Score: -39512684.000000 Penalty: 6227.264160
	Iteration 62Q: 3 clusters Score -3.951268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 282774 members 
Entering Unmasked Estep 
Score: -39512668.000000 Penalty: 6227.264160
	Iteration 63Q: 3 clusters Score -3.951267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 282776 members 
Entering Unmasked Estep 
Score: -39512684.000000 Penalty: 6227.264160
	Iteration 64Q: 3 clusters Score -3.951268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 282777 members 
Entering Unmasked Estep 
Score: -39512684.000000 Penalty: 6227.264160
	Iteration 65Q: 3 clusters Score -3.951268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 282778 members 
Entering Unmasked Estep 
Score: -39512660.000000 Penalty: 6227.264160
	Iteration 66Q: 3 clusters Score -3.951266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 282781 members 
Entering Unmasked Estep 
Score: -39512668.000000 Penalty: 6227.264160
	Iteration 67Q: 3 clusters Score -3.951267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 282783 members 
Entering Unmasked Estep 
Score: -39512676.000000 Penalty: 6227.264160
	Iteration 68Q: 3 clusters Score -3.951268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 282784 members 
Entering Unmasked Estep 
Score: -39512680.000000 Penalty: 6227.264160
	Iteration 69Q: 3 clusters Score -3.951268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 282784 members 
Entering Unmasked Estep 
Score: -39512680.000000 Penalty: 6227.264160
	Iteration 70F: 3 clusters Score -3.951268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 46613 members 
Mstep: Class 4 contains 17635 members 
Mstep: Class 5 contains 460 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 74673 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142935 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52227 members 
Mstep: Class 13 contains 7257 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51352 members 
Mstep: Class 16 contains 28906 members 
Mstep: Class 17 contains 52135 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26060 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29527 members 
Mstep: Class 24 contains 5969 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225264.000000 Penalty: 95255.710938
Iteration 159Q: 29 clusters Score -1.222253e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 28754 members 
Mstep: Class 3 contains 46619 members 
Mstep: Class 4 contains 17636 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 74704 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8746 members 
Mstep: Class 10 contains 142931 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52230 members 
Mstep: Class 13 contains 7251 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51352 members 
Mstep: Class 16 contains 28904 members 
Mstep: Class 17 contains 52047 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 26121 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29529 members 
Mstep: Class 24 contains 5969 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16065 members 
Mstep: Class 27 contains 283503 members 
Mstep: Class 28 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225336.000000 Penalty: 95255.710938
Iteration 160F: 29 clusters Score -1.222253e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 28753 members 
Mstep: Class 3 contains 46621 members 
Mstep: Class 4 contains 17635 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 74732 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8746 members 
Mstep: Class 10 contains 142929 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52229 members 
Mstep: Class 13 contains 7248 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51354 members 
Mstep: Class 16 contains 28895 members 
Mstep: Class 17 contains 51958 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 26182 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29533 members 
Mstep: Class 24 contains 5969 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16066 members 
Mstep: Class 27 contains 283512 members 
Mstep: Class 28 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225448.000000 Penalty: 95255.710938
Iteration 161Q: 29 clusters Score -1.222254e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 28753 members 
Mstep: Class 3 contains 46624 members 
Mstep: Class 4 contains 17635 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 74753 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8746 members 
Mstep: Class 10 contains 142927 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52229 members 
Mstep: Class 13 contains 7242 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51355 members 
Mstep: Class 16 contains 28887 members 
Mstep: Class 17 contains 51867 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 26241 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29540 members 
Mstep: Class 24 contains 5970 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16070 members 
Mstep: Class 27 contains 283525 members 
Mstep: Class 28 contains 1056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225432.000000 Penalty: 95255.710938
Iteration 162Q: 29 clusters Score -1.222254e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 28756 members 
Mstep: Class 3 contains 46622 members 
Mstep: Class 4 contains 17635 members 
Mstep: Class 5 contains 466 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 74784 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142926 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52227 members 
Mstep: Class 13 contains 7240 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51355 members 
Mstep: Class 16 contains 28876 members 
Mstep: Class 17 contains 51800 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 26289 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29542 members 
Mstep: Class 24 contains 5971 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16072 members 
Mstep: Class 27 contains 283529 members 
Mstep: Class 28 contains 1057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225496.000000 Penalty: 95255.710938
Iteration 163Q: 29 clusters Score -1.222255e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 28756 members 
Mstep: Class 3 contains 46624 members 
Mstep: Class 4 contains 17635 members 
Mstep: Class 5 contains 465 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 74831 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142917 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52226 members 
Mstep: Class 13 contains 7232 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51357 members 
Mstep: Class 16 contains 28870 members 
Mstep: Class 17 contains 51719 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 26340 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29543 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16074 members 
Mstep: Class 27 contains 283530 members 
Mstep: Class 28 contains 1059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225688.000000 Penalty: 95255.710938
Iteration 164Q: 29 clusters Score -1.222257e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 28756 members 
Mstep: Class 3 contains 46621 members 
Mstep: Class 4 contains 17633 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 74856 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142911 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52228 members 
Mstep: Class 13 contains 7229 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51359 members 
Mstep: Class 16 contains 28858 members 
Mstep: Class 17 contains 51662 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 26388 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29547 members 
Mstep: Class 24 contains 5974 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16072 members 
Mstep: Class 27 contains 283535 members 
Mstep: Class 28 contains 1060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225704.000000 Penalty: 95255.710938
Iteration 165Q: 29 clusters Score -1.222257e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 28756 members 
Mstep: Class 3 contains 46617 members 
Mstep: Class 4 contains 17633 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 74890 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142909 members 
Mstep: Class 11 contains 8072 members 
Mstep: Class 12 contains 52230 members 
Mstep: Class 13 contains 7226 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51358 members 
Mstep: Class 16 contains 28854 members 
Mstep: Class 17 contains 51585 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 427 members 
Mstep: Class 21 contains 26439 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29550 members 
Mstep: Class 24 contains 5974 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16073 members 
Mstep: Class 27 contains 283538 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225744.000000 Penalty: 95255.710938
Iteration 166Q: 29 clusters Score -1.222257e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 28756 members 
Mstep: Class 3 contains 46619 members 
Mstep: Class 4 contains 17631 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 74926 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8745 members 
Mstep: Class 10 contains 142908 members 
Mstep: Class 11 contains 8073 members 
Mstep: Class 12 contains 52230 members 
Mstep: Class 13 contains 7220 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51359 members 
Mstep: Class 16 contains 28840 members 
Mstep: Class 17 contains 51522 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 428 members 
Mstep: Class 21 contains 26483 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29557 members 
Mstep: Class 24 contains 5974 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16073 members 
Mstep: Class 27 contains 283539 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225768.000000 Penalty: 95255.710938
Iteration 167Q: 29 clusters Score -1.222258e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 28757 members 
Mstep: Class 3 contains 46617 members 
Mstep: Class 4 contains 17628 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 74958 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8747 members 
Mstep: Class 10 contains 142903 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52230 members 
Mstep: Class 13 contains 7218 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51361 members 
Mstep: Class 16 contains 28828 members 
Mstep: Class 17 contains 51467 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 26523 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29564 members 
Mstep: Class 24 contains 5974 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16074 members 
Mstep: Class 27 contains 283531 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225728.000000 Penalty: 95255.710938
Iteration 168Q: 29 clusters Score -1.222257e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 28759 members 
Mstep: Class 3 contains 46609 members 
Mstep: Class 4 contains 17623 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 74992 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8749 members 
Mstep: Class 10 contains 142895 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52234 members 
Mstep: Class 13 contains 7213 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51362 members 
Mstep: Class 16 contains 28822 members 
Mstep: Class 17 contains 51416 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 26557 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29571 members 
Mstep: Class 24 contains 5974 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16072 members 
Mstep: Class 27 contains 283533 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225704.000000 Penalty: 95255.710938
Iteration 169Q: 29 clusters Score -1.222257e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 28758 members 
Mstep: Class 3 contains 46602 members 
Mstep: Class 4 contains 17619 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75022 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8751 members 
Mstep: Class 10 contains 142888 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52233 members 
Mstep: Class 13 contains 7211 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51365 members 
Mstep: Class 16 contains 28815 members 
Mstep: Class 17 contains 51370 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 429 members 
Mstep: Class 21 contains 26586 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29577 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16071 members 
Mstep: Class 27 contains 283541 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225736.000000 Penalty: 95255.710938
Iteration 170Q: 29 clusters Score -1.222257e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 28759 members 
Mstep: Class 3 contains 46603 members 
Mstep: Class 4 contains 17613 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75050 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142884 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52232 members 
Mstep: Class 13 contains 7209 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51368 members 
Mstep: Class 16 contains 28805 members 
Mstep: Class 17 contains 51336 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26607 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29579 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16070 members 
Mstep: Class 27 contains 283541 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225712.000000 Penalty: 95255.710938
Iteration 171Q: 29 clusters Score -1.222257e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 28760 members 
Mstep: Class 3 contains 46604 members 
Mstep: Class 4 contains 17609 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75073 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8755 members 
Mstep: Class 10 contains 142884 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52234 members 
Mstep: Class 13 contains 7206 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51369 members 
Mstep: Class 16 contains 28796 members 
Mstep: Class 17 contains 51308 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26627 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29581 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16069 members 
Mstep: Class 27 contains 283536 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225672.000000 Penalty: 95255.710938
Iteration 172Q: 29 clusters Score -1.222257e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 28762 members 
Mstep: Class 3 contains 46604 members 
Mstep: Class 4 contains 17602 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75098 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142888 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52236 members 
Mstep: Class 13 contains 7203 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51374 members 
Mstep: Class 16 contains 28787 members 
Mstep: Class 17 contains 51277 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26632 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29586 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16069 members 
Mstep: Class 27 contains 283537 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225704.000000 Penalty: 95255.710938
Iteration 173Q: 29 clusters Score -1.222257e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 28763 members 
Mstep: Class 3 contains 46602 members 
Mstep: Class 4 contains 17598 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75124 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142889 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52238 members 
Mstep: Class 13 contains 7199 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51375 members 
Mstep: Class 16 contains 28784 members 
Mstep: Class 17 contains 51242 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26640 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29589 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16069 members 
Mstep: Class 27 contains 283545 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225672.000000 Penalty: 95255.710938
Iteration 174Q: 29 clusters Score -1.222257e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 28765 members 
Mstep: Class 3 contains 46604 members 
Mstep: Class 4 contains 17595 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75136 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142886 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52238 members 
Mstep: Class 13 contains 7199 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51375 members 
Mstep: Class 16 contains 28777 members 
Mstep: Class 17 contains 51216 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26656 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29591 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16069 members 
Mstep: Class 27 contains 283552 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225680.000000 Penalty: 95255.710938
Iteration 175Q: 29 clusters Score -1.222257e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 28769 members 
Mstep: Class 3 contains 46605 members 
Mstep: Class 4 contains 17594 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75156 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142880 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52237 members 
Mstep: Class 13 contains 7198 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51375 members 
Mstep: Class 16 contains 28770 members 
Mstep: Class 17 contains 51189 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26673 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29594 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16067 members 
Mstep: Class 27 contains 283553 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225688.000000 Penalty: 95255.710938
Iteration 176Q: 29 clusters Score -1.222257e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 28769 members 
Mstep: Class 3 contains 46603 members 
Mstep: Class 4 contains 17594 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75168 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142879 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52238 members 
Mstep: Class 13 contains 7196 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51377 members 
Mstep: Class 16 contains 28766 members 
Mstep: Class 17 contains 51161 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26692 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29595 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16066 members 
Mstep: Class 27 contains 283556 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225720.000000 Penalty: 95255.710938
Iteration 177Q: 29 clusters Score -1.222257e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 28769 members 
Mstep: Class 3 contains 46599 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75179 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142879 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52239 members 
Mstep: Class 13 contains 7194 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51377 members 
Mstep: Class 16 contains 28763 members 
Mstep: Class 17 contains 51134 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26714 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29596 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16065 members 
Mstep: Class 27 contains 283559 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225696.000000 Penalty: 95255.710938
Iteration 178Q: 29 clusters Score -1.222257e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 28771 members 
Mstep: Class 3 contains 46596 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75191 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142880 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52240 members 
Mstep: Class 13 contains 7189 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51376 members 
Mstep: Class 16 contains 28762 members 
Mstep: Class 17 contains 51104 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26734 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29597 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16062 members 
Mstep: Class 27 contains 283566 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225768.000000 Penalty: 95255.710938
Iteration 179Q: 29 clusters Score -1.222258e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 28771 members 
Mstep: Class 3 contains 46594 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75198 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142877 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52241 members 
Mstep: Class 13 contains 7182 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51377 members 
Mstep: Class 16 contains 28759 members 
Mstep: Class 17 contains 51082 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26755 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29597 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16065 members 
Mstep: Class 27 contains 283572 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225832.000000 Penalty: 95255.710938
Iteration 180F: 29 clusters Score -1.222258e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 28771 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75202 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142873 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52243 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51377 members 
Mstep: Class 16 contains 28758 members 
Mstep: Class 17 contains 51056 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26779 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29597 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16064 members 
Mstep: Class 27 contains 283582 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225768.000000 Penalty: 95255.710938
Iteration 181Q: 29 clusters Score -1.222258e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 28771 members 
Mstep: Class 3 contains 46590 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75200 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142875 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52246 members 
Mstep: Class 13 contains 7174 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51377 members 
Mstep: Class 16 contains 28755 members 
Mstep: Class 17 contains 51030 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26803 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29597 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16065 members 
Mstep: Class 27 contains 283590 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225712.000000 Penalty: 95255.710938
Iteration 182Q: 29 clusters Score -1.222257e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 28773 members 
Mstep: Class 3 contains 46590 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75203 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142870 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52250 members 
Mstep: Class 13 contains 7171 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51377 members 
Mstep: Class 16 contains 28749 members 
Mstep: Class 17 contains 51007 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26823 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29598 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16067 members 
Mstep: Class 27 contains 283596 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225752.000000 Penalty: 95255.710938
Iteration 183Q: 29 clusters Score -1.222258e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 28775 members 
Mstep: Class 3 contains 46592 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75206 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142869 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52252 members 
Mstep: Class 13 contains 7168 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51378 members 
Mstep: Class 16 contains 28744 members 
Mstep: Class 17 contains 50980 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26846 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29598 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16067 members 
Mstep: Class 27 contains 283599 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225720.000000 Penalty: 95255.710938
Iteration 184Q: 29 clusters Score -1.222257e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 28777 members 
Mstep: Class 3 contains 46593 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75214 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142873 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52254 members 
Mstep: Class 13 contains 7166 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51378 members 
Mstep: Class 16 contains 28741 members 
Mstep: Class 17 contains 50940 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26874 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29598 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16065 members 
Mstep: Class 27 contains 283601 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225728.000000 Penalty: 95255.710938
Iteration 185Q: 29 clusters Score -1.222257e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 28778 members 
Mstep: Class 3 contains 46592 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75219 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142870 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52257 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51378 members 
Mstep: Class 16 contains 28739 members 
Mstep: Class 17 contains 50916 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26897 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29598 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283604 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225712.000000 Penalty: 95255.710938
Iteration 186Q: 29 clusters Score -1.222257e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 28779 members 
Mstep: Class 3 contains 46589 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75221 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142870 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51379 members 
Mstep: Class 16 contains 28735 members 
Mstep: Class 17 contains 50897 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26918 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29598 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16064 members 
Mstep: Class 27 contains 283603 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225704.000000 Penalty: 95255.710938
Iteration 187Q: 29 clusters Score -1.222257e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 28781 members 
Mstep: Class 3 contains 46588 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75229 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142870 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51380 members 
Mstep: Class 16 contains 28732 members 
Mstep: Class 17 contains 50871 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26932 members 
Mstep: Class 22 contains 1123 members 
Mstep: Class 23 contains 29598 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16065 members 
Mstep: Class 27 contains 283610 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225752.000000 Penalty: 95255.710938
Iteration 188Q: 29 clusters Score -1.222258e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 28783 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75235 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142865 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51381 members 
Mstep: Class 16 contains 28728 members 
Mstep: Class 17 contains 50846 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26950 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29599 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16064 members 
Mstep: Class 27 contains 283620 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225664.000000 Penalty: 95255.710938
Iteration 189Q: 29 clusters Score -1.222257e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 28783 members 
Mstep: Class 3 contains 46582 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75240 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142858 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51382 members 
Mstep: Class 16 contains 28725 members 
Mstep: Class 17 contains 50825 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26972 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29600 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283626 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225664.000000 Penalty: 95255.710938
Iteration 190Q: 29 clusters Score -1.222257e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 28783 members 
Mstep: Class 3 contains 46581 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75249 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142857 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51383 members 
Mstep: Class 16 contains 28719 members 
Mstep: Class 17 contains 50807 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 26988 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29602 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16062 members 
Mstep: Class 27 contains 283624 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225632.000000 Penalty: 95255.710938
Iteration 191Q: 29 clusters Score -1.222256e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 28783 members 
Mstep: Class 3 contains 46579 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75263 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142859 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 52260 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51384 members 
Mstep: Class 16 contains 28715 members 
Mstep: Class 17 contains 50784 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27000 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29604 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16062 members 
Mstep: Class 27 contains 283622 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225664.000000 Penalty: 95255.710938
Iteration 192Q: 29 clusters Score -1.222257e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 28784 members 
Mstep: Class 3 contains 46578 members 
Mstep: Class 4 contains 17594 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75272 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142854 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51384 members 
Mstep: Class 16 contains 28714 members 
Mstep: Class 17 contains 50771 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27006 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16062 members 
Mstep: Class 27 contains 283625 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225720.000000 Penalty: 95255.710938
Iteration 193Q: 29 clusters Score -1.222257e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 28784 members 
Mstep: Class 3 contains 46577 members 
Mstep: Class 4 contains 17593 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75279 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142851 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51384 members 
Mstep: Class 16 contains 28714 members 
Mstep: Class 17 contains 50758 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27016 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283627 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225760.000000 Penalty: 95255.710938
Iteration 194Q: 29 clusters Score -1.222258e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 28784 members 
Mstep: Class 3 contains 46578 members 
Mstep: Class 4 contains 17592 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75278 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142847 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51384 members 
Mstep: Class 16 contains 28714 members 
Mstep: Class 17 contains 50751 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27023 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16062 members 
Mstep: Class 27 contains 283631 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225768.000000 Penalty: 95255.710938
Iteration 195Q: 29 clusters Score -1.222258e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 28784 members 
Mstep: Class 3 contains 46579 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 75280 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8756 members 
Mstep: Class 10 contains 142846 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51384 members 
Mstep: Class 16 contains 28713 members 
Mstep: Class 17 contains 50748 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27028 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283629 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225760.000000 Penalty: 95255.710938
Iteration 196Q: 29 clusters Score -1.222258e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 28785 members 
Mstep: Class 3 contains 46582 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 75282 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142846 members 
Mstep: Class 11 contains 8073 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51385 members 
Mstep: Class 16 contains 28713 members 
Mstep: Class 17 contains 50734 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27039 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283628 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225808.000000 Penalty: 95255.710938
Iteration 197Q: 29 clusters Score -1.222258e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 28785 members 
Mstep: Class 3 contains 46586 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 75285 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142844 members 
Mstep: Class 11 contains 8071 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51385 members 
Mstep: Class 16 contains 28713 members 
Mstep: Class 17 contains 50723 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27043 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283631 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225800.000000 Penalty: 95255.710938
Iteration 198Q: 29 clusters Score -1.222258e+08 nChanged 21
Entering ConstructFrom: 
Score: -122225800.000000 Penalty: 95255.710938
Entering ConstructFrom: 
Trying to split cluster 1 (14619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Entering Unmasked Estep 
Score: -2037506.500000 Penalty: 2378.339111
	Iteration 0F: 2 clusters Score -2037506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2026808.625000 Penalty: 4756.678223
	Iteration 0F: 3 clusters Score -2026809 nChanged 6350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2030254.000000 Penalty: 4756.678223
	Iteration 1F: 3 clusters Score -2030254 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2030553.750000 Penalty: 4756.678223
	Iteration 2F: 3 clusters Score -2030554 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2030744.875000 Penalty: 4756.678223
	Iteration 3Q: 3 clusters Score -2030745 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2030898.500000 Penalty: 4756.678223
	Iteration 4Q: 3 clusters Score -2030898 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2031009.125000 Penalty: 4756.678223
	Iteration 5Q: 3 clusters Score -2031009 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2031140.250000 Penalty: 4756.678223
	Iteration 6Q: 3 clusters Score -2031140 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -2031273.875000 Penalty: 4756.678223
	Iteration 7Q: 3 clusters Score -2031274 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2031426.375000 Penalty: 4756.678223
	Iteration 8Q: 3 clusters Score -2031426 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2031605.125000 Penalty: 4756.678223
	Iteration 9Q: 3 clusters Score -2031605 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2031796.750000 Penalty: 4756.678223
	Iteration 10Q: 3 clusters Score -2031797 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2032028.750000 Penalty: 4756.678223
	Iteration 11Q: 3 clusters Score -2032029 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -2032287.250000 Penalty: 4756.678223
	Iteration 12Q: 3 clusters Score -2032287 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2032537.625000 Penalty: 4756.678223
	Iteration 13Q: 3 clusters Score -2032538 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -2032793.125000 Penalty: 4756.678223
	Iteration 14Q: 3 clusters Score -2032793 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2033064.625000 Penalty: 4756.678223
	Iteration 15Q: 3 clusters Score -2033065 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2033352.000000 Penalty: 4756.678223
	Iteration 16Q: 3 clusters Score -2033352 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -2033652.750000 Penalty: 4756.678223
	Iteration 17Q: 3 clusters Score -2033653 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2033956.250000 Penalty: 4756.678223
	Iteration 18Q: 3 clusters Score -2033956 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -2034193.125000 Penalty: 4756.678223
	Iteration 19Q: 3 clusters Score -2034193 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2034422.875000 Penalty: 4756.678223
	Iteration 20F: 3 clusters Score -2034423 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2034630.125000 Penalty: 4756.678223
	Iteration 21Q: 3 clusters Score -2034630 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -2034793.125000 Penalty: 4756.678223
	Iteration 22Q: 3 clusters Score -2034793 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2034915.375000 Penalty: 4756.678223
	Iteration 23Q: 3 clusters Score -2034915 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2035025.625000 Penalty: 4756.678223
	Iteration 24Q: 3 clusters Score -2035026 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2035121.125000 Penalty: 4756.678223
	Iteration 25Q: 3 clusters Score -2035121 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2035199.875000 Penalty: 4756.678223
	Iteration 26Q: 3 clusters Score -2035200 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2035259.875000 Penalty: 4756.678223
	Iteration 27Q: 3 clusters Score -2035260 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2035309.125000 Penalty: 4756.678223
	Iteration 28Q: 3 clusters Score -2035309 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2035355.625000 Penalty: 4756.678223
	Iteration 29Q: 3 clusters Score -2035356 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2035392.125000 Penalty: 4756.678223
	Iteration 30Q: 3 clusters Score -2035392 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2035427.125000 Penalty: 4756.678223
	Iteration 31Q: 3 clusters Score -2035427 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2035448.500000 Penalty: 4756.678223
	Iteration 32Q: 3 clusters Score -2035448 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2035484.000000 Penalty: 4756.678223
	Iteration 33Q: 3 clusters Score -2035484 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2035511.000000 Penalty: 4756.678223
	Iteration 34Q: 3 clusters Score -2035511 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2035533.000000 Penalty: 4756.678223
	Iteration 35Q: 3 clusters Score -2035533 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2035552.500000 Penalty: 4756.678223
	Iteration 36Q: 3 clusters Score -2035552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2035571.125000 Penalty: 4756.678223
	Iteration 37Q: 3 clusters Score -2035571 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2035585.000000 Penalty: 4756.678223
	Iteration 38Q: 3 clusters Score -2035585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2035593.250000 Penalty: 4756.678223
	Iteration 39Q: 3 clusters Score -2035593 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2035602.875000 Penalty: 4756.678223
	Iteration 40F: 3 clusters Score -2035603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2035613.875000 Penalty: 4756.678223
	Iteration 41Q: 3 clusters Score -2035614 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2035632.000000 Penalty: 4756.678223
	Iteration 42Q: 3 clusters Score -2035632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2035646.125000 Penalty: 4756.678223
	Iteration 43Q: 3 clusters Score -2035646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2035661.625000 Penalty: 4756.678223
	Iteration 44Q: 3 clusters Score -2035662 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2035677.875000 Penalty: 4756.678223
	Iteration 45Q: 3 clusters Score -2035678 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2035694.500000 Penalty: 4756.678223
	Iteration 46Q: 3 clusters Score -2035694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2035695.000000 Penalty: 4756.678223
	Iteration 47Q: 3 clusters Score -2035695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2035706.500000 Penalty: 4756.678223
	Iteration 48Q: 3 clusters Score -2035706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2035719.500000 Penalty: 4756.678223
	Iteration 49Q: 3 clusters Score -2035720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2035729.375000 Penalty: 4756.678223
	Iteration 50Q: 3 clusters Score -2035729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2035732.625000 Penalty: 4756.678223
	Iteration 51Q: 3 clusters Score -2035733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2035731.750000 Penalty: 4756.678223
	Iteration 52Q: 3 clusters Score -2035732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2035737.625000 Penalty: 4756.678223
	Iteration 53Q: 3 clusters Score -2035738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2035742.375000 Penalty: 4756.678223
	Iteration 54Q: 3 clusters Score -2035742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2035745.500000 Penalty: 4756.678223
	Iteration 55Q: 3 clusters Score -2035746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2035748.125000 Penalty: 4756.678223
	Iteration 56Q: 3 clusters Score -2035748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2035749.125000 Penalty: 4756.678223
	Iteration 57Q: 3 clusters Score -2035749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2035750.000000 Penalty: 4756.678223
	Iteration 58Q: 3 clusters Score -2035750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2035753.500000 Penalty: 4756.678223
	Iteration 59Q: 3 clusters Score -2035754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2035757.375000 Penalty: 4756.678223
	Iteration 60F: 3 clusters Score -2035757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2035757.625000 Penalty: 4756.678223
	Iteration 61Q: 3 clusters Score -2035758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2035757.125000 Penalty: 4756.678223
	Iteration 62Q: 3 clusters Score -2035757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2035756.875000 Penalty: 4756.678223
	Iteration 63Q: 3 clusters Score -2035757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2035754.750000 Penalty: 4756.678223
	Iteration 64Q: 3 clusters Score -2035755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2035754.750000 Penalty: 4756.678223
	Iteration 65F: 3 clusters Score -2035755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Entering Unmasked Estep 
Score: -3888051.500000 Penalty: 2546.367188
	Iteration 0F: 2 clusters Score -3888052 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3868365.750000 Penalty: 5092.734375
	Iteration 0F: 3 clusters Score -3868366 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -3875361.500000 Penalty: 5092.734375
	Iteration 1F: 3 clusters Score -3875362 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -3875829.750000 Penalty: 5092.734375
	Iteration 2Q: 3 clusters Score -3875830 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3876205.500000 Penalty: 5092.734375
	Iteration 3Q: 3 clusters Score -3876206 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -3876621.750000 Penalty: 5092.734375
	Iteration 4Q: 3 clusters Score -3876622 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3877123.250000 Penalty: 5092.734375
	Iteration 5Q: 3 clusters Score -3877123 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -3877742.500000 Penalty: 5092.734375
	Iteration 6Q: 3 clusters Score -3877742 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3878625.250000 Penalty: 5092.734375
	Iteration 7F: 3 clusters Score -3878625 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3879702.000000 Penalty: 5092.734375
	Iteration 8F: 3 clusters Score -3879702 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3880953.750000 Penalty: 5092.734375
	Iteration 9F: 3 clusters Score -3880954 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3882212.250000 Penalty: 5092.734375
	Iteration 10F: 3 clusters Score -3882212 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3883330.000000 Penalty: 5092.734375
	Iteration 11Q: 3 clusters Score -3883330 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3884190.000000 Penalty: 5092.734375
	Iteration 12Q: 3 clusters Score -3884190 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 26734 members 
Entering Unmasked Estep 
Score: -3884754.750000 Penalty: 5092.734375
	Iteration 13Q: 3 clusters Score -3884755 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3885145.750000 Penalty: 5092.734375
	Iteration 14Q: 3 clusters Score -3885146 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -3885423.000000 Penalty: 5092.734375
	Iteration 15Q: 3 clusters Score -3885423 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3885597.500000 Penalty: 5092.734375
	Iteration 16Q: 3 clusters Score -3885598 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -3885723.000000 Penalty: 5092.734375
	Iteration 17Q: 3 clusters Score -3885723 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -3885771.250000 Penalty: 5092.734375
	Iteration 18Q: 3 clusters Score -3885771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3885815.750000 Penalty: 5092.734375
	Iteration 19Q: 3 clusters Score -3885816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -3885830.750000 Penalty: 5092.734375
	Iteration 20F: 3 clusters Score -3885831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -3885851.250000 Penalty: 5092.734375
	Iteration 21Q: 3 clusters Score -3885851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -3885860.750000 Penalty: 5092.734375
	Iteration 22Q: 3 clusters Score -3885861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -3885875.500000 Penalty: 5092.734375
	Iteration 23Q: 3 clusters Score -3885876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3885887.750000 Penalty: 5092.734375
	Iteration 24Q: 3 clusters Score -3885888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -3885889.750000 Penalty: 5092.734375
	Iteration 25Q: 3 clusters Score -3885890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -3885895.000000 Penalty: 5092.734375
	Iteration 26Q: 3 clusters Score -3885895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -3885905.500000 Penalty: 5092.734375
	Iteration 27Q: 3 clusters Score -3885906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -3885916.750000 Penalty: 5092.734375
	Iteration 28Q: 3 clusters Score -3885917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3885919.000000 Penalty: 5092.734375
	Iteration 29Q: 3 clusters Score -3885919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3885922.750000 Penalty: 5092.734375
	Iteration 30Q: 3 clusters Score -3885923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3885920.750000 Penalty: 5092.734375
	Iteration 31Q: 3 clusters Score -3885921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -3885919.250000 Penalty: 5092.734375
	Iteration 32Q: 3 clusters Score -3885919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -3885923.250000 Penalty: 5092.734375
	Iteration 33Q: 3 clusters Score -3885923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -3885924.000000 Penalty: 5092.734375
	Iteration 34Q: 3 clusters Score -3885924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3885931.500000 Penalty: 5092.734375
	Iteration 35Q: 3 clusters Score -3885932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3885937.250000 Penalty: 5092.734375
	Iteration 36Q: 3 clusters Score -3885937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3885936.750000 Penalty: 5092.734375
	Iteration 37Q: 3 clusters Score -3885937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3885934.750000 Penalty: 5092.734375
	Iteration 38Q: 3 clusters Score -3885935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3885934.250000 Penalty: 5092.734375
	Iteration 39Q: 3 clusters Score -3885934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3885934.250000 Penalty: 5092.734375
	Iteration 40F: 3 clusters Score -3885934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Entering Unmasked Estep 
Score: -6403520.500000 Penalty: 2665.770996
	Iteration 0F: 2 clusters Score -6403520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -6372012.000000 Penalty: 5331.541992
	Iteration 0F: 3 clusters Score -6372012 nChanged 21420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -6383982.000000 Penalty: 5331.541992
	Iteration 1F: 3 clusters Score -6383982 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -6384478.500000 Penalty: 5331.541992
	Iteration 2Q: 3 clusters Score -6384478 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -6384961.000000 Penalty: 5331.541992
	Iteration 3Q: 3 clusters Score -6384961 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -6385426.500000 Penalty: 5331.541992
	Iteration 4Q: 3 clusters Score -6385426 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -6385876.500000 Penalty: 5331.541992
	Iteration 5Q: 3 clusters Score -6385876 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -6386387.000000 Penalty: 5331.541992
	Iteration 6Q: 3 clusters Score -6386387 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 27377 members 
Entering Unmasked Estep 
Score: -6387067.000000 Penalty: 5331.541992
	Iteration 7Q: 3 clusters Score -6387067 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 28878 members 
Entering Unmasked Estep 
Score: -6388044.000000 Penalty: 5331.541992
	Iteration 8Q: 3 clusters Score -6388044 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -6389484.500000 Penalty: 5331.541992
	Iteration 9Q: 3 clusters Score -6389484 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -6391286.000000 Penalty: 5331.541992
	Iteration 10F: 3 clusters Score -6391286 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -6393330.000000 Penalty: 5331.541992
	Iteration 11F: 3 clusters Score -6393330 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -6395324.000000 Penalty: 5331.541992
	Iteration 12F: 3 clusters Score -6395324 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -6397041.000000 Penalty: 5331.541992
	Iteration 13Q: 3 clusters Score -6397041 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -6398461.000000 Penalty: 5331.541992
	Iteration 14Q: 3 clusters Score -6398461 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -6399442.000000 Penalty: 5331.541992
	Iteration 15Q: 3 clusters Score -6399442 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -6400095.000000 Penalty: 5331.541992
	Iteration 16Q: 3 clusters Score -6400095 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -6400511.000000 Penalty: 5331.541992
	Iteration 17Q: 3 clusters Score -6400511 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -6400781.500000 Penalty: 5331.541992
	Iteration 18Q: 3 clusters Score -6400782 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -6400970.500000 Penalty: 5331.541992
	Iteration 19Q: 3 clusters Score -6400970 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -6401111.500000 Penalty: 5331.541992
	Iteration 20F: 3 clusters Score -6401112 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -6401216.500000 Penalty: 5331.541992
	Iteration 21Q: 3 clusters Score -6401216 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -6401303.500000 Penalty: 5331.541992
	Iteration 22Q: 3 clusters Score -6401304 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -6401366.500000 Penalty: 5331.541992
	Iteration 23Q: 3 clusters Score -6401366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -6401428.000000 Penalty: 5331.541992
	Iteration 24Q: 3 clusters Score -6401428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -6401466.000000 Penalty: 5331.541992
	Iteration 25Q: 3 clusters Score -6401466 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -6401500.000000 Penalty: 5331.541992
	Iteration 26Q: 3 clusters Score -6401500 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -6401528.500000 Penalty: 5331.541992
	Iteration 27Q: 3 clusters Score -6401528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -6401544.500000 Penalty: 5331.541992
	Iteration 28Q: 3 clusters Score -6401544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -6401547.000000 Penalty: 5331.541992
	Iteration 29Q: 3 clusters Score -6401547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -6401564.000000 Penalty: 5331.541992
	Iteration 30Q: 3 clusters Score -6401564 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -6401572.500000 Penalty: 5331.541992
	Iteration 31Q: 3 clusters Score -6401572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 45789 members 
Entering Unmasked Estep 
Score: -6401589.500000 Penalty: 5331.541992
	Iteration 32Q: 3 clusters Score -6401590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -6401602.000000 Penalty: 5331.541992
	Iteration 33Q: 3 clusters Score -6401602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -6401613.000000 Penalty: 5331.541992
	Iteration 34Q: 3 clusters Score -6401613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -6401619.000000 Penalty: 5331.541992
	Iteration 35Q: 3 clusters Score -6401619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -6401630.000000 Penalty: 5331.541992
	Iteration 36Q: 3 clusters Score -6401630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 45811 members 
Entering Unmasked Estep 
Score: -6401635.000000 Penalty: 5331.541992
	Iteration 37Q: 3 clusters Score -6401635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -6401642.000000 Penalty: 5331.541992
	Iteration 38Q: 3 clusters Score -6401642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -6401645.500000 Penalty: 5331.541992
	Iteration 39Q: 3 clusters Score -6401646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -6401648.000000 Penalty: 5331.541992
	Iteration 40F: 3 clusters Score -6401648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -6401652.500000 Penalty: 5331.541992
	Iteration 41Q: 3 clusters Score -6401652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -6401647.000000 Penalty: 5331.541992
	Iteration 42Q: 3 clusters Score -6401647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -6401655.500000 Penalty: 5331.541992
	Iteration 43Q: 3 clusters Score -6401656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -6401660.000000 Penalty: 5331.541992
	Iteration 44Q: 3 clusters Score -6401660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -6401664.500000 Penalty: 5331.541992
	Iteration 45Q: 3 clusters Score -6401664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -6401667.500000 Penalty: 5331.541992
	Iteration 46Q: 3 clusters Score -6401668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -6401673.500000 Penalty: 5331.541992
	Iteration 47Q: 3 clusters Score -6401674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -6401673.000000 Penalty: 5331.541992
	Iteration 48Q: 3 clusters Score -6401673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -6401674.000000 Penalty: 5331.541992
	Iteration 49Q: 3 clusters Score -6401674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -6401679.500000 Penalty: 5331.541992
	Iteration 50Q: 3 clusters Score -6401680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -6401680.500000 Penalty: 5331.541992
	Iteration 51Q: 3 clusters Score -6401680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -6401679.000000 Penalty: 5331.541992
	Iteration 52Q: 3 clusters Score -6401679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -6401679.000000 Penalty: 5331.541992
	Iteration 53F: 3 clusters Score -6401679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Entering Unmasked Estep 
Score: -2399291.000000 Penalty: 2424.221191
	Iteration 0F: 2 clusters Score -2399291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -2386704.750000 Penalty: 4848.442383
	Iteration 0F: 3 clusters Score -2386705 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2390689.250000 Penalty: 4848.442383
	Iteration 1F: 3 clusters Score -2390689 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -2391116.000000 Penalty: 4848.442383
	Iteration 2F: 3 clusters Score -2391116 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2391420.750000 Penalty: 4848.442383
	Iteration 3Q: 3 clusters Score -2391421 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2391657.000000 Penalty: 4848.442383
	Iteration 4Q: 3 clusters Score -2391657 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -2391883.750000 Penalty: 4848.442383
	Iteration 5Q: 3 clusters Score -2391884 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2392115.250000 Penalty: 4848.442383
	Iteration 6Q: 3 clusters Score -2392115 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -2392361.000000 Penalty: 4848.442383
	Iteration 7Q: 3 clusters Score -2392361 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2392663.000000 Penalty: 4848.442383
	Iteration 8Q: 3 clusters Score -2392663 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2393059.750000 Penalty: 4848.442383
	Iteration 9Q: 3 clusters Score -2393060 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2393576.500000 Penalty: 4848.442383
	Iteration 10Q: 3 clusters Score -2393576 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2394168.000000 Penalty: 4848.442383
	Iteration 11F: 3 clusters Score -2394168 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -2394814.500000 Penalty: 4848.442383
	Iteration 12Q: 3 clusters Score -2394814 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2395446.000000 Penalty: 4848.442383
	Iteration 13Q: 3 clusters Score -2395446 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2395985.750000 Penalty: 4848.442383
	Iteration 14Q: 3 clusters Score -2395986 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2396455.500000 Penalty: 4848.442383
	Iteration 15Q: 3 clusters Score -2396456 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2396711.000000 Penalty: 4848.442383
	Iteration 16Q: 3 clusters Score -2396711 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2396876.250000 Penalty: 4848.442383
	Iteration 17Q: 3 clusters Score -2396876 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2396979.750000 Penalty: 4848.442383
	Iteration 18Q: 3 clusters Score -2396980 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2397045.250000 Penalty: 4848.442383
	Iteration 19Q: 3 clusters Score -2397045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2397085.000000 Penalty: 4848.442383
	Iteration 20F: 3 clusters Score -2397085 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2397126.250000 Penalty: 4848.442383
	Iteration 21Q: 3 clusters Score -2397126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2397148.750000 Penalty: 4848.442383
	Iteration 22Q: 3 clusters Score -2397149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2397171.750000 Penalty: 4848.442383
	Iteration 23Q: 3 clusters Score -2397172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2397187.500000 Penalty: 4848.442383
	Iteration 24Q: 3 clusters Score -2397188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2397203.000000 Penalty: 4848.442383
	Iteration 25Q: 3 clusters Score -2397203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2397204.750000 Penalty: 4848.442383
	Iteration 26Q: 3 clusters Score -2397205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2397217.000000 Penalty: 4848.442383
	Iteration 27Q: 3 clusters Score -2397217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2397226.000000 Penalty: 4848.442383
	Iteration 28Q: 3 clusters Score -2397226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2397229.750000 Penalty: 4848.442383
	Iteration 29Q: 3 clusters Score -2397230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2397233.750000 Penalty: 4848.442383
	Iteration 30Q: 3 clusters Score -2397234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2397233.750000 Penalty: 4848.442383
	Iteration 31Q: 3 clusters Score -2397234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2397240.000000 Penalty: 4848.442383
	Iteration 32Q: 3 clusters Score -2397240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2397245.750000 Penalty: 4848.442383
	Iteration 33Q: 3 clusters Score -2397246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2397246.750000 Penalty: 4848.442383
	Iteration 34Q: 3 clusters Score -2397247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2397248.500000 Penalty: 4848.442383
	Iteration 35Q: 3 clusters Score -2397248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2397249.750000 Penalty: 4848.442383
	Iteration 36Q: 3 clusters Score -2397250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2397249.500000 Penalty: 4848.442383
	Iteration 37Q: 3 clusters Score -2397250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2397249.500000 Penalty: 4848.442383
	Iteration 38F: 3 clusters Score -2397250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -60401.714844 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -60401.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -58922.546875 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -58922.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59105.652344 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -59105.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -59177.460938 Penalty: 3044.312744
	Iteration 2Q: 3 clusters Score -59177.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -59211.628906 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -59211.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -59236.019531 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -59236.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59243.027344 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -59243.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -59243.027344 Penalty: 3044.312744
	Iteration 6F: 3 clusters Score -59243.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Entering Unmasked Estep 
Score: -595536.750000 Penalty: 2055.867920
	Iteration 0F: 2 clusters Score -595536.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -591637.250000 Penalty: 4111.735840
	Iteration 0F: 3 clusters Score -591637.2 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -592453.437500 Penalty: 4111.735840
	Iteration 1F: 3 clusters Score -592453.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -592616.500000 Penalty: 4111.735840
	Iteration 2F: 3 clusters Score -592616.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -592707.562500 Penalty: 4111.735840
	Iteration 3Q: 3 clusters Score -592707.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -592754.187500 Penalty: 4111.735840
	Iteration 4Q: 3 clusters Score -592754.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -592793.187500 Penalty: 4111.735840
	Iteration 5Q: 3 clusters Score -592793.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -592822.625000 Penalty: 4111.735840
	Iteration 6Q: 3 clusters Score -592822.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -592846.312500 Penalty: 4111.735840
	Iteration 7Q: 3 clusters Score -592846.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -592868.125000 Penalty: 4111.735840
	Iteration 8Q: 3 clusters Score -592868.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -592889.812500 Penalty: 4111.735840
	Iteration 9Q: 3 clusters Score -592889.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -592908.000000 Penalty: 4111.735840
	Iteration 10Q: 3 clusters Score -592908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -592920.125000 Penalty: 4111.735840
	Iteration 11Q: 3 clusters Score -592920.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -592931.500000 Penalty: 4111.735840
	Iteration 12Q: 3 clusters Score -592931.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -592943.375000 Penalty: 4111.735840
	Iteration 13Q: 3 clusters Score -592943.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -592956.250000 Penalty: 4111.735840
	Iteration 14Q: 3 clusters Score -592956.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -592964.437500 Penalty: 4111.735840
	Iteration 15Q: 3 clusters Score -592964.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -592972.875000 Penalty: 4111.735840
	Iteration 16Q: 3 clusters Score -592972.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -592982.250000 Penalty: 4111.735840
	Iteration 17Q: 3 clusters Score -592982.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -592994.625000 Penalty: 4111.735840
	Iteration 18Q: 3 clusters Score -592994.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -593005.875000 Penalty: 4111.735840
	Iteration 19Q: 3 clusters Score -593005.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -593013.875000 Penalty: 4111.735840
	Iteration 20F: 3 clusters Score -593013.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -593022.312500 Penalty: 4111.735840
	Iteration 21Q: 3 clusters Score -593022.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -593028.625000 Penalty: 4111.735840
	Iteration 22Q: 3 clusters Score -593028.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -593035.500000 Penalty: 4111.735840
	Iteration 23Q: 3 clusters Score -593035.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -593042.812500 Penalty: 4111.735840
	Iteration 24Q: 3 clusters Score -593042.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -593048.687500 Penalty: 4111.735840
	Iteration 25Q: 3 clusters Score -593048.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -593054.625000 Penalty: 4111.735840
	Iteration 26Q: 3 clusters Score -593054.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -593065.312500 Penalty: 4111.735840
	Iteration 27Q: 3 clusters Score -593065.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -593075.750000 Penalty: 4111.735840
	Iteration 28Q: 3 clusters Score -593075.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -593081.937500 Penalty: 4111.735840
	Iteration 29Q: 3 clusters Score -593081.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -593087.312500 Penalty: 4111.735840
	Iteration 30Q: 3 clusters Score -593087.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -593094.312500 Penalty: 4111.735840
	Iteration 31Q: 3 clusters Score -593094.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -593099.187500 Penalty: 4111.735840
	Iteration 32Q: 3 clusters Score -593099.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -593103.125000 Penalty: 4111.735840
	Iteration 33Q: 3 clusters Score -593103.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -593107.625000 Penalty: 4111.735840
	Iteration 34Q: 3 clusters Score -593107.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -593110.312500 Penalty: 4111.735840
	Iteration 35Q: 3 clusters Score -593110.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -593114.062500 Penalty: 4111.735840
	Iteration 36Q: 3 clusters Score -593114.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -593119.437500 Penalty: 4111.735840
	Iteration 37Q: 3 clusters Score -593119.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -593123.312500 Penalty: 4111.735840
	Iteration 38Q: 3 clusters Score -593123.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -593129.687500 Penalty: 4111.735840
	Iteration 39Q: 3 clusters Score -593129.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -593137.312500 Penalty: 4111.735840
	Iteration 40F: 3 clusters Score -593137.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -593144.937500 Penalty: 4111.735840
	Iteration 41Q: 3 clusters Score -593144.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -593153.875000 Penalty: 4111.735840
	Iteration 42Q: 3 clusters Score -593153.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -593162.875000 Penalty: 4111.735840
	Iteration 43Q: 3 clusters Score -593162.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -593173.812500 Penalty: 4111.735840
	Iteration 44Q: 3 clusters Score -593173.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -593183.937500 Penalty: 4111.735840
	Iteration 45Q: 3 clusters Score -593183.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -593191.750000 Penalty: 4111.735840
	Iteration 46Q: 3 clusters Score -593191.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -593200.000000 Penalty: 4111.735840
	Iteration 47Q: 3 clusters Score -593200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -593208.937500 Penalty: 4111.735840
	Iteration 48Q: 3 clusters Score -593208.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -593216.562500 Penalty: 4111.735840
	Iteration 49Q: 3 clusters Score -593216.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -593223.000000 Penalty: 4111.735840
	Iteration 50Q: 3 clusters Score -593223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -593227.625000 Penalty: 4111.735840
	Iteration 51Q: 3 clusters Score -593227.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -593234.500000 Penalty: 4111.735840
	Iteration 52Q: 3 clusters Score -593234.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -593238.687500 Penalty: 4111.735840
	Iteration 53Q: 3 clusters Score -593238.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -593243.500000 Penalty: 4111.735840
	Iteration 54Q: 3 clusters Score -593243.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -593245.937500 Penalty: 4111.735840
	Iteration 55Q: 3 clusters Score -593245.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -593250.125000 Penalty: 4111.735840
	Iteration 56Q: 3 clusters Score -593250.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -593252.312500 Penalty: 4111.735840
	Iteration 57Q: 3 clusters Score -593252.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -593253.125000 Penalty: 4111.735840
	Iteration 58Q: 3 clusters Score -593253.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -593255.812500 Penalty: 4111.735840
	Iteration 59Q: 3 clusters Score -593255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -593256.062500 Penalty: 4111.735840
	Iteration 60F: 3 clusters Score -593256.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -593260.437500 Penalty: 4111.735840
	Iteration 61Q: 3 clusters Score -593260.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -593265.062500 Penalty: 4111.735840
	Iteration 62Q: 3 clusters Score -593265.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -593270.250000 Penalty: 4111.735840
	Iteration 63Q: 3 clusters Score -593270.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -593275.062500 Penalty: 4111.735840
	Iteration 64Q: 3 clusters Score -593275.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -593280.812500 Penalty: 4111.735840
	Iteration 65Q: 3 clusters Score -593280.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -593286.562500 Penalty: 4111.735840
	Iteration 66Q: 3 clusters Score -593286.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -593292.562500 Penalty: 4111.735840
	Iteration 67Q: 3 clusters Score -593292.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -593298.437500 Penalty: 4111.735840
	Iteration 68Q: 3 clusters Score -593298.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -593302.062500 Penalty: 4111.735840
	Iteration 69Q: 3 clusters Score -593302.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -593308.500000 Penalty: 4111.735840
	Iteration 70Q: 3 clusters Score -593308.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -593318.187500 Penalty: 4111.735840
	Iteration 71Q: 3 clusters Score -593318.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -593326.562500 Penalty: 4111.735840
	Iteration 72Q: 3 clusters Score -593326.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -593335.187500 Penalty: 4111.735840
	Iteration 73Q: 3 clusters Score -593335.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -593344.812500 Penalty: 4111.735840
	Iteration 74Q: 3 clusters Score -593344.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -593353.125000 Penalty: 4111.735840
	Iteration 75Q: 3 clusters Score -593353.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -593358.812500 Penalty: 4111.735840
	Iteration 76Q: 3 clusters Score -593358.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -593367.625000 Penalty: 4111.735840
	Iteration 77Q: 3 clusters Score -593367.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -593379.687500 Penalty: 4111.735840
	Iteration 78Q: 3 clusters Score -593379.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -593391.562500 Penalty: 4111.735840
	Iteration 79Q: 3 clusters Score -593391.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -593405.562500 Penalty: 4111.735840
	Iteration 80F: 3 clusters Score -593405.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -593410.687500 Penalty: 4111.735840
	Iteration 81Q: 3 clusters Score -593410.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -593415.500000 Penalty: 4111.735840
	Iteration 82Q: 3 clusters Score -593415.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -593420.375000 Penalty: 4111.735840
	Iteration 83Q: 3 clusters Score -593420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -593425.437500 Penalty: 4111.735840
	Iteration 84Q: 3 clusters Score -593425.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -593431.312500 Penalty: 4111.735840
	Iteration 85Q: 3 clusters Score -593431.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -593434.187500 Penalty: 4111.735840
	Iteration 86Q: 3 clusters Score -593434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -593438.312500 Penalty: 4111.735840
	Iteration 87Q: 3 clusters Score -593438.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -593445.187500 Penalty: 4111.735840
	Iteration 88Q: 3 clusters Score -593445.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -593450.625000 Penalty: 4111.735840
	Iteration 89Q: 3 clusters Score -593450.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -593457.562500 Penalty: 4111.735840
	Iteration 90Q: 3 clusters Score -593457.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -593464.937500 Penalty: 4111.735840
	Iteration 91Q: 3 clusters Score -593464.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -593472.187500 Penalty: 4111.735840
	Iteration 92Q: 3 clusters Score -593472.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -593477.375000 Penalty: 4111.735840
	Iteration 93Q: 3 clusters Score -593477.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -593481.625000 Penalty: 4111.735840
	Iteration 94Q: 3 clusters Score -593481.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -593486.937500 Penalty: 4111.735840
	Iteration 95Q: 3 clusters Score -593486.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -593494.000000 Penalty: 4111.735840
	Iteration 96Q: 3 clusters Score -593494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -593499.687500 Penalty: 4111.735840
	Iteration 97Q: 3 clusters Score -593499.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -593505.750000 Penalty: 4111.735840
	Iteration 98Q: 3 clusters Score -593505.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -593515.312500 Penalty: 4111.735840
	Iteration 99Q: 3 clusters Score -593515.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -593524.875000 Penalty: 4111.735840
	Iteration 100F: 3 clusters Score -593524.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -593532.000000 Penalty: 4111.735840
	Iteration 101Q: 3 clusters Score -593532 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -593538.750000 Penalty: 4111.735840
	Iteration 102Q: 3 clusters Score -593538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -593541.500000 Penalty: 4111.735840
	Iteration 103Q: 3 clusters Score -593541.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -593545.000000 Penalty: 4111.735840
	Iteration 104Q: 3 clusters Score -593545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -593547.875000 Penalty: 4111.735840
	Iteration 105Q: 3 clusters Score -593547.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -593548.687500 Penalty: 4111.735840
	Iteration 106Q: 3 clusters Score -593548.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -593550.187500 Penalty: 4111.735840
	Iteration 107Q: 3 clusters Score -593550.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -593552.562500 Penalty: 4111.735840
	Iteration 108Q: 3 clusters Score -593552.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -593554.875000 Penalty: 4111.735840
	Iteration 109Q: 3 clusters Score -593554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -593558.375000 Penalty: 4111.735840
	Iteration 110Q: 3 clusters Score -593558.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -593561.812500 Penalty: 4111.735840
	Iteration 111Q: 3 clusters Score -593561.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -593563.437500 Penalty: 4111.735840
	Iteration 112Q: 3 clusters Score -593563.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -593563.437500 Penalty: 4111.735840
	Iteration 113F: 3 clusters Score -593563.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (75287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75287 members 
Entering Unmasked Estep 
Score: -10453222.000000 Penalty: 2784.807617
	Iteration 0F: 2 clusters Score -1.045322e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -10402990.000000 Penalty: 5569.615234
	Iteration 0F: 3 clusters Score -1.040299e+07 nChanged 35092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -10422985.000000 Penalty: 5569.615234
	Iteration 1F: 3 clusters Score -1.042298e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -10423867.000000 Penalty: 5569.615234
	Iteration 2Q: 3 clusters Score -1.042387e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -10425128.000000 Penalty: 5569.615234
	Iteration 3Q: 3 clusters Score -1.042513e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -10426784.000000 Penalty: 5569.615234
	Iteration 4Q: 3 clusters Score -1.042678e+07 nChanged 4248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -10429009.000000 Penalty: 5569.615234
	Iteration 5F: 3 clusters Score -1.042901e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -10431901.000000 Penalty: 5569.615234
	Iteration 6F: 3 clusters Score -1.04319e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -10435351.000000 Penalty: 5569.615234
	Iteration 7F: 3 clusters Score -1.043535e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59339 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -10439097.000000 Penalty: 5569.615234
	Iteration 8F: 3 clusters Score -1.04391e+07 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63389 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -10442510.000000 Penalty: 5569.615234
	Iteration 9F: 3 clusters Score -1.044251e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -10445501.000000 Penalty: 5569.615234
	Iteration 10Q: 3 clusters Score -1.04455e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -10447630.000000 Penalty: 5569.615234
	Iteration 11Q: 3 clusters Score -1.044763e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -10448868.000000 Penalty: 5569.615234
	Iteration 12Q: 3 clusters Score -1.044887e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71250 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -10449525.000000 Penalty: 5569.615234
	Iteration 13Q: 3 clusters Score -1.044952e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71849 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -10449941.000000 Penalty: 5569.615234
	Iteration 14Q: 3 clusters Score -1.044994e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72290 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -10450194.000000 Penalty: 5569.615234
	Iteration 15Q: 3 clusters Score -1.045019e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -10450379.000000 Penalty: 5569.615234
	Iteration 16Q: 3 clusters Score -1.045038e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72903 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -10450527.000000 Penalty: 5569.615234
	Iteration 17Q: 3 clusters Score -1.045053e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -10450626.000000 Penalty: 5569.615234
	Iteration 18Q: 3 clusters Score -1.045063e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73271 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -10450698.000000 Penalty: 5569.615234
	Iteration 19Q: 3 clusters Score -1.04507e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -10450748.000000 Penalty: 5569.615234
	Iteration 20F: 3 clusters Score -1.045075e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73510 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10450795.000000 Penalty: 5569.615234
	Iteration 21Q: 3 clusters Score -1.04508e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73605 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -10450837.000000 Penalty: 5569.615234
	Iteration 22Q: 3 clusters Score -1.045084e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -10450870.000000 Penalty: 5569.615234
	Iteration 23Q: 3 clusters Score -1.045087e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73750 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -10450852.000000 Penalty: 5569.615234
	Iteration 24Q: 3 clusters Score -1.045085e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73792 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -10450871.000000 Penalty: 5569.615234
	Iteration 25Q: 3 clusters Score -1.045087e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73827 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -10450881.000000 Penalty: 5569.615234
	Iteration 26Q: 3 clusters Score -1.045088e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73853 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -10450883.000000 Penalty: 5569.615234
	Iteration 27Q: 3 clusters Score -1.045088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -10450903.000000 Penalty: 5569.615234
	Iteration 28Q: 3 clusters Score -1.04509e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -10450916.000000 Penalty: 5569.615234
	Iteration 29Q: 3 clusters Score -1.045092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -10450926.000000 Penalty: 5569.615234
	Iteration 30Q: 3 clusters Score -1.045093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73938 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10450938.000000 Penalty: 5569.615234
	Iteration 31Q: 3 clusters Score -1.045094e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73951 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -10450941.000000 Penalty: 5569.615234
	Iteration 32Q: 3 clusters Score -1.045094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -10450950.000000 Penalty: 5569.615234
	Iteration 33Q: 3 clusters Score -1.045095e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73977 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -10450953.000000 Penalty: 5569.615234
	Iteration 34Q: 3 clusters Score -1.045095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73993 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -10450964.000000 Penalty: 5569.615234
	Iteration 35Q: 3 clusters Score -1.045096e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74010 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -10450956.000000 Penalty: 5569.615234
	Iteration 36Q: 3 clusters Score -1.045096e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74022 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -10450960.000000 Penalty: 5569.615234
	Iteration 37Q: 3 clusters Score -1.045096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74031 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10450960.000000 Penalty: 5569.615234
	Iteration 38Q: 3 clusters Score -1.045096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74038 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -10450963.000000 Penalty: 5569.615234
	Iteration 39Q: 3 clusters Score -1.045096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74051 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -10450964.000000 Penalty: 5569.615234
	Iteration 40F: 3 clusters Score -1.045096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74065 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -10450962.000000 Penalty: 5569.615234
	Iteration 41Q: 3 clusters Score -1.045096e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74079 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -10450977.000000 Penalty: 5569.615234
	Iteration 42Q: 3 clusters Score -1.045098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74096 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -10450975.000000 Penalty: 5569.615234
	Iteration 43Q: 3 clusters Score -1.045098e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74109 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10450984.000000 Penalty: 5569.615234
	Iteration 44Q: 3 clusters Score -1.045098e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74125 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10450993.000000 Penalty: 5569.615234
	Iteration 45Q: 3 clusters Score -1.045099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74139 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -10450988.000000 Penalty: 5569.615234
	Iteration 46Q: 3 clusters Score -1.045099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74149 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10450998.000000 Penalty: 5569.615234
	Iteration 47Q: 3 clusters Score -1.0451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74165 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -10451004.000000 Penalty: 5569.615234
	Iteration 48Q: 3 clusters Score -1.0451e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74183 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10451029.000000 Penalty: 5569.615234
	Iteration 49Q: 3 clusters Score -1.045103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74192 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10451036.000000 Penalty: 5569.615234
	Iteration 50Q: 3 clusters Score -1.045104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74195 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -10451035.000000 Penalty: 5569.615234
	Iteration 51Q: 3 clusters Score -1.045104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74203 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -10451035.000000 Penalty: 5569.615234
	Iteration 52Q: 3 clusters Score -1.045104e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -10451034.000000 Penalty: 5569.615234
	Iteration 53Q: 3 clusters Score -1.045103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74223 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -10451038.000000 Penalty: 5569.615234
	Iteration 54Q: 3 clusters Score -1.045104e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74228 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -10451039.000000 Penalty: 5569.615234
	Iteration 55Q: 3 clusters Score -1.045104e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -10451038.000000 Penalty: 5569.615234
	Iteration 56Q: 3 clusters Score -1.045104e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74234 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10451046.000000 Penalty: 5569.615234
	Iteration 57Q: 3 clusters Score -1.045105e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10451055.000000 Penalty: 5569.615234
	Iteration 58Q: 3 clusters Score -1.045106e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74253 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -10451052.000000 Penalty: 5569.615234
	Iteration 59Q: 3 clusters Score -1.045105e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74267 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10451054.000000 Penalty: 5569.615234
	Iteration 60F: 3 clusters Score -1.045105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10451065.000000 Penalty: 5569.615234
	Iteration 61Q: 3 clusters Score -1.045106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74294 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -10451073.000000 Penalty: 5569.615234
	Iteration 62Q: 3 clusters Score -1.045107e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74306 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10451079.000000 Penalty: 5569.615234
	Iteration 63Q: 3 clusters Score -1.045108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74316 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -10451077.000000 Penalty: 5569.615234
	Iteration 64Q: 3 clusters Score -1.045108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10451087.000000 Penalty: 5569.615234
	Iteration 65Q: 3 clusters Score -1.045109e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10451096.000000 Penalty: 5569.615234
	Iteration 66Q: 3 clusters Score -1.04511e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74332 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -10451088.000000 Penalty: 5569.615234
	Iteration 67Q: 3 clusters Score -1.045109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10451090.000000 Penalty: 5569.615234
	Iteration 68Q: 3 clusters Score -1.045109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -10451090.000000 Penalty: 5569.615234
	Iteration 69F: 3 clusters Score -1.045109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -62117.910156 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -62117.91 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 242 members 
Entering Unmasked Estep 
Score: -60701.761719 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -60701.76 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -60854.433594 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -60854.43 nChanged 18
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: -60901.679688 Penalty: 3050.698975
	Iteration 2Q: 3 clusters Score -60901.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60916.722656 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -60916.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60930.371094 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -60930.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -60934.656250 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -60934.66 nChanged 1
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: -60935.980469 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -60935.98 nChanged 0
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: -60935.980469 Penalty: 3050.698975
	Iteration 7F: 3 clusters Score -60935.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Entering Unmasked Estep 
Score: -1186148.000000 Penalty: 2251.161865
	Iteration 0F: 2 clusters Score -1186148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1179290.500000 Penalty: 4502.323730
	Iteration 0F: 3 clusters Score -1179290 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1181219.000000 Penalty: 4502.323730
	Iteration 1F: 3 clusters Score -1181219 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1181492.375000 Penalty: 4502.323730
	Iteration 2F: 3 clusters Score -1181492 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1181667.125000 Penalty: 4502.323730
	Iteration 3Q: 3 clusters Score -1181667 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1181783.250000 Penalty: 4502.323730
	Iteration 4Q: 3 clusters Score -1181783 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1181875.000000 Penalty: 4502.323730
	Iteration 5Q: 3 clusters Score -1181875 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1181947.375000 Penalty: 4502.323730
	Iteration 6Q: 3 clusters Score -1181947 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1182005.750000 Penalty: 4502.323730
	Iteration 7Q: 3 clusters Score -1182006 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1182058.000000 Penalty: 4502.323730
	Iteration 8Q: 3 clusters Score -1182058 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1182108.125000 Penalty: 4502.323730
	Iteration 9Q: 3 clusters Score -1182108 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1182157.000000 Penalty: 4502.323730
	Iteration 10Q: 3 clusters Score -1182157 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1182209.875000 Penalty: 4502.323730
	Iteration 11Q: 3 clusters Score -1182210 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1182259.750000 Penalty: 4502.323730
	Iteration 12Q: 3 clusters Score -1182260 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1182317.625000 Penalty: 4502.323730
	Iteration 13Q: 3 clusters Score -1182318 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1182369.000000 Penalty: 4502.323730
	Iteration 14Q: 3 clusters Score -1182369 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1182422.250000 Penalty: 4502.323730
	Iteration 15Q: 3 clusters Score -1182422 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1182480.250000 Penalty: 4502.323730
	Iteration 16Q: 3 clusters Score -1182480 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1182536.500000 Penalty: 4502.323730
	Iteration 17Q: 3 clusters Score -1182536 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1182578.375000 Penalty: 4502.323730
	Iteration 18Q: 3 clusters Score -1182578 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1182628.750000 Penalty: 4502.323730
	Iteration 19Q: 3 clusters Score -1182629 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1182682.500000 Penalty: 4502.323730
	Iteration 20F: 3 clusters Score -1182682 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1182740.500000 Penalty: 4502.323730
	Iteration 21Q: 3 clusters Score -1182740 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1182802.250000 Penalty: 4502.323730
	Iteration 22Q: 3 clusters Score -1182802 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1182880.750000 Penalty: 4502.323730
	Iteration 23Q: 3 clusters Score -1182881 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1182966.750000 Penalty: 4502.323730
	Iteration 24Q: 3 clusters Score -1182967 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1183085.375000 Penalty: 4502.323730
	Iteration 25Q: 3 clusters Score -1183085 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1183209.500000 Penalty: 4502.323730
	Iteration 26Q: 3 clusters Score -1183210 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1183313.375000 Penalty: 4502.323730
	Iteration 27Q: 3 clusters Score -1183313 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1183423.250000 Penalty: 4502.323730
	Iteration 28Q: 3 clusters Score -1183423 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1183530.125000 Penalty: 4502.323730
	Iteration 29Q: 3 clusters Score -1183530 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1183631.500000 Penalty: 4502.323730
	Iteration 30Q: 3 clusters Score -1183632 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1183737.625000 Penalty: 4502.323730
	Iteration 31Q: 3 clusters Score -1183738 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1183834.500000 Penalty: 4502.323730
	Iteration 32Q: 3 clusters Score -1183834 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1183919.000000 Penalty: 4502.323730
	Iteration 33Q: 3 clusters Score -1183919 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1184004.750000 Penalty: 4502.323730
	Iteration 34Q: 3 clusters Score -1184005 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1184065.625000 Penalty: 4502.323730
	Iteration 35Q: 3 clusters Score -1184066 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1184113.750000 Penalty: 4502.323730
	Iteration 36Q: 3 clusters Score -1184114 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1184153.500000 Penalty: 4502.323730
	Iteration 37Q: 3 clusters Score -1184154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1184197.500000 Penalty: 4502.323730
	Iteration 38Q: 3 clusters Score -1184198 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1184226.500000 Penalty: 4502.323730
	Iteration 39Q: 3 clusters Score -1184226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1184248.500000 Penalty: 4502.323730
	Iteration 40F: 3 clusters Score -1184248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1184259.000000 Penalty: 4502.323730
	Iteration 41Q: 3 clusters Score -1184259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1184269.500000 Penalty: 4502.323730
	Iteration 42Q: 3 clusters Score -1184270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1184277.375000 Penalty: 4502.323730
	Iteration 43Q: 3 clusters Score -1184277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1184279.625000 Penalty: 4502.323730
	Iteration 44Q: 3 clusters Score -1184280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1184282.875000 Penalty: 4502.323730
	Iteration 45Q: 3 clusters Score -1184283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1184284.125000 Penalty: 4502.323730
	Iteration 46Q: 3 clusters Score -1184284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1184288.125000 Penalty: 4502.323730
	Iteration 47Q: 3 clusters Score -1184288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1184291.750000 Penalty: 4502.323730
	Iteration 48Q: 3 clusters Score -1184292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1184297.875000 Penalty: 4502.323730
	Iteration 49Q: 3 clusters Score -1184298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1184298.625000 Penalty: 4502.323730
	Iteration 50Q: 3 clusters Score -1184299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1184301.250000 Penalty: 4502.323730
	Iteration 51Q: 3 clusters Score -1184301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1184301.500000 Penalty: 4502.323730
	Iteration 52Q: 3 clusters Score -1184302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1184303.125000 Penalty: 4502.323730
	Iteration 53Q: 3 clusters Score -1184303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1184303.250000 Penalty: 4502.323730
	Iteration 54Q: 3 clusters Score -1184303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1184303.250000 Penalty: 4502.323730
	Iteration 55F: 3 clusters Score -1184303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (142844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142844 members 
Entering Unmasked Estep 
Score: -19588282.000000 Penalty: 2943.638184
	Iteration 0F: 2 clusters Score -1.958828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71605 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -19494146.000000 Penalty: 5887.276367
	Iteration 0F: 3 clusters Score -1.949415e+07 nChanged 68472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74889 members 
Mstep: Class 2 contains 67955 members 
Entering Unmasked Estep 
Score: -19534288.000000 Penalty: 5887.276367
	Iteration 1F: 3 clusters Score -1.953429e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77487 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -19536042.000000 Penalty: 5887.276367
	Iteration 2Q: 3 clusters Score -1.953604e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81425 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -19539030.000000 Penalty: 5887.276367
	Iteration 3Q: 3 clusters Score -1.953903e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 55546 members 
Entering Unmasked Estep 
Score: -19544126.000000 Penalty: 5887.276367
	Iteration 4F: 3 clusters Score -1.954413e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94951 members 
Mstep: Class 2 contains 47893 members 
Entering Unmasked Estep 
Score: -19551312.000000 Penalty: 5887.276367
	Iteration 5F: 3 clusters Score -1.955131e+07 nChanged 10942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103307 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -19559104.000000 Penalty: 5887.276367
	Iteration 6F: 3 clusters Score -1.95591e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -19566328.000000 Penalty: 5887.276367
	Iteration 7F: 3 clusters Score -1.956633e+07 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118752 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -19572176.000000 Penalty: 5887.276367
	Iteration 8F: 3 clusters Score -1.957218e+07 nChanged 6711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125169 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -19576694.000000 Penalty: 5887.276367
	Iteration 9Q: 3 clusters Score -1.957669e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130363 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -19580112.000000 Penalty: 5887.276367
	Iteration 10Q: 3 clusters Score -1.958011e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134192 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -19582496.000000 Penalty: 5887.276367
	Iteration 11Q: 3 clusters Score -1.95825e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136730 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -19583976.000000 Penalty: 5887.276367
	Iteration 12Q: 3 clusters Score -1.958398e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138326 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -19584844.000000 Penalty: 5887.276367
	Iteration 13Q: 3 clusters Score -1.958484e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139304 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -19585328.000000 Penalty: 5887.276367
	Iteration 14Q: 3 clusters Score -1.958533e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139944 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -19585640.000000 Penalty: 5887.276367
	Iteration 15Q: 3 clusters Score -1.958564e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140354 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -19585790.000000 Penalty: 5887.276367
	Iteration 16Q: 3 clusters Score -1.958579e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140643 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -19585894.000000 Penalty: 5887.276367
	Iteration 17Q: 3 clusters Score -1.958589e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140838 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -19585972.000000 Penalty: 5887.276367
	Iteration 18Q: 3 clusters Score -1.958597e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140967 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -19585948.000000 Penalty: 5887.276367
	Iteration 19Q: 3 clusters Score -1.958595e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141065 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -19585978.000000 Penalty: 5887.276367
	Iteration 20F: 3 clusters Score -1.958598e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141131 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -19585966.000000 Penalty: 5887.276367
	Iteration 21Q: 3 clusters Score -1.958597e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141192 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -19585978.000000 Penalty: 5887.276367
	Iteration 22Q: 3 clusters Score -1.958598e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141228 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -19585986.000000 Penalty: 5887.276367
	Iteration 23Q: 3 clusters Score -1.958599e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141261 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -19586012.000000 Penalty: 5887.276367
	Iteration 24Q: 3 clusters Score -1.958601e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141289 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -19585996.000000 Penalty: 5887.276367
	Iteration 25Q: 3 clusters Score -1.9586e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141322 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19586026.000000 Penalty: 5887.276367
	Iteration 26Q: 3 clusters Score -1.958603e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141353 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -19586042.000000 Penalty: 5887.276367
	Iteration 27Q: 3 clusters Score -1.958604e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141375 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -19586054.000000 Penalty: 5887.276367
	Iteration 28Q: 3 clusters Score -1.958605e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141393 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -19586064.000000 Penalty: 5887.276367
	Iteration 29Q: 3 clusters Score -1.958606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141410 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -19586066.000000 Penalty: 5887.276367
	Iteration 30Q: 3 clusters Score -1.958607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141420 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -19586070.000000 Penalty: 5887.276367
	Iteration 31Q: 3 clusters Score -1.958607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141427 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -19586062.000000 Penalty: 5887.276367
	Iteration 32Q: 3 clusters Score -1.958606e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141436 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -19586080.000000 Penalty: 5887.276367
	Iteration 33Q: 3 clusters Score -1.958608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141438 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -19586088.000000 Penalty: 5887.276367
	Iteration 34Q: 3 clusters Score -1.958609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141439 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -19586072.000000 Penalty: 5887.276367
	Iteration 35Q: 3 clusters Score -1.958607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141440 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -19586084.000000 Penalty: 5887.276367
	Iteration 36Q: 3 clusters Score -1.958608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141440 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -19586084.000000 Penalty: 5887.276367
	Iteration 37F: 3 clusters Score -1.958608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Entering Unmasked Estep 
Score: -1114105.375000 Penalty: 2230.954590
	Iteration 0F: 2 clusters Score -1114105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1107637.625000 Penalty: 4461.909180
	Iteration 0F: 3 clusters Score -1107638 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1109431.000000 Penalty: 4461.909180
	Iteration 1F: 3 clusters Score -1109431 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1109742.875000 Penalty: 4461.909180
	Iteration 2F: 3 clusters Score -1109743 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1110029.625000 Penalty: 4461.909180
	Iteration 3F: 3 clusters Score -1110030 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1110352.000000 Penalty: 4461.909180
	Iteration 4F: 3 clusters Score -1110352 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1110711.875000 Penalty: 4461.909180
	Iteration 5F: 3 clusters Score -1110712 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1111068.625000 Penalty: 4461.909180
	Iteration 6F: 3 clusters Score -1111069 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1111384.125000 Penalty: 4461.909180
	Iteration 7F: 3 clusters Score -1111384 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1111599.250000 Penalty: 4461.909180
	Iteration 8Q: 3 clusters Score -1111599 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1111752.625000 Penalty: 4461.909180
	Iteration 9Q: 3 clusters Score -1111753 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1111876.250000 Penalty: 4461.909180
	Iteration 10Q: 3 clusters Score -1111876 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1111948.250000 Penalty: 4461.909180
	Iteration 11Q: 3 clusters Score -1111948 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1111983.625000 Penalty: 4461.909180
	Iteration 12Q: 3 clusters Score -1111984 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1112021.375000 Penalty: 4461.909180
	Iteration 13Q: 3 clusters Score -1112021 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1112048.125000 Penalty: 4461.909180
	Iteration 14Q: 3 clusters Score -1112048 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1112076.750000 Penalty: 4461.909180
	Iteration 15Q: 3 clusters Score -1112077 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1112099.875000 Penalty: 4461.909180
	Iteration 16Q: 3 clusters Score -1112100 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1112117.875000 Penalty: 4461.909180
	Iteration 17Q: 3 clusters Score -1112118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1112127.250000 Penalty: 4461.909180
	Iteration 18Q: 3 clusters Score -1112127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1112138.625000 Penalty: 4461.909180
	Iteration 19Q: 3 clusters Score -1112139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1112150.750000 Penalty: 4461.909180
	Iteration 20F: 3 clusters Score -1112151 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1112160.250000 Penalty: 4461.909180
	Iteration 21Q: 3 clusters Score -1112160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1112165.250000 Penalty: 4461.909180
	Iteration 22Q: 3 clusters Score -1112165 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1112172.375000 Penalty: 4461.909180
	Iteration 23Q: 3 clusters Score -1112172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1112172.875000 Penalty: 4461.909180
	Iteration 24Q: 3 clusters Score -1112173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1112177.250000 Penalty: 4461.909180
	Iteration 25Q: 3 clusters Score -1112177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1112180.000000 Penalty: 4461.909180
	Iteration 26Q: 3 clusters Score -1112180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1112183.250000 Penalty: 4461.909180
	Iteration 27Q: 3 clusters Score -1112183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1112187.125000 Penalty: 4461.909180
	Iteration 28Q: 3 clusters Score -1112187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1112189.000000 Penalty: 4461.909180
	Iteration 29Q: 3 clusters Score -1112189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1112191.375000 Penalty: 4461.909180
	Iteration 30Q: 3 clusters Score -1112191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1112195.375000 Penalty: 4461.909180
	Iteration 31Q: 3 clusters Score -1112195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1112196.000000 Penalty: 4461.909180
	Iteration 32Q: 3 clusters Score -1112196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1112199.875000 Penalty: 4461.909180
	Iteration 33Q: 3 clusters Score -1112200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1112201.625000 Penalty: 4461.909180
	Iteration 34Q: 3 clusters Score -1112202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1112200.000000 Penalty: 4461.909180
	Iteration 35Q: 3 clusters Score -1112200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1112201.625000 Penalty: 4461.909180
	Iteration 36Q: 3 clusters Score -1112202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1112202.250000 Penalty: 4461.909180
	Iteration 37Q: 3 clusters Score -1112202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1112201.250000 Penalty: 4461.909180
	Iteration 38Q: 3 clusters Score -1112201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1112203.500000 Penalty: 4461.909180
	Iteration 39Q: 3 clusters Score -1112204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1112203.375000 Penalty: 4461.909180
	Iteration 40F: 3 clusters Score -1112203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1112203.250000 Penalty: 4461.909180
	Iteration 41Q: 3 clusters Score -1112203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1112202.625000 Penalty: 4461.909180
	Iteration 42Q: 3 clusters Score -1112203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1112204.875000 Penalty: 4461.909180
	Iteration 43Q: 3 clusters Score -1112205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1112206.250000 Penalty: 4461.909180
	Iteration 44Q: 3 clusters Score -1112206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1112204.625000 Penalty: 4461.909180
	Iteration 45Q: 3 clusters Score -1112205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1112203.000000 Penalty: 4461.909180
	Iteration 46Q: 3 clusters Score -1112203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1112205.375000 Penalty: 4461.909180
	Iteration 47Q: 3 clusters Score -1112205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1112208.250000 Penalty: 4461.909180
	Iteration 48Q: 3 clusters Score -1112208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1112209.875000 Penalty: 4461.909180
	Iteration 49Q: 3 clusters Score -1112210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1112210.000000 Penalty: 4461.909180
	Iteration 50Q: 3 clusters Score -1112210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1112214.500000 Penalty: 4461.909180
	Iteration 51Q: 3 clusters Score -1112214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1112218.375000 Penalty: 4461.909180
	Iteration 52Q: 3 clusters Score -1112218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1112219.250000 Penalty: 4461.909180
	Iteration 53Q: 3 clusters Score -1112219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1112220.375000 Penalty: 4461.909180
	Iteration 54Q: 3 clusters Score -1112220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1112220.375000 Penalty: 4461.909180
	Iteration 55F: 3 clusters Score -1112220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Entering Unmasked Estep 
Score: -7207495.000000 Penalty: 2694.259033
	Iteration 0F: 2 clusters Score -7207495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -7172340.500000 Penalty: 5388.518066
	Iteration 0F: 3 clusters Score -7172340 nChanged 24352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -7186306.000000 Penalty: 5388.518066
	Iteration 1F: 3 clusters Score -7186306 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -7188057.000000 Penalty: 5388.518066
	Iteration 2F: 3 clusters Score -7188057 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -7191065.500000 Penalty: 5388.518066
	Iteration 3F: 3 clusters Score -7191066 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -7195291.000000 Penalty: 5388.518066
	Iteration 4F: 3 clusters Score -7195291 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -7199150.500000 Penalty: 5388.518066
	Iteration 5F: 3 clusters Score -7199150 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -7201463.500000 Penalty: 5388.518066
	Iteration 6F: 3 clusters Score -7201464 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47268 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -7202798.500000 Penalty: 5388.518066
	Iteration 7Q: 3 clusters Score -7202798 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -7203562.500000 Penalty: 5388.518066
	Iteration 8Q: 3 clusters Score -7203562 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49194 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -7204030.000000 Penalty: 5388.518066
	Iteration 9Q: 3 clusters Score -7204030 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7204371.000000 Penalty: 5388.518066
	Iteration 10Q: 3 clusters Score -7204371 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7204601.000000 Penalty: 5388.518066
	Iteration 11Q: 3 clusters Score -7204601 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50566 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7204807.000000 Penalty: 5388.518066
	Iteration 12Q: 3 clusters Score -7204807 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -7204923.000000 Penalty: 5388.518066
	Iteration 13Q: 3 clusters Score -7204923 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50983 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -7204993.000000 Penalty: 5388.518066
	Iteration 14Q: 3 clusters Score -7204993 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -7205055.500000 Penalty: 5388.518066
	Iteration 15Q: 3 clusters Score -7205056 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -7205100.000000 Penalty: 5388.518066
	Iteration 16Q: 3 clusters Score -7205100 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51231 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7205146.500000 Penalty: 5388.518066
	Iteration 17Q: 3 clusters Score -7205146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7205149.000000 Penalty: 5388.518066
	Iteration 18Q: 3 clusters Score -7205149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7205172.500000 Penalty: 5388.518066
	Iteration 19Q: 3 clusters Score -7205172 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51314 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7205177.500000 Penalty: 5388.518066
	Iteration 20F: 3 clusters Score -7205178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7205192.000000 Penalty: 5388.518066
	Iteration 21Q: 3 clusters Score -7205192 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7205192.500000 Penalty: 5388.518066
	Iteration 22Q: 3 clusters Score -7205192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7205200.000000 Penalty: 5388.518066
	Iteration 23Q: 3 clusters Score -7205200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7205209.000000 Penalty: 5388.518066
	Iteration 24Q: 3 clusters Score -7205209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51390 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7205223.000000 Penalty: 5388.518066
	Iteration 25Q: 3 clusters Score -7205223 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51403 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7205225.000000 Penalty: 5388.518066
	Iteration 26Q: 3 clusters Score -7205225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -7205238.000000 Penalty: 5388.518066
	Iteration 27Q: 3 clusters Score -7205238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7205242.500000 Penalty: 5388.518066
	Iteration 28Q: 3 clusters Score -7205242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7205236.000000 Penalty: 5388.518066
	Iteration 29Q: 3 clusters Score -7205236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51439 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7205247.500000 Penalty: 5388.518066
	Iteration 30Q: 3 clusters Score -7205248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7205250.500000 Penalty: 5388.518066
	Iteration 31Q: 3 clusters Score -7205250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51447 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7205251.500000 Penalty: 5388.518066
	Iteration 32Q: 3 clusters Score -7205252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7205241.000000 Penalty: 5388.518066
	Iteration 33Q: 3 clusters Score -7205241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51454 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7205243.500000 Penalty: 5388.518066
	Iteration 34Q: 3 clusters Score -7205244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7205241.500000 Penalty: 5388.518066
	Iteration 35Q: 3 clusters Score -7205242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7205243.500000 Penalty: 5388.518066
	Iteration 36Q: 3 clusters Score -7205244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51461 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7205238.000000 Penalty: 5388.518066
	Iteration 37Q: 3 clusters Score -7205238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7205242.000000 Penalty: 5388.518066
	Iteration 38Q: 3 clusters Score -7205242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7205245.500000 Penalty: 5388.518066
	Iteration 39Q: 3 clusters Score -7205246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51465 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -7205245.000000 Penalty: 5388.518066
	Iteration 40F: 3 clusters Score -7205245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7205245.000000 Penalty: 5388.518066
	Iteration 41Q: 3 clusters Score -7205245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7205251.500000 Penalty: 5388.518066
	Iteration 42Q: 3 clusters Score -7205252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -7205246.000000 Penalty: 5388.518066
	Iteration 43Q: 3 clusters Score -7205246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7205249.500000 Penalty: 5388.518066
	Iteration 44Q: 3 clusters Score -7205250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7205249.500000 Penalty: 5388.518066
	Iteration 45F: 3 clusters Score -7205250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Entering Unmasked Estep 
Score: -918018.437500 Penalty: 2201.417725
	Iteration 0F: 2 clusters Score -918018.4 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 3588 members 
Entering Unmasked Estep 
Score: -912183.875000 Penalty: 4402.835449
	Iteration 0F: 3 clusters Score -912183.9 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -913861.562500 Penalty: 4402.835449
	Iteration 1F: 3 clusters Score -913861.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -914250.187500 Penalty: 4402.835449
	Iteration 2F: 3 clusters Score -914250.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -914594.812500 Penalty: 4402.835449
	Iteration 3F: 3 clusters Score -914594.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -914938.312500 Penalty: 4402.835449
	Iteration 4F: 3 clusters Score -914938.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -915273.875000 Penalty: 4402.835449
	Iteration 5F: 3 clusters Score -915273.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -915594.812500 Penalty: 4402.835449
	Iteration 6F: 3 clusters Score -915594.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -915900.562500 Penalty: 4402.835449
	Iteration 7F: 3 clusters Score -915900.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -916293.125000 Penalty: 4402.835449
	Iteration 8F: 3 clusters Score -916293.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -916684.125000 Penalty: 4402.835449
	Iteration 9F: 3 clusters Score -916684.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -916945.750000 Penalty: 4402.835449
	Iteration 10Q: 3 clusters Score -916945.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -917079.875000 Penalty: 4402.835449
	Iteration 11Q: 3 clusters Score -917079.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -917155.562500 Penalty: 4402.835449
	Iteration 12Q: 3 clusters Score -917155.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -917209.750000 Penalty: 4402.835449
	Iteration 13Q: 3 clusters Score -917209.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -917243.375000 Penalty: 4402.835449
	Iteration 14Q: 3 clusters Score -917243.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -917270.125000 Penalty: 4402.835449
	Iteration 15Q: 3 clusters Score -917270.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -917286.250000 Penalty: 4402.835449
	Iteration 16Q: 3 clusters Score -917286.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -917296.437500 Penalty: 4402.835449
	Iteration 17Q: 3 clusters Score -917296.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -917302.000000 Penalty: 4402.835449
	Iteration 18Q: 3 clusters Score -917302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -917303.937500 Penalty: 4402.835449
	Iteration 19Q: 3 clusters Score -917303.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -917310.250000 Penalty: 4402.835449
	Iteration 20F: 3 clusters Score -917310.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -917312.562500 Penalty: 4402.835449
	Iteration 21Q: 3 clusters Score -917312.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -917318.625000 Penalty: 4402.835449
	Iteration 22Q: 3 clusters Score -917318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -917323.812500 Penalty: 4402.835449
	Iteration 23Q: 3 clusters Score -917323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -917325.187500 Penalty: 4402.835449
	Iteration 24Q: 3 clusters Score -917325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -917326.125000 Penalty: 4402.835449
	Iteration 25Q: 3 clusters Score -917326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -917326.125000 Penalty: 4402.835449
	Iteration 26F: 3 clusters Score -917326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -79855.039062 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -79855.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -78229.250000 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -78229.25 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -78457.742188 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -78457.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78569.023438 Penalty: 3181.887939
	Iteration 2Q: 3 clusters Score -78569.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -78682.609375 Penalty: 3181.887939
	Iteration 3Q: 3 clusters Score -78682.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -78896.109375 Penalty: 3181.887939
	Iteration 4F: 3 clusters Score -78896.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -78966.109375 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -78966.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -79020.710938 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -79020.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -79060.320312 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -79060.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -79079.429688 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -79079.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -79096.062500 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -79096.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79101.757812 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -79101.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79109.460938 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -79109.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -79120.656250 Penalty: 3181.887939
	Iteration 12Q: 3 clusters Score -79120.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79136.835938 Penalty: 3181.887939
	Iteration 13Q: 3 clusters Score -79136.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -79161.343750 Penalty: 3181.887939
	Iteration 14Q: 3 clusters Score -79161.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -79182.828125 Penalty: 3181.887939
	Iteration 15Q: 3 clusters Score -79182.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79208.312500 Penalty: 3181.887939
	Iteration 16Q: 3 clusters Score -79208.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79281.109375 Penalty: 3181.887939
	Iteration 17Q: 3 clusters Score -79281.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -79439.789062 Penalty: 3181.887939
	Iteration 18Q: 3 clusters Score -79439.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -79613.210938 Penalty: 3181.887939
	Iteration 19Q: 3 clusters Score -79613.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -79668.601562 Penalty: 3181.887939
	Iteration 20F: 3 clusters Score -79668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79746.148438 Penalty: 3181.887939
	Iteration 21Q: 3 clusters Score -79746.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79762.406250 Penalty: 3181.887939
	Iteration 22Q: 3 clusters Score -79762.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -79762.406250 Penalty: 3181.887939
	Iteration 23F: 3 clusters Score -79762.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51386 members 
Entering Unmasked Estep 
Score: -6898340.500000 Penalty: 2690.086182
	Iteration 0F: 2 clusters Score -6898340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -6863811.500000 Penalty: 5380.172363
	Iteration 0F: 3 clusters Score -6863812 nChanged 23667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -6877121.500000 Penalty: 5380.172363
	Iteration 1F: 3 clusters Score -6877122 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -6878066.500000 Penalty: 5380.172363
	Iteration 2Q: 3 clusters Score -6878066 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -6879487.500000 Penalty: 5380.172363
	Iteration 3Q: 3 clusters Score -6879488 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -6881334.500000 Penalty: 5380.172363
	Iteration 4F: 3 clusters Score -6881334 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -6883226.000000 Penalty: 5380.172363
	Iteration 5F: 3 clusters Score -6883226 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -6885069.000000 Penalty: 5380.172363
	Iteration 6F: 3 clusters Score -6885069 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -6887044.000000 Penalty: 5380.172363
	Iteration 7F: 3 clusters Score -6887044 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -6888880.000000 Penalty: 5380.172363
	Iteration 8F: 3 clusters Score -6888880 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -6890280.500000 Penalty: 5380.172363
	Iteration 9F: 3 clusters Score -6890280 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -6891354.500000 Penalty: 5380.172363
	Iteration 10Q: 3 clusters Score -6891354 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -6892100.000000 Penalty: 5380.172363
	Iteration 11Q: 3 clusters Score -6892100 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -6892668.000000 Penalty: 5380.172363
	Iteration 12Q: 3 clusters Score -6892668 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -6893173.500000 Penalty: 5380.172363
	Iteration 13Q: 3 clusters Score -6893174 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -6893638.500000 Penalty: 5380.172363
	Iteration 14Q: 3 clusters Score -6893638 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -6894088.500000 Penalty: 5380.172363
	Iteration 15Q: 3 clusters Score -6894088 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 32969 members 
Entering Unmasked Estep 
Score: -6894560.000000 Penalty: 5380.172363
	Iteration 16Q: 3 clusters Score -6894560 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -6894980.500000 Penalty: 5380.172363
	Iteration 17Q: 3 clusters Score -6894980 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -6895348.000000 Penalty: 5380.172363
	Iteration 18Q: 3 clusters Score -6895348 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -6895694.500000 Penalty: 5380.172363
	Iteration 19Q: 3 clusters Score -6895694 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 36829 members 
Entering Unmasked Estep 
Score: -6895967.000000 Penalty: 5380.172363
	Iteration 20F: 3 clusters Score -6895967 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -6896259.500000 Penalty: 5380.172363
	Iteration 21Q: 3 clusters Score -6896260 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -6896426.500000 Penalty: 5380.172363
	Iteration 22Q: 3 clusters Score -6896426 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -6896570.000000 Penalty: 5380.172363
	Iteration 23Q: 3 clusters Score -6896570 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -6896749.500000 Penalty: 5380.172363
	Iteration 24Q: 3 clusters Score -6896750 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -6896866.500000 Penalty: 5380.172363
	Iteration 25Q: 3 clusters Score -6896866 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -6897037.500000 Penalty: 5380.172363
	Iteration 26Q: 3 clusters Score -6897038 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -6897182.000000 Penalty: 5380.172363
	Iteration 27Q: 3 clusters Score -6897182 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -6897321.000000 Penalty: 5380.172363
	Iteration 28Q: 3 clusters Score -6897321 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -6897407.500000 Penalty: 5380.172363
	Iteration 29Q: 3 clusters Score -6897408 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -6897502.000000 Penalty: 5380.172363
	Iteration 30Q: 3 clusters Score -6897502 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -6897548.000000 Penalty: 5380.172363
	Iteration 31Q: 3 clusters Score -6897548 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -6897599.500000 Penalty: 5380.172363
	Iteration 32Q: 3 clusters Score -6897600 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -6897715.500000 Penalty: 5380.172363
	Iteration 33Q: 3 clusters Score -6897716 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -6897782.500000 Penalty: 5380.172363
	Iteration 34Q: 3 clusters Score -6897782 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -6897835.500000 Penalty: 5380.172363
	Iteration 35Q: 3 clusters Score -6897836 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -6897897.000000 Penalty: 5380.172363
	Iteration 36Q: 3 clusters Score -6897897 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -6897933.500000 Penalty: 5380.172363
	Iteration 37Q: 3 clusters Score -6897934 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -6897960.000000 Penalty: 5380.172363
	Iteration 38Q: 3 clusters Score -6897960 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -6897996.500000 Penalty: 5380.172363
	Iteration 39Q: 3 clusters Score -6897996 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -6898016.500000 Penalty: 5380.172363
	Iteration 40F: 3 clusters Score -6898016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -6898023.000000 Penalty: 5380.172363
	Iteration 41Q: 3 clusters Score -6898023 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -6898027.000000 Penalty: 5380.172363
	Iteration 42Q: 3 clusters Score -6898027 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -6898036.500000 Penalty: 5380.172363
	Iteration 43Q: 3 clusters Score -6898036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -6898046.000000 Penalty: 5380.172363
	Iteration 44Q: 3 clusters Score -6898046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -6898044.500000 Penalty: 5380.172363
	Iteration 45Q: 3 clusters Score -6898044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -6898057.500000 Penalty: 5380.172363
	Iteration 46Q: 3 clusters Score -6898058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 45435 members 
Entering Unmasked Estep 
Score: -6898054.500000 Penalty: 5380.172363
	Iteration 47Q: 3 clusters Score -6898054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -6898052.500000 Penalty: 5380.172363
	Iteration 48Q: 3 clusters Score -6898052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -6898042.000000 Penalty: 5380.172363
	Iteration 49Q: 3 clusters Score -6898042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -6898050.500000 Penalty: 5380.172363
	Iteration 50Q: 3 clusters Score -6898050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -6898054.500000 Penalty: 5380.172363
	Iteration 51Q: 3 clusters Score -6898054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -6898050.000000 Penalty: 5380.172363
	Iteration 52Q: 3 clusters Score -6898050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -6898045.500000 Penalty: 5380.172363
	Iteration 53Q: 3 clusters Score -6898046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -6898056.500000 Penalty: 5380.172363
	Iteration 54Q: 3 clusters Score -6898056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -6898060.500000 Penalty: 5380.172363
	Iteration 55Q: 3 clusters Score -6898060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -6898059.000000 Penalty: 5380.172363
	Iteration 56Q: 3 clusters Score -6898059 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -6898057.500000 Penalty: 5380.172363
	Iteration 57Q: 3 clusters Score -6898058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -6898069.000000 Penalty: 5380.172363
	Iteration 58Q: 3 clusters Score -6898069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 45768 members 
Entering Unmasked Estep 
Score: -6898074.000000 Penalty: 5380.172363
	Iteration 59Q: 3 clusters Score -6898074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 45785 members 
Entering Unmasked Estep 
Score: -6898071.500000 Penalty: 5380.172363
	Iteration 60F: 3 clusters Score -6898072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -6898073.500000 Penalty: 5380.172363
	Iteration 61Q: 3 clusters Score -6898074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -6898083.500000 Penalty: 5380.172363
	Iteration 62Q: 3 clusters Score -6898084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -6898082.500000 Penalty: 5380.172363
	Iteration 63Q: 3 clusters Score -6898082 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -6898079.500000 Penalty: 5380.172363
	Iteration 64Q: 3 clusters Score -6898080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -6898084.000000 Penalty: 5380.172363
	Iteration 65Q: 3 clusters Score -6898084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -6898086.500000 Penalty: 5380.172363
	Iteration 66Q: 3 clusters Score -6898086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -6898088.000000 Penalty: 5380.172363
	Iteration 67Q: 3 clusters Score -6898088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -6898094.500000 Penalty: 5380.172363
	Iteration 68Q: 3 clusters Score -6898094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -6898101.500000 Penalty: 5380.172363
	Iteration 69Q: 3 clusters Score -6898102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -6898095.500000 Penalty: 5380.172363
	Iteration 70Q: 3 clusters Score -6898096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -6898090.500000 Penalty: 5380.172363
	Iteration 71Q: 3 clusters Score -6898090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -6898089.000000 Penalty: 5380.172363
	Iteration 72Q: 3 clusters Score -6898089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -6898089.500000 Penalty: 5380.172363
	Iteration 73Q: 3 clusters Score -6898090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -6898089.500000 Penalty: 5380.172363
	Iteration 74F: 3 clusters Score -6898090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (28713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Entering Unmasked Estep 
Score: -3598482.250000 Penalty: 2545.746094
	Iteration 0F: 2 clusters Score -3598482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3578902.000000 Penalty: 5091.492188
	Iteration 0F: 3 clusters Score -3578902 nChanged 12957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3586319.500000 Penalty: 5091.492188
	Iteration 1F: 3 clusters Score -3586320 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -3587228.750000 Penalty: 5091.492188
	Iteration 2F: 3 clusters Score -3587229 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -3588324.750000 Penalty: 5091.492188
	Iteration 3F: 3 clusters Score -3588325 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3589541.750000 Penalty: 5091.492188
	Iteration 4F: 3 clusters Score -3589542 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -3590884.750000 Penalty: 5091.492188
	Iteration 5F: 3 clusters Score -3590885 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -3592282.750000 Penalty: 5091.492188
	Iteration 6F: 3 clusters Score -3592283 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -3593614.750000 Penalty: 5091.492188
	Iteration 7F: 3 clusters Score -3593615 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -3594626.000000 Penalty: 5091.492188
	Iteration 8F: 3 clusters Score -3594626 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -3595188.500000 Penalty: 5091.492188
	Iteration 9Q: 3 clusters Score -3595188 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3595543.500000 Penalty: 5091.492188
	Iteration 10Q: 3 clusters Score -3595544 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -3595830.500000 Penalty: 5091.492188
	Iteration 11Q: 3 clusters Score -3595830 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -3596050.000000 Penalty: 5091.492188
	Iteration 12Q: 3 clusters Score -3596050 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -3596269.000000 Penalty: 5091.492188
	Iteration 13Q: 3 clusters Score -3596269 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -3596471.000000 Penalty: 5091.492188
	Iteration 14Q: 3 clusters Score -3596471 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -3596650.750000 Penalty: 5091.492188
	Iteration 15Q: 3 clusters Score -3596651 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -3596794.750000 Penalty: 5091.492188
	Iteration 16Q: 3 clusters Score -3596795 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3596921.250000 Penalty: 5091.492188
	Iteration 17Q: 3 clusters Score -3596921 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -3597041.250000 Penalty: 5091.492188
	Iteration 18Q: 3 clusters Score -3597041 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -3597134.750000 Penalty: 5091.492188
	Iteration 19Q: 3 clusters Score -3597135 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -3597232.250000 Penalty: 5091.492188
	Iteration 20F: 3 clusters Score -3597232 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -3597301.000000 Penalty: 5091.492188
	Iteration 21Q: 3 clusters Score -3597301 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3597378.750000 Penalty: 5091.492188
	Iteration 22Q: 3 clusters Score -3597379 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -3597419.750000 Penalty: 5091.492188
	Iteration 23Q: 3 clusters Score -3597420 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3597466.250000 Penalty: 5091.492188
	Iteration 24Q: 3 clusters Score -3597466 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3597516.000000 Penalty: 5091.492188
	Iteration 25Q: 3 clusters Score -3597516 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3597559.500000 Penalty: 5091.492188
	Iteration 26Q: 3 clusters Score -3597560 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3597582.750000 Penalty: 5091.492188
	Iteration 27Q: 3 clusters Score -3597583 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3597625.750000 Penalty: 5091.492188
	Iteration 28Q: 3 clusters Score -3597626 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3597642.250000 Penalty: 5091.492188
	Iteration 29Q: 3 clusters Score -3597642 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3597658.000000 Penalty: 5091.492188
	Iteration 30Q: 3 clusters Score -3597658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -3597673.500000 Penalty: 5091.492188
	Iteration 31Q: 3 clusters Score -3597674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3597676.750000 Penalty: 5091.492188
	Iteration 32Q: 3 clusters Score -3597677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -3597691.250000 Penalty: 5091.492188
	Iteration 33Q: 3 clusters Score -3597691 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3597693.750000 Penalty: 5091.492188
	Iteration 34Q: 3 clusters Score -3597694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3597703.000000 Penalty: 5091.492188
	Iteration 35Q: 3 clusters Score -3597703 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3597706.250000 Penalty: 5091.492188
	Iteration 36Q: 3 clusters Score -3597706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3597718.250000 Penalty: 5091.492188
	Iteration 37Q: 3 clusters Score -3597718 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -3597735.750000 Penalty: 5091.492188
	Iteration 38Q: 3 clusters Score -3597736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3597742.500000 Penalty: 5091.492188
	Iteration 39Q: 3 clusters Score -3597742 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -3597747.000000 Penalty: 5091.492188
	Iteration 40F: 3 clusters Score -3597747 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3597752.000000 Penalty: 5091.492188
	Iteration 41Q: 3 clusters Score -3597752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3597748.750000 Penalty: 5091.492188
	Iteration 42Q: 3 clusters Score -3597749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3597754.500000 Penalty: 5091.492188
	Iteration 43Q: 3 clusters Score -3597754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -3597750.750000 Penalty: 5091.492188
	Iteration 44Q: 3 clusters Score -3597751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3597760.000000 Penalty: 5091.492188
	Iteration 45Q: 3 clusters Score -3597760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -3597766.000000 Penalty: 5091.492188
	Iteration 46Q: 3 clusters Score -3597766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -3597765.750000 Penalty: 5091.492188
	Iteration 47Q: 3 clusters Score -3597766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3597766.750000 Penalty: 5091.492188
	Iteration 48Q: 3 clusters Score -3597767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -3597767.000000 Penalty: 5091.492188
	Iteration 49Q: 3 clusters Score -3597767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -3597764.000000 Penalty: 5091.492188
	Iteration 50Q: 3 clusters Score -3597764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3597771.250000 Penalty: 5091.492188
	Iteration 51Q: 3 clusters Score -3597771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3597769.500000 Penalty: 5091.492188
	Iteration 52Q: 3 clusters Score -3597770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -3597773.250000 Penalty: 5091.492188
	Iteration 53Q: 3 clusters Score -3597773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3597774.750000 Penalty: 5091.492188
	Iteration 54Q: 3 clusters Score -3597775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3597778.250000 Penalty: 5091.492188
	Iteration 55Q: 3 clusters Score -3597778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3597776.750000 Penalty: 5091.492188
	Iteration 56Q: 3 clusters Score -3597777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -3597784.750000 Penalty: 5091.492188
	Iteration 57Q: 3 clusters Score -3597785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3597793.250000 Penalty: 5091.492188
	Iteration 58Q: 3 clusters Score -3597793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3597792.750000 Penalty: 5091.492188
	Iteration 59Q: 3 clusters Score -3597793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3597794.000000 Penalty: 5091.492188
	Iteration 60F: 3 clusters Score -3597794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3597797.500000 Penalty: 5091.492188
	Iteration 61Q: 3 clusters Score -3597798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3597806.000000 Penalty: 5091.492188
	Iteration 62Q: 3 clusters Score -3597806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3597811.250000 Penalty: 5091.492188
	Iteration 63Q: 3 clusters Score -3597811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3597803.750000 Penalty: 5091.492188
	Iteration 64Q: 3 clusters Score -3597804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -3597808.250000 Penalty: 5091.492188
	Iteration 65Q: 3 clusters Score -3597808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3597810.000000 Penalty: 5091.492188
	Iteration 66Q: 3 clusters Score -3597810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3597811.750000 Penalty: 5091.492188
	Iteration 67Q: 3 clusters Score -3597812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -3597804.250000 Penalty: 5091.492188
	Iteration 68Q: 3 clusters Score -3597804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3597813.500000 Penalty: 5091.492188
	Iteration 69Q: 3 clusters Score -3597814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3597815.000000 Penalty: 5091.492188
	Iteration 70Q: 3 clusters Score -3597815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3597813.000000 Penalty: 5091.492188
	Iteration 71Q: 3 clusters Score -3597813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3597811.750000 Penalty: 5091.492188
	Iteration 72Q: 3 clusters Score -3597812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3597813.500000 Penalty: 5091.492188
	Iteration 73Q: 3 clusters Score -3597814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3597812.000000 Penalty: 5091.492188
	Iteration 74Q: 3 clusters Score -3597812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -3597810.500000 Penalty: 5091.492188
	Iteration 75Q: 3 clusters Score -3597810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -3597812.000000 Penalty: 5091.492188
	Iteration 76Q: 3 clusters Score -3597812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -3597813.500000 Penalty: 5091.492188
	Iteration 77Q: 3 clusters Score -3597814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3597812.250000 Penalty: 5091.492188
	Iteration 78Q: 3 clusters Score -3597812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -3597817.000000 Penalty: 5091.492188
	Iteration 79Q: 3 clusters Score -3597817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3597818.750000 Penalty: 5091.492188
	Iteration 80F: 3 clusters Score -3597819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -3597824.750000 Penalty: 5091.492188
	Iteration 81Q: 3 clusters Score -3597825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3597826.500000 Penalty: 5091.492188
	Iteration 82Q: 3 clusters Score -3597826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3597829.500000 Penalty: 5091.492188
	Iteration 83Q: 3 clusters Score -3597830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3597840.250000 Penalty: 5091.492188
	Iteration 84Q: 3 clusters Score -3597840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -3597843.750000 Penalty: 5091.492188
	Iteration 85Q: 3 clusters Score -3597844 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3597857.000000 Penalty: 5091.492188
	Iteration 86Q: 3 clusters Score -3597857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3597859.500000 Penalty: 5091.492188
	Iteration 87Q: 3 clusters Score -3597860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3597869.500000 Penalty: 5091.492188
	Iteration 88Q: 3 clusters Score -3597870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3597877.250000 Penalty: 5091.492188
	Iteration 89Q: 3 clusters Score -3597877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3597874.500000 Penalty: 5091.492188
	Iteration 90Q: 3 clusters Score -3597874 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3597880.750000 Penalty: 5091.492188
	Iteration 91Q: 3 clusters Score -3597881 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -3597886.250000 Penalty: 5091.492188
	Iteration 92Q: 3 clusters Score -3597886 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3597899.000000 Penalty: 5091.492188
	Iteration 93Q: 3 clusters Score -3597899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -3597905.000000 Penalty: 5091.492188
	Iteration 94Q: 3 clusters Score -3597905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3597906.000000 Penalty: 5091.492188
	Iteration 95Q: 3 clusters Score -3597906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3597906.750000 Penalty: 5091.492188
	Iteration 96Q: 3 clusters Score -3597907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3597912.500000 Penalty: 5091.492188
	Iteration 97Q: 3 clusters Score -3597912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3597922.250000 Penalty: 5091.492188
	Iteration 98Q: 3 clusters Score -3597922 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3597921.500000 Penalty: 5091.492188
	Iteration 99Q: 3 clusters Score -3597922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3597928.000000 Penalty: 5091.492188
	Iteration 100F: 3 clusters Score -3597928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3597922.500000 Penalty: 5091.492188
	Iteration 101Q: 3 clusters Score -3597922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3597923.000000 Penalty: 5091.492188
	Iteration 102Q: 3 clusters Score -3597923 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3597928.000000 Penalty: 5091.492188
	Iteration 103Q: 3 clusters Score -3597928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3597929.000000 Penalty: 5091.492188
	Iteration 104Q: 3 clusters Score -3597929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3597929.250000 Penalty: 5091.492188
	Iteration 105Q: 3 clusters Score -3597929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -3597934.250000 Penalty: 5091.492188
	Iteration 106Q: 3 clusters Score -3597934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -3597927.000000 Penalty: 5091.492188
	Iteration 107Q: 3 clusters Score -3597927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3597929.000000 Penalty: 5091.492188
	Iteration 108Q: 3 clusters Score -3597929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -3597928.000000 Penalty: 5091.492188
	Iteration 109Q: 3 clusters Score -3597928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3597927.000000 Penalty: 5091.492188
	Iteration 110Q: 3 clusters Score -3597927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3597927.000000 Penalty: 5091.492188
	Iteration 111F: 3 clusters Score -3597927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Entering Unmasked Estep 
Score: -6688428.500000 Penalty: 2686.816650
	Iteration 0F: 2 clusters Score -6688428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -6654310.000000 Penalty: 5373.633301
	Iteration 0F: 3 clusters Score -6654310 nChanged 23558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -6667712.500000 Penalty: 5373.633301
	Iteration 1F: 3 clusters Score -6667712 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -6668430.000000 Penalty: 5373.633301
	Iteration 2Q: 3 clusters Score -6668430 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -6669128.500000 Penalty: 5373.633301
	Iteration 3Q: 3 clusters Score -6669128 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -6669784.000000 Penalty: 5373.633301
	Iteration 4Q: 3 clusters Score -6669784 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -6670569.500000 Penalty: 5373.633301
	Iteration 5Q: 3 clusters Score -6670570 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -6671584.000000 Penalty: 5373.633301
	Iteration 6Q: 3 clusters Score -6671584 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -6672842.500000 Penalty: 5373.633301
	Iteration 7Q: 3 clusters Score -6672842 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -6674303.500000 Penalty: 5373.633301
	Iteration 8Q: 3 clusters Score -6674304 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -6675950.000000 Penalty: 5373.633301
	Iteration 9F: 3 clusters Score -6675950 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -6677590.000000 Penalty: 5373.633301
	Iteration 10F: 3 clusters Score -6677590 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -6678842.000000 Penalty: 5373.633301
	Iteration 11Q: 3 clusters Score -6678842 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -6679547.500000 Penalty: 5373.633301
	Iteration 12Q: 3 clusters Score -6679548 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -6679933.500000 Penalty: 5373.633301
	Iteration 13Q: 3 clusters Score -6679934 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -6680196.500000 Penalty: 5373.633301
	Iteration 14Q: 3 clusters Score -6680196 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -6680438.000000 Penalty: 5373.633301
	Iteration 15Q: 3 clusters Score -6680438 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -6680642.000000 Penalty: 5373.633301
	Iteration 16Q: 3 clusters Score -6680642 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -6680878.500000 Penalty: 5373.633301
	Iteration 17Q: 3 clusters Score -6680878 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -6681124.500000 Penalty: 5373.633301
	Iteration 18Q: 3 clusters Score -6681124 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -6681404.000000 Penalty: 5373.633301
	Iteration 19Q: 3 clusters Score -6681404 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -6681669.500000 Penalty: 5373.633301
	Iteration 20F: 3 clusters Score -6681670 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -6681960.500000 Penalty: 5373.633301
	Iteration 21Q: 3 clusters Score -6681960 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -6682346.000000 Penalty: 5373.633301
	Iteration 22Q: 3 clusters Score -6682346 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -6682690.000000 Penalty: 5373.633301
	Iteration 23Q: 3 clusters Score -6682690 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -6683088.500000 Penalty: 5373.633301
	Iteration 24Q: 3 clusters Score -6683088 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -6683482.500000 Penalty: 5373.633301
	Iteration 25Q: 3 clusters Score -6683482 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -6683915.500000 Penalty: 5373.633301
	Iteration 26Q: 3 clusters Score -6683916 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -6684372.000000 Penalty: 5373.633301
	Iteration 27Q: 3 clusters Score -6684372 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -6684811.000000 Penalty: 5373.633301
	Iteration 28Q: 3 clusters Score -6684811 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -6685253.000000 Penalty: 5373.633301
	Iteration 29Q: 3 clusters Score -6685253 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -6685648.500000 Penalty: 5373.633301
	Iteration 30Q: 3 clusters Score -6685648 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -6686056.500000 Penalty: 5373.633301
	Iteration 31Q: 3 clusters Score -6686056 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -6686311.500000 Penalty: 5373.633301
	Iteration 32Q: 3 clusters Score -6686312 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 48123 members 
Entering Unmasked Estep 
Score: -6686530.000000 Penalty: 5373.633301
	Iteration 33Q: 3 clusters Score -6686530 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 48428 members 
Entering Unmasked Estep 
Score: -6686729.500000 Penalty: 5373.633301
	Iteration 34Q: 3 clusters Score -6686730 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 48666 members 
Entering Unmasked Estep 
Score: -6686906.500000 Penalty: 5373.633301
	Iteration 35Q: 3 clusters Score -6686906 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -6687042.500000 Penalty: 5373.633301
	Iteration 36Q: 3 clusters Score -6687042 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 48988 members 
Entering Unmasked Estep 
Score: -6687188.000000 Penalty: 5373.633301
	Iteration 37Q: 3 clusters Score -6687188 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
Score: -6687288.500000 Penalty: 5373.633301
	Iteration 38Q: 3 clusters Score -6687288 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -6687340.500000 Penalty: 5373.633301
	Iteration 39Q: 3 clusters Score -6687340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -6687354.500000 Penalty: 5373.633301
	Iteration 40F: 3 clusters Score -6687354 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -6687386.500000 Penalty: 5373.633301
	Iteration 41Q: 3 clusters Score -6687386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 49244 members 
Entering Unmasked Estep 
Score: -6687406.000000 Penalty: 5373.633301
	Iteration 42Q: 3 clusters Score -6687406 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 49258 members 
Entering Unmasked Estep 
Score: -6687421.500000 Penalty: 5373.633301
	Iteration 43Q: 3 clusters Score -6687422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -6687433.500000 Penalty: 5373.633301
	Iteration 44Q: 3 clusters Score -6687434 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -6687433.000000 Penalty: 5373.633301
	Iteration 45Q: 3 clusters Score -6687433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 49276 members 
Entering Unmasked Estep 
Score: -6687426.000000 Penalty: 5373.633301
	Iteration 46Q: 3 clusters Score -6687426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -6687429.500000 Penalty: 5373.633301
	Iteration 47Q: 3 clusters Score -6687430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -6687426.000000 Penalty: 5373.633301
	Iteration 48Q: 3 clusters Score -6687426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -6687429.000000 Penalty: 5373.633301
	Iteration 49Q: 3 clusters Score -6687429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -6687427.000000 Penalty: 5373.633301
	Iteration 50Q: 3 clusters Score -6687427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -6687430.500000 Penalty: 5373.633301
	Iteration 51Q: 3 clusters Score -6687430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -6687431.000000 Penalty: 5373.633301
	Iteration 52Q: 3 clusters Score -6687431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -6687428.000000 Penalty: 5373.633301
	Iteration 53Q: 3 clusters Score -6687428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -6687426.500000 Penalty: 5373.633301
	Iteration 54Q: 3 clusters Score -6687426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -6687430.000000 Penalty: 5373.633301
	Iteration 55Q: 3 clusters Score -6687430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -6687430.000000 Penalty: 5373.633301
	Iteration 56F: 3 clusters Score -6687430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Entering Unmasked Estep 
Score: -399094.593750 Penalty: 1968.822998
	Iteration 0F: 2 clusters Score -399094.6 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 1403 members 
Entering Unmasked Estep 
Score: -395960.156250 Penalty: 3937.645996
	Iteration 0F: 3 clusters Score -395960.2 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -396589.781250 Penalty: 3937.645996
	Iteration 1F: 3 clusters Score -396589.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -396723.000000 Penalty: 3937.645996
	Iteration 2F: 3 clusters Score -396723 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -396812.125000 Penalty: 3937.645996
	Iteration 3Q: 3 clusters Score -396812.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -396875.375000 Penalty: 3937.645996
	Iteration 4Q: 3 clusters Score -396875.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -396919.750000 Penalty: 3937.645996
	Iteration 5Q: 3 clusters Score -396919.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -396957.187500 Penalty: 3937.645996
	Iteration 6Q: 3 clusters Score -396957.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -396985.218750 Penalty: 3937.645996
	Iteration 7Q: 3 clusters Score -396985.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -396999.312500 Penalty: 3937.645996
	Iteration 8Q: 3 clusters Score -396999.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -397009.281250 Penalty: 3937.645996
	Iteration 9Q: 3 clusters Score -397009.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -397014.718750 Penalty: 3937.645996
	Iteration 10Q: 3 clusters Score -397014.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -397020.906250 Penalty: 3937.645996
	Iteration 11Q: 3 clusters Score -397020.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -397024.656250 Penalty: 3937.645996
	Iteration 12Q: 3 clusters Score -397024.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -397029.375000 Penalty: 3937.645996
	Iteration 13Q: 3 clusters Score -397029.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -397032.312500 Penalty: 3937.645996
	Iteration 14Q: 3 clusters Score -397032.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -397037.812500 Penalty: 3937.645996
	Iteration 15Q: 3 clusters Score -397037.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -397042.531250 Penalty: 3937.645996
	Iteration 16Q: 3 clusters Score -397042.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -397045.093750 Penalty: 3937.645996
	Iteration 17Q: 3 clusters Score -397045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -397045.750000 Penalty: 3937.645996
	Iteration 18Q: 3 clusters Score -397045.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -397045.750000 Penalty: 3937.645996
	Iteration 19F: 3 clusters Score -397045.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -57223.523438 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -57223.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -55792.730469 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -55792.73 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56023.179688 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -56023.18 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -56106.039062 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -56106.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -56161.777344 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -56161.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56216.824219 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -56216.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -56269.304688 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -56269.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56338.378906 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -56338.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56410.035156 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -56410.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56451.957031 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -56451.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -56486.480469 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -56486.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56515.921875 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -56515.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56548.167969 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -56548.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -56554.820312 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -56554.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -56579.148438 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -56579.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -56618.511719 Penalty: 3059.088379
	Iteration 14Q: 3 clusters Score -56618.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -56649.839844 Penalty: 3059.088379
	Iteration 15Q: 3 clusters Score -56649.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -56732.625000 Penalty: 3059.088379
	Iteration 16Q: 3 clusters Score -56732.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -56887.417969 Penalty: 3059.088379
	Iteration 17Q: 3 clusters Score -56887.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -57002.964844 Penalty: 3059.088379
	Iteration 18Q: 3 clusters Score -57002.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -57065.066406 Penalty: 3059.088379
	Iteration 19Q: 3 clusters Score -57065.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -57114.734375 Penalty: 3059.088379
	Iteration 20F: 3 clusters Score -57114.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -57138.601562 Penalty: 3059.088379
	Iteration 21Q: 3 clusters Score -57138.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57143.976562 Penalty: 3059.088379
	Iteration 22Q: 3 clusters Score -57143.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -57156.371094 Penalty: 3059.088379
	Iteration 23Q: 3 clusters Score -57156.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -57231.136719 Penalty: 3059.088379
	Iteration 24Q: 3 clusters Score -57231.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -57247.593750 Penalty: 3059.088379
	Iteration 25Q: 3 clusters Score -57247.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -57247.593750 Penalty: 3059.088379
	Iteration 26F: 3 clusters Score -57247.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 28785 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 75287 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142844 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51386 members 
Mstep: Class 16 contains 28713 members 
Mstep: Class 17 contains 50713 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 295 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27049 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283634 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 182 members 
Entering Unmasked Estep 
Score: -122223944.000000 Penalty: 98657.695312
Splitting cluster 19 changes total score from -122225800.000000 to -122223944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -48462.976562 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -48462.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -47179.820312 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -47179.82 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47812.437500 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -47812.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -48238.582031 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -48238.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48628.160156 Penalty: 3007.637451
	Iteration 3F: 3 clusters Score -48628.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -48743.847656 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -48743.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48768.980469 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -48768.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48785.250000 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -48785.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48806.660156 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -48806.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -48819.523438 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -48819.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48833.457031 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -48833.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -48857.222656 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -48857.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48874.910156 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -48874.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48911.300781 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -48911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -48933.636719 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -48933.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48940.980469 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -48940.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48959.757812 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -48959.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48983.515625 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -48983.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49020.593750 Penalty: 3007.637451
	Iteration 17Q: 3 clusters Score -49020.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49069.574219 Penalty: 3007.637451
	Iteration 18Q: 3 clusters Score -49069.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49159.105469 Penalty: 3007.637451
	Iteration 19Q: 3 clusters Score -49159.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49236.625000 Penalty: 3007.637451
	Iteration 20F: 3 clusters Score -49236.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49304.886719 Penalty: 3007.637451
	Iteration 21Q: 3 clusters Score -49304.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49375.914062 Penalty: 3007.637451
	Iteration 22Q: 3 clusters Score -49375.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49381.496094 Penalty: 3007.637451
	Iteration 23Q: 3 clusters Score -49381.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49384.925781 Penalty: 3007.637451
	Iteration 24Q: 3 clusters Score -49384.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49384.925781 Penalty: 3007.637451
	Iteration 25F: 3 clusters Score -49384.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 28785 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 75287 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142844 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51386 members 
Mstep: Class 16 contains 28713 members 
Mstep: Class 17 contains 50713 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 205 members 
Mstep: Class 21 contains 27049 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283634 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 225 members 
Entering Unmasked Estep 
Score: -122224768.000000 Penalty: 98657.695312
Splitting cluster 20 changes total score from -122225800.000000 to -122224768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (27049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Entering Unmasked Estep 
Score: -3781226.250000 Penalty: 2530.940430
	Iteration 0F: 2 clusters Score -3781226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3762621.000000 Penalty: 5061.880859
	Iteration 0F: 3 clusters Score -3762621 nChanged 12015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3769029.000000 Penalty: 5061.880859
	Iteration 1F: 3 clusters Score -3769029 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3769386.750000 Penalty: 5061.880859
	Iteration 2Q: 3 clusters Score -3769387 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3769665.000000 Penalty: 5061.880859
	Iteration 3Q: 3 clusters Score -3769665 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -3769889.500000 Penalty: 5061.880859
	Iteration 4Q: 3 clusters Score -3769890 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3770085.000000 Penalty: 5061.880859
	Iteration 5Q: 3 clusters Score -3770085 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -3770257.000000 Penalty: 5061.880859
	Iteration 6Q: 3 clusters Score -3770257 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -3770441.250000 Penalty: 5061.880859
	Iteration 7Q: 3 clusters Score -3770441 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -3770648.500000 Penalty: 5061.880859
	Iteration 8Q: 3 clusters Score -3770648 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -3770974.750000 Penalty: 5061.880859
	Iteration 9Q: 3 clusters Score -3770975 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -3771431.500000 Penalty: 5061.880859
	Iteration 10Q: 3 clusters Score -3771432 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -3772156.000000 Penalty: 5061.880859
	Iteration 11F: 3 clusters Score -3772156 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3773295.250000 Penalty: 5061.880859
	Iteration 12F: 3 clusters Score -3773295 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -3774749.750000 Penalty: 5061.880859
	Iteration 13F: 3 clusters Score -3774750 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3776282.750000 Penalty: 5061.880859
	Iteration 14F: 3 clusters Score -3776283 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3777514.250000 Penalty: 5061.880859
	Iteration 15Q: 3 clusters Score -3777514 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3778197.750000 Penalty: 5061.880859
	Iteration 16Q: 3 clusters Score -3778198 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3778566.750000 Penalty: 5061.880859
	Iteration 17Q: 3 clusters Score -3778567 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3778751.500000 Penalty: 5061.880859
	Iteration 18Q: 3 clusters Score -3778752 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3778838.000000 Penalty: 5061.880859
	Iteration 19Q: 3 clusters Score -3778838 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3778899.250000 Penalty: 5061.880859
	Iteration 20F: 3 clusters Score -3778899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3778943.500000 Penalty: 5061.880859
	Iteration 21Q: 3 clusters Score -3778944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3778972.500000 Penalty: 5061.880859
	Iteration 22Q: 3 clusters Score -3778972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3778988.750000 Penalty: 5061.880859
	Iteration 23Q: 3 clusters Score -3778989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3779006.000000 Penalty: 5061.880859
	Iteration 24Q: 3 clusters Score -3779006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3779006.750000 Penalty: 5061.880859
	Iteration 25Q: 3 clusters Score -3779007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3779012.000000 Penalty: 5061.880859
	Iteration 26Q: 3 clusters Score -3779012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3779016.750000 Penalty: 5061.880859
	Iteration 27Q: 3 clusters Score -3779017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3779021.500000 Penalty: 5061.880859
	Iteration 28Q: 3 clusters Score -3779022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3779021.000000 Penalty: 5061.880859
	Iteration 29Q: 3 clusters Score -3779021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3779022.750000 Penalty: 5061.880859
	Iteration 30Q: 3 clusters Score -3779023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3779028.250000 Penalty: 5061.880859
	Iteration 31Q: 3 clusters Score -3779028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3779032.000000 Penalty: 5061.880859
	Iteration 32Q: 3 clusters Score -3779032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3779031.500000 Penalty: 5061.880859
	Iteration 33Q: 3 clusters Score -3779032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -3779030.500000 Penalty: 5061.880859
	Iteration 34Q: 3 clusters Score -3779030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3779032.500000 Penalty: 5061.880859
	Iteration 35Q: 3 clusters Score -3779032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3779032.500000 Penalty: 5061.880859
	Iteration 36F: 3 clusters Score -3779032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -151886.656250 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -151886.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -149854.578125 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -149854.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -150176.921875 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -150176.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -150282.578125 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -150282.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -150317.640625 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -150317.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -150336.765625 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -150336.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -150349.625000 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -150349.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -150358.953125 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -150359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -150370.812500 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -150370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -150376.156250 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -150376.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -150377.093750 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -150377.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -150377.078125 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -150377.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -150377.078125 Penalty: 3483.342529
	Iteration 11F: 3 clusters Score -150377.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Entering Unmasked Estep 
Score: -4041249.250000 Penalty: 2553.341553
	Iteration 0F: 2 clusters Score -4041249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -4020759.750000 Penalty: 5106.683105
	Iteration 0F: 3 clusters Score -4020760 nChanged 13412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4028213.250000 Penalty: 5106.683105
	Iteration 1F: 3 clusters Score -4028213 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -4028769.500000 Penalty: 5106.683105
	Iteration 2F: 3 clusters Score -4028770 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -4029267.000000 Penalty: 5106.683105
	Iteration 3Q: 3 clusters Score -4029267 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -4029741.500000 Penalty: 5106.683105
	Iteration 4Q: 3 clusters Score -4029742 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -4030188.000000 Penalty: 5106.683105
	Iteration 5Q: 3 clusters Score -4030188 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4030656.750000 Penalty: 5106.683105
	Iteration 6Q: 3 clusters Score -4030657 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -4031124.250000 Penalty: 5106.683105
	Iteration 7Q: 3 clusters Score -4031124 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4031700.500000 Penalty: 5106.683105
	Iteration 8Q: 3 clusters Score -4031700 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4032369.000000 Penalty: 5106.683105
	Iteration 9Q: 3 clusters Score -4032369 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -4033127.500000 Penalty: 5106.683105
	Iteration 10Q: 3 clusters Score -4033128 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4033914.500000 Penalty: 5106.683105
	Iteration 11Q: 3 clusters Score -4033914 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -4034671.750000 Penalty: 5106.683105
	Iteration 12Q: 3 clusters Score -4034672 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -4035373.750000 Penalty: 5106.683105
	Iteration 13Q: 3 clusters Score -4035374 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4035974.750000 Penalty: 5106.683105
	Iteration 14Q: 3 clusters Score -4035975 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4036577.250000 Penalty: 5106.683105
	Iteration 15Q: 3 clusters Score -4036577 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -4037133.500000 Penalty: 5106.683105
	Iteration 16Q: 3 clusters Score -4037134 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -4037623.250000 Penalty: 5106.683105
	Iteration 17Q: 3 clusters Score -4037623 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -4037986.250000 Penalty: 5106.683105
	Iteration 18Q: 3 clusters Score -4037986 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -4038307.500000 Penalty: 5106.683105
	Iteration 19Q: 3 clusters Score -4038308 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -4038543.250000 Penalty: 5106.683105
	Iteration 20F: 3 clusters Score -4038543 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -4038761.250000 Penalty: 5106.683105
	Iteration 21Q: 3 clusters Score -4038761 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -4038894.000000 Penalty: 5106.683105
	Iteration 22Q: 3 clusters Score -4038894 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -4038984.750000 Penalty: 5106.683105
	Iteration 23Q: 3 clusters Score -4038985 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -4039081.250000 Penalty: 5106.683105
	Iteration 24Q: 3 clusters Score -4039081 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -4039133.500000 Penalty: 5106.683105
	Iteration 25Q: 3 clusters Score -4039134 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -4039188.500000 Penalty: 5106.683105
	Iteration 26Q: 3 clusters Score -4039188 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -4039232.750000 Penalty: 5106.683105
	Iteration 27Q: 3 clusters Score -4039233 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -4039267.000000 Penalty: 5106.683105
	Iteration 28Q: 3 clusters Score -4039267 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -4039290.250000 Penalty: 5106.683105
	Iteration 29Q: 3 clusters Score -4039290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4039305.250000 Penalty: 5106.683105
	Iteration 30Q: 3 clusters Score -4039305 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -4039328.000000 Penalty: 5106.683105
	Iteration 31Q: 3 clusters Score -4039328 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -4039338.750000 Penalty: 5106.683105
	Iteration 32Q: 3 clusters Score -4039339 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -4039357.250000 Penalty: 5106.683105
	Iteration 33Q: 3 clusters Score -4039357 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -4039359.250000 Penalty: 5106.683105
	Iteration 34Q: 3 clusters Score -4039359 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4039366.750000 Penalty: 5106.683105
	Iteration 35Q: 3 clusters Score -4039367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -4039377.250000 Penalty: 5106.683105
	Iteration 36Q: 3 clusters Score -4039377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -4039384.000000 Penalty: 5106.683105
	Iteration 37Q: 3 clusters Score -4039384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -4039384.750000 Penalty: 5106.683105
	Iteration 38Q: 3 clusters Score -4039385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -4039394.250000 Penalty: 5106.683105
	Iteration 39Q: 3 clusters Score -4039394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -4039396.000000 Penalty: 5106.683105
	Iteration 40F: 3 clusters Score -4039396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -4039399.250000 Penalty: 5106.683105
	Iteration 41Q: 3 clusters Score -4039399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -4039407.500000 Penalty: 5106.683105
	Iteration 42Q: 3 clusters Score -4039408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -4039409.500000 Penalty: 5106.683105
	Iteration 43Q: 3 clusters Score -4039410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -4039413.250000 Penalty: 5106.683105
	Iteration 44Q: 3 clusters Score -4039413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -4039412.750000 Penalty: 5106.683105
	Iteration 45Q: 3 clusters Score -4039413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -4039422.750000 Penalty: 5106.683105
	Iteration 46Q: 3 clusters Score -4039423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -4039434.000000 Penalty: 5106.683105
	Iteration 47Q: 3 clusters Score -4039434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -4039436.750000 Penalty: 5106.683105
	Iteration 48Q: 3 clusters Score -4039437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -4039450.250000 Penalty: 5106.683105
	Iteration 49Q: 3 clusters Score -4039450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -4039448.750000 Penalty: 5106.683105
	Iteration 50Q: 3 clusters Score -4039449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -4039453.000000 Penalty: 5106.683105
	Iteration 51Q: 3 clusters Score -4039453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -4039459.250000 Penalty: 5106.683105
	Iteration 52Q: 3 clusters Score -4039459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -4039467.750000 Penalty: 5106.683105
	Iteration 53Q: 3 clusters Score -4039468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 27505 members 
Entering Unmasked Estep 
Score: -4039463.000000 Penalty: 5106.683105
	Iteration 54Q: 3 clusters Score -4039463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -4039461.750000 Penalty: 5106.683105
	Iteration 55Q: 3 clusters Score -4039462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -4039458.750000 Penalty: 5106.683105
	Iteration 56Q: 3 clusters Score -4039459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -4039465.750000 Penalty: 5106.683105
	Iteration 57Q: 3 clusters Score -4039466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -4039465.750000 Penalty: 5106.683105
	Iteration 58Q: 3 clusters Score -4039466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -4039471.000000 Penalty: 5106.683105
	Iteration 59Q: 3 clusters Score -4039471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -4039475.750000 Penalty: 5106.683105
	Iteration 60F: 3 clusters Score -4039476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -4039474.000000 Penalty: 5106.683105
	Iteration 61Q: 3 clusters Score -4039474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -4039477.000000 Penalty: 5106.683105
	Iteration 62Q: 3 clusters Score -4039477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -4039481.750000 Penalty: 5106.683105
	Iteration 63Q: 3 clusters Score -4039482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -4039481.000000 Penalty: 5106.683105
	Iteration 64Q: 3 clusters Score -4039481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -4039484.750000 Penalty: 5106.683105
	Iteration 65Q: 3 clusters Score -4039485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -4039489.750000 Penalty: 5106.683105
	Iteration 66Q: 3 clusters Score -4039490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -4039487.750000 Penalty: 5106.683105
	Iteration 67Q: 3 clusters Score -4039488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -4039491.750000 Penalty: 5106.683105
	Iteration 68Q: 3 clusters Score -4039492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -4039491.750000 Penalty: 5106.683105
	Iteration 69Q: 3 clusters Score -4039492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -4039493.750000 Penalty: 5106.683105
	Iteration 70Q: 3 clusters Score -4039494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -4039497.750000 Penalty: 5106.683105
	Iteration 71Q: 3 clusters Score -4039498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -4039494.000000 Penalty: 5106.683105
	Iteration 72Q: 3 clusters Score -4039494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -4039498.750000 Penalty: 5106.683105
	Iteration 73Q: 3 clusters Score -4039499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -4039497.000000 Penalty: 5106.683105
	Iteration 74Q: 3 clusters Score -4039497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -4039499.250000 Penalty: 5106.683105
	Iteration 75Q: 3 clusters Score -4039499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -4039501.250000 Penalty: 5106.683105
	Iteration 76Q: 3 clusters Score -4039501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -4039504.000000 Penalty: 5106.683105
	Iteration 77Q: 3 clusters Score -4039504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -4039501.000000 Penalty: 5106.683105
	Iteration 78Q: 3 clusters Score -4039501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4039502.500000 Penalty: 5106.683105
	Iteration 79Q: 3 clusters Score -4039502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -4039505.750000 Penalty: 5106.683105
	Iteration 80F: 3 clusters Score -4039506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4039507.000000 Penalty: 5106.683105
	Iteration 81Q: 3 clusters Score -4039507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -4039506.500000 Penalty: 5106.683105
	Iteration 82Q: 3 clusters Score -4039506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -4039501.500000 Penalty: 5106.683105
	Iteration 83Q: 3 clusters Score -4039502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -4039503.500000 Penalty: 5106.683105
	Iteration 84Q: 3 clusters Score -4039504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -4039505.500000 Penalty: 5106.683105
	Iteration 85Q: 3 clusters Score -4039506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 27697 members 
Entering Unmasked Estep 
Score: -4039507.250000 Penalty: 5106.683105
	Iteration 86Q: 3 clusters Score -4039507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -4039511.250000 Penalty: 5106.683105
	Iteration 87Q: 3 clusters Score -4039511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -4039507.750000 Penalty: 5106.683105
	Iteration 88Q: 3 clusters Score -4039508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -4039520.000000 Penalty: 5106.683105
	Iteration 89Q: 3 clusters Score -4039520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -4039515.000000 Penalty: 5106.683105
	Iteration 90Q: 3 clusters Score -4039515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -4039508.750000 Penalty: 5106.683105
	Iteration 91Q: 3 clusters Score -4039509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -4039510.750000 Penalty: 5106.683105
	Iteration 92Q: 3 clusters Score -4039511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -4039515.750000 Penalty: 5106.683105
	Iteration 93Q: 3 clusters Score -4039516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -4039515.000000 Penalty: 5106.683105
	Iteration 94Q: 3 clusters Score -4039515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4039515.250000 Penalty: 5106.683105
	Iteration 95Q: 3 clusters Score -4039515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -4039515.250000 Penalty: 5106.683105
	Iteration 96F: 3 clusters Score -4039515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Entering Unmasked Estep 
Score: -802070.312500 Penalty: 2156.361084
	Iteration 0F: 2 clusters Score -802070.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -796988.312500 Penalty: 4312.722168
	Iteration 0F: 3 clusters Score -796988.3 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -798323.250000 Penalty: 4312.722168
	Iteration 1F: 3 clusters Score -798323.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -798647.437500 Penalty: 4312.722168
	Iteration 2F: 3 clusters Score -798647.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -798925.625000 Penalty: 4312.722168
	Iteration 3F: 3 clusters Score -798925.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -799167.062500 Penalty: 4312.722168
	Iteration 4F: 3 clusters Score -799167.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -799392.000000 Penalty: 4312.722168
	Iteration 5Q: 3 clusters Score -799392 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -799593.312500 Penalty: 4312.722168
	Iteration 6Q: 3 clusters Score -799593.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -799770.437500 Penalty: 4312.722168
	Iteration 7Q: 3 clusters Score -799770.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -799933.937500 Penalty: 4312.722168
	Iteration 8Q: 3 clusters Score -799933.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -800087.250000 Penalty: 4312.722168
	Iteration 9Q: 3 clusters Score -800087.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -800222.750000 Penalty: 4312.722168
	Iteration 10Q: 3 clusters Score -800222.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -800339.125000 Penalty: 4312.722168
	Iteration 11Q: 3 clusters Score -800339.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -800412.125000 Penalty: 4312.722168
	Iteration 12Q: 3 clusters Score -800412.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -800467.812500 Penalty: 4312.722168
	Iteration 13Q: 3 clusters Score -800467.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -800507.187500 Penalty: 4312.722168
	Iteration 14Q: 3 clusters Score -800507.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -800535.812500 Penalty: 4312.722168
	Iteration 15Q: 3 clusters Score -800535.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -800570.187500 Penalty: 4312.722168
	Iteration 16Q: 3 clusters Score -800570.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -800602.687500 Penalty: 4312.722168
	Iteration 17Q: 3 clusters Score -800602.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -800623.125000 Penalty: 4312.722168
	Iteration 18Q: 3 clusters Score -800623.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -800634.937500 Penalty: 4312.722168
	Iteration 19Q: 3 clusters Score -800634.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -800645.312500 Penalty: 4312.722168
	Iteration 20F: 3 clusters Score -800645.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -800651.000000 Penalty: 4312.722168
	Iteration 21Q: 3 clusters Score -800651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -800655.625000 Penalty: 4312.722168
	Iteration 22Q: 3 clusters Score -800655.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -800660.250000 Penalty: 4312.722168
	Iteration 23Q: 3 clusters Score -800660.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -800666.812500 Penalty: 4312.722168
	Iteration 24Q: 3 clusters Score -800666.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -800672.687500 Penalty: 4312.722168
	Iteration 25Q: 3 clusters Score -800672.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -800680.375000 Penalty: 4312.722168
	Iteration 26Q: 3 clusters Score -800680.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -800703.312500 Penalty: 4312.722168
	Iteration 27Q: 3 clusters Score -800703.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -800725.000000 Penalty: 4312.722168
	Iteration 28Q: 3 clusters Score -800725 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -800743.750000 Penalty: 4312.722168
	Iteration 29Q: 3 clusters Score -800743.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -800753.937500 Penalty: 4312.722168
	Iteration 30Q: 3 clusters Score -800753.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -800763.875000 Penalty: 4312.722168
	Iteration 31Q: 3 clusters Score -800763.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -800771.750000 Penalty: 4312.722168
	Iteration 32Q: 3 clusters Score -800771.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -800776.937500 Penalty: 4312.722168
	Iteration 33Q: 3 clusters Score -800776.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -800782.500000 Penalty: 4312.722168
	Iteration 34Q: 3 clusters Score -800782.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -800787.250000 Penalty: 4312.722168
	Iteration 35Q: 3 clusters Score -800787.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -800793.250000 Penalty: 4312.722168
	Iteration 36Q: 3 clusters Score -800793.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -800798.562500 Penalty: 4312.722168
	Iteration 37Q: 3 clusters Score -800798.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -800799.187500 Penalty: 4312.722168
	Iteration 38Q: 3 clusters Score -800799.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -800800.687500 Penalty: 4312.722168
	Iteration 39Q: 3 clusters Score -800800.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -800802.875000 Penalty: 4312.722168
	Iteration 40F: 3 clusters Score -800802.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -800805.375000 Penalty: 4312.722168
	Iteration 41Q: 3 clusters Score -800805.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -800810.187500 Penalty: 4312.722168
	Iteration 42Q: 3 clusters Score -800810.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -800812.687500 Penalty: 4312.722168
	Iteration 43Q: 3 clusters Score -800812.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -800816.062500 Penalty: 4312.722168
	Iteration 44Q: 3 clusters Score -800816.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -800817.187500 Penalty: 4312.722168
	Iteration 45Q: 3 clusters Score -800817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -800818.687500 Penalty: 4312.722168
	Iteration 46Q: 3 clusters Score -800818.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -800819.875000 Penalty: 4312.722168
	Iteration 47Q: 3 clusters Score -800819.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -800820.250000 Penalty: 4312.722168
	Iteration 48Q: 3 clusters Score -800820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -800820.812500 Penalty: 4312.722168
	Iteration 49Q: 3 clusters Score -800820.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -800821.625000 Penalty: 4312.722168
	Iteration 50Q: 3 clusters Score -800821.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -800821.937500 Penalty: 4312.722168
	Iteration 51Q: 3 clusters Score -800821.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -800821.937500 Penalty: 4312.722168
	Iteration 52F: 3 clusters Score -800821.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -23364.125000 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -23364.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22278.140625 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -22278.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22333.115234 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -22333.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22336.322266 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -22336.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22343.224609 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -22343.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22343.224609 Penalty: 2594.629883
	Iteration 4F: 3 clusters Score -22343.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Entering Unmasked Estep 
Score: -2255735.000000 Penalty: 2401.699951
	Iteration 0F: 2 clusters Score -2255735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2244222.500000 Penalty: 4803.399902
	Iteration 0F: 3 clusters Score -2244222 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -2247788.250000 Penalty: 4803.399902
	Iteration 1F: 3 clusters Score -2247788 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2248132.000000 Penalty: 4803.399902
	Iteration 2F: 3 clusters Score -2248132 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2248388.250000 Penalty: 4803.399902
	Iteration 3Q: 3 clusters Score -2248388 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2248595.000000 Penalty: 4803.399902
	Iteration 4Q: 3 clusters Score -2248595 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2248797.500000 Penalty: 4803.399902
	Iteration 5Q: 3 clusters Score -2248798 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2249022.500000 Penalty: 4803.399902
	Iteration 6Q: 3 clusters Score -2249022 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2249241.750000 Penalty: 4803.399902
	Iteration 7Q: 3 clusters Score -2249242 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2249515.750000 Penalty: 4803.399902
	Iteration 8Q: 3 clusters Score -2249516 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2249799.250000 Penalty: 4803.399902
	Iteration 9Q: 3 clusters Score -2249799 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2250127.000000 Penalty: 4803.399902
	Iteration 10Q: 3 clusters Score -2250127 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2250526.750000 Penalty: 4803.399902
	Iteration 11Q: 3 clusters Score -2250527 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -2251011.000000 Penalty: 4803.399902
	Iteration 12Q: 3 clusters Score -2251011 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -2251553.500000 Penalty: 4803.399902
	Iteration 13Q: 3 clusters Score -2251554 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2252052.500000 Penalty: 4803.399902
	Iteration 14Q: 3 clusters Score -2252052 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2252383.000000 Penalty: 4803.399902
	Iteration 15Q: 3 clusters Score -2252383 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2252561.750000 Penalty: 4803.399902
	Iteration 16Q: 3 clusters Score -2252562 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -2252679.250000 Penalty: 4803.399902
	Iteration 17Q: 3 clusters Score -2252679 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2252769.500000 Penalty: 4803.399902
	Iteration 18Q: 3 clusters Score -2252770 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2252844.750000 Penalty: 4803.399902
	Iteration 19Q: 3 clusters Score -2252845 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -2252911.000000 Penalty: 4803.399902
	Iteration 20F: 3 clusters Score -2252911 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2252965.250000 Penalty: 4803.399902
	Iteration 21Q: 3 clusters Score -2252965 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2253019.250000 Penalty: 4803.399902
	Iteration 22Q: 3 clusters Score -2253019 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2253074.250000 Penalty: 4803.399902
	Iteration 23Q: 3 clusters Score -2253074 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2253122.250000 Penalty: 4803.399902
	Iteration 24Q: 3 clusters Score -2253122 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2253165.250000 Penalty: 4803.399902
	Iteration 25Q: 3 clusters Score -2253165 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2253202.750000 Penalty: 4803.399902
	Iteration 26Q: 3 clusters Score -2253203 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2253241.500000 Penalty: 4803.399902
	Iteration 27Q: 3 clusters Score -2253242 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2253266.500000 Penalty: 4803.399902
	Iteration 28Q: 3 clusters Score -2253266 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2253294.750000 Penalty: 4803.399902
	Iteration 29Q: 3 clusters Score -2253295 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2253319.000000 Penalty: 4803.399902
	Iteration 30Q: 3 clusters Score -2253319 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -2253327.750000 Penalty: 4803.399902
	Iteration 31Q: 3 clusters Score -2253328 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2253344.750000 Penalty: 4803.399902
	Iteration 32Q: 3 clusters Score -2253345 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2253359.500000 Penalty: 4803.399902
	Iteration 33Q: 3 clusters Score -2253360 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2253379.500000 Penalty: 4803.399902
	Iteration 34Q: 3 clusters Score -2253380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2253396.500000 Penalty: 4803.399902
	Iteration 35Q: 3 clusters Score -2253396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2253419.000000 Penalty: 4803.399902
	Iteration 36Q: 3 clusters Score -2253419 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -2253433.250000 Penalty: 4803.399902
	Iteration 37Q: 3 clusters Score -2253433 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2253449.250000 Penalty: 4803.399902
	Iteration 38Q: 3 clusters Score -2253449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -2253464.500000 Penalty: 4803.399902
	Iteration 39Q: 3 clusters Score -2253464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2253475.000000 Penalty: 4803.399902
	Iteration 40F: 3 clusters Score -2253475 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2253489.000000 Penalty: 4803.399902
	Iteration 41Q: 3 clusters Score -2253489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2253506.000000 Penalty: 4803.399902
	Iteration 42Q: 3 clusters Score -2253506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2253516.750000 Penalty: 4803.399902
	Iteration 43Q: 3 clusters Score -2253517 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2253538.000000 Penalty: 4803.399902
	Iteration 44Q: 3 clusters Score -2253538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2253568.500000 Penalty: 4803.399902
	Iteration 45Q: 3 clusters Score -2253568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2253591.000000 Penalty: 4803.399902
	Iteration 46Q: 3 clusters Score -2253591 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2253604.000000 Penalty: 4803.399902
	Iteration 47Q: 3 clusters Score -2253604 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2253616.250000 Penalty: 4803.399902
	Iteration 48Q: 3 clusters Score -2253616 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2253636.750000 Penalty: 4803.399902
	Iteration 49Q: 3 clusters Score -2253637 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2253649.000000 Penalty: 4803.399902
	Iteration 50Q: 3 clusters Score -2253649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2253662.750000 Penalty: 4803.399902
	Iteration 51Q: 3 clusters Score -2253663 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2253667.750000 Penalty: 4803.399902
	Iteration 52Q: 3 clusters Score -2253668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2253681.750000 Penalty: 4803.399902
	Iteration 53Q: 3 clusters Score -2253682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2253685.250000 Penalty: 4803.399902
	Iteration 54Q: 3 clusters Score -2253685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2253690.000000 Penalty: 4803.399902
	Iteration 55Q: 3 clusters Score -2253690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2253692.500000 Penalty: 4803.399902
	Iteration 56Q: 3 clusters Score -2253692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2253698.500000 Penalty: 4803.399902
	Iteration 57Q: 3 clusters Score -2253698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2253696.500000 Penalty: 4803.399902
	Iteration 58Q: 3 clusters Score -2253696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -2253708.000000 Penalty: 4803.399902
	Iteration 59Q: 3 clusters Score -2253708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2253713.000000 Penalty: 4803.399902
	Iteration 60F: 3 clusters Score -2253713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2253718.000000 Penalty: 4803.399902
	Iteration 61Q: 3 clusters Score -2253718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2253728.500000 Penalty: 4803.399902
	Iteration 62Q: 3 clusters Score -2253728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2253729.750000 Penalty: 4803.399902
	Iteration 63Q: 3 clusters Score -2253730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2253732.500000 Penalty: 4803.399902
	Iteration 64Q: 3 clusters Score -2253732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2253737.250000 Penalty: 4803.399902
	Iteration 65Q: 3 clusters Score -2253737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2253745.750000 Penalty: 4803.399902
	Iteration 66Q: 3 clusters Score -2253746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2253746.750000 Penalty: 4803.399902
	Iteration 67Q: 3 clusters Score -2253747 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2253745.250000 Penalty: 4803.399902
	Iteration 68Q: 3 clusters Score -2253745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2253749.000000 Penalty: 4803.399902
	Iteration 69Q: 3 clusters Score -2253749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2253755.500000 Penalty: 4803.399902
	Iteration 70Q: 3 clusters Score -2253756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2253763.750000 Penalty: 4803.399902
	Iteration 71Q: 3 clusters Score -2253764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2253760.000000 Penalty: 4803.399902
	Iteration 72Q: 3 clusters Score -2253760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2253761.000000 Penalty: 4803.399902
	Iteration 73Q: 3 clusters Score -2253761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2253764.750000 Penalty: 4803.399902
	Iteration 74Q: 3 clusters Score -2253765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2253771.000000 Penalty: 4803.399902
	Iteration 75Q: 3 clusters Score -2253771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2253768.250000 Penalty: 4803.399902
	Iteration 76Q: 3 clusters Score -2253768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2253768.750000 Penalty: 4803.399902
	Iteration 77Q: 3 clusters Score -2253769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2253767.500000 Penalty: 4803.399902
	Iteration 78Q: 3 clusters Score -2253768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2253772.500000 Penalty: 4803.399902
	Iteration 79Q: 3 clusters Score -2253772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2253778.000000 Penalty: 4803.399902
	Iteration 80F: 3 clusters Score -2253778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2253774.500000 Penalty: 4803.399902
	Iteration 81Q: 3 clusters Score -2253774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2253777.750000 Penalty: 4803.399902
	Iteration 82Q: 3 clusters Score -2253778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2253778.250000 Penalty: 4803.399902
	Iteration 83Q: 3 clusters Score -2253778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2253778.000000 Penalty: 4803.399902
	Iteration 84Q: 3 clusters Score -2253778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2253778.000000 Penalty: 4803.399902
	Iteration 85F: 3 clusters Score -2253778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (283634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283634 members 
Entering Unmasked Estep 
Score: -39533496.000000 Penalty: 3113.749023
	Iteration 0F: 2 clusters Score -3.95335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141694 members 
Mstep: Class 2 contains 141940 members 
Entering Unmasked Estep 
Score: -39382996.000000 Penalty: 6227.498047
	Iteration 0F: 3 clusters Score -3.9383e+07 nChanged 137242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141346 members 
Mstep: Class 2 contains 142288 members 
Entering Unmasked Estep 
Score: -39465332.000000 Penalty: 6227.498047
	Iteration 1F: 3 clusters Score -3.946533e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141294 members 
Mstep: Class 2 contains 142340 members 
Entering Unmasked Estep 
Score: -39467268.000000 Penalty: 6227.498047
	Iteration 2Q: 3 clusters Score -3.946727e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141191 members 
Mstep: Class 2 contains 142443 members 
Entering Unmasked Estep 
Score: -39470236.000000 Penalty: 6227.498047
	Iteration 3Q: 3 clusters Score -3.947024e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140798 members 
Mstep: Class 2 contains 142836 members 
Entering Unmasked Estep 
Score: -39474084.000000 Penalty: 6227.498047
	Iteration 4Q: 3 clusters Score -3.947408e+07 nChanged 12716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139910 members 
Mstep: Class 2 contains 143724 members 
Entering Unmasked Estep 
Score: -39479872.000000 Penalty: 6227.498047
	Iteration 5Q: 3 clusters Score -3.947987e+07 nChanged 14340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138328 members 
Mstep: Class 2 contains 145306 members 
Entering Unmasked Estep 
Score: -39486360.000000 Penalty: 6227.498047
	Iteration 6F: 3 clusters Score -3.948636e+07 nChanged 15408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136002 members 
Mstep: Class 2 contains 147632 members 
Entering Unmasked Estep 
Score: -39495136.000000 Penalty: 6227.498047
	Iteration 7F: 3 clusters Score -3.949514e+07 nChanged 15928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132828 members 
Mstep: Class 2 contains 150806 members 
Entering Unmasked Estep 
Score: -39504804.000000 Penalty: 6227.498047
	Iteration 8F: 3 clusters Score -3.95048e+07 nChanged 15102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129562 members 
Mstep: Class 2 contains 154072 members 
Entering Unmasked Estep 
Score: -39513628.000000 Penalty: 6227.498047
	Iteration 9F: 3 clusters Score -3.951363e+07 nChanged 12477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126897 members 
Mstep: Class 2 contains 156737 members 
Entering Unmasked Estep 
Score: -39518364.000000 Penalty: 6227.498047
	Iteration 10Q: 3 clusters Score -3.951836e+07 nChanged 8663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124602 members 
Mstep: Class 2 contains 159032 members 
Entering Unmasked Estep 
Score: -39520564.000000 Penalty: 6227.498047
	Iteration 11Q: 3 clusters Score -3.952056e+07 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122401 members 
Mstep: Class 2 contains 161233 members 
Entering Unmasked Estep 
Score: -39521428.000000 Penalty: 6227.498047
	Iteration 12Q: 3 clusters Score -3.952143e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120182 members 
Mstep: Class 2 contains 163452 members 
Entering Unmasked Estep 
Score: -39521632.000000 Penalty: 6227.498047
	Iteration 13Q: 3 clusters Score -3.952163e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117718 members 
Mstep: Class 2 contains 165916 members 
Entering Unmasked Estep 
Score: -39521740.000000 Penalty: 6227.498047
	Iteration 14Q: 3 clusters Score -3.952174e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115113 members 
Mstep: Class 2 contains 168521 members 
Entering Unmasked Estep 
Score: -39521992.000000 Penalty: 6227.498047
	Iteration 15Q: 3 clusters Score -3.952199e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112240 members 
Mstep: Class 2 contains 171394 members 
Entering Unmasked Estep 
Score: -39522536.000000 Penalty: 6227.498047
	Iteration 16Q: 3 clusters Score -3.952254e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109073 members 
Mstep: Class 2 contains 174561 members 
Entering Unmasked Estep 
Score: -39522960.000000 Penalty: 6227.498047
	Iteration 17Q: 3 clusters Score -3.952296e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105600 members 
Mstep: Class 2 contains 178034 members 
Entering Unmasked Estep 
Score: -39523360.000000 Penalty: 6227.498047
	Iteration 18Q: 3 clusters Score -3.952336e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101726 members 
Mstep: Class 2 contains 181908 members 
Entering Unmasked Estep 
Score: -39523776.000000 Penalty: 6227.498047
	Iteration 19Q: 3 clusters Score -3.952378e+07 nChanged 4280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97632 members 
Mstep: Class 2 contains 186002 members 
Entering Unmasked Estep 
Score: -39524272.000000 Penalty: 6227.498047
	Iteration 20F: 3 clusters Score -3.952427e+07 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93292 members 
Mstep: Class 2 contains 190342 members 
Entering Unmasked Estep 
Score: -39525080.000000 Penalty: 6227.498047
	Iteration 21Q: 3 clusters Score -3.952508e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88767 members 
Mstep: Class 2 contains 194867 members 
Entering Unmasked Estep 
Score: -39526008.000000 Penalty: 6227.498047
	Iteration 22Q: 3 clusters Score -3.952601e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84064 members 
Mstep: Class 2 contains 199570 members 
Entering Unmasked Estep 
Score: -39527072.000000 Penalty: 6227.498047
	Iteration 23Q: 3 clusters Score -3.952707e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 204512 members 
Entering Unmasked Estep 
Score: -39528188.000000 Penalty: 6227.498047
	Iteration 24Q: 3 clusters Score -3.952819e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73949 members 
Mstep: Class 2 contains 209685 members 
Entering Unmasked Estep 
Score: -39529660.000000 Penalty: 6227.498047
	Iteration 25Q: 3 clusters Score -3.952966e+07 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68448 members 
Mstep: Class 2 contains 215186 members 
Entering Unmasked Estep 
Score: -39531220.000000 Penalty: 6227.498047
	Iteration 26Q: 3 clusters Score -3.953122e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 221206 members 
Entering Unmasked Estep 
Score: -39533180.000000 Penalty: 6227.498047
	Iteration 27Q: 3 clusters Score -3.953318e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56100 members 
Mstep: Class 2 contains 227534 members 
Entering Unmasked Estep 
Score: -39535084.000000 Penalty: 6227.498047
	Iteration 28Q: 3 clusters Score -3.953508e+07 nChanged 6468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49648 members 
Mstep: Class 2 contains 233986 members 
Entering Unmasked Estep 
Score: -39536344.000000 Penalty: 6227.498047
	Iteration 29Q: 3 clusters Score -3.953634e+07 nChanged 6069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 240037 members 
Entering Unmasked Estep 
Score: -39537932.000000 Penalty: 6227.498047
	Iteration 30Q: 3 clusters Score -3.953793e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 245807 members 
Entering Unmasked Estep 
Score: -39538904.000000 Penalty: 6227.498047
	Iteration 31Q: 3 clusters Score -3.95389e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 251337 members 
Entering Unmasked Estep 
Score: -39538776.000000 Penalty: 6227.498047
	Iteration 32Q: 3 clusters Score -3.953878e+07 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 256389 members 
Entering Unmasked Estep 
Score: -39537944.000000 Penalty: 6227.498047
	Iteration 33Q: 3 clusters Score -3.953794e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 260783 members 
Entering Unmasked Estep 
Score: -39538084.000000 Penalty: 6227.498047
	Iteration 34Q: 3 clusters Score -3.953808e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 264650 members 
Entering Unmasked Estep 
Score: -39537004.000000 Penalty: 6227.498047
	Iteration 35Q: 3 clusters Score -3.9537e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 267930 members 
Entering Unmasked Estep 
Score: -39536256.000000 Penalty: 6227.498047
	Iteration 36Q: 3 clusters Score -3.953626e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 270638 members 
Entering Unmasked Estep 
Score: -39535644.000000 Penalty: 6227.498047
	Iteration 37Q: 3 clusters Score -3.953564e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 272861 members 
Entering Unmasked Estep 
Score: -39534788.000000 Penalty: 6227.498047
	Iteration 38Q: 3 clusters Score -3.953479e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 274590 members 
Entering Unmasked Estep 
Score: -39534132.000000 Penalty: 6227.498047
	Iteration 39Q: 3 clusters Score -3.953413e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 276023 members 
Entering Unmasked Estep 
Score: -39533748.000000 Penalty: 6227.498047
	Iteration 40F: 3 clusters Score -3.953375e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 277271 members 
Entering Unmasked Estep 
Score: -39533260.000000 Penalty: 6227.498047
	Iteration 41Q: 3 clusters Score -3.953326e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 278301 members 
Entering Unmasked Estep 
Score: -39532836.000000 Penalty: 6227.498047
	Iteration 42Q: 3 clusters Score -3.953284e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 279115 members 
Entering Unmasked Estep 
Score: -39532592.000000 Penalty: 6227.498047
	Iteration 43Q: 3 clusters Score -3.953259e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 279775 members 
Entering Unmasked Estep 
Score: -39532344.000000 Penalty: 6227.498047
	Iteration 44Q: 3 clusters Score -3.953234e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 280305 members 
Entering Unmasked Estep 
Score: -39532328.000000 Penalty: 6227.498047
	Iteration 45Q: 3 clusters Score -3.953233e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 280729 members 
Entering Unmasked Estep 
Score: -39532332.000000 Penalty: 6227.498047
	Iteration 46Q: 3 clusters Score -3.953233e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 281062 members 
Entering Unmasked Estep 
Score: -39532288.000000 Penalty: 6227.498047
	Iteration 47Q: 3 clusters Score -3.953229e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 281337 members 
Entering Unmasked Estep 
Score: -39532164.000000 Penalty: 6227.498047
	Iteration 48Q: 3 clusters Score -3.953216e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 281532 members 
Entering Unmasked Estep 
Score: -39532076.000000 Penalty: 6227.498047
	Iteration 49Q: 3 clusters Score -3.953208e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 281682 members 
Entering Unmasked Estep 
Score: -39532136.000000 Penalty: 6227.498047
	Iteration 50Q: 3 clusters Score -3.953214e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 281784 members 
Entering Unmasked Estep 
Score: -39532168.000000 Penalty: 6227.498047
	Iteration 51Q: 3 clusters Score -3.953217e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 281874 members 
Entering Unmasked Estep 
Score: -39532168.000000 Penalty: 6227.498047
	Iteration 52Q: 3 clusters Score -3.953217e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 281929 members 
Entering Unmasked Estep 
Score: -39532196.000000 Penalty: 6227.498047
	Iteration 53Q: 3 clusters Score -3.95322e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 281968 members 
Entering Unmasked Estep 
Score: -39532176.000000 Penalty: 6227.498047
	Iteration 54Q: 3 clusters Score -3.953218e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 282007 members 
Entering Unmasked Estep 
Score: -39532208.000000 Penalty: 6227.498047
	Iteration 55Q: 3 clusters Score -3.953221e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 282045 members 
Entering Unmasked Estep 
Score: -39532224.000000 Penalty: 6227.498047
	Iteration 56Q: 3 clusters Score -3.953222e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 282083 members 
Entering Unmasked Estep 
Score: -39532292.000000 Penalty: 6227.498047
	Iteration 57Q: 3 clusters Score -3.953229e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 282117 members 
Entering Unmasked Estep 
Score: -39532284.000000 Penalty: 6227.498047
	Iteration 58Q: 3 clusters Score -3.953228e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 282147 members 
Entering Unmasked Estep 
Score: -39532288.000000 Penalty: 6227.498047
	Iteration 59Q: 3 clusters Score -3.953229e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 282172 members 
Entering Unmasked Estep 
Score: -39532296.000000 Penalty: 6227.498047
	Iteration 60F: 3 clusters Score -3.95323e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 282198 members 
Entering Unmasked Estep 
Score: -39532348.000000 Penalty: 6227.498047
	Iteration 61Q: 3 clusters Score -3.953235e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 282217 members 
Entering Unmasked Estep 
Score: -39532352.000000 Penalty: 6227.498047
	Iteration 62Q: 3 clusters Score -3.953235e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 282233 members 
Entering Unmasked Estep 
Score: -39532360.000000 Penalty: 6227.498047
	Iteration 63Q: 3 clusters Score -3.953236e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 282240 members 
Entering Unmasked Estep 
Score: -39532356.000000 Penalty: 6227.498047
	Iteration 64Q: 3 clusters Score -3.953236e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 282250 members 
Entering Unmasked Estep 
Score: -39532380.000000 Penalty: 6227.498047
	Iteration 65Q: 3 clusters Score -3.953238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 282258 members 
Entering Unmasked Estep 
Score: -39532396.000000 Penalty: 6227.498047
	Iteration 66Q: 3 clusters Score -3.95324e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 282264 members 
Entering Unmasked Estep 
Score: -39532392.000000 Penalty: 6227.498047
	Iteration 67Q: 3 clusters Score -3.953239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 282263 members 
Entering Unmasked Estep 
Score: -39532404.000000 Penalty: 6227.498047
	Iteration 68Q: 3 clusters Score -3.95324e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 282264 members 
Entering Unmasked Estep 
Score: -39532416.000000 Penalty: 6227.498047
	Iteration 69Q: 3 clusters Score -3.953242e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 282274 members 
Entering Unmasked Estep 
Score: -39532400.000000 Penalty: 6227.498047
	Iteration 70Q: 3 clusters Score -3.95324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 282282 members 
Entering Unmasked Estep 
Score: -39532416.000000 Penalty: 6227.498047
	Iteration 71Q: 3 clusters Score -3.953242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 282288 members 
Entering Unmasked Estep 
Score: -39532400.000000 Penalty: 6227.498047
	Iteration 72Q: 3 clusters Score -3.95324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 282297 members 
Entering Unmasked Estep 
Score: -39532408.000000 Penalty: 6227.498047
	Iteration 73Q: 3 clusters Score -3.953241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 282304 members 
Entering Unmasked Estep 
Score: -39532420.000000 Penalty: 6227.498047
	Iteration 74Q: 3 clusters Score -3.953242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 282307 members 
Entering Unmasked Estep 
Score: -39532456.000000 Penalty: 6227.498047
	Iteration 75Q: 3 clusters Score -3.953246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 282310 members 
Entering Unmasked Estep 
Score: -39532488.000000 Penalty: 6227.498047
	Iteration 76Q: 3 clusters Score -3.953249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 282313 members 
Entering Unmasked Estep 
Score: -39532472.000000 Penalty: 6227.498047
	Iteration 77Q: 3 clusters Score -3.953247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 282316 members 
Entering Unmasked Estep 
Score: -39532464.000000 Penalty: 6227.498047
	Iteration 78Q: 3 clusters Score -3.953246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 282316 members 
Entering Unmasked Estep 
Score: -39532468.000000 Penalty: 6227.498047
	Iteration 79Q: 3 clusters Score -3.953247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 282313 members 
Entering Unmasked Estep 
Score: -39532488.000000 Penalty: 6227.498047
	Iteration 80F: 3 clusters Score -3.953249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 282311 members 
Entering Unmasked Estep 
Score: -39532480.000000 Penalty: 6227.498047
	Iteration 81Q: 3 clusters Score -3.953248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 282310 members 
Entering Unmasked Estep 
Score: -39532492.000000 Penalty: 6227.498047
	Iteration 82Q: 3 clusters Score -3.953249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 282310 members 
Entering Unmasked Estep 
Score: -39532504.000000 Penalty: 6227.498047
	Iteration 83Q: 3 clusters Score -3.95325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 282311 members 
Entering Unmasked Estep 
Score: -39532492.000000 Penalty: 6227.498047
	Iteration 84Q: 3 clusters Score -3.953249e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 282311 members 
Entering Unmasked Estep 
Score: -39532496.000000 Penalty: 6227.498047
	Iteration 85Q: 3 clusters Score -3.95325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 282311 members 
Entering Unmasked Estep 
Score: -39532496.000000 Penalty: 6227.498047
	Iteration 86Q: 3 clusters Score -3.95325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 282312 members 
Entering Unmasked Estep 
Score: -39532492.000000 Penalty: 6227.498047
	Iteration 87Q: 3 clusters Score -3.953249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 282311 members 
Entering Unmasked Estep 
Score: -39532488.000000 Penalty: 6227.498047
	Iteration 88Q: 3 clusters Score -3.953249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 282310 members 
Entering Unmasked Estep 
Score: -39532480.000000 Penalty: 6227.498047
	Iteration 89Q: 3 clusters Score -3.953248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 282310 members 
Entering Unmasked Estep 
Score: -39532480.000000 Penalty: 6227.498047
	Iteration 90F: 3 clusters Score -3.953248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -140349.093750 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -140349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -138422.406250 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -138422.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -138864.015625 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -138864 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -139049.500000 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -139049.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -139214.656250 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -139214.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -139422.484375 Penalty: 3455.615723
	Iteration 4F: 3 clusters Score -139422.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -139651.562500 Penalty: 3455.615723
	Iteration 5F: 3 clusters Score -139651.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -139959.828125 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -139959.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -140202.796875 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -140202.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -140366.500000 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -140366.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -140481.671875 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -140481.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -140574.875000 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -140574.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -140625.812500 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -140625.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -140641.500000 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -140641.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -140642.687500 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -140642.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -140645.343750 Penalty: 3455.615723
	Iteration 14Q: 3 clusters Score -140645.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -140645.343750 Penalty: 3455.615723
	Iteration 15F: 3 clusters Score -140645.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 28785 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 75287 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142844 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51386 members 
Mstep: Class 16 contains 28713 members 
Mstep: Class 17 contains 50713 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27049 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283634 members 
Mstep: Class 28 contains 501 members 
Mstep: Class 29 contains 560 members 
Entering Unmasked Estep 
Score: -122224504.000000 Penalty: 98657.695312
Splitting cluster 28 changes total score from -122225800.000000 to -122224504.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 28785 members 
Mstep: Class 3 contains 46587 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 75287 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142844 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7163 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51386 members 
Mstep: Class 16 contains 28713 members 
Mstep: Class 17 contains 50713 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27049 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283634 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225824.000000 Penalty: 95255.710938
Iteration 199Q: 29 clusters Score -1.222258e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 28785 members 
Mstep: Class 3 contains 46589 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3984 members 
Mstep: Class 7 contains 75291 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142844 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7162 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51388 members 
Mstep: Class 16 contains 28710 members 
Mstep: Class 17 contains 50701 members 
Mstep: Class 18 contains 2804 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27057 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283634 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225792.000000 Penalty: 95255.710938
Iteration 200F: 29 clusters Score -1.222258e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 28784 members 
Mstep: Class 3 contains 46589 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75295 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142844 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28710 members 
Mstep: Class 17 contains 50692 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27065 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283633 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225888.000000 Penalty: 95255.710938
Iteration 201Q: 29 clusters Score -1.222259e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 28784 members 
Mstep: Class 3 contains 46589 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75295 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142844 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52260 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28710 members 
Mstep: Class 17 contains 50687 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27070 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283631 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225880.000000 Penalty: 95255.710938
Iteration 202Q: 29 clusters Score -1.222259e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 28784 members 
Mstep: Class 3 contains 46590 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75297 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142843 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28710 members 
Mstep: Class 17 contains 50679 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27074 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16064 members 
Mstep: Class 27 contains 283633 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225832.000000 Penalty: 95255.710938
Iteration 203Q: 29 clusters Score -1.222258e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 28785 members 
Mstep: Class 3 contains 46589 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75296 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142842 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28710 members 
Mstep: Class 17 contains 50675 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27075 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29606 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16066 members 
Mstep: Class 27 contains 283636 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225808.000000 Penalty: 95255.710938
Iteration 204Q: 29 clusters Score -1.222258e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46589 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75300 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142843 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7161 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28709 members 
Mstep: Class 17 contains 50668 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27075 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16067 members 
Mstep: Class 27 contains 283639 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225752.000000 Penalty: 95255.710938
Iteration 205Q: 29 clusters Score -1.222258e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46588 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75305 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142844 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28709 members 
Mstep: Class 17 contains 50661 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27076 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16065 members 
Mstep: Class 27 contains 283643 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225744.000000 Penalty: 95255.710938
Iteration 206Q: 29 clusters Score -1.222257e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46589 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75313 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142842 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28709 members 
Mstep: Class 17 contains 50653 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27077 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16063 members 
Mstep: Class 27 contains 283644 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225736.000000 Penalty: 95255.710938
Iteration 207Q: 29 clusters Score -1.222257e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46590 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75317 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142841 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28709 members 
Mstep: Class 17 contains 50649 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27079 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283644 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225712.000000 Penalty: 95255.710938
Iteration 208Q: 29 clusters Score -1.222257e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75321 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142840 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28709 members 
Mstep: Class 17 contains 50645 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27081 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16060 members 
Mstep: Class 27 contains 283644 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225760.000000 Penalty: 95255.710938
Iteration 209Q: 29 clusters Score -1.222258e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75325 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142840 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28709 members 
Mstep: Class 17 contains 50640 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27085 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283641 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225776.000000 Penalty: 95255.710938
Iteration 210Q: 29 clusters Score -1.222258e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75325 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142841 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28709 members 
Mstep: Class 17 contains 50638 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27086 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283643 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225776.000000 Penalty: 95255.710938
Iteration 211Q: 29 clusters Score -1.222258e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75327 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142842 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28708 members 
Mstep: Class 17 contains 50636 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27088 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283642 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225736.000000 Penalty: 95255.710938
Iteration 212Q: 29 clusters Score -1.222257e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75328 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142842 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28708 members 
Mstep: Class 17 contains 50634 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27090 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283641 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225704.000000 Penalty: 95255.710938
Iteration 213Q: 29 clusters Score -1.222257e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75328 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142842 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28708 members 
Mstep: Class 17 contains 50633 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27091 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283642 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225744.000000 Penalty: 95255.710938
Iteration 214Q: 29 clusters Score -1.222257e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75328 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142843 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28708 members 
Mstep: Class 17 contains 50630 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27093 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283642 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225728.000000 Penalty: 95255.710938
Iteration 215Q: 29 clusters Score -1.222257e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75329 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142843 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28708 members 
Mstep: Class 17 contains 50628 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27093 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283643 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225728.000000 Penalty: 95255.710938
Iteration 216Q: 29 clusters Score -1.222257e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75330 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142843 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28708 members 
Mstep: Class 17 contains 50626 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27093 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283644 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225720.000000 Penalty: 95255.710938
Iteration 217Q: 29 clusters Score -1.222257e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75331 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142843 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28708 members 
Mstep: Class 17 contains 50625 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27093 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283644 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225712.000000 Penalty: 95255.710938
Iteration 218Q: 29 clusters Score -1.222257e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75332 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142843 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28708 members 
Mstep: Class 17 contains 50624 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27093 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283644 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225704.000000 Penalty: 95255.710938
Iteration 219Q: 29 clusters Score -1.222257e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75332 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142843 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28708 members 
Mstep: Class 17 contains 50624 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27093 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283644 members 
Mstep: Class 28 contains 1061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225704.000000 Penalty: 95255.710938
Iteration 220F: 29 clusters Score -1.222257e+08 nChanged 0
Entering ConstructFrom: 
Score: -122225704.000000 Penalty: 95255.710938
Entering ConstructFrom: 
Trying to split cluster 1 (14612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Entering Unmasked Estep 
Score: -2036537.250000 Penalty: 2378.220459
	Iteration 0F: 2 clusters Score -2036537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2025937.625000 Penalty: 4756.440918
	Iteration 0F: 3 clusters Score -2025938 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2029348.750000 Penalty: 4756.440918
	Iteration 1F: 3 clusters Score -2029349 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2029739.500000 Penalty: 4756.440918
	Iteration 2F: 3 clusters Score -2029740 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2030099.625000 Penalty: 4756.440918
	Iteration 3F: 3 clusters Score -2030100 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -2030440.875000 Penalty: 4756.440918
	Iteration 4Q: 3 clusters Score -2030441 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2030750.250000 Penalty: 4756.440918
	Iteration 5Q: 3 clusters Score -2030750 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2031103.250000 Penalty: 4756.440918
	Iteration 6Q: 3 clusters Score -2031103 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2031537.750000 Penalty: 4756.440918
	Iteration 7Q: 3 clusters Score -2031538 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2031960.375000 Penalty: 4756.440918
	Iteration 8Q: 3 clusters Score -2031960 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2032408.250000 Penalty: 4756.440918
	Iteration 9Q: 3 clusters Score -2032408 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2032862.625000 Penalty: 4756.440918
	Iteration 10Q: 3 clusters Score -2032863 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2033302.875000 Penalty: 4756.440918
	Iteration 11Q: 3 clusters Score -2033303 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -2033724.625000 Penalty: 4756.440918
	Iteration 12Q: 3 clusters Score -2033725 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2034058.875000 Penalty: 4756.440918
	Iteration 13Q: 3 clusters Score -2034059 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2034299.375000 Penalty: 4756.440918
	Iteration 14Q: 3 clusters Score -2034299 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2034466.250000 Penalty: 4756.440918
	Iteration 15Q: 3 clusters Score -2034466 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2034568.125000 Penalty: 4756.440918
	Iteration 16Q: 3 clusters Score -2034568 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -2034635.500000 Penalty: 4756.440918
	Iteration 17Q: 3 clusters Score -2034636 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2034693.500000 Penalty: 4756.440918
	Iteration 18Q: 3 clusters Score -2034694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2034720.500000 Penalty: 4756.440918
	Iteration 19Q: 3 clusters Score -2034720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2034736.000000 Penalty: 4756.440918
	Iteration 20F: 3 clusters Score -2034736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2034746.375000 Penalty: 4756.440918
	Iteration 21Q: 3 clusters Score -2034746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2034758.375000 Penalty: 4756.440918
	Iteration 22Q: 3 clusters Score -2034758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2034764.625000 Penalty: 4756.440918
	Iteration 23Q: 3 clusters Score -2034765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2034768.500000 Penalty: 4756.440918
	Iteration 24Q: 3 clusters Score -2034768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2034773.250000 Penalty: 4756.440918
	Iteration 25Q: 3 clusters Score -2034773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2034779.000000 Penalty: 4756.440918
	Iteration 26Q: 3 clusters Score -2034779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2034782.625000 Penalty: 4756.440918
	Iteration 27Q: 3 clusters Score -2034783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2034783.000000 Penalty: 4756.440918
	Iteration 28Q: 3 clusters Score -2034783 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2034787.625000 Penalty: 4756.440918
	Iteration 29Q: 3 clusters Score -2034788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -2034791.125000 Penalty: 4756.440918
	Iteration 30Q: 3 clusters Score -2034791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2034792.625000 Penalty: 4756.440918
	Iteration 31Q: 3 clusters Score -2034793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2034793.375000 Penalty: 4756.440918
	Iteration 32Q: 3 clusters Score -2034793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2034795.750000 Penalty: 4756.440918
	Iteration 33Q: 3 clusters Score -2034796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2034795.500000 Penalty: 4756.440918
	Iteration 34Q: 3 clusters Score -2034796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2034798.375000 Penalty: 4756.440918
	Iteration 35Q: 3 clusters Score -2034798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2034798.375000 Penalty: 4756.440918
	Iteration 36Q: 3 clusters Score -2034798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2034798.375000 Penalty: 4756.440918
	Iteration 37F: 3 clusters Score -2034798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Entering Unmasked Estep 
Score: -3888185.500000 Penalty: 2546.375977
	Iteration 0F: 2 clusters Score -3888186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3868546.250000 Penalty: 5092.751953
	Iteration 0F: 3 clusters Score -3868546 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -3875432.250000 Penalty: 5092.751953
	Iteration 1F: 3 clusters Score -3875432 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3875879.250000 Penalty: 5092.751953
	Iteration 2Q: 3 clusters Score -3875879 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3876234.000000 Penalty: 5092.751953
	Iteration 3Q: 3 clusters Score -3876234 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -3876537.000000 Penalty: 5092.751953
	Iteration 4Q: 3 clusters Score -3876537 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3876822.250000 Penalty: 5092.751953
	Iteration 5Q: 3 clusters Score -3876822 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -3877129.500000 Penalty: 5092.751953
	Iteration 6Q: 3 clusters Score -3877130 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -3877453.750000 Penalty: 5092.751953
	Iteration 7Q: 3 clusters Score -3877454 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -3877815.250000 Penalty: 5092.751953
	Iteration 8Q: 3 clusters Score -3877815 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3878262.500000 Penalty: 5092.751953
	Iteration 9Q: 3 clusters Score -3878262 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3878788.500000 Penalty: 5092.751953
	Iteration 10Q: 3 clusters Score -3878788 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3879401.000000 Penalty: 5092.751953
	Iteration 11Q: 3 clusters Score -3879401 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -3880133.250000 Penalty: 5092.751953
	Iteration 12Q: 3 clusters Score -3880133 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -3880943.000000 Penalty: 5092.751953
	Iteration 13Q: 3 clusters Score -3880943 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -3881807.750000 Penalty: 5092.751953
	Iteration 14Q: 3 clusters Score -3881808 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3882690.250000 Penalty: 5092.751953
	Iteration 15Q: 3 clusters Score -3882690 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3883431.250000 Penalty: 5092.751953
	Iteration 16Q: 3 clusters Score -3883431 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3883916.000000 Penalty: 5092.751953
	Iteration 17Q: 3 clusters Score -3883916 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -3884210.500000 Penalty: 5092.751953
	Iteration 18Q: 3 clusters Score -3884210 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -3884395.750000 Penalty: 5092.751953
	Iteration 19Q: 3 clusters Score -3884396 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -3884512.750000 Penalty: 5092.751953
	Iteration 20F: 3 clusters Score -3884513 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3884588.750000 Penalty: 5092.751953
	Iteration 21Q: 3 clusters Score -3884589 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -3884664.500000 Penalty: 5092.751953
	Iteration 22Q: 3 clusters Score -3884664 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -3884712.000000 Penalty: 5092.751953
	Iteration 23Q: 3 clusters Score -3884712 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -3884762.000000 Penalty: 5092.751953
	Iteration 24Q: 3 clusters Score -3884762 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3884773.500000 Penalty: 5092.751953
	Iteration 25Q: 3 clusters Score -3884774 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3884791.750000 Penalty: 5092.751953
	Iteration 26Q: 3 clusters Score -3884792 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -3884832.750000 Penalty: 5092.751953
	Iteration 27Q: 3 clusters Score -3884833 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3884869.750000 Penalty: 5092.751953
	Iteration 28Q: 3 clusters Score -3884870 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3884875.250000 Penalty: 5092.751953
	Iteration 29Q: 3 clusters Score -3884875 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3884877.750000 Penalty: 5092.751953
	Iteration 30Q: 3 clusters Score -3884878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3884886.500000 Penalty: 5092.751953
	Iteration 31Q: 3 clusters Score -3884886 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -3884933.000000 Penalty: 5092.751953
	Iteration 32Q: 3 clusters Score -3884933 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -3884945.000000 Penalty: 5092.751953
	Iteration 33Q: 3 clusters Score -3884945 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3884947.500000 Penalty: 5092.751953
	Iteration 34Q: 3 clusters Score -3884948 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3884965.500000 Penalty: 5092.751953
	Iteration 35Q: 3 clusters Score -3884966 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -3884968.500000 Penalty: 5092.751953
	Iteration 36Q: 3 clusters Score -3884968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -3884970.500000 Penalty: 5092.751953
	Iteration 37Q: 3 clusters Score -3884970 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -3884981.250000 Penalty: 5092.751953
	Iteration 38Q: 3 clusters Score -3884981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -3884982.250000 Penalty: 5092.751953
	Iteration 39Q: 3 clusters Score -3884982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3884995.250000 Penalty: 5092.751953
	Iteration 40F: 3 clusters Score -3884995 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3884987.500000 Penalty: 5092.751953
	Iteration 41Q: 3 clusters Score -3884988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -3884993.500000 Penalty: 5092.751953
	Iteration 42Q: 3 clusters Score -3884994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -3884987.750000 Penalty: 5092.751953
	Iteration 43Q: 3 clusters Score -3884988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -3884983.750000 Penalty: 5092.751953
	Iteration 44Q: 3 clusters Score -3884984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -3884985.750000 Penalty: 5092.751953
	Iteration 45Q: 3 clusters Score -3884986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -3885003.000000 Penalty: 5092.751953
	Iteration 46Q: 3 clusters Score -3885003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3885006.750000 Penalty: 5092.751953
	Iteration 47Q: 3 clusters Score -3885007 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3885005.500000 Penalty: 5092.751953
	Iteration 48Q: 3 clusters Score -3885006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3885013.750000 Penalty: 5092.751953
	Iteration 49Q: 3 clusters Score -3885014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -3885018.250000 Penalty: 5092.751953
	Iteration 50Q: 3 clusters Score -3885018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -3885008.000000 Penalty: 5092.751953
	Iteration 51Q: 3 clusters Score -3885008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -3885018.250000 Penalty: 5092.751953
	Iteration 52Q: 3 clusters Score -3885018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -3885018.500000 Penalty: 5092.751953
	Iteration 53Q: 3 clusters Score -3885018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -3885019.750000 Penalty: 5092.751953
	Iteration 54Q: 3 clusters Score -3885020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -3885029.500000 Penalty: 5092.751953
	Iteration 55Q: 3 clusters Score -3885030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -3885032.500000 Penalty: 5092.751953
	Iteration 56Q: 3 clusters Score -3885032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3885027.750000 Penalty: 5092.751953
	Iteration 57Q: 3 clusters Score -3885028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3885028.250000 Penalty: 5092.751953
	Iteration 58Q: 3 clusters Score -3885028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -3885028.250000 Penalty: 5092.751953
	Iteration 59Q: 3 clusters Score -3885028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -3885043.000000 Penalty: 5092.751953
	Iteration 60F: 3 clusters Score -3885043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -3885041.000000 Penalty: 5092.751953
	Iteration 61Q: 3 clusters Score -3885041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3885039.500000 Penalty: 5092.751953
	Iteration 62Q: 3 clusters Score -3885040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3885038.750000 Penalty: 5092.751953
	Iteration 63Q: 3 clusters Score -3885039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3885035.250000 Penalty: 5092.751953
	Iteration 64Q: 3 clusters Score -3885035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -3885032.000000 Penalty: 5092.751953
	Iteration 65Q: 3 clusters Score -3885032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3885028.750000 Penalty: 5092.751953
	Iteration 66Q: 3 clusters Score -3885029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -3885035.750000 Penalty: 5092.751953
	Iteration 67Q: 3 clusters Score -3885036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -3885035.000000 Penalty: 5092.751953
	Iteration 68Q: 3 clusters Score -3885035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3885036.750000 Penalty: 5092.751953
	Iteration 69Q: 3 clusters Score -3885037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -3885034.250000 Penalty: 5092.751953
	Iteration 70Q: 3 clusters Score -3885034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -3885036.500000 Penalty: 5092.751953
	Iteration 71Q: 3 clusters Score -3885036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -3885028.750000 Penalty: 5092.751953
	Iteration 72Q: 3 clusters Score -3885029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3885032.500000 Penalty: 5092.751953
	Iteration 73Q: 3 clusters Score -3885032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -3885036.750000 Penalty: 5092.751953
	Iteration 74Q: 3 clusters Score -3885037 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3885043.750000 Penalty: 5092.751953
	Iteration 75Q: 3 clusters Score -3885044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3885050.000000 Penalty: 5092.751953
	Iteration 76Q: 3 clusters Score -3885050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -3885053.000000 Penalty: 5092.751953
	Iteration 77Q: 3 clusters Score -3885053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3885052.500000 Penalty: 5092.751953
	Iteration 78Q: 3 clusters Score -3885052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -3885051.750000 Penalty: 5092.751953
	Iteration 79Q: 3 clusters Score -3885052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3885047.750000 Penalty: 5092.751953
	Iteration 80F: 3 clusters Score -3885048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -3885056.500000 Penalty: 5092.751953
	Iteration 81Q: 3 clusters Score -3885056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -3885059.750000 Penalty: 5092.751953
	Iteration 82Q: 3 clusters Score -3885060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -3885060.750000 Penalty: 5092.751953
	Iteration 83Q: 3 clusters Score -3885061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3885063.750000 Penalty: 5092.751953
	Iteration 84Q: 3 clusters Score -3885064 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3885069.250000 Penalty: 5092.751953
	Iteration 85Q: 3 clusters Score -3885069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -3885066.000000 Penalty: 5092.751953
	Iteration 86Q: 3 clusters Score -3885066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3885067.750000 Penalty: 5092.751953
	Iteration 87Q: 3 clusters Score -3885068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3885065.000000 Penalty: 5092.751953
	Iteration 88Q: 3 clusters Score -3885065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3885068.750000 Penalty: 5092.751953
	Iteration 89Q: 3 clusters Score -3885069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -3885068.000000 Penalty: 5092.751953
	Iteration 90Q: 3 clusters Score -3885068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3885067.750000 Penalty: 5092.751953
	Iteration 91Q: 3 clusters Score -3885068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3885067.000000 Penalty: 5092.751953
	Iteration 92Q: 3 clusters Score -3885067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -3885064.500000 Penalty: 5092.751953
	Iteration 93Q: 3 clusters Score -3885064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3885062.000000 Penalty: 5092.751953
	Iteration 94Q: 3 clusters Score -3885062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 12277 members 
Entering Unmasked Estep 
Score: -3885059.250000 Penalty: 5092.751953
	Iteration 95Q: 3 clusters Score -3885059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3885063.000000 Penalty: 5092.751953
	Iteration 96Q: 3 clusters Score -3885063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3885066.250000 Penalty: 5092.751953
	Iteration 97Q: 3 clusters Score -3885066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -3885063.000000 Penalty: 5092.751953
	Iteration 98Q: 3 clusters Score -3885063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3885062.500000 Penalty: 5092.751953
	Iteration 99Q: 3 clusters Score -3885062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3885060.000000 Penalty: 5092.751953
	Iteration 100F: 3 clusters Score -3885060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3885062.250000 Penalty: 5092.751953
	Iteration 101Q: 3 clusters Score -3885062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3885064.750000 Penalty: 5092.751953
	Iteration 102Q: 3 clusters Score -3885065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -3885061.000000 Penalty: 5092.751953
	Iteration 103Q: 3 clusters Score -3885061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -3885065.500000 Penalty: 5092.751953
	Iteration 104Q: 3 clusters Score -3885066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -3885067.500000 Penalty: 5092.751953
	Iteration 105Q: 3 clusters Score -3885068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3885066.250000 Penalty: 5092.751953
	Iteration 106Q: 3 clusters Score -3885066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3885068.500000 Penalty: 5092.751953
	Iteration 107Q: 3 clusters Score -3885068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -3885067.250000 Penalty: 5092.751953
	Iteration 108Q: 3 clusters Score -3885067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3885066.000000 Penalty: 5092.751953
	Iteration 109Q: 3 clusters Score -3885066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -3885070.500000 Penalty: 5092.751953
	Iteration 110Q: 3 clusters Score -3885070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3885067.250000 Penalty: 5092.751953
	Iteration 111Q: 3 clusters Score -3885067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -3885067.250000 Penalty: 5092.751953
	Iteration 112F: 3 clusters Score -3885067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Entering Unmasked Estep 
Score: -6404064.000000 Penalty: 2665.792236
	Iteration 0F: 2 clusters Score -6404064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -6372655.500000 Penalty: 5331.584473
	Iteration 0F: 3 clusters Score -6372656 nChanged 21329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -6384498.000000 Penalty: 5331.584473
	Iteration 1F: 3 clusters Score -6384498 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -6385155.500000 Penalty: 5331.584473
	Iteration 2Q: 3 clusters Score -6385156 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -6385860.500000 Penalty: 5331.584473
	Iteration 3Q: 3 clusters Score -6385860 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -6386807.000000 Penalty: 5331.584473
	Iteration 4Q: 3 clusters Score -6386807 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -6388078.000000 Penalty: 5331.584473
	Iteration 5F: 3 clusters Score -6388078 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -6389839.500000 Penalty: 5331.584473
	Iteration 6F: 3 clusters Score -6389840 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -6392072.000000 Penalty: 5331.584473
	Iteration 7F: 3 clusters Score -6392072 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -6394508.500000 Penalty: 5331.584473
	Iteration 8F: 3 clusters Score -6394508 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -6396821.500000 Penalty: 5331.584473
	Iteration 9F: 3 clusters Score -6396822 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -6398676.000000 Penalty: 5331.584473
	Iteration 10Q: 3 clusters Score -6398676 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -6399903.500000 Penalty: 5331.584473
	Iteration 11Q: 3 clusters Score -6399904 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -6400557.000000 Penalty: 5331.584473
	Iteration 12Q: 3 clusters Score -6400557 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6400976.500000 Penalty: 5331.584473
	Iteration 13Q: 3 clusters Score -6400976 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -6401234.000000 Penalty: 5331.584473
	Iteration 14Q: 3 clusters Score -6401234 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6401355.500000 Penalty: 5331.584473
	Iteration 15Q: 3 clusters Score -6401356 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -6401453.000000 Penalty: 5331.584473
	Iteration 16Q: 3 clusters Score -6401453 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6401525.500000 Penalty: 5331.584473
	Iteration 17Q: 3 clusters Score -6401526 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6401578.000000 Penalty: 5331.584473
	Iteration 18Q: 3 clusters Score -6401578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6401612.500000 Penalty: 5331.584473
	Iteration 19Q: 3 clusters Score -6401612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6401645.000000 Penalty: 5331.584473
	Iteration 20F: 3 clusters Score -6401645 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6401669.500000 Penalty: 5331.584473
	Iteration 21Q: 3 clusters Score -6401670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6401689.000000 Penalty: 5331.584473
	Iteration 22Q: 3 clusters Score -6401689 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -6401704.000000 Penalty: 5331.584473
	Iteration 23Q: 3 clusters Score -6401704 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6401723.000000 Penalty: 5331.584473
	Iteration 24Q: 3 clusters Score -6401723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -6401750.000000 Penalty: 5331.584473
	Iteration 25Q: 3 clusters Score -6401750 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6401764.000000 Penalty: 5331.584473
	Iteration 26Q: 3 clusters Score -6401764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -6401769.000000 Penalty: 5331.584473
	Iteration 27Q: 3 clusters Score -6401769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -6401782.000000 Penalty: 5331.584473
	Iteration 28Q: 3 clusters Score -6401782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6401801.000000 Penalty: 5331.584473
	Iteration 29Q: 3 clusters Score -6401801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -6401802.000000 Penalty: 5331.584473
	Iteration 30Q: 3 clusters Score -6401802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6401800.500000 Penalty: 5331.584473
	Iteration 31Q: 3 clusters Score -6401800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -6401794.000000 Penalty: 5331.584473
	Iteration 32Q: 3 clusters Score -6401794 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6401810.500000 Penalty: 5331.584473
	Iteration 33Q: 3 clusters Score -6401810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6401820.000000 Penalty: 5331.584473
	Iteration 34Q: 3 clusters Score -6401820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -6401827.500000 Penalty: 5331.584473
	Iteration 35Q: 3 clusters Score -6401828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -6401831.500000 Penalty: 5331.584473
	Iteration 36Q: 3 clusters Score -6401832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -6401832.000000 Penalty: 5331.584473
	Iteration 37Q: 3 clusters Score -6401832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6401832.000000 Penalty: 5331.584473
	Iteration 38Q: 3 clusters Score -6401832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -6401833.500000 Penalty: 5331.584473
	Iteration 39Q: 3 clusters Score -6401834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6401836.500000 Penalty: 5331.584473
	Iteration 40F: 3 clusters Score -6401836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6401831.000000 Penalty: 5331.584473
	Iteration 41Q: 3 clusters Score -6401831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6401838.500000 Penalty: 5331.584473
	Iteration 42Q: 3 clusters Score -6401838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6401841.000000 Penalty: 5331.584473
	Iteration 43Q: 3 clusters Score -6401841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6401841.000000 Penalty: 5331.584473
	Iteration 44F: 3 clusters Score -6401841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (17590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Entering Unmasked Estep 
Score: -2399291.000000 Penalty: 2424.221191
	Iteration 0F: 2 clusters Score -2399291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2386754.750000 Penalty: 4848.442383
	Iteration 0F: 3 clusters Score -2386755 nChanged 7667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2390675.000000 Penalty: 4848.442383
	Iteration 1F: 3 clusters Score -2390675 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2390973.250000 Penalty: 4848.442383
	Iteration 2F: 3 clusters Score -2390973 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2391219.500000 Penalty: 4848.442383
	Iteration 3Q: 3 clusters Score -2391220 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2391447.000000 Penalty: 4848.442383
	Iteration 4Q: 3 clusters Score -2391447 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2391645.750000 Penalty: 4848.442383
	Iteration 5Q: 3 clusters Score -2391646 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2391833.000000 Penalty: 4848.442383
	Iteration 6Q: 3 clusters Score -2391833 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -2392020.500000 Penalty: 4848.442383
	Iteration 7Q: 3 clusters Score -2392020 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2392208.000000 Penalty: 4848.442383
	Iteration 8Q: 3 clusters Score -2392208 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -2392406.500000 Penalty: 4848.442383
	Iteration 9Q: 3 clusters Score -2392406 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -2392639.250000 Penalty: 4848.442383
	Iteration 10Q: 3 clusters Score -2392639 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2392915.250000 Penalty: 4848.442383
	Iteration 11Q: 3 clusters Score -2392915 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2393281.000000 Penalty: 4848.442383
	Iteration 12Q: 3 clusters Score -2393281 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2393687.250000 Penalty: 4848.442383
	Iteration 13Q: 3 clusters Score -2393687 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2394162.500000 Penalty: 4848.442383
	Iteration 14Q: 3 clusters Score -2394162 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2394710.000000 Penalty: 4848.442383
	Iteration 15Q: 3 clusters Score -2394710 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2395274.250000 Penalty: 4848.442383
	Iteration 16Q: 3 clusters Score -2395274 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2395759.250000 Penalty: 4848.442383
	Iteration 17Q: 3 clusters Score -2395759 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2396128.250000 Penalty: 4848.442383
	Iteration 18Q: 3 clusters Score -2396128 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2396426.250000 Penalty: 4848.442383
	Iteration 19Q: 3 clusters Score -2396426 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2396657.000000 Penalty: 4848.442383
	Iteration 20F: 3 clusters Score -2396657 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2396796.000000 Penalty: 4848.442383
	Iteration 21Q: 3 clusters Score -2396796 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2396905.250000 Penalty: 4848.442383
	Iteration 22Q: 3 clusters Score -2396905 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2396972.500000 Penalty: 4848.442383
	Iteration 23Q: 3 clusters Score -2396972 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2397041.250000 Penalty: 4848.442383
	Iteration 24Q: 3 clusters Score -2397041 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2397096.500000 Penalty: 4848.442383
	Iteration 25Q: 3 clusters Score -2397096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2397141.000000 Penalty: 4848.442383
	Iteration 26Q: 3 clusters Score -2397141 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2397180.500000 Penalty: 4848.442383
	Iteration 27Q: 3 clusters Score -2397180 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2397202.500000 Penalty: 4848.442383
	Iteration 28Q: 3 clusters Score -2397202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2397222.250000 Penalty: 4848.442383
	Iteration 29Q: 3 clusters Score -2397222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2397242.000000 Penalty: 4848.442383
	Iteration 30Q: 3 clusters Score -2397242 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2397260.250000 Penalty: 4848.442383
	Iteration 31Q: 3 clusters Score -2397260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2397270.250000 Penalty: 4848.442383
	Iteration 32Q: 3 clusters Score -2397270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2397280.000000 Penalty: 4848.442383
	Iteration 33Q: 3 clusters Score -2397280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2397297.000000 Penalty: 4848.442383
	Iteration 34Q: 3 clusters Score -2397297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2397304.500000 Penalty: 4848.442383
	Iteration 35Q: 3 clusters Score -2397304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2397307.250000 Penalty: 4848.442383
	Iteration 36Q: 3 clusters Score -2397307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2397315.500000 Penalty: 4848.442383
	Iteration 37Q: 3 clusters Score -2397316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2397328.750000 Penalty: 4848.442383
	Iteration 38Q: 3 clusters Score -2397329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2397335.750000 Penalty: 4848.442383
	Iteration 39Q: 3 clusters Score -2397336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2397346.500000 Penalty: 4848.442383
	Iteration 40F: 3 clusters Score -2397346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2397353.500000 Penalty: 4848.442383
	Iteration 41Q: 3 clusters Score -2397354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2397361.000000 Penalty: 4848.442383
	Iteration 42Q: 3 clusters Score -2397361 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2397365.500000 Penalty: 4848.442383
	Iteration 43Q: 3 clusters Score -2397366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2397372.500000 Penalty: 4848.442383
	Iteration 44Q: 3 clusters Score -2397372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2397370.500000 Penalty: 4848.442383
	Iteration 45Q: 3 clusters Score -2397370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2397371.500000 Penalty: 4848.442383
	Iteration 46Q: 3 clusters Score -2397372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2397371.500000 Penalty: 4848.442383
	Iteration 47F: 3 clusters Score -2397372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Entering Unmasked Estep 
Score: -60401.714844 Penalty: 1522.156372
	Iteration 0F: 2 clusters Score -60401.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58960.519531 Penalty: 3044.312744
	Iteration 0F: 3 clusters Score -58960.52 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59123.226562 Penalty: 3044.312744
	Iteration 1F: 3 clusters Score -59123.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -59204.394531 Penalty: 3044.312744
	Iteration 2F: 3 clusters Score -59204.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -59236.144531 Penalty: 3044.312744
	Iteration 3Q: 3 clusters Score -59236.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -59255.527344 Penalty: 3044.312744
	Iteration 4Q: 3 clusters Score -59255.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59270.437500 Penalty: 3044.312744
	Iteration 5Q: 3 clusters Score -59270.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59275.308594 Penalty: 3044.312744
	Iteration 6Q: 3 clusters Score -59275.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59291.359375 Penalty: 3044.312744
	Iteration 7Q: 3 clusters Score -59291.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -59302.257812 Penalty: 3044.312744
	Iteration 8Q: 3 clusters Score -59302.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59311.980469 Penalty: 3044.312744
	Iteration 9Q: 3 clusters Score -59311.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59317.218750 Penalty: 3044.312744
	Iteration 10Q: 3 clusters Score -59317.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59317.218750 Penalty: 3044.312744
	Iteration 11F: 3 clusters Score -59317.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -595833.625000 Penalty: 2055.992676
	Iteration 0F: 2 clusters Score -595833.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -591969.562500 Penalty: 4111.985352
	Iteration 0F: 3 clusters Score -591969.6 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -592758.562500 Penalty: 4111.985352
	Iteration 1F: 3 clusters Score -592758.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -592933.312500 Penalty: 4111.985352
	Iteration 2F: 3 clusters Score -592933.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -593026.875000 Penalty: 4111.985352
	Iteration 3Q: 3 clusters Score -593026.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -593095.250000 Penalty: 4111.985352
	Iteration 4Q: 3 clusters Score -593095.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -593144.437500 Penalty: 4111.985352
	Iteration 5Q: 3 clusters Score -593144.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -593174.562500 Penalty: 4111.985352
	Iteration 6Q: 3 clusters Score -593174.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -593202.000000 Penalty: 4111.985352
	Iteration 7Q: 3 clusters Score -593202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -593223.750000 Penalty: 4111.985352
	Iteration 8Q: 3 clusters Score -593223.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -593244.687500 Penalty: 4111.985352
	Iteration 9Q: 3 clusters Score -593244.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -593259.125000 Penalty: 4111.985352
	Iteration 10Q: 3 clusters Score -593259.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -593269.625000 Penalty: 4111.985352
	Iteration 11Q: 3 clusters Score -593269.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -593279.500000 Penalty: 4111.985352
	Iteration 12Q: 3 clusters Score -593279.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -593290.000000 Penalty: 4111.985352
	Iteration 13Q: 3 clusters Score -593290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -593300.812500 Penalty: 4111.985352
	Iteration 14Q: 3 clusters Score -593300.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -593311.875000 Penalty: 4111.985352
	Iteration 15Q: 3 clusters Score -593311.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -593323.250000 Penalty: 4111.985352
	Iteration 16Q: 3 clusters Score -593323.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -593331.625000 Penalty: 4111.985352
	Iteration 17Q: 3 clusters Score -593331.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -593335.187500 Penalty: 4111.985352
	Iteration 18Q: 3 clusters Score -593335.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -593338.625000 Penalty: 4111.985352
	Iteration 19Q: 3 clusters Score -593338.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -593341.187500 Penalty: 4111.985352
	Iteration 20F: 3 clusters Score -593341.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -593345.000000 Penalty: 4111.985352
	Iteration 21Q: 3 clusters Score -593345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -593347.250000 Penalty: 4111.985352
	Iteration 22Q: 3 clusters Score -593347.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -593348.625000 Penalty: 4111.985352
	Iteration 23Q: 3 clusters Score -593348.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -593350.250000 Penalty: 4111.985352
	Iteration 24Q: 3 clusters Score -593350.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -593355.312500 Penalty: 4111.985352
	Iteration 25Q: 3 clusters Score -593355.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -593358.375000 Penalty: 4111.985352
	Iteration 26Q: 3 clusters Score -593358.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -593359.812500 Penalty: 4111.985352
	Iteration 27Q: 3 clusters Score -593359.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -593360.312500 Penalty: 4111.985352
	Iteration 28Q: 3 clusters Score -593360.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -593361.875000 Penalty: 4111.985352
	Iteration 29Q: 3 clusters Score -593361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -593361.500000 Penalty: 4111.985352
	Iteration 30Q: 3 clusters Score -593361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -593362.812500 Penalty: 4111.985352
	Iteration 31Q: 3 clusters Score -593362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -593363.687500 Penalty: 4111.985352
	Iteration 32Q: 3 clusters Score -593363.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -593363.687500 Penalty: 4111.985352
	Iteration 33F: 3 clusters Score -593363.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (75332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75332 members 
Entering Unmasked Estep 
Score: -10459138.000000 Penalty: 2784.955566
	Iteration 0F: 2 clusters Score -1.045914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -10408601.000000 Penalty: 5569.911133
	Iteration 0F: 3 clusters Score -1.04086e+07 nChanged 35247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -10428521.000000 Penalty: 5569.911133
	Iteration 1F: 3 clusters Score -1.042852e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -10429189.000000 Penalty: 5569.911133
	Iteration 2Q: 3 clusters Score -1.042919e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -10429916.000000 Penalty: 5569.911133
	Iteration 3Q: 3 clusters Score -1.042992e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -10430875.000000 Penalty: 5569.911133
	Iteration 4Q: 3 clusters Score -1.043088e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -10431942.000000 Penalty: 5569.911133
	Iteration 5Q: 3 clusters Score -1.043194e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -10433416.000000 Penalty: 5569.911133
	Iteration 6Q: 3 clusters Score -1.043342e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -10435655.000000 Penalty: 5569.911133
	Iteration 7F: 3 clusters Score -1.043566e+07 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -10438918.000000 Penalty: 5569.911133
	Iteration 8F: 3 clusters Score -1.043892e+07 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 56778 members 
Entering Unmasked Estep 
Score: -10443196.000000 Penalty: 5569.911133
	Iteration 9F: 3 clusters Score -1.04432e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -10447725.000000 Penalty: 5569.911133
	Iteration 10F: 3 clusters Score -1.044772e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -10451235.000000 Penalty: 5569.911133
	Iteration 11Q: 3 clusters Score -1.045124e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 65060 members 
Entering Unmasked Estep 
Score: -10453438.000000 Penalty: 5569.911133
	Iteration 12Q: 3 clusters Score -1.045344e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 66090 members 
Entering Unmasked Estep 
Score: -10454884.000000 Penalty: 5569.911133
	Iteration 13Q: 3 clusters Score -1.045488e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 66834 members 
Entering Unmasked Estep 
Score: -10456036.000000 Penalty: 5569.911133
	Iteration 14Q: 3 clusters Score -1.045604e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -10457043.000000 Penalty: 5569.911133
	Iteration 15Q: 3 clusters Score -1.045704e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -10457614.000000 Penalty: 5569.911133
	Iteration 16Q: 3 clusters Score -1.045761e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -10457863.000000 Penalty: 5569.911133
	Iteration 17Q: 3 clusters Score -1.045786e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 68101 members 
Entering Unmasked Estep 
Score: -10458011.000000 Penalty: 5569.911133
	Iteration 18Q: 3 clusters Score -1.045801e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -10458085.000000 Penalty: 5569.911133
	Iteration 19Q: 3 clusters Score -1.045808e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 68243 members 
Entering Unmasked Estep 
Score: -10458142.000000 Penalty: 5569.911133
	Iteration 20F: 3 clusters Score -1.045814e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 68307 members 
Entering Unmasked Estep 
Score: -10458181.000000 Penalty: 5569.911133
	Iteration 21Q: 3 clusters Score -1.045818e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -10458203.000000 Penalty: 5569.911133
	Iteration 22Q: 3 clusters Score -1.04582e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 68386 members 
Entering Unmasked Estep 
Score: -10458218.000000 Penalty: 5569.911133
	Iteration 23Q: 3 clusters Score -1.045822e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 68423 members 
Entering Unmasked Estep 
Score: -10458233.000000 Penalty: 5569.911133
	Iteration 24Q: 3 clusters Score -1.045823e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 68462 members 
Entering Unmasked Estep 
Score: -10458235.000000 Penalty: 5569.911133
	Iteration 25Q: 3 clusters Score -1.045824e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
Score: -10458220.000000 Penalty: 5569.911133
	Iteration 26Q: 3 clusters Score -1.045822e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 68527 members 
Entering Unmasked Estep 
Score: -10458226.000000 Penalty: 5569.911133
	Iteration 27Q: 3 clusters Score -1.045823e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
Score: -10458209.000000 Penalty: 5569.911133
	Iteration 28Q: 3 clusters Score -1.045821e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 68585 members 
Entering Unmasked Estep 
Score: -10458191.000000 Penalty: 5569.911133
	Iteration 29Q: 3 clusters Score -1.045819e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -10458187.000000 Penalty: 5569.911133
	Iteration 30Q: 3 clusters Score -1.045819e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 68614 members 
Entering Unmasked Estep 
Score: -10458182.000000 Penalty: 5569.911133
	Iteration 31Q: 3 clusters Score -1.045818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 68622 members 
Entering Unmasked Estep 
Score: -10458204.000000 Penalty: 5569.911133
	Iteration 32Q: 3 clusters Score -1.04582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -10458201.000000 Penalty: 5569.911133
	Iteration 33Q: 3 clusters Score -1.04582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -10458195.000000 Penalty: 5569.911133
	Iteration 34Q: 3 clusters Score -1.04582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 68645 members 
Entering Unmasked Estep 
Score: -10458200.000000 Penalty: 5569.911133
	Iteration 35Q: 3 clusters Score -1.04582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 68647 members 
Entering Unmasked Estep 
Score: -10458208.000000 Penalty: 5569.911133
	Iteration 36Q: 3 clusters Score -1.045821e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -10458208.000000 Penalty: 5569.911133
	Iteration 37Q: 3 clusters Score -1.045821e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 68648 members 
Entering Unmasked Estep 
Score: -10458208.000000 Penalty: 5569.911133
	Iteration 38F: 3 clusters Score -1.045821e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -62117.910156 Penalty: 1525.349487
	Iteration 0F: 2 clusters Score -62117.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -60675.035156 Penalty: 3050.698975
	Iteration 0F: 3 clusters Score -60675.04 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -60840.742188 Penalty: 3050.698975
	Iteration 1F: 3 clusters Score -60840.74 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -60875.359375 Penalty: 3050.698975
	Iteration 2Q: 3 clusters Score -60875.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -60885.640625 Penalty: 3050.698975
	Iteration 3Q: 3 clusters Score -60885.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -60897.039062 Penalty: 3050.698975
	Iteration 4Q: 3 clusters Score -60897.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60911.546875 Penalty: 3050.698975
	Iteration 5Q: 3 clusters Score -60911.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60916.398438 Penalty: 3050.698975
	Iteration 6Q: 3 clusters Score -60916.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60917.855469 Penalty: 3050.698975
	Iteration 7Q: 3 clusters Score -60917.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60917.855469 Penalty: 3050.698975
	Iteration 8F: 3 clusters Score -60917.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Entering Unmasked Estep 
Score: -1186148.000000 Penalty: 2251.161865
	Iteration 0F: 2 clusters Score -1186148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1179315.125000 Penalty: 4502.323730
	Iteration 0F: 3 clusters Score -1179315 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1181231.125000 Penalty: 4502.323730
	Iteration 1F: 3 clusters Score -1181231 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1181501.625000 Penalty: 4502.323730
	Iteration 2F: 3 clusters Score -1181502 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1181679.625000 Penalty: 4502.323730
	Iteration 3Q: 3 clusters Score -1181680 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1181797.750000 Penalty: 4502.323730
	Iteration 4Q: 3 clusters Score -1181798 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1181883.875000 Penalty: 4502.323730
	Iteration 5Q: 3 clusters Score -1181884 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1181969.500000 Penalty: 4502.323730
	Iteration 6Q: 3 clusters Score -1181970 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1182033.250000 Penalty: 4502.323730
	Iteration 7Q: 3 clusters Score -1182033 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1182090.000000 Penalty: 4502.323730
	Iteration 8Q: 3 clusters Score -1182090 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1182158.625000 Penalty: 4502.323730
	Iteration 9Q: 3 clusters Score -1182159 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1182218.500000 Penalty: 4502.323730
	Iteration 10Q: 3 clusters Score -1182218 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1182281.250000 Penalty: 4502.323730
	Iteration 11Q: 3 clusters Score -1182281 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1182355.375000 Penalty: 4502.323730
	Iteration 12Q: 3 clusters Score -1182355 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1182426.500000 Penalty: 4502.323730
	Iteration 13Q: 3 clusters Score -1182426 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1182487.750000 Penalty: 4502.323730
	Iteration 14Q: 3 clusters Score -1182488 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1182550.125000 Penalty: 4502.323730
	Iteration 15Q: 3 clusters Score -1182550 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1182608.500000 Penalty: 4502.323730
	Iteration 16Q: 3 clusters Score -1182608 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1182672.375000 Penalty: 4502.323730
	Iteration 17Q: 3 clusters Score -1182672 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1182744.750000 Penalty: 4502.323730
	Iteration 18Q: 3 clusters Score -1182745 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1182825.125000 Penalty: 4502.323730
	Iteration 19Q: 3 clusters Score -1182825 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1182926.375000 Penalty: 4502.323730
	Iteration 20F: 3 clusters Score -1182926 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1183022.000000 Penalty: 4502.323730
	Iteration 21Q: 3 clusters Score -1183022 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1183125.625000 Penalty: 4502.323730
	Iteration 22Q: 3 clusters Score -1183126 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1183245.250000 Penalty: 4502.323730
	Iteration 23Q: 3 clusters Score -1183245 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1183338.750000 Penalty: 4502.323730
	Iteration 24Q: 3 clusters Score -1183339 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1183401.125000 Penalty: 4502.323730
	Iteration 25Q: 3 clusters Score -1183401 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1183454.125000 Penalty: 4502.323730
	Iteration 26Q: 3 clusters Score -1183454 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1183502.000000 Penalty: 4502.323730
	Iteration 27Q: 3 clusters Score -1183502 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1183556.750000 Penalty: 4502.323730
	Iteration 28Q: 3 clusters Score -1183557 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1183609.125000 Penalty: 4502.323730
	Iteration 29Q: 3 clusters Score -1183609 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1183677.125000 Penalty: 4502.323730
	Iteration 30Q: 3 clusters Score -1183677 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1183746.500000 Penalty: 4502.323730
	Iteration 31Q: 3 clusters Score -1183746 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1183817.500000 Penalty: 4502.323730
	Iteration 32Q: 3 clusters Score -1183818 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1183887.750000 Penalty: 4502.323730
	Iteration 33Q: 3 clusters Score -1183888 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1183949.000000 Penalty: 4502.323730
	Iteration 34Q: 3 clusters Score -1183949 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1184009.000000 Penalty: 4502.323730
	Iteration 35Q: 3 clusters Score -1184009 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1184054.875000 Penalty: 4502.323730
	Iteration 36Q: 3 clusters Score -1184055 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1184095.375000 Penalty: 4502.323730
	Iteration 37Q: 3 clusters Score -1184095 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1184125.875000 Penalty: 4502.323730
	Iteration 38Q: 3 clusters Score -1184126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1184155.625000 Penalty: 4502.323730
	Iteration 39Q: 3 clusters Score -1184156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1184182.375000 Penalty: 4502.323730
	Iteration 40F: 3 clusters Score -1184182 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1184202.500000 Penalty: 4502.323730
	Iteration 41Q: 3 clusters Score -1184202 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1184218.125000 Penalty: 4502.323730
	Iteration 42Q: 3 clusters Score -1184218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1184235.625000 Penalty: 4502.323730
	Iteration 43Q: 3 clusters Score -1184236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1184248.625000 Penalty: 4502.323730
	Iteration 44Q: 3 clusters Score -1184249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1184257.125000 Penalty: 4502.323730
	Iteration 45Q: 3 clusters Score -1184257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1184269.000000 Penalty: 4502.323730
	Iteration 46Q: 3 clusters Score -1184269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1184284.500000 Penalty: 4502.323730
	Iteration 47Q: 3 clusters Score -1184284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1184291.625000 Penalty: 4502.323730
	Iteration 48Q: 3 clusters Score -1184292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1184295.375000 Penalty: 4502.323730
	Iteration 49Q: 3 clusters Score -1184295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1184298.250000 Penalty: 4502.323730
	Iteration 50Q: 3 clusters Score -1184298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1184301.250000 Penalty: 4502.323730
	Iteration 51Q: 3 clusters Score -1184301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1184301.250000 Penalty: 4502.323730
	Iteration 52Q: 3 clusters Score -1184301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1184302.375000 Penalty: 4502.323730
	Iteration 53Q: 3 clusters Score -1184302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1184303.875000 Penalty: 4502.323730
	Iteration 54Q: 3 clusters Score -1184304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1184303.125000 Penalty: 4502.323730
	Iteration 55Q: 3 clusters Score -1184303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1184303.625000 Penalty: 4502.323730
	Iteration 56Q: 3 clusters Score -1184304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1184303.625000 Penalty: 4502.323730
	Iteration 57Q: 3 clusters Score -1184304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -1184306.375000 Penalty: 4502.323730
	Iteration 58Q: 3 clusters Score -1184306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1184306.000000 Penalty: 4502.323730
	Iteration 59Q: 3 clusters Score -1184306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1184307.875000 Penalty: 4502.323730
	Iteration 60F: 3 clusters Score -1184308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (142843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142843 members 
Entering Unmasked Estep 
Score: -19588140.000000 Penalty: 2943.636230
	Iteration 0F: 2 clusters Score -1.958814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71648 members 
Mstep: Class 2 contains 71195 members 
Entering Unmasked Estep 
Score: -19494232.000000 Penalty: 5887.272461
	Iteration 0F: 3 clusters Score -1.949423e+07 nChanged 67999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74403 members 
Mstep: Class 2 contains 68440 members 
Entering Unmasked Estep 
Score: -19533970.000000 Penalty: 5887.272461
	Iteration 1F: 3 clusters Score -1.953397e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76117 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -19535624.000000 Penalty: 5887.272461
	Iteration 2Q: 3 clusters Score -1.953562e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78686 members 
Mstep: Class 2 contains 64157 members 
Entering Unmasked Estep 
Score: -19538048.000000 Penalty: 5887.272461
	Iteration 3Q: 3 clusters Score -1.953805e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 60481 members 
Entering Unmasked Estep 
Score: -19541754.000000 Penalty: 5887.272461
	Iteration 4Q: 3 clusters Score -1.954175e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87116 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -19546614.000000 Penalty: 5887.272461
	Iteration 5F: 3 clusters Score -1.954661e+07 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92549 members 
Mstep: Class 2 contains 50294 members 
Entering Unmasked Estep 
Score: -19552516.000000 Penalty: 5887.272461
	Iteration 6F: 3 clusters Score -1.955252e+07 nChanged 8774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -19558800.000000 Penalty: 5887.272461
	Iteration 7F: 3 clusters Score -1.95588e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102493 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -19564322.000000 Penalty: 5887.272461
	Iteration 8F: 3 clusters Score -1.956432e+07 nChanged 6702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105927 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -19568472.000000 Penalty: 5887.272461
	Iteration 9Q: 3 clusters Score -1.956847e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108630 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -19570764.000000 Penalty: 5887.272461
	Iteration 10Q: 3 clusters Score -1.957076e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111061 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -19572348.000000 Penalty: 5887.272461
	Iteration 11Q: 3 clusters Score -1.957235e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113424 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -19573546.000000 Penalty: 5887.272461
	Iteration 12Q: 3 clusters Score -1.957355e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115736 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -19574496.000000 Penalty: 5887.272461
	Iteration 13Q: 3 clusters Score -1.95745e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118094 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -19575374.000000 Penalty: 5887.272461
	Iteration 14Q: 3 clusters Score -1.957537e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120458 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -19576392.000000 Penalty: 5887.272461
	Iteration 15Q: 3 clusters Score -1.957639e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122887 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -19577474.000000 Penalty: 5887.272461
	Iteration 16Q: 3 clusters Score -1.957747e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125330 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -19578498.000000 Penalty: 5887.272461
	Iteration 17Q: 3 clusters Score -1.95785e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127758 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -19579770.000000 Penalty: 5887.272461
	Iteration 18Q: 3 clusters Score -1.957977e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130096 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -19581026.000000 Penalty: 5887.272461
	Iteration 19Q: 3 clusters Score -1.958103e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132225 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -19582150.000000 Penalty: 5887.272461
	Iteration 20F: 3 clusters Score -1.958215e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134028 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -19583264.000000 Penalty: 5887.272461
	Iteration 21Q: 3 clusters Score -1.958326e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135516 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -19584182.000000 Penalty: 5887.272461
	Iteration 22Q: 3 clusters Score -1.958418e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136683 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -19584866.000000 Penalty: 5887.272461
	Iteration 23Q: 3 clusters Score -1.958487e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137520 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -19585414.000000 Penalty: 5887.272461
	Iteration 24Q: 3 clusters Score -1.958541e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138110 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -19585690.000000 Penalty: 5887.272461
	Iteration 25Q: 3 clusters Score -1.958569e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138570 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -19585926.000000 Penalty: 5887.272461
	Iteration 26Q: 3 clusters Score -1.958593e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138907 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -19586096.000000 Penalty: 5887.272461
	Iteration 27Q: 3 clusters Score -1.95861e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139159 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -19586198.000000 Penalty: 5887.272461
	Iteration 28Q: 3 clusters Score -1.95862e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139342 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -19586266.000000 Penalty: 5887.272461
	Iteration 29Q: 3 clusters Score -1.958627e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139472 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -19586316.000000 Penalty: 5887.272461
	Iteration 30Q: 3 clusters Score -1.958632e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139582 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -19586384.000000 Penalty: 5887.272461
	Iteration 31Q: 3 clusters Score -1.958638e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139664 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -19586482.000000 Penalty: 5887.272461
	Iteration 32Q: 3 clusters Score -1.958648e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139738 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -19586460.000000 Penalty: 5887.272461
	Iteration 33Q: 3 clusters Score -1.958646e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139798 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -19586466.000000 Penalty: 5887.272461
	Iteration 34Q: 3 clusters Score -1.958647e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139846 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -19586502.000000 Penalty: 5887.272461
	Iteration 35Q: 3 clusters Score -1.95865e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139883 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -19586502.000000 Penalty: 5887.272461
	Iteration 36Q: 3 clusters Score -1.95865e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139906 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -19586492.000000 Penalty: 5887.272461
	Iteration 37Q: 3 clusters Score -1.958649e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139928 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -19586528.000000 Penalty: 5887.272461
	Iteration 38Q: 3 clusters Score -1.958653e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139939 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -19586514.000000 Penalty: 5887.272461
	Iteration 39Q: 3 clusters Score -1.958651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139949 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -19586508.000000 Penalty: 5887.272461
	Iteration 40F: 3 clusters Score -1.958651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139955 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -19586510.000000 Penalty: 5887.272461
	Iteration 41Q: 3 clusters Score -1.958651e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139961 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -19586506.000000 Penalty: 5887.272461
	Iteration 42Q: 3 clusters Score -1.958651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139968 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -19586502.000000 Penalty: 5887.272461
	Iteration 43Q: 3 clusters Score -1.95865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139973 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -19586498.000000 Penalty: 5887.272461
	Iteration 44Q: 3 clusters Score -1.95865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139985 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -19586508.000000 Penalty: 5887.272461
	Iteration 45Q: 3 clusters Score -1.958651e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140001 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -19586494.000000 Penalty: 5887.272461
	Iteration 46Q: 3 clusters Score -1.958649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140001 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -19586486.000000 Penalty: 5887.272461
	Iteration 47Q: 3 clusters Score -1.958649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140005 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -19586502.000000 Penalty: 5887.272461
	Iteration 48Q: 3 clusters Score -1.95865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140009 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -19586512.000000 Penalty: 5887.272461
	Iteration 49Q: 3 clusters Score -1.958651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140011 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -19586512.000000 Penalty: 5887.272461
	Iteration 50Q: 3 clusters Score -1.958651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140015 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -19586508.000000 Penalty: 5887.272461
	Iteration 51Q: 3 clusters Score -1.958651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140022 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -19586516.000000 Penalty: 5887.272461
	Iteration 52Q: 3 clusters Score -1.958652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140026 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -19586526.000000 Penalty: 5887.272461
	Iteration 53Q: 3 clusters Score -1.958653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140032 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -19586510.000000 Penalty: 5887.272461
	Iteration 54Q: 3 clusters Score -1.958651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140035 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -19586506.000000 Penalty: 5887.272461
	Iteration 55Q: 3 clusters Score -1.958651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140039 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -19586526.000000 Penalty: 5887.272461
	Iteration 56Q: 3 clusters Score -1.958653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140043 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -19586518.000000 Penalty: 5887.272461
	Iteration 57Q: 3 clusters Score -1.958652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140049 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -19586516.000000 Penalty: 5887.272461
	Iteration 58Q: 3 clusters Score -1.958652e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140055 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -19586528.000000 Penalty: 5887.272461
	Iteration 59Q: 3 clusters Score -1.958653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140060 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -19586534.000000 Penalty: 5887.272461
	Iteration 60F: 3 clusters Score -1.958653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140069 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -19586542.000000 Penalty: 5887.272461
	Iteration 61Q: 3 clusters Score -1.958654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140075 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -19586540.000000 Penalty: 5887.272461
	Iteration 62Q: 3 clusters Score -1.958654e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140081 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -19586554.000000 Penalty: 5887.272461
	Iteration 63Q: 3 clusters Score -1.958655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140086 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -19586550.000000 Penalty: 5887.272461
	Iteration 64Q: 3 clusters Score -1.958655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140091 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -19586554.000000 Penalty: 5887.272461
	Iteration 65Q: 3 clusters Score -1.958655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140093 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -19586554.000000 Penalty: 5887.272461
	Iteration 66Q: 3 clusters Score -1.958655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140094 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -19586558.000000 Penalty: 5887.272461
	Iteration 67Q: 3 clusters Score -1.958656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140096 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -19586552.000000 Penalty: 5887.272461
	Iteration 68Q: 3 clusters Score -1.958655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140098 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -19586560.000000 Penalty: 5887.272461
	Iteration 69Q: 3 clusters Score -1.958656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140102 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -19586556.000000 Penalty: 5887.272461
	Iteration 70Q: 3 clusters Score -1.958656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140109 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -19586556.000000 Penalty: 5887.272461
	Iteration 71Q: 3 clusters Score -1.958656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140120 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -19586560.000000 Penalty: 5887.272461
	Iteration 72Q: 3 clusters Score -1.958656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140128 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -19586552.000000 Penalty: 5887.272461
	Iteration 73Q: 3 clusters Score -1.958655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140134 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -19586538.000000 Penalty: 5887.272461
	Iteration 74Q: 3 clusters Score -1.958654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140142 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -19586540.000000 Penalty: 5887.272461
	Iteration 75Q: 3 clusters Score -1.958654e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140148 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -19586546.000000 Penalty: 5887.272461
	Iteration 76Q: 3 clusters Score -1.958655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140157 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -19586556.000000 Penalty: 5887.272461
	Iteration 77Q: 3 clusters Score -1.958656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140162 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -19586554.000000 Penalty: 5887.272461
	Iteration 78Q: 3 clusters Score -1.958655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140169 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -19586572.000000 Penalty: 5887.272461
	Iteration 79Q: 3 clusters Score -1.958657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140174 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -19586562.000000 Penalty: 5887.272461
	Iteration 80F: 3 clusters Score -1.958656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140176 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -19586576.000000 Penalty: 5887.272461
	Iteration 81Q: 3 clusters Score -1.958658e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140179 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -19586570.000000 Penalty: 5887.272461
	Iteration 82Q: 3 clusters Score -1.958657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140183 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -19586584.000000 Penalty: 5887.272461
	Iteration 83Q: 3 clusters Score -1.958658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140189 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -19586588.000000 Penalty: 5887.272461
	Iteration 84Q: 3 clusters Score -1.958659e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140200 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -19586564.000000 Penalty: 5887.272461
	Iteration 85Q: 3 clusters Score -1.958656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140206 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -19586562.000000 Penalty: 5887.272461
	Iteration 86Q: 3 clusters Score -1.958656e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140217 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -19586564.000000 Penalty: 5887.272461
	Iteration 87Q: 3 clusters Score -1.958656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140225 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -19586554.000000 Penalty: 5887.272461
	Iteration 88Q: 3 clusters Score -1.958655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140230 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -19586562.000000 Penalty: 5887.272461
	Iteration 89Q: 3 clusters Score -1.958656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140234 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -19586562.000000 Penalty: 5887.272461
	Iteration 90Q: 3 clusters Score -1.958656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140234 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -19586572.000000 Penalty: 5887.272461
	Iteration 91Q: 3 clusters Score -1.958657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140234 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -19586570.000000 Penalty: 5887.272461
	Iteration 92Q: 3 clusters Score -1.958657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140237 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -19586554.000000 Penalty: 5887.272461
	Iteration 93Q: 3 clusters Score -1.958655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140237 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -19586568.000000 Penalty: 5887.272461
	Iteration 94Q: 3 clusters Score -1.958657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140244 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -19586560.000000 Penalty: 5887.272461
	Iteration 95Q: 3 clusters Score -1.958656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140248 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -19586564.000000 Penalty: 5887.272461
	Iteration 96Q: 3 clusters Score -1.958656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140253 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -19586570.000000 Penalty: 5887.272461
	Iteration 97Q: 3 clusters Score -1.958657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140258 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -19586560.000000 Penalty: 5887.272461
	Iteration 98Q: 3 clusters Score -1.958656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140267 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -19586568.000000 Penalty: 5887.272461
	Iteration 99Q: 3 clusters Score -1.958657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140278 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -19586550.000000 Penalty: 5887.272461
	Iteration 100F: 3 clusters Score -1.958655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140289 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -19586550.000000 Penalty: 5887.272461
	Iteration 101Q: 3 clusters Score -1.958655e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140293 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -19586548.000000 Penalty: 5887.272461
	Iteration 102Q: 3 clusters Score -1.958655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140295 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -19586548.000000 Penalty: 5887.272461
	Iteration 103Q: 3 clusters Score -1.958655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140296 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -19586558.000000 Penalty: 5887.272461
	Iteration 104Q: 3 clusters Score -1.958656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140297 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -19586552.000000 Penalty: 5887.272461
	Iteration 105Q: 3 clusters Score -1.958655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140297 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -19586560.000000 Penalty: 5887.272461
	Iteration 106Q: 3 clusters Score -1.958656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140296 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -19586568.000000 Penalty: 5887.272461
	Iteration 107Q: 3 clusters Score -1.958657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140297 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -19586562.000000 Penalty: 5887.272461
	Iteration 108Q: 3 clusters Score -1.958656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140297 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -19586562.000000 Penalty: 5887.272461
	Iteration 109F: 3 clusters Score -1.958656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Entering Unmasked Estep 
Score: -1113960.250000 Penalty: 2230.923828
	Iteration 0F: 2 clusters Score -1113960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1107605.875000 Penalty: 4461.847656
	Iteration 0F: 3 clusters Score -1107606 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1109350.625000 Penalty: 4461.847656
	Iteration 1F: 3 clusters Score -1109351 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1109624.000000 Penalty: 4461.847656
	Iteration 2F: 3 clusters Score -1109624 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1109839.625000 Penalty: 4461.847656
	Iteration 3F: 3 clusters Score -1109840 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1110072.250000 Penalty: 4461.847656
	Iteration 4F: 3 clusters Score -1110072 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1110309.750000 Penalty: 4461.847656
	Iteration 5Q: 3 clusters Score -1110310 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1110571.000000 Penalty: 4461.847656
	Iteration 6Q: 3 clusters Score -1110571 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1110944.000000 Penalty: 4461.847656
	Iteration 7F: 3 clusters Score -1110944 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1111484.875000 Penalty: 4461.847656
	Iteration 8F: 3 clusters Score -1111485 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1112083.000000 Penalty: 4461.847656
	Iteration 9F: 3 clusters Score -1112083 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1112548.000000 Penalty: 4461.847656
	Iteration 10F: 3 clusters Score -1112548 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1112828.375000 Penalty: 4461.847656
	Iteration 11Q: 3 clusters Score -1112828 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1112966.625000 Penalty: 4461.847656
	Iteration 12Q: 3 clusters Score -1112967 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1113035.250000 Penalty: 4461.847656
	Iteration 13Q: 3 clusters Score -1113035 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1113081.125000 Penalty: 4461.847656
	Iteration 14Q: 3 clusters Score -1113081 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1113112.000000 Penalty: 4461.847656
	Iteration 15Q: 3 clusters Score -1113112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1113137.750000 Penalty: 4461.847656
	Iteration 16Q: 3 clusters Score -1113138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1113155.500000 Penalty: 4461.847656
	Iteration 17Q: 3 clusters Score -1113156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1113171.750000 Penalty: 4461.847656
	Iteration 18Q: 3 clusters Score -1113172 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1113186.375000 Penalty: 4461.847656
	Iteration 19Q: 3 clusters Score -1113186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1113188.625000 Penalty: 4461.847656
	Iteration 20F: 3 clusters Score -1113189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1113195.500000 Penalty: 4461.847656
	Iteration 21Q: 3 clusters Score -1113196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1113199.375000 Penalty: 4461.847656
	Iteration 22Q: 3 clusters Score -1113199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1113204.000000 Penalty: 4461.847656
	Iteration 23Q: 3 clusters Score -1113204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1113208.625000 Penalty: 4461.847656
	Iteration 24Q: 3 clusters Score -1113209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1113213.500000 Penalty: 4461.847656
	Iteration 25Q: 3 clusters Score -1113214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1113218.250000 Penalty: 4461.847656
	Iteration 26Q: 3 clusters Score -1113218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1113225.000000 Penalty: 4461.847656
	Iteration 27Q: 3 clusters Score -1113225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1113230.500000 Penalty: 4461.847656
	Iteration 28Q: 3 clusters Score -1113230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1113233.375000 Penalty: 4461.847656
	Iteration 29Q: 3 clusters Score -1113233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1113236.500000 Penalty: 4461.847656
	Iteration 30Q: 3 clusters Score -1113236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1113240.500000 Penalty: 4461.847656
	Iteration 31Q: 3 clusters Score -1113240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1113241.875000 Penalty: 4461.847656
	Iteration 32Q: 3 clusters Score -1113242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1113241.875000 Penalty: 4461.847656
	Iteration 33Q: 3 clusters Score -1113242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1113241.500000 Penalty: 4461.847656
	Iteration 34Q: 3 clusters Score -1113242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1113242.875000 Penalty: 4461.847656
	Iteration 35Q: 3 clusters Score -1113243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1113242.500000 Penalty: 4461.847656
	Iteration 36Q: 3 clusters Score -1113242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1113245.750000 Penalty: 4461.847656
	Iteration 37Q: 3 clusters Score -1113246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1113245.500000 Penalty: 4461.847656
	Iteration 38Q: 3 clusters Score -1113246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1113248.500000 Penalty: 4461.847656
	Iteration 39Q: 3 clusters Score -1113248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1113249.125000 Penalty: 4461.847656
	Iteration 40F: 3 clusters Score -1113249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1113251.625000 Penalty: 4461.847656
	Iteration 41Q: 3 clusters Score -1113252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1113252.625000 Penalty: 4461.847656
	Iteration 42Q: 3 clusters Score -1113253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1113252.125000 Penalty: 4461.847656
	Iteration 43Q: 3 clusters Score -1113252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1113254.000000 Penalty: 4461.847656
	Iteration 44Q: 3 clusters Score -1113254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1113255.625000 Penalty: 4461.847656
	Iteration 45Q: 3 clusters Score -1113256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1113255.375000 Penalty: 4461.847656
	Iteration 46Q: 3 clusters Score -1113255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1113256.125000 Penalty: 4461.847656
	Iteration 47Q: 3 clusters Score -1113256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1113257.875000 Penalty: 4461.847656
	Iteration 48Q: 3 clusters Score -1113258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1113256.000000 Penalty: 4461.847656
	Iteration 49Q: 3 clusters Score -1113256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1113258.750000 Penalty: 4461.847656
	Iteration 50Q: 3 clusters Score -1113259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1113259.375000 Penalty: 4461.847656
	Iteration 51Q: 3 clusters Score -1113259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1113258.875000 Penalty: 4461.847656
	Iteration 52Q: 3 clusters Score -1113259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1113259.750000 Penalty: 4461.847656
	Iteration 53Q: 3 clusters Score -1113260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1113261.375000 Penalty: 4461.847656
	Iteration 54Q: 3 clusters Score -1113261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1113261.250000 Penalty: 4461.847656
	Iteration 55Q: 3 clusters Score -1113261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1113261.250000 Penalty: 4461.847656
	Iteration 56F: 3 clusters Score -1113261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Entering Unmasked Estep 
Score: -7207632.000000 Penalty: 2694.263916
	Iteration 0F: 2 clusters Score -7207632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -7172505.500000 Penalty: 5388.527832
	Iteration 0F: 3 clusters Score -7172506 nChanged 24189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -7185993.000000 Penalty: 5388.527832
	Iteration 1F: 3 clusters Score -7185993 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -7186833.000000 Penalty: 5388.527832
	Iteration 2Q: 3 clusters Score -7186833 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -7188124.500000 Penalty: 5388.527832
	Iteration 3F: 3 clusters Score -7188124 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -7190272.000000 Penalty: 5388.527832
	Iteration 4F: 3 clusters Score -7190272 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 31788 members 
Entering Unmasked Estep 
Score: -7193214.000000 Penalty: 5388.527832
	Iteration 5F: 3 clusters Score -7193214 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -7196262.000000 Penalty: 5388.527832
	Iteration 6F: 3 clusters Score -7196262 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -7198504.000000 Penalty: 5388.527832
	Iteration 7F: 3 clusters Score -7198504 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -7199708.500000 Penalty: 5388.527832
	Iteration 8F: 3 clusters Score -7199708 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -7200361.500000 Penalty: 5388.527832
	Iteration 9Q: 3 clusters Score -7200362 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -7200757.500000 Penalty: 5388.527832
	Iteration 10Q: 3 clusters Score -7200758 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -7201010.000000 Penalty: 5388.527832
	Iteration 11Q: 3 clusters Score -7201010 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -7201200.500000 Penalty: 5388.527832
	Iteration 12Q: 3 clusters Score -7201200 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -7201389.000000 Penalty: 5388.527832
	Iteration 13Q: 3 clusters Score -7201389 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 41685 members 
Entering Unmasked Estep 
Score: -7201625.500000 Penalty: 5388.527832
	Iteration 14Q: 3 clusters Score -7201626 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -7201828.500000 Penalty: 5388.527832
	Iteration 15Q: 3 clusters Score -7201828 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -7202063.000000 Penalty: 5388.527832
	Iteration 16Q: 3 clusters Score -7202063 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -7202322.000000 Penalty: 5388.527832
	Iteration 17Q: 3 clusters Score -7202322 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -7202613.500000 Penalty: 5388.527832
	Iteration 18Q: 3 clusters Score -7202614 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -7202924.500000 Penalty: 5388.527832
	Iteration 19Q: 3 clusters Score -7202924 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -7203257.000000 Penalty: 5388.527832
	Iteration 20F: 3 clusters Score -7203257 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 47512 members 
Entering Unmasked Estep 
Score: -7203548.500000 Penalty: 5388.527832
	Iteration 21Q: 3 clusters Score -7203548 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -7203814.500000 Penalty: 5388.527832
	Iteration 22Q: 3 clusters Score -7203814 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 48813 members 
Entering Unmasked Estep 
Score: -7204093.000000 Penalty: 5388.527832
	Iteration 23Q: 3 clusters Score -7204093 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -7204307.000000 Penalty: 5388.527832
	Iteration 24Q: 3 clusters Score -7204307 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 49781 members 
Entering Unmasked Estep 
Score: -7204549.000000 Penalty: 5388.527832
	Iteration 25Q: 3 clusters Score -7204549 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -7204728.500000 Penalty: 5388.527832
	Iteration 26Q: 3 clusters Score -7204728 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -7204875.000000 Penalty: 5388.527832
	Iteration 27Q: 3 clusters Score -7204875 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 50671 members 
Entering Unmasked Estep 
Score: -7204998.000000 Penalty: 5388.527832
	Iteration 28Q: 3 clusters Score -7204998 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -7205083.000000 Penalty: 5388.527832
	Iteration 29Q: 3 clusters Score -7205083 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -7205135.000000 Penalty: 5388.527832
	Iteration 30Q: 3 clusters Score -7205135 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 51080 members 
Entering Unmasked Estep 
Score: -7205198.500000 Penalty: 5388.527832
	Iteration 31Q: 3 clusters Score -7205198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 51150 members 
Entering Unmasked Estep 
Score: -7205231.000000 Penalty: 5388.527832
	Iteration 32Q: 3 clusters Score -7205231 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -7205259.500000 Penalty: 5388.527832
	Iteration 33Q: 3 clusters Score -7205260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -7205284.500000 Penalty: 5388.527832
	Iteration 34Q: 3 clusters Score -7205284 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -7205305.500000 Penalty: 5388.527832
	Iteration 35Q: 3 clusters Score -7205306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -7205313.500000 Penalty: 5388.527832
	Iteration 36Q: 3 clusters Score -7205314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -7205318.000000 Penalty: 5388.527832
	Iteration 37Q: 3 clusters Score -7205318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 51357 members 
Entering Unmasked Estep 
Score: -7205322.000000 Penalty: 5388.527832
	Iteration 38Q: 3 clusters Score -7205322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 51376 members 
Entering Unmasked Estep 
Score: -7205333.000000 Penalty: 5388.527832
	Iteration 39Q: 3 clusters Score -7205333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 51395 members 
Entering Unmasked Estep 
Score: -7205342.500000 Penalty: 5388.527832
	Iteration 40F: 3 clusters Score -7205342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -7205342.000000 Penalty: 5388.527832
	Iteration 41Q: 3 clusters Score -7205342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -7205346.500000 Penalty: 5388.527832
	Iteration 42Q: 3 clusters Score -7205346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -7205351.500000 Penalty: 5388.527832
	Iteration 43Q: 3 clusters Score -7205352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 51421 members 
Entering Unmasked Estep 
Score: -7205354.500000 Penalty: 5388.527832
	Iteration 44Q: 3 clusters Score -7205354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 51424 members 
Entering Unmasked Estep 
Score: -7205350.500000 Penalty: 5388.527832
	Iteration 45Q: 3 clusters Score -7205350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -7205354.500000 Penalty: 5388.527832
	Iteration 46Q: 3 clusters Score -7205354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 51427 members 
Entering Unmasked Estep 
Score: -7205360.000000 Penalty: 5388.527832
	Iteration 47Q: 3 clusters Score -7205360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -7205358.000000 Penalty: 5388.527832
	Iteration 48Q: 3 clusters Score -7205358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -7205358.000000 Penalty: 5388.527832
	Iteration 49F: 3 clusters Score -7205358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Entering Unmasked Estep 
Score: -917629.312500 Penalty: 2201.313965
	Iteration 0F: 2 clusters Score -917629.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -911874.062500 Penalty: 4402.627930
	Iteration 0F: 3 clusters Score -911874.1 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -913623.750000 Penalty: 4402.627930
	Iteration 1F: 3 clusters Score -913623.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -914022.812500 Penalty: 4402.627930
	Iteration 2F: 3 clusters Score -914022.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -914359.125000 Penalty: 4402.627930
	Iteration 3F: 3 clusters Score -914359.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -914701.812500 Penalty: 4402.627930
	Iteration 4F: 3 clusters Score -914701.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -915023.187500 Penalty: 4402.627930
	Iteration 5F: 3 clusters Score -915023.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -915299.312500 Penalty: 4402.627930
	Iteration 6Q: 3 clusters Score -915299.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -915521.500000 Penalty: 4402.627930
	Iteration 7Q: 3 clusters Score -915521.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -915704.625000 Penalty: 4402.627930
	Iteration 8Q: 3 clusters Score -915704.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -915883.000000 Penalty: 4402.627930
	Iteration 9Q: 3 clusters Score -915883 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -916019.875000 Penalty: 4402.627930
	Iteration 10Q: 3 clusters Score -916019.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -916131.937500 Penalty: 4402.627930
	Iteration 11Q: 3 clusters Score -916131.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -916217.812500 Penalty: 4402.627930
	Iteration 12Q: 3 clusters Score -916217.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -916291.875000 Penalty: 4402.627930
	Iteration 13Q: 3 clusters Score -916291.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -916349.125000 Penalty: 4402.627930
	Iteration 14Q: 3 clusters Score -916349.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -916406.125000 Penalty: 4402.627930
	Iteration 15Q: 3 clusters Score -916406.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -916441.500000 Penalty: 4402.627930
	Iteration 16Q: 3 clusters Score -916441.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -916472.375000 Penalty: 4402.627930
	Iteration 17Q: 3 clusters Score -916472.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -916494.687500 Penalty: 4402.627930
	Iteration 18Q: 3 clusters Score -916494.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -916512.375000 Penalty: 4402.627930
	Iteration 19Q: 3 clusters Score -916512.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -916522.937500 Penalty: 4402.627930
	Iteration 20F: 3 clusters Score -916522.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -916530.687500 Penalty: 4402.627930
	Iteration 21Q: 3 clusters Score -916530.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -916538.812500 Penalty: 4402.627930
	Iteration 22Q: 3 clusters Score -916538.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -916550.312500 Penalty: 4402.627930
	Iteration 23Q: 3 clusters Score -916550.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -916554.562500 Penalty: 4402.627930
	Iteration 24Q: 3 clusters Score -916554.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -916559.562500 Penalty: 4402.627930
	Iteration 25Q: 3 clusters Score -916559.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -916563.000000 Penalty: 4402.627930
	Iteration 26Q: 3 clusters Score -916563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -916568.312500 Penalty: 4402.627930
	Iteration 27Q: 3 clusters Score -916568.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -916574.687500 Penalty: 4402.627930
	Iteration 28Q: 3 clusters Score -916574.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -916575.312500 Penalty: 4402.627930
	Iteration 29Q: 3 clusters Score -916575.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -916576.062500 Penalty: 4402.627930
	Iteration 30Q: 3 clusters Score -916576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -916576.187500 Penalty: 4402.627930
	Iteration 31Q: 3 clusters Score -916576.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -916576.562500 Penalty: 4402.627930
	Iteration 32Q: 3 clusters Score -916576.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -916576.562500 Penalty: 4402.627930
	Iteration 33F: 3 clusters Score -916576.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -79855.039062 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -79855.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78262.500000 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -78262.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78490.296875 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -78490.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78573.828125 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -78573.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78624.632812 Penalty: 3181.887939
	Iteration 3Q: 3 clusters Score -78624.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -78671.585938 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -78671.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78691.812500 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -78691.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -78715.054688 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -78715.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -78741.898438 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -78741.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -78756.546875 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -78756.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -78768.679688 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -78768.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -78784.750000 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -78784.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78795.796875 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -78795.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78805.656250 Penalty: 3181.887939
	Iteration 12Q: 3 clusters Score -78805.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -78817.015625 Penalty: 3181.887939
	Iteration 13Q: 3 clusters Score -78817.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -78817.015625 Penalty: 3181.887939
	Iteration 14F: 3 clusters Score -78817.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (51389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Entering Unmasked Estep 
Score: -6898709.500000 Penalty: 2690.100586
	Iteration 0F: 2 clusters Score -6898710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -6864327.000000 Penalty: 5380.201172
	Iteration 0F: 3 clusters Score -6864327 nChanged 23689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -6877826.000000 Penalty: 5380.201172
	Iteration 1F: 3 clusters Score -6877826 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -6879204.000000 Penalty: 5380.201172
	Iteration 2F: 3 clusters Score -6879204 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -6881129.000000 Penalty: 5380.201172
	Iteration 3F: 3 clusters Score -6881129 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -6883857.500000 Penalty: 5380.201172
	Iteration 4F: 3 clusters Score -6883858 nChanged 4198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -6886909.000000 Penalty: 5380.201172
	Iteration 5F: 3 clusters Score -6886909 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -6889378.000000 Penalty: 5380.201172
	Iteration 6F: 3 clusters Score -6889378 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -6890790.000000 Penalty: 5380.201172
	Iteration 7F: 3 clusters Score -6890790 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -6891672.000000 Penalty: 5380.201172
	Iteration 8Q: 3 clusters Score -6891672 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -6892220.500000 Penalty: 5380.201172
	Iteration 9Q: 3 clusters Score -6892220 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -6892725.000000 Penalty: 5380.201172
	Iteration 10Q: 3 clusters Score -6892725 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15371 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -6893210.000000 Penalty: 5380.201172
	Iteration 11Q: 3 clusters Score -6893210 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -6893704.000000 Penalty: 5380.201172
	Iteration 12Q: 3 clusters Score -6893704 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -6894157.500000 Penalty: 5380.201172
	Iteration 13Q: 3 clusters Score -6894158 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -6894805.000000 Penalty: 5380.201172
	Iteration 14Q: 3 clusters Score -6894805 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -6895343.000000 Penalty: 5380.201172
	Iteration 15Q: 3 clusters Score -6895343 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -6895828.000000 Penalty: 5380.201172
	Iteration 16Q: 3 clusters Score -6895828 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -6896232.000000 Penalty: 5380.201172
	Iteration 17Q: 3 clusters Score -6896232 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -6896591.000000 Penalty: 5380.201172
	Iteration 18Q: 3 clusters Score -6896591 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -6896933.000000 Penalty: 5380.201172
	Iteration 19Q: 3 clusters Score -6896933 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -6897314.000000 Penalty: 5380.201172
	Iteration 20F: 3 clusters Score -6897314 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -6897622.000000 Penalty: 5380.201172
	Iteration 21Q: 3 clusters Score -6897622 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -6897900.500000 Penalty: 5380.201172
	Iteration 22Q: 3 clusters Score -6897900 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -6898161.000000 Penalty: 5380.201172
	Iteration 23Q: 3 clusters Score -6898161 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -6898357.500000 Penalty: 5380.201172
	Iteration 24Q: 3 clusters Score -6898358 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -6898539.500000 Penalty: 5380.201172
	Iteration 25Q: 3 clusters Score -6898540 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -6898643.000000 Penalty: 5380.201172
	Iteration 26Q: 3 clusters Score -6898643 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -6898710.500000 Penalty: 5380.201172
	Iteration 27Q: 3 clusters Score -6898710 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -6898755.000000 Penalty: 5380.201172
	Iteration 28Q: 3 clusters Score -6898755 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -6898787.000000 Penalty: 5380.201172
	Iteration 29Q: 3 clusters Score -6898787 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -6898822.000000 Penalty: 5380.201172
	Iteration 30Q: 3 clusters Score -6898822 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -6898851.500000 Penalty: 5380.201172
	Iteration 31Q: 3 clusters Score -6898852 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -6898872.500000 Penalty: 5380.201172
	Iteration 32Q: 3 clusters Score -6898872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -6898876.000000 Penalty: 5380.201172
	Iteration 33Q: 3 clusters Score -6898876 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -6898889.500000 Penalty: 5380.201172
	Iteration 34Q: 3 clusters Score -6898890 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -6898925.000000 Penalty: 5380.201172
	Iteration 35Q: 3 clusters Score -6898925 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -6898924.500000 Penalty: 5380.201172
	Iteration 36Q: 3 clusters Score -6898924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 47266 members 
Entering Unmasked Estep 
Score: -6898922.500000 Penalty: 5380.201172
	Iteration 37Q: 3 clusters Score -6898922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -6898925.000000 Penalty: 5380.201172
	Iteration 38Q: 3 clusters Score -6898925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -6898926.500000 Penalty: 5380.201172
	Iteration 39Q: 3 clusters Score -6898926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -6898922.000000 Penalty: 5380.201172
	Iteration 40F: 3 clusters Score -6898922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -6898929.500000 Penalty: 5380.201172
	Iteration 41Q: 3 clusters Score -6898930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -6898925.000000 Penalty: 5380.201172
	Iteration 42Q: 3 clusters Score -6898925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -6898928.500000 Penalty: 5380.201172
	Iteration 43Q: 3 clusters Score -6898928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -6898944.000000 Penalty: 5380.201172
	Iteration 44Q: 3 clusters Score -6898944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 47469 members 
Entering Unmasked Estep 
Score: -6898944.500000 Penalty: 5380.201172
	Iteration 45Q: 3 clusters Score -6898944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -6898932.500000 Penalty: 5380.201172
	Iteration 46Q: 3 clusters Score -6898932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 47500 members 
Entering Unmasked Estep 
Score: -6898941.500000 Penalty: 5380.201172
	Iteration 47Q: 3 clusters Score -6898942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 47514 members 
Entering Unmasked Estep 
Score: -6898942.500000 Penalty: 5380.201172
	Iteration 48Q: 3 clusters Score -6898942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -6898932.500000 Penalty: 5380.201172
	Iteration 49Q: 3 clusters Score -6898932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -6898942.500000 Penalty: 5380.201172
	Iteration 50Q: 3 clusters Score -6898942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -6898940.000000 Penalty: 5380.201172
	Iteration 51Q: 3 clusters Score -6898940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -6898946.000000 Penalty: 5380.201172
	Iteration 52Q: 3 clusters Score -6898946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -6898941.500000 Penalty: 5380.201172
	Iteration 53Q: 3 clusters Score -6898942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -6898942.000000 Penalty: 5380.201172
	Iteration 54Q: 3 clusters Score -6898942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -6898939.000000 Penalty: 5380.201172
	Iteration 55Q: 3 clusters Score -6898939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -6898947.000000 Penalty: 5380.201172
	Iteration 56Q: 3 clusters Score -6898947 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -6898950.500000 Penalty: 5380.201172
	Iteration 57Q: 3 clusters Score -6898950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -6898959.000000 Penalty: 5380.201172
	Iteration 58Q: 3 clusters Score -6898959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -6898957.000000 Penalty: 5380.201172
	Iteration 59Q: 3 clusters Score -6898957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 47617 members 
Entering Unmasked Estep 
Score: -6898955.500000 Penalty: 5380.201172
	Iteration 60F: 3 clusters Score -6898956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -6898953.500000 Penalty: 5380.201172
	Iteration 61Q: 3 clusters Score -6898954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 47619 members 
Entering Unmasked Estep 
Score: -6898953.500000 Penalty: 5380.201172
	Iteration 62F: 3 clusters Score -6898954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75332 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142843 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 3770 members 
Mstep: Class 16 contains 28708 members 
Mstep: Class 17 contains 50624 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27093 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283644 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 47619 members 
Entering Unmasked Estep 
Score: -122224688.000000 Penalty: 98657.695312
Splitting cluster 15 changes total score from -122225704.000000 to -122224688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (28708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Entering Unmasked Estep 
Score: -3597862.750000 Penalty: 2545.702881
	Iteration 0F: 2 clusters Score -3597863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3578048.500000 Penalty: 5091.405762
	Iteration 0F: 3 clusters Score -3578048 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3585775.000000 Penalty: 5091.405762
	Iteration 1F: 3 clusters Score -3585775 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3586894.250000 Penalty: 5091.405762
	Iteration 2F: 3 clusters Score -3586894 nChanged 1892
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -3589329 nChanged 1861
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -3590566 nChanged 1718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -3591706 nChanged 1512
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -3592682 nChanged 1267
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Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3593347 nChanged 1005
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3594145 nChanged 641
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3594407 nChanged 575
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Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3594611 nChanged 471
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3594768 nChanged 452
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Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3594904 nChanged 377
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Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3595086 nChanged 334
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Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3595157 nChanged 315
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Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3595243 nChanged 344
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Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3595349 nChanged 374
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Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3595458 nChanged 350
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Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3595588 nChanged 386
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Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3595710 nChanged 364
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Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3595793 nChanged 371
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Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3595883 nChanged 343
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Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3595978 nChanged 331
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Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3596069 nChanged 334
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Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3596152 nChanged 304
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Mstep: Class 1 contains 19580 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3596274 nChanged 277
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Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 8573 members 
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Mstep: Class 2 contains 8020 members 
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	Iteration 32Q: 3 clusters Score -3596476 nChanged 273
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Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7514 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3596618 nChanged 184
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	Iteration 37Q: 3 clusters Score -3596693 nChanged 180
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	Iteration 39Q: 3 clusters Score -3596766 nChanged 161
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	Iteration 40F: 3 clusters Score -3596787 nChanged 158
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Mstep: Class 1 contains 22445 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3596820 nChanged 158
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Mstep: Class 1 contains 22603 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3596843 nChanged 131
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	Iteration 45Q: 3 clusters Score -3596909 nChanged 105
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	Iteration 47Q: 3 clusters Score -3596942 nChanged 83
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	Iteration 48Q: 3 clusters Score -3596959 nChanged 58
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3596963 nChanged 69
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	Iteration 50Q: 3 clusters Score -3596964 nChanged 63
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	Iteration 51Q: 3 clusters Score -3596972 nChanged 64
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	Iteration 52Q: 3 clusters Score -3596992 nChanged 79
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	Iteration 53Q: 3 clusters Score -3597014 nChanged 82
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3597038 nChanged 89
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3597041 nChanged 95
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	Iteration 56Q: 3 clusters Score -3597068 nChanged 97
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Mstep: Class 1 contains 23911 members 
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	Iteration 57Q: 3 clusters Score -3597086 nChanged 83
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	Iteration 58Q: 3 clusters Score -3597107 nChanged 85
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Mstep: Class 1 contains 24057 members 
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	Iteration 59Q: 3 clusters Score -3597123 nChanged 83
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	Iteration 60F: 3 clusters Score -3597147 nChanged 79
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	Iteration 61Q: 3 clusters Score -3597170 nChanged 85
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	Iteration 62Q: 3 clusters Score -3597181 nChanged 65
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3597190 nChanged 66
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	Iteration 64Q: 3 clusters Score -3597197 nChanged 55
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	Iteration 65Q: 3 clusters Score -3597207 nChanged 54
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3597222 nChanged 51
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	Iteration 67Q: 3 clusters Score -3597236 nChanged 44
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	Iteration 68Q: 3 clusters Score -3597241 nChanged 37
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3597260 nChanged 24
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Mstep: Class 1 contains 24604 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3597258 nChanged 24
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Mstep: Class 1 contains 24626 members 
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	Iteration 71Q: 3 clusters Score -3597259 nChanged 26
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	Iteration 72Q: 3 clusters Score -3597257 nChanged 17
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Mstep: Class 1 contains 24665 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3597256 nChanged 13
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Mstep: Class 1 contains 24678 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3597262 nChanged 17
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Mstep: Class 1 contains 24695 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3597264 nChanged 13
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	Iteration 76Q: 3 clusters Score -3597262 nChanged 11
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3597264 nChanged 11
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	Iteration 78Q: 3 clusters Score -3597270 nChanged 16
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Mstep: Class 1 contains 24740 members 
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	Iteration 79Q: 3 clusters Score -3597271 nChanged 16
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Mstep: Class 1 contains 24756 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3597268 nChanged 15
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	Iteration 81Q: 3 clusters Score -3597275 nChanged 22
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	Iteration 82Q: 3 clusters Score -3597268 nChanged 16
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Mstep: Class 1 contains 24809 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3597278 nChanged 9
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Mstep: Class 1 contains 24818 members 
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	Iteration 84Q: 3 clusters Score -3597281 nChanged 12
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	Iteration 85Q: 3 clusters Score -3597280 nChanged 12
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	Iteration 86Q: 3 clusters Score -3597278 nChanged 11
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Mstep: Class 1 contains 24843 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3597276 nChanged 11
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Mstep: Class 1 contains 24852 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3597282 nChanged 6
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Mstep: Class 1 contains 24856 members 
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	Iteration 89Q: 3 clusters Score -3597281 nChanged 7
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Mstep: Class 1 contains 24863 members 
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	Iteration 90Q: 3 clusters Score -3597278 nChanged 10
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3597284 nChanged 4
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	Iteration 92Q: 3 clusters Score -3597288 nChanged 3
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	Iteration 93Q: 3 clusters Score -3597291 nChanged 1
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	Iteration 94Q: 3 clusters Score -3597288 nChanged 2
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Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3597289.500000 Penalty: 5091.405762
	Iteration 95Q: 3 clusters Score -3597290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24885 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3597292.250000 Penalty: 5091.405762
	Iteration 96Q: 3 clusters Score -3597292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3597292.000000 Penalty: 5091.405762
	Iteration 97Q: 3 clusters Score -3597292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3597296.750000 Penalty: 5091.405762
	Iteration 98Q: 3 clusters Score -3597297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3597293.500000 Penalty: 5091.405762
	Iteration 99Q: 3 clusters Score -3597294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3597295.750000 Penalty: 5091.405762
	Iteration 100F: 3 clusters Score -3597296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3597293.250000 Penalty: 5091.405762
	Iteration 101Q: 3 clusters Score -3597293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -3597294.750000 Penalty: 5091.405762
	Iteration 102Q: 3 clusters Score -3597295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3597291.500000 Penalty: 5091.405762
	Iteration 103Q: 3 clusters Score -3597292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -3597295.000000 Penalty: 5091.405762
	Iteration 104Q: 3 clusters Score -3597295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3597295.000000 Penalty: 5091.405762
	Iteration 105Q: 3 clusters Score -3597295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3597296.500000 Penalty: 5091.405762
	Iteration 106Q: 3 clusters Score -3597296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -3597294.500000 Penalty: 5091.405762
	Iteration 107Q: 3 clusters Score -3597294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3597296.000000 Penalty: 5091.405762
	Iteration 108Q: 3 clusters Score -3597296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3597289.750000 Penalty: 5091.405762
	Iteration 109Q: 3 clusters Score -3597290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -3597290.750000 Penalty: 5091.405762
	Iteration 110Q: 3 clusters Score -3597291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3597291.250000 Penalty: 5091.405762
	Iteration 111Q: 3 clusters Score -3597291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -3597292.500000 Penalty: 5091.405762
	Iteration 112Q: 3 clusters Score -3597292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3597295.750000 Penalty: 5091.405762
	Iteration 113Q: 3 clusters Score -3597296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3597295.500000 Penalty: 5091.405762
	Iteration 114Q: 3 clusters Score -3597296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -3597298.000000 Penalty: 5091.405762
	Iteration 115Q: 3 clusters Score -3597298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3597295.250000 Penalty: 5091.405762
	Iteration 116Q: 3 clusters Score -3597295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3597296.750000 Penalty: 5091.405762
	Iteration 117Q: 3 clusters Score -3597297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3597296.750000 Penalty: 5091.405762
	Iteration 118F: 3 clusters Score -3597297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (50624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50624 members 
Entering Unmasked Estep 
Score: -6676430.500000 Penalty: 2686.380859
	Iteration 0F: 2 clusters Score -6676430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -6642333.500000 Penalty: 5372.761719
	Iteration 0F: 3 clusters Score -6642334 nChanged 23371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -6655492.500000 Penalty: 5372.761719
	Iteration 1F: 3 clusters Score -6655492 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -6656215.000000 Penalty: 5372.761719
	Iteration 2Q: 3 clusters Score -6656215 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -6657043.500000 Penalty: 5372.761719
	Iteration 3Q: 3 clusters Score -6657044 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -6658072.500000 Penalty: 5372.761719
	Iteration 4Q: 3 clusters Score -6658072 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -6659561.500000 Penalty: 5372.761719
	Iteration 5F: 3 clusters Score -6659562 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -6661580.000000 Penalty: 5372.761719
	Iteration 6F: 3 clusters Score -6661580 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -6664163.000000 Penalty: 5372.761719
	Iteration 7F: 3 clusters Score -6664163 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -6667093.000000 Penalty: 5372.761719
	Iteration 8F: 3 clusters Score -6667093 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -6669787.000000 Penalty: 5372.761719
	Iteration 9F: 3 clusters Score -6669787 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -6671733.500000 Penalty: 5372.761719
	Iteration 10Q: 3 clusters Score -6671734 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -6672925.500000 Penalty: 5372.761719
	Iteration 11Q: 3 clusters Score -6672926 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -6673628.500000 Penalty: 5372.761719
	Iteration 12Q: 3 clusters Score -6673628 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -6674026.000000 Penalty: 5372.761719
	Iteration 13Q: 3 clusters Score -6674026 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -6674241.500000 Penalty: 5372.761719
	Iteration 14Q: 3 clusters Score -6674242 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -6674410.500000 Penalty: 5372.761719
	Iteration 15Q: 3 clusters Score -6674410 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -6674530.000000 Penalty: 5372.761719
	Iteration 16Q: 3 clusters Score -6674530 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -6674647.500000 Penalty: 5372.761719
	Iteration 17Q: 3 clusters Score -6674648 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -6674709.000000 Penalty: 5372.761719
	Iteration 18Q: 3 clusters Score -6674709 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -6674775.500000 Penalty: 5372.761719
	Iteration 19Q: 3 clusters Score -6674776 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -6674827.500000 Penalty: 5372.761719
	Iteration 20F: 3 clusters Score -6674828 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 49540 members 
Entering Unmasked Estep 
Score: -6674872.500000 Penalty: 5372.761719
	Iteration 21Q: 3 clusters Score -6674872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 49558 members 
Entering Unmasked Estep 
Score: -6674888.000000 Penalty: 5372.761719
	Iteration 22Q: 3 clusters Score -6674888 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -6674920.000000 Penalty: 5372.761719
	Iteration 23Q: 3 clusters Score -6674920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -6674945.000000 Penalty: 5372.761719
	Iteration 24Q: 3 clusters Score -6674945 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -6674974.000000 Penalty: 5372.761719
	Iteration 25Q: 3 clusters Score -6674974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -6675012.000000 Penalty: 5372.761719
	Iteration 26Q: 3 clusters Score -6675012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -6675042.000000 Penalty: 5372.761719
	Iteration 27Q: 3 clusters Score -6675042 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -6675081.500000 Penalty: 5372.761719
	Iteration 28Q: 3 clusters Score -6675082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -6675098.500000 Penalty: 5372.761719
	Iteration 29Q: 3 clusters Score -6675098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -6675122.500000 Penalty: 5372.761719
	Iteration 30Q: 3 clusters Score -6675122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 49669 members 
Entering Unmasked Estep 
Score: -6675143.000000 Penalty: 5372.761719
	Iteration 31Q: 3 clusters Score -6675143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -6675153.500000 Penalty: 5372.761719
	Iteration 32Q: 3 clusters Score -6675154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -6675157.000000 Penalty: 5372.761719
	Iteration 33Q: 3 clusters Score -6675157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -6675160.500000 Penalty: 5372.761719
	Iteration 34Q: 3 clusters Score -6675160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -6675158.500000 Penalty: 5372.761719
	Iteration 35Q: 3 clusters Score -6675158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -6675161.500000 Penalty: 5372.761719
	Iteration 36Q: 3 clusters Score -6675162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -6675162.000000 Penalty: 5372.761719
	Iteration 37Q: 3 clusters Score -6675162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 49665 members 
Entering Unmasked Estep 
Score: -6675164.500000 Penalty: 5372.761719
	Iteration 38Q: 3 clusters Score -6675164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -6675170.500000 Penalty: 5372.761719
	Iteration 39Q: 3 clusters Score -6675170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -6675173.500000 Penalty: 5372.761719
	Iteration 40F: 3 clusters Score -6675174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 49658 members 
Entering Unmasked Estep 
Score: -6675170.500000 Penalty: 5372.761719
	Iteration 41Q: 3 clusters Score -6675170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -6675170.000000 Penalty: 5372.761719
	Iteration 42Q: 3 clusters Score -6675170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -6675174.000000 Penalty: 5372.761719
	Iteration 43Q: 3 clusters Score -6675174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -6675178.500000 Penalty: 5372.761719
	Iteration 44Q: 3 clusters Score -6675178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -6675175.500000 Penalty: 5372.761719
	Iteration 45Q: 3 clusters Score -6675176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -6675175.000000 Penalty: 5372.761719
	Iteration 46Q: 3 clusters Score -6675175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -6675179.000000 Penalty: 5372.761719
	Iteration 47Q: 3 clusters Score -6675179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -6675183.000000 Penalty: 5372.761719
	Iteration 48Q: 3 clusters Score -6675183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -6675183.000000 Penalty: 5372.761719
	Iteration 49F: 3 clusters Score -6675183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -398955.406250 Penalty: 1968.734497
	Iteration 0F: 2 clusters Score -398955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -395808.093750 Penalty: 3937.468994
	Iteration 0F: 3 clusters Score -395808.1 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -396421.750000 Penalty: 3937.468994
	Iteration 1F: 3 clusters Score -396421.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -396563.312500 Penalty: 3937.468994
	Iteration 2F: 3 clusters Score -396563.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -396635.375000 Penalty: 3937.468994
	Iteration 3Q: 3 clusters Score -396635.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -396671.375000 Penalty: 3937.468994
	Iteration 4Q: 3 clusters Score -396671.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -396701.281250 Penalty: 3937.468994
	Iteration 5Q: 3 clusters Score -396701.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -396724.031250 Penalty: 3937.468994
	Iteration 6Q: 3 clusters Score -396724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -396738.312500 Penalty: 3937.468994
	Iteration 7Q: 3 clusters Score -396738.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -396748.468750 Penalty: 3937.468994
	Iteration 8Q: 3 clusters Score -396748.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -396755.593750 Penalty: 3937.468994
	Iteration 9Q: 3 clusters Score -396755.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -396760.406250 Penalty: 3937.468994
	Iteration 10Q: 3 clusters Score -396760.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -396766.937500 Penalty: 3937.468994
	Iteration 11Q: 3 clusters Score -396766.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -396772.312500 Penalty: 3937.468994
	Iteration 12Q: 3 clusters Score -396772.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -396779.250000 Penalty: 3937.468994
	Iteration 13Q: 3 clusters Score -396779.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -396784.812500 Penalty: 3937.468994
	Iteration 14Q: 3 clusters Score -396784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -396787.531250 Penalty: 3937.468994
	Iteration 15Q: 3 clusters Score -396787.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -396791.843750 Penalty: 3937.468994
	Iteration 16Q: 3 clusters Score -396791.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -396794.562500 Penalty: 3937.468994
	Iteration 17Q: 3 clusters Score -396794.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -396797.843750 Penalty: 3937.468994
	Iteration 18Q: 3 clusters Score -396797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -396798.937500 Penalty: 3937.468994
	Iteration 19Q: 3 clusters Score -396798.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -396801.312500 Penalty: 3937.468994
	Iteration 20F: 3 clusters Score -396801.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -396801.656250 Penalty: 3937.468994
	Iteration 21Q: 3 clusters Score -396801.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -396802.000000 Penalty: 3937.468994
	Iteration 22Q: 3 clusters Score -396802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -396803.125000 Penalty: 3937.468994
	Iteration 23Q: 3 clusters Score -396803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -396803.406250 Penalty: 3937.468994
	Iteration 24Q: 3 clusters Score -396803.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -396804.656250 Penalty: 3937.468994
	Iteration 25Q: 3 clusters Score -396804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -396804.687500 Penalty: 3937.468994
	Iteration 26Q: 3 clusters Score -396804.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -396804.687500 Penalty: 3937.468994
	Iteration 27F: 3 clusters Score -396804.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -57223.523438 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -57223.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -55829.410156 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -55829.41 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -56221.949219 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -56221.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56447.777344 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -56447.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -56587.488281 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -56587.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56743.351562 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -56743.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -56836.175781 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -56836.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56873.476562 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -56873.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56887.675781 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -56887.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -56900.605469 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -56900.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56909.394531 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -56909.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56914.730469 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -56914.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56921.667969 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -56921.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56927.652344 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -56927.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56929.300781 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -56929.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -56929.300781 Penalty: 3059.088379
	Iteration 14F: 3 clusters Score -56929.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Entering Unmasked Estep 
Score: -48462.976562 Penalty: 1503.818726
	Iteration 0F: 2 clusters Score -48462.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -47172.164062 Penalty: 3007.637451
	Iteration 0F: 3 clusters Score -47172.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47619.789062 Penalty: 3007.637451
	Iteration 1F: 3 clusters Score -47619.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -47838.199219 Penalty: 3007.637451
	Iteration 2F: 3 clusters Score -47838.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -47951.445312 Penalty: 3007.637451
	Iteration 3Q: 3 clusters Score -47951.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48121.332031 Penalty: 3007.637451
	Iteration 4Q: 3 clusters Score -48121.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48240.332031 Penalty: 3007.637451
	Iteration 5Q: 3 clusters Score -48240.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48432.429688 Penalty: 3007.637451
	Iteration 6Q: 3 clusters Score -48432.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -48503.152344 Penalty: 3007.637451
	Iteration 7Q: 3 clusters Score -48503.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48593.355469 Penalty: 3007.637451
	Iteration 8Q: 3 clusters Score -48593.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -48792.425781 Penalty: 3007.637451
	Iteration 9Q: 3 clusters Score -48792.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -48957.585938 Penalty: 3007.637451
	Iteration 10Q: 3 clusters Score -48957.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -48975.644531 Penalty: 3007.637451
	Iteration 11Q: 3 clusters Score -48975.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49000.738281 Penalty: 3007.637451
	Iteration 12Q: 3 clusters Score -49000.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49038.945312 Penalty: 3007.637451
	Iteration 13Q: 3 clusters Score -49038.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49075.828125 Penalty: 3007.637451
	Iteration 14Q: 3 clusters Score -49075.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49116.167969 Penalty: 3007.637451
	Iteration 15Q: 3 clusters Score -49116.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49142.656250 Penalty: 3007.637451
	Iteration 16Q: 3 clusters Score -49142.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49142.656250 Penalty: 3007.637451
	Iteration 17F: 3 clusters Score -49142.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75332 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142843 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28708 members 
Mstep: Class 17 contains 50624 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 217 members 
Mstep: Class 21 contains 27093 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283644 members 
Mstep: Class 28 contains 1061 members 
Mstep: Class 29 contains 213 members 
Entering Unmasked Estep 
Score: -122224456.000000 Penalty: 98657.695312
Splitting cluster 20 changes total score from -122225704.000000 to -122224456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (27093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Entering Unmasked Estep 
Score: -3787249.250000 Penalty: 2531.343506
	Iteration 0F: 2 clusters Score -3787249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -3768504.250000 Penalty: 5062.687012
	Iteration 0F: 3 clusters Score -3768504 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -3775088.000000 Penalty: 5062.687012
	Iteration 1F: 3 clusters Score -3775088 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3775444.000000 Penalty: 5062.687012
	Iteration 2Q: 3 clusters Score -3775444 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -3775754.250000 Penalty: 5062.687012
	Iteration 3Q: 3 clusters Score -3775754 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -3775993.000000 Penalty: 5062.687012
	Iteration 4Q: 3 clusters Score -3775993 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -3776168.250000 Penalty: 5062.687012
	Iteration 5Q: 3 clusters Score -3776168 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3776310.750000 Penalty: 5062.687012
	Iteration 6Q: 3 clusters Score -3776311 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -3776427.500000 Penalty: 5062.687012
	Iteration 7Q: 3 clusters Score -3776428 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -3776567.250000 Penalty: 5062.687012
	Iteration 8Q: 3 clusters Score -3776567 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3776745.500000 Penalty: 5062.687012
	Iteration 9Q: 3 clusters Score -3776746 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -3776944.750000 Penalty: 5062.687012
	Iteration 10Q: 3 clusters Score -3776945 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -3777259.750000 Penalty: 5062.687012
	Iteration 11Q: 3 clusters Score -3777260 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -3777732.750000 Penalty: 5062.687012
	Iteration 12Q: 3 clusters Score -3777733 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3778395.750000 Penalty: 5062.687012
	Iteration 13Q: 3 clusters Score -3778396 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -3779383.250000 Penalty: 5062.687012
	Iteration 14F: 3 clusters Score -3779383 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -3780654.500000 Penalty: 5062.687012
	Iteration 15F: 3 clusters Score -3780654 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -3782034.750000 Penalty: 5062.687012
	Iteration 16F: 3 clusters Score -3782035 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3783201.750000 Penalty: 5062.687012
	Iteration 17Q: 3 clusters Score -3783202 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -3783971.500000 Penalty: 5062.687012
	Iteration 18Q: 3 clusters Score -3783972 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3784400.750000 Penalty: 5062.687012
	Iteration 19Q: 3 clusters Score -3784401 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3784643.750000 Penalty: 5062.687012
	Iteration 20F: 3 clusters Score -3784644 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3784773.750000 Penalty: 5062.687012
	Iteration 21Q: 3 clusters Score -3784774 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -3784859.500000 Penalty: 5062.687012
	Iteration 22Q: 3 clusters Score -3784860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3784914.250000 Penalty: 5062.687012
	Iteration 23Q: 3 clusters Score -3784914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -3784935.500000 Penalty: 5062.687012
	Iteration 24Q: 3 clusters Score -3784936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -3784949.500000 Penalty: 5062.687012
	Iteration 25Q: 3 clusters Score -3784950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -3784963.250000 Penalty: 5062.687012
	Iteration 26Q: 3 clusters Score -3784963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3784972.500000 Penalty: 5062.687012
	Iteration 27Q: 3 clusters Score -3784972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -3784980.250000 Penalty: 5062.687012
	Iteration 28Q: 3 clusters Score -3784980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 26758 members 
Entering Unmasked Estep 
Score: -3784987.750000 Penalty: 5062.687012
	Iteration 29Q: 3 clusters Score -3784988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3784988.500000 Penalty: 5062.687012
	Iteration 30Q: 3 clusters Score -3784988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -3784992.000000 Penalty: 5062.687012
	Iteration 31Q: 3 clusters Score -3784992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3784994.250000 Penalty: 5062.687012
	Iteration 32Q: 3 clusters Score -3784994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -3784997.000000 Penalty: 5062.687012
	Iteration 33Q: 3 clusters Score -3784997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -3784996.750000 Penalty: 5062.687012
	Iteration 34Q: 3 clusters Score -3784997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3784994.750000 Penalty: 5062.687012
	Iteration 35Q: 3 clusters Score -3784995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -3784994.750000 Penalty: 5062.687012
	Iteration 36F: 3 clusters Score -3784995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -151886.656250 Penalty: 1741.671265
	Iteration 0F: 2 clusters Score -151886.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -149891.562500 Penalty: 3483.342529
	Iteration 0F: 3 clusters Score -149891.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -150208.234375 Penalty: 3483.342529
	Iteration 1F: 3 clusters Score -150208.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -150310.078125 Penalty: 3483.342529
	Iteration 2F: 3 clusters Score -150310.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -150365.859375 Penalty: 3483.342529
	Iteration 3Q: 3 clusters Score -150365.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -150415.578125 Penalty: 3483.342529
	Iteration 4Q: 3 clusters Score -150415.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -150457.593750 Penalty: 3483.342529
	Iteration 5Q: 3 clusters Score -150457.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -150486.484375 Penalty: 3483.342529
	Iteration 6Q: 3 clusters Score -150486.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -150511.125000 Penalty: 3483.342529
	Iteration 7Q: 3 clusters Score -150511.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -150538.359375 Penalty: 3483.342529
	Iteration 8Q: 3 clusters Score -150538.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -150558.921875 Penalty: 3483.342529
	Iteration 9Q: 3 clusters Score -150558.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -150590.890625 Penalty: 3483.342529
	Iteration 10Q: 3 clusters Score -150590.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -150604.234375 Penalty: 3483.342529
	Iteration 11Q: 3 clusters Score -150604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -150612.671875 Penalty: 3483.342529
	Iteration 12Q: 3 clusters Score -150612.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -150622.000000 Penalty: 3483.342529
	Iteration 13Q: 3 clusters Score -150622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -150629.359375 Penalty: 3483.342529
	Iteration 14Q: 3 clusters Score -150629.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -150635.265625 Penalty: 3483.342529
	Iteration 15Q: 3 clusters Score -150635.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -150637.312500 Penalty: 3483.342529
	Iteration 16Q: 3 clusters Score -150637.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -150638.218750 Penalty: 3483.342529
	Iteration 17Q: 3 clusters Score -150638.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -150638.218750 Penalty: 3483.342529
	Iteration 18F: 3 clusters Score -150638.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Entering Unmasked Estep 
Score: -4041116.750000 Penalty: 2553.333252
	Iteration 0F: 2 clusters Score -4041117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -4020639.500000 Penalty: 5106.666504
	Iteration 0F: 3 clusters Score -4020640 nChanged 13370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -4028266.500000 Penalty: 5106.666504
	Iteration 1F: 3 clusters Score -4028266 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -4029080.750000 Penalty: 5106.666504
	Iteration 2F: 3 clusters Score -4029081 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -4030031.500000 Penalty: 5106.666504
	Iteration 3F: 3 clusters Score -4030032 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -4031165.250000 Penalty: 5106.666504
	Iteration 4F: 3 clusters Score -4031165 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -4032467.000000 Penalty: 5106.666504
	Iteration 5F: 3 clusters Score -4032467 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -4033682.750000 Penalty: 5106.666504
	Iteration 6F: 3 clusters Score -4033683 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -4034509.750000 Penalty: 5106.666504
	Iteration 7F: 3 clusters Score -4034510 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -4034988.750000 Penalty: 5106.666504
	Iteration 8Q: 3 clusters Score -4034989 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -4035213.250000 Penalty: 5106.666504
	Iteration 9Q: 3 clusters Score -4035213 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -4035337.250000 Penalty: 5106.666504
	Iteration 10Q: 3 clusters Score -4035337 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4035406.250000 Penalty: 5106.666504
	Iteration 11Q: 3 clusters Score -4035406 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -4035457.000000 Penalty: 5106.666504
	Iteration 12Q: 3 clusters Score -4035457 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -4035494.000000 Penalty: 5106.666504
	Iteration 13Q: 3 clusters Score -4035494 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -4035506.250000 Penalty: 5106.666504
	Iteration 14Q: 3 clusters Score -4035506 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -4035524.000000 Penalty: 5106.666504
	Iteration 15Q: 3 clusters Score -4035524 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -4035542.250000 Penalty: 5106.666504
	Iteration 16Q: 3 clusters Score -4035542 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -4035552.000000 Penalty: 5106.666504
	Iteration 17Q: 3 clusters Score -4035552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -4035567.500000 Penalty: 5106.666504
	Iteration 18Q: 3 clusters Score -4035568 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -4035570.750000 Penalty: 5106.666504
	Iteration 19Q: 3 clusters Score -4035571 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -4035591.500000 Penalty: 5106.666504
	Iteration 20F: 3 clusters Score -4035592 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -4035610.750000 Penalty: 5106.666504
	Iteration 21Q: 3 clusters Score -4035611 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -4035625.250000 Penalty: 5106.666504
	Iteration 22Q: 3 clusters Score -4035625 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -4035650.500000 Penalty: 5106.666504
	Iteration 23Q: 3 clusters Score -4035650 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -4035672.250000 Penalty: 5106.666504
	Iteration 24Q: 3 clusters Score -4035672 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -4035693.250000 Penalty: 5106.666504
	Iteration 25Q: 3 clusters Score -4035693 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 14437 members 
Entering Unmasked Estep 
Score: -4035703.500000 Penalty: 5106.666504
	Iteration 26Q: 3 clusters Score -4035704 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -4035734.000000 Penalty: 5106.666504
	Iteration 27Q: 3 clusters Score -4035734 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -4035758.250000 Penalty: 5106.666504
	Iteration 28Q: 3 clusters Score -4035758 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -4035826.500000 Penalty: 5106.666504
	Iteration 29Q: 3 clusters Score -4035826 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -4035901.500000 Penalty: 5106.666504
	Iteration 30Q: 3 clusters Score -4035902 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 12952 members 
Entering Unmasked Estep 
Score: -4035983.250000 Penalty: 5106.666504
	Iteration 31Q: 3 clusters Score -4035983 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4036080.500000 Penalty: 5106.666504
	Iteration 32Q: 3 clusters Score -4036080 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -4036187.750000 Penalty: 5106.666504
	Iteration 33Q: 3 clusters Score -4036188 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -4036322.250000 Penalty: 5106.666504
	Iteration 34Q: 3 clusters Score -4036322 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -4036453.750000 Penalty: 5106.666504
	Iteration 35Q: 3 clusters Score -4036454 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -4036577.250000 Penalty: 5106.666504
	Iteration 36Q: 3 clusters Score -4036577 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -4036758.000000 Penalty: 5106.666504
	Iteration 37Q: 3 clusters Score -4036758 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4036954.500000 Penalty: 5106.666504
	Iteration 38Q: 3 clusters Score -4036954 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -4037178.000000 Penalty: 5106.666504
	Iteration 39Q: 3 clusters Score -4037178 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -4037434.750000 Penalty: 5106.666504
	Iteration 40F: 3 clusters Score -4037435 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4037654.750000 Penalty: 5106.666504
	Iteration 41Q: 3 clusters Score -4037655 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -4037933.750000 Penalty: 5106.666504
	Iteration 42Q: 3 clusters Score -4037934 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4038174.750000 Penalty: 5106.666504
	Iteration 43Q: 3 clusters Score -4038175 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -4038401.500000 Penalty: 5106.666504
	Iteration 44Q: 3 clusters Score -4038402 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -4038622.000000 Penalty: 5106.666504
	Iteration 45Q: 3 clusters Score -4038622 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -4038797.500000 Penalty: 5106.666504
	Iteration 46Q: 3 clusters Score -4038798 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -4038957.250000 Penalty: 5106.666504
	Iteration 47Q: 3 clusters Score -4038957 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -4039071.750000 Penalty: 5106.666504
	Iteration 48Q: 3 clusters Score -4039072 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -4039163.250000 Penalty: 5106.666504
	Iteration 49Q: 3 clusters Score -4039163 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4039230.500000 Penalty: 5106.666504
	Iteration 50Q: 3 clusters Score -4039230 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25699 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -4039275.500000 Penalty: 5106.666504
	Iteration 51Q: 3 clusters Score -4039276 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25852 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -4039323.750000 Penalty: 5106.666504
	Iteration 52Q: 3 clusters Score -4039324 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4039384.250000 Penalty: 5106.666504
	Iteration 53Q: 3 clusters Score -4039384 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -4039432.500000 Penalty: 5106.666504
	Iteration 54Q: 3 clusters Score -4039432 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -4039477.750000 Penalty: 5106.666504
	Iteration 55Q: 3 clusters Score -4039478 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -4039518.750000 Penalty: 5106.666504
	Iteration 56Q: 3 clusters Score -4039519 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -4039541.500000 Penalty: 5106.666504
	Iteration 57Q: 3 clusters Score -4039542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4039592.500000 Penalty: 5106.666504
	Iteration 58Q: 3 clusters Score -4039592 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -4039611.000000 Penalty: 5106.666504
	Iteration 59Q: 3 clusters Score -4039611 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -4039635.500000 Penalty: 5106.666504
	Iteration 60F: 3 clusters Score -4039636 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -4039670.500000 Penalty: 5106.666504
	Iteration 61Q: 3 clusters Score -4039670 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4039677.500000 Penalty: 5106.666504
	Iteration 62Q: 3 clusters Score -4039678 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -4039685.750000 Penalty: 5106.666504
	Iteration 63Q: 3 clusters Score -4039686 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -4039685.750000 Penalty: 5106.666504
	Iteration 64Q: 3 clusters Score -4039686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4039699.000000 Penalty: 5106.666504
	Iteration 65Q: 3 clusters Score -4039699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27047 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4039712.500000 Penalty: 5106.666504
	Iteration 66Q: 3 clusters Score -4039712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -4039713.250000 Penalty: 5106.666504
	Iteration 67Q: 3 clusters Score -4039713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -4039730.000000 Penalty: 5106.666504
	Iteration 68Q: 3 clusters Score -4039730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -4039730.500000 Penalty: 5106.666504
	Iteration 69Q: 3 clusters Score -4039730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4039734.250000 Penalty: 5106.666504
	Iteration 70Q: 3 clusters Score -4039734 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4039746.250000 Penalty: 5106.666504
	Iteration 71Q: 3 clusters Score -4039746 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -4039753.750000 Penalty: 5106.666504
	Iteration 72Q: 3 clusters Score -4039754 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4039755.250000 Penalty: 5106.666504
	Iteration 73Q: 3 clusters Score -4039755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4039755.000000 Penalty: 5106.666504
	Iteration 74Q: 3 clusters Score -4039755 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -4039760.000000 Penalty: 5106.666504
	Iteration 75Q: 3 clusters Score -4039760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4039762.250000 Penalty: 5106.666504
	Iteration 76Q: 3 clusters Score -4039762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -4039770.500000 Penalty: 5106.666504
	Iteration 77Q: 3 clusters Score -4039770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4039774.500000 Penalty: 5106.666504
	Iteration 78Q: 3 clusters Score -4039774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -4039774.250000 Penalty: 5106.666504
	Iteration 79Q: 3 clusters Score -4039774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4039770.500000 Penalty: 5106.666504
	Iteration 80F: 3 clusters Score -4039770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -4039773.250000 Penalty: 5106.666504
	Iteration 81Q: 3 clusters Score -4039773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4039777.500000 Penalty: 5106.666504
	Iteration 82Q: 3 clusters Score -4039778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -4039786.750000 Penalty: 5106.666504
	Iteration 83Q: 3 clusters Score -4039787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4039790.500000 Penalty: 5106.666504
	Iteration 84Q: 3 clusters Score -4039790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -4039790.000000 Penalty: 5106.666504
	Iteration 85Q: 3 clusters Score -4039790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -4039792.000000 Penalty: 5106.666504
	Iteration 86Q: 3 clusters Score -4039792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4039795.750000 Penalty: 5106.666504
	Iteration 87Q: 3 clusters Score -4039796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4039797.000000 Penalty: 5106.666504
	Iteration 88Q: 3 clusters Score -4039797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -4039796.750000 Penalty: 5106.666504
	Iteration 89Q: 3 clusters Score -4039797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4039798.750000 Penalty: 5106.666504
	Iteration 90Q: 3 clusters Score -4039799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -4039798.750000 Penalty: 5106.666504
	Iteration 91Q: 3 clusters Score -4039799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4039797.750000 Penalty: 5106.666504
	Iteration 92Q: 3 clusters Score -4039798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4039797.750000 Penalty: 5106.666504
	Iteration 93F: 3 clusters Score -4039798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Entering Unmasked Estep 
Score: -802070.312500 Penalty: 2156.361084
	Iteration 0F: 2 clusters Score -802070.3 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 2960 members 
Entering Unmasked Estep 
Score: -796937.437500 Penalty: 4312.722168
	Iteration 0F: 3 clusters Score -796937.4 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -798325.875000 Penalty: 4312.722168
	Iteration 1F: 3 clusters Score -798325.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -798760.687500 Penalty: 4312.722168
	Iteration 2F: 3 clusters Score -798760.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -799184.437500 Penalty: 4312.722168
	Iteration 3F: 3 clusters Score -799184.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -799655.125000 Penalty: 4312.722168
	Iteration 4F: 3 clusters Score -799655.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -800080.000000 Penalty: 4312.722168
	Iteration 5F: 3 clusters Score -800080 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -800395.812500 Penalty: 4312.722168
	Iteration 6F: 3 clusters Score -800395.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -800597.625000 Penalty: 4312.722168
	Iteration 7Q: 3 clusters Score -800597.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -800726.312500 Penalty: 4312.722168
	Iteration 8Q: 3 clusters Score -800726.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -800809.125000 Penalty: 4312.722168
	Iteration 9Q: 3 clusters Score -800809.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -800867.625000 Penalty: 4312.722168
	Iteration 10Q: 3 clusters Score -800867.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -800908.625000 Penalty: 4312.722168
	Iteration 11Q: 3 clusters Score -800908.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -800932.562500 Penalty: 4312.722168
	Iteration 12Q: 3 clusters Score -800932.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -800948.562500 Penalty: 4312.722168
	Iteration 13Q: 3 clusters Score -800948.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -800957.562500 Penalty: 4312.722168
	Iteration 14Q: 3 clusters Score -800957.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -800966.500000 Penalty: 4312.722168
	Iteration 15Q: 3 clusters Score -800966.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -800982.812500 Penalty: 4312.722168
	Iteration 16Q: 3 clusters Score -800982.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -800989.000000 Penalty: 4312.722168
	Iteration 17Q: 3 clusters Score -800989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -800993.562500 Penalty: 4312.722168
	Iteration 18Q: 3 clusters Score -800993.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -800995.437500 Penalty: 4312.722168
	Iteration 19Q: 3 clusters Score -800995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -800996.125000 Penalty: 4312.722168
	Iteration 20F: 3 clusters Score -800996.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -800998.750000 Penalty: 4312.722168
	Iteration 21Q: 3 clusters Score -800998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -800999.062500 Penalty: 4312.722168
	Iteration 22Q: 3 clusters Score -800999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -801000.000000 Penalty: 4312.722168
	Iteration 23Q: 3 clusters Score -801000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -800999.875000 Penalty: 4312.722168
	Iteration 24Q: 3 clusters Score -800999.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -801002.000000 Penalty: 4312.722168
	Iteration 25Q: 3 clusters Score -801002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -801001.187500 Penalty: 4312.722168
	Iteration 26Q: 3 clusters Score -801001.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -801002.750000 Penalty: 4312.722168
	Iteration 27Q: 3 clusters Score -801002.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -801003.687500 Penalty: 4312.722168
	Iteration 28Q: 3 clusters Score -801003.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -801003.562500 Penalty: 4312.722168
	Iteration 29Q: 3 clusters Score -801003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -801003.562500 Penalty: 4312.722168
	Iteration 30F: 3 clusters Score -801003.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Entering Unmasked Estep 
Score: -23364.125000 Penalty: 1297.314941
	Iteration 0F: 2 clusters Score -23364.12 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 96 members 
Entering Unmasked Estep 
Score: -22265.660156 Penalty: 2594.629883
	Iteration 0F: 3 clusters Score -22265.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22316.927734 Penalty: 2594.629883
	Iteration 1F: 3 clusters Score -22316.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22348.863281 Penalty: 2594.629883
	Iteration 2Q: 3 clusters Score -22348.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -22403.779297 Penalty: 2594.629883
	Iteration 3Q: 3 clusters Score -22403.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22429.195312 Penalty: 2594.629883
	Iteration 4Q: 3 clusters Score -22429.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22432.794922 Penalty: 2594.629883
	Iteration 5Q: 3 clusters Score -22432.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -22432.794922 Penalty: 2594.629883
	Iteration 6F: 3 clusters Score -22432.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (16061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Entering Unmasked Estep 
Score: -2255429.750000 Penalty: 2401.668945
	Iteration 0F: 2 clusters Score -2255430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2243915.250000 Penalty: 4803.337891
	Iteration 0F: 3 clusters Score -2243915 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2247651.750000 Penalty: 4803.337891
	Iteration 1F: 3 clusters Score -2247652 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2247973.500000 Penalty: 4803.337891
	Iteration 2F: 3 clusters Score -2247974 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2248214.750000 Penalty: 4803.337891
	Iteration 3Q: 3 clusters Score -2248215 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2248392.250000 Penalty: 4803.337891
	Iteration 4Q: 3 clusters Score -2248392 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2248551.000000 Penalty: 4803.337891
	Iteration 5Q: 3 clusters Score -2248551 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2248705.750000 Penalty: 4803.337891
	Iteration 6Q: 3 clusters Score -2248706 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2248911.250000 Penalty: 4803.337891
	Iteration 7Q: 3 clusters Score -2248911 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2249181.250000 Penalty: 4803.337891
	Iteration 8Q: 3 clusters Score -2249181 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2249510.000000 Penalty: 4803.337891
	Iteration 9Q: 3 clusters Score -2249510 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2249904.750000 Penalty: 4803.337891
	Iteration 10Q: 3 clusters Score -2249905 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2250397.000000 Penalty: 4803.337891
	Iteration 11Q: 3 clusters Score -2250397 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -2250951.500000 Penalty: 4803.337891
	Iteration 12F: 3 clusters Score -2250952 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2251505.000000 Penalty: 4803.337891
	Iteration 13Q: 3 clusters Score -2251505 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2252007.250000 Penalty: 4803.337891
	Iteration 14Q: 3 clusters Score -2252007 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2252407.750000 Penalty: 4803.337891
	Iteration 15Q: 3 clusters Score -2252408 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2252722.250000 Penalty: 4803.337891
	Iteration 16Q: 3 clusters Score -2252722 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2252922.000000 Penalty: 4803.337891
	Iteration 17Q: 3 clusters Score -2252922 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2253106.000000 Penalty: 4803.337891
	Iteration 18Q: 3 clusters Score -2253106 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2253228.500000 Penalty: 4803.337891
	Iteration 19Q: 3 clusters Score -2253228 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2253303.500000 Penalty: 4803.337891
	Iteration 20F: 3 clusters Score -2253304 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2253365.000000 Penalty: 4803.337891
	Iteration 21Q: 3 clusters Score -2253365 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2253404.500000 Penalty: 4803.337891
	Iteration 22Q: 3 clusters Score -2253404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2253416.250000 Penalty: 4803.337891
	Iteration 23Q: 3 clusters Score -2253416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2253427.000000 Penalty: 4803.337891
	Iteration 24Q: 3 clusters Score -2253427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2253433.500000 Penalty: 4803.337891
	Iteration 25Q: 3 clusters Score -2253434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2253449.500000 Penalty: 4803.337891
	Iteration 26Q: 3 clusters Score -2253450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2253457.250000 Penalty: 4803.337891
	Iteration 27Q: 3 clusters Score -2253457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2253461.500000 Penalty: 4803.337891
	Iteration 28Q: 3 clusters Score -2253462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2253459.750000 Penalty: 4803.337891
	Iteration 29Q: 3 clusters Score -2253460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2253463.250000 Penalty: 4803.337891
	Iteration 30Q: 3 clusters Score -2253463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2253464.000000 Penalty: 4803.337891
	Iteration 31Q: 3 clusters Score -2253464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2253468.500000 Penalty: 4803.337891
	Iteration 32Q: 3 clusters Score -2253468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2253470.250000 Penalty: 4803.337891
	Iteration 33Q: 3 clusters Score -2253470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2253470.750000 Penalty: 4803.337891
	Iteration 34Q: 3 clusters Score -2253471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2253474.250000 Penalty: 4803.337891
	Iteration 35Q: 3 clusters Score -2253474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2253474.750000 Penalty: 4803.337891
	Iteration 36Q: 3 clusters Score -2253475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2253471.500000 Penalty: 4803.337891
	Iteration 37Q: 3 clusters Score -2253472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2253477.250000 Penalty: 4803.337891
	Iteration 38Q: 3 clusters Score -2253477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2253481.250000 Penalty: 4803.337891
	Iteration 39Q: 3 clusters Score -2253481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2253483.000000 Penalty: 4803.337891
	Iteration 40F: 3 clusters Score -2253483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2253483.750000 Penalty: 4803.337891
	Iteration 41Q: 3 clusters Score -2253484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15091 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2253481.500000 Penalty: 4803.337891
	Iteration 42Q: 3 clusters Score -2253482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2253482.750000 Penalty: 4803.337891
	Iteration 43Q: 3 clusters Score -2253483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2253482.750000 Penalty: 4803.337891
	Iteration 44Q: 3 clusters Score -2253483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2253482.500000 Penalty: 4803.337891
	Iteration 45Q: 3 clusters Score -2253482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2253482.500000 Penalty: 4803.337891
	Iteration 46F: 3 clusters Score -2253482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (283644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283644 members 
Entering Unmasked Estep 
Score: -39534876.000000 Penalty: 3113.757812
	Iteration 0F: 2 clusters Score -3.953488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141824 members 
Mstep: Class 2 contains 141820 members 
Entering Unmasked Estep 
Score: -39384136.000000 Penalty: 6227.515625
	Iteration 0F: 3 clusters Score -3.938414e+07 nChanged 137425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142531 members 
Mstep: Class 2 contains 141113 members 
Entering Unmasked Estep 
Score: -39465704.000000 Penalty: 6227.515625
	Iteration 1F: 3 clusters Score -3.94657e+07 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142049 members 
Mstep: Class 2 contains 141595 members 
Entering Unmasked Estep 
Score: -39467024.000000 Penalty: 6227.515625
	Iteration 2Q: 3 clusters Score -3.946702e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141267 members 
Mstep: Class 2 contains 142377 members 
Entering Unmasked Estep 
Score: -39468780.000000 Penalty: 6227.515625
	Iteration 3Q: 3 clusters Score -3.946878e+07 nChanged 8059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140078 members 
Mstep: Class 2 contains 143566 members 
Entering Unmasked Estep 
Score: -39470908.000000 Penalty: 6227.515625
	Iteration 4Q: 3 clusters Score -3.947091e+07 nChanged 9223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138363 members 
Mstep: Class 2 contains 145281 members 
Entering Unmasked Estep 
Score: -39473868.000000 Penalty: 6227.515625
	Iteration 5Q: 3 clusters Score -3.947387e+07 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135921 members 
Mstep: Class 2 contains 147723 members 
Entering Unmasked Estep 
Score: -39478044.000000 Penalty: 6227.515625
	Iteration 6Q: 3 clusters Score -3.947804e+07 nChanged 13079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132594 members 
Mstep: Class 2 contains 151050 members 
Entering Unmasked Estep 
Score: -39484292.000000 Penalty: 6227.515625
	Iteration 7Q: 3 clusters Score -3.948429e+07 nChanged 15293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128733 members 
Mstep: Class 2 contains 154911 members 
Entering Unmasked Estep 
Score: -39493908.000000 Penalty: 6227.515625
	Iteration 8F: 3 clusters Score -3.949391e+07 nChanged 17292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125325 members 
Mstep: Class 2 contains 158319 members 
Entering Unmasked Estep 
Score: -39506308.000000 Penalty: 6227.515625
	Iteration 9F: 3 clusters Score -3.950631e+07 nChanged 16431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122778 members 
Mstep: Class 2 contains 160866 members 
Entering Unmasked Estep 
Score: -39516376.000000 Penalty: 6227.515625
	Iteration 10F: 3 clusters Score -3.951638e+07 nChanged 12245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120895 members 
Mstep: Class 2 contains 162749 members 
Entering Unmasked Estep 
Score: -39520412.000000 Penalty: 6227.515625
	Iteration 11Q: 3 clusters Score -3.952041e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119088 members 
Mstep: Class 2 contains 164556 members 
Entering Unmasked Estep 
Score: -39521264.000000 Penalty: 6227.515625
	Iteration 12Q: 3 clusters Score -3.952126e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117141 members 
Mstep: Class 2 contains 166503 members 
Entering Unmasked Estep 
Score: -39521940.000000 Penalty: 6227.515625
	Iteration 13Q: 3 clusters Score -3.952194e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115173 members 
Mstep: Class 2 contains 168471 members 
Entering Unmasked Estep 
Score: -39522240.000000 Penalty: 6227.515625
	Iteration 14Q: 3 clusters Score -3.952224e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113170 members 
Mstep: Class 2 contains 170474 members 
Entering Unmasked Estep 
Score: -39522456.000000 Penalty: 6227.515625
	Iteration 15Q: 3 clusters Score -3.952246e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111005 members 
Mstep: Class 2 contains 172639 members 
Entering Unmasked Estep 
Score: -39522668.000000 Penalty: 6227.515625
	Iteration 16Q: 3 clusters Score -3.952267e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108763 members 
Mstep: Class 2 contains 174881 members 
Entering Unmasked Estep 
Score: -39523096.000000 Penalty: 6227.515625
	Iteration 17Q: 3 clusters Score -3.95231e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106518 members 
Mstep: Class 2 contains 177126 members 
Entering Unmasked Estep 
Score: -39523440.000000 Penalty: 6227.515625
	Iteration 18Q: 3 clusters Score -3.952344e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104277 members 
Mstep: Class 2 contains 179367 members 
Entering Unmasked Estep 
Score: -39523692.000000 Penalty: 6227.515625
	Iteration 19Q: 3 clusters Score -3.952369e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101982 members 
Mstep: Class 2 contains 181662 members 
Entering Unmasked Estep 
Score: -39523832.000000 Penalty: 6227.515625
	Iteration 20F: 3 clusters Score -3.952383e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99564 members 
Mstep: Class 2 contains 184080 members 
Entering Unmasked Estep 
Score: -39524192.000000 Penalty: 6227.515625
	Iteration 21Q: 3 clusters Score -3.952419e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 186590 members 
Entering Unmasked Estep 
Score: -39524360.000000 Penalty: 6227.515625
	Iteration 22Q: 3 clusters Score -3.952436e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94368 members 
Mstep: Class 2 contains 189276 members 
Entering Unmasked Estep 
Score: -39525020.000000 Penalty: 6227.515625
	Iteration 23Q: 3 clusters Score -3.952502e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91544 members 
Mstep: Class 2 contains 192100 members 
Entering Unmasked Estep 
Score: -39525688.000000 Penalty: 6227.515625
	Iteration 24Q: 3 clusters Score -3.952569e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88578 members 
Mstep: Class 2 contains 195066 members 
Entering Unmasked Estep 
Score: -39526236.000000 Penalty: 6227.515625
	Iteration 25Q: 3 clusters Score -3.952624e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85374 members 
Mstep: Class 2 contains 198270 members 
Entering Unmasked Estep 
Score: -39526860.000000 Penalty: 6227.515625
	Iteration 26Q: 3 clusters Score -3.952686e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82157 members 
Mstep: Class 2 contains 201487 members 
Entering Unmasked Estep 
Score: -39527376.000000 Penalty: 6227.515625
	Iteration 27Q: 3 clusters Score -3.952738e+07 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78815 members 
Mstep: Class 2 contains 204829 members 
Entering Unmasked Estep 
Score: -39528300.000000 Penalty: 6227.515625
	Iteration 28Q: 3 clusters Score -3.95283e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75197 members 
Mstep: Class 2 contains 208447 members 
Entering Unmasked Estep 
Score: -39529160.000000 Penalty: 6227.515625
	Iteration 29Q: 3 clusters Score -3.952916e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71406 members 
Mstep: Class 2 contains 212238 members 
Entering Unmasked Estep 
Score: -39530136.000000 Penalty: 6227.515625
	Iteration 30Q: 3 clusters Score -3.953014e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67383 members 
Mstep: Class 2 contains 216261 members 
Entering Unmasked Estep 
Score: -39531280.000000 Penalty: 6227.515625
	Iteration 31Q: 3 clusters Score -3.953128e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 220549 members 
Entering Unmasked Estep 
Score: -39532876.000000 Penalty: 6227.515625
	Iteration 32Q: 3 clusters Score -3.953288e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58762 members 
Mstep: Class 2 contains 224882 members 
Entering Unmasked Estep 
Score: -39534032.000000 Penalty: 6227.515625
	Iteration 33Q: 3 clusters Score -3.953403e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54231 members 
Mstep: Class 2 contains 229413 members 
Entering Unmasked Estep 
Score: -39535480.000000 Penalty: 6227.515625
	Iteration 34Q: 3 clusters Score -3.953548e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 233971 members 
Entering Unmasked Estep 
Score: -39536328.000000 Penalty: 6227.515625
	Iteration 35Q: 3 clusters Score -3.953633e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 238285 members 
Entering Unmasked Estep 
Score: -39537828.000000 Penalty: 6227.515625
	Iteration 36Q: 3 clusters Score -3.953783e+07 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 242613 members 
Entering Unmasked Estep 
Score: -39539060.000000 Penalty: 6227.515625
	Iteration 37Q: 3 clusters Score -3.953906e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 247074 members 
Entering Unmasked Estep 
Score: -39539236.000000 Penalty: 6227.515625
	Iteration 38Q: 3 clusters Score -3.953924e+07 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 251419 members 
Entering Unmasked Estep 
Score: -39538868.000000 Penalty: 6227.515625
	Iteration 39Q: 3 clusters Score -3.953887e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 255368 members 
Entering Unmasked Estep 
Score: -39538212.000000 Penalty: 6227.515625
	Iteration 40F: 3 clusters Score -3.953821e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 258916 members 
Entering Unmasked Estep 
Score: -39537980.000000 Penalty: 6227.515625
	Iteration 41Q: 3 clusters Score -3.953798e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 262139 members 
Entering Unmasked Estep 
Score: -39537752.000000 Penalty: 6227.515625
	Iteration 42Q: 3 clusters Score -3.953775e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 265121 members 
Entering Unmasked Estep 
Score: -39536984.000000 Penalty: 6227.515625
	Iteration 43Q: 3 clusters Score -3.953698e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 267759 members 
Entering Unmasked Estep 
Score: -39536188.000000 Penalty: 6227.515625
	Iteration 44Q: 3 clusters Score -3.953619e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 270065 members 
Entering Unmasked Estep 
Score: -39535640.000000 Penalty: 6227.515625
	Iteration 45Q: 3 clusters Score -3.953564e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 272048 members 
Entering Unmasked Estep 
Score: -39534868.000000 Penalty: 6227.515625
	Iteration 46Q: 3 clusters Score -3.953487e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 273735 members 
Entering Unmasked Estep 
Score: -39534400.000000 Penalty: 6227.515625
	Iteration 47Q: 3 clusters Score -3.95344e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 275189 members 
Entering Unmasked Estep 
Score: -39533860.000000 Penalty: 6227.515625
	Iteration 48Q: 3 clusters Score -3.953386e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 276454 members 
Entering Unmasked Estep 
Score: -39533428.000000 Penalty: 6227.515625
	Iteration 49Q: 3 clusters Score -3.953343e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 277534 members 
Entering Unmasked Estep 
Score: -39533204.000000 Penalty: 6227.515625
	Iteration 50Q: 3 clusters Score -3.95332e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 278486 members 
Entering Unmasked Estep 
Score: -39532864.000000 Penalty: 6227.515625
	Iteration 51Q: 3 clusters Score -3.953286e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 279246 members 
Entering Unmasked Estep 
Score: -39532848.000000 Penalty: 6227.515625
	Iteration 52Q: 3 clusters Score -3.953285e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 279877 members 
Entering Unmasked Estep 
Score: -39532612.000000 Penalty: 6227.515625
	Iteration 53Q: 3 clusters Score -3.953261e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 280412 members 
Entering Unmasked Estep 
Score: -39532556.000000 Penalty: 6227.515625
	Iteration 54Q: 3 clusters Score -3.953256e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 280847 members 
Entering Unmasked Estep 
Score: -39532616.000000 Penalty: 6227.515625
	Iteration 55Q: 3 clusters Score -3.953262e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 281227 members 
Entering Unmasked Estep 
Score: -39532688.000000 Penalty: 6227.515625
	Iteration 56Q: 3 clusters Score -3.953269e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 281558 members 
Entering Unmasked Estep 
Score: -39532700.000000 Penalty: 6227.515625
	Iteration 57Q: 3 clusters Score -3.95327e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 281832 members 
Entering Unmasked Estep 
Score: -39532740.000000 Penalty: 6227.515625
	Iteration 58Q: 3 clusters Score -3.953274e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 282043 members 
Entering Unmasked Estep 
Score: -39532740.000000 Penalty: 6227.515625
	Iteration 59Q: 3 clusters Score -3.953274e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 282219 members 
Entering Unmasked Estep 
Score: -39532768.000000 Penalty: 6227.515625
	Iteration 60F: 3 clusters Score -3.953277e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 282353 members 
Entering Unmasked Estep 
Score: -39532724.000000 Penalty: 6227.515625
	Iteration 61Q: 3 clusters Score -3.953272e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 282444 members 
Entering Unmasked Estep 
Score: -39532684.000000 Penalty: 6227.515625
	Iteration 62Q: 3 clusters Score -3.953268e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 282524 members 
Entering Unmasked Estep 
Score: -39532732.000000 Penalty: 6227.515625
	Iteration 63Q: 3 clusters Score -3.953273e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 282579 members 
Entering Unmasked Estep 
Score: -39532784.000000 Penalty: 6227.515625
	Iteration 64Q: 3 clusters Score -3.953278e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 282629 members 
Entering Unmasked Estep 
Score: -39532756.000000 Penalty: 6227.515625
	Iteration 65Q: 3 clusters Score -3.953276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 282675 members 
Entering Unmasked Estep 
Score: -39532816.000000 Penalty: 6227.515625
	Iteration 66Q: 3 clusters Score -3.953282e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 282698 members 
Entering Unmasked Estep 
Score: -39532816.000000 Penalty: 6227.515625
	Iteration 67Q: 3 clusters Score -3.953282e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 282722 members 
Entering Unmasked Estep 
Score: -39532792.000000 Penalty: 6227.515625
	Iteration 68Q: 3 clusters Score -3.953279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 282743 members 
Entering Unmasked Estep 
Score: -39532780.000000 Penalty: 6227.515625
	Iteration 69Q: 3 clusters Score -3.953278e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 282763 members 
Entering Unmasked Estep 
Score: -39532788.000000 Penalty: 6227.515625
	Iteration 70Q: 3 clusters Score -3.953279e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 282776 members 
Entering Unmasked Estep 
Score: -39532752.000000 Penalty: 6227.515625
	Iteration 71Q: 3 clusters Score -3.953275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 282789 members 
Entering Unmasked Estep 
Score: -39532744.000000 Penalty: 6227.515625
	Iteration 72Q: 3 clusters Score -3.953274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 282802 members 
Entering Unmasked Estep 
Score: -39532768.000000 Penalty: 6227.515625
	Iteration 73Q: 3 clusters Score -3.953277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 282810 members 
Entering Unmasked Estep 
Score: -39532736.000000 Penalty: 6227.515625
	Iteration 74Q: 3 clusters Score -3.953274e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 282821 members 
Entering Unmasked Estep 
Score: -39532764.000000 Penalty: 6227.515625
	Iteration 75Q: 3 clusters Score -3.953276e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 282831 members 
Entering Unmasked Estep 
Score: -39532724.000000 Penalty: 6227.515625
	Iteration 76Q: 3 clusters Score -3.953272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 282836 members 
Entering Unmasked Estep 
Score: -39532740.000000 Penalty: 6227.515625
	Iteration 77Q: 3 clusters Score -3.953274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 282840 members 
Entering Unmasked Estep 
Score: -39532736.000000 Penalty: 6227.515625
	Iteration 78Q: 3 clusters Score -3.953274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 282842 members 
Entering Unmasked Estep 
Score: -39532736.000000 Penalty: 6227.515625
	Iteration 79Q: 3 clusters Score -3.953274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 282845 members 
Entering Unmasked Estep 
Score: -39532728.000000 Penalty: 6227.515625
	Iteration 80F: 3 clusters Score -3.953273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 282848 members 
Entering Unmasked Estep 
Score: -39532732.000000 Penalty: 6227.515625
	Iteration 81Q: 3 clusters Score -3.953273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 282853 members 
Entering Unmasked Estep 
Score: -39532716.000000 Penalty: 6227.515625
	Iteration 82Q: 3 clusters Score -3.953272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 282857 members 
Entering Unmasked Estep 
Score: -39532736.000000 Penalty: 6227.515625
	Iteration 83Q: 3 clusters Score -3.953274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 282860 members 
Entering Unmasked Estep 
Score: -39532732.000000 Penalty: 6227.515625
	Iteration 84Q: 3 clusters Score -3.953273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 282862 members 
Entering Unmasked Estep 
Score: -39532732.000000 Penalty: 6227.515625
	Iteration 85Q: 3 clusters Score -3.953273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 282865 members 
Entering Unmasked Estep 
Score: -39532728.000000 Penalty: 6227.515625
	Iteration 86Q: 3 clusters Score -3.953273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 282868 members 
Entering Unmasked Estep 
Score: -39532708.000000 Penalty: 6227.515625
	Iteration 87Q: 3 clusters Score -3.953271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 282869 members 
Entering Unmasked Estep 
Score: -39532708.000000 Penalty: 6227.515625
	Iteration 88Q: 3 clusters Score -3.953271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 282868 members 
Entering Unmasked Estep 
Score: -39532712.000000 Penalty: 6227.515625
	Iteration 89Q: 3 clusters Score -3.953271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 282869 members 
Entering Unmasked Estep 
Score: -39532716.000000 Penalty: 6227.515625
	Iteration 90Q: 3 clusters Score -3.953272e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 282870 members 
Entering Unmasked Estep 
Score: -39532716.000000 Penalty: 6227.515625
	Iteration 91Q: 3 clusters Score -3.953272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 282870 members 
Entering Unmasked Estep 
Score: -39532716.000000 Penalty: 6227.515625
	Iteration 92F: 3 clusters Score -3.953272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Entering Unmasked Estep 
Score: -140349.093750 Penalty: 1727.807861
	Iteration 0F: 2 clusters Score -140349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -138336.328125 Penalty: 3455.615723
	Iteration 0F: 3 clusters Score -138336.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -138695.031250 Penalty: 3455.615723
	Iteration 1F: 3 clusters Score -138695 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -138849.140625 Penalty: 3455.615723
	Iteration 2F: 3 clusters Score -138849.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -138990.125000 Penalty: 3455.615723
	Iteration 3F: 3 clusters Score -138990.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -139187.296875 Penalty: 3455.615723
	Iteration 4F: 3 clusters Score -139187.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -139385.656250 Penalty: 3455.615723
	Iteration 5F: 3 clusters Score -139385.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -139485.437500 Penalty: 3455.615723
	Iteration 6Q: 3 clusters Score -139485.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -139579.453125 Penalty: 3455.615723
	Iteration 7Q: 3 clusters Score -139579.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -139671.515625 Penalty: 3455.615723
	Iteration 8Q: 3 clusters Score -139671.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -139794.093750 Penalty: 3455.615723
	Iteration 9Q: 3 clusters Score -139794.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -139829.765625 Penalty: 3455.615723
	Iteration 10Q: 3 clusters Score -139829.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -139851.828125 Penalty: 3455.615723
	Iteration 11Q: 3 clusters Score -139851.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -139886.062500 Penalty: 3455.615723
	Iteration 12Q: 3 clusters Score -139886.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -139940.718750 Penalty: 3455.615723
	Iteration 13Q: 3 clusters Score -139940.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -139968.359375 Penalty: 3455.615723
	Iteration 14Q: 3 clusters Score -139968.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -139992.515625 Penalty: 3455.615723
	Iteration 15Q: 3 clusters Score -139992.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -140011.093750 Penalty: 3455.615723
	Iteration 16Q: 3 clusters Score -140011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -140018.125000 Penalty: 3455.615723
	Iteration 17Q: 3 clusters Score -140018.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -140025.406250 Penalty: 3455.615723
	Iteration 18Q: 3 clusters Score -140025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -140029.437500 Penalty: 3455.615723
	Iteration 19Q: 3 clusters Score -140029.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -140035.468750 Penalty: 3455.615723
	Iteration 20F: 3 clusters Score -140035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -140046.828125 Penalty: 3455.615723
	Iteration 21Q: 3 clusters Score -140046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -140072.343750 Penalty: 3455.615723
	Iteration 22Q: 3 clusters Score -140072.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -140156.921875 Penalty: 3455.615723
	Iteration 23Q: 3 clusters Score -140156.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -140367.968750 Penalty: 3455.615723
	Iteration 24Q: 3 clusters Score -140368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -140556.375000 Penalty: 3455.615723
	Iteration 25Q: 3 clusters Score -140556.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -140565.062500 Penalty: 3455.615723
	Iteration 26Q: 3 clusters Score -140565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -140570.390625 Penalty: 3455.615723
	Iteration 27Q: 3 clusters Score -140570.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -140570.390625 Penalty: 3455.615723
	Iteration 28F: 3 clusters Score -140570.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 121 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 46591 members 
Mstep: Class 4 contains 17590 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 75332 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 9 contains 8754 members 
Mstep: Class 10 contains 142843 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 7160 members 
Mstep: Class 14 contains 611 members 
Mstep: Class 15 contains 51389 members 
Mstep: Class 16 contains 28708 members 
Mstep: Class 17 contains 50624 members 
Mstep: Class 18 contains 2803 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 27093 members 
Mstep: Class 22 contains 1122 members 
Mstep: Class 23 contains 29605 members 
Mstep: Class 24 contains 5973 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 16061 members 
Mstep: Class 27 contains 283644 members 
Mstep: Class 28 contains 630 members 
Mstep: Class 29 contains 431 members 
Entering Unmasked Estep 
Score: -122224384.000000 Penalty: 98657.695312
Splitting cluster 28 changes total score from -122225704.000000 to -122224384.000000
So it's not getting split.
--- Evaluating fit on full set of 2720463 points ---
Entering Unmasked Estep 
Score: -362349280.000000 Penalty: 102884.476562
20->29 Clusters: Score -362349280.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 906821 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 45425 members 
Mstep: Class 3 contains 45591 members 
Mstep: Class 4 contains 45627 members 
Mstep: Class 5 contains 45427 members 
Mstep: Class 6 contains 45021 members 
Mstep: Class 7 contains 44968 members 
Mstep: Class 8 contains 45276 members 
Mstep: Class 9 contains 45414 members 
Mstep: Class 10 contains 45276 members 
Mstep: Class 11 contains 45154 members 
Mstep: Class 12 contains 45723 members 
Mstep: Class 13 contains 45039 members 
Mstep: Class 14 contains 45594 members 
Mstep: Class 15 contains 45367 members 
Mstep: Class 16 contains 45401 members 
Mstep: Class 17 contains 45287 members 
Mstep: Class 18 contains 45434 members 
Mstep: Class 19 contains 45275 members 
Mstep: Class 20 contains 45309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 607.144165 but Gain 3401.988281
Score: -117573744.000000 Penalty: 64637.800781
Iteration 0F: 20 clusters Score -1.175737e+08 nChanged 859613
Entering Unmasked Mstep 
Mstep: Class 0 contains 2389 members 
Mstep: Class 1 contains 86875 members 
Mstep: Class 2 contains 59114 members 
Mstep: Class 3 contains 35429 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 47634 members 
Mstep: Class 6 contains 12537 members 
Mstep: Class 8 contains 10008 members 
Mstep: Class 9 contains 272167 members 
Mstep: Class 10 contains 39263 members 
Mstep: Class 11 contains 32866 members 
Mstep: Class 12 contains 40770 members 
Mstep: Class 13 contains 40596 members 
Mstep: Class 14 contains 26187 members 
Mstep: Class 15 contains 13627 members 
Mstep: Class 16 contains 34006 members 
Mstep: Class 17 contains 29547 members 
Mstep: Class 18 contains 24110 members 
Mstep: Class 19 contains 62008 members 
Mstep: Class 20 contains 12927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120141704.000000 Penalty: 64637.800781
Iteration 1F: 20 clusters Score -1.201417e+08 nChanged 370713
Entering Unmasked Mstep 
Mstep: Class 0 contains 2368 members 
Mstep: Class 1 contains 81216 members 
Mstep: Class 2 contains 55099 members 
Mstep: Class 3 contains 19599 members 
Mstep: Class 4 contains 14162 members 
Mstep: Class 5 contains 42914 members 
Mstep: Class 6 contains 6149 members 
Mstep: Class 8 contains 26071 members 
Mstep: Class 9 contains 395040 members 
Mstep: Class 10 contains 23014 members 
Mstep: Class 11 contains 20383 members 
Mstep: Class 12 contains 42267 members 
Mstep: Class 13 contains 28948 members 
Mstep: Class 14 contains 22993 members 
Mstep: Class 15 contains 8557 members 
Mstep: Class 16 contains 25811 members 
Mstep: Class 17 contains 15521 members 
Mstep: Class 18 contains 26117 members 
Mstep: Class 19 contains 45581 members 
Mstep: Class 20 contains 5011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3310.059326 but Gain 3401.988281
Score: -120806992.000000 Penalty: 61235.812500
Iteration 2F: 19 clusters Score -1.20807e+08 nChanged 235674
Entering Unmasked Mstep 
Mstep: Class 0 contains 1962 members 
Mstep: Class 1 contains 79789 members 
Mstep: Class 2 contains 55824 members 
Mstep: Class 3 contains 13947 members 
Mstep: Class 4 contains 7418 members 
Mstep: Class 5 contains 45127 members 
Mstep: Class 8 contains 41095 members 
Mstep: Class 9 contains 405519 members 
Mstep: Class 10 contains 15401 members 
Mstep: Class 11 contains 15536 members 
Mstep: Class 12 contains 49676 members 
Mstep: Class 13 contains 26432 members 
Mstep: Class 14 contains 36763 members 
Mstep: Class 15 contains 6335 members 
Mstep: Class 16 contains 22602 members 
Mstep: Class 17 contains 8734 members 
Mstep: Class 18 contains 23229 members 
Mstep: Class 19 contains 48855 members 
Mstep: Class 20 contains 2577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121194304.000000 Penalty: 61235.812500
Iteration 3F: 19 clusters Score -1.211943e+08 nChanged 157759
Entering Unmasked Mstep 
Mstep: Class 0 contains 1562 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 55557 members 
Mstep: Class 3 contains 12839 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 43459 members 
Mstep: Class 8 contains 44586 members 
Mstep: Class 9 contains 382160 members 
Mstep: Class 10 contains 11442 members 
Mstep: Class 11 contains 17472 members 
Mstep: Class 12 contains 56709 members 
Mstep: Class 13 contains 26710 members 
Mstep: Class 14 contains 53652 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 19648 members 
Mstep: Class 17 contains 4859 members 
Mstep: Class 18 contains 21476 members 
Mstep: Class 19 contains 59699 members 
Mstep: Class 20 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2983.137939 but Gain 3401.988281
Score: -121508256.000000 Penalty: 57833.824219
Iteration 4F: 18 clusters Score -1.215083e+08 nChanged 123081
Entering Unmasked Mstep 
Mstep: Class 0 contains 553 members 
Mstep: Class 1 contains 92748 members 
Mstep: Class 2 contains 54828 members 
Mstep: Class 3 contains 12655 members 
Mstep: Class 4 contains 1531 members 
Mstep: Class 5 contains 41112 members 
Mstep: Class 8 contains 42163 members 
Mstep: Class 9 contains 353006 members 
Mstep: Class 10 contains 10256 members 
Mstep: Class 11 contains 21747 members 
Mstep: Class 12 contains 65291 members 
Mstep: Class 13 contains 25952 members 
Mstep: Class 14 contains 73168 members 
Mstep: Class 15 contains 2497 members 
Mstep: Class 16 contains 16275 members 
Mstep: Class 18 contains 22474 members 
Mstep: Class 19 contains 68505 members 
Mstep: Class 20 contains 2060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121707968.000000 Penalty: 57833.824219
Iteration 5F: 18 clusters Score -1.21708e+08 nChanged 94370
Entering Unmasked Mstep 
Mstep: Class 0 contains 465 members 
Mstep: Class 1 contains 94732 members 
Mstep: Class 2 contains 52023 members 
Mstep: Class 3 contains 12032 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 38609 members 
Mstep: Class 8 contains 38979 members 
Mstep: Class 9 contains 326658 members 
Mstep: Class 10 contains 10329 members 
Mstep: Class 11 contains 24826 members 
Mstep: Class 12 contains 74162 members 
Mstep: Class 13 contains 27888 members 
Mstep: Class 14 contains 91584 members 
Mstep: Class 15 contains 1361 members 
Mstep: Class 16 contains 13723 members 
Mstep: Class 18 contains 22992 members 
Mstep: Class 19 contains 73367 members 
Mstep: Class 20 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121819344.000000 Penalty: 57833.824219
Iteration 6F: 18 clusters Score -1.218193e+08 nChanged 74618
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 49555 members 
Mstep: Class 3 contains 11679 members 
Mstep: Class 4 contains 1034 members 
Mstep: Class 5 contains 35933 members 
Mstep: Class 8 contains 36937 members 
Mstep: Class 9 contains 305926 members 
Mstep: Class 10 contains 10765 members 
Mstep: Class 11 contains 26737 members 
Mstep: Class 12 contains 82048 members 
Mstep: Class 13 contains 29046 members 
Mstep: Class 14 contains 106720 members 
Mstep: Class 15 contains 774 members 
Mstep: Class 16 contains 13187 members 
Mstep: Class 18 contains 23331 members 
Mstep: Class 19 contains 77476 members 
Mstep: Class 20 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121904888.000000 Penalty: 57833.824219
Iteration 7F: 18 clusters Score -1.219049e+08 nChanged 60000
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 90058 members 
Mstep: Class 2 contains 47775 members 
Mstep: Class 3 contains 11784 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 8 contains 36008 members 
Mstep: Class 9 contains 289694 members 
Mstep: Class 10 contains 11123 members 
Mstep: Class 11 contains 27817 members 
Mstep: Class 12 contains 88354 members 
Mstep: Class 13 contains 29392 members 
Mstep: Class 14 contains 118797 members 
Mstep: Class 15 contains 704 members 
Mstep: Class 16 contains 13606 members 
Mstep: Class 18 contains 23481 members 
Mstep: Class 19 contains 81757 members 
Mstep: Class 20 contains 2007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121969592.000000 Penalty: 57833.824219
Iteration 8F: 18 clusters Score -1.219696e+08 nChanged 49712
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 46453 members 
Mstep: Class 3 contains 12603 members 
Mstep: Class 4 contains 972 members 
Mstep: Class 5 contains 30808 members 
Mstep: Class 8 contains 35653 members 
Mstep: Class 9 contains 277971 members 
Mstep: Class 10 contains 11242 members 
Mstep: Class 11 contains 28199 members 
Mstep: Class 12 contains 92737 members 
Mstep: Class 13 contains 29281 members 
Mstep: Class 14 contains 128307 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 13934 members 
Mstep: Class 18 contains 23688 members 
Mstep: Class 19 contains 86083 members 
Mstep: Class 20 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122008792.000000 Penalty: 57833.824219
Iteration 9F: 18 clusters Score -1.220088e+08 nChanged 42288
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 80831 members 
Mstep: Class 2 contains 45655 members 
Mstep: Class 3 contains 13805 members 
Mstep: Class 4 contains 972 members 
Mstep: Class 5 contains 29150 members 
Mstep: Class 8 contains 35566 members 
Mstep: Class 9 contains 267782 members 
Mstep: Class 10 contains 11274 members 
Mstep: Class 11 contains 28047 members 
Mstep: Class 12 contains 96150 members 
Mstep: Class 13 contains 29024 members 
Mstep: Class 14 contains 136748 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 14065 members 
Mstep: Class 18 contains 24107 members 
Mstep: Class 19 contains 90242 members 
Mstep: Class 20 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122038104.000000 Penalty: 57833.824219
Iteration 10Q: 18 clusters Score -1.220381e+08 nChanged 37036
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 45168 members 
Mstep: Class 3 contains 15144 members 
Mstep: Class 4 contains 980 members 
Mstep: Class 5 contains 28609 members 
Mstep: Class 8 contains 35642 members 
Mstep: Class 9 contains 259364 members 
Mstep: Class 10 contains 11248 members 
Mstep: Class 11 contains 27474 members 
Mstep: Class 12 contains 98325 members 
Mstep: Class 13 contains 28740 members 
Mstep: Class 14 contains 144081 members 
Mstep: Class 15 contains 1194 members 
Mstep: Class 16 contains 14060 members 
Mstep: Class 18 contains 24433 members 
Mstep: Class 19 contains 93918 members 
Mstep: Class 20 contains 2021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122058912.000000 Penalty: 57833.824219
Iteration 11Q: 18 clusters Score -1.220589e+08 nChanged 32524
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 45083 members 
Mstep: Class 3 contains 16411 members 
Mstep: Class 4 contains 993 members 
Mstep: Class 5 contains 29078 members 
Mstep: Class 8 contains 35783 members 
Mstep: Class 9 contains 251411 members 
Mstep: Class 10 contains 11163 members 
Mstep: Class 11 contains 26630 members 
Mstep: Class 12 contains 99748 members 
Mstep: Class 13 contains 28503 members 
Mstep: Class 14 contains 150949 members 
Mstep: Class 15 contains 1221 members 
Mstep: Class 16 contains 13909 members 
Mstep: Class 18 contains 24466 members 
Mstep: Class 19 contains 97222 members 
Mstep: Class 20 contains 2014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122074424.000000 Penalty: 57833.824219
Iteration 12Q: 18 clusters Score -1.220744e+08 nChanged 28791
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 45007 members 
Mstep: Class 3 contains 17432 members 
Mstep: Class 4 contains 1004 members 
Mstep: Class 5 contains 29985 members 
Mstep: Class 8 contains 35997 members 
Mstep: Class 9 contains 243978 members 
Mstep: Class 10 contains 11029 members 
Mstep: Class 11 contains 25760 members 
Mstep: Class 12 contains 100683 members 
Mstep: Class 13 contains 28341 members 
Mstep: Class 14 contains 157235 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 13723 members 
Mstep: Class 18 contains 24544 members 
Mstep: Class 19 contains 100354 members 
Mstep: Class 20 contains 2021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122085848.000000 Penalty: 57833.824219
Iteration 13Q: 18 clusters Score -1.220858e+08 nChanged 25794
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 64874 members 
Mstep: Class 2 contains 44939 members 
Mstep: Class 3 contains 18058 members 
Mstep: Class 4 contains 1016 members 
Mstep: Class 5 contains 31159 members 
Mstep: Class 8 contains 36290 members 
Mstep: Class 9 contains 237677 members 
Mstep: Class 10 contains 10837 members 
Mstep: Class 11 contains 24878 members 
Mstep: Class 12 contains 101034 members 
Mstep: Class 13 contains 28261 members 
Mstep: Class 14 contains 162806 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 13552 members 
Mstep: Class 18 contains 24678 members 
Mstep: Class 19 contains 103274 members 
Mstep: Class 20 contains 2031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122093704.000000 Penalty: 57833.824219
Iteration 14Q: 18 clusters Score -1.220937e+08 nChanged 24282
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 61826 members 
Mstep: Class 2 contains 44836 members 
Mstep: Class 3 contains 18243 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 32489 members 
Mstep: Class 8 contains 36581 members 
Mstep: Class 9 contains 231740 members 
Mstep: Class 10 contains 10658 members 
Mstep: Class 11 contains 23974 members 
Mstep: Class 12 contains 101099 members 
Mstep: Class 13 contains 28249 members 
Mstep: Class 14 contains 167963 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 13427 members 
Mstep: Class 18 contains 24902 members 
Mstep: Class 19 contains 106309 members 
Mstep: Class 20 contains 2037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122100968.000000 Penalty: 57833.824219
Iteration 15Q: 18 clusters Score -1.22101e+08 nChanged 21999
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 44623 members 
Mstep: Class 3 contains 18033 members 
Mstep: Class 4 contains 1054 members 
Mstep: Class 5 contains 33944 members 
Mstep: Class 8 contains 36908 members 
Mstep: Class 9 contains 225939 members 
Mstep: Class 10 contains 10472 members 
Mstep: Class 11 contains 23101 members 
Mstep: Class 12 contains 100963 members 
Mstep: Class 13 contains 28310 members 
Mstep: Class 14 contains 172895 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 13266 members 
Mstep: Class 18 contains 25215 members 
Mstep: Class 19 contains 109213 members 
Mstep: Class 20 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122107632.000000 Penalty: 57833.824219
Iteration 16Q: 18 clusters Score -1.221076e+08 nChanged 20442
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 44365 members 
Mstep: Class 3 contains 17526 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 5 contains 35454 members 
Mstep: Class 8 contains 37239 members 
Mstep: Class 9 contains 220174 members 
Mstep: Class 10 contains 10284 members 
Mstep: Class 11 contains 22201 members 
Mstep: Class 12 contains 100569 members 
Mstep: Class 13 contains 28434 members 
Mstep: Class 14 contains 177860 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 13099 members 
Mstep: Class 18 contains 25493 members 
Mstep: Class 19 contains 112144 members 
Mstep: Class 20 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122112032.000000 Penalty: 57833.824219
Iteration 17Q: 18 clusters Score -1.22112e+08 nChanged 19399
Entering Unmasked Mstep 
Mstep: Class 0 contains 225 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 44056 members 
Mstep: Class 3 contains 16910 members 
Mstep: Class 4 contains 1201 members 
Mstep: Class 5 contains 36819 members 
Mstep: Class 8 contains 37586 members 
Mstep: Class 9 contains 213499 members 
Mstep: Class 10 contains 10102 members 
Mstep: Class 11 contains 21393 members 
Mstep: Class 12 contains 100039 members 
Mstep: Class 13 contains 28638 members 
Mstep: Class 14 contains 183278 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 12952 members 
Mstep: Class 18 contains 25807 members 
Mstep: Class 19 contains 115154 members 
Mstep: Class 20 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122117000.000000 Penalty: 57833.824219
Iteration 18Q: 18 clusters Score -1.22117e+08 nChanged 18374
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 43699 members 
Mstep: Class 3 contains 16181 members 
Mstep: Class 4 contains 1288 members 
Mstep: Class 5 contains 38023 members 
Mstep: Class 8 contains 37979 members 
Mstep: Class 9 contains 206163 members 
Mstep: Class 10 contains 9936 members 
Mstep: Class 11 contains 20598 members 
Mstep: Class 12 contains 99557 members 
Mstep: Class 13 contains 28915 members 
Mstep: Class 14 contains 188914 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 12810 members 
Mstep: Class 18 contains 26198 members 
Mstep: Class 19 contains 118278 members 
Mstep: Class 20 contains 2038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122120744.000000 Penalty: 57833.824219
Iteration 19Q: 18 clusters Score -1.221207e+08 nChanged 17803
Entering Unmasked Mstep 
Mstep: Class 0 contains 226 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 43256 members 
Mstep: Class 3 contains 15448 members 
Mstep: Class 4 contains 1354 members 
Mstep: Class 5 contains 38971 members 
Mstep: Class 8 contains 38363 members 
Mstep: Class 9 contains 198333 members 
Mstep: Class 10 contains 9776 members 
Mstep: Class 11 contains 19890 members 
Mstep: Class 12 contains 99077 members 
Mstep: Class 13 contains 29237 members 
Mstep: Class 14 contains 194844 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 12709 members 
Mstep: Class 18 contains 26588 members 
Mstep: Class 19 contains 121421 members 
Mstep: Class 20 contains 2037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122124352.000000 Penalty: 57833.824219
Iteration 20F: 18 clusters Score -1.221244e+08 nChanged 17474
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 42764 members 
Mstep: Class 3 contains 14773 members 
Mstep: Class 4 contains 1547 members 
Mstep: Class 5 contains 39677 members 
Mstep: Class 8 contains 38758 members 
Mstep: Class 9 contains 190206 members 
Mstep: Class 10 contains 9643 members 
Mstep: Class 11 contains 19218 members 
Mstep: Class 12 contains 98477 members 
Mstep: Class 13 contains 29603 members 
Mstep: Class 14 contains 200979 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 12628 members 
Mstep: Class 18 contains 26920 members 
Mstep: Class 19 contains 124578 members 
Mstep: Class 20 contains 2081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122132336.000000 Penalty: 57833.824219
Iteration 21Q: 18 clusters Score -1.221323e+08 nChanged 17126
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 53253 members 
Mstep: Class 2 contains 42289 members 
Mstep: Class 3 contains 14063 members 
Mstep: Class 4 contains 1740 members 
Mstep: Class 5 contains 40152 members 
Mstep: Class 8 contains 39129 members 
Mstep: Class 9 contains 181762 members 
Mstep: Class 10 contains 9467 members 
Mstep: Class 11 contains 18578 members 
Mstep: Class 12 contains 98025 members 
Mstep: Class 13 contains 30011 members 
Mstep: Class 14 contains 207505 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 12543 members 
Mstep: Class 18 contains 27258 members 
Mstep: Class 19 contains 127530 members 
Mstep: Class 20 contains 2116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122135624.000000 Penalty: 57833.824219
Iteration 22Q: 18 clusters Score -1.221356e+08 nChanged 17259
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 53037 members 
Mstep: Class 2 contains 41841 members 
Mstep: Class 3 contains 13301 members 
Mstep: Class 4 contains 1917 members 
Mstep: Class 5 contains 40437 members 
Mstep: Class 8 contains 39505 members 
Mstep: Class 9 contains 173187 members 
Mstep: Class 10 contains 9364 members 
Mstep: Class 11 contains 17980 members 
Mstep: Class 12 contains 97564 members 
Mstep: Class 13 contains 30385 members 
Mstep: Class 14 contains 214131 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 12458 members 
Mstep: Class 18 contains 27568 members 
Mstep: Class 19 contains 130613 members 
Mstep: Class 20 contains 2134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122139208.000000 Penalty: 57833.824219
Iteration 23Q: 18 clusters Score -1.221392e+08 nChanged 17555
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 52896 members 
Mstep: Class 2 contains 41404 members 
Mstep: Class 3 contains 12500 members 
Mstep: Class 4 contains 2049 members 
Mstep: Class 5 contains 40529 members 
Mstep: Class 8 contains 39866 members 
Mstep: Class 9 contains 163985 members 
Mstep: Class 10 contains 9311 members 
Mstep: Class 11 contains 17350 members 
Mstep: Class 12 contains 97310 members 
Mstep: Class 13 contains 30819 members 
Mstep: Class 14 contains 221264 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 12345 members 
Mstep: Class 18 contains 27835 members 
Mstep: Class 19 contains 133808 members 
Mstep: Class 20 contains 2152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122142824.000000 Penalty: 57833.824219
Iteration 24Q: 18 clusters Score -1.221428e+08 nChanged 18474
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 41023 members 
Mstep: Class 3 contains 11670 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 40527 members 
Mstep: Class 8 contains 40284 members 
Mstep: Class 9 contains 154144 members 
Mstep: Class 10 contains 9291 members 
Mstep: Class 11 contains 16767 members 
Mstep: Class 12 contains 97077 members 
Mstep: Class 13 contains 31186 members 
Mstep: Class 14 contains 228868 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 12243 members 
Mstep: Class 18 contains 28076 members 
Mstep: Class 19 contains 137162 members 
Mstep: Class 20 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122146784.000000 Penalty: 57833.824219
Iteration 25Q: 18 clusters Score -1.221468e+08 nChanged 19154
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 52748 members 
Mstep: Class 2 contains 40757 members 
Mstep: Class 3 contains 10792 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 40450 members 
Mstep: Class 8 contains 40787 members 
Mstep: Class 9 contains 144033 members 
Mstep: Class 10 contains 9231 members 
Mstep: Class 11 contains 16224 members 
Mstep: Class 12 contains 96822 members 
Mstep: Class 13 contains 31522 members 
Mstep: Class 14 contains 236718 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 12138 members 
Mstep: Class 18 contains 28319 members 
Mstep: Class 19 contains 140477 members 
Mstep: Class 20 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122151200.000000 Penalty: 57833.824219
Iteration 26Q: 18 clusters Score -1.221512e+08 nChanged 20074
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 40703 members 
Mstep: Class 3 contains 9911 members 
Mstep: Class 4 contains 2268 members 
Mstep: Class 5 contains 40223 members 
Mstep: Class 8 contains 41304 members 
Mstep: Class 9 contains 134018 members 
Mstep: Class 10 contains 9251 members 
Mstep: Class 11 contains 15631 members 
Mstep: Class 12 contains 96567 members 
Mstep: Class 13 contains 31844 members 
Mstep: Class 14 contains 244632 members 
Mstep: Class 15 contains 1222 members 
Mstep: Class 16 contains 12041 members 
Mstep: Class 18 contains 28514 members 
Mstep: Class 19 contains 143622 members 
Mstep: Class 20 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122155944.000000 Penalty: 57833.824219
Iteration 27Q: 18 clusters Score -1.221559e+08 nChanged 21095
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 40839 members 
Mstep: Class 3 contains 9027 members 
Mstep: Class 4 contains 2313 members 
Mstep: Class 5 contains 39999 members 
Mstep: Class 8 contains 41949 members 
Mstep: Class 9 contains 125034 members 
Mstep: Class 10 contains 9262 members 
Mstep: Class 11 contains 15020 members 
Mstep: Class 12 contains 96039 members 
Mstep: Class 13 contains 32161 members 
Mstep: Class 14 contains 251877 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 11911 members 
Mstep: Class 18 contains 28642 members 
Mstep: Class 19 contains 146516 members 
Mstep: Class 20 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122157816.000000 Penalty: 57833.824219
Iteration 28Q: 18 clusters Score -1.221578e+08 nChanged 21489
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 41282 members 
Mstep: Class 3 contains 8111 members 
Mstep: Class 4 contains 2347 members 
Mstep: Class 5 contains 39763 members 
Mstep: Class 8 contains 42641 members 
Mstep: Class 9 contains 117340 members 
Mstep: Class 10 contains 9251 members 
Mstep: Class 11 contains 14335 members 
Mstep: Class 12 contains 95461 members 
Mstep: Class 13 contains 32483 members 
Mstep: Class 14 contains 258006 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 11765 members 
Mstep: Class 18 contains 28760 members 
Mstep: Class 19 contains 149162 members 
Mstep: Class 20 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122158416.000000 Penalty: 57833.824219
Iteration 29Q: 18 clusters Score -1.221584e+08 nChanged 20894
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 42082 members 
Mstep: Class 3 contains 7178 members 
Mstep: Class 4 contains 2370 members 
Mstep: Class 5 contains 39444 members 
Mstep: Class 8 contains 43378 members 
Mstep: Class 9 contains 110954 members 
Mstep: Class 10 contains 9215 members 
Mstep: Class 11 contains 13641 members 
Mstep: Class 12 contains 94924 members 
Mstep: Class 13 contains 32729 members 
Mstep: Class 14 contains 262747 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 11650 members 
Mstep: Class 18 contains 28818 members 
Mstep: Class 19 contains 151786 members 
Mstep: Class 20 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122158688.000000 Penalty: 57833.824219
Iteration 30Q: 18 clusters Score -1.221587e+08 nChanged 19866
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 43330 members 
Mstep: Class 3 contains 6293 members 
Mstep: Class 4 contains 2387 members 
Mstep: Class 5 contains 39199 members 
Mstep: Class 8 contains 44104 members 
Mstep: Class 9 contains 105642 members 
Mstep: Class 10 contains 9177 members 
Mstep: Class 11 contains 13034 members 
Mstep: Class 12 contains 94332 members 
Mstep: Class 13 contains 32892 members 
Mstep: Class 14 contains 266487 members 
Mstep: Class 15 contains 1222 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 18 contains 28843 members 
Mstep: Class 19 contains 153929 members 
Mstep: Class 20 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122159320.000000 Penalty: 57833.824219
Iteration 31Q: 18 clusters Score -1.221593e+08 nChanged 17918
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 44772 members 
Mstep: Class 3 contains 5429 members 
Mstep: Class 4 contains 2395 members 
Mstep: Class 5 contains 39019 members 
Mstep: Class 8 contains 44798 members 
Mstep: Class 9 contains 101344 members 
Mstep: Class 10 contains 9144 members 
Mstep: Class 11 contains 12595 members 
Mstep: Class 12 contains 93858 members 
Mstep: Class 13 contains 32992 members 
Mstep: Class 14 contains 269124 members 
Mstep: Class 15 contains 1218 members 
Mstep: Class 16 contains 11542 members 
Mstep: Class 18 contains 28894 members 
Mstep: Class 19 contains 155701 members 
Mstep: Class 20 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122160320.000000 Penalty: 57833.824219
Iteration 32Q: 18 clusters Score -1.221603e+08 nChanged 15853
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 46422 members 
Mstep: Class 3 contains 4646 members 
Mstep: Class 4 contains 2413 members 
Mstep: Class 5 contains 38836 members 
Mstep: Class 8 contains 45404 members 
Mstep: Class 9 contains 97817 members 
Mstep: Class 10 contains 9119 members 
Mstep: Class 11 contains 12352 members 
Mstep: Class 12 contains 93544 members 
Mstep: Class 13 contains 33038 members 
Mstep: Class 14 contains 270871 members 
Mstep: Class 15 contains 1221 members 
Mstep: Class 16 contains 11558 members 
Mstep: Class 18 contains 28938 members 
Mstep: Class 19 contains 157009 members 
Mstep: Class 20 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122161864.000000 Penalty: 57833.824219
Iteration 33Q: 18 clusters Score -1.221619e+08 nChanged 13376
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 48224 members 
Mstep: Class 3 contains 3960 members 
Mstep: Class 4 contains 2429 members 
Mstep: Class 5 contains 38668 members 
Mstep: Class 8 contains 45903 members 
Mstep: Class 9 contains 95036 members 
Mstep: Class 10 contains 9083 members 
Mstep: Class 11 contains 12284 members 
Mstep: Class 12 contains 93302 members 
Mstep: Class 13 contains 33083 members 
Mstep: Class 14 contains 271910 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 11633 members 
Mstep: Class 18 contains 28924 members 
Mstep: Class 19 contains 157865 members 
Mstep: Class 20 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122163272.000000 Penalty: 57833.824219
Iteration 34Q: 18 clusters Score -1.221633e+08 nChanged 11134
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50635 members 
Mstep: Class 2 contains 49918 members 
Mstep: Class 3 contains 3350 members 
Mstep: Class 4 contains 2440 members 
Mstep: Class 5 contains 38588 members 
Mstep: Class 8 contains 46298 members 
Mstep: Class 9 contains 92685 members 
Mstep: Class 10 contains 9047 members 
Mstep: Class 11 contains 12315 members 
Mstep: Class 12 contains 93161 members 
Mstep: Class 13 contains 33086 members 
Mstep: Class 14 contains 272595 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 11737 members 
Mstep: Class 18 contains 28953 members 
Mstep: Class 19 contains 158398 members 
Mstep: Class 20 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122165040.000000 Penalty: 57833.824219
Iteration 35Q: 18 clusters Score -1.22165e+08 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 51410 members 
Mstep: Class 3 contains 2897 members 
Mstep: Class 4 contains 2450 members 
Mstep: Class 5 contains 38587 members 
Mstep: Class 8 contains 46612 members 
Mstep: Class 9 contains 90651 members 
Mstep: Class 10 contains 9005 members 
Mstep: Class 11 contains 12437 members 
Mstep: Class 12 contains 93033 members 
Mstep: Class 13 contains 33136 members 
Mstep: Class 14 contains 273117 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 11864 members 
Mstep: Class 18 contains 28978 members 
Mstep: Class 19 contains 158584 members 
Mstep: Class 20 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122165704.000000 Penalty: 57833.824219
Iteration 36Q: 18 clusters Score -1.221657e+08 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 52727 members 
Mstep: Class 3 contains 2569 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 38599 members 
Mstep: Class 8 contains 46895 members 
Mstep: Class 9 contains 88874 members 
Mstep: Class 10 contains 8973 members 
Mstep: Class 11 contains 12574 members 
Mstep: Class 12 contains 92957 members 
Mstep: Class 13 contains 33183 members 
Mstep: Class 14 contains 273497 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 11970 members 
Mstep: Class 18 contains 28974 members 
Mstep: Class 19 contains 158649 members 
Mstep: Class 20 contains 2221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122166520.000000 Penalty: 57833.824219
Iteration 37Q: 18 clusters Score -1.221665e+08 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 53758 members 
Mstep: Class 3 contains 2335 members 
Mstep: Class 4 contains 2466 members 
Mstep: Class 5 contains 38647 members 
Mstep: Class 8 contains 47138 members 
Mstep: Class 9 contains 87312 members 
Mstep: Class 10 contains 8953 members 
Mstep: Class 11 contains 12684 members 
Mstep: Class 12 contains 92961 members 
Mstep: Class 13 contains 33252 members 
Mstep: Class 14 contains 273762 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 12106 members 
Mstep: Class 18 contains 28965 members 
Mstep: Class 19 contains 158648 members 
Mstep: Class 20 contains 2222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122166952.000000 Penalty: 57833.824219
Iteration 38Q: 18 clusters Score -1.22167e+08 nChanged 5301
Entering ConstructFrom: 
Score: -122166952.000000 Penalty: 57833.824219
Entering ConstructFrom: 
Trying to split cluster 1 (50144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50144 members 
Entering Unmasked Estep 
Score: -6730634.500000 Penalty: 2684.018066
	Iteration 0F: 2 clusters Score -6730634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -6696968.000000 Penalty: 5368.036133
	Iteration 0F: 3 clusters Score -6696968 nChanged 23154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -6709654.000000 Penalty: 5368.036133
	Iteration 1F: 3 clusters Score -6709654 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -6710170.500000 Penalty: 5368.036133
	Iteration 2Q: 3 clusters Score -6710170 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -6710832.500000 Penalty: 5368.036133
	Iteration 3Q: 3 clusters Score -6710832 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -6711612.500000 Penalty: 5368.036133
	Iteration 4Q: 3 clusters Score -6711612 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28789 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -6712792.000000 Penalty: 5368.036133
	Iteration 5Q: 3 clusters Score -6712792 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -6714529.500000 Penalty: 5368.036133
	Iteration 6F: 3 clusters Score -6714530 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -6717264.500000 Penalty: 5368.036133
	Iteration 7F: 3 clusters Score -6717264 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -6720848.500000 Penalty: 5368.036133
	Iteration 8F: 3 clusters Score -6720848 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -6724190.500000 Penalty: 5368.036133
	Iteration 9F: 3 clusters Score -6724190 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -6726747.000000 Penalty: 5368.036133
	Iteration 10F: 3 clusters Score -6726747 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -6728323.000000 Penalty: 5368.036133
	Iteration 11Q: 3 clusters Score -6728323 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -6729181.500000 Penalty: 5368.036133
	Iteration 12Q: 3 clusters Score -6729182 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -6729638.500000 Penalty: 5368.036133
	Iteration 13Q: 3 clusters Score -6729638 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -6729945.500000 Penalty: 5368.036133
	Iteration 14Q: 3 clusters Score -6729946 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -6730184.000000 Penalty: 5368.036133
	Iteration 15Q: 3 clusters Score -6730184 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -6730366.500000 Penalty: 5368.036133
	Iteration 16Q: 3 clusters Score -6730366 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -6730501.000000 Penalty: 5368.036133
	Iteration 17Q: 3 clusters Score -6730501 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -6730598.000000 Penalty: 5368.036133
	Iteration 18Q: 3 clusters Score -6730598 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -6730652.000000 Penalty: 5368.036133
	Iteration 19Q: 3 clusters Score -6730652 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -6730697.500000 Penalty: 5368.036133
	Iteration 20F: 3 clusters Score -6730698 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -6730722.000000 Penalty: 5368.036133
	Iteration 21Q: 3 clusters Score -6730722 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -6730759.000000 Penalty: 5368.036133
	Iteration 22Q: 3 clusters Score -6730759 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -6730766.500000 Penalty: 5368.036133
	Iteration 23Q: 3 clusters Score -6730766 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -6730768.000000 Penalty: 5368.036133
	Iteration 24Q: 3 clusters Score -6730768 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -6730793.000000 Penalty: 5368.036133
	Iteration 25Q: 3 clusters Score -6730793 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6730813.500000 Penalty: 5368.036133
	Iteration 26Q: 3 clusters Score -6730814 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -6730821.000000 Penalty: 5368.036133
	Iteration 27Q: 3 clusters Score -6730821 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -6730838.500000 Penalty: 5368.036133
	Iteration 28Q: 3 clusters Score -6730838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -6730842.500000 Penalty: 5368.036133
	Iteration 29Q: 3 clusters Score -6730842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -6730856.000000 Penalty: 5368.036133
	Iteration 30Q: 3 clusters Score -6730856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -6730856.000000 Penalty: 5368.036133
	Iteration 31Q: 3 clusters Score -6730856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -6730858.000000 Penalty: 5368.036133
	Iteration 32Q: 3 clusters Score -6730858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -6730848.000000 Penalty: 5368.036133
	Iteration 33Q: 3 clusters Score -6730848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -6730855.000000 Penalty: 5368.036133
	Iteration 34Q: 3 clusters Score -6730855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -6730855.000000 Penalty: 5368.036133
	Iteration 35Q: 3 clusters Score -6730855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46428 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -6730848.000000 Penalty: 5368.036133
	Iteration 36Q: 3 clusters Score -6730848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -6730853.000000 Penalty: 5368.036133
	Iteration 37Q: 3 clusters Score -6730853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -6730860.500000 Penalty: 5368.036133
	Iteration 38Q: 3 clusters Score -6730860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -6730866.000000 Penalty: 5368.036133
	Iteration 39Q: 3 clusters Score -6730866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -6730867.000000 Penalty: 5368.036133
	Iteration 40F: 3 clusters Score -6730867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -6730870.500000 Penalty: 5368.036133
	Iteration 41Q: 3 clusters Score -6730870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -6730871.000000 Penalty: 5368.036133
	Iteration 42Q: 3 clusters Score -6730871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -6730861.500000 Penalty: 5368.036133
	Iteration 43Q: 3 clusters Score -6730862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -6730865.500000 Penalty: 5368.036133
	Iteration 44Q: 3 clusters Score -6730866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6730867.000000 Penalty: 5368.036133
	Iteration 45Q: 3 clusters Score -6730867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6730871.000000 Penalty: 5368.036133
	Iteration 46Q: 3 clusters Score -6730871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -6730877.000000 Penalty: 5368.036133
	Iteration 47Q: 3 clusters Score -6730877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -6730877.000000 Penalty: 5368.036133
	Iteration 48F: 3 clusters Score -6730877 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 54577 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 38754 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 8 contains 47340 members 
Mstep: Class 9 contains 85959 members 
Mstep: Class 10 contains 8915 members 
Mstep: Class 11 contains 12817 members 
Mstep: Class 12 contains 93014 members 
Mstep: Class 13 contains 33326 members 
Mstep: Class 14 contains 273965 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 12238 members 
Mstep: Class 18 contains 28980 members 
Mstep: Class 19 contains 158574 members 
Mstep: Class 20 contains 2221 members 
Entering Unmasked Estep 
Score: -122166216.000000 Penalty: 61235.812500
Splitting cluster 1 changes total score from -122166952.000000 to -122166216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (54577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Entering Unmasked Estep 
Score: -7392936.500000 Penalty: 2705.027100
	Iteration 0F: 2 clusters Score -7392936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -7356148.000000 Penalty: 5410.054199
	Iteration 0F: 3 clusters Score -7356148 nChanged 25347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -7371196.500000 Penalty: 5410.054199
	Iteration 1F: 3 clusters Score -7371196 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -7372940.000000 Penalty: 5410.054199
	Iteration 2F: 3 clusters Score -7372940 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -7375383.500000 Penalty: 5410.054199
	Iteration 3F: 3 clusters Score -7375384 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -7378468.500000 Penalty: 5410.054199
	Iteration 4F: 3 clusters Score -7378468 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -7381608.000000 Penalty: 5410.054199
	Iteration 5F: 3 clusters Score -7381608 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -7383777.000000 Penalty: 5410.054199
	Iteration 6F: 3 clusters Score -7383777 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -7385117.500000 Penalty: 5410.054199
	Iteration 7F: 3 clusters Score -7385118 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -7386075.000000 Penalty: 5410.054199
	Iteration 8Q: 3 clusters Score -7386075 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -7386805.000000 Penalty: 5410.054199
	Iteration 9Q: 3 clusters Score -7386805 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -7387498.000000 Penalty: 5410.054199
	Iteration 10Q: 3 clusters Score -7387498 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -7388154.500000 Penalty: 5410.054199
	Iteration 11Q: 3 clusters Score -7388154 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -7388988.500000 Penalty: 5410.054199
	Iteration 12Q: 3 clusters Score -7388988 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -7389800.000000 Penalty: 5410.054199
	Iteration 13Q: 3 clusters Score -7389800 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -7390739.500000 Penalty: 5410.054199
	Iteration 14Q: 3 clusters Score -7390740 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -7391521.000000 Penalty: 5410.054199
	Iteration 15Q: 3 clusters Score -7391521 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -7392161.000000 Penalty: 5410.054199
	Iteration 16Q: 3 clusters Score -7392161 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -7392598.500000 Penalty: 5410.054199
	Iteration 17Q: 3 clusters Score -7392598 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -7392915.000000 Penalty: 5410.054199
	Iteration 18Q: 3 clusters Score -7392915 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -7393138.000000 Penalty: 5410.054199
	Iteration 19Q: 3 clusters Score -7393138 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -7393285.000000 Penalty: 5410.054199
	Iteration 20F: 3 clusters Score -7393285 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -7393438.500000 Penalty: 5410.054199
	Iteration 21Q: 3 clusters Score -7393438 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -7393540.500000 Penalty: 5410.054199
	Iteration 22Q: 3 clusters Score -7393540 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -7393542.000000 Penalty: 5410.054199
	Iteration 23Q: 3 clusters Score -7393542 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -7393604.000000 Penalty: 5410.054199
	Iteration 24Q: 3 clusters Score -7393604 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -7393603.000000 Penalty: 5410.054199
	Iteration 25Q: 3 clusters Score -7393603 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -7393612.000000 Penalty: 5410.054199
	Iteration 26Q: 3 clusters Score -7393612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -7393637.500000 Penalty: 5410.054199
	Iteration 27Q: 3 clusters Score -7393638 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -7393644.000000 Penalty: 5410.054199
	Iteration 28Q: 3 clusters Score -7393644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -7393677.500000 Penalty: 5410.054199
	Iteration 29Q: 3 clusters Score -7393678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -7393678.000000 Penalty: 5410.054199
	Iteration 30Q: 3 clusters Score -7393678 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -7393680.000000 Penalty: 5410.054199
	Iteration 31Q: 3 clusters Score -7393680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -7393671.500000 Penalty: 5410.054199
	Iteration 32Q: 3 clusters Score -7393672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -7393694.500000 Penalty: 5410.054199
	Iteration 33Q: 3 clusters Score -7393694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -7393680.500000 Penalty: 5410.054199
	Iteration 34Q: 3 clusters Score -7393680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -7393684.000000 Penalty: 5410.054199
	Iteration 35Q: 3 clusters Score -7393684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -7393682.500000 Penalty: 5410.054199
	Iteration 36Q: 3 clusters Score -7393682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -7393689.500000 Penalty: 5410.054199
	Iteration 37Q: 3 clusters Score -7393690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -7393697.000000 Penalty: 5410.054199
	Iteration 38Q: 3 clusters Score -7393697 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -7393697.000000 Penalty: 5410.054199
	Iteration 39Q: 3 clusters Score -7393697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -7393701.500000 Penalty: 5410.054199
	Iteration 40F: 3 clusters Score -7393702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -7393698.000000 Penalty: 5410.054199
	Iteration 41Q: 3 clusters Score -7393698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -7393700.500000 Penalty: 5410.054199
	Iteration 42Q: 3 clusters Score -7393700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -7393695.000000 Penalty: 5410.054199
	Iteration 43Q: 3 clusters Score -7393695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -7393698.500000 Penalty: 5410.054199
	Iteration 44Q: 3 clusters Score -7393698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -7393695.000000 Penalty: 5410.054199
	Iteration 45Q: 3 clusters Score -7393695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -7393688.000000 Penalty: 5410.054199
	Iteration 46Q: 3 clusters Score -7393688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -7393693.500000 Penalty: 5410.054199
	Iteration 47Q: 3 clusters Score -7393694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -7393693.500000 Penalty: 5410.054199
	Iteration 48F: 3 clusters Score -7393694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 24152 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 38754 members 
Mstep: Class 6 contains 30425 members 
Mstep: Class 8 contains 47340 members 
Mstep: Class 9 contains 85959 members 
Mstep: Class 10 contains 8915 members 
Mstep: Class 11 contains 12817 members 
Mstep: Class 12 contains 93014 members 
Mstep: Class 13 contains 33326 members 
Mstep: Class 14 contains 273965 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 12238 members 
Mstep: Class 18 contains 28980 members 
Mstep: Class 19 contains 158574 members 
Mstep: Class 20 contains 2221 members 
Entering Unmasked Estep 
Score: -122166752.000000 Penalty: 61235.812500
Splitting cluster 2 changes total score from -122166952.000000 to -122166752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -293642.125000 Penalty: 1901.571167
	Iteration 0F: 2 clusters Score -293642.1 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 1084 members 
Entering Unmasked Estep 
Score: -290924.250000 Penalty: 3803.142334
	Iteration 0F: 3 clusters Score -290924.2 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -291373.156250 Penalty: 3803.142334
	Iteration 1F: 3 clusters Score -291373.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -291483.906250 Penalty: 3803.142334
	Iteration 2F: 3 clusters Score -291483.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -291552.812500 Penalty: 3803.142334
	Iteration 3Q: 3 clusters Score -291552.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -291608.125000 Penalty: 3803.142334
	Iteration 4Q: 3 clusters Score -291608.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -291634.781250 Penalty: 3803.142334
	Iteration 5Q: 3 clusters Score -291634.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -291651.968750 Penalty: 3803.142334
	Iteration 6Q: 3 clusters Score -291652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -291666.906250 Penalty: 3803.142334
	Iteration 7Q: 3 clusters Score -291666.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -291679.312500 Penalty: 3803.142334
	Iteration 8Q: 3 clusters Score -291679.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -291687.437500 Penalty: 3803.142334
	Iteration 9Q: 3 clusters Score -291687.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -291696.250000 Penalty: 3803.142334
	Iteration 10Q: 3 clusters Score -291696.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -291703.937500 Penalty: 3803.142334
	Iteration 11Q: 3 clusters Score -291703.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -291710.281250 Penalty: 3803.142334
	Iteration 12Q: 3 clusters Score -291710.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -291716.468750 Penalty: 3803.142334
	Iteration 13Q: 3 clusters Score -291716.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -291727.718750 Penalty: 3803.142334
	Iteration 14Q: 3 clusters Score -291727.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -291737.031250 Penalty: 3803.142334
	Iteration 15Q: 3 clusters Score -291737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -291745.687500 Penalty: 3803.142334
	Iteration 16Q: 3 clusters Score -291745.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -291756.406250 Penalty: 3803.142334
	Iteration 17Q: 3 clusters Score -291756.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -291763.156250 Penalty: 3803.142334
	Iteration 18Q: 3 clusters Score -291763.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -291767.562500 Penalty: 3803.142334
	Iteration 19Q: 3 clusters Score -291767.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -291770.656250 Penalty: 3803.142334
	Iteration 20F: 3 clusters Score -291770.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -291772.937500 Penalty: 3803.142334
	Iteration 21Q: 3 clusters Score -291772.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -291774.718750 Penalty: 3803.142334
	Iteration 22Q: 3 clusters Score -291774.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -291775.750000 Penalty: 3803.142334
	Iteration 23Q: 3 clusters Score -291775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -291776.750000 Penalty: 3803.142334
	Iteration 24Q: 3 clusters Score -291776.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -291777.468750 Penalty: 3803.142334
	Iteration 25Q: 3 clusters Score -291777.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -291778.187500 Penalty: 3803.142334
	Iteration 26Q: 3 clusters Score -291778.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -291778.281250 Penalty: 3803.142334
	Iteration 27Q: 3 clusters Score -291778.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -291778.281250 Penalty: 3803.142334
	Iteration 28F: 3 clusters Score -291778.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Entering Unmasked Estep 
Score: -326194.312500 Penalty: 1937.268921
	Iteration 0F: 2 clusters Score -326194.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -323554.468750 Penalty: 3874.537842
	Iteration 0F: 3 clusters Score -323554.5 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -325808.406250 Penalty: 3874.537842
	Iteration 1F: 3 clusters Score -325808.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -328212.531250 Penalty: 3874.537842
	Iteration 2F: 3 clusters Score -328212.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -329689.531250 Penalty: 3874.537842
	Iteration 3F: 3 clusters Score -329689.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -331218.343750 Penalty: 3874.537842
	Iteration 4Q: 3 clusters Score -331218.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -332625.750000 Penalty: 3874.537842
	Iteration 5Q: 3 clusters Score -332625.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -333039.968750 Penalty: 3874.537842
	Iteration 6Q: 3 clusters Score -333040 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -333436.843750 Penalty: 3874.537842
	Iteration 7Q: 3 clusters Score -333436.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -334120.625000 Penalty: 3874.537842
	Iteration 8Q: 3 clusters Score -334120.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -335595.031250 Penalty: 3874.537842
	Iteration 9Q: 3 clusters Score -335595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -335866.500000 Penalty: 3874.537842
	Iteration 10Q: 3 clusters Score -335866.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -335876.687500 Penalty: 3874.537842
	Iteration 11Q: 3 clusters Score -335876.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -335879.406250 Penalty: 3874.537842
	Iteration 12Q: 3 clusters Score -335879.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -335879.406250 Penalty: 3874.537842
	Iteration 13F: 3 clusters Score -335879.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 54577 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 38754 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 8 contains 47340 members 
Mstep: Class 9 contains 85959 members 
Mstep: Class 10 contains 8915 members 
Mstep: Class 11 contains 12817 members 
Mstep: Class 12 contains 93014 members 
Mstep: Class 13 contains 33326 members 
Mstep: Class 14 contains 273965 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 12238 members 
Mstep: Class 18 contains 28980 members 
Mstep: Class 19 contains 158574 members 
Mstep: Class 20 contains 2221 members 
Entering Unmasked Estep 
Score: -122175264.000000 Penalty: 61235.812500
Splitting cluster 4 changes total score from -122166952.000000 to -122175264.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 5 (38754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Entering Unmasked Estep 
Score: -5153269.000000 Penalty: 2620.117188
	Iteration 0F: 2 clusters Score -5153269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -5127044.500000 Penalty: 5240.234375
	Iteration 0F: 3 clusters Score -5127044 nChanged 17659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -5136842.500000 Penalty: 5240.234375
	Iteration 1F: 3 clusters Score -5136842 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -5137384.500000 Penalty: 5240.234375
	Iteration 2Q: 3 clusters Score -5137384 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -5137962.000000 Penalty: 5240.234375
	Iteration 3Q: 3 clusters Score -5137962 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -5138590.000000 Penalty: 5240.234375
	Iteration 4Q: 3 clusters Score -5138590 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -5139274.000000 Penalty: 5240.234375
	Iteration 5Q: 3 clusters Score -5139274 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -5139965.500000 Penalty: 5240.234375
	Iteration 6Q: 3 clusters Score -5139966 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -5140712.000000 Penalty: 5240.234375
	Iteration 7Q: 3 clusters Score -5140712 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -5141570.000000 Penalty: 5240.234375
	Iteration 8Q: 3 clusters Score -5141570 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -5142522.000000 Penalty: 5240.234375
	Iteration 9Q: 3 clusters Score -5142522 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -5143589.500000 Penalty: 5240.234375
	Iteration 10Q: 3 clusters Score -5143590 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -5144693.000000 Penalty: 5240.234375
	Iteration 11Q: 3 clusters Score -5144693 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -5145496.500000 Penalty: 5240.234375
	Iteration 12Q: 3 clusters Score -5145496 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -5146007.500000 Penalty: 5240.234375
	Iteration 13Q: 3 clusters Score -5146008 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -5146242.500000 Penalty: 5240.234375
	Iteration 14Q: 3 clusters Score -5146242 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -5146392.000000 Penalty: 5240.234375
	Iteration 15Q: 3 clusters Score -5146392 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -5146490.500000 Penalty: 5240.234375
	Iteration 16Q: 3 clusters Score -5146490 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -5146555.500000 Penalty: 5240.234375
	Iteration 17Q: 3 clusters Score -5146556 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -5146674.000000 Penalty: 5240.234375
	Iteration 18Q: 3 clusters Score -5146674 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -5146752.000000 Penalty: 5240.234375
	Iteration 19Q: 3 clusters Score -5146752 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -5146841.000000 Penalty: 5240.234375
	Iteration 20F: 3 clusters Score -5146841 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -5146921.500000 Penalty: 5240.234375
	Iteration 21Q: 3 clusters Score -5146922 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -5147008.000000 Penalty: 5240.234375
	Iteration 22Q: 3 clusters Score -5147008 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -5147039.000000 Penalty: 5240.234375
	Iteration 23Q: 3 clusters Score -5147039 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -5147107.000000 Penalty: 5240.234375
	Iteration 24Q: 3 clusters Score -5147107 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -5147166.000000 Penalty: 5240.234375
	Iteration 25Q: 3 clusters Score -5147166 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -5147190.000000 Penalty: 5240.234375
	Iteration 26Q: 3 clusters Score -5147190 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5147229.000000 Penalty: 5240.234375
	Iteration 27Q: 3 clusters Score -5147229 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -5147273.000000 Penalty: 5240.234375
	Iteration 28Q: 3 clusters Score -5147273 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -5147319.000000 Penalty: 5240.234375
	Iteration 29Q: 3 clusters Score -5147319 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -5147362.500000 Penalty: 5240.234375
	Iteration 30Q: 3 clusters Score -5147362 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -5147386.500000 Penalty: 5240.234375
	Iteration 31Q: 3 clusters Score -5147386 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -5147417.000000 Penalty: 5240.234375
	Iteration 32Q: 3 clusters Score -5147417 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -5147461.000000 Penalty: 5240.234375
	Iteration 33Q: 3 clusters Score -5147461 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -5147492.000000 Penalty: 5240.234375
	Iteration 34Q: 3 clusters Score -5147492 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -5147509.500000 Penalty: 5240.234375
	Iteration 35Q: 3 clusters Score -5147510 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 22893 members 
Entering Unmasked Estep 
Score: -5147553.000000 Penalty: 5240.234375
	Iteration 36Q: 3 clusters Score -5147553 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -5147614.500000 Penalty: 5240.234375
	Iteration 37Q: 3 clusters Score -5147614 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -5147670.500000 Penalty: 5240.234375
	Iteration 38Q: 3 clusters Score -5147670 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -5147716.500000 Penalty: 5240.234375
	Iteration 39Q: 3 clusters Score -5147716 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -5147751.500000 Penalty: 5240.234375
	Iteration 40F: 3 clusters Score -5147752 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -5147784.500000 Penalty: 5240.234375
	Iteration 41Q: 3 clusters Score -5147784 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -5147822.000000 Penalty: 5240.234375
	Iteration 42Q: 3 clusters Score -5147822 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -5147845.000000 Penalty: 5240.234375
	Iteration 43Q: 3 clusters Score -5147845 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -5147900.000000 Penalty: 5240.234375
	Iteration 44Q: 3 clusters Score -5147900 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -5147934.500000 Penalty: 5240.234375
	Iteration 45Q: 3 clusters Score -5147934 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -5147967.500000 Penalty: 5240.234375
	Iteration 46Q: 3 clusters Score -5147968 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -5148017.000000 Penalty: 5240.234375
	Iteration 47Q: 3 clusters Score -5148017 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -5148053.000000 Penalty: 5240.234375
	Iteration 48Q: 3 clusters Score -5148053 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -5148079.000000 Penalty: 5240.234375
	Iteration 49Q: 3 clusters Score -5148079 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -5148137.500000 Penalty: 5240.234375
	Iteration 50Q: 3 clusters Score -5148138 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -5148168.500000 Penalty: 5240.234375
	Iteration 51Q: 3 clusters Score -5148168 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -5148214.500000 Penalty: 5240.234375
	Iteration 52Q: 3 clusters Score -5148214 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -5148233.500000 Penalty: 5240.234375
	Iteration 53Q: 3 clusters Score -5148234 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -5148281.000000 Penalty: 5240.234375
	Iteration 54Q: 3 clusters Score -5148281 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -5148340.000000 Penalty: 5240.234375
	Iteration 55Q: 3 clusters Score -5148340 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -5148390.500000 Penalty: 5240.234375
	Iteration 56Q: 3 clusters Score -5148390 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -5148429.000000 Penalty: 5240.234375
	Iteration 57Q: 3 clusters Score -5148429 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -5148453.000000 Penalty: 5240.234375
	Iteration 58Q: 3 clusters Score -5148453 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -5148508.500000 Penalty: 5240.234375
	Iteration 59Q: 3 clusters Score -5148508 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -5148538.000000 Penalty: 5240.234375
	Iteration 60F: 3 clusters Score -5148538 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 28643 members 
Entering Unmasked Estep 
Score: -5148623.000000 Penalty: 5240.234375
	Iteration 61Q: 3 clusters Score -5148623 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -5148659.000000 Penalty: 5240.234375
	Iteration 62Q: 3 clusters Score -5148659 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -5148719.500000 Penalty: 5240.234375
	Iteration 63Q: 3 clusters Score -5148720 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -5148762.000000 Penalty: 5240.234375
	Iteration 64Q: 3 clusters Score -5148762 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -5148845.000000 Penalty: 5240.234375
	Iteration 65Q: 3 clusters Score -5148845 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
Score: -5148936.500000 Penalty: 5240.234375
	Iteration 66Q: 3 clusters Score -5148936 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -5148994.000000 Penalty: 5240.234375
	Iteration 67Q: 3 clusters Score -5148994 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -5149081.500000 Penalty: 5240.234375
	Iteration 68Q: 3 clusters Score -5149082 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -5149166.000000 Penalty: 5240.234375
	Iteration 69Q: 3 clusters Score -5149166 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -5149241.000000 Penalty: 5240.234375
	Iteration 70Q: 3 clusters Score -5149241 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -5149310.000000 Penalty: 5240.234375
	Iteration 71Q: 3 clusters Score -5149310 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -5149378.000000 Penalty: 5240.234375
	Iteration 72Q: 3 clusters Score -5149378 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -5149452.500000 Penalty: 5240.234375
	Iteration 73Q: 3 clusters Score -5149452 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 32559 members 
Entering Unmasked Estep 
Score: -5149489.000000 Penalty: 5240.234375
	Iteration 74Q: 3 clusters Score -5149489 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -5149591.000000 Penalty: 5240.234375
	Iteration 75Q: 3 clusters Score -5149591 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -5149642.500000 Penalty: 5240.234375
	Iteration 76Q: 3 clusters Score -5149642 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -5149702.000000 Penalty: 5240.234375
	Iteration 77Q: 3 clusters Score -5149702 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -5149771.000000 Penalty: 5240.234375
	Iteration 78Q: 3 clusters Score -5149771 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -5149869.500000 Penalty: 5240.234375
	Iteration 79Q: 3 clusters Score -5149870 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -5149947.500000 Penalty: 5240.234375
	Iteration 80F: 3 clusters Score -5149948 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -5150033.000000 Penalty: 5240.234375
	Iteration 81Q: 3 clusters Score -5150033 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -5150139.500000 Penalty: 5240.234375
	Iteration 82Q: 3 clusters Score -5150140 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -5150222.500000 Penalty: 5240.234375
	Iteration 83Q: 3 clusters Score -5150222 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -5150308.500000 Penalty: 5240.234375
	Iteration 84Q: 3 clusters Score -5150308 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -5150383.500000 Penalty: 5240.234375
	Iteration 85Q: 3 clusters Score -5150384 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -5150437.000000 Penalty: 5240.234375
	Iteration 86Q: 3 clusters Score -5150437 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -5150529.500000 Penalty: 5240.234375
	Iteration 87Q: 3 clusters Score -5150530 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -5150619.500000 Penalty: 5240.234375
	Iteration 88Q: 3 clusters Score -5150620 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -5150703.000000 Penalty: 5240.234375
	Iteration 89Q: 3 clusters Score -5150703 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -5150782.500000 Penalty: 5240.234375
	Iteration 90Q: 3 clusters Score -5150782 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 36623 members 
Entering Unmasked Estep 
Score: -5150850.000000 Penalty: 5240.234375
	Iteration 91Q: 3 clusters Score -5150850 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -5150914.500000 Penalty: 5240.234375
	Iteration 92Q: 3 clusters Score -5150914 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -5150994.000000 Penalty: 5240.234375
	Iteration 93Q: 3 clusters Score -5150994 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -5151048.500000 Penalty: 5240.234375
	Iteration 94Q: 3 clusters Score -5151048 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -5151097.500000 Penalty: 5240.234375
	Iteration 95Q: 3 clusters Score -5151098 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -5151160.000000 Penalty: 5240.234375
	Iteration 96Q: 3 clusters Score -5151160 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 37496 members 
Entering Unmasked Estep 
Score: -5151234.000000 Penalty: 5240.234375
	Iteration 97Q: 3 clusters Score -5151234 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -5151278.500000 Penalty: 5240.234375
	Iteration 98Q: 3 clusters Score -5151278 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -5151327.000000 Penalty: 5240.234375
	Iteration 99Q: 3 clusters Score -5151327 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -5151359.000000 Penalty: 5240.234375
	Iteration 100F: 3 clusters Score -5151359 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -5151382.000000 Penalty: 5240.234375
	Iteration 101Q: 3 clusters Score -5151382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -5151399.500000 Penalty: 5240.234375
	Iteration 102Q: 3 clusters Score -5151400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -5151416.000000 Penalty: 5240.234375
	Iteration 103Q: 3 clusters Score -5151416 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -5151428.500000 Penalty: 5240.234375
	Iteration 104Q: 3 clusters Score -5151428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -5151439.000000 Penalty: 5240.234375
	Iteration 105Q: 3 clusters Score -5151439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -5151457.000000 Penalty: 5240.234375
	Iteration 106Q: 3 clusters Score -5151457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -5151469.000000 Penalty: 5240.234375
	Iteration 107Q: 3 clusters Score -5151469 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -5151475.500000 Penalty: 5240.234375
	Iteration 108Q: 3 clusters Score -5151476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 37964 members 
Entering Unmasked Estep 
Score: -5151482.000000 Penalty: 5240.234375
	Iteration 109Q: 3 clusters Score -5151482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 37989 members 
Entering Unmasked Estep 
Score: -5151497.000000 Penalty: 5240.234375
	Iteration 110Q: 3 clusters Score -5151497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -5151513.500000 Penalty: 5240.234375
	Iteration 111Q: 3 clusters Score -5151514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -5151530.500000 Penalty: 5240.234375
	Iteration 112Q: 3 clusters Score -5151530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -5151547.500000 Penalty: 5240.234375
	Iteration 113Q: 3 clusters Score -5151548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -5151552.500000 Penalty: 5240.234375
	Iteration 114Q: 3 clusters Score -5151552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -5151568.000000 Penalty: 5240.234375
	Iteration 115Q: 3 clusters Score -5151568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -5151589.000000 Penalty: 5240.234375
	Iteration 116Q: 3 clusters Score -5151589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -5151587.500000 Penalty: 5240.234375
	Iteration 117Q: 3 clusters Score -5151588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -5151595.500000 Penalty: 5240.234375
	Iteration 118Q: 3 clusters Score -5151596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -5151597.000000 Penalty: 5240.234375
	Iteration 119Q: 3 clusters Score -5151597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -5151597.000000 Penalty: 5240.234375
	Iteration 120F: 3 clusters Score -5151597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47340 members 
Entering Unmasked Estep 
Score: -6467260.500000 Penalty: 2669.747559
	Iteration 0F: 2 clusters Score -6467260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -6435510.500000 Penalty: 5339.495117
	Iteration 0F: 3 clusters Score -6435510 nChanged 21830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -6448620.000000 Penalty: 5339.495117
	Iteration 1F: 3 clusters Score -6448620 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -6451156.000000 Penalty: 5339.495117
	Iteration 2F: 3 clusters Score -6451156 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -6454967.500000 Penalty: 5339.495117
	Iteration 3F: 3 clusters Score -6454968 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -6458786.000000 Penalty: 5339.495117
	Iteration 4F: 3 clusters Score -6458786 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -6461237.000000 Penalty: 5339.495117
	Iteration 5F: 3 clusters Score -6461237 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -6462338.500000 Penalty: 5339.495117
	Iteration 6F: 3 clusters Score -6462338 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -6462876.500000 Penalty: 5339.495117
	Iteration 7Q: 3 clusters Score -6462876 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -6463371.500000 Penalty: 5339.495117
	Iteration 8Q: 3 clusters Score -6463372 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -6463959.000000 Penalty: 5339.495117
	Iteration 9Q: 3 clusters Score -6463959 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -6464573.500000 Penalty: 5339.495117
	Iteration 10Q: 3 clusters Score -6464574 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -6465156.500000 Penalty: 5339.495117
	Iteration 11Q: 3 clusters Score -6465156 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -6465655.000000 Penalty: 5339.495117
	Iteration 12Q: 3 clusters Score -6465655 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -6466056.000000 Penalty: 5339.495117
	Iteration 13Q: 3 clusters Score -6466056 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -6466436.500000 Penalty: 5339.495117
	Iteration 14Q: 3 clusters Score -6466436 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -6466756.000000 Penalty: 5339.495117
	Iteration 15Q: 3 clusters Score -6466756 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 36551 members 
Entering Unmasked Estep 
Score: -6467047.000000 Penalty: 5339.495117
	Iteration 16Q: 3 clusters Score -6467047 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 37379 members 
Entering Unmasked Estep 
Score: -6467369.000000 Penalty: 5339.495117
	Iteration 17Q: 3 clusters Score -6467369 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -6467688.000000 Penalty: 5339.495117
	Iteration 18Q: 3 clusters Score -6467688 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -6468039.000000 Penalty: 5339.495117
	Iteration 19Q: 3 clusters Score -6468039 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -6468345.500000 Penalty: 5339.495117
	Iteration 20F: 3 clusters Score -6468346 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
Score: -6468724.000000 Penalty: 5339.495117
	Iteration 21Q: 3 clusters Score -6468724 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -6469078.500000 Penalty: 5339.495117
	Iteration 22Q: 3 clusters Score -6469078 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -6469422.000000 Penalty: 5339.495117
	Iteration 23Q: 3 clusters Score -6469422 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -6469700.000000 Penalty: 5339.495117
	Iteration 24Q: 3 clusters Score -6469700 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -6469956.500000 Penalty: 5339.495117
	Iteration 25Q: 3 clusters Score -6469956 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -6470081.000000 Penalty: 5339.495117
	Iteration 26Q: 3 clusters Score -6470081 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 43365 members 
Entering Unmasked Estep 
Score: -6470204.000000 Penalty: 5339.495117
	Iteration 27Q: 3 clusters Score -6470204 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -6470268.000000 Penalty: 5339.495117
	Iteration 28Q: 3 clusters Score -6470268 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -6470334.500000 Penalty: 5339.495117
	Iteration 29Q: 3 clusters Score -6470334 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -6470357.500000 Penalty: 5339.495117
	Iteration 30Q: 3 clusters Score -6470358 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -6470392.500000 Penalty: 5339.495117
	Iteration 31Q: 3 clusters Score -6470392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -6470388.000000 Penalty: 5339.495117
	Iteration 32Q: 3 clusters Score -6470388 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -6470404.500000 Penalty: 5339.495117
	Iteration 33Q: 3 clusters Score -6470404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -6470405.000000 Penalty: 5339.495117
	Iteration 34Q: 3 clusters Score -6470405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -6470407.500000 Penalty: 5339.495117
	Iteration 35Q: 3 clusters Score -6470408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -6470419.500000 Penalty: 5339.495117
	Iteration 36Q: 3 clusters Score -6470420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -6470424.000000 Penalty: 5339.495117
	Iteration 37Q: 3 clusters Score -6470424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -6470414.000000 Penalty: 5339.495117
	Iteration 38Q: 3 clusters Score -6470414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -6470423.500000 Penalty: 5339.495117
	Iteration 39Q: 3 clusters Score -6470424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -6470424.500000 Penalty: 5339.495117
	Iteration 40F: 3 clusters Score -6470424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -6470419.500000 Penalty: 5339.495117
	Iteration 41Q: 3 clusters Score -6470420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -6470416.500000 Penalty: 5339.495117
	Iteration 42Q: 3 clusters Score -6470416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -6470421.500000 Penalty: 5339.495117
	Iteration 43Q: 3 clusters Score -6470422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -6470419.000000 Penalty: 5339.495117
	Iteration 44Q: 3 clusters Score -6470419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 44069 members 
Entering Unmasked Estep 
Score: -6470414.000000 Penalty: 5339.495117
	Iteration 45Q: 3 clusters Score -6470414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -6470420.500000 Penalty: 5339.495117
	Iteration 46Q: 3 clusters Score -6470420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -6470415.500000 Penalty: 5339.495117
	Iteration 47Q: 3 clusters Score -6470416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -6470414.500000 Penalty: 5339.495117
	Iteration 48Q: 3 clusters Score -6470414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -6470415.000000 Penalty: 5339.495117
	Iteration 49Q: 3 clusters Score -6470415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -6470418.000000 Penalty: 5339.495117
	Iteration 50Q: 3 clusters Score -6470418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -6470416.500000 Penalty: 5339.495117
	Iteration 51Q: 3 clusters Score -6470416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -6470416.500000 Penalty: 5339.495117
	Iteration 52F: 3 clusters Score -6470416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 54577 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 38754 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 44080 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 85959 members 
Mstep: Class 10 contains 8915 members 
Mstep: Class 11 contains 12817 members 
Mstep: Class 12 contains 93014 members 
Mstep: Class 13 contains 33326 members 
Mstep: Class 14 contains 273965 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 12238 members 
Mstep: Class 18 contains 28980 members 
Mstep: Class 19 contains 158574 members 
Mstep: Class 20 contains 2221 members 
Entering Unmasked Estep 
Score: -122179160.000000 Penalty: 64637.800781
Splitting cluster 8 changes total score from -122166952.000000 to -122179160.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 9 (85959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Entering Unmasked Estep 
Score: -11882159.000000 Penalty: 2817.683105
	Iteration 0F: 2 clusters Score -1.188216e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -11824526.000000 Penalty: 5635.366211
	Iteration 0F: 3 clusters Score -1.182453e+07 nChanged 40650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -11848538.000000 Penalty: 5635.366211
	Iteration 1F: 3 clusters Score -1.184854e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -11850101.000000 Penalty: 5635.366211
	Iteration 2Q: 3 clusters Score -1.18501e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -11852353.000000 Penalty: 5635.366211
	Iteration 3F: 3 clusters Score -1.185235e+07 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -11855412.000000 Penalty: 5635.366211
	Iteration 4F: 3 clusters Score -1.185541e+07 nChanged 5839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 55696 members 
Entering Unmasked Estep 
Score: -11859386.000000 Penalty: 5635.366211
	Iteration 5F: 3 clusters Score -1.185939e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 59420 members 
Entering Unmasked Estep 
Score: -11863873.000000 Penalty: 5635.366211
	Iteration 6F: 3 clusters Score -1.186387e+07 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -11868364.000000 Penalty: 5635.366211
	Iteration 7F: 3 clusters Score -1.186836e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -11872191.000000 Penalty: 5635.366211
	Iteration 8F: 3 clusters Score -1.187219e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -11874714.000000 Penalty: 5635.366211
	Iteration 9Q: 3 clusters Score -1.187471e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 68294 members 
Entering Unmasked Estep 
Score: -11876434.000000 Penalty: 5635.366211
	Iteration 10Q: 3 clusters Score -1.187643e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 69338 members 
Entering Unmasked Estep 
Score: -11877780.000000 Penalty: 5635.366211
	Iteration 11Q: 3 clusters Score -1.187778e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 70218 members 
Entering Unmasked Estep 
Score: -11878789.000000 Penalty: 5635.366211
	Iteration 12Q: 3 clusters Score -1.187879e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 70958 members 
Entering Unmasked Estep 
Score: -11879447.000000 Penalty: 5635.366211
	Iteration 13Q: 3 clusters Score -1.187945e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 71583 members 
Entering Unmasked Estep 
Score: -11879839.000000 Penalty: 5635.366211
	Iteration 14Q: 3 clusters Score -1.187984e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 72080 members 
Entering Unmasked Estep 
Score: -11880002.000000 Penalty: 5635.366211
	Iteration 15Q: 3 clusters Score -1.188e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 72467 members 
Entering Unmasked Estep 
Score: -11880106.000000 Penalty: 5635.366211
	Iteration 16Q: 3 clusters Score -1.188011e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 72771 members 
Entering Unmasked Estep 
Score: -11880142.000000 Penalty: 5635.366211
	Iteration 17Q: 3 clusters Score -1.188014e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 73038 members 
Entering Unmasked Estep 
Score: -11880144.000000 Penalty: 5635.366211
	Iteration 18Q: 3 clusters Score -1.188014e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 73277 members 
Entering Unmasked Estep 
Score: -11880148.000000 Penalty: 5635.366211
	Iteration 19Q: 3 clusters Score -1.188015e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 73503 members 
Entering Unmasked Estep 
Score: -11880164.000000 Penalty: 5635.366211
	Iteration 20F: 3 clusters Score -1.188016e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 73685 members 
Entering Unmasked Estep 
Score: -11880185.000000 Penalty: 5635.366211
	Iteration 21Q: 3 clusters Score -1.188018e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -11880222.000000 Penalty: 5635.366211
	Iteration 22Q: 3 clusters Score -1.188022e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 73939 members 
Entering Unmasked Estep 
Score: -11880235.000000 Penalty: 5635.366211
	Iteration 23Q: 3 clusters Score -1.188024e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 74044 members 
Entering Unmasked Estep 
Score: -11880227.000000 Penalty: 5635.366211
	Iteration 24Q: 3 clusters Score -1.188023e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 74143 members 
Entering Unmasked Estep 
Score: -11880236.000000 Penalty: 5635.366211
	Iteration 25Q: 3 clusters Score -1.188024e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -11880268.000000 Penalty: 5635.366211
	Iteration 26Q: 3 clusters Score -1.188027e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 74312 members 
Entering Unmasked Estep 
Score: -11880272.000000 Penalty: 5635.366211
	Iteration 27Q: 3 clusters Score -1.188027e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 74382 members 
Entering Unmasked Estep 
Score: -11880262.000000 Penalty: 5635.366211
	Iteration 28Q: 3 clusters Score -1.188026e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 74434 members 
Entering Unmasked Estep 
Score: -11880272.000000 Penalty: 5635.366211
	Iteration 29Q: 3 clusters Score -1.188027e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 74475 members 
Entering Unmasked Estep 
Score: -11880267.000000 Penalty: 5635.366211
	Iteration 30Q: 3 clusters Score -1.188027e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 74513 members 
Entering Unmasked Estep 
Score: -11880266.000000 Penalty: 5635.366211
	Iteration 31Q: 3 clusters Score -1.188027e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -11880271.000000 Penalty: 5635.366211
	Iteration 32Q: 3 clusters Score -1.188027e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 74566 members 
Entering Unmasked Estep 
Score: -11880276.000000 Penalty: 5635.366211
	Iteration 33Q: 3 clusters Score -1.188028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 74584 members 
Entering Unmasked Estep 
Score: -11880278.000000 Penalty: 5635.366211
	Iteration 34Q: 3 clusters Score -1.188028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
Score: -11880281.000000 Penalty: 5635.366211
	Iteration 35Q: 3 clusters Score -1.188028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 74614 members 
Entering Unmasked Estep 
Score: -11880289.000000 Penalty: 5635.366211
	Iteration 36Q: 3 clusters Score -1.188029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 74627 members 
Entering Unmasked Estep 
Score: -11880284.000000 Penalty: 5635.366211
	Iteration 37Q: 3 clusters Score -1.188028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 74642 members 
Entering Unmasked Estep 
Score: -11880297.000000 Penalty: 5635.366211
	Iteration 38Q: 3 clusters Score -1.18803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 74657 members 
Entering Unmasked Estep 
Score: -11880313.000000 Penalty: 5635.366211
	Iteration 39Q: 3 clusters Score -1.188031e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 74672 members 
Entering Unmasked Estep 
Score: -11880321.000000 Penalty: 5635.366211
	Iteration 40F: 3 clusters Score -1.188032e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 74684 members 
Entering Unmasked Estep 
Score: -11880337.000000 Penalty: 5635.366211
	Iteration 41Q: 3 clusters Score -1.188034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 74693 members 
Entering Unmasked Estep 
Score: -11880335.000000 Penalty: 5635.366211
	Iteration 42Q: 3 clusters Score -1.188034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 74700 members 
Entering Unmasked Estep 
Score: -11880332.000000 Penalty: 5635.366211
	Iteration 43Q: 3 clusters Score -1.188033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 74707 members 
Entering Unmasked Estep 
Score: -11880335.000000 Penalty: 5635.366211
	Iteration 44Q: 3 clusters Score -1.188034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 74713 members 
Entering Unmasked Estep 
Score: -11880331.000000 Penalty: 5635.366211
	Iteration 45Q: 3 clusters Score -1.188033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 74717 members 
Entering Unmasked Estep 
Score: -11880339.000000 Penalty: 5635.366211
	Iteration 46Q: 3 clusters Score -1.188034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -11880332.000000 Penalty: 5635.366211
	Iteration 47Q: 3 clusters Score -1.188033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 74721 members 
Entering Unmasked Estep 
Score: -11880328.000000 Penalty: 5635.366211
	Iteration 48Q: 3 clusters Score -1.188033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 74722 members 
Entering Unmasked Estep 
Score: -11880333.000000 Penalty: 5635.366211
	Iteration 49Q: 3 clusters Score -1.188033e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 74723 members 
Entering Unmasked Estep 
Score: -11880337.000000 Penalty: 5635.366211
	Iteration 50Q: 3 clusters Score -1.188034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 74724 members 
Entering Unmasked Estep 
Score: -11880339.000000 Penalty: 5635.366211
	Iteration 51Q: 3 clusters Score -1.188034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 74726 members 
Entering Unmasked Estep 
Score: -11880338.000000 Penalty: 5635.366211
	Iteration 52Q: 3 clusters Score -1.188034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 74727 members 
Entering Unmasked Estep 
Score: -11880335.000000 Penalty: 5635.366211
	Iteration 53Q: 3 clusters Score -1.188034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 74727 members 
Entering Unmasked Estep 
Score: -11880335.000000 Penalty: 5635.366211
	Iteration 54F: 3 clusters Score -1.188034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (8915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Entering Unmasked Estep 
Score: -1141520.000000 Penalty: 2255.681641
	Iteration 0F: 2 clusters Score -1141520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1134518.625000 Penalty: 4511.363281
	Iteration 0F: 3 clusters Score -1134519 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1136711.250000 Penalty: 4511.363281
	Iteration 1F: 3 clusters Score -1136711 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1137311.125000 Penalty: 4511.363281
	Iteration 2F: 3 clusters Score -1137311 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1137907.000000 Penalty: 4511.363281
	Iteration 3F: 3 clusters Score -1137907 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1138564.250000 Penalty: 4511.363281
	Iteration 4F: 3 clusters Score -1138564 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1139222.875000 Penalty: 4511.363281
	Iteration 5F: 3 clusters Score -1139223 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1139805.500000 Penalty: 4511.363281
	Iteration 6F: 3 clusters Score -1139806 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1140377.500000 Penalty: 4511.363281
	Iteration 7F: 3 clusters Score -1140378 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1140864.375000 Penalty: 4511.363281
	Iteration 8F: 3 clusters Score -1140864 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1141264.375000 Penalty: 4511.363281
	Iteration 9Q: 3 clusters Score -1141264 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1141540.500000 Penalty: 4511.363281
	Iteration 10Q: 3 clusters Score -1141540 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1141675.750000 Penalty: 4511.363281
	Iteration 11Q: 3 clusters Score -1141676 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1141747.750000 Penalty: 4511.363281
	Iteration 12Q: 3 clusters Score -1141748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1141798.750000 Penalty: 4511.363281
	Iteration 13Q: 3 clusters Score -1141799 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1141829.500000 Penalty: 4511.363281
	Iteration 14Q: 3 clusters Score -1141830 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1141846.250000 Penalty: 4511.363281
	Iteration 15Q: 3 clusters Score -1141846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1141857.375000 Penalty: 4511.363281
	Iteration 16Q: 3 clusters Score -1141857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1141871.625000 Penalty: 4511.363281
	Iteration 17Q: 3 clusters Score -1141872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1141879.000000 Penalty: 4511.363281
	Iteration 18Q: 3 clusters Score -1141879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1141884.500000 Penalty: 4511.363281
	Iteration 19Q: 3 clusters Score -1141884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1141890.875000 Penalty: 4511.363281
	Iteration 20F: 3 clusters Score -1141891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1141900.750000 Penalty: 4511.363281
	Iteration 21Q: 3 clusters Score -1141901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1141919.750000 Penalty: 4511.363281
	Iteration 22Q: 3 clusters Score -1141920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1141927.000000 Penalty: 4511.363281
	Iteration 23Q: 3 clusters Score -1141927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1141939.500000 Penalty: 4511.363281
	Iteration 24Q: 3 clusters Score -1141940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1141946.875000 Penalty: 4511.363281
	Iteration 25Q: 3 clusters Score -1141947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1141955.875000 Penalty: 4511.363281
	Iteration 26Q: 3 clusters Score -1141956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1141957.750000 Penalty: 4511.363281
	Iteration 27Q: 3 clusters Score -1141958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1141961.500000 Penalty: 4511.363281
	Iteration 28Q: 3 clusters Score -1141962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1141968.000000 Penalty: 4511.363281
	Iteration 29Q: 3 clusters Score -1141968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1141975.500000 Penalty: 4511.363281
	Iteration 30Q: 3 clusters Score -1141976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1141977.000000 Penalty: 4511.363281
	Iteration 31Q: 3 clusters Score -1141977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1141981.500000 Penalty: 4511.363281
	Iteration 32Q: 3 clusters Score -1141982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1141982.625000 Penalty: 4511.363281
	Iteration 33Q: 3 clusters Score -1141983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1141983.875000 Penalty: 4511.363281
	Iteration 34Q: 3 clusters Score -1141984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1141983.875000 Penalty: 4511.363281
	Iteration 35F: 3 clusters Score -1141984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 54577 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 38754 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 44080 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 85959 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 12817 members 
Mstep: Class 12 contains 93014 members 
Mstep: Class 13 contains 33326 members 
Mstep: Class 14 contains 273965 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 12238 members 
Mstep: Class 17 contains 8204 members 
Mstep: Class 18 contains 28980 members 
Mstep: Class 19 contains 158574 members 
Mstep: Class 20 contains 2221 members 
Entering Unmasked Estep 
Score: -122178440.000000 Penalty: 68039.789062
Splitting cluster 10 changes total score from -122166952.000000 to -122178440.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 11 (12817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Entering Unmasked Estep 
Score: -1803432.750000 Penalty: 2345.714844
	Iteration 0F: 2 clusters Score -1803433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1793938.625000 Penalty: 4691.429688
	Iteration 0F: 3 clusters Score -1793939 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1796777.125000 Penalty: 4691.429688
	Iteration 1F: 3 clusters Score -1796777 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -1797117.375000 Penalty: 4691.429688
	Iteration 2F: 3 clusters Score -1797117 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1797381.875000 Penalty: 4691.429688
	Iteration 3Q: 3 clusters Score -1797382 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1797599.875000 Penalty: 4691.429688
	Iteration 4Q: 3 clusters Score -1797600 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1797773.250000 Penalty: 4691.429688
	Iteration 5Q: 3 clusters Score -1797773 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1797937.125000 Penalty: 4691.429688
	Iteration 6Q: 3 clusters Score -1797937 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1798131.250000 Penalty: 4691.429688
	Iteration 7Q: 3 clusters Score -1798131 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1798349.750000 Penalty: 4691.429688
	Iteration 8Q: 3 clusters Score -1798350 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1798605.625000 Penalty: 4691.429688
	Iteration 9Q: 3 clusters Score -1798606 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1798914.500000 Penalty: 4691.429688
	Iteration 10Q: 3 clusters Score -1798914 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1799232.375000 Penalty: 4691.429688
	Iteration 11Q: 3 clusters Score -1799232 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1799608.875000 Penalty: 4691.429688
	Iteration 12Q: 3 clusters Score -1799609 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1800049.875000 Penalty: 4691.429688
	Iteration 13Q: 3 clusters Score -1800050 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1800540.500000 Penalty: 4691.429688
	Iteration 14Q: 3 clusters Score -1800540 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1800962.250000 Penalty: 4691.429688
	Iteration 15Q: 3 clusters Score -1800962 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1801232.625000 Penalty: 4691.429688
	Iteration 16Q: 3 clusters Score -1801233 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1801370.875000 Penalty: 4691.429688
	Iteration 17Q: 3 clusters Score -1801371 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1801454.250000 Penalty: 4691.429688
	Iteration 18Q: 3 clusters Score -1801454 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1801504.625000 Penalty: 4691.429688
	Iteration 19Q: 3 clusters Score -1801505 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1801537.625000 Penalty: 4691.429688
	Iteration 20F: 3 clusters Score -1801538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1801553.125000 Penalty: 4691.429688
	Iteration 21Q: 3 clusters Score -1801553 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1801573.500000 Penalty: 4691.429688
	Iteration 22Q: 3 clusters Score -1801574 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1801587.750000 Penalty: 4691.429688
	Iteration 23Q: 3 clusters Score -1801588 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1801599.750000 Penalty: 4691.429688
	Iteration 24Q: 3 clusters Score -1801600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1801608.125000 Penalty: 4691.429688
	Iteration 25Q: 3 clusters Score -1801608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1801617.000000 Penalty: 4691.429688
	Iteration 26Q: 3 clusters Score -1801617 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1801626.750000 Penalty: 4691.429688
	Iteration 27Q: 3 clusters Score -1801627 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1801634.125000 Penalty: 4691.429688
	Iteration 28Q: 3 clusters Score -1801634 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1801647.375000 Penalty: 4691.429688
	Iteration 29Q: 3 clusters Score -1801647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1801657.500000 Penalty: 4691.429688
	Iteration 30Q: 3 clusters Score -1801658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1801662.000000 Penalty: 4691.429688
	Iteration 31Q: 3 clusters Score -1801662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1801667.125000 Penalty: 4691.429688
	Iteration 32Q: 3 clusters Score -1801667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1801668.125000 Penalty: 4691.429688
	Iteration 33Q: 3 clusters Score -1801668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1801673.250000 Penalty: 4691.429688
	Iteration 34Q: 3 clusters Score -1801673 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1801672.125000 Penalty: 4691.429688
	Iteration 35Q: 3 clusters Score -1801672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1801680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1801683.250000 Penalty: 4691.429688
	Iteration 37Q: 3 clusters Score -1801683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1801682.250000 Penalty: 4691.429688
	Iteration 38Q: 3 clusters Score -1801682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1801688.000000 Penalty: 4691.429688
	Iteration 39Q: 3 clusters Score -1801688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1801685.125000 Penalty: 4691.429688
	Iteration 40F: 3 clusters Score -1801685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1801686.500000 Penalty: 4691.429688
	Iteration 41Q: 3 clusters Score -1801686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1801688.875000 Penalty: 4691.429688
	Iteration 42Q: 3 clusters Score -1801689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1801694.875000 Penalty: 4691.429688
	Iteration 43Q: 3 clusters Score -1801695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1801693.500000 Penalty: 4691.429688
	Iteration 44Q: 3 clusters Score -1801694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1801694.500000 Penalty: 4691.429688
	Iteration 45Q: 3 clusters Score -1801694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1801704.375000 Penalty: 4691.429688
	Iteration 46Q: 3 clusters Score -1801704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1801699.875000 Penalty: 4691.429688
	Iteration 47Q: 3 clusters Score -1801700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1801701.000000 Penalty: 4691.429688
	Iteration 48Q: 3 clusters Score -1801701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1801703.500000 Penalty: 4691.429688
	Iteration 49Q: 3 clusters Score -1801704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -1801705.500000 Penalty: 4691.429688
	Iteration 50Q: 3 clusters Score -1801706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1801707.250000 Penalty: 4691.429688
	Iteration 51Q: 3 clusters Score -1801707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1801713.250000 Penalty: 4691.429688
	Iteration 52Q: 3 clusters Score -1801713 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1801723.750000 Penalty: 4691.429688
	Iteration 53Q: 3 clusters Score -1801724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1801737.000000 Penalty: 4691.429688
	Iteration 54Q: 3 clusters Score -1801737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1801751.750000 Penalty: 4691.429688
	Iteration 55Q: 3 clusters Score -1801752 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1801761.625000 Penalty: 4691.429688
	Iteration 56Q: 3 clusters Score -1801762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1801769.625000 Penalty: 4691.429688
	Iteration 57Q: 3 clusters Score -1801770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1801785.625000 Penalty: 4691.429688
	Iteration 58Q: 3 clusters Score -1801786 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1801801.875000 Penalty: 4691.429688
	Iteration 59Q: 3 clusters Score -1801802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1801811.875000 Penalty: 4691.429688
	Iteration 60F: 3 clusters Score -1801812 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1801831.000000 Penalty: 4691.429688
	Iteration 61Q: 3 clusters Score -1801831 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1801841.250000 Penalty: 4691.429688
	Iteration 62Q: 3 clusters Score -1801841 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1801852.500000 Penalty: 4691.429688
	Iteration 63Q: 3 clusters Score -1801852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1801862 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1801879 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1801890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1801896.000000 Penalty: 4691.429688
	Iteration 67Q: 3 clusters Score -1801896 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1801914.500000 Penalty: 4691.429688
	Iteration 68Q: 3 clusters Score -1801914 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1801928.625000 Penalty: 4691.429688
	Iteration 69Q: 3 clusters Score -1801929 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1801943.750000 Penalty: 4691.429688
	Iteration 70Q: 3 clusters Score -1801944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1801969.750000 Penalty: 4691.429688
	Iteration 71Q: 3 clusters Score -1801970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1801992.375000 Penalty: 4691.429688
	Iteration 72Q: 3 clusters Score -1801992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1802017.875000 Penalty: 4691.429688
	Iteration 73Q: 3 clusters Score -1802018 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1802054.375000 Penalty: 4691.429688
	Iteration 74Q: 3 clusters Score -1802054 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1802085.750000 Penalty: 4691.429688
	Iteration 75Q: 3 clusters Score -1802086 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1802139.125000 Penalty: 4691.429688
	Iteration 76Q: 3 clusters Score -1802139 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1802205.750000 Penalty: 4691.429688
	Iteration 77Q: 3 clusters Score -1802206 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1802270.750000 Penalty: 4691.429688
	Iteration 78Q: 3 clusters Score -1802271 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1802347.125000 Penalty: 4691.429688
	Iteration 79Q: 3 clusters Score -1802347 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1802406.500000 Penalty: 4691.429688
	Iteration 80F: 3 clusters Score -1802406 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1802458.500000 Penalty: 4691.429688
	Iteration 81Q: 3 clusters Score -1802458 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1802499.875000 Penalty: 4691.429688
	Iteration 82Q: 3 clusters Score -1802500 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1802538.625000 Penalty: 4691.429688
	Iteration 83Q: 3 clusters Score -1802539 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1802572.000000 Penalty: 4691.429688
	Iteration 84Q: 3 clusters Score -1802572 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1802587.000000 Penalty: 4691.429688
	Iteration 85Q: 3 clusters Score -1802587 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1802606.875000 Penalty: 4691.429688
	Iteration 86Q: 3 clusters Score -1802607 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1802631.625000 Penalty: 4691.429688
	Iteration 87Q: 3 clusters Score -1802632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1802652.625000 Penalty: 4691.429688
	Iteration 88Q: 3 clusters Score -1802653 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1802667.125000 Penalty: 4691.429688
	Iteration 89Q: 3 clusters Score -1802667 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1802682.125000 Penalty: 4691.429688
	Iteration 90Q: 3 clusters Score -1802682 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1802693.375000 Penalty: 4691.429688
	Iteration 91Q: 3 clusters Score -1802693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1802703.625000 Penalty: 4691.429688
	Iteration 92Q: 3 clusters Score -1802704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1802699.375000 Penalty: 4691.429688
	Iteration 93Q: 3 clusters Score -1802699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1802696.375000 Penalty: 4691.429688
	Iteration 94Q: 3 clusters Score -1802696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1802701.250000 Penalty: 4691.429688
	Iteration 95Q: 3 clusters Score -1802701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1802703.125000 Penalty: 4691.429688
	Iteration 96Q: 3 clusters Score -1802703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1802702.500000 Penalty: 4691.429688
	Iteration 97Q: 3 clusters Score -1802702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1802704.500000 Penalty: 4691.429688
	Iteration 98Q: 3 clusters Score -1802704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1802701.250000 Penalty: 4691.429688
	Iteration 99Q: 3 clusters Score -1802701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1802703.250000 Penalty: 4691.429688
	Iteration 100F: 3 clusters Score -1802703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1802704.125000 Penalty: 4691.429688
	Iteration 101Q: 3 clusters Score -1802704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1802701.875000 Penalty: 4691.429688
	Iteration 102Q: 3 clusters Score -1802702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1802703.875000 Penalty: 4691.429688
	Iteration 103Q: 3 clusters Score -1802704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1802701.625000 Penalty: 4691.429688
	Iteration 104Q: 3 clusters Score -1802702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1802700.750000 Penalty: 4691.429688
	Iteration 105Q: 3 clusters Score -1802701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -1802703.625000 Penalty: 4691.429688
	Iteration 106Q: 3 clusters Score -1802704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1802703.500000 Penalty: 4691.429688
	Iteration 107Q: 3 clusters Score -1802704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1802705.250000 Penalty: 4691.429688
	Iteration 108Q: 3 clusters Score -1802705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1802709.875000 Penalty: 4691.429688
	Iteration 109Q: 3 clusters Score -1802710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1802712.500000 Penalty: 4691.429688
	Iteration 110Q: 3 clusters Score -1802712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1802711.750000 Penalty: 4691.429688
	Iteration 111Q: 3 clusters Score -1802712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1802709.250000 Penalty: 4691.429688
	Iteration 112Q: 3 clusters Score -1802709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1802709.750000 Penalty: 4691.429688
	Iteration 113Q: 3 clusters Score -1802710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1802712.000000 Penalty: 4691.429688
	Iteration 114Q: 3 clusters Score -1802712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1802713.625000 Penalty: 4691.429688
	Iteration 115Q: 3 clusters Score -1802714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1802713.125000 Penalty: 4691.429688
	Iteration 116Q: 3 clusters Score -1802713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1802713.125000 Penalty: 4691.429688
	Iteration 117F: 3 clusters Score -1802713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (93014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93014 members 
Entering Unmasked Estep 
Score: -12818208.000000 Penalty: 2837.245361
	Iteration 0F: 2 clusters Score -1.281821e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -12756071.000000 Penalty: 5674.490723
	Iteration 0F: 3 clusters Score -1.275607e+07 nChanged 43930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -12780488.000000 Penalty: 5674.490723
	Iteration 1F: 3 clusters Score -1.278049e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 46924 members 
Entering Unmasked Estep 
Score: -12781135.000000 Penalty: 5674.490723
	Iteration 2Q: 3 clusters Score -1.278114e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45797 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -12781821.000000 Penalty: 5674.490723
	Iteration 3Q: 3 clusters Score -1.278182e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -12782452.000000 Penalty: 5674.490723
	Iteration 4Q: 3 clusters Score -1.278245e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -12783291.000000 Penalty: 5674.490723
	Iteration 5Q: 3 clusters Score -1.278329e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -12784165.000000 Penalty: 5674.490723
	Iteration 6Q: 3 clusters Score -1.278416e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -12785184.000000 Penalty: 5674.490723
	Iteration 7Q: 3 clusters Score -1.278518e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 51495 members 
Entering Unmasked Estep 
Score: -12786367.000000 Penalty: 5674.490723
	Iteration 8Q: 3 clusters Score -1.278637e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -12787948.000000 Penalty: 5674.490723
	Iteration 9Q: 3 clusters Score -1.278795e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -12790016.000000 Penalty: 5674.490723
	Iteration 10Q: 3 clusters Score -1.279002e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 58057 members 
Entering Unmasked Estep 
Score: -12792457.000000 Penalty: 5674.490723
	Iteration 11Q: 3 clusters Score -1.279246e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -12795453.000000 Penalty: 5674.490723
	Iteration 12F: 3 clusters Score -1.279545e+07 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 63348 members 
Entering Unmasked Estep 
Score: -12799184.000000 Penalty: 5674.490723
	Iteration 13F: 3 clusters Score -1.279918e+07 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 65608 members 
Entering Unmasked Estep 
Score: -12803104.000000 Penalty: 5674.490723
	Iteration 14F: 3 clusters Score -1.28031e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 67166 members 
Entering Unmasked Estep 
Score: -12806533.000000 Penalty: 5674.490723
	Iteration 15Q: 3 clusters Score -1.280653e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 68228 members 
Entering Unmasked Estep 
Score: -12808719.000000 Penalty: 5674.490723
	Iteration 16Q: 3 clusters Score -1.280872e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 69064 members 
Entering Unmasked Estep 
Score: -12810095.000000 Penalty: 5674.490723
	Iteration 17Q: 3 clusters Score -1.28101e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 69770 members 
Entering Unmasked Estep 
Score: -12811011.000000 Penalty: 5674.490723
	Iteration 18Q: 3 clusters Score -1.281101e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 70339 members 
Entering Unmasked Estep 
Score: -12811723.000000 Penalty: 5674.490723
	Iteration 19Q: 3 clusters Score -1.281172e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 70892 members 
Entering Unmasked Estep 
Score: -12812368.000000 Penalty: 5674.490723
	Iteration 20F: 3 clusters Score -1.281237e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 71406 members 
Entering Unmasked Estep 
Score: -12812848.000000 Penalty: 5674.490723
	Iteration 21Q: 3 clusters Score -1.281285e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 71795 members 
Entering Unmasked Estep 
Score: -12813207.000000 Penalty: 5674.490723
	Iteration 22Q: 3 clusters Score -1.281321e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 72138 members 
Entering Unmasked Estep 
Score: -12813402.000000 Penalty: 5674.490723
	Iteration 23Q: 3 clusters Score -1.28134e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -12813552.000000 Penalty: 5674.490723
	Iteration 24Q: 3 clusters Score -1.281355e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -12813656.000000 Penalty: 5674.490723
	Iteration 25Q: 3 clusters Score -1.281366e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 72997 members 
Entering Unmasked Estep 
Score: -12813750.000000 Penalty: 5674.490723
	Iteration 26Q: 3 clusters Score -1.281375e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 73218 members 
Entering Unmasked Estep 
Score: -12813791.000000 Penalty: 5674.490723
	Iteration 27Q: 3 clusters Score -1.281379e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 73436 members 
Entering Unmasked Estep 
Score: -12813861.000000 Penalty: 5674.490723
	Iteration 28Q: 3 clusters Score -1.281386e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 73642 members 
Entering Unmasked Estep 
Score: -12813886.000000 Penalty: 5674.490723
	Iteration 29Q: 3 clusters Score -1.281389e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -12813926.000000 Penalty: 5674.490723
	Iteration 30Q: 3 clusters Score -1.281393e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 74046 members 
Entering Unmasked Estep 
Score: -12813969.000000 Penalty: 5674.490723
	Iteration 31Q: 3 clusters Score -1.281397e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 74227 members 
Entering Unmasked Estep 
Score: -12814013.000000 Penalty: 5674.490723
	Iteration 32Q: 3 clusters Score -1.281401e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 74381 members 
Entering Unmasked Estep 
Score: -12814024.000000 Penalty: 5674.490723
	Iteration 33Q: 3 clusters Score -1.281402e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 74525 members 
Entering Unmasked Estep 
Score: -12813996.000000 Penalty: 5674.490723
	Iteration 34Q: 3 clusters Score -1.2814e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 74633 members 
Entering Unmasked Estep 
Score: -12813978.000000 Penalty: 5674.490723
	Iteration 35Q: 3 clusters Score -1.281398e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 74752 members 
Entering Unmasked Estep 
Score: -12813990.000000 Penalty: 5674.490723
	Iteration 36Q: 3 clusters Score -1.281399e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -12813976.000000 Penalty: 5674.490723
	Iteration 37Q: 3 clusters Score -1.281398e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -12813973.000000 Penalty: 5674.490723
	Iteration 38Q: 3 clusters Score -1.281397e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 75132 members 
Entering Unmasked Estep 
Score: -12814005.000000 Penalty: 5674.490723
	Iteration 39Q: 3 clusters Score -1.2814e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
Score: -12813999.000000 Penalty: 5674.490723
	Iteration 40F: 3 clusters Score -1.2814e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 75360 members 
Entering Unmasked Estep 
Score: -12814029.000000 Penalty: 5674.490723
	Iteration 41Q: 3 clusters Score -1.281403e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 75493 members 
Entering Unmasked Estep 
Score: -12814064.000000 Penalty: 5674.490723
	Iteration 42Q: 3 clusters Score -1.281406e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -12814075.000000 Penalty: 5674.490723
	Iteration 43Q: 3 clusters Score -1.281408e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 75760 members 
Entering Unmasked Estep 
Score: -12814090.000000 Penalty: 5674.490723
	Iteration 44Q: 3 clusters Score -1.281409e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 75909 members 
Entering Unmasked Estep 
Score: -12814116.000000 Penalty: 5674.490723
	Iteration 45Q: 3 clusters Score -1.281412e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 76053 members 
Entering Unmasked Estep 
Score: -12814123.000000 Penalty: 5674.490723
	Iteration 46Q: 3 clusters Score -1.281412e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 76190 members 
Entering Unmasked Estep 
Score: -12814109.000000 Penalty: 5674.490723
	Iteration 47Q: 3 clusters Score -1.281411e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -12814102.000000 Penalty: 5674.490723
	Iteration 48Q: 3 clusters Score -1.28141e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -12814118.000000 Penalty: 5674.490723
	Iteration 49Q: 3 clusters Score -1.281412e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 76547 members 
Entering Unmasked Estep 
Score: -12814122.000000 Penalty: 5674.490723
	Iteration 50Q: 3 clusters Score -1.281412e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 76658 members 
Entering Unmasked Estep 
Score: -12814144.000000 Penalty: 5674.490723
	Iteration 51Q: 3 clusters Score -1.281414e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 76766 members 
Entering Unmasked Estep 
Score: -12814147.000000 Penalty: 5674.490723
	Iteration 52Q: 3 clusters Score -1.281415e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 76857 members 
Entering Unmasked Estep 
Score: -12814148.000000 Penalty: 5674.490723
	Iteration 53Q: 3 clusters Score -1.281415e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 76952 members 
Entering Unmasked Estep 
Score: -12814152.000000 Penalty: 5674.490723
	Iteration 54Q: 3 clusters Score -1.281415e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 77044 members 
Entering Unmasked Estep 
Score: -12814134.000000 Penalty: 5674.490723
	Iteration 55Q: 3 clusters Score -1.281413e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -12814113.000000 Penalty: 5674.490723
	Iteration 56Q: 3 clusters Score -1.281411e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 77263 members 
Entering Unmasked Estep 
Score: -12814130.000000 Penalty: 5674.490723
	Iteration 57Q: 3 clusters Score -1.281413e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 77377 members 
Entering Unmasked Estep 
Score: -12814130.000000 Penalty: 5674.490723
	Iteration 58Q: 3 clusters Score -1.281413e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 77495 members 
Entering Unmasked Estep 
Score: -12814120.000000 Penalty: 5674.490723
	Iteration 59Q: 3 clusters Score -1.281412e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -12814141.000000 Penalty: 5674.490723
	Iteration 60F: 3 clusters Score -1.281414e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 77718 members 
Entering Unmasked Estep 
Score: -12814178.000000 Penalty: 5674.490723
	Iteration 61Q: 3 clusters Score -1.281418e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -12814185.000000 Penalty: 5674.490723
	Iteration 62Q: 3 clusters Score -1.281418e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -12814208.000000 Penalty: 5674.490723
	Iteration 63Q: 3 clusters Score -1.281421e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -12814204.000000 Penalty: 5674.490723
	Iteration 64Q: 3 clusters Score -1.28142e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 78247 members 
Entering Unmasked Estep 
Score: -12814201.000000 Penalty: 5674.490723
	Iteration 65Q: 3 clusters Score -1.28142e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 78391 members 
Entering Unmasked Estep 
Score: -12814187.000000 Penalty: 5674.490723
	Iteration 66Q: 3 clusters Score -1.281419e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -12814192.000000 Penalty: 5674.490723
	Iteration 67Q: 3 clusters Score -1.281419e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -12814177.000000 Penalty: 5674.490723
	Iteration 68Q: 3 clusters Score -1.281418e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -12814208.000000 Penalty: 5674.490723
	Iteration 69Q: 3 clusters Score -1.281421e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 79037 members 
Entering Unmasked Estep 
Score: -12814289.000000 Penalty: 5674.490723
	Iteration 70Q: 3 clusters Score -1.281429e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 79228 members 
Entering Unmasked Estep 
Score: -12814262.000000 Penalty: 5674.490723
	Iteration 71Q: 3 clusters Score -1.281426e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -12814291.000000 Penalty: 5674.490723
	Iteration 72Q: 3 clusters Score -1.281429e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 79668 members 
Entering Unmasked Estep 
Score: -12814337.000000 Penalty: 5674.490723
	Iteration 73Q: 3 clusters Score -1.281434e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 79913 members 
Entering Unmasked Estep 
Score: -12814401.000000 Penalty: 5674.490723
	Iteration 74Q: 3 clusters Score -1.28144e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 80145 members 
Entering Unmasked Estep 
Score: -12814393.000000 Penalty: 5674.490723
	Iteration 75Q: 3 clusters Score -1.281439e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 80366 members 
Entering Unmasked Estep 
Score: -12814410.000000 Penalty: 5674.490723
	Iteration 76Q: 3 clusters Score -1.281441e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 80589 members 
Entering Unmasked Estep 
Score: -12814412.000000 Penalty: 5674.490723
	Iteration 77Q: 3 clusters Score -1.281441e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 80797 members 
Entering Unmasked Estep 
Score: -12814432.000000 Penalty: 5674.490723
	Iteration 78Q: 3 clusters Score -1.281443e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 81007 members 
Entering Unmasked Estep 
Score: -12814462.000000 Penalty: 5674.490723
	Iteration 79Q: 3 clusters Score -1.281446e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -12814529.000000 Penalty: 5674.490723
	Iteration 80F: 3 clusters Score -1.281453e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 81393 members 
Entering Unmasked Estep 
Score: -12814551.000000 Penalty: 5674.490723
	Iteration 81Q: 3 clusters Score -1.281455e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -12814615.000000 Penalty: 5674.490723
	Iteration 82Q: 3 clusters Score -1.281462e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 81716 members 
Entering Unmasked Estep 
Score: -12814627.000000 Penalty: 5674.490723
	Iteration 83Q: 3 clusters Score -1.281463e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 81864 members 
Entering Unmasked Estep 
Score: -12814669.000000 Penalty: 5674.490723
	Iteration 84Q: 3 clusters Score -1.281467e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 82020 members 
Entering Unmasked Estep 
Score: -12814669.000000 Penalty: 5674.490723
	Iteration 85Q: 3 clusters Score -1.281467e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 82167 members 
Entering Unmasked Estep 
Score: -12814679.000000 Penalty: 5674.490723
	Iteration 86Q: 3 clusters Score -1.281468e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 82302 members 
Entering Unmasked Estep 
Score: -12814690.000000 Penalty: 5674.490723
	Iteration 87Q: 3 clusters Score -1.281469e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 82408 members 
Entering Unmasked Estep 
Score: -12814689.000000 Penalty: 5674.490723
	Iteration 88Q: 3 clusters Score -1.281469e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -12814712.000000 Penalty: 5674.490723
	Iteration 89Q: 3 clusters Score -1.281471e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 82643 members 
Entering Unmasked Estep 
Score: -12814737.000000 Penalty: 5674.490723
	Iteration 90Q: 3 clusters Score -1.281474e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -12814722.000000 Penalty: 5674.490723
	Iteration 91Q: 3 clusters Score -1.281472e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 82914 members 
Entering Unmasked Estep 
Score: -12814732.000000 Penalty: 5674.490723
	Iteration 92Q: 3 clusters Score -1.281473e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 83061 members 
Entering Unmasked Estep 
Score: -12814725.000000 Penalty: 5674.490723
	Iteration 93Q: 3 clusters Score -1.281472e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 83235 members 
Entering Unmasked Estep 
Score: -12814770.000000 Penalty: 5674.490723
	Iteration 94Q: 3 clusters Score -1.281477e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 83413 members 
Entering Unmasked Estep 
Score: -12814771.000000 Penalty: 5674.490723
	Iteration 95Q: 3 clusters Score -1.281477e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -12814787.000000 Penalty: 5674.490723
	Iteration 96Q: 3 clusters Score -1.281479e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -12814788.000000 Penalty: 5674.490723
	Iteration 97Q: 3 clusters Score -1.281479e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -12814819.000000 Penalty: 5674.490723
	Iteration 98Q: 3 clusters Score -1.281482e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -12814829.000000 Penalty: 5674.490723
	Iteration 99Q: 3 clusters Score -1.281483e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 84204 members 
Entering Unmasked Estep 
Score: -12814854.000000 Penalty: 5674.490723
	Iteration 100F: 3 clusters Score -1.281485e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 84357 members 
Entering Unmasked Estep 
Score: -12814898.000000 Penalty: 5674.490723
	Iteration 101Q: 3 clusters Score -1.28149e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 84520 members 
Entering Unmasked Estep 
Score: -12814918.000000 Penalty: 5674.490723
	Iteration 102Q: 3 clusters Score -1.281492e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -12814936.000000 Penalty: 5674.490723
	Iteration 103Q: 3 clusters Score -1.281494e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 84860 members 
Entering Unmasked Estep 
Score: -12814926.000000 Penalty: 5674.490723
	Iteration 104Q: 3 clusters Score -1.281493e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -12814947.000000 Penalty: 5674.490723
	Iteration 105Q: 3 clusters Score -1.281495e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 85183 members 
Entering Unmasked Estep 
Score: -12814943.000000 Penalty: 5674.490723
	Iteration 106Q: 3 clusters Score -1.281494e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 85351 members 
Entering Unmasked Estep 
Score: -12814997.000000 Penalty: 5674.490723
	Iteration 107Q: 3 clusters Score -1.2815e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 85538 members 
Entering Unmasked Estep 
Score: -12815024.000000 Penalty: 5674.490723
	Iteration 108Q: 3 clusters Score -1.281502e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -12815068.000000 Penalty: 5674.490723
	Iteration 109Q: 3 clusters Score -1.281507e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 85898 members 
Entering Unmasked Estep 
Score: -12815097.000000 Penalty: 5674.490723
	Iteration 110Q: 3 clusters Score -1.28151e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -12815143.000000 Penalty: 5674.490723
	Iteration 111Q: 3 clusters Score -1.281514e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 86224 members 
Entering Unmasked Estep 
Score: -12815154.000000 Penalty: 5674.490723
	Iteration 112Q: 3 clusters Score -1.281515e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -12815165.000000 Penalty: 5674.490723
	Iteration 113Q: 3 clusters Score -1.281516e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -12815175.000000 Penalty: 5674.490723
	Iteration 114Q: 3 clusters Score -1.281518e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 86706 members 
Entering Unmasked Estep 
Score: -12815217.000000 Penalty: 5674.490723
	Iteration 115Q: 3 clusters Score -1.281522e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 86868 members 
Entering Unmasked Estep 
Score: -12815217.000000 Penalty: 5674.490723
	Iteration 116Q: 3 clusters Score -1.281522e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 87016 members 
Entering Unmasked Estep 
Score: -12815264.000000 Penalty: 5674.490723
	Iteration 117Q: 3 clusters Score -1.281526e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 87161 members 
Entering Unmasked Estep 
Score: -12815271.000000 Penalty: 5674.490723
	Iteration 118Q: 3 clusters Score -1.281527e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 87289 members 
Entering Unmasked Estep 
Score: -12815302.000000 Penalty: 5674.490723
	Iteration 119Q: 3 clusters Score -1.28153e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 87414 members 
Entering Unmasked Estep 
Score: -12815299.000000 Penalty: 5674.490723
	Iteration 120F: 3 clusters Score -1.28153e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 87518 members 
Entering Unmasked Estep 
Score: -12815318.000000 Penalty: 5674.490723
	Iteration 121Q: 3 clusters Score -1.281532e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -12815336.000000 Penalty: 5674.490723
	Iteration 122Q: 3 clusters Score -1.281534e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 87711 members 
Entering Unmasked Estep 
Score: -12815379.000000 Penalty: 5674.490723
	Iteration 123Q: 3 clusters Score -1.281538e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 87785 members 
Entering Unmasked Estep 
Score: -12815390.000000 Penalty: 5674.490723
	Iteration 124Q: 3 clusters Score -1.281539e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 87867 members 
Entering Unmasked Estep 
Score: -12815407.000000 Penalty: 5674.490723
	Iteration 125Q: 3 clusters Score -1.281541e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 87950 members 
Entering Unmasked Estep 
Score: -12815404.000000 Penalty: 5674.490723
	Iteration 126Q: 3 clusters Score -1.28154e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -12815390.000000 Penalty: 5674.490723
	Iteration 127Q: 3 clusters Score -1.281539e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 88108 members 
Entering Unmasked Estep 
Score: -12815396.000000 Penalty: 5674.490723
	Iteration 128Q: 3 clusters Score -1.28154e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 88202 members 
Entering Unmasked Estep 
Score: -12815431.000000 Penalty: 5674.490723
	Iteration 129Q: 3 clusters Score -1.281543e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 88310 members 
Entering Unmasked Estep 
Score: -12815478.000000 Penalty: 5674.490723
	Iteration 130Q: 3 clusters Score -1.281548e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 88397 members 
Entering Unmasked Estep 
Score: -12815507.000000 Penalty: 5674.490723
	Iteration 131Q: 3 clusters Score -1.281551e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 88487 members 
Entering Unmasked Estep 
Score: -12815524.000000 Penalty: 5674.490723
	Iteration 132Q: 3 clusters Score -1.281552e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 88590 members 
Entering Unmasked Estep 
Score: -12815533.000000 Penalty: 5674.490723
	Iteration 133Q: 3 clusters Score -1.281553e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 88694 members 
Entering Unmasked Estep 
Score: -12815573.000000 Penalty: 5674.490723
	Iteration 134Q: 3 clusters Score -1.281557e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 88798 members 
Entering Unmasked Estep 
Score: -12815576.000000 Penalty: 5674.490723
	Iteration 135Q: 3 clusters Score -1.281558e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 88887 members 
Entering Unmasked Estep 
Score: -12815575.000000 Penalty: 5674.490723
	Iteration 136Q: 3 clusters Score -1.281558e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 88979 members 
Entering Unmasked Estep 
Score: -12815632.000000 Penalty: 5674.490723
	Iteration 137Q: 3 clusters Score -1.281563e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 89086 members 
Entering Unmasked Estep 
Score: -12815652.000000 Penalty: 5674.490723
	Iteration 138Q: 3 clusters Score -1.281565e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 89193 members 
Entering Unmasked Estep 
Score: -12815684.000000 Penalty: 5674.490723
	Iteration 139Q: 3 clusters Score -1.281568e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 89311 members 
Entering Unmasked Estep 
Score: -12815724.000000 Penalty: 5674.490723
	Iteration 140F: 3 clusters Score -1.281572e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -12815776.000000 Penalty: 5674.490723
	Iteration 141Q: 3 clusters Score -1.281578e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 89548 members 
Entering Unmasked Estep 
Score: -12815768.000000 Penalty: 5674.490723
	Iteration 142Q: 3 clusters Score -1.281577e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 89636 members 
Entering Unmasked Estep 
Score: -12815776.000000 Penalty: 5674.490723
	Iteration 143Q: 3 clusters Score -1.281578e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 89713 members 
Entering Unmasked Estep 
Score: -12815796.000000 Penalty: 5674.490723
	Iteration 144Q: 3 clusters Score -1.28158e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 89779 members 
Entering Unmasked Estep 
Score: -12815826.000000 Penalty: 5674.490723
	Iteration 145Q: 3 clusters Score -1.281583e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 89841 members 
Entering Unmasked Estep 
Score: -12815848.000000 Penalty: 5674.490723
	Iteration 146Q: 3 clusters Score -1.281585e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 89903 members 
Entering Unmasked Estep 
Score: -12815902.000000 Penalty: 5674.490723
	Iteration 147Q: 3 clusters Score -1.28159e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 89969 members 
Entering Unmasked Estep 
Score: -12815902.000000 Penalty: 5674.490723
	Iteration 148Q: 3 clusters Score -1.28159e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -12815934.000000 Penalty: 5674.490723
	Iteration 149Q: 3 clusters Score -1.281593e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -12815949.000000 Penalty: 5674.490723
	Iteration 150Q: 3 clusters Score -1.281595e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -12815977.000000 Penalty: 5674.490723
	Iteration 151Q: 3 clusters Score -1.281598e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 90178 members 
Entering Unmasked Estep 
Score: -12815964.000000 Penalty: 5674.490723
	Iteration 152Q: 3 clusters Score -1.281596e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 90216 members 
Entering Unmasked Estep 
Score: -12815970.000000 Penalty: 5674.490723
	Iteration 153Q: 3 clusters Score -1.281597e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 90259 members 
Entering Unmasked Estep 
Score: -12815986.000000 Penalty: 5674.490723
	Iteration 154Q: 3 clusters Score -1.281599e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 90292 members 
Entering Unmasked Estep 
Score: -12815982.000000 Penalty: 5674.490723
	Iteration 155Q: 3 clusters Score -1.281598e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 90331 members 
Entering Unmasked Estep 
Score: -12816017.000000 Penalty: 5674.490723
	Iteration 156Q: 3 clusters Score -1.281602e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -12816014.000000 Penalty: 5674.490723
	Iteration 157Q: 3 clusters Score -1.281601e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 90369 members 
Entering Unmasked Estep 
Score: -12816014.000000 Penalty: 5674.490723
	Iteration 158Q: 3 clusters Score -1.281601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 90381 members 
Entering Unmasked Estep 
Score: -12816016.000000 Penalty: 5674.490723
	Iteration 159Q: 3 clusters Score -1.281602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 90391 members 
Entering Unmasked Estep 
Score: -12816007.000000 Penalty: 5674.490723
	Iteration 160F: 3 clusters Score -1.281601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 90402 members 
Entering Unmasked Estep 
Score: -12816009.000000 Penalty: 5674.490723
	Iteration 161Q: 3 clusters Score -1.281601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 90412 members 
Entering Unmasked Estep 
Score: -12816016.000000 Penalty: 5674.490723
	Iteration 162Q: 3 clusters Score -1.281602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 90425 members 
Entering Unmasked Estep 
Score: -12816029.000000 Penalty: 5674.490723
	Iteration 163Q: 3 clusters Score -1.281603e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 90442 members 
Entering Unmasked Estep 
Score: -12816027.000000 Penalty: 5674.490723
	Iteration 164Q: 3 clusters Score -1.281603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 90452 members 
Entering Unmasked Estep 
Score: -12816012.000000 Penalty: 5674.490723
	Iteration 165Q: 3 clusters Score -1.281601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 90466 members 
Entering Unmasked Estep 
Score: -12816024.000000 Penalty: 5674.490723
	Iteration 166Q: 3 clusters Score -1.281602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 90480 members 
Entering Unmasked Estep 
Score: -12816028.000000 Penalty: 5674.490723
	Iteration 167Q: 3 clusters Score -1.281603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 90496 members 
Entering Unmasked Estep 
Score: -12816036.000000 Penalty: 5674.490723
	Iteration 168Q: 3 clusters Score -1.281604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 90507 members 
Entering Unmasked Estep 
Score: -12816036.000000 Penalty: 5674.490723
	Iteration 169Q: 3 clusters Score -1.281604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 90517 members 
Entering Unmasked Estep 
Score: -12816039.000000 Penalty: 5674.490723
	Iteration 170Q: 3 clusters Score -1.281604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 90525 members 
Entering Unmasked Estep 
Score: -12816030.000000 Penalty: 5674.490723
	Iteration 171Q: 3 clusters Score -1.281603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 90534 members 
Entering Unmasked Estep 
Score: -12816047.000000 Penalty: 5674.490723
	Iteration 172Q: 3 clusters Score -1.281605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 90545 members 
Entering Unmasked Estep 
Score: -12816048.000000 Penalty: 5674.490723
	Iteration 173Q: 3 clusters Score -1.281605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 90554 members 
Entering Unmasked Estep 
Score: -12816048.000000 Penalty: 5674.490723
	Iteration 174Q: 3 clusters Score -1.281605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 90563 members 
Entering Unmasked Estep 
Score: -12816047.000000 Penalty: 5674.490723
	Iteration 175Q: 3 clusters Score -1.281605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 90574 members 
Entering Unmasked Estep 
Score: -12816051.000000 Penalty: 5674.490723
	Iteration 176Q: 3 clusters Score -1.281605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 90580 members 
Entering Unmasked Estep 
Score: -12816049.000000 Penalty: 5674.490723
	Iteration 177Q: 3 clusters Score -1.281605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 90590 members 
Entering Unmasked Estep 
Score: -12816046.000000 Penalty: 5674.490723
	Iteration 178Q: 3 clusters Score -1.281605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 90593 members 
Entering Unmasked Estep 
Score: -12816052.000000 Penalty: 5674.490723
	Iteration 179Q: 3 clusters Score -1.281605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 90592 members 
Entering Unmasked Estep 
Score: -12816056.000000 Penalty: 5674.490723
	Iteration 180F: 3 clusters Score -1.281606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 90597 members 
Entering Unmasked Estep 
Score: -12816054.000000 Penalty: 5674.490723
	Iteration 181Q: 3 clusters Score -1.281605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -12816049.000000 Penalty: 5674.490723
	Iteration 182Q: 3 clusters Score -1.281605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 90606 members 
Entering Unmasked Estep 
Score: -12816060.000000 Penalty: 5674.490723
	Iteration 183Q: 3 clusters Score -1.281606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 90612 members 
Entering Unmasked Estep 
Score: -12816046.000000 Penalty: 5674.490723
	Iteration 184Q: 3 clusters Score -1.281605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 90623 members 
Entering Unmasked Estep 
Score: -12816052.000000 Penalty: 5674.490723
	Iteration 185Q: 3 clusters Score -1.281605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -12816059.000000 Penalty: 5674.490723
	Iteration 186Q: 3 clusters Score -1.281606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 90633 members 
Entering Unmasked Estep 
Score: -12816064.000000 Penalty: 5674.490723
	Iteration 187Q: 3 clusters Score -1.281606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 90636 members 
Entering Unmasked Estep 
Score: -12816050.000000 Penalty: 5674.490723
	Iteration 188Q: 3 clusters Score -1.281605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 90641 members 
Entering Unmasked Estep 
Score: -12816054.000000 Penalty: 5674.490723
	Iteration 189Q: 3 clusters Score -1.281605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 90646 members 
Entering Unmasked Estep 
Score: -12816052.000000 Penalty: 5674.490723
	Iteration 190Q: 3 clusters Score -1.281605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 90651 members 
Entering Unmasked Estep 
Score: -12816058.000000 Penalty: 5674.490723
	Iteration 191Q: 3 clusters Score -1.281606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -12816061.000000 Penalty: 5674.490723
	Iteration 192Q: 3 clusters Score -1.281606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -12816050.000000 Penalty: 5674.490723
	Iteration 193Q: 3 clusters Score -1.281605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 90670 members 
Entering Unmasked Estep 
Score: -12816047.000000 Penalty: 5674.490723
	Iteration 194Q: 3 clusters Score -1.281605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 90675 members 
Entering Unmasked Estep 
Score: -12816054.000000 Penalty: 5674.490723
	Iteration 195Q: 3 clusters Score -1.281605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 90677 members 
Entering Unmasked Estep 
Score: -12816047.000000 Penalty: 5674.490723
	Iteration 196Q: 3 clusters Score -1.281605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -12816047.000000 Penalty: 5674.490723
	Iteration 197Q: 3 clusters Score -1.281605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -12816049.000000 Penalty: 5674.490723
	Iteration 198Q: 3 clusters Score -1.281605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 90680 members 
Entering Unmasked Estep 
Score: -12816049.000000 Penalty: 5674.490723
	Iteration 199F: 3 clusters Score -1.281605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Entering Unmasked Estep 
Score: -4487228.500000 Penalty: 2582.695068
	Iteration 0F: 2 clusters Score -4487228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4464550.000000 Penalty: 5165.390137
	Iteration 0F: 3 clusters Score -4464550 nChanged 15085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -4473235.500000 Penalty: 5165.390137
	Iteration 1F: 3 clusters Score -4473236 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -4475909.500000 Penalty: 5165.390137
	Iteration 2F: 3 clusters Score -4475910 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -4479761.500000 Penalty: 5165.390137
	Iteration 3F: 3 clusters Score -4479762 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -4482815.000000 Penalty: 5165.390137
	Iteration 4F: 3 clusters Score -4482815 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -4485814.500000 Penalty: 5165.390137
	Iteration 5F: 3 clusters Score -4485814 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -4488480.500000 Penalty: 5165.390137
	Iteration 6F: 3 clusters Score -4488480 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -4490244.500000 Penalty: 5165.390137
	Iteration 7F: 3 clusters Score -4490244 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27671 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -4491299.500000 Penalty: 5165.390137
	Iteration 8Q: 3 clusters Score -4491300 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4492077.000000 Penalty: 5165.390137
	Iteration 9Q: 3 clusters Score -4492077 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -4492569.500000 Penalty: 5165.390137
	Iteration 10Q: 3 clusters Score -4492570 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -4492840.500000 Penalty: 5165.390137
	Iteration 11Q: 3 clusters Score -4492840 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -4492978.500000 Penalty: 5165.390137
	Iteration 12Q: 3 clusters Score -4492978 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -4493031.500000 Penalty: 5165.390137
	Iteration 13Q: 3 clusters Score -4493032 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -4493052.000000 Penalty: 5165.390137
	Iteration 14Q: 3 clusters Score -4493052 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -4493073.000000 Penalty: 5165.390137
	Iteration 15Q: 3 clusters Score -4493073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4493070.500000 Penalty: 5165.390137
	Iteration 16Q: 3 clusters Score -4493070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -4493076.500000 Penalty: 5165.390137
	Iteration 17Q: 3 clusters Score -4493076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -4493074.500000 Penalty: 5165.390137
	Iteration 18Q: 3 clusters Score -4493074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4493091.500000 Penalty: 5165.390137
	Iteration 19Q: 3 clusters Score -4493092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4493086.500000 Penalty: 5165.390137
	Iteration 20F: 3 clusters Score -4493086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4493085.500000 Penalty: 5165.390137
	Iteration 21Q: 3 clusters Score -4493086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4493085.500000 Penalty: 5165.390137
	Iteration 22F: 3 clusters Score -4493086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 54577 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 38754 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 44080 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 85959 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 12817 members 
Mstep: Class 12 contains 93014 members 
Mstep: Class 13 contains 29717 members 
Mstep: Class 14 contains 273965 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 12238 members 
Mstep: Class 17 contains 8204 members 
Mstep: Class 18 contains 28980 members 
Mstep: Class 19 contains 158574 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 21 contains 3609 members 
Entering Unmasked Estep 
Score: -122183248.000000 Penalty: 71441.781250
Splitting cluster 13 changes total score from -122166952.000000 to -122183248.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 14 (273965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273965 members 
Entering Unmasked Estep 
Score: -38281572.000000 Penalty: 3105.147461
	Iteration 0F: 2 clusters Score -3.828157e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136843 members 
Mstep: Class 2 contains 137122 members 
Entering Unmasked Estep 
Score: -38124676.000000 Penalty: 6210.294922
	Iteration 0F: 3 clusters Score -3.812468e+07 nChanged 132888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135983 members 
Mstep: Class 2 contains 137982 members 
Entering Unmasked Estep 
Score: -38203488.000000 Penalty: 6210.294922
	Iteration 1F: 3 clusters Score -3.820349e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135680 members 
Mstep: Class 2 contains 138285 members 
Entering Unmasked Estep 
Score: -38205184.000000 Penalty: 6210.294922
	Iteration 2Q: 3 clusters Score -3.820518e+07 nChanged 8800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135126 members 
Mstep: Class 2 contains 138839 members 
Entering Unmasked Estep 
Score: -38207340.000000 Penalty: 6210.294922
	Iteration 3Q: 3 clusters Score -3.820734e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134177 members 
Mstep: Class 2 contains 139788 members 
Entering Unmasked Estep 
Score: -38210740.000000 Penalty: 6210.294922
	Iteration 4Q: 3 clusters Score -3.821074e+07 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132563 members 
Mstep: Class 2 contains 141402 members 
Entering Unmasked Estep 
Score: -38215852.000000 Penalty: 6210.294922
	Iteration 5Q: 3 clusters Score -3.821585e+07 nChanged 14012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129963 members 
Mstep: Class 2 contains 144002 members 
Entering Unmasked Estep 
Score: -38222488.000000 Penalty: 6210.294922
	Iteration 6F: 3 clusters Score -3.822249e+07 nChanged 15205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126036 members 
Mstep: Class 2 contains 147929 members 
Entering Unmasked Estep 
Score: -38230808.000000 Penalty: 6210.294922
	Iteration 7F: 3 clusters Score -3.823081e+07 nChanged 15227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120971 members 
Mstep: Class 2 contains 152994 members 
Entering Unmasked Estep 
Score: -38238424.000000 Penalty: 6210.294922
	Iteration 8F: 3 clusters Score -3.823842e+07 nChanged 14169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115018 members 
Mstep: Class 2 contains 158947 members 
Entering Unmasked Estep 
Score: -38245004.000000 Penalty: 6210.294922
	Iteration 9F: 3 clusters Score -3.8245e+07 nChanged 12378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 165447 members 
Entering Unmasked Estep 
Score: -38250052.000000 Penalty: 6210.294922
	Iteration 10Q: 3 clusters Score -3.825005e+07 nChanged 10914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101606 members 
Mstep: Class 2 contains 172359 members 
Entering Unmasked Estep 
Score: -38254060.000000 Penalty: 6210.294922
	Iteration 11Q: 3 clusters Score -3.825406e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94308 members 
Mstep: Class 2 contains 179657 members 
Entering Unmasked Estep 
Score: -38257956.000000 Penalty: 6210.294922
	Iteration 12Q: 3 clusters Score -3.825796e+07 nChanged 9160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86752 members 
Mstep: Class 2 contains 187213 members 
Entering Unmasked Estep 
Score: -38261248.000000 Penalty: 6210.294922
	Iteration 13Q: 3 clusters Score -3.826125e+07 nChanged 8582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 194851 members 
Entering Unmasked Estep 
Score: -38264392.000000 Penalty: 6210.294922
	Iteration 14Q: 3 clusters Score -3.826439e+07 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Mstep: Class 2 contains 202670 members 
Entering Unmasked Estep 
Score: -38267224.000000 Penalty: 6210.294922
	Iteration 15Q: 3 clusters Score -3.826722e+07 nChanged 7970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63479 members 
Mstep: Class 2 contains 210486 members 
Entering Unmasked Estep 
Score: -38270248.000000 Penalty: 6210.294922
	Iteration 16Q: 3 clusters Score -3.827025e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 218257 members 
Entering Unmasked Estep 
Score: -38272976.000000 Penalty: 6210.294922
	Iteration 17Q: 3 clusters Score -3.827298e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47847 members 
Mstep: Class 2 contains 226118 members 
Entering Unmasked Estep 
Score: -38275760.000000 Penalty: 6210.294922
	Iteration 18Q: 3 clusters Score -3.827576e+07 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 233813 members 
Entering Unmasked Estep 
Score: -38277588.000000 Penalty: 6210.294922
	Iteration 19Q: 3 clusters Score -3.827759e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 240567 members 
Entering Unmasked Estep 
Score: -38279756.000000 Penalty: 6210.294922
	Iteration 20F: 3 clusters Score -3.827976e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 246333 members 
Entering Unmasked Estep 
Score: -38280732.000000 Penalty: 6210.294922
	Iteration 21Q: 3 clusters Score -3.828073e+07 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 251051 members 
Entering Unmasked Estep 
Score: -38280936.000000 Penalty: 6210.294922
	Iteration 22Q: 3 clusters Score -3.828094e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 254937 members 
Entering Unmasked Estep 
Score: -38280416.000000 Penalty: 6210.294922
	Iteration 23Q: 3 clusters Score -3.828042e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 258129 members 
Entering Unmasked Estep 
Score: -38280276.000000 Penalty: 6210.294922
	Iteration 24Q: 3 clusters Score -3.828028e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 260709 members 
Entering Unmasked Estep 
Score: -38280572.000000 Penalty: 6210.294922
	Iteration 25Q: 3 clusters Score -3.828057e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 262856 members 
Entering Unmasked Estep 
Score: -38280572.000000 Penalty: 6210.294922
	Iteration 26Q: 3 clusters Score -3.828057e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 264612 members 
Entering Unmasked Estep 
Score: -38280376.000000 Penalty: 6210.294922
	Iteration 27Q: 3 clusters Score -3.828038e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 266042 members 
Entering Unmasked Estep 
Score: -38280324.000000 Penalty: 6210.294922
	Iteration 28Q: 3 clusters Score -3.828032e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 267166 members 
Entering Unmasked Estep 
Score: -38280380.000000 Penalty: 6210.294922
	Iteration 29Q: 3 clusters Score -3.828038e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 268056 members 
Entering Unmasked Estep 
Score: -38280120.000000 Penalty: 6210.294922
	Iteration 30Q: 3 clusters Score -3.828012e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 268743 members 
Entering Unmasked Estep 
Score: -38280140.000000 Penalty: 6210.294922
	Iteration 31Q: 3 clusters Score -3.828014e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 269290 members 
Entering Unmasked Estep 
Score: -38280112.000000 Penalty: 6210.294922
	Iteration 32Q: 3 clusters Score -3.828011e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 269685 members 
Entering Unmasked Estep 
Score: -38280032.000000 Penalty: 6210.294922
	Iteration 33Q: 3 clusters Score -3.828003e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 269999 members 
Entering Unmasked Estep 
Score: -38279984.000000 Penalty: 6210.294922
	Iteration 34Q: 3 clusters Score -3.827998e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 270284 members 
Entering Unmasked Estep 
Score: -38279960.000000 Penalty: 6210.294922
	Iteration 35Q: 3 clusters Score -3.827996e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 270500 members 
Entering Unmasked Estep 
Score: -38279920.000000 Penalty: 6210.294922
	Iteration 36Q: 3 clusters Score -3.827992e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 270682 members 
Entering Unmasked Estep 
Score: -38280004.000000 Penalty: 6210.294922
	Iteration 37Q: 3 clusters Score -3.828e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 270826 members 
Entering Unmasked Estep 
Score: -38279916.000000 Penalty: 6210.294922
	Iteration 38Q: 3 clusters Score -3.827992e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 270934 members 
Entering Unmasked Estep 
Score: -38279968.000000 Penalty: 6210.294922
	Iteration 39Q: 3 clusters Score -3.827997e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 271025 members 
Entering Unmasked Estep 
Score: -38279968.000000 Penalty: 6210.294922
	Iteration 40F: 3 clusters Score -3.827997e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 271106 members 
Entering Unmasked Estep 
Score: -38279952.000000 Penalty: 6210.294922
	Iteration 41Q: 3 clusters Score -3.827995e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 271190 members 
Entering Unmasked Estep 
Score: -38279920.000000 Penalty: 6210.294922
	Iteration 42Q: 3 clusters Score -3.827992e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 271268 members 
Entering Unmasked Estep 
Score: -38279972.000000 Penalty: 6210.294922
	Iteration 43Q: 3 clusters Score -3.827997e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 271338 members 
Entering Unmasked Estep 
Score: -38279892.000000 Penalty: 6210.294922
	Iteration 44Q: 3 clusters Score -3.827989e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 271396 members 
Entering Unmasked Estep 
Score: -38279944.000000 Penalty: 6210.294922
	Iteration 45Q: 3 clusters Score -3.827994e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 271427 members 
Entering Unmasked Estep 
Score: -38279960.000000 Penalty: 6210.294922
	Iteration 46Q: 3 clusters Score -3.827996e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 271471 members 
Entering Unmasked Estep 
Score: -38279940.000000 Penalty: 6210.294922
	Iteration 47Q: 3 clusters Score -3.827994e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 271511 members 
Entering Unmasked Estep 
Score: -38279984.000000 Penalty: 6210.294922
	Iteration 48Q: 3 clusters Score -3.827998e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 271549 members 
Entering Unmasked Estep 
Score: -38280000.000000 Penalty: 6210.294922
	Iteration 49Q: 3 clusters Score -3.828e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 271586 members 
Entering Unmasked Estep 
Score: -38280000.000000 Penalty: 6210.294922
	Iteration 50Q: 3 clusters Score -3.828e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 271622 members 
Entering Unmasked Estep 
Score: -38280016.000000 Penalty: 6210.294922
	Iteration 51Q: 3 clusters Score -3.828002e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 271656 members 
Entering Unmasked Estep 
Score: -38280044.000000 Penalty: 6210.294922
	Iteration 52Q: 3 clusters Score -3.828004e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 271684 members 
Entering Unmasked Estep 
Score: -38280040.000000 Penalty: 6210.294922
	Iteration 53Q: 3 clusters Score -3.828004e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 271708 members 
Entering Unmasked Estep 
Score: -38280080.000000 Penalty: 6210.294922
	Iteration 54Q: 3 clusters Score -3.828008e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 271728 members 
Entering Unmasked Estep 
Score: -38280076.000000 Penalty: 6210.294922
	Iteration 55Q: 3 clusters Score -3.828008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 271746 members 
Entering Unmasked Estep 
Score: -38280068.000000 Penalty: 6210.294922
	Iteration 56Q: 3 clusters Score -3.828007e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 271762 members 
Entering Unmasked Estep 
Score: -38280104.000000 Penalty: 6210.294922
	Iteration 57Q: 3 clusters Score -3.82801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 271768 members 
Entering Unmasked Estep 
Score: -38280136.000000 Penalty: 6210.294922
	Iteration 58Q: 3 clusters Score -3.828014e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 271776 members 
Entering Unmasked Estep 
Score: -38280116.000000 Penalty: 6210.294922
	Iteration 59Q: 3 clusters Score -3.828012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 271788 members 
Entering Unmasked Estep 
Score: -38280084.000000 Penalty: 6210.294922
	Iteration 60F: 3 clusters Score -3.828008e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 271806 members 
Entering Unmasked Estep 
Score: -38280112.000000 Penalty: 6210.294922
	Iteration 61Q: 3 clusters Score -3.828011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 271813 members 
Entering Unmasked Estep 
Score: -38280084.000000 Penalty: 6210.294922
	Iteration 62Q: 3 clusters Score -3.828008e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 271823 members 
Entering Unmasked Estep 
Score: -38280072.000000 Penalty: 6210.294922
	Iteration 63Q: 3 clusters Score -3.828007e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 271829 members 
Entering Unmasked Estep 
Score: -38280060.000000 Penalty: 6210.294922
	Iteration 64Q: 3 clusters Score -3.828006e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 271840 members 
Entering Unmasked Estep 
Score: -38280084.000000 Penalty: 6210.294922
	Iteration 65Q: 3 clusters Score -3.828008e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 271848 members 
Entering Unmasked Estep 
Score: -38280096.000000 Penalty: 6210.294922
	Iteration 66Q: 3 clusters Score -3.82801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 271854 members 
Entering Unmasked Estep 
Score: -38280048.000000 Penalty: 6210.294922
	Iteration 67Q: 3 clusters Score -3.828005e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 271856 members 
Entering Unmasked Estep 
Score: -38280064.000000 Penalty: 6210.294922
	Iteration 68Q: 3 clusters Score -3.828006e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 271863 members 
Entering Unmasked Estep 
Score: -38280076.000000 Penalty: 6210.294922
	Iteration 69Q: 3 clusters Score -3.828008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 271870 members 
Entering Unmasked Estep 
Score: -38280104.000000 Penalty: 6210.294922
	Iteration 70Q: 3 clusters Score -3.82801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 271876 members 
Entering Unmasked Estep 
Score: -38280084.000000 Penalty: 6210.294922
	Iteration 71Q: 3 clusters Score -3.828008e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 271880 members 
Entering Unmasked Estep 
Score: -38280072.000000 Penalty: 6210.294922
	Iteration 72Q: 3 clusters Score -3.828007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 271884 members 
Entering Unmasked Estep 
Score: -38280076.000000 Penalty: 6210.294922
	Iteration 73Q: 3 clusters Score -3.828008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 271890 members 
Entering Unmasked Estep 
Score: -38280060.000000 Penalty: 6210.294922
	Iteration 74Q: 3 clusters Score -3.828006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 271891 members 
Entering Unmasked Estep 
Score: -38280072.000000 Penalty: 6210.294922
	Iteration 75Q: 3 clusters Score -3.828007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 271894 members 
Entering Unmasked Estep 
Score: -38280076.000000 Penalty: 6210.294922
	Iteration 76Q: 3 clusters Score -3.828008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 271898 members 
Entering Unmasked Estep 
Score: -38280088.000000 Penalty: 6210.294922
	Iteration 77Q: 3 clusters Score -3.828009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 271902 members 
Entering Unmasked Estep 
Score: -38280088.000000 Penalty: 6210.294922
	Iteration 78Q: 3 clusters Score -3.828009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 271907 members 
Entering Unmasked Estep 
Score: -38280084.000000 Penalty: 6210.294922
	Iteration 79Q: 3 clusters Score -3.828008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 271914 members 
Entering Unmasked Estep 
Score: -38280076.000000 Penalty: 6210.294922
	Iteration 80F: 3 clusters Score -3.828008e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 271918 members 
Entering Unmasked Estep 
Score: -38280060.000000 Penalty: 6210.294922
	Iteration 81Q: 3 clusters Score -3.828006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 271918 members 
Entering Unmasked Estep 
Score: -38280088.000000 Penalty: 6210.294922
	Iteration 82Q: 3 clusters Score -3.828009e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 271922 members 
Entering Unmasked Estep 
Score: -38280068.000000 Penalty: 6210.294922
	Iteration 83Q: 3 clusters Score -3.828007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 271924 members 
Entering Unmasked Estep 
Score: -38280056.000000 Penalty: 6210.294922
	Iteration 84Q: 3 clusters Score -3.828006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 271927 members 
Entering Unmasked Estep 
Score: -38280096.000000 Penalty: 6210.294922
	Iteration 85Q: 3 clusters Score -3.82801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 271926 members 
Entering Unmasked Estep 
Score: -38280080.000000 Penalty: 6210.294922
	Iteration 86Q: 3 clusters Score -3.828008e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 271926 members 
Entering Unmasked Estep 
Score: -38280080.000000 Penalty: 6210.294922
	Iteration 87F: 3 clusters Score -3.828008e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Entering Unmasked Estep 
Score: -160616.093750 Penalty: 1763.047363
	Iteration 0F: 2 clusters Score -160616.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158758.046875 Penalty: 3526.094727
	Iteration 0F: 3 clusters Score -158758 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -160129.562500 Penalty: 3526.094727
	Iteration 1F: 3 clusters Score -160129.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -160862.781250 Penalty: 3526.094727
	Iteration 2F: 3 clusters Score -160862.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -161140.328125 Penalty: 3526.094727
	Iteration 3F: 3 clusters Score -161140.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -161309.546875 Penalty: 3526.094727
	Iteration 4Q: 3 clusters Score -161309.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -161485.187500 Penalty: 3526.094727
	Iteration 5Q: 3 clusters Score -161485.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -161624.171875 Penalty: 3526.094727
	Iteration 6Q: 3 clusters Score -161624.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -161770.109375 Penalty: 3526.094727
	Iteration 7Q: 3 clusters Score -161770.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -161859.546875 Penalty: 3526.094727
	Iteration 8Q: 3 clusters Score -161859.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -161935.593750 Penalty: 3526.094727
	Iteration 9Q: 3 clusters Score -161935.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -161998.687500 Penalty: 3526.094727
	Iteration 10Q: 3 clusters Score -161998.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -162030.203125 Penalty: 3526.094727
	Iteration 11Q: 3 clusters Score -162030.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -162036.984375 Penalty: 3526.094727
	Iteration 12Q: 3 clusters Score -162037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -162038.562500 Penalty: 3526.094727
	Iteration 13Q: 3 clusters Score -162038.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -162038.562500 Penalty: 3526.094727
	Iteration 14F: 3 clusters Score -162038.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 54577 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 38754 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 44080 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 85959 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 12817 members 
Mstep: Class 12 contains 93014 members 
Mstep: Class 13 contains 29717 members 
Mstep: Class 14 contains 273965 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 12238 members 
Mstep: Class 17 contains 8204 members 
Mstep: Class 18 contains 28980 members 
Mstep: Class 19 contains 158574 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 21 contains 3609 members 
Mstep: Class 22 contains 483 members 
Entering Unmasked Estep 
Score: -122183320.000000 Penalty: 74843.773438
Splitting cluster 15 changes total score from -122166952.000000 to -122183320.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 16 (12238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Entering Unmasked Estep 
Score: -1615408.750000 Penalty: 2334.250732
	Iteration 0F: 2 clusters Score -1615409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1606349.000000 Penalty: 4668.501465
	Iteration 0F: 3 clusters Score -1606349 nChanged 5126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1608948.250000 Penalty: 4668.501465
	Iteration 1F: 3 clusters Score -1608948 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1609238.625000 Penalty: 4668.501465
	Iteration 2F: 3 clusters Score -1609239 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1609485.375000 Penalty: 4668.501465
	Iteration 3Q: 3 clusters Score -1609485 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1609684.500000 Penalty: 4668.501465
	Iteration 4Q: 3 clusters Score -1609684 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1609832.000000 Penalty: 4668.501465
	Iteration 5Q: 3 clusters Score -1609832 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1609968.875000 Penalty: 4668.501465
	Iteration 6Q: 3 clusters Score -1609969 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1610109.000000 Penalty: 4668.501465
	Iteration 7Q: 3 clusters Score -1610109 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1610268.750000 Penalty: 4668.501465
	Iteration 8Q: 3 clusters Score -1610269 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1610447.625000 Penalty: 4668.501465
	Iteration 9Q: 3 clusters Score -1610448 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1610630.375000 Penalty: 4668.501465
	Iteration 10Q: 3 clusters Score -1610630 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1610812.375000 Penalty: 4668.501465
	Iteration 11Q: 3 clusters Score -1610812 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1610985.750000 Penalty: 4668.501465
	Iteration 12Q: 3 clusters Score -1610986 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1611185.875000 Penalty: 4668.501465
	Iteration 13Q: 3 clusters Score -1611186 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1611427.125000 Penalty: 4668.501465
	Iteration 14Q: 3 clusters Score -1611427 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1611687.125000 Penalty: 4668.501465
	Iteration 15Q: 3 clusters Score -1611687 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1611923.500000 Penalty: 4668.501465
	Iteration 16Q: 3 clusters Score -1611924 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1612105.875000 Penalty: 4668.501465
	Iteration 17Q: 3 clusters Score -1612106 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1612266.125000 Penalty: 4668.501465
	Iteration 18Q: 3 clusters Score -1612266 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1612384.875000 Penalty: 4668.501465
	Iteration 19Q: 3 clusters Score -1612385 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1612472.625000 Penalty: 4668.501465
	Iteration 20F: 3 clusters Score -1612473 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1612538.500000 Penalty: 4668.501465
	Iteration 21Q: 3 clusters Score -1612538 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1612589.000000 Penalty: 4668.501465
	Iteration 22Q: 3 clusters Score -1612589 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1612643.375000 Penalty: 4668.501465
	Iteration 23Q: 3 clusters Score -1612643 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1612695.375000 Penalty: 4668.501465
	Iteration 24Q: 3 clusters Score -1612695 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1612751.875000 Penalty: 4668.501465
	Iteration 25Q: 3 clusters Score -1612752 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1612828.500000 Penalty: 4668.501465
	Iteration 26Q: 3 clusters Score -1612828 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1612897.750000 Penalty: 4668.501465
	Iteration 27Q: 3 clusters Score -1612898 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -1612942.875000 Penalty: 4668.501465
	Iteration 28Q: 3 clusters Score -1612943 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1612988.125000 Penalty: 4668.501465
	Iteration 29Q: 3 clusters Score -1612988 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1613029.375000 Penalty: 4668.501465
	Iteration 30Q: 3 clusters Score -1613029 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1613052.000000 Penalty: 4668.501465
	Iteration 31Q: 3 clusters Score -1613052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1613077.750000 Penalty: 4668.501465
	Iteration 32Q: 3 clusters Score -1613078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1613103.000000 Penalty: 4668.501465
	Iteration 33Q: 3 clusters Score -1613103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1613125.000000 Penalty: 4668.501465
	Iteration 34Q: 3 clusters Score -1613125 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1613148.750000 Penalty: 4668.501465
	Iteration 35Q: 3 clusters Score -1613149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1613166.375000 Penalty: 4668.501465
	Iteration 36Q: 3 clusters Score -1613166 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1613188.875000 Penalty: 4668.501465
	Iteration 37Q: 3 clusters Score -1613189 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1613215.125000 Penalty: 4668.501465
	Iteration 38Q: 3 clusters Score -1613215 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1613241.125000 Penalty: 4668.501465
	Iteration 39Q: 3 clusters Score -1613241 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1613269.375000 Penalty: 4668.501465
	Iteration 40F: 3 clusters Score -1613269 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1613294.625000 Penalty: 4668.501465
	Iteration 41Q: 3 clusters Score -1613295 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1613314.125000 Penalty: 4668.501465
	Iteration 42Q: 3 clusters Score -1613314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1613338.500000 Penalty: 4668.501465
	Iteration 43Q: 3 clusters Score -1613338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1613359.875000 Penalty: 4668.501465
	Iteration 44Q: 3 clusters Score -1613360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1613379.125000 Penalty: 4668.501465
	Iteration 45Q: 3 clusters Score -1613379 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1613393.250000 Penalty: 4668.501465
	Iteration 46Q: 3 clusters Score -1613393 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1613412.250000 Penalty: 4668.501465
	Iteration 47Q: 3 clusters Score -1613412 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1613429.000000 Penalty: 4668.501465
	Iteration 48Q: 3 clusters Score -1613429 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1613442.250000 Penalty: 4668.501465
	Iteration 49Q: 3 clusters Score -1613442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1613458.125000 Penalty: 4668.501465
	Iteration 50Q: 3 clusters Score -1613458 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1613465.875000 Penalty: 4668.501465
	Iteration 51Q: 3 clusters Score -1613466 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1613474.625000 Penalty: 4668.501465
	Iteration 52Q: 3 clusters Score -1613475 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1613492.000000 Penalty: 4668.501465
	Iteration 53Q: 3 clusters Score -1613492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1613502.375000 Penalty: 4668.501465
	Iteration 54Q: 3 clusters Score -1613502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1613512.625000 Penalty: 4668.501465
	Iteration 55Q: 3 clusters Score -1613513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1613522.500000 Penalty: 4668.501465
	Iteration 56Q: 3 clusters Score -1613522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1613527.375000 Penalty: 4668.501465
	Iteration 57Q: 3 clusters Score -1613527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1613530.625000 Penalty: 4668.501465
	Iteration 58Q: 3 clusters Score -1613531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1613533.000000 Penalty: 4668.501465
	Iteration 59Q: 3 clusters Score -1613533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1613534.000000 Penalty: 4668.501465
	Iteration 60F: 3 clusters Score -1613534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1613536.000000 Penalty: 4668.501465
	Iteration 61Q: 3 clusters Score -1613536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1613539.125000 Penalty: 4668.501465
	Iteration 62Q: 3 clusters Score -1613539 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1613546.500000 Penalty: 4668.501465
	Iteration 63Q: 3 clusters Score -1613546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1613553.625000 Penalty: 4668.501465
	Iteration 64Q: 3 clusters Score -1613554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1613563.500000 Penalty: 4668.501465
	Iteration 65Q: 3 clusters Score -1613564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1613567.625000 Penalty: 4668.501465
	Iteration 66Q: 3 clusters Score -1613568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1613575.125000 Penalty: 4668.501465
	Iteration 67Q: 3 clusters Score -1613575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1613578.250000 Penalty: 4668.501465
	Iteration 68Q: 3 clusters Score -1613578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1613583.000000 Penalty: 4668.501465
	Iteration 69Q: 3 clusters Score -1613583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1613589.750000 Penalty: 4668.501465
	Iteration 70Q: 3 clusters Score -1613590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1613595.250000 Penalty: 4668.501465
	Iteration 71Q: 3 clusters Score -1613595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1613600.750000 Penalty: 4668.501465
	Iteration 72Q: 3 clusters Score -1613601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1613605.250000 Penalty: 4668.501465
	Iteration 73Q: 3 clusters Score -1613605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1613607.375000 Penalty: 4668.501465
	Iteration 74Q: 3 clusters Score -1613607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1613612.750000 Penalty: 4668.501465
	Iteration 75Q: 3 clusters Score -1613613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1613615.750000 Penalty: 4668.501465
	Iteration 76Q: 3 clusters Score -1613616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1613622.125000 Penalty: 4668.501465
	Iteration 77Q: 3 clusters Score -1613622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1613623.000000 Penalty: 4668.501465
	Iteration 78Q: 3 clusters Score -1613623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1613624.875000 Penalty: 4668.501465
	Iteration 79Q: 3 clusters Score -1613625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1613628.000000 Penalty: 4668.501465
	Iteration 80F: 3 clusters Score -1613628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1613632.750000 Penalty: 4668.501465
	Iteration 81Q: 3 clusters Score -1613633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1613635.750000 Penalty: 4668.501465
	Iteration 82Q: 3 clusters Score -1613636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1613635.750000 Penalty: 4668.501465
	Iteration 83F: 3 clusters Score -1613636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Entering Unmasked Estep 
Score: -3629239.750000 Penalty: 2548.041748
	Iteration 0F: 2 clusters Score -3629240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -3609178.000000 Penalty: 5096.083496
	Iteration 0F: 3 clusters Score -3609178 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3616664.000000 Penalty: 5096.083496
	Iteration 1F: 3 clusters Score -3616664 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -3617598.250000 Penalty: 5096.083496
	Iteration 2F: 3 clusters Score -3617598 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3618813.000000 Penalty: 5096.083496
	Iteration 3F: 3 clusters Score -3618813 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -3620332.000000 Penalty: 5096.083496
	Iteration 4F: 3 clusters Score -3620332 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -3622042.750000 Penalty: 5096.083496
	Iteration 5F: 3 clusters Score -3622043 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3623717.500000 Penalty: 5096.083496
	Iteration 6F: 3 clusters Score -3623718 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3625098.500000 Penalty: 5096.083496
	Iteration 7F: 3 clusters Score -3625098 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -3626093.000000 Penalty: 5096.083496
	Iteration 8F: 3 clusters Score -3626093 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -3626774.750000 Penalty: 5096.083496
	Iteration 9Q: 3 clusters Score -3626775 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3627198.000000 Penalty: 5096.083496
	Iteration 10Q: 3 clusters Score -3627198 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3627501.500000 Penalty: 5096.083496
	Iteration 11Q: 3 clusters Score -3627502 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -3627697.250000 Penalty: 5096.083496
	Iteration 12Q: 3 clusters Score -3627697 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3627864.500000 Penalty: 5096.083496
	Iteration 13Q: 3 clusters Score -3627864 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -3628037.500000 Penalty: 5096.083496
	Iteration 14Q: 3 clusters Score -3628038 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3628174.250000 Penalty: 5096.083496
	Iteration 15Q: 3 clusters Score -3628174 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3628286.500000 Penalty: 5096.083496
	Iteration 16Q: 3 clusters Score -3628286 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -3628398.000000 Penalty: 5096.083496
	Iteration 17Q: 3 clusters Score -3628398 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -3628502.250000 Penalty: 5096.083496
	Iteration 18Q: 3 clusters Score -3628502 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17478 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3628592.500000 Penalty: 5096.083496
	Iteration 19Q: 3 clusters Score -3628592 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3628696.500000 Penalty: 5096.083496
	Iteration 20F: 3 clusters Score -3628696 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -3628788.250000 Penalty: 5096.083496
	Iteration 21Q: 3 clusters Score -3628788 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3628863.250000 Penalty: 5096.083496
	Iteration 22Q: 3 clusters Score -3628863 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -3628927.250000 Penalty: 5096.083496
	Iteration 23Q: 3 clusters Score -3628927 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -3629014.500000 Penalty: 5096.083496
	Iteration 24Q: 3 clusters Score -3629014 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -3629065.750000 Penalty: 5096.083496
	Iteration 25Q: 3 clusters Score -3629066 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -3629123.750000 Penalty: 5096.083496
	Iteration 26Q: 3 clusters Score -3629124 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -3629153.250000 Penalty: 5096.083496
	Iteration 27Q: 3 clusters Score -3629153 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -3629189.250000 Penalty: 5096.083496
	Iteration 28Q: 3 clusters Score -3629189 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19991 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -3629244.750000 Penalty: 5096.083496
	Iteration 29Q: 3 clusters Score -3629245 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3629264.750000 Penalty: 5096.083496
	Iteration 30Q: 3 clusters Score -3629265 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3629289.750000 Penalty: 5096.083496
	Iteration 31Q: 3 clusters Score -3629290 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -3629315.250000 Penalty: 5096.083496
	Iteration 32Q: 3 clusters Score -3629315 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3629333.500000 Penalty: 5096.083496
	Iteration 33Q: 3 clusters Score -3629334 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -3629367.500000 Penalty: 5096.083496
	Iteration 34Q: 3 clusters Score -3629368 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -3629399.250000 Penalty: 5096.083496
	Iteration 35Q: 3 clusters Score -3629399 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -3629414.750000 Penalty: 5096.083496
	Iteration 36Q: 3 clusters Score -3629415 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -3629441.500000 Penalty: 5096.083496
	Iteration 37Q: 3 clusters Score -3629442 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3629453.500000 Penalty: 5096.083496
	Iteration 38Q: 3 clusters Score -3629454 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3629480.250000 Penalty: 5096.083496
	Iteration 39Q: 3 clusters Score -3629480 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -3629499.750000 Penalty: 5096.083496
	Iteration 40F: 3 clusters Score -3629500 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -3629527.750000 Penalty: 5096.083496
	Iteration 41Q: 3 clusters Score -3629528 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3629539.750000 Penalty: 5096.083496
	Iteration 42Q: 3 clusters Score -3629540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3629552.750000 Penalty: 5096.083496
	Iteration 43Q: 3 clusters Score -3629553 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3629561.000000 Penalty: 5096.083496
	Iteration 44Q: 3 clusters Score -3629561 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -3629584.500000 Penalty: 5096.083496
	Iteration 45Q: 3 clusters Score -3629584 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -3629586.250000 Penalty: 5096.083496
	Iteration 46Q: 3 clusters Score -3629586 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3629602.250000 Penalty: 5096.083496
	Iteration 47Q: 3 clusters Score -3629602 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -3629604.000000 Penalty: 5096.083496
	Iteration 48Q: 3 clusters Score -3629604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3629618.000000 Penalty: 5096.083496
	Iteration 49Q: 3 clusters Score -3629618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3629624.000000 Penalty: 5096.083496
	Iteration 50Q: 3 clusters Score -3629624 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -3629636.250000 Penalty: 5096.083496
	Iteration 51Q: 3 clusters Score -3629636 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -3629646.250000 Penalty: 5096.083496
	Iteration 52Q: 3 clusters Score -3629646 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -3629653.000000 Penalty: 5096.083496
	Iteration 53Q: 3 clusters Score -3629653 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -3629663.500000 Penalty: 5096.083496
	Iteration 54Q: 3 clusters Score -3629664 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -3629670.000000 Penalty: 5096.083496
	Iteration 55Q: 3 clusters Score -3629670 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -3629681.000000 Penalty: 5096.083496
	Iteration 56Q: 3 clusters Score -3629681 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -3629697.000000 Penalty: 5096.083496
	Iteration 57Q: 3 clusters Score -3629697 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -3629708.500000 Penalty: 5096.083496
	Iteration 58Q: 3 clusters Score -3629708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -3629713.750000 Penalty: 5096.083496
	Iteration 59Q: 3 clusters Score -3629714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3629736.250000 Penalty: 5096.083496
	Iteration 60F: 3 clusters Score -3629736 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3629737.750000 Penalty: 5096.083496
	Iteration 61Q: 3 clusters Score -3629738 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -3629751.000000 Penalty: 5096.083496
	Iteration 62Q: 3 clusters Score -3629751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -3629760.500000 Penalty: 5096.083496
	Iteration 63Q: 3 clusters Score -3629760 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -3629768.000000 Penalty: 5096.083496
	Iteration 64Q: 3 clusters Score -3629768 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3629785.250000 Penalty: 5096.083496
	Iteration 65Q: 3 clusters Score -3629785 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -3629795.500000 Penalty: 5096.083496
	Iteration 66Q: 3 clusters Score -3629796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3629820.000000 Penalty: 5096.083496
	Iteration 67Q: 3 clusters Score -3629820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -3629834.500000 Penalty: 5096.083496
	Iteration 68Q: 3 clusters Score -3629834 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -3629862.000000 Penalty: 5096.083496
	Iteration 69Q: 3 clusters Score -3629862 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3629885.250000 Penalty: 5096.083496
	Iteration 70Q: 3 clusters Score -3629885 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -3629909.750000 Penalty: 5096.083496
	Iteration 71Q: 3 clusters Score -3629910 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3629917.500000 Penalty: 5096.083496
	Iteration 72Q: 3 clusters Score -3629918 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3629925.500000 Penalty: 5096.083496
	Iteration 73Q: 3 clusters Score -3629926 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3629951.000000 Penalty: 5096.083496
	Iteration 74Q: 3 clusters Score -3629951 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -3629971.750000 Penalty: 5096.083496
	Iteration 75Q: 3 clusters Score -3629972 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -3629988.000000 Penalty: 5096.083496
	Iteration 76Q: 3 clusters Score -3629988 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -3630017.000000 Penalty: 5096.083496
	Iteration 77Q: 3 clusters Score -3630017 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -3630035.000000 Penalty: 5096.083496
	Iteration 78Q: 3 clusters Score -3630035 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -3630061.000000 Penalty: 5096.083496
	Iteration 79Q: 3 clusters Score -3630061 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -3630076.000000 Penalty: 5096.083496
	Iteration 80F: 3 clusters Score -3630076 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -3630088.500000 Penalty: 5096.083496
	Iteration 81Q: 3 clusters Score -3630088 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3630125.250000 Penalty: 5096.083496
	Iteration 82Q: 3 clusters Score -3630125 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -3630139.000000 Penalty: 5096.083496
	Iteration 83Q: 3 clusters Score -3630139 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -3630155.000000 Penalty: 5096.083496
	Iteration 84Q: 3 clusters Score -3630155 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -3630178.750000 Penalty: 5096.083496
	Iteration 85Q: 3 clusters Score -3630179 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3630185.750000 Penalty: 5096.083496
	Iteration 86Q: 3 clusters Score -3630186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3630188.750000 Penalty: 5096.083496
	Iteration 87Q: 3 clusters Score -3630189 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3630199.250000 Penalty: 5096.083496
	Iteration 88Q: 3 clusters Score -3630199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -3630197.750000 Penalty: 5096.083496
	Iteration 89Q: 3 clusters Score -3630198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -3630199.000000 Penalty: 5096.083496
	Iteration 90Q: 3 clusters Score -3630199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -3630203.000000 Penalty: 5096.083496
	Iteration 91Q: 3 clusters Score -3630203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3630205.500000 Penalty: 5096.083496
	Iteration 92Q: 3 clusters Score -3630206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3630217.250000 Penalty: 5096.083496
	Iteration 93Q: 3 clusters Score -3630217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3630215.500000 Penalty: 5096.083496
	Iteration 94Q: 3 clusters Score -3630216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -3630213.500000 Penalty: 5096.083496
	Iteration 95Q: 3 clusters Score -3630214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -3630215.250000 Penalty: 5096.083496
	Iteration 96Q: 3 clusters Score -3630215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3630215.250000 Penalty: 5096.083496
	Iteration 97Q: 3 clusters Score -3630215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -3630215.250000 Penalty: 5096.083496
	Iteration 98Q: 3 clusters Score -3630215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3630225.250000 Penalty: 5096.083496
	Iteration 99Q: 3 clusters Score -3630225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3630226.500000 Penalty: 5096.083496
	Iteration 100F: 3 clusters Score -3630226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3630224.250000 Penalty: 5096.083496
	Iteration 101Q: 3 clusters Score -3630224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -3630213.500000 Penalty: 5096.083496
	Iteration 102Q: 3 clusters Score -3630214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3630214.500000 Penalty: 5096.083496
	Iteration 103Q: 3 clusters Score -3630214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3630215.250000 Penalty: 5096.083496
	Iteration 104Q: 3 clusters Score -3630215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3630213.500000 Penalty: 5096.083496
	Iteration 105Q: 3 clusters Score -3630214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3630215.000000 Penalty: 5096.083496
	Iteration 106Q: 3 clusters Score -3630215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3630212.750000 Penalty: 5096.083496
	Iteration 107Q: 3 clusters Score -3630213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -3630218.250000 Penalty: 5096.083496
	Iteration 108Q: 3 clusters Score -3630218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3630216.250000 Penalty: 5096.083496
	Iteration 109Q: 3 clusters Score -3630216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3630216.250000 Penalty: 5096.083496
	Iteration 110F: 3 clusters Score -3630216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 54577 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 38754 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 44080 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 85959 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 12817 members 
Mstep: Class 12 contains 93014 members 
Mstep: Class 13 contains 29717 members 
Mstep: Class 14 contains 273965 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 12238 members 
Mstep: Class 17 contains 8204 members 
Mstep: Class 18 contains 24665 members 
Mstep: Class 19 contains 158574 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 21 contains 3609 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 4315 members 
Entering Unmasked Estep 
Score: -122183088.000000 Penalty: 78245.757812
Splitting cluster 18 changes total score from -122166952.000000 to -122183088.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 19 (158574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158574 members 
Entering Unmasked Estep 
Score: -21717002.000000 Penalty: 2969.546387
	Iteration 0F: 2 clusters Score -2.1717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79254 members 
Mstep: Class 2 contains 79320 members 
Entering Unmasked Estep 
Score: -21613882.000000 Penalty: 5939.092773
	Iteration 0F: 3 clusters Score -2.161388e+07 nChanged 75926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 81366 members 
Entering Unmasked Estep 
Score: -21658554.000000 Penalty: 5939.092773
	Iteration 1F: 3 clusters Score -2.165855e+07 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 83412 members 
Entering Unmasked Estep 
Score: -21660412.000000 Penalty: 5939.092773
	Iteration 2Q: 3 clusters Score -2.166041e+07 nChanged 7016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72134 members 
Mstep: Class 2 contains 86440 members 
Entering Unmasked Estep 
Score: -21663386.000000 Penalty: 5939.092773
	Iteration 3Q: 3 clusters Score -2.166339e+07 nChanged 8690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 90590 members 
Entering Unmasked Estep 
Score: -21668074.000000 Penalty: 5939.092773
	Iteration 4F: 3 clusters Score -2.166807e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63055 members 
Mstep: Class 2 contains 95519 members 
Entering Unmasked Estep 
Score: -21674266.000000 Penalty: 5939.092773
	Iteration 5F: 3 clusters Score -2.167427e+07 nChanged 10781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57870 members 
Mstep: Class 2 contains 100704 members 
Entering Unmasked Estep 
Score: -21680804.000000 Penalty: 5939.092773
	Iteration 6F: 3 clusters Score -2.16808e+07 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 105733 members 
Entering Unmasked Estep 
Score: -21686088.000000 Penalty: 5939.092773
	Iteration 7F: 3 clusters Score -2.168609e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 110717 members 
Entering Unmasked Estep 
Score: -21690134.000000 Penalty: 5939.092773
	Iteration 8F: 3 clusters Score -2.169013e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 115984 members 
Entering Unmasked Estep 
Score: -21693388.000000 Penalty: 5939.092773
	Iteration 9Q: 3 clusters Score -2.169339e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 121833 members 
Entering Unmasked Estep 
Score: -21696894.000000 Penalty: 5939.092773
	Iteration 10Q: 3 clusters Score -2.169689e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 128168 members 
Entering Unmasked Estep 
Score: -21700676.000000 Penalty: 5939.092773
	Iteration 11Q: 3 clusters Score -2.170068e+07 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 134575 members 
Entering Unmasked Estep 
Score: -21704188.000000 Penalty: 5939.092773
	Iteration 12Q: 3 clusters Score -2.170419e+07 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 140475 members 
Entering Unmasked Estep 
Score: -21707322.000000 Penalty: 5939.092773
	Iteration 13Q: 3 clusters Score -2.170732e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 145173 members 
Entering Unmasked Estep 
Score: -21709706.000000 Penalty: 5939.092773
	Iteration 14Q: 3 clusters Score -2.170971e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 148654 members 
Entering Unmasked Estep 
Score: -21711320.000000 Penalty: 5939.092773
	Iteration 15Q: 3 clusters Score -2.171132e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 151110 members 
Entering Unmasked Estep 
Score: -21712406.000000 Penalty: 5939.092773
	Iteration 16Q: 3 clusters Score -2.171241e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 152788 members 
Entering Unmasked Estep 
Score: -21713102.000000 Penalty: 5939.092773
	Iteration 17Q: 3 clusters Score -2.17131e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 153915 members 
Entering Unmasked Estep 
Score: -21713524.000000 Penalty: 5939.092773
	Iteration 18Q: 3 clusters Score -2.171352e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 154682 members 
Entering Unmasked Estep 
Score: -21713826.000000 Penalty: 5939.092773
	Iteration 19Q: 3 clusters Score -2.171383e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 155209 members 
Entering Unmasked Estep 
Score: -21714050.000000 Penalty: 5939.092773
	Iteration 20F: 3 clusters Score -2.171405e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 155563 members 
Entering Unmasked Estep 
Score: -21714190.000000 Penalty: 5939.092773
	Iteration 21Q: 3 clusters Score -2.171419e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 155819 members 
Entering Unmasked Estep 
Score: -21714360.000000 Penalty: 5939.092773
	Iteration 22Q: 3 clusters Score -2.171436e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 156002 members 
Entering Unmasked Estep 
Score: -21714470.000000 Penalty: 5939.092773
	Iteration 23Q: 3 clusters Score -2.171447e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 156153 members 
Entering Unmasked Estep 
Score: -21714534.000000 Penalty: 5939.092773
	Iteration 24Q: 3 clusters Score -2.171453e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 156285 members 
Entering Unmasked Estep 
Score: -21714580.000000 Penalty: 5939.092773
	Iteration 25Q: 3 clusters Score -2.171458e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 156369 members 
Entering Unmasked Estep 
Score: -21714618.000000 Penalty: 5939.092773
	Iteration 26Q: 3 clusters Score -2.171462e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 156446 members 
Entering Unmasked Estep 
Score: -21714608.000000 Penalty: 5939.092773
	Iteration 27Q: 3 clusters Score -2.171461e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 156508 members 
Entering Unmasked Estep 
Score: -21714648.000000 Penalty: 5939.092773
	Iteration 28Q: 3 clusters Score -2.171465e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 156558 members 
Entering Unmasked Estep 
Score: -21714666.000000 Penalty: 5939.092773
	Iteration 29Q: 3 clusters Score -2.171467e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 156608 members 
Entering Unmasked Estep 
Score: -21714678.000000 Penalty: 5939.092773
	Iteration 30Q: 3 clusters Score -2.171468e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 156654 members 
Entering Unmasked Estep 
Score: -21714684.000000 Penalty: 5939.092773
	Iteration 31Q: 3 clusters Score -2.171468e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 156683 members 
Entering Unmasked Estep 
Score: -21714714.000000 Penalty: 5939.092773
	Iteration 32Q: 3 clusters Score -2.171471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 156708 members 
Entering Unmasked Estep 
Score: -21714732.000000 Penalty: 5939.092773
	Iteration 33Q: 3 clusters Score -2.171473e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 156722 members 
Entering Unmasked Estep 
Score: -21714730.000000 Penalty: 5939.092773
	Iteration 34Q: 3 clusters Score -2.171473e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 156737 members 
Entering Unmasked Estep 
Score: -21714724.000000 Penalty: 5939.092773
	Iteration 35Q: 3 clusters Score -2.171472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 156753 members 
Entering Unmasked Estep 
Score: -21714746.000000 Penalty: 5939.092773
	Iteration 36Q: 3 clusters Score -2.171475e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 156765 members 
Entering Unmasked Estep 
Score: -21714742.000000 Penalty: 5939.092773
	Iteration 37Q: 3 clusters Score -2.171474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 156780 members 
Entering Unmasked Estep 
Score: -21714776.000000 Penalty: 5939.092773
	Iteration 38Q: 3 clusters Score -2.171478e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 156798 members 
Entering Unmasked Estep 
Score: -21714770.000000 Penalty: 5939.092773
	Iteration 39Q: 3 clusters Score -2.171477e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 156807 members 
Entering Unmasked Estep 
Score: -21714816.000000 Penalty: 5939.092773
	Iteration 40F: 3 clusters Score -2.171482e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 156823 members 
Entering Unmasked Estep 
Score: -21714822.000000 Penalty: 5939.092773
	Iteration 41Q: 3 clusters Score -2.171482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 156833 members 
Entering Unmasked Estep 
Score: -21714832.000000 Penalty: 5939.092773
	Iteration 42Q: 3 clusters Score -2.171483e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 156841 members 
Entering Unmasked Estep 
Score: -21714842.000000 Penalty: 5939.092773
	Iteration 43Q: 3 clusters Score -2.171484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 156855 members 
Entering Unmasked Estep 
Score: -21714860.000000 Penalty: 5939.092773
	Iteration 44Q: 3 clusters Score -2.171486e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 156876 members 
Entering Unmasked Estep 
Score: -21714866.000000 Penalty: 5939.092773
	Iteration 45Q: 3 clusters Score -2.171487e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 156903 members 
Entering Unmasked Estep 
Score: -21714882.000000 Penalty: 5939.092773
	Iteration 46Q: 3 clusters Score -2.171488e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 156916 members 
Entering Unmasked Estep 
Score: -21714884.000000 Penalty: 5939.092773
	Iteration 47Q: 3 clusters Score -2.171488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 156931 members 
Entering Unmasked Estep 
Score: -21714912.000000 Penalty: 5939.092773
	Iteration 48Q: 3 clusters Score -2.171491e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 156941 members 
Entering Unmasked Estep 
Score: -21714916.000000 Penalty: 5939.092773
	Iteration 49Q: 3 clusters Score -2.171492e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 156968 members 
Entering Unmasked Estep 
Score: -21714922.000000 Penalty: 5939.092773
	Iteration 50Q: 3 clusters Score -2.171492e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 156999 members 
Entering Unmasked Estep 
Score: -21714920.000000 Penalty: 5939.092773
	Iteration 51Q: 3 clusters Score -2.171492e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 157022 members 
Entering Unmasked Estep 
Score: -21714916.000000 Penalty: 5939.092773
	Iteration 52Q: 3 clusters Score -2.171492e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 157034 members 
Entering Unmasked Estep 
Score: -21714948.000000 Penalty: 5939.092773
	Iteration 53Q: 3 clusters Score -2.171495e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 157055 members 
Entering Unmasked Estep 
Score: -21714970.000000 Penalty: 5939.092773
	Iteration 54Q: 3 clusters Score -2.171497e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 157070 members 
Entering Unmasked Estep 
Score: -21715006.000000 Penalty: 5939.092773
	Iteration 55Q: 3 clusters Score -2.171501e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 157079 members 
Entering Unmasked Estep 
Score: -21715010.000000 Penalty: 5939.092773
	Iteration 56Q: 3 clusters Score -2.171501e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 157092 members 
Entering Unmasked Estep 
Score: -21715020.000000 Penalty: 5939.092773
	Iteration 57Q: 3 clusters Score -2.171502e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 157097 members 
Entering Unmasked Estep 
Score: -21715014.000000 Penalty: 5939.092773
	Iteration 58Q: 3 clusters Score -2.171501e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 157108 members 
Entering Unmasked Estep 
Score: -21715018.000000 Penalty: 5939.092773
	Iteration 59Q: 3 clusters Score -2.171502e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 157119 members 
Entering Unmasked Estep 
Score: -21715044.000000 Penalty: 5939.092773
	Iteration 60F: 3 clusters Score -2.171504e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 157133 members 
Entering Unmasked Estep 
Score: -21715042.000000 Penalty: 5939.092773
	Iteration 61Q: 3 clusters Score -2.171504e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 157146 members 
Entering Unmasked Estep 
Score: -21715062.000000 Penalty: 5939.092773
	Iteration 62Q: 3 clusters Score -2.171506e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 157152 members 
Entering Unmasked Estep 
Score: -21715066.000000 Penalty: 5939.092773
	Iteration 63Q: 3 clusters Score -2.171507e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 157167 members 
Entering Unmasked Estep 
Score: -21715086.000000 Penalty: 5939.092773
	Iteration 64Q: 3 clusters Score -2.171509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 157182 members 
Entering Unmasked Estep 
Score: -21715082.000000 Penalty: 5939.092773
	Iteration 65Q: 3 clusters Score -2.171508e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 157199 members 
Entering Unmasked Estep 
Score: -21715120.000000 Penalty: 5939.092773
	Iteration 66Q: 3 clusters Score -2.171512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 157206 members 
Entering Unmasked Estep 
Score: -21715142.000000 Penalty: 5939.092773
	Iteration 67Q: 3 clusters Score -2.171514e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 157217 members 
Entering Unmasked Estep 
Score: -21715144.000000 Penalty: 5939.092773
	Iteration 68Q: 3 clusters Score -2.171514e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 157234 members 
Entering Unmasked Estep 
Score: -21715154.000000 Penalty: 5939.092773
	Iteration 69Q: 3 clusters Score -2.171515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 157238 members 
Entering Unmasked Estep 
Score: -21715154.000000 Penalty: 5939.092773
	Iteration 70Q: 3 clusters Score -2.171515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 157239 members 
Entering Unmasked Estep 
Score: -21715146.000000 Penalty: 5939.092773
	Iteration 71Q: 3 clusters Score -2.171515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 157235 members 
Entering Unmasked Estep 
Score: -21715158.000000 Penalty: 5939.092773
	Iteration 72Q: 3 clusters Score -2.171516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 157230 members 
Entering Unmasked Estep 
Score: -21715156.000000 Penalty: 5939.092773
	Iteration 73Q: 3 clusters Score -2.171516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 157228 members 
Entering Unmasked Estep 
Score: -21715164.000000 Penalty: 5939.092773
	Iteration 74Q: 3 clusters Score -2.171516e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 157230 members 
Entering Unmasked Estep 
Score: -21715174.000000 Penalty: 5939.092773
	Iteration 75Q: 3 clusters Score -2.171517e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 157230 members 
Entering Unmasked Estep 
Score: -21715178.000000 Penalty: 5939.092773
	Iteration 76Q: 3 clusters Score -2.171518e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 157227 members 
Entering Unmasked Estep 
Score: -21715172.000000 Penalty: 5939.092773
	Iteration 77Q: 3 clusters Score -2.171517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 157225 members 
Entering Unmasked Estep 
Score: -21715170.000000 Penalty: 5939.092773
	Iteration 78Q: 3 clusters Score -2.171517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 157223 members 
Entering Unmasked Estep 
Score: -21715184.000000 Penalty: 5939.092773
	Iteration 79Q: 3 clusters Score -2.171518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 157222 members 
Entering Unmasked Estep 
Score: -21715170.000000 Penalty: 5939.092773
	Iteration 80F: 3 clusters Score -2.171517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 157220 members 
Entering Unmasked Estep 
Score: -21715170.000000 Penalty: 5939.092773
	Iteration 81Q: 3 clusters Score -2.171517e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 157218 members 
Entering Unmasked Estep 
Score: -21715172.000000 Penalty: 5939.092773
	Iteration 82Q: 3 clusters Score -2.171517e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 157217 members 
Entering Unmasked Estep 
Score: -21715178.000000 Penalty: 5939.092773
	Iteration 83Q: 3 clusters Score -2.171518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 157219 members 
Entering Unmasked Estep 
Score: -21715180.000000 Penalty: 5939.092773
	Iteration 84Q: 3 clusters Score -2.171518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 157219 members 
Entering Unmasked Estep 
Score: -21715182.000000 Penalty: 5939.092773
	Iteration 85Q: 3 clusters Score -2.171518e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 157218 members 
Entering Unmasked Estep 
Score: -21715192.000000 Penalty: 5939.092773
	Iteration 86Q: 3 clusters Score -2.171519e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 157217 members 
Entering Unmasked Estep 
Score: -21715184.000000 Penalty: 5939.092773
	Iteration 87Q: 3 clusters Score -2.171518e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 157217 members 
Entering Unmasked Estep 
Score: -21715184.000000 Penalty: 5939.092773
	Iteration 88F: 3 clusters Score -2.171518e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Entering Unmasked Estep 
Score: -261522.515625 Penalty: 1911.016724
	Iteration 0F: 2 clusters Score -261522.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -259138.875000 Penalty: 3822.033447
	Iteration 0F: 3 clusters Score -259138.9 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -262454.625000 Penalty: 3822.033447
	Iteration 1F: 3 clusters Score -262454.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -266383.031250 Penalty: 3822.033447
	Iteration 2F: 3 clusters Score -266383 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -267836.687500 Penalty: 3822.033447
	Iteration 3F: 3 clusters Score -267836.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -268256.781250 Penalty: 3822.033447
	Iteration 4Q: 3 clusters Score -268256.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -268748.531250 Penalty: 3822.033447
	Iteration 5Q: 3 clusters Score -268748.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -269070.312500 Penalty: 3822.033447
	Iteration 6Q: 3 clusters Score -269070.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -269206.625000 Penalty: 3822.033447
	Iteration 7Q: 3 clusters Score -269206.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -269545.281250 Penalty: 3822.033447
	Iteration 8Q: 3 clusters Score -269545.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -269924.906250 Penalty: 3822.033447
	Iteration 9Q: 3 clusters Score -269924.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -270004.343750 Penalty: 3822.033447
	Iteration 10Q: 3 clusters Score -270004.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -270061.968750 Penalty: 3822.033447
	Iteration 11Q: 3 clusters Score -270062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -270095.000000 Penalty: 3822.033447
	Iteration 12Q: 3 clusters Score -270095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -270122.375000 Penalty: 3822.033447
	Iteration 13Q: 3 clusters Score -270122.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -270154.156250 Penalty: 3822.033447
	Iteration 14Q: 3 clusters Score -270154.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -270175.656250 Penalty: 3822.033447
	Iteration 15Q: 3 clusters Score -270175.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -270194.250000 Penalty: 3822.033447
	Iteration 16Q: 3 clusters Score -270194.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -270203.843750 Penalty: 3822.033447
	Iteration 17Q: 3 clusters Score -270203.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -270209.625000 Penalty: 3822.033447
	Iteration 18Q: 3 clusters Score -270209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -270215.562500 Penalty: 3822.033447
	Iteration 19Q: 3 clusters Score -270215.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -270224.593750 Penalty: 3822.033447
	Iteration 20F: 3 clusters Score -270224.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -270240.500000 Penalty: 3822.033447
	Iteration 21Q: 3 clusters Score -270240.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -270299.500000 Penalty: 3822.033447
	Iteration 22Q: 3 clusters Score -270299.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -270474.218750 Penalty: 3822.033447
	Iteration 23Q: 3 clusters Score -270474.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -270531.500000 Penalty: 3822.033447
	Iteration 24Q: 3 clusters Score -270531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -270534.593750 Penalty: 3822.033447
	Iteration 25Q: 3 clusters Score -270534.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -270534.593750 Penalty: 3822.033447
	Iteration 26F: 3 clusters Score -270534.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 54577 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 38754 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 44080 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 85959 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 12817 members 
Mstep: Class 12 contains 93014 members 
Mstep: Class 13 contains 29717 members 
Mstep: Class 14 contains 273965 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 12238 members 
Mstep: Class 17 contains 8204 members 
Mstep: Class 18 contains 24665 members 
Mstep: Class 19 contains 158574 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 3609 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 788 members 
Entering Unmasked Estep 
Score: -122190344.000000 Penalty: 81647.750000
Splitting cluster 20 changes total score from -122166952.000000 to -122190344.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 50144 members 
Mstep: Class 2 contains 54577 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 1653 members 
Mstep: Class 5 contains 38754 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 85959 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 11 contains 12817 members 
Mstep: Class 12 contains 93014 members 
Mstep: Class 13 contains 29717 members 
Mstep: Class 14 contains 273965 members 
Mstep: Class 15 contains 740 members 
Mstep: Class 16 contains 12238 members 
Mstep: Class 18 contains 24665 members 
Mstep: Class 19 contains 158574 members 
Mstep: Class 20 contains 1433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122199848.000000 Penalty: 81647.750000
Iteration 39Q: 25 clusters Score -1.221998e+08 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 55418 members 
Mstep: Class 3 contains 1994 members 
Mstep: Class 4 contains 2274 members 
Mstep: Class 5 contains 38738 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 45193 members 
Mstep: Class 8 contains 3278 members 
Mstep: Class 9 contains 84719 members 
Mstep: Class 10 contains 703 members 
Mstep: Class 11 contains 12922 members 
Mstep: Class 12 contains 92492 members 
Mstep: Class 13 contains 29774 members 
Mstep: Class 14 contains 272932 members 
Mstep: Class 15 contains 970 members 
Mstep: Class 16 contains 12370 members 
Mstep: Class 17 contains 8422 members 
Mstep: Class 18 contains 24590 members 
Mstep: Class 19 contains 158936 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 3444 members 
Mstep: Class 22 contains 478 members 
Mstep: Class 23 contains 4051 members 
Mstep: Class 24 contains 852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3191.381836 but Gain 3401.992188
Score: -122209872.000000 Penalty: 78245.757812
Iteration 40F: 24 clusters Score -1.222099e+08 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 55983 members 
Mstep: Class 4 contains 2670 members 
Mstep: Class 5 contains 38637 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 45846 members 
Mstep: Class 8 contains 3370 members 
Mstep: Class 9 contains 83344 members 
Mstep: Class 10 contains 777 members 
Mstep: Class 11 contains 13023 members 
Mstep: Class 12 contains 91962 members 
Mstep: Class 13 contains 29736 members 
Mstep: Class 14 contains 272835 members 
Mstep: Class 15 contains 1053 members 
Mstep: Class 16 contains 12518 members 
Mstep: Class 17 contains 8968 members 
Mstep: Class 18 contains 24497 members 
Mstep: Class 19 contains 159786 members 
Mstep: Class 20 contains 1400 members 
Mstep: Class 21 contains 4010 members 
Mstep: Class 22 contains 482 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122215904.000000 Penalty: 78245.757812
Iteration 41Q: 24 clusters Score -1.222159e+08 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 56306 members 
Mstep: Class 4 contains 2833 members 
Mstep: Class 5 contains 38513 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 46269 members 
Mstep: Class 8 contains 3498 members 
Mstep: Class 9 contains 82064 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 13121 members 
Mstep: Class 12 contains 91586 members 
Mstep: Class 13 contains 29628 members 
Mstep: Class 14 contains 273058 members 
Mstep: Class 15 contains 1087 members 
Mstep: Class 16 contains 12626 members 
Mstep: Class 17 contains 9409 members 
Mstep: Class 18 contains 24369 members 
Mstep: Class 19 contains 159304 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 4479 members 
Mstep: Class 22 contains 482 members 
Mstep: Class 23 contains 4718 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217400.000000 Penalty: 78245.757812
Iteration 42Q: 24 clusters Score -1.222174e+08 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 56524 members 
Mstep: Class 4 contains 2903 members 
Mstep: Class 5 contains 38466 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 46627 members 
Mstep: Class 8 contains 3632 members 
Mstep: Class 9 contains 80838 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 13215 members 
Mstep: Class 12 contains 91335 members 
Mstep: Class 13 contains 29579 members 
Mstep: Class 14 contains 273316 members 
Mstep: Class 15 contains 1102 members 
Mstep: Class 16 contains 12722 members 
Mstep: Class 17 contains 9727 members 
Mstep: Class 18 contains 24289 members 
Mstep: Class 19 contains 158809 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 4954 members 
Mstep: Class 22 contains 481 members 
Mstep: Class 23 contains 4937 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218072.000000 Penalty: 78245.757812
Iteration 43Q: 24 clusters Score -1.222181e+08 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 56674 members 
Mstep: Class 4 contains 2939 members 
Mstep: Class 5 contains 38425 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 46924 members 
Mstep: Class 8 contains 3771 members 
Mstep: Class 9 contains 79679 members 
Mstep: Class 10 contains 846 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 91120 members 
Mstep: Class 13 contains 29568 members 
Mstep: Class 14 contains 273556 members 
Mstep: Class 15 contains 1106 members 
Mstep: Class 16 contains 12844 members 
Mstep: Class 17 contains 9991 members 
Mstep: Class 18 contains 24226 members 
Mstep: Class 19 contains 158419 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 5365 members 
Mstep: Class 22 contains 482 members 
Mstep: Class 23 contains 5117 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218280.000000 Penalty: 78245.757812
Iteration 44Q: 24 clusters Score -1.222183e+08 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 56786 members 
Mstep: Class 4 contains 2969 members 
Mstep: Class 5 contains 38359 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 47195 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 78634 members 
Mstep: Class 10 contains 868 members 
Mstep: Class 11 contains 13387 members 
Mstep: Class 12 contains 90903 members 
Mstep: Class 13 contains 29583 members 
Mstep: Class 14 contains 273776 members 
Mstep: Class 15 contains 1108 members 
Mstep: Class 16 contains 12993 members 
Mstep: Class 17 contains 10180 members 
Mstep: Class 18 contains 24215 members 
Mstep: Class 19 contains 158126 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 5695 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5264 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218096.000000 Penalty: 78245.757812
Iteration 45Q: 24 clusters Score -1.222181e+08 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 56869 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 38358 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 47427 members 
Mstep: Class 8 contains 3992 members 
Mstep: Class 9 contains 77648 members 
Mstep: Class 10 contains 882 members 
Mstep: Class 11 contains 13461 members 
Mstep: Class 12 contains 90713 members 
Mstep: Class 13 contains 29606 members 
Mstep: Class 14 contains 273988 members 
Mstep: Class 15 contains 1113 members 
Mstep: Class 16 contains 13127 members 
Mstep: Class 17 contains 10343 members 
Mstep: Class 18 contains 24202 members 
Mstep: Class 19 contains 157887 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 5974 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5390 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218104.000000 Penalty: 78245.757812
Iteration 46Q: 24 clusters Score -1.222181e+08 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 56903 members 
Mstep: Class 4 contains 3010 members 
Mstep: Class 5 contains 38376 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 47591 members 
Mstep: Class 8 contains 4100 members 
Mstep: Class 9 contains 76735 members 
Mstep: Class 10 contains 893 members 
Mstep: Class 11 contains 13556 members 
Mstep: Class 12 contains 90517 members 
Mstep: Class 13 contains 29606 members 
Mstep: Class 14 contains 274245 members 
Mstep: Class 15 contains 1117 members 
Mstep: Class 16 contains 13257 members 
Mstep: Class 17 contains 10476 members 
Mstep: Class 18 contains 24208 members 
Mstep: Class 19 contains 157706 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6186 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5520 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217824.000000 Penalty: 78245.757812
Iteration 47Q: 24 clusters Score -1.222178e+08 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 56918 members 
Mstep: Class 4 contains 3020 members 
Mstep: Class 5 contains 38407 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 47742 members 
Mstep: Class 8 contains 4201 members 
Mstep: Class 9 contains 75897 members 
Mstep: Class 10 contains 906 members 
Mstep: Class 11 contains 13661 members 
Mstep: Class 12 contains 90372 members 
Mstep: Class 13 contains 29617 members 
Mstep: Class 14 contains 274445 members 
Mstep: Class 15 contains 1120 members 
Mstep: Class 16 contains 13369 members 
Mstep: Class 17 contains 10593 members 
Mstep: Class 18 contains 24223 members 
Mstep: Class 19 contains 157581 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6337 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217912.000000 Penalty: 78245.757812
Iteration 48Q: 24 clusters Score -1.222179e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 56929 members 
Mstep: Class 4 contains 3026 members 
Mstep: Class 5 contains 38458 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 47872 members 
Mstep: Class 8 contains 4294 members 
Mstep: Class 9 contains 75134 members 
Mstep: Class 10 contains 915 members 
Mstep: Class 11 contains 13758 members 
Mstep: Class 12 contains 90240 members 
Mstep: Class 13 contains 29627 members 
Mstep: Class 14 contains 274625 members 
Mstep: Class 15 contains 1122 members 
Mstep: Class 16 contains 13467 members 
Mstep: Class 17 contains 10707 members 
Mstep: Class 18 contains 24247 members 
Mstep: Class 19 contains 157490 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6440 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5698 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217552.000000 Penalty: 78245.757812
Iteration 49Q: 24 clusters Score -1.222176e+08 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49075 members 
Mstep: Class 2 contains 56929 members 
Mstep: Class 4 contains 3030 members 
Mstep: Class 5 contains 38538 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 47995 members 
Mstep: Class 8 contains 4391 members 
Mstep: Class 9 contains 74430 members 
Mstep: Class 10 contains 921 members 
Mstep: Class 11 contains 13855 members 
Mstep: Class 12 contains 90115 members 
Mstep: Class 13 contains 29626 members 
Mstep: Class 14 contains 274751 members 
Mstep: Class 15 contains 1124 members 
Mstep: Class 16 contains 13584 members 
Mstep: Class 17 contains 10792 members 
Mstep: Class 18 contains 24257 members 
Mstep: Class 19 contains 157440 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6512 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5780 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217280.000000 Penalty: 78245.757812
Iteration 50Q: 24 clusters Score -1.222173e+08 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 56915 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 38619 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48124 members 
Mstep: Class 8 contains 4477 members 
Mstep: Class 9 contains 73737 members 
Mstep: Class 10 contains 927 members 
Mstep: Class 11 contains 13960 members 
Mstep: Class 12 contains 90021 members 
Mstep: Class 13 contains 29625 members 
Mstep: Class 14 contains 274886 members 
Mstep: Class 15 contains 1127 members 
Mstep: Class 16 contains 13718 members 
Mstep: Class 17 contains 10854 members 
Mstep: Class 18 contains 24272 members 
Mstep: Class 19 contains 157360 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6575 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5857 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217440.000000 Penalty: 78245.757812
Iteration 51Q: 24 clusters Score -1.222174e+08 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 56912 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 38722 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48259 members 
Mstep: Class 8 contains 4552 members 
Mstep: Class 9 contains 73063 members 
Mstep: Class 10 contains 935 members 
Mstep: Class 11 contains 14075 members 
Mstep: Class 12 contains 89963 members 
Mstep: Class 13 contains 29615 members 
Mstep: Class 14 contains 274973 members 
Mstep: Class 15 contains 1128 members 
Mstep: Class 16 contains 13836 members 
Mstep: Class 17 contains 10908 members 
Mstep: Class 18 contains 24299 members 
Mstep: Class 19 contains 157270 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6627 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217512.000000 Penalty: 78245.757812
Iteration 52Q: 24 clusters Score -1.222175e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49020 members 
Mstep: Class 2 contains 56914 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 38829 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48349 members 
Mstep: Class 8 contains 4634 members 
Mstep: Class 9 contains 72450 members 
Mstep: Class 10 contains 938 members 
Mstep: Class 11 contains 14191 members 
Mstep: Class 12 contains 89851 members 
Mstep: Class 13 contains 29618 members 
Mstep: Class 14 contains 275075 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 13964 members 
Mstep: Class 17 contains 10972 members 
Mstep: Class 18 contains 24312 members 
Mstep: Class 19 contains 157205 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6666 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217656.000000 Penalty: 78245.757812
Iteration 53Q: 24 clusters Score -1.222177e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 56914 members 
Mstep: Class 4 contains 3047 members 
Mstep: Class 5 contains 38961 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48421 members 
Mstep: Class 8 contains 4723 members 
Mstep: Class 9 contains 71863 members 
Mstep: Class 10 contains 942 members 
Mstep: Class 11 contains 14320 members 
Mstep: Class 12 contains 89707 members 
Mstep: Class 13 contains 29616 members 
Mstep: Class 14 contains 275216 members 
Mstep: Class 15 contains 1130 members 
Mstep: Class 16 contains 14085 members 
Mstep: Class 17 contains 11017 members 
Mstep: Class 18 contains 24314 members 
Mstep: Class 19 contains 157128 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6693 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6037 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217920.000000 Penalty: 78245.757812
Iteration 54Q: 24 clusters Score -1.222179e+08 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 48997 members 
Mstep: Class 2 contains 56905 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 39100 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48489 members 
Mstep: Class 8 contains 4811 members 
Mstep: Class 9 contains 71302 members 
Mstep: Class 10 contains 945 members 
Mstep: Class 11 contains 14440 members 
Mstep: Class 12 contains 89616 members 
Mstep: Class 13 contains 29620 members 
Mstep: Class 14 contains 275348 members 
Mstep: Class 15 contains 1131 members 
Mstep: Class 16 contains 14171 members 
Mstep: Class 17 contains 11048 members 
Mstep: Class 18 contains 24339 members 
Mstep: Class 19 contains 157034 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6715 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6083 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217808.000000 Penalty: 78245.757812
Iteration 55Q: 24 clusters Score -1.222178e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 56893 members 
Mstep: Class 4 contains 3052 members 
Mstep: Class 5 contains 39237 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48572 members 
Mstep: Class 8 contains 4876 members 
Mstep: Class 9 contains 70765 members 
Mstep: Class 10 contains 947 members 
Mstep: Class 11 contains 14594 members 
Mstep: Class 12 contains 89522 members 
Mstep: Class 13 contains 29629 members 
Mstep: Class 14 contains 275448 members 
Mstep: Class 15 contains 1131 members 
Mstep: Class 16 contains 14261 members 
Mstep: Class 17 contains 11066 members 
Mstep: Class 18 contains 24347 members 
Mstep: Class 19 contains 156947 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6735 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6132 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217792.000000 Penalty: 78245.757812
Iteration 56Q: 24 clusters Score -1.222178e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 56871 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 5 contains 39371 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48652 members 
Mstep: Class 8 contains 4935 members 
Mstep: Class 9 contains 70262 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 14759 members 
Mstep: Class 12 contains 89441 members 
Mstep: Class 13 contains 29638 members 
Mstep: Class 14 contains 275498 members 
Mstep: Class 15 contains 1131 members 
Mstep: Class 16 contains 14369 members 
Mstep: Class 17 contains 11098 members 
Mstep: Class 18 contains 24348 members 
Mstep: Class 19 contains 156867 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6748 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6168 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217784.000000 Penalty: 78245.757812
Iteration 57Q: 24 clusters Score -1.222178e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 56861 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 39542 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48681 members 
Mstep: Class 8 contains 5000 members 
Mstep: Class 9 contains 69807 members 
Mstep: Class 10 contains 949 members 
Mstep: Class 11 contains 14892 members 
Mstep: Class 12 contains 89332 members 
Mstep: Class 13 contains 29635 members 
Mstep: Class 14 contains 275560 members 
Mstep: Class 15 contains 1132 members 
Mstep: Class 16 contains 14469 members 
Mstep: Class 17 contains 11138 members 
Mstep: Class 18 contains 24363 members 
Mstep: Class 19 contains 156790 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6762 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6199 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217696.000000 Penalty: 78245.757812
Iteration 58Q: 24 clusters Score -1.222177e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 56850 members 
Mstep: Class 4 contains 3056 members 
Mstep: Class 5 contains 39707 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48725 members 
Mstep: Class 8 contains 5052 members 
Mstep: Class 9 contains 69365 members 
Mstep: Class 10 contains 950 members 
Mstep: Class 11 contains 15040 members 
Mstep: Class 12 contains 89255 members 
Mstep: Class 13 contains 29649 members 
Mstep: Class 14 contains 275601 members 
Mstep: Class 15 contains 1133 members 
Mstep: Class 16 contains 14570 members 
Mstep: Class 17 contains 11168 members 
Mstep: Class 18 contains 24372 members 
Mstep: Class 19 contains 156665 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6777 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6230 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217912.000000 Penalty: 78245.757812
Iteration 59Q: 24 clusters Score -1.222179e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 93 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 56840 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 39919 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48763 members 
Mstep: Class 8 contains 5098 members 
Mstep: Class 9 contains 68937 members 
Mstep: Class 10 contains 952 members 
Mstep: Class 11 contains 15195 members 
Mstep: Class 12 contains 89157 members 
Mstep: Class 13 contains 29656 members 
Mstep: Class 14 contains 275640 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 14657 members 
Mstep: Class 17 contains 11204 members 
Mstep: Class 18 contains 24375 members 
Mstep: Class 19 contains 156538 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6789 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6256 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217936.000000 Penalty: 78245.757812
Iteration 60F: 24 clusters Score -1.222179e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48969 members 
Mstep: Class 2 contains 56828 members 
Mstep: Class 4 contains 3062 members 
Mstep: Class 5 contains 40112 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48806 members 
Mstep: Class 8 contains 5129 members 
Mstep: Class 9 contains 68504 members 
Mstep: Class 10 contains 960 members 
Mstep: Class 11 contains 15342 members 
Mstep: Class 12 contains 89077 members 
Mstep: Class 13 contains 29660 members 
Mstep: Class 14 contains 275685 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 14743 members 
Mstep: Class 17 contains 11240 members 
Mstep: Class 18 contains 24369 members 
Mstep: Class 19 contains 156393 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6842 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6291 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218120.000000 Penalty: 78245.757812
Iteration 61Q: 24 clusters Score -1.222181e+08 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 56840 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 40308 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48848 members 
Mstep: Class 8 contains 5161 members 
Mstep: Class 9 contains 68063 members 
Mstep: Class 10 contains 975 members 
Mstep: Class 11 contains 15524 members 
Mstep: Class 12 contains 88998 members 
Mstep: Class 13 contains 29667 members 
Mstep: Class 14 contains 275724 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 14819 members 
Mstep: Class 17 contains 11252 members 
Mstep: Class 18 contains 24364 members 
Mstep: Class 19 contains 156234 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6894 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6323 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218336.000000 Penalty: 78245.757812
Iteration 62Q: 24 clusters Score -1.222183e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 56832 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 40487 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48870 members 
Mstep: Class 8 contains 5194 members 
Mstep: Class 9 contains 67575 members 
Mstep: Class 10 contains 982 members 
Mstep: Class 11 contains 15725 members 
Mstep: Class 12 contains 88919 members 
Mstep: Class 13 contains 29674 members 
Mstep: Class 14 contains 275822 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 14914 members 
Mstep: Class 17 contains 11269 members 
Mstep: Class 18 contains 24372 members 
Mstep: Class 19 contains 156070 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6931 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6367 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218408.000000 Penalty: 78245.757812
Iteration 63Q: 24 clusters Score -1.222184e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 56828 members 
Mstep: Class 4 contains 3064 members 
Mstep: Class 5 contains 40654 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48914 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 67132 members 
Mstep: Class 10 contains 984 members 
Mstep: Class 11 contains 15900 members 
Mstep: Class 12 contains 88833 members 
Mstep: Class 13 contains 29689 members 
Mstep: Class 14 contains 275896 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 15027 members 
Mstep: Class 17 contains 11269 members 
Mstep: Class 18 contains 24381 members 
Mstep: Class 19 contains 155917 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6961 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6399 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218720.000000 Penalty: 78245.757812
Iteration 64Q: 24 clusters Score -1.222187e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 56833 members 
Mstep: Class 4 contains 3066 members 
Mstep: Class 5 contains 40833 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48958 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 66687 members 
Mstep: Class 10 contains 987 members 
Mstep: Class 11 contains 16072 members 
Mstep: Class 12 contains 88741 members 
Mstep: Class 13 contains 29703 members 
Mstep: Class 14 contains 275974 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 15166 members 
Mstep: Class 17 contains 11271 members 
Mstep: Class 18 contains 24378 members 
Mstep: Class 19 contains 155763 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 6983 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6423 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218568.000000 Penalty: 78245.757812
Iteration 65Q: 24 clusters Score -1.222186e+08 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 56837 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 41011 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48995 members 
Mstep: Class 8 contains 5257 members 
Mstep: Class 9 contains 66278 members 
Mstep: Class 10 contains 988 members 
Mstep: Class 11 contains 16269 members 
Mstep: Class 12 contains 88630 members 
Mstep: Class 13 contains 29717 members 
Mstep: Class 14 contains 276053 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 15297 members 
Mstep: Class 17 contains 11277 members 
Mstep: Class 18 contains 24382 members 
Mstep: Class 19 contains 155580 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7008 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6445 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218736.000000 Penalty: 78245.757812
Iteration 66Q: 24 clusters Score -1.222187e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 56844 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 41195 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49041 members 
Mstep: Class 8 contains 5268 members 
Mstep: Class 9 contains 65865 members 
Mstep: Class 10 contains 990 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 88547 members 
Mstep: Class 13 contains 29726 members 
Mstep: Class 14 contains 276092 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 15428 members 
Mstep: Class 17 contains 11275 members 
Mstep: Class 18 contains 24386 members 
Mstep: Class 19 contains 155406 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7029 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6465 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218968.000000 Penalty: 78245.757812
Iteration 67Q: 24 clusters Score -1.22219e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 56842 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 41374 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49079 members 
Mstep: Class 8 contains 5280 members 
Mstep: Class 9 contains 65465 members 
Mstep: Class 10 contains 992 members 
Mstep: Class 11 contains 16697 members 
Mstep: Class 12 contains 88474 members 
Mstep: Class 13 contains 29730 members 
Mstep: Class 14 contains 276120 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 15529 members 
Mstep: Class 17 contains 11282 members 
Mstep: Class 18 contains 24405 members 
Mstep: Class 19 contains 155230 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6479 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218936.000000 Penalty: 78245.757812
Iteration 68Q: 24 clusters Score -1.222189e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 56841 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 41554 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49112 members 
Mstep: Class 8 contains 5294 members 
Mstep: Class 9 contains 65053 members 
Mstep: Class 10 contains 993 members 
Mstep: Class 11 contains 16941 members 
Mstep: Class 12 contains 88427 members 
Mstep: Class 13 contains 29726 members 
Mstep: Class 14 contains 276151 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 15608 members 
Mstep: Class 17 contains 11285 members 
Mstep: Class 18 contains 24418 members 
Mstep: Class 19 contains 155074 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7054 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6495 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219032.000000 Penalty: 78245.757812
Iteration 69Q: 24 clusters Score -1.22219e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48918 members 
Mstep: Class 2 contains 56836 members 
Mstep: Class 4 contains 3068 members 
Mstep: Class 5 contains 41733 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49133 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 64638 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 17185 members 
Mstep: Class 12 contains 88359 members 
Mstep: Class 13 contains 29727 members 
Mstep: Class 14 contains 276204 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 15705 members 
Mstep: Class 17 contains 11293 members 
Mstep: Class 18 contains 24433 members 
Mstep: Class 19 contains 154911 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6508 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219080.000000 Penalty: 78245.757812
Iteration 70Q: 24 clusters Score -1.222191e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48913 members 
Mstep: Class 2 contains 56844 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 41941 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49139 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 64227 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 17440 members 
Mstep: Class 12 contains 88266 members 
Mstep: Class 13 contains 29727 members 
Mstep: Class 14 contains 276241 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 15799 members 
Mstep: Class 17 contains 11303 members 
Mstep: Class 18 contains 24439 members 
Mstep: Class 19 contains 154746 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7071 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6526 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219216.000000 Penalty: 78245.757812
Iteration 71Q: 24 clusters Score -1.222192e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 56850 members 
Mstep: Class 4 contains 3070 members 
Mstep: Class 5 contains 42156 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49153 members 
Mstep: Class 8 contains 5338 members 
Mstep: Class 9 contains 63808 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 11 contains 17707 members 
Mstep: Class 12 contains 88208 members 
Mstep: Class 13 contains 29730 members 
Mstep: Class 14 contains 276264 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 15883 members 
Mstep: Class 17 contains 11311 members 
Mstep: Class 18 contains 24456 members 
Mstep: Class 19 contains 154559 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7077 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6537 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219256.000000 Penalty: 78245.757812
Iteration 72Q: 24 clusters Score -1.222193e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 56857 members 
Mstep: Class 4 contains 3071 members 
Mstep: Class 5 contains 42381 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49173 members 
Mstep: Class 8 contains 5349 members 
Mstep: Class 9 contains 63320 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 18013 members 
Mstep: Class 12 contains 88150 members 
Mstep: Class 13 contains 29731 members 
Mstep: Class 14 contains 276313 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 15960 members 
Mstep: Class 17 contains 11320 members 
Mstep: Class 18 contains 24455 members 
Mstep: Class 19 contains 154379 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7082 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6555 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219224.000000 Penalty: 78245.757812
Iteration 73Q: 24 clusters Score -1.222192e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 56853 members 
Mstep: Class 4 contains 3072 members 
Mstep: Class 5 contains 42584 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49182 members 
Mstep: Class 8 contains 5359 members 
Mstep: Class 9 contains 62753 members 
Mstep: Class 10 contains 1000 members 
Mstep: Class 11 contains 18357 members 
Mstep: Class 12 contains 88122 members 
Mstep: Class 13 contains 29732 members 
Mstep: Class 14 contains 276389 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 16047 members 
Mstep: Class 17 contains 11320 members 
Mstep: Class 18 contains 24467 members 
Mstep: Class 19 contains 154207 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7088 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6578 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219536.000000 Penalty: 78245.757812
Iteration 74Q: 24 clusters Score -1.222195e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 56843 members 
Mstep: Class 4 contains 3073 members 
Mstep: Class 5 contains 42781 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49204 members 
Mstep: Class 8 contains 5365 members 
Mstep: Class 9 contains 62151 members 
Mstep: Class 10 contains 1002 members 
Mstep: Class 11 contains 18744 members 
Mstep: Class 12 contains 88088 members 
Mstep: Class 13 contains 29734 members 
Mstep: Class 14 contains 276458 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 16148 members 
Mstep: Class 17 contains 11329 members 
Mstep: Class 18 contains 24477 members 
Mstep: Class 19 contains 154025 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7089 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6604 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219392.000000 Penalty: 78245.757812
Iteration 75Q: 24 clusters Score -1.222194e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48890 members 
Mstep: Class 2 contains 56829 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 42979 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49215 members 
Mstep: Class 8 contains 5372 members 
Mstep: Class 9 contains 61563 members 
Mstep: Class 10 contains 1005 members 
Mstep: Class 11 contains 19111 members 
Mstep: Class 12 contains 88081 members 
Mstep: Class 13 contains 29742 members 
Mstep: Class 14 contains 276495 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 16240 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 24469 members 
Mstep: Class 19 contains 153879 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7089 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6631 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219656.000000 Penalty: 78245.757812
Iteration 76Q: 24 clusters Score -1.222197e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48887 members 
Mstep: Class 2 contains 56829 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 43167 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49224 members 
Mstep: Class 8 contains 5384 members 
Mstep: Class 9 contains 60924 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 11 contains 19511 members 
Mstep: Class 12 contains 88050 members 
Mstep: Class 13 contains 29753 members 
Mstep: Class 14 contains 276531 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 16324 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 24474 members 
Mstep: Class 19 contains 153761 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7089 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6655 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219976.000000 Penalty: 78245.757812
Iteration 77Q: 24 clusters Score -1.2222e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 56827 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 43357 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49234 members 
Mstep: Class 8 contains 5399 members 
Mstep: Class 9 contains 60256 members 
Mstep: Class 10 contains 1009 members 
Mstep: Class 11 contains 19939 members 
Mstep: Class 12 contains 88034 members 
Mstep: Class 13 contains 29754 members 
Mstep: Class 14 contains 276570 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 16390 members 
Mstep: Class 17 contains 11360 members 
Mstep: Class 18 contains 24488 members 
Mstep: Class 19 contains 153668 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7091 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6670 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220120.000000 Penalty: 78245.757812
Iteration 78Q: 24 clusters Score -1.222201e+08 nChanged 1631
Entering ConstructFrom: 
Score: -122220120.000000 Penalty: 78245.757812
Entering ConstructFrom: 
Trying to split cluster 1 (48874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Entering Unmasked Estep 
Score: -6569443.500000 Penalty: 2677.656250
	Iteration 0F: 2 clusters Score -6569444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -6536563.500000 Penalty: 5355.312500
	Iteration 0F: 3 clusters Score -6536564 nChanged 22488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -6549404.500000 Penalty: 5355.312500
	Iteration 1F: 3 clusters Score -6549404 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -6551347.000000 Penalty: 5355.312500
	Iteration 2F: 3 clusters Score -6551347 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -6554762.500000 Penalty: 5355.312500
	Iteration 3F: 3 clusters Score -6554762 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31085 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -6558762.000000 Penalty: 5355.312500
	Iteration 4F: 3 clusters Score -6558762 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -6561900.000000 Penalty: 5355.312500
	Iteration 5F: 3 clusters Score -6561900 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -6563561.000000 Penalty: 5355.312500
	Iteration 6F: 3 clusters Score -6563561 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35259 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -6564571.500000 Penalty: 5355.312500
	Iteration 7Q: 3 clusters Score -6564572 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -6565301.000000 Penalty: 5355.312500
	Iteration 8Q: 3 clusters Score -6565301 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -6565994.000000 Penalty: 5355.312500
	Iteration 9Q: 3 clusters Score -6565994 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -6566571.000000 Penalty: 5355.312500
	Iteration 10Q: 3 clusters Score -6566571 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38870 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -6567134.500000 Penalty: 5355.312500
	Iteration 11Q: 3 clusters Score -6567134 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -6567526.000000 Penalty: 5355.312500
	Iteration 12Q: 3 clusters Score -6567526 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -6567869.500000 Penalty: 5355.312500
	Iteration 13Q: 3 clusters Score -6567870 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -6568186.000000 Penalty: 5355.312500
	Iteration 14Q: 3 clusters Score -6568186 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -6568417.500000 Penalty: 5355.312500
	Iteration 15Q: 3 clusters Score -6568418 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -6568600.500000 Penalty: 5355.312500
	Iteration 16Q: 3 clusters Score -6568600 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -6568708.500000 Penalty: 5355.312500
	Iteration 17Q: 3 clusters Score -6568708 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -6568797.000000 Penalty: 5355.312500
	Iteration 18Q: 3 clusters Score -6568797 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -6568885.000000 Penalty: 5355.312500
	Iteration 19Q: 3 clusters Score -6568885 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -6568971.500000 Penalty: 5355.312500
	Iteration 20F: 3 clusters Score -6568972 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -6569062.000000 Penalty: 5355.312500
	Iteration 21Q: 3 clusters Score -6569062 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -6569143.500000 Penalty: 5355.312500
	Iteration 22Q: 3 clusters Score -6569144 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -6569219.500000 Penalty: 5355.312500
	Iteration 23Q: 3 clusters Score -6569220 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -6569314.500000 Penalty: 5355.312500
	Iteration 24Q: 3 clusters Score -6569314 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -6569428.000000 Penalty: 5355.312500
	Iteration 25Q: 3 clusters Score -6569428 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -6569502.000000 Penalty: 5355.312500
	Iteration 26Q: 3 clusters Score -6569502 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -6569550.000000 Penalty: 5355.312500
	Iteration 27Q: 3 clusters Score -6569550 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -6569602.000000 Penalty: 5355.312500
	Iteration 28Q: 3 clusters Score -6569602 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -6569626.500000 Penalty: 5355.312500
	Iteration 29Q: 3 clusters Score -6569626 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -6569633.500000 Penalty: 5355.312500
	Iteration 30Q: 3 clusters Score -6569634 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6569653.000000 Penalty: 5355.312500
	Iteration 31Q: 3 clusters Score -6569653 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -6569672.000000 Penalty: 5355.312500
	Iteration 32Q: 3 clusters Score -6569672 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -6569678.000000 Penalty: 5355.312500
	Iteration 33Q: 3 clusters Score -6569678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -6569676.000000 Penalty: 5355.312500
	Iteration 34Q: 3 clusters Score -6569676 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6569685.500000 Penalty: 5355.312500
	Iteration 35Q: 3 clusters Score -6569686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -6569695.000000 Penalty: 5355.312500
	Iteration 36Q: 3 clusters Score -6569695 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -6569709.500000 Penalty: 5355.312500
	Iteration 37Q: 3 clusters Score -6569710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -6569712.000000 Penalty: 5355.312500
	Iteration 38Q: 3 clusters Score -6569712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -6569711.500000 Penalty: 5355.312500
	Iteration 39Q: 3 clusters Score -6569712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -6569715.500000 Penalty: 5355.312500
	Iteration 40F: 3 clusters Score -6569716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44943 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -6569729.500000 Penalty: 5355.312500
	Iteration 41Q: 3 clusters Score -6569730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -6569735.000000 Penalty: 5355.312500
	Iteration 42Q: 3 clusters Score -6569735 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -6569738.500000 Penalty: 5355.312500
	Iteration 43Q: 3 clusters Score -6569738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6569743.500000 Penalty: 5355.312500
	Iteration 44Q: 3 clusters Score -6569744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6569748.500000 Penalty: 5355.312500
	Iteration 45Q: 3 clusters Score -6569748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -6569741.500000 Penalty: 5355.312500
	Iteration 46Q: 3 clusters Score -6569742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -6569752.000000 Penalty: 5355.312500
	Iteration 47Q: 3 clusters Score -6569752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -6569751.500000 Penalty: 5355.312500
	Iteration 48Q: 3 clusters Score -6569752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6569754.000000 Penalty: 5355.312500
	Iteration 49Q: 3 clusters Score -6569754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -6569753.500000 Penalty: 5355.312500
	Iteration 50Q: 3 clusters Score -6569754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6569756.000000 Penalty: 5355.312500
	Iteration 51Q: 3 clusters Score -6569756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -6569760.500000 Penalty: 5355.312500
	Iteration 52Q: 3 clusters Score -6569760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -6569749.000000 Penalty: 5355.312500
	Iteration 53Q: 3 clusters Score -6569749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -6569757.000000 Penalty: 5355.312500
	Iteration 54Q: 3 clusters Score -6569757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -6569755.500000 Penalty: 5355.312500
	Iteration 55Q: 3 clusters Score -6569756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6569757.000000 Penalty: 5355.312500
	Iteration 56Q: 3 clusters Score -6569757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -6569755.000000 Penalty: 5355.312500
	Iteration 57Q: 3 clusters Score -6569755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -6569755.000000 Penalty: 5355.312500
	Iteration 58F: 3 clusters Score -6569755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 56810 members 
Mstep: Class 3 contains 3810 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 43545 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49242 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 59592 members 
Mstep: Class 10 contains 1013 members 
Mstep: Class 11 contains 20386 members 
Mstep: Class 12 contains 88011 members 
Mstep: Class 13 contains 29758 members 
Mstep: Class 14 contains 276592 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 16458 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 24498 members 
Mstep: Class 19 contains 153580 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7093 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6694 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
Score: -122219864.000000 Penalty: 81647.750000
Splitting cluster 1 changes total score from -122220120.000000 to -122219864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (56810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56810 members 
Entering Unmasked Estep 
Score: -7690886.000000 Penalty: 2714.971924
	Iteration 0F: 2 clusters Score -7690886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 28279 members 
Entering Unmasked Estep 
Score: -7652599.500000 Penalty: 5429.943848
	Iteration 0F: 3 clusters Score -7652600 nChanged 26346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -7667828.000000 Penalty: 5429.943848
	Iteration 1F: 3 clusters Score -7667828 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -7668963.500000 Penalty: 5429.943848
	Iteration 2F: 3 clusters Score -7668964 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -7670421.500000 Penalty: 5429.943848
	Iteration 3F: 3 clusters Score -7670422 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -7671960.000000 Penalty: 5429.943848
	Iteration 4F: 3 clusters Score -7671960 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -7673822.000000 Penalty: 5429.943848
	Iteration 5F: 3 clusters Score -7673822 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -7676054.000000 Penalty: 5429.943848
	Iteration 6F: 3 clusters Score -7676054 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -7678553.500000 Penalty: 5429.943848
	Iteration 7F: 3 clusters Score -7678554 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -7681258.000000 Penalty: 5429.943848
	Iteration 8F: 3 clusters Score -7681258 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -7684345.500000 Penalty: 5429.943848
	Iteration 9F: 3 clusters Score -7684346 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -7687101.500000 Penalty: 5429.943848
	Iteration 10F: 3 clusters Score -7687102 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -7688839.000000 Penalty: 5429.943848
	Iteration 11Q: 3 clusters Score -7688839 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37353 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -7689780.000000 Penalty: 5429.943848
	Iteration 12Q: 3 clusters Score -7689780 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -7690339.500000 Penalty: 5429.943848
	Iteration 13Q: 3 clusters Score -7690340 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -7690691.000000 Penalty: 5429.943848
	Iteration 14Q: 3 clusters Score -7690691 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -7690970.000000 Penalty: 5429.943848
	Iteration 15Q: 3 clusters Score -7690970 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -7691126.000000 Penalty: 5429.943848
	Iteration 16Q: 3 clusters Score -7691126 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -7691199.000000 Penalty: 5429.943848
	Iteration 17Q: 3 clusters Score -7691199 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -7691230.000000 Penalty: 5429.943848
	Iteration 18Q: 3 clusters Score -7691230 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -7691252.500000 Penalty: 5429.943848
	Iteration 19Q: 3 clusters Score -7691252 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -7691268.500000 Penalty: 5429.943848
	Iteration 20F: 3 clusters Score -7691268 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -7691272.000000 Penalty: 5429.943848
	Iteration 21Q: 3 clusters Score -7691272 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -7691288.000000 Penalty: 5429.943848
	Iteration 22Q: 3 clusters Score -7691288 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -7691297.500000 Penalty: 5429.943848
	Iteration 23Q: 3 clusters Score -7691298 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -7691300.000000 Penalty: 5429.943848
	Iteration 24Q: 3 clusters Score -7691300 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -7691296.500000 Penalty: 5429.943848
	Iteration 25Q: 3 clusters Score -7691296 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -7691320.500000 Penalty: 5429.943848
	Iteration 26Q: 3 clusters Score -7691320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -7691341.000000 Penalty: 5429.943848
	Iteration 27Q: 3 clusters Score -7691341 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -7691350.500000 Penalty: 5429.943848
	Iteration 28Q: 3 clusters Score -7691350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -7691341.500000 Penalty: 5429.943848
	Iteration 29Q: 3 clusters Score -7691342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -7691353.500000 Penalty: 5429.943848
	Iteration 30Q: 3 clusters Score -7691354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -7691359.500000 Penalty: 5429.943848
	Iteration 31Q: 3 clusters Score -7691360 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -7691364.500000 Penalty: 5429.943848
	Iteration 32Q: 3 clusters Score -7691364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -7691380.500000 Penalty: 5429.943848
	Iteration 33Q: 3 clusters Score -7691380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -7691378.500000 Penalty: 5429.943848
	Iteration 34Q: 3 clusters Score -7691378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -7691385.000000 Penalty: 5429.943848
	Iteration 35Q: 3 clusters Score -7691385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -7691393.000000 Penalty: 5429.943848
	Iteration 36Q: 3 clusters Score -7691393 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -7691418.000000 Penalty: 5429.943848
	Iteration 37Q: 3 clusters Score -7691418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -7691404.500000 Penalty: 5429.943848
	Iteration 38Q: 3 clusters Score -7691404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -7691389.500000 Penalty: 5429.943848
	Iteration 39Q: 3 clusters Score -7691390 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -7691389.500000 Penalty: 5429.943848
	Iteration 40F: 3 clusters Score -7691390 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7691396 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7691402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7691400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7691386 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -7691409.000000 Penalty: 5429.943848
	Iteration 45Q: 3 clusters Score -7691409 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -7691428.500000 Penalty: 5429.943848
	Iteration 46Q: 3 clusters Score -7691428 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -7691430.500000 Penalty: 5429.943848
	Iteration 47Q: 3 clusters Score -7691430 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36646 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -7691433.000000 Penalty: 5429.943848
	Iteration 48Q: 3 clusters Score -7691433 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7691434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -7691444.500000 Penalty: 5429.943848
	Iteration 50Q: 3 clusters Score -7691444 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7691449 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -7691454.500000 Penalty: 5429.943848
	Iteration 52Q: 3 clusters Score -7691454 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7691459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7691457 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7691452 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7691470 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7691479 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7691470 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7691486 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7691465 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7691463 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7691466 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36485 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7691475 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7691480 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36501 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7691478 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7691490 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7691487 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36513 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7691486 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36518 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7691480 nChanged 31
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7691468 nChanged 28
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7691470 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7691482 nChanged 34
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7691504 nChanged 40
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7691498 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36620 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7691498 nChanged 49
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7691489 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36663 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7691494 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36669 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7691497 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36687 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7691485 nChanged 34
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Mstep: Class 1 contains 36705 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7691487 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7691483 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36748 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7691485 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36772 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7691486 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36791 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7691488 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36829 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7691494 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7691493 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36898 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7691495 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36926 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7691500 nChanged 43
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Mstep: Class 1 contains 36965 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7691511 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36999 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7691514 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37043 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7691530 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37090 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7691524 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37127 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7691518 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37169 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7691522 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37203 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7691526 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37234 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7691520 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37265 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7691523 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37291 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7691526 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37316 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7691522 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37340 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7691538 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7691544 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7691536 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37405 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7691536 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37431 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7691535 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7691546 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7691538 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37493 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7691546 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37510 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7691527 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37520 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7691523 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37531 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7691526 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37544 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7691526 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7691533 nChanged 16
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7691545 nChanged 21
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7691546 nChanged 24
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7691542 nChanged 25
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7691546 nChanged 28
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7691537 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37696 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7691530 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7691538 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7691541 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7691545 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7691554 nChanged 20
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7691555 nChanged 15
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	Iteration 124Q: 3 clusters Score -7691553 nChanged 18
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7691544 nChanged 19
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7691554 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7691560 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7691554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -7691559.500000 Penalty: 5429.943848
	Iteration 129Q: 3 clusters Score -7691560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -7691552.500000 Penalty: 5429.943848
	Iteration 130Q: 3 clusters Score -7691552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -7691561.500000 Penalty: 5429.943848
	Iteration 131Q: 3 clusters Score -7691562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -7691573.500000 Penalty: 5429.943848
	Iteration 132Q: 3 clusters Score -7691574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -7691577.500000 Penalty: 5429.943848
	Iteration 133Q: 3 clusters Score -7691578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -7691574.500000 Penalty: 5429.943848
	Iteration 134Q: 3 clusters Score -7691574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -7691567.500000 Penalty: 5429.943848
	Iteration 135Q: 3 clusters Score -7691568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -7691567.500000 Penalty: 5429.943848
	Iteration 136Q: 3 clusters Score -7691568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -7691564.500000 Penalty: 5429.943848
	Iteration 137Q: 3 clusters Score -7691564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -7691561.000000 Penalty: 5429.943848
	Iteration 138Q: 3 clusters Score -7691561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -7691564.000000 Penalty: 5429.943848
	Iteration 139Q: 3 clusters Score -7691564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -7691569.500000 Penalty: 5429.943848
	Iteration 140F: 3 clusters Score -7691570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -7691568.500000 Penalty: 5429.943848
	Iteration 141Q: 3 clusters Score -7691568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -7691569.000000 Penalty: 5429.943848
	Iteration 142Q: 3 clusters Score -7691569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -7691570.500000 Penalty: 5429.943848
	Iteration 143Q: 3 clusters Score -7691570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -7691574.000000 Penalty: 5429.943848
	Iteration 144Q: 3 clusters Score -7691574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -7691574.000000 Penalty: 5429.943848
	Iteration 145F: 3 clusters Score -7691574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 37949 members 
Mstep: Class 3 contains 18861 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 43545 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49242 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 59592 members 
Mstep: Class 10 contains 1013 members 
Mstep: Class 11 contains 20386 members 
Mstep: Class 12 contains 88011 members 
Mstep: Class 13 contains 29758 members 
Mstep: Class 14 contains 276592 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 16458 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 24498 members 
Mstep: Class 19 contains 153580 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7093 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6694 members 
Mstep: Class 24 contains 903 members 
Entering Unmasked Estep 
Score: -122220696.000000 Penalty: 81647.750000
Splitting cluster 2 changes total score from -122220120.000000 to -122220696.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -438701.281250 Penalty: 1992.266724
	Iteration 0F: 2 clusters Score -438701.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -435362.968750 Penalty: 3984.533447
	Iteration 0F: 3 clusters Score -435363 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -436017.906250 Penalty: 3984.533447
	Iteration 1F: 3 clusters Score -436017.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -436196.375000 Penalty: 3984.533447
	Iteration 2F: 3 clusters Score -436196.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -436311.781250 Penalty: 3984.533447
	Iteration 3F: 3 clusters Score -436311.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -436388.437500 Penalty: 3984.533447
	Iteration 4Q: 3 clusters Score -436388.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -436436.500000 Penalty: 3984.533447
	Iteration 5Q: 3 clusters Score -436436.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -436469.625000 Penalty: 3984.533447
	Iteration 6Q: 3 clusters Score -436469.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -436490.812500 Penalty: 3984.533447
	Iteration 7Q: 3 clusters Score -436490.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -436509.906250 Penalty: 3984.533447
	Iteration 8Q: 3 clusters Score -436509.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -436529.343750 Penalty: 3984.533447
	Iteration 9Q: 3 clusters Score -436529.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -436542.125000 Penalty: 3984.533447
	Iteration 10Q: 3 clusters Score -436542.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -436553.375000 Penalty: 3984.533447
	Iteration 11Q: 3 clusters Score -436553.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -436570.718750 Penalty: 3984.533447
	Iteration 12Q: 3 clusters Score -436570.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -436585.625000 Penalty: 3984.533447
	Iteration 13Q: 3 clusters Score -436585.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -436598.062500 Penalty: 3984.533447
	Iteration 14Q: 3 clusters Score -436598.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -436605.281250 Penalty: 3984.533447
	Iteration 15Q: 3 clusters Score -436605.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -436614.531250 Penalty: 3984.533447
	Iteration 16Q: 3 clusters Score -436614.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -436626.562500 Penalty: 3984.533447
	Iteration 17Q: 3 clusters Score -436626.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -436638.468750 Penalty: 3984.533447
	Iteration 18Q: 3 clusters Score -436638.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -436649.437500 Penalty: 3984.533447
	Iteration 19Q: 3 clusters Score -436649.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -436655.625000 Penalty: 3984.533447
	Iteration 20F: 3 clusters Score -436655.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -436658.000000 Penalty: 3984.533447
	Iteration 21Q: 3 clusters Score -436658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -436662.156250 Penalty: 3984.533447
	Iteration 22Q: 3 clusters Score -436662.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -436665.625000 Penalty: 3984.533447
	Iteration 23Q: 3 clusters Score -436665.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -436668.968750 Penalty: 3984.533447
	Iteration 24Q: 3 clusters Score -436669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -436669.781250 Penalty: 3984.533447
	Iteration 25Q: 3 clusters Score -436669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -436670.937500 Penalty: 3984.533447
	Iteration 26Q: 3 clusters Score -436670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -436670.031250 Penalty: 3984.533447
	Iteration 27Q: 3 clusters Score -436670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -436671.937500 Penalty: 3984.533447
	Iteration 28Q: 3 clusters Score -436671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -436672.031250 Penalty: 3984.533447
	Iteration 29Q: 3 clusters Score -436672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -436673.656250 Penalty: 3984.533447
	Iteration 30Q: 3 clusters Score -436673.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -436673.656250 Penalty: 3984.533447
	Iteration 31F: 3 clusters Score -436673.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Entering Unmasked Estep 
Score: -5840495.000000 Penalty: 2649.024414
	Iteration 0F: 2 clusters Score -5840495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -5810965.500000 Penalty: 5298.048828
	Iteration 0F: 3 clusters Score -5810966 nChanged 20009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -5822085.500000 Penalty: 5298.048828
	Iteration 1F: 3 clusters Score -5822086 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -5822828.500000 Penalty: 5298.048828
	Iteration 2Q: 3 clusters Score -5822828 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -5823681.000000 Penalty: 5298.048828
	Iteration 3Q: 3 clusters Score -5823681 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -5824807.500000 Penalty: 5298.048828
	Iteration 4F: 3 clusters Score -5824808 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -5826191.500000 Penalty: 5298.048828
	Iteration 5F: 3 clusters Score -5826192 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 29856 members 
Entering Unmasked Estep 
Score: -5827854.000000 Penalty: 5298.048828
	Iteration 6F: 3 clusters Score -5827854 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -5829709.500000 Penalty: 5298.048828
	Iteration 7F: 3 clusters Score -5829710 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -5831695.000000 Penalty: 5298.048828
	Iteration 8F: 3 clusters Score -5831695 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -5833569.000000 Penalty: 5298.048828
	Iteration 9F: 3 clusters Score -5833569 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -5835048.500000 Penalty: 5298.048828
	Iteration 10Q: 3 clusters Score -5835048 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -5836191.500000 Penalty: 5298.048828
	Iteration 11Q: 3 clusters Score -5836192 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5836974.500000 Penalty: 5298.048828
	Iteration 12Q: 3 clusters Score -5836974 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 41893 members 
Entering Unmasked Estep 
Score: -5837462.500000 Penalty: 5298.048828
	Iteration 13Q: 3 clusters Score -5837462 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5837712.000000 Penalty: 5298.048828
	Iteration 14Q: 3 clusters Score -5837712 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -5837865.000000 Penalty: 5298.048828
	Iteration 15Q: 3 clusters Score -5837865 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -5837938.000000 Penalty: 5298.048828
	Iteration 16Q: 3 clusters Score -5837938 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -5838017.500000 Penalty: 5298.048828
	Iteration 17Q: 3 clusters Score -5838018 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -5838092.500000 Penalty: 5298.048828
	Iteration 18Q: 3 clusters Score -5838092 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -5838137.500000 Penalty: 5298.048828
	Iteration 19Q: 3 clusters Score -5838138 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -5838187.500000 Penalty: 5298.048828
	Iteration 20F: 3 clusters Score -5838188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -5838211.000000 Penalty: 5298.048828
	Iteration 21Q: 3 clusters Score -5838211 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -5838239.000000 Penalty: 5298.048828
	Iteration 22Q: 3 clusters Score -5838239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -5838265.500000 Penalty: 5298.048828
	Iteration 23Q: 3 clusters Score -5838266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -5838272.500000 Penalty: 5298.048828
	Iteration 24Q: 3 clusters Score -5838272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -5838285.000000 Penalty: 5298.048828
	Iteration 25Q: 3 clusters Score -5838285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5838300.000000 Penalty: 5298.048828
	Iteration 26Q: 3 clusters Score -5838300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -5838304.000000 Penalty: 5298.048828
	Iteration 27Q: 3 clusters Score -5838304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -5838306.000000 Penalty: 5298.048828
	Iteration 28Q: 3 clusters Score -5838306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -5838327.000000 Penalty: 5298.048828
	Iteration 29Q: 3 clusters Score -5838327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -5838343.500000 Penalty: 5298.048828
	Iteration 30Q: 3 clusters Score -5838344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -5838348.500000 Penalty: 5298.048828
	Iteration 31Q: 3 clusters Score -5838348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -5838347.500000 Penalty: 5298.048828
	Iteration 32Q: 3 clusters Score -5838348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -5838346.500000 Penalty: 5298.048828
	Iteration 33Q: 3 clusters Score -5838346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -5838345.500000 Penalty: 5298.048828
	Iteration 34Q: 3 clusters Score -5838346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -5838345.500000 Penalty: 5298.048828
	Iteration 35F: 3 clusters Score -5838346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103456.054688 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -101726.835938 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101726.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -102249.343750 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102249.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -102588.585938 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -102588.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102956.117188 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -102956.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103260.039062 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -103260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -103453.210938 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -103453.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -103590.093750 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -103590.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103769.976562 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -103770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103887.906250 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -103887.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103898.703125 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -103898.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103903.312500 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -103903.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103907.953125 Penalty: 3322.340820
	Iteration 11F: 3 clusters Score -103908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103932.710938 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -103932.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103936.703125 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -103936.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103940.195312 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -103940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103940.195312 Penalty: 3322.340820
	Iteration 15F: 3 clusters Score -103940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 37949 members 
Mstep: Class 3 contains 18861 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 43545 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 49242 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 59592 members 
Mstep: Class 10 contains 1013 members 
Mstep: Class 11 contains 20386 members 
Mstep: Class 12 contains 88011 members 
Mstep: Class 13 contains 29758 members 
Mstep: Class 14 contains 276592 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 16458 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 24498 members 
Mstep: Class 19 contains 153580 members 
Mstep: Class 20 contains 1386 members 
Mstep: Class 21 contains 7093 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6694 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 314 members 
Entering Unmasked Estep 
Score: -122219208.000000 Penalty: 85049.742188
Splitting cluster 6 changes total score from -122220120.000000 to -122219208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (49242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Entering Unmasked Estep 
Score: -6800038.500000 Penalty: 2679.516602
	Iteration 0F: 2 clusters Score -6800038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -6766740.000000 Penalty: 5359.033203
	Iteration 0F: 3 clusters Score -6766740 nChanged 22816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -6779638.500000 Penalty: 5359.033203
	Iteration 1F: 3 clusters Score -6779638 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -6780597.000000 Penalty: 5359.033203
	Iteration 2Q: 3 clusters Score -6780597 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -6781910.500000 Penalty: 5359.033203
	Iteration 3F: 3 clusters Score -6781910 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31320 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -6783774.000000 Penalty: 5359.033203
	Iteration 4F: 3 clusters Score -6783774 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -6786041.000000 Penalty: 5359.033203
	Iteration 5F: 3 clusters Score -6786041 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -6788349.500000 Penalty: 5359.033203
	Iteration 6F: 3 clusters Score -6788350 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -6790444.000000 Penalty: 5359.033203
	Iteration 7F: 3 clusters Score -6790444 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -6792280.500000 Penalty: 5359.033203
	Iteration 8F: 3 clusters Score -6792280 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -6793873.000000 Penalty: 5359.033203
	Iteration 9Q: 3 clusters Score -6793873 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -6795093.000000 Penalty: 5359.033203
	Iteration 10Q: 3 clusters Score -6795093 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -6795884.000000 Penalty: 5359.033203
	Iteration 11Q: 3 clusters Score -6795884 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -6796375.500000 Penalty: 5359.033203
	Iteration 12Q: 3 clusters Score -6796376 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -6796742.500000 Penalty: 5359.033203
	Iteration 13Q: 3 clusters Score -6796742 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47375 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6797019.000000 Penalty: 5359.033203
	Iteration 14Q: 3 clusters Score -6797019 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -6797226.000000 Penalty: 5359.033203
	Iteration 15Q: 3 clusters Score -6797226 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6797349.000000 Penalty: 5359.033203
	Iteration 16Q: 3 clusters Score -6797349 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -6797450.500000 Penalty: 5359.033203
	Iteration 17Q: 3 clusters Score -6797450 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -6797500.500000 Penalty: 5359.033203
	Iteration 18Q: 3 clusters Score -6797500 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -6797531.500000 Penalty: 5359.033203
	Iteration 19Q: 3 clusters Score -6797532 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6797568.000000 Penalty: 5359.033203
	Iteration 20F: 3 clusters Score -6797568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6797594.500000 Penalty: 5359.033203
	Iteration 21Q: 3 clusters Score -6797594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6797624.500000 Penalty: 5359.033203
	Iteration 22Q: 3 clusters Score -6797624 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6797646.500000 Penalty: 5359.033203
	Iteration 23Q: 3 clusters Score -6797646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6797666.500000 Penalty: 5359.033203
	Iteration 24Q: 3 clusters Score -6797666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6797683.500000 Penalty: 5359.033203
	Iteration 25Q: 3 clusters Score -6797684 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6797696.500000 Penalty: 5359.033203
	Iteration 26Q: 3 clusters Score -6797696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6797695.500000 Penalty: 5359.033203
	Iteration 27Q: 3 clusters Score -6797696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6797701.000000 Penalty: 5359.033203
	Iteration 28Q: 3 clusters Score -6797701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48576 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6797729.500000 Penalty: 5359.033203
	Iteration 29Q: 3 clusters Score -6797730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48594 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6797747.000000 Penalty: 5359.033203
	Iteration 30Q: 3 clusters Score -6797747 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48610 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6797753.500000 Penalty: 5359.033203
	Iteration 31Q: 3 clusters Score -6797754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6797769.500000 Penalty: 5359.033203
	Iteration 32Q: 3 clusters Score -6797770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6797784.000000 Penalty: 5359.033203
	Iteration 33Q: 3 clusters Score -6797784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6797788.000000 Penalty: 5359.033203
	Iteration 34Q: 3 clusters Score -6797788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6797790.000000 Penalty: 5359.033203
	Iteration 35Q: 3 clusters Score -6797790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6797792.000000 Penalty: 5359.033203
	Iteration 36Q: 3 clusters Score -6797792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6797794.500000 Penalty: 5359.033203
	Iteration 37Q: 3 clusters Score -6797794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6797796.500000 Penalty: 5359.033203
	Iteration 38Q: 3 clusters Score -6797796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6797796.500000 Penalty: 5359.033203
	Iteration 39F: 3 clusters Score -6797796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Entering Unmasked Estep 
Score: -725480.312500 Penalty: 2132.175537
	Iteration 0F: 2 clusters Score -725480.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -720729.187500 Penalty: 4264.351074
	Iteration 0F: 3 clusters Score -720729.2 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -722187.250000 Penalty: 4264.351074
	Iteration 1F: 3 clusters Score -722187.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -722711.562500 Penalty: 4264.351074
	Iteration 2F: 3 clusters Score -722711.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -723180.250000 Penalty: 4264.351074
	Iteration 3F: 3 clusters Score -723180.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -723549.375000 Penalty: 4264.351074
	Iteration 4F: 3 clusters Score -723549.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -723777.312500 Penalty: 4264.351074
	Iteration 5F: 3 clusters Score -723777.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -723895.750000 Penalty: 4264.351074
	Iteration 6Q: 3 clusters Score -723895.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -723957.750000 Penalty: 4264.351074
	Iteration 7Q: 3 clusters Score -723957.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -723993.437500 Penalty: 4264.351074
	Iteration 8Q: 3 clusters Score -723993.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -724016.375000 Penalty: 4264.351074
	Iteration 9Q: 3 clusters Score -724016.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -724025.375000 Penalty: 4264.351074
	Iteration 10Q: 3 clusters Score -724025.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -724029.562500 Penalty: 4264.351074
	Iteration 11Q: 3 clusters Score -724029.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -724033.812500 Penalty: 4264.351074
	Iteration 12Q: 3 clusters Score -724033.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -724039.500000 Penalty: 4264.351074
	Iteration 13Q: 3 clusters Score -724039.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -724046.500000 Penalty: 4264.351074
	Iteration 14Q: 3 clusters Score -724046.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -724054.562500 Penalty: 4264.351074
	Iteration 15Q: 3 clusters Score -724054.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -724064.937500 Penalty: 4264.351074
	Iteration 16Q: 3 clusters Score -724064.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -724068.812500 Penalty: 4264.351074
	Iteration 17Q: 3 clusters Score -724068.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -724072.937500 Penalty: 4264.351074
	Iteration 18Q: 3 clusters Score -724072.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -724076.875000 Penalty: 4264.351074
	Iteration 19Q: 3 clusters Score -724076.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -724078.625000 Penalty: 4264.351074
	Iteration 20F: 3 clusters Score -724078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -724081.687500 Penalty: 4264.351074
	Iteration 21Q: 3 clusters Score -724081.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -724085.437500 Penalty: 4264.351074
	Iteration 22Q: 3 clusters Score -724085.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -724088.750000 Penalty: 4264.351074
	Iteration 23Q: 3 clusters Score -724088.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -724089.000000 Penalty: 4264.351074
	Iteration 24Q: 3 clusters Score -724089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -724090.187500 Penalty: 4264.351074
	Iteration 25Q: 3 clusters Score -724090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -724090.187500 Penalty: 4264.351074
	Iteration 26F: 3 clusters Score -724090.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (59592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59592 members 
Entering Unmasked Estep 
Score: -8258319.000000 Penalty: 2726.828613
	Iteration 0F: 2 clusters Score -8258319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -8218195.000000 Penalty: 5453.657227
	Iteration 0F: 3 clusters Score -8218195 nChanged 27732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -8234050.500000 Penalty: 5453.657227
	Iteration 1F: 3 clusters Score -8234050 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -8234977.000000 Penalty: 5453.657227
	Iteration 2Q: 3 clusters Score -8234977 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -8236184.000000 Penalty: 5453.657227
	Iteration 3Q: 3 clusters Score -8236184 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -8237695.500000 Penalty: 5453.657227
	Iteration 4F: 3 clusters Score -8237696 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -8239435.000000 Penalty: 5453.657227
	Iteration 5F: 3 clusters Score -8239435 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -8241307.500000 Penalty: 5453.657227
	Iteration 6F: 3 clusters Score -8241308 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -8243604.000000 Penalty: 5453.657227
	Iteration 7F: 3 clusters Score -8243604 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -8245953.000000 Penalty: 5453.657227
	Iteration 8F: 3 clusters Score -8245953 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -8248358.000000 Penalty: 5453.657227
	Iteration 9F: 3 clusters Score -8248358 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -8250371.000000 Penalty: 5453.657227
	Iteration 10Q: 3 clusters Score -8250371 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -8251996.500000 Penalty: 5453.657227
	Iteration 11Q: 3 clusters Score -8251996 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -8253216.500000 Penalty: 5453.657227
	Iteration 12Q: 3 clusters Score -8253216 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 47343 members 
Entering Unmasked Estep 
Score: -8254016.000000 Penalty: 5453.657227
	Iteration 13Q: 3 clusters Score -8254016 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -8254606.000000 Penalty: 5453.657227
	Iteration 14Q: 3 clusters Score -8254606 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -8255101.000000 Penalty: 5453.657227
	Iteration 15Q: 3 clusters Score -8255101 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -8255515.000000 Penalty: 5453.657227
	Iteration 16Q: 3 clusters Score -8255515 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -8255842.000000 Penalty: 5453.657227
	Iteration 17Q: 3 clusters Score -8255842 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -8256075.500000 Penalty: 5453.657227
	Iteration 18Q: 3 clusters Score -8256076 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -8256224.500000 Penalty: 5453.657227
	Iteration 19Q: 3 clusters Score -8256224 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -8256247.500000 Penalty: 5453.657227
	Iteration 20F: 3 clusters Score -8256248 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 48397 members 
Entering Unmasked Estep 
Score: -8256297.500000 Penalty: 5453.657227
	Iteration 21Q: 3 clusters Score -8256298 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -8256336.500000 Penalty: 5453.657227
	Iteration 22Q: 3 clusters Score -8256336 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -8256371.000000 Penalty: 5453.657227
	Iteration 23Q: 3 clusters Score -8256371 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -8256385.000000 Penalty: 5453.657227
	Iteration 24Q: 3 clusters Score -8256385 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -8256401.000000 Penalty: 5453.657227
	Iteration 25Q: 3 clusters Score -8256401 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -8256403.500000 Penalty: 5453.657227
	Iteration 26Q: 3 clusters Score -8256404 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -8256393.500000 Penalty: 5453.657227
	Iteration 27Q: 3 clusters Score -8256394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 48875 members 
Entering Unmasked Estep 
Score: -8256393.500000 Penalty: 5453.657227
	Iteration 28Q: 3 clusters Score -8256394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 48903 members 
Entering Unmasked Estep 
Score: -8256409.500000 Penalty: 5453.657227
	Iteration 29Q: 3 clusters Score -8256410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -8256407.000000 Penalty: 5453.657227
	Iteration 30Q: 3 clusters Score -8256407 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -8256408.000000 Penalty: 5453.657227
	Iteration 31Q: 3 clusters Score -8256408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -8256412.000000 Penalty: 5453.657227
	Iteration 32Q: 3 clusters Score -8256412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -8256423.500000 Penalty: 5453.657227
	Iteration 33Q: 3 clusters Score -8256424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 48989 members 
Entering Unmasked Estep 
Score: -8256423.000000 Penalty: 5453.657227
	Iteration 34Q: 3 clusters Score -8256423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -8256424.500000 Penalty: 5453.657227
	Iteration 35Q: 3 clusters Score -8256424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 49001 members 
Entering Unmasked Estep 
Score: -8256426.000000 Penalty: 5453.657227
	Iteration 36Q: 3 clusters Score -8256426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 49004 members 
Entering Unmasked Estep 
Score: -8256428.000000 Penalty: 5453.657227
	Iteration 37Q: 3 clusters Score -8256428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -8256424.000000 Penalty: 5453.657227
	Iteration 38Q: 3 clusters Score -8256424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 49012 members 
Entering Unmasked Estep 
Score: -8256425.500000 Penalty: 5453.657227
	Iteration 39Q: 3 clusters Score -8256426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 49014 members 
Entering Unmasked Estep 
Score: -8256418.500000 Penalty: 5453.657227
	Iteration 40F: 3 clusters Score -8256418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -8256423.000000 Penalty: 5453.657227
	Iteration 41Q: 3 clusters Score -8256423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 49019 members 
Entering Unmasked Estep 
Score: -8256418.500000 Penalty: 5453.657227
	Iteration 42Q: 3 clusters Score -8256418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -8256422.000000 Penalty: 5453.657227
	Iteration 43Q: 3 clusters Score -8256422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -8256419.000000 Penalty: 5453.657227
	Iteration 44Q: 3 clusters Score -8256419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -8256417.000000 Penalty: 5453.657227
	Iteration 45Q: 3 clusters Score -8256417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -8256417.000000 Penalty: 5453.657227
	Iteration 46F: 3 clusters Score -8256417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -123480.281250 Penalty: 1716.326538
	Iteration 0F: 2 clusters Score -123480.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -121615.414062 Penalty: 3432.653076
	Iteration 0F: 3 clusters Score -121615.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -122010.562500 Penalty: 3432.653076
	Iteration 1F: 3 clusters Score -122010.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -122246.101562 Penalty: 3432.653076
	Iteration 2F: 3 clusters Score -122246.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -122477.289062 Penalty: 3432.653076
	Iteration 3Q: 3 clusters Score -122477.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -122560.257812 Penalty: 3432.653076
	Iteration 4Q: 3 clusters Score -122560.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -122609.031250 Penalty: 3432.653076
	Iteration 5Q: 3 clusters Score -122609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -122630.726562 Penalty: 3432.653076
	Iteration 6Q: 3 clusters Score -122630.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -122662.000000 Penalty: 3432.653076
	Iteration 7Q: 3 clusters Score -122662 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -122684.539062 Penalty: 3432.653076
	Iteration 8Q: 3 clusters Score -122684.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -122698.117188 Penalty: 3432.653076
	Iteration 9Q: 3 clusters Score -122698.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -122704.328125 Penalty: 3432.653076
	Iteration 10Q: 3 clusters Score -122704.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -122707.000000 Penalty: 3432.653076
	Iteration 11Q: 3 clusters Score -122707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -122707.929688 Penalty: 3432.653076
	Iteration 12Q: 3 clusters Score -122707.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -122712.359375 Penalty: 3432.653076
	Iteration 13Q: 3 clusters Score -122712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -122722.703125 Penalty: 3432.653076
	Iteration 14Q: 3 clusters Score -122722.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -122724.296875 Penalty: 3432.653076
	Iteration 15Q: 3 clusters Score -122724.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -122725.164062 Penalty: 3432.653076
	Iteration 16Q: 3 clusters Score -122725.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -122727.890625 Penalty: 3432.653076
	Iteration 17Q: 3 clusters Score -122727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -122729.929688 Penalty: 3432.653076
	Iteration 18Q: 3 clusters Score -122729.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -122732.718750 Penalty: 3432.653076
	Iteration 19Q: 3 clusters Score -122732.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -122734.734375 Penalty: 3432.653076
	Iteration 20F: 3 clusters Score -122734.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -122735.437500 Penalty: 3432.653076
	Iteration 21Q: 3 clusters Score -122735.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -122735.437500 Penalty: 3432.653076
	Iteration 22F: 3 clusters Score -122735.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (20386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Entering Unmasked Estep 
Score: -2858878.750000 Penalty: 2460.805664
	Iteration 0F: 2 clusters Score -2858879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -2844565.000000 Penalty: 4921.611328
	Iteration 0F: 3 clusters Score -2844565 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2849348.750000 Penalty: 4921.611328
	Iteration 1F: 3 clusters Score -2849349 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2849640.250000 Penalty: 4921.611328
	Iteration 2Q: 3 clusters Score -2849640 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2849884.000000 Penalty: 4921.611328
	Iteration 3Q: 3 clusters Score -2849884 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2850108.750000 Penalty: 4921.611328
	Iteration 4Q: 3 clusters Score -2850109 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2850308.750000 Penalty: 4921.611328
	Iteration 5Q: 3 clusters Score -2850309 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2850500.000000 Penalty: 4921.611328
	Iteration 6Q: 3 clusters Score -2850500 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -2850725.000000 Penalty: 4921.611328
	Iteration 7Q: 3 clusters Score -2850725 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -2850979.000000 Penalty: 4921.611328
	Iteration 8Q: 3 clusters Score -2850979 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2851317.750000 Penalty: 4921.611328
	Iteration 9Q: 3 clusters Score -2851318 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2851810.500000 Penalty: 4921.611328
	Iteration 10Q: 3 clusters Score -2851810 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2852534.500000 Penalty: 4921.611328
	Iteration 11F: 3 clusters Score -2852534 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2853426.750000 Penalty: 4921.611328
	Iteration 12F: 3 clusters Score -2853427 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2854388.500000 Penalty: 4921.611328
	Iteration 13F: 3 clusters Score -2854388 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2855252.750000 Penalty: 4921.611328
	Iteration 14Q: 3 clusters Score -2855253 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2855913.500000 Penalty: 4921.611328
	Iteration 15Q: 3 clusters Score -2855914 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2856328.500000 Penalty: 4921.611328
	Iteration 16Q: 3 clusters Score -2856328 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2856574.250000 Penalty: 4921.611328
	Iteration 17Q: 3 clusters Score -2856574 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2856728.750000 Penalty: 4921.611328
	Iteration 18Q: 3 clusters Score -2856729 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2856816.500000 Penalty: 4921.611328
	Iteration 19Q: 3 clusters Score -2856816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2856882.750000 Penalty: 4921.611328
	Iteration 20F: 3 clusters Score -2856883 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2856929.750000 Penalty: 4921.611328
	Iteration 21Q: 3 clusters Score -2856930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2856955.750000 Penalty: 4921.611328
	Iteration 22Q: 3 clusters Score -2856956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2856973.250000 Penalty: 4921.611328
	Iteration 23Q: 3 clusters Score -2856973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2856978.750000 Penalty: 4921.611328
	Iteration 24Q: 3 clusters Score -2856979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2856988.500000 Penalty: 4921.611328
	Iteration 25Q: 3 clusters Score -2856988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2857000.250000 Penalty: 4921.611328
	Iteration 26Q: 3 clusters Score -2857000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2857007.000000 Penalty: 4921.611328
	Iteration 27Q: 3 clusters Score -2857007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2857015.500000 Penalty: 4921.611328
	Iteration 28Q: 3 clusters Score -2857016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2857017.000000 Penalty: 4921.611328
	Iteration 29Q: 3 clusters Score -2857017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2857019.500000 Penalty: 4921.611328
	Iteration 30Q: 3 clusters Score -2857020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2857025.000000 Penalty: 4921.611328
	Iteration 31Q: 3 clusters Score -2857025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2857028.750000 Penalty: 4921.611328
	Iteration 32Q: 3 clusters Score -2857029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2857025.750000 Penalty: 4921.611328
	Iteration 33Q: 3 clusters Score -2857026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2857029.500000 Penalty: 4921.611328
	Iteration 34Q: 3 clusters Score -2857030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2857029.250000 Penalty: 4921.611328
	Iteration 35Q: 3 clusters Score -2857029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2857031.250000 Penalty: 4921.611328
	Iteration 36Q: 3 clusters Score -2857031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2857031.250000 Penalty: 4921.611328
	Iteration 37F: 3 clusters Score -2857031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (88011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88011 members 
Entering Unmasked Estep 
Score: -12149627.000000 Penalty: 2823.533691
	Iteration 0F: 2 clusters Score -1.214963e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -12090724.000000 Penalty: 5647.067383
	Iteration 0F: 3 clusters Score -1.209072e+07 nChanged 41538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 44084 members 
Entering Unmasked Estep 
Score: -12113939.000000 Penalty: 5647.067383
	Iteration 1F: 3 clusters Score -1.211394e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -12114528.000000 Penalty: 5647.067383
	Iteration 2Q: 3 clusters Score -1.211453e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -12115074.000000 Penalty: 5647.067383
	Iteration 3Q: 3 clusters Score -1.211507e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -12115698.000000 Penalty: 5647.067383
	Iteration 4Q: 3 clusters Score -1.21157e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -12116452.000000 Penalty: 5647.067383
	Iteration 5Q: 3 clusters Score -1.211645e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -12117399.000000 Penalty: 5647.067383
	Iteration 6Q: 3 clusters Score -1.21174e+07 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 50472 members 
Entering Unmasked Estep 
Score: -12118866.000000 Penalty: 5647.067383
	Iteration 7Q: 3 clusters Score -1.211887e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -12121351.000000 Penalty: 5647.067383
	Iteration 8F: 3 clusters Score -1.212135e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 57978 members 
Entering Unmasked Estep 
Score: -12125005.000000 Penalty: 5647.067383
	Iteration 9F: 3 clusters Score -1.2125e+07 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 62630 members 
Entering Unmasked Estep 
Score: -12129609.000000 Penalty: 5647.067383
	Iteration 10F: 3 clusters Score -1.212961e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 66760 members 
Entering Unmasked Estep 
Score: -12133995.000000 Penalty: 5647.067383
	Iteration 11F: 3 clusters Score -1.2134e+07 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 69966 members 
Entering Unmasked Estep 
Score: -12137283.000000 Penalty: 5647.067383
	Iteration 12F: 3 clusters Score -1.213728e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 72178 members 
Entering Unmasked Estep 
Score: -12139285.000000 Penalty: 5647.067383
	Iteration 13Q: 3 clusters Score -1.213928e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 73935 members 
Entering Unmasked Estep 
Score: -12140545.000000 Penalty: 5647.067383
	Iteration 14Q: 3 clusters Score -1.214054e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -12141462.000000 Penalty: 5647.067383
	Iteration 15Q: 3 clusters Score -1.214146e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 76930 members 
Entering Unmasked Estep 
Score: -12142263.000000 Penalty: 5647.067383
	Iteration 16Q: 3 clusters Score -1.214226e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -12142950.000000 Penalty: 5647.067383
	Iteration 17Q: 3 clusters Score -1.214295e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 79346 members 
Entering Unmasked Estep 
Score: -12143606.000000 Penalty: 5647.067383
	Iteration 18Q: 3 clusters Score -1.214361e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -12144197.000000 Penalty: 5647.067383
	Iteration 19Q: 3 clusters Score -1.21442e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 81301 members 
Entering Unmasked Estep 
Score: -12144699.000000 Penalty: 5647.067383
	Iteration 20F: 3 clusters Score -1.21447e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 82126 members 
Entering Unmasked Estep 
Score: -12145216.000000 Penalty: 5647.067383
	Iteration 21Q: 3 clusters Score -1.214522e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 82823 members 
Entering Unmasked Estep 
Score: -12145642.000000 Penalty: 5647.067383
	Iteration 22Q: 3 clusters Score -1.214564e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -12145971.000000 Penalty: 5647.067383
	Iteration 23Q: 3 clusters Score -1.214597e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -12146241.000000 Penalty: 5647.067383
	Iteration 24Q: 3 clusters Score -1.214624e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -12146428.000000 Penalty: 5647.067383
	Iteration 25Q: 3 clusters Score -1.214643e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 84582 members 
Entering Unmasked Estep 
Score: -12146555.000000 Penalty: 5647.067383
	Iteration 26Q: 3 clusters Score -1.214656e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 84863 members 
Entering Unmasked Estep 
Score: -12146677.000000 Penalty: 5647.067383
	Iteration 27Q: 3 clusters Score -1.214668e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -12146770.000000 Penalty: 5647.067383
	Iteration 28Q: 3 clusters Score -1.214677e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 85356 members 
Entering Unmasked Estep 
Score: -12146875.000000 Penalty: 5647.067383
	Iteration 29Q: 3 clusters Score -1.214688e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 85549 members 
Entering Unmasked Estep 
Score: -12146926.000000 Penalty: 5647.067383
	Iteration 30Q: 3 clusters Score -1.214693e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 85712 members 
Entering Unmasked Estep 
Score: -12146988.000000 Penalty: 5647.067383
	Iteration 31Q: 3 clusters Score -1.214699e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 85846 members 
Entering Unmasked Estep 
Score: -12147007.000000 Penalty: 5647.067383
	Iteration 32Q: 3 clusters Score -1.214701e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 85962 members 
Entering Unmasked Estep 
Score: -12147069.000000 Penalty: 5647.067383
	Iteration 33Q: 3 clusters Score -1.214707e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -12147110.000000 Penalty: 5647.067383
	Iteration 34Q: 3 clusters Score -1.214711e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 86153 members 
Entering Unmasked Estep 
Score: -12147136.000000 Penalty: 5647.067383
	Iteration 35Q: 3 clusters Score -1.214714e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 86236 members 
Entering Unmasked Estep 
Score: -12147190.000000 Penalty: 5647.067383
	Iteration 36Q: 3 clusters Score -1.214719e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 86303 members 
Entering Unmasked Estep 
Score: -12147223.000000 Penalty: 5647.067383
	Iteration 37Q: 3 clusters Score -1.214722e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 86354 members 
Entering Unmasked Estep 
Score: -12147224.000000 Penalty: 5647.067383
	Iteration 38Q: 3 clusters Score -1.214722e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -12147230.000000 Penalty: 5647.067383
	Iteration 39Q: 3 clusters Score -1.214723e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -12147270.000000 Penalty: 5647.067383
	Iteration 40F: 3 clusters Score -1.214727e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 86498 members 
Entering Unmasked Estep 
Score: -12147300.000000 Penalty: 5647.067383
	Iteration 41Q: 3 clusters Score -1.21473e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -12147318.000000 Penalty: 5647.067383
	Iteration 42Q: 3 clusters Score -1.214732e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 86583 members 
Entering Unmasked Estep 
Score: -12147325.000000 Penalty: 5647.067383
	Iteration 43Q: 3 clusters Score -1.214732e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -12147333.000000 Penalty: 5647.067383
	Iteration 44Q: 3 clusters Score -1.214733e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 86643 members 
Entering Unmasked Estep 
Score: -12147331.000000 Penalty: 5647.067383
	Iteration 45Q: 3 clusters Score -1.214733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -12147346.000000 Penalty: 5647.067383
	Iteration 46Q: 3 clusters Score -1.214735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -12147334.000000 Penalty: 5647.067383
	Iteration 47Q: 3 clusters Score -1.214733e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 86714 members 
Entering Unmasked Estep 
Score: -12147335.000000 Penalty: 5647.067383
	Iteration 48Q: 3 clusters Score -1.214734e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -12147367.000000 Penalty: 5647.067383
	Iteration 49Q: 3 clusters Score -1.214737e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -12147384.000000 Penalty: 5647.067383
	Iteration 50Q: 3 clusters Score -1.214738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 86779 members 
Entering Unmasked Estep 
Score: -12147385.000000 Penalty: 5647.067383
	Iteration 51Q: 3 clusters Score -1.214738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -12147380.000000 Penalty: 5647.067383
	Iteration 52Q: 3 clusters Score -1.214738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 86806 members 
Entering Unmasked Estep 
Score: -12147389.000000 Penalty: 5647.067383
	Iteration 53Q: 3 clusters Score -1.214739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -12147404.000000 Penalty: 5647.067383
	Iteration 54Q: 3 clusters Score -1.21474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -12147421.000000 Penalty: 5647.067383
	Iteration 55Q: 3 clusters Score -1.214742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -12147411.000000 Penalty: 5647.067383
	Iteration 56Q: 3 clusters Score -1.214741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 86837 members 
Entering Unmasked Estep 
Score: -12147409.000000 Penalty: 5647.067383
	Iteration 57Q: 3 clusters Score -1.214741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -12147410.000000 Penalty: 5647.067383
	Iteration 58Q: 3 clusters Score -1.214741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 86843 members 
Entering Unmasked Estep 
Score: -12147408.000000 Penalty: 5647.067383
	Iteration 59Q: 3 clusters Score -1.214741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -12147416.000000 Penalty: 5647.067383
	Iteration 60F: 3 clusters Score -1.214742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 86851 members 
Entering Unmasked Estep 
Score: -12147434.000000 Penalty: 5647.067383
	Iteration 61Q: 3 clusters Score -1.214743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 86857 members 
Entering Unmasked Estep 
Score: -12147430.000000 Penalty: 5647.067383
	Iteration 62Q: 3 clusters Score -1.214743e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 86864 members 
Entering Unmasked Estep 
Score: -12147430.000000 Penalty: 5647.067383
	Iteration 63Q: 3 clusters Score -1.214743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -12147428.000000 Penalty: 5647.067383
	Iteration 64Q: 3 clusters Score -1.214743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -12147433.000000 Penalty: 5647.067383
	Iteration 65Q: 3 clusters Score -1.214743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -12147427.000000 Penalty: 5647.067383
	Iteration 66Q: 3 clusters Score -1.214743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -12147429.000000 Penalty: 5647.067383
	Iteration 67Q: 3 clusters Score -1.214743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 86867 members 
Entering Unmasked Estep 
Score: -12147429.000000 Penalty: 5647.067383
	Iteration 68F: 3 clusters Score -1.214743e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Entering Unmasked Estep 
Score: -4015863.000000 Penalty: 2554.611816
	Iteration 0F: 2 clusters Score -4015863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3995307.250000 Penalty: 5109.223633
	Iteration 0F: 3 clusters Score -3995307 nChanged 13482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -4002883.750000 Penalty: 5109.223633
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4005340 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -4006170 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -4007129 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -4008169 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -4009151 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4010823 nChanged 965
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4011448 nChanged 785
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4011861 nChanged 668
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4012184 nChanged 529
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Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4012384 nChanged 394
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4012530 nChanged 352
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Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4012641 nChanged 282
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Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4012707 nChanged 231
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Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4012764 nChanged 184
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Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4012807 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4012846 nChanged 153
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Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4012882 nChanged 134
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Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4012916 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4012952 nChanged 121
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Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4012984 nChanged 114
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Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4012999 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4013014 nChanged 105
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Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4013031 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4013048 nChanged 122
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Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4013080 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4013106 nChanged 106
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Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4013132 nChanged 94
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -4013140.250000 Penalty: 5109.223633
	Iteration 33Q: 3 clusters Score -4013140 nChanged 92
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Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -4013160.500000 Penalty: 5109.223633
	Iteration 34Q: 3 clusters Score -4013160 nChanged 86
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Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4013164 nChanged 90
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Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4013184 nChanged 93
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Mstep: Class 1 contains 24713 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4013205 nChanged 77
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Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4013216 nChanged 67
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4013220 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4013221 nChanged 70
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Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4013243 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4013261 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4013269 nChanged 59
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4013276 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4013278 nChanged 56
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Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 4470 members 
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	Iteration 46Q: 3 clusters Score -4013281 nChanged 46
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Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4013296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -4013308.250000 Penalty: 5109.223633
	Iteration 48Q: 3 clusters Score -4013308 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -4013318.250000 Penalty: 5109.223633
	Iteration 49Q: 3 clusters Score -4013318 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4013316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4013332 nChanged 36
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Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4013331 nChanged 40
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Mstep: Class 1 contains 25588 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4013345 nChanged 43
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Mstep: Class 1 contains 25631 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4013346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4013362 nChanged 54
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Mstep: Class 1 contains 25736 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4013357 nChanged 52
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4013372 nChanged 42
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Mstep: Class 1 contains 25830 members 
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	Iteration 58Q: 3 clusters Score -4013381 nChanged 40
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Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 3888 members 
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	Iteration 59Q: 3 clusters Score -4013385 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -4013387.500000 Penalty: 5109.223633
	Iteration 60F: 3 clusters Score -4013388 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -4013390.750000 Penalty: 5109.223633
	Iteration 61Q: 3 clusters Score -4013391 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -4013397.000000 Penalty: 5109.223633
	Iteration 62Q: 3 clusters Score -4013397 nChanged 42
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Mstep: Class 1 contains 26034 members 
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Entering Unmasked Estep 
Score: -4013405.250000 Penalty: 5109.223633
	Iteration 63Q: 3 clusters Score -4013405 nChanged 40
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Mstep: Class 1 contains 26074 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4013416 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26095 members 
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	Iteration 65Q: 3 clusters Score -4013416 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26117 members 
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Entering Unmasked Estep 
Score: -4013422.500000 Penalty: 5109.223633
	Iteration 66Q: 3 clusters Score -4013422 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26134 members 
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	Iteration 67Q: 3 clusters Score -4013424 nChanged 10
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Mstep: Class 1 contains 26144 members 
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	Iteration 68Q: 3 clusters Score -4013426 nChanged 8
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Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4013431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4013432 nChanged 15
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Mstep: Class 1 contains 26175 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4013428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
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Entering Unmasked Estep 
Score: -4013430.750000 Penalty: 5109.223633
	Iteration 72Q: 3 clusters Score -4013431 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26211 members 
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	Iteration 73Q: 3 clusters Score -4013441 nChanged 19
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Mstep: Class 1 contains 26230 members 
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	Iteration 74Q: 3 clusters Score -4013437 nChanged 18
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Mstep: Class 1 contains 26248 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4013438 nChanged 7
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Mstep: Class 1 contains 26255 members 
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	Iteration 76Q: 3 clusters Score -4013439 nChanged 5
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Mstep: Class 1 contains 26260 members 
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	Iteration 77Q: 3 clusters Score -4013446 nChanged 7
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Mstep: Class 1 contains 26267 members 
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	Iteration 78Q: 3 clusters Score -4013449 nChanged 8
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	Iteration 79Q: 3 clusters Score -4013451 nChanged 6
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Mstep: Class 1 contains 26281 members 
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	Iteration 80F: 3 clusters Score -4013448 nChanged 12
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	Iteration 81Q: 3 clusters Score -4013452 nChanged 6
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	Iteration 82Q: 3 clusters Score -4013443 nChanged 7
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	Iteration 83Q: 3 clusters Score -4013443 nChanged 9
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Mstep: Class 1 contains 26315 members 
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	Iteration 84Q: 3 clusters Score -4013441 nChanged 10
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Mstep: Class 1 contains 26325 members 
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	Iteration 85Q: 3 clusters Score -4013441 nChanged 15
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Mstep: Class 1 contains 26340 members 
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	Iteration 86Q: 3 clusters Score -4013438 nChanged 13
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Mstep: Class 1 contains 26353 members 
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	Iteration 87Q: 3 clusters Score -4013442 nChanged 14
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Mstep: Class 1 contains 26367 members 
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	Iteration 88Q: 3 clusters Score -4013446 nChanged 14
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Mstep: Class 1 contains 26381 members 
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	Iteration 89Q: 3 clusters Score -4013444 nChanged 8
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	Iteration 90Q: 3 clusters Score -4013447 nChanged 8
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	Iteration 91Q: 3 clusters Score -4013449 nChanged 10
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4013449 nChanged 12
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	Iteration 93Q: 3 clusters Score -4013447 nChanged 5
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Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -4013455.500000 Penalty: 5109.223633
	Iteration 94Q: 3 clusters Score -4013456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -4013456.250000 Penalty: 5109.223633
	Iteration 95Q: 3 clusters Score -4013456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -4013452.000000 Penalty: 5109.223633
	Iteration 96Q: 3 clusters Score -4013452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -4013449.500000 Penalty: 5109.223633
	Iteration 97Q: 3 clusters Score -4013450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4013456.000000 Penalty: 5109.223633
	Iteration 98Q: 3 clusters Score -4013456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4013460.000000 Penalty: 5109.223633
	Iteration 99Q: 3 clusters Score -4013460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4013462.500000 Penalty: 5109.223633
	Iteration 100F: 3 clusters Score -4013462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4013459.500000 Penalty: 5109.223633
	Iteration 101Q: 3 clusters Score -4013460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4013464.000000 Penalty: 5109.223633
	Iteration 102Q: 3 clusters Score -4013464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4013476.250000 Penalty: 5109.223633
	Iteration 103Q: 3 clusters Score -4013476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4013472.000000 Penalty: 5109.223633
	Iteration 104Q: 3 clusters Score -4013472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -4013474.750000 Penalty: 5109.223633
	Iteration 105Q: 3 clusters Score -4013475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -4013477.250000 Penalty: 5109.223633
	Iteration 106Q: 3 clusters Score -4013477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4013478.750000 Penalty: 5109.223633
	Iteration 107Q: 3 clusters Score -4013479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -4013480.500000 Penalty: 5109.223633
	Iteration 108Q: 3 clusters Score -4013480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -4013481.250000 Penalty: 5109.223633
	Iteration 109Q: 3 clusters Score -4013481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -4013479.750000 Penalty: 5109.223633
	Iteration 110Q: 3 clusters Score -4013480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4013482.250000 Penalty: 5109.223633
	Iteration 111Q: 3 clusters Score -4013482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -4013484.000000 Penalty: 5109.223633
	Iteration 112Q: 3 clusters Score -4013484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -4013482.750000 Penalty: 5109.223633
	Iteration 113Q: 3 clusters Score -4013483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4013482.000000 Penalty: 5109.223633
	Iteration 114Q: 3 clusters Score -4013482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4013483.250000 Penalty: 5109.223633
	Iteration 115Q: 3 clusters Score -4013483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -4013483.000000 Penalty: 5109.223633
	Iteration 116Q: 3 clusters Score -4013483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4013483.000000 Penalty: 5109.223633
	Iteration 117Q: 3 clusters Score -4013483 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4013483.250000 Penalty: 5109.223633
	Iteration 118Q: 3 clusters Score -4013483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4013474.750000 Penalty: 5109.223633
	Iteration 119Q: 3 clusters Score -4013475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -4013479.250000 Penalty: 5109.223633
	Iteration 120F: 3 clusters Score -4013479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -4013484.250000 Penalty: 5109.223633
	Iteration 121Q: 3 clusters Score -4013484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -4013485.000000 Penalty: 5109.223633
	Iteration 122Q: 3 clusters Score -4013485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4013479.750000 Penalty: 5109.223633
	Iteration 123Q: 3 clusters Score -4013480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4013477.500000 Penalty: 5109.223633
	Iteration 124Q: 3 clusters Score -4013478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -4013478.500000 Penalty: 5109.223633
	Iteration 125Q: 3 clusters Score -4013478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4013481.500000 Penalty: 5109.223633
	Iteration 126Q: 3 clusters Score -4013482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -4013481.500000 Penalty: 5109.223633
	Iteration 127F: 3 clusters Score -4013482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (276592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276592 members 
Entering Unmasked Estep 
Score: -38631464.000000 Penalty: 3107.514160
	Iteration 0F: 2 clusters Score -3.863146e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138138 members 
Mstep: Class 2 contains 138454 members 
Entering Unmasked Estep 
Score: -38478104.000000 Penalty: 6215.028320
	Iteration 0F: 3 clusters Score -3.84781e+07 nChanged 133861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133501 members 
Mstep: Class 2 contains 143091 members 
Entering Unmasked Estep 
Score: -38556120.000000 Penalty: 6215.028320
	Iteration 1F: 3 clusters Score -3.855612e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130465 members 
Mstep: Class 2 contains 146127 members 
Entering Unmasked Estep 
Score: -38557808.000000 Penalty: 6215.028320
	Iteration 2Q: 3 clusters Score -3.855781e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125650 members 
Mstep: Class 2 contains 150942 members 
Entering Unmasked Estep 
Score: -38560832.000000 Penalty: 6215.028320
	Iteration 3Q: 3 clusters Score -3.856083e+07 nChanged 12130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118054 members 
Mstep: Class 2 contains 158538 members 
Entering Unmasked Estep 
Score: -38565636.000000 Penalty: 6215.028320
	Iteration 4Q: 3 clusters Score -3.856564e+07 nChanged 15895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106951 members 
Mstep: Class 2 contains 169641 members 
Entering Unmasked Estep 
Score: -38573940.000000 Penalty: 6215.028320
	Iteration 5F: 3 clusters Score -3.857394e+07 nChanged 19177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92764 members 
Mstep: Class 2 contains 183828 members 
Entering Unmasked Estep 
Score: -38585424.000000 Penalty: 6215.028320
	Iteration 6F: 3 clusters Score -3.858542e+07 nChanged 20233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77021 members 
Mstep: Class 2 contains 199571 members 
Entering Unmasked Estep 
Score: -38598952.000000 Penalty: 6215.028320
	Iteration 7F: 3 clusters Score -3.859895e+07 nChanged 18650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61591 members 
Mstep: Class 2 contains 215001 members 
Entering Unmasked Estep 
Score: -38611716.000000 Penalty: 6215.028320
	Iteration 8F: 3 clusters Score -3.861172e+07 nChanged 15777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 229128 members 
Entering Unmasked Estep 
Score: -38622484.000000 Penalty: 6215.028320
	Iteration 9F: 3 clusters Score -3.862248e+07 nChanged 12707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 241389 members 
Entering Unmasked Estep 
Score: -38631376.000000 Penalty: 6215.028320
	Iteration 10Q: 3 clusters Score -3.863138e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 253129 members 
Entering Unmasked Estep 
Score: -38635660.000000 Penalty: 6215.028320
	Iteration 11Q: 3 clusters Score -3.863566e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 263451 members 
Entering Unmasked Estep 
Score: -38634728.000000 Penalty: 6215.028320
	Iteration 12Q: 3 clusters Score -3.863473e+07 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 270731 members 
Entering Unmasked Estep 
Score: -38631780.000000 Penalty: 6215.028320
	Iteration 13Q: 3 clusters Score -3.863178e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 274253 members 
Entering Unmasked Estep 
Score: -38629976.000000 Penalty: 6215.028320
	Iteration 14Q: 3 clusters Score -3.862998e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 275564 members 
Entering Unmasked Estep 
Score: -38629248.000000 Penalty: 6215.028320
	Iteration 15Q: 3 clusters Score -3.862925e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 275979 members 
Entering Unmasked Estep 
Score: -38629024.000000 Penalty: 6215.028320
	Iteration 16Q: 3 clusters Score -3.862902e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 276133 members 
Entering Unmasked Estep 
Score: -38628916.000000 Penalty: 6215.028320
	Iteration 17Q: 3 clusters Score -3.862892e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 276183 members 
Entering Unmasked Estep 
Score: -38628960.000000 Penalty: 6215.028320
	Iteration 18Q: 3 clusters Score -3.862896e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 276207 members 
Entering Unmasked Estep 
Score: -38628972.000000 Penalty: 6215.028320
	Iteration 19Q: 3 clusters Score -3.862897e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 276218 members 
Entering Unmasked Estep 
Score: -38628968.000000 Penalty: 6215.028320
	Iteration 20F: 3 clusters Score -3.862897e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 276221 members 
Entering Unmasked Estep 
Score: -38629024.000000 Penalty: 6215.028320
	Iteration 21Q: 3 clusters Score -3.862902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 276228 members 
Entering Unmasked Estep 
Score: -38629060.000000 Penalty: 6215.028320
	Iteration 22Q: 3 clusters Score -3.862906e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 276239 members 
Entering Unmasked Estep 
Score: -38629088.000000 Penalty: 6215.028320
	Iteration 23Q: 3 clusters Score -3.862909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 276240 members 
Entering Unmasked Estep 
Score: -38629096.000000 Penalty: 6215.028320
	Iteration 24Q: 3 clusters Score -3.86291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 276235 members 
Entering Unmasked Estep 
Score: -38629112.000000 Penalty: 6215.028320
	Iteration 25Q: 3 clusters Score -3.862911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 276237 members 
Entering Unmasked Estep 
Score: -38629104.000000 Penalty: 6215.028320
	Iteration 26Q: 3 clusters Score -3.86291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 276241 members 
Entering Unmasked Estep 
Score: -38629092.000000 Penalty: 6215.028320
	Iteration 27Q: 3 clusters Score -3.862909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 276240 members 
Entering Unmasked Estep 
Score: -38629120.000000 Penalty: 6215.028320
	Iteration 28Q: 3 clusters Score -3.862912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 276239 members 
Entering Unmasked Estep 
Score: -38629120.000000 Penalty: 6215.028320
	Iteration 29Q: 3 clusters Score -3.862912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 276240 members 
Entering Unmasked Estep 
Score: -38629108.000000 Penalty: 6215.028320
	Iteration 30Q: 3 clusters Score -3.862911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 276241 members 
Entering Unmasked Estep 
Score: -38629100.000000 Penalty: 6215.028320
	Iteration 31Q: 3 clusters Score -3.86291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 276241 members 
Entering Unmasked Estep 
Score: -38629100.000000 Penalty: 6215.028320
	Iteration 32F: 3 clusters Score -3.86291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Entering Unmasked Estep 
Score: -153941.921875 Penalty: 1744.528198
	Iteration 0F: 2 clusters Score -153941.9 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 574 members 
Entering Unmasked Estep 
Score: -151944.640625 Penalty: 3489.056396
	Iteration 0F: 3 clusters Score -151944.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152273.250000 Penalty: 3489.056396
	Iteration 1F: 3 clusters Score -152273.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -152366.687500 Penalty: 3489.056396
	Iteration 2F: 3 clusters Score -152366.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -152420.250000 Penalty: 3489.056396
	Iteration 3Q: 3 clusters Score -152420.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -152470.937500 Penalty: 3489.056396
	Iteration 4Q: 3 clusters Score -152470.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -152506.609375 Penalty: 3489.056396
	Iteration 5Q: 3 clusters Score -152506.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -152521.828125 Penalty: 3489.056396
	Iteration 6Q: 3 clusters Score -152521.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -152534.687500 Penalty: 3489.056396
	Iteration 7Q: 3 clusters Score -152534.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -152538.250000 Penalty: 3489.056396
	Iteration 8Q: 3 clusters Score -152538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -152546.171875 Penalty: 3489.056396
	Iteration 9Q: 3 clusters Score -152546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -152550.140625 Penalty: 3489.056396
	Iteration 10Q: 3 clusters Score -152550.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -152554.234375 Penalty: 3489.056396
	Iteration 11Q: 3 clusters Score -152554.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -152557.140625 Penalty: 3489.056396
	Iteration 12Q: 3 clusters Score -152557.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -152560.828125 Penalty: 3489.056396
	Iteration 13Q: 3 clusters Score -152560.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -152563.281250 Penalty: 3489.056396
	Iteration 14Q: 3 clusters Score -152563.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -152565.078125 Penalty: 3489.056396
	Iteration 15Q: 3 clusters Score -152565.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -152568.375000 Penalty: 3489.056396
	Iteration 16Q: 3 clusters Score -152568.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -152569.437500 Penalty: 3489.056396
	Iteration 17Q: 3 clusters Score -152569.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -152571.812500 Penalty: 3489.056396
	Iteration 18Q: 3 clusters Score -152571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -152571.812500 Penalty: 3489.056396
	Iteration 19F: 3 clusters Score -152571.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Entering Unmasked Estep 
Score: -2172753.750000 Penalty: 2407.724609
	Iteration 0F: 2 clusters Score -2172754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2160827.750000 Penalty: 4815.449219
	Iteration 0F: 3 clusters Score -2160828 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -2164756.500000 Penalty: 4815.449219
	Iteration 1F: 3 clusters Score -2164756 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2165228.750000 Penalty: 4815.449219
	Iteration 2F: 3 clusters Score -2165229 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2165589.000000 Penalty: 4815.449219
	Iteration 3F: 3 clusters Score -2165589 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2165892.750000 Penalty: 4815.449219
	Iteration 4Q: 3 clusters Score -2165893 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2166191.000000 Penalty: 4815.449219
	Iteration 5Q: 3 clusters Score -2166191 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2166433.250000 Penalty: 4815.449219
	Iteration 6Q: 3 clusters Score -2166433 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2166677.750000 Penalty: 4815.449219
	Iteration 7Q: 3 clusters Score -2166678 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2166922.250000 Penalty: 4815.449219
	Iteration 8Q: 3 clusters Score -2166922 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2167190.500000 Penalty: 4815.449219
	Iteration 9Q: 3 clusters Score -2167190 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -2167488.000000 Penalty: 4815.449219
	Iteration 10Q: 3 clusters Score -2167488 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2167831.500000 Penalty: 4815.449219
	Iteration 11Q: 3 clusters Score -2167832 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2168242.750000 Penalty: 4815.449219
	Iteration 12Q: 3 clusters Score -2168243 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2168670.000000 Penalty: 4815.449219
	Iteration 13Q: 3 clusters Score -2168670 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2169086.750000 Penalty: 4815.449219
	Iteration 14Q: 3 clusters Score -2169087 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2169482.500000 Penalty: 4815.449219
	Iteration 15Q: 3 clusters Score -2169482 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2169838.250000 Penalty: 4815.449219
	Iteration 16Q: 3 clusters Score -2169838 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2170077.750000 Penalty: 4815.449219
	Iteration 17Q: 3 clusters Score -2170078 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2170270.250000 Penalty: 4815.449219
	Iteration 18Q: 3 clusters Score -2170270 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2170414.750000 Penalty: 4815.449219
	Iteration 19Q: 3 clusters Score -2170415 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2170524.000000 Penalty: 4815.449219
	Iteration 20F: 3 clusters Score -2170524 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2170599.750000 Penalty: 4815.449219
	Iteration 21Q: 3 clusters Score -2170600 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2170683.250000 Penalty: 4815.449219
	Iteration 22Q: 3 clusters Score -2170683 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2170749.750000 Penalty: 4815.449219
	Iteration 23Q: 3 clusters Score -2170750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2170811.000000 Penalty: 4815.449219
	Iteration 24Q: 3 clusters Score -2170811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2170861.750000 Penalty: 4815.449219
	Iteration 25Q: 3 clusters Score -2170862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2170890.000000 Penalty: 4815.449219
	Iteration 26Q: 3 clusters Score -2170890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2170906.250000 Penalty: 4815.449219
	Iteration 27Q: 3 clusters Score -2170906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2170925.750000 Penalty: 4815.449219
	Iteration 28Q: 3 clusters Score -2170926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2170943.000000 Penalty: 4815.449219
	Iteration 29Q: 3 clusters Score -2170943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2170960.750000 Penalty: 4815.449219
	Iteration 30Q: 3 clusters Score -2170961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2170973.750000 Penalty: 4815.449219
	Iteration 31Q: 3 clusters Score -2170974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2170983.250000 Penalty: 4815.449219
	Iteration 32Q: 3 clusters Score -2170983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2170986.250000 Penalty: 4815.449219
	Iteration 33Q: 3 clusters Score -2170986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2170986.750000 Penalty: 4815.449219
	Iteration 34Q: 3 clusters Score -2170987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2170990.250000 Penalty: 4815.449219
	Iteration 35Q: 3 clusters Score -2170990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2170991.750000 Penalty: 4815.449219
	Iteration 36Q: 3 clusters Score -2170992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2170993.500000 Penalty: 4815.449219
	Iteration 37Q: 3 clusters Score -2170994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2170993.500000 Penalty: 4815.449219
	Iteration 38F: 3 clusters Score -2170994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Entering Unmasked Estep 
Score: -1475298.500000 Penalty: 2315.896973
	Iteration 0F: 2 clusters Score -1475298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1466751.500000 Penalty: 4631.793945
	Iteration 0F: 3 clusters Score -1466752 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1469368.250000 Penalty: 4631.793945
	Iteration 1F: 3 clusters Score -1469368 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1469719.750000 Penalty: 4631.793945
	Iteration 2F: 3 clusters Score -1469720 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1469938.000000 Penalty: 4631.793945
	Iteration 3Q: 3 clusters Score -1469938 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1470115.500000 Penalty: 4631.793945
	Iteration 4Q: 3 clusters Score -1470116 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1470273.750000 Penalty: 4631.793945
	Iteration 5Q: 3 clusters Score -1470274 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1470425.875000 Penalty: 4631.793945
	Iteration 6Q: 3 clusters Score -1470426 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1470547.625000 Penalty: 4631.793945
	Iteration 7Q: 3 clusters Score -1470548 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1470681.500000 Penalty: 4631.793945
	Iteration 8Q: 3 clusters Score -1470682 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1470786.125000 Penalty: 4631.793945
	Iteration 9Q: 3 clusters Score -1470786 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1470866.625000 Penalty: 4631.793945
	Iteration 10Q: 3 clusters Score -1470867 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1470948.875000 Penalty: 4631.793945
	Iteration 11Q: 3 clusters Score -1470949 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1471048.500000 Penalty: 4631.793945
	Iteration 12Q: 3 clusters Score -1471048 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1471140.250000 Penalty: 4631.793945
	Iteration 13Q: 3 clusters Score -1471140 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1471252.750000 Penalty: 4631.793945
	Iteration 14Q: 3 clusters Score -1471253 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1471382.500000 Penalty: 4631.793945
	Iteration 15Q: 3 clusters Score -1471382 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1471546.375000 Penalty: 4631.793945
	Iteration 16Q: 3 clusters Score -1471546 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1471750.000000 Penalty: 4631.793945
	Iteration 17Q: 3 clusters Score -1471750 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1471993.125000 Penalty: 4631.793945
	Iteration 18Q: 3 clusters Score -1471993 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1472258.625000 Penalty: 4631.793945
	Iteration 19Q: 3 clusters Score -1472259 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1472547.750000 Penalty: 4631.793945
	Iteration 20F: 3 clusters Score -1472548 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1472816.500000 Penalty: 4631.793945
	Iteration 21Q: 3 clusters Score -1472816 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1473030.500000 Penalty: 4631.793945
	Iteration 22Q: 3 clusters Score -1473030 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1473168.125000 Penalty: 4631.793945
	Iteration 23Q: 3 clusters Score -1473168 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1473278.750000 Penalty: 4631.793945
	Iteration 24Q: 3 clusters Score -1473279 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1473376.375000 Penalty: 4631.793945
	Iteration 25Q: 3 clusters Score -1473376 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1473456.125000 Penalty: 4631.793945
	Iteration 26Q: 3 clusters Score -1473456 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1473511.500000 Penalty: 4631.793945
	Iteration 27Q: 3 clusters Score -1473512 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1473552.875000 Penalty: 4631.793945
	Iteration 28Q: 3 clusters Score -1473553 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1473582.125000 Penalty: 4631.793945
	Iteration 29Q: 3 clusters Score -1473582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1473606.250000 Penalty: 4631.793945
	Iteration 30Q: 3 clusters Score -1473606 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1473634.000000 Penalty: 4631.793945
	Iteration 31Q: 3 clusters Score -1473634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1473651.625000 Penalty: 4631.793945
	Iteration 32Q: 3 clusters Score -1473652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1473664.875000 Penalty: 4631.793945
	Iteration 33Q: 3 clusters Score -1473665 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1473674.500000 Penalty: 4631.793945
	Iteration 34Q: 3 clusters Score -1473674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1473681.125000 Penalty: 4631.793945
	Iteration 35Q: 3 clusters Score -1473681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1473693.250000 Penalty: 4631.793945
	Iteration 36Q: 3 clusters Score -1473693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1473701.000000 Penalty: 4631.793945
	Iteration 37Q: 3 clusters Score -1473701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1473705.625000 Penalty: 4631.793945
	Iteration 38Q: 3 clusters Score -1473706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1473703.875000 Penalty: 4631.793945
	Iteration 39Q: 3 clusters Score -1473704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1473705.625000 Penalty: 4631.793945
	Iteration 40F: 3 clusters Score -1473706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1473706.000000 Penalty: 4631.793945
	Iteration 41Q: 3 clusters Score -1473706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1473708.375000 Penalty: 4631.793945
	Iteration 42Q: 3 clusters Score -1473708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1473709.500000 Penalty: 4631.793945
	Iteration 43Q: 3 clusters Score -1473710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1473714.250000 Penalty: 4631.793945
	Iteration 44Q: 3 clusters Score -1473714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1473712.375000 Penalty: 4631.793945
	Iteration 45Q: 3 clusters Score -1473712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1473711.625000 Penalty: 4631.793945
	Iteration 46Q: 3 clusters Score -1473712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1473716.500000 Penalty: 4631.793945
	Iteration 47Q: 3 clusters Score -1473716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1473717.875000 Penalty: 4631.793945
	Iteration 48Q: 3 clusters Score -1473718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1473715.625000 Penalty: 4631.793945
	Iteration 49Q: 3 clusters Score -1473716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1473717.125000 Penalty: 4631.793945
	Iteration 50Q: 3 clusters Score -1473717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1473717.250000 Penalty: 4631.793945
	Iteration 51Q: 3 clusters Score -1473717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1473715.375000 Penalty: 4631.793945
	Iteration 52Q: 3 clusters Score -1473715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1473717.000000 Penalty: 4631.793945
	Iteration 53Q: 3 clusters Score -1473717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1473718.625000 Penalty: 4631.793945
	Iteration 54Q: 3 clusters Score -1473719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1473726.375000 Penalty: 4631.793945
	Iteration 55Q: 3 clusters Score -1473726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1473732.250000 Penalty: 4631.793945
	Iteration 56Q: 3 clusters Score -1473732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1473736.500000 Penalty: 4631.793945
	Iteration 57Q: 3 clusters Score -1473736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1473735.250000 Penalty: 4631.793945
	Iteration 58Q: 3 clusters Score -1473735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1473737.750000 Penalty: 4631.793945
	Iteration 59Q: 3 clusters Score -1473738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1473736.500000 Penalty: 4631.793945
	Iteration 60F: 3 clusters Score -1473736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1473738.375000 Penalty: 4631.793945
	Iteration 61Q: 3 clusters Score -1473738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1473742.375000 Penalty: 4631.793945
	Iteration 62Q: 3 clusters Score -1473742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1473747.250000 Penalty: 4631.793945
	Iteration 63Q: 3 clusters Score -1473747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1473750.375000 Penalty: 4631.793945
	Iteration 64Q: 3 clusters Score -1473750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1473752.750000 Penalty: 4631.793945
	Iteration 65Q: 3 clusters Score -1473753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1473752.750000 Penalty: 4631.793945
	Iteration 66Q: 3 clusters Score -1473753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1473757.250000 Penalty: 4631.793945
	Iteration 67Q: 3 clusters Score -1473757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1473757.625000 Penalty: 4631.793945
	Iteration 68Q: 3 clusters Score -1473758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1473759.125000 Penalty: 4631.793945
	Iteration 69Q: 3 clusters Score -1473759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1473759.125000 Penalty: 4631.793945
	Iteration 70Q: 3 clusters Score -1473759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1473761.250000 Penalty: 4631.793945
	Iteration 71Q: 3 clusters Score -1473761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1473761.250000 Penalty: 4631.793945
	Iteration 72F: 3 clusters Score -1473761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Entering Unmasked Estep 
Score: -3062803.750000 Penalty: 2506.374023
	Iteration 0F: 2 clusters Score -3062804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3045990.750000 Penalty: 5012.748047
	Iteration 0F: 3 clusters Score -3045991 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3052146.000000 Penalty: 5012.748047
	Iteration 1F: 3 clusters Score -3052146 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3052980.750000 Penalty: 5012.748047
	Iteration 2F: 3 clusters Score -3052981 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -3053858.750000 Penalty: 5012.748047
	Iteration 3F: 3 clusters Score -3053859 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -3054760.500000 Penalty: 5012.748047
	Iteration 4F: 3 clusters Score -3054760 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3055638.250000 Penalty: 5012.748047
	Iteration 5F: 3 clusters Score -3055638 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -3056401.750000 Penalty: 5012.748047
	Iteration 6F: 3 clusters Score -3056402 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -3057017.250000 Penalty: 5012.748047
	Iteration 7Q: 3 clusters Score -3057017 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -3057473.000000 Penalty: 5012.748047
	Iteration 8Q: 3 clusters Score -3057473 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3057809.250000 Penalty: 5012.748047
	Iteration 9Q: 3 clusters Score -3057809 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -3058058.000000 Penalty: 5012.748047
	Iteration 10Q: 3 clusters Score -3058058 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -3058242.000000 Penalty: 5012.748047
	Iteration 11Q: 3 clusters Score -3058242 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -3058398.500000 Penalty: 5012.748047
	Iteration 12Q: 3 clusters Score -3058398 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -3058525.000000 Penalty: 5012.748047
	Iteration 13Q: 3 clusters Score -3058525 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3058622.000000 Penalty: 5012.748047
	Iteration 14Q: 3 clusters Score -3058622 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -3058703.500000 Penalty: 5012.748047
	Iteration 15Q: 3 clusters Score -3058704 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -3058765.000000 Penalty: 5012.748047
	Iteration 16Q: 3 clusters Score -3058765 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -3058848.750000 Penalty: 5012.748047
	Iteration 17Q: 3 clusters Score -3058849 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -3058927.000000 Penalty: 5012.748047
	Iteration 18Q: 3 clusters Score -3058927 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3058986.750000 Penalty: 5012.748047
	Iteration 19Q: 3 clusters Score -3058987 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3059044.750000 Penalty: 5012.748047
	Iteration 20F: 3 clusters Score -3059045 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -3059113.000000 Penalty: 5012.748047
	Iteration 21Q: 3 clusters Score -3059113 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3059195.750000 Penalty: 5012.748047
	Iteration 22Q: 3 clusters Score -3059196 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3059266.000000 Penalty: 5012.748047
	Iteration 23Q: 3 clusters Score -3059266 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -3059337.500000 Penalty: 5012.748047
	Iteration 24Q: 3 clusters Score -3059338 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3059418.250000 Penalty: 5012.748047
	Iteration 25Q: 3 clusters Score -3059418 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3059477.500000 Penalty: 5012.748047
	Iteration 26Q: 3 clusters Score -3059478 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3059564.000000 Penalty: 5012.748047
	Iteration 27Q: 3 clusters Score -3059564 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -3059661.000000 Penalty: 5012.748047
	Iteration 28Q: 3 clusters Score -3059661 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3059741.250000 Penalty: 5012.748047
	Iteration 29Q: 3 clusters Score -3059741 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3059843.750000 Penalty: 5012.748047
	Iteration 30Q: 3 clusters Score -3059844 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3059954.750000 Penalty: 5012.748047
	Iteration 31Q: 3 clusters Score -3059955 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -3060033.000000 Penalty: 5012.748047
	Iteration 32Q: 3 clusters Score -3060033 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -3060101.000000 Penalty: 5012.748047
	Iteration 33Q: 3 clusters Score -3060101 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -3060185.000000 Penalty: 5012.748047
	Iteration 34Q: 3 clusters Score -3060185 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -3060273.500000 Penalty: 5012.748047
	Iteration 35Q: 3 clusters Score -3060274 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3060364.750000 Penalty: 5012.748047
	Iteration 36Q: 3 clusters Score -3060365 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3060427.500000 Penalty: 5012.748047
	Iteration 37Q: 3 clusters Score -3060428 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3060490.500000 Penalty: 5012.748047
	Iteration 38Q: 3 clusters Score -3060490 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -3060553.250000 Penalty: 5012.748047
	Iteration 39Q: 3 clusters Score -3060553 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -3060615.000000 Penalty: 5012.748047
	Iteration 40F: 3 clusters Score -3060615 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3060666.500000 Penalty: 5012.748047
	Iteration 41Q: 3 clusters Score -3060666 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -3060739.000000 Penalty: 5012.748047
	Iteration 42Q: 3 clusters Score -3060739 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -3060807.000000 Penalty: 5012.748047
	Iteration 43Q: 3 clusters Score -3060807 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -3060854.500000 Penalty: 5012.748047
	Iteration 44Q: 3 clusters Score -3060854 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3060902.000000 Penalty: 5012.748047
	Iteration 45Q: 3 clusters Score -3060902 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -3060943.750000 Penalty: 5012.748047
	Iteration 46Q: 3 clusters Score -3060944 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3060968.500000 Penalty: 5012.748047
	Iteration 47Q: 3 clusters Score -3060968 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -3061007.500000 Penalty: 5012.748047
	Iteration 48Q: 3 clusters Score -3061008 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -3061035.500000 Penalty: 5012.748047
	Iteration 49Q: 3 clusters Score -3061036 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -3061069.250000 Penalty: 5012.748047
	Iteration 50Q: 3 clusters Score -3061069 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -3061108.750000 Penalty: 5012.748047
	Iteration 51Q: 3 clusters Score -3061109 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3061158.500000 Penalty: 5012.748047
	Iteration 52Q: 3 clusters Score -3061158 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3061186.250000 Penalty: 5012.748047
	Iteration 53Q: 3 clusters Score -3061186 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -3061202.250000 Penalty: 5012.748047
	Iteration 54Q: 3 clusters Score -3061202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -3061222.250000 Penalty: 5012.748047
	Iteration 55Q: 3 clusters Score -3061222 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3061257.000000 Penalty: 5012.748047
	Iteration 56Q: 3 clusters Score -3061257 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -3061283.000000 Penalty: 5012.748047
	Iteration 57Q: 3 clusters Score -3061283 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -3061297.500000 Penalty: 5012.748047
	Iteration 58Q: 3 clusters Score -3061298 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -3061309.000000 Penalty: 5012.748047
	Iteration 59Q: 3 clusters Score -3061309 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -3061325.250000 Penalty: 5012.748047
	Iteration 60F: 3 clusters Score -3061325 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3061334.750000 Penalty: 5012.748047
	Iteration 61Q: 3 clusters Score -3061335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -3061342.750000 Penalty: 5012.748047
	Iteration 62Q: 3 clusters Score -3061343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3061354.000000 Penalty: 5012.748047
	Iteration 63Q: 3 clusters Score -3061354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -3061364.750000 Penalty: 5012.748047
	Iteration 64Q: 3 clusters Score -3061365 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -3061361.250000 Penalty: 5012.748047
	Iteration 65Q: 3 clusters Score -3061361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -3061364.750000 Penalty: 5012.748047
	Iteration 66Q: 3 clusters Score -3061365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -3061366.750000 Penalty: 5012.748047
	Iteration 67Q: 3 clusters Score -3061367 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -3061373.000000 Penalty: 5012.748047
	Iteration 68Q: 3 clusters Score -3061373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3061372.250000 Penalty: 5012.748047
	Iteration 69Q: 3 clusters Score -3061372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -3061378.000000 Penalty: 5012.748047
	Iteration 70Q: 3 clusters Score -3061378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -3061385.500000 Penalty: 5012.748047
	Iteration 71Q: 3 clusters Score -3061386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3061391.500000 Penalty: 5012.748047
	Iteration 72Q: 3 clusters Score -3061392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -3061403.750000 Penalty: 5012.748047
	Iteration 73Q: 3 clusters Score -3061404 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -3061403.250000 Penalty: 5012.748047
	Iteration 74Q: 3 clusters Score -3061403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3061406.250000 Penalty: 5012.748047
	Iteration 75Q: 3 clusters Score -3061406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3061407.000000 Penalty: 5012.748047
	Iteration 76Q: 3 clusters Score -3061407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -3061413.250000 Penalty: 5012.748047
	Iteration 77Q: 3 clusters Score -3061413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -3061422.500000 Penalty: 5012.748047
	Iteration 78Q: 3 clusters Score -3061422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -3061427.000000 Penalty: 5012.748047
	Iteration 79Q: 3 clusters Score -3061427 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3061431.750000 Penalty: 5012.748047
	Iteration 80F: 3 clusters Score -3061432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -3061440.500000 Penalty: 5012.748047
	Iteration 81Q: 3 clusters Score -3061440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -3061448.750000 Penalty: 5012.748047
	Iteration 82Q: 3 clusters Score -3061449 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -3061446.750000 Penalty: 5012.748047
	Iteration 83Q: 3 clusters Score -3061447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -3061453.750000 Penalty: 5012.748047
	Iteration 84Q: 3 clusters Score -3061454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -3061457.250000 Penalty: 5012.748047
	Iteration 85Q: 3 clusters Score -3061457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -3061456.000000 Penalty: 5012.748047
	Iteration 86Q: 3 clusters Score -3061456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -3061456.750000 Penalty: 5012.748047
	Iteration 87Q: 3 clusters Score -3061457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -3061459.500000 Penalty: 5012.748047
	Iteration 88Q: 3 clusters Score -3061460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -3061461.250000 Penalty: 5012.748047
	Iteration 89Q: 3 clusters Score -3061461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3061467.750000 Penalty: 5012.748047
	Iteration 90Q: 3 clusters Score -3061468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -3061477.250000 Penalty: 5012.748047
	Iteration 91Q: 3 clusters Score -3061477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -3061479.750000 Penalty: 5012.748047
	Iteration 92Q: 3 clusters Score -3061480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -3061482.750000 Penalty: 5012.748047
	Iteration 93Q: 3 clusters Score -3061483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3061487.250000 Penalty: 5012.748047
	Iteration 94Q: 3 clusters Score -3061487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -3061493.500000 Penalty: 5012.748047
	Iteration 95Q: 3 clusters Score -3061494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -3061494.750000 Penalty: 5012.748047
	Iteration 96Q: 3 clusters Score -3061495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -3061500.000000 Penalty: 5012.748047
	Iteration 97Q: 3 clusters Score -3061500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -3061509.500000 Penalty: 5012.748047
	Iteration 98Q: 3 clusters Score -3061510 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3061510.250000 Penalty: 5012.748047
	Iteration 99Q: 3 clusters Score -3061510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3061511.000000 Penalty: 5012.748047
	Iteration 100F: 3 clusters Score -3061511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -3061511.500000 Penalty: 5012.748047
	Iteration 101Q: 3 clusters Score -3061512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -3061515.250000 Penalty: 5012.748047
	Iteration 102Q: 3 clusters Score -3061515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -3061513.750000 Penalty: 5012.748047
	Iteration 103Q: 3 clusters Score -3061514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3061512.250000 Penalty: 5012.748047
	Iteration 104Q: 3 clusters Score -3061512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -3061512.250000 Penalty: 5012.748047
	Iteration 105F: 3 clusters Score -3061512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (153580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153580 members 
Entering Unmasked Estep 
Score: -21041140.000000 Penalty: 2961.610107
	Iteration 0F: 2 clusters Score -2.104114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -20940590.000000 Penalty: 5923.220215
	Iteration 0F: 3 clusters Score -2.094059e+07 nChanged 73589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77428 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -20984106.000000 Penalty: 5923.220215
	Iteration 1F: 3 clusters Score -2.098411e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77555 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -20985156.000000 Penalty: 5923.220215
	Iteration 2Q: 3 clusters Score -2.098516e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77629 members 
Mstep: Class 2 contains 75951 members 
Entering Unmasked Estep 
Score: -20986318.000000 Penalty: 5923.220215
	Iteration 3Q: 3 clusters Score -2.098632e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 75846 members 
Entering Unmasked Estep 
Score: -20987644.000000 Penalty: 5923.220215
	Iteration 4Q: 3 clusters Score -2.098764e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77871 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -20989502.000000 Penalty: 5923.220215
	Iteration 5Q: 3 clusters Score -2.09895e+07 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78067 members 
Mstep: Class 2 contains 75513 members 
Entering Unmasked Estep 
Score: -20991634.000000 Penalty: 5923.220215
	Iteration 6Q: 3 clusters Score -2.099163e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78505 members 
Mstep: Class 2 contains 75075 members 
Entering Unmasked Estep 
Score: -20993952.000000 Penalty: 5923.220215
	Iteration 7Q: 3 clusters Score -2.099395e+07 nChanged 6609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79296 members 
Mstep: Class 2 contains 74284 members 
Entering Unmasked Estep 
Score: -20996412.000000 Penalty: 5923.220215
	Iteration 8Q: 3 clusters Score -2.099641e+07 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 72943 members 
Entering Unmasked Estep 
Score: -20999064.000000 Penalty: 5923.220215
	Iteration 9Q: 3 clusters Score -2.099906e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 70862 members 
Entering Unmasked Estep 
Score: -21001650.000000 Penalty: 5923.220215
	Iteration 10Q: 3 clusters Score -2.100165e+07 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85492 members 
Mstep: Class 2 contains 68088 members 
Entering Unmasked Estep 
Score: -21004058.000000 Penalty: 5923.220215
	Iteration 11Q: 3 clusters Score -2.100406e+07 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89052 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -21006152.000000 Penalty: 5923.220215
	Iteration 12Q: 3 clusters Score -2.100615e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93433 members 
Mstep: Class 2 contains 60147 members 
Entering Unmasked Estep 
Score: -21008398.000000 Penalty: 5923.220215
	Iteration 13Q: 3 clusters Score -2.10084e+07 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98742 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -21010916.000000 Penalty: 5923.220215
	Iteration 14Q: 3 clusters Score -2.101092e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104992 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -21014026.000000 Penalty: 5923.220215
	Iteration 15Q: 3 clusters Score -2.101403e+07 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111880 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -21017992.000000 Penalty: 5923.220215
	Iteration 16Q: 3 clusters Score -2.101799e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119209 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -21022584.000000 Penalty: 5923.220215
	Iteration 17Q: 3 clusters Score -2.102258e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126271 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -21027130.000000 Penalty: 5923.220215
	Iteration 18Q: 3 clusters Score -2.102713e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132140 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -21030878.000000 Penalty: 5923.220215
	Iteration 19Q: 3 clusters Score -2.103088e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136545 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -21033700.000000 Penalty: 5923.220215
	Iteration 20F: 3 clusters Score -2.10337e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139711 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -21035724.000000 Penalty: 5923.220215
	Iteration 21Q: 3 clusters Score -2.103572e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142123 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -21036896.000000 Penalty: 5923.220215
	Iteration 22Q: 3 clusters Score -2.10369e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143923 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -21037588.000000 Penalty: 5923.220215
	Iteration 23Q: 3 clusters Score -2.103759e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145297 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -21038096.000000 Penalty: 5923.220215
	Iteration 24Q: 3 clusters Score -2.10381e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146343 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -21038372.000000 Penalty: 5923.220215
	Iteration 25Q: 3 clusters Score -2.103837e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147157 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -21038654.000000 Penalty: 5923.220215
	Iteration 26Q: 3 clusters Score -2.103865e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147775 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -21038936.000000 Penalty: 5923.220215
	Iteration 27Q: 3 clusters Score -2.103894e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148307 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -21039128.000000 Penalty: 5923.220215
	Iteration 28Q: 3 clusters Score -2.103913e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148681 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -21039264.000000 Penalty: 5923.220215
	Iteration 29Q: 3 clusters Score -2.103926e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149007 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -21039276.000000 Penalty: 5923.220215
	Iteration 30Q: 3 clusters Score -2.103928e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149261 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -21039356.000000 Penalty: 5923.220215
	Iteration 31Q: 3 clusters Score -2.103936e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149458 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -21039438.000000 Penalty: 5923.220215
	Iteration 32Q: 3 clusters Score -2.103944e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149599 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -21039466.000000 Penalty: 5923.220215
	Iteration 33Q: 3 clusters Score -2.103947e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149709 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -21039520.000000 Penalty: 5923.220215
	Iteration 34Q: 3 clusters Score -2.103952e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149804 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -21039540.000000 Penalty: 5923.220215
	Iteration 35Q: 3 clusters Score -2.103954e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149894 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -21039570.000000 Penalty: 5923.220215
	Iteration 36Q: 3 clusters Score -2.103957e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149973 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -21039554.000000 Penalty: 5923.220215
	Iteration 37Q: 3 clusters Score -2.103955e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150059 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -21039622.000000 Penalty: 5923.220215
	Iteration 38Q: 3 clusters Score -2.103962e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150131 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -21039616.000000 Penalty: 5923.220215
	Iteration 39Q: 3 clusters Score -2.103962e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150197 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -21039628.000000 Penalty: 5923.220215
	Iteration 40F: 3 clusters Score -2.103963e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150246 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -21039620.000000 Penalty: 5923.220215
	Iteration 41Q: 3 clusters Score -2.103962e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150282 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -21039596.000000 Penalty: 5923.220215
	Iteration 42Q: 3 clusters Score -2.10396e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150328 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -21039622.000000 Penalty: 5923.220215
	Iteration 43Q: 3 clusters Score -2.103962e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150366 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -21039586.000000 Penalty: 5923.220215
	Iteration 44Q: 3 clusters Score -2.103959e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150398 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -21039594.000000 Penalty: 5923.220215
	Iteration 45Q: 3 clusters Score -2.103959e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150424 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -21039600.000000 Penalty: 5923.220215
	Iteration 46Q: 3 clusters Score -2.10396e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150441 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -21039594.000000 Penalty: 5923.220215
	Iteration 47Q: 3 clusters Score -2.103959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150463 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -21039620.000000 Penalty: 5923.220215
	Iteration 48Q: 3 clusters Score -2.103962e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150490 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -21039602.000000 Penalty: 5923.220215
	Iteration 49Q: 3 clusters Score -2.10396e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150507 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -21039612.000000 Penalty: 5923.220215
	Iteration 50Q: 3 clusters Score -2.103961e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150526 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -21039610.000000 Penalty: 5923.220215
	Iteration 51Q: 3 clusters Score -2.103961e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150542 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -21039636.000000 Penalty: 5923.220215
	Iteration 52Q: 3 clusters Score -2.103964e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150557 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -21039614.000000 Penalty: 5923.220215
	Iteration 53Q: 3 clusters Score -2.103961e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150567 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -21039614.000000 Penalty: 5923.220215
	Iteration 54Q: 3 clusters Score -2.103961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150575 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -21039628.000000 Penalty: 5923.220215
	Iteration 55Q: 3 clusters Score -2.103963e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150583 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -21039620.000000 Penalty: 5923.220215
	Iteration 56Q: 3 clusters Score -2.103962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150595 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -21039640.000000 Penalty: 5923.220215
	Iteration 57Q: 3 clusters Score -2.103964e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150601 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -21039648.000000 Penalty: 5923.220215
	Iteration 58Q: 3 clusters Score -2.103965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150603 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -21039638.000000 Penalty: 5923.220215
	Iteration 59Q: 3 clusters Score -2.103964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150610 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -21039634.000000 Penalty: 5923.220215
	Iteration 60F: 3 clusters Score -2.103963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150615 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -21039670.000000 Penalty: 5923.220215
	Iteration 61Q: 3 clusters Score -2.103967e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150622 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -21039640.000000 Penalty: 5923.220215
	Iteration 62Q: 3 clusters Score -2.103964e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -21039640.000000 Penalty: 5923.220215
	Iteration 63Q: 3 clusters Score -2.103964e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150635 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -21039642.000000 Penalty: 5923.220215
	Iteration 64Q: 3 clusters Score -2.103964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150639 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -21039638.000000 Penalty: 5923.220215
	Iteration 65Q: 3 clusters Score -2.103964e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150641 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -21039646.000000 Penalty: 5923.220215
	Iteration 66Q: 3 clusters Score -2.103965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150646 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -21039622.000000 Penalty: 5923.220215
	Iteration 67Q: 3 clusters Score -2.103962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150649 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -21039642.000000 Penalty: 5923.220215
	Iteration 68Q: 3 clusters Score -2.103964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150650 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -21039638.000000 Penalty: 5923.220215
	Iteration 69Q: 3 clusters Score -2.103964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150653 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -21039634.000000 Penalty: 5923.220215
	Iteration 70Q: 3 clusters Score -2.103963e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150656 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -21039640.000000 Penalty: 5923.220215
	Iteration 71Q: 3 clusters Score -2.103964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150659 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -21039636.000000 Penalty: 5923.220215
	Iteration 72Q: 3 clusters Score -2.103964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150660 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -21039638.000000 Penalty: 5923.220215
	Iteration 73Q: 3 clusters Score -2.103964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150660 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -21039638.000000 Penalty: 5923.220215
	Iteration 74F: 3 clusters Score -2.103964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -175511.609375 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -175511.6 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 659 members 
Entering Unmasked Estep 
Score: -173655.875000 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -173655.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -175719.781250 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -175719.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -177241.500000 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -177241.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -177808.906250 Penalty: 3588.151855
	Iteration 3F: 3 clusters Score -177808.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -177967.218750 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -177967.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -178069.953125 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -178070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -178133.390625 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -178133.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -178154.234375 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -178154.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -178197.531250 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -178197.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -178199.953125 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -178200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -178209.234375 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -178209.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -178225.421875 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -178225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -178233.343750 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -178233.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -178240.937500 Penalty: 3588.151855
	Iteration 13Q: 3 clusters Score -178240.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -178251.359375 Penalty: 3588.151855
	Iteration 14Q: 3 clusters Score -178251.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -178269.359375 Penalty: 3588.151855
	Iteration 15Q: 3 clusters Score -178269.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -178292.156250 Penalty: 3588.151855
	Iteration 16Q: 3 clusters Score -178292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -178307.078125 Penalty: 3588.151855
	Iteration 17Q: 3 clusters Score -178307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -178322.250000 Penalty: 3588.151855
	Iteration 18Q: 3 clusters Score -178322.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -178354.656250 Penalty: 3588.151855
	Iteration 19Q: 3 clusters Score -178354.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -178426.343750 Penalty: 3588.151855
	Iteration 20F: 3 clusters Score -178426.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -178556.515625 Penalty: 3588.151855
	Iteration 21Q: 3 clusters Score -178556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -178600.156250 Penalty: 3588.151855
	Iteration 22Q: 3 clusters Score -178600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -178600.156250 Penalty: 3588.151855
	Iteration 23F: 3 clusters Score -178600.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 37949 members 
Mstep: Class 3 contains 18861 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 43545 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49242 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 59592 members 
Mstep: Class 10 contains 1013 members 
Mstep: Class 11 contains 20386 members 
Mstep: Class 12 contains 88011 members 
Mstep: Class 13 contains 29758 members 
Mstep: Class 14 contains 276592 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 16458 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 24498 members 
Mstep: Class 19 contains 153580 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 7093 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6694 members 
Mstep: Class 24 contains 903 members 
Mstep: Class 25 contains 1154 members 
Entering Unmasked Estep 
Score: -122222088.000000 Penalty: 85049.742188
Splitting cluster 20 changes total score from -122220120.000000 to -122222088.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 21 (7093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Entering Unmasked Estep 
Score: -984527.125000 Penalty: 2198.982178
	Iteration 0F: 2 clusters Score -984527.1 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 3618 members 
Entering Unmasked Estep 
Score: -978678.687500 Penalty: 4397.964355
	Iteration 0F: 3 clusters Score -978678.7 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -980198.937500 Penalty: 4397.964355
	Iteration 1F: 3 clusters Score -980198.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -980452.312500 Penalty: 4397.964355
	Iteration 2F: 3 clusters Score -980452.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -980681.375000 Penalty: 4397.964355
	Iteration 3F: 3 clusters Score -980681.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -980943.562500 Penalty: 4397.964355
	Iteration 4F: 3 clusters Score -980943.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -981288.250000 Penalty: 4397.964355
	Iteration 5F: 3 clusters Score -981288.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -981625.062500 Penalty: 4397.964355
	Iteration 6F: 3 clusters Score -981625.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -981995.625000 Penalty: 4397.964355
	Iteration 7F: 3 clusters Score -981995.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -982356.125000 Penalty: 4397.964355
	Iteration 8F: 3 clusters Score -982356.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -982700.250000 Penalty: 4397.964355
	Iteration 9Q: 3 clusters Score -982700.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -983020.500000 Penalty: 4397.964355
	Iteration 10Q: 3 clusters Score -983020.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -983252.875000 Penalty: 4397.964355
	Iteration 11Q: 3 clusters Score -983252.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -983408.500000 Penalty: 4397.964355
	Iteration 12Q: 3 clusters Score -983408.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -983486.750000 Penalty: 4397.964355
	Iteration 13Q: 3 clusters Score -983486.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -983527.437500 Penalty: 4397.964355
	Iteration 14Q: 3 clusters Score -983527.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -983544.125000 Penalty: 4397.964355
	Iteration 15Q: 3 clusters Score -983544.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -983554.562500 Penalty: 4397.964355
	Iteration 16Q: 3 clusters Score -983554.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -983560.750000 Penalty: 4397.964355
	Iteration 17Q: 3 clusters Score -983560.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -983564.437500 Penalty: 4397.964355
	Iteration 18Q: 3 clusters Score -983564.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -983567.375000 Penalty: 4397.964355
	Iteration 19Q: 3 clusters Score -983567.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -983567.375000 Penalty: 4397.964355
	Iteration 20F: 3 clusters Score -983567.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -64084.968750 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -64084.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62600.851562 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -62600.85 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62775.359375 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -62775.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62817.433594 Penalty: 3065.288086
	Iteration 2Q: 3 clusters Score -62817.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62832.324219 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -62832.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62846.078125 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -62846.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62849.140625 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -62849.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62852.382812 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -62852.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62858.578125 Penalty: 3065.288086
	Iteration 7Q: 3 clusters Score -62858.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62863.605469 Penalty: 3065.288086
	Iteration 8Q: 3 clusters Score -62863.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62863.605469 Penalty: 3065.288086
	Iteration 9F: 3 clusters Score -62863.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Entering Unmasked Estep 
Score: -871718.750000 Penalty: 2184.623779
	Iteration 0F: 2 clusters Score -871718.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -866230.125000 Penalty: 4369.247559
	Iteration 0F: 3 clusters Score -866230.1 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -867703.687500 Penalty: 4369.247559
	Iteration 1F: 3 clusters Score -867703.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -867953.000000 Penalty: 4369.247559
	Iteration 2F: 3 clusters Score -867953 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -868138.812500 Penalty: 4369.247559
	Iteration 3Q: 3 clusters Score -868138.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -868336.125000 Penalty: 4369.247559
	Iteration 4Q: 3 clusters Score -868336.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -868524.500000 Penalty: 4369.247559
	Iteration 5Q: 3 clusters Score -868524.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -868723.250000 Penalty: 4369.247559
	Iteration 6Q: 3 clusters Score -868723.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -868907.875000 Penalty: 4369.247559
	Iteration 7Q: 3 clusters Score -868907.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -869073.875000 Penalty: 4369.247559
	Iteration 8Q: 3 clusters Score -869073.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -869234.500000 Penalty: 4369.247559
	Iteration 9Q: 3 clusters Score -869234.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -869395.250000 Penalty: 4369.247559
	Iteration 10Q: 3 clusters Score -869395.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -869582.125000 Penalty: 4369.247559
	Iteration 11Q: 3 clusters Score -869582.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -869783.937500 Penalty: 4369.247559
	Iteration 12Q: 3 clusters Score -869783.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -870001.750000 Penalty: 4369.247559
	Iteration 13Q: 3 clusters Score -870001.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -870245.875000 Penalty: 4369.247559
	Iteration 14Q: 3 clusters Score -870245.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -870406.562500 Penalty: 4369.247559
	Iteration 15Q: 3 clusters Score -870406.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -870495.250000 Penalty: 4369.247559
	Iteration 16Q: 3 clusters Score -870495.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -870552.625000 Penalty: 4369.247559
	Iteration 17Q: 3 clusters Score -870552.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -870593.312500 Penalty: 4369.247559
	Iteration 18Q: 3 clusters Score -870593.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -870617.312500 Penalty: 4369.247559
	Iteration 19Q: 3 clusters Score -870617.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -870633.312500 Penalty: 4369.247559
	Iteration 20F: 3 clusters Score -870633.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -870641.187500 Penalty: 4369.247559
	Iteration 21Q: 3 clusters Score -870641.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -870647.125000 Penalty: 4369.247559
	Iteration 22Q: 3 clusters Score -870647.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -870653.875000 Penalty: 4369.247559
	Iteration 23Q: 3 clusters Score -870653.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -870661.375000 Penalty: 4369.247559
	Iteration 24Q: 3 clusters Score -870661.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -870667.500000 Penalty: 4369.247559
	Iteration 25Q: 3 clusters Score -870667.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -870675.562500 Penalty: 4369.247559
	Iteration 26Q: 3 clusters Score -870675.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -870685.437500 Penalty: 4369.247559
	Iteration 27Q: 3 clusters Score -870685.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -870696.875000 Penalty: 4369.247559
	Iteration 28Q: 3 clusters Score -870696.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -870713.250000 Penalty: 4369.247559
	Iteration 29Q: 3 clusters Score -870713.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -870724.812500 Penalty: 4369.247559
	Iteration 30Q: 3 clusters Score -870724.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -870739.250000 Penalty: 4369.247559
	Iteration 31Q: 3 clusters Score -870739.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -870748.937500 Penalty: 4369.247559
	Iteration 32Q: 3 clusters Score -870748.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -870759.000000 Penalty: 4369.247559
	Iteration 33Q: 3 clusters Score -870759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -870771.625000 Penalty: 4369.247559
	Iteration 34Q: 3 clusters Score -870771.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -870780.000000 Penalty: 4369.247559
	Iteration 35Q: 3 clusters Score -870780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -870786.250000 Penalty: 4369.247559
	Iteration 36Q: 3 clusters Score -870786.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -870802.875000 Penalty: 4369.247559
	Iteration 37Q: 3 clusters Score -870802.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -870810.812500 Penalty: 4369.247559
	Iteration 38Q: 3 clusters Score -870810.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -870823.062500 Penalty: 4369.247559
	Iteration 39Q: 3 clusters Score -870823.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -870830.125000 Penalty: 4369.247559
	Iteration 40F: 3 clusters Score -870830.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -870833.125000 Penalty: 4369.247559
	Iteration 41Q: 3 clusters Score -870833.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -870836.875000 Penalty: 4369.247559
	Iteration 42Q: 3 clusters Score -870836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -870838.437500 Penalty: 4369.247559
	Iteration 43Q: 3 clusters Score -870838.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -870840.250000 Penalty: 4369.247559
	Iteration 44Q: 3 clusters Score -870840.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -870846.500000 Penalty: 4369.247559
	Iteration 45Q: 3 clusters Score -870846.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -870849.062500 Penalty: 4369.247559
	Iteration 46Q: 3 clusters Score -870849.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -870861.500000 Penalty: 4369.247559
	Iteration 47Q: 3 clusters Score -870861.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -870874.125000 Penalty: 4369.247559
	Iteration 48Q: 3 clusters Score -870874.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -870884.937500 Penalty: 4369.247559
	Iteration 49Q: 3 clusters Score -870884.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -870894.250000 Penalty: 4369.247559
	Iteration 50Q: 3 clusters Score -870894.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -870903.062500 Penalty: 4369.247559
	Iteration 51Q: 3 clusters Score -870903.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -870907.125000 Penalty: 4369.247559
	Iteration 52Q: 3 clusters Score -870907.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -870912.750000 Penalty: 4369.247559
	Iteration 53Q: 3 clusters Score -870912.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -870915.000000 Penalty: 4369.247559
	Iteration 54Q: 3 clusters Score -870915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -870916.312500 Penalty: 4369.247559
	Iteration 55Q: 3 clusters Score -870916.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -870918.750000 Penalty: 4369.247559
	Iteration 56Q: 3 clusters Score -870918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -870922.312500 Penalty: 4369.247559
	Iteration 57Q: 3 clusters Score -870922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -870923.937500 Penalty: 4369.247559
	Iteration 58Q: 3 clusters Score -870923.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -870923.937500 Penalty: 4369.247559
	Iteration 59F: 3 clusters Score -870923.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Entering Unmasked Estep 
Score: -104757.914062 Penalty: 1687.819214
	Iteration 0F: 2 clusters Score -104757.9 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 451 members 
Entering Unmasked Estep 
Score: -103224.171875 Penalty: 3375.638428
	Iteration 0F: 3 clusters Score -103224.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104580.093750 Penalty: 3375.638428
	Iteration 1F: 3 clusters Score -104580.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -105316.820312 Penalty: 3375.638428
	Iteration 2F: 3 clusters Score -105316.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -106120.140625 Penalty: 3375.638428
	Iteration 3F: 3 clusters Score -106120.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -106759.187500 Penalty: 3375.638428
	Iteration 4F: 3 clusters Score -106759.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -107482.718750 Penalty: 3375.638428
	Iteration 5Q: 3 clusters Score -107482.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -107729.351562 Penalty: 3375.638428
	Iteration 6Q: 3 clusters Score -107729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -107766.312500 Penalty: 3375.638428
	Iteration 7Q: 3 clusters Score -107766.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -107805.414062 Penalty: 3375.638428
	Iteration 8Q: 3 clusters Score -107805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -107843.742188 Penalty: 3375.638428
	Iteration 9Q: 3 clusters Score -107843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107850.296875 Penalty: 3375.638428
	Iteration 10Q: 3 clusters Score -107850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -107850.296875 Penalty: 3375.638428
	Iteration 11F: 3 clusters Score -107850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 37949 members 
Mstep: Class 3 contains 18861 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 43545 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49242 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 59592 members 
Mstep: Class 10 contains 1013 members 
Mstep: Class 11 contains 20386 members 
Mstep: Class 12 contains 88011 members 
Mstep: Class 13 contains 29758 members 
Mstep: Class 14 contains 276592 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 16458 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 24498 members 
Mstep: Class 19 contains 153580 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 7093 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6694 members 
Mstep: Class 24 contains 336 members 
Mstep: Class 25 contains 1154 members 
Mstep: Class 26 contains 567 members 
Entering Unmasked Estep 
Score: -122223272.000000 Penalty: 88451.726562
Splitting cluster 24 changes total score from -122220120.000000 to -122223272.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 48874 members 
Mstep: Class 2 contains 37949 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 43545 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49242 members 
Mstep: Class 8 contains 5418 members 
Mstep: Class 9 contains 59592 members 
Mstep: Class 10 contains 1013 members 
Mstep: Class 11 contains 20386 members 
Mstep: Class 12 contains 88011 members 
Mstep: Class 13 contains 29758 members 
Mstep: Class 14 contains 276592 members 
Mstep: Class 15 contains 1135 members 
Mstep: Class 16 contains 16458 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 24498 members 
Mstep: Class 19 contains 153580 members 
Mstep: Class 20 contains 232 members 
Mstep: Class 21 contains 7093 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6694 members 
Mstep: Class 24 contains 336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225392.000000 Penalty: 88451.726562
Iteration 79Q: 27 clusters Score -1.222254e+08 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 37515 members 
Mstep: Class 3 contains 17889 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 43851 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49241 members 
Mstep: Class 8 contains 5436 members 
Mstep: Class 9 contains 58928 members 
Mstep: Class 10 contains 1020 members 
Mstep: Class 11 contains 20834 members 
Mstep: Class 12 contains 87968 members 
Mstep: Class 13 contains 29717 members 
Mstep: Class 14 contains 276616 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 16507 members 
Mstep: Class 17 contains 11385 members 
Mstep: Class 18 contains 24819 members 
Mstep: Class 19 contains 154077 members 
Mstep: Class 20 contains 234 members 
Mstep: Class 21 contains 7094 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6817 members 
Mstep: Class 24 contains 334 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226912.000000 Penalty: 88451.726562
Iteration 80F: 27 clusters Score -1.222269e+08 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 37118 members 
Mstep: Class 3 contains 18478 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 44059 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49243 members 
Mstep: Class 8 contains 5449 members 
Mstep: Class 9 contains 58219 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 11 contains 21290 members 
Mstep: Class 12 contains 87939 members 
Mstep: Class 13 contains 29685 members 
Mstep: Class 14 contains 276697 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 16574 members 
Mstep: Class 17 contains 11320 members 
Mstep: Class 18 contains 24793 members 
Mstep: Class 19 contains 153946 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7093 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227672.000000 Penalty: 88451.726562
Iteration 81Q: 27 clusters Score -1.222277e+08 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 36882 members 
Mstep: Class 3 contains 18759 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 44320 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49259 members 
Mstep: Class 8 contains 5454 members 
Mstep: Class 9 contains 57510 members 
Mstep: Class 10 contains 1028 members 
Mstep: Class 11 contains 21755 members 
Mstep: Class 12 contains 87922 members 
Mstep: Class 13 contains 29649 members 
Mstep: Class 14 contains 276718 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 16657 members 
Mstep: Class 17 contains 11289 members 
Mstep: Class 18 contains 24794 members 
Mstep: Class 19 contains 153844 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7089 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6740 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227824.000000 Penalty: 88451.726562
Iteration 82Q: 27 clusters Score -1.222278e+08 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 36678 members 
Mstep: Class 3 contains 18971 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 44552 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49271 members 
Mstep: Class 8 contains 5458 members 
Mstep: Class 9 contains 56748 members 
Mstep: Class 10 contains 1031 members 
Mstep: Class 11 contains 22258 members 
Mstep: Class 12 contains 87887 members 
Mstep: Class 13 contains 29620 members 
Mstep: Class 14 contains 276774 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 16766 members 
Mstep: Class 17 contains 11271 members 
Mstep: Class 18 contains 24832 members 
Mstep: Class 19 contains 153726 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7087 members 
Mstep: Class 22 contains 483 members 
Mstep: Class 23 contains 6729 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228016.000000 Penalty: 88451.726562
Iteration 83Q: 27 clusters Score -1.22228e+08 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 36538 members 
Mstep: Class 3 contains 19137 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 44801 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49272 members 
Mstep: Class 8 contains 5462 members 
Mstep: Class 9 contains 55922 members 
Mstep: Class 10 contains 1034 members 
Mstep: Class 11 contains 22799 members 
Mstep: Class 12 contains 87860 members 
Mstep: Class 13 contains 29599 members 
Mstep: Class 14 contains 276855 members 
Mstep: Class 15 contains 1142 members 
Mstep: Class 16 contains 16851 members 
Mstep: Class 17 contains 11260 members 
Mstep: Class 18 contains 24858 members 
Mstep: Class 19 contains 153593 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7088 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6717 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227776.000000 Penalty: 88451.726562
Iteration 84Q: 27 clusters Score -1.222278e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 36401 members 
Mstep: Class 3 contains 19279 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 45064 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49270 members 
Mstep: Class 8 contains 5467 members 
Mstep: Class 9 contains 55101 members 
Mstep: Class 10 contains 1037 members 
Mstep: Class 11 contains 23351 members 
Mstep: Class 12 contains 87810 members 
Mstep: Class 13 contains 29588 members 
Mstep: Class 14 contains 276930 members 
Mstep: Class 15 contains 1142 members 
Mstep: Class 16 contains 16969 members 
Mstep: Class 17 contains 11255 members 
Mstep: Class 18 contains 24877 members 
Mstep: Class 19 contains 153437 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7087 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6714 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228064.000000 Penalty: 88451.726562
Iteration 85Q: 27 clusters Score -1.222281e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 36311 members 
Mstep: Class 3 contains 19386 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 45347 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49282 members 
Mstep: Class 8 contains 5474 members 
Mstep: Class 9 contains 54348 members 
Mstep: Class 10 contains 1043 members 
Mstep: Class 11 contains 23884 members 
Mstep: Class 12 contains 87722 members 
Mstep: Class 13 contains 29580 members 
Mstep: Class 14 contains 277021 members 
Mstep: Class 15 contains 1142 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 11254 members 
Mstep: Class 18 contains 24899 members 
Mstep: Class 19 contains 153238 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7086 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6713 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228488.000000 Penalty: 88451.726562
Iteration 86Q: 27 clusters Score -1.222285e+08 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 36231 members 
Mstep: Class 3 contains 19479 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 45659 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49287 members 
Mstep: Class 8 contains 5484 members 
Mstep: Class 9 contains 53521 members 
Mstep: Class 10 contains 1048 members 
Mstep: Class 11 contains 24417 members 
Mstep: Class 12 contains 87637 members 
Mstep: Class 13 contains 29573 members 
Mstep: Class 14 contains 277131 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 17126 members 
Mstep: Class 17 contains 11258 members 
Mstep: Class 18 contains 24922 members 
Mstep: Class 19 contains 153046 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7086 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6725 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228504.000000 Penalty: 88451.726562
Iteration 87Q: 27 clusters Score -1.222285e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 36160 members 
Mstep: Class 3 contains 19560 members 
Mstep: Class 4 contains 3084 members 
Mstep: Class 5 contains 46000 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49292 members 
Mstep: Class 8 contains 5492 members 
Mstep: Class 9 contains 52713 members 
Mstep: Class 10 contains 1052 members 
Mstep: Class 11 contains 24901 members 
Mstep: Class 12 contains 87515 members 
Mstep: Class 13 contains 29563 members 
Mstep: Class 14 contains 277261 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 17231 members 
Mstep: Class 17 contains 11282 members 
Mstep: Class 18 contains 24938 members 
Mstep: Class 19 contains 152836 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7089 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6742 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228640.000000 Penalty: 88451.726562
Iteration 88Q: 27 clusters Score -1.222286e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 36104 members 
Mstep: Class 3 contains 19613 members 
Mstep: Class 4 contains 3084 members 
Mstep: Class 5 contains 46274 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49304 members 
Mstep: Class 8 contains 5498 members 
Mstep: Class 9 contains 51944 members 
Mstep: Class 10 contains 1058 members 
Mstep: Class 11 contains 25416 members 
Mstep: Class 12 contains 87471 members 
Mstep: Class 13 contains 29561 members 
Mstep: Class 14 contains 277322 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 17325 members 
Mstep: Class 17 contains 11293 members 
Mstep: Class 18 contains 24952 members 
Mstep: Class 19 contains 152635 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7101 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228712.000000 Penalty: 88451.726562
Iteration 89Q: 27 clusters Score -1.222287e+08 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 36063 members 
Mstep: Class 3 contains 19648 members 
Mstep: Class 4 contains 3084 members 
Mstep: Class 5 contains 46568 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49305 members 
Mstep: Class 8 contains 5507 members 
Mstep: Class 9 contains 51140 members 
Mstep: Class 10 contains 1062 members 
Mstep: Class 11 contains 25904 members 
Mstep: Class 12 contains 87416 members 
Mstep: Class 13 contains 29561 members 
Mstep: Class 14 contains 277412 members 
Mstep: Class 15 contains 1142 members 
Mstep: Class 16 contains 17445 members 
Mstep: Class 17 contains 11312 members 
Mstep: Class 18 contains 24970 members 
Mstep: Class 19 contains 152447 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7110 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228912.000000 Penalty: 88451.726562
Iteration 90Q: 27 clusters Score -1.222289e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 36017 members 
Mstep: Class 3 contains 19690 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 46875 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49303 members 
Mstep: Class 8 contains 5518 members 
Mstep: Class 9 contains 50388 members 
Mstep: Class 10 contains 1067 members 
Mstep: Class 11 contains 26324 members 
Mstep: Class 12 contains 87376 members 
Mstep: Class 13 contains 29568 members 
Mstep: Class 14 contains 277532 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 17548 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 24987 members 
Mstep: Class 19 contains 152253 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7115 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6760 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228984.000000 Penalty: 88451.726562
Iteration 91Q: 27 clusters Score -1.22229e+08 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 35968 members 
Mstep: Class 3 contains 19724 members 
Mstep: Class 4 contains 3083 members 
Mstep: Class 5 contains 47195 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49321 members 
Mstep: Class 8 contains 5530 members 
Mstep: Class 9 contains 49690 members 
Mstep: Class 10 contains 1071 members 
Mstep: Class 11 contains 26693 members 
Mstep: Class 12 contains 87376 members 
Mstep: Class 13 contains 29573 members 
Mstep: Class 14 contains 277566 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 17646 members 
Mstep: Class 17 contains 11301 members 
Mstep: Class 18 contains 25007 members 
Mstep: Class 19 contains 152077 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7121 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6767 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229040.000000 Penalty: 88451.726562
Iteration 92Q: 27 clusters Score -1.22229e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 35911 members 
Mstep: Class 3 contains 19751 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 47504 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49330 members 
Mstep: Class 8 contains 5543 members 
Mstep: Class 9 contains 49068 members 
Mstep: Class 10 contains 1076 members 
Mstep: Class 11 contains 27020 members 
Mstep: Class 12 contains 87351 members 
Mstep: Class 13 contains 29571 members 
Mstep: Class 14 contains 277600 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 17760 members 
Mstep: Class 17 contains 11302 members 
Mstep: Class 18 contains 25020 members 
Mstep: Class 19 contains 151909 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7123 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6785 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229184.000000 Penalty: 88451.726562
Iteration 93Q: 27 clusters Score -1.222292e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 35852 members 
Mstep: Class 3 contains 19775 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 47790 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49340 members 
Mstep: Class 8 contains 5558 members 
Mstep: Class 9 contains 48479 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 27301 members 
Mstep: Class 12 contains 87335 members 
Mstep: Class 13 contains 29571 members 
Mstep: Class 14 contains 277639 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 17860 members 
Mstep: Class 17 contains 11308 members 
Mstep: Class 18 contains 25047 members 
Mstep: Class 19 contains 151763 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7127 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6797 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229120.000000 Penalty: 88451.726562
Iteration 94Q: 27 clusters Score -1.222291e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 35802 members 
Mstep: Class 3 contains 19789 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 48076 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49360 members 
Mstep: Class 8 contains 5568 members 
Mstep: Class 9 contains 47967 members 
Mstep: Class 10 contains 1092 members 
Mstep: Class 11 contains 27553 members 
Mstep: Class 12 contains 87284 members 
Mstep: Class 13 contains 29570 members 
Mstep: Class 14 contains 277628 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 17979 members 
Mstep: Class 17 contains 11313 members 
Mstep: Class 18 contains 25067 members 
Mstep: Class 19 contains 151633 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7131 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6815 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229280.000000 Penalty: 88451.726562
Iteration 95Q: 27 clusters Score -1.222293e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 35770 members 
Mstep: Class 3 contains 19807 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 48317 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49358 members 
Mstep: Class 8 contains 5580 members 
Mstep: Class 9 contains 47508 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 27745 members 
Mstep: Class 12 contains 87259 members 
Mstep: Class 13 contains 29571 members 
Mstep: Class 14 contains 277649 members 
Mstep: Class 15 contains 1142 members 
Mstep: Class 16 contains 18111 members 
Mstep: Class 17 contains 11326 members 
Mstep: Class 18 contains 25083 members 
Mstep: Class 19 contains 151483 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7135 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6827 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229488.000000 Penalty: 88451.726562
Iteration 96Q: 27 clusters Score -1.222295e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 35746 members 
Mstep: Class 3 contains 19816 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 48582 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49351 members 
Mstep: Class 8 contains 5587 members 
Mstep: Class 9 contains 47127 members 
Mstep: Class 10 contains 1110 members 
Mstep: Class 11 contains 27942 members 
Mstep: Class 12 contains 87208 members 
Mstep: Class 13 contains 29571 members 
Mstep: Class 14 contains 277651 members 
Mstep: Class 15 contains 1142 members 
Mstep: Class 16 contains 18228 members 
Mstep: Class 17 contains 11328 members 
Mstep: Class 18 contains 25121 members 
Mstep: Class 19 contains 151296 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7136 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6836 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229280.000000 Penalty: 88451.726562
Iteration 97Q: 27 clusters Score -1.222293e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 35715 members 
Mstep: Class 3 contains 19821 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 48871 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49344 members 
Mstep: Class 8 contains 5598 members 
Mstep: Class 9 contains 46764 members 
Mstep: Class 10 contains 1114 members 
Mstep: Class 11 contains 28091 members 
Mstep: Class 12 contains 87150 members 
Mstep: Class 13 contains 29569 members 
Mstep: Class 14 contains 277677 members 
Mstep: Class 15 contains 1142 members 
Mstep: Class 16 contains 18339 members 
Mstep: Class 17 contains 11326 members 
Mstep: Class 18 contains 25149 members 
Mstep: Class 19 contains 151122 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7139 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6850 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229248.000000 Penalty: 88451.726562
Iteration 98Q: 27 clusters Score -1.222292e+08 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 35692 members 
Mstep: Class 3 contains 19828 members 
Mstep: Class 4 contains 3077 members 
Mstep: Class 5 contains 49140 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49335 members 
Mstep: Class 8 contains 5605 members 
Mstep: Class 9 contains 46431 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 28198 members 
Mstep: Class 12 contains 87119 members 
Mstep: Class 13 contains 29562 members 
Mstep: Class 14 contains 277704 members 
Mstep: Class 15 contains 1143 members 
Mstep: Class 16 contains 18426 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 25171 members 
Mstep: Class 19 contains 150979 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7141 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6856 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229248.000000 Penalty: 88451.726562
Iteration 99Q: 27 clusters Score -1.222292e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 35681 members 
Mstep: Class 3 contains 19845 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 49417 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49333 members 
Mstep: Class 8 contains 5617 members 
Mstep: Class 9 contains 46140 members 
Mstep: Class 10 contains 1118 members 
Mstep: Class 11 contains 28291 members 
Mstep: Class 12 contains 87080 members 
Mstep: Class 13 contains 29556 members 
Mstep: Class 14 contains 277708 members 
Mstep: Class 15 contains 1144 members 
Mstep: Class 16 contains 18510 members 
Mstep: Class 17 contains 11345 members 
Mstep: Class 18 contains 25182 members 
Mstep: Class 19 contains 150803 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7148 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6862 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229592.000000 Penalty: 88451.726562
Iteration 100F: 27 clusters Score -1.222296e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 35648 members 
Mstep: Class 3 contains 19866 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 49665 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49323 members 
Mstep: Class 8 contains 5628 members 
Mstep: Class 9 contains 45884 members 
Mstep: Class 10 contains 1120 members 
Mstep: Class 11 contains 28381 members 
Mstep: Class 12 contains 87071 members 
Mstep: Class 13 contains 29561 members 
Mstep: Class 14 contains 277706 members 
Mstep: Class 15 contains 1143 members 
Mstep: Class 16 contains 18583 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25196 members 
Mstep: Class 19 contains 150633 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 484 members 
Mstep: Class 23 contains 6864 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229344.000000 Penalty: 88451.726562
Iteration 101Q: 27 clusters Score -1.222293e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 35621 members 
Mstep: Class 3 contains 19877 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 49898 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49318 members 
Mstep: Class 8 contains 5632 members 
Mstep: Class 9 contains 45648 members 
Mstep: Class 10 contains 1123 members 
Mstep: Class 11 contains 28460 members 
Mstep: Class 12 contains 87055 members 
Mstep: Class 13 contains 29563 members 
Mstep: Class 14 contains 277689 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 18666 members 
Mstep: Class 17 contains 11355 members 
Mstep: Class 18 contains 25219 members 
Mstep: Class 19 contains 150489 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7159 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6864 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229592.000000 Penalty: 88451.726562
Iteration 102Q: 27 clusters Score -1.222296e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 35594 members 
Mstep: Class 3 contains 19889 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 50146 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49318 members 
Mstep: Class 8 contains 5637 members 
Mstep: Class 9 contains 45437 members 
Mstep: Class 10 contains 1130 members 
Mstep: Class 11 contains 28537 members 
Mstep: Class 12 contains 87015 members 
Mstep: Class 13 contains 29557 members 
Mstep: Class 14 contains 277679 members 
Mstep: Class 15 contains 1142 members 
Mstep: Class 16 contains 18756 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25229 members 
Mstep: Class 19 contains 150338 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6871 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229720.000000 Penalty: 88451.726562
Iteration 103Q: 27 clusters Score -1.222297e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 35565 members 
Mstep: Class 3 contains 19895 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 50391 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49321 members 
Mstep: Class 8 contains 5644 members 
Mstep: Class 9 contains 45200 members 
Mstep: Class 10 contains 1136 members 
Mstep: Class 11 contains 28643 members 
Mstep: Class 12 contains 86955 members 
Mstep: Class 13 contains 29557 members 
Mstep: Class 14 contains 277674 members 
Mstep: Class 15 contains 1141 members 
Mstep: Class 16 contains 18854 members 
Mstep: Class 17 contains 11343 members 
Mstep: Class 18 contains 25245 members 
Mstep: Class 19 contains 150187 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7155 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6873 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229768.000000 Penalty: 88451.726562
Iteration 104Q: 27 clusters Score -1.222298e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 35539 members 
Mstep: Class 3 contains 19906 members 
Mstep: Class 4 contains 3078 members 
Mstep: Class 5 contains 50668 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49328 members 
Mstep: Class 8 contains 5651 members 
Mstep: Class 9 contains 44984 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 28723 members 
Mstep: Class 12 contains 86919 members 
Mstep: Class 13 contains 29553 members 
Mstep: Class 14 contains 277647 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 18934 members 
Mstep: Class 17 contains 11339 members 
Mstep: Class 18 contains 25264 members 
Mstep: Class 19 contains 150023 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7156 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6872 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230040.000000 Penalty: 88451.726562
Iteration 105Q: 27 clusters Score -1.2223e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49272 members 
Mstep: Class 2 contains 35518 members 
Mstep: Class 3 contains 19916 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 50899 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49334 members 
Mstep: Class 8 contains 5654 members 
Mstep: Class 9 contains 44780 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 28786 members 
Mstep: Class 12 contains 86906 members 
Mstep: Class 13 contains 29544 members 
Mstep: Class 14 contains 277612 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 19011 members 
Mstep: Class 17 contains 11341 members 
Mstep: Class 18 contains 25289 members 
Mstep: Class 19 contains 149882 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7160 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6874 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230144.000000 Penalty: 88451.726562
Iteration 106Q: 27 clusters Score -1.222301e+08 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 35493 members 
Mstep: Class 3 contains 19931 members 
Mstep: Class 4 contains 3080 members 
Mstep: Class 5 contains 51125 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49344 members 
Mstep: Class 8 contains 5655 members 
Mstep: Class 9 contains 44568 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 28841 members 
Mstep: Class 12 contains 86895 members 
Mstep: Class 13 contains 29538 members 
Mstep: Class 14 contains 277610 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 19097 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25303 members 
Mstep: Class 19 contains 149720 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7162 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6874 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230080.000000 Penalty: 88451.726562
Iteration 107Q: 27 clusters Score -1.222301e+08 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 35475 members 
Mstep: Class 3 contains 19936 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 51347 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49358 members 
Mstep: Class 8 contains 5656 members 
Mstep: Class 9 contains 44381 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 28893 members 
Mstep: Class 12 contains 86878 members 
Mstep: Class 13 contains 29535 members 
Mstep: Class 14 contains 277563 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 19181 members 
Mstep: Class 17 contains 11343 members 
Mstep: Class 18 contains 25321 members 
Mstep: Class 19 contains 149591 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7165 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6874 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230424.000000 Penalty: 88451.726562
Iteration 108Q: 27 clusters Score -1.222304e+08 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 35452 members 
Mstep: Class 3 contains 19938 members 
Mstep: Class 4 contains 3082 members 
Mstep: Class 5 contains 51582 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49367 members 
Mstep: Class 8 contains 5659 members 
Mstep: Class 9 contains 44197 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 28946 members 
Mstep: Class 12 contains 86856 members 
Mstep: Class 13 contains 29533 members 
Mstep: Class 14 contains 277525 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 19266 members 
Mstep: Class 17 contains 11342 members 
Mstep: Class 18 contains 25331 members 
Mstep: Class 19 contains 149460 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7167 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6877 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230408.000000 Penalty: 88451.726562
Iteration 109Q: 27 clusters Score -1.222304e+08 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 35429 members 
Mstep: Class 3 contains 19948 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 51786 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49366 members 
Mstep: Class 8 contains 5664 members 
Mstep: Class 9 contains 44009 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 28993 members 
Mstep: Class 12 contains 86863 members 
Mstep: Class 13 contains 29535 members 
Mstep: Class 14 contains 277502 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 19342 members 
Mstep: Class 17 contains 11338 members 
Mstep: Class 18 contains 25340 members 
Mstep: Class 19 contains 149331 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7171 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6879 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230616.000000 Penalty: 88451.726562
Iteration 110Q: 27 clusters Score -1.222306e+08 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49280 members 
Mstep: Class 2 contains 35417 members 
Mstep: Class 3 contains 19957 members 
Mstep: Class 4 contains 3081 members 
Mstep: Class 5 contains 51996 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49368 members 
Mstep: Class 8 contains 5672 members 
Mstep: Class 9 contains 43827 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 29049 members 
Mstep: Class 12 contains 86836 members 
Mstep: Class 13 contains 29528 members 
Mstep: Class 14 contains 277476 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 19428 members 
Mstep: Class 17 contains 11340 members 
Mstep: Class 18 contains 25350 members 
Mstep: Class 19 contains 149192 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7177 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6883 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230592.000000 Penalty: 88451.726562
Iteration 111Q: 27 clusters Score -1.222306e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 35414 members 
Mstep: Class 3 contains 19968 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 52197 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49371 members 
Mstep: Class 8 contains 5678 members 
Mstep: Class 9 contains 43646 members 
Mstep: Class 10 contains 1140 members 
Mstep: Class 11 contains 29099 members 
Mstep: Class 12 contains 86820 members 
Mstep: Class 13 contains 29526 members 
Mstep: Class 14 contains 277419 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 19526 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25356 members 
Mstep: Class 19 contains 149069 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7179 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6887 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230720.000000 Penalty: 88451.726562
Iteration 112Q: 27 clusters Score -1.222307e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 35407 members 
Mstep: Class 3 contains 19978 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 52421 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49372 members 
Mstep: Class 8 contains 5681 members 
Mstep: Class 9 contains 43458 members 
Mstep: Class 10 contains 1142 members 
Mstep: Class 11 contains 29144 members 
Mstep: Class 12 contains 86798 members 
Mstep: Class 13 contains 29528 members 
Mstep: Class 14 contains 277374 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 19620 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25373 members 
Mstep: Class 19 contains 148930 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7182 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6889 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230848.000000 Penalty: 88451.726562
Iteration 113Q: 27 clusters Score -1.222308e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 35401 members 
Mstep: Class 3 contains 19982 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 52640 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49367 members 
Mstep: Class 8 contains 5689 members 
Mstep: Class 9 contains 43277 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 29186 members 
Mstep: Class 12 contains 86782 members 
Mstep: Class 13 contains 29523 members 
Mstep: Class 14 contains 277332 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 19710 members 
Mstep: Class 17 contains 11346 members 
Mstep: Class 18 contains 25392 members 
Mstep: Class 19 contains 148791 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7188 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6890 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231016.000000 Penalty: 88451.726562
Iteration 114Q: 27 clusters Score -1.22231e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 35388 members 
Mstep: Class 3 contains 19991 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 52858 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49358 members 
Mstep: Class 8 contains 5693 members 
Mstep: Class 9 contains 43122 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 29216 members 
Mstep: Class 12 contains 86751 members 
Mstep: Class 13 contains 29516 members 
Mstep: Class 14 contains 277282 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 19816 members 
Mstep: Class 17 contains 11346 members 
Mstep: Class 18 contains 25399 members 
Mstep: Class 19 contains 148667 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7190 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6896 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230992.000000 Penalty: 88451.726562
Iteration 115Q: 27 clusters Score -1.22231e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 35369 members 
Mstep: Class 3 contains 20007 members 
Mstep: Class 4 contains 3079 members 
Mstep: Class 5 contains 53054 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49359 members 
Mstep: Class 8 contains 5697 members 
Mstep: Class 9 contains 42982 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 29259 members 
Mstep: Class 12 contains 86715 members 
Mstep: Class 13 contains 29509 members 
Mstep: Class 14 contains 277228 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 19919 members 
Mstep: Class 17 contains 11342 members 
Mstep: Class 18 contains 25407 members 
Mstep: Class 19 contains 148544 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7191 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6903 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231032.000000 Penalty: 88451.726562
Iteration 116Q: 27 clusters Score -1.22231e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 35349 members 
Mstep: Class 3 contains 20028 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 53234 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49359 members 
Mstep: Class 8 contains 5700 members 
Mstep: Class 9 contains 42851 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 29307 members 
Mstep: Class 12 contains 86669 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 277183 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 20027 members 
Mstep: Class 17 contains 11340 members 
Mstep: Class 18 contains 25416 members 
Mstep: Class 19 contains 148417 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7193 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6907 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230768.000000 Penalty: 88451.726562
Iteration 117Q: 27 clusters Score -1.222308e+08 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 35315 members 
Mstep: Class 3 contains 20049 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 53440 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49357 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 42713 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 12 contains 86608 members 
Mstep: Class 13 contains 29506 members 
Mstep: Class 14 contains 277131 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 20119 members 
Mstep: Class 17 contains 11339 members 
Mstep: Class 18 contains 25426 members 
Mstep: Class 19 contains 148316 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7198 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6910 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230912.000000 Penalty: 88451.726562
Iteration 118Q: 27 clusters Score -1.222309e+08 nChanged 732
Entering ConstructFrom: 
Score: -122230912.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (49287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Entering Unmasked Estep 
Score: -6626371.000000 Penalty: 2679.743164
	Iteration 0F: 2 clusters Score -6626371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -6593162.000000 Penalty: 5359.486328
	Iteration 0F: 3 clusters Score -6593162 nChanged 22835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -6606170.000000 Penalty: 5359.486328
	Iteration 1F: 3 clusters Score -6606170 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -6607866.000000 Penalty: 5359.486328
	Iteration 2F: 3 clusters Score -6607866 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -6610781.000000 Penalty: 5359.486328
	Iteration 3F: 3 clusters Score -6610781 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -6614386.500000 Penalty: 5359.486328
	Iteration 4F: 3 clusters Score -6614386 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -6617262.000000 Penalty: 5359.486328
	Iteration 5F: 3 clusters Score -6617262 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -6618885.500000 Penalty: 5359.486328
	Iteration 6F: 3 clusters Score -6618886 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -6619735.500000 Penalty: 5359.486328
	Iteration 7Q: 3 clusters Score -6619736 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -6620231.500000 Penalty: 5359.486328
	Iteration 8Q: 3 clusters Score -6620232 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -6620634.500000 Penalty: 5359.486328
	Iteration 9Q: 3 clusters Score -6620634 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -6621039.500000 Penalty: 5359.486328
	Iteration 10Q: 3 clusters Score -6621040 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -6621506.500000 Penalty: 5359.486328
	Iteration 11Q: 3 clusters Score -6621506 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -6621926.500000 Penalty: 5359.486328
	Iteration 12Q: 3 clusters Score -6621926 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -6622316.000000 Penalty: 5359.486328
	Iteration 13Q: 3 clusters Score -6622316 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -6622764.000000 Penalty: 5359.486328
	Iteration 14Q: 3 clusters Score -6622764 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -6623245.000000 Penalty: 5359.486328
	Iteration 15Q: 3 clusters Score -6623245 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -6623625.500000 Penalty: 5359.486328
	Iteration 16Q: 3 clusters Score -6623626 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -6623964.500000 Penalty: 5359.486328
	Iteration 17Q: 3 clusters Score -6623964 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -6624304.500000 Penalty: 5359.486328
	Iteration 18Q: 3 clusters Score -6624304 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -6624575.000000 Penalty: 5359.486328
	Iteration 19Q: 3 clusters Score -6624575 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -6624832.000000 Penalty: 5359.486328
	Iteration 20F: 3 clusters Score -6624832 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -6625056.000000 Penalty: 5359.486328
	Iteration 21Q: 3 clusters Score -6625056 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -6625268.000000 Penalty: 5359.486328
	Iteration 22Q: 3 clusters Score -6625268 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -6625432.000000 Penalty: 5359.486328
	Iteration 23Q: 3 clusters Score -6625432 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -6625579.500000 Penalty: 5359.486328
	Iteration 24Q: 3 clusters Score -6625580 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -6625677.500000 Penalty: 5359.486328
	Iteration 25Q: 3 clusters Score -6625678 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -6625771.500000 Penalty: 5359.486328
	Iteration 26Q: 3 clusters Score -6625772 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -6625882.000000 Penalty: 5359.486328
	Iteration 27Q: 3 clusters Score -6625882 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -6625980.000000 Penalty: 5359.486328
	Iteration 28Q: 3 clusters Score -6625980 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -6626080.000000 Penalty: 5359.486328
	Iteration 29Q: 3 clusters Score -6626080 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -6626188.500000 Penalty: 5359.486328
	Iteration 30Q: 3 clusters Score -6626188 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -6626293.500000 Penalty: 5359.486328
	Iteration 31Q: 3 clusters Score -6626294 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -6626401.500000 Penalty: 5359.486328
	Iteration 32Q: 3 clusters Score -6626402 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -6626491.000000 Penalty: 5359.486328
	Iteration 33Q: 3 clusters Score -6626491 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -6626530.500000 Penalty: 5359.486328
	Iteration 34Q: 3 clusters Score -6626530 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44842 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -6626556.500000 Penalty: 5359.486328
	Iteration 35Q: 3 clusters Score -6626556 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -6626580.000000 Penalty: 5359.486328
	Iteration 36Q: 3 clusters Score -6626580 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -6626602.000000 Penalty: 5359.486328
	Iteration 37Q: 3 clusters Score -6626602 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -6626605.500000 Penalty: 5359.486328
	Iteration 38Q: 3 clusters Score -6626606 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -6626630.000000 Penalty: 5359.486328
	Iteration 39Q: 3 clusters Score -6626630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -6626623.000000 Penalty: 5359.486328
	Iteration 40F: 3 clusters Score -6626623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -6626639.000000 Penalty: 5359.486328
	Iteration 41Q: 3 clusters Score -6626639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -6626642.000000 Penalty: 5359.486328
	Iteration 42Q: 3 clusters Score -6626642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -6626641.500000 Penalty: 5359.486328
	Iteration 43Q: 3 clusters Score -6626642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -6626638.000000 Penalty: 5359.486328
	Iteration 44Q: 3 clusters Score -6626638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -6626647.500000 Penalty: 5359.486328
	Iteration 45Q: 3 clusters Score -6626648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -6626662.500000 Penalty: 5359.486328
	Iteration 46Q: 3 clusters Score -6626662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -6626668.500000 Penalty: 5359.486328
	Iteration 47Q: 3 clusters Score -6626668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -6626677.500000 Penalty: 5359.486328
	Iteration 48Q: 3 clusters Score -6626678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6626677.000000 Penalty: 5359.486328
	Iteration 49Q: 3 clusters Score -6626677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -6626676.500000 Penalty: 5359.486328
	Iteration 50Q: 3 clusters Score -6626676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -6626685.000000 Penalty: 5359.486328
	Iteration 51Q: 3 clusters Score -6626685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -6626679.000000 Penalty: 5359.486328
	Iteration 52Q: 3 clusters Score -6626679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -6626681.000000 Penalty: 5359.486328
	Iteration 53Q: 3 clusters Score -6626681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -6626678.000000 Penalty: 5359.486328
	Iteration 54Q: 3 clusters Score -6626678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -6626672.500000 Penalty: 5359.486328
	Iteration 55Q: 3 clusters Score -6626672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -6626676.500000 Penalty: 5359.486328
	Iteration 56Q: 3 clusters Score -6626676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -6626683.500000 Penalty: 5359.486328
	Iteration 57Q: 3 clusters Score -6626684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6626682.000000 Penalty: 5359.486328
	Iteration 58Q: 3 clusters Score -6626682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6626679.500000 Penalty: 5359.486328
	Iteration 59Q: 3 clusters Score -6626680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6626678.500000 Penalty: 5359.486328
	Iteration 60F: 3 clusters Score -6626678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -6626687.500000 Penalty: 5359.486328
	Iteration 61Q: 3 clusters Score -6626688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -6626684.000000 Penalty: 5359.486328
	Iteration 62Q: 3 clusters Score -6626684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -6626680.000000 Penalty: 5359.486328
	Iteration 63Q: 3 clusters Score -6626680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -6626680.500000 Penalty: 5359.486328
	Iteration 64Q: 3 clusters Score -6626680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -6626680.500000 Penalty: 5359.486328
	Iteration 65F: 3 clusters Score -6626680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 35296 members 
Mstep: Class 3 contains 20063 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 53638 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49359 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 42568 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 29395 members 
Mstep: Class 12 contains 86558 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 277098 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 20206 members 
Mstep: Class 17 contains 11337 members 
Mstep: Class 18 contains 25434 members 
Mstep: Class 19 contains 148218 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6905 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 3736 members 
Entering Unmasked Estep 
Score: -122230408.000000 Penalty: 91853.718750
Splitting cluster 1 changes total score from -122230912.000000 to -122230408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (35296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Entering Unmasked Estep 
Score: -4822396.000000 Penalty: 2596.938232
	Iteration 0F: 2 clusters Score -4822396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -4798360.000000 Penalty: 5193.876465
	Iteration 0F: 3 clusters Score -4798360 nChanged 16045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -4807208.000000 Penalty: 5193.876465
	Iteration 1F: 3 clusters Score -4807208 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -4807868.500000 Penalty: 5193.876465
	Iteration 2Q: 3 clusters Score -4807868 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -4808606.000000 Penalty: 5193.876465
	Iteration 3Q: 3 clusters Score -4808606 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -4809561.000000 Penalty: 5193.876465
	Iteration 4F: 3 clusters Score -4809561 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -4810824.000000 Penalty: 5193.876465
	Iteration 5F: 3 clusters Score -4810824 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -4812401.500000 Penalty: 5193.876465
	Iteration 6F: 3 clusters Score -4812402 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -4814210.500000 Penalty: 5193.876465
	Iteration 7F: 3 clusters Score -4814210 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -4815980.000000 Penalty: 5193.876465
	Iteration 8F: 3 clusters Score -4815980 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -4817504.000000 Penalty: 5193.876465
	Iteration 9F: 3 clusters Score -4817504 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -4818668.000000 Penalty: 5193.876465
	Iteration 10Q: 3 clusters Score -4818668 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -4819382.500000 Penalty: 5193.876465
	Iteration 11Q: 3 clusters Score -4819382 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -4819913.500000 Penalty: 5193.876465
	Iteration 12Q: 3 clusters Score -4819914 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4820298.000000 Penalty: 5193.876465
	Iteration 13Q: 3 clusters Score -4820298 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4820548.500000 Penalty: 5193.876465
	Iteration 14Q: 3 clusters Score -4820548 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -4820722.000000 Penalty: 5193.876465
	Iteration 15Q: 3 clusters Score -4820722 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4820803.500000 Penalty: 5193.876465
	Iteration 16Q: 3 clusters Score -4820804 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -4820852.500000 Penalty: 5193.876465
	Iteration 17Q: 3 clusters Score -4820852 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4820885.500000 Penalty: 5193.876465
	Iteration 18Q: 3 clusters Score -4820886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -4820913.000000 Penalty: 5193.876465
	Iteration 19Q: 3 clusters Score -4820913 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4820937.000000 Penalty: 5193.876465
	Iteration 20F: 3 clusters Score -4820937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4820945.000000 Penalty: 5193.876465
	Iteration 21Q: 3 clusters Score -4820945 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4820962.000000 Penalty: 5193.876465
	Iteration 22Q: 3 clusters Score -4820962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4820964.000000 Penalty: 5193.876465
	Iteration 23Q: 3 clusters Score -4820964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4820982.000000 Penalty: 5193.876465
	Iteration 24Q: 3 clusters Score -4820982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33123 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4820975.000000 Penalty: 5193.876465
	Iteration 25Q: 3 clusters Score -4820975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -4820977.500000 Penalty: 5193.876465
	Iteration 26Q: 3 clusters Score -4820978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4820983.000000 Penalty: 5193.876465
	Iteration 27Q: 3 clusters Score -4820983 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -4820991.500000 Penalty: 5193.876465
	Iteration 28Q: 3 clusters Score -4820992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4820990.000000 Penalty: 5193.876465
	Iteration 29Q: 3 clusters Score -4820990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -4820996.500000 Penalty: 5193.876465
	Iteration 30Q: 3 clusters Score -4820996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4821000.000000 Penalty: 5193.876465
	Iteration 31Q: 3 clusters Score -4821000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -4821003.000000 Penalty: 5193.876465
	Iteration 32Q: 3 clusters Score -4821003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4820999.500000 Penalty: 5193.876465
	Iteration 33Q: 3 clusters Score -4821000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4821002.000000 Penalty: 5193.876465
	Iteration 34Q: 3 clusters Score -4821002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -4821004.500000 Penalty: 5193.876465
	Iteration 35Q: 3 clusters Score -4821004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4821004.000000 Penalty: 5193.876465
	Iteration 36Q: 3 clusters Score -4821004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -4821009.500000 Penalty: 5193.876465
	Iteration 37Q: 3 clusters Score -4821010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4821015.500000 Penalty: 5193.876465
	Iteration 38Q: 3 clusters Score -4821016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4821011.500000 Penalty: 5193.876465
	Iteration 39Q: 3 clusters Score -4821012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -4821012.000000 Penalty: 5193.876465
	Iteration 40F: 3 clusters Score -4821012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4821013.500000 Penalty: 5193.876465
	Iteration 41Q: 3 clusters Score -4821014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -4821017.000000 Penalty: 5193.876465
	Iteration 42Q: 3 clusters Score -4821017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4821015.500000 Penalty: 5193.876465
	Iteration 43Q: 3 clusters Score -4821016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4821016.500000 Penalty: 5193.876465
	Iteration 44Q: 3 clusters Score -4821016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4821015.000000 Penalty: 5193.876465
	Iteration 45Q: 3 clusters Score -4821015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4821019.000000 Penalty: 5193.876465
	Iteration 46Q: 3 clusters Score -4821019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4821019.000000 Penalty: 5193.876465
	Iteration 47Q: 3 clusters Score -4821019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -4821019.000000 Penalty: 5193.876465
	Iteration 48F: 3 clusters Score -4821019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Entering Unmasked Estep 
Score: -2713922.500000 Penalty: 2456.844727
	Iteration 0F: 2 clusters Score -2713922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2699867.000000 Penalty: 4913.689453
	Iteration 0F: 3 clusters Score -2699867 nChanged 8869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2705106.750000 Penalty: 4913.689453
	Iteration 1F: 3 clusters Score -2705107 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -2705996.750000 Penalty: 4913.689453
	Iteration 2F: 3 clusters Score -2705997 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2707208.250000 Penalty: 4913.689453
	Iteration 3F: 3 clusters Score -2707208 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2708749.000000 Penalty: 4913.689453
	Iteration 4F: 3 clusters Score -2708749 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2710744.750000 Penalty: 4913.689453
	Iteration 5F: 3 clusters Score -2710745 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2712690.250000 Penalty: 4913.689453
	Iteration 6F: 3 clusters Score -2712690 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -2713881.000000 Penalty: 4913.689453
	Iteration 7F: 3 clusters Score -2713881 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -2714359.250000 Penalty: 4913.689453
	Iteration 8Q: 3 clusters Score -2714359 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2714509.750000 Penalty: 4913.689453
	Iteration 9Q: 3 clusters Score -2714510 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2714563.500000 Penalty: 4913.689453
	Iteration 10Q: 3 clusters Score -2714564 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2714584.250000 Penalty: 4913.689453
	Iteration 11Q: 3 clusters Score -2714584 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -2714592.500000 Penalty: 4913.689453
	Iteration 12Q: 3 clusters Score -2714592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2714594.500000 Penalty: 4913.689453
	Iteration 13Q: 3 clusters Score -2714594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2714590.250000 Penalty: 4913.689453
	Iteration 14Q: 3 clusters Score -2714590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2714589.250000 Penalty: 4913.689453
	Iteration 15Q: 3 clusters Score -2714589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2714589.250000 Penalty: 4913.689453
	Iteration 16F: 3 clusters Score -2714589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 35296 members 
Mstep: Class 3 contains 6443 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 53638 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49359 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 42568 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 29395 members 
Mstep: Class 12 contains 86558 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 277098 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 20206 members 
Mstep: Class 17 contains 11337 members 
Mstep: Class 18 contains 25434 members 
Mstep: Class 19 contains 148218 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6905 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 13620 members 
Entering Unmasked Estep 
Score: -122230680.000000 Penalty: 91853.718750
Splitting cluster 3 changes total score from -122230912.000000 to -122230680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Entering Unmasked Estep 
Score: -437650.593750 Penalty: 1991.702881
	Iteration 0F: 2 clusters Score -437650.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -434334.218750 Penalty: 3983.405762
	Iteration 0F: 3 clusters Score -434334.2 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -435024.312500 Penalty: 3983.405762
	Iteration 1F: 3 clusters Score -435024.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -435167.656250 Penalty: 3983.405762
	Iteration 2F: 3 clusters Score -435167.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -435250.093750 Penalty: 3983.405762
	Iteration 3Q: 3 clusters Score -435250.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -435302.437500 Penalty: 3983.405762
	Iteration 4Q: 3 clusters Score -435302.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -435339.375000 Penalty: 3983.405762
	Iteration 5Q: 3 clusters Score -435339.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -435361.843750 Penalty: 3983.405762
	Iteration 6Q: 3 clusters Score -435361.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -435394.343750 Penalty: 3983.405762
	Iteration 7Q: 3 clusters Score -435394.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -435424.968750 Penalty: 3983.405762
	Iteration 8Q: 3 clusters Score -435425 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -435452.718750 Penalty: 3983.405762
	Iteration 9Q: 3 clusters Score -435452.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -435471.718750 Penalty: 3983.405762
	Iteration 10Q: 3 clusters Score -435471.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -435487.562500 Penalty: 3983.405762
	Iteration 11Q: 3 clusters Score -435487.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -435503.812500 Penalty: 3983.405762
	Iteration 12Q: 3 clusters Score -435503.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -435521.937500 Penalty: 3983.405762
	Iteration 13Q: 3 clusters Score -435521.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -435538.875000 Penalty: 3983.405762
	Iteration 14Q: 3 clusters Score -435538.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -435552.625000 Penalty: 3983.405762
	Iteration 15Q: 3 clusters Score -435552.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -435566.406250 Penalty: 3983.405762
	Iteration 16Q: 3 clusters Score -435566.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -435581.218750 Penalty: 3983.405762
	Iteration 17Q: 3 clusters Score -435581.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -435595.343750 Penalty: 3983.405762
	Iteration 18Q: 3 clusters Score -435595.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -435606.593750 Penalty: 3983.405762
	Iteration 19Q: 3 clusters Score -435606.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -435618.500000 Penalty: 3983.405762
	Iteration 20F: 3 clusters Score -435618.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -435632.500000 Penalty: 3983.405762
	Iteration 21Q: 3 clusters Score -435632.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -435640.531250 Penalty: 3983.405762
	Iteration 22Q: 3 clusters Score -435640.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -435648.718750 Penalty: 3983.405762
	Iteration 23Q: 3 clusters Score -435648.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -435657.937500 Penalty: 3983.405762
	Iteration 24Q: 3 clusters Score -435657.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -435664.000000 Penalty: 3983.405762
	Iteration 25Q: 3 clusters Score -435664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -435670.000000 Penalty: 3983.405762
	Iteration 26Q: 3 clusters Score -435670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -435679.250000 Penalty: 3983.405762
	Iteration 27Q: 3 clusters Score -435679.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -435686.250000 Penalty: 3983.405762
	Iteration 28Q: 3 clusters Score -435686.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -435696.125000 Penalty: 3983.405762
	Iteration 29Q: 3 clusters Score -435696.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -435705.031250 Penalty: 3983.405762
	Iteration 30Q: 3 clusters Score -435705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -435715.000000 Penalty: 3983.405762
	Iteration 31Q: 3 clusters Score -435715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -435722.937500 Penalty: 3983.405762
	Iteration 32Q: 3 clusters Score -435722.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -435731.812500 Penalty: 3983.405762
	Iteration 33Q: 3 clusters Score -435731.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -435739.812500 Penalty: 3983.405762
	Iteration 34Q: 3 clusters Score -435739.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -435746.468750 Penalty: 3983.405762
	Iteration 35Q: 3 clusters Score -435746.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -435753.437500 Penalty: 3983.405762
	Iteration 36Q: 3 clusters Score -435753.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -435759.531250 Penalty: 3983.405762
	Iteration 37Q: 3 clusters Score -435759.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -435764.000000 Penalty: 3983.405762
	Iteration 38Q: 3 clusters Score -435764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -435767.750000 Penalty: 3983.405762
	Iteration 39Q: 3 clusters Score -435767.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -435774.281250 Penalty: 3983.405762
	Iteration 40F: 3 clusters Score -435774.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -435778.906250 Penalty: 3983.405762
	Iteration 41Q: 3 clusters Score -435778.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -435779.750000 Penalty: 3983.405762
	Iteration 42Q: 3 clusters Score -435779.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -435781.312500 Penalty: 3983.405762
	Iteration 43Q: 3 clusters Score -435781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -435782.687500 Penalty: 3983.405762
	Iteration 44Q: 3 clusters Score -435782.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -435784.343750 Penalty: 3983.405762
	Iteration 45Q: 3 clusters Score -435784.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -435784.500000 Penalty: 3983.405762
	Iteration 46Q: 3 clusters Score -435784.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -435786.125000 Penalty: 3983.405762
	Iteration 47Q: 3 clusters Score -435786.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -435786.906250 Penalty: 3983.405762
	Iteration 48Q: 3 clusters Score -435786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -435786.562500 Penalty: 3983.405762
	Iteration 49Q: 3 clusters Score -435786.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -435786.562500 Penalty: 3983.405762
	Iteration 50F: 3 clusters Score -435786.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (53638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Entering Unmasked Estep 
Score: -7226955.000000 Penalty: 2700.723145
	Iteration 0F: 2 clusters Score -7226955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -7190967.500000 Penalty: 5401.446289
	Iteration 0F: 3 clusters Score -7190968 nChanged 24714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -7204528.000000 Penalty: 5401.446289
	Iteration 1F: 3 clusters Score -7204528 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -7205392.500000 Penalty: 5401.446289
	Iteration 2Q: 3 clusters Score -7205392 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -7206413.500000 Penalty: 5401.446289
	Iteration 3Q: 3 clusters Score -7206414 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -7207692.500000 Penalty: 5401.446289
	Iteration 4Q: 3 clusters Score -7207692 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -7209364.000000 Penalty: 5401.446289
	Iteration 5F: 3 clusters Score -7209364 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -7211543.000000 Penalty: 5401.446289
	Iteration 6F: 3 clusters Score -7211543 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -7214173.500000 Penalty: 5401.446289
	Iteration 7F: 3 clusters Score -7214174 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -7216802.500000 Penalty: 5401.446289
	Iteration 8F: 3 clusters Score -7216802 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -7218975.000000 Penalty: 5401.446289
	Iteration 9F: 3 clusters Score -7218975 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -7220620.000000 Penalty: 5401.446289
	Iteration 10Q: 3 clusters Score -7220620 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -7221865.500000 Penalty: 5401.446289
	Iteration 11Q: 3 clusters Score -7221866 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -7222799.000000 Penalty: 5401.446289
	Iteration 12Q: 3 clusters Score -7222799 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -7223376.000000 Penalty: 5401.446289
	Iteration 13Q: 3 clusters Score -7223376 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -7223805.500000 Penalty: 5401.446289
	Iteration 14Q: 3 clusters Score -7223806 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -7224114.000000 Penalty: 5401.446289
	Iteration 15Q: 3 clusters Score -7224114 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -7224330.000000 Penalty: 5401.446289
	Iteration 16Q: 3 clusters Score -7224330 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 51335 members 
Entering Unmasked Estep 
Score: -7224449.000000 Penalty: 5401.446289
	Iteration 17Q: 3 clusters Score -7224449 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -7224555.000000 Penalty: 5401.446289
	Iteration 18Q: 3 clusters Score -7224555 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -7224624.500000 Penalty: 5401.446289
	Iteration 19Q: 3 clusters Score -7224624 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 51722 members 
Entering Unmasked Estep 
Score: -7224681.000000 Penalty: 5401.446289
	Iteration 20F: 3 clusters Score -7224681 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 51799 members 
Entering Unmasked Estep 
Score: -7224698.500000 Penalty: 5401.446289
	Iteration 21Q: 3 clusters Score -7224698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -7224739.000000 Penalty: 5401.446289
	Iteration 22Q: 3 clusters Score -7224739 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -7224767.500000 Penalty: 5401.446289
	Iteration 23Q: 3 clusters Score -7224768 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -7224776.500000 Penalty: 5401.446289
	Iteration 24Q: 3 clusters Score -7224776 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 51991 members 
Entering Unmasked Estep 
Score: -7224807.500000 Penalty: 5401.446289
	Iteration 25Q: 3 clusters Score -7224808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -7224828.000000 Penalty: 5401.446289
	Iteration 26Q: 3 clusters Score -7224828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -7224833.500000 Penalty: 5401.446289
	Iteration 27Q: 3 clusters Score -7224834 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 52084 members 
Entering Unmasked Estep 
Score: -7224836.500000 Penalty: 5401.446289
	Iteration 28Q: 3 clusters Score -7224836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 52105 members 
Entering Unmasked Estep 
Score: -7224853.500000 Penalty: 5401.446289
	Iteration 29Q: 3 clusters Score -7224854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -7224863.000000 Penalty: 5401.446289
	Iteration 30Q: 3 clusters Score -7224863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -7224869.500000 Penalty: 5401.446289
	Iteration 31Q: 3 clusters Score -7224870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 52149 members 
Entering Unmasked Estep 
Score: -7224881.500000 Penalty: 5401.446289
	Iteration 32Q: 3 clusters Score -7224882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -7224880.500000 Penalty: 5401.446289
	Iteration 33Q: 3 clusters Score -7224880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -7224885.500000 Penalty: 5401.446289
	Iteration 34Q: 3 clusters Score -7224886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 52198 members 
Entering Unmasked Estep 
Score: -7224879.000000 Penalty: 5401.446289
	Iteration 35Q: 3 clusters Score -7224879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 52212 members 
Entering Unmasked Estep 
Score: -7224887.000000 Penalty: 5401.446289
	Iteration 36Q: 3 clusters Score -7224887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -7224893.500000 Penalty: 5401.446289
	Iteration 37Q: 3 clusters Score -7224894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -7224904.500000 Penalty: 5401.446289
	Iteration 38Q: 3 clusters Score -7224904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -7224918.500000 Penalty: 5401.446289
	Iteration 39Q: 3 clusters Score -7224918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 52270 members 
Entering Unmasked Estep 
Score: -7224917.500000 Penalty: 5401.446289
	Iteration 40F: 3 clusters Score -7224918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 52280 members 
Entering Unmasked Estep 
Score: -7224918.500000 Penalty: 5401.446289
	Iteration 41Q: 3 clusters Score -7224918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -7224923.000000 Penalty: 5401.446289
	Iteration 42Q: 3 clusters Score -7224923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 52302 members 
Entering Unmasked Estep 
Score: -7224939.000000 Penalty: 5401.446289
	Iteration 43Q: 3 clusters Score -7224939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -7224939.500000 Penalty: 5401.446289
	Iteration 44Q: 3 clusters Score -7224940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 52315 members 
Entering Unmasked Estep 
Score: -7224937.500000 Penalty: 5401.446289
	Iteration 45Q: 3 clusters Score -7224938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -7224947.500000 Penalty: 5401.446289
	Iteration 46Q: 3 clusters Score -7224948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -7224935.000000 Penalty: 5401.446289
	Iteration 47Q: 3 clusters Score -7224935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 52326 members 
Entering Unmasked Estep 
Score: -7224940.000000 Penalty: 5401.446289
	Iteration 48Q: 3 clusters Score -7224940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 52331 members 
Entering Unmasked Estep 
Score: -7224940.000000 Penalty: 5401.446289
	Iteration 49Q: 3 clusters Score -7224940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -7224950.500000 Penalty: 5401.446289
	Iteration 50Q: 3 clusters Score -7224950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
Score: -7224951.000000 Penalty: 5401.446289
	Iteration 51Q: 3 clusters Score -7224951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 52354 members 
Entering Unmasked Estep 
Score: -7224942.000000 Penalty: 5401.446289
	Iteration 52Q: 3 clusters Score -7224942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -7224942.000000 Penalty: 5401.446289
	Iteration 53Q: 3 clusters Score -7224942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -7224947.000000 Penalty: 5401.446289
	Iteration 54Q: 3 clusters Score -7224947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 52366 members 
Entering Unmasked Estep 
Score: -7224951.000000 Penalty: 5401.446289
	Iteration 55Q: 3 clusters Score -7224951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -7224953.500000 Penalty: 5401.446289
	Iteration 56Q: 3 clusters Score -7224954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -7224953.500000 Penalty: 5401.446289
	Iteration 57Q: 3 clusters Score -7224954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -7224954.500000 Penalty: 5401.446289
	Iteration 58Q: 3 clusters Score -7224954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -7224955.500000 Penalty: 5401.446289
	Iteration 59Q: 3 clusters Score -7224956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -7224961.500000 Penalty: 5401.446289
	Iteration 60F: 3 clusters Score -7224962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 52401 members 
Entering Unmasked Estep 
Score: -7224962.500000 Penalty: 5401.446289
	Iteration 61Q: 3 clusters Score -7224962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -7224961.000000 Penalty: 5401.446289
	Iteration 62Q: 3 clusters Score -7224961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -7224969.000000 Penalty: 5401.446289
	Iteration 63Q: 3 clusters Score -7224969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -7224969.000000 Penalty: 5401.446289
	Iteration 64F: 3 clusters Score -7224969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103456.054688 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101827.265625 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101827.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102374.937500 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102374.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -102652.984375 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -102653 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -102848.257812 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -102848.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -102956.812500 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -102956.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -103066.523438 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -103066.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -103230.281250 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -103230.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -103422.179688 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -103422.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -103678.960938 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -103679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -103910.953125 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -103911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103990.367188 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -103990.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -104058.617188 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -104058.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -104099.242188 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -104099.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -104115.867188 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -104115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -104115.867188 Penalty: 3322.340820
	Iteration 14F: 3 clusters Score -104115.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 35296 members 
Mstep: Class 3 contains 20063 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 53638 members 
Mstep: Class 6 contains 225 members 
Mstep: Class 7 contains 49359 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 42568 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 29395 members 
Mstep: Class 12 contains 86558 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 277098 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 20206 members 
Mstep: Class 17 contains 11337 members 
Mstep: Class 18 contains 25434 members 
Mstep: Class 19 contains 148218 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6905 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 586 members 
Entering Unmasked Estep 
Score: -122229592.000000 Penalty: 91853.718750
Splitting cluster 6 changes total score from -122230912.000000 to -122229592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (49359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49359 members 
Entering Unmasked Estep 
Score: -6823099.000000 Penalty: 2680.104980
	Iteration 0F: 2 clusters Score -6823099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -6789855.500000 Penalty: 5360.209961
	Iteration 0F: 3 clusters Score -6789856 nChanged 22760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -6802401.500000 Penalty: 5360.209961
	Iteration 1F: 3 clusters Score -6802402 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -6803167.500000 Penalty: 5360.209961
	Iteration 2Q: 3 clusters Score -6803168 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -6804072.500000 Penalty: 5360.209961
	Iteration 3Q: 3 clusters Score -6804072 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -6805235.500000 Penalty: 5360.209961
	Iteration 4Q: 3 clusters Score -6805236 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -6806760.000000 Penalty: 5360.209961
	Iteration 5F: 3 clusters Score -6806760 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -6808479.000000 Penalty: 5360.209961
	Iteration 6F: 3 clusters Score -6808479 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -6810219.500000 Penalty: 5360.209961
	Iteration 7F: 3 clusters Score -6810220 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -6811540.500000 Penalty: 5360.209961
	Iteration 8F: 3 clusters Score -6811540 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -6812485.500000 Penalty: 5360.209961
	Iteration 9Q: 3 clusters Score -6812486 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -6813066.500000 Penalty: 5360.209961
	Iteration 10Q: 3 clusters Score -6813066 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -6813412.500000 Penalty: 5360.209961
	Iteration 11Q: 3 clusters Score -6813412 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -6813635.000000 Penalty: 5360.209961
	Iteration 12Q: 3 clusters Score -6813635 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -6813767.000000 Penalty: 5360.209961
	Iteration 13Q: 3 clusters Score -6813767 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -6813916.500000 Penalty: 5360.209961
	Iteration 14Q: 3 clusters Score -6813916 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -6814044.500000 Penalty: 5360.209961
	Iteration 15Q: 3 clusters Score -6814044 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 31909 members 
Entering Unmasked Estep 
Score: -6814205.000000 Penalty: 5360.209961
	Iteration 16Q: 3 clusters Score -6814205 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -6814368.500000 Penalty: 5360.209961
	Iteration 17Q: 3 clusters Score -6814368 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -6814545.500000 Penalty: 5360.209961
	Iteration 18Q: 3 clusters Score -6814546 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -6814723.500000 Penalty: 5360.209961
	Iteration 19Q: 3 clusters Score -6814724 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -6814880.000000 Penalty: 5360.209961
	Iteration 20F: 3 clusters Score -6814880 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -6815086.000000 Penalty: 5360.209961
	Iteration 21Q: 3 clusters Score -6815086 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -6815362.500000 Penalty: 5360.209961
	Iteration 22Q: 3 clusters Score -6815362 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -6815662.000000 Penalty: 5360.209961
	Iteration 23Q: 3 clusters Score -6815662 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -6816046.000000 Penalty: 5360.209961
	Iteration 24Q: 3 clusters Score -6816046 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -6816452.500000 Penalty: 5360.209961
	Iteration 25Q: 3 clusters Score -6816452 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -6816935.000000 Penalty: 5360.209961
	Iteration 26Q: 3 clusters Score -6816935 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -6817419.000000 Penalty: 5360.209961
	Iteration 27Q: 3 clusters Score -6817419 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -6817874.000000 Penalty: 5360.209961
	Iteration 28Q: 3 clusters Score -6817874 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -6818289.000000 Penalty: 5360.209961
	Iteration 29Q: 3 clusters Score -6818289 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -6818669.000000 Penalty: 5360.209961
	Iteration 30Q: 3 clusters Score -6818669 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -6819030.000000 Penalty: 5360.209961
	Iteration 31Q: 3 clusters Score -6819030 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -6819313.000000 Penalty: 5360.209961
	Iteration 32Q: 3 clusters Score -6819313 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -6819565.000000 Penalty: 5360.209961
	Iteration 33Q: 3 clusters Score -6819565 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -6819802.000000 Penalty: 5360.209961
	Iteration 34Q: 3 clusters Score -6819802 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 47316 members 
Entering Unmasked Estep 
Score: -6819954.500000 Penalty: 5360.209961
	Iteration 35Q: 3 clusters Score -6819954 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -6820098.500000 Penalty: 5360.209961
	Iteration 36Q: 3 clusters Score -6820098 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 47856 members 
Entering Unmasked Estep 
Score: -6820219.500000 Penalty: 5360.209961
	Iteration 37Q: 3 clusters Score -6820220 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -6820321.000000 Penalty: 5360.209961
	Iteration 38Q: 3 clusters Score -6820321 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -6820403.500000 Penalty: 5360.209961
	Iteration 39Q: 3 clusters Score -6820404 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -6820478.500000 Penalty: 5360.209961
	Iteration 40F: 3 clusters Score -6820478 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -6820526.000000 Penalty: 5360.209961
	Iteration 41Q: 3 clusters Score -6820526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -6820557.500000 Penalty: 5360.209961
	Iteration 42Q: 3 clusters Score -6820558 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -6820577.000000 Penalty: 5360.209961
	Iteration 43Q: 3 clusters Score -6820577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -6820629.000000 Penalty: 5360.209961
	Iteration 44Q: 3 clusters Score -6820629 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -6820652.500000 Penalty: 5360.209961
	Iteration 45Q: 3 clusters Score -6820652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -6820675.000000 Penalty: 5360.209961
	Iteration 46Q: 3 clusters Score -6820675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -6820686.500000 Penalty: 5360.209961
	Iteration 47Q: 3 clusters Score -6820686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -6820703.000000 Penalty: 5360.209961
	Iteration 48Q: 3 clusters Score -6820703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -6820703.000000 Penalty: 5360.209961
	Iteration 49Q: 3 clusters Score -6820703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -6820705.500000 Penalty: 5360.209961
	Iteration 50Q: 3 clusters Score -6820706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -6820713.000000 Penalty: 5360.209961
	Iteration 51Q: 3 clusters Score -6820713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -6820718.000000 Penalty: 5360.209961
	Iteration 52Q: 3 clusters Score -6820718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -6820722.500000 Penalty: 5360.209961
	Iteration 53Q: 3 clusters Score -6820722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -6820723.000000 Penalty: 5360.209961
	Iteration 54Q: 3 clusters Score -6820723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 48711 members 
Entering Unmasked Estep 
Score: -6820733.500000 Penalty: 5360.209961
	Iteration 55Q: 3 clusters Score -6820734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -6820737.500000 Penalty: 5360.209961
	Iteration 56Q: 3 clusters Score -6820738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -6820749.500000 Penalty: 5360.209961
	Iteration 57Q: 3 clusters Score -6820750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -6820754.000000 Penalty: 5360.209961
	Iteration 58Q: 3 clusters Score -6820754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -6820762.000000 Penalty: 5360.209961
	Iteration 59Q: 3 clusters Score -6820762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48747 members 
Entering Unmasked Estep 
Score: -6820764.000000 Penalty: 5360.209961
	Iteration 60F: 3 clusters Score -6820764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -6820764.500000 Penalty: 5360.209961
	Iteration 61Q: 3 clusters Score -6820764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -6820769.000000 Penalty: 5360.209961
	Iteration 62Q: 3 clusters Score -6820769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -6820770.500000 Penalty: 5360.209961
	Iteration 63Q: 3 clusters Score -6820770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 48774 members 
Entering Unmasked Estep 
Score: -6820785.000000 Penalty: 5360.209961
	Iteration 64Q: 3 clusters Score -6820785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -6820800.000000 Penalty: 5360.209961
	Iteration 65Q: 3 clusters Score -6820800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -6820808.500000 Penalty: 5360.209961
	Iteration 66Q: 3 clusters Score -6820808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 48799 members 
Entering Unmasked Estep 
Score: -6820805.000000 Penalty: 5360.209961
	Iteration 67Q: 3 clusters Score -6820805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 48805 members 
Entering Unmasked Estep 
Score: -6820808.500000 Penalty: 5360.209961
	Iteration 68Q: 3 clusters Score -6820808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 48809 members 
Entering Unmasked Estep 
Score: -6820811.000000 Penalty: 5360.209961
	Iteration 69Q: 3 clusters Score -6820811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 48812 members 
Entering Unmasked Estep 
Score: -6820813.000000 Penalty: 5360.209961
	Iteration 70Q: 3 clusters Score -6820813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -6820809.500000 Penalty: 5360.209961
	Iteration 71Q: 3 clusters Score -6820810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -6820812.500000 Penalty: 5360.209961
	Iteration 72Q: 3 clusters Score -6820812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -6820809.500000 Penalty: 5360.209961
	Iteration 73Q: 3 clusters Score -6820810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 48827 members 
Entering Unmasked Estep 
Score: -6820814.000000 Penalty: 5360.209961
	Iteration 74Q: 3 clusters Score -6820814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -6820812.000000 Penalty: 5360.209961
	Iteration 75Q: 3 clusters Score -6820812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -6820812.000000 Penalty: 5360.209961
	Iteration 76F: 3 clusters Score -6820812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Entering Unmasked Estep 
Score: -763524.562500 Penalty: 2144.802246
	Iteration 0F: 2 clusters Score -763524.6 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 2797 members 
Entering Unmasked Estep 
Score: -758599.625000 Penalty: 4289.604492
	Iteration 0F: 3 clusters Score -758599.6 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -759781.625000 Penalty: 4289.604492
	Iteration 1F: 3 clusters Score -759781.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -760012.125000 Penalty: 4289.604492
	Iteration 2F: 3 clusters Score -760012.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -760177.000000 Penalty: 4289.604492
	Iteration 3F: 3 clusters Score -760177 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -760315.062500 Penalty: 4289.604492
	Iteration 4Q: 3 clusters Score -760315.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -760461.187500 Penalty: 4289.604492
	Iteration 5Q: 3 clusters Score -760461.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -760625.187500 Penalty: 4289.604492
	Iteration 6Q: 3 clusters Score -760625.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -760755.625000 Penalty: 4289.604492
	Iteration 7Q: 3 clusters Score -760755.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -760893.750000 Penalty: 4289.604492
	Iteration 8Q: 3 clusters Score -760893.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -761062.937500 Penalty: 4289.604492
	Iteration 9Q: 3 clusters Score -761062.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -761212.750000 Penalty: 4289.604492
	Iteration 10Q: 3 clusters Score -761212.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -761363.562500 Penalty: 4289.604492
	Iteration 11Q: 3 clusters Score -761363.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -761484.437500 Penalty: 4289.604492
	Iteration 12Q: 3 clusters Score -761484.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -761593.562500 Penalty: 4289.604492
	Iteration 13Q: 3 clusters Score -761593.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -761694.312500 Penalty: 4289.604492
	Iteration 14Q: 3 clusters Score -761694.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -761799.062500 Penalty: 4289.604492
	Iteration 15Q: 3 clusters Score -761799.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -761896.875000 Penalty: 4289.604492
	Iteration 16Q: 3 clusters Score -761896.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -761968.750000 Penalty: 4289.604492
	Iteration 17Q: 3 clusters Score -761968.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -762034.250000 Penalty: 4289.604492
	Iteration 18Q: 3 clusters Score -762034.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -762085.312500 Penalty: 4289.604492
	Iteration 19Q: 3 clusters Score -762085.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -762121.937500 Penalty: 4289.604492
	Iteration 20F: 3 clusters Score -762121.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -762153.500000 Penalty: 4289.604492
	Iteration 21Q: 3 clusters Score -762153.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -762180.187500 Penalty: 4289.604492
	Iteration 22Q: 3 clusters Score -762180.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -762197.187500 Penalty: 4289.604492
	Iteration 23Q: 3 clusters Score -762197.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -762208.125000 Penalty: 4289.604492
	Iteration 24Q: 3 clusters Score -762208.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -762218.500000 Penalty: 4289.604492
	Iteration 25Q: 3 clusters Score -762218.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -762231.000000 Penalty: 4289.604492
	Iteration 26Q: 3 clusters Score -762231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -762245.437500 Penalty: 4289.604492
	Iteration 27Q: 3 clusters Score -762245.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -762253.187500 Penalty: 4289.604492
	Iteration 28Q: 3 clusters Score -762253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -762254.375000 Penalty: 4289.604492
	Iteration 29Q: 3 clusters Score -762254.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -762259.062500 Penalty: 4289.604492
	Iteration 30Q: 3 clusters Score -762259.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -762259.812500 Penalty: 4289.604492
	Iteration 31Q: 3 clusters Score -762259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -762261.562500 Penalty: 4289.604492
	Iteration 32Q: 3 clusters Score -762261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -762261.625000 Penalty: 4289.604492
	Iteration 33Q: 3 clusters Score -762261.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -762262.687500 Penalty: 4289.604492
	Iteration 34Q: 3 clusters Score -762262.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -762262.687500 Penalty: 4289.604492
	Iteration 35F: 3 clusters Score -762262.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Entering Unmasked Estep 
Score: -5911005.000000 Penalty: 2643.396973
	Iteration 0F: 2 clusters Score -5911005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -5882096.000000 Penalty: 5286.793945
	Iteration 0F: 3 clusters Score -5882096 nChanged 19576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -5892928.500000 Penalty: 5286.793945
	Iteration 1F: 3 clusters Score -5892928 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -5893541.500000 Penalty: 5286.793945
	Iteration 2Q: 3 clusters Score -5893542 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -5894058.500000 Penalty: 5286.793945
	Iteration 3Q: 3 clusters Score -5894058 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -5894760.500000 Penalty: 5286.793945
	Iteration 4Q: 3 clusters Score -5894760 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -5895599.000000 Penalty: 5286.793945
	Iteration 5Q: 3 clusters Score -5895599 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28833 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -5896939.500000 Penalty: 5286.793945
	Iteration 6F: 3 clusters Score -5896940 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -5898888.500000 Penalty: 5286.793945
	Iteration 7F: 3 clusters Score -5898888 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -5901412.000000 Penalty: 5286.793945
	Iteration 8F: 3 clusters Score -5901412 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -5904205.000000 Penalty: 5286.793945
	Iteration 9F: 3 clusters Score -5904205 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5906429.500000 Penalty: 5286.793945
	Iteration 10F: 3 clusters Score -5906430 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5907676.500000 Penalty: 5286.793945
	Iteration 11Q: 3 clusters Score -5907676 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5908253.000000 Penalty: 5286.793945
	Iteration 12Q: 3 clusters Score -5908253 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5908494.500000 Penalty: 5286.793945
	Iteration 13Q: 3 clusters Score -5908494 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5908591.000000 Penalty: 5286.793945
	Iteration 14Q: 3 clusters Score -5908591 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5908645.500000 Penalty: 5286.793945
	Iteration 15Q: 3 clusters Score -5908646 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5908680.000000 Penalty: 5286.793945
	Iteration 16Q: 3 clusters Score -5908680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5908709.000000 Penalty: 5286.793945
	Iteration 17Q: 3 clusters Score -5908709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5908726.500000 Penalty: 5286.793945
	Iteration 18Q: 3 clusters Score -5908726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5908739.000000 Penalty: 5286.793945
	Iteration 19Q: 3 clusters Score -5908739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5908747.500000 Penalty: 5286.793945
	Iteration 20F: 3 clusters Score -5908748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5908756.000000 Penalty: 5286.793945
	Iteration 21Q: 3 clusters Score -5908756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5908761.500000 Penalty: 5286.793945
	Iteration 22Q: 3 clusters Score -5908762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5908760.000000 Penalty: 5286.793945
	Iteration 23Q: 3 clusters Score -5908760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5908766.000000 Penalty: 5286.793945
	Iteration 24Q: 3 clusters Score -5908766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5908766.500000 Penalty: 5286.793945
	Iteration 25Q: 3 clusters Score -5908766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5908765.000000 Penalty: 5286.793945
	Iteration 26Q: 3 clusters Score -5908765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5908768.000000 Penalty: 5286.793945
	Iteration 27Q: 3 clusters Score -5908768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5908770.500000 Penalty: 5286.793945
	Iteration 28Q: 3 clusters Score -5908770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5908770.500000 Penalty: 5286.793945
	Iteration 29F: 3 clusters Score -5908770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -140334.656250 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -140334.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -138359.843750 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -138359.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -138778.750000 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -138778.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -138968.906250 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -138968.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -139114.734375 Penalty: 3494.705078
	Iteration 3F: 3 clusters Score -139114.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -139278.171875 Penalty: 3494.705078
	Iteration 4F: 3 clusters Score -139278.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -139399.781250 Penalty: 3494.705078
	Iteration 5F: 3 clusters Score -139399.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -139529.531250 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -139529.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -139613.531250 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -139613.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -139761.640625 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -139761.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -139950.375000 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -139950.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -140021.671875 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -140021.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -140061.625000 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -140061.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -140103.843750 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -140103.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -140127.843750 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -140127.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -140160.875000 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -140160.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -140176.265625 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -140176.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -140182.875000 Penalty: 3494.705078
	Iteration 16Q: 3 clusters Score -140182.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140190.156250 Penalty: 3494.705078
	Iteration 17Q: 3 clusters Score -140190.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140194.812500 Penalty: 3494.705078
	Iteration 18Q: 3 clusters Score -140194.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -140194.812500 Penalty: 3494.705078
	Iteration 19F: 3 clusters Score -140194.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Entering Unmasked Estep 
Score: -4111517.000000 Penalty: 2551.567871
	Iteration 0F: 2 clusters Score -4111517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -4091382.000000 Penalty: 5103.135742
	Iteration 0F: 3 clusters Score -4091382 nChanged 13249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -4099065.250000 Penalty: 5103.135742
	Iteration 1F: 3 clusters Score -4099065 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -4099948.750000 Penalty: 5103.135742
	Iteration 2F: 3 clusters Score -4099949 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -4100877.500000 Penalty: 5103.135742
	Iteration 3F: 3 clusters Score -4100878 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -4101901.000000 Penalty: 5103.135742
	Iteration 4F: 3 clusters Score -4101901 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -4103075.250000 Penalty: 5103.135742
	Iteration 5F: 3 clusters Score -4103075 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -4104302.000000 Penalty: 5103.135742
	Iteration 6F: 3 clusters Score -4104302 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -4105731.500000 Penalty: 5103.135742
	Iteration 7F: 3 clusters Score -4105732 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -4107277.000000 Penalty: 5103.135742
	Iteration 8F: 3 clusters Score -4107277 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -4108577.250000 Penalty: 5103.135742
	Iteration 9F: 3 clusters Score -4108577 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4109479.500000 Penalty: 5103.135742
	Iteration 10Q: 3 clusters Score -4109480 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -4110001.500000 Penalty: 5103.135742
	Iteration 11Q: 3 clusters Score -4110002 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -4110361.750000 Penalty: 5103.135742
	Iteration 12Q: 3 clusters Score -4110362 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -4110645.000000 Penalty: 5103.135742
	Iteration 13Q: 3 clusters Score -4110645 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -4110811.250000 Penalty: 5103.135742
	Iteration 14Q: 3 clusters Score -4110811 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -4110952.500000 Penalty: 5103.135742
	Iteration 15Q: 3 clusters Score -4110952 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -4111036.000000 Penalty: 5103.135742
	Iteration 16Q: 3 clusters Score -4111036 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -4111118.250000 Penalty: 5103.135742
	Iteration 17Q: 3 clusters Score -4111118 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -4111180.750000 Penalty: 5103.135742
	Iteration 18Q: 3 clusters Score -4111181 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -4111215.000000 Penalty: 5103.135742
	Iteration 19Q: 3 clusters Score -4111215 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -4111236.500000 Penalty: 5103.135742
	Iteration 20F: 3 clusters Score -4111236 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -4111264.250000 Penalty: 5103.135742
	Iteration 21Q: 3 clusters Score -4111264 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -4111302.500000 Penalty: 5103.135742
	Iteration 22Q: 3 clusters Score -4111302 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -4111295.250000 Penalty: 5103.135742
	Iteration 23Q: 3 clusters Score -4111295 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -4111319.000000 Penalty: 5103.135742
	Iteration 24Q: 3 clusters Score -4111319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -4111320.750000 Penalty: 5103.135742
	Iteration 25Q: 3 clusters Score -4111321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -4111324.000000 Penalty: 5103.135742
	Iteration 26Q: 3 clusters Score -4111324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4111328.500000 Penalty: 5103.135742
	Iteration 27Q: 3 clusters Score -4111328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -4111332.000000 Penalty: 5103.135742
	Iteration 28Q: 3 clusters Score -4111332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -4111342.250000 Penalty: 5103.135742
	Iteration 29Q: 3 clusters Score -4111342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -4111335.750000 Penalty: 5103.135742
	Iteration 30Q: 3 clusters Score -4111336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -4111337.500000 Penalty: 5103.135742
	Iteration 31Q: 3 clusters Score -4111338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -4111333.000000 Penalty: 5103.135742
	Iteration 32Q: 3 clusters Score -4111333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -4111338.250000 Penalty: 5103.135742
	Iteration 33Q: 3 clusters Score -4111338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -4111333.750000 Penalty: 5103.135742
	Iteration 34Q: 3 clusters Score -4111334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -4111329.750000 Penalty: 5103.135742
	Iteration 35Q: 3 clusters Score -4111330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -4111330.000000 Penalty: 5103.135742
	Iteration 36Q: 3 clusters Score -4111330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -4111331.000000 Penalty: 5103.135742
	Iteration 37Q: 3 clusters Score -4111331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -4111335.000000 Penalty: 5103.135742
	Iteration 38Q: 3 clusters Score -4111335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -4111334.000000 Penalty: 5103.135742
	Iteration 39Q: 3 clusters Score -4111334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -4111332.000000 Penalty: 5103.135742
	Iteration 40F: 3 clusters Score -4111332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -4111332.000000 Penalty: 5103.135742
	Iteration 41Q: 3 clusters Score -4111332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -4111332.000000 Penalty: 5103.135742
	Iteration 42F: 3 clusters Score -4111332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (86558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86558 members 
Entering Unmasked Estep 
Score: -11971441.000000 Penalty: 2819.405518
	Iteration 0F: 2 clusters Score -1.197144e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -11913651.000000 Penalty: 5638.811035
	Iteration 0F: 3 clusters Score -1.191365e+07 nChanged 40646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -11937167.000000 Penalty: 5638.811035
	Iteration 1F: 3 clusters Score -1.193717e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -11938337.000000 Penalty: 5638.811035
	Iteration 2Q: 3 clusters Score -1.193834e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -11939728.000000 Penalty: 5638.811035
	Iteration 3Q: 3 clusters Score -1.193973e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -11941351.000000 Penalty: 5638.811035
	Iteration 4Q: 3 clusters Score -1.194135e+07 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -11943646.000000 Penalty: 5638.811035
	Iteration 5Q: 3 clusters Score -1.194365e+07 nChanged 4786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -11946527.000000 Penalty: 5638.811035
	Iteration 6F: 3 clusters Score -1.194653e+07 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -11950105.000000 Penalty: 5638.811035
	Iteration 7F: 3 clusters Score -1.19501e+07 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -11953200.000000 Penalty: 5638.811035
	Iteration 8F: 3 clusters Score -1.19532e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -11954962.000000 Penalty: 5638.811035
	Iteration 9Q: 3 clusters Score -1.195496e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -11955649.000000 Penalty: 5638.811035
	Iteration 10Q: 3 clusters Score -1.195565e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -11955928.000000 Penalty: 5638.811035
	Iteration 11Q: 3 clusters Score -1.195593e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -11956065.000000 Penalty: 5638.811035
	Iteration 12Q: 3 clusters Score -1.195606e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36359 members 
Mstep: Class 2 contains 50199 members 
Entering Unmasked Estep 
Score: -11956218.000000 Penalty: 5638.811035
	Iteration 13Q: 3 clusters Score -1.195622e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -11956330.000000 Penalty: 5638.811035
	Iteration 14Q: 3 clusters Score -1.195633e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -11956448.000000 Penalty: 5638.811035
	Iteration 15Q: 3 clusters Score -1.195645e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -11956630.000000 Penalty: 5638.811035
	Iteration 16Q: 3 clusters Score -1.195663e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -11956733.000000 Penalty: 5638.811035
	Iteration 17Q: 3 clusters Score -1.195673e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33259 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -11956922.000000 Penalty: 5638.811035
	Iteration 18Q: 3 clusters Score -1.195692e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -11957052.000000 Penalty: 5638.811035
	Iteration 19Q: 3 clusters Score -1.195705e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -11957253.000000 Penalty: 5638.811035
	Iteration 20F: 3 clusters Score -1.195725e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -11957508.000000 Penalty: 5638.811035
	Iteration 21Q: 3 clusters Score -1.195751e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 56803 members 
Entering Unmasked Estep 
Score: -11957764.000000 Penalty: 5638.811035
	Iteration 22Q: 3 clusters Score -1.195776e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -11958033.000000 Penalty: 5638.811035
	Iteration 23Q: 3 clusters Score -1.195803e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 58963 members 
Entering Unmasked Estep 
Score: -11958350.000000 Penalty: 5638.811035
	Iteration 24Q: 3 clusters Score -1.195835e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -11958666.000000 Penalty: 5638.811035
	Iteration 25Q: 3 clusters Score -1.195867e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 61337 members 
Entering Unmasked Estep 
Score: -11959061.000000 Penalty: 5638.811035
	Iteration 26Q: 3 clusters Score -1.195906e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 62570 members 
Entering Unmasked Estep 
Score: -11959437.000000 Penalty: 5638.811035
	Iteration 27Q: 3 clusters Score -1.195944e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 63810 members 
Entering Unmasked Estep 
Score: -11959915.000000 Penalty: 5638.811035
	Iteration 28Q: 3 clusters Score -1.195992e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 65069 members 
Entering Unmasked Estep 
Score: -11960407.000000 Penalty: 5638.811035
	Iteration 29Q: 3 clusters Score -1.196041e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 66334 members 
Entering Unmasked Estep 
Score: -11960897.000000 Penalty: 5638.811035
	Iteration 30Q: 3 clusters Score -1.19609e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -11961442.000000 Penalty: 5638.811035
	Iteration 31Q: 3 clusters Score -1.196144e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 69019 members 
Entering Unmasked Estep 
Score: -11962010.000000 Penalty: 5638.811035
	Iteration 32Q: 3 clusters Score -1.196201e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -11962370.000000 Penalty: 5638.811035
	Iteration 33Q: 3 clusters Score -1.196237e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 71478 members 
Entering Unmasked Estep 
Score: -11962763.000000 Penalty: 5638.811035
	Iteration 34Q: 3 clusters Score -1.196276e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 72661 members 
Entering Unmasked Estep 
Score: -11963202.000000 Penalty: 5638.811035
	Iteration 35Q: 3 clusters Score -1.19632e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 73839 members 
Entering Unmasked Estep 
Score: -11963697.000000 Penalty: 5638.811035
	Iteration 36Q: 3 clusters Score -1.19637e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 74975 members 
Entering Unmasked Estep 
Score: -11964078.000000 Penalty: 5638.811035
	Iteration 37Q: 3 clusters Score -1.196408e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 76081 members 
Entering Unmasked Estep 
Score: -11964470.000000 Penalty: 5638.811035
	Iteration 38Q: 3 clusters Score -1.196447e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 77155 members 
Entering Unmasked Estep 
Score: -11964895.000000 Penalty: 5638.811035
	Iteration 39Q: 3 clusters Score -1.19649e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 78219 members 
Entering Unmasked Estep 
Score: -11965310.000000 Penalty: 5638.811035
	Iteration 40F: 3 clusters Score -1.196531e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 79266 members 
Entering Unmasked Estep 
Score: -11965756.000000 Penalty: 5638.811035
	Iteration 41Q: 3 clusters Score -1.196576e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 80256 members 
Entering Unmasked Estep 
Score: -11966215.000000 Penalty: 5638.811035
	Iteration 42Q: 3 clusters Score -1.196622e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 81195 members 
Entering Unmasked Estep 
Score: -11966587.000000 Penalty: 5638.811035
	Iteration 43Q: 3 clusters Score -1.196659e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 82049 members 
Entering Unmasked Estep 
Score: -11967011.000000 Penalty: 5638.811035
	Iteration 44Q: 3 clusters Score -1.196701e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 82816 members 
Entering Unmasked Estep 
Score: -11967441.000000 Penalty: 5638.811035
	Iteration 45Q: 3 clusters Score -1.196744e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -11967765.000000 Penalty: 5638.811035
	Iteration 46Q: 3 clusters Score -1.196776e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 84006 members 
Entering Unmasked Estep 
Score: -11968020.000000 Penalty: 5638.811035
	Iteration 47Q: 3 clusters Score -1.196802e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 84450 members 
Entering Unmasked Estep 
Score: -11968232.000000 Penalty: 5638.811035
	Iteration 48Q: 3 clusters Score -1.196823e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 84776 members 
Entering Unmasked Estep 
Score: -11968455.000000 Penalty: 5638.811035
	Iteration 49Q: 3 clusters Score -1.196846e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 85025 members 
Entering Unmasked Estep 
Score: -11968592.000000 Penalty: 5638.811035
	Iteration 50Q: 3 clusters Score -1.196859e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 85187 members 
Entering Unmasked Estep 
Score: -11968720.000000 Penalty: 5638.811035
	Iteration 51Q: 3 clusters Score -1.196872e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 85307 members 
Entering Unmasked Estep 
Score: -11968775.000000 Penalty: 5638.811035
	Iteration 52Q: 3 clusters Score -1.196878e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 85400 members 
Entering Unmasked Estep 
Score: -11968864.000000 Penalty: 5638.811035
	Iteration 53Q: 3 clusters Score -1.196886e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 85470 members 
Entering Unmasked Estep 
Score: -11968919.000000 Penalty: 5638.811035
	Iteration 54Q: 3 clusters Score -1.196892e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 85530 members 
Entering Unmasked Estep 
Score: -11968948.000000 Penalty: 5638.811035
	Iteration 55Q: 3 clusters Score -1.196895e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 85570 members 
Entering Unmasked Estep 
Score: -11968955.000000 Penalty: 5638.811035
	Iteration 56Q: 3 clusters Score -1.196896e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 85599 members 
Entering Unmasked Estep 
Score: -11968975.000000 Penalty: 5638.811035
	Iteration 57Q: 3 clusters Score -1.196898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 85619 members 
Entering Unmasked Estep 
Score: -11968988.000000 Penalty: 5638.811035
	Iteration 58Q: 3 clusters Score -1.196899e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 85643 members 
Entering Unmasked Estep 
Score: -11969011.000000 Penalty: 5638.811035
	Iteration 59Q: 3 clusters Score -1.196901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 85676 members 
Entering Unmasked Estep 
Score: -11969007.000000 Penalty: 5638.811035
	Iteration 60F: 3 clusters Score -1.196901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 85700 members 
Entering Unmasked Estep 
Score: -11969029.000000 Penalty: 5638.811035
	Iteration 61Q: 3 clusters Score -1.196903e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -11969027.000000 Penalty: 5638.811035
	Iteration 62Q: 3 clusters Score -1.196903e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 85737 members 
Entering Unmasked Estep 
Score: -11969035.000000 Penalty: 5638.811035
	Iteration 63Q: 3 clusters Score -1.196904e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 85752 members 
Entering Unmasked Estep 
Score: -11969054.000000 Penalty: 5638.811035
	Iteration 64Q: 3 clusters Score -1.196905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 85764 members 
Entering Unmasked Estep 
Score: -11969072.000000 Penalty: 5638.811035
	Iteration 65Q: 3 clusters Score -1.196907e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 85775 members 
Entering Unmasked Estep 
Score: -11969070.000000 Penalty: 5638.811035
	Iteration 66Q: 3 clusters Score -1.196907e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 85786 members 
Entering Unmasked Estep 
Score: -11969068.000000 Penalty: 5638.811035
	Iteration 67Q: 3 clusters Score -1.196907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 85798 members 
Entering Unmasked Estep 
Score: -11969075.000000 Penalty: 5638.811035
	Iteration 68Q: 3 clusters Score -1.196908e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 85810 members 
Entering Unmasked Estep 
Score: -11969084.000000 Penalty: 5638.811035
	Iteration 69Q: 3 clusters Score -1.196908e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 85817 members 
Entering Unmasked Estep 
Score: -11969093.000000 Penalty: 5638.811035
	Iteration 70Q: 3 clusters Score -1.196909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 85820 members 
Entering Unmasked Estep 
Score: -11969089.000000 Penalty: 5638.811035
	Iteration 71Q: 3 clusters Score -1.196909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 85823 members 
Entering Unmasked Estep 
Score: -11969106.000000 Penalty: 5638.811035
	Iteration 72Q: 3 clusters Score -1.196911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 85824 members 
Entering Unmasked Estep 
Score: -11969105.000000 Penalty: 5638.811035
	Iteration 73Q: 3 clusters Score -1.19691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 85825 members 
Entering Unmasked Estep 
Score: -11969108.000000 Penalty: 5638.811035
	Iteration 74Q: 3 clusters Score -1.196911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -11969096.000000 Penalty: 5638.811035
	Iteration 75Q: 3 clusters Score -1.19691e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 85826 members 
Entering Unmasked Estep 
Score: -11969096.000000 Penalty: 5638.811035
	Iteration 76F: 3 clusters Score -1.19691e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Entering Unmasked Estep 
Score: -3981453.500000 Penalty: 2552.460449
	Iteration 0F: 2 clusters Score -3981454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -3961107.250000 Penalty: 5104.920898
	Iteration 0F: 3 clusters Score -3961107 nChanged 13278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -3968399.250000 Penalty: 5104.920898
	Iteration 1F: 3 clusters Score -3968399 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3968903.000000 Penalty: 5104.920898
	Iteration 2Q: 3 clusters Score -3968903 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3969379.500000 Penalty: 5104.920898
	Iteration 3Q: 3 clusters Score -3969380 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3969833.250000 Penalty: 5104.920898
	Iteration 4Q: 3 clusters Score -3969833 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -3970330.750000 Penalty: 5104.920898
	Iteration 5Q: 3 clusters Score -3970331 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -3970893.500000 Penalty: 5104.920898
	Iteration 6Q: 3 clusters Score -3970894 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3971530.500000 Penalty: 5104.920898
	Iteration 7Q: 3 clusters Score -3971530 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3972276.500000 Penalty: 5104.920898
	Iteration 8Q: 3 clusters Score -3972276 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3973044.000000 Penalty: 5104.920898
	Iteration 9Q: 3 clusters Score -3973044 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3973860.000000 Penalty: 5104.920898
	Iteration 10Q: 3 clusters Score -3973860 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -3974669.000000 Penalty: 5104.920898
	Iteration 11Q: 3 clusters Score -3974669 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -3975461.250000 Penalty: 5104.920898
	Iteration 12Q: 3 clusters Score -3975461 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 24361 members 
Entering Unmasked Estep 
Score: -3976302.500000 Penalty: 5104.920898
	Iteration 13Q: 3 clusters Score -3976302 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -3977056.750000 Penalty: 5104.920898
	Iteration 14Q: 3 clusters Score -3977057 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -3977716.000000 Penalty: 5104.920898
	Iteration 15Q: 3 clusters Score -3977716 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -3978202.750000 Penalty: 5104.920898
	Iteration 16Q: 3 clusters Score -3978203 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -3978508.000000 Penalty: 5104.920898
	Iteration 17Q: 3 clusters Score -3978508 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3978698.000000 Penalty: 5104.920898
	Iteration 18Q: 3 clusters Score -3978698 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -3978859.250000 Penalty: 5104.920898
	Iteration 19Q: 3 clusters Score -3978859 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -3978963.500000 Penalty: 5104.920898
	Iteration 20F: 3 clusters Score -3978964 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -3979047.500000 Penalty: 5104.920898
	Iteration 21Q: 3 clusters Score -3979048 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -3979094.250000 Penalty: 5104.920898
	Iteration 22Q: 3 clusters Score -3979094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -3979130.750000 Penalty: 5104.920898
	Iteration 23Q: 3 clusters Score -3979131 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -3979166.500000 Penalty: 5104.920898
	Iteration 24Q: 3 clusters Score -3979166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -3979182.000000 Penalty: 5104.920898
	Iteration 25Q: 3 clusters Score -3979182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -3979205.000000 Penalty: 5104.920898
	Iteration 26Q: 3 clusters Score -3979205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3979224.500000 Penalty: 5104.920898
	Iteration 27Q: 3 clusters Score -3979224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -3979231.000000 Penalty: 5104.920898
	Iteration 28Q: 3 clusters Score -3979231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -3979243.750000 Penalty: 5104.920898
	Iteration 29Q: 3 clusters Score -3979244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3979245.750000 Penalty: 5104.920898
	Iteration 30Q: 3 clusters Score -3979246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -3979254.250000 Penalty: 5104.920898
	Iteration 31Q: 3 clusters Score -3979254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -3979252.500000 Penalty: 5104.920898
	Iteration 32Q: 3 clusters Score -3979252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -3979258.750000 Penalty: 5104.920898
	Iteration 33Q: 3 clusters Score -3979259 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3979268.250000 Penalty: 5104.920898
	Iteration 34Q: 3 clusters Score -3979268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -3979284.500000 Penalty: 5104.920898
	Iteration 35Q: 3 clusters Score -3979284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3979295.500000 Penalty: 5104.920898
	Iteration 36Q: 3 clusters Score -3979296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -3979299.250000 Penalty: 5104.920898
	Iteration 37Q: 3 clusters Score -3979299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -3979314.250000 Penalty: 5104.920898
	Iteration 38Q: 3 clusters Score -3979314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -3979315.500000 Penalty: 5104.920898
	Iteration 39Q: 3 clusters Score -3979316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -3979318.750000 Penalty: 5104.920898
	Iteration 40F: 3 clusters Score -3979319 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3979326.250000 Penalty: 5104.920898
	Iteration 41Q: 3 clusters Score -3979326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3979333.250000 Penalty: 5104.920898
	Iteration 42Q: 3 clusters Score -3979333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3979338.500000 Penalty: 5104.920898
	Iteration 43Q: 3 clusters Score -3979338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -3979348.500000 Penalty: 5104.920898
	Iteration 44Q: 3 clusters Score -3979348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -3979347.750000 Penalty: 5104.920898
	Iteration 45Q: 3 clusters Score -3979348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3979347.750000 Penalty: 5104.920898
	Iteration 46Q: 3 clusters Score -3979348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -3979351.750000 Penalty: 5104.920898
	Iteration 47Q: 3 clusters Score -3979352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -3979351.000000 Penalty: 5104.920898
	Iteration 48Q: 3 clusters Score -3979351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -3979354.500000 Penalty: 5104.920898
	Iteration 49Q: 3 clusters Score -3979354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -3979355.250000 Penalty: 5104.920898
	Iteration 50Q: 3 clusters Score -3979355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 28733 members 
Entering Unmasked Estep 
Score: -3979356.000000 Penalty: 5104.920898
	Iteration 51Q: 3 clusters Score -3979356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -3979360.250000 Penalty: 5104.920898
	Iteration 52Q: 3 clusters Score -3979360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3979360.250000 Penalty: 5104.920898
	Iteration 53Q: 3 clusters Score -3979360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -3979363.000000 Penalty: 5104.920898
	Iteration 54Q: 3 clusters Score -3979363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3979365.250000 Penalty: 5104.920898
	Iteration 55Q: 3 clusters Score -3979365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -3979369.250000 Penalty: 5104.920898
	Iteration 56Q: 3 clusters Score -3979369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -3979372.500000 Penalty: 5104.920898
	Iteration 57Q: 3 clusters Score -3979372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3979367.000000 Penalty: 5104.920898
	Iteration 58Q: 3 clusters Score -3979367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3979367.750000 Penalty: 5104.920898
	Iteration 59Q: 3 clusters Score -3979368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 28753 members 
Entering Unmasked Estep 
Score: -3979367.750000 Penalty: 5104.920898
	Iteration 60F: 3 clusters Score -3979368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (277098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277098 members 
Entering Unmasked Estep 
Score: -38694512.000000 Penalty: 3107.967285
	Iteration 0F: 2 clusters Score -3.869451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138841 members 
Mstep: Class 2 contains 138257 members 
Entering Unmasked Estep 
Score: -38541396.000000 Penalty: 6215.934570
	Iteration 0F: 3 clusters Score -3.85414e+07 nChanged 134108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145255 members 
Mstep: Class 2 contains 131843 members 
Entering Unmasked Estep 
Score: -38621648.000000 Penalty: 6215.934570
	Iteration 1F: 3 clusters Score -3.862165e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149570 members 
Mstep: Class 2 contains 127528 members 
Entering Unmasked Estep 
Score: -38623576.000000 Penalty: 6215.934570
	Iteration 2Q: 3 clusters Score -3.862358e+07 nChanged 10695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156575 members 
Mstep: Class 2 contains 120523 members 
Entering Unmasked Estep 
Score: -38626916.000000 Penalty: 6215.934570
	Iteration 3Q: 3 clusters Score -3.862692e+07 nChanged 14089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166910 members 
Mstep: Class 2 contains 110188 members 
Entering Unmasked Estep 
Score: -38633460.000000 Penalty: 6215.934570
	Iteration 4F: 3 clusters Score -3.863346e+07 nChanged 17758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180956 members 
Mstep: Class 2 contains 96142 members 
Entering Unmasked Estep 
Score: -38643980.000000 Penalty: 6215.934570
	Iteration 5F: 3 clusters Score -3.864398e+07 nChanged 20196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197520 members 
Mstep: Class 2 contains 79578 members 
Entering Unmasked Estep 
Score: -38657196.000000 Penalty: 6215.934570
	Iteration 6F: 3 clusters Score -3.86572e+07 nChanged 20087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214533 members 
Mstep: Class 2 contains 62565 members 
Entering Unmasked Estep 
Score: -38671304.000000 Penalty: 6215.934570
	Iteration 7F: 3 clusters Score -3.86713e+07 nChanged 17222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229913 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -38683720.000000 Penalty: 6215.934570
	Iteration 8F: 3 clusters Score -3.868372e+07 nChanged 13991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243016 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -38693440.000000 Penalty: 6215.934570
	Iteration 9F: 3 clusters Score -3.869344e+07 nChanged 12533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255431 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -38697308.000000 Penalty: 6215.934570
	Iteration 10Q: 3 clusters Score -3.869731e+07 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265715 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -38696328.000000 Penalty: 6215.934570
	Iteration 11Q: 3 clusters Score -3.869633e+07 nChanged 6737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272452 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -38693948.000000 Penalty: 6215.934570
	Iteration 12Q: 3 clusters Score -3.869395e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275341 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -38692780.000000 Penalty: 6215.934570
	Iteration 13Q: 3 clusters Score -3.869278e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276296 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -38692356.000000 Penalty: 6215.934570
	Iteration 14Q: 3 clusters Score -3.869236e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276562 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -38692292.000000 Penalty: 6215.934570
	Iteration 15Q: 3 clusters Score -3.869229e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276657 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -38692292.000000 Penalty: 6215.934570
	Iteration 16Q: 3 clusters Score -3.869229e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276685 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -38692288.000000 Penalty: 6215.934570
	Iteration 17Q: 3 clusters Score -3.869229e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276706 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -38692288.000000 Penalty: 6215.934570
	Iteration 18Q: 3 clusters Score -3.869229e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276720 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -38692292.000000 Penalty: 6215.934570
	Iteration 19Q: 3 clusters Score -3.869229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276731 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -38692292.000000 Penalty: 6215.934570
	Iteration 20F: 3 clusters Score -3.869229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276738 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -38692292.000000 Penalty: 6215.934570
	Iteration 21Q: 3 clusters Score -3.869229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276743 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -38692312.000000 Penalty: 6215.934570
	Iteration 22Q: 3 clusters Score -3.869231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276751 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -38692312.000000 Penalty: 6215.934570
	Iteration 23Q: 3 clusters Score -3.869231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276753 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -38692348.000000 Penalty: 6215.934570
	Iteration 24Q: 3 clusters Score -3.869235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276755 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -38692336.000000 Penalty: 6215.934570
	Iteration 25Q: 3 clusters Score -3.869234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276757 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -38692336.000000 Penalty: 6215.934570
	Iteration 26Q: 3 clusters Score -3.869234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276757 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -38692336.000000 Penalty: 6215.934570
	Iteration 27F: 3 clusters Score -3.869234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Entering Unmasked Estep 
Score: -154532.546875 Penalty: 1745.618286
	Iteration 0F: 2 clusters Score -154532.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152523.562500 Penalty: 3491.236572
	Iteration 0F: 3 clusters Score -152523.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152812.484375 Penalty: 3491.236572
	Iteration 1F: 3 clusters Score -152812.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -152915.328125 Penalty: 3491.236572
	Iteration 2F: 3 clusters Score -152915.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -152956.750000 Penalty: 3491.236572
	Iteration 3Q: 3 clusters Score -152956.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -152991.812500 Penalty: 3491.236572
	Iteration 4Q: 3 clusters Score -152991.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -153023.562500 Penalty: 3491.236572
	Iteration 5Q: 3 clusters Score -153023.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -153038.734375 Penalty: 3491.236572
	Iteration 6Q: 3 clusters Score -153038.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -153047.484375 Penalty: 3491.236572
	Iteration 7Q: 3 clusters Score -153047.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -153055.781250 Penalty: 3491.236572
	Iteration 8Q: 3 clusters Score -153055.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -153063.046875 Penalty: 3491.236572
	Iteration 9Q: 3 clusters Score -153063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -153068.578125 Penalty: 3491.236572
	Iteration 10Q: 3 clusters Score -153068.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -153073.187500 Penalty: 3491.236572
	Iteration 11Q: 3 clusters Score -153073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -153076.796875 Penalty: 3491.236572
	Iteration 12Q: 3 clusters Score -153076.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -153082.750000 Penalty: 3491.236572
	Iteration 13Q: 3 clusters Score -153082.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -153090.375000 Penalty: 3491.236572
	Iteration 14Q: 3 clusters Score -153090.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -153094.921875 Penalty: 3491.236572
	Iteration 15Q: 3 clusters Score -153094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -153096.281250 Penalty: 3491.236572
	Iteration 16Q: 3 clusters Score -153096.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -153098.312500 Penalty: 3491.236572
	Iteration 17Q: 3 clusters Score -153098.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -153099.015625 Penalty: 3491.236572
	Iteration 18Q: 3 clusters Score -153099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -153099.265625 Penalty: 3491.236572
	Iteration 19Q: 3 clusters Score -153099.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -153099.265625 Penalty: 3491.236572
	Iteration 20F: 3 clusters Score -153099.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Entering Unmasked Estep 
Score: -2671504.500000 Penalty: 2458.606201
	Iteration 0F: 2 clusters Score -2671504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -2657407.250000 Penalty: 4917.212402
	Iteration 0F: 3 clusters Score -2657407 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2662074.000000 Penalty: 4917.212402
	Iteration 1F: 3 clusters Score -2662074 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2662507.250000 Penalty: 4917.212402
	Iteration 2F: 3 clusters Score -2662507 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2662854.250000 Penalty: 4917.212402
	Iteration 3Q: 3 clusters Score -2662854 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2663169.250000 Penalty: 4917.212402
	Iteration 4Q: 3 clusters Score -2663169 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2663435.000000 Penalty: 4917.212402
	Iteration 5Q: 3 clusters Score -2663435 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -2663742.000000 Penalty: 4917.212402
	Iteration 6Q: 3 clusters Score -2663742 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2664046.750000 Penalty: 4917.212402
	Iteration 7Q: 3 clusters Score -2664047 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2664366.000000 Penalty: 4917.212402
	Iteration 8Q: 3 clusters Score -2664366 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2664727.500000 Penalty: 4917.212402
	Iteration 9Q: 3 clusters Score -2664728 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -2665189.000000 Penalty: 4917.212402
	Iteration 10Q: 3 clusters Score -2665189 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2665689.750000 Penalty: 4917.212402
	Iteration 11Q: 3 clusters Score -2665690 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2666259.250000 Penalty: 4917.212402
	Iteration 12Q: 3 clusters Score -2666259 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2666788.500000 Penalty: 4917.212402
	Iteration 13Q: 3 clusters Score -2666788 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2667263.250000 Penalty: 4917.212402
	Iteration 14Q: 3 clusters Score -2667263 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2667683.000000 Penalty: 4917.212402
	Iteration 15Q: 3 clusters Score -2667683 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2668023.750000 Penalty: 4917.212402
	Iteration 16Q: 3 clusters Score -2668024 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2668291.000000 Penalty: 4917.212402
	Iteration 17Q: 3 clusters Score -2668291 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2668506.500000 Penalty: 4917.212402
	Iteration 18Q: 3 clusters Score -2668506 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2668694.250000 Penalty: 4917.212402
	Iteration 19Q: 3 clusters Score -2668694 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2668831.250000 Penalty: 4917.212402
	Iteration 20F: 3 clusters Score -2668831 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2668926.750000 Penalty: 4917.212402
	Iteration 21Q: 3 clusters Score -2668927 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2669011.500000 Penalty: 4917.212402
	Iteration 22Q: 3 clusters Score -2669012 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2669090.000000 Penalty: 4917.212402
	Iteration 23Q: 3 clusters Score -2669090 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2669149.250000 Penalty: 4917.212402
	Iteration 24Q: 3 clusters Score -2669149 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2669192.000000 Penalty: 4917.212402
	Iteration 25Q: 3 clusters Score -2669192 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2669251.500000 Penalty: 4917.212402
	Iteration 26Q: 3 clusters Score -2669252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2669274.750000 Penalty: 4917.212402
	Iteration 27Q: 3 clusters Score -2669275 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2669296.750000 Penalty: 4917.212402
	Iteration 28Q: 3 clusters Score -2669297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2669317.000000 Penalty: 4917.212402
	Iteration 29Q: 3 clusters Score -2669317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2669331.000000 Penalty: 4917.212402
	Iteration 30Q: 3 clusters Score -2669331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -2669328.000000 Penalty: 4917.212402
	Iteration 31Q: 3 clusters Score -2669328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -2669333.000000 Penalty: 4917.212402
	Iteration 32Q: 3 clusters Score -2669333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2669335.500000 Penalty: 4917.212402
	Iteration 33Q: 3 clusters Score -2669336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2669340.250000 Penalty: 4917.212402
	Iteration 34Q: 3 clusters Score -2669340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2669341.750000 Penalty: 4917.212402
	Iteration 35Q: 3 clusters Score -2669342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -2669345.250000 Penalty: 4917.212402
	Iteration 36Q: 3 clusters Score -2669345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2669350.500000 Penalty: 4917.212402
	Iteration 37Q: 3 clusters Score -2669350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -2669349.250000 Penalty: 4917.212402
	Iteration 38Q: 3 clusters Score -2669349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2669354.250000 Penalty: 4917.212402
	Iteration 39Q: 3 clusters Score -2669354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -2669357.500000 Penalty: 4917.212402
	Iteration 40F: 3 clusters Score -2669358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -2669358.500000 Penalty: 4917.212402
	Iteration 41Q: 3 clusters Score -2669358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2669359.000000 Penalty: 4917.212402
	Iteration 42Q: 3 clusters Score -2669359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -2669365.250000 Penalty: 4917.212402
	Iteration 43Q: 3 clusters Score -2669365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2669367.000000 Penalty: 4917.212402
	Iteration 44Q: 3 clusters Score -2669367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2669369.000000 Penalty: 4917.212402
	Iteration 45Q: 3 clusters Score -2669369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2669373.500000 Penalty: 4917.212402
	Iteration 46Q: 3 clusters Score -2669374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2669376.750000 Penalty: 4917.212402
	Iteration 47Q: 3 clusters Score -2669377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2669378.250000 Penalty: 4917.212402
	Iteration 48Q: 3 clusters Score -2669378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -2669380.750000 Penalty: 4917.212402
	Iteration 49Q: 3 clusters Score -2669381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2669384.750000 Penalty: 4917.212402
	Iteration 50Q: 3 clusters Score -2669385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2669384.750000 Penalty: 4917.212402
	Iteration 51F: 3 clusters Score -2669385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Entering Unmasked Estep 
Score: -1474167.875000 Penalty: 2315.285156
	Iteration 0F: 2 clusters Score -1474168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1465614.500000 Penalty: 4630.570312
	Iteration 0F: 3 clusters Score -1465614 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1468146.250000 Penalty: 4630.570312
	Iteration 1F: 3 clusters Score -1468146 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1468510.625000 Penalty: 4630.570312
	Iteration 2F: 3 clusters Score -1468511 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1468823.125000 Penalty: 4630.570312
	Iteration 3F: 3 clusters Score -1468823 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1469075.000000 Penalty: 4630.570312
	Iteration 4Q: 3 clusters Score -1469075 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1469271.875000 Penalty: 4630.570312
	Iteration 5Q: 3 clusters Score -1469272 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1469429.500000 Penalty: 4630.570312
	Iteration 6Q: 3 clusters Score -1469430 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1469556.625000 Penalty: 4630.570312
	Iteration 7Q: 3 clusters Score -1469557 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1469670.875000 Penalty: 4630.570312
	Iteration 8Q: 3 clusters Score -1469671 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1469755.875000 Penalty: 4630.570312
	Iteration 9Q: 3 clusters Score -1469756 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1469819.125000 Penalty: 4630.570312
	Iteration 10Q: 3 clusters Score -1469819 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1469900.625000 Penalty: 4630.570312
	Iteration 11Q: 3 clusters Score -1469901 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1469984.250000 Penalty: 4630.570312
	Iteration 12Q: 3 clusters Score -1469984 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1470103.375000 Penalty: 4630.570312
	Iteration 13Q: 3 clusters Score -1470103 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1470231.125000 Penalty: 4630.570312
	Iteration 14Q: 3 clusters Score -1470231 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1470377.250000 Penalty: 4630.570312
	Iteration 15Q: 3 clusters Score -1470377 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1470532.875000 Penalty: 4630.570312
	Iteration 16Q: 3 clusters Score -1470533 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1470692.750000 Penalty: 4630.570312
	Iteration 17Q: 3 clusters Score -1470693 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1470857.625000 Penalty: 4630.570312
	Iteration 18Q: 3 clusters Score -1470858 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1471038.500000 Penalty: 4630.570312
	Iteration 19Q: 3 clusters Score -1471038 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1471234.750000 Penalty: 4630.570312
	Iteration 20F: 3 clusters Score -1471235 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1471430.250000 Penalty: 4630.570312
	Iteration 21Q: 3 clusters Score -1471430 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1471619.375000 Penalty: 4630.570312
	Iteration 22Q: 3 clusters Score -1471619 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1471781.125000 Penalty: 4630.570312
	Iteration 23Q: 3 clusters Score -1471781 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1471908.625000 Penalty: 4630.570312
	Iteration 24Q: 3 clusters Score -1471909 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1472000.250000 Penalty: 4630.570312
	Iteration 25Q: 3 clusters Score -1472000 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1472101.000000 Penalty: 4630.570312
	Iteration 26Q: 3 clusters Score -1472101 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1472170.750000 Penalty: 4630.570312
	Iteration 27Q: 3 clusters Score -1472171 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1472224.750000 Penalty: 4630.570312
	Iteration 28Q: 3 clusters Score -1472225 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1472268.250000 Penalty: 4630.570312
	Iteration 29Q: 3 clusters Score -1472268 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1472303.125000 Penalty: 4630.570312
	Iteration 30Q: 3 clusters Score -1472303 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1472332.875000 Penalty: 4630.570312
	Iteration 31Q: 3 clusters Score -1472333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1472355.500000 Penalty: 4630.570312
	Iteration 32Q: 3 clusters Score -1472356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1472383.375000 Penalty: 4630.570312
	Iteration 33Q: 3 clusters Score -1472383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1472410.125000 Penalty: 4630.570312
	Iteration 34Q: 3 clusters Score -1472410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1472424.500000 Penalty: 4630.570312
	Iteration 35Q: 3 clusters Score -1472424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1472428.625000 Penalty: 4630.570312
	Iteration 36Q: 3 clusters Score -1472429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1472436.250000 Penalty: 4630.570312
	Iteration 37Q: 3 clusters Score -1472436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1472445.250000 Penalty: 4630.570312
	Iteration 38Q: 3 clusters Score -1472445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1472447.000000 Penalty: 4630.570312
	Iteration 39Q: 3 clusters Score -1472447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1472450.625000 Penalty: 4630.570312
	Iteration 40F: 3 clusters Score -1472451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1472452.250000 Penalty: 4630.570312
	Iteration 41Q: 3 clusters Score -1472452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1472456.625000 Penalty: 4630.570312
	Iteration 42Q: 3 clusters Score -1472457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1472459.000000 Penalty: 4630.570312
	Iteration 43Q: 3 clusters Score -1472459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1472460.250000 Penalty: 4630.570312
	Iteration 44Q: 3 clusters Score -1472460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1472461.250000 Penalty: 4630.570312
	Iteration 45Q: 3 clusters Score -1472461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1472460.625000 Penalty: 4630.570312
	Iteration 46Q: 3 clusters Score -1472461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1472460.625000 Penalty: 4630.570312
	Iteration 47F: 3 clusters Score -1472461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Entering Unmasked Estep 
Score: -3181153.250000 Penalty: 2515.672852
	Iteration 0F: 2 clusters Score -3181153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -3163589.500000 Penalty: 5031.345703
	Iteration 0F: 3 clusters Score -3163590 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3170041.500000 Penalty: 5031.345703
	Iteration 1F: 3 clusters Score -3170042 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -3171019.750000 Penalty: 5031.345703
	Iteration 2F: 3 clusters Score -3171020 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -3172211.000000 Penalty: 5031.345703
	Iteration 3F: 3 clusters Score -3172211 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -3173494.750000 Penalty: 5031.345703
	Iteration 4F: 3 clusters Score -3173495 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -3174702.250000 Penalty: 5031.345703
	Iteration 5F: 3 clusters Score -3174702 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3175866.000000 Penalty: 5031.345703
	Iteration 6F: 3 clusters Score -3175866 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3177014.000000 Penalty: 5031.345703
	Iteration 7F: 3 clusters Score -3177014 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -3177917.250000 Penalty: 5031.345703
	Iteration 8Q: 3 clusters Score -3177917 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -3178481.000000 Penalty: 5031.345703
	Iteration 9Q: 3 clusters Score -3178481 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -3178830.250000 Penalty: 5031.345703
	Iteration 10Q: 3 clusters Score -3178830 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -3179038.500000 Penalty: 5031.345703
	Iteration 11Q: 3 clusters Score -3179038 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -3179174.500000 Penalty: 5031.345703
	Iteration 12Q: 3 clusters Score -3179174 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3179278.750000 Penalty: 5031.345703
	Iteration 13Q: 3 clusters Score -3179279 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3179351.250000 Penalty: 5031.345703
	Iteration 14Q: 3 clusters Score -3179351 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3179398.500000 Penalty: 5031.345703
	Iteration 15Q: 3 clusters Score -3179398 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -3179464.000000 Penalty: 5031.345703
	Iteration 16Q: 3 clusters Score -3179464 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -3179521.000000 Penalty: 5031.345703
	Iteration 17Q: 3 clusters Score -3179521 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3179556.000000 Penalty: 5031.345703
	Iteration 18Q: 3 clusters Score -3179556 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -3179584.000000 Penalty: 5031.345703
	Iteration 19Q: 3 clusters Score -3179584 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -3179605.250000 Penalty: 5031.345703
	Iteration 20F: 3 clusters Score -3179605 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3179619.250000 Penalty: 5031.345703
	Iteration 21Q: 3 clusters Score -3179619 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3179651.500000 Penalty: 5031.345703
	Iteration 22Q: 3 clusters Score -3179652 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -3179677.500000 Penalty: 5031.345703
	Iteration 23Q: 3 clusters Score -3179678 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -3179703.250000 Penalty: 5031.345703
	Iteration 24Q: 3 clusters Score -3179703 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3179722.250000 Penalty: 5031.345703
	Iteration 25Q: 3 clusters Score -3179722 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3179758.750000 Penalty: 5031.345703
	Iteration 26Q: 3 clusters Score -3179759 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -3179795.750000 Penalty: 5031.345703
	Iteration 27Q: 3 clusters Score -3179796 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3179807.250000 Penalty: 5031.345703
	Iteration 28Q: 3 clusters Score -3179807 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3179828.250000 Penalty: 5031.345703
	Iteration 29Q: 3 clusters Score -3179828 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -3179838.750000 Penalty: 5031.345703
	Iteration 30Q: 3 clusters Score -3179839 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -3179863.750000 Penalty: 5031.345703
	Iteration 31Q: 3 clusters Score -3179864 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -3179890.000000 Penalty: 5031.345703
	Iteration 32Q: 3 clusters Score -3179890 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3179914.500000 Penalty: 5031.345703
	Iteration 33Q: 3 clusters Score -3179914 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3179925.750000 Penalty: 5031.345703
	Iteration 34Q: 3 clusters Score -3179926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -3179947.000000 Penalty: 5031.345703
	Iteration 35Q: 3 clusters Score -3179947 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3179951.250000 Penalty: 5031.345703
	Iteration 36Q: 3 clusters Score -3179951 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -3179971.250000 Penalty: 5031.345703
	Iteration 37Q: 3 clusters Score -3179971 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3179983.000000 Penalty: 5031.345703
	Iteration 38Q: 3 clusters Score -3179983 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3180002.750000 Penalty: 5031.345703
	Iteration 39Q: 3 clusters Score -3180003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3180023.500000 Penalty: 5031.345703
	Iteration 40F: 3 clusters Score -3180024 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3180025.500000 Penalty: 5031.345703
	Iteration 41Q: 3 clusters Score -3180026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3180042.750000 Penalty: 5031.345703
	Iteration 42Q: 3 clusters Score -3180043 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -3180046.250000 Penalty: 5031.345703
	Iteration 43Q: 3 clusters Score -3180046 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3180056.250000 Penalty: 5031.345703
	Iteration 44Q: 3 clusters Score -3180056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3180065.000000 Penalty: 5031.345703
	Iteration 45Q: 3 clusters Score -3180065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -3180078.000000 Penalty: 5031.345703
	Iteration 46Q: 3 clusters Score -3180078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3180087.750000 Penalty: 5031.345703
	Iteration 47Q: 3 clusters Score -3180088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3180096.000000 Penalty: 5031.345703
	Iteration 48Q: 3 clusters Score -3180096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22326 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3180097.500000 Penalty: 5031.345703
	Iteration 49Q: 3 clusters Score -3180098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3180110.750000 Penalty: 5031.345703
	Iteration 50Q: 3 clusters Score -3180111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -3180115.750000 Penalty: 5031.345703
	Iteration 51Q: 3 clusters Score -3180116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3180113.750000 Penalty: 5031.345703
	Iteration 52Q: 3 clusters Score -3180114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -3180126.750000 Penalty: 5031.345703
	Iteration 53Q: 3 clusters Score -3180127 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3180134.500000 Penalty: 5031.345703
	Iteration 54Q: 3 clusters Score -3180134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3180144.000000 Penalty: 5031.345703
	Iteration 55Q: 3 clusters Score -3180144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3180162.750000 Penalty: 5031.345703
	Iteration 56Q: 3 clusters Score -3180163 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -3180170.250000 Penalty: 5031.345703
	Iteration 57Q: 3 clusters Score -3180170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3180169.750000 Penalty: 5031.345703
	Iteration 58Q: 3 clusters Score -3180170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3180165.000000 Penalty: 5031.345703
	Iteration 59Q: 3 clusters Score -3180165 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3180183.750000 Penalty: 5031.345703
	Iteration 60F: 3 clusters Score -3180184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3180190.250000 Penalty: 5031.345703
	Iteration 61Q: 3 clusters Score -3180190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3180202.500000 Penalty: 5031.345703
	Iteration 62Q: 3 clusters Score -3180202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3180201.250000 Penalty: 5031.345703
	Iteration 63Q: 3 clusters Score -3180201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3180201.500000 Penalty: 5031.345703
	Iteration 64Q: 3 clusters Score -3180202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3180208.500000 Penalty: 5031.345703
	Iteration 65Q: 3 clusters Score -3180208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3180209.000000 Penalty: 5031.345703
	Iteration 66Q: 3 clusters Score -3180209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3180209.250000 Penalty: 5031.345703
	Iteration 67Q: 3 clusters Score -3180209 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3180220.250000 Penalty: 5031.345703
	Iteration 68Q: 3 clusters Score -3180220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3180225.500000 Penalty: 5031.345703
	Iteration 69Q: 3 clusters Score -3180226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3180218.000000 Penalty: 5031.345703
	Iteration 70Q: 3 clusters Score -3180218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3180218.750000 Penalty: 5031.345703
	Iteration 71Q: 3 clusters Score -3180219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3180221.250000 Penalty: 5031.345703
	Iteration 72Q: 3 clusters Score -3180221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -3180222.750000 Penalty: 5031.345703
	Iteration 73Q: 3 clusters Score -3180223 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -3180223.500000 Penalty: 5031.345703
	Iteration 74Q: 3 clusters Score -3180224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -3180221.000000 Penalty: 5031.345703
	Iteration 75Q: 3 clusters Score -3180221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3180219.750000 Penalty: 5031.345703
	Iteration 76Q: 3 clusters Score -3180220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3180222.250000 Penalty: 5031.345703
	Iteration 77Q: 3 clusters Score -3180222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3180222.250000 Penalty: 5031.345703
	Iteration 78Q: 3 clusters Score -3180222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -3180222.250000 Penalty: 5031.345703
	Iteration 79F: 3 clusters Score -3180222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (148218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148218 members 
Entering Unmasked Estep 
Score: -20321746.000000 Penalty: 2952.797119
	Iteration 0F: 2 clusters Score -2.032175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74099 members 
Mstep: Class 2 contains 74119 members 
Entering Unmasked Estep 
Score: -20224174.000000 Penalty: 5905.594238
	Iteration 0F: 3 clusters Score -2.022417e+07 nChanged 70921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73596 members 
Mstep: Class 2 contains 74622 members 
Entering Unmasked Estep 
Score: -20265812.000000 Penalty: 5905.594238
	Iteration 1F: 3 clusters Score -2.026581e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73829 members 
Mstep: Class 2 contains 74389 members 
Entering Unmasked Estep 
Score: -20267294.000000 Penalty: 5905.594238
	Iteration 2Q: 3 clusters Score -2.026729e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74256 members 
Mstep: Class 2 contains 73962 members 
Entering Unmasked Estep 
Score: -20269190.000000 Penalty: 5905.594238
	Iteration 3Q: 3 clusters Score -2.026919e+07 nChanged 6329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74827 members 
Mstep: Class 2 contains 73391 members 
Entering Unmasked Estep 
Score: -20271576.000000 Penalty: 5905.594238
	Iteration 4Q: 3 clusters Score -2.027158e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75382 members 
Mstep: Class 2 contains 72836 members 
Entering Unmasked Estep 
Score: -20274782.000000 Penalty: 5905.594238
	Iteration 5Q: 3 clusters Score -2.027478e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75604 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -20278776.000000 Penalty: 5905.594238
	Iteration 6F: 3 clusters Score -2.027878e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75098 members 
Mstep: Class 2 contains 73120 members 
Entering Unmasked Estep 
Score: -20283396.000000 Penalty: 5905.594238
	Iteration 7F: 3 clusters Score -2.02834e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73868 members 
Mstep: Class 2 contains 74350 members 
Entering Unmasked Estep 
Score: -20288550.000000 Penalty: 5905.594238
	Iteration 8F: 3 clusters Score -2.028855e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72125 members 
Mstep: Class 2 contains 76093 members 
Entering Unmasked Estep 
Score: -20293180.000000 Penalty: 5905.594238
	Iteration 9F: 3 clusters Score -2.029318e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70160 members 
Mstep: Class 2 contains 78058 members 
Entering Unmasked Estep 
Score: -20297066.000000 Penalty: 5905.594238
	Iteration 10Q: 3 clusters Score -2.029707e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 79968 members 
Entering Unmasked Estep 
Score: -20300102.000000 Penalty: 5905.594238
	Iteration 11Q: 3 clusters Score -2.03001e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66472 members 
Mstep: Class 2 contains 81746 members 
Entering Unmasked Estep 
Score: -20302192.000000 Penalty: 5905.594238
	Iteration 12Q: 3 clusters Score -2.030219e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64588 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -20303690.000000 Penalty: 5905.594238
	Iteration 13Q: 3 clusters Score -2.030369e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62572 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -20305048.000000 Penalty: 5905.594238
	Iteration 14Q: 3 clusters Score -2.030505e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60593 members 
Mstep: Class 2 contains 87625 members 
Entering Unmasked Estep 
Score: -20306262.000000 Penalty: 5905.594238
	Iteration 15Q: 3 clusters Score -2.030626e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58652 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -20307346.000000 Penalty: 5905.594238
	Iteration 16Q: 3 clusters Score -2.030735e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56778 members 
Mstep: Class 2 contains 91440 members 
Entering Unmasked Estep 
Score: -20308366.000000 Penalty: 5905.594238
	Iteration 17Q: 3 clusters Score -2.030837e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54913 members 
Mstep: Class 2 contains 93305 members 
Entering Unmasked Estep 
Score: -20309214.000000 Penalty: 5905.594238
	Iteration 18Q: 3 clusters Score -2.030921e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 95050 members 
Entering Unmasked Estep 
Score: -20309934.000000 Penalty: 5905.594238
	Iteration 19Q: 3 clusters Score -2.030993e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 96674 members 
Entering Unmasked Estep 
Score: -20310394.000000 Penalty: 5905.594238
	Iteration 20F: 3 clusters Score -2.031039e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
Score: -20310836.000000 Penalty: 5905.594238
	Iteration 21Q: 3 clusters Score -2.031084e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 99659 members 
Entering Unmasked Estep 
Score: -20311230.000000 Penalty: 5905.594238
	Iteration 22Q: 3 clusters Score -2.031123e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 101024 members 
Entering Unmasked Estep 
Score: -20311608.000000 Penalty: 5905.594238
	Iteration 23Q: 3 clusters Score -2.031161e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 102331 members 
Entering Unmasked Estep 
Score: -20311936.000000 Penalty: 5905.594238
	Iteration 24Q: 3 clusters Score -2.031194e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 103686 members 
Entering Unmasked Estep 
Score: -20312208.000000 Penalty: 5905.594238
	Iteration 25Q: 3 clusters Score -2.031221e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 104918 members 
Entering Unmasked Estep 
Score: -20312508.000000 Penalty: 5905.594238
	Iteration 26Q: 3 clusters Score -2.031251e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 106086 members 
Entering Unmasked Estep 
Score: -20312732.000000 Penalty: 5905.594238
	Iteration 27Q: 3 clusters Score -2.031273e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 107163 members 
Entering Unmasked Estep 
Score: -20312868.000000 Penalty: 5905.594238
	Iteration 28Q: 3 clusters Score -2.031287e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 108168 members 
Entering Unmasked Estep 
Score: -20313098.000000 Penalty: 5905.594238
	Iteration 29Q: 3 clusters Score -2.03131e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 109178 members 
Entering Unmasked Estep 
Score: -20313284.000000 Penalty: 5905.594238
	Iteration 30Q: 3 clusters Score -2.031328e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 110160 members 
Entering Unmasked Estep 
Score: -20313386.000000 Penalty: 5905.594238
	Iteration 31Q: 3 clusters Score -2.031339e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 111184 members 
Entering Unmasked Estep 
Score: -20313568.000000 Penalty: 5905.594238
	Iteration 32Q: 3 clusters Score -2.031357e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 112146 members 
Entering Unmasked Estep 
Score: -20313656.000000 Penalty: 5905.594238
	Iteration 33Q: 3 clusters Score -2.031366e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 113104 members 
Entering Unmasked Estep 
Score: -20313752.000000 Penalty: 5905.594238
	Iteration 34Q: 3 clusters Score -2.031375e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 114037 members 
Entering Unmasked Estep 
Score: -20313852.000000 Penalty: 5905.594238
	Iteration 35Q: 3 clusters Score -2.031385e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 114969 members 
Entering Unmasked Estep 
Score: -20314058.000000 Penalty: 5905.594238
	Iteration 36Q: 3 clusters Score -2.031406e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 115895 members 
Entering Unmasked Estep 
Score: -20314196.000000 Penalty: 5905.594238
	Iteration 37Q: 3 clusters Score -2.03142e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 116834 members 
Entering Unmasked Estep 
Score: -20314366.000000 Penalty: 5905.594238
	Iteration 38Q: 3 clusters Score -2.031437e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 117716 members 
Entering Unmasked Estep 
Score: -20314510.000000 Penalty: 5905.594238
	Iteration 39Q: 3 clusters Score -2.031451e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 118689 members 
Entering Unmasked Estep 
Score: -20314736.000000 Penalty: 5905.594238
	Iteration 40F: 3 clusters Score -2.031474e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 119600 members 
Entering Unmasked Estep 
Score: -20314866.000000 Penalty: 5905.594238
	Iteration 41Q: 3 clusters Score -2.031487e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27654 members 
Mstep: Class 2 contains 120564 members 
Entering Unmasked Estep 
Score: -20314970.000000 Penalty: 5905.594238
	Iteration 42Q: 3 clusters Score -2.031497e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 121490 members 
Entering Unmasked Estep 
Score: -20315146.000000 Penalty: 5905.594238
	Iteration 43Q: 3 clusters Score -2.031515e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 122428 members 
Entering Unmasked Estep 
Score: -20315342.000000 Penalty: 5905.594238
	Iteration 44Q: 3 clusters Score -2.031534e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 123388 members 
Entering Unmasked Estep 
Score: -20315564.000000 Penalty: 5905.594238
	Iteration 45Q: 3 clusters Score -2.031556e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 124366 members 
Entering Unmasked Estep 
Score: -20315774.000000 Penalty: 5905.594238
	Iteration 46Q: 3 clusters Score -2.031577e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 125401 members 
Entering Unmasked Estep 
Score: -20315926.000000 Penalty: 5905.594238
	Iteration 47Q: 3 clusters Score -2.031593e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 126452 members 
Entering Unmasked Estep 
Score: -20316208.000000 Penalty: 5905.594238
	Iteration 48Q: 3 clusters Score -2.031621e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 127515 members 
Entering Unmasked Estep 
Score: -20316446.000000 Penalty: 5905.594238
	Iteration 49Q: 3 clusters Score -2.031645e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 128649 members 
Entering Unmasked Estep 
Score: -20316694.000000 Penalty: 5905.594238
	Iteration 50Q: 3 clusters Score -2.031669e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 129743 members 
Entering Unmasked Estep 
Score: -20316846.000000 Penalty: 5905.594238
	Iteration 51Q: 3 clusters Score -2.031685e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 130801 members 
Entering Unmasked Estep 
Score: -20317124.000000 Penalty: 5905.594238
	Iteration 52Q: 3 clusters Score -2.031712e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 131920 members 
Entering Unmasked Estep 
Score: -20317304.000000 Penalty: 5905.594238
	Iteration 53Q: 3 clusters Score -2.03173e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 133051 members 
Entering Unmasked Estep 
Score: -20317476.000000 Penalty: 5905.594238
	Iteration 54Q: 3 clusters Score -2.031748e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 134135 members 
Entering Unmasked Estep 
Score: -20317636.000000 Penalty: 5905.594238
	Iteration 55Q: 3 clusters Score -2.031764e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 135213 members 
Entering Unmasked Estep 
Score: -20317866.000000 Penalty: 5905.594238
	Iteration 56Q: 3 clusters Score -2.031787e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 136267 members 
Entering Unmasked Estep 
Score: -20318168.000000 Penalty: 5905.594238
	Iteration 57Q: 3 clusters Score -2.031817e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 137317 members 
Entering Unmasked Estep 
Score: -20318458.000000 Penalty: 5905.594238
	Iteration 58Q: 3 clusters Score -2.031846e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 138264 members 
Entering Unmasked Estep 
Score: -20318746.000000 Penalty: 5905.594238
	Iteration 59Q: 3 clusters Score -2.031875e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 139191 members 
Entering Unmasked Estep 
Score: -20318994.000000 Penalty: 5905.594238
	Iteration 60F: 3 clusters Score -2.031899e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 140028 members 
Entering Unmasked Estep 
Score: -20319220.000000 Penalty: 5905.594238
	Iteration 61Q: 3 clusters Score -2.031922e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 140746 members 
Entering Unmasked Estep 
Score: -20319312.000000 Penalty: 5905.594238
	Iteration 62Q: 3 clusters Score -2.031931e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 141430 members 
Entering Unmasked Estep 
Score: -20319412.000000 Penalty: 5905.594238
	Iteration 63Q: 3 clusters Score -2.031941e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 142029 members 
Entering Unmasked Estep 
Score: -20319570.000000 Penalty: 5905.594238
	Iteration 64Q: 3 clusters Score -2.031957e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 142527 members 
Entering Unmasked Estep 
Score: -20319720.000000 Penalty: 5905.594238
	Iteration 65Q: 3 clusters Score -2.031972e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 142946 members 
Entering Unmasked Estep 
Score: -20319788.000000 Penalty: 5905.594238
	Iteration 66Q: 3 clusters Score -2.031979e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 143291 members 
Entering Unmasked Estep 
Score: -20319866.000000 Penalty: 5905.594238
	Iteration 67Q: 3 clusters Score -2.031987e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 143583 members 
Entering Unmasked Estep 
Score: -20319958.000000 Penalty: 5905.594238
	Iteration 68Q: 3 clusters Score -2.031996e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 143838 members 
Entering Unmasked Estep 
Score: -20320006.000000 Penalty: 5905.594238
	Iteration 69Q: 3 clusters Score -2.032001e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 144051 members 
Entering Unmasked Estep 
Score: -20320070.000000 Penalty: 5905.594238
	Iteration 70Q: 3 clusters Score -2.032007e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 144232 members 
Entering Unmasked Estep 
Score: -20320116.000000 Penalty: 5905.594238
	Iteration 71Q: 3 clusters Score -2.032012e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 144388 members 
Entering Unmasked Estep 
Score: -20320164.000000 Penalty: 5905.594238
	Iteration 72Q: 3 clusters Score -2.032016e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 144500 members 
Entering Unmasked Estep 
Score: -20320204.000000 Penalty: 5905.594238
	Iteration 73Q: 3 clusters Score -2.03202e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 144603 members 
Entering Unmasked Estep 
Score: -20320210.000000 Penalty: 5905.594238
	Iteration 74Q: 3 clusters Score -2.032021e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 144694 members 
Entering Unmasked Estep 
Score: -20320242.000000 Penalty: 5905.594238
	Iteration 75Q: 3 clusters Score -2.032024e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 144786 members 
Entering Unmasked Estep 
Score: -20320216.000000 Penalty: 5905.594238
	Iteration 76Q: 3 clusters Score -2.032022e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 144883 members 
Entering Unmasked Estep 
Score: -20320228.000000 Penalty: 5905.594238
	Iteration 77Q: 3 clusters Score -2.032023e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 144950 members 
Entering Unmasked Estep 
Score: -20320226.000000 Penalty: 5905.594238
	Iteration 78Q: 3 clusters Score -2.032023e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 145018 members 
Entering Unmasked Estep 
Score: -20320222.000000 Penalty: 5905.594238
	Iteration 79Q: 3 clusters Score -2.032022e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 145077 members 
Entering Unmasked Estep 
Score: -20320208.000000 Penalty: 5905.594238
	Iteration 80F: 3 clusters Score -2.032021e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 145133 members 
Entering Unmasked Estep 
Score: -20320232.000000 Penalty: 5905.594238
	Iteration 81Q: 3 clusters Score -2.032023e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 145191 members 
Entering Unmasked Estep 
Score: -20320274.000000 Penalty: 5905.594238
	Iteration 82Q: 3 clusters Score -2.032027e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 145241 members 
Entering Unmasked Estep 
Score: -20320284.000000 Penalty: 5905.594238
	Iteration 83Q: 3 clusters Score -2.032028e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 145271 members 
Entering Unmasked Estep 
Score: -20320290.000000 Penalty: 5905.594238
	Iteration 84Q: 3 clusters Score -2.032029e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 145301 members 
Entering Unmasked Estep 
Score: -20320296.000000 Penalty: 5905.594238
	Iteration 85Q: 3 clusters Score -2.03203e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 145326 members 
Entering Unmasked Estep 
Score: -20320266.000000 Penalty: 5905.594238
	Iteration 86Q: 3 clusters Score -2.032027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 145346 members 
Entering Unmasked Estep 
Score: -20320260.000000 Penalty: 5905.594238
	Iteration 87Q: 3 clusters Score -2.032026e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 145363 members 
Entering Unmasked Estep 
Score: -20320274.000000 Penalty: 5905.594238
	Iteration 88Q: 3 clusters Score -2.032027e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 145385 members 
Entering Unmasked Estep 
Score: -20320290.000000 Penalty: 5905.594238
	Iteration 89Q: 3 clusters Score -2.032029e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 145404 members 
Entering Unmasked Estep 
Score: -20320308.000000 Penalty: 5905.594238
	Iteration 90Q: 3 clusters Score -2.032031e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 145418 members 
Entering Unmasked Estep 
Score: -20320294.000000 Penalty: 5905.594238
	Iteration 91Q: 3 clusters Score -2.032029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 145428 members 
Entering Unmasked Estep 
Score: -20320290.000000 Penalty: 5905.594238
	Iteration 92Q: 3 clusters Score -2.032029e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 145435 members 
Entering Unmasked Estep 
Score: -20320296.000000 Penalty: 5905.594238
	Iteration 93Q: 3 clusters Score -2.03203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 145449 members 
Entering Unmasked Estep 
Score: -20320316.000000 Penalty: 5905.594238
	Iteration 94Q: 3 clusters Score -2.032032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 145455 members 
Entering Unmasked Estep 
Score: -20320306.000000 Penalty: 5905.594238
	Iteration 95Q: 3 clusters Score -2.032031e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 145467 members 
Entering Unmasked Estep 
Score: -20320278.000000 Penalty: 5905.594238
	Iteration 96Q: 3 clusters Score -2.032028e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 145476 members 
Entering Unmasked Estep 
Score: -20320286.000000 Penalty: 5905.594238
	Iteration 97Q: 3 clusters Score -2.032029e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 145481 members 
Entering Unmasked Estep 
Score: -20320298.000000 Penalty: 5905.594238
	Iteration 98Q: 3 clusters Score -2.03203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 145485 members 
Entering Unmasked Estep 
Score: -20320300.000000 Penalty: 5905.594238
	Iteration 99Q: 3 clusters Score -2.03203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 145495 members 
Entering Unmasked Estep 
Score: -20320312.000000 Penalty: 5905.594238
	Iteration 100F: 3 clusters Score -2.032031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -20320308.000000 Penalty: 5905.594238
	Iteration 101Q: 3 clusters Score -2.032031e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 145510 members 
Entering Unmasked Estep 
Score: -20320330.000000 Penalty: 5905.594238
	Iteration 102Q: 3 clusters Score -2.032033e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 145512 members 
Entering Unmasked Estep 
Score: -20320318.000000 Penalty: 5905.594238
	Iteration 103Q: 3 clusters Score -2.032032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 145512 members 
Entering Unmasked Estep 
Score: -20320320.000000 Penalty: 5905.594238
	Iteration 104Q: 3 clusters Score -2.032032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 145511 members 
Entering Unmasked Estep 
Score: -20320314.000000 Penalty: 5905.594238
	Iteration 105Q: 3 clusters Score -2.032031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 145510 members 
Entering Unmasked Estep 
Score: -20320322.000000 Penalty: 5905.594238
	Iteration 106Q: 3 clusters Score -2.032032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 145510 members 
Entering Unmasked Estep 
Score: -20320310.000000 Penalty: 5905.594238
	Iteration 107Q: 3 clusters Score -2.032031e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 145510 members 
Entering Unmasked Estep 
Score: -20320308.000000 Penalty: 5905.594238
	Iteration 108Q: 3 clusters Score -2.032031e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 145509 members 
Entering Unmasked Estep 
Score: -20320326.000000 Penalty: 5905.594238
	Iteration 109Q: 3 clusters Score -2.032033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 145512 members 
Entering Unmasked Estep 
Score: -20320322.000000 Penalty: 5905.594238
	Iteration 110Q: 3 clusters Score -2.032032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 145514 members 
Entering Unmasked Estep 
Score: -20320312.000000 Penalty: 5905.594238
	Iteration 111Q: 3 clusters Score -2.032031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 145517 members 
Entering Unmasked Estep 
Score: -20320318.000000 Penalty: 5905.594238
	Iteration 112Q: 3 clusters Score -2.032032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 145518 members 
Entering Unmasked Estep 
Score: -20320314.000000 Penalty: 5905.594238
	Iteration 113Q: 3 clusters Score -2.032031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 145518 members 
Entering Unmasked Estep 
Score: -20320314.000000 Penalty: 5905.594238
	Iteration 114F: 3 clusters Score -2.032031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -29053.767578 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -29053.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27877.951172 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -27877.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27948.681641 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -27948.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27960.722656 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -27960.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27968.158203 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -27968.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27970.486328 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -27970.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27970.486328 Penalty: 2710.060547
	Iteration 5F: 3 clusters Score -27970.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Entering Unmasked Estep 
Score: -1000876.687500 Penalty: 2203.005127
	Iteration 0F: 2 clusters Score -1000877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -994965.500000 Penalty: 4406.010254
	Iteration 0F: 3 clusters Score -994965.5 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -996503.937500 Penalty: 4406.010254
	Iteration 1F: 3 clusters Score -996503.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -996767.812500 Penalty: 4406.010254
	Iteration 2F: 3 clusters Score -996767.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -996994.062500 Penalty: 4406.010254
	Iteration 3F: 3 clusters Score -996994.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -997235.125000 Penalty: 4406.010254
	Iteration 4F: 3 clusters Score -997235.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -997552.062500 Penalty: 4406.010254
	Iteration 5F: 3 clusters Score -997552.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -997938.375000 Penalty: 4406.010254
	Iteration 6F: 3 clusters Score -997938.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -998382.562500 Penalty: 4406.010254
	Iteration 7F: 3 clusters Score -998382.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -998869.625000 Penalty: 4406.010254
	Iteration 8F: 3 clusters Score -998869.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -999279.937500 Penalty: 4406.010254
	Iteration 9F: 3 clusters Score -999279.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -999526.375000 Penalty: 4406.010254
	Iteration 10Q: 3 clusters Score -999526.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -999667.062500 Penalty: 4406.010254
	Iteration 11Q: 3 clusters Score -999667.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -999763.812500 Penalty: 4406.010254
	Iteration 12Q: 3 clusters Score -999763.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -999829.062500 Penalty: 4406.010254
	Iteration 13Q: 3 clusters Score -999829.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -999862.750000 Penalty: 4406.010254
	Iteration 14Q: 3 clusters Score -999862.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -999895.375000 Penalty: 4406.010254
	Iteration 15Q: 3 clusters Score -999895.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -999915.687500 Penalty: 4406.010254
	Iteration 16Q: 3 clusters Score -999915.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -999932.062500 Penalty: 4406.010254
	Iteration 17Q: 3 clusters Score -999932.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -999933.187500 Penalty: 4406.010254
	Iteration 18Q: 3 clusters Score -999933.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -999936.437500 Penalty: 4406.010254
	Iteration 19Q: 3 clusters Score -999936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -999938.875000 Penalty: 4406.010254
	Iteration 20F: 3 clusters Score -999938.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -999941.687500 Penalty: 4406.010254
	Iteration 21Q: 3 clusters Score -999941.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -999941.187500 Penalty: 4406.010254
	Iteration 22Q: 3 clusters Score -999941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -999943.812500 Penalty: 4406.010254
	Iteration 23Q: 3 clusters Score -999943.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -999944.750000 Penalty: 4406.010254
	Iteration 24Q: 3 clusters Score -999944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -999944.812500 Penalty: 4406.010254
	Iteration 25Q: 3 clusters Score -999944.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -999947.312500 Penalty: 4406.010254
	Iteration 26Q: 3 clusters Score -999947.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -999944.937500 Penalty: 4406.010254
	Iteration 27Q: 3 clusters Score -999944.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -999945.437500 Penalty: 4406.010254
	Iteration 28Q: 3 clusters Score -999945.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -999945.437500 Penalty: 4406.010254
	Iteration 29F: 3 clusters Score -999945.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -64360.882812 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -64360.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62864.628906 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -62864.63 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63051.820312 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -63051.82 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63104.742188 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -63104.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63119.550781 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -63119.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63132.988281 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -63132.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63143.171875 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -63143.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63153.824219 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -63153.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63153.824219 Penalty: 3067.337891
	Iteration 7F: 3 clusters Score -63153.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Entering Unmasked Estep 
Score: -898966.437500 Penalty: 2192.320312
	Iteration 0F: 2 clusters Score -898966.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -893357.937500 Penalty: 4384.640625
	Iteration 0F: 3 clusters Score -893357.9 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -894913.125000 Penalty: 4384.640625
	Iteration 1F: 3 clusters Score -894913.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -895267.625000 Penalty: 4384.640625
	Iteration 2F: 3 clusters Score -895267.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -895510.187500 Penalty: 4384.640625
	Iteration 3F: 3 clusters Score -895510.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -895733.125000 Penalty: 4384.640625
	Iteration 4F: 3 clusters Score -895733.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -895959.375000 Penalty: 4384.640625
	Iteration 5Q: 3 clusters Score -895959.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -896128.687500 Penalty: 4384.640625
	Iteration 6Q: 3 clusters Score -896128.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -896266.500000 Penalty: 4384.640625
	Iteration 7Q: 3 clusters Score -896266.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -896375.125000 Penalty: 4384.640625
	Iteration 8Q: 3 clusters Score -896375.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -896469.062500 Penalty: 4384.640625
	Iteration 9Q: 3 clusters Score -896469.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -896553.312500 Penalty: 4384.640625
	Iteration 10Q: 3 clusters Score -896553.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -896632.187500 Penalty: 4384.640625
	Iteration 11Q: 3 clusters Score -896632.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -896715.875000 Penalty: 4384.640625
	Iteration 12Q: 3 clusters Score -896715.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -896796.875000 Penalty: 4384.640625
	Iteration 13Q: 3 clusters Score -896796.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -896873.437500 Penalty: 4384.640625
	Iteration 14Q: 3 clusters Score -896873.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -896954.000000 Penalty: 4384.640625
	Iteration 15Q: 3 clusters Score -896954 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -897026.312500 Penalty: 4384.640625
	Iteration 16Q: 3 clusters Score -897026.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -897100.312500 Penalty: 4384.640625
	Iteration 17Q: 3 clusters Score -897100.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -897175.312500 Penalty: 4384.640625
	Iteration 18Q: 3 clusters Score -897175.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -897269.687500 Penalty: 4384.640625
	Iteration 19Q: 3 clusters Score -897269.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -897362.375000 Penalty: 4384.640625
	Iteration 20F: 3 clusters Score -897362.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -897454.375000 Penalty: 4384.640625
	Iteration 21Q: 3 clusters Score -897454.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -897541.250000 Penalty: 4384.640625
	Iteration 22Q: 3 clusters Score -897541.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -897614.875000 Penalty: 4384.640625
	Iteration 23Q: 3 clusters Score -897614.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -897668.000000 Penalty: 4384.640625
	Iteration 24Q: 3 clusters Score -897668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -897703.125000 Penalty: 4384.640625
	Iteration 25Q: 3 clusters Score -897703.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -897729.187500 Penalty: 4384.640625
	Iteration 26Q: 3 clusters Score -897729.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -897744.687500 Penalty: 4384.640625
	Iteration 27Q: 3 clusters Score -897744.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -897752.687500 Penalty: 4384.640625
	Iteration 28Q: 3 clusters Score -897752.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -897760.187500 Penalty: 4384.640625
	Iteration 29Q: 3 clusters Score -897760.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -897760.875000 Penalty: 4384.640625
	Iteration 30Q: 3 clusters Score -897760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -897765.937500 Penalty: 4384.640625
	Iteration 31Q: 3 clusters Score -897765.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -897768.312500 Penalty: 4384.640625
	Iteration 32Q: 3 clusters Score -897768.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -897777.562500 Penalty: 4384.640625
	Iteration 33Q: 3 clusters Score -897777.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -897791.187500 Penalty: 4384.640625
	Iteration 34Q: 3 clusters Score -897791.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -897800.937500 Penalty: 4384.640625
	Iteration 35Q: 3 clusters Score -897800.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -897811.312500 Penalty: 4384.640625
	Iteration 36Q: 3 clusters Score -897811.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -897820.375000 Penalty: 4384.640625
	Iteration 37Q: 3 clusters Score -897820.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -897831.062500 Penalty: 4384.640625
	Iteration 38Q: 3 clusters Score -897831.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -897847.062500 Penalty: 4384.640625
	Iteration 39Q: 3 clusters Score -897847.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -897863.500000 Penalty: 4384.640625
	Iteration 40F: 3 clusters Score -897863.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -897879.250000 Penalty: 4384.640625
	Iteration 41Q: 3 clusters Score -897879.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -897889.312500 Penalty: 4384.640625
	Iteration 42Q: 3 clusters Score -897889.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -897899.062500 Penalty: 4384.640625
	Iteration 43Q: 3 clusters Score -897899.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -897905.437500 Penalty: 4384.640625
	Iteration 44Q: 3 clusters Score -897905.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -897911.312500 Penalty: 4384.640625
	Iteration 45Q: 3 clusters Score -897911.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -897918.812500 Penalty: 4384.640625
	Iteration 46Q: 3 clusters Score -897918.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -897921.125000 Penalty: 4384.640625
	Iteration 47Q: 3 clusters Score -897921.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -897924.125000 Penalty: 4384.640625
	Iteration 48Q: 3 clusters Score -897924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -897926.875000 Penalty: 4384.640625
	Iteration 49Q: 3 clusters Score -897926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -897931.562500 Penalty: 4384.640625
	Iteration 50Q: 3 clusters Score -897931.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -897935.437500 Penalty: 4384.640625
	Iteration 51Q: 3 clusters Score -897935.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -897940.437500 Penalty: 4384.640625
	Iteration 52Q: 3 clusters Score -897940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -897941.750000 Penalty: 4384.640625
	Iteration 53Q: 3 clusters Score -897941.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -897944.500000 Penalty: 4384.640625
	Iteration 54Q: 3 clusters Score -897944.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -897952.312500 Penalty: 4384.640625
	Iteration 55Q: 3 clusters Score -897952.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -897958.562500 Penalty: 4384.640625
	Iteration 56Q: 3 clusters Score -897958.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -897965.625000 Penalty: 4384.640625
	Iteration 57Q: 3 clusters Score -897965.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -897982.437500 Penalty: 4384.640625
	Iteration 58Q: 3 clusters Score -897982.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -898000.562500 Penalty: 4384.640625
	Iteration 59Q: 3 clusters Score -898000.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -898007.250000 Penalty: 4384.640625
	Iteration 60F: 3 clusters Score -898007.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -898018.312500 Penalty: 4384.640625
	Iteration 61Q: 3 clusters Score -898018.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -898023.625000 Penalty: 4384.640625
	Iteration 62Q: 3 clusters Score -898023.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -898028.812500 Penalty: 4384.640625
	Iteration 63Q: 3 clusters Score -898028.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -898030.625000 Penalty: 4384.640625
	Iteration 64Q: 3 clusters Score -898030.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -898030.625000 Penalty: 4384.640625
	Iteration 65F: 3 clusters Score -898030.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37420.335938 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -37420.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36147.867188 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -36147.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36346.171875 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -36346.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36495.687500 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -36495.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36589.300781 Penalty: 2879.346924
	Iteration 3F: 3 clusters Score -36589.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36658.230469 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -36658.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36721.285156 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -36721.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -36770.679688 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -36770.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36808.375000 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -36808.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36879.695312 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -36879.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36914.921875 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -36914.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36988.960938 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -36988.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37068.710938 Penalty: 2879.346924
	Iteration 11Q: 3 clusters Score -37068.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37135.179688 Penalty: 2879.346924
	Iteration 12Q: 3 clusters Score -37135.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37165.253906 Penalty: 2879.346924
	Iteration 13Q: 3 clusters Score -37165.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37212.613281 Penalty: 2879.346924
	Iteration 14Q: 3 clusters Score -37212.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37338.917969 Penalty: 2879.346924
	Iteration 15Q: 3 clusters Score -37338.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37377.925781 Penalty: 2879.346924
	Iteration 16Q: 3 clusters Score -37377.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37470.367188 Penalty: 2879.346924
	Iteration 17Q: 3 clusters Score -37470.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37470.816406 Penalty: 2879.346924
	Iteration 18F: 3 clusters Score -37470.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37478.250000 Penalty: 2879.346924
	Iteration 19Q: 3 clusters Score -37478.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -37489.761719 Penalty: 2879.346924
	Iteration 20F: 3 clusters Score -37489.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 35296 members 
Mstep: Class 3 contains 20063 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 53638 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49359 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 42568 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 29395 members 
Mstep: Class 12 contains 86558 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 277098 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 20206 members 
Mstep: Class 17 contains 11337 members 
Mstep: Class 18 contains 25434 members 
Mstep: Class 19 contains 148218 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6905 members 
Mstep: Class 24 contains 135 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 197 members 
Entering Unmasked Estep 
Score: -122229128.000000 Penalty: 91853.718750
Splitting cluster 24 changes total score from -122230912.000000 to -122229128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -150993.640625 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -150993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -149036.765625 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -149036.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -149527.515625 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -149527.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -149717.671875 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -149717.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -149826.031250 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -149826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -149944.328125 Penalty: 3496.860840
	Iteration 4Q: 3 clusters Score -149944.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -150178.515625 Penalty: 3496.860840
	Iteration 5Q: 3 clusters Score -150178.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -150394.781250 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -150394.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -150802.375000 Penalty: 3496.860840
	Iteration 7F: 3 clusters Score -150802.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -151157.328125 Penalty: 3496.860840
	Iteration 8F: 3 clusters Score -151157.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -151404.406250 Penalty: 3496.860840
	Iteration 9F: 3 clusters Score -151404.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -151551.750000 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -151551.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -151690.750000 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -151690.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -151820.890625 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -151820.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -151942.625000 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -151942.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -152016.484375 Penalty: 3496.860840
	Iteration 14Q: 3 clusters Score -152016.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -152025.953125 Penalty: 3496.860840
	Iteration 15Q: 3 clusters Score -152026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152032.921875 Penalty: 3496.860840
	Iteration 16Q: 3 clusters Score -152032.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152032.921875 Penalty: 3496.860840
	Iteration 17F: 3 clusters Score -152032.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 35296 members 
Mstep: Class 3 contains 20063 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 53638 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49359 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 42568 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 29395 members 
Mstep: Class 12 contains 86558 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 277098 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 20206 members 
Mstep: Class 17 contains 11337 members 
Mstep: Class 18 contains 25434 members 
Mstep: Class 19 contains 148218 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6905 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 643 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 510 members 
Entering Unmasked Estep 
Score: -122230288.000000 Penalty: 91853.718750
Splitting cluster 25 changes total score from -122230912.000000 to -122230288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -72093.664062 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -72093.66 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 292 members 
Entering Unmasked Estep 
Score: -70537.960938 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70537.96 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -71018.867188 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -71018.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -71384.101562 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -71384.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -72017.398438 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -72017.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -72251.203125 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -72251.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -72338.562500 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -72338.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -72432.093750 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -72432.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -72493.218750 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -72493.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -72569.414062 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -72569.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -72569.414062 Penalty: 3152.629395
	Iteration 9F: 3 clusters Score -72569.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 35296 members 
Mstep: Class 3 contains 20063 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 53638 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49359 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 42568 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 29395 members 
Mstep: Class 12 contains 86558 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 277098 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 20206 members 
Mstep: Class 17 contains 11337 members 
Mstep: Class 18 contains 25434 members 
Mstep: Class 19 contains 148218 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6905 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 433 members 
Mstep: Class 27 contains 143 members 
Entering Unmasked Estep 
Score: -122229464.000000 Penalty: 91853.718750
Splitting cluster 26 changes total score from -122230912.000000 to -122229464.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 35296 members 
Mstep: Class 3 contains 20063 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 53638 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49359 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 42568 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 29395 members 
Mstep: Class 12 contains 86558 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 277098 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 20206 members 
Mstep: Class 17 contains 11337 members 
Mstep: Class 18 contains 25434 members 
Mstep: Class 19 contains 148218 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6905 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230952.000000 Penalty: 88451.726562
Iteration 119Q: 27 clusters Score -1.22231e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 35271 members 
Mstep: Class 3 contains 20083 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 53816 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49359 members 
Mstep: Class 8 contains 5701 members 
Mstep: Class 9 contains 42429 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 29431 members 
Mstep: Class 12 contains 86501 members 
Mstep: Class 13 contains 29502 members 
Mstep: Class 14 contains 277084 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 20292 members 
Mstep: Class 17 contains 11335 members 
Mstep: Class 18 contains 25447 members 
Mstep: Class 19 contains 148108 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7218 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6907 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230944.000000 Penalty: 88451.726562
Iteration 120F: 27 clusters Score -1.222309e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 35253 members 
Mstep: Class 3 contains 20099 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 53982 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49353 members 
Mstep: Class 8 contains 5702 members 
Mstep: Class 9 contains 42293 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 29449 members 
Mstep: Class 12 contains 86450 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 277065 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 20400 members 
Mstep: Class 17 contains 11335 members 
Mstep: Class 18 contains 25449 members 
Mstep: Class 19 contains 148022 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7221 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6910 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231280.000000 Penalty: 88451.726562
Iteration 121Q: 27 clusters Score -1.222313e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 35232 members 
Mstep: Class 3 contains 20109 members 
Mstep: Class 4 contains 3076 members 
Mstep: Class 5 contains 54134 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49348 members 
Mstep: Class 8 contains 5704 members 
Mstep: Class 9 contains 42161 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 29456 members 
Mstep: Class 12 contains 86421 members 
Mstep: Class 13 contains 29500 members 
Mstep: Class 14 contains 277041 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 20505 members 
Mstep: Class 17 contains 11330 members 
Mstep: Class 18 contains 25457 members 
Mstep: Class 19 contains 147951 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7225 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6912 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231392.000000 Penalty: 88451.726562
Iteration 122Q: 27 clusters Score -1.222314e+08 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 35204 members 
Mstep: Class 3 contains 20118 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 54299 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49341 members 
Mstep: Class 8 contains 5705 members 
Mstep: Class 9 contains 42023 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 29461 members 
Mstep: Class 12 contains 86375 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 277058 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 20594 members 
Mstep: Class 17 contains 11330 members 
Mstep: Class 18 contains 25469 members 
Mstep: Class 19 contains 147870 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7225 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6915 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231328.000000 Penalty: 88451.726562
Iteration 123Q: 27 clusters Score -1.222313e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 35188 members 
Mstep: Class 3 contains 20128 members 
Mstep: Class 4 contains 3075 members 
Mstep: Class 5 contains 54479 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49345 members 
Mstep: Class 8 contains 5705 members 
Mstep: Class 9 contains 41895 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 29484 members 
Mstep: Class 12 contains 86336 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 277036 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 20674 members 
Mstep: Class 17 contains 11326 members 
Mstep: Class 18 contains 25471 members 
Mstep: Class 19 contains 147777 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6919 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231296.000000 Penalty: 88451.726562
Iteration 124Q: 27 clusters Score -1.222313e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 35163 members 
Mstep: Class 3 contains 20139 members 
Mstep: Class 4 contains 3074 members 
Mstep: Class 5 contains 54661 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49346 members 
Mstep: Class 8 contains 5705 members 
Mstep: Class 9 contains 41786 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 29504 members 
Mstep: Class 12 contains 86277 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 277038 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 20738 members 
Mstep: Class 17 contains 11327 members 
Mstep: Class 18 contains 25477 members 
Mstep: Class 19 contains 147683 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7224 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6925 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231128.000000 Penalty: 88451.726562
Iteration 125Q: 27 clusters Score -1.222311e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 35135 members 
Mstep: Class 3 contains 20155 members 
Mstep: Class 4 contains 3069 members 
Mstep: Class 5 contains 54806 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49354 members 
Mstep: Class 8 contains 5705 members 
Mstep: Class 9 contains 41668 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 29512 members 
Mstep: Class 12 contains 86210 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 277063 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 20824 members 
Mstep: Class 17 contains 11319 members 
Mstep: Class 18 contains 25485 members 
Mstep: Class 19 contains 147604 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7226 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6931 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231120.000000 Penalty: 88451.726562
Iteration 126Q: 27 clusters Score -1.222311e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 35127 members 
Mstep: Class 3 contains 20171 members 
Mstep: Class 4 contains 3065 members 
Mstep: Class 5 contains 54914 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49362 members 
Mstep: Class 8 contains 5705 members 
Mstep: Class 9 contains 41561 members 
Mstep: Class 10 contains 1151 members 
Mstep: Class 11 contains 29518 members 
Mstep: Class 12 contains 86173 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 277064 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 20912 members 
Mstep: Class 17 contains 11316 members 
Mstep: Class 18 contains 25496 members 
Mstep: Class 19 contains 147522 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7228 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231040.000000 Penalty: 88451.726562
Iteration 127Q: 27 clusters Score -1.22231e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 35116 members 
Mstep: Class 3 contains 20186 members 
Mstep: Class 4 contains 3063 members 
Mstep: Class 5 contains 55039 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49362 members 
Mstep: Class 8 contains 5705 members 
Mstep: Class 9 contains 41466 members 
Mstep: Class 10 contains 1153 members 
Mstep: Class 11 contains 29522 members 
Mstep: Class 12 contains 86124 members 
Mstep: Class 13 contains 29500 members 
Mstep: Class 14 contains 277077 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 20998 members 
Mstep: Class 17 contains 11314 members 
Mstep: Class 18 contains 25493 members 
Mstep: Class 19 contains 147439 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7232 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6934 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231008.000000 Penalty: 88451.726562
Iteration 128Q: 27 clusters Score -1.22231e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49279 members 
Mstep: Class 2 contains 35094 members 
Mstep: Class 3 contains 20196 members 
Mstep: Class 4 contains 3061 members 
Mstep: Class 5 contains 55170 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49365 members 
Mstep: Class 8 contains 5705 members 
Mstep: Class 9 contains 41372 members 
Mstep: Class 10 contains 1156 members 
Mstep: Class 11 contains 29532 members 
Mstep: Class 12 contains 86075 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 277075 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 21083 members 
Mstep: Class 17 contains 11307 members 
Mstep: Class 18 contains 25502 members 
Mstep: Class 19 contains 147354 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7236 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6935 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230944.000000 Penalty: 88451.726562
Iteration 129Q: 27 clusters Score -1.222309e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 35084 members 
Mstep: Class 3 contains 20201 members 
Mstep: Class 4 contains 3059 members 
Mstep: Class 5 contains 55301 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49363 members 
Mstep: Class 8 contains 5706 members 
Mstep: Class 9 contains 41283 members 
Mstep: Class 10 contains 1156 members 
Mstep: Class 11 contains 29536 members 
Mstep: Class 12 contains 86023 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 277074 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 21167 members 
Mstep: Class 17 contains 11305 members 
Mstep: Class 18 contains 25503 members 
Mstep: Class 19 contains 147275 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7239 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230616.000000 Penalty: 88451.726562
Iteration 130Q: 27 clusters Score -1.222306e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 35065 members 
Mstep: Class 3 contains 20208 members 
Mstep: Class 4 contains 3057 members 
Mstep: Class 5 contains 55436 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49367 members 
Mstep: Class 8 contains 5706 members 
Mstep: Class 9 contains 41203 members 
Mstep: Class 10 contains 1156 members 
Mstep: Class 11 contains 29545 members 
Mstep: Class 12 contains 85961 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 277067 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 21242 members 
Mstep: Class 17 contains 11302 members 
Mstep: Class 18 contains 25507 members 
Mstep: Class 19 contains 147207 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7242 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230784.000000 Penalty: 88451.726562
Iteration 131Q: 27 clusters Score -1.222308e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 35038 members 
Mstep: Class 3 contains 20223 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 55572 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49371 members 
Mstep: Class 8 contains 5706 members 
Mstep: Class 9 contains 41112 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 29554 members 
Mstep: Class 12 contains 85898 members 
Mstep: Class 13 contains 29500 members 
Mstep: Class 14 contains 277083 members 
Mstep: Class 15 contains 1140 members 
Mstep: Class 16 contains 21316 members 
Mstep: Class 17 contains 11296 members 
Mstep: Class 18 contains 25519 members 
Mstep: Class 19 contains 147131 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7242 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230768.000000 Penalty: 88451.726562
Iteration 132Q: 27 clusters Score -1.222308e+08 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49290 members 
Mstep: Class 2 contains 35007 members 
Mstep: Class 3 contains 20237 members 
Mstep: Class 4 contains 3053 members 
Mstep: Class 5 contains 55708 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49374 members 
Mstep: Class 8 contains 5706 members 
Mstep: Class 9 contains 41014 members 
Mstep: Class 10 contains 1159 members 
Mstep: Class 11 contains 29574 members 
Mstep: Class 12 contains 85832 members 
Mstep: Class 13 contains 29500 members 
Mstep: Class 14 contains 277078 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 21380 members 
Mstep: Class 17 contains 11299 members 
Mstep: Class 18 contains 25535 members 
Mstep: Class 19 contains 147073 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7242 members 
Mstep: Class 22 contains 485 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230832.000000 Penalty: 88451.726562
Iteration 133Q: 27 clusters Score -1.222308e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 34969 members 
Mstep: Class 3 contains 20257 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 55838 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49374 members 
Mstep: Class 8 contains 5706 members 
Mstep: Class 9 contains 40903 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 29584 members 
Mstep: Class 12 contains 85792 members 
Mstep: Class 13 contains 29500 members 
Mstep: Class 14 contains 277088 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 21448 members 
Mstep: Class 17 contains 11300 members 
Mstep: Class 18 contains 25545 members 
Mstep: Class 19 contains 147012 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7242 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6933 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230904.000000 Penalty: 88451.726562
Iteration 134Q: 27 clusters Score -1.222309e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 34942 members 
Mstep: Class 3 contains 20271 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 55969 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49373 members 
Mstep: Class 8 contains 5706 members 
Mstep: Class 9 contains 40814 members 
Mstep: Class 10 contains 1165 members 
Mstep: Class 11 contains 29591 members 
Mstep: Class 12 contains 85727 members 
Mstep: Class 13 contains 29500 members 
Mstep: Class 14 contains 277086 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 21525 members 
Mstep: Class 17 contains 11301 members 
Mstep: Class 18 contains 25551 members 
Mstep: Class 19 contains 146958 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7241 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6931 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230856.000000 Penalty: 88451.726562
Iteration 135Q: 27 clusters Score -1.222309e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49295 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 20284 members 
Mstep: Class 4 contains 3051 members 
Mstep: Class 5 contains 56084 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49373 members 
Mstep: Class 8 contains 5706 members 
Mstep: Class 9 contains 40737 members 
Mstep: Class 10 contains 1166 members 
Mstep: Class 11 contains 29598 members 
Mstep: Class 12 contains 85671 members 
Mstep: Class 13 contains 29500 members 
Mstep: Class 14 contains 277071 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 21600 members 
Mstep: Class 17 contains 11300 members 
Mstep: Class 18 contains 25553 members 
Mstep: Class 19 contains 146921 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7241 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6931 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230960.000000 Penalty: 88451.726562
Iteration 136Q: 27 clusters Score -1.22231e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 34891 members 
Mstep: Class 3 contains 20290 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 56205 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49368 members 
Mstep: Class 8 contains 5706 members 
Mstep: Class 9 contains 40655 members 
Mstep: Class 10 contains 1169 members 
Mstep: Class 11 contains 29599 members 
Mstep: Class 12 contains 85638 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 277051 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 21672 members 
Mstep: Class 17 contains 11302 members 
Mstep: Class 18 contains 25559 members 
Mstep: Class 19 contains 146867 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7242 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230976.000000 Penalty: 88451.726562
Iteration 137Q: 27 clusters Score -1.22231e+08 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 34865 members 
Mstep: Class 3 contains 20293 members 
Mstep: Class 4 contains 3046 members 
Mstep: Class 5 contains 56323 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49366 members 
Mstep: Class 8 contains 5707 members 
Mstep: Class 9 contains 40568 members 
Mstep: Class 10 contains 1170 members 
Mstep: Class 11 contains 29594 members 
Mstep: Class 12 contains 85612 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 277033 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 21741 members 
Mstep: Class 17 contains 11300 members 
Mstep: Class 18 contains 25567 members 
Mstep: Class 19 contains 146829 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7242 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6936 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231144.000000 Penalty: 88451.726562
Iteration 138Q: 27 clusters Score -1.222311e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49302 members 
Mstep: Class 2 contains 34843 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 3045 members 
Mstep: Class 5 contains 56430 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49367 members 
Mstep: Class 8 contains 5707 members 
Mstep: Class 9 contains 40504 members 
Mstep: Class 10 contains 1172 members 
Mstep: Class 11 contains 29601 members 
Mstep: Class 12 contains 85572 members 
Mstep: Class 13 contains 29502 members 
Mstep: Class 14 contains 277009 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 21805 members 
Mstep: Class 17 contains 11300 members 
Mstep: Class 18 contains 25568 members 
Mstep: Class 19 contains 146792 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7243 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6937 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230984.000000 Penalty: 88451.726562
Iteration 139Q: 27 clusters Score -1.22231e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 34813 members 
Mstep: Class 3 contains 20299 members 
Mstep: Class 4 contains 3045 members 
Mstep: Class 5 contains 56544 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49363 members 
Mstep: Class 8 contains 5710 members 
Mstep: Class 9 contains 40445 members 
Mstep: Class 10 contains 1175 members 
Mstep: Class 11 contains 29597 members 
Mstep: Class 12 contains 85536 members 
Mstep: Class 13 contains 29500 members 
Mstep: Class 14 contains 276983 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 21868 members 
Mstep: Class 17 contains 11305 members 
Mstep: Class 18 contains 25573 members 
Mstep: Class 19 contains 146754 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7243 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6943 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231112.000000 Penalty: 88451.726562
Iteration 140F: 27 clusters Score -1.222311e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 34782 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 3044 members 
Mstep: Class 5 contains 56662 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49362 members 
Mstep: Class 8 contains 5713 members 
Mstep: Class 9 contains 40395 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 29596 members 
Mstep: Class 12 contains 85525 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 276929 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 21922 members 
Mstep: Class 17 contains 11306 members 
Mstep: Class 18 contains 25578 members 
Mstep: Class 19 contains 146714 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7245 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6943 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231352.000000 Penalty: 88451.726562
Iteration 141Q: 27 clusters Score -1.222314e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 34753 members 
Mstep: Class 3 contains 20309 members 
Mstep: Class 4 contains 3043 members 
Mstep: Class 5 contains 56774 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49356 members 
Mstep: Class 8 contains 5717 members 
Mstep: Class 9 contains 40328 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 29608 members 
Mstep: Class 12 contains 85507 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 276900 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 21986 members 
Mstep: Class 17 contains 11303 members 
Mstep: Class 18 contains 25579 members 
Mstep: Class 19 contains 146662 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7247 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6943 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231288.000000 Penalty: 88451.726562
Iteration 142Q: 27 clusters Score -1.222313e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 34716 members 
Mstep: Class 3 contains 20325 members 
Mstep: Class 4 contains 3043 members 
Mstep: Class 5 contains 56865 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49353 members 
Mstep: Class 8 contains 5719 members 
Mstep: Class 9 contains 40245 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 29618 members 
Mstep: Class 12 contains 85492 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 276884 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22047 members 
Mstep: Class 17 contains 11303 members 
Mstep: Class 18 contains 25589 members 
Mstep: Class 19 contains 146624 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7247 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6944 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231416.000000 Penalty: 88451.726562
Iteration 143Q: 27 clusters Score -1.222314e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 34690 members 
Mstep: Class 3 contains 20332 members 
Mstep: Class 4 contains 3043 members 
Mstep: Class 5 contains 56955 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49352 members 
Mstep: Class 8 contains 5720 members 
Mstep: Class 9 contains 40178 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 29615 members 
Mstep: Class 12 contains 85474 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 276843 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22111 members 
Mstep: Class 17 contains 11305 members 
Mstep: Class 18 contains 25592 members 
Mstep: Class 19 contains 146613 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7246 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6945 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231336.000000 Penalty: 88451.726562
Iteration 144Q: 27 clusters Score -1.222313e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49301 members 
Mstep: Class 2 contains 34658 members 
Mstep: Class 3 contains 20345 members 
Mstep: Class 4 contains 3043 members 
Mstep: Class 5 contains 57042 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49346 members 
Mstep: Class 8 contains 5721 members 
Mstep: Class 9 contains 40126 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 29615 members 
Mstep: Class 12 contains 85469 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 276801 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22166 members 
Mstep: Class 17 contains 11310 members 
Mstep: Class 18 contains 25596 members 
Mstep: Class 19 contains 146583 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7246 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231384.000000 Penalty: 88451.726562
Iteration 145Q: 27 clusters Score -1.222314e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 34636 members 
Mstep: Class 3 contains 20357 members 
Mstep: Class 4 contains 3042 members 
Mstep: Class 5 contains 57119 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49338 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 40082 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 29614 members 
Mstep: Class 12 contains 85439 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276788 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22227 members 
Mstep: Class 17 contains 11310 members 
Mstep: Class 18 contains 25594 members 
Mstep: Class 19 contains 146547 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7245 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231344.000000 Penalty: 88451.726562
Iteration 146Q: 27 clusters Score -1.222313e+08 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 34612 members 
Mstep: Class 3 contains 20369 members 
Mstep: Class 4 contains 3040 members 
Mstep: Class 5 contains 57208 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49330 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 40040 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 29597 members 
Mstep: Class 12 contains 85401 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 276785 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22293 members 
Mstep: Class 17 contains 11308 members 
Mstep: Class 18 contains 25595 members 
Mstep: Class 19 contains 146518 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7244 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6946 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231280.000000 Penalty: 88451.726562
Iteration 147Q: 27 clusters Score -1.222313e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 34600 members 
Mstep: Class 3 contains 20373 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 57302 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49329 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 39995 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 29599 members 
Mstep: Class 12 contains 85373 members 
Mstep: Class 13 contains 29500 members 
Mstep: Class 14 contains 276750 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22365 members 
Mstep: Class 17 contains 11303 members 
Mstep: Class 18 contains 25596 members 
Mstep: Class 19 contains 146476 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7244 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6946 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231288.000000 Penalty: 88451.726562
Iteration 148Q: 27 clusters Score -1.222313e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 34583 members 
Mstep: Class 3 contains 20383 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 57408 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49324 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 39931 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 29592 members 
Mstep: Class 12 contains 85335 members 
Mstep: Class 13 contains 29498 members 
Mstep: Class 14 contains 276725 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22439 members 
Mstep: Class 17 contains 11297 members 
Mstep: Class 18 contains 25594 members 
Mstep: Class 19 contains 146449 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7245 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6946 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231224.000000 Penalty: 88451.726562
Iteration 149Q: 27 clusters Score -1.222312e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 34569 members 
Mstep: Class 3 contains 20393 members 
Mstep: Class 4 contains 3038 members 
Mstep: Class 5 contains 57516 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49322 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 39860 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 11 contains 29591 members 
Mstep: Class 12 contains 85323 members 
Mstep: Class 13 contains 29498 members 
Mstep: Class 14 contains 276686 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22503 members 
Mstep: Class 17 contains 11289 members 
Mstep: Class 18 contains 25586 members 
Mstep: Class 19 contains 146417 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7247 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6948 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231320.000000 Penalty: 88451.726562
Iteration 150Q: 27 clusters Score -1.222313e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 20399 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 57617 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49314 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 39802 members 
Mstep: Class 10 contains 1180 members 
Mstep: Class 11 contains 29588 members 
Mstep: Class 12 contains 85302 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276677 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 11284 members 
Mstep: Class 18 contains 25590 members 
Mstep: Class 19 contains 146366 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7245 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6948 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231344.000000 Penalty: 88451.726562
Iteration 151Q: 27 clusters Score -1.222313e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 34538 members 
Mstep: Class 3 contains 20408 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 57713 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49304 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 39740 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 29587 members 
Mstep: Class 12 contains 85286 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276688 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22591 members 
Mstep: Class 17 contains 11282 members 
Mstep: Class 18 contains 25593 members 
Mstep: Class 19 contains 146325 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7246 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6948 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231568.000000 Penalty: 88451.726562
Iteration 152Q: 27 clusters Score -1.222316e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 34522 members 
Mstep: Class 3 contains 20416 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 57817 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49287 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 39678 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29589 members 
Mstep: Class 12 contains 85272 members 
Mstep: Class 13 contains 29498 members 
Mstep: Class 14 contains 276679 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22616 members 
Mstep: Class 17 contains 11290 members 
Mstep: Class 18 contains 25595 members 
Mstep: Class 19 contains 146291 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7249 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6948 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231480.000000 Penalty: 88451.726562
Iteration 153Q: 27 clusters Score -1.222315e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 34512 members 
Mstep: Class 3 contains 20419 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 57923 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49282 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 39605 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29582 members 
Mstep: Class 12 contains 85262 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276668 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22645 members 
Mstep: Class 17 contains 11290 members 
Mstep: Class 18 contains 25596 members 
Mstep: Class 19 contains 146266 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7248 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6950 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231472.000000 Penalty: 88451.726562
Iteration 154Q: 27 clusters Score -1.222315e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 34493 members 
Mstep: Class 3 contains 20428 members 
Mstep: Class 4 contains 3037 members 
Mstep: Class 5 contains 58019 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49279 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 39561 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29574 members 
Mstep: Class 12 contains 85258 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276644 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22675 members 
Mstep: Class 17 contains 11290 members 
Mstep: Class 18 contains 25597 members 
Mstep: Class 19 contains 146229 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7249 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6953 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231408.000000 Penalty: 88451.726562
Iteration 155Q: 27 clusters Score -1.222314e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 34484 members 
Mstep: Class 3 contains 20439 members 
Mstep: Class 4 contains 3035 members 
Mstep: Class 5 contains 58105 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49274 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 39515 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29574 members 
Mstep: Class 12 contains 85267 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276608 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22707 members 
Mstep: Class 17 contains 11290 members 
Mstep: Class 18 contains 25597 members 
Mstep: Class 19 contains 146185 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7251 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6956 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231304.000000 Penalty: 88451.726562
Iteration 156Q: 27 clusters Score -1.222313e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 34466 members 
Mstep: Class 3 contains 20459 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 58183 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49263 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 39463 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29572 members 
Mstep: Class 12 contains 85269 members 
Mstep: Class 13 contains 29496 members 
Mstep: Class 14 contains 276597 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22738 members 
Mstep: Class 17 contains 11290 members 
Mstep: Class 18 contains 25594 members 
Mstep: Class 19 contains 146150 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6959 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231424.000000 Penalty: 88451.726562
Iteration 157Q: 27 clusters Score -1.222314e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 34448 members 
Mstep: Class 3 contains 20473 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 58259 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49257 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 39391 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29581 members 
Mstep: Class 12 contains 85290 members 
Mstep: Class 13 contains 29494 members 
Mstep: Class 14 contains 276572 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22768 members 
Mstep: Class 17 contains 11290 members 
Mstep: Class 18 contains 25595 members 
Mstep: Class 19 contains 146120 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6961 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231464.000000 Penalty: 88451.726562
Iteration 158Q: 27 clusters Score -1.222315e+08 nChanged 319
Entering ConstructFrom: 
Score: -122231464.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (49305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49305 members 
Entering Unmasked Estep 
Score: -6629022.000000 Penalty: 2679.833496
	Iteration 0F: 2 clusters Score -6629022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -6595872.000000 Penalty: 5359.666992
	Iteration 0F: 3 clusters Score -6595872 nChanged 22811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -6608829.500000 Penalty: 5359.666992
	Iteration 1F: 3 clusters Score -6608830 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -6610435.000000 Penalty: 5359.666992
	Iteration 2F: 3 clusters Score -6610435 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30972 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -6613234.000000 Penalty: 5359.666992
	Iteration 3F: 3 clusters Score -6613234 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -6617214.000000 Penalty: 5359.666992
	Iteration 4F: 3 clusters Score -6617214 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37591 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -6621366.000000 Penalty: 5359.666992
	Iteration 5F: 3 clusters Score -6621366 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -6624592.500000 Penalty: 5359.666992
	Iteration 6F: 3 clusters Score -6624592 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -6626583.000000 Penalty: 5359.666992
	Iteration 7Q: 3 clusters Score -6626583 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -6627651.000000 Penalty: 5359.666992
	Iteration 8Q: 3 clusters Score -6627651 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -6628128.000000 Penalty: 5359.666992
	Iteration 9Q: 3 clusters Score -6628128 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -6628435.500000 Penalty: 5359.666992
	Iteration 10Q: 3 clusters Score -6628436 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -6628652.500000 Penalty: 5359.666992
	Iteration 11Q: 3 clusters Score -6628652 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44251 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -6628822.500000 Penalty: 5359.666992
	Iteration 12Q: 3 clusters Score -6628822 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -6628934.500000 Penalty: 5359.666992
	Iteration 13Q: 3 clusters Score -6628934 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -6629085.500000 Penalty: 5359.666992
	Iteration 14Q: 3 clusters Score -6629086 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -6629158.000000 Penalty: 5359.666992
	Iteration 15Q: 3 clusters Score -6629158 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -6629186.000000 Penalty: 5359.666992
	Iteration 16Q: 3 clusters Score -6629186 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6629227.500000 Penalty: 5359.666992
	Iteration 17Q: 3 clusters Score -6629228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -6629256.500000 Penalty: 5359.666992
	Iteration 18Q: 3 clusters Score -6629256 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -6629268.500000 Penalty: 5359.666992
	Iteration 19Q: 3 clusters Score -6629268 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -6629269.000000 Penalty: 5359.666992
	Iteration 20F: 3 clusters Score -6629269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -6629273.000000 Penalty: 5359.666992
	Iteration 21Q: 3 clusters Score -6629273 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -6629296.000000 Penalty: 5359.666992
	Iteration 22Q: 3 clusters Score -6629296 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6629301.500000 Penalty: 5359.666992
	Iteration 23Q: 3 clusters Score -6629302 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -6629307.500000 Penalty: 5359.666992
	Iteration 24Q: 3 clusters Score -6629308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -6629316.000000 Penalty: 5359.666992
	Iteration 25Q: 3 clusters Score -6629316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -6629320.000000 Penalty: 5359.666992
	Iteration 26Q: 3 clusters Score -6629320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -6629324.500000 Penalty: 5359.666992
	Iteration 27Q: 3 clusters Score -6629324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -6629319.500000 Penalty: 5359.666992
	Iteration 28Q: 3 clusters Score -6629320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6629327.000000 Penalty: 5359.666992
	Iteration 29Q: 3 clusters Score -6629327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -6629327.000000 Penalty: 5359.666992
	Iteration 30Q: 3 clusters Score -6629327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -6629328.000000 Penalty: 5359.666992
	Iteration 31Q: 3 clusters Score -6629328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -6629329.000000 Penalty: 5359.666992
	Iteration 32Q: 3 clusters Score -6629329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -6629323.500000 Penalty: 5359.666992
	Iteration 33Q: 3 clusters Score -6629324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -6629322.500000 Penalty: 5359.666992
	Iteration 34Q: 3 clusters Score -6629322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6629324.500000 Penalty: 5359.666992
	Iteration 35Q: 3 clusters Score -6629324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -6629327.500000 Penalty: 5359.666992
	Iteration 36Q: 3 clusters Score -6629328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -6629326.500000 Penalty: 5359.666992
	Iteration 37Q: 3 clusters Score -6629326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -6629325.500000 Penalty: 5359.666992
	Iteration 38Q: 3 clusters Score -6629326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -6629326.000000 Penalty: 5359.666992
	Iteration 39Q: 3 clusters Score -6629326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -6629322.500000 Penalty: 5359.666992
	Iteration 40F: 3 clusters Score -6629322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -6629323.500000 Penalty: 5359.666992
	Iteration 41Q: 3 clusters Score -6629324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -6629323.500000 Penalty: 5359.666992
	Iteration 42F: 3 clusters Score -6629324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 34417 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 58345 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49248 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 39334 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29572 members 
Mstep: Class 12 contains 85282 members 
Mstep: Class 13 contains 29493 members 
Mstep: Class 14 contains 276571 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22807 members 
Mstep: Class 17 contains 11291 members 
Mstep: Class 18 contains 25593 members 
Mstep: Class 19 contains 146091 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6965 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 3690 members 
Entering Unmasked Estep 
Score: -122231096.000000 Penalty: 91853.718750
Splitting cluster 1 changes total score from -122231464.000000 to -122231096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (34417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Entering Unmasked Estep 
Score: -4702775.500000 Penalty: 2590.683838
	Iteration 0F: 2 clusters Score -4702776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -4679408.000000 Penalty: 5181.367676
	Iteration 0F: 3 clusters Score -4679408 nChanged 15713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -4688097.000000 Penalty: 5181.367676
	Iteration 1F: 3 clusters Score -4688097 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -4688851.500000 Penalty: 5181.367676
	Iteration 2F: 3 clusters Score -4688852 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -4689725.000000 Penalty: 5181.367676
	Iteration 3F: 3 clusters Score -4689725 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -4690733.000000 Penalty: 5181.367676
	Iteration 4F: 3 clusters Score -4690733 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -4691816.000000 Penalty: 5181.367676
	Iteration 5F: 3 clusters Score -4691816 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4692964.500000 Penalty: 5181.367676
	Iteration 6F: 3 clusters Score -4692964 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -4693996.500000 Penalty: 5181.367676
	Iteration 7F: 3 clusters Score -4693996 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -4694926.500000 Penalty: 5181.367676
	Iteration 8Q: 3 clusters Score -4694926 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -4695662.000000 Penalty: 5181.367676
	Iteration 9Q: 3 clusters Score -4695662 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -4696233.500000 Penalty: 5181.367676
	Iteration 10Q: 3 clusters Score -4696234 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -4696763.000000 Penalty: 5181.367676
	Iteration 11Q: 3 clusters Score -4696763 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -4697165.500000 Penalty: 5181.367676
	Iteration 12Q: 3 clusters Score -4697166 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -4697495.000000 Penalty: 5181.367676
	Iteration 13Q: 3 clusters Score -4697495 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -4697769.500000 Penalty: 5181.367676
	Iteration 14Q: 3 clusters Score -4697770 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -4698018.500000 Penalty: 5181.367676
	Iteration 15Q: 3 clusters Score -4698018 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -4698256.000000 Penalty: 5181.367676
	Iteration 16Q: 3 clusters Score -4698256 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -4698470.000000 Penalty: 5181.367676
	Iteration 17Q: 3 clusters Score -4698470 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -4698713.000000 Penalty: 5181.367676
	Iteration 18Q: 3 clusters Score -4698713 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29539 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -4698919.000000 Penalty: 5181.367676
	Iteration 19Q: 3 clusters Score -4698919 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -4699149.500000 Penalty: 5181.367676
	Iteration 20F: 3 clusters Score -4699150 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -4699363.500000 Penalty: 5181.367676
	Iteration 21Q: 3 clusters Score -4699364 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -4699551.000000 Penalty: 5181.367676
	Iteration 22Q: 3 clusters Score -4699551 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -4699731.000000 Penalty: 5181.367676
	Iteration 23Q: 3 clusters Score -4699731 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -4699891.500000 Penalty: 5181.367676
	Iteration 24Q: 3 clusters Score -4699892 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -4700038.000000 Penalty: 5181.367676
	Iteration 25Q: 3 clusters Score -4700038 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4700139.500000 Penalty: 5181.367676
	Iteration 26Q: 3 clusters Score -4700140 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -4700247.500000 Penalty: 5181.367676
	Iteration 27Q: 3 clusters Score -4700248 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4700304.000000 Penalty: 5181.367676
	Iteration 28Q: 3 clusters Score -4700304 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4700352.500000 Penalty: 5181.367676
	Iteration 29Q: 3 clusters Score -4700352 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4700403.000000 Penalty: 5181.367676
	Iteration 30Q: 3 clusters Score -4700403 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4700460.500000 Penalty: 5181.367676
	Iteration 31Q: 3 clusters Score -4700460 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4700501.000000 Penalty: 5181.367676
	Iteration 32Q: 3 clusters Score -4700501 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4700537.500000 Penalty: 5181.367676
	Iteration 33Q: 3 clusters Score -4700538 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -4700568.000000 Penalty: 5181.367676
	Iteration 34Q: 3 clusters Score -4700568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4700601.000000 Penalty: 5181.367676
	Iteration 35Q: 3 clusters Score -4700601 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -4700619.000000 Penalty: 5181.367676
	Iteration 36Q: 3 clusters Score -4700619 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -4700625.500000 Penalty: 5181.367676
	Iteration 37Q: 3 clusters Score -4700626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4700646.000000 Penalty: 5181.367676
	Iteration 38Q: 3 clusters Score -4700646 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -4700654.000000 Penalty: 5181.367676
	Iteration 39Q: 3 clusters Score -4700654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -4700662.500000 Penalty: 5181.367676
	Iteration 40F: 3 clusters Score -4700662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -4700681.500000 Penalty: 5181.367676
	Iteration 41Q: 3 clusters Score -4700682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4700689.500000 Penalty: 5181.367676
	Iteration 42Q: 3 clusters Score -4700690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -4700690.000000 Penalty: 5181.367676
	Iteration 43Q: 3 clusters Score -4700690 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4700702.000000 Penalty: 5181.367676
	Iteration 44Q: 3 clusters Score -4700702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33175 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -4700708.000000 Penalty: 5181.367676
	Iteration 45Q: 3 clusters Score -4700708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4700717.500000 Penalty: 5181.367676
	Iteration 46Q: 3 clusters Score -4700718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4700716.500000 Penalty: 5181.367676
	Iteration 47Q: 3 clusters Score -4700716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4700720.500000 Penalty: 5181.367676
	Iteration 48Q: 3 clusters Score -4700720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4700721.000000 Penalty: 5181.367676
	Iteration 49Q: 3 clusters Score -4700721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33211 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4700721.500000 Penalty: 5181.367676
	Iteration 50Q: 3 clusters Score -4700722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4700733.500000 Penalty: 5181.367676
	Iteration 51Q: 3 clusters Score -4700734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4700737.500000 Penalty: 5181.367676
	Iteration 52Q: 3 clusters Score -4700738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4700736.500000 Penalty: 5181.367676
	Iteration 53Q: 3 clusters Score -4700736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33227 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4700737.000000 Penalty: 5181.367676
	Iteration 54Q: 3 clusters Score -4700737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4700741.500000 Penalty: 5181.367676
	Iteration 55Q: 3 clusters Score -4700742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4700743.000000 Penalty: 5181.367676
	Iteration 56Q: 3 clusters Score -4700743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4700741.500000 Penalty: 5181.367676
	Iteration 57Q: 3 clusters Score -4700742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4700746.000000 Penalty: 5181.367676
	Iteration 58Q: 3 clusters Score -4700746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33245 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4700749.500000 Penalty: 5181.367676
	Iteration 59Q: 3 clusters Score -4700750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4700748.000000 Penalty: 5181.367676
	Iteration 60F: 3 clusters Score -4700748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4700757.500000 Penalty: 5181.367676
	Iteration 61Q: 3 clusters Score -4700758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33266 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4700757.500000 Penalty: 5181.367676
	Iteration 62Q: 3 clusters Score -4700758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4700761.500000 Penalty: 5181.367676
	Iteration 63Q: 3 clusters Score -4700762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4700753.500000 Penalty: 5181.367676
	Iteration 64Q: 3 clusters Score -4700754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4700767.000000 Penalty: 5181.367676
	Iteration 65Q: 3 clusters Score -4700767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4700769.000000 Penalty: 5181.367676
	Iteration 66Q: 3 clusters Score -4700769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4700769.000000 Penalty: 5181.367676
	Iteration 67Q: 3 clusters Score -4700769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4700773.000000 Penalty: 5181.367676
	Iteration 68Q: 3 clusters Score -4700773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4700776.500000 Penalty: 5181.367676
	Iteration 69Q: 3 clusters Score -4700776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4700785.500000 Penalty: 5181.367676
	Iteration 70Q: 3 clusters Score -4700786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -4700788.000000 Penalty: 5181.367676
	Iteration 71Q: 3 clusters Score -4700788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4700785.000000 Penalty: 5181.367676
	Iteration 72Q: 3 clusters Score -4700785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4700790.500000 Penalty: 5181.367676
	Iteration 73Q: 3 clusters Score -4700790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4700799.000000 Penalty: 5181.367676
	Iteration 74Q: 3 clusters Score -4700799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33322 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4700795.500000 Penalty: 5181.367676
	Iteration 75Q: 3 clusters Score -4700796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33323 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4700800.500000 Penalty: 5181.367676
	Iteration 76Q: 3 clusters Score -4700800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4700797.500000 Penalty: 5181.367676
	Iteration 77Q: 3 clusters Score -4700798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4700795.500000 Penalty: 5181.367676
	Iteration 78Q: 3 clusters Score -4700796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4700795.500000 Penalty: 5181.367676
	Iteration 79F: 3 clusters Score -4700796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Entering Unmasked Estep 
Score: -2772650.500000 Penalty: 2462.091797
	Iteration 0F: 2 clusters Score -2772650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2758288.250000 Penalty: 4924.183594
	Iteration 0F: 3 clusters Score -2758288 nChanged 9026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2763244.500000 Penalty: 4924.183594
	Iteration 1F: 3 clusters Score -2763244 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2763778.500000 Penalty: 4924.183594
	Iteration 2F: 3 clusters Score -2763778 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2764341.250000 Penalty: 4924.183594
	Iteration 3F: 3 clusters Score -2764341 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -2764993.000000 Penalty: 4924.183594
	Iteration 4F: 3 clusters Score -2764993 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2765792.250000 Penalty: 4924.183594
	Iteration 5F: 3 clusters Score -2765792 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -2766770.000000 Penalty: 4924.183594
	Iteration 6F: 3 clusters Score -2766770 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -2767820.750000 Penalty: 4924.183594
	Iteration 7F: 3 clusters Score -2767821 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -2768834.000000 Penalty: 4924.183594
	Iteration 8F: 3 clusters Score -2768834 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -2769692.000000 Penalty: 4924.183594
	Iteration 9F: 3 clusters Score -2769692 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2770415.500000 Penalty: 4924.183594
	Iteration 10Q: 3 clusters Score -2770416 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2771033.750000 Penalty: 4924.183594
	Iteration 11Q: 3 clusters Score -2771034 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2771510.500000 Penalty: 4924.183594
	Iteration 12Q: 3 clusters Score -2771510 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2772020.500000 Penalty: 4924.183594
	Iteration 13Q: 3 clusters Score -2772020 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2772511.000000 Penalty: 4924.183594
	Iteration 14Q: 3 clusters Score -2772511 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2772829.500000 Penalty: 4924.183594
	Iteration 15Q: 3 clusters Score -2772830 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2773029.500000 Penalty: 4924.183594
	Iteration 16Q: 3 clusters Score -2773030 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2773168.250000 Penalty: 4924.183594
	Iteration 17Q: 3 clusters Score -2773168 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2773229.250000 Penalty: 4924.183594
	Iteration 18Q: 3 clusters Score -2773229 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2773267.500000 Penalty: 4924.183594
	Iteration 19Q: 3 clusters Score -2773268 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2773281.000000 Penalty: 4924.183594
	Iteration 20F: 3 clusters Score -2773281 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2773287.250000 Penalty: 4924.183594
	Iteration 21Q: 3 clusters Score -2773287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
Score: -2773303.750000 Penalty: 4924.183594
	Iteration 22Q: 3 clusters Score -2773304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2773315.250000 Penalty: 4924.183594
	Iteration 23Q: 3 clusters Score -2773315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -2773314.500000 Penalty: 4924.183594
	Iteration 24Q: 3 clusters Score -2773314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2773313.750000 Penalty: 4924.183594
	Iteration 25Q: 3 clusters Score -2773314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2773315.500000 Penalty: 4924.183594
	Iteration 26Q: 3 clusters Score -2773316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2773318.000000 Penalty: 4924.183594
	Iteration 27Q: 3 clusters Score -2773318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2773317.250000 Penalty: 4924.183594
	Iteration 28Q: 3 clusters Score -2773317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2773315.000000 Penalty: 4924.183594
	Iteration 29Q: 3 clusters Score -2773315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2773313.500000 Penalty: 4924.183594
	Iteration 30Q: 3 clusters Score -2773314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2773314.250000 Penalty: 4924.183594
	Iteration 31Q: 3 clusters Score -2773314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2773315.000000 Penalty: 4924.183594
	Iteration 32Q: 3 clusters Score -2773315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2773315.000000 Penalty: 4924.183594
	Iteration 33F: 3 clusters Score -2773315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 34417 members 
Mstep: Class 3 contains 6402 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 58345 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49248 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 39334 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29572 members 
Mstep: Class 12 contains 85282 members 
Mstep: Class 13 contains 29493 members 
Mstep: Class 14 contains 276571 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22807 members 
Mstep: Class 17 contains 11291 members 
Mstep: Class 18 contains 25593 members 
Mstep: Class 19 contains 146091 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6965 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14090 members 
Entering Unmasked Estep 
Score: -122231360.000000 Penalty: 91853.718750
Splitting cluster 3 changes total score from -122231464.000000 to -122231360.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Entering Unmasked Estep 
Score: -431603.468750 Penalty: 1988.292236
	Iteration 0F: 2 clusters Score -431603.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -428308.750000 Penalty: 3976.584473
	Iteration 0F: 3 clusters Score -428308.8 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -429023.937500 Penalty: 3976.584473
	Iteration 1F: 3 clusters Score -429023.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -429190.937500 Penalty: 3976.584473
	Iteration 2F: 3 clusters Score -429190.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -429283.250000 Penalty: 3976.584473
	Iteration 3F: 3 clusters Score -429283.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -429340.187500 Penalty: 3976.584473
	Iteration 4Q: 3 clusters Score -429340.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -429373.312500 Penalty: 3976.584473
	Iteration 5Q: 3 clusters Score -429373.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -429394.312500 Penalty: 3976.584473
	Iteration 6Q: 3 clusters Score -429394.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -429406.718750 Penalty: 3976.584473
	Iteration 7Q: 3 clusters Score -429406.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -429416.000000 Penalty: 3976.584473
	Iteration 8Q: 3 clusters Score -429416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -429421.343750 Penalty: 3976.584473
	Iteration 9Q: 3 clusters Score -429421.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -429427.656250 Penalty: 3976.584473
	Iteration 10Q: 3 clusters Score -429427.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -429430.312500 Penalty: 3976.584473
	Iteration 11Q: 3 clusters Score -429430.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -429436.687500 Penalty: 3976.584473
	Iteration 12Q: 3 clusters Score -429436.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -429441.625000 Penalty: 3976.584473
	Iteration 13Q: 3 clusters Score -429441.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -429444.968750 Penalty: 3976.584473
	Iteration 14Q: 3 clusters Score -429445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -429447.906250 Penalty: 3976.584473
	Iteration 15Q: 3 clusters Score -429447.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -429451.500000 Penalty: 3976.584473
	Iteration 16Q: 3 clusters Score -429451.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -429454.156250 Penalty: 3976.584473
	Iteration 17Q: 3 clusters Score -429454.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -429454.187500 Penalty: 3976.584473
	Iteration 18Q: 3 clusters Score -429454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -429455.437500 Penalty: 3976.584473
	Iteration 19Q: 3 clusters Score -429455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -429455.843750 Penalty: 3976.584473
	Iteration 20F: 3 clusters Score -429455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -429455.937500 Penalty: 3976.584473
	Iteration 21Q: 3 clusters Score -429455.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -429455.812500 Penalty: 3976.584473
	Iteration 22Q: 3 clusters Score -429455.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -429456.156250 Penalty: 3976.584473
	Iteration 23Q: 3 clusters Score -429456.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -429456.156250 Penalty: 3976.584473
	Iteration 24F: 3 clusters Score -429456.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (58345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58345 members 
Entering Unmasked Estep 
Score: -7874503.500000 Penalty: 2721.583984
	Iteration 0F: 2 clusters Score -7874504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -7835311.000000 Penalty: 5443.167969
	Iteration 0F: 3 clusters Score -7835311 nChanged 27114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -7850543.500000 Penalty: 5443.167969
	Iteration 1F: 3 clusters Score -7850544 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -7851422.500000 Penalty: 5443.167969
	Iteration 2Q: 3 clusters Score -7851422 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -7852458.000000 Penalty: 5443.167969
	Iteration 3Q: 3 clusters Score -7852458 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -7854129.000000 Penalty: 5443.167969
	Iteration 4F: 3 clusters Score -7854129 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -7856769.500000 Penalty: 5443.167969
	Iteration 5F: 3 clusters Score -7856770 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -7860315.500000 Penalty: 5443.167969
	Iteration 6F: 3 clusters Score -7860316 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -7864580.000000 Penalty: 5443.167969
	Iteration 7F: 3 clusters Score -7864580 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -7868310.000000 Penalty: 5443.167969
	Iteration 8F: 3 clusters Score -7868310 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7870495.000000 Penalty: 5443.167969
	Iteration 9Q: 3 clusters Score -7870495 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57498 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7871379.000000 Penalty: 5443.167969
	Iteration 10Q: 3 clusters Score -7871379 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57856 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7871750.500000 Penalty: 5443.167969
	Iteration 11Q: 3 clusters Score -7871750 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57971 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7871880.500000 Penalty: 5443.167969
	Iteration 12Q: 3 clusters Score -7871880 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58017 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -7871967.000000 Penalty: 5443.167969
	Iteration 13Q: 3 clusters Score -7871967 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7872015.000000 Penalty: 5443.167969
	Iteration 14Q: 3 clusters Score -7872015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7872045.000000 Penalty: 5443.167969
	Iteration 15Q: 3 clusters Score -7872045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58078 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7872079.000000 Penalty: 5443.167969
	Iteration 16Q: 3 clusters Score -7872079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7872115.000000 Penalty: 5443.167969
	Iteration 17Q: 3 clusters Score -7872115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58092 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -7872131.500000 Penalty: 5443.167969
	Iteration 18Q: 3 clusters Score -7872132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58093 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7872135.500000 Penalty: 5443.167969
	Iteration 19Q: 3 clusters Score -7872136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7872139.500000 Penalty: 5443.167969
	Iteration 20F: 3 clusters Score -7872140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7872152.000000 Penalty: 5443.167969
	Iteration 21Q: 3 clusters Score -7872152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7872152.500000 Penalty: 5443.167969
	Iteration 22Q: 3 clusters Score -7872152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7872152.500000 Penalty: 5443.167969
	Iteration 23F: 3 clusters Score -7872152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103456.054688 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -101821.867188 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101821.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -102224.765625 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102224.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102403.125000 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -102403.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -102542.742188 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -102542.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -102700.085938 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -102700.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -102819.445312 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -102819.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -102882.906250 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -102882.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -102971.007812 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -102971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -103078.921875 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -103078.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103259.132812 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -103259.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -103354.718750 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -103354.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -103427.367188 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -103427.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -103446.468750 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -103446.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -103453.000000 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -103453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -103457.234375 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -103457.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103461.367188 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -103461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -103462.796875 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -103462.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -103462.796875 Penalty: 3322.340820
	Iteration 17F: 3 clusters Score -103462.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 34417 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 58345 members 
Mstep: Class 6 contains 449 members 
Mstep: Class 7 contains 49248 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 39334 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29572 members 
Mstep: Class 12 contains 85282 members 
Mstep: Class 13 contains 29493 members 
Mstep: Class 14 contains 276571 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22807 members 
Mstep: Class 17 contains 11291 members 
Mstep: Class 18 contains 25593 members 
Mstep: Class 19 contains 146091 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6965 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 362 members 
Entering Unmasked Estep 
Score: -122229680.000000 Penalty: 91853.718750
Splitting cluster 6 changes total score from -122231464.000000 to -122229680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (49248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Entering Unmasked Estep 
Score: -6808925.500000 Penalty: 2679.546631
	Iteration 0F: 2 clusters Score -6808926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24484 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -6775651.000000 Penalty: 5359.093262
	Iteration 0F: 3 clusters Score -6775651 nChanged 22746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -6788363.000000 Penalty: 5359.093262
	Iteration 1F: 3 clusters Score -6788363 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -6788995.000000 Penalty: 5359.093262
	Iteration 2Q: 3 clusters Score -6788995 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -6789762.500000 Penalty: 5359.093262
	Iteration 3Q: 3 clusters Score -6789762 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -6790678.500000 Penalty: 5359.093262
	Iteration 4Q: 3 clusters Score -6790678 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -6792013.000000 Penalty: 5359.093262
	Iteration 5Q: 3 clusters Score -6792013 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -6793695.000000 Penalty: 5359.093262
	Iteration 6F: 3 clusters Score -6793695 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -6795638.500000 Penalty: 5359.093262
	Iteration 7F: 3 clusters Score -6795638 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -6797388.000000 Penalty: 5359.093262
	Iteration 8F: 3 clusters Score -6797388 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -6798646.000000 Penalty: 5359.093262
	Iteration 9F: 3 clusters Score -6798646 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -6799455.000000 Penalty: 5359.093262
	Iteration 10Q: 3 clusters Score -6799455 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -6800094.500000 Penalty: 5359.093262
	Iteration 11Q: 3 clusters Score -6800094 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14577 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -6800596.500000 Penalty: 5359.093262
	Iteration 12Q: 3 clusters Score -6800596 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -6801112.500000 Penalty: 5359.093262
	Iteration 13Q: 3 clusters Score -6801112 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -6801539.500000 Penalty: 5359.093262
	Iteration 14Q: 3 clusters Score -6801540 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -6802116.000000 Penalty: 5359.093262
	Iteration 15Q: 3 clusters Score -6802116 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -6802653.500000 Penalty: 5359.093262
	Iteration 16Q: 3 clusters Score -6802654 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -6803272.500000 Penalty: 5359.093262
	Iteration 17Q: 3 clusters Score -6803272 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -6803835.500000 Penalty: 5359.093262
	Iteration 18Q: 3 clusters Score -6803836 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -6804372.500000 Penalty: 5359.093262
	Iteration 19Q: 3 clusters Score -6804372 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -6804838.000000 Penalty: 5359.093262
	Iteration 20F: 3 clusters Score -6804838 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -6805206.500000 Penalty: 5359.093262
	Iteration 21Q: 3 clusters Score -6805206 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -6805502.000000 Penalty: 5359.093262
	Iteration 22Q: 3 clusters Score -6805502 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -6805731.000000 Penalty: 5359.093262
	Iteration 23Q: 3 clusters Score -6805731 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 47162 members 
Entering Unmasked Estep 
Score: -6805945.000000 Penalty: 5359.093262
	Iteration 24Q: 3 clusters Score -6805945 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -6806090.000000 Penalty: 5359.093262
	Iteration 25Q: 3 clusters Score -6806090 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -6806196.000000 Penalty: 5359.093262
	Iteration 26Q: 3 clusters Score -6806196 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -6806282.500000 Penalty: 5359.093262
	Iteration 27Q: 3 clusters Score -6806282 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -6806340.500000 Penalty: 5359.093262
	Iteration 28Q: 3 clusters Score -6806340 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -6806391.500000 Penalty: 5359.093262
	Iteration 29Q: 3 clusters Score -6806392 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 48121 members 
Entering Unmasked Estep 
Score: -6806429.000000 Penalty: 5359.093262
	Iteration 30Q: 3 clusters Score -6806429 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -6806487.000000 Penalty: 5359.093262
	Iteration 31Q: 3 clusters Score -6806487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -6806522.500000 Penalty: 5359.093262
	Iteration 32Q: 3 clusters Score -6806522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -6806561.000000 Penalty: 5359.093262
	Iteration 33Q: 3 clusters Score -6806561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -6806585.500000 Penalty: 5359.093262
	Iteration 34Q: 3 clusters Score -6806586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -6806597.500000 Penalty: 5359.093262
	Iteration 35Q: 3 clusters Score -6806598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -6806608.500000 Penalty: 5359.093262
	Iteration 36Q: 3 clusters Score -6806608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -6806632.000000 Penalty: 5359.093262
	Iteration 37Q: 3 clusters Score -6806632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -6806631.000000 Penalty: 5359.093262
	Iteration 38Q: 3 clusters Score -6806631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -6806639.000000 Penalty: 5359.093262
	Iteration 39Q: 3 clusters Score -6806639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 48413 members 
Entering Unmasked Estep 
Score: -6806641.500000 Penalty: 5359.093262
	Iteration 40F: 3 clusters Score -6806642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -6806652.500000 Penalty: 5359.093262
	Iteration 41Q: 3 clusters Score -6806652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 48427 members 
Entering Unmasked Estep 
Score: -6806652.500000 Penalty: 5359.093262
	Iteration 42Q: 3 clusters Score -6806652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 48434 members 
Entering Unmasked Estep 
Score: -6806653.500000 Penalty: 5359.093262
	Iteration 43Q: 3 clusters Score -6806654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -6806653.500000 Penalty: 5359.093262
	Iteration 44Q: 3 clusters Score -6806654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48438 members 
Entering Unmasked Estep 
Score: -6806653.500000 Penalty: 5359.093262
	Iteration 45F: 3 clusters Score -6806654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Entering Unmasked Estep 
Score: -766295.437500 Penalty: 2145.714355
	Iteration 0F: 2 clusters Score -766295.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -761398.187500 Penalty: 4291.428711
	Iteration 0F: 3 clusters Score -761398.2 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -762804.500000 Penalty: 4291.428711
	Iteration 1F: 3 clusters Score -762804.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -763261.062500 Penalty: 4291.428711
	Iteration 2F: 3 clusters Score -763261.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -763717.000000 Penalty: 4291.428711
	Iteration 3F: 3 clusters Score -763717 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -764085.250000 Penalty: 4291.428711
	Iteration 4F: 3 clusters Score -764085.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -764341.750000 Penalty: 4291.428711
	Iteration 5F: 3 clusters Score -764341.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -764485.812500 Penalty: 4291.428711
	Iteration 6Q: 3 clusters Score -764485.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -764594.562500 Penalty: 4291.428711
	Iteration 7Q: 3 clusters Score -764594.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -764659.312500 Penalty: 4291.428711
	Iteration 8Q: 3 clusters Score -764659.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -764703.250000 Penalty: 4291.428711
	Iteration 9Q: 3 clusters Score -764703.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -764733.812500 Penalty: 4291.428711
	Iteration 10Q: 3 clusters Score -764733.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -764758.000000 Penalty: 4291.428711
	Iteration 11Q: 3 clusters Score -764758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -764778.500000 Penalty: 4291.428711
	Iteration 12Q: 3 clusters Score -764778.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -764797.250000 Penalty: 4291.428711
	Iteration 13Q: 3 clusters Score -764797.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -764812.500000 Penalty: 4291.428711
	Iteration 14Q: 3 clusters Score -764812.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -764822.000000 Penalty: 4291.428711
	Iteration 15Q: 3 clusters Score -764822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -764827.875000 Penalty: 4291.428711
	Iteration 16Q: 3 clusters Score -764827.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -764834.125000 Penalty: 4291.428711
	Iteration 17Q: 3 clusters Score -764834.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -764841.875000 Penalty: 4291.428711
	Iteration 18Q: 3 clusters Score -764841.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -764847.812500 Penalty: 4291.428711
	Iteration 19Q: 3 clusters Score -764847.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -764853.500000 Penalty: 4291.428711
	Iteration 20F: 3 clusters Score -764853.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -764859.312500 Penalty: 4291.428711
	Iteration 21Q: 3 clusters Score -764859.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -764860.812500 Penalty: 4291.428711
	Iteration 22Q: 3 clusters Score -764860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -764862.812500 Penalty: 4291.428711
	Iteration 23Q: 3 clusters Score -764862.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -764864.250000 Penalty: 4291.428711
	Iteration 24Q: 3 clusters Score -764864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -764868.125000 Penalty: 4291.428711
	Iteration 25Q: 3 clusters Score -764868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -764871.812500 Penalty: 4291.428711
	Iteration 26Q: 3 clusters Score -764871.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -764876.312500 Penalty: 4291.428711
	Iteration 27Q: 3 clusters Score -764876.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -764877.500000 Penalty: 4291.428711
	Iteration 28Q: 3 clusters Score -764877.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -764879.687500 Penalty: 4291.428711
	Iteration 29Q: 3 clusters Score -764879.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -764879.687500 Penalty: 4291.428711
	Iteration 30Q: 3 clusters Score -764879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -764882.625000 Penalty: 4291.428711
	Iteration 31Q: 3 clusters Score -764882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -764881.250000 Penalty: 4291.428711
	Iteration 32Q: 3 clusters Score -764881.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -764883.312500 Penalty: 4291.428711
	Iteration 33Q: 3 clusters Score -764883.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -764884.250000 Penalty: 4291.428711
	Iteration 34Q: 3 clusters Score -764884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -764883.687500 Penalty: 4291.428711
	Iteration 35Q: 3 clusters Score -764883.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -764883.687500 Penalty: 4291.428711
	Iteration 36F: 3 clusters Score -764883.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (39334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Entering Unmasked Estep 
Score: -5466273.500000 Penalty: 2623.801514
	Iteration 0F: 2 clusters Score -5466274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -5439500.500000 Penalty: 5247.603027
	Iteration 0F: 3 clusters Score -5439500 nChanged 17946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -5449594.000000 Penalty: 5247.603027
	Iteration 1F: 3 clusters Score -5449594 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -5450297.500000 Penalty: 5247.603027
	Iteration 2F: 3 clusters Score -5450298 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -5450983.000000 Penalty: 5247.603027
	Iteration 3Q: 3 clusters Score -5450983 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -5451976.500000 Penalty: 5247.603027
	Iteration 4F: 3 clusters Score -5451976 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -5453226.000000 Penalty: 5247.603027
	Iteration 5F: 3 clusters Score -5453226 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -5454837.500000 Penalty: 5247.603027
	Iteration 6F: 3 clusters Score -5454838 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -5456826.500000 Penalty: 5247.603027
	Iteration 7F: 3 clusters Score -5456826 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -5458969.000000 Penalty: 5247.603027
	Iteration 8F: 3 clusters Score -5458969 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -5460831.000000 Penalty: 5247.603027
	Iteration 9Q: 3 clusters Score -5460831 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5462100.500000 Penalty: 5247.603027
	Iteration 10Q: 3 clusters Score -5462100 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -5462905.000000 Penalty: 5247.603027
	Iteration 11Q: 3 clusters Score -5462905 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5463376.000000 Penalty: 5247.603027
	Iteration 12Q: 3 clusters Score -5463376 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5463592.000000 Penalty: 5247.603027
	Iteration 13Q: 3 clusters Score -5463592 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -5463778.500000 Penalty: 5247.603027
	Iteration 14Q: 3 clusters Score -5463778 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5463888.500000 Penalty: 5247.603027
	Iteration 15Q: 3 clusters Score -5463888 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5463971.000000 Penalty: 5247.603027
	Iteration 16Q: 3 clusters Score -5463971 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5464058.000000 Penalty: 5247.603027
	Iteration 17Q: 3 clusters Score -5464058 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37898 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5464105.500000 Penalty: 5247.603027
	Iteration 18Q: 3 clusters Score -5464106 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -5464139.000000 Penalty: 5247.603027
	Iteration 19Q: 3 clusters Score -5464139 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5464145.000000 Penalty: 5247.603027
	Iteration 20F: 3 clusters Score -5464145 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5464171.000000 Penalty: 5247.603027
	Iteration 21Q: 3 clusters Score -5464171 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5464186.000000 Penalty: 5247.603027
	Iteration 22Q: 3 clusters Score -5464186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5464196.000000 Penalty: 5247.603027
	Iteration 23Q: 3 clusters Score -5464196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5464208.000000 Penalty: 5247.603027
	Iteration 24Q: 3 clusters Score -5464208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5464216.500000 Penalty: 5247.603027
	Iteration 25Q: 3 clusters Score -5464216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5464241.000000 Penalty: 5247.603027
	Iteration 26Q: 3 clusters Score -5464241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5464262.000000 Penalty: 5247.603027
	Iteration 27Q: 3 clusters Score -5464262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5464269.000000 Penalty: 5247.603027
	Iteration 28Q: 3 clusters Score -5464269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5464269.500000 Penalty: 5247.603027
	Iteration 29Q: 3 clusters Score -5464270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5464276.000000 Penalty: 5247.603027
	Iteration 30Q: 3 clusters Score -5464276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5464281.500000 Penalty: 5247.603027
	Iteration 31Q: 3 clusters Score -5464282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5464289.500000 Penalty: 5247.603027
	Iteration 32Q: 3 clusters Score -5464290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5464294.000000 Penalty: 5247.603027
	Iteration 33Q: 3 clusters Score -5464294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5464292.000000 Penalty: 5247.603027
	Iteration 34Q: 3 clusters Score -5464292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5464305.000000 Penalty: 5247.603027
	Iteration 35Q: 3 clusters Score -5464305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5464302.000000 Penalty: 5247.603027
	Iteration 36Q: 3 clusters Score -5464302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5464299.000000 Penalty: 5247.603027
	Iteration 37Q: 3 clusters Score -5464299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -5464295.500000 Penalty: 5247.603027
	Iteration 38Q: 3 clusters Score -5464296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5464301.000000 Penalty: 5247.603027
	Iteration 39Q: 3 clusters Score -5464301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5464300.500000 Penalty: 5247.603027
	Iteration 40F: 3 clusters Score -5464300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5464307.500000 Penalty: 5247.603027
	Iteration 41Q: 3 clusters Score -5464308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5464303.500000 Penalty: 5247.603027
	Iteration 42Q: 3 clusters Score -5464304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5464308.500000 Penalty: 5247.603027
	Iteration 43Q: 3 clusters Score -5464308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5464301.000000 Penalty: 5247.603027
	Iteration 44Q: 3 clusters Score -5464301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -5464301.000000 Penalty: 5247.603027
	Iteration 45Q: 3 clusters Score -5464301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5464297.000000 Penalty: 5247.603027
	Iteration 46Q: 3 clusters Score -5464297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5464301.500000 Penalty: 5247.603027
	Iteration 47Q: 3 clusters Score -5464302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5464307.500000 Penalty: 5247.603027
	Iteration 48Q: 3 clusters Score -5464308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5464312.500000 Penalty: 5247.603027
	Iteration 49Q: 3 clusters Score -5464312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5464314.500000 Penalty: 5247.603027
	Iteration 50Q: 3 clusters Score -5464314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5464314.500000 Penalty: 5247.603027
	Iteration 51F: 3 clusters Score -5464314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -144611.171875 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -144611.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -142628.265625 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -142628.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -143092.718750 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -143092.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -143335.218750 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -143335.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -143496.109375 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -143496.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -143638.578125 Penalty: 3509.181641
	Iteration 4Q: 3 clusters Score -143638.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -143777.328125 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -143777.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -143881.406250 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -143881.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -143997.531250 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -143997.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -144028.640625 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -144028.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -144047.546875 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -144047.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -144058.796875 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -144058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -144061.343750 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -144061.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -144065.359375 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -144065.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -144066.484375 Penalty: 3509.181641
	Iteration 13Q: 3 clusters Score -144066.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -144067.328125 Penalty: 3509.181641
	Iteration 14Q: 3 clusters Score -144067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -144068.125000 Penalty: 3509.181641
	Iteration 15Q: 3 clusters Score -144068.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -144068.609375 Penalty: 3509.181641
	Iteration 16Q: 3 clusters Score -144068.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -144069.343750 Penalty: 3509.181641
	Iteration 17Q: 3 clusters Score -144069.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -144069.343750 Penalty: 3509.181641
	Iteration 18F: 3 clusters Score -144069.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Entering Unmasked Estep 
Score: -4136476.750000 Penalty: 2553.056641
	Iteration 0F: 2 clusters Score -4136477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4116044.750000 Penalty: 5106.113281
	Iteration 0F: 3 clusters Score -4116045 nChanged 13298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -4123289.500000 Penalty: 5106.113281
	Iteration 1F: 3 clusters Score -4123290 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -4123739.000000 Penalty: 5106.113281
	Iteration 2Q: 3 clusters Score -4123739 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -4124054.000000 Penalty: 5106.113281
	Iteration 3Q: 3 clusters Score -4124054 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -4124336.500000 Penalty: 5106.113281
	Iteration 4Q: 3 clusters Score -4124336 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -4124637.250000 Penalty: 5106.113281
	Iteration 5Q: 3 clusters Score -4124637 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -4125004.250000 Penalty: 5106.113281
	Iteration 6Q: 3 clusters Score -4125004 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -4125514.750000 Penalty: 5106.113281
	Iteration 7Q: 3 clusters Score -4125515 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4126179.500000 Penalty: 5106.113281
	Iteration 8Q: 3 clusters Score -4126180 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4127134.500000 Penalty: 5106.113281
	Iteration 9Q: 3 clusters Score -4127134 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -4128245.250000 Penalty: 5106.113281
	Iteration 10F: 3 clusters Score -4128245 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -4129445.000000 Penalty: 5106.113281
	Iteration 11F: 3 clusters Score -4129445 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4130687.750000 Penalty: 5106.113281
	Iteration 12F: 3 clusters Score -4130688 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -4131943.750000 Penalty: 5106.113281
	Iteration 13Q: 3 clusters Score -4131944 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -4133047.000000 Penalty: 5106.113281
	Iteration 14Q: 3 clusters Score -4133047 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -4133924.000000 Penalty: 5106.113281
	Iteration 15Q: 3 clusters Score -4133924 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -4134651.250000 Penalty: 5106.113281
	Iteration 16Q: 3 clusters Score -4134651 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -4135233.750000 Penalty: 5106.113281
	Iteration 17Q: 3 clusters Score -4135234 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4135607.250000 Penalty: 5106.113281
	Iteration 18Q: 3 clusters Score -4135607 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -4135842.750000 Penalty: 5106.113281
	Iteration 19Q: 3 clusters Score -4135843 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -4135984.500000 Penalty: 5106.113281
	Iteration 20F: 3 clusters Score -4135984 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -4136069.250000 Penalty: 5106.113281
	Iteration 21Q: 3 clusters Score -4136069 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -4136115.000000 Penalty: 5106.113281
	Iteration 22Q: 3 clusters Score -4136115 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -4136140.750000 Penalty: 5106.113281
	Iteration 23Q: 3 clusters Score -4136141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -4136145.250000 Penalty: 5106.113281
	Iteration 24Q: 3 clusters Score -4136145 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -4136163.000000 Penalty: 5106.113281
	Iteration 25Q: 3 clusters Score -4136163 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -4136170.500000 Penalty: 5106.113281
	Iteration 26Q: 3 clusters Score -4136170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -4136175.750000 Penalty: 5106.113281
	Iteration 27Q: 3 clusters Score -4136176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -4136191.500000 Penalty: 5106.113281
	Iteration 28Q: 3 clusters Score -4136192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -4136196.000000 Penalty: 5106.113281
	Iteration 29Q: 3 clusters Score -4136196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -4136203.250000 Penalty: 5106.113281
	Iteration 30Q: 3 clusters Score -4136203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -4136194.750000 Penalty: 5106.113281
	Iteration 31Q: 3 clusters Score -4136195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -4136198.250000 Penalty: 5106.113281
	Iteration 32Q: 3 clusters Score -4136198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -4136197.250000 Penalty: 5106.113281
	Iteration 33Q: 3 clusters Score -4136197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -4136194.500000 Penalty: 5106.113281
	Iteration 34Q: 3 clusters Score -4136194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -4136195.750000 Penalty: 5106.113281
	Iteration 35Q: 3 clusters Score -4136196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4136198.000000 Penalty: 5106.113281
	Iteration 36Q: 3 clusters Score -4136198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -4136200.250000 Penalty: 5106.113281
	Iteration 37Q: 3 clusters Score -4136200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -4136201.500000 Penalty: 5106.113281
	Iteration 38Q: 3 clusters Score -4136202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -4136197.750000 Penalty: 5106.113281
	Iteration 39Q: 3 clusters Score -4136198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -4136199.750000 Penalty: 5106.113281
	Iteration 40F: 3 clusters Score -4136200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -4136199.000000 Penalty: 5106.113281
	Iteration 41Q: 3 clusters Score -4136199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -4136200.500000 Penalty: 5106.113281
	Iteration 42Q: 3 clusters Score -4136200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -4136200.500000 Penalty: 5106.113281
	Iteration 43Q: 3 clusters Score -4136200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -4136201.000000 Penalty: 5106.113281
	Iteration 44Q: 3 clusters Score -4136201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -4136200.750000 Penalty: 5106.113281
	Iteration 45Q: 3 clusters Score -4136201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -4136203.250000 Penalty: 5106.113281
	Iteration 46Q: 3 clusters Score -4136203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -4136200.750000 Penalty: 5106.113281
	Iteration 47Q: 3 clusters Score -4136201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -4136196.750000 Penalty: 5106.113281
	Iteration 48Q: 3 clusters Score -4136197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -4136196.750000 Penalty: 5106.113281
	Iteration 49F: 3 clusters Score -4136197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85282 members 
Entering Unmasked Estep 
Score: -11808180.000000 Penalty: 2815.722168
	Iteration 0F: 2 clusters Score -1.180818e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -11751015.000000 Penalty: 5631.444336
	Iteration 0F: 3 clusters Score -1.175102e+07 nChanged 40205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -11773814.000000 Penalty: 5631.444336
	Iteration 1F: 3 clusters Score -1.177381e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -11774377.000000 Penalty: 5631.444336
	Iteration 2Q: 3 clusters Score -1.177438e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -11775191.000000 Penalty: 5631.444336
	Iteration 3Q: 3 clusters Score -1.177519e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -11776042.000000 Penalty: 5631.444336
	Iteration 4Q: 3 clusters Score -1.177604e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -11777316.000000 Penalty: 5631.444336
	Iteration 5Q: 3 clusters Score -1.177732e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51743 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -11779071.000000 Penalty: 5631.444336
	Iteration 6Q: 3 clusters Score -1.177907e+07 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -11781608.000000 Penalty: 5631.444336
	Iteration 7Q: 3 clusters Score -1.178161e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60299 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -11785269.000000 Penalty: 5631.444336
	Iteration 8F: 3 clusters Score -1.178527e+07 nChanged 5714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65923 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -11789695.000000 Penalty: 5631.444336
	Iteration 9F: 3 clusters Score -1.17897e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -11794555.000000 Penalty: 5631.444336
	Iteration 10F: 3 clusters Score -1.179456e+07 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76626 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -11798744.000000 Penalty: 5631.444336
	Iteration 11F: 3 clusters Score -1.179874e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80296 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -11801831.000000 Penalty: 5631.444336
	Iteration 12Q: 3 clusters Score -1.180183e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82516 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -11803656.000000 Penalty: 5631.444336
	Iteration 13Q: 3 clusters Score -1.180366e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -11804650.000000 Penalty: 5631.444336
	Iteration 14Q: 3 clusters Score -1.180465e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84215 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11805168.000000 Penalty: 5631.444336
	Iteration 15Q: 3 clusters Score -1.180517e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -11805375.000000 Penalty: 5631.444336
	Iteration 16Q: 3 clusters Score -1.180538e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84625 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11805498.000000 Penalty: 5631.444336
	Iteration 17Q: 3 clusters Score -1.18055e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84701 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11805591.000000 Penalty: 5631.444336
	Iteration 18Q: 3 clusters Score -1.180559e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -11805634.000000 Penalty: 5631.444336
	Iteration 19Q: 3 clusters Score -1.180563e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11805681.000000 Penalty: 5631.444336
	Iteration 20F: 3 clusters Score -1.180568e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84805 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -11805703.000000 Penalty: 5631.444336
	Iteration 21Q: 3 clusters Score -1.18057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84819 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -11805727.000000 Penalty: 5631.444336
	Iteration 22Q: 3 clusters Score -1.180573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -11805744.000000 Penalty: 5631.444336
	Iteration 23Q: 3 clusters Score -1.180574e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84834 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -11805756.000000 Penalty: 5631.444336
	Iteration 24Q: 3 clusters Score -1.180576e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84845 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -11805782.000000 Penalty: 5631.444336
	Iteration 25Q: 3 clusters Score -1.180578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84849 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -11805784.000000 Penalty: 5631.444336
	Iteration 26Q: 3 clusters Score -1.180578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -11805804.000000 Penalty: 5631.444336
	Iteration 27Q: 3 clusters Score -1.18058e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84857 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11805798.000000 Penalty: 5631.444336
	Iteration 28Q: 3 clusters Score -1.18058e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84860 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -11805804.000000 Penalty: 5631.444336
	Iteration 29Q: 3 clusters Score -1.18058e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84862 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11805814.000000 Penalty: 5631.444336
	Iteration 30Q: 3 clusters Score -1.180581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84866 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11805823.000000 Penalty: 5631.444336
	Iteration 31Q: 3 clusters Score -1.180582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84865 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -11805827.000000 Penalty: 5631.444336
	Iteration 32Q: 3 clusters Score -1.180583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84867 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11805833.000000 Penalty: 5631.444336
	Iteration 33Q: 3 clusters Score -1.180583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84870 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -11805835.000000 Penalty: 5631.444336
	Iteration 34Q: 3 clusters Score -1.180584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84873 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -11805834.000000 Penalty: 5631.444336
	Iteration 35Q: 3 clusters Score -1.180583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -11805830.000000 Penalty: 5631.444336
	Iteration 36Q: 3 clusters Score -1.180583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84876 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -11805825.000000 Penalty: 5631.444336
	Iteration 37Q: 3 clusters Score -1.180582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84877 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -11805829.000000 Penalty: 5631.444336
	Iteration 38Q: 3 clusters Score -1.180583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11805832.000000 Penalty: 5631.444336
	Iteration 39Q: 3 clusters Score -1.180583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11805838.000000 Penalty: 5631.444336
	Iteration 40F: 3 clusters Score -1.180584e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11805845.000000 Penalty: 5631.444336
	Iteration 41Q: 3 clusters Score -1.180584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84880 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11805858.000000 Penalty: 5631.444336
	Iteration 42Q: 3 clusters Score -1.180586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84882 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -11805858.000000 Penalty: 5631.444336
	Iteration 43Q: 3 clusters Score -1.180586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84883 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -11805856.000000 Penalty: 5631.444336
	Iteration 44Q: 3 clusters Score -1.180586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11805862.000000 Penalty: 5631.444336
	Iteration 45Q: 3 clusters Score -1.180586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -11805862.000000 Penalty: 5631.444336
	Iteration 46F: 3 clusters Score -1.180586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Entering Unmasked Estep 
Score: -3980567.500000 Penalty: 2552.393311
	Iteration 0F: 2 clusters Score -3980568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -3960268.000000 Penalty: 5104.786621
	Iteration 0F: 3 clusters Score -3960268 nChanged 13315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3967459.250000 Penalty: 5104.786621
	Iteration 1F: 3 clusters Score -3967459 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -3967899.500000 Penalty: 5104.786621
	Iteration 2Q: 3 clusters Score -3967900 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -3968271.500000 Penalty: 5104.786621
	Iteration 3Q: 3 clusters Score -3968272 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3968680.750000 Penalty: 5104.786621
	Iteration 4Q: 3 clusters Score -3968681 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -3969092.250000 Penalty: 5104.786621
	Iteration 5Q: 3 clusters Score -3969092 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3969596.750000 Penalty: 5104.786621
	Iteration 6Q: 3 clusters Score -3969597 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3970177.000000 Penalty: 5104.786621
	Iteration 7Q: 3 clusters Score -3970177 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3970835.500000 Penalty: 5104.786621
	Iteration 8Q: 3 clusters Score -3970836 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -3971565.250000 Penalty: 5104.786621
	Iteration 9Q: 3 clusters Score -3971565 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3972231.500000 Penalty: 5104.786621
	Iteration 10Q: 3 clusters Score -3972232 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3972788.500000 Penalty: 5104.786621
	Iteration 11Q: 3 clusters Score -3972788 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3973225.000000 Penalty: 5104.786621
	Iteration 12Q: 3 clusters Score -3973225 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3973508.750000 Penalty: 5104.786621
	Iteration 13Q: 3 clusters Score -3973509 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3973752.750000 Penalty: 5104.786621
	Iteration 14Q: 3 clusters Score -3973753 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3973909.750000 Penalty: 5104.786621
	Iteration 15Q: 3 clusters Score -3973910 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3974102.250000 Penalty: 5104.786621
	Iteration 16Q: 3 clusters Score -3974102 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -3974280.000000 Penalty: 5104.786621
	Iteration 17Q: 3 clusters Score -3974280 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3974446.500000 Penalty: 5104.786621
	Iteration 18Q: 3 clusters Score -3974446 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -3974661.500000 Penalty: 5104.786621
	Iteration 19Q: 3 clusters Score -3974662 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -3974884.000000 Penalty: 5104.786621
	Iteration 20F: 3 clusters Score -3974884 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -3975140.000000 Penalty: 5104.786621
	Iteration 21Q: 3 clusters Score -3975140 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3975395.000000 Penalty: 5104.786621
	Iteration 22Q: 3 clusters Score -3975395 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3975667.750000 Penalty: 5104.786621
	Iteration 23Q: 3 clusters Score -3975668 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -3975952.500000 Penalty: 5104.786621
	Iteration 24Q: 3 clusters Score -3975952 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -3976230.250000 Penalty: 5104.786621
	Iteration 25Q: 3 clusters Score -3976230 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -3976504.250000 Penalty: 5104.786621
	Iteration 26Q: 3 clusters Score -3976504 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -3976799.250000 Penalty: 5104.786621
	Iteration 27Q: 3 clusters Score -3976799 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -3977059.250000 Penalty: 5104.786621
	Iteration 28Q: 3 clusters Score -3977059 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -3977287.500000 Penalty: 5104.786621
	Iteration 29Q: 3 clusters Score -3977288 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -3977490.000000 Penalty: 5104.786621
	Iteration 30Q: 3 clusters Score -3977490 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3977662.750000 Penalty: 5104.786621
	Iteration 31Q: 3 clusters Score -3977663 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3977816.750000 Penalty: 5104.786621
	Iteration 32Q: 3 clusters Score -3977817 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3977922.750000 Penalty: 5104.786621
	Iteration 33Q: 3 clusters Score -3977923 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3978009.250000 Penalty: 5104.786621
	Iteration 34Q: 3 clusters Score -3978009 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -3978085.000000 Penalty: 5104.786621
	Iteration 35Q: 3 clusters Score -3978085 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3978156.250000 Penalty: 5104.786621
	Iteration 36Q: 3 clusters Score -3978156 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3978201.750000 Penalty: 5104.786621
	Iteration 37Q: 3 clusters Score -3978202 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3978239.250000 Penalty: 5104.786621
	Iteration 38Q: 3 clusters Score -3978239 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3978281.500000 Penalty: 5104.786621
	Iteration 39Q: 3 clusters Score -3978282 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3978309.000000 Penalty: 5104.786621
	Iteration 40F: 3 clusters Score -3978309 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3978329.500000 Penalty: 5104.786621
	Iteration 41Q: 3 clusters Score -3978330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27692 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -3978355.500000 Penalty: 5104.786621
	Iteration 42Q: 3 clusters Score -3978356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3978367.000000 Penalty: 5104.786621
	Iteration 43Q: 3 clusters Score -3978367 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3978391.750000 Penalty: 5104.786621
	Iteration 44Q: 3 clusters Score -3978392 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3978409.000000 Penalty: 5104.786621
	Iteration 45Q: 3 clusters Score -3978409 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3978429.500000 Penalty: 5104.786621
	Iteration 46Q: 3 clusters Score -3978430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3978440.500000 Penalty: 5104.786621
	Iteration 47Q: 3 clusters Score -3978440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27964 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3978464.250000 Penalty: 5104.786621
	Iteration 48Q: 3 clusters Score -3978464 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3978473.500000 Penalty: 5104.786621
	Iteration 49Q: 3 clusters Score -3978474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3978477.250000 Penalty: 5104.786621
	Iteration 50Q: 3 clusters Score -3978477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3978482.000000 Penalty: 5104.786621
	Iteration 51Q: 3 clusters Score -3978482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3978482.750000 Penalty: 5104.786621
	Iteration 52Q: 3 clusters Score -3978483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3978484.500000 Penalty: 5104.786621
	Iteration 53Q: 3 clusters Score -3978484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3978485.000000 Penalty: 5104.786621
	Iteration 54Q: 3 clusters Score -3978485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3978492.500000 Penalty: 5104.786621
	Iteration 55Q: 3 clusters Score -3978492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3978502.000000 Penalty: 5104.786621
	Iteration 56Q: 3 clusters Score -3978502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28104 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3978508.500000 Penalty: 5104.786621
	Iteration 57Q: 3 clusters Score -3978508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28116 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3978512.750000 Penalty: 5104.786621
	Iteration 58Q: 3 clusters Score -3978513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3978520.250000 Penalty: 5104.786621
	Iteration 59Q: 3 clusters Score -3978520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -3978521.250000 Penalty: 5104.786621
	Iteration 60F: 3 clusters Score -3978521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3978528.750000 Penalty: 5104.786621
	Iteration 61Q: 3 clusters Score -3978529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3978530.000000 Penalty: 5104.786621
	Iteration 62Q: 3 clusters Score -3978530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3978541.250000 Penalty: 5104.786621
	Iteration 63Q: 3 clusters Score -3978541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3978545.750000 Penalty: 5104.786621
	Iteration 64Q: 3 clusters Score -3978546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3978549.250000 Penalty: 5104.786621
	Iteration 65Q: 3 clusters Score -3978549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3978554.000000 Penalty: 5104.786621
	Iteration 66Q: 3 clusters Score -3978554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3978562.000000 Penalty: 5104.786621
	Iteration 67Q: 3 clusters Score -3978562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3978562.750000 Penalty: 5104.786621
	Iteration 68Q: 3 clusters Score -3978563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3978568.500000 Penalty: 5104.786621
	Iteration 69Q: 3 clusters Score -3978568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3978568.750000 Penalty: 5104.786621
	Iteration 70Q: 3 clusters Score -3978569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3978570.000000 Penalty: 5104.786621
	Iteration 71Q: 3 clusters Score -3978570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3978570.750000 Penalty: 5104.786621
	Iteration 72Q: 3 clusters Score -3978571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3978576.500000 Penalty: 5104.786621
	Iteration 73Q: 3 clusters Score -3978576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3978577.250000 Penalty: 5104.786621
	Iteration 74Q: 3 clusters Score -3978577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3978580.500000 Penalty: 5104.786621
	Iteration 75Q: 3 clusters Score -3978580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3978585.500000 Penalty: 5104.786621
	Iteration 76Q: 3 clusters Score -3978586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3978584.250000 Penalty: 5104.786621
	Iteration 77Q: 3 clusters Score -3978584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3978593.250000 Penalty: 5104.786621
	Iteration 78Q: 3 clusters Score -3978593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3978594.500000 Penalty: 5104.786621
	Iteration 79Q: 3 clusters Score -3978594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3978590.750000 Penalty: 5104.786621
	Iteration 80F: 3 clusters Score -3978591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3978593.250000 Penalty: 5104.786621
	Iteration 81Q: 3 clusters Score -3978593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28309 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3978593.000000 Penalty: 5104.786621
	Iteration 82Q: 3 clusters Score -3978593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -3978595.750000 Penalty: 5104.786621
	Iteration 83Q: 3 clusters Score -3978596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3978592.750000 Penalty: 5104.786621
	Iteration 84Q: 3 clusters Score -3978593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3978594.000000 Penalty: 5104.786621
	Iteration 85Q: 3 clusters Score -3978594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3978592.000000 Penalty: 5104.786621
	Iteration 86Q: 3 clusters Score -3978592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28313 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3978594.500000 Penalty: 5104.786621
	Iteration 87Q: 3 clusters Score -3978594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3978598.000000 Penalty: 5104.786621
	Iteration 88Q: 3 clusters Score -3978598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3978598.000000 Penalty: 5104.786621
	Iteration 89Q: 3 clusters Score -3978598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3978598.750000 Penalty: 5104.786621
	Iteration 90Q: 3 clusters Score -3978599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28326 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3978599.750000 Penalty: 5104.786621
	Iteration 91Q: 3 clusters Score -3978600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3978599.250000 Penalty: 5104.786621
	Iteration 92Q: 3 clusters Score -3978599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3978609.000000 Penalty: 5104.786621
	Iteration 93Q: 3 clusters Score -3978609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3978606.000000 Penalty: 5104.786621
	Iteration 94Q: 3 clusters Score -3978606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3978616.000000 Penalty: 5104.786621
	Iteration 95Q: 3 clusters Score -3978616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3978611.750000 Penalty: 5104.786621
	Iteration 96Q: 3 clusters Score -3978612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3978614.750000 Penalty: 5104.786621
	Iteration 97Q: 3 clusters Score -3978615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3978619.750000 Penalty: 5104.786621
	Iteration 98Q: 3 clusters Score -3978620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3978616.000000 Penalty: 5104.786621
	Iteration 99Q: 3 clusters Score -3978616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3978622.000000 Penalty: 5104.786621
	Iteration 100F: 3 clusters Score -3978622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3978622.250000 Penalty: 5104.786621
	Iteration 101Q: 3 clusters Score -3978622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3978625.250000 Penalty: 5104.786621
	Iteration 102Q: 3 clusters Score -3978625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3978628.750000 Penalty: 5104.786621
	Iteration 103Q: 3 clusters Score -3978629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3978635.500000 Penalty: 5104.786621
	Iteration 104Q: 3 clusters Score -3978636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3978640.750000 Penalty: 5104.786621
	Iteration 105Q: 3 clusters Score -3978641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3978640.750000 Penalty: 5104.786621
	Iteration 106Q: 3 clusters Score -3978641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3978643.000000 Penalty: 5104.786621
	Iteration 107Q: 3 clusters Score -3978643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3978642.000000 Penalty: 5104.786621
	Iteration 108Q: 3 clusters Score -3978642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3978640.500000 Penalty: 5104.786621
	Iteration 109Q: 3 clusters Score -3978640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3978642.750000 Penalty: 5104.786621
	Iteration 110Q: 3 clusters Score -3978643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3978645.000000 Penalty: 5104.786621
	Iteration 111Q: 3 clusters Score -3978645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3978646.750000 Penalty: 5104.786621
	Iteration 112Q: 3 clusters Score -3978647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3978646.750000 Penalty: 5104.786621
	Iteration 113F: 3 clusters Score -3978647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (276571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276571 members 
Entering Unmasked Estep 
Score: -38619584.000000 Penalty: 3107.495361
	Iteration 0F: 2 clusters Score -3.861958e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137782 members 
Mstep: Class 2 contains 138789 members 
Entering Unmasked Estep 
Score: -38466920.000000 Penalty: 6214.990723
	Iteration 0F: 3 clusters Score -3.846692e+07 nChanged 134016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129906 members 
Mstep: Class 2 contains 146665 members 
Entering Unmasked Estep 
Score: -38544940.000000 Penalty: 6214.990723
	Iteration 1F: 3 clusters Score -3.854494e+07 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124324 members 
Mstep: Class 2 contains 152247 members 
Entering Unmasked Estep 
Score: -38546576.000000 Penalty: 6214.990723
	Iteration 2Q: 3 clusters Score -3.854658e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115632 members 
Mstep: Class 2 contains 160939 members 
Entering Unmasked Estep 
Score: -38549468.000000 Penalty: 6214.990723
	Iteration 3Q: 3 clusters Score -3.854947e+07 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102251 members 
Mstep: Class 2 contains 174320 members 
Entering Unmasked Estep 
Score: -38556092.000000 Penalty: 6214.990723
	Iteration 4F: 3 clusters Score -3.855609e+07 nChanged 19500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 193388 members 
Entering Unmasked Estep 
Score: -38568772.000000 Penalty: 6214.990723
	Iteration 5F: 3 clusters Score -3.856877e+07 nChanged 23602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59821 members 
Mstep: Class 2 contains 216750 members 
Entering Unmasked Estep 
Score: -38587684.000000 Penalty: 6214.990723
	Iteration 6F: 3 clusters Score -3.858768e+07 nChanged 23204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 239726 members 
Entering Unmasked Estep 
Score: -38607848.000000 Penalty: 6214.990723
	Iteration 7F: 3 clusters Score -3.860785e+07 nChanged 17712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 257324 members 
Entering Unmasked Estep 
Score: -38617288.000000 Penalty: 6214.990723
	Iteration 8F: 3 clusters Score -3.861729e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 268461 members 
Entering Unmasked Estep 
Score: -38618340.000000 Penalty: 6214.990723
	Iteration 9Q: 3 clusters Score -3.861834e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 273778 members 
Entering Unmasked Estep 
Score: -38617332.000000 Penalty: 6214.990723
	Iteration 10Q: 3 clusters Score -3.861733e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 275573 members 
Entering Unmasked Estep 
Score: -38616948.000000 Penalty: 6214.990723
	Iteration 11Q: 3 clusters Score -3.861695e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 276091 members 
Entering Unmasked Estep 
Score: -38616876.000000 Penalty: 6214.990723
	Iteration 12Q: 3 clusters Score -3.861688e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 276236 members 
Entering Unmasked Estep 
Score: -38616908.000000 Penalty: 6214.990723
	Iteration 13Q: 3 clusters Score -3.861691e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 276279 members 
Entering Unmasked Estep 
Score: -38616980.000000 Penalty: 6214.990723
	Iteration 14Q: 3 clusters Score -3.861698e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 276300 members 
Entering Unmasked Estep 
Score: -38616992.000000 Penalty: 6214.990723
	Iteration 15Q: 3 clusters Score -3.861699e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 276323 members 
Entering Unmasked Estep 
Score: -38616972.000000 Penalty: 6214.990723
	Iteration 16Q: 3 clusters Score -3.861697e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 276333 members 
Entering Unmasked Estep 
Score: -38617048.000000 Penalty: 6214.990723
	Iteration 17Q: 3 clusters Score -3.861705e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 276340 members 
Entering Unmasked Estep 
Score: -38617040.000000 Penalty: 6214.990723
	Iteration 18Q: 3 clusters Score -3.861704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 276341 members 
Entering Unmasked Estep 
Score: -38617064.000000 Penalty: 6214.990723
	Iteration 19Q: 3 clusters Score -3.861706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 276343 members 
Entering Unmasked Estep 
Score: -38617076.000000 Penalty: 6214.990723
	Iteration 20F: 3 clusters Score -3.861708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 276342 members 
Entering Unmasked Estep 
Score: -38617096.000000 Penalty: 6214.990723
	Iteration 21Q: 3 clusters Score -3.86171e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 276342 members 
Entering Unmasked Estep 
Score: -38617108.000000 Penalty: 6214.990723
	Iteration 22Q: 3 clusters Score -3.861711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 276339 members 
Entering Unmasked Estep 
Score: -38617100.000000 Penalty: 6214.990723
	Iteration 23Q: 3 clusters Score -3.86171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 276339 members 
Entering Unmasked Estep 
Score: -38617100.000000 Penalty: 6214.990723
	Iteration 24F: 3 clusters Score -3.86171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -154247.843750 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -154247.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -152236.546875 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -152236.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -152528.812500 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -152528.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -152645.015625 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -152645 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -152701.234375 Penalty: 3490.365723
	Iteration 3Q: 3 clusters Score -152701.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -152737.359375 Penalty: 3490.365723
	Iteration 4Q: 3 clusters Score -152737.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -152755.687500 Penalty: 3490.365723
	Iteration 5Q: 3 clusters Score -152755.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -152777.140625 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -152777.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -152796.718750 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -152796.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -152805.828125 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -152805.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -152814.171875 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -152814.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -152815.593750 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -152815.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -152815.593750 Penalty: 3490.365723
	Iteration 11F: 3 clusters Score -152815.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Entering Unmasked Estep 
Score: -3018782.000000 Penalty: 2488.635986
	Iteration 0F: 2 clusters Score -3018782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -3003035.250000 Penalty: 4977.271973
	Iteration 0F: 3 clusters Score -3003035 nChanged 10049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -3008468.750000 Penalty: 4977.271973
	Iteration 1F: 3 clusters Score -3008469 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3008987.750000 Penalty: 4977.271973
	Iteration 2F: 3 clusters Score -3008988 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3009447.750000 Penalty: 4977.271973
	Iteration 3F: 3 clusters Score -3009448 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3009824.500000 Penalty: 4977.271973
	Iteration 4Q: 3 clusters Score -3009824 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3010201.500000 Penalty: 4977.271973
	Iteration 5Q: 3 clusters Score -3010202 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3010540.750000 Penalty: 4977.271973
	Iteration 6Q: 3 clusters Score -3010541 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3010879.250000 Penalty: 4977.271973
	Iteration 7Q: 3 clusters Score -3010879 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -3011266.250000 Penalty: 4977.271973
	Iteration 8Q: 3 clusters Score -3011266 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -3011699.500000 Penalty: 4977.271973
	Iteration 9Q: 3 clusters Score -3011700 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3012172.250000 Penalty: 4977.271973
	Iteration 10Q: 3 clusters Score -3012172 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -3012670.250000 Penalty: 4977.271973
	Iteration 11Q: 3 clusters Score -3012670 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -3013105.750000 Penalty: 4977.271973
	Iteration 12Q: 3 clusters Score -3013106 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3013451.750000 Penalty: 4977.271973
	Iteration 13Q: 3 clusters Score -3013452 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3013681.250000 Penalty: 4977.271973
	Iteration 14Q: 3 clusters Score -3013681 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3013867.250000 Penalty: 4977.271973
	Iteration 15Q: 3 clusters Score -3013867 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3014012.250000 Penalty: 4977.271973
	Iteration 16Q: 3 clusters Score -3014012 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -3014125.000000 Penalty: 4977.271973
	Iteration 17Q: 3 clusters Score -3014125 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3014225.000000 Penalty: 4977.271973
	Iteration 18Q: 3 clusters Score -3014225 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3014337.750000 Penalty: 4977.271973
	Iteration 19Q: 3 clusters Score -3014338 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3014433.000000 Penalty: 4977.271973
	Iteration 20F: 3 clusters Score -3014433 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -3014545.500000 Penalty: 4977.271973
	Iteration 21Q: 3 clusters Score -3014546 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -3014673.500000 Penalty: 4977.271973
	Iteration 22Q: 3 clusters Score -3014674 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3014785.000000 Penalty: 4977.271973
	Iteration 23Q: 3 clusters Score -3014785 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3014894.500000 Penalty: 4977.271973
	Iteration 24Q: 3 clusters Score -3014894 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3015005.500000 Penalty: 4977.271973
	Iteration 25Q: 3 clusters Score -3015006 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -3015106.500000 Penalty: 4977.271973
	Iteration 26Q: 3 clusters Score -3015106 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -3015220.750000 Penalty: 4977.271973
	Iteration 27Q: 3 clusters Score -3015221 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -3015308.250000 Penalty: 4977.271973
	Iteration 28Q: 3 clusters Score -3015308 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -3015404.250000 Penalty: 4977.271973
	Iteration 29Q: 3 clusters Score -3015404 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -3015507.750000 Penalty: 4977.271973
	Iteration 30Q: 3 clusters Score -3015508 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3015603.500000 Penalty: 4977.271973
	Iteration 31Q: 3 clusters Score -3015604 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -3015687.250000 Penalty: 4977.271973
	Iteration 32Q: 3 clusters Score -3015687 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -3015754.500000 Penalty: 4977.271973
	Iteration 33Q: 3 clusters Score -3015754 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -3015806.250000 Penalty: 4977.271973
	Iteration 34Q: 3 clusters Score -3015806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -3015843.500000 Penalty: 4977.271973
	Iteration 35Q: 3 clusters Score -3015844 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -3015886.000000 Penalty: 4977.271973
	Iteration 36Q: 3 clusters Score -3015886 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -3015922.250000 Penalty: 4977.271973
	Iteration 37Q: 3 clusters Score -3015922 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3015968.250000 Penalty: 4977.271973
	Iteration 38Q: 3 clusters Score -3015968 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -3016005.500000 Penalty: 4977.271973
	Iteration 39Q: 3 clusters Score -3016006 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -3016049.250000 Penalty: 4977.271973
	Iteration 40F: 3 clusters Score -3016049 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3016071.250000 Penalty: 4977.271973
	Iteration 41Q: 3 clusters Score -3016071 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3016103.500000 Penalty: 4977.271973
	Iteration 42Q: 3 clusters Score -3016104 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -3016133.500000 Penalty: 4977.271973
	Iteration 43Q: 3 clusters Score -3016134 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3016161.750000 Penalty: 4977.271973
	Iteration 44Q: 3 clusters Score -3016162 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3016187.250000 Penalty: 4977.271973
	Iteration 45Q: 3 clusters Score -3016187 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3016212.000000 Penalty: 4977.271973
	Iteration 46Q: 3 clusters Score -3016212 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -3016253.000000 Penalty: 4977.271973
	Iteration 47Q: 3 clusters Score -3016253 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -3016289.250000 Penalty: 4977.271973
	Iteration 48Q: 3 clusters Score -3016289 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -3016310.500000 Penalty: 4977.271973
	Iteration 49Q: 3 clusters Score -3016310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -3016329.000000 Penalty: 4977.271973
	Iteration 50Q: 3 clusters Score -3016329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -3016350.500000 Penalty: 4977.271973
	Iteration 51Q: 3 clusters Score -3016350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -3016359.750000 Penalty: 4977.271973
	Iteration 52Q: 3 clusters Score -3016360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -3016368.000000 Penalty: 4977.271973
	Iteration 53Q: 3 clusters Score -3016368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -3016383.250000 Penalty: 4977.271973
	Iteration 54Q: 3 clusters Score -3016383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -3016406.000000 Penalty: 4977.271973
	Iteration 55Q: 3 clusters Score -3016406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3016424.000000 Penalty: 4977.271973
	Iteration 56Q: 3 clusters Score -3016424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -3016443.750000 Penalty: 4977.271973
	Iteration 57Q: 3 clusters Score -3016444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -3016457.750000 Penalty: 4977.271973
	Iteration 58Q: 3 clusters Score -3016458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3016476.500000 Penalty: 4977.271973
	Iteration 59Q: 3 clusters Score -3016476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -3016484.000000 Penalty: 4977.271973
	Iteration 60F: 3 clusters Score -3016484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -3016505.750000 Penalty: 4977.271973
	Iteration 61Q: 3 clusters Score -3016506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3016518.000000 Penalty: 4977.271973
	Iteration 62Q: 3 clusters Score -3016518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3016527.750000 Penalty: 4977.271973
	Iteration 63Q: 3 clusters Score -3016528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3016538.000000 Penalty: 4977.271973
	Iteration 64Q: 3 clusters Score -3016538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3016548.000000 Penalty: 4977.271973
	Iteration 65Q: 3 clusters Score -3016548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3016550.750000 Penalty: 4977.271973
	Iteration 66Q: 3 clusters Score -3016551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -3016551.750000 Penalty: 4977.271973
	Iteration 67Q: 3 clusters Score -3016552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -3016559.250000 Penalty: 4977.271973
	Iteration 68Q: 3 clusters Score -3016559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -3016563.250000 Penalty: 4977.271973
	Iteration 69Q: 3 clusters Score -3016563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3016564.750000 Penalty: 4977.271973
	Iteration 70Q: 3 clusters Score -3016565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -3016570.250000 Penalty: 4977.271973
	Iteration 71Q: 3 clusters Score -3016570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3016581.000000 Penalty: 4977.271973
	Iteration 72Q: 3 clusters Score -3016581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3016586.000000 Penalty: 4977.271973
	Iteration 73Q: 3 clusters Score -3016586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -3016590.000000 Penalty: 4977.271973
	Iteration 74Q: 3 clusters Score -3016590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3016593.750000 Penalty: 4977.271973
	Iteration 75Q: 3 clusters Score -3016594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3016598.250000 Penalty: 4977.271973
	Iteration 76Q: 3 clusters Score -3016598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -3016602.500000 Penalty: 4977.271973
	Iteration 77Q: 3 clusters Score -3016602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -3016606.750000 Penalty: 4977.271973
	Iteration 78Q: 3 clusters Score -3016607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -3016610.000000 Penalty: 4977.271973
	Iteration 79Q: 3 clusters Score -3016610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3016611.250000 Penalty: 4977.271973
	Iteration 80F: 3 clusters Score -3016611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3016614.750000 Penalty: 4977.271973
	Iteration 81Q: 3 clusters Score -3016615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -3016622.000000 Penalty: 4977.271973
	Iteration 82Q: 3 clusters Score -3016622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -3016622.000000 Penalty: 4977.271973
	Iteration 83Q: 3 clusters Score -3016622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -3016624.750000 Penalty: 4977.271973
	Iteration 84Q: 3 clusters Score -3016625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3016630.500000 Penalty: 4977.271973
	Iteration 85Q: 3 clusters Score -3016630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -3016630.750000 Penalty: 4977.271973
	Iteration 86Q: 3 clusters Score -3016631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3016630.500000 Penalty: 4977.271973
	Iteration 87Q: 3 clusters Score -3016630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3016635.750000 Penalty: 4977.271973
	Iteration 88Q: 3 clusters Score -3016636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -3016640.250000 Penalty: 4977.271973
	Iteration 89Q: 3 clusters Score -3016640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3016642.250000 Penalty: 4977.271973
	Iteration 90Q: 3 clusters Score -3016642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3016640.000000 Penalty: 4977.271973
	Iteration 91Q: 3 clusters Score -3016640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3016640.000000 Penalty: 4977.271973
	Iteration 92F: 3 clusters Score -3016640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Entering Unmasked Estep 
Score: -1468284.625000 Penalty: 2314.276855
	Iteration 0F: 2 clusters Score -1468285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1459767.000000 Penalty: 4628.553711
	Iteration 0F: 3 clusters Score -1459767 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1462293.500000 Penalty: 4628.553711
	Iteration 1F: 3 clusters Score -1462294 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1462590.375000 Penalty: 4628.553711
	Iteration 2F: 3 clusters Score -1462590 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1462849.500000 Penalty: 4628.553711
	Iteration 3F: 3 clusters Score -1462850 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1463048.625000 Penalty: 4628.553711
	Iteration 4Q: 3 clusters Score -1463049 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1463221.625000 Penalty: 4628.553711
	Iteration 5Q: 3 clusters Score -1463222 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1463363.625000 Penalty: 4628.553711
	Iteration 6Q: 3 clusters Score -1463364 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1463495.875000 Penalty: 4628.553711
	Iteration 7Q: 3 clusters Score -1463496 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1463594.875000 Penalty: 4628.553711
	Iteration 8Q: 3 clusters Score -1463595 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1463685.875000 Penalty: 4628.553711
	Iteration 9Q: 3 clusters Score -1463686 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1463770.125000 Penalty: 4628.553711
	Iteration 10Q: 3 clusters Score -1463770 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1463849.375000 Penalty: 4628.553711
	Iteration 11Q: 3 clusters Score -1463849 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1463922.375000 Penalty: 4628.553711
	Iteration 12Q: 3 clusters Score -1463922 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1464000.500000 Penalty: 4628.553711
	Iteration 13Q: 3 clusters Score -1464000 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1464076.625000 Penalty: 4628.553711
	Iteration 14Q: 3 clusters Score -1464077 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1464152.750000 Penalty: 4628.553711
	Iteration 15Q: 3 clusters Score -1464153 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1464236.750000 Penalty: 4628.553711
	Iteration 16Q: 3 clusters Score -1464237 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1464332.625000 Penalty: 4628.553711
	Iteration 17Q: 3 clusters Score -1464333 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1464446.375000 Penalty: 4628.553711
	Iteration 18Q: 3 clusters Score -1464446 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1464570.500000 Penalty: 4628.553711
	Iteration 19Q: 3 clusters Score -1464570 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1464684.625000 Penalty: 4628.553711
	Iteration 20F: 3 clusters Score -1464685 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1464779.000000 Penalty: 4628.553711
	Iteration 21Q: 3 clusters Score -1464779 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1464865.625000 Penalty: 4628.553711
	Iteration 22Q: 3 clusters Score -1464866 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1464934.500000 Penalty: 4628.553711
	Iteration 23Q: 3 clusters Score -1464934 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1464984.875000 Penalty: 4628.553711
	Iteration 24Q: 3 clusters Score -1464985 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1465033.250000 Penalty: 4628.553711
	Iteration 25Q: 3 clusters Score -1465033 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1465079.625000 Penalty: 4628.553711
	Iteration 26Q: 3 clusters Score -1465080 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1465118.625000 Penalty: 4628.553711
	Iteration 27Q: 3 clusters Score -1465119 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1465151.250000 Penalty: 4628.553711
	Iteration 28Q: 3 clusters Score -1465151 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1465182.750000 Penalty: 4628.553711
	Iteration 29Q: 3 clusters Score -1465183 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1465210.125000 Penalty: 4628.553711
	Iteration 30Q: 3 clusters Score -1465210 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1465235.625000 Penalty: 4628.553711
	Iteration 31Q: 3 clusters Score -1465236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1465253.250000 Penalty: 4628.553711
	Iteration 32Q: 3 clusters Score -1465253 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1465271.125000 Penalty: 4628.553711
	Iteration 33Q: 3 clusters Score -1465271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1465293.750000 Penalty: 4628.553711
	Iteration 34Q: 3 clusters Score -1465294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1465306.000000 Penalty: 4628.553711
	Iteration 35Q: 3 clusters Score -1465306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1465320.750000 Penalty: 4628.553711
	Iteration 36Q: 3 clusters Score -1465321 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1465341.000000 Penalty: 4628.553711
	Iteration 37Q: 3 clusters Score -1465341 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1465358.500000 Penalty: 4628.553711
	Iteration 38Q: 3 clusters Score -1465358 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1465377.250000 Penalty: 4628.553711
	Iteration 39Q: 3 clusters Score -1465377 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1465398.375000 Penalty: 4628.553711
	Iteration 40F: 3 clusters Score -1465398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1465428.625000 Penalty: 4628.553711
	Iteration 41Q: 3 clusters Score -1465429 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1465458.875000 Penalty: 4628.553711
	Iteration 42Q: 3 clusters Score -1465459 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1465484.500000 Penalty: 4628.553711
	Iteration 43Q: 3 clusters Score -1465484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1465506.000000 Penalty: 4628.553711
	Iteration 44Q: 3 clusters Score -1465506 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1465533.125000 Penalty: 4628.553711
	Iteration 45Q: 3 clusters Score -1465533 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1465547.750000 Penalty: 4628.553711
	Iteration 46Q: 3 clusters Score -1465548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1465568.875000 Penalty: 4628.553711
	Iteration 47Q: 3 clusters Score -1465569 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1465584.625000 Penalty: 4628.553711
	Iteration 48Q: 3 clusters Score -1465585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1465593.125000 Penalty: 4628.553711
	Iteration 49Q: 3 clusters Score -1465593 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1465613.375000 Penalty: 4628.553711
	Iteration 50Q: 3 clusters Score -1465613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1465623.375000 Penalty: 4628.553711
	Iteration 51Q: 3 clusters Score -1465623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1465631.875000 Penalty: 4628.553711
	Iteration 52Q: 3 clusters Score -1465632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1465642.625000 Penalty: 4628.553711
	Iteration 53Q: 3 clusters Score -1465643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1465653.125000 Penalty: 4628.553711
	Iteration 54Q: 3 clusters Score -1465653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1465666.875000 Penalty: 4628.553711
	Iteration 55Q: 3 clusters Score -1465667 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1465688.000000 Penalty: 4628.553711
	Iteration 56Q: 3 clusters Score -1465688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1465710.000000 Penalty: 4628.553711
	Iteration 57Q: 3 clusters Score -1465710 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1465736.750000 Penalty: 4628.553711
	Iteration 58Q: 3 clusters Score -1465737 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1465754.000000 Penalty: 4628.553711
	Iteration 59Q: 3 clusters Score -1465754 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1465775.000000 Penalty: 4628.553711
	Iteration 60F: 3 clusters Score -1465775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1465790.125000 Penalty: 4628.553711
	Iteration 61Q: 3 clusters Score -1465790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1465808.250000 Penalty: 4628.553711
	Iteration 62Q: 3 clusters Score -1465808 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1465818.000000 Penalty: 4628.553711
	Iteration 63Q: 3 clusters Score -1465818 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1465831.625000 Penalty: 4628.553711
	Iteration 64Q: 3 clusters Score -1465832 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1465853.000000 Penalty: 4628.553711
	Iteration 65Q: 3 clusters Score -1465853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1465863.875000 Penalty: 4628.553711
	Iteration 66Q: 3 clusters Score -1465864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1465873.250000 Penalty: 4628.553711
	Iteration 67Q: 3 clusters Score -1465873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1465878.250000 Penalty: 4628.553711
	Iteration 68Q: 3 clusters Score -1465878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1465887.375000 Penalty: 4628.553711
	Iteration 69Q: 3 clusters Score -1465887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1465891.125000 Penalty: 4628.553711
	Iteration 70Q: 3 clusters Score -1465891 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1465903.375000 Penalty: 4628.553711
	Iteration 71Q: 3 clusters Score -1465903 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1465910.000000 Penalty: 4628.553711
	Iteration 72Q: 3 clusters Score -1465910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1465916.625000 Penalty: 4628.553711
	Iteration 73Q: 3 clusters Score -1465917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1465920.875000 Penalty: 4628.553711
	Iteration 74Q: 3 clusters Score -1465921 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1465929.375000 Penalty: 4628.553711
	Iteration 75Q: 3 clusters Score -1465929 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1465938.375000 Penalty: 4628.553711
	Iteration 76Q: 3 clusters Score -1465938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1465950.750000 Penalty: 4628.553711
	Iteration 77Q: 3 clusters Score -1465951 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1465960.250000 Penalty: 4628.553711
	Iteration 78Q: 3 clusters Score -1465960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1465973.500000 Penalty: 4628.553711
	Iteration 79Q: 3 clusters Score -1465974 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1465996.750000 Penalty: 4628.553711
	Iteration 80F: 3 clusters Score -1465997 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1466014.125000 Penalty: 4628.553711
	Iteration 81Q: 3 clusters Score -1466014 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1466030.625000 Penalty: 4628.553711
	Iteration 82Q: 3 clusters Score -1466031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1466048.125000 Penalty: 4628.553711
	Iteration 83Q: 3 clusters Score -1466048 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1466075.375000 Penalty: 4628.553711
	Iteration 84Q: 3 clusters Score -1466075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1466096.875000 Penalty: 4628.553711
	Iteration 85Q: 3 clusters Score -1466097 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1466121.375000 Penalty: 4628.553711
	Iteration 86Q: 3 clusters Score -1466121 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1466142.375000 Penalty: 4628.553711
	Iteration 87Q: 3 clusters Score -1466142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1466165.250000 Penalty: 4628.553711
	Iteration 88Q: 3 clusters Score -1466165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1466185.125000 Penalty: 4628.553711
	Iteration 89Q: 3 clusters Score -1466185 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1466206.500000 Penalty: 4628.553711
	Iteration 90Q: 3 clusters Score -1466206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1466217.750000 Penalty: 4628.553711
	Iteration 91Q: 3 clusters Score -1466218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1466232.625000 Penalty: 4628.553711
	Iteration 92Q: 3 clusters Score -1466233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1466245.875000 Penalty: 4628.553711
	Iteration 93Q: 3 clusters Score -1466246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1466260.500000 Penalty: 4628.553711
	Iteration 94Q: 3 clusters Score -1466260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1466275.375000 Penalty: 4628.553711
	Iteration 95Q: 3 clusters Score -1466275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1466292.125000 Penalty: 4628.553711
	Iteration 96Q: 3 clusters Score -1466292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1466303.625000 Penalty: 4628.553711
	Iteration 97Q: 3 clusters Score -1466304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1466314.500000 Penalty: 4628.553711
	Iteration 98Q: 3 clusters Score -1466314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1466324.875000 Penalty: 4628.553711
	Iteration 99Q: 3 clusters Score -1466325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1466335.250000 Penalty: 4628.553711
	Iteration 100F: 3 clusters Score -1466335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1466341.000000 Penalty: 4628.553711
	Iteration 101Q: 3 clusters Score -1466341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1466353.875000 Penalty: 4628.553711
	Iteration 102Q: 3 clusters Score -1466354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1466362.250000 Penalty: 4628.553711
	Iteration 103Q: 3 clusters Score -1466362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1466364.000000 Penalty: 4628.553711
	Iteration 104Q: 3 clusters Score -1466364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1466369.250000 Penalty: 4628.553711
	Iteration 105Q: 3 clusters Score -1466369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1466371.875000 Penalty: 4628.553711
	Iteration 106Q: 3 clusters Score -1466372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1466375.375000 Penalty: 4628.553711
	Iteration 107Q: 3 clusters Score -1466375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1466374.875000 Penalty: 4628.553711
	Iteration 108Q: 3 clusters Score -1466375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1466377.125000 Penalty: 4628.553711
	Iteration 109Q: 3 clusters Score -1466377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1466376.875000 Penalty: 4628.553711
	Iteration 110Q: 3 clusters Score -1466377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1466381.250000 Penalty: 4628.553711
	Iteration 111Q: 3 clusters Score -1466381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1466382.375000 Penalty: 4628.553711
	Iteration 112Q: 3 clusters Score -1466382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1466385.000000 Penalty: 4628.553711
	Iteration 113Q: 3 clusters Score -1466385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1466384.625000 Penalty: 4628.553711
	Iteration 114Q: 3 clusters Score -1466385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1466384.750000 Penalty: 4628.553711
	Iteration 115Q: 3 clusters Score -1466385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1466385.125000 Penalty: 4628.553711
	Iteration 116Q: 3 clusters Score -1466385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1466390.375000 Penalty: 4628.553711
	Iteration 117Q: 3 clusters Score -1466390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1466392.625000 Penalty: 4628.553711
	Iteration 118Q: 3 clusters Score -1466393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1466396.000000 Penalty: 4628.553711
	Iteration 119Q: 3 clusters Score -1466396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1466397.250000 Penalty: 4628.553711
	Iteration 120F: 3 clusters Score -1466397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1466397.750000 Penalty: 4628.553711
	Iteration 121Q: 3 clusters Score -1466398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1466399.375000 Penalty: 4628.553711
	Iteration 122Q: 3 clusters Score -1466399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1466403.250000 Penalty: 4628.553711
	Iteration 123Q: 3 clusters Score -1466403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1466405.125000 Penalty: 4628.553711
	Iteration 124Q: 3 clusters Score -1466405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1466408.125000 Penalty: 4628.553711
	Iteration 125Q: 3 clusters Score -1466408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1466412.375000 Penalty: 4628.553711
	Iteration 126Q: 3 clusters Score -1466412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1466416.375000 Penalty: 4628.553711
	Iteration 127Q: 3 clusters Score -1466416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1466424.875000 Penalty: 4628.553711
	Iteration 128Q: 3 clusters Score -1466425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1466431.250000 Penalty: 4628.553711
	Iteration 129Q: 3 clusters Score -1466431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1466437.750000 Penalty: 4628.553711
	Iteration 130Q: 3 clusters Score -1466438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1466445.625000 Penalty: 4628.553711
	Iteration 131Q: 3 clusters Score -1466446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1466450.125000 Penalty: 4628.553711
	Iteration 132Q: 3 clusters Score -1466450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1466452.625000 Penalty: 4628.553711
	Iteration 133Q: 3 clusters Score -1466453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1466455.750000 Penalty: 4628.553711
	Iteration 134Q: 3 clusters Score -1466456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1466459.750000 Penalty: 4628.553711
	Iteration 135Q: 3 clusters Score -1466460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1466465.000000 Penalty: 4628.553711
	Iteration 136Q: 3 clusters Score -1466465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1466477.125000 Penalty: 4628.553711
	Iteration 137Q: 3 clusters Score -1466477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1466479.750000 Penalty: 4628.553711
	Iteration 138Q: 3 clusters Score -1466480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1466481.250000 Penalty: 4628.553711
	Iteration 139Q: 3 clusters Score -1466481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1466484.750000 Penalty: 4628.553711
	Iteration 140F: 3 clusters Score -1466485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1466483.500000 Penalty: 4628.553711
	Iteration 141Q: 3 clusters Score -1466484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1466486.125000 Penalty: 4628.553711
	Iteration 142Q: 3 clusters Score -1466486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1466485.375000 Penalty: 4628.553711
	Iteration 143Q: 3 clusters Score -1466485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1466485.375000 Penalty: 4628.553711
	Iteration 144F: 3 clusters Score -1466485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Entering Unmasked Estep 
Score: -3201319.750000 Penalty: 2517.218262
	Iteration 0F: 2 clusters Score -3201320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -3183704.500000 Penalty: 5034.436523
	Iteration 0F: 3 clusters Score -3183704 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3190609.000000 Penalty: 5034.436523
	Iteration 1F: 3 clusters Score -3190609 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3191594.250000 Penalty: 5034.436523
	Iteration 2F: 3 clusters Score -3191594 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3192640.750000 Penalty: 5034.436523
	Iteration 3F: 3 clusters Score -3192641 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -3193781.500000 Penalty: 5034.436523
	Iteration 4F: 3 clusters Score -3193782 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -3194951.000000 Penalty: 5034.436523
	Iteration 5F: 3 clusters Score -3194951 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -3195953.000000 Penalty: 5034.436523
	Iteration 6F: 3 clusters Score -3195953 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3196777.750000 Penalty: 5034.436523
	Iteration 7F: 3 clusters Score -3196778 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3197409.000000 Penalty: 5034.436523
	Iteration 8Q: 3 clusters Score -3197409 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -3197861.000000 Penalty: 5034.436523
	Iteration 9Q: 3 clusters Score -3197861 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3198193.250000 Penalty: 5034.436523
	Iteration 10Q: 3 clusters Score -3198193 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3198458.750000 Penalty: 5034.436523
	Iteration 11Q: 3 clusters Score -3198459 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -3198633.750000 Penalty: 5034.436523
	Iteration 12Q: 3 clusters Score -3198634 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3198759.750000 Penalty: 5034.436523
	Iteration 13Q: 3 clusters Score -3198760 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -3198852.750000 Penalty: 5034.436523
	Iteration 14Q: 3 clusters Score -3198853 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3198935.250000 Penalty: 5034.436523
	Iteration 15Q: 3 clusters Score -3198935 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3198984.750000 Penalty: 5034.436523
	Iteration 16Q: 3 clusters Score -3198985 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -3199022.500000 Penalty: 5034.436523
	Iteration 17Q: 3 clusters Score -3199022 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -3199055.750000 Penalty: 5034.436523
	Iteration 18Q: 3 clusters Score -3199056 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3199087.500000 Penalty: 5034.436523
	Iteration 19Q: 3 clusters Score -3199088 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -3199113.000000 Penalty: 5034.436523
	Iteration 20F: 3 clusters Score -3199113 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3199138.750000 Penalty: 5034.436523
	Iteration 21Q: 3 clusters Score -3199139 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3199158.000000 Penalty: 5034.436523
	Iteration 22Q: 3 clusters Score -3199158 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -3199185.250000 Penalty: 5034.436523
	Iteration 23Q: 3 clusters Score -3199185 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3199216 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3199289 nChanged 91
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Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3199298 nChanged 88
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Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3199315 nChanged 97
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Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 19344 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3199333 nChanged 83
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Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3199341 nChanged 85
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Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3199358 nChanged 75
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Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3199362 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3199384 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3199390 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3199418 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -3199436 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3199444 nChanged 74
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Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3199456 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3199467 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3199470 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3199480 nChanged 60
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Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3199500 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3199510 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3199527 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3199530 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3199550 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3199573 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3199588 nChanged 73
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Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3199597 nChanged 60
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Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3199627 nChanged 63
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Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3199636 nChanged 67
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Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3199644 nChanged 64
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Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3199665 nChanged 64
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Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3199678 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3199699 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3199719 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3199733 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3199762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3199784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -3199803.000000 Penalty: 5034.436523
	Iteration 63Q: 3 clusters Score -3199803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3199809 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3199821 nChanged 46
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Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3199830 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3199836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3199845 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3199849 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3199870 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3199886.000000 Penalty: 5034.436523
	Iteration 71Q: 3 clusters Score -3199886 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3199894.250000 Penalty: 5034.436523
	Iteration 72Q: 3 clusters Score -3199894 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3199913.500000 Penalty: 5034.436523
	Iteration 73Q: 3 clusters Score -3199914 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3199940.250000 Penalty: 5034.436523
	Iteration 74Q: 3 clusters Score -3199940 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -3199960.500000 Penalty: 5034.436523
	Iteration 75Q: 3 clusters Score -3199960 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3199970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -3199997.500000 Penalty: 5034.436523
	Iteration 77Q: 3 clusters Score -3199998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3200001 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3200005.250000 Penalty: 5034.436523
	Iteration 79Q: 3 clusters Score -3200005 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3200019.250000 Penalty: 5034.436523
	Iteration 80F: 3 clusters Score -3200019 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -3200031.250000 Penalty: 5034.436523
	Iteration 81Q: 3 clusters Score -3200031 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -3200039.750000 Penalty: 5034.436523
	Iteration 82Q: 3 clusters Score -3200040 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3200048 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3200045.250000 Penalty: 5034.436523
	Iteration 84Q: 3 clusters Score -3200045 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3200050.500000 Penalty: 5034.436523
	Iteration 85Q: 3 clusters Score -3200050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -3200055.250000 Penalty: 5034.436523
	Iteration 86Q: 3 clusters Score -3200055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -3200062.250000 Penalty: 5034.436523
	Iteration 87Q: 3 clusters Score -3200062 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3200052.750000 Penalty: 5034.436523
	Iteration 88Q: 3 clusters Score -3200053 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3200050.000000 Penalty: 5034.436523
	Iteration 89Q: 3 clusters Score -3200050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -3200051.250000 Penalty: 5034.436523
	Iteration 90Q: 3 clusters Score -3200051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3200054.000000 Penalty: 5034.436523
	Iteration 91Q: 3 clusters Score -3200054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -3200055.750000 Penalty: 5034.436523
	Iteration 92Q: 3 clusters Score -3200056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -3200053.500000 Penalty: 5034.436523
	Iteration 93Q: 3 clusters Score -3200054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -3200054.750000 Penalty: 5034.436523
	Iteration 94Q: 3 clusters Score -3200055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3200054.000000 Penalty: 5034.436523
	Iteration 95Q: 3 clusters Score -3200054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -3200060.750000 Penalty: 5034.436523
	Iteration 96Q: 3 clusters Score -3200061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -3200058.250000 Penalty: 5034.436523
	Iteration 97Q: 3 clusters Score -3200058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -3200057.750000 Penalty: 5034.436523
	Iteration 98Q: 3 clusters Score -3200058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -3200056.500000 Penalty: 5034.436523
	Iteration 99Q: 3 clusters Score -3200056 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -3200060.500000 Penalty: 5034.436523
	Iteration 100F: 3 clusters Score -3200060 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -3200062.500000 Penalty: 5034.436523
	Iteration 101Q: 3 clusters Score -3200062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3200064.000000 Penalty: 5034.436523
	Iteration 102Q: 3 clusters Score -3200064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -3200064.500000 Penalty: 5034.436523
	Iteration 103Q: 3 clusters Score -3200064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3200069.500000 Penalty: 5034.436523
	Iteration 104Q: 3 clusters Score -3200070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -3200063.000000 Penalty: 5034.436523
	Iteration 105Q: 3 clusters Score -3200063 nChanged 2
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Mstep: Class 1 contains 2985 members 
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Entering Unmasked Estep 
Score: -3200066.750000 Penalty: 5034.436523
	Iteration 106Q: 3 clusters Score -3200067 nChanged 0
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Mstep: Class 1 contains 2985 members 
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Entering Unmasked Estep 
Score: -3200066.750000 Penalty: 5034.436523
	Iteration 107F: 3 clusters Score -3200067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (146091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 146091 members 
Entering Unmasked Estep 
Score: -20035344.000000 Penalty: 2949.212158
	Iteration 0F: 2 clusters Score -2.003534e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 72896 members 
Entering Unmasked Estep 
Score: -19939186.000000 Penalty: 5898.424316
	Iteration 0F: 3 clusters Score -1.993919e+07 nChanged 69976
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 70610 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1.997986e+07 nChanged 4726
Entering Unmasked Mstep 
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Mstep: Class 1 contains 76649 members 
Mstep: Class 2 contains 69442 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -1.998122e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78398 members 
Mstep: Class 2 contains 67693 members 
Entering Unmasked Estep 
Score: -19983068.000000 Penalty: 5898.424316
	Iteration 3Q: 3 clusters Score -1.998307e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80863 members 
Mstep: Class 2 contains 65228 members 
Entering Unmasked Estep 
Score: -19985778.000000 Penalty: 5898.424316
	Iteration 4Q: 3 clusters Score -1.998578e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 62036 members 
Entering Unmasked Estep 
Score: -19989426.000000 Penalty: 5898.424316
	Iteration 5Q: 3 clusters Score -1.998943e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87823 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -19994200.000000 Penalty: 5898.424316
	Iteration 6F: 3 clusters Score -1.99942e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92042 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -19999528.000000 Penalty: 5898.424316
	Iteration 7F: 3 clusters Score -1.999953e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96392 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -20004832.000000 Penalty: 5898.424316
	Iteration 8F: 3 clusters Score -2.000483e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100391 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -20009394.000000 Penalty: 5898.424316
	Iteration 9F: 3 clusters Score -2.000939e+07 nChanged 6924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104229 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -20013190.000000 Penalty: 5898.424316
	Iteration 10Q: 3 clusters Score -2.001319e+07 nChanged 5847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108110 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -20016576.000000 Penalty: 5898.424316
	Iteration 11Q: 3 clusters Score -2.001658e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111755 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -20019186.000000 Penalty: 5898.424316
	Iteration 12Q: 3 clusters Score -2.001919e+07 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115174 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -20021240.000000 Penalty: 5898.424316
	Iteration 13Q: 3 clusters Score -2.002124e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118376 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -20023150.000000 Penalty: 5898.424316
	Iteration 14Q: 3 clusters Score -2.002315e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121369 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -20024616.000000 Penalty: 5898.424316
	Iteration 15Q: 3 clusters Score -2.002462e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124035 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -20026102.000000 Penalty: 5898.424316
	Iteration 16Q: 3 clusters Score -2.00261e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126401 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -20027298.000000 Penalty: 5898.424316
	Iteration 17Q: 3 clusters Score -2.00273e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128633 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -20028202.000000 Penalty: 5898.424316
	Iteration 18Q: 3 clusters Score -2.00282e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130614 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -20029064.000000 Penalty: 5898.424316
	Iteration 19Q: 3 clusters Score -2.002906e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132385 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -20029790.000000 Penalty: 5898.424316
	Iteration 20F: 3 clusters Score -2.002979e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133884 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -20030348.000000 Penalty: 5898.424316
	Iteration 21Q: 3 clusters Score -2.003035e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135270 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -20030926.000000 Penalty: 5898.424316
	Iteration 22Q: 3 clusters Score -2.003093e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136458 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -20031374.000000 Penalty: 5898.424316
	Iteration 23Q: 3 clusters Score -2.003137e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137532 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -20031754.000000 Penalty: 5898.424316
	Iteration 24Q: 3 clusters Score -2.003175e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138458 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -20032004.000000 Penalty: 5898.424316
	Iteration 25Q: 3 clusters Score -2.0032e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139250 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -20032342.000000 Penalty: 5898.424316
	Iteration 26Q: 3 clusters Score -2.003234e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139873 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -20032488.000000 Penalty: 5898.424316
	Iteration 27Q: 3 clusters Score -2.003249e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140429 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -20032678.000000 Penalty: 5898.424316
	Iteration 28Q: 3 clusters Score -2.003268e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140887 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -20032854.000000 Penalty: 5898.424316
	Iteration 29Q: 3 clusters Score -2.003285e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141279 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -20032980.000000 Penalty: 5898.424316
	Iteration 30Q: 3 clusters Score -2.003298e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141580 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -20033006.000000 Penalty: 5898.424316
	Iteration 31Q: 3 clusters Score -2.003301e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141844 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -20033104.000000 Penalty: 5898.424316
	Iteration 32Q: 3 clusters Score -2.00331e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142076 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -20033150.000000 Penalty: 5898.424316
	Iteration 33Q: 3 clusters Score -2.003315e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142269 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -20033206.000000 Penalty: 5898.424316
	Iteration 34Q: 3 clusters Score -2.003321e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142442 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -20033232.000000 Penalty: 5898.424316
	Iteration 35Q: 3 clusters Score -2.003323e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142602 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -20033268.000000 Penalty: 5898.424316
	Iteration 36Q: 3 clusters Score -2.003327e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142744 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -20033322.000000 Penalty: 5898.424316
	Iteration 37Q: 3 clusters Score -2.003332e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142856 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -20033374.000000 Penalty: 5898.424316
	Iteration 38Q: 3 clusters Score -2.003337e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142950 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -20033362.000000 Penalty: 5898.424316
	Iteration 39Q: 3 clusters Score -2.003336e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143023 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -20033412.000000 Penalty: 5898.424316
	Iteration 40F: 3 clusters Score -2.003341e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -20033408.000000 Penalty: 5898.424316
	Iteration 41Q: 3 clusters Score -2.003341e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143163 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -20033422.000000 Penalty: 5898.424316
	Iteration 42Q: 3 clusters Score -2.003342e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143214 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -20033434.000000 Penalty: 5898.424316
	Iteration 43Q: 3 clusters Score -2.003343e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143265 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -20033468.000000 Penalty: 5898.424316
	Iteration 44Q: 3 clusters Score -2.003347e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143295 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -20033454.000000 Penalty: 5898.424316
	Iteration 45Q: 3 clusters Score -2.003345e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143321 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -20033474.000000 Penalty: 5898.424316
	Iteration 46Q: 3 clusters Score -2.003347e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143342 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -20033476.000000 Penalty: 5898.424316
	Iteration 47Q: 3 clusters Score -2.003348e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143370 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -20033506.000000 Penalty: 5898.424316
	Iteration 48Q: 3 clusters Score -2.003351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143394 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -20033520.000000 Penalty: 5898.424316
	Iteration 49Q: 3 clusters Score -2.003352e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143420 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -20033500.000000 Penalty: 5898.424316
	Iteration 50Q: 3 clusters Score -2.00335e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143445 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -20033488.000000 Penalty: 5898.424316
	Iteration 51Q: 3 clusters Score -2.003349e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143464 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -20033470.000000 Penalty: 5898.424316
	Iteration 52Q: 3 clusters Score -2.003347e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143478 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -20033470.000000 Penalty: 5898.424316
	Iteration 53Q: 3 clusters Score -2.003347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143489 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -20033484.000000 Penalty: 5898.424316
	Iteration 54Q: 3 clusters Score -2.003348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143503 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -20033512.000000 Penalty: 5898.424316
	Iteration 55Q: 3 clusters Score -2.003351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143515 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -20033522.000000 Penalty: 5898.424316
	Iteration 56Q: 3 clusters Score -2.003352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143522 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -20033514.000000 Penalty: 5898.424316
	Iteration 57Q: 3 clusters Score -2.003351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143531 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -20033508.000000 Penalty: 5898.424316
	Iteration 58Q: 3 clusters Score -2.003351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143539 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -20033512.000000 Penalty: 5898.424316
	Iteration 59Q: 3 clusters Score -2.003351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143543 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -20033502.000000 Penalty: 5898.424316
	Iteration 60F: 3 clusters Score -2.00335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143545 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -20033496.000000 Penalty: 5898.424316
	Iteration 61Q: 3 clusters Score -2.00335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143545 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -20033498.000000 Penalty: 5898.424316
	Iteration 62Q: 3 clusters Score -2.00335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143545 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -20033492.000000 Penalty: 5898.424316
	Iteration 63Q: 3 clusters Score -2.003349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143545 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -20033502.000000 Penalty: 5898.424316
	Iteration 64Q: 3 clusters Score -2.00335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143545 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -20033500.000000 Penalty: 5898.424316
	Iteration 65Q: 3 clusters Score -2.00335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143548 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -20033506.000000 Penalty: 5898.424316
	Iteration 66Q: 3 clusters Score -2.003351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143551 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -20033498.000000 Penalty: 5898.424316
	Iteration 67Q: 3 clusters Score -2.00335e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143552 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -20033508.000000 Penalty: 5898.424316
	Iteration 68Q: 3 clusters Score -2.003351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143554 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -20033498.000000 Penalty: 5898.424316
	Iteration 69Q: 3 clusters Score -2.00335e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143557 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -20033496.000000 Penalty: 5898.424316
	Iteration 70Q: 3 clusters Score -2.00335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143557 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -20033496.000000 Penalty: 5898.424316
	Iteration 71Q: 3 clusters Score -2.00335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143557 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -20033496.000000 Penalty: 5898.424316
	Iteration 72F: 3 clusters Score -2.00335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -29053.767578 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -29053.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27882.931641 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -27882.93 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27978.664062 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -27978.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28001.619141 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -28001.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28025.414062 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -28025.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28030.654297 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -28030.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28033.884766 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -28033.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28037.396484 Penalty: 2710.060547
	Iteration 6Q: 3 clusters Score -28037.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28037.396484 Penalty: 2710.060547
	Iteration 7F: 3 clusters Score -28037.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Entering Unmasked Estep 
Score: -1007298.562500 Penalty: 2204.548340
	Iteration 0F: 2 clusters Score -1007299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1001410.187500 Penalty: 4409.096680
	Iteration 0F: 3 clusters Score -1001410 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1003001.000000 Penalty: 4409.096680
	Iteration 1F: 3 clusters Score -1003001 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1003311.125000 Penalty: 4409.096680
	Iteration 2F: 3 clusters Score -1003311 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1003567.625000 Penalty: 4409.096680
	Iteration 3F: 3 clusters Score -1003568 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1003821.375000 Penalty: 4409.096680
	Iteration 4F: 3 clusters Score -1003821 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1004130.000000 Penalty: 4409.096680
	Iteration 5F: 3 clusters Score -1004130 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -1004531.875000 Penalty: 4409.096680
	Iteration 6F: 3 clusters Score -1004532 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1005022.312500 Penalty: 4409.096680
	Iteration 7F: 3 clusters Score -1005022 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1005397.812500 Penalty: 4409.096680
	Iteration 8F: 3 clusters Score -1005398 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1005660.000000 Penalty: 4409.096680
	Iteration 9Q: 3 clusters Score -1005660 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1005854.562500 Penalty: 4409.096680
	Iteration 10Q: 3 clusters Score -1005855 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1005973.750000 Penalty: 4409.096680
	Iteration 11Q: 3 clusters Score -1005974 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1006062.187500 Penalty: 4409.096680
	Iteration 12Q: 3 clusters Score -1006062 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1006129.312500 Penalty: 4409.096680
	Iteration 13Q: 3 clusters Score -1006129 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1006181.000000 Penalty: 4409.096680
	Iteration 14Q: 3 clusters Score -1006181 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1006231.375000 Penalty: 4409.096680
	Iteration 15Q: 3 clusters Score -1006231 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1006267.250000 Penalty: 4409.096680
	Iteration 16Q: 3 clusters Score -1006267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1006292.562500 Penalty: 4409.096680
	Iteration 17Q: 3 clusters Score -1006293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1006314.937500 Penalty: 4409.096680
	Iteration 18Q: 3 clusters Score -1006315 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1006336.250000 Penalty: 4409.096680
	Iteration 19Q: 3 clusters Score -1006336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1006353.437500 Penalty: 4409.096680
	Iteration 20F: 3 clusters Score -1006353 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1006366.312500 Penalty: 4409.096680
	Iteration 21Q: 3 clusters Score -1006366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1006377.312500 Penalty: 4409.096680
	Iteration 22Q: 3 clusters Score -1006377 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1006384.125000 Penalty: 4409.096680
	Iteration 23Q: 3 clusters Score -1006384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1006387.500000 Penalty: 4409.096680
	Iteration 24Q: 3 clusters Score -1006388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1006389.750000 Penalty: 4409.096680
	Iteration 25Q: 3 clusters Score -1006390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1006392.062500 Penalty: 4409.096680
	Iteration 26Q: 3 clusters Score -1006392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1006395.437500 Penalty: 4409.096680
	Iteration 27Q: 3 clusters Score -1006395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1006395.812500 Penalty: 4409.096680
	Iteration 28Q: 3 clusters Score -1006396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1006396.687500 Penalty: 4409.096680
	Iteration 29Q: 3 clusters Score -1006397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1006396.375000 Penalty: 4409.096680
	Iteration 30Q: 3 clusters Score -1006396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1006397.875000 Penalty: 4409.096680
	Iteration 31Q: 3 clusters Score -1006398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1006399.375000 Penalty: 4409.096680
	Iteration 32Q: 3 clusters Score -1006399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1006399.312500 Penalty: 4409.096680
	Iteration 33Q: 3 clusters Score -1006399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1006399.312500 Penalty: 4409.096680
	Iteration 34F: 3 clusters Score -1006399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -64492.296875 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -64492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63011.941406 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -63011.94 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -63181.125000 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -63181.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63235.074219 Penalty: 3068.359619
	Iteration 2F: 3 clusters Score -63235.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -63264.710938 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -63264.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63280.535156 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -63280.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -63293.164062 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -63293.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -63302.976562 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -63302.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -63307.429688 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -63307.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -63308.218750 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -63308.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -63308.218750 Penalty: 3068.359619
	Iteration 9F: 3 clusters Score -63308.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -906591.687500 Penalty: 2194.465820
	Iteration 0F: 2 clusters Score -906591.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -900865.062500 Penalty: 4388.931641
	Iteration 0F: 3 clusters Score -900865.1 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -902484.187500 Penalty: 4388.931641
	Iteration 1F: 3 clusters Score -902484.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -902790.062500 Penalty: 4388.931641
	Iteration 2F: 3 clusters Score -902790.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -902996.937500 Penalty: 4388.931641
	Iteration 3F: 3 clusters Score -902996.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -903173.875000 Penalty: 4388.931641
	Iteration 4Q: 3 clusters Score -903173.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -903329.750000 Penalty: 4388.931641
	Iteration 5Q: 3 clusters Score -903329.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -903476.750000 Penalty: 4388.931641
	Iteration 6Q: 3 clusters Score -903476.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -903630.312500 Penalty: 4388.931641
	Iteration 7Q: 3 clusters Score -903630.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -903814.625000 Penalty: 4388.931641
	Iteration 8Q: 3 clusters Score -903814.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -904051.562500 Penalty: 4388.931641
	Iteration 9Q: 3 clusters Score -904051.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -904318.437500 Penalty: 4388.931641
	Iteration 10Q: 3 clusters Score -904318.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -904549.750000 Penalty: 4388.931641
	Iteration 11Q: 3 clusters Score -904549.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -904733.062500 Penalty: 4388.931641
	Iteration 12Q: 3 clusters Score -904733.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -904835.750000 Penalty: 4388.931641
	Iteration 13Q: 3 clusters Score -904835.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -904891.062500 Penalty: 4388.931641
	Iteration 14Q: 3 clusters Score -904891.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -904937.250000 Penalty: 4388.931641
	Iteration 15Q: 3 clusters Score -904937.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -904975.062500 Penalty: 4388.931641
	Iteration 16Q: 3 clusters Score -904975.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -905010.375000 Penalty: 4388.931641
	Iteration 17Q: 3 clusters Score -905010.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -905037.375000 Penalty: 4388.931641
	Iteration 18Q: 3 clusters Score -905037.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -905055.875000 Penalty: 4388.931641
	Iteration 19Q: 3 clusters Score -905055.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -905077.937500 Penalty: 4388.931641
	Iteration 20F: 3 clusters Score -905077.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -905098.437500 Penalty: 4388.931641
	Iteration 21Q: 3 clusters Score -905098.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -905106.750000 Penalty: 4388.931641
	Iteration 22Q: 3 clusters Score -905106.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -905116.062500 Penalty: 4388.931641
	Iteration 23Q: 3 clusters Score -905116.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -905120.312500 Penalty: 4388.931641
	Iteration 24Q: 3 clusters Score -905120.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -905126.812500 Penalty: 4388.931641
	Iteration 25Q: 3 clusters Score -905126.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -905129.125000 Penalty: 4388.931641
	Iteration 26Q: 3 clusters Score -905129.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -905133.687500 Penalty: 4388.931641
	Iteration 27Q: 3 clusters Score -905133.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -905133.937500 Penalty: 4388.931641
	Iteration 28Q: 3 clusters Score -905133.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -905138.125000 Penalty: 4388.931641
	Iteration 29Q: 3 clusters Score -905138.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -905136.812500 Penalty: 4388.931641
	Iteration 30Q: 3 clusters Score -905136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -905135.875000 Penalty: 4388.931641
	Iteration 31Q: 3 clusters Score -905135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -905136.062500 Penalty: 4388.931641
	Iteration 32Q: 3 clusters Score -905136.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -905136.062500 Penalty: 4388.931641
	Iteration 33F: 3 clusters Score -905136.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37420.335938 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -37420.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36145.976562 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -36145.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36352.812500 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -36352.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36452.414062 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -36452.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36504.171875 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -36504.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36542.218750 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -36542.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36597.742188 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -36597.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -36622.105469 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -36622.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36650.542969 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -36650.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36683.734375 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -36683.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36693.761719 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -36693.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36704.285156 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -36704.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36714.035156 Penalty: 2879.346924
	Iteration 11Q: 3 clusters Score -36714.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -36724.078125 Penalty: 2879.346924
	Iteration 12Q: 3 clusters Score -36724.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36732.742188 Penalty: 2879.346924
	Iteration 13Q: 3 clusters Score -36732.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36741.750000 Penalty: 2879.346924
	Iteration 14Q: 3 clusters Score -36741.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36741.750000 Penalty: 2879.346924
	Iteration 15F: 3 clusters Score -36741.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -150993.640625 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -150993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -149082.609375 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -149082.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -149643.015625 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -149643 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -149952.328125 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -149952.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -150377.781250 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -150377.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -150875.156250 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -150875.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -151093.015625 Penalty: 3496.860840
	Iteration 5Q: 3 clusters Score -151093 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -151175.000000 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -151175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -151204.093750 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -151204.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -151247.484375 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -151247.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -151290.421875 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -151290.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -151308.343750 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -151308.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -151313.390625 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -151313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -151313.390625 Penalty: 3496.860840
	Iteration 12F: 3 clusters Score -151313.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 34417 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 58345 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49248 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 39334 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29572 members 
Mstep: Class 12 contains 85282 members 
Mstep: Class 13 contains 29493 members 
Mstep: Class 14 contains 276571 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22807 members 
Mstep: Class 17 contains 11291 members 
Mstep: Class 18 contains 25593 members 
Mstep: Class 19 contains 146091 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6965 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 713 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 440 members 
Entering Unmasked Estep 
Score: -122230312.000000 Penalty: 91853.718750
Splitting cluster 25 changes total score from -122231464.000000 to -122230312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -72093.664062 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -72093.66 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 295 members 
Entering Unmasked Estep 
Score: -70608.820312 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70608.82 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -70967.062500 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -70967.06 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71218.710938 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -71218.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -71371.093750 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -71371.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71577.367188 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -71577.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71689.664062 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -71689.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -71924.695312 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -71924.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -72195.335938 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -72195.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72235.140625 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -72235.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -72241.804688 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -72241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -72245.765625 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -72245.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -72256.398438 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -72256.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -72268.609375 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -72268.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72271.945312 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -72271.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -72278.281250 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -72278.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72281.515625 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -72281.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72281.515625 Penalty: 3152.629395
	Iteration 16F: 3 clusters Score -72281.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 34417 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 58345 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49248 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 39334 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29572 members 
Mstep: Class 12 contains 85282 members 
Mstep: Class 13 contains 29493 members 
Mstep: Class 14 contains 276571 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22807 members 
Mstep: Class 17 contains 11291 members 
Mstep: Class 18 contains 25593 members 
Mstep: Class 19 contains 146091 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6965 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 132 members 
Mstep: Class 27 contains 444 members 
Entering Unmasked Estep 
Score: -122229848.000000 Penalty: 91853.718750
Splitting cluster 26 changes total score from -122231464.000000 to -122229848.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49305 members 
Mstep: Class 2 contains 34417 members 
Mstep: Class 3 contains 20492 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 58345 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49248 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 39334 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29572 members 
Mstep: Class 12 contains 85282 members 
Mstep: Class 13 contains 29493 members 
Mstep: Class 14 contains 276571 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22807 members 
Mstep: Class 17 contains 11291 members 
Mstep: Class 18 contains 25593 members 
Mstep: Class 19 contains 146091 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7254 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6965 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231592.000000 Penalty: 88451.726562
Iteration 159Q: 27 clusters Score -1.222316e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49304 members 
Mstep: Class 2 contains 34404 members 
Mstep: Class 3 contains 20504 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 58423 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49243 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 39273 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29573 members 
Mstep: Class 12 contains 85274 members 
Mstep: Class 13 contains 29492 members 
Mstep: Class 14 contains 276563 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22847 members 
Mstep: Class 17 contains 11294 members 
Mstep: Class 18 contains 25592 members 
Mstep: Class 19 contains 146048 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7256 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6970 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231568.000000 Penalty: 88451.726562
Iteration 160F: 27 clusters Score -1.222316e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49306 members 
Mstep: Class 2 contains 34372 members 
Mstep: Class 3 contains 20520 members 
Mstep: Class 4 contains 3033 members 
Mstep: Class 5 contains 58503 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49239 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 39207 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29570 members 
Mstep: Class 12 contains 85295 members 
Mstep: Class 13 contains 29495 members 
Mstep: Class 14 contains 276550 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22876 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 25591 members 
Mstep: Class 19 contains 146006 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7258 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6976 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231568.000000 Penalty: 88451.726562
Iteration 161Q: 27 clusters Score -1.222316e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 34338 members 
Mstep: Class 3 contains 20542 members 
Mstep: Class 4 contains 3032 members 
Mstep: Class 5 contains 58589 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49235 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 39137 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29573 members 
Mstep: Class 12 contains 85313 members 
Mstep: Class 13 contains 29497 members 
Mstep: Class 14 contains 276548 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22891 members 
Mstep: Class 17 contains 11296 members 
Mstep: Class 18 contains 25596 members 
Mstep: Class 19 contains 145961 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7259 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6977 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231344.000000 Penalty: 88451.726562
Iteration 162Q: 27 clusters Score -1.222313e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 20565 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 58670 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49232 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 39074 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29576 members 
Mstep: Class 12 contains 85339 members 
Mstep: Class 13 contains 29498 members 
Mstep: Class 14 contains 276522 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22912 members 
Mstep: Class 17 contains 11298 members 
Mstep: Class 18 contains 25597 members 
Mstep: Class 19 contains 145924 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7260 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6978 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231256.000000 Penalty: 88451.726562
Iteration 163Q: 27 clusters Score -1.222313e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 34277 members 
Mstep: Class 3 contains 20589 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 58744 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49229 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 39026 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29578 members 
Mstep: Class 12 contains 85359 members 
Mstep: Class 13 contains 29498 members 
Mstep: Class 14 contains 276501 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22927 members 
Mstep: Class 17 contains 11300 members 
Mstep: Class 18 contains 25601 members 
Mstep: Class 19 contains 145882 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7261 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6976 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231264.000000 Penalty: 88451.726562
Iteration 164Q: 27 clusters Score -1.222313e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 34261 members 
Mstep: Class 3 contains 20607 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 58806 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49224 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38977 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29575 members 
Mstep: Class 12 contains 85369 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 276507 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22939 members 
Mstep: Class 17 contains 11302 members 
Mstep: Class 18 contains 25607 members 
Mstep: Class 19 contains 145840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7262 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6972 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231280.000000 Penalty: 88451.726562
Iteration 165Q: 27 clusters Score -1.222313e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 34236 members 
Mstep: Class 3 contains 20635 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 58860 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49218 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38930 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29579 members 
Mstep: Class 12 contains 85371 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 276509 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22953 members 
Mstep: Class 17 contains 11301 members 
Mstep: Class 18 contains 25610 members 
Mstep: Class 19 contains 145809 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7265 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6970 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231344.000000 Penalty: 88451.726562
Iteration 166Q: 27 clusters Score -1.222313e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 34211 members 
Mstep: Class 3 contains 20659 members 
Mstep: Class 4 contains 3031 members 
Mstep: Class 5 contains 58929 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49214 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38876 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29574 members 
Mstep: Class 12 contains 85366 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276505 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22969 members 
Mstep: Class 17 contains 11306 members 
Mstep: Class 18 contains 25610 members 
Mstep: Class 19 contains 145790 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7265 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6968 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231328.000000 Penalty: 88451.726562
Iteration 167Q: 27 clusters Score -1.222313e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 34174 members 
Mstep: Class 3 contains 20691 members 
Mstep: Class 4 contains 3030 members 
Mstep: Class 5 contains 58994 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49210 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38825 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29572 members 
Mstep: Class 12 contains 85365 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276496 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 22990 members 
Mstep: Class 17 contains 11304 members 
Mstep: Class 18 contains 25607 members 
Mstep: Class 19 contains 145782 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7266 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6968 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231368.000000 Penalty: 88451.726562
Iteration 168Q: 27 clusters Score -1.222314e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 34144 members 
Mstep: Class 3 contains 20722 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 59050 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49205 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38777 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29571 members 
Mstep: Class 12 contains 85366 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276490 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23014 members 
Mstep: Class 17 contains 11304 members 
Mstep: Class 18 contains 25606 members 
Mstep: Class 19 contains 145765 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7265 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6969 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231408.000000 Penalty: 88451.726562
Iteration 169Q: 27 clusters Score -1.222314e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 34110 members 
Mstep: Class 3 contains 20745 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 59115 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49200 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38751 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29562 members 
Mstep: Class 12 contains 85353 members 
Mstep: Class 13 contains 29506 members 
Mstep: Class 14 contains 276477 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23043 members 
Mstep: Class 17 contains 11307 members 
Mstep: Class 18 contains 25605 members 
Mstep: Class 19 contains 145746 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7266 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6966 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231456.000000 Penalty: 88451.726562
Iteration 170Q: 27 clusters Score -1.222315e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 34083 members 
Mstep: Class 3 contains 20764 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 59182 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49197 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38708 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29555 members 
Mstep: Class 12 contains 85356 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276469 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23063 members 
Mstep: Class 17 contains 11310 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 145723 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7267 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6965 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231704.000000 Penalty: 88451.726562
Iteration 171Q: 27 clusters Score -1.222317e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 34064 members 
Mstep: Class 3 contains 20782 members 
Mstep: Class 4 contains 3029 members 
Mstep: Class 5 contains 59255 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49195 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38659 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29543 members 
Mstep: Class 12 contains 85363 members 
Mstep: Class 13 contains 29512 members 
Mstep: Class 14 contains 276468 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23072 members 
Mstep: Class 17 contains 11312 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 145689 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7268 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6967 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231672.000000 Penalty: 88451.726562
Iteration 172Q: 27 clusters Score -1.222317e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 34048 members 
Mstep: Class 3 contains 20792 members 
Mstep: Class 4 contains 3028 members 
Mstep: Class 5 contains 59321 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49187 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38617 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29539 members 
Mstep: Class 12 contains 85364 members 
Mstep: Class 13 contains 29514 members 
Mstep: Class 14 contains 276464 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23088 members 
Mstep: Class 17 contains 11315 members 
Mstep: Class 18 contains 25604 members 
Mstep: Class 19 contains 145661 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7268 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6968 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231712.000000 Penalty: 88451.726562
Iteration 173Q: 27 clusters Score -1.222317e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 34034 members 
Mstep: Class 3 contains 20803 members 
Mstep: Class 4 contains 3027 members 
Mstep: Class 5 contains 59381 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49185 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38580 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29542 members 
Mstep: Class 12 contains 85367 members 
Mstep: Class 13 contains 29514 members 
Mstep: Class 14 contains 276457 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23100 members 
Mstep: Class 17 contains 11316 members 
Mstep: Class 18 contains 25609 members 
Mstep: Class 19 contains 145628 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7268 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6969 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231600.000000 Penalty: 88451.726562
Iteration 174Q: 27 clusters Score -1.222316e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 34021 members 
Mstep: Class 3 contains 20820 members 
Mstep: Class 4 contains 3026 members 
Mstep: Class 5 contains 59430 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49180 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38551 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29543 members 
Mstep: Class 12 contains 85366 members 
Mstep: Class 13 contains 29517 members 
Mstep: Class 14 contains 276444 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23118 members 
Mstep: Class 17 contains 11316 members 
Mstep: Class 18 contains 25609 members 
Mstep: Class 19 contains 145597 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7269 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6972 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231664.000000 Penalty: 88451.726562
Iteration 175Q: 27 clusters Score -1.222317e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 34005 members 
Mstep: Class 3 contains 20830 members 
Mstep: Class 4 contains 3026 members 
Mstep: Class 5 contains 59487 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49178 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38525 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29540 members 
Mstep: Class 12 contains 85365 members 
Mstep: Class 13 contains 29516 members 
Mstep: Class 14 contains 276425 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23136 members 
Mstep: Class 17 contains 11318 members 
Mstep: Class 18 contains 25611 members 
Mstep: Class 19 contains 145575 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7269 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6974 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231712.000000 Penalty: 88451.726562
Iteration 176Q: 27 clusters Score -1.222317e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 34001 members 
Mstep: Class 3 contains 20839 members 
Mstep: Class 4 contains 3026 members 
Mstep: Class 5 contains 59523 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49176 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38495 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29537 members 
Mstep: Class 12 contains 85382 members 
Mstep: Class 13 contains 29516 members 
Mstep: Class 14 contains 276404 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23157 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25613 members 
Mstep: Class 19 contains 145544 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7270 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6977 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231880.000000 Penalty: 88451.726562
Iteration 177Q: 27 clusters Score -1.222319e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 33987 members 
Mstep: Class 3 contains 20848 members 
Mstep: Class 4 contains 3026 members 
Mstep: Class 5 contains 59557 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49172 members 
Mstep: Class 8 contains 5722 members 
Mstep: Class 9 contains 38470 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29538 members 
Mstep: Class 12 contains 85403 members 
Mstep: Class 13 contains 29516 members 
Mstep: Class 14 contains 276379 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23179 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 25614 members 
Mstep: Class 19 contains 145516 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7274 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6979 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231776.000000 Penalty: 88451.726562
Iteration 178Q: 27 clusters Score -1.222318e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 33975 members 
Mstep: Class 3 contains 20860 members 
Mstep: Class 4 contains 3025 members 
Mstep: Class 5 contains 59591 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49168 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 38448 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29530 members 
Mstep: Class 12 contains 85408 members 
Mstep: Class 13 contains 29516 members 
Mstep: Class 14 contains 276371 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23199 members 
Mstep: Class 17 contains 11328 members 
Mstep: Class 18 contains 25616 members 
Mstep: Class 19 contains 145489 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7276 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6983 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231832.000000 Penalty: 88451.726562
Iteration 179Q: 27 clusters Score -1.222318e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49313 members 
Mstep: Class 2 contains 33957 members 
Mstep: Class 3 contains 20874 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 59623 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49167 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 38431 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29532 members 
Mstep: Class 12 contains 85413 members 
Mstep: Class 13 contains 29515 members 
Mstep: Class 14 contains 276346 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23214 members 
Mstep: Class 17 contains 11327 members 
Mstep: Class 18 contains 25614 members 
Mstep: Class 19 contains 145479 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6986 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231912.000000 Penalty: 88451.726562
Iteration 180F: 27 clusters Score -1.222319e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 33936 members 
Mstep: Class 3 contains 20888 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 59655 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49164 members 
Mstep: Class 8 contains 5723 members 
Mstep: Class 9 contains 38396 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29527 members 
Mstep: Class 12 contains 85430 members 
Mstep: Class 13 contains 29515 members 
Mstep: Class 14 contains 276344 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23229 members 
Mstep: Class 17 contains 11326 members 
Mstep: Class 18 contains 25618 members 
Mstep: Class 19 contains 145462 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6987 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231864.000000 Penalty: 88451.726562
Iteration 181Q: 27 clusters Score -1.222319e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 33921 members 
Mstep: Class 3 contains 20901 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 59682 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49162 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38359 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29531 members 
Mstep: Class 12 contains 85439 members 
Mstep: Class 13 contains 29514 members 
Mstep: Class 14 contains 276334 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23244 members 
Mstep: Class 17 contains 11325 members 
Mstep: Class 18 contains 25621 members 
Mstep: Class 19 contains 145451 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6989 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231664.000000 Penalty: 88451.726562
Iteration 182Q: 27 clusters Score -1.222317e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49319 members 
Mstep: Class 2 contains 33907 members 
Mstep: Class 3 contains 20912 members 
Mstep: Class 4 contains 3022 members 
Mstep: Class 5 contains 59711 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49158 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38327 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29525 members 
Mstep: Class 12 contains 85443 members 
Mstep: Class 13 contains 29514 members 
Mstep: Class 14 contains 276320 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23271 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25623 members 
Mstep: Class 19 contains 145446 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6992 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231640.000000 Penalty: 88451.726562
Iteration 183Q: 27 clusters Score -1.222316e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 33899 members 
Mstep: Class 3 contains 20920 members 
Mstep: Class 4 contains 3021 members 
Mstep: Class 5 contains 59739 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49157 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38296 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29529 members 
Mstep: Class 12 contains 85454 members 
Mstep: Class 13 contains 29514 members 
Mstep: Class 14 contains 276297 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23291 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 25621 members 
Mstep: Class 19 contains 145437 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6995 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231760.000000 Penalty: 88451.726562
Iteration 184Q: 27 clusters Score -1.222318e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 33893 members 
Mstep: Class 3 contains 20924 members 
Mstep: Class 4 contains 3019 members 
Mstep: Class 5 contains 59772 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49154 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38269 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29527 members 
Mstep: Class 12 contains 85459 members 
Mstep: Class 13 contains 29513 members 
Mstep: Class 14 contains 276291 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23301 members 
Mstep: Class 17 contains 11327 members 
Mstep: Class 18 contains 25625 members 
Mstep: Class 19 contains 145425 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6994 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231656.000000 Penalty: 88451.726562
Iteration 185Q: 27 clusters Score -1.222317e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 33887 members 
Mstep: Class 3 contains 20926 members 
Mstep: Class 4 contains 3013 members 
Mstep: Class 5 contains 59811 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49147 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38247 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29528 members 
Mstep: Class 12 contains 85462 members 
Mstep: Class 13 contains 29514 members 
Mstep: Class 14 contains 276284 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23305 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 25628 members 
Mstep: Class 19 contains 145417 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231736.000000 Penalty: 88451.726562
Iteration 186Q: 27 clusters Score -1.222317e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 33882 members 
Mstep: Class 3 contains 20928 members 
Mstep: Class 4 contains 3009 members 
Mstep: Class 5 contains 59841 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49143 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38231 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29529 members 
Mstep: Class 12 contains 85461 members 
Mstep: Class 13 contains 29514 members 
Mstep: Class 14 contains 276287 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23313 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 25630 members 
Mstep: Class 19 contains 145400 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231640.000000 Penalty: 88451.726562
Iteration 187Q: 27 clusters Score -1.222316e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 33875 members 
Mstep: Class 3 contains 20932 members 
Mstep: Class 4 contains 3008 members 
Mstep: Class 5 contains 59874 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49139 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38221 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29528 members 
Mstep: Class 12 contains 85458 members 
Mstep: Class 13 contains 29513 members 
Mstep: Class 14 contains 276281 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23322 members 
Mstep: Class 17 contains 11330 members 
Mstep: Class 18 contains 25632 members 
Mstep: Class 19 contains 145386 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231600.000000 Penalty: 88451.726562
Iteration 188Q: 27 clusters Score -1.222316e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 33871 members 
Mstep: Class 3 contains 20938 members 
Mstep: Class 4 contains 3007 members 
Mstep: Class 5 contains 59906 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49138 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38205 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29524 members 
Mstep: Class 12 contains 85446 members 
Mstep: Class 13 contains 29512 members 
Mstep: Class 14 contains 276285 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23329 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 25634 members 
Mstep: Class 19 contains 145373 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231608.000000 Penalty: 88451.726562
Iteration 189Q: 27 clusters Score -1.222316e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 33866 members 
Mstep: Class 3 contains 20940 members 
Mstep: Class 4 contains 3006 members 
Mstep: Class 5 contains 59940 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49137 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38185 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29518 members 
Mstep: Class 12 contains 85439 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276293 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23340 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 25635 members 
Mstep: Class 19 contains 145358 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231616.000000 Penalty: 88451.726562
Iteration 190Q: 27 clusters Score -1.222316e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 33861 members 
Mstep: Class 3 contains 20942 members 
Mstep: Class 4 contains 3006 members 
Mstep: Class 5 contains 59972 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49136 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38163 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29505 members 
Mstep: Class 12 contains 85440 members 
Mstep: Class 13 contains 29512 members 
Mstep: Class 14 contains 276299 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23346 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 25636 members 
Mstep: Class 19 contains 145349 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231616.000000 Penalty: 88451.726562
Iteration 191Q: 27 clusters Score -1.222316e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 33859 members 
Mstep: Class 3 contains 20942 members 
Mstep: Class 4 contains 3006 members 
Mstep: Class 5 contains 59999 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49134 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38135 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29500 members 
Mstep: Class 12 contains 85444 members 
Mstep: Class 13 contains 29512 members 
Mstep: Class 14 contains 276299 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23349 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 25640 members 
Mstep: Class 19 contains 145347 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6994 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231608.000000 Penalty: 88451.726562
Iteration 192Q: 27 clusters Score -1.222316e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 33852 members 
Mstep: Class 3 contains 20944 members 
Mstep: Class 4 contains 3006 members 
Mstep: Class 5 contains 60032 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49133 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38107 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29489 members 
Mstep: Class 12 contains 85444 members 
Mstep: Class 13 contains 29513 members 
Mstep: Class 14 contains 276304 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23353 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 25641 members 
Mstep: Class 19 contains 145347 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6994 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231624.000000 Penalty: 88451.726562
Iteration 193Q: 27 clusters Score -1.222316e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 33841 members 
Mstep: Class 3 contains 20949 members 
Mstep: Class 4 contains 3006 members 
Mstep: Class 5 contains 60066 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49131 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38084 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29484 members 
Mstep: Class 12 contains 85433 members 
Mstep: Class 13 contains 29513 members 
Mstep: Class 14 contains 276307 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23361 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 25641 members 
Mstep: Class 19 contains 145347 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6994 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231656.000000 Penalty: 88451.726562
Iteration 194Q: 27 clusters Score -1.222317e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49325 members 
Mstep: Class 2 contains 33830 members 
Mstep: Class 3 contains 20957 members 
Mstep: Class 4 contains 3006 members 
Mstep: Class 5 contains 60101 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49128 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38066 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29475 members 
Mstep: Class 12 contains 85427 members 
Mstep: Class 13 contains 29512 members 
Mstep: Class 14 contains 276300 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23366 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 25644 members 
Mstep: Class 19 contains 145351 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6994 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231680.000000 Penalty: 88451.726562
Iteration 195Q: 27 clusters Score -1.222317e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 33826 members 
Mstep: Class 3 contains 20960 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60128 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49127 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38052 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29471 members 
Mstep: Class 12 contains 85421 members 
Mstep: Class 13 contains 29511 members 
Mstep: Class 14 contains 276296 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23376 members 
Mstep: Class 17 contains 11332 members 
Mstep: Class 18 contains 25644 members 
Mstep: Class 19 contains 145344 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6994 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231640.000000 Penalty: 88451.726562
Iteration 196Q: 27 clusters Score -1.222316e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 33820 members 
Mstep: Class 3 contains 20966 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60162 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49123 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38045 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29463 members 
Mstep: Class 12 contains 85413 members 
Mstep: Class 13 contains 29511 members 
Mstep: Class 14 contains 276286 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23386 members 
Mstep: Class 17 contains 11332 members 
Mstep: Class 18 contains 25646 members 
Mstep: Class 19 contains 145336 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6994 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231664.000000 Penalty: 88451.726562
Iteration 197Q: 27 clusters Score -1.222317e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 33814 members 
Mstep: Class 3 contains 20972 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60190 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49123 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38036 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29457 members 
Mstep: Class 12 contains 85408 members 
Mstep: Class 13 contains 29511 members 
Mstep: Class 14 contains 276287 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23392 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 25648 members 
Mstep: Class 19 contains 145319 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6994 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231632.000000 Penalty: 88451.726562
Iteration 198Q: 27 clusters Score -1.222316e+08 nChanged 96
Entering ConstructFrom: 
Score: -122231632.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (49329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Entering Unmasked Estep 
Score: -6632249.500000 Penalty: 2679.954346
	Iteration 0F: 2 clusters Score -6632250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -6598930.000000 Penalty: 5359.908691
	Iteration 0F: 3 clusters Score -6598930 nChanged 22727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -6612272.500000 Penalty: 5359.908691
	Iteration 1F: 3 clusters Score -6612272 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -6613479.000000 Penalty: 5359.908691
	Iteration 2Q: 3 clusters Score -6613479 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -6615000.500000 Penalty: 5359.908691
	Iteration 3F: 3 clusters Score -6615000 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -6616978.500000 Penalty: 5359.908691
	Iteration 4F: 3 clusters Score -6616978 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -6619461.000000 Penalty: 5359.908691
	Iteration 5F: 3 clusters Score -6619461 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -6622249.500000 Penalty: 5359.908691
	Iteration 6F: 3 clusters Score -6622250 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -6624634.500000 Penalty: 5359.908691
	Iteration 7F: 3 clusters Score -6624634 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -6626186.000000 Penalty: 5359.908691
	Iteration 8F: 3 clusters Score -6626186 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -6627070.500000 Penalty: 5359.908691
	Iteration 9Q: 3 clusters Score -6627070 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -6627621.000000 Penalty: 5359.908691
	Iteration 10Q: 3 clusters Score -6627621 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -6628054.000000 Penalty: 5359.908691
	Iteration 11Q: 3 clusters Score -6628054 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -6628414.000000 Penalty: 5359.908691
	Iteration 12Q: 3 clusters Score -6628414 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -6628734.000000 Penalty: 5359.908691
	Iteration 13Q: 3 clusters Score -6628734 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 35156 members 
Entering Unmasked Estep 
Score: -6629024.000000 Penalty: 5359.908691
	Iteration 14Q: 3 clusters Score -6629024 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -6629313.000000 Penalty: 5359.908691
	Iteration 15Q: 3 clusters Score -6629313 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -6629595.000000 Penalty: 5359.908691
	Iteration 16Q: 3 clusters Score -6629595 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -6629825.000000 Penalty: 5359.908691
	Iteration 17Q: 3 clusters Score -6629825 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -6630064.000000 Penalty: 5359.908691
	Iteration 18Q: 3 clusters Score -6630064 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -6630272.500000 Penalty: 5359.908691
	Iteration 19Q: 3 clusters Score -6630272 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -6630523.500000 Penalty: 5359.908691
	Iteration 20F: 3 clusters Score -6630524 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -6630741.500000 Penalty: 5359.908691
	Iteration 21Q: 3 clusters Score -6630742 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -6630987.500000 Penalty: 5359.908691
	Iteration 22Q: 3 clusters Score -6630988 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -6631174.000000 Penalty: 5359.908691
	Iteration 23Q: 3 clusters Score -6631174 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -6631369.500000 Penalty: 5359.908691
	Iteration 24Q: 3 clusters Score -6631370 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -6631516.000000 Penalty: 5359.908691
	Iteration 25Q: 3 clusters Score -6631516 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -6631655.500000 Penalty: 5359.908691
	Iteration 26Q: 3 clusters Score -6631656 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -6631767.500000 Penalty: 5359.908691
	Iteration 27Q: 3 clusters Score -6631768 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -6631893.000000 Penalty: 5359.908691
	Iteration 28Q: 3 clusters Score -6631893 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -6632025.000000 Penalty: 5359.908691
	Iteration 29Q: 3 clusters Score -6632025 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -6632144.500000 Penalty: 5359.908691
	Iteration 30Q: 3 clusters Score -6632144 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -6632230.000000 Penalty: 5359.908691
	Iteration 31Q: 3 clusters Score -6632230 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -6632294.500000 Penalty: 5359.908691
	Iteration 32Q: 3 clusters Score -6632294 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -6632333.000000 Penalty: 5359.908691
	Iteration 33Q: 3 clusters Score -6632333 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -6632374.500000 Penalty: 5359.908691
	Iteration 34Q: 3 clusters Score -6632374 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -6632399.000000 Penalty: 5359.908691
	Iteration 35Q: 3 clusters Score -6632399 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -6632424.500000 Penalty: 5359.908691
	Iteration 36Q: 3 clusters Score -6632424 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -6632434.000000 Penalty: 5359.908691
	Iteration 37Q: 3 clusters Score -6632434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -6632449.000000 Penalty: 5359.908691
	Iteration 38Q: 3 clusters Score -6632449 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -6632464.000000 Penalty: 5359.908691
	Iteration 39Q: 3 clusters Score -6632464 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -6632474.000000 Penalty: 5359.908691
	Iteration 40F: 3 clusters Score -6632474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -6632492.000000 Penalty: 5359.908691
	Iteration 41Q: 3 clusters Score -6632492 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -6632503.000000 Penalty: 5359.908691
	Iteration 42Q: 3 clusters Score -6632503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -6632509.000000 Penalty: 5359.908691
	Iteration 43Q: 3 clusters Score -6632509 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -6632508.000000 Penalty: 5359.908691
	Iteration 44Q: 3 clusters Score -6632508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -6632510.000000 Penalty: 5359.908691
	Iteration 45Q: 3 clusters Score -6632510 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -6632521.000000 Penalty: 5359.908691
	Iteration 46Q: 3 clusters Score -6632521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -6632516.500000 Penalty: 5359.908691
	Iteration 47Q: 3 clusters Score -6632516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -6632519.500000 Penalty: 5359.908691
	Iteration 48Q: 3 clusters Score -6632520 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -6632518.500000 Penalty: 5359.908691
	Iteration 49Q: 3 clusters Score -6632518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -6632529.000000 Penalty: 5359.908691
	Iteration 50Q: 3 clusters Score -6632529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -6632532.500000 Penalty: 5359.908691
	Iteration 51Q: 3 clusters Score -6632532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -6632539.000000 Penalty: 5359.908691
	Iteration 52Q: 3 clusters Score -6632539 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -6632537.000000 Penalty: 5359.908691
	Iteration 53Q: 3 clusters Score -6632537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -6632540.000000 Penalty: 5359.908691
	Iteration 54Q: 3 clusters Score -6632540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -6632552.500000 Penalty: 5359.908691
	Iteration 55Q: 3 clusters Score -6632552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -6632551.000000 Penalty: 5359.908691
	Iteration 56Q: 3 clusters Score -6632551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -6632551.500000 Penalty: 5359.908691
	Iteration 57Q: 3 clusters Score -6632552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -6632552.500000 Penalty: 5359.908691
	Iteration 58Q: 3 clusters Score -6632552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -6632549.500000 Penalty: 5359.908691
	Iteration 59Q: 3 clusters Score -6632550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -6632552.000000 Penalty: 5359.908691
	Iteration 60F: 3 clusters Score -6632552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -6632550.500000 Penalty: 5359.908691
	Iteration 61Q: 3 clusters Score -6632550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -6632552.000000 Penalty: 5359.908691
	Iteration 62Q: 3 clusters Score -6632552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -6632551.500000 Penalty: 5359.908691
	Iteration 63Q: 3 clusters Score -6632552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -6632553.000000 Penalty: 5359.908691
	Iteration 64Q: 3 clusters Score -6632553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -6632551.000000 Penalty: 5359.908691
	Iteration 65Q: 3 clusters Score -6632551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -6632551.000000 Penalty: 5359.908691
	Iteration 66F: 3 clusters Score -6632551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 33810 members 
Mstep: Class 3 contains 20978 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60219 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49121 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38027 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29450 members 
Mstep: Class 12 contains 85398 members 
Mstep: Class 13 contains 29511 members 
Mstep: Class 14 contains 276291 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23397 members 
Mstep: Class 17 contains 11332 members 
Mstep: Class 18 contains 25649 members 
Mstep: Class 19 contains 145303 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 45578 members 
Entering Unmasked Estep 
Score: -122231000.000000 Penalty: 91853.718750
Splitting cluster 1 changes total score from -122231632.000000 to -122231000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Entering Unmasked Estep 
Score: -4620097.500000 Penalty: 2586.270996
	Iteration 0F: 2 clusters Score -4620098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -4596941.500000 Penalty: 5172.541992
	Iteration 0F: 3 clusters Score -4596942 nChanged 15477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -4605214.500000 Penalty: 5172.541992
	Iteration 1F: 3 clusters Score -4605214 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -4605753.500000 Penalty: 5172.541992
	Iteration 2Q: 3 clusters Score -4605754 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -4606307.500000 Penalty: 5172.541992
	Iteration 3Q: 3 clusters Score -4606308 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4606993.000000 Penalty: 5172.541992
	Iteration 4Q: 3 clusters Score -4606993 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4607840.000000 Penalty: 5172.541992
	Iteration 5Q: 3 clusters Score -4607840 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -4608832.000000 Penalty: 5172.541992
	Iteration 6F: 3 clusters Score -4608832 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4609840.500000 Penalty: 5172.541992
	Iteration 7F: 3 clusters Score -4609840 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4610738.000000 Penalty: 5172.541992
	Iteration 8F: 3 clusters Score -4610738 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4611449.000000 Penalty: 5172.541992
	Iteration 9Q: 3 clusters Score -4611449 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4612060.500000 Penalty: 5172.541992
	Iteration 10Q: 3 clusters Score -4612060 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4612553.000000 Penalty: 5172.541992
	Iteration 11Q: 3 clusters Score -4612553 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4612993.000000 Penalty: 5172.541992
	Iteration 12Q: 3 clusters Score -4612993 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -4613445.500000 Penalty: 5172.541992
	Iteration 13Q: 3 clusters Score -4613446 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -4613824.500000 Penalty: 5172.541992
	Iteration 14Q: 3 clusters Score -4613824 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -4614161.500000 Penalty: 5172.541992
	Iteration 15Q: 3 clusters Score -4614162 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -4614388.500000 Penalty: 5172.541992
	Iteration 16Q: 3 clusters Score -4614388 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -4614563.000000 Penalty: 5172.541992
	Iteration 17Q: 3 clusters Score -4614563 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4614640.500000 Penalty: 5172.541992
	Iteration 18Q: 3 clusters Score -4614640 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -4614738.000000 Penalty: 5172.541992
	Iteration 19Q: 3 clusters Score -4614738 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -4614798.000000 Penalty: 5172.541992
	Iteration 20F: 3 clusters Score -4614798 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -4614849.000000 Penalty: 5172.541992
	Iteration 21Q: 3 clusters Score -4614849 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -4614887.000000 Penalty: 5172.541992
	Iteration 22Q: 3 clusters Score -4614887 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -4614917.500000 Penalty: 5172.541992
	Iteration 23Q: 3 clusters Score -4614918 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -4614973.000000 Penalty: 5172.541992
	Iteration 24Q: 3 clusters Score -4614973 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -4614985.500000 Penalty: 5172.541992
	Iteration 25Q: 3 clusters Score -4614986 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -4615013.500000 Penalty: 5172.541992
	Iteration 26Q: 3 clusters Score -4615014 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -4615043.500000 Penalty: 5172.541992
	Iteration 27Q: 3 clusters Score -4615044 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4615079.500000 Penalty: 5172.541992
	Iteration 28Q: 3 clusters Score -4615080 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -4615135.500000 Penalty: 5172.541992
	Iteration 29Q: 3 clusters Score -4615136 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -4615170.500000 Penalty: 5172.541992
	Iteration 30Q: 3 clusters Score -4615170 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4615198.500000 Penalty: 5172.541992
	Iteration 31Q: 3 clusters Score -4615198 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -4615219.000000 Penalty: 5172.541992
	Iteration 32Q: 3 clusters Score -4615219 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -4615262.000000 Penalty: 5172.541992
	Iteration 33Q: 3 clusters Score -4615262 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -4615304.000000 Penalty: 5172.541992
	Iteration 34Q: 3 clusters Score -4615304 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -4615331.000000 Penalty: 5172.541992
	Iteration 35Q: 3 clusters Score -4615331 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -4615366.500000 Penalty: 5172.541992
	Iteration 36Q: 3 clusters Score -4615366 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -4615416.500000 Penalty: 5172.541992
	Iteration 37Q: 3 clusters Score -4615416 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -4615472.500000 Penalty: 5172.541992
	Iteration 38Q: 3 clusters Score -4615472 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -4615506.500000 Penalty: 5172.541992
	Iteration 39Q: 3 clusters Score -4615506 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -4615563.000000 Penalty: 5172.541992
	Iteration 40F: 3 clusters Score -4615563 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -4615646.500000 Penalty: 5172.541992
	Iteration 41Q: 3 clusters Score -4615646 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -4615696.000000 Penalty: 5172.541992
	Iteration 42Q: 3 clusters Score -4615696 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -4615739.000000 Penalty: 5172.541992
	Iteration 43Q: 3 clusters Score -4615739 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -4615774.500000 Penalty: 5172.541992
	Iteration 44Q: 3 clusters Score -4615774 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 26427 members 
Entering Unmasked Estep 
Score: -4615815.000000 Penalty: 5172.541992
	Iteration 45Q: 3 clusters Score -4615815 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 26651 members 
Entering Unmasked Estep 
Score: -4615852.000000 Penalty: 5172.541992
	Iteration 46Q: 3 clusters Score -4615852 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -4615900.500000 Penalty: 5172.541992
	Iteration 47Q: 3 clusters Score -4615900 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -4615954.500000 Penalty: 5172.541992
	Iteration 48Q: 3 clusters Score -4615954 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -4615983.000000 Penalty: 5172.541992
	Iteration 49Q: 3 clusters Score -4615983 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -4616030.000000 Penalty: 5172.541992
	Iteration 50Q: 3 clusters Score -4616030 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -4616074.500000 Penalty: 5172.541992
	Iteration 51Q: 3 clusters Score -4616074 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -4616110.000000 Penalty: 5172.541992
	Iteration 52Q: 3 clusters Score -4616110 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -4616181.500000 Penalty: 5172.541992
	Iteration 53Q: 3 clusters Score -4616182 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -4616215.500000 Penalty: 5172.541992
	Iteration 54Q: 3 clusters Score -4616216 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -4616275.000000 Penalty: 5172.541992
	Iteration 55Q: 3 clusters Score -4616275 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -4616320.000000 Penalty: 5172.541992
	Iteration 56Q: 3 clusters Score -4616320 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -4616359.000000 Penalty: 5172.541992
	Iteration 57Q: 3 clusters Score -4616359 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -4616405.500000 Penalty: 5172.541992
	Iteration 58Q: 3 clusters Score -4616406 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -4616449.500000 Penalty: 5172.541992
	Iteration 59Q: 3 clusters Score -4616450 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -4616489.000000 Penalty: 5172.541992
	Iteration 60F: 3 clusters Score -4616489 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -4616543.500000 Penalty: 5172.541992
	Iteration 61Q: 3 clusters Score -4616544 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -4616586.000000 Penalty: 5172.541992
	Iteration 62Q: 3 clusters Score -4616586 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -4616659.000000 Penalty: 5172.541992
	Iteration 63Q: 3 clusters Score -4616659 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -4616749.000000 Penalty: 5172.541992
	Iteration 64Q: 3 clusters Score -4616749 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4616824.500000 Penalty: 5172.541992
	Iteration 65Q: 3 clusters Score -4616824 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -4616896.000000 Penalty: 5172.541992
	Iteration 66Q: 3 clusters Score -4616896 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -4616974.500000 Penalty: 5172.541992
	Iteration 67Q: 3 clusters Score -4616974 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -4617067.000000 Penalty: 5172.541992
	Iteration 68Q: 3 clusters Score -4617067 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4617150.500000 Penalty: 5172.541992
	Iteration 69Q: 3 clusters Score -4617150 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -4617199.500000 Penalty: 5172.541992
	Iteration 70Q: 3 clusters Score -4617200 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -4617251.500000 Penalty: 5172.541992
	Iteration 71Q: 3 clusters Score -4617252 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -4617313.500000 Penalty: 5172.541992
	Iteration 72Q: 3 clusters Score -4617314 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -4617380.000000 Penalty: 5172.541992
	Iteration 73Q: 3 clusters Score -4617380 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -4617417.500000 Penalty: 5172.541992
	Iteration 74Q: 3 clusters Score -4617418 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -4617460.000000 Penalty: 5172.541992
	Iteration 75Q: 3 clusters Score -4617460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 32270 members 
Entering Unmasked Estep 
Score: -4617495.000000 Penalty: 5172.541992
	Iteration 76Q: 3 clusters Score -4617495 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 32354 members 
Entering Unmasked Estep 
Score: -4617529.000000 Penalty: 5172.541992
	Iteration 77Q: 3 clusters Score -4617529 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -4617568.500000 Penalty: 5172.541992
	Iteration 78Q: 3 clusters Score -4617568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -4617616.500000 Penalty: 5172.541992
	Iteration 79Q: 3 clusters Score -4617616 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -4617651.000000 Penalty: 5172.541992
	Iteration 80F: 3 clusters Score -4617651 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -4617678.000000 Penalty: 5172.541992
	Iteration 81Q: 3 clusters Score -4617678 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -4617707.000000 Penalty: 5172.541992
	Iteration 82Q: 3 clusters Score -4617707 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -4617732.000000 Penalty: 5172.541992
	Iteration 83Q: 3 clusters Score -4617732 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -4617762.500000 Penalty: 5172.541992
	Iteration 84Q: 3 clusters Score -4617762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4617787.000000 Penalty: 5172.541992
	Iteration 85Q: 3 clusters Score -4617787 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -4617810.500000 Penalty: 5172.541992
	Iteration 86Q: 3 clusters Score -4617810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -4617817.500000 Penalty: 5172.541992
	Iteration 87Q: 3 clusters Score -4617818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4617830.000000 Penalty: 5172.541992
	Iteration 88Q: 3 clusters Score -4617830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -4617835.500000 Penalty: 5172.541992
	Iteration 89Q: 3 clusters Score -4617836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4617837.500000 Penalty: 5172.541992
	Iteration 90Q: 3 clusters Score -4617838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -4617843.000000 Penalty: 5172.541992
	Iteration 91Q: 3 clusters Score -4617843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -4617849.000000 Penalty: 5172.541992
	Iteration 92Q: 3 clusters Score -4617849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4617853.000000 Penalty: 5172.541992
	Iteration 93Q: 3 clusters Score -4617853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -4617865.500000 Penalty: 5172.541992
	Iteration 94Q: 3 clusters Score -4617866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4617872.000000 Penalty: 5172.541992
	Iteration 95Q: 3 clusters Score -4617872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -4617870.000000 Penalty: 5172.541992
	Iteration 96Q: 3 clusters Score -4617870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -4617870.000000 Penalty: 5172.541992
	Iteration 97Q: 3 clusters Score -4617870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -4617873.500000 Penalty: 5172.541992
	Iteration 98Q: 3 clusters Score -4617874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -4617879.000000 Penalty: 5172.541992
	Iteration 99Q: 3 clusters Score -4617879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 33014 members 
Entering Unmasked Estep 
Score: -4617885.000000 Penalty: 5172.541992
	Iteration 100F: 3 clusters Score -4617885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4617886.000000 Penalty: 5172.541992
	Iteration 101Q: 3 clusters Score -4617886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4617882.500000 Penalty: 5172.541992
	Iteration 102Q: 3 clusters Score -4617882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -4617889.500000 Penalty: 5172.541992
	Iteration 103Q: 3 clusters Score -4617890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 33032 members 
Entering Unmasked Estep 
Score: -4617888.000000 Penalty: 5172.541992
	Iteration 104Q: 3 clusters Score -4617888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4617900.500000 Penalty: 5172.541992
	Iteration 105Q: 3 clusters Score -4617900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -4617896.500000 Penalty: 5172.541992
	Iteration 106Q: 3 clusters Score -4617896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -4617903.500000 Penalty: 5172.541992
	Iteration 107Q: 3 clusters Score -4617904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -4617904.000000 Penalty: 5172.541992
	Iteration 108Q: 3 clusters Score -4617904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -4617903.000000 Penalty: 5172.541992
	Iteration 109Q: 3 clusters Score -4617903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -4617903.500000 Penalty: 5172.541992
	Iteration 110Q: 3 clusters Score -4617904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4617904.000000 Penalty: 5172.541992
	Iteration 111Q: 3 clusters Score -4617904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -4617908.500000 Penalty: 5172.541992
	Iteration 112Q: 3 clusters Score -4617908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -4617906.000000 Penalty: 5172.541992
	Iteration 113Q: 3 clusters Score -4617906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4617912.000000 Penalty: 5172.541992
	Iteration 114Q: 3 clusters Score -4617912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 33082 members 
Entering Unmasked Estep 
Score: -4617912.500000 Penalty: 5172.541992
	Iteration 115Q: 3 clusters Score -4617912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -4617917.000000 Penalty: 5172.541992
	Iteration 116Q: 3 clusters Score -4617917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -4617912.500000 Penalty: 5172.541992
	Iteration 117Q: 3 clusters Score -4617912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -4617913.500000 Penalty: 5172.541992
	Iteration 118Q: 3 clusters Score -4617914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -4617915.000000 Penalty: 5172.541992
	Iteration 119Q: 3 clusters Score -4617915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -4617915.500000 Penalty: 5172.541992
	Iteration 120F: 3 clusters Score -4617916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -4617915.500000 Penalty: 5172.541992
	Iteration 121Q: 3 clusters Score -4617916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -4617916.000000 Penalty: 5172.541992
	Iteration 122Q: 3 clusters Score -4617916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4617917.000000 Penalty: 5172.541992
	Iteration 123Q: 3 clusters Score -4617917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4617913.500000 Penalty: 5172.541992
	Iteration 124Q: 3 clusters Score -4617914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4617913.500000 Penalty: 5172.541992
	Iteration 125F: 3 clusters Score -4617914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -2839098.250000 Penalty: 2467.904785
	Iteration 0F: 2 clusters Score -2839098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2824405.250000 Penalty: 4935.809570
	Iteration 0F: 3 clusters Score -2824405 nChanged 9135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2829217.250000 Penalty: 4935.809570
	Iteration 1F: 3 clusters Score -2829217 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2829585.000000 Penalty: 4935.809570
	Iteration 2Q: 3 clusters Score -2829585 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -2829886.000000 Penalty: 4935.809570
	Iteration 3Q: 3 clusters Score -2829886 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2830131.250000 Penalty: 4935.809570
	Iteration 4Q: 3 clusters Score -2830131 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2830318.750000 Penalty: 4935.809570
	Iteration 5Q: 3 clusters Score -2830319 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2830511.750000 Penalty: 4935.809570
	Iteration 6Q: 3 clusters Score -2830512 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2830711.750000 Penalty: 4935.809570
	Iteration 7Q: 3 clusters Score -2830712 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2830945.500000 Penalty: 4935.809570
	Iteration 8Q: 3 clusters Score -2830946 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2831186.750000 Penalty: 4935.809570
	Iteration 9Q: 3 clusters Score -2831187 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2831426.500000 Penalty: 4935.809570
	Iteration 10Q: 3 clusters Score -2831426 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2831764.500000 Penalty: 4935.809570
	Iteration 11Q: 3 clusters Score -2831764 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2832228.500000 Penalty: 4935.809570
	Iteration 12Q: 3 clusters Score -2832228 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2832735.750000 Penalty: 4935.809570
	Iteration 13Q: 3 clusters Score -2832736 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2833262.500000 Penalty: 4935.809570
	Iteration 14Q: 3 clusters Score -2833262 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2833770.250000 Penalty: 4935.809570
	Iteration 15Q: 3 clusters Score -2833770 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2834243.250000 Penalty: 4935.809570
	Iteration 16Q: 3 clusters Score -2834243 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2834593.250000 Penalty: 4935.809570
	Iteration 17Q: 3 clusters Score -2834593 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2834847.000000 Penalty: 4935.809570
	Iteration 18Q: 3 clusters Score -2834847 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -2835025.500000 Penalty: 4935.809570
	Iteration 19Q: 3 clusters Score -2835026 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13934 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2835150.250000 Penalty: 4935.809570
	Iteration 20F: 3 clusters Score -2835150 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2835258.250000 Penalty: 4935.809570
	Iteration 21Q: 3 clusters Score -2835258 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -2835333.750000 Penalty: 4935.809570
	Iteration 22Q: 3 clusters Score -2835334 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -2835397.250000 Penalty: 4935.809570
	Iteration 23Q: 3 clusters Score -2835397 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2835442.750000 Penalty: 4935.809570
	Iteration 24Q: 3 clusters Score -2835443 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2835487.000000 Penalty: 4935.809570
	Iteration 25Q: 3 clusters Score -2835487 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2835519.500000 Penalty: 4935.809570
	Iteration 26Q: 3 clusters Score -2835520 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -2835540.250000 Penalty: 4935.809570
	Iteration 27Q: 3 clusters Score -2835540 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2835583.750000 Penalty: 4935.809570
	Iteration 28Q: 3 clusters Score -2835584 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2835601.500000 Penalty: 4935.809570
	Iteration 29Q: 3 clusters Score -2835602 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2835630.500000 Penalty: 4935.809570
	Iteration 30Q: 3 clusters Score -2835630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2835666.750000 Penalty: 4935.809570
	Iteration 31Q: 3 clusters Score -2835667 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -2835690.750000 Penalty: 4935.809570
	Iteration 32Q: 3 clusters Score -2835691 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2835705.500000 Penalty: 4935.809570
	Iteration 33Q: 3 clusters Score -2835706 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -2835732.000000 Penalty: 4935.809570
	Iteration 34Q: 3 clusters Score -2835732 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2835755.000000 Penalty: 4935.809570
	Iteration 35Q: 3 clusters Score -2835755 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -2835781.500000 Penalty: 4935.809570
	Iteration 36Q: 3 clusters Score -2835782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -2835816.750000 Penalty: 4935.809570
	Iteration 37Q: 3 clusters Score -2835817 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2835847.750000 Penalty: 4935.809570
	Iteration 38Q: 3 clusters Score -2835848 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2835863.250000 Penalty: 4935.809570
	Iteration 39Q: 3 clusters Score -2835863 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2835883.500000 Penalty: 4935.809570
	Iteration 40F: 3 clusters Score -2835884 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2835906.000000 Penalty: 4935.809570
	Iteration 41Q: 3 clusters Score -2835906 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2835955.750000 Penalty: 4935.809570
	Iteration 42Q: 3 clusters Score -2835956 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2836001.500000 Penalty: 4935.809570
	Iteration 43Q: 3 clusters Score -2836002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2836037.000000 Penalty: 4935.809570
	Iteration 44Q: 3 clusters Score -2836037 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2836067.250000 Penalty: 4935.809570
	Iteration 45Q: 3 clusters Score -2836067 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2836105.250000 Penalty: 4935.809570
	Iteration 46Q: 3 clusters Score -2836105 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -2836166.000000 Penalty: 4935.809570
	Iteration 47Q: 3 clusters Score -2836166 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2836221.250000 Penalty: 4935.809570
	Iteration 48Q: 3 clusters Score -2836221 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2836274.000000 Penalty: 4935.809570
	Iteration 49Q: 3 clusters Score -2836274 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2836350.500000 Penalty: 4935.809570
	Iteration 50Q: 3 clusters Score -2836350 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -2836433.250000 Penalty: 4935.809570
	Iteration 51Q: 3 clusters Score -2836433 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2836521.750000 Penalty: 4935.809570
	Iteration 52Q: 3 clusters Score -2836522 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2836591.250000 Penalty: 4935.809570
	Iteration 53Q: 3 clusters Score -2836591 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2836668.250000 Penalty: 4935.809570
	Iteration 54Q: 3 clusters Score -2836668 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2836750.250000 Penalty: 4935.809570
	Iteration 55Q: 3 clusters Score -2836750 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2836817.500000 Penalty: 4935.809570
	Iteration 56Q: 3 clusters Score -2836818 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2836849.750000 Penalty: 4935.809570
	Iteration 57Q: 3 clusters Score -2836850 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2836901.250000 Penalty: 4935.809570
	Iteration 58Q: 3 clusters Score -2836901 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2836941.500000 Penalty: 4935.809570
	Iteration 59Q: 3 clusters Score -2836942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2836962.500000 Penalty: 4935.809570
	Iteration 60F: 3 clusters Score -2836962 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2836992.750000 Penalty: 4935.809570
	Iteration 61Q: 3 clusters Score -2836993 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2837022.750000 Penalty: 4935.809570
	Iteration 62Q: 3 clusters Score -2837023 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2837061.500000 Penalty: 4935.809570
	Iteration 63Q: 3 clusters Score -2837062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2837091.000000 Penalty: 4935.809570
	Iteration 64Q: 3 clusters Score -2837091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2837104.500000 Penalty: 4935.809570
	Iteration 65Q: 3 clusters Score -2837104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2837113.750000 Penalty: 4935.809570
	Iteration 66Q: 3 clusters Score -2837114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19766 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2837129.750000 Penalty: 4935.809570
	Iteration 67Q: 3 clusters Score -2837130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2837150.250000 Penalty: 4935.809570
	Iteration 68Q: 3 clusters Score -2837150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2837161.000000 Penalty: 4935.809570
	Iteration 69Q: 3 clusters Score -2837161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2837178.750000 Penalty: 4935.809570
	Iteration 70Q: 3 clusters Score -2837179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2837184.000000 Penalty: 4935.809570
	Iteration 71Q: 3 clusters Score -2837184 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2837197.000000 Penalty: 4935.809570
	Iteration 72Q: 3 clusters Score -2837197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2837208.500000 Penalty: 4935.809570
	Iteration 73Q: 3 clusters Score -2837208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2837215.250000 Penalty: 4935.809570
	Iteration 74Q: 3 clusters Score -2837215 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2837217.250000 Penalty: 4935.809570
	Iteration 75Q: 3 clusters Score -2837217 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2837230.250000 Penalty: 4935.809570
	Iteration 76Q: 3 clusters Score -2837230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2837233.000000 Penalty: 4935.809570
	Iteration 77Q: 3 clusters Score -2837233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2837239.500000 Penalty: 4935.809570
	Iteration 78Q: 3 clusters Score -2837240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2837246.250000 Penalty: 4935.809570
	Iteration 79Q: 3 clusters Score -2837246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2837251.500000 Penalty: 4935.809570
	Iteration 80F: 3 clusters Score -2837252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2837253.750000 Penalty: 4935.809570
	Iteration 81Q: 3 clusters Score -2837254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2837258.500000 Penalty: 4935.809570
	Iteration 82Q: 3 clusters Score -2837258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2837266.000000 Penalty: 4935.809570
	Iteration 83Q: 3 clusters Score -2837266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2837268.500000 Penalty: 4935.809570
	Iteration 84Q: 3 clusters Score -2837268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2837272.250000 Penalty: 4935.809570
	Iteration 85Q: 3 clusters Score -2837272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2837272.750000 Penalty: 4935.809570
	Iteration 86Q: 3 clusters Score -2837273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2837270.000000 Penalty: 4935.809570
	Iteration 87Q: 3 clusters Score -2837270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2837269.250000 Penalty: 4935.809570
	Iteration 88Q: 3 clusters Score -2837269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2837268.250000 Penalty: 4935.809570
	Iteration 89Q: 3 clusters Score -2837268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2837274.750000 Penalty: 4935.809570
	Iteration 90Q: 3 clusters Score -2837275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2837271.000000 Penalty: 4935.809570
	Iteration 91Q: 3 clusters Score -2837271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2837274.750000 Penalty: 4935.809570
	Iteration 92Q: 3 clusters Score -2837275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2837272.250000 Penalty: 4935.809570
	Iteration 93Q: 3 clusters Score -2837272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2837272.250000 Penalty: 4935.809570
	Iteration 94F: 3 clusters Score -2837272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Entering Unmasked Estep 
Score: -427630.093750 Penalty: 1985.992188
	Iteration 0F: 2 clusters Score -427630.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -424328.312500 Penalty: 3971.984375
	Iteration 0F: 3 clusters Score -424328.3 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -425021.406250 Penalty: 3971.984375
	Iteration 1F: 3 clusters Score -425021.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -425200.437500 Penalty: 3971.984375
	Iteration 2F: 3 clusters Score -425200.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -425294.781250 Penalty: 3971.984375
	Iteration 3Q: 3 clusters Score -425294.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -425353.625000 Penalty: 3971.984375
	Iteration 4Q: 3 clusters Score -425353.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -425379.625000 Penalty: 3971.984375
	Iteration 5Q: 3 clusters Score -425379.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -425407.750000 Penalty: 3971.984375
	Iteration 6Q: 3 clusters Score -425407.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -425427.343750 Penalty: 3971.984375
	Iteration 7Q: 3 clusters Score -425427.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -425443.656250 Penalty: 3971.984375
	Iteration 8Q: 3 clusters Score -425443.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -425454.812500 Penalty: 3971.984375
	Iteration 9Q: 3 clusters Score -425454.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -425462.937500 Penalty: 3971.984375
	Iteration 10Q: 3 clusters Score -425462.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -425470.000000 Penalty: 3971.984375
	Iteration 11Q: 3 clusters Score -425470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -425473.437500 Penalty: 3971.984375
	Iteration 12Q: 3 clusters Score -425473.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -425478.562500 Penalty: 3971.984375
	Iteration 13Q: 3 clusters Score -425478.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -425487.625000 Penalty: 3971.984375
	Iteration 14Q: 3 clusters Score -425487.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -425494.156250 Penalty: 3971.984375
	Iteration 15Q: 3 clusters Score -425494.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -425497.281250 Penalty: 3971.984375
	Iteration 16Q: 3 clusters Score -425497.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -425499.750000 Penalty: 3971.984375
	Iteration 17Q: 3 clusters Score -425499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -425500.906250 Penalty: 3971.984375
	Iteration 18Q: 3 clusters Score -425500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -425501.968750 Penalty: 3971.984375
	Iteration 19Q: 3 clusters Score -425502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -425501.968750 Penalty: 3971.984375
	Iteration 20F: 3 clusters Score -425502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Entering Unmasked Estep 
Score: -8132076.000000 Penalty: 2729.424316
	Iteration 0F: 2 clusters Score -8132076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -8091654.500000 Penalty: 5458.848633
	Iteration 0F: 3 clusters Score -8091654 nChanged 28105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 30433 members 
Entering Unmasked Estep 
Score: -8107464.000000 Penalty: 5458.848633
	Iteration 1F: 3 clusters Score -8107464 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -8108108.000000 Penalty: 5458.848633
	Iteration 2Q: 3 clusters Score -8108108 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -8108719.000000 Penalty: 5458.848633
	Iteration 3Q: 3 clusters Score -8108719 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -8109382.500000 Penalty: 5458.848633
	Iteration 4Q: 3 clusters Score -8109382 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28203 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -8110226.000000 Penalty: 5458.848633
	Iteration 5Q: 3 clusters Score -8110226 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -8111238.500000 Penalty: 5458.848633
	Iteration 6Q: 3 clusters Score -8111238 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -8112479.500000 Penalty: 5458.848633
	Iteration 7Q: 3 clusters Score -8112480 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -8114133.500000 Penalty: 5458.848633
	Iteration 8Q: 3 clusters Score -8114134 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -8116076.500000 Penalty: 5458.848633
	Iteration 9F: 3 clusters Score -8116076 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -8118407.000000 Penalty: 5458.848633
	Iteration 10F: 3 clusters Score -8118407 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -8120829.000000 Penalty: 5458.848633
	Iteration 11F: 3 clusters Score -8120829 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -8122915.000000 Penalty: 5458.848633
	Iteration 12Q: 3 clusters Score -8122915 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 49071 members 
Entering Unmasked Estep 
Score: -8124574.000000 Penalty: 5458.848633
	Iteration 13Q: 3 clusters Score -8124574 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 50951 members 
Entering Unmasked Estep 
Score: -8125888.000000 Penalty: 5458.848633
	Iteration 14Q: 3 clusters Score -8125888 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -8126958.000000 Penalty: 5458.848633
	Iteration 15Q: 3 clusters Score -8126958 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 53839 members 
Entering Unmasked Estep 
Score: -8127838.500000 Penalty: 5458.848633
	Iteration 16Q: 3 clusters Score -8127838 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -8128502.500000 Penalty: 5458.848633
	Iteration 17Q: 3 clusters Score -8128502 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -8129067.500000 Penalty: 5458.848633
	Iteration 18Q: 3 clusters Score -8129068 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -8129537.500000 Penalty: 5458.848633
	Iteration 19Q: 3 clusters Score -8129538 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -8129815.500000 Penalty: 5458.848633
	Iteration 20F: 3 clusters Score -8129816 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 57550 members 
Entering Unmasked Estep 
Score: -8130064.000000 Penalty: 5458.848633
	Iteration 21Q: 3 clusters Score -8130064 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 57874 members 
Entering Unmasked Estep 
Score: -8130222.500000 Penalty: 5458.848633
	Iteration 22Q: 3 clusters Score -8130222 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -8130325.500000 Penalty: 5458.848633
	Iteration 23Q: 3 clusters Score -8130326 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 58288 members 
Entering Unmasked Estep 
Score: -8130378.500000 Penalty: 5458.848633
	Iteration 24Q: 3 clusters Score -8130378 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 58425 members 
Entering Unmasked Estep 
Score: -8130459.500000 Penalty: 5458.848633
	Iteration 25Q: 3 clusters Score -8130460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 58536 members 
Entering Unmasked Estep 
Score: -8130523.500000 Penalty: 5458.848633
	Iteration 26Q: 3 clusters Score -8130524 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 58630 members 
Entering Unmasked Estep 
Score: -8130565.000000 Penalty: 5458.848633
	Iteration 27Q: 3 clusters Score -8130565 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 58705 members 
Entering Unmasked Estep 
Score: -8130612.500000 Penalty: 5458.848633
	Iteration 28Q: 3 clusters Score -8130612 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 58777 members 
Entering Unmasked Estep 
Score: -8130671.000000 Penalty: 5458.848633
	Iteration 29Q: 3 clusters Score -8130671 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 58836 members 
Entering Unmasked Estep 
Score: -8130738.000000 Penalty: 5458.848633
	Iteration 30Q: 3 clusters Score -8130738 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 58893 members 
Entering Unmasked Estep 
Score: -8130779.000000 Penalty: 5458.848633
	Iteration 31Q: 3 clusters Score -8130779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -8130794.000000 Penalty: 5458.848633
	Iteration 32Q: 3 clusters Score -8130794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 58967 members 
Entering Unmasked Estep 
Score: -8130795.000000 Penalty: 5458.848633
	Iteration 33Q: 3 clusters Score -8130795 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 58985 members 
Entering Unmasked Estep 
Score: -8130806.500000 Penalty: 5458.848633
	Iteration 34Q: 3 clusters Score -8130806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 58996 members 
Entering Unmasked Estep 
Score: -8130812.500000 Penalty: 5458.848633
	Iteration 35Q: 3 clusters Score -8130812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -8130807.500000 Penalty: 5458.848633
	Iteration 36Q: 3 clusters Score -8130808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -8130820.000000 Penalty: 5458.848633
	Iteration 37Q: 3 clusters Score -8130820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -8130818.000000 Penalty: 5458.848633
	Iteration 38Q: 3 clusters Score -8130818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -8130820.000000 Penalty: 5458.848633
	Iteration 39Q: 3 clusters Score -8130820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -8130825.000000 Penalty: 5458.848633
	Iteration 40F: 3 clusters Score -8130825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -8130825.500000 Penalty: 5458.848633
	Iteration 41Q: 3 clusters Score -8130826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -8130823.500000 Penalty: 5458.848633
	Iteration 42Q: 3 clusters Score -8130824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 59002 members 
Entering Unmasked Estep 
Score: -8130821.500000 Penalty: 5458.848633
	Iteration 43Q: 3 clusters Score -8130822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -8130823.000000 Penalty: 5458.848633
	Iteration 44Q: 3 clusters Score -8130823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 59003 members 
Entering Unmasked Estep 
Score: -8130829.500000 Penalty: 5458.848633
	Iteration 45Q: 3 clusters Score -8130830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 59004 members 
Entering Unmasked Estep 
Score: -8130824.500000 Penalty: 5458.848633
	Iteration 46Q: 3 clusters Score -8130824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -8130826.000000 Penalty: 5458.848633
	Iteration 47Q: 3 clusters Score -8130826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 59006 members 
Entering Unmasked Estep 
Score: -8130828.500000 Penalty: 5458.848633
	Iteration 48Q: 3 clusters Score -8130828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 59009 members 
Entering Unmasked Estep 
Score: -8130830.000000 Penalty: 5458.848633
	Iteration 49Q: 3 clusters Score -8130830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -8130823.000000 Penalty: 5458.848633
	Iteration 50Q: 3 clusters Score -8130823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 59014 members 
Entering Unmasked Estep 
Score: -8130832.500000 Penalty: 5458.848633
	Iteration 51Q: 3 clusters Score -8130832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -8130830.000000 Penalty: 5458.848633
	Iteration 52Q: 3 clusters Score -8130830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 59015 members 
Entering Unmasked Estep 
Score: -8130830.000000 Penalty: 5458.848633
	Iteration 53F: 3 clusters Score -8130830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103456.054688 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -101705.695312 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101705.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102138.179688 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102138.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -102443.117188 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -102443.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -102738.335938 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -102738.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -103115.484375 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -103115.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -103562.546875 Penalty: 3322.340820
	Iteration 5F: 3 clusters Score -103562.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -103936.531250 Penalty: 3322.340820
	Iteration 6F: 3 clusters Score -103936.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -104138.000000 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -104138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -104198.000000 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -104198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -104225.992188 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -104226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -104245.562500 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -104245.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -104250.085938 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -104250.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -104251.898438 Penalty: 3322.340820
	Iteration 12F: 3 clusters Score -104251.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -104257.882812 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -104257.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -104257.882812 Penalty: 3322.340820
	Iteration 14F: 3 clusters Score -104257.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 33810 members 
Mstep: Class 3 contains 20978 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60219 members 
Mstep: Class 6 contains 616 members 
Mstep: Class 7 contains 49121 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38027 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29450 members 
Mstep: Class 12 contains 85398 members 
Mstep: Class 13 contains 29511 members 
Mstep: Class 14 contains 276291 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23397 members 
Mstep: Class 17 contains 11332 members 
Mstep: Class 18 contains 25649 members 
Mstep: Class 19 contains 145303 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 195 members 
Entering Unmasked Estep 
Score: -122230288.000000 Penalty: 91853.718750
Splitting cluster 6 changes total score from -122231632.000000 to -122230288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (49121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Entering Unmasked Estep 
Score: -6791452.500000 Penalty: 2678.906494
	Iteration 0F: 2 clusters Score -6791452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -6758219.000000 Penalty: 5357.812988
	Iteration 0F: 3 clusters Score -6758219 nChanged 22739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -6770597.000000 Penalty: 5357.812988
	Iteration 1F: 3 clusters Score -6770597 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -6771326.000000 Penalty: 5357.812988
	Iteration 2Q: 3 clusters Score -6771326 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -6772203.500000 Penalty: 5357.812988
	Iteration 3Q: 3 clusters Score -6772204 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -6773393.000000 Penalty: 5357.812988
	Iteration 4F: 3 clusters Score -6773393 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -6774911.500000 Penalty: 5357.812988
	Iteration 5F: 3 clusters Score -6774912 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -6776790.000000 Penalty: 5357.812988
	Iteration 6F: 3 clusters Score -6776790 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -6778487.500000 Penalty: 5357.812988
	Iteration 7F: 3 clusters Score -6778488 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -6779911.000000 Penalty: 5357.812988
	Iteration 8F: 3 clusters Score -6779911 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -6780846.000000 Penalty: 5357.812988
	Iteration 9Q: 3 clusters Score -6780846 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -6781444.500000 Penalty: 5357.812988
	Iteration 10Q: 3 clusters Score -6781444 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -6781798.000000 Penalty: 5357.812988
	Iteration 11Q: 3 clusters Score -6781798 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -6782054.500000 Penalty: 5357.812988
	Iteration 12Q: 3 clusters Score -6782054 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -6782274.500000 Penalty: 5357.812988
	Iteration 13Q: 3 clusters Score -6782274 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -6782433.000000 Penalty: 5357.812988
	Iteration 14Q: 3 clusters Score -6782433 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -6782599.000000 Penalty: 5357.812988
	Iteration 15Q: 3 clusters Score -6782599 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -6782833.000000 Penalty: 5357.812988
	Iteration 16Q: 3 clusters Score -6782833 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -6783086.000000 Penalty: 5357.812988
	Iteration 17Q: 3 clusters Score -6783086 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -6783382.500000 Penalty: 5357.812988
	Iteration 18Q: 3 clusters Score -6783382 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -6783692.000000 Penalty: 5357.812988
	Iteration 19Q: 3 clusters Score -6783692 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -6784107.000000 Penalty: 5357.812988
	Iteration 20F: 3 clusters Score -6784107 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -6784581.000000 Penalty: 5357.812988
	Iteration 21Q: 3 clusters Score -6784581 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -6785177.500000 Penalty: 5357.812988
	Iteration 22Q: 3 clusters Score -6785178 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -6785739.500000 Penalty: 5357.812988
	Iteration 23Q: 3 clusters Score -6785740 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -6786298.500000 Penalty: 5357.812988
	Iteration 24Q: 3 clusters Score -6786298 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -6786832.000000 Penalty: 5357.812988
	Iteration 25Q: 3 clusters Score -6786832 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -6787309.000000 Penalty: 5357.812988
	Iteration 26Q: 3 clusters Score -6787309 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -6787700.500000 Penalty: 5357.812988
	Iteration 27Q: 3 clusters Score -6787700 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -6788017.000000 Penalty: 5357.812988
	Iteration 28Q: 3 clusters Score -6788017 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6788261.500000 Penalty: 5357.812988
	Iteration 29Q: 3 clusters Score -6788262 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6788468.500000 Penalty: 5357.812988
	Iteration 30Q: 3 clusters Score -6788468 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47293 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6788610.000000 Penalty: 5357.812988
	Iteration 31Q: 3 clusters Score -6788610 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47483 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6788720.000000 Penalty: 5357.812988
	Iteration 32Q: 3 clusters Score -6788720 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6788827.000000 Penalty: 5357.812988
	Iteration 33Q: 3 clusters Score -6788827 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -6788880.000000 Penalty: 5357.812988
	Iteration 34Q: 3 clusters Score -6788880 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -6788927.500000 Penalty: 5357.812988
	Iteration 35Q: 3 clusters Score -6788928 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -6788992.500000 Penalty: 5357.812988
	Iteration 36Q: 3 clusters Score -6788992 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6789027.500000 Penalty: 5357.812988
	Iteration 37Q: 3 clusters Score -6789028 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6789079.500000 Penalty: 5357.812988
	Iteration 38Q: 3 clusters Score -6789080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6789103.000000 Penalty: 5357.812988
	Iteration 39Q: 3 clusters Score -6789103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48220 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6789136.000000 Penalty: 5357.812988
	Iteration 40F: 3 clusters Score -6789136 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6789155.500000 Penalty: 5357.812988
	Iteration 41Q: 3 clusters Score -6789156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6789167.000000 Penalty: 5357.812988
	Iteration 42Q: 3 clusters Score -6789167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6789170.000000 Penalty: 5357.812988
	Iteration 43Q: 3 clusters Score -6789170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6789183.500000 Penalty: 5357.812988
	Iteration 44Q: 3 clusters Score -6789184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6789189.500000 Penalty: 5357.812988
	Iteration 45Q: 3 clusters Score -6789190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48311 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -6789197.000000 Penalty: 5357.812988
	Iteration 46Q: 3 clusters Score -6789197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6789207.000000 Penalty: 5357.812988
	Iteration 47Q: 3 clusters Score -6789207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6789200.500000 Penalty: 5357.812988
	Iteration 48Q: 3 clusters Score -6789200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -6789213.500000 Penalty: 5357.812988
	Iteration 49Q: 3 clusters Score -6789214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6789214.000000 Penalty: 5357.812988
	Iteration 50Q: 3 clusters Score -6789214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6789223.500000 Penalty: 5357.812988
	Iteration 51Q: 3 clusters Score -6789224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48349 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6789222.500000 Penalty: 5357.812988
	Iteration 52Q: 3 clusters Score -6789222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6789222.500000 Penalty: 5357.812988
	Iteration 53Q: 3 clusters Score -6789222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48354 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6789223.000000 Penalty: 5357.812988
	Iteration 54Q: 3 clusters Score -6789223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48356 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6789232.500000 Penalty: 5357.812988
	Iteration 55Q: 3 clusters Score -6789232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6789229.500000 Penalty: 5357.812988
	Iteration 56Q: 3 clusters Score -6789230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6789231.000000 Penalty: 5357.812988
	Iteration 57Q: 3 clusters Score -6789231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -6789230.500000 Penalty: 5357.812988
	Iteration 58Q: 3 clusters Score -6789230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48361 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6789235.500000 Penalty: 5357.812988
	Iteration 59Q: 3 clusters Score -6789236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48364 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6789224.000000 Penalty: 5357.812988
	Iteration 60F: 3 clusters Score -6789224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -6789231.000000 Penalty: 5357.812988
	Iteration 61Q: 3 clusters Score -6789231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6789236.000000 Penalty: 5357.812988
	Iteration 62Q: 3 clusters Score -6789236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6789241.000000 Penalty: 5357.812988
	Iteration 63Q: 3 clusters Score -6789241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -6789249.000000 Penalty: 5357.812988
	Iteration 64Q: 3 clusters Score -6789249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6789241.000000 Penalty: 5357.812988
	Iteration 65Q: 3 clusters Score -6789241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6789251.000000 Penalty: 5357.812988
	Iteration 66Q: 3 clusters Score -6789251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6789254.500000 Penalty: 5357.812988
	Iteration 67Q: 3 clusters Score -6789254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6789254.500000 Penalty: 5357.812988
	Iteration 68Q: 3 clusters Score -6789254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6789250.000000 Penalty: 5357.812988
	Iteration 69Q: 3 clusters Score -6789250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6789250.000000 Penalty: 5357.812988
	Iteration 70F: 3 clusters Score -6789250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Entering Unmasked Estep 
Score: -766562.250000 Penalty: 2145.800781
	Iteration 0F: 2 clusters Score -766562.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -761626.062500 Penalty: 4291.601562
	Iteration 0F: 3 clusters Score -761626.1 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -762969.312500 Penalty: 4291.601562
	Iteration 1F: 3 clusters Score -762969.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -763392.437500 Penalty: 4291.601562
	Iteration 2F: 3 clusters Score -763392.4 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -763744.687500 Penalty: 4291.601562
	Iteration 3F: 3 clusters Score -763744.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -764081.125000 Penalty: 4291.601562
	Iteration 4F: 3 clusters Score -764081.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -764380.500000 Penalty: 4291.601562
	Iteration 5F: 3 clusters Score -764380.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -764617.750000 Penalty: 4291.601562
	Iteration 6F: 3 clusters Score -764617.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -764769.687500 Penalty: 4291.601562
	Iteration 7Q: 3 clusters Score -764769.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -764880.187500 Penalty: 4291.601562
	Iteration 8Q: 3 clusters Score -764880.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -764960.125000 Penalty: 4291.601562
	Iteration 9Q: 3 clusters Score -764960.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -765017.375000 Penalty: 4291.601562
	Iteration 10Q: 3 clusters Score -765017.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -765059.437500 Penalty: 4291.601562
	Iteration 11Q: 3 clusters Score -765059.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -765099.625000 Penalty: 4291.601562
	Iteration 12Q: 3 clusters Score -765099.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -765128.375000 Penalty: 4291.601562
	Iteration 13Q: 3 clusters Score -765128.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -765150.875000 Penalty: 4291.601562
	Iteration 14Q: 3 clusters Score -765150.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -765166.562500 Penalty: 4291.601562
	Iteration 15Q: 3 clusters Score -765166.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -765182.812500 Penalty: 4291.601562
	Iteration 16Q: 3 clusters Score -765182.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -765197.625000 Penalty: 4291.601562
	Iteration 17Q: 3 clusters Score -765197.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -765208.875000 Penalty: 4291.601562
	Iteration 18Q: 3 clusters Score -765208.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -765223.125000 Penalty: 4291.601562
	Iteration 19Q: 3 clusters Score -765223.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -765232.187500 Penalty: 4291.601562
	Iteration 20F: 3 clusters Score -765232.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -765241.062500 Penalty: 4291.601562
	Iteration 21Q: 3 clusters Score -765241.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -765247.687500 Penalty: 4291.601562
	Iteration 22Q: 3 clusters Score -765247.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -765257.625000 Penalty: 4291.601562
	Iteration 23Q: 3 clusters Score -765257.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -765263.062500 Penalty: 4291.601562
	Iteration 24Q: 3 clusters Score -765263.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -765266.312500 Penalty: 4291.601562
	Iteration 25Q: 3 clusters Score -765266.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -765270.750000 Penalty: 4291.601562
	Iteration 26Q: 3 clusters Score -765270.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -765271.937500 Penalty: 4291.601562
	Iteration 27Q: 3 clusters Score -765271.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -765275.562500 Penalty: 4291.601562
	Iteration 28Q: 3 clusters Score -765275.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -765276.312500 Penalty: 4291.601562
	Iteration 29Q: 3 clusters Score -765276.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -765279.562500 Penalty: 4291.601562
	Iteration 30Q: 3 clusters Score -765279.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -765279.937500 Penalty: 4291.601562
	Iteration 31Q: 3 clusters Score -765279.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -765284.500000 Penalty: 4291.601562
	Iteration 32Q: 3 clusters Score -765284.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -765286.312500 Penalty: 4291.601562
	Iteration 33Q: 3 clusters Score -765286.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -765287.250000 Penalty: 4291.601562
	Iteration 34Q: 3 clusters Score -765287.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -765289.562500 Penalty: 4291.601562
	Iteration 35Q: 3 clusters Score -765289.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -765291.687500 Penalty: 4291.601562
	Iteration 36Q: 3 clusters Score -765291.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -765293.687500 Penalty: 4291.601562
	Iteration 37Q: 3 clusters Score -765293.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -765297.500000 Penalty: 4291.601562
	Iteration 38Q: 3 clusters Score -765297.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -765300.937500 Penalty: 4291.601562
	Iteration 39Q: 3 clusters Score -765300.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -765304.375000 Penalty: 4291.601562
	Iteration 40F: 3 clusters Score -765304.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -765308.437500 Penalty: 4291.601562
	Iteration 41Q: 3 clusters Score -765308.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -765308.000000 Penalty: 4291.601562
	Iteration 42Q: 3 clusters Score -765308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -765309.687500 Penalty: 4291.601562
	Iteration 43Q: 3 clusters Score -765309.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -765312.562500 Penalty: 4291.601562
	Iteration 44Q: 3 clusters Score -765312.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -765315.437500 Penalty: 4291.601562
	Iteration 45Q: 3 clusters Score -765315.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -765316.125000 Penalty: 4291.601562
	Iteration 46Q: 3 clusters Score -765316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -765318.187500 Penalty: 4291.601562
	Iteration 47Q: 3 clusters Score -765318.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -765320.187500 Penalty: 4291.601562
	Iteration 48Q: 3 clusters Score -765320.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -765321.437500 Penalty: 4291.601562
	Iteration 49Q: 3 clusters Score -765321.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -765322.437500 Penalty: 4291.601562
	Iteration 50Q: 3 clusters Score -765322.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -765322.625000 Penalty: 4291.601562
	Iteration 51Q: 3 clusters Score -765322.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -765322.375000 Penalty: 4291.601562
	Iteration 52Q: 3 clusters Score -765322.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -765326.187500 Penalty: 4291.601562
	Iteration 53Q: 3 clusters Score -765326.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -765328.812500 Penalty: 4291.601562
	Iteration 54Q: 3 clusters Score -765328.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -765332.750000 Penalty: 4291.601562
	Iteration 55Q: 3 clusters Score -765332.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -765337.875000 Penalty: 4291.601562
	Iteration 56Q: 3 clusters Score -765337.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -765340.937500 Penalty: 4291.601562
	Iteration 57Q: 3 clusters Score -765340.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -765348.437500 Penalty: 4291.601562
	Iteration 58Q: 3 clusters Score -765348.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -765353.375000 Penalty: 4291.601562
	Iteration 59Q: 3 clusters Score -765353.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -765356.062500 Penalty: 4291.601562
	Iteration 60F: 3 clusters Score -765356.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -765358.312500 Penalty: 4291.601562
	Iteration 61Q: 3 clusters Score -765358.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -765360.187500 Penalty: 4291.601562
	Iteration 62Q: 3 clusters Score -765360.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -765362.062500 Penalty: 4291.601562
	Iteration 63Q: 3 clusters Score -765362.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -765364.125000 Penalty: 4291.601562
	Iteration 64Q: 3 clusters Score -765364.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -765367.375000 Penalty: 4291.601562
	Iteration 65Q: 3 clusters Score -765367.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -765368.375000 Penalty: 4291.601562
	Iteration 66Q: 3 clusters Score -765368.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -765370.437500 Penalty: 4291.601562
	Iteration 67Q: 3 clusters Score -765370.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -765372.562500 Penalty: 4291.601562
	Iteration 68Q: 3 clusters Score -765372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -765375.187500 Penalty: 4291.601562
	Iteration 69Q: 3 clusters Score -765375.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -765378.062500 Penalty: 4291.601562
	Iteration 70Q: 3 clusters Score -765378.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -765378.625000 Penalty: 4291.601562
	Iteration 71Q: 3 clusters Score -765378.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -765384.687500 Penalty: 4291.601562
	Iteration 72Q: 3 clusters Score -765384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -765386.375000 Penalty: 4291.601562
	Iteration 73Q: 3 clusters Score -765386.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -765388.500000 Penalty: 4291.601562
	Iteration 74Q: 3 clusters Score -765388.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -765393.375000 Penalty: 4291.601562
	Iteration 75Q: 3 clusters Score -765393.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -765395.625000 Penalty: 4291.601562
	Iteration 76Q: 3 clusters Score -765395.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -765401.062500 Penalty: 4291.601562
	Iteration 77Q: 3 clusters Score -765401.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -765406.250000 Penalty: 4291.601562
	Iteration 78Q: 3 clusters Score -765406.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -765407.875000 Penalty: 4291.601562
	Iteration 79Q: 3 clusters Score -765407.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -765412.875000 Penalty: 4291.601562
	Iteration 80F: 3 clusters Score -765412.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -765414.937500 Penalty: 4291.601562
	Iteration 81Q: 3 clusters Score -765414.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -765417.687500 Penalty: 4291.601562
	Iteration 82Q: 3 clusters Score -765417.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -765424.625000 Penalty: 4291.601562
	Iteration 83Q: 3 clusters Score -765424.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -765427.437500 Penalty: 4291.601562
	Iteration 84Q: 3 clusters Score -765427.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -765430.437500 Penalty: 4291.601562
	Iteration 85Q: 3 clusters Score -765430.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -765432.625000 Penalty: 4291.601562
	Iteration 86Q: 3 clusters Score -765432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -765434.812500 Penalty: 4291.601562
	Iteration 87Q: 3 clusters Score -765434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -765434.437500 Penalty: 4291.601562
	Iteration 88Q: 3 clusters Score -765434.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -765437.812500 Penalty: 4291.601562
	Iteration 89Q: 3 clusters Score -765437.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -765438.562500 Penalty: 4291.601562
	Iteration 90Q: 3 clusters Score -765438.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -765441.062500 Penalty: 4291.601562
	Iteration 91Q: 3 clusters Score -765441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -765441.437500 Penalty: 4291.601562
	Iteration 92Q: 3 clusters Score -765441.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -765441.437500 Penalty: 4291.601562
	Iteration 93F: 3 clusters Score -765441.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (38027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Entering Unmasked Estep 
Score: -5286579.500000 Penalty: 2615.420898
	Iteration 0F: 2 clusters Score -5286580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -5260695.500000 Penalty: 5230.841797
	Iteration 0F: 3 clusters Score -5260696 nChanged 17330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -5270295.500000 Penalty: 5230.841797
	Iteration 1F: 3 clusters Score -5270296 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -5271084.500000 Penalty: 5230.841797
	Iteration 2F: 3 clusters Score -5271084 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -5271967.500000 Penalty: 5230.841797
	Iteration 3F: 3 clusters Score -5271968 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -5273051.000000 Penalty: 5230.841797
	Iteration 4F: 3 clusters Score -5273051 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -5274514.500000 Penalty: 5230.841797
	Iteration 5F: 3 clusters Score -5274514 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -5276405.500000 Penalty: 5230.841797
	Iteration 6F: 3 clusters Score -5276406 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -5278540.500000 Penalty: 5230.841797
	Iteration 7F: 3 clusters Score -5278540 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -5280411.000000 Penalty: 5230.841797
	Iteration 8F: 3 clusters Score -5280411 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -5281757.500000 Penalty: 5230.841797
	Iteration 9Q: 3 clusters Score -5281758 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -5282746.500000 Penalty: 5230.841797
	Iteration 10Q: 3 clusters Score -5282746 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -5283512.000000 Penalty: 5230.841797
	Iteration 11Q: 3 clusters Score -5283512 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -5284156.000000 Penalty: 5230.841797
	Iteration 12Q: 3 clusters Score -5284156 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -5284741.000000 Penalty: 5230.841797
	Iteration 13Q: 3 clusters Score -5284741 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -5285196.500000 Penalty: 5230.841797
	Iteration 14Q: 3 clusters Score -5285196 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -5285416.500000 Penalty: 5230.841797
	Iteration 15Q: 3 clusters Score -5285416 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -5285526.000000 Penalty: 5230.841797
	Iteration 16Q: 3 clusters Score -5285526 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -5285583.000000 Penalty: 5230.841797
	Iteration 17Q: 3 clusters Score -5285583 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -5285630.500000 Penalty: 5230.841797
	Iteration 18Q: 3 clusters Score -5285630 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -5285664.000000 Penalty: 5230.841797
	Iteration 19Q: 3 clusters Score -5285664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -5285667.500000 Penalty: 5230.841797
	Iteration 20F: 3 clusters Score -5285668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -5285674.000000 Penalty: 5230.841797
	Iteration 21Q: 3 clusters Score -5285674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -5285671.000000 Penalty: 5230.841797
	Iteration 22Q: 3 clusters Score -5285671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -5285669.000000 Penalty: 5230.841797
	Iteration 23Q: 3 clusters Score -5285669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -5285673.500000 Penalty: 5230.841797
	Iteration 24Q: 3 clusters Score -5285674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -5285677.500000 Penalty: 5230.841797
	Iteration 25Q: 3 clusters Score -5285678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -5285678.500000 Penalty: 5230.841797
	Iteration 26Q: 3 clusters Score -5285678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -5285679.500000 Penalty: 5230.841797
	Iteration 27Q: 3 clusters Score -5285680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -5285669.500000 Penalty: 5230.841797
	Iteration 28Q: 3 clusters Score -5285670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -5285669.500000 Penalty: 5230.841797
	Iteration 29Q: 3 clusters Score -5285670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -5285669.000000 Penalty: 5230.841797
	Iteration 30Q: 3 clusters Score -5285669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30023 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -5285669.000000 Penalty: 5230.841797
	Iteration 31F: 3 clusters Score -5285669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Entering Unmasked Estep 
Score: -144615.656250 Penalty: 1754.590820
	Iteration 0F: 2 clusters Score -144615.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -142618.015625 Penalty: 3509.181641
	Iteration 0F: 3 clusters Score -142618 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -143157.312500 Penalty: 3509.181641
	Iteration 1F: 3 clusters Score -143157.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -143562.031250 Penalty: 3509.181641
	Iteration 2F: 3 clusters Score -143562 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -143974.312500 Penalty: 3509.181641
	Iteration 3F: 3 clusters Score -143974.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -144233.218750 Penalty: 3509.181641
	Iteration 4F: 3 clusters Score -144233.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -144347.500000 Penalty: 3509.181641
	Iteration 5Q: 3 clusters Score -144347.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -144406.984375 Penalty: 3509.181641
	Iteration 6Q: 3 clusters Score -144407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -144457.953125 Penalty: 3509.181641
	Iteration 7Q: 3 clusters Score -144458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -144497.609375 Penalty: 3509.181641
	Iteration 8Q: 3 clusters Score -144497.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -144534.625000 Penalty: 3509.181641
	Iteration 9Q: 3 clusters Score -144534.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -144546.015625 Penalty: 3509.181641
	Iteration 10Q: 3 clusters Score -144546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -144550.156250 Penalty: 3509.181641
	Iteration 11Q: 3 clusters Score -144550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -144551.437500 Penalty: 3509.181641
	Iteration 12Q: 3 clusters Score -144551.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -144551.437500 Penalty: 3509.181641
	Iteration 13F: 3 clusters Score -144551.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29450 members 
Entering Unmasked Estep 
Score: -4119701.250000 Penalty: 2552.031494
	Iteration 0F: 2 clusters Score -4119701 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -4099508.500000 Penalty: 5104.062988
	Iteration 0F: 3 clusters Score -4099508 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -4106692.500000 Penalty: 5104.062988
	Iteration 1F: 3 clusters Score -4106692 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -4107149.000000 Penalty: 5104.062988
	Iteration 2Q: 3 clusters Score -4107149 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -4107650.000000 Penalty: 5104.062988
	Iteration 3Q: 3 clusters Score -4107650 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -4108313.750000 Penalty: 5104.062988
	Iteration 4Q: 3 clusters Score -4108314 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -4109251.000000 Penalty: 5104.062988
	Iteration 5F: 3 clusters Score -4109251 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -4110555.000000 Penalty: 5104.062988
	Iteration 6F: 3 clusters Score -4110555 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -4112166.500000 Penalty: 5104.062988
	Iteration 7F: 3 clusters Score -4112166 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -4114041.250000 Penalty: 5104.062988
	Iteration 8F: 3 clusters Score -4114041 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -4115910.500000 Penalty: 5104.062988
	Iteration 9F: 3 clusters Score -4115910 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -4117245.500000 Penalty: 5104.062988
	Iteration 10F: 3 clusters Score -4117246 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -4118018.500000 Penalty: 5104.062988
	Iteration 11Q: 3 clusters Score -4118018 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -4118491.000000 Penalty: 5104.062988
	Iteration 12Q: 3 clusters Score -4118491 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -4118788.500000 Penalty: 5104.062988
	Iteration 13Q: 3 clusters Score -4118788 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -4118978.000000 Penalty: 5104.062988
	Iteration 14Q: 3 clusters Score -4118978 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -4119084.250000 Penalty: 5104.062988
	Iteration 15Q: 3 clusters Score -4119084 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -4119156.750000 Penalty: 5104.062988
	Iteration 16Q: 3 clusters Score -4119157 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -4119202.000000 Penalty: 5104.062988
	Iteration 17Q: 3 clusters Score -4119202 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -4119239.000000 Penalty: 5104.062988
	Iteration 18Q: 3 clusters Score -4119239 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -4119262.250000 Penalty: 5104.062988
	Iteration 19Q: 3 clusters Score -4119262 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -4119289.250000 Penalty: 5104.062988
	Iteration 20F: 3 clusters Score -4119289 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -4119330.250000 Penalty: 5104.062988
	Iteration 21Q: 3 clusters Score -4119330 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -4119357.500000 Penalty: 5104.062988
	Iteration 22Q: 3 clusters Score -4119358 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -4119357.250000 Penalty: 5104.062988
	Iteration 23Q: 3 clusters Score -4119357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -4119355.250000 Penalty: 5104.062988
	Iteration 24Q: 3 clusters Score -4119355 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -4119369.500000 Penalty: 5104.062988
	Iteration 25Q: 3 clusters Score -4119370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -4119373.250000 Penalty: 5104.062988
	Iteration 26Q: 3 clusters Score -4119373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -4119373.000000 Penalty: 5104.062988
	Iteration 27Q: 3 clusters Score -4119373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -4119369.750000 Penalty: 5104.062988
	Iteration 28Q: 3 clusters Score -4119370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4119373.500000 Penalty: 5104.062988
	Iteration 29Q: 3 clusters Score -4119374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -4119367.250000 Penalty: 5104.062988
	Iteration 30Q: 3 clusters Score -4119367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -4119367.250000 Penalty: 5104.062988
	Iteration 31Q: 3 clusters Score -4119367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -4119368.000000 Penalty: 5104.062988
	Iteration 32Q: 3 clusters Score -4119368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -4119368.000000 Penalty: 5104.062988
	Iteration 33F: 3 clusters Score -4119368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Entering Unmasked Estep 
Score: -11827274.000000 Penalty: 2816.059326
	Iteration 0F: 2 clusters Score -1.182727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
Score: -11769895.000000 Penalty: 5632.118652
	Iteration 0F: 3 clusters Score -1.17699e+07 nChanged 40217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -11792950.000000 Penalty: 5632.118652
	Iteration 1F: 3 clusters Score -1.179295e+07 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -11793405.000000 Penalty: 5632.118652
	Iteration 2Q: 3 clusters Score -1.17934e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -11793900.000000 Penalty: 5632.118652
	Iteration 3Q: 3 clusters Score -1.17939e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -11794515.000000 Penalty: 5632.118652
	Iteration 4Q: 3 clusters Score -1.179452e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -11795472.000000 Penalty: 5632.118652
	Iteration 5Q: 3 clusters Score -1.179547e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -11796739.000000 Penalty: 5632.118652
	Iteration 6Q: 3 clusters Score -1.179674e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 55884 members 
Entering Unmasked Estep 
Score: -11799023.000000 Penalty: 5632.118652
	Iteration 7F: 3 clusters Score -1.179902e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 61645 members 
Entering Unmasked Estep 
Score: -11802841.000000 Penalty: 5632.118652
	Iteration 8F: 3 clusters Score -1.180284e+07 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 68722 members 
Entering Unmasked Estep 
Score: -11808598.000000 Penalty: 5632.118652
	Iteration 9F: 3 clusters Score -1.18086e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 75847 members 
Entering Unmasked Estep 
Score: -11815442.000000 Penalty: 5632.118652
	Iteration 10F: 3 clusters Score -1.181544e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 81110 members 
Entering Unmasked Estep 
Score: -11820744.000000 Penalty: 5632.118652
	Iteration 11F: 3 clusters Score -1.182074e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 83775 members 
Entering Unmasked Estep 
Score: -11823418.000000 Penalty: 5632.118652
	Iteration 12Q: 3 clusters Score -1.182342e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 84722 members 
Entering Unmasked Estep 
Score: -11824370.000000 Penalty: 5632.118652
	Iteration 13Q: 3 clusters Score -1.182437e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -11824675.000000 Penalty: 5632.118652
	Iteration 14Q: 3 clusters Score -1.182468e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 85046 members 
Entering Unmasked Estep 
Score: -11824764.000000 Penalty: 5632.118652
	Iteration 15Q: 3 clusters Score -1.182476e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -11824798.000000 Penalty: 5632.118652
	Iteration 16Q: 3 clusters Score -1.18248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -11824824.000000 Penalty: 5632.118652
	Iteration 17Q: 3 clusters Score -1.182482e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 85103 members 
Entering Unmasked Estep 
Score: -11824833.000000 Penalty: 5632.118652
	Iteration 18Q: 3 clusters Score -1.182483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 85107 members 
Entering Unmasked Estep 
Score: -11824844.000000 Penalty: 5632.118652
	Iteration 19Q: 3 clusters Score -1.182484e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -11824869.000000 Penalty: 5632.118652
	Iteration 20F: 3 clusters Score -1.182487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -11824886.000000 Penalty: 5632.118652
	Iteration 21Q: 3 clusters Score -1.182489e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 85116 members 
Entering Unmasked Estep 
Score: -11824881.000000 Penalty: 5632.118652
	Iteration 22Q: 3 clusters Score -1.182488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -11824893.000000 Penalty: 5632.118652
	Iteration 23Q: 3 clusters Score -1.182489e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 85117 members 
Entering Unmasked Estep 
Score: -11824893.000000 Penalty: 5632.118652
	Iteration 24F: 3 clusters Score -1.182489e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Entering Unmasked Estep 
Score: -3983032.500000 Penalty: 2552.544678
	Iteration 0F: 2 clusters Score -3983032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3962665.250000 Penalty: 5105.089355
	Iteration 0F: 3 clusters Score -3962665 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3970024.250000 Penalty: 5105.089355
	Iteration 1F: 3 clusters Score -3970024 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3970493.500000 Penalty: 5105.089355
	Iteration 2Q: 3 clusters Score -3970494 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -3970986.250000 Penalty: 5105.089355
	Iteration 3Q: 3 clusters Score -3970986 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -3971588.750000 Penalty: 5105.089355
	Iteration 4Q: 3 clusters Score -3971589 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -3972381.000000 Penalty: 5105.089355
	Iteration 5F: 3 clusters Score -3972381 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -3973506.750000 Penalty: 5105.089355
	Iteration 6F: 3 clusters Score -3973507 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -3974877.250000 Penalty: 5105.089355
	Iteration 7F: 3 clusters Score -3974877 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -3976354.750000 Penalty: 5105.089355
	Iteration 8F: 3 clusters Score -3976355 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -3977700.500000 Penalty: 5105.089355
	Iteration 9F: 3 clusters Score -3977700 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3978781.500000 Penalty: 5105.089355
	Iteration 10Q: 3 clusters Score -3978782 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -3979566.250000 Penalty: 5105.089355
	Iteration 11Q: 3 clusters Score -3979566 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3980000.250000 Penalty: 5105.089355
	Iteration 12Q: 3 clusters Score -3980000 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3980286.500000 Penalty: 5105.089355
	Iteration 13Q: 3 clusters Score -3980286 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3980465.000000 Penalty: 5105.089355
	Iteration 14Q: 3 clusters Score -3980465 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3980591.250000 Penalty: 5105.089355
	Iteration 15Q: 3 clusters Score -3980591 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3980675.750000 Penalty: 5105.089355
	Iteration 16Q: 3 clusters Score -3980676 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3980754.750000 Penalty: 5105.089355
	Iteration 17Q: 3 clusters Score -3980755 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3980787.250000 Penalty: 5105.089355
	Iteration 18Q: 3 clusters Score -3980787 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3980807.750000 Penalty: 5105.089355
	Iteration 19Q: 3 clusters Score -3980808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3980827.250000 Penalty: 5105.089355
	Iteration 20F: 3 clusters Score -3980827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3980833.750000 Penalty: 5105.089355
	Iteration 21Q: 3 clusters Score -3980834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3980841.000000 Penalty: 5105.089355
	Iteration 22Q: 3 clusters Score -3980841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -3980844.500000 Penalty: 5105.089355
	Iteration 23Q: 3 clusters Score -3980844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28915 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3980840.500000 Penalty: 5105.089355
	Iteration 24Q: 3 clusters Score -3980840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3980849.000000 Penalty: 5105.089355
	Iteration 25Q: 3 clusters Score -3980849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3980850.250000 Penalty: 5105.089355
	Iteration 26Q: 3 clusters Score -3980850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3980853.250000 Penalty: 5105.089355
	Iteration 27Q: 3 clusters Score -3980853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3980858.500000 Penalty: 5105.089355
	Iteration 28Q: 3 clusters Score -3980858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3980861.750000 Penalty: 5105.089355
	Iteration 29Q: 3 clusters Score -3980862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3980863.750000 Penalty: 5105.089355
	Iteration 30Q: 3 clusters Score -3980864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3980871.500000 Penalty: 5105.089355
	Iteration 31Q: 3 clusters Score -3980872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3980881.000000 Penalty: 5105.089355
	Iteration 32Q: 3 clusters Score -3980881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3980892.250000 Penalty: 5105.089355
	Iteration 33Q: 3 clusters Score -3980892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3980890.000000 Penalty: 5105.089355
	Iteration 34Q: 3 clusters Score -3980890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3980891.500000 Penalty: 5105.089355
	Iteration 35Q: 3 clusters Score -3980892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3980893.000000 Penalty: 5105.089355
	Iteration 36Q: 3 clusters Score -3980893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3980893.000000 Penalty: 5105.089355
	Iteration 37F: 3 clusters Score -3980893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (276291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276291 members 
Entering Unmasked Estep 
Score: -38581148.000000 Penalty: 3107.244141
	Iteration 0F: 2 clusters Score -3.858115e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137786 members 
Mstep: Class 2 contains 138505 members 
Entering Unmasked Estep 
Score: -38427768.000000 Penalty: 6214.488281
	Iteration 0F: 3 clusters Score -3.842777e+07 nChanged 133583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130627 members 
Mstep: Class 2 contains 145664 members 
Entering Unmasked Estep 
Score: -38506852.000000 Penalty: 6214.488281
	Iteration 1F: 3 clusters Score -3.850685e+07 nChanged 8276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126253 members 
Mstep: Class 2 contains 150038 members 
Entering Unmasked Estep 
Score: -38508404.000000 Penalty: 6214.488281
	Iteration 2Q: 3 clusters Score -3.85084e+07 nChanged 9843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119612 members 
Mstep: Class 2 contains 156679 members 
Entering Unmasked Estep 
Score: -38511448.000000 Penalty: 6214.488281
	Iteration 3Q: 3 clusters Score -3.851145e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109956 members 
Mstep: Class 2 contains 166335 members 
Entering Unmasked Estep 
Score: -38516016.000000 Penalty: 6214.488281
	Iteration 4Q: 3 clusters Score -3.851602e+07 nChanged 15771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97079 members 
Mstep: Class 2 contains 179212 members 
Entering Unmasked Estep 
Score: -38524932.000000 Penalty: 6214.488281
	Iteration 5F: 3 clusters Score -3.852493e+07 nChanged 18368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81631 members 
Mstep: Class 2 contains 194660 members 
Entering Unmasked Estep 
Score: -38537452.000000 Penalty: 6214.488281
	Iteration 6F: 3 clusters Score -3.853745e+07 nChanged 18277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66962 members 
Mstep: Class 2 contains 209329 members 
Entering Unmasked Estep 
Score: -38551636.000000 Penalty: 6214.488281
	Iteration 7F: 3 clusters Score -3.855164e+07 nChanged 15765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 220382 members 
Entering Unmasked Estep 
Score: -38564556.000000 Penalty: 6214.488281
	Iteration 8F: 3 clusters Score -3.856456e+07 nChanged 11995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48942 members 
Mstep: Class 2 contains 227349 members 
Entering Unmasked Estep 
Score: -38572816.000000 Penalty: 6214.488281
	Iteration 9Q: 3 clusters Score -3.857282e+07 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 232151 members 
Entering Unmasked Estep 
Score: -38576788.000000 Penalty: 6214.488281
	Iteration 10Q: 3 clusters Score -3.857679e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 236202 members 
Entering Unmasked Estep 
Score: -38578372.000000 Penalty: 6214.488281
	Iteration 11Q: 3 clusters Score -3.857837e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 240051 members 
Entering Unmasked Estep 
Score: -38580428.000000 Penalty: 6214.488281
	Iteration 12Q: 3 clusters Score -3.858043e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 244247 members 
Entering Unmasked Estep 
Score: -38581908.000000 Penalty: 6214.488281
	Iteration 13Q: 3 clusters Score -3.858191e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 248795 members 
Entering Unmasked Estep 
Score: -38582560.000000 Penalty: 6214.488281
	Iteration 14Q: 3 clusters Score -3.858256e+07 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 253132 members 
Entering Unmasked Estep 
Score: -38582376.000000 Penalty: 6214.488281
	Iteration 15Q: 3 clusters Score -3.858238e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 257289 members 
Entering Unmasked Estep 
Score: -38581704.000000 Penalty: 6214.488281
	Iteration 16Q: 3 clusters Score -3.85817e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 261095 members 
Entering Unmasked Estep 
Score: -38581760.000000 Penalty: 6214.488281
	Iteration 17Q: 3 clusters Score -3.858176e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 264595 members 
Entering Unmasked Estep 
Score: -38581308.000000 Penalty: 6214.488281
	Iteration 18Q: 3 clusters Score -3.858131e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 267613 members 
Entering Unmasked Estep 
Score: -38580628.000000 Penalty: 6214.488281
	Iteration 19Q: 3 clusters Score -3.858063e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 270043 members 
Entering Unmasked Estep 
Score: -38579880.000000 Penalty: 6214.488281
	Iteration 20F: 3 clusters Score -3.857988e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 271950 members 
Entering Unmasked Estep 
Score: -38579312.000000 Penalty: 6214.488281
	Iteration 21Q: 3 clusters Score -3.857931e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 273392 members 
Entering Unmasked Estep 
Score: -38579056.000000 Penalty: 6214.488281
	Iteration 22Q: 3 clusters Score -3.857906e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 274422 members 
Entering Unmasked Estep 
Score: -38578776.000000 Penalty: 6214.488281
	Iteration 23Q: 3 clusters Score -3.857878e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 275026 members 
Entering Unmasked Estep 
Score: -38578688.000000 Penalty: 6214.488281
	Iteration 24Q: 3 clusters Score -3.857869e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 275362 members 
Entering Unmasked Estep 
Score: -38578628.000000 Penalty: 6214.488281
	Iteration 25Q: 3 clusters Score -3.857863e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 275568 members 
Entering Unmasked Estep 
Score: -38578672.000000 Penalty: 6214.488281
	Iteration 26Q: 3 clusters Score -3.857867e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 275672 members 
Entering Unmasked Estep 
Score: -38578636.000000 Penalty: 6214.488281
	Iteration 27Q: 3 clusters Score -3.857864e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 275725 members 
Entering Unmasked Estep 
Score: -38578636.000000 Penalty: 6214.488281
	Iteration 28Q: 3 clusters Score -3.857864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 275757 members 
Entering Unmasked Estep 
Score: -38578644.000000 Penalty: 6214.488281
	Iteration 29Q: 3 clusters Score -3.857864e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 275782 members 
Entering Unmasked Estep 
Score: -38578688.000000 Penalty: 6214.488281
	Iteration 30Q: 3 clusters Score -3.857869e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 275787 members 
Entering Unmasked Estep 
Score: -38578660.000000 Penalty: 6214.488281
	Iteration 31Q: 3 clusters Score -3.857866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 275793 members 
Entering Unmasked Estep 
Score: -38578680.000000 Penalty: 6214.488281
	Iteration 32Q: 3 clusters Score -3.857868e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 275798 members 
Entering Unmasked Estep 
Score: -38578664.000000 Penalty: 6214.488281
	Iteration 33Q: 3 clusters Score -3.857866e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 275801 members 
Entering Unmasked Estep 
Score: -38578668.000000 Penalty: 6214.488281
	Iteration 34Q: 3 clusters Score -3.857867e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 275804 members 
Entering Unmasked Estep 
Score: -38578688.000000 Penalty: 6214.488281
	Iteration 35Q: 3 clusters Score -3.857869e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 275808 members 
Entering Unmasked Estep 
Score: -38578680.000000 Penalty: 6214.488281
	Iteration 36Q: 3 clusters Score -3.857868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 275811 members 
Entering Unmasked Estep 
Score: -38578696.000000 Penalty: 6214.488281
	Iteration 37Q: 3 clusters Score -3.85787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 275814 members 
Entering Unmasked Estep 
Score: -38578680.000000 Penalty: 6214.488281
	Iteration 38Q: 3 clusters Score -3.857868e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 275816 members 
Entering Unmasked Estep 
Score: -38578672.000000 Penalty: 6214.488281
	Iteration 39Q: 3 clusters Score -3.857867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 275818 members 
Entering Unmasked Estep 
Score: -38578664.000000 Penalty: 6214.488281
	Iteration 40F: 3 clusters Score -3.857866e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 275820 members 
Entering Unmasked Estep 
Score: -38578676.000000 Penalty: 6214.488281
	Iteration 41Q: 3 clusters Score -3.857868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 275826 members 
Entering Unmasked Estep 
Score: -38578668.000000 Penalty: 6214.488281
	Iteration 42Q: 3 clusters Score -3.857867e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 275831 members 
Entering Unmasked Estep 
Score: -38578692.000000 Penalty: 6214.488281
	Iteration 43Q: 3 clusters Score -3.857869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 275837 members 
Entering Unmasked Estep 
Score: -38578684.000000 Penalty: 6214.488281
	Iteration 44Q: 3 clusters Score -3.857868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 275840 members 
Entering Unmasked Estep 
Score: -38578712.000000 Penalty: 6214.488281
	Iteration 45Q: 3 clusters Score -3.857871e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 275840 members 
Entering Unmasked Estep 
Score: -38578700.000000 Penalty: 6214.488281
	Iteration 46Q: 3 clusters Score -3.85787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 275842 members 
Entering Unmasked Estep 
Score: -38578704.000000 Penalty: 6214.488281
	Iteration 47Q: 3 clusters Score -3.85787e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 275842 members 
Entering Unmasked Estep 
Score: -38578704.000000 Penalty: 6214.488281
	Iteration 48F: 3 clusters Score -3.85787e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -154247.843750 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -154247.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -152216.156250 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -152216.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -152513.562500 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -152513.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -152603.718750 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -152603.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -152690.531250 Penalty: 3490.365723
	Iteration 3Q: 3 clusters Score -152690.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -152737.640625 Penalty: 3490.365723
	Iteration 4Q: 3 clusters Score -152737.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -152759.796875 Penalty: 3490.365723
	Iteration 5Q: 3 clusters Score -152759.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152776.531250 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -152776.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -152787.687500 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -152787.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -152798.671875 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -152798.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -152804.656250 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -152804.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152809.656250 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -152809.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152814.187500 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -152814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -152819.218750 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -152819.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -152821.718750 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -152821.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -152824.500000 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -152824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152825.171875 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -152825.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152825.171875 Penalty: 3490.365723
	Iteration 16F: 3 clusters Score -152825.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Entering Unmasked Estep 
Score: -3097337.500000 Penalty: 2494.969971
	Iteration 0F: 2 clusters Score -3097338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -3080976.500000 Penalty: 4989.939941
	Iteration 0F: 3 clusters Score -3080976 nChanged 10439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3086682.000000 Penalty: 4989.939941
	Iteration 1F: 3 clusters Score -3086682 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -3087183.750000 Penalty: 4989.939941
	Iteration 2F: 3 clusters Score -3087184 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -3087641.000000 Penalty: 4989.939941
	Iteration 3Q: 3 clusters Score -3087641 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3088085.500000 Penalty: 4989.939941
	Iteration 4Q: 3 clusters Score -3088086 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3088436.750000 Penalty: 4989.939941
	Iteration 5Q: 3 clusters Score -3088437 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -3088807.000000 Penalty: 4989.939941
	Iteration 6Q: 3 clusters Score -3088807 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -3089155.500000 Penalty: 4989.939941
	Iteration 7Q: 3 clusters Score -3089156 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -3089532.250000 Penalty: 4989.939941
	Iteration 8Q: 3 clusters Score -3089532 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -3089907.000000 Penalty: 4989.939941
	Iteration 9Q: 3 clusters Score -3089907 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -3090392.750000 Penalty: 4989.939941
	Iteration 10Q: 3 clusters Score -3090393 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -3090968.250000 Penalty: 4989.939941
	Iteration 11Q: 3 clusters Score -3090968 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3091573.000000 Penalty: 4989.939941
	Iteration 12Q: 3 clusters Score -3091573 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3092040.000000 Penalty: 4989.939941
	Iteration 13Q: 3 clusters Score -3092040 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -3092294.750000 Penalty: 4989.939941
	Iteration 14Q: 3 clusters Score -3092295 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -3092423.750000 Penalty: 4989.939941
	Iteration 15Q: 3 clusters Score -3092424 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -3092500.500000 Penalty: 4989.939941
	Iteration 16Q: 3 clusters Score -3092500 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3092544.250000 Penalty: 4989.939941
	Iteration 17Q: 3 clusters Score -3092544 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -3092569.000000 Penalty: 4989.939941
	Iteration 18Q: 3 clusters Score -3092569 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -3092582.750000 Penalty: 4989.939941
	Iteration 19Q: 3 clusters Score -3092583 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -3092581.000000 Penalty: 4989.939941
	Iteration 20F: 3 clusters Score -3092581 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3092592.500000 Penalty: 4989.939941
	Iteration 21Q: 3 clusters Score -3092592 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -3092616.250000 Penalty: 4989.939941
	Iteration 22Q: 3 clusters Score -3092616 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3092620.750000 Penalty: 4989.939941
	Iteration 23Q: 3 clusters Score -3092621 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -3092637.750000 Penalty: 4989.939941
	Iteration 24Q: 3 clusters Score -3092638 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3092643.000000 Penalty: 4989.939941
	Iteration 25Q: 3 clusters Score -3092643 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -3092653.250000 Penalty: 4989.939941
	Iteration 26Q: 3 clusters Score -3092653 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -3092657.250000 Penalty: 4989.939941
	Iteration 27Q: 3 clusters Score -3092657 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3092665.250000 Penalty: 4989.939941
	Iteration 28Q: 3 clusters Score -3092665 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3092676.750000 Penalty: 4989.939941
	Iteration 29Q: 3 clusters Score -3092677 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3092676.750000 Penalty: 4989.939941
	Iteration 30Q: 3 clusters Score -3092677 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -3092678.750000 Penalty: 4989.939941
	Iteration 31Q: 3 clusters Score -3092679 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3092693.250000 Penalty: 4989.939941
	Iteration 32Q: 3 clusters Score -3092693 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -3092709.750000 Penalty: 4989.939941
	Iteration 33Q: 3 clusters Score -3092710 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -3092714.500000 Penalty: 4989.939941
	Iteration 34Q: 3 clusters Score -3092714 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -3092720.750000 Penalty: 4989.939941
	Iteration 35Q: 3 clusters Score -3092721 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3092738.250000 Penalty: 4989.939941
	Iteration 36Q: 3 clusters Score -3092738 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -3092749.250000 Penalty: 4989.939941
	Iteration 37Q: 3 clusters Score -3092749 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3092761.000000 Penalty: 4989.939941
	Iteration 38Q: 3 clusters Score -3092761 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -3092760.000000 Penalty: 4989.939941
	Iteration 39Q: 3 clusters Score -3092760 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -3092770.500000 Penalty: 4989.939941
	Iteration 40F: 3 clusters Score -3092770 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3092783 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3092794 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3092806 nChanged 60
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Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3092811 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -3092818 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -3092823.500000 Penalty: 4989.939941
	Iteration 46Q: 3 clusters Score -3092824 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3092836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3092847 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -3092855.750000 Penalty: 4989.939941
	Iteration 49Q: 3 clusters Score -3092856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3092857 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3092868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3092874 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3092877 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3092880 nChanged 66
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3092898 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3092923 nChanged 88
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Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3092935 nChanged 85
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3092947 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3092965 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3092979 nChanged 88
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Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3092987 nChanged 104
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Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3092996 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3093072 nChanged 95
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3093072 nChanged 92
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3093101 nChanged 99
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 16080 members 
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Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 16218 members 
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Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 16373 members 
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Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 16524 members 
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Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 16669 members 
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Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3093346 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 16970 members 
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Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 17112 members 
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Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 17394 members 
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	Iteration 84Q: 3 clusters Score -3093456 nChanged 130
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Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 17520 members 
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Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3093514 nChanged 166
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Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 17823 members 
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Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 17989 members 
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Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3093632 nChanged 172
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Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 18325 members 
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Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 18465 members 
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	Iteration 91Q: 3 clusters Score -3093703 nChanged 156
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Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 18621 members 
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	Iteration 92Q: 3 clusters Score -3093756 nChanged 177
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Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 18969 members 
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Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 19139 members 
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	Iteration 95Q: 3 clusters Score -3093892 nChanged 166
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Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 19305 members 
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	Iteration 96Q: 3 clusters Score -3093933 nChanged 170
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Mstep: Class 1 contains 3922 members 
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Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 19627 members 
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	Iteration 98Q: 3 clusters Score -3094037 nChanged 148
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Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 19775 members 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 19935 members 
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	Iteration 100F: 3 clusters Score -3094130 nChanged 162
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Mstep: Class 1 contains 3300 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3094173 nChanged 165
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Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3094238 nChanged 174
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Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3094304 nChanged 164
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Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3094376 nChanged 155
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Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3094422 nChanged 162
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Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 20915 members 
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Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 21238 members 
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	Iteration 108Q: 3 clusters Score -3094622 nChanged 155
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Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 21391 members 
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	Iteration 109Q: 3 clusters Score -3094688 nChanged 145
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Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3094760 nChanged 135
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Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3094806 nChanged 112
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3094850 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3094885 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3094919.500000 Penalty: 4989.939941
	Iteration 114Q: 3 clusters Score -3094920 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3094940 nChanged 69
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Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 22092 members 
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	Iteration 116Q: 3 clusters Score -3094981 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3095011 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3095042.000000 Penalty: 4989.939941
	Iteration 118Q: 3 clusters Score -3095042 nChanged 51
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Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3095060 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3095088 nChanged 43
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Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -3095103.500000 Penalty: 4989.939941
	Iteration 121Q: 3 clusters Score -3095104 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -3095125.500000 Penalty: 4989.939941
	Iteration 122Q: 3 clusters Score -3095126 nChanged 37
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Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3095143.500000 Penalty: 4989.939941
	Iteration 123Q: 3 clusters Score -3095144 nChanged 28
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Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3095147 nChanged 20
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Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -3095160.000000 Penalty: 4989.939941
	Iteration 125Q: 3 clusters Score -3095160 nChanged 17
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Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -3095170.250000 Penalty: 4989.939941
	Iteration 126Q: 3 clusters Score -3095170 nChanged 19
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Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -3095186.250000 Penalty: 4989.939941
	Iteration 127Q: 3 clusters Score -3095186 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -3095196.000000 Penalty: 4989.939941
	Iteration 128Q: 3 clusters Score -3095196 nChanged 14
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Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3095198 nChanged 12
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Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3095202.250000 Penalty: 4989.939941
	Iteration 130Q: 3 clusters Score -3095202 nChanged 9
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Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -3095207.250000 Penalty: 4989.939941
	Iteration 131Q: 3 clusters Score -3095207 nChanged 8
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Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -3095217.750000 Penalty: 4989.939941
	Iteration 132Q: 3 clusters Score -3095218 nChanged 13
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Mstep: Class 1 contains 820 members 
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Entering Unmasked Estep 
Score: -3095218.750000 Penalty: 4989.939941
	Iteration 133Q: 3 clusters Score -3095219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3095222.500000 Penalty: 4989.939941
	Iteration 134Q: 3 clusters Score -3095222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3095226.500000 Penalty: 4989.939941
	Iteration 135Q: 3 clusters Score -3095226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -3095229.750000 Penalty: 4989.939941
	Iteration 136Q: 3 clusters Score -3095230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -3095238.750000 Penalty: 4989.939941
	Iteration 137Q: 3 clusters Score -3095239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3095242.250000 Penalty: 4989.939941
	Iteration 138Q: 3 clusters Score -3095242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3095253.500000 Penalty: 4989.939941
	Iteration 139Q: 3 clusters Score -3095254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -3095260.250000 Penalty: 4989.939941
	Iteration 140F: 3 clusters Score -3095260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3095257.750000 Penalty: 4989.939941
	Iteration 141Q: 3 clusters Score -3095258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -3095265.000000 Penalty: 4989.939941
	Iteration 142Q: 3 clusters Score -3095265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -3095260.500000 Penalty: 4989.939941
	Iteration 143Q: 3 clusters Score -3095260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -3095261.000000 Penalty: 4989.939941
	Iteration 144Q: 3 clusters Score -3095261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -3095264.500000 Penalty: 4989.939941
	Iteration 145Q: 3 clusters Score -3095264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -3095269.750000 Penalty: 4989.939941
	Iteration 146Q: 3 clusters Score -3095270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -3095270.250000 Penalty: 4989.939941
	Iteration 147Q: 3 clusters Score -3095270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3095276.250000 Penalty: 4989.939941
	Iteration 148Q: 3 clusters Score -3095276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -3095272.000000 Penalty: 4989.939941
	Iteration 149Q: 3 clusters Score -3095272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -3095271.500000 Penalty: 4989.939941
	Iteration 150Q: 3 clusters Score -3095272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -3095275.250000 Penalty: 4989.939941
	Iteration 151Q: 3 clusters Score -3095275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -3095275.750000 Penalty: 4989.939941
	Iteration 152Q: 3 clusters Score -3095276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -3095275.000000 Penalty: 4989.939941
	Iteration 153Q: 3 clusters Score -3095275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3095275.750000 Penalty: 4989.939941
	Iteration 154Q: 3 clusters Score -3095276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3095275.750000 Penalty: 4989.939941
	Iteration 155F: 3 clusters Score -3095276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Entering Unmasked Estep 
Score: -1473695.000000 Penalty: 2315.175781
	Iteration 0F: 2 clusters Score -1473695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1465122.125000 Penalty: 4630.351562
	Iteration 0F: 3 clusters Score -1465122 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1467554.625000 Penalty: 4630.351562
	Iteration 1F: 3 clusters Score -1467555 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1467882.375000 Penalty: 4630.351562
	Iteration 2F: 3 clusters Score -1467882 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1468172.625000 Penalty: 4630.351562
	Iteration 3F: 3 clusters Score -1468173 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1468408.250000 Penalty: 4630.351562
	Iteration 4Q: 3 clusters Score -1468408 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1468626.875000 Penalty: 4630.351562
	Iteration 5Q: 3 clusters Score -1468627 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1468872.000000 Penalty: 4630.351562
	Iteration 6Q: 3 clusters Score -1468872 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1469136.750000 Penalty: 4630.351562
	Iteration 7Q: 3 clusters Score -1469137 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1469395.750000 Penalty: 4630.351562
	Iteration 8Q: 3 clusters Score -1469396 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1469644.125000 Penalty: 4630.351562
	Iteration 9Q: 3 clusters Score -1469644 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1469887.750000 Penalty: 4630.351562
	Iteration 10Q: 3 clusters Score -1469888 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1470124.875000 Penalty: 4630.351562
	Iteration 11Q: 3 clusters Score -1470125 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1470336.375000 Penalty: 4630.351562
	Iteration 12Q: 3 clusters Score -1470336 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1470508.500000 Penalty: 4630.351562
	Iteration 13Q: 3 clusters Score -1470508 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1470670.500000 Penalty: 4630.351562
	Iteration 14Q: 3 clusters Score -1470670 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1470838.875000 Penalty: 4630.351562
	Iteration 15Q: 3 clusters Score -1470839 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1471006.875000 Penalty: 4630.351562
	Iteration 16Q: 3 clusters Score -1471007 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1471178.625000 Penalty: 4630.351562
	Iteration 17Q: 3 clusters Score -1471179 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1471324.875000 Penalty: 4630.351562
	Iteration 18Q: 3 clusters Score -1471325 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1471426.500000 Penalty: 4630.351562
	Iteration 19Q: 3 clusters Score -1471426 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1471510.250000 Penalty: 4630.351562
	Iteration 20F: 3 clusters Score -1471510 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1471596.125000 Penalty: 4630.351562
	Iteration 21Q: 3 clusters Score -1471596 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1471659.750000 Penalty: 4630.351562
	Iteration 22Q: 3 clusters Score -1471660 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1471716.000000 Penalty: 4630.351562
	Iteration 23Q: 3 clusters Score -1471716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1471766.500000 Penalty: 4630.351562
	Iteration 24Q: 3 clusters Score -1471766 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1471796.750000 Penalty: 4630.351562
	Iteration 25Q: 3 clusters Score -1471797 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1471819.500000 Penalty: 4630.351562
	Iteration 26Q: 3 clusters Score -1471820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1471838.125000 Penalty: 4630.351562
	Iteration 27Q: 3 clusters Score -1471838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1471848.875000 Penalty: 4630.351562
	Iteration 28Q: 3 clusters Score -1471849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1471862.250000 Penalty: 4630.351562
	Iteration 29Q: 3 clusters Score -1471862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1471874.375000 Penalty: 4630.351562
	Iteration 30Q: 3 clusters Score -1471874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1471884.250000 Penalty: 4630.351562
	Iteration 31Q: 3 clusters Score -1471884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1471885.375000 Penalty: 4630.351562
	Iteration 32Q: 3 clusters Score -1471885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1471892.375000 Penalty: 4630.351562
	Iteration 33Q: 3 clusters Score -1471892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1471895.125000 Penalty: 4630.351562
	Iteration 34Q: 3 clusters Score -1471895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1471899.250000 Penalty: 4630.351562
	Iteration 35Q: 3 clusters Score -1471899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1471903.250000 Penalty: 4630.351562
	Iteration 36Q: 3 clusters Score -1471903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1471909.625000 Penalty: 4630.351562
	Iteration 37Q: 3 clusters Score -1471910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1471913.500000 Penalty: 4630.351562
	Iteration 38Q: 3 clusters Score -1471914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1471917.500000 Penalty: 4630.351562
	Iteration 39Q: 3 clusters Score -1471918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1471921.625000 Penalty: 4630.351562
	Iteration 40F: 3 clusters Score -1471922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1471926.750000 Penalty: 4630.351562
	Iteration 41Q: 3 clusters Score -1471927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1471930.250000 Penalty: 4630.351562
	Iteration 42Q: 3 clusters Score -1471930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1471937.375000 Penalty: 4630.351562
	Iteration 43Q: 3 clusters Score -1471937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1471937.625000 Penalty: 4630.351562
	Iteration 44Q: 3 clusters Score -1471938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1471937.250000 Penalty: 4630.351562
	Iteration 45Q: 3 clusters Score -1471937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1471937.250000 Penalty: 4630.351562
	Iteration 46F: 3 clusters Score -1471937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Entering Unmasked Estep 
Score: -3208468.250000 Penalty: 2517.760498
	Iteration 0F: 2 clusters Score -3208468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -3190612.250000 Penalty: 5035.520996
	Iteration 0F: 3 clusters Score -3190612 nChanged 11593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -3197479.750000 Penalty: 5035.520996
	Iteration 1F: 3 clusters Score -3197480 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -3198853.250000 Penalty: 5035.520996
	Iteration 2F: 3 clusters Score -3198853 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -3200710.000000 Penalty: 5035.520996
	Iteration 3F: 3 clusters Score -3200710 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3202773.250000 Penalty: 5035.520996
	Iteration 4F: 3 clusters Score -3202773 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3204371.000000 Penalty: 5035.520996
	Iteration 5F: 3 clusters Score -3204371 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3205236.250000 Penalty: 5035.520996
	Iteration 6F: 3 clusters Score -3205236 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -3205734.250000 Penalty: 5035.520996
	Iteration 7Q: 3 clusters Score -3205734 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3206079.250000 Penalty: 5035.520996
	Iteration 8Q: 3 clusters Score -3206079 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -3206326.500000 Penalty: 5035.520996
	Iteration 9Q: 3 clusters Score -3206326 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -3206493.000000 Penalty: 5035.520996
	Iteration 10Q: 3 clusters Score -3206493 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3206632.500000 Penalty: 5035.520996
	Iteration 11Q: 3 clusters Score -3206632 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -3206729.500000 Penalty: 5035.520996
	Iteration 12Q: 3 clusters Score -3206730 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -3206803.250000 Penalty: 5035.520996
	Iteration 13Q: 3 clusters Score -3206803 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -3206848.500000 Penalty: 5035.520996
	Iteration 14Q: 3 clusters Score -3206848 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -3206878.000000 Penalty: 5035.520996
	Iteration 15Q: 3 clusters Score -3206878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3206911.000000 Penalty: 5035.520996
	Iteration 16Q: 3 clusters Score -3206911 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -3206943.250000 Penalty: 5035.520996
	Iteration 17Q: 3 clusters Score -3206943 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -3206964.000000 Penalty: 5035.520996
	Iteration 18Q: 3 clusters Score -3206964 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -3206994.000000 Penalty: 5035.520996
	Iteration 19Q: 3 clusters Score -3206994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -3207014.750000 Penalty: 5035.520996
	Iteration 20F: 3 clusters Score -3207015 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3207025.500000 Penalty: 5035.520996
	Iteration 21Q: 3 clusters Score -3207026 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3207039.250000 Penalty: 5035.520996
	Iteration 22Q: 3 clusters Score -3207039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3207047.500000 Penalty: 5035.520996
	Iteration 23Q: 3 clusters Score -3207048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3207047.000000 Penalty: 5035.520996
	Iteration 24Q: 3 clusters Score -3207047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3207056.000000 Penalty: 5035.520996
	Iteration 25Q: 3 clusters Score -3207056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -3207069.250000 Penalty: 5035.520996
	Iteration 26Q: 3 clusters Score -3207069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3207068.750000 Penalty: 5035.520996
	Iteration 27Q: 3 clusters Score -3207069 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -3207088.750000 Penalty: 5035.520996
	Iteration 28Q: 3 clusters Score -3207089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -3207088.750000 Penalty: 5035.520996
	Iteration 29Q: 3 clusters Score -3207089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3207094.250000 Penalty: 5035.520996
	Iteration 30Q: 3 clusters Score -3207094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -3207092.250000 Penalty: 5035.520996
	Iteration 31Q: 3 clusters Score -3207092 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -3207101.250000 Penalty: 5035.520996
	Iteration 32Q: 3 clusters Score -3207101 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -3207102.000000 Penalty: 5035.520996
	Iteration 33Q: 3 clusters Score -3207102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3207098.500000 Penalty: 5035.520996
	Iteration 34Q: 3 clusters Score -3207098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -3207112.250000 Penalty: 5035.520996
	Iteration 35Q: 3 clusters Score -3207112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3207118.500000 Penalty: 5035.520996
	Iteration 36Q: 3 clusters Score -3207118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3207116.000000 Penalty: 5035.520996
	Iteration 37Q: 3 clusters Score -3207116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3207107.000000 Penalty: 5035.520996
	Iteration 38Q: 3 clusters Score -3207107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3207111.500000 Penalty: 5035.520996
	Iteration 39Q: 3 clusters Score -3207112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3207101.250000 Penalty: 5035.520996
	Iteration 40F: 3 clusters Score -3207101 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3207111.750000 Penalty: 5035.520996
	Iteration 41Q: 3 clusters Score -3207112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3207114.500000 Penalty: 5035.520996
	Iteration 42Q: 3 clusters Score -3207114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3207123.250000 Penalty: 5035.520996
	Iteration 43Q: 3 clusters Score -3207123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -3207125.250000 Penalty: 5035.520996
	Iteration 44Q: 3 clusters Score -3207125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -3207119.750000 Penalty: 5035.520996
	Iteration 45Q: 3 clusters Score -3207120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -3207125.750000 Penalty: 5035.520996
	Iteration 46Q: 3 clusters Score -3207126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -3207123.750000 Penalty: 5035.520996
	Iteration 47Q: 3 clusters Score -3207124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3207122.000000 Penalty: 5035.520996
	Iteration 48Q: 3 clusters Score -3207122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3207128.250000 Penalty: 5035.520996
	Iteration 49Q: 3 clusters Score -3207128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3207125.250000 Penalty: 5035.520996
	Iteration 50Q: 3 clusters Score -3207125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3207136.750000 Penalty: 5035.520996
	Iteration 51Q: 3 clusters Score -3207137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3207140.500000 Penalty: 5035.520996
	Iteration 52Q: 3 clusters Score -3207140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3207141.000000 Penalty: 5035.520996
	Iteration 53Q: 3 clusters Score -3207141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3207143.000000 Penalty: 5035.520996
	Iteration 54Q: 3 clusters Score -3207143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3207138.500000 Penalty: 5035.520996
	Iteration 55Q: 3 clusters Score -3207138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3207144.500000 Penalty: 5035.520996
	Iteration 56Q: 3 clusters Score -3207144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -3207148.000000 Penalty: 5035.520996
	Iteration 57Q: 3 clusters Score -3207148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3207151.750000 Penalty: 5035.520996
	Iteration 58Q: 3 clusters Score -3207152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3207155.000000 Penalty: 5035.520996
	Iteration 59Q: 3 clusters Score -3207155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3207161.500000 Penalty: 5035.520996
	Iteration 60F: 3 clusters Score -3207162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3207159.500000 Penalty: 5035.520996
	Iteration 61Q: 3 clusters Score -3207160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3207159.750000 Penalty: 5035.520996
	Iteration 62Q: 3 clusters Score -3207160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3207159.750000 Penalty: 5035.520996
	Iteration 63Q: 3 clusters Score -3207160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3207162.000000 Penalty: 5035.520996
	Iteration 64Q: 3 clusters Score -3207162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3207166.750000 Penalty: 5035.520996
	Iteration 65Q: 3 clusters Score -3207167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3207167.500000 Penalty: 5035.520996
	Iteration 66Q: 3 clusters Score -3207168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3207169.000000 Penalty: 5035.520996
	Iteration 67Q: 3 clusters Score -3207169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3207169.000000 Penalty: 5035.520996
	Iteration 68F: 3 clusters Score -3207169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (145303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145303 members 
Entering Unmasked Estep 
Score: -19929032.000000 Penalty: 2947.871094
	Iteration 0F: 2 clusters Score -1.992903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -19833546.000000 Penalty: 5895.742188
	Iteration 0F: 3 clusters Score -1.983355e+07 nChanged 69211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 73409 members 
Entering Unmasked Estep 
Score: -19873822.000000 Penalty: 5895.742188
	Iteration 1F: 3 clusters Score -1.987382e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71264 members 
Mstep: Class 2 contains 74039 members 
Entering Unmasked Estep 
Score: -19874888.000000 Penalty: 5895.742188
	Iteration 2Q: 3 clusters Score -1.987489e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70264 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -19876348.000000 Penalty: 5895.742188
	Iteration 3Q: 3 clusters Score -1.987635e+07 nChanged 5632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68620 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -19878230.000000 Penalty: 5895.742188
	Iteration 4Q: 3 clusters Score -1.987823e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 79077 members 
Entering Unmasked Estep 
Score: -19880956.000000 Penalty: 5895.742188
	Iteration 5Q: 3 clusters Score -1.988096e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62937 members 
Mstep: Class 2 contains 82366 members 
Entering Unmasked Estep 
Score: -19884520.000000 Penalty: 5895.742188
	Iteration 6F: 3 clusters Score -1.988452e+07 nChanged 8358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 86276 members 
Entering Unmasked Estep 
Score: -19888550.000000 Penalty: 5895.742188
	Iteration 7F: 3 clusters Score -1.988855e+07 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 90762 members 
Entering Unmasked Estep 
Score: -19892552.000000 Penalty: 5895.742188
	Iteration 8F: 3 clusters Score -1.989255e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 95238 members 
Entering Unmasked Estep 
Score: -19896058.000000 Penalty: 5895.742188
	Iteration 9F: 3 clusters Score -1.989606e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 99871 members 
Entering Unmasked Estep 
Score: -19899330.000000 Penalty: 5895.742188
	Iteration 10Q: 3 clusters Score -1.989933e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 104421 members 
Entering Unmasked Estep 
Score: -19902694.000000 Penalty: 5895.742188
	Iteration 11Q: 3 clusters Score -1.990269e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 108863 members 
Entering Unmasked Estep 
Score: -19906628.000000 Penalty: 5895.742188
	Iteration 12Q: 3 clusters Score -1.990663e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 112870 members 
Entering Unmasked Estep 
Score: -19910768.000000 Penalty: 5895.742188
	Iteration 13Q: 3 clusters Score -1.991077e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 116084 members 
Entering Unmasked Estep 
Score: -19914910.000000 Penalty: 5895.742188
	Iteration 14Q: 3 clusters Score -1.991491e+07 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 118395 members 
Entering Unmasked Estep 
Score: -19918086.000000 Penalty: 5895.742188
	Iteration 15Q: 3 clusters Score -1.991809e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 120043 members 
Entering Unmasked Estep 
Score: -19920198.000000 Penalty: 5895.742188
	Iteration 16Q: 3 clusters Score -1.99202e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 121408 members 
Entering Unmasked Estep 
Score: -19921160.000000 Penalty: 5895.742188
	Iteration 17Q: 3 clusters Score -1.992116e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 122657 members 
Entering Unmasked Estep 
Score: -19921806.000000 Penalty: 5895.742188
	Iteration 18Q: 3 clusters Score -1.992181e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 123779 members 
Entering Unmasked Estep 
Score: -19922316.000000 Penalty: 5895.742188
	Iteration 19Q: 3 clusters Score -1.992232e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 124898 members 
Entering Unmasked Estep 
Score: -19922788.000000 Penalty: 5895.742188
	Iteration 20F: 3 clusters Score -1.992279e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 126026 members 
Entering Unmasked Estep 
Score: -19923240.000000 Penalty: 5895.742188
	Iteration 21Q: 3 clusters Score -1.992324e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 127084 members 
Entering Unmasked Estep 
Score: -19923514.000000 Penalty: 5895.742188
	Iteration 22Q: 3 clusters Score -1.992351e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 128123 members 
Entering Unmasked Estep 
Score: -19923782.000000 Penalty: 5895.742188
	Iteration 23Q: 3 clusters Score -1.992378e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 129167 members 
Entering Unmasked Estep 
Score: -19924060.000000 Penalty: 5895.742188
	Iteration 24Q: 3 clusters Score -1.992406e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 130246 members 
Entering Unmasked Estep 
Score: -19924378.000000 Penalty: 5895.742188
	Iteration 25Q: 3 clusters Score -1.992438e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 131268 members 
Entering Unmasked Estep 
Score: -19924580.000000 Penalty: 5895.742188
	Iteration 26Q: 3 clusters Score -1.992458e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 132259 members 
Entering Unmasked Estep 
Score: -19924800.000000 Penalty: 5895.742188
	Iteration 27Q: 3 clusters Score -1.99248e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 133222 members 
Entering Unmasked Estep 
Score: -19925086.000000 Penalty: 5895.742188
	Iteration 28Q: 3 clusters Score -1.992509e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 134243 members 
Entering Unmasked Estep 
Score: -19925308.000000 Penalty: 5895.742188
	Iteration 29Q: 3 clusters Score -1.992531e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 135261 members 
Entering Unmasked Estep 
Score: -19925526.000000 Penalty: 5895.742188
	Iteration 30Q: 3 clusters Score -1.992553e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 136184 members 
Entering Unmasked Estep 
Score: -19925734.000000 Penalty: 5895.742188
	Iteration 31Q: 3 clusters Score -1.992573e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 137058 members 
Entering Unmasked Estep 
Score: -19926054.000000 Penalty: 5895.742188
	Iteration 32Q: 3 clusters Score -1.992605e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 137807 members 
Entering Unmasked Estep 
Score: -19926256.000000 Penalty: 5895.742188
	Iteration 33Q: 3 clusters Score -1.992626e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 138525 members 
Entering Unmasked Estep 
Score: -19926546.000000 Penalty: 5895.742188
	Iteration 34Q: 3 clusters Score -1.992655e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 139172 members 
Entering Unmasked Estep 
Score: -19926706.000000 Penalty: 5895.742188
	Iteration 35Q: 3 clusters Score -1.992671e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 139708 members 
Entering Unmasked Estep 
Score: -19926874.000000 Penalty: 5895.742188
	Iteration 36Q: 3 clusters Score -1.992687e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 140157 members 
Entering Unmasked Estep 
Score: -19926992.000000 Penalty: 5895.742188
	Iteration 37Q: 3 clusters Score -1.992699e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 140508 members 
Entering Unmasked Estep 
Score: -19927070.000000 Penalty: 5895.742188
	Iteration 38Q: 3 clusters Score -1.992707e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 140821 members 
Entering Unmasked Estep 
Score: -19927128.000000 Penalty: 5895.742188
	Iteration 39Q: 3 clusters Score -1.992713e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 141070 members 
Entering Unmasked Estep 
Score: -19927202.000000 Penalty: 5895.742188
	Iteration 40F: 3 clusters Score -1.99272e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 141275 members 
Entering Unmasked Estep 
Score: -19927238.000000 Penalty: 5895.742188
	Iteration 41Q: 3 clusters Score -1.992724e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 141436 members 
Entering Unmasked Estep 
Score: -19927318.000000 Penalty: 5895.742188
	Iteration 42Q: 3 clusters Score -1.992732e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 141583 members 
Entering Unmasked Estep 
Score: -19927334.000000 Penalty: 5895.742188
	Iteration 43Q: 3 clusters Score -1.992733e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 141719 members 
Entering Unmasked Estep 
Score: -19927350.000000 Penalty: 5895.742188
	Iteration 44Q: 3 clusters Score -1.992735e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 141838 members 
Entering Unmasked Estep 
Score: -19927360.000000 Penalty: 5895.742188
	Iteration 45Q: 3 clusters Score -1.992736e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 141926 members 
Entering Unmasked Estep 
Score: -19927386.000000 Penalty: 5895.742188
	Iteration 46Q: 3 clusters Score -1.992739e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 142007 members 
Entering Unmasked Estep 
Score: -19927400.000000 Penalty: 5895.742188
	Iteration 47Q: 3 clusters Score -1.99274e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 142076 members 
Entering Unmasked Estep 
Score: -19927410.000000 Penalty: 5895.742188
	Iteration 48Q: 3 clusters Score -1.992741e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 142134 members 
Entering Unmasked Estep 
Score: -19927420.000000 Penalty: 5895.742188
	Iteration 49Q: 3 clusters Score -1.992742e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 142186 members 
Entering Unmasked Estep 
Score: -19927426.000000 Penalty: 5895.742188
	Iteration 50Q: 3 clusters Score -1.992743e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 142236 members 
Entering Unmasked Estep 
Score: -19927438.000000 Penalty: 5895.742188
	Iteration 51Q: 3 clusters Score -1.992744e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 142274 members 
Entering Unmasked Estep 
Score: -19927452.000000 Penalty: 5895.742188
	Iteration 52Q: 3 clusters Score -1.992745e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 142310 members 
Entering Unmasked Estep 
Score: -19927462.000000 Penalty: 5895.742188
	Iteration 53Q: 3 clusters Score -1.992746e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 142352 members 
Entering Unmasked Estep 
Score: -19927468.000000 Penalty: 5895.742188
	Iteration 54Q: 3 clusters Score -1.992747e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 142377 members 
Entering Unmasked Estep 
Score: -19927482.000000 Penalty: 5895.742188
	Iteration 55Q: 3 clusters Score -1.992748e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 142398 members 
Entering Unmasked Estep 
Score: -19927476.000000 Penalty: 5895.742188
	Iteration 56Q: 3 clusters Score -1.992748e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 142422 members 
Entering Unmasked Estep 
Score: -19927486.000000 Penalty: 5895.742188
	Iteration 57Q: 3 clusters Score -1.992749e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 142432 members 
Entering Unmasked Estep 
Score: -19927482.000000 Penalty: 5895.742188
	Iteration 58Q: 3 clusters Score -1.992748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 142451 members 
Entering Unmasked Estep 
Score: -19927492.000000 Penalty: 5895.742188
	Iteration 59Q: 3 clusters Score -1.992749e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 142471 members 
Entering Unmasked Estep 
Score: -19927480.000000 Penalty: 5895.742188
	Iteration 60F: 3 clusters Score -1.992748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 142484 members 
Entering Unmasked Estep 
Score: -19927490.000000 Penalty: 5895.742188
	Iteration 61Q: 3 clusters Score -1.992749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 142497 members 
Entering Unmasked Estep 
Score: -19927478.000000 Penalty: 5895.742188
	Iteration 62Q: 3 clusters Score -1.992748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 142510 members 
Entering Unmasked Estep 
Score: -19927472.000000 Penalty: 5895.742188
	Iteration 63Q: 3 clusters Score -1.992747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 142519 members 
Entering Unmasked Estep 
Score: -19927476.000000 Penalty: 5895.742188
	Iteration 64Q: 3 clusters Score -1.992748e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 142535 members 
Entering Unmasked Estep 
Score: -19927468.000000 Penalty: 5895.742188
	Iteration 65Q: 3 clusters Score -1.992747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 142538 members 
Entering Unmasked Estep 
Score: -19927468.000000 Penalty: 5895.742188
	Iteration 66Q: 3 clusters Score -1.992747e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 142542 members 
Entering Unmasked Estep 
Score: -19927484.000000 Penalty: 5895.742188
	Iteration 67Q: 3 clusters Score -1.992748e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 142545 members 
Entering Unmasked Estep 
Score: -19927488.000000 Penalty: 5895.742188
	Iteration 68Q: 3 clusters Score -1.992749e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 142549 members 
Entering Unmasked Estep 
Score: -19927506.000000 Penalty: 5895.742188
	Iteration 69Q: 3 clusters Score -1.992751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 142554 members 
Entering Unmasked Estep 
Score: -19927502.000000 Penalty: 5895.742188
	Iteration 70Q: 3 clusters Score -1.99275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 142559 members 
Entering Unmasked Estep 
Score: -19927486.000000 Penalty: 5895.742188
	Iteration 71Q: 3 clusters Score -1.992749e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 142561 members 
Entering Unmasked Estep 
Score: -19927498.000000 Penalty: 5895.742188
	Iteration 72Q: 3 clusters Score -1.99275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 142568 members 
Entering Unmasked Estep 
Score: -19927490.000000 Penalty: 5895.742188
	Iteration 73Q: 3 clusters Score -1.992749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 142575 members 
Entering Unmasked Estep 
Score: -19927520.000000 Penalty: 5895.742188
	Iteration 74Q: 3 clusters Score -1.992752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 142584 members 
Entering Unmasked Estep 
Score: -19927524.000000 Penalty: 5895.742188
	Iteration 75Q: 3 clusters Score -1.992752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 142598 members 
Entering Unmasked Estep 
Score: -19927516.000000 Penalty: 5895.742188
	Iteration 76Q: 3 clusters Score -1.992752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 142606 members 
Entering Unmasked Estep 
Score: -19927516.000000 Penalty: 5895.742188
	Iteration 77Q: 3 clusters Score -1.992752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 142610 members 
Entering Unmasked Estep 
Score: -19927522.000000 Penalty: 5895.742188
	Iteration 78Q: 3 clusters Score -1.992752e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 142612 members 
Entering Unmasked Estep 
Score: -19927530.000000 Penalty: 5895.742188
	Iteration 79Q: 3 clusters Score -1.992753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 142618 members 
Entering Unmasked Estep 
Score: -19927536.000000 Penalty: 5895.742188
	Iteration 80F: 3 clusters Score -1.992754e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 142621 members 
Entering Unmasked Estep 
Score: -19927544.000000 Penalty: 5895.742188
	Iteration 81Q: 3 clusters Score -1.992754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 142623 members 
Entering Unmasked Estep 
Score: -19927550.000000 Penalty: 5895.742188
	Iteration 82Q: 3 clusters Score -1.992755e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -19927546.000000 Penalty: 5895.742188
	Iteration 83Q: 3 clusters Score -1.992755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -19927544.000000 Penalty: 5895.742188
	Iteration 84Q: 3 clusters Score -1.992754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -19927544.000000 Penalty: 5895.742188
	Iteration 85F: 3 clusters Score -1.992754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -29053.767578 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -29053.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27885.800781 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -27885.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27986.660156 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -27986.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28040.974609 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -28040.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28040.974609 Penalty: 2710.060547
	Iteration 3F: 3 clusters Score -28040.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Entering Unmasked Estep 
Score: -1010655.312500 Penalty: 2205.367676
	Iteration 0F: 2 clusters Score -1010655 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 3656 members 
Entering Unmasked Estep 
Score: -1004740.312500 Penalty: 4410.735352
	Iteration 0F: 3 clusters Score -1004740 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1006310.375000 Penalty: 4410.735352
	Iteration 1F: 3 clusters Score -1006310 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1006608.812500 Penalty: 4410.735352
	Iteration 2F: 3 clusters Score -1006609 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1006814.812500 Penalty: 4410.735352
	Iteration 3F: 3 clusters Score -1006815 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1006986.750000 Penalty: 4410.735352
	Iteration 4Q: 3 clusters Score -1006987 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1007160.250000 Penalty: 4410.735352
	Iteration 5Q: 3 clusters Score -1007160 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1007354.312500 Penalty: 4410.735352
	Iteration 6Q: 3 clusters Score -1007354 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1007567.312500 Penalty: 4410.735352
	Iteration 7Q: 3 clusters Score -1007567 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1007791.500000 Penalty: 4410.735352
	Iteration 8Q: 3 clusters Score -1007792 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1008015.187500 Penalty: 4410.735352
	Iteration 9Q: 3 clusters Score -1008015 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1008243.750000 Penalty: 4410.735352
	Iteration 10Q: 3 clusters Score -1008244 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1008450.437500 Penalty: 4410.735352
	Iteration 11Q: 3 clusters Score -1008450 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1008639.062500 Penalty: 4410.735352
	Iteration 12Q: 3 clusters Score -1008639 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1008850.687500 Penalty: 4410.735352
	Iteration 13Q: 3 clusters Score -1008851 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1009065.000000 Penalty: 4410.735352
	Iteration 14Q: 3 clusters Score -1009065 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1009215.500000 Penalty: 4410.735352
	Iteration 15Q: 3 clusters Score -1009216 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1009306.187500 Penalty: 4410.735352
	Iteration 16Q: 3 clusters Score -1009306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1009381.187500 Penalty: 4410.735352
	Iteration 17Q: 3 clusters Score -1009381 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1009456.562500 Penalty: 4410.735352
	Iteration 18Q: 3 clusters Score -1009457 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1009533.250000 Penalty: 4410.735352
	Iteration 19Q: 3 clusters Score -1009533 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1009589.125000 Penalty: 4410.735352
	Iteration 20F: 3 clusters Score -1009589 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1009633.500000 Penalty: 4410.735352
	Iteration 21Q: 3 clusters Score -1009634 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1009675.187500 Penalty: 4410.735352
	Iteration 22Q: 3 clusters Score -1009675 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1009706.062500 Penalty: 4410.735352
	Iteration 23Q: 3 clusters Score -1009706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1009723.812500 Penalty: 4410.735352
	Iteration 24Q: 3 clusters Score -1009724 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1009732.125000 Penalty: 4410.735352
	Iteration 25Q: 3 clusters Score -1009732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1009738.375000 Penalty: 4410.735352
	Iteration 26Q: 3 clusters Score -1009738 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1009746.187500 Penalty: 4410.735352
	Iteration 27Q: 3 clusters Score -1009746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1009753.062500 Penalty: 4410.735352
	Iteration 28Q: 3 clusters Score -1009753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1009754.875000 Penalty: 4410.735352
	Iteration 29Q: 3 clusters Score -1009755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1009756.875000 Penalty: 4410.735352
	Iteration 30Q: 3 clusters Score -1009757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1009760.625000 Penalty: 4410.735352
	Iteration 31Q: 3 clusters Score -1009761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1009761.500000 Penalty: 4410.735352
	Iteration 32Q: 3 clusters Score -1009762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1009760.625000 Penalty: 4410.735352
	Iteration 33Q: 3 clusters Score -1009761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1009760.625000 Penalty: 4410.735352
	Iteration 34F: 3 clusters Score -1009761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -64492.296875 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -64492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62998.191406 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -62998.19 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63151.093750 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -63151.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63192.832031 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -63192.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63208.140625 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -63208.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63233.621094 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -63233.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63278.472656 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -63278.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63292.003906 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -63292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -63303.113281 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -63303.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63313.375000 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -63313.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63319.894531 Penalty: 3068.359619
	Iteration 9Q: 3 clusters Score -63319.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63324.082031 Penalty: 3068.359619
	Iteration 10Q: 3 clusters Score -63324.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63327.500000 Penalty: 3068.359619
	Iteration 11Q: 3 clusters Score -63327.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63328.859375 Penalty: 3068.359619
	Iteration 12Q: 3 clusters Score -63328.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63328.859375 Penalty: 3068.359619
	Iteration 13F: 3 clusters Score -63328.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Entering Unmasked Estep 
Score: -910119.687500 Penalty: 2195.460938
	Iteration 0F: 2 clusters Score -910119.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -904309.500000 Penalty: 4390.921875
	Iteration 0F: 3 clusters Score -904309.5 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -905946.937500 Penalty: 4390.921875
	Iteration 1F: 3 clusters Score -905946.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -906309.625000 Penalty: 4390.921875
	Iteration 2F: 3 clusters Score -906309.6 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -906647.062500 Penalty: 4390.921875
	Iteration 3F: 3 clusters Score -906647.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -906960.750000 Penalty: 4390.921875
	Iteration 4F: 3 clusters Score -906960.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -907210.375000 Penalty: 4390.921875
	Iteration 5F: 3 clusters Score -907210.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -907464.562500 Penalty: 4390.921875
	Iteration 6F: 3 clusters Score -907464.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -907686.062500 Penalty: 4390.921875
	Iteration 7Q: 3 clusters Score -907686.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -907882.500000 Penalty: 4390.921875
	Iteration 8Q: 3 clusters Score -907882.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -908060.500000 Penalty: 4390.921875
	Iteration 9Q: 3 clusters Score -908060.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -908209.000000 Penalty: 4390.921875
	Iteration 10Q: 3 clusters Score -908209 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -908357.062500 Penalty: 4390.921875
	Iteration 11Q: 3 clusters Score -908357.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -908479.312500 Penalty: 4390.921875
	Iteration 12Q: 3 clusters Score -908479.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -908593.562500 Penalty: 4390.921875
	Iteration 13Q: 3 clusters Score -908593.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -908666.687500 Penalty: 4390.921875
	Iteration 14Q: 3 clusters Score -908666.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -908721.687500 Penalty: 4390.921875
	Iteration 15Q: 3 clusters Score -908721.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -908757.312500 Penalty: 4390.921875
	Iteration 16Q: 3 clusters Score -908757.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -908793.562500 Penalty: 4390.921875
	Iteration 17Q: 3 clusters Score -908793.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -908815.687500 Penalty: 4390.921875
	Iteration 18Q: 3 clusters Score -908815.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -908837.937500 Penalty: 4390.921875
	Iteration 19Q: 3 clusters Score -908837.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -908858.125000 Penalty: 4390.921875
	Iteration 20F: 3 clusters Score -908858.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -908871.500000 Penalty: 4390.921875
	Iteration 21Q: 3 clusters Score -908871.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -908885.000000 Penalty: 4390.921875
	Iteration 22Q: 3 clusters Score -908885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -908892.312500 Penalty: 4390.921875
	Iteration 23Q: 3 clusters Score -908892.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -908900.312500 Penalty: 4390.921875
	Iteration 24Q: 3 clusters Score -908900.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -908905.937500 Penalty: 4390.921875
	Iteration 25Q: 3 clusters Score -908905.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -908912.125000 Penalty: 4390.921875
	Iteration 26Q: 3 clusters Score -908912.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -908917.812500 Penalty: 4390.921875
	Iteration 27Q: 3 clusters Score -908917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -908922.500000 Penalty: 4390.921875
	Iteration 28Q: 3 clusters Score -908922.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -908923.187500 Penalty: 4390.921875
	Iteration 29Q: 3 clusters Score -908923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -908925.062500 Penalty: 4390.921875
	Iteration 30Q: 3 clusters Score -908925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -908927.000000 Penalty: 4390.921875
	Iteration 31Q: 3 clusters Score -908927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -908928.750000 Penalty: 4390.921875
	Iteration 32Q: 3 clusters Score -908928.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -908932.312500 Penalty: 4390.921875
	Iteration 33Q: 3 clusters Score -908932.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -908937.875000 Penalty: 4390.921875
	Iteration 34Q: 3 clusters Score -908937.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -908943.625000 Penalty: 4390.921875
	Iteration 35Q: 3 clusters Score -908943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -908946.875000 Penalty: 4390.921875
	Iteration 36Q: 3 clusters Score -908946.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -908948.500000 Penalty: 4390.921875
	Iteration 37Q: 3 clusters Score -908948.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -908949.125000 Penalty: 4390.921875
	Iteration 38Q: 3 clusters Score -908949.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -908948.812500 Penalty: 4390.921875
	Iteration 39Q: 3 clusters Score -908948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -908950.750000 Penalty: 4390.921875
	Iteration 40F: 3 clusters Score -908950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -908953.500000 Penalty: 4390.921875
	Iteration 41Q: 3 clusters Score -908953.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -908957.750000 Penalty: 4390.921875
	Iteration 42Q: 3 clusters Score -908957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -908958.375000 Penalty: 4390.921875
	Iteration 43Q: 3 clusters Score -908958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -908960.812500 Penalty: 4390.921875
	Iteration 44Q: 3 clusters Score -908960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -908962.562500 Penalty: 4390.921875
	Iteration 45Q: 3 clusters Score -908962.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -908967.875000 Penalty: 4390.921875
	Iteration 46Q: 3 clusters Score -908967.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -908973.500000 Penalty: 4390.921875
	Iteration 47Q: 3 clusters Score -908973.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -908984.187500 Penalty: 4390.921875
	Iteration 48Q: 3 clusters Score -908984.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -908987.000000 Penalty: 4390.921875
	Iteration 49Q: 3 clusters Score -908987 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -908994.000000 Penalty: 4390.921875
	Iteration 50Q: 3 clusters Score -908994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -908997.500000 Penalty: 4390.921875
	Iteration 51Q: 3 clusters Score -908997.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -909005.062500 Penalty: 4390.921875
	Iteration 52Q: 3 clusters Score -909005.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -909012.375000 Penalty: 4390.921875
	Iteration 53Q: 3 clusters Score -909012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -909014.375000 Penalty: 4390.921875
	Iteration 54Q: 3 clusters Score -909014.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -909015.375000 Penalty: 4390.921875
	Iteration 55Q: 3 clusters Score -909015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -909015.375000 Penalty: 4390.921875
	Iteration 56Q: 3 clusters Score -909015.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -909015.375000 Penalty: 4390.921875
	Iteration 57F: 3 clusters Score -909015.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37420.335938 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -37420.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36187.628906 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -36187.63 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36457.179688 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -36457.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36618.734375 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -36618.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36757.406250 Penalty: 2879.346924
	Iteration 3F: 3 clusters Score -36757.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36794.031250 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -36794.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36843.246094 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -36843.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36899.398438 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -36899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36930.105469 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -36930.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36962.812500 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -36962.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36973.953125 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -36973.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36990.742188 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -36990.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36997.804688 Penalty: 2879.346924
	Iteration 11Q: 3 clusters Score -36997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36997.804688 Penalty: 2879.346924
	Iteration 12F: 3 clusters Score -36997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -150993.640625 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -150993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -148958.812500 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -148958.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -149520.234375 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -149520.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -149863.703125 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -149863.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -150291.187500 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -150291.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -150651.093750 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -150651.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -150866.281250 Penalty: 3496.860840
	Iteration 5Q: 3 clusters Score -150866.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -151392.859375 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -151392.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -151497.656250 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -151497.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -151592.265625 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -151592.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -151744.984375 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -151745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -151914.234375 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -151914.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -151983.281250 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -151983.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -152035.031250 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -152035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152057.906250 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -152057.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -152062.625000 Penalty: 3496.860840
	Iteration 14Q: 3 clusters Score -152062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152068.687500 Penalty: 3496.860840
	Iteration 15Q: 3 clusters Score -152068.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152068.687500 Penalty: 3496.860840
	Iteration 16F: 3 clusters Score -152068.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 33810 members 
Mstep: Class 3 contains 20978 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60219 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49121 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38027 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29450 members 
Mstep: Class 12 contains 85398 members 
Mstep: Class 13 contains 29511 members 
Mstep: Class 14 contains 276291 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23397 members 
Mstep: Class 17 contains 11332 members 
Mstep: Class 18 contains 25649 members 
Mstep: Class 19 contains 145303 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 415 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 738 members 
Entering Unmasked Estep 
Score: -122230912.000000 Penalty: 91853.718750
Splitting cluster 25 changes total score from -122231632.000000 to -122230912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -72093.664062 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -72093.66 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 293 members 
Entering Unmasked Estep 
Score: -70562.117188 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70562.12 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -70887.125000 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -70887.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -71092.367188 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -71092.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71171.679688 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -71171.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71230.656250 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -71230.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71272.085938 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -71272.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71375.601562 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -71375.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71754.554688 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -71754.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -71871.960938 Penalty: 3152.629395
	Iteration 8F: 3 clusters Score -71871.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -71926.531250 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -71926.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -71975.484375 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -71975.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -72028.171875 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -72028.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -72191.523438 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -72191.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -72337.601562 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -72337.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -72371.773438 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -72371.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -72380.507812 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -72380.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -72388.234375 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -72388.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -72388.234375 Penalty: 3152.629395
	Iteration 17F: 3 clusters Score -72388.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 33810 members 
Mstep: Class 3 contains 20978 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60219 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49121 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38027 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29450 members 
Mstep: Class 12 contains 85398 members 
Mstep: Class 13 contains 29511 members 
Mstep: Class 14 contains 276291 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23397 members 
Mstep: Class 17 contains 11332 members 
Mstep: Class 18 contains 25649 members 
Mstep: Class 19 contains 145303 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 431 members 
Mstep: Class 27 contains 145 members 
Entering Unmasked Estep 
Score: -122229944.000000 Penalty: 91853.718750
Splitting cluster 26 changes total score from -122231632.000000 to -122229944.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 33810 members 
Mstep: Class 3 contains 20978 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60219 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49121 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38027 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29450 members 
Mstep: Class 12 contains 85398 members 
Mstep: Class 13 contains 29511 members 
Mstep: Class 14 contains 276291 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23397 members 
Mstep: Class 17 contains 11332 members 
Mstep: Class 18 contains 25649 members 
Mstep: Class 19 contains 145303 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231544.000000 Penalty: 88451.726562
Iteration 199Q: 27 clusters Score -1.222315e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 33804 members 
Mstep: Class 3 contains 20983 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60256 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49120 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38022 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29446 members 
Mstep: Class 12 contains 85381 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276291 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23401 members 
Mstep: Class 17 contains 11332 members 
Mstep: Class 18 contains 25651 members 
Mstep: Class 19 contains 145290 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6993 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231600.000000 Penalty: 88451.726562
Iteration 200F: 27 clusters Score -1.222316e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 33802 members 
Mstep: Class 3 contains 20985 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60280 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49118 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38018 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29440 members 
Mstep: Class 12 contains 85372 members 
Mstep: Class 13 contains 29509 members 
Mstep: Class 14 contains 276288 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23408 members 
Mstep: Class 17 contains 11334 members 
Mstep: Class 18 contains 25653 members 
Mstep: Class 19 contains 145281 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6992 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231632.000000 Penalty: 88451.726562
Iteration 201Q: 27 clusters Score -1.222316e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 33799 members 
Mstep: Class 3 contains 20988 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60307 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49117 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38011 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29435 members 
Mstep: Class 12 contains 85360 members 
Mstep: Class 13 contains 29509 members 
Mstep: Class 14 contains 276287 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23418 members 
Mstep: Class 17 contains 11334 members 
Mstep: Class 18 contains 25656 members 
Mstep: Class 19 contains 145268 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6991 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231600.000000 Penalty: 88451.726562
Iteration 202Q: 27 clusters Score -1.222316e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 33794 members 
Mstep: Class 3 contains 20992 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60331 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49117 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 38005 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29436 members 
Mstep: Class 12 contains 85353 members 
Mstep: Class 13 contains 29509 members 
Mstep: Class 14 contains 276279 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23425 members 
Mstep: Class 17 contains 11334 members 
Mstep: Class 18 contains 25656 members 
Mstep: Class 19 contains 145259 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6991 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231600.000000 Penalty: 88451.726562
Iteration 203Q: 27 clusters Score -1.222316e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 33788 members 
Mstep: Class 3 contains 20996 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60352 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49116 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37996 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29435 members 
Mstep: Class 12 contains 85341 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276283 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23428 members 
Mstep: Class 17 contains 11335 members 
Mstep: Class 18 contains 25657 members 
Mstep: Class 19 contains 145254 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6992 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231576.000000 Penalty: 88451.726562
Iteration 204Q: 27 clusters Score -1.222316e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 33784 members 
Mstep: Class 3 contains 21002 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60367 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49115 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37982 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29433 members 
Mstep: Class 12 contains 85330 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276289 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23435 members 
Mstep: Class 17 contains 11334 members 
Mstep: Class 18 contains 25658 members 
Mstep: Class 19 contains 145250 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6995 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231608.000000 Penalty: 88451.726562
Iteration 205Q: 27 clusters Score -1.222316e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49327 members 
Mstep: Class 2 contains 33778 members 
Mstep: Class 3 contains 21011 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60382 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49114 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37971 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29430 members 
Mstep: Class 12 contains 85330 members 
Mstep: Class 13 contains 29506 members 
Mstep: Class 14 contains 276291 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23436 members 
Mstep: Class 17 contains 11330 members 
Mstep: Class 18 contains 25660 members 
Mstep: Class 19 contains 145247 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7277 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6995 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231656.000000 Penalty: 88451.726562
Iteration 206Q: 27 clusters Score -1.222317e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 33776 members 
Mstep: Class 3 contains 21010 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60388 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49113 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37954 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29429 members 
Mstep: Class 12 contains 85325 members 
Mstep: Class 13 contains 29506 members 
Mstep: Class 14 contains 276299 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23443 members 
Mstep: Class 17 contains 11333 members 
Mstep: Class 18 contains 25661 members 
Mstep: Class 19 contains 145245 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231616.000000 Penalty: 88451.726562
Iteration 207Q: 27 clusters Score -1.222316e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 33775 members 
Mstep: Class 3 contains 21013 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60403 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49112 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37946 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29426 members 
Mstep: Class 12 contains 85322 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276293 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23446 members 
Mstep: Class 17 contains 11337 members 
Mstep: Class 18 contains 25661 members 
Mstep: Class 19 contains 145242 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231608.000000 Penalty: 88451.726562
Iteration 208Q: 27 clusters Score -1.222316e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 33776 members 
Mstep: Class 3 contains 21013 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60419 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49110 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37944 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29425 members 
Mstep: Class 12 contains 85314 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276289 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23449 members 
Mstep: Class 17 contains 11336 members 
Mstep: Class 18 contains 25663 members 
Mstep: Class 19 contains 145237 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7279 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231648.000000 Penalty: 88451.726562
Iteration 209Q: 27 clusters Score -1.222316e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33774 members 
Mstep: Class 3 contains 21015 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60439 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49109 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37938 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29424 members 
Mstep: Class 12 contains 85309 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276288 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23451 members 
Mstep: Class 17 contains 11337 members 
Mstep: Class 18 contains 25664 members 
Mstep: Class 19 contains 145227 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7279 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231632.000000 Penalty: 88451.726562
Iteration 210Q: 27 clusters Score -1.222316e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33770 members 
Mstep: Class 3 contains 21020 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60452 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49107 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37932 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29425 members 
Mstep: Class 12 contains 85303 members 
Mstep: Class 13 contains 29506 members 
Mstep: Class 14 contains 276292 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23452 members 
Mstep: Class 17 contains 11340 members 
Mstep: Class 18 contains 25662 members 
Mstep: Class 19 contains 145218 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231624.000000 Penalty: 88451.726562
Iteration 211Q: 27 clusters Score -1.222316e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33768 members 
Mstep: Class 3 contains 21023 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60473 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49107 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37923 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29421 members 
Mstep: Class 12 contains 85302 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276290 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23454 members 
Mstep: Class 17 contains 11341 members 
Mstep: Class 18 contains 25661 members 
Mstep: Class 19 contains 145212 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7279 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231592.000000 Penalty: 88451.726562
Iteration 212Q: 27 clusters Score -1.222316e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33766 members 
Mstep: Class 3 contains 21023 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60487 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49106 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37908 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29413 members 
Mstep: Class 12 contains 85298 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276307 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23456 members 
Mstep: Class 17 contains 11341 members 
Mstep: Class 18 contains 25664 members 
Mstep: Class 19 contains 145207 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231624.000000 Penalty: 88451.726562
Iteration 213Q: 27 clusters Score -1.222316e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33766 members 
Mstep: Class 3 contains 21022 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60493 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49107 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37900 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29406 members 
Mstep: Class 12 contains 85301 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276304 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23461 members 
Mstep: Class 17 contains 11341 members 
Mstep: Class 18 contains 25665 members 
Mstep: Class 19 contains 145210 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231736.000000 Penalty: 88451.726562
Iteration 214Q: 27 clusters Score -1.222317e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33766 members 
Mstep: Class 3 contains 21023 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60492 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49107 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37890 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29398 members 
Mstep: Class 12 contains 85304 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276312 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23463 members 
Mstep: Class 17 contains 11341 members 
Mstep: Class 18 contains 25667 members 
Mstep: Class 19 contains 145213 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231760.000000 Penalty: 88451.726562
Iteration 215Q: 27 clusters Score -1.222318e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33765 members 
Mstep: Class 3 contains 21024 members 
Mstep: Class 4 contains 3005 members 
Mstep: Class 5 contains 60502 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49107 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37880 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29392 members 
Mstep: Class 12 contains 85300 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276320 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23462 members 
Mstep: Class 17 contains 11341 members 
Mstep: Class 18 contains 25668 members 
Mstep: Class 19 contains 145215 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231760.000000 Penalty: 88451.726562
Iteration 216Q: 27 clusters Score -1.222318e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33765 members 
Mstep: Class 3 contains 21025 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 60512 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49106 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37867 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29388 members 
Mstep: Class 12 contains 85299 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276325 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23463 members 
Mstep: Class 17 contains 11340 members 
Mstep: Class 18 contains 25668 members 
Mstep: Class 19 contains 145218 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231736.000000 Penalty: 88451.726562
Iteration 217Q: 27 clusters Score -1.222317e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33765 members 
Mstep: Class 3 contains 21025 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 60517 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49105 members 
Mstep: Class 8 contains 5724 members 
Mstep: Class 9 contains 37859 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29383 members 
Mstep: Class 12 contains 85299 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276331 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23462 members 
Mstep: Class 17 contains 11340 members 
Mstep: Class 18 contains 25670 members 
Mstep: Class 19 contains 145221 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231704.000000 Penalty: 88451.726562
Iteration 218Q: 27 clusters Score -1.222317e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33764 members 
Mstep: Class 3 contains 21025 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 60522 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49102 members 
Mstep: Class 8 contains 5725 members 
Mstep: Class 9 contains 37852 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29382 members 
Mstep: Class 12 contains 85298 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276332 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23465 members 
Mstep: Class 17 contains 11341 members 
Mstep: Class 18 contains 25670 members 
Mstep: Class 19 contains 145223 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231744.000000 Penalty: 88451.726562
Iteration 219Q: 27 clusters Score -1.222317e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33764 members 
Mstep: Class 3 contains 21025 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 60530 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49099 members 
Mstep: Class 8 contains 5726 members 
Mstep: Class 9 contains 37842 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29376 members 
Mstep: Class 12 contains 85297 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 276340 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23469 members 
Mstep: Class 17 contains 11341 members 
Mstep: Class 18 contains 25670 members 
Mstep: Class 19 contains 145223 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231744.000000 Penalty: 88451.726562
Iteration 220F: 27 clusters Score -1.222317e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33764 members 
Mstep: Class 3 contains 21025 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 60535 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49097 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 37830 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29372 members 
Mstep: Class 12 contains 85294 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 276345 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23475 members 
Mstep: Class 17 contains 11342 members 
Mstep: Class 18 contains 25672 members 
Mstep: Class 19 contains 145225 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231752.000000 Penalty: 88451.726562
Iteration 221Q: 27 clusters Score -1.222318e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33765 members 
Mstep: Class 3 contains 21025 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 60544 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49094 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 37816 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29369 members 
Mstep: Class 12 contains 85293 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 276346 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23482 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25674 members 
Mstep: Class 19 contains 145224 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231760.000000 Penalty: 88451.726562
Iteration 222Q: 27 clusters Score -1.222318e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33765 members 
Mstep: Class 3 contains 21025 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 60550 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49090 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 37805 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29369 members 
Mstep: Class 12 contains 85291 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 276350 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23486 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25675 members 
Mstep: Class 19 contains 145226 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231776.000000 Penalty: 88451.726562
Iteration 223Q: 27 clusters Score -1.222318e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 33765 members 
Mstep: Class 3 contains 21024 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 60557 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49088 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 37790 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29369 members 
Mstep: Class 12 contains 85284 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 276362 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23490 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25676 members 
Mstep: Class 19 contains 145226 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231832.000000 Penalty: 88451.726562
Iteration 224Q: 27 clusters Score -1.222318e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33765 members 
Mstep: Class 3 contains 21024 members 
Mstep: Class 4 contains 3004 members 
Mstep: Class 5 contains 60564 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49087 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 37778 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29368 members 
Mstep: Class 12 contains 85281 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 276369 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23491 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25676 members 
Mstep: Class 19 contains 145227 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231768.000000 Penalty: 88451.726562
Iteration 225Q: 27 clusters Score -1.222318e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33766 members 
Mstep: Class 3 contains 21024 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 60568 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49087 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 37771 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29363 members 
Mstep: Class 12 contains 85282 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 276369 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23495 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25678 members 
Mstep: Class 19 contains 145228 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231784.000000 Penalty: 88451.726562
Iteration 226Q: 27 clusters Score -1.222318e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33767 members 
Mstep: Class 3 contains 21024 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60572 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49087 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 37756 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29361 members 
Mstep: Class 12 contains 85288 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 276371 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23497 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25678 members 
Mstep: Class 19 contains 145231 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231736.000000 Penalty: 88451.726562
Iteration 227Q: 27 clusters Score -1.222317e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33767 members 
Mstep: Class 3 contains 21024 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60576 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49087 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 37753 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29362 members 
Mstep: Class 12 contains 85290 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 276365 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23497 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25678 members 
Mstep: Class 19 contains 145233 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231832.000000 Penalty: 88451.726562
Iteration 228Q: 27 clusters Score -1.222318e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33768 members 
Mstep: Class 3 contains 21025 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60579 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49087 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 37750 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29360 members 
Mstep: Class 12 contains 85299 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 276355 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23497 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 145233 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231840.000000 Penalty: 88451.726562
Iteration 229Q: 27 clusters Score -1.222318e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33768 members 
Mstep: Class 3 contains 21027 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60582 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49085 members 
Mstep: Class 8 contains 5727 members 
Mstep: Class 9 contains 37743 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29357 members 
Mstep: Class 12 contains 85304 members 
Mstep: Class 13 contains 29503 members 
Mstep: Class 14 contains 276356 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23501 members 
Mstep: Class 17 contains 11345 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 145228 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231864.000000 Penalty: 88451.726562
Iteration 230Q: 27 clusters Score -1.222319e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33768 members 
Mstep: Class 3 contains 21031 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60585 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49084 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37735 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29355 members 
Mstep: Class 12 contains 85309 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 276354 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23501 members 
Mstep: Class 17 contains 11345 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 145228 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231840.000000 Penalty: 88451.726562
Iteration 231Q: 27 clusters Score -1.222318e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33766 members 
Mstep: Class 3 contains 21033 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60588 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49082 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37732 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29354 members 
Mstep: Class 12 contains 85313 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276355 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23502 members 
Mstep: Class 17 contains 11345 members 
Mstep: Class 18 contains 25678 members 
Mstep: Class 19 contains 145226 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6996 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231832.000000 Penalty: 88451.726562
Iteration 232Q: 27 clusters Score -1.222318e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33765 members 
Mstep: Class 3 contains 21034 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60597 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49082 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37726 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29354 members 
Mstep: Class 12 contains 85309 members 
Mstep: Class 13 contains 29506 members 
Mstep: Class 14 contains 276357 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23504 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25677 members 
Mstep: Class 19 contains 145222 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7278 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6998 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231864.000000 Penalty: 88451.726562
Iteration 233Q: 27 clusters Score -1.222319e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33765 members 
Mstep: Class 3 contains 21035 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60602 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49081 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37721 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29352 members 
Mstep: Class 12 contains 85314 members 
Mstep: Class 13 contains 29506 members 
Mstep: Class 14 contains 276356 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23505 members 
Mstep: Class 17 contains 11343 members 
Mstep: Class 18 contains 25676 members 
Mstep: Class 19 contains 145219 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7279 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231856.000000 Penalty: 88451.726562
Iteration 234Q: 27 clusters Score -1.222319e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33764 members 
Mstep: Class 3 contains 21035 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60603 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49081 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37717 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29351 members 
Mstep: Class 12 contains 85317 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276356 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23506 members 
Mstep: Class 17 contains 11343 members 
Mstep: Class 18 contains 25677 members 
Mstep: Class 19 contains 145217 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231816.000000 Penalty: 88451.726562
Iteration 235Q: 27 clusters Score -1.222318e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33763 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60609 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49081 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37713 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29351 members 
Mstep: Class 12 contains 85312 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276356 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23507 members 
Mstep: Class 17 contains 11343 members 
Mstep: Class 18 contains 25678 members 
Mstep: Class 19 contains 145218 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231800.000000 Penalty: 88451.726562
Iteration 236Q: 27 clusters Score -1.222318e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 33762 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60613 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37706 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29350 members 
Mstep: Class 12 contains 85312 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276360 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23507 members 
Mstep: Class 17 contains 11343 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 145218 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231776.000000 Penalty: 88451.726562
Iteration 237Q: 27 clusters Score -1.222318e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 33760 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60620 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37700 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29350 members 
Mstep: Class 12 contains 85307 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276362 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23507 members 
Mstep: Class 17 contains 11343 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 145217 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231736.000000 Penalty: 88451.726562
Iteration 238Q: 27 clusters Score -1.222317e+08 nChanged 25
Entering ConstructFrom: 
Score: -122231736.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (49332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Entering Unmasked Estep 
Score: -6632641.500000 Penalty: 2679.969238
	Iteration 0F: 2 clusters Score -6632642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -6599338.000000 Penalty: 5359.938477
	Iteration 0F: 3 clusters Score -6599338 nChanged 22783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -6612449.000000 Penalty: 5359.938477
	Iteration 1F: 3 clusters Score -6612449 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -6613648.500000 Penalty: 5359.938477
	Iteration 2Q: 3 clusters Score -6613648 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -6615724.500000 Penalty: 5359.938477
	Iteration 3F: 3 clusters Score -6615724 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -6618937.000000 Penalty: 5359.938477
	Iteration 4F: 3 clusters Score -6618937 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -6622678.500000 Penalty: 5359.938477
	Iteration 5F: 3 clusters Score -6622678 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -6625533.500000 Penalty: 5359.938477
	Iteration 6F: 3 clusters Score -6625534 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -6627289.500000 Penalty: 5359.938477
	Iteration 7F: 3 clusters Score -6627290 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -6628509.500000 Penalty: 5359.938477
	Iteration 8Q: 3 clusters Score -6628510 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -6629419.500000 Penalty: 5359.938477
	Iteration 9Q: 3 clusters Score -6629420 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -6630041.000000 Penalty: 5359.938477
	Iteration 10Q: 3 clusters Score -6630041 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -6630512.500000 Penalty: 5359.938477
	Iteration 11Q: 3 clusters Score -6630512 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -6630938.500000 Penalty: 5359.938477
	Iteration 12Q: 3 clusters Score -6630938 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -6631255.000000 Penalty: 5359.938477
	Iteration 13Q: 3 clusters Score -6631255 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -6631455.000000 Penalty: 5359.938477
	Iteration 14Q: 3 clusters Score -6631455 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -6631636.500000 Penalty: 5359.938477
	Iteration 15Q: 3 clusters Score -6631636 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -6631767.500000 Penalty: 5359.938477
	Iteration 16Q: 3 clusters Score -6631768 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -6631896.000000 Penalty: 5359.938477
	Iteration 17Q: 3 clusters Score -6631896 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -6632007.500000 Penalty: 5359.938477
	Iteration 18Q: 3 clusters Score -6632008 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -6632088.500000 Penalty: 5359.938477
	Iteration 19Q: 3 clusters Score -6632088 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -6632147.500000 Penalty: 5359.938477
	Iteration 20F: 3 clusters Score -6632148 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -6632222.000000 Penalty: 5359.938477
	Iteration 21Q: 3 clusters Score -6632222 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -6632287.500000 Penalty: 5359.938477
	Iteration 22Q: 3 clusters Score -6632288 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -6632375.500000 Penalty: 5359.938477
	Iteration 23Q: 3 clusters Score -6632376 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -6632469.500000 Penalty: 5359.938477
	Iteration 24Q: 3 clusters Score -6632470 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -6632576.500000 Penalty: 5359.938477
	Iteration 25Q: 3 clusters Score -6632576 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -6632692.000000 Penalty: 5359.938477
	Iteration 26Q: 3 clusters Score -6632692 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -6632758.000000 Penalty: 5359.938477
	Iteration 27Q: 3 clusters Score -6632758 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -6632823.000000 Penalty: 5359.938477
	Iteration 28Q: 3 clusters Score -6632823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -6632842.500000 Penalty: 5359.938477
	Iteration 29Q: 3 clusters Score -6632842 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -6632867.500000 Penalty: 5359.938477
	Iteration 30Q: 3 clusters Score -6632868 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -6632884.000000 Penalty: 5359.938477
	Iteration 31Q: 3 clusters Score -6632884 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -6632915.000000 Penalty: 5359.938477
	Iteration 32Q: 3 clusters Score -6632915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -6632917.000000 Penalty: 5359.938477
	Iteration 33Q: 3 clusters Score -6632917 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -6632917.000000 Penalty: 5359.938477
	Iteration 34Q: 3 clusters Score -6632917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
Score: -6632931.500000 Penalty: 5359.938477
	Iteration 35Q: 3 clusters Score -6632932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -6632931.500000 Penalty: 5359.938477
	Iteration 36Q: 3 clusters Score -6632932 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 45463 members 
Entering Unmasked Estep 
Score: -6632943.500000 Penalty: 5359.938477
	Iteration 37Q: 3 clusters Score -6632944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -6632942.000000 Penalty: 5359.938477
	Iteration 38Q: 3 clusters Score -6632942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -6632937.000000 Penalty: 5359.938477
	Iteration 39Q: 3 clusters Score -6632937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -6632938.500000 Penalty: 5359.938477
	Iteration 40F: 3 clusters Score -6632938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -6632943.000000 Penalty: 5359.938477
	Iteration 41Q: 3 clusters Score -6632943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -6632944.000000 Penalty: 5359.938477
	Iteration 42Q: 3 clusters Score -6632944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -6632951.500000 Penalty: 5359.938477
	Iteration 43Q: 3 clusters Score -6632952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -6632951.500000 Penalty: 5359.938477
	Iteration 44Q: 3 clusters Score -6632952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -6632951.500000 Penalty: 5359.938477
	Iteration 45Q: 3 clusters Score -6632952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -6632951.000000 Penalty: 5359.938477
	Iteration 46Q: 3 clusters Score -6632951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -6632950.000000 Penalty: 5359.938477
	Iteration 47Q: 3 clusters Score -6632950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -6632948.000000 Penalty: 5359.938477
	Iteration 48Q: 3 clusters Score -6632948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -6632948.500000 Penalty: 5359.938477
	Iteration 49Q: 3 clusters Score -6632948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 45578 members 
Entering Unmasked Estep 
Score: -6632947.000000 Penalty: 5359.938477
	Iteration 50Q: 3 clusters Score -6632947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -6632953.500000 Penalty: 5359.938477
	Iteration 51Q: 3 clusters Score -6632954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -6632949.000000 Penalty: 5359.938477
	Iteration 52Q: 3 clusters Score -6632949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -6632949.500000 Penalty: 5359.938477
	Iteration 53Q: 3 clusters Score -6632950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -6632946.500000 Penalty: 5359.938477
	Iteration 54Q: 3 clusters Score -6632946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -6632947.500000 Penalty: 5359.938477
	Iteration 55Q: 3 clusters Score -6632948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -6632940.500000 Penalty: 5359.938477
	Iteration 56Q: 3 clusters Score -6632940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -6632942.500000 Penalty: 5359.938477
	Iteration 57Q: 3 clusters Score -6632942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
Score: -6632943.000000 Penalty: 5359.938477
	Iteration 58Q: 3 clusters Score -6632943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 45608 members 
Entering Unmasked Estep 
Score: -6632955.500000 Penalty: 5359.938477
	Iteration 59Q: 3 clusters Score -6632956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -6632947.500000 Penalty: 5359.938477
	Iteration 60F: 3 clusters Score -6632948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -6632956.000000 Penalty: 5359.938477
	Iteration 61Q: 3 clusters Score -6632956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -6632955.500000 Penalty: 5359.938477
	Iteration 62Q: 3 clusters Score -6632956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -6632951.500000 Penalty: 5359.938477
	Iteration 63Q: 3 clusters Score -6632952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 45620 members 
Entering Unmasked Estep 
Score: -6632946.000000 Penalty: 5359.938477
	Iteration 64Q: 3 clusters Score -6632946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -6632946.500000 Penalty: 5359.938477
	Iteration 65Q: 3 clusters Score -6632946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -6632949.500000 Penalty: 5359.938477
	Iteration 66Q: 3 clusters Score -6632950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -6632950.500000 Penalty: 5359.938477
	Iteration 67Q: 3 clusters Score -6632950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -6632950.500000 Penalty: 5359.938477
	Iteration 68F: 3 clusters Score -6632950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 33761 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60628 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37692 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 12 contains 85306 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276366 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23506 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 145216 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 45623 members 
Entering Unmasked Estep 
Score: -122231192.000000 Penalty: 91853.718750
Splitting cluster 1 changes total score from -122231736.000000 to -122231192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Entering Unmasked Estep 
Score: -4613452.500000 Penalty: 2585.911377
	Iteration 0F: 2 clusters Score -4613452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -4590462.000000 Penalty: 5171.822754
	Iteration 0F: 3 clusters Score -4590462 nChanged 15307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -4599145.500000 Penalty: 5171.822754
	Iteration 1F: 3 clusters Score -4599146 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -4599891.500000 Penalty: 5171.822754
	Iteration 2F: 3 clusters Score -4599892 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -4600800.000000 Penalty: 5171.822754
	Iteration 3F: 3 clusters Score -4600800 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -4601804.500000 Penalty: 5171.822754
	Iteration 4F: 3 clusters Score -4601804 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -4603105.500000 Penalty: 5171.822754
	Iteration 5F: 3 clusters Score -4603106 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -4604428.500000 Penalty: 5171.822754
	Iteration 6F: 3 clusters Score -4604428 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -4605640.000000 Penalty: 5171.822754
	Iteration 7F: 3 clusters Score -4605640 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4606741.000000 Penalty: 5171.822754
	Iteration 8F: 3 clusters Score -4606741 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -4607840.500000 Penalty: 5171.822754
	Iteration 9Q: 3 clusters Score -4607840 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -4608938.500000 Penalty: 5171.822754
	Iteration 10Q: 3 clusters Score -4608938 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -4609936.000000 Penalty: 5171.822754
	Iteration 11Q: 3 clusters Score -4609936 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -4610616.000000 Penalty: 5171.822754
	Iteration 12Q: 3 clusters Score -4610616 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 27886 members 
Entering Unmasked Estep 
Score: -4611045.500000 Penalty: 5171.822754
	Iteration 13Q: 3 clusters Score -4611046 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -4611277.000000 Penalty: 5171.822754
	Iteration 14Q: 3 clusters Score -4611277 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 28721 members 
Entering Unmasked Estep 
Score: -4611441.000000 Penalty: 5171.822754
	Iteration 15Q: 3 clusters Score -4611441 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -4611525.000000 Penalty: 5171.822754
	Iteration 16Q: 3 clusters Score -4611525 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -4611589.500000 Penalty: 5171.822754
	Iteration 17Q: 3 clusters Score -4611590 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -4611643.000000 Penalty: 5171.822754
	Iteration 18Q: 3 clusters Score -4611643 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -4611668.000000 Penalty: 5171.822754
	Iteration 19Q: 3 clusters Score -4611668 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -4611706.000000 Penalty: 5171.822754
	Iteration 20F: 3 clusters Score -4611706 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -4611715.500000 Penalty: 5171.822754
	Iteration 21Q: 3 clusters Score -4611716 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4611759.000000 Penalty: 5171.822754
	Iteration 22Q: 3 clusters Score -4611759 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -4611788.500000 Penalty: 5171.822754
	Iteration 23Q: 3 clusters Score -4611788 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -4611818.500000 Penalty: 5171.822754
	Iteration 24Q: 3 clusters Score -4611818 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -4611836.500000 Penalty: 5171.822754
	Iteration 25Q: 3 clusters Score -4611836 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -4611848.500000 Penalty: 5171.822754
	Iteration 26Q: 3 clusters Score -4611848 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -4611875.000000 Penalty: 5171.822754
	Iteration 27Q: 3 clusters Score -4611875 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -4611890.500000 Penalty: 5171.822754
	Iteration 28Q: 3 clusters Score -4611890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -4611915.000000 Penalty: 5171.822754
	Iteration 29Q: 3 clusters Score -4611915 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -4611913.500000 Penalty: 5171.822754
	Iteration 30Q: 3 clusters Score -4611914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -4611924.500000 Penalty: 5171.822754
	Iteration 31Q: 3 clusters Score -4611924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -4611930.500000 Penalty: 5171.822754
	Iteration 32Q: 3 clusters Score -4611930 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -4611943.000000 Penalty: 5171.822754
	Iteration 33Q: 3 clusters Score -4611943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 30745 members 
Entering Unmasked Estep 
Score: -4611956.500000 Penalty: 5171.822754
	Iteration 34Q: 3 clusters Score -4611956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -4611956.000000 Penalty: 5171.822754
	Iteration 35Q: 3 clusters Score -4611956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -4611967.000000 Penalty: 5171.822754
	Iteration 36Q: 3 clusters Score -4611967 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4611965.500000 Penalty: 5171.822754
	Iteration 37Q: 3 clusters Score -4611966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -4611970.500000 Penalty: 5171.822754
	Iteration 38Q: 3 clusters Score -4611970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -4611974.000000 Penalty: 5171.822754
	Iteration 39Q: 3 clusters Score -4611974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -4611972.000000 Penalty: 5171.822754
	Iteration 40F: 3 clusters Score -4611972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -4611979.000000 Penalty: 5171.822754
	Iteration 41Q: 3 clusters Score -4611979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -4611986.500000 Penalty: 5171.822754
	Iteration 42Q: 3 clusters Score -4611986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -4611985.500000 Penalty: 5171.822754
	Iteration 43Q: 3 clusters Score -4611986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4611983.000000 Penalty: 5171.822754
	Iteration 44Q: 3 clusters Score -4611983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -4611992.000000 Penalty: 5171.822754
	Iteration 45Q: 3 clusters Score -4611992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -4611997.000000 Penalty: 5171.822754
	Iteration 46Q: 3 clusters Score -4611997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -4611996.500000 Penalty: 5171.822754
	Iteration 47Q: 3 clusters Score -4611996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -4612005.000000 Penalty: 5171.822754
	Iteration 48Q: 3 clusters Score -4612005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -4612005.500000 Penalty: 5171.822754
	Iteration 49Q: 3 clusters Score -4612006 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -4612011.500000 Penalty: 5171.822754
	Iteration 50Q: 3 clusters Score -4612012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -4612014.500000 Penalty: 5171.822754
	Iteration 51Q: 3 clusters Score -4612014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -4612012.500000 Penalty: 5171.822754
	Iteration 52Q: 3 clusters Score -4612012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -4612011.000000 Penalty: 5171.822754
	Iteration 53Q: 3 clusters Score -4612011 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -4612012.000000 Penalty: 5171.822754
	Iteration 54Q: 3 clusters Score -4612012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -4612019.000000 Penalty: 5171.822754
	Iteration 55Q: 3 clusters Score -4612019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -4612017.000000 Penalty: 5171.822754
	Iteration 56Q: 3 clusters Score -4612017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4612024.000000 Penalty: 5171.822754
	Iteration 57Q: 3 clusters Score -4612024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -4612024.500000 Penalty: 5171.822754
	Iteration 58Q: 3 clusters Score -4612024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -4612030.000000 Penalty: 5171.822754
	Iteration 59Q: 3 clusters Score -4612030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -4612027.000000 Penalty: 5171.822754
	Iteration 60F: 3 clusters Score -4612027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4612023.000000 Penalty: 5171.822754
	Iteration 61Q: 3 clusters Score -4612023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -4612025.500000 Penalty: 5171.822754
	Iteration 62Q: 3 clusters Score -4612026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -4612020.500000 Penalty: 5171.822754
	Iteration 63Q: 3 clusters Score -4612020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -4612019.500000 Penalty: 5171.822754
	Iteration 64Q: 3 clusters Score -4612020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -4612028.500000 Penalty: 5171.822754
	Iteration 65Q: 3 clusters Score -4612028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -4612029.000000 Penalty: 5171.822754
	Iteration 66Q: 3 clusters Score -4612029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4612027.500000 Penalty: 5171.822754
	Iteration 67Q: 3 clusters Score -4612028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 31291 members 
Entering Unmasked Estep 
Score: -4612032.500000 Penalty: 5171.822754
	Iteration 68Q: 3 clusters Score -4612032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -4612030.500000 Penalty: 5171.822754
	Iteration 69Q: 3 clusters Score -4612030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -4612028.500000 Penalty: 5171.822754
	Iteration 70Q: 3 clusters Score -4612028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -4612026.500000 Penalty: 5171.822754
	Iteration 71Q: 3 clusters Score -4612026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4612029.000000 Penalty: 5171.822754
	Iteration 72Q: 3 clusters Score -4612029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -4612028.000000 Penalty: 5171.822754
	Iteration 73Q: 3 clusters Score -4612028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -4612028.500000 Penalty: 5171.822754
	Iteration 74Q: 3 clusters Score -4612028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -4612028.500000 Penalty: 5171.822754
	Iteration 75Q: 3 clusters Score -4612028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -4612027.500000 Penalty: 5171.822754
	Iteration 76Q: 3 clusters Score -4612028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -4612032.000000 Penalty: 5171.822754
	Iteration 77Q: 3 clusters Score -4612032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -4612032.000000 Penalty: 5171.822754
	Iteration 78F: 3 clusters Score -4612032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Entering Unmasked Estep 
Score: -2846991.500000 Penalty: 2468.589844
	Iteration 0F: 2 clusters Score -2846992 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 10440 members 
Entering Unmasked Estep 
Score: -2832168.000000 Penalty: 4937.179688
	Iteration 0F: 3 clusters Score -2832168 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2837094.500000 Penalty: 4937.179688
	Iteration 1F: 3 clusters Score -2837094 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2837562.250000 Penalty: 4937.179688
	Iteration 2F: 3 clusters Score -2837562 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -2838056.250000 Penalty: 4937.179688
	Iteration 3F: 3 clusters Score -2838056 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -2838725.250000 Penalty: 4937.179688
	Iteration 4F: 3 clusters Score -2838725 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2839741.750000 Penalty: 4937.179688
	Iteration 5F: 3 clusters Score -2839742 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -2841197.500000 Penalty: 4937.179688
	Iteration 6F: 3 clusters Score -2841198 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -2843141.000000 Penalty: 4937.179688
	Iteration 7F: 3 clusters Score -2843141 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2845373.000000 Penalty: 4937.179688
	Iteration 8F: 3 clusters Score -2845373 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -2846948.750000 Penalty: 4937.179688
	Iteration 9F: 3 clusters Score -2846949 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2847467.000000 Penalty: 4937.179688
	Iteration 10Q: 3 clusters Score -2847467 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2847571.000000 Penalty: 4937.179688
	Iteration 11Q: 3 clusters Score -2847571 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2847605.750000 Penalty: 4937.179688
	Iteration 12Q: 3 clusters Score -2847606 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2847626.000000 Penalty: 4937.179688
	Iteration 13Q: 3 clusters Score -2847626 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2847625.750000 Penalty: 4937.179688
	Iteration 14Q: 3 clusters Score -2847626 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2847627.500000 Penalty: 4937.179688
	Iteration 15Q: 3 clusters Score -2847628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2847620.250000 Penalty: 4937.179688
	Iteration 16Q: 3 clusters Score -2847620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2847615.750000 Penalty: 4937.179688
	Iteration 17Q: 3 clusters Score -2847616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -2847625.500000 Penalty: 4937.179688
	Iteration 18Q: 3 clusters Score -2847626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2847620.750000 Penalty: 4937.179688
	Iteration 19Q: 3 clusters Score -2847621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -2847618.500000 Penalty: 4937.179688
	Iteration 20F: 3 clusters Score -2847618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2847618.250000 Penalty: 4937.179688
	Iteration 21Q: 3 clusters Score -2847618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2847616.750000 Penalty: 4937.179688
	Iteration 22Q: 3 clusters Score -2847617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2847616.750000 Penalty: 4937.179688
	Iteration 23F: 3 clusters Score -2847617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 33761 members 
Mstep: Class 3 contains 14495 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60628 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37692 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 12 contains 85306 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276366 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23506 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 145216 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 6541 members 
Entering Unmasked Estep 
Score: -122231624.000000 Penalty: 91853.718750
Splitting cluster 3 changes total score from -122231736.000000 to -122231624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Entering Unmasked Estep 
Score: -427214.531250 Penalty: 1985.744507
	Iteration 0F: 2 clusters Score -427214.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -423948.750000 Penalty: 3971.489014
	Iteration 0F: 3 clusters Score -423948.8 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -424603.406250 Penalty: 3971.489014
	Iteration 1F: 3 clusters Score -424603.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -424763.093750 Penalty: 3971.489014
	Iteration 2F: 3 clusters Score -424763.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -424846.187500 Penalty: 3971.489014
	Iteration 3Q: 3 clusters Score -424846.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -424898.593750 Penalty: 3971.489014
	Iteration 4Q: 3 clusters Score -424898.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -424948.531250 Penalty: 3971.489014
	Iteration 5Q: 3 clusters Score -424948.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -424980.343750 Penalty: 3971.489014
	Iteration 6Q: 3 clusters Score -424980.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -425010.906250 Penalty: 3971.489014
	Iteration 7Q: 3 clusters Score -425010.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -425039.437500 Penalty: 3971.489014
	Iteration 8Q: 3 clusters Score -425039.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -425065.468750 Penalty: 3971.489014
	Iteration 9Q: 3 clusters Score -425065.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -425093.312500 Penalty: 3971.489014
	Iteration 10Q: 3 clusters Score -425093.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -425110.750000 Penalty: 3971.489014
	Iteration 11Q: 3 clusters Score -425110.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -425132.437500 Penalty: 3971.489014
	Iteration 12Q: 3 clusters Score -425132.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -425159.218750 Penalty: 3971.489014
	Iteration 13Q: 3 clusters Score -425159.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -425181.187500 Penalty: 3971.489014
	Iteration 14Q: 3 clusters Score -425181.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -425202.875000 Penalty: 3971.489014
	Iteration 15Q: 3 clusters Score -425202.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -425228.312500 Penalty: 3971.489014
	Iteration 16Q: 3 clusters Score -425228.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -425247.906250 Penalty: 3971.489014
	Iteration 17Q: 3 clusters Score -425247.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -425264.625000 Penalty: 3971.489014
	Iteration 18Q: 3 clusters Score -425264.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -425284.187500 Penalty: 3971.489014
	Iteration 19Q: 3 clusters Score -425284.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -425303.312500 Penalty: 3971.489014
	Iteration 20F: 3 clusters Score -425303.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -425316.562500 Penalty: 3971.489014
	Iteration 21Q: 3 clusters Score -425316.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -425334.625000 Penalty: 3971.489014
	Iteration 22Q: 3 clusters Score -425334.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -425352.218750 Penalty: 3971.489014
	Iteration 23Q: 3 clusters Score -425352.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -425363.937500 Penalty: 3971.489014
	Iteration 24Q: 3 clusters Score -425363.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -425390.187500 Penalty: 3971.489014
	Iteration 25Q: 3 clusters Score -425390.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -425402.437500 Penalty: 3971.489014
	Iteration 26Q: 3 clusters Score -425402.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -425416.843750 Penalty: 3971.489014
	Iteration 27Q: 3 clusters Score -425416.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -425428.437500 Penalty: 3971.489014
	Iteration 28Q: 3 clusters Score -425428.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -425440.437500 Penalty: 3971.489014
	Iteration 29Q: 3 clusters Score -425440.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -425449.093750 Penalty: 3971.489014
	Iteration 30Q: 3 clusters Score -425449.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -425459.218750 Penalty: 3971.489014
	Iteration 31Q: 3 clusters Score -425459.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -425474.062500 Penalty: 3971.489014
	Iteration 32Q: 3 clusters Score -425474.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -425488.562500 Penalty: 3971.489014
	Iteration 33Q: 3 clusters Score -425488.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -425496.593750 Penalty: 3971.489014
	Iteration 34Q: 3 clusters Score -425496.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -425505.750000 Penalty: 3971.489014
	Iteration 35Q: 3 clusters Score -425505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -425514.593750 Penalty: 3971.489014
	Iteration 36Q: 3 clusters Score -425514.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -425523.000000 Penalty: 3971.489014
	Iteration 37Q: 3 clusters Score -425523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -425529.125000 Penalty: 3971.489014
	Iteration 38Q: 3 clusters Score -425529.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -425535.468750 Penalty: 3971.489014
	Iteration 39Q: 3 clusters Score -425535.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -425543.562500 Penalty: 3971.489014
	Iteration 40F: 3 clusters Score -425543.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -425548.656250 Penalty: 3971.489014
	Iteration 41Q: 3 clusters Score -425548.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -425550.625000 Penalty: 3971.489014
	Iteration 42Q: 3 clusters Score -425550.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -425550.406250 Penalty: 3971.489014
	Iteration 43Q: 3 clusters Score -425550.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -425550.406250 Penalty: 3971.489014
	Iteration 44F: 3 clusters Score -425550.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Entering Unmasked Estep 
Score: -8188499.000000 Penalty: 2731.103027
	Iteration 0F: 2 clusters Score -8188499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -8147602.000000 Penalty: 5462.206055
	Iteration 0F: 3 clusters Score -8147602 nChanged 28404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -8163531.500000 Penalty: 5462.206055
	Iteration 1F: 3 clusters Score -8163532 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -8164270.000000 Penalty: 5462.206055
	Iteration 2Q: 3 clusters Score -8164270 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -8165095.000000 Penalty: 5462.206055
	Iteration 3Q: 3 clusters Score -8165095 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -8166266.500000 Penalty: 5462.206055
	Iteration 4Q: 3 clusters Score -8166266 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -8167947.000000 Penalty: 5462.206055
	Iteration 5F: 3 clusters Score -8167947 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -8170160.000000 Penalty: 5462.206055
	Iteration 6F: 3 clusters Score -8170160 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -8173087.000000 Penalty: 5462.206055
	Iteration 7F: 3 clusters Score -8173087 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -8176433.000000 Penalty: 5462.206055
	Iteration 8F: 3 clusters Score -8176433 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -8179728.500000 Penalty: 5462.206055
	Iteration 9F: 3 clusters Score -8179728 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -8182438.000000 Penalty: 5462.206055
	Iteration 10F: 3 clusters Score -8182438 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 55589 members 
Entering Unmasked Estep 
Score: -8184294.500000 Penalty: 5462.206055
	Iteration 11Q: 3 clusters Score -8184294 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 57007 members 
Entering Unmasked Estep 
Score: -8185413.500000 Penalty: 5462.206055
	Iteration 12Q: 3 clusters Score -8185414 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 57848 members 
Entering Unmasked Estep 
Score: -8185983.500000 Penalty: 5462.206055
	Iteration 13Q: 3 clusters Score -8185984 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 58342 members 
Entering Unmasked Estep 
Score: -8186333.000000 Penalty: 5462.206055
	Iteration 14Q: 3 clusters Score -8186333 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 58664 members 
Entering Unmasked Estep 
Score: -8186549.500000 Penalty: 5462.206055
	Iteration 15Q: 3 clusters Score -8186550 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -8186675.000000 Penalty: 5462.206055
	Iteration 16Q: 3 clusters Score -8186675 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 59049 members 
Entering Unmasked Estep 
Score: -8186787.500000 Penalty: 5462.206055
	Iteration 17Q: 3 clusters Score -8186788 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -8186892.500000 Penalty: 5462.206055
	Iteration 18Q: 3 clusters Score -8186892 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 59229 members 
Entering Unmasked Estep 
Score: -8186955.000000 Penalty: 5462.206055
	Iteration 19Q: 3 clusters Score -8186955 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 59289 members 
Entering Unmasked Estep 
Score: -8187006.000000 Penalty: 5462.206055
	Iteration 20F: 3 clusters Score -8187006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -8187030.000000 Penalty: 5462.206055
	Iteration 21Q: 3 clusters Score -8187030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -8187063.500000 Penalty: 5462.206055
	Iteration 22Q: 3 clusters Score -8187064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 59386 members 
Entering Unmasked Estep 
Score: -8187094.000000 Penalty: 5462.206055
	Iteration 23Q: 3 clusters Score -8187094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -8187102.500000 Penalty: 5462.206055
	Iteration 24Q: 3 clusters Score -8187102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 59429 members 
Entering Unmasked Estep 
Score: -8187137.000000 Penalty: 5462.206055
	Iteration 25Q: 3 clusters Score -8187137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 59448 members 
Entering Unmasked Estep 
Score: -8187133.500000 Penalty: 5462.206055
	Iteration 26Q: 3 clusters Score -8187134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 59459 members 
Entering Unmasked Estep 
Score: -8187144.000000 Penalty: 5462.206055
	Iteration 27Q: 3 clusters Score -8187144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 59466 members 
Entering Unmasked Estep 
Score: -8187149.000000 Penalty: 5462.206055
	Iteration 28Q: 3 clusters Score -8187149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 59476 members 
Entering Unmasked Estep 
Score: -8187145.500000 Penalty: 5462.206055
	Iteration 29Q: 3 clusters Score -8187146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -8187146.000000 Penalty: 5462.206055
	Iteration 30Q: 3 clusters Score -8187146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -8187173.500000 Penalty: 5462.206055
	Iteration 31Q: 3 clusters Score -8187174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -8187168.500000 Penalty: 5462.206055
	Iteration 32Q: 3 clusters Score -8187168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -8187185.000000 Penalty: 5462.206055
	Iteration 33Q: 3 clusters Score -8187185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -8187193.000000 Penalty: 5462.206055
	Iteration 34Q: 3 clusters Score -8187193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -8187197.500000 Penalty: 5462.206055
	Iteration 35Q: 3 clusters Score -8187198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 59494 members 
Entering Unmasked Estep 
Score: -8187191.500000 Penalty: 5462.206055
	Iteration 36Q: 3 clusters Score -8187192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -8187203.000000 Penalty: 5462.206055
	Iteration 37Q: 3 clusters Score -8187203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 59490 members 
Entering Unmasked Estep 
Score: -8187195.500000 Penalty: 5462.206055
	Iteration 38Q: 3 clusters Score -8187196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 59492 members 
Entering Unmasked Estep 
Score: -8187192.500000 Penalty: 5462.206055
	Iteration 39Q: 3 clusters Score -8187192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -8187190.000000 Penalty: 5462.206055
	Iteration 40F: 3 clusters Score -8187190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -8187194.500000 Penalty: 5462.206055
	Iteration 41Q: 3 clusters Score -8187194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 59493 members 
Entering Unmasked Estep 
Score: -8187194.500000 Penalty: 5462.206055
	Iteration 42F: 3 clusters Score -8187194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103456.054688 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103456.1 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 409 members 
Entering Unmasked Estep 
Score: -101824.054688 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101824.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102632.187500 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102632.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103104.500000 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -103104.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -103274.226562 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -103274.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -103349.593750 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -103349.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -103411.164062 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -103411.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -103435.507812 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -103435.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -103464.835938 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -103464.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -103479.304688 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -103479.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -103494.085938 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -103494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -103504.421875 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -103504.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -103519.046875 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -103519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -103534.812500 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -103534.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103553.437500 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -103553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -103561.054688 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -103561.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -103562.304688 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -103562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103564.304688 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -103564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103564.304688 Penalty: 3322.340820
	Iteration 17F: 3 clusters Score -103564.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 33761 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60628 members 
Mstep: Class 6 contains 201 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37692 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 12 contains 85306 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276366 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23506 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 145216 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 610 members 
Entering Unmasked Estep 
Score: -122230016.000000 Penalty: 91853.718750
Splitting cluster 6 changes total score from -122231736.000000 to -122230016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (49080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Entering Unmasked Estep 
Score: -6785891.500000 Penalty: 2678.699219
	Iteration 0F: 2 clusters Score -6785892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -6752737.000000 Penalty: 5357.398438
	Iteration 0F: 3 clusters Score -6752737 nChanged 22694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -6765109.500000 Penalty: 5357.398438
	Iteration 1F: 3 clusters Score -6765110 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -6765563.500000 Penalty: 5357.398438
	Iteration 2Q: 3 clusters Score -6765564 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -6765955.500000 Penalty: 5357.398438
	Iteration 3Q: 3 clusters Score -6765956 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -6766281.500000 Penalty: 5357.398438
	Iteration 4Q: 3 clusters Score -6766282 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -6766624.500000 Penalty: 5357.398438
	Iteration 5Q: 3 clusters Score -6766624 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -6766998.500000 Penalty: 5357.398438
	Iteration 6Q: 3 clusters Score -6766998 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -6767555.500000 Penalty: 5357.398438
	Iteration 7Q: 3 clusters Score -6767556 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -6768482.500000 Penalty: 5357.398438
	Iteration 8Q: 3 clusters Score -6768482 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -6770174.500000 Penalty: 5357.398438
	Iteration 9F: 3 clusters Score -6770174 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -6773052.500000 Penalty: 5357.398438
	Iteration 10F: 3 clusters Score -6773052 nChanged 4097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -6776755.500000 Penalty: 5357.398438
	Iteration 11F: 3 clusters Score -6776756 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -6780050.500000 Penalty: 5357.398438
	Iteration 12F: 3 clusters Score -6780050 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6781915.000000 Penalty: 5357.398438
	Iteration 13Q: 3 clusters Score -6781915 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47895 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6782767.000000 Penalty: 5357.398438
	Iteration 14Q: 3 clusters Score -6782767 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6783130.000000 Penalty: 5357.398438
	Iteration 15Q: 3 clusters Score -6783130 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6783288.500000 Penalty: 5357.398438
	Iteration 16Q: 3 clusters Score -6783288 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48574 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6783347.000000 Penalty: 5357.398438
	Iteration 17Q: 3 clusters Score -6783347 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6783401.500000 Penalty: 5357.398438
	Iteration 18Q: 3 clusters Score -6783402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -6783429.500000 Penalty: 5357.398438
	Iteration 19Q: 3 clusters Score -6783430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6783454.500000 Penalty: 5357.398438
	Iteration 20F: 3 clusters Score -6783454 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6783466.000000 Penalty: 5357.398438
	Iteration 21Q: 3 clusters Score -6783466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6783471.500000 Penalty: 5357.398438
	Iteration 22Q: 3 clusters Score -6783472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6783477.000000 Penalty: 5357.398438
	Iteration 23Q: 3 clusters Score -6783477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6783484.500000 Penalty: 5357.398438
	Iteration 24Q: 3 clusters Score -6783484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48690 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -6783485.000000 Penalty: 5357.398438
	Iteration 25Q: 3 clusters Score -6783485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6783492.000000 Penalty: 5357.398438
	Iteration 26Q: 3 clusters Score -6783492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6783493.500000 Penalty: 5357.398438
	Iteration 27Q: 3 clusters Score -6783494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6783508.500000 Penalty: 5357.398438
	Iteration 28Q: 3 clusters Score -6783508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6783515.000000 Penalty: 5357.398438
	Iteration 29Q: 3 clusters Score -6783515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6783529.500000 Penalty: 5357.398438
	Iteration 30Q: 3 clusters Score -6783530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6783532.500000 Penalty: 5357.398438
	Iteration 31Q: 3 clusters Score -6783532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48727 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -6783546.500000 Penalty: 5357.398438
	Iteration 32Q: 3 clusters Score -6783546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6783550.500000 Penalty: 5357.398438
	Iteration 33Q: 3 clusters Score -6783550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6783547.000000 Penalty: 5357.398438
	Iteration 34Q: 3 clusters Score -6783547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6783547.000000 Penalty: 5357.398438
	Iteration 35F: 3 clusters Score -6783547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Entering Unmasked Estep 
Score: -767081.625000 Penalty: 2145.974121
	Iteration 0F: 2 clusters Score -767081.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -762115.625000 Penalty: 4291.948242
	Iteration 0F: 3 clusters Score -762115.6 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -763388.750000 Penalty: 4291.948242
	Iteration 1F: 3 clusters Score -763388.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -763609.187500 Penalty: 4291.948242
	Iteration 2F: 3 clusters Score -763609.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -763745.375000 Penalty: 4291.948242
	Iteration 3Q: 3 clusters Score -763745.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -763831.937500 Penalty: 4291.948242
	Iteration 4Q: 3 clusters Score -763831.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -763916.000000 Penalty: 4291.948242
	Iteration 5Q: 3 clusters Score -763916 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -763990.000000 Penalty: 4291.948242
	Iteration 6Q: 3 clusters Score -763990 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -764082.312500 Penalty: 4291.948242
	Iteration 7Q: 3 clusters Score -764082.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -764225.687500 Penalty: 4291.948242
	Iteration 8Q: 3 clusters Score -764225.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -764433.687500 Penalty: 4291.948242
	Iteration 9Q: 3 clusters Score -764433.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -764679.250000 Penalty: 4291.948242
	Iteration 10Q: 3 clusters Score -764679.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -764926.187500 Penalty: 4291.948242
	Iteration 11Q: 3 clusters Score -764926.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -765157.062500 Penalty: 4291.948242
	Iteration 12Q: 3 clusters Score -765157.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -765359.312500 Penalty: 4291.948242
	Iteration 13Q: 3 clusters Score -765359.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -765500.312500 Penalty: 4291.948242
	Iteration 14Q: 3 clusters Score -765500.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -765596.750000 Penalty: 4291.948242
	Iteration 15Q: 3 clusters Score -765596.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -765653.562500 Penalty: 4291.948242
	Iteration 16Q: 3 clusters Score -765653.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -765697.187500 Penalty: 4291.948242
	Iteration 17Q: 3 clusters Score -765697.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -765733.250000 Penalty: 4291.948242
	Iteration 18Q: 3 clusters Score -765733.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -765760.000000 Penalty: 4291.948242
	Iteration 19Q: 3 clusters Score -765760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -765780.937500 Penalty: 4291.948242
	Iteration 20F: 3 clusters Score -765780.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -765794.812500 Penalty: 4291.948242
	Iteration 21Q: 3 clusters Score -765794.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -765809.875000 Penalty: 4291.948242
	Iteration 22Q: 3 clusters Score -765809.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -765819.062500 Penalty: 4291.948242
	Iteration 23Q: 3 clusters Score -765819.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -765824.562500 Penalty: 4291.948242
	Iteration 24Q: 3 clusters Score -765824.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -765828.687500 Penalty: 4291.948242
	Iteration 25Q: 3 clusters Score -765828.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -765832.187500 Penalty: 4291.948242
	Iteration 26Q: 3 clusters Score -765832.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -765840.250000 Penalty: 4291.948242
	Iteration 27Q: 3 clusters Score -765840.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -765849.937500 Penalty: 4291.948242
	Iteration 28Q: 3 clusters Score -765849.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -765858.375000 Penalty: 4291.948242
	Iteration 29Q: 3 clusters Score -765858.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -765866.812500 Penalty: 4291.948242
	Iteration 30Q: 3 clusters Score -765866.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -765877.125000 Penalty: 4291.948242
	Iteration 31Q: 3 clusters Score -765877.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -765885.750000 Penalty: 4291.948242
	Iteration 32Q: 3 clusters Score -765885.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -765896.187500 Penalty: 4291.948242
	Iteration 33Q: 3 clusters Score -765896.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -765905.937500 Penalty: 4291.948242
	Iteration 34Q: 3 clusters Score -765905.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -765913.937500 Penalty: 4291.948242
	Iteration 35Q: 3 clusters Score -765913.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -765921.437500 Penalty: 4291.948242
	Iteration 36Q: 3 clusters Score -765921.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -765926.812500 Penalty: 4291.948242
	Iteration 37Q: 3 clusters Score -765926.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -765929.500000 Penalty: 4291.948242
	Iteration 38Q: 3 clusters Score -765929.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -765931.250000 Penalty: 4291.948242
	Iteration 39Q: 3 clusters Score -765931.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -765933.125000 Penalty: 4291.948242
	Iteration 40F: 3 clusters Score -765933.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -765932.000000 Penalty: 4291.948242
	Iteration 41Q: 3 clusters Score -765932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -765932.437500 Penalty: 4291.948242
	Iteration 42Q: 3 clusters Score -765932.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -765934.375000 Penalty: 4291.948242
	Iteration 43Q: 3 clusters Score -765934.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -765936.250000 Penalty: 4291.948242
	Iteration 44Q: 3 clusters Score -765936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -765936.312500 Penalty: 4291.948242
	Iteration 45Q: 3 clusters Score -765936.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -765936.750000 Penalty: 4291.948242
	Iteration 46Q: 3 clusters Score -765936.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -765937.312500 Penalty: 4291.948242
	Iteration 47Q: 3 clusters Score -765937.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -765937.000000 Penalty: 4291.948242
	Iteration 48Q: 3 clusters Score -765937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -765937.750000 Penalty: 4291.948242
	Iteration 49Q: 3 clusters Score -765937.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -765938.812500 Penalty: 4291.948242
	Iteration 50Q: 3 clusters Score -765938.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -765939.500000 Penalty: 4291.948242
	Iteration 51Q: 3 clusters Score -765939.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -765940.375000 Penalty: 4291.948242
	Iteration 52Q: 3 clusters Score -765940.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -765941.187500 Penalty: 4291.948242
	Iteration 53Q: 3 clusters Score -765941.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -765942.875000 Penalty: 4291.948242
	Iteration 54Q: 3 clusters Score -765942.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -765942.937500 Penalty: 4291.948242
	Iteration 55Q: 3 clusters Score -765942.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -765945.875000 Penalty: 4291.948242
	Iteration 56Q: 3 clusters Score -765945.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -765944.625000 Penalty: 4291.948242
	Iteration 57Q: 3 clusters Score -765944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -765947.000000 Penalty: 4291.948242
	Iteration 58Q: 3 clusters Score -765947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -765947.000000 Penalty: 4291.948242
	Iteration 59Q: 3 clusters Score -765947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -765947.375000 Penalty: 4291.948242
	Iteration 60F: 3 clusters Score -765947.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -765947.500000 Penalty: 4291.948242
	Iteration 61Q: 3 clusters Score -765947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -765947.500000 Penalty: 4291.948242
	Iteration 62F: 3 clusters Score -765947.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Entering Unmasked Estep 
Score: -5240276.500000 Penalty: 2613.226318
	Iteration 0F: 2 clusters Score -5240276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -5214776.500000 Penalty: 5226.452637
	Iteration 0F: 3 clusters Score -5214776 nChanged 17098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -5224079.000000 Penalty: 5226.452637
	Iteration 1F: 3 clusters Score -5224079 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -5224736.500000 Penalty: 5226.452637
	Iteration 2Q: 3 clusters Score -5224736 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -5225421.500000 Penalty: 5226.452637
	Iteration 3Q: 3 clusters Score -5225422 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -5226286.000000 Penalty: 5226.452637
	Iteration 4Q: 3 clusters Score -5226286 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -5227372.500000 Penalty: 5226.452637
	Iteration 5F: 3 clusters Score -5227372 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -5228618.000000 Penalty: 5226.452637
	Iteration 6F: 3 clusters Score -5228618 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -5230058.000000 Penalty: 5226.452637
	Iteration 7F: 3 clusters Score -5230058 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -5231543.500000 Penalty: 5226.452637
	Iteration 8F: 3 clusters Score -5231544 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -5232957.000000 Penalty: 5226.452637
	Iteration 9Q: 3 clusters Score -5232957 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 30391 members 
Entering Unmasked Estep 
Score: -5234159.000000 Penalty: 5226.452637
	Iteration 10Q: 3 clusters Score -5234159 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -5235097.000000 Penalty: 5226.452637
	Iteration 11Q: 3 clusters Score -5235097 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -5235779.000000 Penalty: 5226.452637
	Iteration 12Q: 3 clusters Score -5235779 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -5236237.000000 Penalty: 5226.452637
	Iteration 13Q: 3 clusters Score -5236237 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -5236576.500000 Penalty: 5226.452637
	Iteration 14Q: 3 clusters Score -5236576 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 33455 members 
Entering Unmasked Estep 
Score: -5236830.000000 Penalty: 5226.452637
	Iteration 15Q: 3 clusters Score -5236830 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -5237037.000000 Penalty: 5226.452637
	Iteration 16Q: 3 clusters Score -5237037 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -5237216.500000 Penalty: 5226.452637
	Iteration 17Q: 3 clusters Score -5237216 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -5237342.500000 Penalty: 5226.452637
	Iteration 18Q: 3 clusters Score -5237342 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 34252 members 
Entering Unmasked Estep 
Score: -5237445.500000 Penalty: 5226.452637
	Iteration 19Q: 3 clusters Score -5237446 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -5237515.500000 Penalty: 5226.452637
	Iteration 20F: 3 clusters Score -5237516 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -5237589.500000 Penalty: 5226.452637
	Iteration 21Q: 3 clusters Score -5237590 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -5237638.000000 Penalty: 5226.452637
	Iteration 22Q: 3 clusters Score -5237638 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -5237671.000000 Penalty: 5226.452637
	Iteration 23Q: 3 clusters Score -5237671 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -5237708.500000 Penalty: 5226.452637
	Iteration 24Q: 3 clusters Score -5237708 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -5237736.000000 Penalty: 5226.452637
	Iteration 25Q: 3 clusters Score -5237736 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -5237759.500000 Penalty: 5226.452637
	Iteration 26Q: 3 clusters Score -5237760 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -5237782.000000 Penalty: 5226.452637
	Iteration 27Q: 3 clusters Score -5237782 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -5237810.500000 Penalty: 5226.452637
	Iteration 28Q: 3 clusters Score -5237810 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -5237821.500000 Penalty: 5226.452637
	Iteration 29Q: 3 clusters Score -5237822 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -5237834.000000 Penalty: 5226.452637
	Iteration 30Q: 3 clusters Score -5237834 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -5237853.000000 Penalty: 5226.452637
	Iteration 31Q: 3 clusters Score -5237853 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -5237867.500000 Penalty: 5226.452637
	Iteration 32Q: 3 clusters Score -5237868 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -5237881.000000 Penalty: 5226.452637
	Iteration 33Q: 3 clusters Score -5237881 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -5237890.000000 Penalty: 5226.452637
	Iteration 34Q: 3 clusters Score -5237890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -5237894.000000 Penalty: 5226.452637
	Iteration 35Q: 3 clusters Score -5237894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -5237895.500000 Penalty: 5226.452637
	Iteration 36Q: 3 clusters Score -5237896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -5237887.000000 Penalty: 5226.452637
	Iteration 37Q: 3 clusters Score -5237887 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -5237898.000000 Penalty: 5226.452637
	Iteration 38Q: 3 clusters Score -5237898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -5237900.500000 Penalty: 5226.452637
	Iteration 39Q: 3 clusters Score -5237900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -5237898.000000 Penalty: 5226.452637
	Iteration 40F: 3 clusters Score -5237898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -5237906.000000 Penalty: 5226.452637
	Iteration 41Q: 3 clusters Score -5237906 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 34835 members 
Entering Unmasked Estep 
Score: -5237917.500000 Penalty: 5226.452637
	Iteration 42Q: 3 clusters Score -5237918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -5237923.500000 Penalty: 5226.452637
	Iteration 43Q: 3 clusters Score -5237924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -5237929.000000 Penalty: 5226.452637
	Iteration 44Q: 3 clusters Score -5237929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -5237925.000000 Penalty: 5226.452637
	Iteration 45Q: 3 clusters Score -5237925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -5237926.500000 Penalty: 5226.452637
	Iteration 46Q: 3 clusters Score -5237926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -5237920.000000 Penalty: 5226.452637
	Iteration 47Q: 3 clusters Score -5237920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -5237927.500000 Penalty: 5226.452637
	Iteration 48Q: 3 clusters Score -5237928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -5237926.500000 Penalty: 5226.452637
	Iteration 49Q: 3 clusters Score -5237926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -5237929.000000 Penalty: 5226.452637
	Iteration 50Q: 3 clusters Score -5237929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -5237927.500000 Penalty: 5226.452637
	Iteration 51Q: 3 clusters Score -5237928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -5237926.000000 Penalty: 5226.452637
	Iteration 52Q: 3 clusters Score -5237926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -5237931.000000 Penalty: 5226.452637
	Iteration 53Q: 3 clusters Score -5237931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -5237934.000000 Penalty: 5226.452637
	Iteration 54Q: 3 clusters Score -5237934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -5237935.000000 Penalty: 5226.452637
	Iteration 55Q: 3 clusters Score -5237935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -5237930.500000 Penalty: 5226.452637
	Iteration 56Q: 3 clusters Score -5237930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -5237930.000000 Penalty: 5226.452637
	Iteration 57Q: 3 clusters Score -5237930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -5237927.500000 Penalty: 5226.452637
	Iteration 58Q: 3 clusters Score -5237928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -5237927.500000 Penalty: 5226.452637
	Iteration 59F: 3 clusters Score -5237928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -144742.734375 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -144742.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -142763.671875 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -142763.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -143308.484375 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -143308.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -143630.125000 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -143630.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -143763.265625 Penalty: 3509.601318
	Iteration 3F: 3 clusters Score -143763.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -143829.265625 Penalty: 3509.601318
	Iteration 4Q: 3 clusters Score -143829.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -143871.281250 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -143871.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -143917.406250 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -143917.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -143937.468750 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -143937.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -143962.062500 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -143962.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -143996.796875 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -143996.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -144013.812500 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -144013.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -144032.421875 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -144032.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -144046.000000 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -144046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -144059.140625 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -144059.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -144087.187500 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -144087.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -144108.218750 Penalty: 3509.601318
	Iteration 15Q: 3 clusters Score -144108.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -144118.796875 Penalty: 3509.601318
	Iteration 16Q: 3 clusters Score -144118.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -144128.515625 Penalty: 3509.601318
	Iteration 17Q: 3 clusters Score -144128.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -144138.703125 Penalty: 3509.601318
	Iteration 18Q: 3 clusters Score -144138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -144141.734375 Penalty: 3509.601318
	Iteration 19Q: 3 clusters Score -144141.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -144143.718750 Penalty: 3509.601318
	Iteration 20F: 3 clusters Score -144143.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Entering Unmasked Estep 
Score: -4105293.500000 Penalty: 2551.162354
	Iteration 0F: 2 clusters Score -4105294 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 14620 members 
Entering Unmasked Estep 
Score: -4085138.750000 Penalty: 5102.324707
	Iteration 0F: 3 clusters Score -4085139 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -4092333.250000 Penalty: 5102.324707
	Iteration 1F: 3 clusters Score -4092333 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -4092730.000000 Penalty: 5102.324707
	Iteration 2Q: 3 clusters Score -4092730 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -4093036.000000 Penalty: 5102.324707
	Iteration 3Q: 3 clusters Score -4093036 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -4093325.500000 Penalty: 5102.324707
	Iteration 4Q: 3 clusters Score -4093326 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -4093569.500000 Penalty: 5102.324707
	Iteration 5Q: 3 clusters Score -4093570 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4093766.000000 Penalty: 5102.324707
	Iteration 6Q: 3 clusters Score -4093766 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -4093990.000000 Penalty: 5102.324707
	Iteration 7Q: 3 clusters Score -4093990 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4094276.250000 Penalty: 5102.324707
	Iteration 8Q: 3 clusters Score -4094276 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -4094590.250000 Penalty: 5102.324707
	Iteration 9Q: 3 clusters Score -4094590 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -4095069.250000 Penalty: 5102.324707
	Iteration 10Q: 3 clusters Score -4095069 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -4095680.750000 Penalty: 5102.324707
	Iteration 11Q: 3 clusters Score -4095681 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -4096559.000000 Penalty: 5102.324707
	Iteration 12Q: 3 clusters Score -4096559 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -4097679.000000 Penalty: 5102.324707
	Iteration 13F: 3 clusters Score -4097679 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -4098878.000000 Penalty: 5102.324707
	Iteration 14F: 3 clusters Score -4098878 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -4099974.750000 Penalty: 5102.324707
	Iteration 15Q: 3 clusters Score -4099975 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -4100744.750000 Penalty: 5102.324707
	Iteration 16Q: 3 clusters Score -4100745 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4101318.000000 Penalty: 5102.324707
	Iteration 17Q: 3 clusters Score -4101318 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4101818.750000 Penalty: 5102.324707
	Iteration 18Q: 3 clusters Score -4101819 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4102139.750000 Penalty: 5102.324707
	Iteration 19Q: 3 clusters Score -4102140 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -4102348.250000 Penalty: 5102.324707
	Iteration 20F: 3 clusters Score -4102348 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4102517.500000 Penalty: 5102.324707
	Iteration 21Q: 3 clusters Score -4102518 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -4102615.250000 Penalty: 5102.324707
	Iteration 22Q: 3 clusters Score -4102615 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4102710.750000 Penalty: 5102.324707
	Iteration 23Q: 3 clusters Score -4102711 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4102805.750000 Penalty: 5102.324707
	Iteration 24Q: 3 clusters Score -4102806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4102891.250000 Penalty: 5102.324707
	Iteration 25Q: 3 clusters Score -4102891 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4102948.000000 Penalty: 5102.324707
	Iteration 26Q: 3 clusters Score -4102948 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4103009.000000 Penalty: 5102.324707
	Iteration 27Q: 3 clusters Score -4103009 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -4103048.000000 Penalty: 5102.324707
	Iteration 28Q: 3 clusters Score -4103048 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4103089.750000 Penalty: 5102.324707
	Iteration 29Q: 3 clusters Score -4103090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4103113.500000 Penalty: 5102.324707
	Iteration 30Q: 3 clusters Score -4103114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -4103143.000000 Penalty: 5102.324707
	Iteration 31Q: 3 clusters Score -4103143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4103158.500000 Penalty: 5102.324707
	Iteration 32Q: 3 clusters Score -4103158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4103181.000000 Penalty: 5102.324707
	Iteration 33Q: 3 clusters Score -4103181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4103191.750000 Penalty: 5102.324707
	Iteration 34Q: 3 clusters Score -4103192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -4103200.250000 Penalty: 5102.324707
	Iteration 35Q: 3 clusters Score -4103200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4103216.000000 Penalty: 5102.324707
	Iteration 36Q: 3 clusters Score -4103216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -4103222.500000 Penalty: 5102.324707
	Iteration 37Q: 3 clusters Score -4103222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4103230.250000 Penalty: 5102.324707
	Iteration 38Q: 3 clusters Score -4103230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4103239.500000 Penalty: 5102.324707
	Iteration 39Q: 3 clusters Score -4103240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4103242.250000 Penalty: 5102.324707
	Iteration 40F: 3 clusters Score -4103242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4103243.750000 Penalty: 5102.324707
	Iteration 41Q: 3 clusters Score -4103244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4103244.000000 Penalty: 5102.324707
	Iteration 42Q: 3 clusters Score -4103244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4103243.500000 Penalty: 5102.324707
	Iteration 43Q: 3 clusters Score -4103244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4103243.500000 Penalty: 5102.324707
	Iteration 44F: 3 clusters Score -4103244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85306 members 
Entering Unmasked Estep 
Score: -11815184.000000 Penalty: 2815.791992
	Iteration 0F: 2 clusters Score -1.181518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -11757823.000000 Penalty: 5631.583984
	Iteration 0F: 3 clusters Score -1.175782e+07 nChanged 40169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -11780908.000000 Penalty: 5631.583984
	Iteration 1F: 3 clusters Score -1.178091e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -11782385.000000 Penalty: 5631.583984
	Iteration 2Q: 3 clusters Score -1.178238e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -11784090.000000 Penalty: 5631.583984
	Iteration 3Q: 3 clusters Score -1.178409e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -11786468.000000 Penalty: 5631.583984
	Iteration 4F: 3 clusters Score -1.178647e+07 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -11789581.000000 Penalty: 5631.583984
	Iteration 5F: 3 clusters Score -1.178958e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -11792837.000000 Penalty: 5631.583984
	Iteration 6F: 3 clusters Score -1.179284e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -11796418.000000 Penalty: 5631.583984
	Iteration 7F: 3 clusters Score -1.179642e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -11799529.000000 Penalty: 5631.583984
	Iteration 8F: 3 clusters Score -1.179953e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50058 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -11801750.000000 Penalty: 5631.583984
	Iteration 9Q: 3 clusters Score -1.180175e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -11802975.000000 Penalty: 5631.583984
	Iteration 10Q: 3 clusters Score -1.180298e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -11803486.000000 Penalty: 5631.583984
	Iteration 11Q: 3 clusters Score -1.180349e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -11803761.000000 Penalty: 5631.583984
	Iteration 12Q: 3 clusters Score -1.180376e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -11803871.000000 Penalty: 5631.583984
	Iteration 13Q: 3 clusters Score -1.180387e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50094 members 
Mstep: Class 2 contains 35212 members 
Entering Unmasked Estep 
Score: -11803983.000000 Penalty: 5631.583984
	Iteration 14Q: 3 clusters Score -1.180398e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -11804029.000000 Penalty: 5631.583984
	Iteration 15Q: 3 clusters Score -1.180403e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49836 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -11804167.000000 Penalty: 5631.583984
	Iteration 16Q: 3 clusters Score -1.180417e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -11804230.000000 Penalty: 5631.583984
	Iteration 17Q: 3 clusters Score -1.180423e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -11804302.000000 Penalty: 5631.583984
	Iteration 18Q: 3 clusters Score -1.18043e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49375 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -11804351.000000 Penalty: 5631.583984
	Iteration 19Q: 3 clusters Score -1.180435e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49235 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -11804405.000000 Penalty: 5631.583984
	Iteration 20F: 3 clusters Score -1.18044e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -11804451.000000 Penalty: 5631.583984
	Iteration 21Q: 3 clusters Score -1.180445e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -11804470.000000 Penalty: 5631.583984
	Iteration 22Q: 3 clusters Score -1.180447e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -11804501.000000 Penalty: 5631.583984
	Iteration 23Q: 3 clusters Score -1.18045e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -11804538.000000 Penalty: 5631.583984
	Iteration 24Q: 3 clusters Score -1.180454e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -11804578.000000 Penalty: 5631.583984
	Iteration 25Q: 3 clusters Score -1.180458e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -11804588.000000 Penalty: 5631.583984
	Iteration 26Q: 3 clusters Score -1.180459e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48130 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -11804586.000000 Penalty: 5631.583984
	Iteration 27Q: 3 clusters Score -1.180459e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47944 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -11804623.000000 Penalty: 5631.583984
	Iteration 28Q: 3 clusters Score -1.180462e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47733 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -11804648.000000 Penalty: 5631.583984
	Iteration 29Q: 3 clusters Score -1.180465e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -11804714.000000 Penalty: 5631.583984
	Iteration 30Q: 3 clusters Score -1.180471e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -11804740.000000 Penalty: 5631.583984
	Iteration 31Q: 3 clusters Score -1.180474e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -11804774.000000 Penalty: 5631.583984
	Iteration 32Q: 3 clusters Score -1.180477e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -11804797.000000 Penalty: 5631.583984
	Iteration 33Q: 3 clusters Score -1.18048e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -11804871.000000 Penalty: 5631.583984
	Iteration 34Q: 3 clusters Score -1.180487e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -11804897.000000 Penalty: 5631.583984
	Iteration 35Q: 3 clusters Score -1.18049e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -11804937.000000 Penalty: 5631.583984
	Iteration 36Q: 3 clusters Score -1.180494e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -11804948.000000 Penalty: 5631.583984
	Iteration 37Q: 3 clusters Score -1.180495e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -11804935.000000 Penalty: 5631.583984
	Iteration 38Q: 3 clusters Score -1.180494e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -11804996.000000 Penalty: 5631.583984
	Iteration 39Q: 3 clusters Score -1.1805e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -11805055.000000 Penalty: 5631.583984
	Iteration 40F: 3 clusters Score -1.180506e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -11805138.000000 Penalty: 5631.583984
	Iteration 41Q: 3 clusters Score -1.180514e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -11805279.000000 Penalty: 5631.583984
	Iteration 42Q: 3 clusters Score -1.180528e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -11805325.000000 Penalty: 5631.583984
	Iteration 43Q: 3 clusters Score -1.180532e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -11805420.000000 Penalty: 5631.583984
	Iteration 44Q: 3 clusters Score -1.180542e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40883 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -11805556.000000 Penalty: 5631.583984
	Iteration 45Q: 3 clusters Score -1.180556e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -11805737.000000 Penalty: 5631.583984
	Iteration 46Q: 3 clusters Score -1.180574e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -11805980.000000 Penalty: 5631.583984
	Iteration 47Q: 3 clusters Score -1.180598e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -11806185.000000 Penalty: 5631.583984
	Iteration 48Q: 3 clusters Score -1.180618e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -11806326.000000 Penalty: 5631.583984
	Iteration 49Q: 3 clusters Score -1.180633e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 48573 members 
Entering Unmasked Estep 
Score: -11806550.000000 Penalty: 5631.583984
	Iteration 50Q: 3 clusters Score -1.180655e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -11806816.000000 Penalty: 5631.583984
	Iteration 51Q: 3 clusters Score -1.180682e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -11807054.000000 Penalty: 5631.583984
	Iteration 52Q: 3 clusters Score -1.180705e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -11807313.000000 Penalty: 5631.583984
	Iteration 53Q: 3 clusters Score -1.180731e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 52515 members 
Entering Unmasked Estep 
Score: -11807566.000000 Penalty: 5631.583984
	Iteration 54Q: 3 clusters Score -1.180757e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 53510 members 
Entering Unmasked Estep 
Score: -11807787.000000 Penalty: 5631.583984
	Iteration 55Q: 3 clusters Score -1.180779e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -11807916.000000 Penalty: 5631.583984
	Iteration 56Q: 3 clusters Score -1.180792e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -11808150.000000 Penalty: 5631.583984
	Iteration 57Q: 3 clusters Score -1.180815e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 56139 members 
Entering Unmasked Estep 
Score: -11808361.000000 Penalty: 5631.583984
	Iteration 58Q: 3 clusters Score -1.180836e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 56918 members 
Entering Unmasked Estep 
Score: -11808511.000000 Penalty: 5631.583984
	Iteration 59Q: 3 clusters Score -1.180851e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 57664 members 
Entering Unmasked Estep 
Score: -11808711.000000 Penalty: 5631.583984
	Iteration 60F: 3 clusters Score -1.180871e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -11808827.000000 Penalty: 5631.583984
	Iteration 61Q: 3 clusters Score -1.180883e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -11808947.000000 Penalty: 5631.583984
	Iteration 62Q: 3 clusters Score -1.180895e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 59669 members 
Entering Unmasked Estep 
Score: -11809040.000000 Penalty: 5631.583984
	Iteration 63Q: 3 clusters Score -1.180904e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -11809107.000000 Penalty: 5631.583984
	Iteration 64Q: 3 clusters Score -1.180911e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 60848 members 
Entering Unmasked Estep 
Score: -11809197.000000 Penalty: 5631.583984
	Iteration 65Q: 3 clusters Score -1.18092e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -11809268.000000 Penalty: 5631.583984
	Iteration 66Q: 3 clusters Score -1.180927e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 61916 members 
Entering Unmasked Estep 
Score: -11809342.000000 Penalty: 5631.583984
	Iteration 67Q: 3 clusters Score -1.180934e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 62408 members 
Entering Unmasked Estep 
Score: -11809442.000000 Penalty: 5631.583984
	Iteration 68Q: 3 clusters Score -1.180944e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -11809562.000000 Penalty: 5631.583984
	Iteration 69Q: 3 clusters Score -1.180956e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 63336 members 
Entering Unmasked Estep 
Score: -11809684.000000 Penalty: 5631.583984
	Iteration 70Q: 3 clusters Score -1.180968e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 63752 members 
Entering Unmasked Estep 
Score: -11809703.000000 Penalty: 5631.583984
	Iteration 71Q: 3 clusters Score -1.18097e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -11809771.000000 Penalty: 5631.583984
	Iteration 72Q: 3 clusters Score -1.180977e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 64474 members 
Entering Unmasked Estep 
Score: -11809786.000000 Penalty: 5631.583984
	Iteration 73Q: 3 clusters Score -1.180979e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -11809836.000000 Penalty: 5631.583984
	Iteration 74Q: 3 clusters Score -1.180984e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -11809861.000000 Penalty: 5631.583984
	Iteration 75Q: 3 clusters Score -1.180986e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 65344 members 
Entering Unmasked Estep 
Score: -11809910.000000 Penalty: 5631.583984
	Iteration 76Q: 3 clusters Score -1.180991e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 65611 members 
Entering Unmasked Estep 
Score: -11809944.000000 Penalty: 5631.583984
	Iteration 77Q: 3 clusters Score -1.180994e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -11809955.000000 Penalty: 5631.583984
	Iteration 78Q: 3 clusters Score -1.180996e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 66129 members 
Entering Unmasked Estep 
Score: -11809968.000000 Penalty: 5631.583984
	Iteration 79Q: 3 clusters Score -1.180997e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 66391 members 
Entering Unmasked Estep 
Score: -11809981.000000 Penalty: 5631.583984
	Iteration 80F: 3 clusters Score -1.180998e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 66648 members 
Entering Unmasked Estep 
Score: -11809995.000000 Penalty: 5631.583984
	Iteration 81Q: 3 clusters Score -1.181e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 66911 members 
Entering Unmasked Estep 
Score: -11810032.000000 Penalty: 5631.583984
	Iteration 82Q: 3 clusters Score -1.181003e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 67157 members 
Entering Unmasked Estep 
Score: -11810042.000000 Penalty: 5631.583984
	Iteration 83Q: 3 clusters Score -1.181004e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 67377 members 
Entering Unmasked Estep 
Score: -11810053.000000 Penalty: 5631.583984
	Iteration 84Q: 3 clusters Score -1.181005e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 67588 members 
Entering Unmasked Estep 
Score: -11810032.000000 Penalty: 5631.583984
	Iteration 85Q: 3 clusters Score -1.181003e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 67789 members 
Entering Unmasked Estep 
Score: -11810040.000000 Penalty: 5631.583984
	Iteration 86Q: 3 clusters Score -1.181004e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 67976 members 
Entering Unmasked Estep 
Score: -11810034.000000 Penalty: 5631.583984
	Iteration 87Q: 3 clusters Score -1.181003e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 68179 members 
Entering Unmasked Estep 
Score: -11810071.000000 Penalty: 5631.583984
	Iteration 88Q: 3 clusters Score -1.181007e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -11810094.000000 Penalty: 5631.583984
	Iteration 89Q: 3 clusters Score -1.181009e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
Score: -11810122.000000 Penalty: 5631.583984
	Iteration 90Q: 3 clusters Score -1.181012e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -11810163.000000 Penalty: 5631.583984
	Iteration 91Q: 3 clusters Score -1.181016e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 68924 members 
Entering Unmasked Estep 
Score: -11810177.000000 Penalty: 5631.583984
	Iteration 92Q: 3 clusters Score -1.181018e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 69100 members 
Entering Unmasked Estep 
Score: -11810162.000000 Penalty: 5631.583984
	Iteration 93Q: 3 clusters Score -1.181016e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -11810194.000000 Penalty: 5631.583984
	Iteration 94Q: 3 clusters Score -1.181019e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 69405 members 
Entering Unmasked Estep 
Score: -11810207.000000 Penalty: 5631.583984
	Iteration 95Q: 3 clusters Score -1.181021e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 69562 members 
Entering Unmasked Estep 
Score: -11810223.000000 Penalty: 5631.583984
	Iteration 96Q: 3 clusters Score -1.181022e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 69739 members 
Entering Unmasked Estep 
Score: -11810257.000000 Penalty: 5631.583984
	Iteration 97Q: 3 clusters Score -1.181026e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
Score: -11810262.000000 Penalty: 5631.583984
	Iteration 98Q: 3 clusters Score -1.181026e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 70131 members 
Entering Unmasked Estep 
Score: -11810257.000000 Penalty: 5631.583984
	Iteration 99Q: 3 clusters Score -1.181026e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 70312 members 
Entering Unmasked Estep 
Score: -11810298.000000 Penalty: 5631.583984
	Iteration 100F: 3 clusters Score -1.18103e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -11810321.000000 Penalty: 5631.583984
	Iteration 101Q: 3 clusters Score -1.181032e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 70684 members 
Entering Unmasked Estep 
Score: -11810346.000000 Penalty: 5631.583984
	Iteration 102Q: 3 clusters Score -1.181035e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 70850 members 
Entering Unmasked Estep 
Score: -11810361.000000 Penalty: 5631.583984
	Iteration 103Q: 3 clusters Score -1.181036e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 71024 members 
Entering Unmasked Estep 
Score: -11810364.000000 Penalty: 5631.583984
	Iteration 104Q: 3 clusters Score -1.181036e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 71189 members 
Entering Unmasked Estep 
Score: -11810375.000000 Penalty: 5631.583984
	Iteration 105Q: 3 clusters Score -1.181038e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 71371 members 
Entering Unmasked Estep 
Score: -11810375.000000 Penalty: 5631.583984
	Iteration 106Q: 3 clusters Score -1.181038e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -11810369.000000 Penalty: 5631.583984
	Iteration 107Q: 3 clusters Score -1.181037e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 71723 members 
Entering Unmasked Estep 
Score: -11810390.000000 Penalty: 5631.583984
	Iteration 108Q: 3 clusters Score -1.181039e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 71905 members 
Entering Unmasked Estep 
Score: -11810400.000000 Penalty: 5631.583984
	Iteration 109Q: 3 clusters Score -1.18104e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 72086 members 
Entering Unmasked Estep 
Score: -11810434.000000 Penalty: 5631.583984
	Iteration 110Q: 3 clusters Score -1.181043e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -11810484.000000 Penalty: 5631.583984
	Iteration 111Q: 3 clusters Score -1.181048e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 72503 members 
Entering Unmasked Estep 
Score: -11810519.000000 Penalty: 5631.583984
	Iteration 112Q: 3 clusters Score -1.181052e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 72752 members 
Entering Unmasked Estep 
Score: -11810542.000000 Penalty: 5631.583984
	Iteration 113Q: 3 clusters Score -1.181054e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 72987 members 
Entering Unmasked Estep 
Score: -11810591.000000 Penalty: 5631.583984
	Iteration 114Q: 3 clusters Score -1.181059e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -11810634.000000 Penalty: 5631.583984
	Iteration 115Q: 3 clusters Score -1.181063e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -11810663.000000 Penalty: 5631.583984
	Iteration 116Q: 3 clusters Score -1.181066e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -11810686.000000 Penalty: 5631.583984
	Iteration 117Q: 3 clusters Score -1.181069e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 73969 members 
Entering Unmasked Estep 
Score: -11810748.000000 Penalty: 5631.583984
	Iteration 118Q: 3 clusters Score -1.181075e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 74223 members 
Entering Unmasked Estep 
Score: -11810762.000000 Penalty: 5631.583984
	Iteration 119Q: 3 clusters Score -1.181076e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 74475 members 
Entering Unmasked Estep 
Score: -11810791.000000 Penalty: 5631.583984
	Iteration 120F: 3 clusters Score -1.181079e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 74710 members 
Entering Unmasked Estep 
Score: -11810789.000000 Penalty: 5631.583984
	Iteration 121Q: 3 clusters Score -1.181079e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -11810865.000000 Penalty: 5631.583984
	Iteration 122Q: 3 clusters Score -1.181086e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 75134 members 
Entering Unmasked Estep 
Score: -11810892.000000 Penalty: 5631.583984
	Iteration 123Q: 3 clusters Score -1.181089e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -11810916.000000 Penalty: 5631.583984
	Iteration 124Q: 3 clusters Score -1.181092e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 75571 members 
Entering Unmasked Estep 
Score: -11810969.000000 Penalty: 5631.583984
	Iteration 125Q: 3 clusters Score -1.181097e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 75827 members 
Entering Unmasked Estep 
Score: -11811030.000000 Penalty: 5631.583984
	Iteration 126Q: 3 clusters Score -1.181103e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 76072 members 
Entering Unmasked Estep 
Score: -11811074.000000 Penalty: 5631.583984
	Iteration 127Q: 3 clusters Score -1.181107e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 76342 members 
Entering Unmasked Estep 
Score: -11811101.000000 Penalty: 5631.583984
	Iteration 128Q: 3 clusters Score -1.18111e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 76639 members 
Entering Unmasked Estep 
Score: -11811137.000000 Penalty: 5631.583984
	Iteration 129Q: 3 clusters Score -1.181114e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 76923 members 
Entering Unmasked Estep 
Score: -11811188.000000 Penalty: 5631.583984
	Iteration 130Q: 3 clusters Score -1.181119e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 77220 members 
Entering Unmasked Estep 
Score: -11811234.000000 Penalty: 5631.583984
	Iteration 131Q: 3 clusters Score -1.181123e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -11811259.000000 Penalty: 5631.583984
	Iteration 132Q: 3 clusters Score -1.181126e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 77823 members 
Entering Unmasked Estep 
Score: -11811315.000000 Penalty: 5631.583984
	Iteration 133Q: 3 clusters Score -1.181132e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 78139 members 
Entering Unmasked Estep 
Score: -11811385.000000 Penalty: 5631.583984
	Iteration 134Q: 3 clusters Score -1.181138e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 78416 members 
Entering Unmasked Estep 
Score: -11811451.000000 Penalty: 5631.583984
	Iteration 135Q: 3 clusters Score -1.181145e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -11811540.000000 Penalty: 5631.583984
	Iteration 136Q: 3 clusters Score -1.181154e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 78919 members 
Entering Unmasked Estep 
Score: -11811572.000000 Penalty: 5631.583984
	Iteration 137Q: 3 clusters Score -1.181157e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 79151 members 
Entering Unmasked Estep 
Score: -11811629.000000 Penalty: 5631.583984
	Iteration 138Q: 3 clusters Score -1.181163e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 79389 members 
Entering Unmasked Estep 
Score: -11811686.000000 Penalty: 5631.583984
	Iteration 139Q: 3 clusters Score -1.181169e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 79648 members 
Entering Unmasked Estep 
Score: -11811752.000000 Penalty: 5631.583984
	Iteration 140F: 3 clusters Score -1.181175e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 79889 members 
Entering Unmasked Estep 
Score: -11811810.000000 Penalty: 5631.583984
	Iteration 141Q: 3 clusters Score -1.181181e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 80150 members 
Entering Unmasked Estep 
Score: -11811886.000000 Penalty: 5631.583984
	Iteration 142Q: 3 clusters Score -1.181189e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -11811972.000000 Penalty: 5631.583984
	Iteration 143Q: 3 clusters Score -1.181197e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 80658 members 
Entering Unmasked Estep 
Score: -11812049.000000 Penalty: 5631.583984
	Iteration 144Q: 3 clusters Score -1.181205e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 80911 members 
Entering Unmasked Estep 
Score: -11812131.000000 Penalty: 5631.583984
	Iteration 145Q: 3 clusters Score -1.181213e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -11812217.000000 Penalty: 5631.583984
	Iteration 146Q: 3 clusters Score -1.181222e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 81346 members 
Entering Unmasked Estep 
Score: -11812254.000000 Penalty: 5631.583984
	Iteration 147Q: 3 clusters Score -1.181225e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 81553 members 
Entering Unmasked Estep 
Score: -11812312.000000 Penalty: 5631.583984
	Iteration 148Q: 3 clusters Score -1.181231e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -11812377.000000 Penalty: 5631.583984
	Iteration 149Q: 3 clusters Score -1.181238e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 81896 members 
Entering Unmasked Estep 
Score: -11812414.000000 Penalty: 5631.583984
	Iteration 150Q: 3 clusters Score -1.181241e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -11812432.000000 Penalty: 5631.583984
	Iteration 151Q: 3 clusters Score -1.181243e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 82191 members 
Entering Unmasked Estep 
Score: -11812470.000000 Penalty: 5631.583984
	Iteration 152Q: 3 clusters Score -1.181247e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 82313 members 
Entering Unmasked Estep 
Score: -11812539.000000 Penalty: 5631.583984
	Iteration 153Q: 3 clusters Score -1.181254e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 82436 members 
Entering Unmasked Estep 
Score: -11812571.000000 Penalty: 5631.583984
	Iteration 154Q: 3 clusters Score -1.181257e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 82552 members 
Entering Unmasked Estep 
Score: -11812598.000000 Penalty: 5631.583984
	Iteration 155Q: 3 clusters Score -1.18126e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 82672 members 
Entering Unmasked Estep 
Score: -11812648.000000 Penalty: 5631.583984
	Iteration 156Q: 3 clusters Score -1.181265e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 82771 members 
Entering Unmasked Estep 
Score: -11812643.000000 Penalty: 5631.583984
	Iteration 157Q: 3 clusters Score -1.181264e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 82848 members 
Entering Unmasked Estep 
Score: -11812667.000000 Penalty: 5631.583984
	Iteration 158Q: 3 clusters Score -1.181267e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 82935 members 
Entering Unmasked Estep 
Score: -11812688.000000 Penalty: 5631.583984
	Iteration 159Q: 3 clusters Score -1.181269e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 83016 members 
Entering Unmasked Estep 
Score: -11812672.000000 Penalty: 5631.583984
	Iteration 160F: 3 clusters Score -1.181267e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 83083 members 
Entering Unmasked Estep 
Score: -11812693.000000 Penalty: 5631.583984
	Iteration 161Q: 3 clusters Score -1.181269e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 83142 members 
Entering Unmasked Estep 
Score: -11812703.000000 Penalty: 5631.583984
	Iteration 162Q: 3 clusters Score -1.18127e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 83197 members 
Entering Unmasked Estep 
Score: -11812732.000000 Penalty: 5631.583984
	Iteration 163Q: 3 clusters Score -1.181273e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 83245 members 
Entering Unmasked Estep 
Score: -11812733.000000 Penalty: 5631.583984
	Iteration 164Q: 3 clusters Score -1.181273e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -11812764.000000 Penalty: 5631.583984
	Iteration 165Q: 3 clusters Score -1.181276e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 83337 members 
Entering Unmasked Estep 
Score: -11812775.000000 Penalty: 5631.583984
	Iteration 166Q: 3 clusters Score -1.181278e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 83382 members 
Entering Unmasked Estep 
Score: -11812776.000000 Penalty: 5631.583984
	Iteration 167Q: 3 clusters Score -1.181278e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 83432 members 
Entering Unmasked Estep 
Score: -11812772.000000 Penalty: 5631.583984
	Iteration 168Q: 3 clusters Score -1.181277e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -11812783.000000 Penalty: 5631.583984
	Iteration 169Q: 3 clusters Score -1.181278e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 83508 members 
Entering Unmasked Estep 
Score: -11812817.000000 Penalty: 5631.583984
	Iteration 170Q: 3 clusters Score -1.181282e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 83539 members 
Entering Unmasked Estep 
Score: -11812832.000000 Penalty: 5631.583984
	Iteration 171Q: 3 clusters Score -1.181283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 83570 members 
Entering Unmasked Estep 
Score: -11812847.000000 Penalty: 5631.583984
	Iteration 172Q: 3 clusters Score -1.181285e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
Score: -11812862.000000 Penalty: 5631.583984
	Iteration 173Q: 3 clusters Score -1.181286e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 83614 members 
Entering Unmasked Estep 
Score: -11812850.000000 Penalty: 5631.583984
	Iteration 174Q: 3 clusters Score -1.181285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 83629 members 
Entering Unmasked Estep 
Score: -11812851.000000 Penalty: 5631.583984
	Iteration 175Q: 3 clusters Score -1.181285e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 83644 members 
Entering Unmasked Estep 
Score: -11812852.000000 Penalty: 5631.583984
	Iteration 176Q: 3 clusters Score -1.181285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 83659 members 
Entering Unmasked Estep 
Score: -11812876.000000 Penalty: 5631.583984
	Iteration 177Q: 3 clusters Score -1.181288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 83672 members 
Entering Unmasked Estep 
Score: -11812877.000000 Penalty: 5631.583984
	Iteration 178Q: 3 clusters Score -1.181288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 83688 members 
Entering Unmasked Estep 
Score: -11812868.000000 Penalty: 5631.583984
	Iteration 179Q: 3 clusters Score -1.181287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -11812864.000000 Penalty: 5631.583984
	Iteration 180F: 3 clusters Score -1.181286e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 83704 members 
Entering Unmasked Estep 
Score: -11812869.000000 Penalty: 5631.583984
	Iteration 181Q: 3 clusters Score -1.181287e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 83711 members 
Entering Unmasked Estep 
Score: -11812863.000000 Penalty: 5631.583984
	Iteration 182Q: 3 clusters Score -1.181286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 83715 members 
Entering Unmasked Estep 
Score: -11812869.000000 Penalty: 5631.583984
	Iteration 183Q: 3 clusters Score -1.181287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -11812868.000000 Penalty: 5631.583984
	Iteration 184Q: 3 clusters Score -1.181287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 83723 members 
Entering Unmasked Estep 
Score: -11812871.000000 Penalty: 5631.583984
	Iteration 185Q: 3 clusters Score -1.181287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 83726 members 
Entering Unmasked Estep 
Score: -11812884.000000 Penalty: 5631.583984
	Iteration 186Q: 3 clusters Score -1.181288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 83730 members 
Entering Unmasked Estep 
Score: -11812883.000000 Penalty: 5631.583984
	Iteration 187Q: 3 clusters Score -1.181288e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -11812885.000000 Penalty: 5631.583984
	Iteration 188Q: 3 clusters Score -1.181288e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 83731 members 
Entering Unmasked Estep 
Score: -11812885.000000 Penalty: 5631.583984
	Iteration 189F: 3 clusters Score -1.181288e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Entering Unmasked Estep 
Score: -3982452.500000 Penalty: 2552.510986
	Iteration 0F: 2 clusters Score -3982452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3962272.250000 Penalty: 5105.021973
	Iteration 0F: 3 clusters Score -3962272 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3969341.750000 Penalty: 5105.021973
	Iteration 1F: 3 clusters Score -3969342 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -3969812.250000 Penalty: 5105.021973
	Iteration 2Q: 3 clusters Score -3969812 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -3970330.500000 Penalty: 5105.021973
	Iteration 3Q: 3 clusters Score -3970330 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3970933.500000 Penalty: 5105.021973
	Iteration 4Q: 3 clusters Score -3970934 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3971699.000000 Penalty: 5105.021973
	Iteration 5F: 3 clusters Score -3971699 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3972631.250000 Penalty: 5105.021973
	Iteration 6F: 3 clusters Score -3972631 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -3973723.000000 Penalty: 5105.021973
	Iteration 7F: 3 clusters Score -3973723 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -3974828.000000 Penalty: 5105.021973
	Iteration 8F: 3 clusters Score -3974828 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -3975893.750000 Penalty: 5105.021973
	Iteration 9F: 3 clusters Score -3975894 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3976747.250000 Penalty: 5105.021973
	Iteration 10Q: 3 clusters Score -3976747 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3977380.750000 Penalty: 5105.021973
	Iteration 11Q: 3 clusters Score -3977381 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3977928.250000 Penalty: 5105.021973
	Iteration 12Q: 3 clusters Score -3977928 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3978312.000000 Penalty: 5105.021973
	Iteration 13Q: 3 clusters Score -3978312 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3978697.250000 Penalty: 5105.021973
	Iteration 14Q: 3 clusters Score -3978697 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 26838 members 
Entering Unmasked Estep 
Score: -3979001.750000 Penalty: 5105.021973
	Iteration 15Q: 3 clusters Score -3979002 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3979270.000000 Penalty: 5105.021973
	Iteration 16Q: 3 clusters Score -3979270 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -3979496.500000 Penalty: 5105.021973
	Iteration 17Q: 3 clusters Score -3979496 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3979696.000000 Penalty: 5105.021973
	Iteration 18Q: 3 clusters Score -3979696 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3979855.000000 Penalty: 5105.021973
	Iteration 19Q: 3 clusters Score -3979855 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -3979993.000000 Penalty: 5105.021973
	Iteration 20F: 3 clusters Score -3979993 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3980086.500000 Penalty: 5105.021973
	Iteration 21Q: 3 clusters Score -3980086 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -3980160.000000 Penalty: 5105.021973
	Iteration 22Q: 3 clusters Score -3980160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3980205.500000 Penalty: 5105.021973
	Iteration 23Q: 3 clusters Score -3980206 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3980240.000000 Penalty: 5105.021973
	Iteration 24Q: 3 clusters Score -3980240 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -3980268.000000 Penalty: 5105.021973
	Iteration 25Q: 3 clusters Score -3980268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 28738 members 
Entering Unmasked Estep 
Score: -3980284.000000 Penalty: 5105.021973
	Iteration 26Q: 3 clusters Score -3980284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -3980299.250000 Penalty: 5105.021973
	Iteration 27Q: 3 clusters Score -3980299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -3980309.500000 Penalty: 5105.021973
	Iteration 28Q: 3 clusters Score -3980310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -3980317.250000 Penalty: 5105.021973
	Iteration 29Q: 3 clusters Score -3980317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -3980318.500000 Penalty: 5105.021973
	Iteration 30Q: 3 clusters Score -3980318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -3980326.000000 Penalty: 5105.021973
	Iteration 31Q: 3 clusters Score -3980326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
Score: -3980335.750000 Penalty: 5105.021973
	Iteration 32Q: 3 clusters Score -3980336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 28801 members 
Entering Unmasked Estep 
Score: -3980331.000000 Penalty: 5105.021973
	Iteration 33Q: 3 clusters Score -3980331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -3980336.000000 Penalty: 5105.021973
	Iteration 34Q: 3 clusters Score -3980336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -3980336.000000 Penalty: 5105.021973
	Iteration 35Q: 3 clusters Score -3980336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3980336.000000 Penalty: 5105.021973
	Iteration 36Q: 3 clusters Score -3980336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -3980340.000000 Penalty: 5105.021973
	Iteration 37Q: 3 clusters Score -3980340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -3980334.750000 Penalty: 5105.021973
	Iteration 38Q: 3 clusters Score -3980335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -3980334.500000 Penalty: 5105.021973
	Iteration 39Q: 3 clusters Score -3980334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 28826 members 
Entering Unmasked Estep 
Score: -3980336.000000 Penalty: 5105.021973
	Iteration 40F: 3 clusters Score -3980336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -3980351.000000 Penalty: 5105.021973
	Iteration 41Q: 3 clusters Score -3980351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3980349.500000 Penalty: 5105.021973
	Iteration 42Q: 3 clusters Score -3980350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3980354.000000 Penalty: 5105.021973
	Iteration 43Q: 3 clusters Score -3980354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -3980354.000000 Penalty: 5105.021973
	Iteration 44F: 3 clusters Score -3980354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (276366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276366 members 
Entering Unmasked Estep 
Score: -38591372.000000 Penalty: 3107.311279
	Iteration 0F: 2 clusters Score -3.859137e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138203 members 
Mstep: Class 2 contains 138163 members 
Entering Unmasked Estep 
Score: -38438020.000000 Penalty: 6214.622559
	Iteration 0F: 3 clusters Score -3.843802e+07 nChanged 133701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140334 members 
Mstep: Class 2 contains 136032 members 
Entering Unmasked Estep 
Score: -38517512.000000 Penalty: 6214.622559
	Iteration 1F: 3 clusters Score -3.851751e+07 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141903 members 
Mstep: Class 2 contains 134463 members 
Entering Unmasked Estep 
Score: -38519112.000000 Penalty: 6214.622559
	Iteration 2Q: 3 clusters Score -3.851911e+07 nChanged 8964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144357 members 
Mstep: Class 2 contains 132009 members 
Entering Unmasked Estep 
Score: -38521216.000000 Penalty: 6214.622559
	Iteration 3Q: 3 clusters Score -3.852122e+07 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147892 members 
Mstep: Class 2 contains 128474 members 
Entering Unmasked Estep 
Score: -38524292.000000 Penalty: 6214.622559
	Iteration 4Q: 3 clusters Score -3.852429e+07 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152719 members 
Mstep: Class 2 contains 123647 members 
Entering Unmasked Estep 
Score: -38528516.000000 Penalty: 6214.622559
	Iteration 5Q: 3 clusters Score -3.852852e+07 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158817 members 
Mstep: Class 2 contains 117549 members 
Entering Unmasked Estep 
Score: -38534300.000000 Penalty: 6214.622559
	Iteration 6Q: 3 clusters Score -3.85343e+07 nChanged 14850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165671 members 
Mstep: Class 2 contains 110695 members 
Entering Unmasked Estep 
Score: -38541416.000000 Penalty: 6214.622559
	Iteration 7F: 3 clusters Score -3.854142e+07 nChanged 15151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172958 members 
Mstep: Class 2 contains 103408 members 
Entering Unmasked Estep 
Score: -38548608.000000 Penalty: 6214.622559
	Iteration 8F: 3 clusters Score -3.854861e+07 nChanged 14411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180099 members 
Mstep: Class 2 contains 96267 members 
Entering Unmasked Estep 
Score: -38555728.000000 Penalty: 6214.622559
	Iteration 9F: 3 clusters Score -3.855573e+07 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186940 members 
Mstep: Class 2 contains 89426 members 
Entering Unmasked Estep 
Score: -38563124.000000 Penalty: 6214.622559
	Iteration 10Q: 3 clusters Score -3.856312e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192706 members 
Mstep: Class 2 contains 83660 members 
Entering Unmasked Estep 
Score: -38569912.000000 Penalty: 6214.622559
	Iteration 11Q: 3 clusters Score -3.856991e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197204 members 
Mstep: Class 2 contains 79162 members 
Entering Unmasked Estep 
Score: -38575112.000000 Penalty: 6214.622559
	Iteration 12Q: 3 clusters Score -3.857511e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200787 members 
Mstep: Class 2 contains 75579 members 
Entering Unmasked Estep 
Score: -38578212.000000 Penalty: 6214.622559
	Iteration 13Q: 3 clusters Score -3.857821e+07 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203893 members 
Mstep: Class 2 contains 72473 members 
Entering Unmasked Estep 
Score: -38579948.000000 Penalty: 6214.622559
	Iteration 14Q: 3 clusters Score -3.857995e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206923 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -38581176.000000 Penalty: 6214.622559
	Iteration 15Q: 3 clusters Score -3.858118e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209850 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -38582080.000000 Penalty: 6214.622559
	Iteration 16Q: 3 clusters Score -3.858208e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212903 members 
Mstep: Class 2 contains 63463 members 
Entering Unmasked Estep 
Score: -38583068.000000 Penalty: 6214.622559
	Iteration 17Q: 3 clusters Score -3.858307e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216031 members 
Mstep: Class 2 contains 60335 members 
Entering Unmasked Estep 
Score: -38583976.000000 Penalty: 6214.622559
	Iteration 18Q: 3 clusters Score -3.858398e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219368 members 
Mstep: Class 2 contains 56998 members 
Entering Unmasked Estep 
Score: -38585244.000000 Penalty: 6214.622559
	Iteration 19Q: 3 clusters Score -3.858524e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222750 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -38586480.000000 Penalty: 6214.622559
	Iteration 20F: 3 clusters Score -3.858648e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226206 members 
Mstep: Class 2 contains 50160 members 
Entering Unmasked Estep 
Score: -38587648.000000 Penalty: 6214.622559
	Iteration 21Q: 3 clusters Score -3.858765e+07 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229679 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -38588956.000000 Penalty: 6214.622559
	Iteration 22Q: 3 clusters Score -3.858896e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233360 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -38589932.000000 Penalty: 6214.622559
	Iteration 23Q: 3 clusters Score -3.858993e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237216 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -38590892.000000 Penalty: 6214.622559
	Iteration 24Q: 3 clusters Score -3.859089e+07 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241100 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -38592880.000000 Penalty: 6214.622559
	Iteration 25Q: 3 clusters Score -3.859288e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245660 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -38593848.000000 Penalty: 6214.622559
	Iteration 26Q: 3 clusters Score -3.859385e+07 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250579 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -38594428.000000 Penalty: 6214.622559
	Iteration 27Q: 3 clusters Score -3.859443e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255564 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -38593848.000000 Penalty: 6214.622559
	Iteration 28Q: 3 clusters Score -3.859385e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260309 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -38593500.000000 Penalty: 6214.622559
	Iteration 29Q: 3 clusters Score -3.85935e+07 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264718 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -38592744.000000 Penalty: 6214.622559
	Iteration 30Q: 3 clusters Score -3.859274e+07 nChanged 3848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268566 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -38591340.000000 Penalty: 6214.622559
	Iteration 31Q: 3 clusters Score -3.859134e+07 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271552 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -38590392.000000 Penalty: 6214.622559
	Iteration 32Q: 3 clusters Score -3.859039e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273563 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -38589660.000000 Penalty: 6214.622559
	Iteration 33Q: 3 clusters Score -3.858966e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274622 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -38589336.000000 Penalty: 6214.622559
	Iteration 34Q: 3 clusters Score -3.858934e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275204 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -38589088.000000 Penalty: 6214.622559
	Iteration 35Q: 3 clusters Score -3.858909e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275493 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -38588976.000000 Penalty: 6214.622559
	Iteration 36Q: 3 clusters Score -3.858898e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275656 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -38588936.000000 Penalty: 6214.622559
	Iteration 37Q: 3 clusters Score -3.858894e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275732 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -38588916.000000 Penalty: 6214.622559
	Iteration 38Q: 3 clusters Score -3.858892e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275778 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -38588944.000000 Penalty: 6214.622559
	Iteration 39Q: 3 clusters Score -3.858894e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275803 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -38588928.000000 Penalty: 6214.622559
	Iteration 40F: 3 clusters Score -3.858893e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275822 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -38588952.000000 Penalty: 6214.622559
	Iteration 41Q: 3 clusters Score -3.858895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275832 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -38588924.000000 Penalty: 6214.622559
	Iteration 42Q: 3 clusters Score -3.858892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275838 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -38588908.000000 Penalty: 6214.622559
	Iteration 43Q: 3 clusters Score -3.858891e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275844 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -38588884.000000 Penalty: 6214.622559
	Iteration 44Q: 3 clusters Score -3.858888e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275847 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -38588916.000000 Penalty: 6214.622559
	Iteration 45Q: 3 clusters Score -3.858892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275846 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -38588928.000000 Penalty: 6214.622559
	Iteration 46Q: 3 clusters Score -3.858893e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275850 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -38588920.000000 Penalty: 6214.622559
	Iteration 47Q: 3 clusters Score -3.858892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275849 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -38588912.000000 Penalty: 6214.622559
	Iteration 48Q: 3 clusters Score -3.858891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275852 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -38588916.000000 Penalty: 6214.622559
	Iteration 49Q: 3 clusters Score -3.858892e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275853 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -38588920.000000 Penalty: 6214.622559
	Iteration 50Q: 3 clusters Score -3.858892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275853 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -38588916.000000 Penalty: 6214.622559
	Iteration 51Q: 3 clusters Score -3.858892e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275855 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -38588888.000000 Penalty: 6214.622559
	Iteration 52Q: 3 clusters Score -3.858889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275856 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -38588892.000000 Penalty: 6214.622559
	Iteration 53Q: 3 clusters Score -3.858889e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275857 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -38588912.000000 Penalty: 6214.622559
	Iteration 54Q: 3 clusters Score -3.858891e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275859 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -38588940.000000 Penalty: 6214.622559
	Iteration 55Q: 3 clusters Score -3.858894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275861 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -38588924.000000 Penalty: 6214.622559
	Iteration 56Q: 3 clusters Score -3.858892e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275862 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -38588932.000000 Penalty: 6214.622559
	Iteration 57Q: 3 clusters Score -3.858893e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275867 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -38588940.000000 Penalty: 6214.622559
	Iteration 58Q: 3 clusters Score -3.858894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275871 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -38588912.000000 Penalty: 6214.622559
	Iteration 59Q: 3 clusters Score -3.858891e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275874 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -38588924.000000 Penalty: 6214.622559
	Iteration 60F: 3 clusters Score -3.858892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275878 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -38588904.000000 Penalty: 6214.622559
	Iteration 61Q: 3 clusters Score -3.85889e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275884 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -38588928.000000 Penalty: 6214.622559
	Iteration 62Q: 3 clusters Score -3.858893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275892 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -38588952.000000 Penalty: 6214.622559
	Iteration 63Q: 3 clusters Score -3.858895e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275895 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -38588940.000000 Penalty: 6214.622559
	Iteration 64Q: 3 clusters Score -3.858894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275899 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -38588948.000000 Penalty: 6214.622559
	Iteration 65Q: 3 clusters Score -3.858895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275905 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -38588944.000000 Penalty: 6214.622559
	Iteration 66Q: 3 clusters Score -3.858894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275908 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -38588948.000000 Penalty: 6214.622559
	Iteration 67Q: 3 clusters Score -3.858895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275908 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -38588948.000000 Penalty: 6214.622559
	Iteration 68Q: 3 clusters Score -3.858895e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275911 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -38588956.000000 Penalty: 6214.622559
	Iteration 69Q: 3 clusters Score -3.858896e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275917 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -38588936.000000 Penalty: 6214.622559
	Iteration 70Q: 3 clusters Score -3.858894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275922 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -38588932.000000 Penalty: 6214.622559
	Iteration 71Q: 3 clusters Score -3.858893e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275922 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -38588940.000000 Penalty: 6214.622559
	Iteration 72Q: 3 clusters Score -3.858894e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275923 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -38588928.000000 Penalty: 6214.622559
	Iteration 73Q: 3 clusters Score -3.858893e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275924 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -38588916.000000 Penalty: 6214.622559
	Iteration 74Q: 3 clusters Score -3.858892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275925 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -38588924.000000 Penalty: 6214.622559
	Iteration 75Q: 3 clusters Score -3.858892e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275926 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -38588948.000000 Penalty: 6214.622559
	Iteration 76Q: 3 clusters Score -3.858895e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275926 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -38588956.000000 Penalty: 6214.622559
	Iteration 77Q: 3 clusters Score -3.858896e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275927 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -38588936.000000 Penalty: 6214.622559
	Iteration 78Q: 3 clusters Score -3.858894e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275927 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -38588936.000000 Penalty: 6214.622559
	Iteration 79Q: 3 clusters Score -3.858894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275927 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -38588948.000000 Penalty: 6214.622559
	Iteration 80F: 3 clusters Score -3.858895e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275927 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -38588952.000000 Penalty: 6214.622559
	Iteration 81Q: 3 clusters Score -3.858895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275929 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -38588936.000000 Penalty: 6214.622559
	Iteration 82Q: 3 clusters Score -3.858894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275928 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -38588940.000000 Penalty: 6214.622559
	Iteration 83Q: 3 clusters Score -3.858894e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275927 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -38588928.000000 Penalty: 6214.622559
	Iteration 84Q: 3 clusters Score -3.858893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275927 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -38588928.000000 Penalty: 6214.622559
	Iteration 85F: 3 clusters Score -3.858893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -154247.843750 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -154247.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -152263.312500 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -152263.3 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -152599.734375 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -152599.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -152726.593750 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -152726.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -152781.187500 Penalty: 3490.365723
	Iteration 3Q: 3 clusters Score -152781.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152804.343750 Penalty: 3490.365723
	Iteration 4Q: 3 clusters Score -152804.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -152829.421875 Penalty: 3490.365723
	Iteration 5Q: 3 clusters Score -152829.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -152844.265625 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -152844.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152855.890625 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -152855.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152865.281250 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -152865.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152874.812500 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -152874.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152887.921875 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -152887.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -152901.546875 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -152901.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152914.328125 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -152914.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -152929.296875 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -152929.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -152933.593750 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -152933.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -152942.734375 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -152942.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152954.296875 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -152954.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -152960.359375 Penalty: 3490.365723
	Iteration 17Q: 3 clusters Score -152960.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -152965.562500 Penalty: 3490.365723
	Iteration 18Q: 3 clusters Score -152965.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -152968.890625 Penalty: 3490.365723
	Iteration 19Q: 3 clusters Score -152968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -152969.453125 Penalty: 3490.365723
	Iteration 20F: 3 clusters Score -152969.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -152970.328125 Penalty: 3490.365723
	Iteration 21Q: 3 clusters Score -152970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -152972.906250 Penalty: 3490.365723
	Iteration 22Q: 3 clusters Score -152972.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -152980.625000 Penalty: 3490.365723
	Iteration 23Q: 3 clusters Score -152980.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -152986.187500 Penalty: 3490.365723
	Iteration 24Q: 3 clusters Score -152986.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -152992.468750 Penalty: 3490.365723
	Iteration 25Q: 3 clusters Score -152992.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152994.250000 Penalty: 3490.365723
	Iteration 26Q: 3 clusters Score -152994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -152996.828125 Penalty: 3490.365723
	Iteration 27Q: 3 clusters Score -152996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -153003.000000 Penalty: 3490.365723
	Iteration 28Q: 3 clusters Score -153003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -153008.750000 Penalty: 3490.365723
	Iteration 29Q: 3 clusters Score -153008.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -153010.250000 Penalty: 3490.365723
	Iteration 30Q: 3 clusters Score -153010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -153012.593750 Penalty: 3490.365723
	Iteration 31Q: 3 clusters Score -153012.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -153012.953125 Penalty: 3490.365723
	Iteration 32Q: 3 clusters Score -153013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -153012.953125 Penalty: 3490.365723
	Iteration 33F: 3 clusters Score -153013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Entering Unmasked Estep 
Score: -3112031.000000 Penalty: 2496.122803
	Iteration 0F: 2 clusters Score -3112031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -3095669.750000 Penalty: 4992.245605
	Iteration 0F: 3 clusters Score -3095670 nChanged 10470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -3101264.750000 Penalty: 4992.245605
	Iteration 1F: 3 clusters Score -3101265 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3101677.500000 Penalty: 4992.245605
	Iteration 2F: 3 clusters Score -3101678 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -3102000.000000 Penalty: 4992.245605
	Iteration 3Q: 3 clusters Score -3102000 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -3102303.500000 Penalty: 4992.245605
	Iteration 4Q: 3 clusters Score -3102304 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -3102568.500000 Penalty: 4992.245605
	Iteration 5Q: 3 clusters Score -3102568 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -3102820.500000 Penalty: 4992.245605
	Iteration 6Q: 3 clusters Score -3102820 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3103119.750000 Penalty: 4992.245605
	Iteration 7Q: 3 clusters Score -3103120 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3103458.500000 Penalty: 4992.245605
	Iteration 8Q: 3 clusters Score -3103458 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3103852.000000 Penalty: 4992.245605
	Iteration 9Q: 3 clusters Score -3103852 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -3104360.250000 Penalty: 4992.245605
	Iteration 10Q: 3 clusters Score -3104360 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3104971.750000 Penalty: 4992.245605
	Iteration 11Q: 3 clusters Score -3104972 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -3105739.750000 Penalty: 4992.245605
	Iteration 12Q: 3 clusters Score -3105740 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -3106576.000000 Penalty: 4992.245605
	Iteration 13F: 3 clusters Score -3106576 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -3107424.250000 Penalty: 4992.245605
	Iteration 14Q: 3 clusters Score -3107424 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3108144.000000 Penalty: 4992.245605
	Iteration 15Q: 3 clusters Score -3108144 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -3108731.250000 Penalty: 4992.245605
	Iteration 16Q: 3 clusters Score -3108731 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3109177.500000 Penalty: 4992.245605
	Iteration 17Q: 3 clusters Score -3109178 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3109461.750000 Penalty: 4992.245605
	Iteration 18Q: 3 clusters Score -3109462 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3109634.500000 Penalty: 4992.245605
	Iteration 19Q: 3 clusters Score -3109634 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3109725.250000 Penalty: 4992.245605
	Iteration 20F: 3 clusters Score -3109725 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3109774.750000 Penalty: 4992.245605
	Iteration 21Q: 3 clusters Score -3109775 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -3109807.750000 Penalty: 4992.245605
	Iteration 22Q: 3 clusters Score -3109808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3109835.000000 Penalty: 4992.245605
	Iteration 23Q: 3 clusters Score -3109835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3109847.000000 Penalty: 4992.245605
	Iteration 24Q: 3 clusters Score -3109847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -3109858.250000 Penalty: 4992.245605
	Iteration 25Q: 3 clusters Score -3109858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3109863.500000 Penalty: 4992.245605
	Iteration 26Q: 3 clusters Score -3109864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -3109867.000000 Penalty: 4992.245605
	Iteration 27Q: 3 clusters Score -3109867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -3109869.500000 Penalty: 4992.245605
	Iteration 28Q: 3 clusters Score -3109870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3109869.250000 Penalty: 4992.245605
	Iteration 29Q: 3 clusters Score -3109869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -3109868.500000 Penalty: 4992.245605
	Iteration 30Q: 3 clusters Score -3109868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3109870.500000 Penalty: 4992.245605
	Iteration 31Q: 3 clusters Score -3109870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -3109870.500000 Penalty: 4992.245605
	Iteration 32F: 3 clusters Score -3109870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Entering Unmasked Estep 
Score: -1475289.875000 Penalty: 2315.437988
	Iteration 0F: 2 clusters Score -1475290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1466808.875000 Penalty: 4630.875977
	Iteration 0F: 3 clusters Score -1466809 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1469306.250000 Penalty: 4630.875977
	Iteration 1F: 3 clusters Score -1469306 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1469622.500000 Penalty: 4630.875977
	Iteration 2F: 3 clusters Score -1469622 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1469858.250000 Penalty: 4630.875977
	Iteration 3F: 3 clusters Score -1469858 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1470043.250000 Penalty: 4630.875977
	Iteration 4Q: 3 clusters Score -1470043 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1470186.375000 Penalty: 4630.875977
	Iteration 5Q: 3 clusters Score -1470186 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1470306.625000 Penalty: 4630.875977
	Iteration 6Q: 3 clusters Score -1470307 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1470418.000000 Penalty: 4630.875977
	Iteration 7Q: 3 clusters Score -1470418 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1470518.000000 Penalty: 4630.875977
	Iteration 8Q: 3 clusters Score -1470518 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1470609.750000 Penalty: 4630.875977
	Iteration 9Q: 3 clusters Score -1470610 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1470701.750000 Penalty: 4630.875977
	Iteration 10Q: 3 clusters Score -1470702 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1470792.000000 Penalty: 4630.875977
	Iteration 11Q: 3 clusters Score -1470792 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1470914.500000 Penalty: 4630.875977
	Iteration 12Q: 3 clusters Score -1470914 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1471059.875000 Penalty: 4630.875977
	Iteration 13Q: 3 clusters Score -1471060 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1471222.625000 Penalty: 4630.875977
	Iteration 14Q: 3 clusters Score -1471223 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1471384.500000 Penalty: 4630.875977
	Iteration 15Q: 3 clusters Score -1471384 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1471554.375000 Penalty: 4630.875977
	Iteration 16Q: 3 clusters Score -1471554 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1471749.000000 Penalty: 4630.875977
	Iteration 17Q: 3 clusters Score -1471749 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1471971.125000 Penalty: 4630.875977
	Iteration 18Q: 3 clusters Score -1471971 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1472201.875000 Penalty: 4630.875977
	Iteration 19Q: 3 clusters Score -1472202 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1472404.125000 Penalty: 4630.875977
	Iteration 20F: 3 clusters Score -1472404 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1472615.750000 Penalty: 4630.875977
	Iteration 21Q: 3 clusters Score -1472616 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1472787.125000 Penalty: 4630.875977
	Iteration 22Q: 3 clusters Score -1472787 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1472936.250000 Penalty: 4630.875977
	Iteration 23Q: 3 clusters Score -1472936 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -1473103.125000 Penalty: 4630.875977
	Iteration 24Q: 3 clusters Score -1473103 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1473239.750000 Penalty: 4630.875977
	Iteration 25Q: 3 clusters Score -1473240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1473341.875000 Penalty: 4630.875977
	Iteration 26Q: 3 clusters Score -1473342 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1473425.125000 Penalty: 4630.875977
	Iteration 27Q: 3 clusters Score -1473425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1473471.125000 Penalty: 4630.875977
	Iteration 28Q: 3 clusters Score -1473471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1473508.125000 Penalty: 4630.875977
	Iteration 29Q: 3 clusters Score -1473508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -1473527.625000 Penalty: 4630.875977
	Iteration 30Q: 3 clusters Score -1473528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -1473546.375000 Penalty: 4630.875977
	Iteration 31Q: 3 clusters Score -1473546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1473557.250000 Penalty: 4630.875977
	Iteration 32Q: 3 clusters Score -1473557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1473564.625000 Penalty: 4630.875977
	Iteration 33Q: 3 clusters Score -1473565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1473570.375000 Penalty: 4630.875977
	Iteration 34Q: 3 clusters Score -1473570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1473573.250000 Penalty: 4630.875977
	Iteration 35Q: 3 clusters Score -1473573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1473577.500000 Penalty: 4630.875977
	Iteration 36Q: 3 clusters Score -1473578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1473576.750000 Penalty: 4630.875977
	Iteration 37Q: 3 clusters Score -1473577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1473579.625000 Penalty: 4630.875977
	Iteration 38Q: 3 clusters Score -1473580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1473581.625000 Penalty: 4630.875977
	Iteration 39Q: 3 clusters Score -1473582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1473582.750000 Penalty: 4630.875977
	Iteration 40F: 3 clusters Score -1473583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -1473587.500000 Penalty: 4630.875977
	Iteration 41Q: 3 clusters Score -1473588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -1473593.625000 Penalty: 4630.875977
	Iteration 42Q: 3 clusters Score -1473594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -1473599.375000 Penalty: 4630.875977
	Iteration 43Q: 3 clusters Score -1473599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1473605.125000 Penalty: 4630.875977
	Iteration 44Q: 3 clusters Score -1473605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1473608.000000 Penalty: 4630.875977
	Iteration 45Q: 3 clusters Score -1473608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1473609.000000 Penalty: 4630.875977
	Iteration 46Q: 3 clusters Score -1473609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1473609.000000 Penalty: 4630.875977
	Iteration 47F: 3 clusters Score -1473609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Entering Unmasked Estep 
Score: -3212945.250000 Penalty: 2518.098633
	Iteration 0F: 2 clusters Score -3212945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -3195141.500000 Penalty: 5036.197266
	Iteration 0F: 3 clusters Score -3195142 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3201953.000000 Penalty: 5036.197266
	Iteration 1F: 3 clusters Score -3201953 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -3203148.750000 Penalty: 5036.197266
	Iteration 2F: 3 clusters Score -3203149 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3204369.500000 Penalty: 5036.197266
	Iteration 3F: 3 clusters Score -3204370 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -3205520.500000 Penalty: 5036.197266
	Iteration 4F: 3 clusters Score -3205520 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3206649.000000 Penalty: 5036.197266
	Iteration 5F: 3 clusters Score -3206649 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -3207719.500000 Penalty: 5036.197266
	Iteration 6F: 3 clusters Score -3207720 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3208698.750000 Penalty: 5036.197266
	Iteration 7F: 3 clusters Score -3208699 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -3209358.250000 Penalty: 5036.197266
	Iteration 8Q: 3 clusters Score -3209358 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3209733.750000 Penalty: 5036.197266
	Iteration 9Q: 3 clusters Score -3209734 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -3209977.250000 Penalty: 5036.197266
	Iteration 10Q: 3 clusters Score -3209977 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -3210161.000000 Penalty: 5036.197266
	Iteration 11Q: 3 clusters Score -3210161 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3210362.250000 Penalty: 5036.197266
	Iteration 12Q: 3 clusters Score -3210362 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -3210532.750000 Penalty: 5036.197266
	Iteration 13Q: 3 clusters Score -3210533 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3210730.000000 Penalty: 5036.197266
	Iteration 14Q: 3 clusters Score -3210730 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -3210924.750000 Penalty: 5036.197266
	Iteration 15Q: 3 clusters Score -3210925 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -3211084.250000 Penalty: 5036.197266
	Iteration 16Q: 3 clusters Score -3211084 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -3211213.750000 Penalty: 5036.197266
	Iteration 17Q: 3 clusters Score -3211214 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -3211325.500000 Penalty: 5036.197266
	Iteration 18Q: 3 clusters Score -3211326 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3211423.000000 Penalty: 5036.197266
	Iteration 19Q: 3 clusters Score -3211423 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3211498.500000 Penalty: 5036.197266
	Iteration 20F: 3 clusters Score -3211498 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3211552.000000 Penalty: 5036.197266
	Iteration 21Q: 3 clusters Score -3211552 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -3211600.750000 Penalty: 5036.197266
	Iteration 22Q: 3 clusters Score -3211601 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3211624.250000 Penalty: 5036.197266
	Iteration 23Q: 3 clusters Score -3211624 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3211672.250000 Penalty: 5036.197266
	Iteration 24Q: 3 clusters Score -3211672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3211704.250000 Penalty: 5036.197266
	Iteration 25Q: 3 clusters Score -3211704 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3211735.750000 Penalty: 5036.197266
	Iteration 26Q: 3 clusters Score -3211736 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -3211764.250000 Penalty: 5036.197266
	Iteration 27Q: 3 clusters Score -3211764 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3211769.750000 Penalty: 5036.197266
	Iteration 28Q: 3 clusters Score -3211770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -3211784.500000 Penalty: 5036.197266
	Iteration 29Q: 3 clusters Score -3211784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3211810.750000 Penalty: 5036.197266
	Iteration 30Q: 3 clusters Score -3211811 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3211826.750000 Penalty: 5036.197266
	Iteration 31Q: 3 clusters Score -3211827 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3211831.500000 Penalty: 5036.197266
	Iteration 32Q: 3 clusters Score -3211832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3211838.500000 Penalty: 5036.197266
	Iteration 33Q: 3 clusters Score -3211838 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -3211834.250000 Penalty: 5036.197266
	Iteration 34Q: 3 clusters Score -3211834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3211839.250000 Penalty: 5036.197266
	Iteration 35Q: 3 clusters Score -3211839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3211845.000000 Penalty: 5036.197266
	Iteration 36Q: 3 clusters Score -3211845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3211851.750000 Penalty: 5036.197266
	Iteration 37Q: 3 clusters Score -3211852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -3211863.250000 Penalty: 5036.197266
	Iteration 38Q: 3 clusters Score -3211863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3211875.250000 Penalty: 5036.197266
	Iteration 39Q: 3 clusters Score -3211875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3211871.500000 Penalty: 5036.197266
	Iteration 40F: 3 clusters Score -3211872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3211865.750000 Penalty: 5036.197266
	Iteration 41Q: 3 clusters Score -3211866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3211877.750000 Penalty: 5036.197266
	Iteration 42Q: 3 clusters Score -3211878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3211887.250000 Penalty: 5036.197266
	Iteration 43Q: 3 clusters Score -3211887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3211888.750000 Penalty: 5036.197266
	Iteration 44Q: 3 clusters Score -3211889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3211890.750000 Penalty: 5036.197266
	Iteration 45Q: 3 clusters Score -3211891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3211886.250000 Penalty: 5036.197266
	Iteration 46Q: 3 clusters Score -3211886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3211887.750000 Penalty: 5036.197266
	Iteration 47Q: 3 clusters Score -3211888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3211897.750000 Penalty: 5036.197266
	Iteration 48Q: 3 clusters Score -3211898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3211897.500000 Penalty: 5036.197266
	Iteration 49Q: 3 clusters Score -3211898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3211901.500000 Penalty: 5036.197266
	Iteration 50Q: 3 clusters Score -3211902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3211905.000000 Penalty: 5036.197266
	Iteration 51Q: 3 clusters Score -3211905 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3211916.000000 Penalty: 5036.197266
	Iteration 52Q: 3 clusters Score -3211916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3211923.000000 Penalty: 5036.197266
	Iteration 53Q: 3 clusters Score -3211923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3211930.750000 Penalty: 5036.197266
	Iteration 54Q: 3 clusters Score -3211931 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3211936.500000 Penalty: 5036.197266
	Iteration 55Q: 3 clusters Score -3211936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3211947.750000 Penalty: 5036.197266
	Iteration 56Q: 3 clusters Score -3211948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3211958.750000 Penalty: 5036.197266
	Iteration 57Q: 3 clusters Score -3211959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3211971.750000 Penalty: 5036.197266
	Iteration 58Q: 3 clusters Score -3211972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -3211972.750000 Penalty: 5036.197266
	Iteration 59Q: 3 clusters Score -3211973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3211986.000000 Penalty: 5036.197266
	Iteration 60F: 3 clusters Score -3211986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3211987.000000 Penalty: 5036.197266
	Iteration 61Q: 3 clusters Score -3211987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -3211988.750000 Penalty: 5036.197266
	Iteration 62Q: 3 clusters Score -3211989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3211992.000000 Penalty: 5036.197266
	Iteration 63Q: 3 clusters Score -3211992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3211993.500000 Penalty: 5036.197266
	Iteration 64Q: 3 clusters Score -3211994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3212000.750000 Penalty: 5036.197266
	Iteration 65Q: 3 clusters Score -3212001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3212006.000000 Penalty: 5036.197266
	Iteration 66Q: 3 clusters Score -3212006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3212010.750000 Penalty: 5036.197266
	Iteration 67Q: 3 clusters Score -3212011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3212010.500000 Penalty: 5036.197266
	Iteration 68Q: 3 clusters Score -3212010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3212018.750000 Penalty: 5036.197266
	Iteration 69Q: 3 clusters Score -3212019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3212028.500000 Penalty: 5036.197266
	Iteration 70Q: 3 clusters Score -3212028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3212052.000000 Penalty: 5036.197266
	Iteration 71Q: 3 clusters Score -3212052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3212053.750000 Penalty: 5036.197266
	Iteration 72Q: 3 clusters Score -3212054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -3212060.500000 Penalty: 5036.197266
	Iteration 73Q: 3 clusters Score -3212060 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -3212078.500000 Penalty: 5036.197266
	Iteration 74Q: 3 clusters Score -3212078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3212097.250000 Penalty: 5036.197266
	Iteration 75Q: 3 clusters Score -3212097 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3212122.000000 Penalty: 5036.197266
	Iteration 76Q: 3 clusters Score -3212122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3212158.250000 Penalty: 5036.197266
	Iteration 77Q: 3 clusters Score -3212158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3212176.000000 Penalty: 5036.197266
	Iteration 78Q: 3 clusters Score -3212176 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3212185.250000 Penalty: 5036.197266
	Iteration 79Q: 3 clusters Score -3212185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3212212.000000 Penalty: 5036.197266
	Iteration 80F: 3 clusters Score -3212212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3212217.750000 Penalty: 5036.197266
	Iteration 81Q: 3 clusters Score -3212218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -3212223.500000 Penalty: 5036.197266
	Iteration 82Q: 3 clusters Score -3212224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3212225.000000 Penalty: 5036.197266
	Iteration 83Q: 3 clusters Score -3212225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3212227.250000 Penalty: 5036.197266
	Iteration 84Q: 3 clusters Score -3212227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3212228.000000 Penalty: 5036.197266
	Iteration 85Q: 3 clusters Score -3212228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3212229.500000 Penalty: 5036.197266
	Iteration 86Q: 3 clusters Score -3212230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3212230.750000 Penalty: 5036.197266
	Iteration 87Q: 3 clusters Score -3212231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3212230.750000 Penalty: 5036.197266
	Iteration 88Q: 3 clusters Score -3212231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3212227.500000 Penalty: 5036.197266
	Iteration 89Q: 3 clusters Score -3212228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3212226.500000 Penalty: 5036.197266
	Iteration 90Q: 3 clusters Score -3212226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3212225.250000 Penalty: 5036.197266
	Iteration 91Q: 3 clusters Score -3212225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3212222.000000 Penalty: 5036.197266
	Iteration 92Q: 3 clusters Score -3212222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3212221.250000 Penalty: 5036.197266
	Iteration 93Q: 3 clusters Score -3212221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3212226.000000 Penalty: 5036.197266
	Iteration 94Q: 3 clusters Score -3212226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -3212228.750000 Penalty: 5036.197266
	Iteration 95Q: 3 clusters Score -3212229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3212227.000000 Penalty: 5036.197266
	Iteration 96Q: 3 clusters Score -3212227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3212225.000000 Penalty: 5036.197266
	Iteration 97Q: 3 clusters Score -3212225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3212229.500000 Penalty: 5036.197266
	Iteration 98Q: 3 clusters Score -3212230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3212234.500000 Penalty: 5036.197266
	Iteration 99Q: 3 clusters Score -3212234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3212233.250000 Penalty: 5036.197266
	Iteration 100F: 3 clusters Score -3212233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -3212233.500000 Penalty: 5036.197266
	Iteration 101Q: 3 clusters Score -3212234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -3212229.250000 Penalty: 5036.197266
	Iteration 102Q: 3 clusters Score -3212229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3212229.250000 Penalty: 5036.197266
	Iteration 103Q: 3 clusters Score -3212229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3212230.250000 Penalty: 5036.197266
	Iteration 104Q: 3 clusters Score -3212230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3212237.500000 Penalty: 5036.197266
	Iteration 105Q: 3 clusters Score -3212238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3212237.500000 Penalty: 5036.197266
	Iteration 106F: 3 clusters Score -3212238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (145216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145216 members 
Entering Unmasked Estep 
Score: -19917480.000000 Penalty: 2947.722412
	Iteration 0F: 2 clusters Score -1.991748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72847 members 
Mstep: Class 2 contains 72369 members 
Entering Unmasked Estep 
Score: -19821698.000000 Penalty: 5895.444824
	Iteration 0F: 3 clusters Score -1.98217e+07 nChanged 69387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 68964 members 
Entering Unmasked Estep 
Score: -19861854.000000 Penalty: 5895.444824
	Iteration 1F: 3 clusters Score -1.986185e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78637 members 
Mstep: Class 2 contains 66579 members 
Entering Unmasked Estep 
Score: -19862990.000000 Penalty: 5895.444824
	Iteration 2Q: 3 clusters Score -1.986299e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82399 members 
Mstep: Class 2 contains 62817 members 
Entering Unmasked Estep 
Score: -19864816.000000 Penalty: 5895.444824
	Iteration 3Q: 3 clusters Score -1.986482e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87945 members 
Mstep: Class 2 contains 57271 members 
Entering Unmasked Estep 
Score: -19867902.000000 Penalty: 5895.444824
	Iteration 4Q: 3 clusters Score -1.98679e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96065 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -19873152.000000 Penalty: 5895.444824
	Iteration 5F: 3 clusters Score -1.987315e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106919 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -19881678.000000 Penalty: 5895.444824
	Iteration 6F: 3 clusters Score -1.988168e+07 nChanged 12722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119431 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -19893178.000000 Penalty: 5895.444824
	Iteration 7F: 3 clusters Score -1.989318e+07 nChanged 11332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130641 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -19904064.000000 Penalty: 5895.444824
	Iteration 8F: 3 clusters Score -1.990406e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137723 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -19910334.000000 Penalty: 5895.444824
	Iteration 9Q: 3 clusters Score -1.991033e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141039 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -19913092.000000 Penalty: 5895.444824
	Iteration 10Q: 3 clusters Score -1.991309e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142555 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -19914182.000000 Penalty: 5895.444824
	Iteration 11Q: 3 clusters Score -1.991418e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143241 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -19914558.000000 Penalty: 5895.444824
	Iteration 12Q: 3 clusters Score -1.991456e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143589 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -19914808.000000 Penalty: 5895.444824
	Iteration 13Q: 3 clusters Score -1.991481e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143784 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -19914954.000000 Penalty: 5895.444824
	Iteration 14Q: 3 clusters Score -1.991495e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143900 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -19915060.000000 Penalty: 5895.444824
	Iteration 15Q: 3 clusters Score -1.991506e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143980 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -19915118.000000 Penalty: 5895.444824
	Iteration 16Q: 3 clusters Score -1.991512e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144041 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -19915116.000000 Penalty: 5895.444824
	Iteration 17Q: 3 clusters Score -1.991512e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144089 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -19915170.000000 Penalty: 5895.444824
	Iteration 18Q: 3 clusters Score -1.991517e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144118 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -19915150.000000 Penalty: 5895.444824
	Iteration 19Q: 3 clusters Score -1.991515e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144136 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -19915174.000000 Penalty: 5895.444824
	Iteration 20F: 3 clusters Score -1.991517e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144156 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -19915190.000000 Penalty: 5895.444824
	Iteration 21Q: 3 clusters Score -1.991519e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144174 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19915208.000000 Penalty: 5895.444824
	Iteration 22Q: 3 clusters Score -1.991521e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144189 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -19915220.000000 Penalty: 5895.444824
	Iteration 23Q: 3 clusters Score -1.991522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144199 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -19915240.000000 Penalty: 5895.444824
	Iteration 24Q: 3 clusters Score -1.991524e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144207 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -19915264.000000 Penalty: 5895.444824
	Iteration 25Q: 3 clusters Score -1.991526e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144213 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -19915278.000000 Penalty: 5895.444824
	Iteration 26Q: 3 clusters Score -1.991528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144215 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -19915286.000000 Penalty: 5895.444824
	Iteration 27Q: 3 clusters Score -1.991529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144223 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -19915286.000000 Penalty: 5895.444824
	Iteration 28Q: 3 clusters Score -1.991529e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -19915294.000000 Penalty: 5895.444824
	Iteration 29Q: 3 clusters Score -1.991529e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144232 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -19915290.000000 Penalty: 5895.444824
	Iteration 30Q: 3 clusters Score -1.991529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144231 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -19915288.000000 Penalty: 5895.444824
	Iteration 31Q: 3 clusters Score -1.991529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144229 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -19915276.000000 Penalty: 5895.444824
	Iteration 32Q: 3 clusters Score -1.991528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144228 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -19915278.000000 Penalty: 5895.444824
	Iteration 33Q: 3 clusters Score -1.991528e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144227 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19915282.000000 Penalty: 5895.444824
	Iteration 34Q: 3 clusters Score -1.991528e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144227 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -19915282.000000 Penalty: 5895.444824
	Iteration 35F: 3 clusters Score -1.991528e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -29053.767578 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -29053.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27833.806641 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -27833.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27942.435547 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -27942.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -27975.960938 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -27975.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28003.802734 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -28003.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28013.214844 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -28013.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28013.214844 Penalty: 2710.060547
	Iteration 5F: 3 clusters Score -28013.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Entering Unmasked Estep 
Score: -1010929.000000 Penalty: 2205.435791
	Iteration 0F: 2 clusters Score -1010929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1005029.875000 Penalty: 4410.871582
	Iteration 0F: 3 clusters Score -1005030 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1006650.312500 Penalty: 4410.871582
	Iteration 1F: 3 clusters Score -1006650 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1006953.062500 Penalty: 4410.871582
	Iteration 2F: 3 clusters Score -1006953 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1007200.375000 Penalty: 4410.871582
	Iteration 3F: 3 clusters Score -1007200 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1007460.750000 Penalty: 4410.871582
	Iteration 4F: 3 clusters Score -1007461 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1007724.687500 Penalty: 4410.871582
	Iteration 5F: 3 clusters Score -1007725 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1008006.000000 Penalty: 4410.871582
	Iteration 6F: 3 clusters Score -1008006 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1008303.000000 Penalty: 4410.871582
	Iteration 7Q: 3 clusters Score -1008303 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1008652.062500 Penalty: 4410.871582
	Iteration 8Q: 3 clusters Score -1008652 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1008977.187500 Penalty: 4410.871582
	Iteration 9Q: 3 clusters Score -1008977 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1009181.875000 Penalty: 4410.871582
	Iteration 10Q: 3 clusters Score -1009182 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1009320.812500 Penalty: 4410.871582
	Iteration 11Q: 3 clusters Score -1009321 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1009406.250000 Penalty: 4410.871582
	Iteration 12Q: 3 clusters Score -1009406 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1009459.187500 Penalty: 4410.871582
	Iteration 13Q: 3 clusters Score -1009459 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1009510.875000 Penalty: 4410.871582
	Iteration 14Q: 3 clusters Score -1009511 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1009561.937500 Penalty: 4410.871582
	Iteration 15Q: 3 clusters Score -1009562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1009608.937500 Penalty: 4410.871582
	Iteration 16Q: 3 clusters Score -1009609 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1009654.500000 Penalty: 4410.871582
	Iteration 17Q: 3 clusters Score -1009654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1009696.125000 Penalty: 4410.871582
	Iteration 18Q: 3 clusters Score -1009696 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1009735.062500 Penalty: 4410.871582
	Iteration 19Q: 3 clusters Score -1009735 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1009790.187500 Penalty: 4410.871582
	Iteration 20F: 3 clusters Score -1009790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1009829.937500 Penalty: 4410.871582
	Iteration 21Q: 3 clusters Score -1009830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1009856.500000 Penalty: 4410.871582
	Iteration 22Q: 3 clusters Score -1009856 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1009882.000000 Penalty: 4410.871582
	Iteration 23Q: 3 clusters Score -1009882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1009903.187500 Penalty: 4410.871582
	Iteration 24Q: 3 clusters Score -1009903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1009924.562500 Penalty: 4410.871582
	Iteration 25Q: 3 clusters Score -1009925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1009932.187500 Penalty: 4410.871582
	Iteration 26Q: 3 clusters Score -1009932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1009948.375000 Penalty: 4410.871582
	Iteration 27Q: 3 clusters Score -1009948 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1009965.687500 Penalty: 4410.871582
	Iteration 28Q: 3 clusters Score -1009966 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1009984.125000 Penalty: 4410.871582
	Iteration 29Q: 3 clusters Score -1009984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1009997.125000 Penalty: 4410.871582
	Iteration 30Q: 3 clusters Score -1009997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1010012.000000 Penalty: 4410.871582
	Iteration 31Q: 3 clusters Score -1010012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1010019.437500 Penalty: 4410.871582
	Iteration 32Q: 3 clusters Score -1010019 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1010023.375000 Penalty: 4410.871582
	Iteration 33Q: 3 clusters Score -1010023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1010025.187500 Penalty: 4410.871582
	Iteration 34Q: 3 clusters Score -1010025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1010024.500000 Penalty: 4410.871582
	Iteration 35Q: 3 clusters Score -1010024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1010024.812500 Penalty: 4410.871582
	Iteration 36Q: 3 clusters Score -1010025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1010026.437500 Penalty: 4410.871582
	Iteration 37Q: 3 clusters Score -1010026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1010027.812500 Penalty: 4410.871582
	Iteration 38Q: 3 clusters Score -1010028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1010028.437500 Penalty: 4410.871582
	Iteration 39Q: 3 clusters Score -1010028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1010030.437500 Penalty: 4410.871582
	Iteration 40F: 3 clusters Score -1010030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1010031.437500 Penalty: 4410.871582
	Iteration 41Q: 3 clusters Score -1010031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1010029.937500 Penalty: 4410.871582
	Iteration 42Q: 3 clusters Score -1010030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1010032.937500 Penalty: 4410.871582
	Iteration 43Q: 3 clusters Score -1010033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1010036.437500 Penalty: 4410.871582
	Iteration 44Q: 3 clusters Score -1010036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1010036.250000 Penalty: 4410.871582
	Iteration 45Q: 3 clusters Score -1010036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1010036.937500 Penalty: 4410.871582
	Iteration 46Q: 3 clusters Score -1010037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1010037.687500 Penalty: 4410.871582
	Iteration 47Q: 3 clusters Score -1010038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1010038.250000 Penalty: 4410.871582
	Iteration 48Q: 3 clusters Score -1010038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1010037.875000 Penalty: 4410.871582
	Iteration 49Q: 3 clusters Score -1010038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1010038.187500 Penalty: 4410.871582
	Iteration 50Q: 3 clusters Score -1010038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1010038.187500 Penalty: 4410.871582
	Iteration 51F: 3 clusters Score -1010038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -64492.296875 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -64492.3 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 230 members 
Entering Unmasked Estep 
Score: -63007.511719 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -63007.51 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63176.207031 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -63176.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63240.535156 Penalty: 3068.359619
	Iteration 2F: 3 clusters Score -63240.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63260.703125 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -63260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63271.863281 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -63271.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63283.218750 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -63283.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -63283.851562 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -63283.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63285.886719 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -63285.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63285.886719 Penalty: 3068.359619
	Iteration 8F: 3 clusters Score -63285.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Entering Unmasked Estep 
Score: -910913.750000 Penalty: 2195.673584
	Iteration 0F: 2 clusters Score -910913.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -905168.375000 Penalty: 4391.347168
	Iteration 0F: 3 clusters Score -905168.4 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -906712.625000 Penalty: 4391.347168
	Iteration 1F: 3 clusters Score -906712.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -906992.125000 Penalty: 4391.347168
	Iteration 2F: 3 clusters Score -906992.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -907211.687500 Penalty: 4391.347168
	Iteration 3F: 3 clusters Score -907211.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -907392.875000 Penalty: 4391.347168
	Iteration 4Q: 3 clusters Score -907392.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -907541.062500 Penalty: 4391.347168
	Iteration 5Q: 3 clusters Score -907541.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -907665.625000 Penalty: 4391.347168
	Iteration 6Q: 3 clusters Score -907665.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -907802.062500 Penalty: 4391.347168
	Iteration 7Q: 3 clusters Score -907802.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -907963.750000 Penalty: 4391.347168
	Iteration 8Q: 3 clusters Score -907963.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -908174.562500 Penalty: 4391.347168
	Iteration 9Q: 3 clusters Score -908174.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -908404.000000 Penalty: 4391.347168
	Iteration 10Q: 3 clusters Score -908404 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -908595.000000 Penalty: 4391.347168
	Iteration 11Q: 3 clusters Score -908595 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -908790.312500 Penalty: 4391.347168
	Iteration 12Q: 3 clusters Score -908790.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -908998.250000 Penalty: 4391.347168
	Iteration 13Q: 3 clusters Score -908998.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -909136.687500 Penalty: 4391.347168
	Iteration 14Q: 3 clusters Score -909136.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -909259.125000 Penalty: 4391.347168
	Iteration 15Q: 3 clusters Score -909259.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -909358.937500 Penalty: 4391.347168
	Iteration 16Q: 3 clusters Score -909358.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -909418.062500 Penalty: 4391.347168
	Iteration 17Q: 3 clusters Score -909418.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -909476.437500 Penalty: 4391.347168
	Iteration 18Q: 3 clusters Score -909476.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -909518.125000 Penalty: 4391.347168
	Iteration 19Q: 3 clusters Score -909518.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -909555.250000 Penalty: 4391.347168
	Iteration 20F: 3 clusters Score -909555.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -909587.625000 Penalty: 4391.347168
	Iteration 21Q: 3 clusters Score -909587.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -909618.250000 Penalty: 4391.347168
	Iteration 22Q: 3 clusters Score -909618.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -909645.000000 Penalty: 4391.347168
	Iteration 23Q: 3 clusters Score -909645 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -909662.875000 Penalty: 4391.347168
	Iteration 24Q: 3 clusters Score -909662.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -909673.250000 Penalty: 4391.347168
	Iteration 25Q: 3 clusters Score -909673.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -909681.250000 Penalty: 4391.347168
	Iteration 26Q: 3 clusters Score -909681.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -909692.000000 Penalty: 4391.347168
	Iteration 27Q: 3 clusters Score -909692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -909701.250000 Penalty: 4391.347168
	Iteration 28Q: 3 clusters Score -909701.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -909705.687500 Penalty: 4391.347168
	Iteration 29Q: 3 clusters Score -909705.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -909713.062500 Penalty: 4391.347168
	Iteration 30Q: 3 clusters Score -909713.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -909721.375000 Penalty: 4391.347168
	Iteration 31Q: 3 clusters Score -909721.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -909727.375000 Penalty: 4391.347168
	Iteration 32Q: 3 clusters Score -909727.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -909728.937500 Penalty: 4391.347168
	Iteration 33Q: 3 clusters Score -909728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -909733.062500 Penalty: 4391.347168
	Iteration 34Q: 3 clusters Score -909733.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -909733.312500 Penalty: 4391.347168
	Iteration 35Q: 3 clusters Score -909733.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -909733.187500 Penalty: 4391.347168
	Iteration 36Q: 3 clusters Score -909733.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -909733.812500 Penalty: 4391.347168
	Iteration 37Q: 3 clusters Score -909733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -909735.500000 Penalty: 4391.347168
	Iteration 38Q: 3 clusters Score -909735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -909735.375000 Penalty: 4391.347168
	Iteration 39Q: 3 clusters Score -909735.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -909738.500000 Penalty: 4391.347168
	Iteration 40F: 3 clusters Score -909738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -909738.937500 Penalty: 4391.347168
	Iteration 41Q: 3 clusters Score -909738.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -909738.937500 Penalty: 4391.347168
	Iteration 42F: 3 clusters Score -909738.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37420.335938 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -37420.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36177.871094 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -36177.87 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36437.238281 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -36437.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36544.886719 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -36544.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36724.320312 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -36724.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -36843.988281 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -36843.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36911.339844 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -36911.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37015.511719 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -37015.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37050.746094 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -37050.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37088.800781 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -37088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37129.171875 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -37129.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37156.429688 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -37156.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37176.378906 Penalty: 2879.346924
	Iteration 11Q: 3 clusters Score -37176.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37242.031250 Penalty: 2879.346924
	Iteration 12Q: 3 clusters Score -37242.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37307.105469 Penalty: 2879.346924
	Iteration 13Q: 3 clusters Score -37307.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37333.941406 Penalty: 2879.346924
	Iteration 14Q: 3 clusters Score -37333.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37365.339844 Penalty: 2879.346924
	Iteration 15Q: 3 clusters Score -37365.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37408.695312 Penalty: 2879.346924
	Iteration 16Q: 3 clusters Score -37408.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -37470.695312 Penalty: 2879.346924
	Iteration 17Q: 3 clusters Score -37470.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37484.828125 Penalty: 2879.346924
	Iteration 18Q: 3 clusters Score -37484.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37510.574219 Penalty: 2879.346924
	Iteration 19Q: 3 clusters Score -37510.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37566.988281 Penalty: 2879.346924
	Iteration 20F: 3 clusters Score -37566.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37654.140625 Penalty: 2879.346924
	Iteration 21Q: 3 clusters Score -37654.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37674.621094 Penalty: 2879.346924
	Iteration 22Q: 3 clusters Score -37674.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -37759.890625 Penalty: 2879.346924
	Iteration 23Q: 3 clusters Score -37759.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37843.386719 Penalty: 2879.346924
	Iteration 24Q: 3 clusters Score -37843.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37843.386719 Penalty: 2879.346924
	Iteration 25F: 3 clusters Score -37843.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 33761 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60628 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37692 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 12 contains 85306 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276366 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23506 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 145216 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 152 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 180 members 
Entering Unmasked Estep 
Score: -122230368.000000 Penalty: 91853.718750
Splitting cluster 24 changes total score from -122231736.000000 to -122230368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -150993.640625 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -150993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -149031.218750 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -149031.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -149520.671875 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -149520.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -149735.734375 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -149735.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149982.843750 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -149982.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -150405.125000 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -150405.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -150686.875000 Penalty: 3496.860840
	Iteration 5F: 3 clusters Score -150686.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -150990.234375 Penalty: 3496.860840
	Iteration 6F: 3 clusters Score -150990.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -151536.734375 Penalty: 3496.860840
	Iteration 7F: 3 clusters Score -151536.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -151900.640625 Penalty: 3496.860840
	Iteration 8F: 3 clusters Score -151900.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -152240.531250 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -152240.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -152311.734375 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -152311.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -152397.359375 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -152397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -152413.312500 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -152413.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -152413.312500 Penalty: 3496.860840
	Iteration 13F: 3 clusters Score -152413.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 33761 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60628 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37692 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 12 contains 85306 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276366 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23506 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 145216 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 741 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 412 members 
Entering Unmasked Estep 
Score: -122231592.000000 Penalty: 91853.718750
Splitting cluster 25 changes total score from -122231736.000000 to -122231592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -72093.664062 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -72093.66 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 303 members 
Entering Unmasked Estep 
Score: -70542.476562 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70542.48 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -70829.625000 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -70829.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -70965.820312 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -70965.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71044.109375 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -71044.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71093.265625 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -71093.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71123.937500 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -71123.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71151.953125 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -71151.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71171.867188 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -71171.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71189.156250 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -71189.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71207.984375 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -71207.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -71222.359375 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -71222.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71232.257812 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -71232.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -71240.851562 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -71240.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71282.414062 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -71282.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71305.953125 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -71305.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71322.015625 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -71322.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71324.125000 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -71324.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71326.125000 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -71326.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -71329.375000 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -71329.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71334.507812 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -71334.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71334.507812 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -71334.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 33761 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60628 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37692 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29347 members 
Mstep: Class 12 contains 85306 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276366 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23506 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 145216 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231800.000000 Penalty: 88451.726562
Iteration 239Q: 27 clusters Score -1.222318e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 33760 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60638 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49081 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37687 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29345 members 
Mstep: Class 12 contains 85306 members 
Mstep: Class 13 contains 29507 members 
Mstep: Class 14 contains 276366 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23506 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 145213 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231768.000000 Penalty: 88451.726562
Iteration 240F: 27 clusters Score -1.222318e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 33759 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60643 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49081 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37685 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29343 members 
Mstep: Class 12 contains 85307 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276366 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23505 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 145211 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6999 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231800.000000 Penalty: 88451.726562
Iteration 241Q: 27 clusters Score -1.222318e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 33757 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60650 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49081 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37682 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29342 members 
Mstep: Class 12 contains 85310 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276361 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23505 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 145211 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231792.000000 Penalty: 88451.726562
Iteration 242Q: 27 clusters Score -1.222318e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 33757 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60656 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49081 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37674 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29342 members 
Mstep: Class 12 contains 85318 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276356 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23506 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 145209 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231776.000000 Penalty: 88451.726562
Iteration 243Q: 27 clusters Score -1.222318e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 33758 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60658 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49081 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37660 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29343 members 
Mstep: Class 12 contains 85330 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276355 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23506 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 145208 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231784.000000 Penalty: 88451.726562
Iteration 244Q: 27 clusters Score -1.222318e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 33758 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60659 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49081 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37646 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29341 members 
Mstep: Class 12 contains 85337 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276358 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23509 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25685 members 
Mstep: Class 19 contains 145208 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231800.000000 Penalty: 88451.726562
Iteration 245Q: 27 clusters Score -1.222318e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 33758 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60662 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49081 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37635 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29340 members 
Mstep: Class 12 contains 85336 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276366 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23512 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25685 members 
Mstep: Class 19 contains 145207 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231856.000000 Penalty: 88451.726562
Iteration 246Q: 27 clusters Score -1.222319e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49333 members 
Mstep: Class 2 contains 33758 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60666 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37624 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29340 members 
Mstep: Class 12 contains 85333 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276375 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23513 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25685 members 
Mstep: Class 19 contains 145208 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231832.000000 Penalty: 88451.726562
Iteration 247Q: 27 clusters Score -1.222318e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 33758 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37614 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29339 members 
Mstep: Class 12 contains 85334 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276381 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23513 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25685 members 
Mstep: Class 19 contains 145206 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231856.000000 Penalty: 88451.726562
Iteration 248Q: 27 clusters Score -1.222319e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 33758 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60678 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37608 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29338 members 
Mstep: Class 12 contains 85336 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276379 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23514 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25685 members 
Mstep: Class 19 contains 145205 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231840.000000 Penalty: 88451.726562
Iteration 249Q: 27 clusters Score -1.222318e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 33758 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60682 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37601 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29335 members 
Mstep: Class 12 contains 85339 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276384 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23515 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25685 members 
Mstep: Class 19 contains 145202 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231872.000000 Penalty: 88451.726562
Iteration 250Q: 27 clusters Score -1.222319e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 33758 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60683 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37592 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29333 members 
Mstep: Class 12 contains 85341 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276390 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23516 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25686 members 
Mstep: Class 19 contains 145202 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231864.000000 Penalty: 88451.726562
Iteration 251Q: 27 clusters Score -1.222319e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 33758 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60684 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37584 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29330 members 
Mstep: Class 12 contains 85345 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276391 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23518 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25686 members 
Mstep: Class 19 contains 145205 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231936.000000 Penalty: 88451.726562
Iteration 252Q: 27 clusters Score -1.222319e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 33758 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60685 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37571 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29330 members 
Mstep: Class 12 contains 85347 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276399 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23519 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25686 members 
Mstep: Class 19 contains 145206 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231904.000000 Penalty: 88451.726562
Iteration 253Q: 27 clusters Score -1.222319e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 33758 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60688 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37556 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29332 members 
Mstep: Class 12 contains 85349 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276408 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23520 members 
Mstep: Class 17 contains 11344 members 
Mstep: Class 18 contains 25686 members 
Mstep: Class 19 contains 145204 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231824.000000 Penalty: 88451.726562
Iteration 254Q: 27 clusters Score -1.222318e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 33758 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60696 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37540 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29331 members 
Mstep: Class 12 contains 85351 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276412 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23521 members 
Mstep: Class 17 contains 11345 members 
Mstep: Class 18 contains 25687 members 
Mstep: Class 19 contains 145204 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231816.000000 Penalty: 88451.726562
Iteration 255Q: 27 clusters Score -1.222318e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 33757 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60708 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49081 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37523 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29330 members 
Mstep: Class 12 contains 85353 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276416 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23522 members 
Mstep: Class 17 contains 11345 members 
Mstep: Class 18 contains 25687 members 
Mstep: Class 19 contains 145203 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231864.000000 Penalty: 88451.726562
Iteration 256Q: 27 clusters Score -1.222319e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 33756 members 
Mstep: Class 3 contains 21036 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60715 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37504 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29331 members 
Mstep: Class 12 contains 85353 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276425 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23524 members 
Mstep: Class 17 contains 11345 members 
Mstep: Class 18 contains 25688 members 
Mstep: Class 19 contains 145204 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231816.000000 Penalty: 88451.726562
Iteration 257Q: 27 clusters Score -1.222318e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33754 members 
Mstep: Class 3 contains 21037 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60720 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37492 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29333 members 
Mstep: Class 12 contains 85353 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276428 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23527 members 
Mstep: Class 17 contains 11345 members 
Mstep: Class 18 contains 25689 members 
Mstep: Class 19 contains 145202 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231784.000000 Penalty: 88451.726562
Iteration 258Q: 27 clusters Score -1.222318e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33752 members 
Mstep: Class 3 contains 21039 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60725 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37479 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29332 members 
Mstep: Class 12 contains 85352 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276435 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23527 members 
Mstep: Class 17 contains 11345 members 
Mstep: Class 18 contains 25692 members 
Mstep: Class 19 contains 145202 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231800.000000 Penalty: 88451.726562
Iteration 259Q: 27 clusters Score -1.222318e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33750 members 
Mstep: Class 3 contains 21042 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60728 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37471 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29332 members 
Mstep: Class 12 contains 85356 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276437 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23528 members 
Mstep: Class 17 contains 11345 members 
Mstep: Class 18 contains 25693 members 
Mstep: Class 19 contains 145198 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231784.000000 Penalty: 88451.726562
Iteration 260F: 27 clusters Score -1.222318e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33747 members 
Mstep: Class 3 contains 21045 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60731 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49080 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37460 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29330 members 
Mstep: Class 12 contains 85363 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276437 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23528 members 
Mstep: Class 17 contains 11346 members 
Mstep: Class 18 contains 25694 members 
Mstep: Class 19 contains 145199 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231760.000000 Penalty: 88451.726562
Iteration 261Q: 27 clusters Score -1.222318e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33745 members 
Mstep: Class 3 contains 21048 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60733 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49079 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37450 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29326 members 
Mstep: Class 12 contains 85366 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276443 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23528 members 
Mstep: Class 17 contains 11347 members 
Mstep: Class 18 contains 25694 members 
Mstep: Class 19 contains 145201 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231736.000000 Penalty: 88451.726562
Iteration 262Q: 27 clusters Score -1.222317e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33744 members 
Mstep: Class 3 contains 21050 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60737 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49079 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37437 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29324 members 
Mstep: Class 12 contains 85367 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276454 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23528 members 
Mstep: Class 17 contains 11347 members 
Mstep: Class 18 contains 25694 members 
Mstep: Class 19 contains 145199 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231664.000000 Penalty: 88451.726562
Iteration 263Q: 27 clusters Score -1.222317e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33740 members 
Mstep: Class 3 contains 21052 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60742 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49078 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37426 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29322 members 
Mstep: Class 12 contains 85367 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276463 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23528 members 
Mstep: Class 17 contains 11347 members 
Mstep: Class 18 contains 25695 members 
Mstep: Class 19 contains 145200 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231608.000000 Penalty: 88451.726562
Iteration 264Q: 27 clusters Score -1.222316e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33738 members 
Mstep: Class 3 contains 21054 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60747 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49077 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37422 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29320 members 
Mstep: Class 12 contains 85368 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276465 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23529 members 
Mstep: Class 17 contains 11347 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 145197 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231664.000000 Penalty: 88451.726562
Iteration 265Q: 27 clusters Score -1.222317e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33737 members 
Mstep: Class 3 contains 21054 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60758 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49077 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37421 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29318 members 
Mstep: Class 12 contains 85362 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276469 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23528 members 
Mstep: Class 17 contains 11347 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 145192 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231592.000000 Penalty: 88451.726562
Iteration 266Q: 27 clusters Score -1.222316e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33736 members 
Mstep: Class 3 contains 21055 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60765 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49076 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37414 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29317 members 
Mstep: Class 12 contains 85363 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276471 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23528 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 145190 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231616.000000 Penalty: 88451.726562
Iteration 267Q: 27 clusters Score -1.222316e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33736 members 
Mstep: Class 3 contains 21056 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60771 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49075 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37407 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29317 members 
Mstep: Class 12 contains 85362 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276472 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23531 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 145187 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231616.000000 Penalty: 88451.726562
Iteration 268Q: 27 clusters Score -1.222316e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33736 members 
Mstep: Class 3 contains 21055 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60778 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49074 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37399 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29315 members 
Mstep: Class 12 contains 85367 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276472 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23530 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 145187 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231728.000000 Penalty: 88451.726562
Iteration 269Q: 27 clusters Score -1.222317e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33736 members 
Mstep: Class 3 contains 21056 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60785 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37386 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29313 members 
Mstep: Class 12 contains 85373 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276476 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23530 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 145184 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231720.000000 Penalty: 88451.726562
Iteration 270Q: 27 clusters Score -1.222317e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33735 members 
Mstep: Class 3 contains 21058 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60793 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37379 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29310 members 
Mstep: Class 12 contains 85374 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276472 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23533 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 145184 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231704.000000 Penalty: 88451.726562
Iteration 271Q: 27 clusters Score -1.222317e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33733 members 
Mstep: Class 3 contains 21058 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60803 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37372 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29306 members 
Mstep: Class 12 contains 85379 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276476 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23534 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 145178 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231704.000000 Penalty: 88451.726562
Iteration 272Q: 27 clusters Score -1.222317e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33733 members 
Mstep: Class 3 contains 21058 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60810 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37362 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29302 members 
Mstep: Class 12 contains 85388 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276476 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23534 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 145175 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231720.000000 Penalty: 88451.726562
Iteration 273Q: 27 clusters Score -1.222317e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33733 members 
Mstep: Class 3 contains 21058 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60819 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37346 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29301 members 
Mstep: Class 12 contains 85390 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276486 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23534 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 145172 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231720.000000 Penalty: 88451.726562
Iteration 274Q: 27 clusters Score -1.222317e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33733 members 
Mstep: Class 3 contains 21058 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60828 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37325 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29298 members 
Mstep: Class 12 contains 85397 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276495 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23537 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 145169 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231736.000000 Penalty: 88451.726562
Iteration 275Q: 27 clusters Score -1.222317e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33734 members 
Mstep: Class 3 contains 21059 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60830 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37311 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29295 members 
Mstep: Class 12 contains 85401 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276504 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23539 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 145167 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231680.000000 Penalty: 88451.726562
Iteration 276Q: 27 clusters Score -1.222317e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33732 members 
Mstep: Class 3 contains 21062 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60835 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49073 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37297 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29295 members 
Mstep: Class 12 contains 85405 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276509 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23542 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 145163 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231688.000000 Penalty: 88451.726562
Iteration 277Q: 27 clusters Score -1.222317e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33734 members 
Mstep: Class 3 contains 21062 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60845 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37287 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29295 members 
Mstep: Class 12 contains 85406 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276509 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23545 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 145158 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231752.000000 Penalty: 88451.726562
Iteration 278Q: 27 clusters Score -1.222318e+08 nChanged 35
Entering ConstructFrom: 
Score: -122231752.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (49335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Entering Unmasked Estep 
Score: -6633030.000000 Penalty: 2679.984375
	Iteration 0F: 2 clusters Score -6633030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -6599900.000000 Penalty: 5359.968750
	Iteration 0F: 3 clusters Score -6599900 nChanged 22868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -6613077.000000 Penalty: 5359.968750
	Iteration 1F: 3 clusters Score -6613077 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -6614638.000000 Penalty: 5359.968750
	Iteration 2F: 3 clusters Score -6614638 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -6617290.000000 Penalty: 5359.968750
	Iteration 3F: 3 clusters Score -6617290 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -6620715.500000 Penalty: 5359.968750
	Iteration 4F: 3 clusters Score -6620716 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -6623889.500000 Penalty: 5359.968750
	Iteration 5F: 3 clusters Score -6623890 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -6625982.000000 Penalty: 5359.968750
	Iteration 6F: 3 clusters Score -6625982 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -6627340.000000 Penalty: 5359.968750
	Iteration 7Q: 3 clusters Score -6627340 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -6628420.500000 Penalty: 5359.968750
	Iteration 8Q: 3 clusters Score -6628420 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -6629337.500000 Penalty: 5359.968750
	Iteration 9Q: 3 clusters Score -6629338 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -6630078.000000 Penalty: 5359.968750
	Iteration 10Q: 3 clusters Score -6630078 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -6630707.500000 Penalty: 5359.968750
	Iteration 11Q: 3 clusters Score -6630708 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -6631212.500000 Penalty: 5359.968750
	Iteration 12Q: 3 clusters Score -6631212 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -6631586.000000 Penalty: 5359.968750
	Iteration 13Q: 3 clusters Score -6631586 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -6631946.500000 Penalty: 5359.968750
	Iteration 14Q: 3 clusters Score -6631946 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -6632243.000000 Penalty: 5359.968750
	Iteration 15Q: 3 clusters Score -6632243 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -6632477.500000 Penalty: 5359.968750
	Iteration 16Q: 3 clusters Score -6632478 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -6632697.500000 Penalty: 5359.968750
	Iteration 17Q: 3 clusters Score -6632698 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -6632905.000000 Penalty: 5359.968750
	Iteration 18Q: 3 clusters Score -6632905 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -6633028.500000 Penalty: 5359.968750
	Iteration 19Q: 3 clusters Score -6633028 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -6633115.500000 Penalty: 5359.968750
	Iteration 20F: 3 clusters Score -6633116 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -6633159.500000 Penalty: 5359.968750
	Iteration 21Q: 3 clusters Score -6633160 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -6633178.500000 Penalty: 5359.968750
	Iteration 22Q: 3 clusters Score -6633178 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -6633218.000000 Penalty: 5359.968750
	Iteration 23Q: 3 clusters Score -6633218 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -6633230.500000 Penalty: 5359.968750
	Iteration 24Q: 3 clusters Score -6633230 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -6633241.000000 Penalty: 5359.968750
	Iteration 25Q: 3 clusters Score -6633241 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -6633246.000000 Penalty: 5359.968750
	Iteration 26Q: 3 clusters Score -6633246 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -6633244.500000 Penalty: 5359.968750
	Iteration 27Q: 3 clusters Score -6633244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6633271.000000 Penalty: 5359.968750
	Iteration 28Q: 3 clusters Score -6633271 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -6633288.000000 Penalty: 5359.968750
	Iteration 29Q: 3 clusters Score -6633288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -6633288.000000 Penalty: 5359.968750
	Iteration 30Q: 3 clusters Score -6633288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -6633299.500000 Penalty: 5359.968750
	Iteration 31Q: 3 clusters Score -6633300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -6633294.000000 Penalty: 5359.968750
	Iteration 32Q: 3 clusters Score -6633294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -6633299.500000 Penalty: 5359.968750
	Iteration 33Q: 3 clusters Score -6633300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -6633310.500000 Penalty: 5359.968750
	Iteration 34Q: 3 clusters Score -6633310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -6633315.000000 Penalty: 5359.968750
	Iteration 35Q: 3 clusters Score -6633315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -6633317.000000 Penalty: 5359.968750
	Iteration 36Q: 3 clusters Score -6633317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -6633315.500000 Penalty: 5359.968750
	Iteration 37Q: 3 clusters Score -6633316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -6633315.000000 Penalty: 5359.968750
	Iteration 38Q: 3 clusters Score -6633315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -6633325.500000 Penalty: 5359.968750
	Iteration 39Q: 3 clusters Score -6633326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -6633321.000000 Penalty: 5359.968750
	Iteration 40F: 3 clusters Score -6633321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -6633327.000000 Penalty: 5359.968750
	Iteration 41Q: 3 clusters Score -6633327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -6633334.000000 Penalty: 5359.968750
	Iteration 42Q: 3 clusters Score -6633334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6633332.500000 Penalty: 5359.968750
	Iteration 43Q: 3 clusters Score -6633332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -6633332.500000 Penalty: 5359.968750
	Iteration 44Q: 3 clusters Score -6633332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -6633342.000000 Penalty: 5359.968750
	Iteration 45Q: 3 clusters Score -6633342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -6633344.500000 Penalty: 5359.968750
	Iteration 46Q: 3 clusters Score -6633344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -6633341.500000 Penalty: 5359.968750
	Iteration 47Q: 3 clusters Score -6633342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -6633341.500000 Penalty: 5359.968750
	Iteration 48Q: 3 clusters Score -6633342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6633342.000000 Penalty: 5359.968750
	Iteration 49Q: 3 clusters Score -6633342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -6633340.000000 Penalty: 5359.968750
	Iteration 50Q: 3 clusters Score -6633340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -6633342.500000 Penalty: 5359.968750
	Iteration 51Q: 3 clusters Score -6633342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -6633347.500000 Penalty: 5359.968750
	Iteration 52Q: 3 clusters Score -6633348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -6633339.000000 Penalty: 5359.968750
	Iteration 53Q: 3 clusters Score -6633339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -6633340.500000 Penalty: 5359.968750
	Iteration 54Q: 3 clusters Score -6633340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -6633338.000000 Penalty: 5359.968750
	Iteration 55Q: 3 clusters Score -6633338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6633338.000000 Penalty: 5359.968750
	Iteration 56Q: 3 clusters Score -6633338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -6633338.000000 Penalty: 5359.968750
	Iteration 57F: 3 clusters Score -6633338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 33734 members 
Mstep: Class 3 contains 21063 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37282 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29295 members 
Mstep: Class 12 contains 85412 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276500 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23544 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 145157 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 3718 members 
Entering Unmasked Estep 
Score: -122231200.000000 Penalty: 91853.718750
Splitting cluster 1 changes total score from -122231752.000000 to -122231200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Entering Unmasked Estep 
Score: -4609856.000000 Penalty: 2585.712891
	Iteration 0F: 2 clusters Score -4609856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4587009.000000 Penalty: 5171.425781
	Iteration 0F: 3 clusters Score -4587009 nChanged 15363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4595282.000000 Penalty: 5171.425781
	Iteration 1F: 3 clusters Score -4595282 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -4595732.000000 Penalty: 5171.425781
	Iteration 2Q: 3 clusters Score -4595732 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -4596099.500000 Penalty: 5171.425781
	Iteration 3Q: 3 clusters Score -4596100 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -4596427.000000 Penalty: 5171.425781
	Iteration 4Q: 3 clusters Score -4596427 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -4596713.500000 Penalty: 5171.425781
	Iteration 5Q: 3 clusters Score -4596714 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -4597093.000000 Penalty: 5171.425781
	Iteration 6Q: 3 clusters Score -4597093 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -4597540.500000 Penalty: 5171.425781
	Iteration 7Q: 3 clusters Score -4597540 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4598051.000000 Penalty: 5171.425781
	Iteration 8Q: 3 clusters Score -4598051 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -4598764.500000 Penalty: 5171.425781
	Iteration 9Q: 3 clusters Score -4598764 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -4599475.500000 Penalty: 5171.425781
	Iteration 10Q: 3 clusters Score -4599476 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -4600208.500000 Penalty: 5171.425781
	Iteration 11Q: 3 clusters Score -4600208 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -4600892.000000 Penalty: 5171.425781
	Iteration 12Q: 3 clusters Score -4600892 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -4601428.000000 Penalty: 5171.425781
	Iteration 13Q: 3 clusters Score -4601428 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -4601906.000000 Penalty: 5171.425781
	Iteration 14Q: 3 clusters Score -4601906 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4602360.000000 Penalty: 5171.425781
	Iteration 15Q: 3 clusters Score -4602360 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -4602747.500000 Penalty: 5171.425781
	Iteration 16Q: 3 clusters Score -4602748 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -4603096.000000 Penalty: 5171.425781
	Iteration 17Q: 3 clusters Score -4603096 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -4603565.000000 Penalty: 5171.425781
	Iteration 18Q: 3 clusters Score -4603565 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -4604095.500000 Penalty: 5171.425781
	Iteration 19Q: 3 clusters Score -4604096 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -4604677.000000 Penalty: 5171.425781
	Iteration 20F: 3 clusters Score -4604677 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -4605232.500000 Penalty: 5171.425781
	Iteration 21Q: 3 clusters Score -4605232 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -4605725.500000 Penalty: 5171.425781
	Iteration 22Q: 3 clusters Score -4605726 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -4606142.500000 Penalty: 5171.425781
	Iteration 23Q: 3 clusters Score -4606142 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -4606464.000000 Penalty: 5171.425781
	Iteration 24Q: 3 clusters Score -4606464 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -4606725.000000 Penalty: 5171.425781
	Iteration 25Q: 3 clusters Score -4606725 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -4606942.500000 Penalty: 5171.425781
	Iteration 26Q: 3 clusters Score -4606942 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -4607122.500000 Penalty: 5171.425781
	Iteration 27Q: 3 clusters Score -4607122 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -4607277.500000 Penalty: 5171.425781
	Iteration 28Q: 3 clusters Score -4607278 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29645 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -4607408.500000 Penalty: 5171.425781
	Iteration 29Q: 3 clusters Score -4607408 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -4607512.000000 Penalty: 5171.425781
	Iteration 30Q: 3 clusters Score -4607512 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -4607588.000000 Penalty: 5171.425781
	Iteration 31Q: 3 clusters Score -4607588 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -4607690.500000 Penalty: 5171.425781
	Iteration 32Q: 3 clusters Score -4607690 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -4607790.500000 Penalty: 5171.425781
	Iteration 33Q: 3 clusters Score -4607790 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -4607868.000000 Penalty: 5171.425781
	Iteration 34Q: 3 clusters Score -4607868 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4607962.500000 Penalty: 5171.425781
	Iteration 35Q: 3 clusters Score -4607962 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -4608033.500000 Penalty: 5171.425781
	Iteration 36Q: 3 clusters Score -4608034 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4608093.000000 Penalty: 5171.425781
	Iteration 37Q: 3 clusters Score -4608093 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4608164.500000 Penalty: 5171.425781
	Iteration 38Q: 3 clusters Score -4608164 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -4608214.000000 Penalty: 5171.425781
	Iteration 39Q: 3 clusters Score -4608214 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4608242.000000 Penalty: 5171.425781
	Iteration 40F: 3 clusters Score -4608242 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4608278.500000 Penalty: 5171.425781
	Iteration 41Q: 3 clusters Score -4608278 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4608318.000000 Penalty: 5171.425781
	Iteration 42Q: 3 clusters Score -4608318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4608331.500000 Penalty: 5171.425781
	Iteration 43Q: 3 clusters Score -4608332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4608361.500000 Penalty: 5171.425781
	Iteration 44Q: 3 clusters Score -4608362 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -4608372.500000 Penalty: 5171.425781
	Iteration 45Q: 3 clusters Score -4608372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4608383.000000 Penalty: 5171.425781
	Iteration 46Q: 3 clusters Score -4608383 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -4608388.500000 Penalty: 5171.425781
	Iteration 47Q: 3 clusters Score -4608388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4608395.000000 Penalty: 5171.425781
	Iteration 48Q: 3 clusters Score -4608395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -4608416.000000 Penalty: 5171.425781
	Iteration 49Q: 3 clusters Score -4608416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -4608426.000000 Penalty: 5171.425781
	Iteration 50Q: 3 clusters Score -4608426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -4608441.000000 Penalty: 5171.425781
	Iteration 51Q: 3 clusters Score -4608441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4608442.500000 Penalty: 5171.425781
	Iteration 52Q: 3 clusters Score -4608442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4608448.500000 Penalty: 5171.425781
	Iteration 53Q: 3 clusters Score -4608448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4608450.000000 Penalty: 5171.425781
	Iteration 54Q: 3 clusters Score -4608450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4608457.500000 Penalty: 5171.425781
	Iteration 55Q: 3 clusters Score -4608458 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -4608455.000000 Penalty: 5171.425781
	Iteration 56Q: 3 clusters Score -4608455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31582 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -4608461.500000 Penalty: 5171.425781
	Iteration 57Q: 3 clusters Score -4608462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4608460.000000 Penalty: 5171.425781
	Iteration 58Q: 3 clusters Score -4608460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4608466.000000 Penalty: 5171.425781
	Iteration 59Q: 3 clusters Score -4608466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -4608465.000000 Penalty: 5171.425781
	Iteration 60F: 3 clusters Score -4608465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -4608467.000000 Penalty: 5171.425781
	Iteration 61Q: 3 clusters Score -4608467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -4608466.000000 Penalty: 5171.425781
	Iteration 62Q: 3 clusters Score -4608466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4608462.000000 Penalty: 5171.425781
	Iteration 63Q: 3 clusters Score -4608462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4608468.000000 Penalty: 5171.425781
	Iteration 64Q: 3 clusters Score -4608468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4608468.500000 Penalty: 5171.425781
	Iteration 65Q: 3 clusters Score -4608468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4608464.500000 Penalty: 5171.425781
	Iteration 66Q: 3 clusters Score -4608464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4608464.500000 Penalty: 5171.425781
	Iteration 67F: 3 clusters Score -4608464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Entering Unmasked Estep 
Score: -2850655.250000 Penalty: 2468.907959
	Iteration 0F: 2 clusters Score -2850655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2835848.500000 Penalty: 4937.815918
	Iteration 0F: 3 clusters Score -2835848 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2840774.750000 Penalty: 4937.815918
	Iteration 1F: 3 clusters Score -2840775 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2841312.000000 Penalty: 4937.815918
	Iteration 2F: 3 clusters Score -2841312 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2841900.000000 Penalty: 4937.815918
	Iteration 3F: 3 clusters Score -2841900 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2842732.000000 Penalty: 4937.815918
	Iteration 4F: 3 clusters Score -2842732 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2843991.500000 Penalty: 4937.815918
	Iteration 5F: 3 clusters Score -2843992 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2845854.000000 Penalty: 4937.815918
	Iteration 6F: 3 clusters Score -2845854 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2848121.000000 Penalty: 4937.815918
	Iteration 7F: 3 clusters Score -2848121 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -2850052.250000 Penalty: 4937.815918
	Iteration 8F: 3 clusters Score -2850052 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2850939.000000 Penalty: 4937.815918
	Iteration 9Q: 3 clusters Score -2850939 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -2851182.250000 Penalty: 4937.815918
	Iteration 10Q: 3 clusters Score -2851182 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2851244.750000 Penalty: 4937.815918
	Iteration 11Q: 3 clusters Score -2851245 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2851275.250000 Penalty: 4937.815918
	Iteration 12Q: 3 clusters Score -2851275 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2851283.500000 Penalty: 4937.815918
	Iteration 13Q: 3 clusters Score -2851284 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2851290.750000 Penalty: 4937.815918
	Iteration 14Q: 3 clusters Score -2851291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -2851289.750000 Penalty: 4937.815918
	Iteration 15Q: 3 clusters Score -2851290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -2851289.250000 Penalty: 4937.815918
	Iteration 16Q: 3 clusters Score -2851289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -2851286.750000 Penalty: 4937.815918
	Iteration 17Q: 3 clusters Score -2851287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -2851291.500000 Penalty: 4937.815918
	Iteration 18Q: 3 clusters Score -2851292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2851293.250000 Penalty: 4937.815918
	Iteration 19Q: 3 clusters Score -2851293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2851290.250000 Penalty: 4937.815918
	Iteration 20F: 3 clusters Score -2851290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2851293.000000 Penalty: 4937.815918
	Iteration 21Q: 3 clusters Score -2851293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2851293.000000 Penalty: 4937.815918
	Iteration 22F: 3 clusters Score -2851293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33734 members 
Mstep: Class 3 contains 6701 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37282 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29295 members 
Mstep: Class 12 contains 85412 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276500 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23544 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 145157 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14362 members 
Entering Unmasked Estep 
Score: -122231600.000000 Penalty: 91853.718750
Splitting cluster 3 changes total score from -122231752.000000 to -122231600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Entering Unmasked Estep 
Score: -427214.531250 Penalty: 1985.744507
	Iteration 0F: 2 clusters Score -427214.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -423916.156250 Penalty: 3971.489014
	Iteration 0F: 3 clusters Score -423916.2 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -424595.343750 Penalty: 3971.489014
	Iteration 1F: 3 clusters Score -424595.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -424778.562500 Penalty: 3971.489014
	Iteration 2F: 3 clusters Score -424778.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -424892.187500 Penalty: 3971.489014
	Iteration 3Q: 3 clusters Score -424892.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -424966.500000 Penalty: 3971.489014
	Iteration 4Q: 3 clusters Score -424966.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -425021.031250 Penalty: 3971.489014
	Iteration 5Q: 3 clusters Score -425021 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -425064.593750 Penalty: 3971.489014
	Iteration 6Q: 3 clusters Score -425064.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -425095.781250 Penalty: 3971.489014
	Iteration 7Q: 3 clusters Score -425095.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -425118.500000 Penalty: 3971.489014
	Iteration 8Q: 3 clusters Score -425118.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -425132.937500 Penalty: 3971.489014
	Iteration 9Q: 3 clusters Score -425132.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -425145.250000 Penalty: 3971.489014
	Iteration 10Q: 3 clusters Score -425145.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -425157.718750 Penalty: 3971.489014
	Iteration 11Q: 3 clusters Score -425157.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -425167.812500 Penalty: 3971.489014
	Iteration 12Q: 3 clusters Score -425167.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -425174.218750 Penalty: 3971.489014
	Iteration 13Q: 3 clusters Score -425174.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -425178.468750 Penalty: 3971.489014
	Iteration 14Q: 3 clusters Score -425178.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -425183.500000 Penalty: 3971.489014
	Iteration 15Q: 3 clusters Score -425183.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -425188.000000 Penalty: 3971.489014
	Iteration 16Q: 3 clusters Score -425188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -425197.937500 Penalty: 3971.489014
	Iteration 17Q: 3 clusters Score -425197.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -425203.000000 Penalty: 3971.489014
	Iteration 18Q: 3 clusters Score -425203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -425211.093750 Penalty: 3971.489014
	Iteration 19Q: 3 clusters Score -425211.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -425214.500000 Penalty: 3971.489014
	Iteration 20F: 3 clusters Score -425214.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -425217.375000 Penalty: 3971.489014
	Iteration 21Q: 3 clusters Score -425217.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -425219.656250 Penalty: 3971.489014
	Iteration 22Q: 3 clusters Score -425219.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -425225.343750 Penalty: 3971.489014
	Iteration 23Q: 3 clusters Score -425225.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -425230.875000 Penalty: 3971.489014
	Iteration 24Q: 3 clusters Score -425230.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -425234.750000 Penalty: 3971.489014
	Iteration 25Q: 3 clusters Score -425234.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -425238.531250 Penalty: 3971.489014
	Iteration 26Q: 3 clusters Score -425238.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -425246.000000 Penalty: 3971.489014
	Iteration 27Q: 3 clusters Score -425246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -425250.062500 Penalty: 3971.489014
	Iteration 28Q: 3 clusters Score -425250.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -425255.218750 Penalty: 3971.489014
	Iteration 29Q: 3 clusters Score -425255.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -425262.531250 Penalty: 3971.489014
	Iteration 30Q: 3 clusters Score -425262.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -425271.000000 Penalty: 3971.489014
	Iteration 31Q: 3 clusters Score -425271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -425278.031250 Penalty: 3971.489014
	Iteration 32Q: 3 clusters Score -425278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -425283.593750 Penalty: 3971.489014
	Iteration 33Q: 3 clusters Score -425283.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -425288.718750 Penalty: 3971.489014
	Iteration 34Q: 3 clusters Score -425288.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -425294.906250 Penalty: 3971.489014
	Iteration 35Q: 3 clusters Score -425294.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -425298.250000 Penalty: 3971.489014
	Iteration 36Q: 3 clusters Score -425298.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -425300.156250 Penalty: 3971.489014
	Iteration 37Q: 3 clusters Score -425300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -425302.875000 Penalty: 3971.489014
	Iteration 38Q: 3 clusters Score -425302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -425305.843750 Penalty: 3971.489014
	Iteration 39Q: 3 clusters Score -425305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -425306.000000 Penalty: 3971.489014
	Iteration 40F: 3 clusters Score -425306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -425308.000000 Penalty: 3971.489014
	Iteration 41Q: 3 clusters Score -425308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -425308.750000 Penalty: 3971.489014
	Iteration 42Q: 3 clusters Score -425308.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -425311.468750 Penalty: 3971.489014
	Iteration 43Q: 3 clusters Score -425311.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -425314.406250 Penalty: 3971.489014
	Iteration 44Q: 3 clusters Score -425314.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -425320.781250 Penalty: 3971.489014
	Iteration 45Q: 3 clusters Score -425320.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -425325.000000 Penalty: 3971.489014
	Iteration 46Q: 3 clusters Score -425325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -425333.218750 Penalty: 3971.489014
	Iteration 47Q: 3 clusters Score -425333.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -425343.843750 Penalty: 3971.489014
	Iteration 48Q: 3 clusters Score -425343.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -425352.343750 Penalty: 3971.489014
	Iteration 49Q: 3 clusters Score -425352.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -425359.750000 Penalty: 3971.489014
	Iteration 50Q: 3 clusters Score -425359.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -425364.812500 Penalty: 3971.489014
	Iteration 51Q: 3 clusters Score -425364.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -425370.406250 Penalty: 3971.489014
	Iteration 52Q: 3 clusters Score -425370.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -425375.218750 Penalty: 3971.489014
	Iteration 53Q: 3 clusters Score -425375.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -425376.625000 Penalty: 3971.489014
	Iteration 54Q: 3 clusters Score -425376.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -425379.437500 Penalty: 3971.489014
	Iteration 55Q: 3 clusters Score -425379.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -425380.343750 Penalty: 3971.489014
	Iteration 56Q: 3 clusters Score -425380.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -425383.093750 Penalty: 3971.489014
	Iteration 57Q: 3 clusters Score -425383.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -425385.406250 Penalty: 3971.489014
	Iteration 58Q: 3 clusters Score -425385.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -425385.468750 Penalty: 3971.489014
	Iteration 59Q: 3 clusters Score -425385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -425387.718750 Penalty: 3971.489014
	Iteration 60F: 3 clusters Score -425387.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -425387.906250 Penalty: 3971.489014
	Iteration 61Q: 3 clusters Score -425387.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -425388.406250 Penalty: 3971.489014
	Iteration 62Q: 3 clusters Score -425388.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -425388.406250 Penalty: 3971.489014
	Iteration 63F: 3 clusters Score -425388.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60854 members 
Entering Unmasked Estep 
Score: -8219359.000000 Penalty: 2732.025635
	Iteration 0F: 2 clusters Score -8219359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -8178732.000000 Penalty: 5464.051270
	Iteration 0F: 3 clusters Score -8178732 nChanged 28305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -8194944.500000 Penalty: 5464.051270
	Iteration 1F: 3 clusters Score -8194944 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -8195947.500000 Penalty: 5464.051270
	Iteration 2Q: 3 clusters Score -8195948 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -8196996.000000 Penalty: 5464.051270
	Iteration 3Q: 3 clusters Score -8196996 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -8198175.500000 Penalty: 5464.051270
	Iteration 4Q: 3 clusters Score -8198176 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -8199663.500000 Penalty: 5464.051270
	Iteration 5F: 3 clusters Score -8199664 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -8201074.000000 Penalty: 5464.051270
	Iteration 6F: 3 clusters Score -8201074 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -8202642.000000 Penalty: 5464.051270
	Iteration 7F: 3 clusters Score -8202642 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -8204155.000000 Penalty: 5464.051270
	Iteration 8Q: 3 clusters Score -8204155 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -8205691.500000 Penalty: 5464.051270
	Iteration 9Q: 3 clusters Score -8205692 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -8207162.500000 Penalty: 5464.051270
	Iteration 10Q: 3 clusters Score -8207162 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39061 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -8208392.000000 Penalty: 5464.051270
	Iteration 11Q: 3 clusters Score -8208392 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -8209441.500000 Penalty: 5464.051270
	Iteration 12Q: 3 clusters Score -8209442 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -8210114.500000 Penalty: 5464.051270
	Iteration 13Q: 3 clusters Score -8210114 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -8210644.500000 Penalty: 5464.051270
	Iteration 14Q: 3 clusters Score -8210644 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -8211050.500000 Penalty: 5464.051270
	Iteration 15Q: 3 clusters Score -8211050 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -8211419.500000 Penalty: 5464.051270
	Iteration 16Q: 3 clusters Score -8211420 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -8211769.500000 Penalty: 5464.051270
	Iteration 17Q: 3 clusters Score -8211770 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -8212121.000000 Penalty: 5464.051270
	Iteration 18Q: 3 clusters Score -8212121 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -8212495.000000 Penalty: 5464.051270
	Iteration 19Q: 3 clusters Score -8212495 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47845 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -8212812.500000 Penalty: 5464.051270
	Iteration 20F: 3 clusters Score -8212812 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -8213107.000000 Penalty: 5464.051270
	Iteration 21Q: 3 clusters Score -8213107 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -8213404.500000 Penalty: 5464.051270
	Iteration 22Q: 3 clusters Score -8213404 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -8213726.500000 Penalty: 5464.051270
	Iteration 23Q: 3 clusters Score -8213726 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -8214039.500000 Penalty: 5464.051270
	Iteration 24Q: 3 clusters Score -8214040 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52038 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -8214313.000000 Penalty: 5464.051270
	Iteration 25Q: 3 clusters Score -8214313 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52776 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -8214563.000000 Penalty: 5464.051270
	Iteration 26Q: 3 clusters Score -8214563 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -8214792.000000 Penalty: 5464.051270
	Iteration 27Q: 3 clusters Score -8214792 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -8215075.500000 Penalty: 5464.051270
	Iteration 28Q: 3 clusters Score -8215076 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54776 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -8215300.500000 Penalty: 5464.051270
	Iteration 29Q: 3 clusters Score -8215300 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -8215566.500000 Penalty: 5464.051270
	Iteration 30Q: 3 clusters Score -8215566 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -8215781.500000 Penalty: 5464.051270
	Iteration 31Q: 3 clusters Score -8215782 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56454 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -8216029.500000 Penalty: 5464.051270
	Iteration 32Q: 3 clusters Score -8216030 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -8216277.500000 Penalty: 5464.051270
	Iteration 33Q: 3 clusters Score -8216278 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -8216514.500000 Penalty: 5464.051270
	Iteration 34Q: 3 clusters Score -8216514 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57882 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -8216765.000000 Penalty: 5464.051270
	Iteration 35Q: 3 clusters Score -8216765 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58263 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8216964.500000 Penalty: 5464.051270
	Iteration 36Q: 3 clusters Score -8216964 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58592 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8217160.000000 Penalty: 5464.051270
	Iteration 37Q: 3 clusters Score -8217160 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58860 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8217307.000000 Penalty: 5464.051270
	Iteration 38Q: 3 clusters Score -8217307 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59077 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8217465.500000 Penalty: 5464.051270
	Iteration 39Q: 3 clusters Score -8217466 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8217572.000000 Penalty: 5464.051270
	Iteration 40F: 3 clusters Score -8217572 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8217661.000000 Penalty: 5464.051270
	Iteration 41Q: 3 clusters Score -8217661 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8217726.500000 Penalty: 5464.051270
	Iteration 42Q: 3 clusters Score -8217726 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8217777.500000 Penalty: 5464.051270
	Iteration 43Q: 3 clusters Score -8217778 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59617 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8217843.500000 Penalty: 5464.051270
	Iteration 44Q: 3 clusters Score -8217844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8217906.500000 Penalty: 5464.051270
	Iteration 45Q: 3 clusters Score -8217906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8217977.000000 Penalty: 5464.051270
	Iteration 46Q: 3 clusters Score -8217977 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59745 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8218033.000000 Penalty: 5464.051270
	Iteration 47Q: 3 clusters Score -8218033 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59766 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8218080.000000 Penalty: 5464.051270
	Iteration 48Q: 3 clusters Score -8218080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8218087.000000 Penalty: 5464.051270
	Iteration 49Q: 3 clusters Score -8218087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8218103.000000 Penalty: 5464.051270
	Iteration 50Q: 3 clusters Score -8218103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8218114.000000 Penalty: 5464.051270
	Iteration 51Q: 3 clusters Score -8218114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8218114.500000 Penalty: 5464.051270
	Iteration 52Q: 3 clusters Score -8218114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59778 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8218116.500000 Penalty: 5464.051270
	Iteration 53Q: 3 clusters Score -8218116 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59785 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8218112.500000 Penalty: 5464.051270
	Iteration 54Q: 3 clusters Score -8218112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8218126.000000 Penalty: 5464.051270
	Iteration 55Q: 3 clusters Score -8218126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -8218153.000000 Penalty: 5464.051270
	Iteration 56Q: 3 clusters Score -8218153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8218154.000000 Penalty: 5464.051270
	Iteration 57Q: 3 clusters Score -8218154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8218147.500000 Penalty: 5464.051270
	Iteration 58Q: 3 clusters Score -8218148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8218151.000000 Penalty: 5464.051270
	Iteration 59Q: 3 clusters Score -8218151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8218152.000000 Penalty: 5464.051270
	Iteration 60F: 3 clusters Score -8218152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8218162.500000 Penalty: 5464.051270
	Iteration 61Q: 3 clusters Score -8218162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8218163.000000 Penalty: 5464.051270
	Iteration 62Q: 3 clusters Score -8218163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8218161.500000 Penalty: 5464.051270
	Iteration 63Q: 3 clusters Score -8218162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8218162.500000 Penalty: 5464.051270
	Iteration 64Q: 3 clusters Score -8218162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -8218171.500000 Penalty: 5464.051270
	Iteration 65Q: 3 clusters Score -8218172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59775 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8218165.000000 Penalty: 5464.051270
	Iteration 66Q: 3 clusters Score -8218165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8218172.000000 Penalty: 5464.051270
	Iteration 67Q: 3 clusters Score -8218172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8218174.000000 Penalty: 5464.051270
	Iteration 68Q: 3 clusters Score -8218174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8218171.500000 Penalty: 5464.051270
	Iteration 69Q: 3 clusters Score -8218172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8218176.500000 Penalty: 5464.051270
	Iteration 70Q: 3 clusters Score -8218176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8218173.000000 Penalty: 5464.051270
	Iteration 71Q: 3 clusters Score -8218173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8218173.500000 Penalty: 5464.051270
	Iteration 72Q: 3 clusters Score -8218174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59770 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8218170.500000 Penalty: 5464.051270
	Iteration 73Q: 3 clusters Score -8218170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8218171.000000 Penalty: 5464.051270
	Iteration 74Q: 3 clusters Score -8218171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8218171.000000 Penalty: 5464.051270
	Iteration 75F: 3 clusters Score -8218171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103456.054688 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -101769.296875 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101769.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -102382.890625 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102382.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -102770.390625 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -102770.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -103117.687500 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -103117.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -103494.703125 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -103494.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -103937.234375 Penalty: 3322.340820
	Iteration 5F: 3 clusters Score -103937.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -104117.789062 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -104117.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -104184.945312 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -104184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -104203.929688 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -104203.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -104209.976562 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -104210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -104212.554688 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -104212.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -104212.554688 Penalty: 3322.340820
	Iteration 11F: 3 clusters Score -104212.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33734 members 
Mstep: Class 3 contains 21063 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 570 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37282 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29295 members 
Mstep: Class 12 contains 85412 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276500 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23544 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 145157 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 241 members 
Entering Unmasked Estep 
Score: -122230536.000000 Penalty: 91853.718750
Splitting cluster 6 changes total score from -122231752.000000 to -122230536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (49072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Entering Unmasked Estep 
Score: -6784835.000000 Penalty: 2678.658691
	Iteration 0F: 2 clusters Score -6784835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -6751804.500000 Penalty: 5357.317383
	Iteration 0F: 3 clusters Score -6751804 nChanged 22709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -6764293.500000 Penalty: 5357.317383
	Iteration 1F: 3 clusters Score -6764294 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -6764950.000000 Penalty: 5357.317383
	Iteration 2Q: 3 clusters Score -6764950 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -6765650.500000 Penalty: 5357.317383
	Iteration 3Q: 3 clusters Score -6765650 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -6766533.500000 Penalty: 5357.317383
	Iteration 4Q: 3 clusters Score -6766534 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -6767846.500000 Penalty: 5357.317383
	Iteration 5F: 3 clusters Score -6767846 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -6769879.500000 Penalty: 5357.317383
	Iteration 6F: 3 clusters Score -6769880 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -6772699.500000 Penalty: 5357.317383
	Iteration 7F: 3 clusters Score -6772700 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -6775896.500000 Penalty: 5357.317383
	Iteration 8F: 3 clusters Score -6775896 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 44969 members 
Entering Unmasked Estep 
Score: -6778868.000000 Penalty: 5357.317383
	Iteration 9F: 3 clusters Score -6778868 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -6780799.000000 Penalty: 5357.317383
	Iteration 10Q: 3 clusters Score -6780799 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -6781673.000000 Penalty: 5357.317383
	Iteration 11Q: 3 clusters Score -6781673 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -6782062.000000 Penalty: 5357.317383
	Iteration 12Q: 3 clusters Score -6782062 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -6782225.000000 Penalty: 5357.317383
	Iteration 13Q: 3 clusters Score -6782225 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -6782328.500000 Penalty: 5357.317383
	Iteration 14Q: 3 clusters Score -6782328 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -6782385.500000 Penalty: 5357.317383
	Iteration 15Q: 3 clusters Score -6782386 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -6782429.000000 Penalty: 5357.317383
	Iteration 16Q: 3 clusters Score -6782429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -6782462.000000 Penalty: 5357.317383
	Iteration 17Q: 3 clusters Score -6782462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -6782489.000000 Penalty: 5357.317383
	Iteration 18Q: 3 clusters Score -6782489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -6782507.500000 Penalty: 5357.317383
	Iteration 19Q: 3 clusters Score -6782508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 48760 members 
Entering Unmasked Estep 
Score: -6782521.000000 Penalty: 5357.317383
	Iteration 20F: 3 clusters Score -6782521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -6782524.000000 Penalty: 5357.317383
	Iteration 21Q: 3 clusters Score -6782524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -6782533.500000 Penalty: 5357.317383
	Iteration 22Q: 3 clusters Score -6782534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -6782531.500000 Penalty: 5357.317383
	Iteration 23Q: 3 clusters Score -6782532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -6782531.000000 Penalty: 5357.317383
	Iteration 24Q: 3 clusters Score -6782531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -6782531.000000 Penalty: 5357.317383
	Iteration 25F: 3 clusters Score -6782531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Entering Unmasked Estep 
Score: -767081.625000 Penalty: 2145.974121
	Iteration 0F: 2 clusters Score -767081.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -762121.000000 Penalty: 4291.948242
	Iteration 0F: 3 clusters Score -762121 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -763420.000000 Penalty: 4291.948242
	Iteration 1F: 3 clusters Score -763420 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -763789.750000 Penalty: 4291.948242
	Iteration 2F: 3 clusters Score -763789.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -764143.000000 Penalty: 4291.948242
	Iteration 3F: 3 clusters Score -764143 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -764542.125000 Penalty: 4291.948242
	Iteration 4F: 3 clusters Score -764542.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -764873.312500 Penalty: 4291.948242
	Iteration 5F: 3 clusters Score -764873.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -765146.812500 Penalty: 4291.948242
	Iteration 6F: 3 clusters Score -765146.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -765364.250000 Penalty: 4291.948242
	Iteration 7Q: 3 clusters Score -765364.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -765483.562500 Penalty: 4291.948242
	Iteration 8Q: 3 clusters Score -765483.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -765545.437500 Penalty: 4291.948242
	Iteration 9Q: 3 clusters Score -765545.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -765593.125000 Penalty: 4291.948242
	Iteration 10Q: 3 clusters Score -765593.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -765627.750000 Penalty: 4291.948242
	Iteration 11Q: 3 clusters Score -765627.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -765655.062500 Penalty: 4291.948242
	Iteration 12Q: 3 clusters Score -765655.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -765678.375000 Penalty: 4291.948242
	Iteration 13Q: 3 clusters Score -765678.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -765696.000000 Penalty: 4291.948242
	Iteration 14Q: 3 clusters Score -765696 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -765710.187500 Penalty: 4291.948242
	Iteration 15Q: 3 clusters Score -765710.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -765722.187500 Penalty: 4291.948242
	Iteration 16Q: 3 clusters Score -765722.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -765729.437500 Penalty: 4291.948242
	Iteration 17Q: 3 clusters Score -765729.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -765734.125000 Penalty: 4291.948242
	Iteration 18Q: 3 clusters Score -765734.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -765734.000000 Penalty: 4291.948242
	Iteration 19Q: 3 clusters Score -765734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -765739.750000 Penalty: 4291.948242
	Iteration 20F: 3 clusters Score -765739.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -765742.750000 Penalty: 4291.948242
	Iteration 21Q: 3 clusters Score -765742.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -765744.562500 Penalty: 4291.948242
	Iteration 22Q: 3 clusters Score -765744.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -765748.625000 Penalty: 4291.948242
	Iteration 23Q: 3 clusters Score -765748.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -765747.500000 Penalty: 4291.948242
	Iteration 24Q: 3 clusters Score -765747.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -765750.500000 Penalty: 4291.948242
	Iteration 25Q: 3 clusters Score -765750.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -765750.562500 Penalty: 4291.948242
	Iteration 26Q: 3 clusters Score -765750.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -765753.062500 Penalty: 4291.948242
	Iteration 27Q: 3 clusters Score -765753.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -765753.562500 Penalty: 4291.948242
	Iteration 28Q: 3 clusters Score -765753.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -765755.125000 Penalty: 4291.948242
	Iteration 29Q: 3 clusters Score -765755.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -765757.375000 Penalty: 4291.948242
	Iteration 30Q: 3 clusters Score -765757.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -765757.687500 Penalty: 4291.948242
	Iteration 31Q: 3 clusters Score -765757.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -765760.000000 Penalty: 4291.948242
	Iteration 32Q: 3 clusters Score -765760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -765762.375000 Penalty: 4291.948242
	Iteration 33Q: 3 clusters Score -765762.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -765763.562500 Penalty: 4291.948242
	Iteration 34Q: 3 clusters Score -765763.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -765766.187500 Penalty: 4291.948242
	Iteration 35Q: 3 clusters Score -765766.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -765770.437500 Penalty: 4291.948242
	Iteration 36Q: 3 clusters Score -765770.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -765773.062500 Penalty: 4291.948242
	Iteration 37Q: 3 clusters Score -765773.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -765774.125000 Penalty: 4291.948242
	Iteration 38Q: 3 clusters Score -765774.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -765776.125000 Penalty: 4291.948242
	Iteration 39Q: 3 clusters Score -765776.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -765776.875000 Penalty: 4291.948242
	Iteration 40F: 3 clusters Score -765776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -765775.625000 Penalty: 4291.948242
	Iteration 41Q: 3 clusters Score -765775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -765778.875000 Penalty: 4291.948242
	Iteration 42Q: 3 clusters Score -765778.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -765778.875000 Penalty: 4291.948242
	Iteration 43F: 3 clusters Score -765778.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Entering Unmasked Estep 
Score: -5183690.500000 Penalty: 2610.513916
	Iteration 0F: 2 clusters Score -5183690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -5158304.500000 Penalty: 5221.027832
	Iteration 0F: 3 clusters Score -5158304 nChanged 16876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -5167594.000000 Penalty: 5221.027832
	Iteration 1F: 3 clusters Score -5167594 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -5168259.000000 Penalty: 5221.027832
	Iteration 2Q: 3 clusters Score -5168259 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -5169090.500000 Penalty: 5221.027832
	Iteration 3Q: 3 clusters Score -5169090 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -5170208.000000 Penalty: 5221.027832
	Iteration 4F: 3 clusters Score -5170208 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -5171747.500000 Penalty: 5221.027832
	Iteration 5F: 3 clusters Score -5171748 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -5173778.000000 Penalty: 5221.027832
	Iteration 6F: 3 clusters Score -5173778 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -5175971.000000 Penalty: 5221.027832
	Iteration 7F: 3 clusters Score -5175971 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 32806 members 
Entering Unmasked Estep 
Score: -5177854.000000 Penalty: 5221.027832
	Iteration 8F: 3 clusters Score -5177854 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -5179271.500000 Penalty: 5221.027832
	Iteration 9Q: 3 clusters Score -5179272 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -5180229.000000 Penalty: 5221.027832
	Iteration 10Q: 3 clusters Score -5180229 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -5180778.000000 Penalty: 5221.027832
	Iteration 11Q: 3 clusters Score -5180778 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -5181081.500000 Penalty: 5221.027832
	Iteration 12Q: 3 clusters Score -5181082 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -5181250.500000 Penalty: 5221.027832
	Iteration 13Q: 3 clusters Score -5181250 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -5181329.500000 Penalty: 5221.027832
	Iteration 14Q: 3 clusters Score -5181330 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -5181388.000000 Penalty: 5221.027832
	Iteration 15Q: 3 clusters Score -5181388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -5181419.500000 Penalty: 5221.027832
	Iteration 16Q: 3 clusters Score -5181420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -5181444.500000 Penalty: 5221.027832
	Iteration 17Q: 3 clusters Score -5181444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -5181451.000000 Penalty: 5221.027832
	Iteration 18Q: 3 clusters Score -5181451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -5181450.000000 Penalty: 5221.027832
	Iteration 19Q: 3 clusters Score -5181450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -5181459.000000 Penalty: 5221.027832
	Iteration 20F: 3 clusters Score -5181459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -5181467.000000 Penalty: 5221.027832
	Iteration 21Q: 3 clusters Score -5181467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -5181468.000000 Penalty: 5221.027832
	Iteration 22Q: 3 clusters Score -5181468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -5181480.000000 Penalty: 5221.027832
	Iteration 23Q: 3 clusters Score -5181480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 36814 members 
Entering Unmasked Estep 
Score: -5181486.500000 Penalty: 5221.027832
	Iteration 24Q: 3 clusters Score -5181486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -5181499.500000 Penalty: 5221.027832
	Iteration 25Q: 3 clusters Score -5181500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -5181498.000000 Penalty: 5221.027832
	Iteration 26Q: 3 clusters Score -5181498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -5181500.500000 Penalty: 5221.027832
	Iteration 27Q: 3 clusters Score -5181500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -5181503.500000 Penalty: 5221.027832
	Iteration 28Q: 3 clusters Score -5181504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5181508.000000 Penalty: 5221.027832
	Iteration 29Q: 3 clusters Score -5181508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -5181508.000000 Penalty: 5221.027832
	Iteration 30F: 3 clusters Score -5181508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -144865.218750 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -144865.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -142886.250000 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -142886.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -143290.156250 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -143290.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -143481.390625 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -143481.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -143697.156250 Penalty: 3510.020264
	Iteration 3Q: 3 clusters Score -143697.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -143772.578125 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -143772.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143818.171875 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -143818.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -143855.265625 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -143855.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -143876.593750 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -143876.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -143892.468750 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -143892.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -143905.968750 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -143906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -143912.937500 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -143912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143916.484375 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -143916.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143917.312500 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -143917.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143917.312500 Penalty: 3510.020264
	Iteration 13F: 3 clusters Score -143917.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Entering Unmasked Estep 
Score: -4098032.500000 Penalty: 2550.722656
	Iteration 0F: 2 clusters Score -4098032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -4078039.000000 Penalty: 5101.445312
	Iteration 0F: 3 clusters Score -4078039 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -4085294.000000 Penalty: 5101.445312
	Iteration 1F: 3 clusters Score -4085294 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -4085959.750000 Penalty: 5101.445312
	Iteration 2F: 3 clusters Score -4085960 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -4086601.250000 Penalty: 5101.445312
	Iteration 3Q: 3 clusters Score -4086601 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -4087300.500000 Penalty: 5101.445312
	Iteration 4Q: 3 clusters Score -4087300 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4088130 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4088998 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -4089907.750000 Penalty: 5101.445312
	Iteration 7Q: 3 clusters Score -4089908 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -4091042.750000 Penalty: 5101.445312
	Iteration 8F: 3 clusters Score -4091043 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -4092246.500000 Penalty: 5101.445312
	Iteration 9Q: 3 clusters Score -4092246 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -4093258.750000 Penalty: 5101.445312
	Iteration 10Q: 3 clusters Score -4093259 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -4093947.750000 Penalty: 5101.445312
	Iteration 11Q: 3 clusters Score -4093948 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4094317 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -4094580.250000 Penalty: 5101.445312
	Iteration 13Q: 3 clusters Score -4094580 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -4094743.500000 Penalty: 5101.445312
	Iteration 14Q: 3 clusters Score -4094744 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4094848 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4094943 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4095008.250000 Penalty: 5101.445312
	Iteration 17Q: 3 clusters Score -4095008 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -4095072.250000 Penalty: 5101.445312
	Iteration 18Q: 3 clusters Score -4095072 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4095123.000000 Penalty: 5101.445312
	Iteration 19Q: 3 clusters Score -4095123 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4095164.250000 Penalty: 5101.445312
	Iteration 20F: 3 clusters Score -4095164 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -4095190.000000 Penalty: 5101.445312
	Iteration 21Q: 3 clusters Score -4095190 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -4095241.500000 Penalty: 5101.445312
	Iteration 22Q: 3 clusters Score -4095242 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4095266.000000 Penalty: 5101.445312
	Iteration 23Q: 3 clusters Score -4095266 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -4095288.750000 Penalty: 5101.445312
	Iteration 24Q: 3 clusters Score -4095289 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -4095323.250000 Penalty: 5101.445312
	Iteration 25Q: 3 clusters Score -4095323 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4095356.500000 Penalty: 5101.445312
	Iteration 26Q: 3 clusters Score -4095356 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4095391.750000 Penalty: 5101.445312
	Iteration 27Q: 3 clusters Score -4095392 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -4095403.750000 Penalty: 5101.445312
	Iteration 28Q: 3 clusters Score -4095404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -4095431.250000 Penalty: 5101.445312
	Iteration 29Q: 3 clusters Score -4095431 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4095449.500000 Penalty: 5101.445312
	Iteration 30Q: 3 clusters Score -4095450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4095476.500000 Penalty: 5101.445312
	Iteration 31Q: 3 clusters Score -4095476 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -4095499.750000 Penalty: 5101.445312
	Iteration 32Q: 3 clusters Score -4095500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -4095517.500000 Penalty: 5101.445312
	Iteration 33Q: 3 clusters Score -4095518 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4095529.000000 Penalty: 5101.445312
	Iteration 34Q: 3 clusters Score -4095529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4095542.250000 Penalty: 5101.445312
	Iteration 35Q: 3 clusters Score -4095542 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4095552.000000 Penalty: 5101.445312
	Iteration 36Q: 3 clusters Score -4095552 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -4095555.500000 Penalty: 5101.445312
	Iteration 37Q: 3 clusters Score -4095556 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4095571.500000 Penalty: 5101.445312
	Iteration 38Q: 3 clusters Score -4095572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4095587.500000 Penalty: 5101.445312
	Iteration 39Q: 3 clusters Score -4095588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4095586.250000 Penalty: 5101.445312
	Iteration 40F: 3 clusters Score -4095586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -4095585.000000 Penalty: 5101.445312
	Iteration 41Q: 3 clusters Score -4095585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -4095601.250000 Penalty: 5101.445312
	Iteration 42Q: 3 clusters Score -4095601 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4095596.250000 Penalty: 5101.445312
	Iteration 43Q: 3 clusters Score -4095596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -4095600.500000 Penalty: 5101.445312
	Iteration 44Q: 3 clusters Score -4095600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -4095609.250000 Penalty: 5101.445312
	Iteration 45Q: 3 clusters Score -4095609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -4095606.750000 Penalty: 5101.445312
	Iteration 46Q: 3 clusters Score -4095607 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4095613.000000 Penalty: 5101.445312
	Iteration 47Q: 3 clusters Score -4095613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4095614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4095620.250000 Penalty: 5101.445312
	Iteration 49Q: 3 clusters Score -4095620 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4095616.000000 Penalty: 5101.445312
	Iteration 50Q: 3 clusters Score -4095616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -4095619.500000 Penalty: 5101.445312
	Iteration 51Q: 3 clusters Score -4095620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4095626.500000 Penalty: 5101.445312
	Iteration 52Q: 3 clusters Score -4095626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4095634.000000 Penalty: 5101.445312
	Iteration 53Q: 3 clusters Score -4095634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -4095634.250000 Penalty: 5101.445312
	Iteration 54Q: 3 clusters Score -4095634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -4095646.250000 Penalty: 5101.445312
	Iteration 55Q: 3 clusters Score -4095646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -4095656.500000 Penalty: 5101.445312
	Iteration 56Q: 3 clusters Score -4095656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -4095657.000000 Penalty: 5101.445312
	Iteration 57Q: 3 clusters Score -4095657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -4095665.000000 Penalty: 5101.445312
	Iteration 58Q: 3 clusters Score -4095665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27182 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4095670.250000 Penalty: 5101.445312
	Iteration 59Q: 3 clusters Score -4095670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -4095675.250000 Penalty: 5101.445312
	Iteration 60F: 3 clusters Score -4095675 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4095684.750000 Penalty: 5101.445312
	Iteration 61Q: 3 clusters Score -4095685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4095693.250000 Penalty: 5101.445312
	Iteration 62Q: 3 clusters Score -4095693 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4095692.500000 Penalty: 5101.445312
	Iteration 63Q: 3 clusters Score -4095692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4095691.750000 Penalty: 5101.445312
	Iteration 64Q: 3 clusters Score -4095692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4095703.500000 Penalty: 5101.445312
	Iteration 65Q: 3 clusters Score -4095704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -4095706.000000 Penalty: 5101.445312
	Iteration 66Q: 3 clusters Score -4095706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4095719.000000 Penalty: 5101.445312
	Iteration 67Q: 3 clusters Score -4095719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4095722.750000 Penalty: 5101.445312
	Iteration 68Q: 3 clusters Score -4095723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -4095718.750000 Penalty: 5101.445312
	Iteration 69Q: 3 clusters Score -4095719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4095724.500000 Penalty: 5101.445312
	Iteration 70Q: 3 clusters Score -4095724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4095730.000000 Penalty: 5101.445312
	Iteration 71Q: 3 clusters Score -4095730 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4095730.750000 Penalty: 5101.445312
	Iteration 72Q: 3 clusters Score -4095731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -4095738.000000 Penalty: 5101.445312
	Iteration 73Q: 3 clusters Score -4095738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27469 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4095741.750000 Penalty: 5101.445312
	Iteration 74Q: 3 clusters Score -4095742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -4095747.500000 Penalty: 5101.445312
	Iteration 75Q: 3 clusters Score -4095748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27503 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4095752.750000 Penalty: 5101.445312
	Iteration 76Q: 3 clusters Score -4095753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4095756.500000 Penalty: 5101.445312
	Iteration 77Q: 3 clusters Score -4095756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4095757.250000 Penalty: 5101.445312
	Iteration 78Q: 3 clusters Score -4095757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -4095760.250000 Penalty: 5101.445312
	Iteration 79Q: 3 clusters Score -4095760 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4095764.000000 Penalty: 5101.445312
	Iteration 80F: 3 clusters Score -4095764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4095767.500000 Penalty: 5101.445312
	Iteration 81Q: 3 clusters Score -4095768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4095770.000000 Penalty: 5101.445312
	Iteration 82Q: 3 clusters Score -4095770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -4095771.500000 Penalty: 5101.445312
	Iteration 83Q: 3 clusters Score -4095772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4095769.750000 Penalty: 5101.445312
	Iteration 84Q: 3 clusters Score -4095770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27601 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4095776.500000 Penalty: 5101.445312
	Iteration 85Q: 3 clusters Score -4095776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4095783.750000 Penalty: 5101.445312
	Iteration 86Q: 3 clusters Score -4095784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4095796.250000 Penalty: 5101.445312
	Iteration 87Q: 3 clusters Score -4095796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4095800.500000 Penalty: 5101.445312
	Iteration 88Q: 3 clusters Score -4095800 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4095796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4095800.000000 Penalty: 5101.445312
	Iteration 90Q: 3 clusters Score -4095800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -4095802.750000 Penalty: 5101.445312
	Iteration 91Q: 3 clusters Score -4095803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4095809.250000 Penalty: 5101.445312
	Iteration 92Q: 3 clusters Score -4095809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -4095811.250000 Penalty: 5101.445312
	Iteration 93Q: 3 clusters Score -4095811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4095818.750000 Penalty: 5101.445312
	Iteration 94Q: 3 clusters Score -4095819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4095820.750000 Penalty: 5101.445312
	Iteration 95Q: 3 clusters Score -4095821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4095818.750000 Penalty: 5101.445312
	Iteration 96Q: 3 clusters Score -4095819 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4095821.000000 Penalty: 5101.445312
	Iteration 97Q: 3 clusters Score -4095821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4095828.500000 Penalty: 5101.445312
	Iteration 98Q: 3 clusters Score -4095828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -4095830.750000 Penalty: 5101.445312
	Iteration 99Q: 3 clusters Score -4095831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4095832.000000 Penalty: 5101.445312
	Iteration 100F: 3 clusters Score -4095832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4095831.500000 Penalty: 5101.445312
	Iteration 101Q: 3 clusters Score -4095832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27744 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4095828.250000 Penalty: 5101.445312
	Iteration 102Q: 3 clusters Score -4095828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4095825.750000 Penalty: 5101.445312
	Iteration 103Q: 3 clusters Score -4095826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4095828.500000 Penalty: 5101.445312
	Iteration 104Q: 3 clusters Score -4095828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4095831.750000 Penalty: 5101.445312
	Iteration 105Q: 3 clusters Score -4095832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4095831.750000 Penalty: 5101.445312
	Iteration 106F: 3 clusters Score -4095832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85412 members 
Entering Unmasked Estep 
Score: -11830086.000000 Penalty: 2816.099854
	Iteration 0F: 2 clusters Score -1.183009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -11772661.000000 Penalty: 5632.199707
	Iteration 0F: 3 clusters Score -1.177266e+07 nChanged 40332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -11795753.000000 Penalty: 5632.199707
	Iteration 1F: 3 clusters Score -1.179575e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -11796519.000000 Penalty: 5632.199707
	Iteration 2Q: 3 clusters Score -1.179652e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -11797163.000000 Penalty: 5632.199707
	Iteration 3Q: 3 clusters Score -1.179716e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -11797825.000000 Penalty: 5632.199707
	Iteration 4Q: 3 clusters Score -1.179782e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -11798639.000000 Penalty: 5632.199707
	Iteration 5Q: 3 clusters Score -1.179864e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -11799594.000000 Penalty: 5632.199707
	Iteration 6Q: 3 clusters Score -1.179959e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -11800992.000000 Penalty: 5632.199707
	Iteration 7Q: 3 clusters Score -1.180099e+07 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47873 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -11802789.000000 Penalty: 5632.199707
	Iteration 8Q: 3 clusters Score -1.180279e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -11805225.000000 Penalty: 5632.199707
	Iteration 9Q: 3 clusters Score -1.180522e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -11808290.000000 Penalty: 5632.199707
	Iteration 10F: 3 clusters Score -1.180829e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52568 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -11811418.000000 Penalty: 5632.199707
	Iteration 11F: 3 clusters Score -1.181142e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 31631 members 
Entering Unmasked Estep 
Score: -11813735.000000 Penalty: 5632.199707
	Iteration 12Q: 3 clusters Score -1.181374e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -11814766.000000 Penalty: 5632.199707
	Iteration 13Q: 3 clusters Score -1.181477e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -11815306.000000 Penalty: 5632.199707
	Iteration 14Q: 3 clusters Score -1.181531e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56897 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -11815630.000000 Penalty: 5632.199707
	Iteration 15Q: 3 clusters Score -1.181563e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -11815966.000000 Penalty: 5632.199707
	Iteration 16Q: 3 clusters Score -1.181597e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -11816279.000000 Penalty: 5632.199707
	Iteration 17Q: 3 clusters Score -1.181628e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60546 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -11816653.000000 Penalty: 5632.199707
	Iteration 18Q: 3 clusters Score -1.181665e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -11817135.000000 Penalty: 5632.199707
	Iteration 19Q: 3 clusters Score -1.181714e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -11817604.000000 Penalty: 5632.199707
	Iteration 20F: 3 clusters Score -1.18176e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -11818156.000000 Penalty: 5632.199707
	Iteration 21Q: 3 clusters Score -1.181816e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66129 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -11818810.000000 Penalty: 5632.199707
	Iteration 22Q: 3 clusters Score -1.181881e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -11819524.000000 Penalty: 5632.199707
	Iteration 23Q: 3 clusters Score -1.181952e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69159 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -11820335.000000 Penalty: 5632.199707
	Iteration 24Q: 3 clusters Score -1.182034e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70634 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -11821264.000000 Penalty: 5632.199707
	Iteration 25Q: 3 clusters Score -1.182126e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72116 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -11822141.000000 Penalty: 5632.199707
	Iteration 26Q: 3 clusters Score -1.182214e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73404 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -11823055.000000 Penalty: 5632.199707
	Iteration 27Q: 3 clusters Score -1.182306e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -11823852.000000 Penalty: 5632.199707
	Iteration 28Q: 3 clusters Score -1.182385e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75578 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -11824525.000000 Penalty: 5632.199707
	Iteration 29Q: 3 clusters Score -1.182452e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -11825092.000000 Penalty: 5632.199707
	Iteration 30Q: 3 clusters Score -1.182509e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -11825485.000000 Penalty: 5632.199707
	Iteration 31Q: 3 clusters Score -1.182548e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77813 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -11825769.000000 Penalty: 5632.199707
	Iteration 32Q: 3 clusters Score -1.182577e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78392 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -11826004.000000 Penalty: 5632.199707
	Iteration 33Q: 3 clusters Score -1.1826e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -11826130.000000 Penalty: 5632.199707
	Iteration 34Q: 3 clusters Score -1.182613e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79317 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -11826274.000000 Penalty: 5632.199707
	Iteration 35Q: 3 clusters Score -1.182627e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79714 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -11826429.000000 Penalty: 5632.199707
	Iteration 36Q: 3 clusters Score -1.182643e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -11826548.000000 Penalty: 5632.199707
	Iteration 37Q: 3 clusters Score -1.182655e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80433 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -11826658.000000 Penalty: 5632.199707
	Iteration 38Q: 3 clusters Score -1.182666e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -11826786.000000 Penalty: 5632.199707
	Iteration 39Q: 3 clusters Score -1.182679e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81070 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -11826916.000000 Penalty: 5632.199707
	Iteration 40F: 3 clusters Score -1.182692e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -11827014.000000 Penalty: 5632.199707
	Iteration 41Q: 3 clusters Score -1.182701e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81622 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -11827093.000000 Penalty: 5632.199707
	Iteration 42Q: 3 clusters Score -1.182709e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81851 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -11827164.000000 Penalty: 5632.199707
	Iteration 43Q: 3 clusters Score -1.182716e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82053 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -11827182.000000 Penalty: 5632.199707
	Iteration 44Q: 3 clusters Score -1.182718e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82232 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -11827242.000000 Penalty: 5632.199707
	Iteration 45Q: 3 clusters Score -1.182724e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -11827312.000000 Penalty: 5632.199707
	Iteration 46Q: 3 clusters Score -1.182731e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82547 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -11827327.000000 Penalty: 5632.199707
	Iteration 47Q: 3 clusters Score -1.182733e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82686 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -11827402.000000 Penalty: 5632.199707
	Iteration 48Q: 3 clusters Score -1.18274e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82817 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -11827453.000000 Penalty: 5632.199707
	Iteration 49Q: 3 clusters Score -1.182745e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82924 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -11827467.000000 Penalty: 5632.199707
	Iteration 50Q: 3 clusters Score -1.182747e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -11827479.000000 Penalty: 5632.199707
	Iteration 51Q: 3 clusters Score -1.182748e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83134 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -11827539.000000 Penalty: 5632.199707
	Iteration 52Q: 3 clusters Score -1.182754e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -11827578.000000 Penalty: 5632.199707
	Iteration 53Q: 3 clusters Score -1.182758e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -11827622.000000 Penalty: 5632.199707
	Iteration 54Q: 3 clusters Score -1.182762e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83353 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -11827642.000000 Penalty: 5632.199707
	Iteration 55Q: 3 clusters Score -1.182764e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83397 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11827661.000000 Penalty: 5632.199707
	Iteration 56Q: 3 clusters Score -1.182766e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83436 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -11827689.000000 Penalty: 5632.199707
	Iteration 57Q: 3 clusters Score -1.182769e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -11827685.000000 Penalty: 5632.199707
	Iteration 58Q: 3 clusters Score -1.182768e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83484 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -11827706.000000 Penalty: 5632.199707
	Iteration 59Q: 3 clusters Score -1.182771e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -11827705.000000 Penalty: 5632.199707
	Iteration 60F: 3 clusters Score -1.18277e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83528 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -11827711.000000 Penalty: 5632.199707
	Iteration 61Q: 3 clusters Score -1.182771e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83553 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -11827713.000000 Penalty: 5632.199707
	Iteration 62Q: 3 clusters Score -1.182771e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -11827735.000000 Penalty: 5632.199707
	Iteration 63Q: 3 clusters Score -1.182774e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83590 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -11827727.000000 Penalty: 5632.199707
	Iteration 64Q: 3 clusters Score -1.182773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83599 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -11827725.000000 Penalty: 5632.199707
	Iteration 65Q: 3 clusters Score -1.182772e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83602 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -11827726.000000 Penalty: 5632.199707
	Iteration 66Q: 3 clusters Score -1.182773e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83605 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -11827741.000000 Penalty: 5632.199707
	Iteration 67Q: 3 clusters Score -1.182774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -11827735.000000 Penalty: 5632.199707
	Iteration 68Q: 3 clusters Score -1.182774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83628 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -11827739.000000 Penalty: 5632.199707
	Iteration 69Q: 3 clusters Score -1.182774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83640 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -11827744.000000 Penalty: 5632.199707
	Iteration 70Q: 3 clusters Score -1.182774e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -11827751.000000 Penalty: 5632.199707
	Iteration 71Q: 3 clusters Score -1.182775e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83664 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -11827760.000000 Penalty: 5632.199707
	Iteration 72Q: 3 clusters Score -1.182776e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83673 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -11827756.000000 Penalty: 5632.199707
	Iteration 73Q: 3 clusters Score -1.182776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11827756.000000 Penalty: 5632.199707
	Iteration 74Q: 3 clusters Score -1.182776e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -11827761.000000 Penalty: 5632.199707
	Iteration 75Q: 3 clusters Score -1.182776e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -11827764.000000 Penalty: 5632.199707
	Iteration 76Q: 3 clusters Score -1.182776e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83704 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -11827768.000000 Penalty: 5632.199707
	Iteration 77Q: 3 clusters Score -1.182777e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83709 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -11827769.000000 Penalty: 5632.199707
	Iteration 78Q: 3 clusters Score -1.182777e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83712 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -11827770.000000 Penalty: 5632.199707
	Iteration 79Q: 3 clusters Score -1.182777e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83715 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -11827781.000000 Penalty: 5632.199707
	Iteration 80F: 3 clusters Score -1.182778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83718 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -11827776.000000 Penalty: 5632.199707
	Iteration 81Q: 3 clusters Score -1.182778e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83721 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -11827775.000000 Penalty: 5632.199707
	Iteration 82Q: 3 clusters Score -1.182778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83722 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -11827777.000000 Penalty: 5632.199707
	Iteration 83Q: 3 clusters Score -1.182778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -11827780.000000 Penalty: 5632.199707
	Iteration 84Q: 3 clusters Score -1.182778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83726 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -11827770.000000 Penalty: 5632.199707
	Iteration 85Q: 3 clusters Score -1.182777e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -11827781.000000 Penalty: 5632.199707
	Iteration 86Q: 3 clusters Score -1.182778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83724 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -11827781.000000 Penalty: 5632.199707
	Iteration 87F: 3 clusters Score -1.182778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Entering Unmasked Estep 
Score: -3982587.250000 Penalty: 2552.519287
	Iteration 0F: 2 clusters Score -3982587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3962327.500000 Penalty: 5105.038574
	Iteration 0F: 3 clusters Score -3962328 nChanged 13364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -3969570.000000 Penalty: 5105.038574
	Iteration 1F: 3 clusters Score -3969570 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3970014.250000 Penalty: 5105.038574
	Iteration 2Q: 3 clusters Score -3970014 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -3970394.250000 Penalty: 5105.038574
	Iteration 3Q: 3 clusters Score -3970394 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -3970758.500000 Penalty: 5105.038574
	Iteration 4Q: 3 clusters Score -3970758 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -3971238.750000 Penalty: 5105.038574
	Iteration 5Q: 3 clusters Score -3971239 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3971904.000000 Penalty: 5105.038574
	Iteration 6Q: 3 clusters Score -3971904 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3972911.750000 Penalty: 5105.038574
	Iteration 7F: 3 clusters Score -3972912 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -3974378.250000 Penalty: 5105.038574
	Iteration 8F: 3 clusters Score -3974378 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 25026 members 
Entering Unmasked Estep 
Score: -3976225.750000 Penalty: 5105.038574
	Iteration 9F: 3 clusters Score -3976226 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -3978004.500000 Penalty: 5105.038574
	Iteration 10F: 3 clusters Score -3978004 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3979214.750000 Penalty: 5105.038574
	Iteration 11Q: 3 clusters Score -3979215 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -3979789.500000 Penalty: 5105.038574
	Iteration 12Q: 3 clusters Score -3979790 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -3980045.250000 Penalty: 5105.038574
	Iteration 13Q: 3 clusters Score -3980045 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -3980206.750000 Penalty: 5105.038574
	Iteration 14Q: 3 clusters Score -3980207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -3980260.000000 Penalty: 5105.038574
	Iteration 15Q: 3 clusters Score -3980260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3980286.250000 Penalty: 5105.038574
	Iteration 16Q: 3 clusters Score -3980286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -3980322.250000 Penalty: 5105.038574
	Iteration 17Q: 3 clusters Score -3980322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -3980335.750000 Penalty: 5105.038574
	Iteration 18Q: 3 clusters Score -3980336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 29184 members 
Entering Unmasked Estep 
Score: -3980346.500000 Penalty: 5105.038574
	Iteration 19Q: 3 clusters Score -3980346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -3980352.000000 Penalty: 5105.038574
	Iteration 20F: 3 clusters Score -3980352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (276500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276500 members 
Entering Unmasked Estep 
Score: -38609684.000000 Penalty: 3107.431641
	Iteration 0F: 2 clusters Score -3.860968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138437 members 
Mstep: Class 2 contains 138063 members 
Entering Unmasked Estep 
Score: -38456380.000000 Penalty: 6214.863281
	Iteration 0F: 3 clusters Score -3.845638e+07 nChanged 134066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143685 members 
Mstep: Class 2 contains 132815 members 
Entering Unmasked Estep 
Score: -38535688.000000 Penalty: 6214.863281
	Iteration 1F: 3 clusters Score -3.853569e+07 nChanged 7588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146315 members 
Mstep: Class 2 contains 130185 members 
Entering Unmasked Estep 
Score: -38536948.000000 Penalty: 6214.863281
	Iteration 2Q: 3 clusters Score -3.853695e+07 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150414 members 
Mstep: Class 2 contains 126086 members 
Entering Unmasked Estep 
Score: -38539140.000000 Penalty: 6214.863281
	Iteration 3Q: 3 clusters Score -3.853914e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156603 members 
Mstep: Class 2 contains 119897 members 
Entering Unmasked Estep 
Score: -38542260.000000 Penalty: 6214.863281
	Iteration 4Q: 3 clusters Score -3.854226e+07 nChanged 12703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165678 members 
Mstep: Class 2 contains 110822 members 
Entering Unmasked Estep 
Score: -38547828.000000 Penalty: 6214.863281
	Iteration 5Q: 3 clusters Score -3.854783e+07 nChanged 15820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177756 members 
Mstep: Class 2 contains 98744 members 
Entering Unmasked Estep 
Score: -38557016.000000 Penalty: 6214.863281
	Iteration 6F: 3 clusters Score -3.855702e+07 nChanged 18215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191921 members 
Mstep: Class 2 contains 84579 members 
Entering Unmasked Estep 
Score: -38569356.000000 Penalty: 6214.863281
	Iteration 7F: 3 clusters Score -3.856936e+07 nChanged 18300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205785 members 
Mstep: Class 2 contains 70715 members 
Entering Unmasked Estep 
Score: -38583264.000000 Penalty: 6214.863281
	Iteration 8F: 3 clusters Score -3.858326e+07 nChanged 16067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217366 members 
Mstep: Class 2 contains 59134 members 
Entering Unmasked Estep 
Score: -38595012.000000 Penalty: 6214.863281
	Iteration 9F: 3 clusters Score -3.859501e+07 nChanged 12000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225784 members 
Mstep: Class 2 contains 50716 members 
Entering Unmasked Estep 
Score: -38603128.000000 Penalty: 6214.863281
	Iteration 10Q: 3 clusters Score -3.860313e+07 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232172 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -38607444.000000 Penalty: 6214.863281
	Iteration 11Q: 3 clusters Score -3.860744e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237916 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -38610080.000000 Penalty: 6214.863281
	Iteration 12Q: 3 clusters Score -3.861008e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243574 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -38612476.000000 Penalty: 6214.863281
	Iteration 13Q: 3 clusters Score -3.861248e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249799 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -38613264.000000 Penalty: 6214.863281
	Iteration 14Q: 3 clusters Score -3.861326e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255834 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -38612452.000000 Penalty: 6214.863281
	Iteration 15Q: 3 clusters Score -3.861245e+07 nChanged 5607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261441 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -38611924.000000 Penalty: 6214.863281
	Iteration 16Q: 3 clusters Score -3.861192e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266548 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -38610536.000000 Penalty: 6214.863281
	Iteration 17Q: 3 clusters Score -3.861054e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270743 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -38608996.000000 Penalty: 6214.863281
	Iteration 18Q: 3 clusters Score -3.8609e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273462 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -38607996.000000 Penalty: 6214.863281
	Iteration 19Q: 3 clusters Score -3.8608e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274888 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -38607332.000000 Penalty: 6214.863281
	Iteration 20F: 3 clusters Score -3.860733e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275531 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -38607128.000000 Penalty: 6214.863281
	Iteration 21Q: 3 clusters Score -3.860713e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275820 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -38607128.000000 Penalty: 6214.863281
	Iteration 22Q: 3 clusters Score -3.860713e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275945 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -38607116.000000 Penalty: 6214.863281
	Iteration 23Q: 3 clusters Score -3.860712e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276012 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -38607156.000000 Penalty: 6214.863281
	Iteration 24Q: 3 clusters Score -3.860716e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276050 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -38607160.000000 Penalty: 6214.863281
	Iteration 25Q: 3 clusters Score -3.860716e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276075 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -38607176.000000 Penalty: 6214.863281
	Iteration 26Q: 3 clusters Score -3.860718e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276089 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -38607208.000000 Penalty: 6214.863281
	Iteration 27Q: 3 clusters Score -3.860721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276101 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -38607204.000000 Penalty: 6214.863281
	Iteration 28Q: 3 clusters Score -3.86072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276107 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -38607192.000000 Penalty: 6214.863281
	Iteration 29Q: 3 clusters Score -3.860719e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276108 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -38607192.000000 Penalty: 6214.863281
	Iteration 30Q: 3 clusters Score -3.860719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276114 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -38607224.000000 Penalty: 6214.863281
	Iteration 31Q: 3 clusters Score -3.860722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276118 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -38607216.000000 Penalty: 6214.863281
	Iteration 32Q: 3 clusters Score -3.860722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276115 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -38607212.000000 Penalty: 6214.863281
	Iteration 33Q: 3 clusters Score -3.860721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276116 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -38607216.000000 Penalty: 6214.863281
	Iteration 34Q: 3 clusters Score -3.860722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276118 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -38607208.000000 Penalty: 6214.863281
	Iteration 35Q: 3 clusters Score -3.860721e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276119 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -38607200.000000 Penalty: 6214.863281
	Iteration 36Q: 3 clusters Score -3.86072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276120 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -38607192.000000 Penalty: 6214.863281
	Iteration 37Q: 3 clusters Score -3.860719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276120 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -38607192.000000 Penalty: 6214.863281
	Iteration 38F: 3 clusters Score -3.860719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -154387.796875 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -154387.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152430.156250 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -152430.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -152723.687500 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -152723.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -152798.671875 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -152798.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -152824.203125 Penalty: 3490.801514
	Iteration 3Q: 3 clusters Score -152824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152843.046875 Penalty: 3490.801514
	Iteration 4Q: 3 clusters Score -152843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -152854.937500 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -152854.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -152874.796875 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -152874.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -152895.171875 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -152895.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152905.078125 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -152905.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -152913.734375 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -152913.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -152927.750000 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -152927.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -152946.656250 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -152946.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -152957.359375 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -152957.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -152965.031250 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -152965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -152970.156250 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -152970.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -152976.328125 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -152976.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -152987.687500 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -152987.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -152991.125000 Penalty: 3490.801514
	Iteration 17Q: 3 clusters Score -152991.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -152997.218750 Penalty: 3490.801514
	Iteration 18Q: 3 clusters Score -152997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -153002.968750 Penalty: 3490.801514
	Iteration 19Q: 3 clusters Score -153003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -153003.906250 Penalty: 3490.801514
	Iteration 20F: 3 clusters Score -153003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -153006.218750 Penalty: 3490.801514
	Iteration 21Q: 3 clusters Score -153006.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -153006.218750 Penalty: 3490.801514
	Iteration 22F: 3 clusters Score -153006.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Entering Unmasked Estep 
Score: -3117094.500000 Penalty: 2496.523438
	Iteration 0F: 2 clusters Score -3117094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3100698.000000 Penalty: 4993.046875
	Iteration 0F: 3 clusters Score -3100698 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3106375.000000 Penalty: 4993.046875
	Iteration 1F: 3 clusters Score -3106375 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3106802.750000 Penalty: 4993.046875
	Iteration 2Q: 3 clusters Score -3106803 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3107189.500000 Penalty: 4993.046875
	Iteration 3Q: 3 clusters Score -3107190 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -3107577.000000 Penalty: 4993.046875
	Iteration 4Q: 3 clusters Score -3107577 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -3107929.250000 Penalty: 4993.046875
	Iteration 5Q: 3 clusters Score -3107929 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3108289.750000 Penalty: 4993.046875
	Iteration 6Q: 3 clusters Score -3108290 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -3108598.500000 Penalty: 4993.046875
	Iteration 7Q: 3 clusters Score -3108598 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3108921.500000 Penalty: 4993.046875
	Iteration 8Q: 3 clusters Score -3108922 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3109293.250000 Penalty: 4993.046875
	Iteration 9Q: 3 clusters Score -3109293 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3109724.250000 Penalty: 4993.046875
	Iteration 10Q: 3 clusters Score -3109724 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3110171.750000 Penalty: 4993.046875
	Iteration 11Q: 3 clusters Score -3110172 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3110644.500000 Penalty: 4993.046875
	Iteration 12Q: 3 clusters Score -3110644 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -3111182.250000 Penalty: 4993.046875
	Iteration 13Q: 3 clusters Score -3111182 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3111765.000000 Penalty: 4993.046875
	Iteration 14Q: 3 clusters Score -3111765 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3112315.500000 Penalty: 4993.046875
	Iteration 15Q: 3 clusters Score -3112316 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -3112836.500000 Penalty: 4993.046875
	Iteration 16Q: 3 clusters Score -3112836 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -3113302.000000 Penalty: 4993.046875
	Iteration 17Q: 3 clusters Score -3113302 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -3113657.000000 Penalty: 4993.046875
	Iteration 18Q: 3 clusters Score -3113657 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -3113980.250000 Penalty: 4993.046875
	Iteration 19Q: 3 clusters Score -3113980 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -3114232.750000 Penalty: 4993.046875
	Iteration 20F: 3 clusters Score -3114233 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -3114409.500000 Penalty: 4993.046875
	Iteration 21Q: 3 clusters Score -3114410 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3114559.250000 Penalty: 4993.046875
	Iteration 22Q: 3 clusters Score -3114559 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3114670.750000 Penalty: 4993.046875
	Iteration 23Q: 3 clusters Score -3114671 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -3114750.000000 Penalty: 4993.046875
	Iteration 24Q: 3 clusters Score -3114750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3114797.000000 Penalty: 4993.046875
	Iteration 25Q: 3 clusters Score -3114797 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -3114834.500000 Penalty: 4993.046875
	Iteration 26Q: 3 clusters Score -3114834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -3114864.500000 Penalty: 4993.046875
	Iteration 27Q: 3 clusters Score -3114864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -3114899.250000 Penalty: 4993.046875
	Iteration 28Q: 3 clusters Score -3114899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3114913.500000 Penalty: 4993.046875
	Iteration 29Q: 3 clusters Score -3114914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -3114926.500000 Penalty: 4993.046875
	Iteration 30Q: 3 clusters Score -3114926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -3114940.250000 Penalty: 4993.046875
	Iteration 31Q: 3 clusters Score -3114940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -3114947.750000 Penalty: 4993.046875
	Iteration 32Q: 3 clusters Score -3114948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3114958.750000 Penalty: 4993.046875
	Iteration 33Q: 3 clusters Score -3114959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3114969.000000 Penalty: 4993.046875
	Iteration 34Q: 3 clusters Score -3114969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3114976.750000 Penalty: 4993.046875
	Iteration 35Q: 3 clusters Score -3114977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3114990.250000 Penalty: 4993.046875
	Iteration 36Q: 3 clusters Score -3114990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -3114999.250000 Penalty: 4993.046875
	Iteration 37Q: 3 clusters Score -3114999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3115002.000000 Penalty: 4993.046875
	Iteration 38Q: 3 clusters Score -3115002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -3115007.500000 Penalty: 4993.046875
	Iteration 39Q: 3 clusters Score -3115008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3115013.250000 Penalty: 4993.046875
	Iteration 40F: 3 clusters Score -3115013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -3115016.750000 Penalty: 4993.046875
	Iteration 41Q: 3 clusters Score -3115017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3115017.750000 Penalty: 4993.046875
	Iteration 42Q: 3 clusters Score -3115018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3115023.500000 Penalty: 4993.046875
	Iteration 43Q: 3 clusters Score -3115024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3115021.750000 Penalty: 4993.046875
	Iteration 44Q: 3 clusters Score -3115022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3115024.500000 Penalty: 4993.046875
	Iteration 45Q: 3 clusters Score -3115024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -3115025.250000 Penalty: 4993.046875
	Iteration 46Q: 3 clusters Score -3115025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3115029.500000 Penalty: 4993.046875
	Iteration 47Q: 3 clusters Score -3115030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -3115030.750000 Penalty: 4993.046875
	Iteration 48Q: 3 clusters Score -3115031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3115029.750000 Penalty: 4993.046875
	Iteration 49Q: 3 clusters Score -3115030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3115032.000000 Penalty: 4993.046875
	Iteration 50Q: 3 clusters Score -3115032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3115030.750000 Penalty: 4993.046875
	Iteration 51Q: 3 clusters Score -3115031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -3115030.750000 Penalty: 4993.046875
	Iteration 52F: 3 clusters Score -3115031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Entering Unmasked Estep 
Score: -1476080.375000 Penalty: 2315.569336
	Iteration 0F: 2 clusters Score -1476080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1467544.500000 Penalty: 4631.138672
	Iteration 0F: 3 clusters Score -1467544 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1470107.625000 Penalty: 4631.138672
	Iteration 1F: 3 clusters Score -1470108 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1470411.375000 Penalty: 4631.138672
	Iteration 2F: 3 clusters Score -1470411 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1470611.125000 Penalty: 4631.138672
	Iteration 3Q: 3 clusters Score -1470611 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1470729.625000 Penalty: 4631.138672
	Iteration 4Q: 3 clusters Score -1470730 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1470842.875000 Penalty: 4631.138672
	Iteration 5Q: 3 clusters Score -1470843 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1470929.750000 Penalty: 4631.138672
	Iteration 6Q: 3 clusters Score -1470930 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1470998.750000 Penalty: 4631.138672
	Iteration 7Q: 3 clusters Score -1470999 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1471073.125000 Penalty: 4631.138672
	Iteration 8Q: 3 clusters Score -1471073 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1471135.625000 Penalty: 4631.138672
	Iteration 9Q: 3 clusters Score -1471136 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1471187.375000 Penalty: 4631.138672
	Iteration 10Q: 3 clusters Score -1471187 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1471223.250000 Penalty: 4631.138672
	Iteration 11Q: 3 clusters Score -1471223 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1471258.375000 Penalty: 4631.138672
	Iteration 12Q: 3 clusters Score -1471258 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1471297.875000 Penalty: 4631.138672
	Iteration 13Q: 3 clusters Score -1471298 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1471344.125000 Penalty: 4631.138672
	Iteration 14Q: 3 clusters Score -1471344 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1471387.250000 Penalty: 4631.138672
	Iteration 15Q: 3 clusters Score -1471387 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1471435.250000 Penalty: 4631.138672
	Iteration 16Q: 3 clusters Score -1471435 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1471483.500000 Penalty: 4631.138672
	Iteration 17Q: 3 clusters Score -1471484 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1471529.375000 Penalty: 4631.138672
	Iteration 18Q: 3 clusters Score -1471529 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1471571.250000 Penalty: 4631.138672
	Iteration 19Q: 3 clusters Score -1471571 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1471619.500000 Penalty: 4631.138672
	Iteration 20F: 3 clusters Score -1471620 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1471676.625000 Penalty: 4631.138672
	Iteration 21Q: 3 clusters Score -1471677 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1471712.625000 Penalty: 4631.138672
	Iteration 22Q: 3 clusters Score -1471713 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1471750.375000 Penalty: 4631.138672
	Iteration 23Q: 3 clusters Score -1471750 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1471795.375000 Penalty: 4631.138672
	Iteration 24Q: 3 clusters Score -1471795 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1471845.750000 Penalty: 4631.138672
	Iteration 25Q: 3 clusters Score -1471846 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1471902.250000 Penalty: 4631.138672
	Iteration 26Q: 3 clusters Score -1471902 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1471982.125000 Penalty: 4631.138672
	Iteration 27Q: 3 clusters Score -1471982 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1472058.750000 Penalty: 4631.138672
	Iteration 28Q: 3 clusters Score -1472059 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1472164.875000 Penalty: 4631.138672
	Iteration 29Q: 3 clusters Score -1472165 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1472290.125000 Penalty: 4631.138672
	Iteration 30Q: 3 clusters Score -1472290 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1472447.000000 Penalty: 4631.138672
	Iteration 31Q: 3 clusters Score -1472447 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1472608.500000 Penalty: 4631.138672
	Iteration 32Q: 3 clusters Score -1472608 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1472733.000000 Penalty: 4631.138672
	Iteration 33Q: 3 clusters Score -1472733 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1472844.000000 Penalty: 4631.138672
	Iteration 34Q: 3 clusters Score -1472844 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1472947.625000 Penalty: 4631.138672
	Iteration 35Q: 3 clusters Score -1472948 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1473017.500000 Penalty: 4631.138672
	Iteration 36Q: 3 clusters Score -1473018 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1473072.875000 Penalty: 4631.138672
	Iteration 37Q: 3 clusters Score -1473073 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1473108.875000 Penalty: 4631.138672
	Iteration 38Q: 3 clusters Score -1473109 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1473138.625000 Penalty: 4631.138672
	Iteration 39Q: 3 clusters Score -1473139 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1473162.250000 Penalty: 4631.138672
	Iteration 40F: 3 clusters Score -1473162 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1473180.000000 Penalty: 4631.138672
	Iteration 41Q: 3 clusters Score -1473180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1473202.750000 Penalty: 4631.138672
	Iteration 42Q: 3 clusters Score -1473203 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1473219.500000 Penalty: 4631.138672
	Iteration 43Q: 3 clusters Score -1473220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1473236.000000 Penalty: 4631.138672
	Iteration 44Q: 3 clusters Score -1473236 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1473253.000000 Penalty: 4631.138672
	Iteration 45Q: 3 clusters Score -1473253 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1473271.125000 Penalty: 4631.138672
	Iteration 46Q: 3 clusters Score -1473271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1473289.625000 Penalty: 4631.138672
	Iteration 47Q: 3 clusters Score -1473290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1473307.625000 Penalty: 4631.138672
	Iteration 48Q: 3 clusters Score -1473308 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1473325.375000 Penalty: 4631.138672
	Iteration 49Q: 3 clusters Score -1473325 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1473338.375000 Penalty: 4631.138672
	Iteration 50Q: 3 clusters Score -1473338 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1473352.375000 Penalty: 4631.138672
	Iteration 51Q: 3 clusters Score -1473352 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1473362.500000 Penalty: 4631.138672
	Iteration 52Q: 3 clusters Score -1473362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1473377.500000 Penalty: 4631.138672
	Iteration 53Q: 3 clusters Score -1473378 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1473385.750000 Penalty: 4631.138672
	Iteration 54Q: 3 clusters Score -1473386 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1473397.625000 Penalty: 4631.138672
	Iteration 55Q: 3 clusters Score -1473398 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1473404.625000 Penalty: 4631.138672
	Iteration 56Q: 3 clusters Score -1473405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1473409.000000 Penalty: 4631.138672
	Iteration 57Q: 3 clusters Score -1473409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1473414.250000 Penalty: 4631.138672
	Iteration 58Q: 3 clusters Score -1473414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1473420.625000 Penalty: 4631.138672
	Iteration 59Q: 3 clusters Score -1473421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1473422.500000 Penalty: 4631.138672
	Iteration 60F: 3 clusters Score -1473422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1473432.500000 Penalty: 4631.138672
	Iteration 61Q: 3 clusters Score -1473432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1473443.500000 Penalty: 4631.138672
	Iteration 62Q: 3 clusters Score -1473444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1473448.375000 Penalty: 4631.138672
	Iteration 63Q: 3 clusters Score -1473448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1473453.500000 Penalty: 4631.138672
	Iteration 64Q: 3 clusters Score -1473454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1473458.250000 Penalty: 4631.138672
	Iteration 65Q: 3 clusters Score -1473458 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1473472.625000 Penalty: 4631.138672
	Iteration 66Q: 3 clusters Score -1473473 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -1473477.500000 Penalty: 4631.138672
	Iteration 67Q: 3 clusters Score -1473478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1473484.250000 Penalty: 4631.138672
	Iteration 68Q: 3 clusters Score -1473484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1473500.625000 Penalty: 4631.138672
	Iteration 69Q: 3 clusters Score -1473501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1473505.875000 Penalty: 4631.138672
	Iteration 70Q: 3 clusters Score -1473506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1473518.250000 Penalty: 4631.138672
	Iteration 71Q: 3 clusters Score -1473518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1473528.000000 Penalty: 4631.138672
	Iteration 72Q: 3 clusters Score -1473528 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1473540.500000 Penalty: 4631.138672
	Iteration 73Q: 3 clusters Score -1473540 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1473553.500000 Penalty: 4631.138672
	Iteration 74Q: 3 clusters Score -1473554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1473567.250000 Penalty: 4631.138672
	Iteration 75Q: 3 clusters Score -1473567 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1473574.750000 Penalty: 4631.138672
	Iteration 76Q: 3 clusters Score -1473575 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1473582.875000 Penalty: 4631.138672
	Iteration 77Q: 3 clusters Score -1473583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1473599.125000 Penalty: 4631.138672
	Iteration 78Q: 3 clusters Score -1473599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1473615.125000 Penalty: 4631.138672
	Iteration 79Q: 3 clusters Score -1473615 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1473627.500000 Penalty: 4631.138672
	Iteration 80F: 3 clusters Score -1473628 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1473638.125000 Penalty: 4631.138672
	Iteration 81Q: 3 clusters Score -1473638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1473649.875000 Penalty: 4631.138672
	Iteration 82Q: 3 clusters Score -1473650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1473665.875000 Penalty: 4631.138672
	Iteration 83Q: 3 clusters Score -1473666 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1473689.625000 Penalty: 4631.138672
	Iteration 84Q: 3 clusters Score -1473690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1473708.375000 Penalty: 4631.138672
	Iteration 85Q: 3 clusters Score -1473708 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1473728.250000 Penalty: 4631.138672
	Iteration 86Q: 3 clusters Score -1473728 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1473740.875000 Penalty: 4631.138672
	Iteration 87Q: 3 clusters Score -1473741 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1473761.625000 Penalty: 4631.138672
	Iteration 88Q: 3 clusters Score -1473762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1473769.750000 Penalty: 4631.138672
	Iteration 89Q: 3 clusters Score -1473770 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1473782.500000 Penalty: 4631.138672
	Iteration 90Q: 3 clusters Score -1473782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1473796.750000 Penalty: 4631.138672
	Iteration 91Q: 3 clusters Score -1473797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1473814.250000 Penalty: 4631.138672
	Iteration 92Q: 3 clusters Score -1473814 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1473830.625000 Penalty: 4631.138672
	Iteration 93Q: 3 clusters Score -1473831 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1473852.250000 Penalty: 4631.138672
	Iteration 94Q: 3 clusters Score -1473852 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -1473862.375000 Penalty: 4631.138672
	Iteration 95Q: 3 clusters Score -1473862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1473875.500000 Penalty: 4631.138672
	Iteration 96Q: 3 clusters Score -1473876 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1473889.625000 Penalty: 4631.138672
	Iteration 97Q: 3 clusters Score -1473890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1473906.750000 Penalty: 4631.138672
	Iteration 98Q: 3 clusters Score -1473907 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1473917.750000 Penalty: 4631.138672
	Iteration 99Q: 3 clusters Score -1473918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1473935.000000 Penalty: 4631.138672
	Iteration 100F: 3 clusters Score -1473935 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1473959.375000 Penalty: 4631.138672
	Iteration 101Q: 3 clusters Score -1473959 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1473988.250000 Penalty: 4631.138672
	Iteration 102Q: 3 clusters Score -1473988 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1474004.250000 Penalty: 4631.138672
	Iteration 103Q: 3 clusters Score -1474004 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1474023.750000 Penalty: 4631.138672
	Iteration 104Q: 3 clusters Score -1474024 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1474051.750000 Penalty: 4631.138672
	Iteration 105Q: 3 clusters Score -1474052 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1474078.375000 Penalty: 4631.138672
	Iteration 106Q: 3 clusters Score -1474078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1474095.500000 Penalty: 4631.138672
	Iteration 107Q: 3 clusters Score -1474096 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1474119.250000 Penalty: 4631.138672
	Iteration 108Q: 3 clusters Score -1474119 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1474143.000000 Penalty: 4631.138672
	Iteration 109Q: 3 clusters Score -1474143 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1474170.750000 Penalty: 4631.138672
	Iteration 110Q: 3 clusters Score -1474171 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1474203.750000 Penalty: 4631.138672
	Iteration 111Q: 3 clusters Score -1474204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1474238.375000 Penalty: 4631.138672
	Iteration 112Q: 3 clusters Score -1474238 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1474265.875000 Penalty: 4631.138672
	Iteration 113Q: 3 clusters Score -1474266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1474294.250000 Penalty: 4631.138672
	Iteration 114Q: 3 clusters Score -1474294 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1474322.500000 Penalty: 4631.138672
	Iteration 115Q: 3 clusters Score -1474322 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1474346.125000 Penalty: 4631.138672
	Iteration 116Q: 3 clusters Score -1474346 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1474357.875000 Penalty: 4631.138672
	Iteration 117Q: 3 clusters Score -1474358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1474375.875000 Penalty: 4631.138672
	Iteration 118Q: 3 clusters Score -1474376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1474390.000000 Penalty: 4631.138672
	Iteration 119Q: 3 clusters Score -1474390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1474400.500000 Penalty: 4631.138672
	Iteration 120F: 3 clusters Score -1474400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1474407.000000 Penalty: 4631.138672
	Iteration 121Q: 3 clusters Score -1474407 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1474413.125000 Penalty: 4631.138672
	Iteration 122Q: 3 clusters Score -1474413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1474418.000000 Penalty: 4631.138672
	Iteration 123Q: 3 clusters Score -1474418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1474429.000000 Penalty: 4631.138672
	Iteration 124Q: 3 clusters Score -1474429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1474435.250000 Penalty: 4631.138672
	Iteration 125Q: 3 clusters Score -1474435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1474440.125000 Penalty: 4631.138672
	Iteration 126Q: 3 clusters Score -1474440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1474449.500000 Penalty: 4631.138672
	Iteration 127Q: 3 clusters Score -1474450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1474462.625000 Penalty: 4631.138672
	Iteration 128Q: 3 clusters Score -1474463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1474473.125000 Penalty: 4631.138672
	Iteration 129Q: 3 clusters Score -1474473 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1474479.625000 Penalty: 4631.138672
	Iteration 130Q: 3 clusters Score -1474480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1474486.375000 Penalty: 4631.138672
	Iteration 131Q: 3 clusters Score -1474486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1474492.750000 Penalty: 4631.138672
	Iteration 132Q: 3 clusters Score -1474493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1474497.625000 Penalty: 4631.138672
	Iteration 133Q: 3 clusters Score -1474498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1474499.750000 Penalty: 4631.138672
	Iteration 134Q: 3 clusters Score -1474500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1474504.625000 Penalty: 4631.138672
	Iteration 135Q: 3 clusters Score -1474505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1474505.750000 Penalty: 4631.138672
	Iteration 136Q: 3 clusters Score -1474506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1474512.125000 Penalty: 4631.138672
	Iteration 137Q: 3 clusters Score -1474512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1474515.625000 Penalty: 4631.138672
	Iteration 138Q: 3 clusters Score -1474516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1474520.625000 Penalty: 4631.138672
	Iteration 139Q: 3 clusters Score -1474521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1474529.875000 Penalty: 4631.138672
	Iteration 140F: 3 clusters Score -1474530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1474534.125000 Penalty: 4631.138672
	Iteration 141Q: 3 clusters Score -1474534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1474534.500000 Penalty: 4631.138672
	Iteration 142Q: 3 clusters Score -1474534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1474541.000000 Penalty: 4631.138672
	Iteration 143Q: 3 clusters Score -1474541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1474542.125000 Penalty: 4631.138672
	Iteration 144Q: 3 clusters Score -1474542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1474547.125000 Penalty: 4631.138672
	Iteration 145Q: 3 clusters Score -1474547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1474550.250000 Penalty: 4631.138672
	Iteration 146Q: 3 clusters Score -1474550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1474556.375000 Penalty: 4631.138672
	Iteration 147Q: 3 clusters Score -1474556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1474565.000000 Penalty: 4631.138672
	Iteration 148Q: 3 clusters Score -1474565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1474567.875000 Penalty: 4631.138672
	Iteration 149Q: 3 clusters Score -1474568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1474569.125000 Penalty: 4631.138672
	Iteration 150Q: 3 clusters Score -1474569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1474569.250000 Penalty: 4631.138672
	Iteration 151Q: 3 clusters Score -1474569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1474572.500000 Penalty: 4631.138672
	Iteration 152Q: 3 clusters Score -1474572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1474574.250000 Penalty: 4631.138672
	Iteration 153Q: 3 clusters Score -1474574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1474573.625000 Penalty: 4631.138672
	Iteration 154Q: 3 clusters Score -1474574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1474574.375000 Penalty: 4631.138672
	Iteration 155Q: 3 clusters Score -1474574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1474578.250000 Penalty: 4631.138672
	Iteration 156Q: 3 clusters Score -1474578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1474579.375000 Penalty: 4631.138672
	Iteration 157Q: 3 clusters Score -1474579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1474580.125000 Penalty: 4631.138672
	Iteration 158Q: 3 clusters Score -1474580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1474579.000000 Penalty: 4631.138672
	Iteration 159Q: 3 clusters Score -1474579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1474579.750000 Penalty: 4631.138672
	Iteration 160F: 3 clusters Score -1474580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Entering Unmasked Estep 
Score: -3214488.750000 Penalty: 2518.214600
	Iteration 0F: 2 clusters Score -3214489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -3196695.250000 Penalty: 5036.429199
	Iteration 0F: 3 clusters Score -3196695 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -3203274.000000 Penalty: 5036.429199
	Iteration 1F: 3 clusters Score -3203274 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -3204315.250000 Penalty: 5036.429199
	Iteration 2F: 3 clusters Score -3204315 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -3205444.750000 Penalty: 5036.429199
	Iteration 3F: 3 clusters Score -3205445 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3206544.000000 Penalty: 5036.429199
	Iteration 4F: 3 clusters Score -3206544 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -3207417.500000 Penalty: 5036.429199
	Iteration 5F: 3 clusters Score -3207418 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3208242.500000 Penalty: 5036.429199
	Iteration 6F: 3 clusters Score -3208242 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3209083.500000 Penalty: 5036.429199
	Iteration 7Q: 3 clusters Score -3209084 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -3209859.250000 Penalty: 5036.429199
	Iteration 8Q: 3 clusters Score -3209859 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -3210471.000000 Penalty: 5036.429199
	Iteration 9Q: 3 clusters Score -3210471 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -3210939.250000 Penalty: 5036.429199
	Iteration 10Q: 3 clusters Score -3210939 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -3211333.500000 Penalty: 5036.429199
	Iteration 11Q: 3 clusters Score -3211334 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -3211617.500000 Penalty: 5036.429199
	Iteration 12Q: 3 clusters Score -3211618 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3211808.250000 Penalty: 5036.429199
	Iteration 13Q: 3 clusters Score -3211808 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3211981.250000 Penalty: 5036.429199
	Iteration 14Q: 3 clusters Score -3211981 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3212105.500000 Penalty: 5036.429199
	Iteration 15Q: 3 clusters Score -3212106 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -3212210.000000 Penalty: 5036.429199
	Iteration 16Q: 3 clusters Score -3212210 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3212270.000000 Penalty: 5036.429199
	Iteration 17Q: 3 clusters Score -3212270 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -3212352.250000 Penalty: 5036.429199
	Iteration 18Q: 3 clusters Score -3212352 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3212420.000000 Penalty: 5036.429199
	Iteration 19Q: 3 clusters Score -3212420 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -3212461.500000 Penalty: 5036.429199
	Iteration 20F: 3 clusters Score -3212462 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -3212500.500000 Penalty: 5036.429199
	Iteration 21Q: 3 clusters Score -3212500 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -3212529.250000 Penalty: 5036.429199
	Iteration 22Q: 3 clusters Score -3212529 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3212571.250000 Penalty: 5036.429199
	Iteration 23Q: 3 clusters Score -3212571 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3212573.250000 Penalty: 5036.429199
	Iteration 24Q: 3 clusters Score -3212573 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3212588.250000 Penalty: 5036.429199
	Iteration 25Q: 3 clusters Score -3212588 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -3212609.500000 Penalty: 5036.429199
	Iteration 26Q: 3 clusters Score -3212610 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -3212626.250000 Penalty: 5036.429199
	Iteration 27Q: 3 clusters Score -3212626 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3212648.500000 Penalty: 5036.429199
	Iteration 28Q: 3 clusters Score -3212648 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3212660.750000 Penalty: 5036.429199
	Iteration 29Q: 3 clusters Score -3212661 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -3212678.250000 Penalty: 5036.429199
	Iteration 30Q: 3 clusters Score -3212678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -3212689.750000 Penalty: 5036.429199
	Iteration 31Q: 3 clusters Score -3212690 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -3212705.500000 Penalty: 5036.429199
	Iteration 32Q: 3 clusters Score -3212706 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -3212719.500000 Penalty: 5036.429199
	Iteration 33Q: 3 clusters Score -3212720 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -3212742.500000 Penalty: 5036.429199
	Iteration 34Q: 3 clusters Score -3212742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -3212761.750000 Penalty: 5036.429199
	Iteration 35Q: 3 clusters Score -3212762 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -3212781.250000 Penalty: 5036.429199
	Iteration 36Q: 3 clusters Score -3212781 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -3212804.000000 Penalty: 5036.429199
	Iteration 37Q: 3 clusters Score -3212804 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3212809.000000 Penalty: 5036.429199
	Iteration 38Q: 3 clusters Score -3212809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -3212805.750000 Penalty: 5036.429199
	Iteration 39Q: 3 clusters Score -3212806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -3212816.750000 Penalty: 5036.429199
	Iteration 40F: 3 clusters Score -3212817 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -3212833.750000 Penalty: 5036.429199
	Iteration 41Q: 3 clusters Score -3212834 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -3212848.750000 Penalty: 5036.429199
	Iteration 42Q: 3 clusters Score -3212849 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -3212870.500000 Penalty: 5036.429199
	Iteration 43Q: 3 clusters Score -3212870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3212889.750000 Penalty: 5036.429199
	Iteration 44Q: 3 clusters Score -3212890 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -3212891.000000 Penalty: 5036.429199
	Iteration 45Q: 3 clusters Score -3212891 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -3212903.500000 Penalty: 5036.429199
	Iteration 46Q: 3 clusters Score -3212904 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -3212917.750000 Penalty: 5036.429199
	Iteration 47Q: 3 clusters Score -3212918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3212930.500000 Penalty: 5036.429199
	Iteration 48Q: 3 clusters Score -3212930 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -3212941.250000 Penalty: 5036.429199
	Iteration 49Q: 3 clusters Score -3212941 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3212953.000000 Penalty: 5036.429199
	Iteration 50Q: 3 clusters Score -3212953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -3212968.750000 Penalty: 5036.429199
	Iteration 51Q: 3 clusters Score -3212969 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -3212988.000000 Penalty: 5036.429199
	Iteration 52Q: 3 clusters Score -3212988 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -3212996.750000 Penalty: 5036.429199
	Iteration 53Q: 3 clusters Score -3212997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -3213015.750000 Penalty: 5036.429199
	Iteration 54Q: 3 clusters Score -3213016 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3213028.250000 Penalty: 5036.429199
	Iteration 55Q: 3 clusters Score -3213028 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -3213043.250000 Penalty: 5036.429199
	Iteration 56Q: 3 clusters Score -3213043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -3213061.000000 Penalty: 5036.429199
	Iteration 57Q: 3 clusters Score -3213061 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3213075.000000 Penalty: 5036.429199
	Iteration 58Q: 3 clusters Score -3213075 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -3213094.750000 Penalty: 5036.429199
	Iteration 59Q: 3 clusters Score -3213095 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3213121.250000 Penalty: 5036.429199
	Iteration 60F: 3 clusters Score -3213121 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 21845 members 
Entering Unmasked Estep 
Score: -3213130.250000 Penalty: 5036.429199
	Iteration 61Q: 3 clusters Score -3213130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -3213154.250000 Penalty: 5036.429199
	Iteration 62Q: 3 clusters Score -3213154 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -3213166.750000 Penalty: 5036.429199
	Iteration 63Q: 3 clusters Score -3213167 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -3213194.000000 Penalty: 5036.429199
	Iteration 64Q: 3 clusters Score -3213194 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -3213216.000000 Penalty: 5036.429199
	Iteration 65Q: 3 clusters Score -3213216 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -3213231.250000 Penalty: 5036.429199
	Iteration 66Q: 3 clusters Score -3213231 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -3213239.750000 Penalty: 5036.429199
	Iteration 67Q: 3 clusters Score -3213240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3213247.500000 Penalty: 5036.429199
	Iteration 68Q: 3 clusters Score -3213248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -3213264.750000 Penalty: 5036.429199
	Iteration 69Q: 3 clusters Score -3213265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3213272.000000 Penalty: 5036.429199
	Iteration 70Q: 3 clusters Score -3213272 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -3213272.500000 Penalty: 5036.429199
	Iteration 71Q: 3 clusters Score -3213272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -3213288.750000 Penalty: 5036.429199
	Iteration 72Q: 3 clusters Score -3213289 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -3213295.000000 Penalty: 5036.429199
	Iteration 73Q: 3 clusters Score -3213295 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -3213301.000000 Penalty: 5036.429199
	Iteration 74Q: 3 clusters Score -3213301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -3213316.000000 Penalty: 5036.429199
	Iteration 75Q: 3 clusters Score -3213316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -3213326.500000 Penalty: 5036.429199
	Iteration 76Q: 3 clusters Score -3213326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -3213334.250000 Penalty: 5036.429199
	Iteration 77Q: 3 clusters Score -3213334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3213345.250000 Penalty: 5036.429199
	Iteration 78Q: 3 clusters Score -3213345 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -3213353.250000 Penalty: 5036.429199
	Iteration 79Q: 3 clusters Score -3213353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3213367.000000 Penalty: 5036.429199
	Iteration 80F: 3 clusters Score -3213367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -3213383.250000 Penalty: 5036.429199
	Iteration 81Q: 3 clusters Score -3213383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -3213385.500000 Penalty: 5036.429199
	Iteration 82Q: 3 clusters Score -3213386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -3213391.000000 Penalty: 5036.429199
	Iteration 83Q: 3 clusters Score -3213391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -3213401.500000 Penalty: 5036.429199
	Iteration 84Q: 3 clusters Score -3213402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3213404.250000 Penalty: 5036.429199
	Iteration 85Q: 3 clusters Score -3213404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3213416.000000 Penalty: 5036.429199
	Iteration 86Q: 3 clusters Score -3213416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -3213429.250000 Penalty: 5036.429199
	Iteration 87Q: 3 clusters Score -3213429 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3213434.250000 Penalty: 5036.429199
	Iteration 88Q: 3 clusters Score -3213434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3213441.500000 Penalty: 5036.429199
	Iteration 89Q: 3 clusters Score -3213442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -3213461.250000 Penalty: 5036.429199
	Iteration 90Q: 3 clusters Score -3213461 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -3213468.500000 Penalty: 5036.429199
	Iteration 91Q: 3 clusters Score -3213468 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -3213474.750000 Penalty: 5036.429199
	Iteration 92Q: 3 clusters Score -3213475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -3213483.500000 Penalty: 5036.429199
	Iteration 93Q: 3 clusters Score -3213484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -3213485.500000 Penalty: 5036.429199
	Iteration 94Q: 3 clusters Score -3213486 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -3213495.250000 Penalty: 5036.429199
	Iteration 95Q: 3 clusters Score -3213495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -3213498.500000 Penalty: 5036.429199
	Iteration 96Q: 3 clusters Score -3213498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3213515.750000 Penalty: 5036.429199
	Iteration 97Q: 3 clusters Score -3213516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3213517.750000 Penalty: 5036.429199
	Iteration 98Q: 3 clusters Score -3213518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3213519.500000 Penalty: 5036.429199
	Iteration 99Q: 3 clusters Score -3213520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3213525.750000 Penalty: 5036.429199
	Iteration 100F: 3 clusters Score -3213526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -3213520.750000 Penalty: 5036.429199
	Iteration 101Q: 3 clusters Score -3213521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -3213523.250000 Penalty: 5036.429199
	Iteration 102Q: 3 clusters Score -3213523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3213524.500000 Penalty: 5036.429199
	Iteration 103Q: 3 clusters Score -3213524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -3213527.000000 Penalty: 5036.429199
	Iteration 104Q: 3 clusters Score -3213527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3213528.750000 Penalty: 5036.429199
	Iteration 105Q: 3 clusters Score -3213529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3213527.750000 Penalty: 5036.429199
	Iteration 106Q: 3 clusters Score -3213528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -3213529.000000 Penalty: 5036.429199
	Iteration 107Q: 3 clusters Score -3213529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3213531.750000 Penalty: 5036.429199
	Iteration 108Q: 3 clusters Score -3213532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3213531.500000 Penalty: 5036.429199
	Iteration 109Q: 3 clusters Score -3213532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3213530.750000 Penalty: 5036.429199
	Iteration 110Q: 3 clusters Score -3213531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -3213532.250000 Penalty: 5036.429199
	Iteration 111Q: 3 clusters Score -3213532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3213535.000000 Penalty: 5036.429199
	Iteration 112Q: 3 clusters Score -3213535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3213534.000000 Penalty: 5036.429199
	Iteration 113Q: 3 clusters Score -3213534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3213534.000000 Penalty: 5036.429199
	Iteration 114Q: 3 clusters Score -3213534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -3213536.250000 Penalty: 5036.429199
	Iteration 115Q: 3 clusters Score -3213536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -3213538.000000 Penalty: 5036.429199
	Iteration 116Q: 3 clusters Score -3213538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -3213539.750000 Penalty: 5036.429199
	Iteration 117Q: 3 clusters Score -3213540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3213535.750000 Penalty: 5036.429199
	Iteration 118Q: 3 clusters Score -3213536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -3213539.000000 Penalty: 5036.429199
	Iteration 119Q: 3 clusters Score -3213539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3213540.500000 Penalty: 5036.429199
	Iteration 120F: 3 clusters Score -3213540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (145157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145157 members 
Entering Unmasked Estep 
Score: -19909536.000000 Penalty: 2947.621826
	Iteration 0F: 2 clusters Score -1.990954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72457 members 
Mstep: Class 2 contains 72700 members 
Entering Unmasked Estep 
Score: -19814122.000000 Penalty: 5895.243652
	Iteration 0F: 3 clusters Score -1.981412e+07 nChanged 69129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 75459 members 
Entering Unmasked Estep 
Score: -19853804.000000 Penalty: 5895.243652
	Iteration 1F: 3 clusters Score -1.98538e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67615 members 
Mstep: Class 2 contains 77542 members 
Entering Unmasked Estep 
Score: -19855532.000000 Penalty: 5895.243652
	Iteration 2Q: 3 clusters Score -1.985553e+07 nChanged 6208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64531 members 
Mstep: Class 2 contains 80626 members 
Entering Unmasked Estep 
Score: -19857948.000000 Penalty: 5895.243652
	Iteration 3Q: 3 clusters Score -1.985795e+07 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -19861378.000000 Penalty: 5895.243652
	Iteration 4F: 3 clusters Score -1.986138e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 91047 members 
Entering Unmasked Estep 
Score: -19866208.000000 Penalty: 5895.243652
	Iteration 5F: 3 clusters Score -1.986621e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 98534 members 
Entering Unmasked Estep 
Score: -19872530.000000 Penalty: 5895.243652
	Iteration 6F: 3 clusters Score -1.987253e+07 nChanged 10450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 106998 members 
Entering Unmasked Estep 
Score: -19879950.000000 Penalty: 5895.243652
	Iteration 7F: 3 clusters Score -1.987995e+07 nChanged 10045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 115773 members 
Entering Unmasked Estep 
Score: -19887348.000000 Penalty: 5895.243652
	Iteration 8F: 3 clusters Score -1.988735e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 123877 members 
Entering Unmasked Estep 
Score: -19893702.000000 Penalty: 5895.243652
	Iteration 9F: 3 clusters Score -1.98937e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 130579 members 
Entering Unmasked Estep 
Score: -19898808.000000 Penalty: 5895.243652
	Iteration 10Q: 3 clusters Score -1.989881e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 135511 members 
Entering Unmasked Estep 
Score: -19902142.000000 Penalty: 5895.243652
	Iteration 11Q: 3 clusters Score -1.990214e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 138738 members 
Entering Unmasked Estep 
Score: -19904320.000000 Penalty: 5895.243652
	Iteration 12Q: 3 clusters Score -1.990432e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 140754 members 
Entering Unmasked Estep 
Score: -19905590.000000 Penalty: 5895.243652
	Iteration 13Q: 3 clusters Score -1.990559e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 141888 members 
Entering Unmasked Estep 
Score: -19906138.000000 Penalty: 5895.243652
	Iteration 14Q: 3 clusters Score -1.990614e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 142592 members 
Entering Unmasked Estep 
Score: -19906494.000000 Penalty: 5895.243652
	Iteration 15Q: 3 clusters Score -1.990649e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 143031 members 
Entering Unmasked Estep 
Score: -19906762.000000 Penalty: 5895.243652
	Iteration 16Q: 3 clusters Score -1.990676e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 143311 members 
Entering Unmasked Estep 
Score: -19906902.000000 Penalty: 5895.243652
	Iteration 17Q: 3 clusters Score -1.99069e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 143494 members 
Entering Unmasked Estep 
Score: -19906956.000000 Penalty: 5895.243652
	Iteration 18Q: 3 clusters Score -1.990696e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 143624 members 
Entering Unmasked Estep 
Score: -19907024.000000 Penalty: 5895.243652
	Iteration 19Q: 3 clusters Score -1.990702e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 143711 members 
Entering Unmasked Estep 
Score: -19907050.000000 Penalty: 5895.243652
	Iteration 20F: 3 clusters Score -1.990705e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 143780 members 
Entering Unmasked Estep 
Score: -19907102.000000 Penalty: 5895.243652
	Iteration 21Q: 3 clusters Score -1.99071e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 143835 members 
Entering Unmasked Estep 
Score: -19907138.000000 Penalty: 5895.243652
	Iteration 22Q: 3 clusters Score -1.990714e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 143884 members 
Entering Unmasked Estep 
Score: -19907176.000000 Penalty: 5895.243652
	Iteration 23Q: 3 clusters Score -1.990718e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 143924 members 
Entering Unmasked Estep 
Score: -19907204.000000 Penalty: 5895.243652
	Iteration 24Q: 3 clusters Score -1.99072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 143945 members 
Entering Unmasked Estep 
Score: -19907236.000000 Penalty: 5895.243652
	Iteration 25Q: 3 clusters Score -1.990724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 143958 members 
Entering Unmasked Estep 
Score: -19907238.000000 Penalty: 5895.243652
	Iteration 26Q: 3 clusters Score -1.990724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 143968 members 
Entering Unmasked Estep 
Score: -19907240.000000 Penalty: 5895.243652
	Iteration 27Q: 3 clusters Score -1.990724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 143972 members 
Entering Unmasked Estep 
Score: -19907226.000000 Penalty: 5895.243652
	Iteration 28Q: 3 clusters Score -1.990723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 143974 members 
Entering Unmasked Estep 
Score: -19907242.000000 Penalty: 5895.243652
	Iteration 29Q: 3 clusters Score -1.990724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 143977 members 
Entering Unmasked Estep 
Score: -19907234.000000 Penalty: 5895.243652
	Iteration 30Q: 3 clusters Score -1.990723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 143983 members 
Entering Unmasked Estep 
Score: -19907232.000000 Penalty: 5895.243652
	Iteration 31Q: 3 clusters Score -1.990723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 143991 members 
Entering Unmasked Estep 
Score: -19907218.000000 Penalty: 5895.243652
	Iteration 32Q: 3 clusters Score -1.990722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 143996 members 
Entering Unmasked Estep 
Score: -19907236.000000 Penalty: 5895.243652
	Iteration 33Q: 3 clusters Score -1.990724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 144002 members 
Entering Unmasked Estep 
Score: -19907226.000000 Penalty: 5895.243652
	Iteration 34Q: 3 clusters Score -1.990723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 144006 members 
Entering Unmasked Estep 
Score: -19907246.000000 Penalty: 5895.243652
	Iteration 35Q: 3 clusters Score -1.990725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 144007 members 
Entering Unmasked Estep 
Score: -19907248.000000 Penalty: 5895.243652
	Iteration 36Q: 3 clusters Score -1.990725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 144012 members 
Entering Unmasked Estep 
Score: -19907242.000000 Penalty: 5895.243652
	Iteration 37Q: 3 clusters Score -1.990724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 144018 members 
Entering Unmasked Estep 
Score: -19907248.000000 Penalty: 5895.243652
	Iteration 38Q: 3 clusters Score -1.990725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 144018 members 
Entering Unmasked Estep 
Score: -19907250.000000 Penalty: 5895.243652
	Iteration 39Q: 3 clusters Score -1.990725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 144022 members 
Entering Unmasked Estep 
Score: -19907242.000000 Penalty: 5895.243652
	Iteration 40F: 3 clusters Score -1.990724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 144023 members 
Entering Unmasked Estep 
Score: -19907242.000000 Penalty: 5895.243652
	Iteration 41Q: 3 clusters Score -1.990724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 144026 members 
Entering Unmasked Estep 
Score: -19907246.000000 Penalty: 5895.243652
	Iteration 42Q: 3 clusters Score -1.990725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 144027 members 
Entering Unmasked Estep 
Score: -19907242.000000 Penalty: 5895.243652
	Iteration 43Q: 3 clusters Score -1.990724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 144028 members 
Entering Unmasked Estep 
Score: -19907244.000000 Penalty: 5895.243652
	Iteration 44Q: 3 clusters Score -1.990724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 144031 members 
Entering Unmasked Estep 
Score: -19907244.000000 Penalty: 5895.243652
	Iteration 45Q: 3 clusters Score -1.990724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 144034 members 
Entering Unmasked Estep 
Score: -19907252.000000 Penalty: 5895.243652
	Iteration 46Q: 3 clusters Score -1.990725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 144035 members 
Entering Unmasked Estep 
Score: -19907246.000000 Penalty: 5895.243652
	Iteration 47Q: 3 clusters Score -1.990725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 144037 members 
Entering Unmasked Estep 
Score: -19907248.000000 Penalty: 5895.243652
	Iteration 48Q: 3 clusters Score -1.990725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 144039 members 
Entering Unmasked Estep 
Score: -19907248.000000 Penalty: 5895.243652
	Iteration 49Q: 3 clusters Score -1.990725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 144043 members 
Entering Unmasked Estep 
Score: -19907252.000000 Penalty: 5895.243652
	Iteration 50Q: 3 clusters Score -1.990725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 144048 members 
Entering Unmasked Estep 
Score: -19907244.000000 Penalty: 5895.243652
	Iteration 51Q: 3 clusters Score -1.990724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 144053 members 
Entering Unmasked Estep 
Score: -19907242.000000 Penalty: 5895.243652
	Iteration 52Q: 3 clusters Score -1.990724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 144062 members 
Entering Unmasked Estep 
Score: -19907242.000000 Penalty: 5895.243652
	Iteration 53Q: 3 clusters Score -1.990724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 144068 members 
Entering Unmasked Estep 
Score: -19907260.000000 Penalty: 5895.243652
	Iteration 54Q: 3 clusters Score -1.990726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 144072 members 
Entering Unmasked Estep 
Score: -19907248.000000 Penalty: 5895.243652
	Iteration 55Q: 3 clusters Score -1.990725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 144075 members 
Entering Unmasked Estep 
Score: -19907264.000000 Penalty: 5895.243652
	Iteration 56Q: 3 clusters Score -1.990726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 144077 members 
Entering Unmasked Estep 
Score: -19907264.000000 Penalty: 5895.243652
	Iteration 57Q: 3 clusters Score -1.990726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 144079 members 
Entering Unmasked Estep 
Score: -19907260.000000 Penalty: 5895.243652
	Iteration 58Q: 3 clusters Score -1.990726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 144081 members 
Entering Unmasked Estep 
Score: -19907260.000000 Penalty: 5895.243652
	Iteration 59Q: 3 clusters Score -1.990726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 144083 members 
Entering Unmasked Estep 
Score: -19907252.000000 Penalty: 5895.243652
	Iteration 60F: 3 clusters Score -1.990725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 144084 members 
Entering Unmasked Estep 
Score: -19907238.000000 Penalty: 5895.243652
	Iteration 61Q: 3 clusters Score -1.990724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 144087 members 
Entering Unmasked Estep 
Score: -19907252.000000 Penalty: 5895.243652
	Iteration 62Q: 3 clusters Score -1.990725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 144091 members 
Entering Unmasked Estep 
Score: -19907264.000000 Penalty: 5895.243652
	Iteration 63Q: 3 clusters Score -1.990726e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 144095 members 
Entering Unmasked Estep 
Score: -19907272.000000 Penalty: 5895.243652
	Iteration 64Q: 3 clusters Score -1.990727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 144100 members 
Entering Unmasked Estep 
Score: -19907262.000000 Penalty: 5895.243652
	Iteration 65Q: 3 clusters Score -1.990726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 144102 members 
Entering Unmasked Estep 
Score: -19907248.000000 Penalty: 5895.243652
	Iteration 66Q: 3 clusters Score -1.990725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 144103 members 
Entering Unmasked Estep 
Score: -19907260.000000 Penalty: 5895.243652
	Iteration 67Q: 3 clusters Score -1.990726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 144109 members 
Entering Unmasked Estep 
Score: -19907262.000000 Penalty: 5895.243652
	Iteration 68Q: 3 clusters Score -1.990726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 144117 members 
Entering Unmasked Estep 
Score: -19907268.000000 Penalty: 5895.243652
	Iteration 69Q: 3 clusters Score -1.990727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 144122 members 
Entering Unmasked Estep 
Score: -19907260.000000 Penalty: 5895.243652
	Iteration 70Q: 3 clusters Score -1.990726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 144128 members 
Entering Unmasked Estep 
Score: -19907266.000000 Penalty: 5895.243652
	Iteration 71Q: 3 clusters Score -1.990727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 144129 members 
Entering Unmasked Estep 
Score: -19907248.000000 Penalty: 5895.243652
	Iteration 72Q: 3 clusters Score -1.990725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 144131 members 
Entering Unmasked Estep 
Score: -19907260.000000 Penalty: 5895.243652
	Iteration 73Q: 3 clusters Score -1.990726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 144133 members 
Entering Unmasked Estep 
Score: -19907266.000000 Penalty: 5895.243652
	Iteration 74Q: 3 clusters Score -1.990727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 144136 members 
Entering Unmasked Estep 
Score: -19907268.000000 Penalty: 5895.243652
	Iteration 75Q: 3 clusters Score -1.990727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 144141 members 
Entering Unmasked Estep 
Score: -19907274.000000 Penalty: 5895.243652
	Iteration 76Q: 3 clusters Score -1.990727e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 144144 members 
Entering Unmasked Estep 
Score: -19907280.000000 Penalty: 5895.243652
	Iteration 77Q: 3 clusters Score -1.990728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 144148 members 
Entering Unmasked Estep 
Score: -19907278.000000 Penalty: 5895.243652
	Iteration 78Q: 3 clusters Score -1.990728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 144153 members 
Entering Unmasked Estep 
Score: -19907262.000000 Penalty: 5895.243652
	Iteration 79Q: 3 clusters Score -1.990726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 144155 members 
Entering Unmasked Estep 
Score: -19907274.000000 Penalty: 5895.243652
	Iteration 80F: 3 clusters Score -1.990727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 144157 members 
Entering Unmasked Estep 
Score: -19907280.000000 Penalty: 5895.243652
	Iteration 81Q: 3 clusters Score -1.990728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 144156 members 
Entering Unmasked Estep 
Score: -19907286.000000 Penalty: 5895.243652
	Iteration 82Q: 3 clusters Score -1.990729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 144155 members 
Entering Unmasked Estep 
Score: -19907276.000000 Penalty: 5895.243652
	Iteration 83Q: 3 clusters Score -1.990728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 144157 members 
Entering Unmasked Estep 
Score: -19907274.000000 Penalty: 5895.243652
	Iteration 84Q: 3 clusters Score -1.990727e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 144159 members 
Entering Unmasked Estep 
Score: -19907278.000000 Penalty: 5895.243652
	Iteration 85Q: 3 clusters Score -1.990728e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 144160 members 
Entering Unmasked Estep 
Score: -19907290.000000 Penalty: 5895.243652
	Iteration 86Q: 3 clusters Score -1.990729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 144160 members 
Entering Unmasked Estep 
Score: -19907290.000000 Penalty: 5895.243652
	Iteration 87F: 3 clusters Score -1.990729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -29053.767578 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -29053.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -27867.521484 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -27867.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27919.763672 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -27919.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -27934.097656 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -27934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27939.546875 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -27939.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27939.546875 Penalty: 2710.060547
	Iteration 4F: 3 clusters Score -27939.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Entering Unmasked Estep 
Score: -1010929.000000 Penalty: 2205.435791
	Iteration 0F: 2 clusters Score -1010929 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 3668 members 
Entering Unmasked Estep 
Score: -1005050.375000 Penalty: 4410.871582
	Iteration 0F: 3 clusters Score -1005050 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1006605.812500 Penalty: 4410.871582
	Iteration 1F: 3 clusters Score -1006606 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1006891.187500 Penalty: 4410.871582
	Iteration 2F: 3 clusters Score -1006891 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1007134.812500 Penalty: 4410.871582
	Iteration 3F: 3 clusters Score -1007135 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1007402.375000 Penalty: 4410.871582
	Iteration 4F: 3 clusters Score -1007402 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1007707.312500 Penalty: 4410.871582
	Iteration 5F: 3 clusters Score -1007707 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1008019.375000 Penalty: 4410.871582
	Iteration 6F: 3 clusters Score -1008019 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1008360.187500 Penalty: 4410.871582
	Iteration 7F: 3 clusters Score -1008360 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1008741.812500 Penalty: 4410.871582
	Iteration 8F: 3 clusters Score -1008742 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1009087.625000 Penalty: 4410.871582
	Iteration 9Q: 3 clusters Score -1009088 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1009304.437500 Penalty: 4410.871582
	Iteration 10Q: 3 clusters Score -1009304 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1009438.000000 Penalty: 4410.871582
	Iteration 11Q: 3 clusters Score -1009438 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1009516.187500 Penalty: 4410.871582
	Iteration 12Q: 3 clusters Score -1009516 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1009570.062500 Penalty: 4410.871582
	Iteration 13Q: 3 clusters Score -1009570 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1009633.062500 Penalty: 4410.871582
	Iteration 14Q: 3 clusters Score -1009633 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1009694.437500 Penalty: 4410.871582
	Iteration 15Q: 3 clusters Score -1009694 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1009752.062500 Penalty: 4410.871582
	Iteration 16Q: 3 clusters Score -1009752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1009802.437500 Penalty: 4410.871582
	Iteration 17Q: 3 clusters Score -1009802 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1009842.187500 Penalty: 4410.871582
	Iteration 18Q: 3 clusters Score -1009842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1009874.625000 Penalty: 4410.871582
	Iteration 19Q: 3 clusters Score -1009875 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1009897.062500 Penalty: 4410.871582
	Iteration 20F: 3 clusters Score -1009897 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1009921.937500 Penalty: 4410.871582
	Iteration 21Q: 3 clusters Score -1009922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1009950.187500 Penalty: 4410.871582
	Iteration 22Q: 3 clusters Score -1009950 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1009970.937500 Penalty: 4410.871582
	Iteration 23Q: 3 clusters Score -1009971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1009987.000000 Penalty: 4410.871582
	Iteration 24Q: 3 clusters Score -1009987 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1009999.937500 Penalty: 4410.871582
	Iteration 25Q: 3 clusters Score -1010000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1010006.312500 Penalty: 4410.871582
	Iteration 26Q: 3 clusters Score -1010006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1010011.562500 Penalty: 4410.871582
	Iteration 27Q: 3 clusters Score -1010012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1010014.187500 Penalty: 4410.871582
	Iteration 28Q: 3 clusters Score -1010014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1010018.812500 Penalty: 4410.871582
	Iteration 29Q: 3 clusters Score -1010019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1010021.000000 Penalty: 4410.871582
	Iteration 30Q: 3 clusters Score -1010021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1010023.937500 Penalty: 4410.871582
	Iteration 31Q: 3 clusters Score -1010024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1010028.000000 Penalty: 4410.871582
	Iteration 32Q: 3 clusters Score -1010028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1010027.062500 Penalty: 4410.871582
	Iteration 33Q: 3 clusters Score -1010027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1010026.312500 Penalty: 4410.871582
	Iteration 34Q: 3 clusters Score -1010026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1010028.437500 Penalty: 4410.871582
	Iteration 35Q: 3 clusters Score -1010028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1010028.437500 Penalty: 4410.871582
	Iteration 36F: 3 clusters Score -1010028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -64492.296875 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -64492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62996.078125 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -62996.08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -63171.027344 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -63171.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63212.882812 Penalty: 3068.359619
	Iteration 2F: 3 clusters Score -63212.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63231.875000 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -63231.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63250.441406 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -63250.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63256.937500 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -63256.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63259.820312 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -63259.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -63261.648438 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -63261.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63262.074219 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -63262.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63262.074219 Penalty: 3068.359619
	Iteration 9F: 3 clusters Score -63262.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Entering Unmasked Estep 
Score: -911054.562500 Penalty: 2195.708984
	Iteration 0F: 2 clusters Score -911054.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -905335.250000 Penalty: 4391.417969
	Iteration 0F: 3 clusters Score -905335.2 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -906970.375000 Penalty: 4391.417969
	Iteration 1F: 3 clusters Score -906970.4 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -907384.312500 Penalty: 4391.417969
	Iteration 2F: 3 clusters Score -907384.3 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -907749.750000 Penalty: 4391.417969
	Iteration 3F: 3 clusters Score -907749.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -908076.187500 Penalty: 4391.417969
	Iteration 4F: 3 clusters Score -908076.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -908372.812500 Penalty: 4391.417969
	Iteration 5F: 3 clusters Score -908372.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -908653.250000 Penalty: 4391.417969
	Iteration 6F: 3 clusters Score -908653.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -908861.625000 Penalty: 4391.417969
	Iteration 7Q: 3 clusters Score -908861.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -909012.062500 Penalty: 4391.417969
	Iteration 8Q: 3 clusters Score -909012.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -909117.875000 Penalty: 4391.417969
	Iteration 9Q: 3 clusters Score -909117.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -909182.250000 Penalty: 4391.417969
	Iteration 10Q: 3 clusters Score -909182.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -909246.812500 Penalty: 4391.417969
	Iteration 11Q: 3 clusters Score -909246.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -909313.687500 Penalty: 4391.417969
	Iteration 12Q: 3 clusters Score -909313.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -909375.625000 Penalty: 4391.417969
	Iteration 13Q: 3 clusters Score -909375.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -909428.187500 Penalty: 4391.417969
	Iteration 14Q: 3 clusters Score -909428.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -909489.000000 Penalty: 4391.417969
	Iteration 15Q: 3 clusters Score -909489 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -909539.937500 Penalty: 4391.417969
	Iteration 16Q: 3 clusters Score -909539.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -909577.812500 Penalty: 4391.417969
	Iteration 17Q: 3 clusters Score -909577.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -909604.500000 Penalty: 4391.417969
	Iteration 18Q: 3 clusters Score -909604.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -909640.500000 Penalty: 4391.417969
	Iteration 19Q: 3 clusters Score -909640.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -909665.125000 Penalty: 4391.417969
	Iteration 20F: 3 clusters Score -909665.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -909684.250000 Penalty: 4391.417969
	Iteration 21Q: 3 clusters Score -909684.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -909700.812500 Penalty: 4391.417969
	Iteration 22Q: 3 clusters Score -909700.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -909712.625000 Penalty: 4391.417969
	Iteration 23Q: 3 clusters Score -909712.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -909724.125000 Penalty: 4391.417969
	Iteration 24Q: 3 clusters Score -909724.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -909732.812500 Penalty: 4391.417969
	Iteration 25Q: 3 clusters Score -909732.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -909741.312500 Penalty: 4391.417969
	Iteration 26Q: 3 clusters Score -909741.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -909747.375000 Penalty: 4391.417969
	Iteration 27Q: 3 clusters Score -909747.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -909760.375000 Penalty: 4391.417969
	Iteration 28Q: 3 clusters Score -909760.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -909767.312500 Penalty: 4391.417969
	Iteration 29Q: 3 clusters Score -909767.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -909771.687500 Penalty: 4391.417969
	Iteration 30Q: 3 clusters Score -909771.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -909775.125000 Penalty: 4391.417969
	Iteration 31Q: 3 clusters Score -909775.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -909778.312500 Penalty: 4391.417969
	Iteration 32Q: 3 clusters Score -909778.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -909782.562500 Penalty: 4391.417969
	Iteration 33Q: 3 clusters Score -909782.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -909785.937500 Penalty: 4391.417969
	Iteration 34Q: 3 clusters Score -909785.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -909790.875000 Penalty: 4391.417969
	Iteration 35Q: 3 clusters Score -909790.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -909797.625000 Penalty: 4391.417969
	Iteration 36Q: 3 clusters Score -909797.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -909806.250000 Penalty: 4391.417969
	Iteration 37Q: 3 clusters Score -909806.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -909808.437500 Penalty: 4391.417969
	Iteration 38Q: 3 clusters Score -909808.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -909809.500000 Penalty: 4391.417969
	Iteration 39Q: 3 clusters Score -909809.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -909813.500000 Penalty: 4391.417969
	Iteration 40F: 3 clusters Score -909813.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -909812.250000 Penalty: 4391.417969
	Iteration 41Q: 3 clusters Score -909812.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -909813.812500 Penalty: 4391.417969
	Iteration 42Q: 3 clusters Score -909813.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -909813.000000 Penalty: 4391.417969
	Iteration 43Q: 3 clusters Score -909813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -909811.875000 Penalty: 4391.417969
	Iteration 44Q: 3 clusters Score -909811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -909811.875000 Penalty: 4391.417969
	Iteration 45Q: 3 clusters Score -909811.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -909813.500000 Penalty: 4391.417969
	Iteration 46Q: 3 clusters Score -909813.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -909814.625000 Penalty: 4391.417969
	Iteration 47Q: 3 clusters Score -909814.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -909813.500000 Penalty: 4391.417969
	Iteration 48Q: 3 clusters Score -909813.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -909813.500000 Penalty: 4391.417969
	Iteration 49F: 3 clusters Score -909813.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37420.335938 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -37420.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36099.242188 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -36099.24 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36286.949219 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -36286.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36389.785156 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -36389.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36490.992188 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -36490.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36569.207031 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -36569.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36678.105469 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -36678.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36868.179688 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -36868.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36943.257812 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -36943.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36972.031250 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -36972.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -37107.750000 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -37107.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -37175.882812 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -37175.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -37187.019531 Penalty: 2879.346924
	Iteration 11Q: 3 clusters Score -37187.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -37195.761719 Penalty: 2879.346924
	Iteration 12Q: 3 clusters Score -37195.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37204.488281 Penalty: 2879.346924
	Iteration 13Q: 3 clusters Score -37204.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37207.839844 Penalty: 2879.346924
	Iteration 14Q: 3 clusters Score -37207.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -37207.839844 Penalty: 2879.346924
	Iteration 15F: 3 clusters Score -37207.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -150993.640625 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -150993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -148993.937500 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -148993.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -149713.640625 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -149713.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -150334.750000 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -150334.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -150757.484375 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -150757.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -150873.578125 Penalty: 3496.860840
	Iteration 4Q: 3 clusters Score -150873.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -150962.343750 Penalty: 3496.860840
	Iteration 5Q: 3 clusters Score -150962.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -151078.906250 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -151078.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -151161.812500 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -151161.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -151368.640625 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -151368.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -151547.328125 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -151547.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -151570.250000 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -151570.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -151601.671875 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -151601.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -151618.453125 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -151618.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -151630.484375 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -151630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -151637.687500 Penalty: 3496.860840
	Iteration 14Q: 3 clusters Score -151637.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -151638.859375 Penalty: 3496.860840
	Iteration 15Q: 3 clusters Score -151638.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -151639.703125 Penalty: 3496.860840
	Iteration 16Q: 3 clusters Score -151639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -151640.781250 Penalty: 3496.860840
	Iteration 17Q: 3 clusters Score -151640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -151640.781250 Penalty: 3496.860840
	Iteration 18F: 3 clusters Score -151640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33734 members 
Mstep: Class 3 contains 21063 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37282 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29295 members 
Mstep: Class 12 contains 85412 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276500 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23544 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 145157 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 728 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 425 members 
Entering Unmasked Estep 
Score: -122230704.000000 Penalty: 91853.718750
Splitting cluster 25 changes total score from -122231752.000000 to -122230704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -72093.664062 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -72093.66 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 303 members 
Entering Unmasked Estep 
Score: -70652.195312 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70652.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -70982.429688 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -70982.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71079.015625 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -71079.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71148.226562 Penalty: 3152.629395
	Iteration 3Q: 3 clusters Score -71148.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71209.171875 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -71209.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71273.109375 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -71273.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71306.453125 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -71306.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71352.789062 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -71352.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71399.046875 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -71399.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71461.687500 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -71461.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71494.968750 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -71494.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -71515.562500 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -71515.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71559.687500 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -71559.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71580.664062 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -71580.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -71600.289062 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -71600.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71611.796875 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -71611.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71627.328125 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -71627.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -71639.984375 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -71639.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71648.820312 Penalty: 3152.629395
	Iteration 18Q: 3 clusters Score -71648.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -71662.164062 Penalty: 3152.629395
	Iteration 19Q: 3 clusters Score -71662.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -71685.039062 Penalty: 3152.629395
	Iteration 20F: 3 clusters Score -71685.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -71775.203125 Penalty: 3152.629395
	Iteration 21Q: 3 clusters Score -71775.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -71881.335938 Penalty: 3152.629395
	Iteration 22Q: 3 clusters Score -71881.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -71954.945312 Penalty: 3152.629395
	Iteration 23Q: 3 clusters Score -71954.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -72047.007812 Penalty: 3152.629395
	Iteration 24Q: 3 clusters Score -72047.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72092.171875 Penalty: 3152.629395
	Iteration 25Q: 3 clusters Score -72092.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72299.976562 Penalty: 3152.629395
	Iteration 26Q: 3 clusters Score -72299.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -72506.367188 Penalty: 3152.629395
	Iteration 27Q: 3 clusters Score -72506.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72517.968750 Penalty: 3152.629395
	Iteration 28Q: 3 clusters Score -72517.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -72524.390625 Penalty: 3152.629395
	Iteration 29Q: 3 clusters Score -72524.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -72527.656250 Penalty: 3152.629395
	Iteration 30Q: 3 clusters Score -72527.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -72532.687500 Penalty: 3152.629395
	Iteration 31Q: 3 clusters Score -72532.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -72539.312500 Penalty: 3152.629395
	Iteration 32Q: 3 clusters Score -72539.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -72549.031250 Penalty: 3152.629395
	Iteration 33Q: 3 clusters Score -72549.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -72549.031250 Penalty: 3152.629395
	Iteration 34F: 3 clusters Score -72549.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33734 members 
Mstep: Class 3 contains 21063 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37282 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29295 members 
Mstep: Class 12 contains 85412 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276500 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23544 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 145157 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 407 members 
Mstep: Class 27 contains 169 members 
Entering Unmasked Estep 
Score: -122230184.000000 Penalty: 91853.718750
Splitting cluster 26 changes total score from -122231752.000000 to -122230184.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33734 members 
Mstep: Class 3 contains 21063 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60854 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37282 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29295 members 
Mstep: Class 12 contains 85412 members 
Mstep: Class 13 contains 29508 members 
Mstep: Class 14 contains 276500 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23544 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 145157 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231688.000000 Penalty: 88451.726562
Iteration 279Q: 27 clusters Score -1.222317e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33734 members 
Mstep: Class 3 contains 21063 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60857 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49071 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37267 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29295 members 
Mstep: Class 12 contains 85421 members 
Mstep: Class 13 contains 29509 members 
Mstep: Class 14 contains 276500 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23545 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 145158 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231728.000000 Penalty: 88451.726562
Iteration 280F: 27 clusters Score -1.222317e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33734 members 
Mstep: Class 3 contains 21063 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60863 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37250 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29294 members 
Mstep: Class 12 contains 85430 members 
Mstep: Class 13 contains 29509 members 
Mstep: Class 14 contains 276504 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23546 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 145155 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231744.000000 Penalty: 88451.726562
Iteration 281Q: 27 clusters Score -1.222317e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33733 members 
Mstep: Class 3 contains 21063 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60869 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37238 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29293 members 
Mstep: Class 12 contains 85431 members 
Mstep: Class 13 contains 29509 members 
Mstep: Class 14 contains 276511 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23547 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25698 members 
Mstep: Class 19 contains 145153 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231776.000000 Penalty: 88451.726562
Iteration 282Q: 27 clusters Score -1.222318e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33730 members 
Mstep: Class 3 contains 21064 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60882 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37225 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29292 members 
Mstep: Class 12 contains 85432 members 
Mstep: Class 13 contains 29509 members 
Mstep: Class 14 contains 276518 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23546 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25699 members 
Mstep: Class 19 contains 145148 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231752.000000 Penalty: 88451.726562
Iteration 283Q: 27 clusters Score -1.222318e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49335 members 
Mstep: Class 2 contains 33728 members 
Mstep: Class 3 contains 21065 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60894 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49071 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37216 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29290 members 
Mstep: Class 12 contains 85428 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276525 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23548 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25699 members 
Mstep: Class 19 contains 145143 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231680.000000 Penalty: 88451.726562
Iteration 284Q: 27 clusters Score -1.222317e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33727 members 
Mstep: Class 3 contains 21065 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60904 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49071 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37199 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29291 members 
Mstep: Class 12 contains 85424 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276534 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23552 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25699 members 
Mstep: Class 19 contains 145140 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231808.000000 Penalty: 88451.726562
Iteration 285Q: 27 clusters Score -1.222318e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33725 members 
Mstep: Class 3 contains 21065 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60911 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49071 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37189 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29288 members 
Mstep: Class 12 contains 85424 members 
Mstep: Class 13 contains 29511 members 
Mstep: Class 14 contains 276545 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23554 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25699 members 
Mstep: Class 19 contains 145134 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231776.000000 Penalty: 88451.726562
Iteration 286Q: 27 clusters Score -1.222318e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33724 members 
Mstep: Class 3 contains 21065 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60918 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49070 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37180 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29284 members 
Mstep: Class 12 contains 85421 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276553 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23559 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25699 members 
Mstep: Class 19 contains 145133 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7000 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231760.000000 Penalty: 88451.726562
Iteration 287Q: 27 clusters Score -1.222318e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33722 members 
Mstep: Class 3 contains 21065 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60922 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49069 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37169 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29281 members 
Mstep: Class 12 contains 85422 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276559 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23565 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25701 members 
Mstep: Class 19 contains 145130 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7001 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231760.000000 Penalty: 88451.726562
Iteration 288Q: 27 clusters Score -1.222318e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33722 members 
Mstep: Class 3 contains 21065 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60939 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49068 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37162 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29278 members 
Mstep: Class 12 contains 85423 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276560 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23570 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25701 members 
Mstep: Class 19 contains 145117 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7001 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231728.000000 Penalty: 88451.726562
Iteration 289Q: 27 clusters Score -1.222317e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33720 members 
Mstep: Class 3 contains 21065 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60959 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49069 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37149 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29275 members 
Mstep: Class 12 contains 85419 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276563 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23575 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25702 members 
Mstep: Class 19 contains 145110 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7001 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231704.000000 Penalty: 88451.726562
Iteration 290Q: 27 clusters Score -1.222317e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33718 members 
Mstep: Class 3 contains 21065 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60978 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37135 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29270 members 
Mstep: Class 12 contains 85417 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276562 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23580 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25702 members 
Mstep: Class 19 contains 145107 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7001 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231664.000000 Penalty: 88451.726562
Iteration 291Q: 27 clusters Score -1.222317e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33718 members 
Mstep: Class 3 contains 21067 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 60993 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49072 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37123 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29269 members 
Mstep: Class 12 contains 85415 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276559 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23586 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25702 members 
Mstep: Class 19 contains 145102 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7001 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231640.000000 Penalty: 88451.726562
Iteration 292Q: 27 clusters Score -1.222316e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33712 members 
Mstep: Class 3 contains 21068 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61013 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49071 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37117 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29265 members 
Mstep: Class 12 contains 85418 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276552 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23588 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25703 members 
Mstep: Class 19 contains 145099 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7001 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231680.000000 Penalty: 88451.726562
Iteration 293Q: 27 clusters Score -1.222317e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 33710 members 
Mstep: Class 3 contains 21068 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61037 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49070 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37114 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29258 members 
Mstep: Class 12 contains 85425 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276544 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23589 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25703 members 
Mstep: Class 19 contains 145087 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7001 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231640.000000 Penalty: 88451.726562
Iteration 294Q: 27 clusters Score -1.222316e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33707 members 
Mstep: Class 3 contains 21069 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61053 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49068 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37107 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29255 members 
Mstep: Class 12 contains 85428 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276539 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23591 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 145082 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7002 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231704.000000 Penalty: 88451.726562
Iteration 295Q: 27 clusters Score -1.222317e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33705 members 
Mstep: Class 3 contains 21069 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61070 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49067 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37102 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29252 members 
Mstep: Class 12 contains 85428 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276529 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23597 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25707 members 
Mstep: Class 19 contains 145077 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7280 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7003 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231712.000000 Penalty: 88451.726562
Iteration 296Q: 27 clusters Score -1.222317e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33700 members 
Mstep: Class 3 contains 21070 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61094 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49067 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37100 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29249 members 
Mstep: Class 12 contains 85421 members 
Mstep: Class 13 contains 29510 members 
Mstep: Class 14 contains 276529 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23601 members 
Mstep: Class 17 contains 11347 members 
Mstep: Class 18 contains 25707 members 
Mstep: Class 19 contains 145064 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7281 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7005 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231680.000000 Penalty: 88451.726562
Iteration 297Q: 27 clusters Score -1.222317e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33696 members 
Mstep: Class 3 contains 21072 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61108 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49067 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37099 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29245 members 
Mstep: Class 12 contains 85419 members 
Mstep: Class 13 contains 29509 members 
Mstep: Class 14 contains 276527 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23604 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 25709 members 
Mstep: Class 19 contains 145053 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7281 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7008 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231768.000000 Penalty: 88451.726562
Iteration 298Q: 27 clusters Score -1.222318e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 33693 members 
Mstep: Class 3 contains 21074 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61119 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49066 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37095 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29241 members 
Mstep: Class 12 contains 85423 members 
Mstep: Class 13 contains 29506 members 
Mstep: Class 14 contains 276524 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23609 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 25711 members 
Mstep: Class 19 contains 145045 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7281 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7010 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231784.000000 Penalty: 88451.726562
Iteration 299Q: 27 clusters Score -1.222318e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 33691 members 
Mstep: Class 3 contains 21075 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61129 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49065 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37094 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29239 members 
Mstep: Class 12 contains 85420 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276524 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23613 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 25716 members 
Mstep: Class 19 contains 145035 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7281 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231800.000000 Penalty: 88451.726562
Iteration 300F: 27 clusters Score -1.222318e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 33688 members 
Mstep: Class 3 contains 21075 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61147 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49063 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37089 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29238 members 
Mstep: Class 12 contains 85414 members 
Mstep: Class 13 contains 29505 members 
Mstep: Class 14 contains 276526 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23616 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 25718 members 
Mstep: Class 19 contains 145026 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7281 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231824.000000 Penalty: 88451.726562
Iteration 301Q: 27 clusters Score -1.222318e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 33683 members 
Mstep: Class 3 contains 21078 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61168 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49062 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37087 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29235 members 
Mstep: Class 12 contains 85417 members 
Mstep: Class 13 contains 29504 members 
Mstep: Class 14 contains 276520 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23617 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 25717 members 
Mstep: Class 19 contains 145016 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7281 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231784.000000 Penalty: 88451.726562
Iteration 302Q: 27 clusters Score -1.222318e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 33678 members 
Mstep: Class 3 contains 21079 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61194 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49061 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37081 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29230 members 
Mstep: Class 12 contains 85418 members 
Mstep: Class 13 contains 29502 members 
Mstep: Class 14 contains 276517 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23619 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25718 members 
Mstep: Class 19 contains 145005 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7281 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231768.000000 Penalty: 88451.726562
Iteration 303Q: 27 clusters Score -1.222318e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 33676 members 
Mstep: Class 3 contains 21079 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61214 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49061 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37075 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29227 members 
Mstep: Class 12 contains 85415 members 
Mstep: Class 13 contains 29502 members 
Mstep: Class 14 contains 276518 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23621 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25720 members 
Mstep: Class 19 contains 144991 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231696.000000 Penalty: 88451.726562
Iteration 304Q: 27 clusters Score -1.222317e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 33674 members 
Mstep: Class 3 contains 21079 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61228 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49061 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37071 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29222 members 
Mstep: Class 12 contains 85415 members 
Mstep: Class 13 contains 29501 members 
Mstep: Class 14 contains 276519 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23624 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25721 members 
Mstep: Class 19 contains 144984 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231680.000000 Penalty: 88451.726562
Iteration 305Q: 27 clusters Score -1.222317e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 33676 members 
Mstep: Class 3 contains 21078 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61242 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49061 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37066 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29216 members 
Mstep: Class 12 contains 85416 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276525 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23623 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25721 members 
Mstep: Class 19 contains 144976 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231696.000000 Penalty: 88451.726562
Iteration 306Q: 27 clusters Score -1.222317e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 33676 members 
Mstep: Class 3 contains 21077 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61254 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49061 members 
Mstep: Class 8 contains 5728 members 
Mstep: Class 9 contains 37057 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29213 members 
Mstep: Class 12 contains 85420 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276528 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23625 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25724 members 
Mstep: Class 19 contains 144966 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231712.000000 Penalty: 88451.726562
Iteration 307Q: 27 clusters Score -1.222317e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 33676 members 
Mstep: Class 3 contains 21077 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61265 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49061 members 
Mstep: Class 8 contains 5729 members 
Mstep: Class 9 contains 37046 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29208 members 
Mstep: Class 12 contains 85429 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276531 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23627 members 
Mstep: Class 17 contains 11347 members 
Mstep: Class 18 contains 25724 members 
Mstep: Class 19 contains 144958 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231712.000000 Penalty: 88451.726562
Iteration 308Q: 27 clusters Score -1.222317e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 33675 members 
Mstep: Class 3 contains 21078 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61274 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49058 members 
Mstep: Class 8 contains 5730 members 
Mstep: Class 9 contains 37038 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29205 members 
Mstep: Class 12 contains 85428 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276540 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23627 members 
Mstep: Class 17 contains 11346 members 
Mstep: Class 18 contains 25726 members 
Mstep: Class 19 contains 144953 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231696.000000 Penalty: 88451.726562
Iteration 309Q: 27 clusters Score -1.222317e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 33674 members 
Mstep: Class 3 contains 21078 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61291 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49059 members 
Mstep: Class 8 contains 5731 members 
Mstep: Class 9 contains 37022 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29204 members 
Mstep: Class 12 contains 85422 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276544 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23630 members 
Mstep: Class 17 contains 11346 members 
Mstep: Class 18 contains 25726 members 
Mstep: Class 19 contains 144951 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231632.000000 Penalty: 88451.726562
Iteration 310Q: 27 clusters Score -1.222316e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 33671 members 
Mstep: Class 3 contains 21078 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61302 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49054 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 37006 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29203 members 
Mstep: Class 12 contains 85423 members 
Mstep: Class 13 contains 29498 members 
Mstep: Class 14 contains 276551 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23636 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 25727 members 
Mstep: Class 19 contains 144947 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231544.000000 Penalty: 88451.726562
Iteration 311Q: 27 clusters Score -1.222315e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 33668 members 
Mstep: Class 3 contains 21079 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61310 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49054 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36984 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29202 members 
Mstep: Class 12 contains 85430 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276563 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23638 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 25726 members 
Mstep: Class 19 contains 144942 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231576.000000 Penalty: 88451.726562
Iteration 312Q: 27 clusters Score -1.222316e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 33665 members 
Mstep: Class 3 contains 21082 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61320 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49052 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36963 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29200 members 
Mstep: Class 12 contains 85431 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276577 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23641 members 
Mstep: Class 17 contains 11347 members 
Mstep: Class 18 contains 25729 members 
Mstep: Class 19 contains 144937 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231552.000000 Penalty: 88451.726562
Iteration 313Q: 27 clusters Score -1.222316e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 33657 members 
Mstep: Class 3 contains 21086 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61332 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49052 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36942 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29200 members 
Mstep: Class 12 contains 85433 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276582 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23645 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25730 members 
Mstep: Class 19 contains 144934 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231600.000000 Penalty: 88451.726562
Iteration 314Q: 27 clusters Score -1.222316e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49344 members 
Mstep: Class 2 contains 33650 members 
Mstep: Class 3 contains 21090 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61338 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29200 members 
Mstep: Class 12 contains 85432 members 
Mstep: Class 13 contains 29500 members 
Mstep: Class 14 contains 276574 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23653 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25732 members 
Mstep: Class 19 contains 144934 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7008 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231552.000000 Penalty: 88451.726562
Iteration 315Q: 27 clusters Score -1.222316e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 33637 members 
Mstep: Class 3 contains 21097 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61343 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36925 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29200 members 
Mstep: Class 12 contains 85432 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276575 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23659 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25736 members 
Mstep: Class 19 contains 144931 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7008 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231544.000000 Penalty: 88451.726562
Iteration 316Q: 27 clusters Score -1.222315e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 33626 members 
Mstep: Class 3 contains 21103 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61349 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36918 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29200 members 
Mstep: Class 12 contains 85437 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276574 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23662 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25737 members 
Mstep: Class 19 contains 144924 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231488.000000 Penalty: 88451.726562
Iteration 317Q: 27 clusters Score -1.222315e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 33615 members 
Mstep: Class 3 contains 21110 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61361 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36908 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29200 members 
Mstep: Class 12 contains 85442 members 
Mstep: Class 13 contains 29499 members 
Mstep: Class 14 contains 276572 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23666 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 25736 members 
Mstep: Class 19 contains 144918 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231544.000000 Penalty: 88451.726562
Iteration 318Q: 27 clusters Score -1.222315e+08 nChanged 52
Entering ConstructFrom: 
Score: -122231544.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (49353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Entering Unmasked Estep 
Score: -6635445.500000 Penalty: 2680.074951
	Iteration 0F: 2 clusters Score -6635446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -6602176.000000 Penalty: 5360.149902
	Iteration 0F: 3 clusters Score -6602176 nChanged 22756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -6614743.000000 Penalty: 5360.149902
	Iteration 1F: 3 clusters Score -6614743 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -6615465.000000 Penalty: 5360.149902
	Iteration 2Q: 3 clusters Score -6615465 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 26563 members 
Entering Unmasked Estep 
Score: -6616402.500000 Penalty: 5360.149902
	Iteration 3Q: 3 clusters Score -6616402 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -6617798.000000 Penalty: 5360.149902
	Iteration 4F: 3 clusters Score -6617798 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -6619948.500000 Penalty: 5360.149902
	Iteration 5F: 3 clusters Score -6619948 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -6623031.000000 Penalty: 5360.149902
	Iteration 6F: 3 clusters Score -6623031 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -6626242.500000 Penalty: 5360.149902
	Iteration 7F: 3 clusters Score -6626242 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 33556 members 
Entering Unmasked Estep 
Score: -6628453.500000 Penalty: 5360.149902
	Iteration 8F: 3 clusters Score -6628454 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -6629940.000000 Penalty: 5360.149902
	Iteration 9F: 3 clusters Score -6629940 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -6630942.000000 Penalty: 5360.149902
	Iteration 10Q: 3 clusters Score -6630942 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -6631718.000000 Penalty: 5360.149902
	Iteration 11Q: 3 clusters Score -6631718 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -6632391.500000 Penalty: 5360.149902
	Iteration 12Q: 3 clusters Score -6632392 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -6632965.500000 Penalty: 5360.149902
	Iteration 13Q: 3 clusters Score -6632966 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -6633449.500000 Penalty: 5360.149902
	Iteration 14Q: 3 clusters Score -6633450 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -6633777.000000 Penalty: 5360.149902
	Iteration 15Q: 3 clusters Score -6633777 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -6634068.500000 Penalty: 5360.149902
	Iteration 16Q: 3 clusters Score -6634068 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -6634276.500000 Penalty: 5360.149902
	Iteration 17Q: 3 clusters Score -6634276 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -6634438.000000 Penalty: 5360.149902
	Iteration 18Q: 3 clusters Score -6634438 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -6634570.000000 Penalty: 5360.149902
	Iteration 19Q: 3 clusters Score -6634570 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -6634682.000000 Penalty: 5360.149902
	Iteration 20F: 3 clusters Score -6634682 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -6634794.500000 Penalty: 5360.149902
	Iteration 21Q: 3 clusters Score -6634794 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -6634875.000000 Penalty: 5360.149902
	Iteration 22Q: 3 clusters Score -6634875 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -6634947.000000 Penalty: 5360.149902
	Iteration 23Q: 3 clusters Score -6634947 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -6635027.000000 Penalty: 5360.149902
	Iteration 24Q: 3 clusters Score -6635027 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -6635090.000000 Penalty: 5360.149902
	Iteration 25Q: 3 clusters Score -6635090 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -6635161.000000 Penalty: 5360.149902
	Iteration 26Q: 3 clusters Score -6635161 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -6635276.500000 Penalty: 5360.149902
	Iteration 27Q: 3 clusters Score -6635276 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -6635387.500000 Penalty: 5360.149902
	Iteration 28Q: 3 clusters Score -6635388 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -6635523.000000 Penalty: 5360.149902
	Iteration 29Q: 3 clusters Score -6635523 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -6635569.000000 Penalty: 5360.149902
	Iteration 30Q: 3 clusters Score -6635569 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -6635629.000000 Penalty: 5360.149902
	Iteration 31Q: 3 clusters Score -6635629 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -6635668.500000 Penalty: 5360.149902
	Iteration 32Q: 3 clusters Score -6635668 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -6635687.000000 Penalty: 5360.149902
	Iteration 33Q: 3 clusters Score -6635687 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -6635701.500000 Penalty: 5360.149902
	Iteration 34Q: 3 clusters Score -6635702 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -6635711.500000 Penalty: 5360.149902
	Iteration 35Q: 3 clusters Score -6635712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -6635726.500000 Penalty: 5360.149902
	Iteration 36Q: 3 clusters Score -6635726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -6635723.000000 Penalty: 5360.149902
	Iteration 37Q: 3 clusters Score -6635723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -6635728.500000 Penalty: 5360.149902
	Iteration 38Q: 3 clusters Score -6635728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -6635736.000000 Penalty: 5360.149902
	Iteration 39Q: 3 clusters Score -6635736 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -6635735.500000 Penalty: 5360.149902
	Iteration 40F: 3 clusters Score -6635736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -6635735.500000 Penalty: 5360.149902
	Iteration 41Q: 3 clusters Score -6635736 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -6635732.000000 Penalty: 5360.149902
	Iteration 42Q: 3 clusters Score -6635732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -6635742.000000 Penalty: 5360.149902
	Iteration 43Q: 3 clusters Score -6635742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -6635754.500000 Penalty: 5360.149902
	Iteration 44Q: 3 clusters Score -6635754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -6635743.500000 Penalty: 5360.149902
	Iteration 45Q: 3 clusters Score -6635744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -6635749.000000 Penalty: 5360.149902
	Iteration 46Q: 3 clusters Score -6635749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -6635748.500000 Penalty: 5360.149902
	Iteration 47Q: 3 clusters Score -6635748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -6635751.000000 Penalty: 5360.149902
	Iteration 48Q: 3 clusters Score -6635751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -6635756.500000 Penalty: 5360.149902
	Iteration 49Q: 3 clusters Score -6635756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -6635753.500000 Penalty: 5360.149902
	Iteration 50Q: 3 clusters Score -6635754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -6635753.000000 Penalty: 5360.149902
	Iteration 51Q: 3 clusters Score -6635753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -6635758.000000 Penalty: 5360.149902
	Iteration 52Q: 3 clusters Score -6635758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -6635755.500000 Penalty: 5360.149902
	Iteration 53Q: 3 clusters Score -6635756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -6635757.500000 Penalty: 5360.149902
	Iteration 54Q: 3 clusters Score -6635758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -6635763.500000 Penalty: 5360.149902
	Iteration 55Q: 3 clusters Score -6635764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 45624 members 
Entering Unmasked Estep 
Score: -6635765.500000 Penalty: 5360.149902
	Iteration 56Q: 3 clusters Score -6635766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -6635762.000000 Penalty: 5360.149902
	Iteration 57Q: 3 clusters Score -6635762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -6635761.500000 Penalty: 5360.149902
	Iteration 58Q: 3 clusters Score -6635762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -6635763.500000 Penalty: 5360.149902
	Iteration 59Q: 3 clusters Score -6635764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -6635761.000000 Penalty: 5360.149902
	Iteration 60F: 3 clusters Score -6635761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -6635759.500000 Penalty: 5360.149902
	Iteration 61Q: 3 clusters Score -6635760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -6635759.500000 Penalty: 5360.149902
	Iteration 62Q: 3 clusters Score -6635760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -6635754.500000 Penalty: 5360.149902
	Iteration 63Q: 3 clusters Score -6635754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -6635748.000000 Penalty: 5360.149902
	Iteration 64Q: 3 clusters Score -6635748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -6635750.500000 Penalty: 5360.149902
	Iteration 65Q: 3 clusters Score -6635750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -6635745.500000 Penalty: 5360.149902
	Iteration 66Q: 3 clusters Score -6635746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -6635749.000000 Penalty: 5360.149902
	Iteration 67Q: 3 clusters Score -6635749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -6635752.500000 Penalty: 5360.149902
	Iteration 68Q: 3 clusters Score -6635752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -6635754.000000 Penalty: 5360.149902
	Iteration 69Q: 3 clusters Score -6635754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -6635754.000000 Penalty: 5360.149902
	Iteration 70F: 3 clusters Score -6635754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 33611 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61370 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36900 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29199 members 
Mstep: Class 12 contains 85439 members 
Mstep: Class 13 contains 29498 members 
Mstep: Class 14 contains 276579 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23671 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 25738 members 
Mstep: Class 19 contains 144910 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 45661 members 
Entering Unmasked Estep 
Score: -122231008.000000 Penalty: 91853.718750
Splitting cluster 1 changes total score from -122231544.000000 to -122231008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (33611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Entering Unmasked Estep 
Score: -4593056.000000 Penalty: 2584.806885
	Iteration 0F: 2 clusters Score -4593056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -4570336.500000 Penalty: 5169.613770
	Iteration 0F: 3 clusters Score -4570336 nChanged 15129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4578677.500000 Penalty: 5169.613770
	Iteration 1F: 3 clusters Score -4578678 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -4579378.000000 Penalty: 5169.613770
	Iteration 2F: 3 clusters Score -4579378 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -4580242.000000 Penalty: 5169.613770
	Iteration 3F: 3 clusters Score -4580242 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -4581485.000000 Penalty: 5169.613770
	Iteration 4F: 3 clusters Score -4581485 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -4583261.500000 Penalty: 5169.613770
	Iteration 5F: 3 clusters Score -4583262 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -4585168.500000 Penalty: 5169.613770
	Iteration 6F: 3 clusters Score -4585168 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -4586818.000000 Penalty: 5169.613770
	Iteration 7F: 3 clusters Score -4586818 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -4588275.500000 Penalty: 5169.613770
	Iteration 8Q: 3 clusters Score -4588276 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -4589281.500000 Penalty: 5169.613770
	Iteration 9Q: 3 clusters Score -4589282 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -4589944.500000 Penalty: 5169.613770
	Iteration 10Q: 3 clusters Score -4589944 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -4590335.000000 Penalty: 5169.613770
	Iteration 11Q: 3 clusters Score -4590335 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -4590581.500000 Penalty: 5169.613770
	Iteration 12Q: 3 clusters Score -4590582 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -4590716.000000 Penalty: 5169.613770
	Iteration 13Q: 3 clusters Score -4590716 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -4590800.000000 Penalty: 5169.613770
	Iteration 14Q: 3 clusters Score -4590800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -4590872.500000 Penalty: 5169.613770
	Iteration 15Q: 3 clusters Score -4590872 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -4590941.000000 Penalty: 5169.613770
	Iteration 16Q: 3 clusters Score -4590941 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -4590972.500000 Penalty: 5169.613770
	Iteration 17Q: 3 clusters Score -4590972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -4591010.500000 Penalty: 5169.613770
	Iteration 18Q: 3 clusters Score -4591010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4591036.000000 Penalty: 5169.613770
	Iteration 19Q: 3 clusters Score -4591036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -4591051.500000 Penalty: 5169.613770
	Iteration 20F: 3 clusters Score -4591052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -4591067.000000 Penalty: 5169.613770
	Iteration 21Q: 3 clusters Score -4591067 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -4591085.500000 Penalty: 5169.613770
	Iteration 22Q: 3 clusters Score -4591086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -4591101.000000 Penalty: 5169.613770
	Iteration 23Q: 3 clusters Score -4591101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4591122.000000 Penalty: 5169.613770
	Iteration 24Q: 3 clusters Score -4591122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -4591127.000000 Penalty: 5169.613770
	Iteration 25Q: 3 clusters Score -4591127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4591136.000000 Penalty: 5169.613770
	Iteration 26Q: 3 clusters Score -4591136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -4591147.000000 Penalty: 5169.613770
	Iteration 27Q: 3 clusters Score -4591147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -4591149.000000 Penalty: 5169.613770
	Iteration 28Q: 3 clusters Score -4591149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4591155.500000 Penalty: 5169.613770
	Iteration 29Q: 3 clusters Score -4591156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4591163.500000 Penalty: 5169.613770
	Iteration 30Q: 3 clusters Score -4591164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -4591177.000000 Penalty: 5169.613770
	Iteration 31Q: 3 clusters Score -4591177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -4591174.500000 Penalty: 5169.613770
	Iteration 32Q: 3 clusters Score -4591174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -4591175.500000 Penalty: 5169.613770
	Iteration 33Q: 3 clusters Score -4591176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 32961 members 
Entering Unmasked Estep 
Score: -4591183.000000 Penalty: 5169.613770
	Iteration 34Q: 3 clusters Score -4591183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -4591182.000000 Penalty: 5169.613770
	Iteration 35Q: 3 clusters Score -4591182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -4591185.000000 Penalty: 5169.613770
	Iteration 36Q: 3 clusters Score -4591185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4591183.500000 Penalty: 5169.613770
	Iteration 37Q: 3 clusters Score -4591184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4591185.500000 Penalty: 5169.613770
	Iteration 38Q: 3 clusters Score -4591186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -4591190.500000 Penalty: 5169.613770
	Iteration 39Q: 3 clusters Score -4591190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -4591200.000000 Penalty: 5169.613770
	Iteration 40F: 3 clusters Score -4591200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -4591206.500000 Penalty: 5169.613770
	Iteration 41Q: 3 clusters Score -4591206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -4591204.000000 Penalty: 5169.613770
	Iteration 42Q: 3 clusters Score -4591204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -4591208.500000 Penalty: 5169.613770
	Iteration 43Q: 3 clusters Score -4591208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4591206.000000 Penalty: 5169.613770
	Iteration 44Q: 3 clusters Score -4591206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4591206.000000 Penalty: 5169.613770
	Iteration 45Q: 3 clusters Score -4591206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4591210.500000 Penalty: 5169.613770
	Iteration 46Q: 3 clusters Score -4591210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4591209.000000 Penalty: 5169.613770
	Iteration 47Q: 3 clusters Score -4591209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4591212.500000 Penalty: 5169.613770
	Iteration 48Q: 3 clusters Score -4591212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4591215.500000 Penalty: 5169.613770
	Iteration 49Q: 3 clusters Score -4591216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4591219.500000 Penalty: 5169.613770
	Iteration 50Q: 3 clusters Score -4591220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4591218.000000 Penalty: 5169.613770
	Iteration 51Q: 3 clusters Score -4591218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4591219.500000 Penalty: 5169.613770
	Iteration 52Q: 3 clusters Score -4591220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -4591223.000000 Penalty: 5169.613770
	Iteration 53Q: 3 clusters Score -4591223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 32951 members 
Entering Unmasked Estep 
Score: -4591226.500000 Penalty: 5169.613770
	Iteration 54Q: 3 clusters Score -4591226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -4591221.500000 Penalty: 5169.613770
	Iteration 55Q: 3 clusters Score -4591222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -4591225.500000 Penalty: 5169.613770
	Iteration 56Q: 3 clusters Score -4591226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4591224.000000 Penalty: 5169.613770
	Iteration 57Q: 3 clusters Score -4591224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4591224.500000 Penalty: 5169.613770
	Iteration 58Q: 3 clusters Score -4591224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -4591225.500000 Penalty: 5169.613770
	Iteration 59Q: 3 clusters Score -4591226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4591228.000000 Penalty: 5169.613770
	Iteration 60F: 3 clusters Score -4591228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 32943 members 
Entering Unmasked Estep 
Score: -4591231.500000 Penalty: 5169.613770
	Iteration 61Q: 3 clusters Score -4591232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -4591232.000000 Penalty: 5169.613770
	Iteration 62Q: 3 clusters Score -4591232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4591234.500000 Penalty: 5169.613770
	Iteration 63Q: 3 clusters Score -4591234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -4591233.500000 Penalty: 5169.613770
	Iteration 64Q: 3 clusters Score -4591234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -4591243.500000 Penalty: 5169.613770
	Iteration 65Q: 3 clusters Score -4591244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 32938 members 
Entering Unmasked Estep 
Score: -4591243.000000 Penalty: 5169.613770
	Iteration 66Q: 3 clusters Score -4591243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4591243.000000 Penalty: 5169.613770
	Iteration 67Q: 3 clusters Score -4591243 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4591243.000000 Penalty: 5169.613770
	Iteration 68F: 3 clusters Score -4591243 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: -2857360.500000 Penalty: 2469.483887
	Iteration 0F: 2 clusters Score -2857360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2842639.750000 Penalty: 4938.967773
	Iteration 0F: 3 clusters Score -2842640 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2847786.000000 Penalty: 4938.967773
	Iteration 1F: 3 clusters Score -2847786 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2848433.750000 Penalty: 4938.967773
	Iteration 2F: 3 clusters Score -2848434 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2849181.000000 Penalty: 4938.967773
	Iteration 3F: 3 clusters Score -2849181 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2850085.500000 Penalty: 4938.967773
	Iteration 4F: 3 clusters Score -2850086 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2851174.750000 Penalty: 4938.967773
	Iteration 5F: 3 clusters Score -2851175 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2852290.250000 Penalty: 4938.967773
	Iteration 6F: 3 clusters Score -2852290 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2853433.000000 Penalty: 4938.967773
	Iteration 7F: 3 clusters Score -2853433 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -2854539.250000 Penalty: 4938.967773
	Iteration 8F: 3 clusters Score -2854539 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2855387.000000 Penalty: 4938.967773
	Iteration 9Q: 3 clusters Score -2855387 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2856102.000000 Penalty: 4938.967773
	Iteration 10Q: 3 clusters Score -2856102 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -2856678.750000 Penalty: 4938.967773
	Iteration 11Q: 3 clusters Score -2856679 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2857109.250000 Penalty: 4938.967773
	Iteration 12Q: 3 clusters Score -2857109 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2857418.500000 Penalty: 4938.967773
	Iteration 13Q: 3 clusters Score -2857418 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2857631.000000 Penalty: 4938.967773
	Iteration 14Q: 3 clusters Score -2857631 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2857770.750000 Penalty: 4938.967773
	Iteration 15Q: 3 clusters Score -2857771 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2857870.500000 Penalty: 4938.967773
	Iteration 16Q: 3 clusters Score -2857870 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2857914.750000 Penalty: 4938.967773
	Iteration 17Q: 3 clusters Score -2857915 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2857942.250000 Penalty: 4938.967773
	Iteration 18Q: 3 clusters Score -2857942 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -2857950.500000 Penalty: 4938.967773
	Iteration 19Q: 3 clusters Score -2857950 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2857961.250000 Penalty: 4938.967773
	Iteration 20F: 3 clusters Score -2857961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2857975.250000 Penalty: 4938.967773
	Iteration 21Q: 3 clusters Score -2857975 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2857977.500000 Penalty: 4938.967773
	Iteration 22Q: 3 clusters Score -2857978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2857983.500000 Penalty: 4938.967773
	Iteration 23Q: 3 clusters Score -2857984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2857986.250000 Penalty: 4938.967773
	Iteration 24Q: 3 clusters Score -2857986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2857983.000000 Penalty: 4938.967773
	Iteration 25Q: 3 clusters Score -2857983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2857983.500000 Penalty: 4938.967773
	Iteration 26Q: 3 clusters Score -2857984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2857982.000000 Penalty: 4938.967773
	Iteration 27Q: 3 clusters Score -2857982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2857989.500000 Penalty: 4938.967773
	Iteration 28Q: 3 clusters Score -2857990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -2857990.750000 Penalty: 4938.967773
	Iteration 29Q: 3 clusters Score -2857991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2857994.250000 Penalty: 4938.967773
	Iteration 30Q: 3 clusters Score -2857994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2857998.500000 Penalty: 4938.967773
	Iteration 31Q: 3 clusters Score -2857998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -2858001.250000 Penalty: 4938.967773
	Iteration 32Q: 3 clusters Score -2858001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2857998.250000 Penalty: 4938.967773
	Iteration 33Q: 3 clusters Score -2857998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2857993.500000 Penalty: 4938.967773
	Iteration 34Q: 3 clusters Score -2857994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -2858000.000000 Penalty: 4938.967773
	Iteration 35Q: 3 clusters Score -2858000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2858005.000000 Penalty: 4938.967773
	Iteration 36Q: 3 clusters Score -2858005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2858005.000000 Penalty: 4938.967773
	Iteration 37Q: 3 clusters Score -2858005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2858005.000000 Penalty: 4938.967773
	Iteration 38F: 3 clusters Score -2858005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 33611 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61370 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36900 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29199 members 
Mstep: Class 12 contains 85439 members 
Mstep: Class 13 contains 29498 members 
Mstep: Class 14 contains 276579 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23671 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 25738 members 
Mstep: Class 19 contains 144910 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14591 members 
Entering Unmasked Estep 
Score: -122231480.000000 Penalty: 91853.718750
Splitting cluster 3 changes total score from -122231544.000000 to -122231480.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -427347.281250 Penalty: 1985.827026
	Iteration 0F: 2 clusters Score -427347.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -424045.000000 Penalty: 3971.654053
	Iteration 0F: 3 clusters Score -424045 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -424676.843750 Penalty: 3971.654053
	Iteration 1F: 3 clusters Score -424676.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -424826.156250 Penalty: 3971.654053
	Iteration 2F: 3 clusters Score -424826.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -424913.187500 Penalty: 3971.654053
	Iteration 3Q: 3 clusters Score -424913.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -424984.687500 Penalty: 3971.654053
	Iteration 4Q: 3 clusters Score -424984.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -425038.312500 Penalty: 3971.654053
	Iteration 5Q: 3 clusters Score -425038.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -425085.593750 Penalty: 3971.654053
	Iteration 6Q: 3 clusters Score -425085.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -425124.031250 Penalty: 3971.654053
	Iteration 7Q: 3 clusters Score -425124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -425149.531250 Penalty: 3971.654053
	Iteration 8Q: 3 clusters Score -425149.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -425171.718750 Penalty: 3971.654053
	Iteration 9Q: 3 clusters Score -425171.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -425191.937500 Penalty: 3971.654053
	Iteration 10Q: 3 clusters Score -425191.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -425208.562500 Penalty: 3971.654053
	Iteration 11Q: 3 clusters Score -425208.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -425221.031250 Penalty: 3971.654053
	Iteration 12Q: 3 clusters Score -425221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -425228.625000 Penalty: 3971.654053
	Iteration 13Q: 3 clusters Score -425228.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -425237.031250 Penalty: 3971.654053
	Iteration 14Q: 3 clusters Score -425237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -425243.843750 Penalty: 3971.654053
	Iteration 15Q: 3 clusters Score -425243.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -425249.125000 Penalty: 3971.654053
	Iteration 16Q: 3 clusters Score -425249.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -425253.593750 Penalty: 3971.654053
	Iteration 17Q: 3 clusters Score -425253.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -425259.812500 Penalty: 3971.654053
	Iteration 18Q: 3 clusters Score -425259.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -425264.062500 Penalty: 3971.654053
	Iteration 19Q: 3 clusters Score -425264.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -425268.187500 Penalty: 3971.654053
	Iteration 20F: 3 clusters Score -425268.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -425273.093750 Penalty: 3971.654053
	Iteration 21Q: 3 clusters Score -425273.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -425275.593750 Penalty: 3971.654053
	Iteration 22Q: 3 clusters Score -425275.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -425276.375000 Penalty: 3971.654053
	Iteration 23Q: 3 clusters Score -425276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -425276.812500 Penalty: 3971.654053
	Iteration 24Q: 3 clusters Score -425276.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -425277.500000 Penalty: 3971.654053
	Iteration 25Q: 3 clusters Score -425277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -425280.718750 Penalty: 3971.654053
	Iteration 26Q: 3 clusters Score -425280.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -425282.500000 Penalty: 3971.654053
	Iteration 27Q: 3 clusters Score -425282.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -425286.343750 Penalty: 3971.654053
	Iteration 28Q: 3 clusters Score -425286.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -425291.468750 Penalty: 3971.654053
	Iteration 29Q: 3 clusters Score -425291.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -425294.187500 Penalty: 3971.654053
	Iteration 30Q: 3 clusters Score -425294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -425294.593750 Penalty: 3971.654053
	Iteration 31Q: 3 clusters Score -425294.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -425294.593750 Penalty: 3971.654053
	Iteration 32F: 3 clusters Score -425294.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Entering Unmasked Estep 
Score: -8290122.500000 Penalty: 2734.119629
	Iteration 0F: 2 clusters Score -8290122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -8249262.500000 Penalty: 5468.239258
	Iteration 0F: 3 clusters Score -8249262 nChanged 28401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -8265224.000000 Penalty: 5468.239258
	Iteration 1F: 3 clusters Score -8265224 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -8265916.500000 Penalty: 5468.239258
	Iteration 2Q: 3 clusters Score -8265916 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 32576 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8280134 nChanged 2347
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Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8281661 nChanged 1762
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Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8282635 nChanged 1335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8284152 nChanged 1059
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Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8284828 nChanged 960
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Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8285350 nChanged 821
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Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8285672 nChanged 680
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Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8285948 nChanged 529
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Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 50037 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8286080 nChanged 419
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Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8286156 nChanged 371
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Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 50645 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8286248 nChanged 332
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Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8286319 nChanged 328
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Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 51227 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8286412 nChanged 316
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Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8286476 nChanged 303
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Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8286552 nChanged 280
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Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8286589 nChanged 259
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Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 52347 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8286638 nChanged 244
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Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 52585 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8286689 nChanged 250
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Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8286734 nChanged 245
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Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8286776 nChanged 240
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Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8286836 nChanged 226
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Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8286898 nChanged 217
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Mstep: Class 2 contains 53757 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8286931 nChanged 198
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Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8286972 nChanged 172
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7068 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8287010 nChanged 199
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Mstep: Class 1 contains 6869 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8287091 nChanged 188
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Mstep: Class 1 contains 6498 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8287116 nChanged 184
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Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 55056 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8287140 nChanged 167
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Mstep: Class 2 contains 55223 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8287167 nChanged 163
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Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8287197 nChanged 160
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Mstep: Class 1 contains 5826 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5682 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8287246 nChanged 127
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Mstep: Class 1 contains 5555 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8287286 nChanged 122
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Mstep: Class 1 contains 5433 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8287334 nChanged 117
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Mstep: Class 1 contains 5318 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8287341 nChanged 126
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Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 56176 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8287368 nChanged 131
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Mstep: Class 1 contains 5063 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8287380 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4945 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8287408 nChanged 107
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Mstep: Class 1 contains 4842 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8287420 nChanged 104
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Mstep: Class 1 contains 4738 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8287448 nChanged 104
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Mstep: Class 1 contains 4640 members 
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Mstep: Class 1 contains 4548 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8287482 nChanged 91
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Mstep: Class 1 contains 4457 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8287490 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4364 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8287533 nChanged 105
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Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 57207 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8287544 nChanged 117
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Mstep: Class 1 contains 4050 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8287584 nChanged 106
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Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 57414 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8287592 nChanged 83
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Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 57493 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8287595 nChanged 78
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Mstep: Class 1 contains 3801 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8287622 nChanged 82
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Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 57647 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8287650 nChanged 88
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Mstep: Class 1 contains 3635 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8287658 nChanged 90
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Mstep: Class 1 contains 3549 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8287672 nChanged 88
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Mstep: Class 1 contains 3465 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8287700 nChanged 85
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Mstep: Class 1 contains 3380 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8287716 nChanged 83
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Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 58071 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8287752 nChanged 95
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8287788 nChanged 90
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	Iteration 71Q: 3 clusters Score -8287816 nChanged 82
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	Iteration 72Q: 3 clusters Score -8287820 nChanged 69
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8287833 nChanged 66
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Mstep: Class 2 contains 58459 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8287846 nChanged 61
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	Iteration 75Q: 3 clusters Score -8287886 nChanged 63
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	Iteration 76Q: 3 clusters Score -8287906 nChanged 63
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	Iteration 77Q: 3 clusters Score -8287934 nChanged 60
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Mstep: Class 1 contains 2668 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8287930 nChanged 62
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	Iteration 79Q: 3 clusters Score -8287949 nChanged 63
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Mstep: Class 1 contains 2547 members 
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	Iteration 80F: 3 clusters Score -8287968 nChanged 52
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8287972 nChanged 60
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	Iteration 82Q: 3 clusters Score -8287968 nChanged 46
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	Iteration 83Q: 3 clusters Score -8287986 nChanged 35
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Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 59004 members 
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	Iteration 84Q: 3 clusters Score -8288000 nChanged 36
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	Iteration 85Q: 3 clusters Score -8288004 nChanged 30
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	Iteration 86Q: 3 clusters Score -8288008 nChanged 26
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	Iteration 87Q: 3 clusters Score -8288008 nChanged 22
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8288023 nChanged 18
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8288037 nChanged 28
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Mstep: Class 1 contains 2222 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8288045 nChanged 20
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8288044 nChanged 17
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Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8288052 nChanged 14
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Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 59189 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8288057 nChanged 17
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8288063 nChanged 17
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Entering Unmasked Estep 
Score: -8288065.500000 Penalty: 5468.239258
	Iteration 95Q: 3 clusters Score -8288066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -8288077.500000 Penalty: 5468.239258
	Iteration 96Q: 3 clusters Score -8288078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 59248 members 
Entering Unmasked Estep 
Score: -8288077.500000 Penalty: 5468.239258
	Iteration 97Q: 3 clusters Score -8288078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -8288074.000000 Penalty: 5468.239258
	Iteration 98Q: 3 clusters Score -8288074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -8288069.000000 Penalty: 5468.239258
	Iteration 99Q: 3 clusters Score -8288069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -8288087.500000 Penalty: 5468.239258
	Iteration 100F: 3 clusters Score -8288088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -8288084.500000 Penalty: 5468.239258
	Iteration 101Q: 3 clusters Score -8288084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -8288089.500000 Penalty: 5468.239258
	Iteration 102Q: 3 clusters Score -8288090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 59312 members 
Entering Unmasked Estep 
Score: -8288088.000000 Penalty: 5468.239258
	Iteration 103Q: 3 clusters Score -8288088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 59328 members 
Entering Unmasked Estep 
Score: -8288093.500000 Penalty: 5468.239258
	Iteration 104Q: 3 clusters Score -8288094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 59339 members 
Entering Unmasked Estep 
Score: -8288093.000000 Penalty: 5468.239258
	Iteration 105Q: 3 clusters Score -8288093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 59350 members 
Entering Unmasked Estep 
Score: -8288097.500000 Penalty: 5468.239258
	Iteration 106Q: 3 clusters Score -8288098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 59364 members 
Entering Unmasked Estep 
Score: -8288098.000000 Penalty: 5468.239258
	Iteration 107Q: 3 clusters Score -8288098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -8288109.000000 Penalty: 5468.239258
	Iteration 108Q: 3 clusters Score -8288109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 59379 members 
Entering Unmasked Estep 
Score: -8288100.000000 Penalty: 5468.239258
	Iteration 109Q: 3 clusters Score -8288100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 59388 members 
Entering Unmasked Estep 
Score: -8288109.500000 Penalty: 5468.239258
	Iteration 110Q: 3 clusters Score -8288110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 59394 members 
Entering Unmasked Estep 
Score: -8288109.000000 Penalty: 5468.239258
	Iteration 111Q: 3 clusters Score -8288109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 59399 members 
Entering Unmasked Estep 
Score: -8288117.000000 Penalty: 5468.239258
	Iteration 112Q: 3 clusters Score -8288117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 59402 members 
Entering Unmasked Estep 
Score: -8288114.000000 Penalty: 5468.239258
	Iteration 113Q: 3 clusters Score -8288114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 59403 members 
Entering Unmasked Estep 
Score: -8288115.500000 Penalty: 5468.239258
	Iteration 114Q: 3 clusters Score -8288116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 59404 members 
Entering Unmasked Estep 
Score: -8288121.500000 Penalty: 5468.239258
	Iteration 115Q: 3 clusters Score -8288122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -8288119.500000 Penalty: 5468.239258
	Iteration 116Q: 3 clusters Score -8288120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -8288117.500000 Penalty: 5468.239258
	Iteration 117Q: 3 clusters Score -8288118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 59406 members 
Entering Unmasked Estep 
Score: -8288117.500000 Penalty: 5468.239258
	Iteration 118F: 3 clusters Score -8288118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103456.054688 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101709.093750 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101709.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -102198.078125 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102198.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -102482.062500 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -102482.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -102660.507812 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -102660.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -102949.062500 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -102949.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -103341.429688 Penalty: 3322.340820
	Iteration 5F: 3 clusters Score -103341.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -103460.226562 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -103460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -103511.101562 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -103511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -103525.273438 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -103525.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -103530.382812 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -103530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -103530.382812 Penalty: 3322.340820
	Iteration 10F: 3 clusters Score -103530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 33611 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61370 members 
Mstep: Class 6 contains 620 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36900 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29199 members 
Mstep: Class 12 contains 85439 members 
Mstep: Class 13 contains 29498 members 
Mstep: Class 14 contains 276579 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23671 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 25738 members 
Mstep: Class 19 contains 144910 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 191 members 
Entering Unmasked Estep 
Score: -122229672.000000 Penalty: 91853.718750
Splitting cluster 6 changes total score from -122231544.000000 to -122229672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (49053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Entering Unmasked Estep 
Score: -6782292.500000 Penalty: 2678.562744
	Iteration 0F: 2 clusters Score -6782292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -6749226.500000 Penalty: 5357.125488
	Iteration 0F: 3 clusters Score -6749226 nChanged 22659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -6762037.500000 Penalty: 5357.125488
	Iteration 1F: 3 clusters Score -6762038 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -6763263.500000 Penalty: 5357.125488
	Iteration 2F: 3 clusters Score -6763264 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -6765127.000000 Penalty: 5357.125488
	Iteration 3F: 3 clusters Score -6765127 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -6767852.000000 Penalty: 5357.125488
	Iteration 4F: 3 clusters Score -6767852 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -6771213.000000 Penalty: 5357.125488
	Iteration 5F: 3 clusters Score -6771213 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -6774304.500000 Penalty: 5357.125488
	Iteration 6F: 3 clusters Score -6774304 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -6776573.500000 Penalty: 5357.125488
	Iteration 7F: 3 clusters Score -6776574 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 45847 members 
Entering Unmasked Estep 
Score: -6777968.500000 Penalty: 5357.125488
	Iteration 8Q: 3 clusters Score -6777968 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -6778686.500000 Penalty: 5357.125488
	Iteration 9Q: 3 clusters Score -6778686 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 47448 members 
Entering Unmasked Estep 
Score: -6779181.000000 Penalty: 5357.125488
	Iteration 10Q: 3 clusters Score -6779181 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -6779414.500000 Penalty: 5357.125488
	Iteration 11Q: 3 clusters Score -6779414 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 48046 members 
Entering Unmasked Estep 
Score: -6779549.500000 Penalty: 5357.125488
	Iteration 12Q: 3 clusters Score -6779550 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 48184 members 
Entering Unmasked Estep 
Score: -6779651.500000 Penalty: 5357.125488
	Iteration 13Q: 3 clusters Score -6779652 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -6779735.000000 Penalty: 5357.125488
	Iteration 14Q: 3 clusters Score -6779735 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -6779778.000000 Penalty: 5357.125488
	Iteration 15Q: 3 clusters Score -6779778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -6779816.500000 Penalty: 5357.125488
	Iteration 16Q: 3 clusters Score -6779816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 48420 members 
Entering Unmasked Estep 
Score: -6779847.500000 Penalty: 5357.125488
	Iteration 17Q: 3 clusters Score -6779848 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -6779874.500000 Penalty: 5357.125488
	Iteration 18Q: 3 clusters Score -6779874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -6779889.500000 Penalty: 5357.125488
	Iteration 19Q: 3 clusters Score -6779890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 48498 members 
Entering Unmasked Estep 
Score: -6779907.000000 Penalty: 5357.125488
	Iteration 20F: 3 clusters Score -6779907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -6779918.500000 Penalty: 5357.125488
	Iteration 21Q: 3 clusters Score -6779918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -6779927.500000 Penalty: 5357.125488
	Iteration 22Q: 3 clusters Score -6779928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -6779931.500000 Penalty: 5357.125488
	Iteration 23Q: 3 clusters Score -6779932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -6779937.500000 Penalty: 5357.125488
	Iteration 24Q: 3 clusters Score -6779938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -6779940.000000 Penalty: 5357.125488
	Iteration 25Q: 3 clusters Score -6779940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -6779944.000000 Penalty: 5357.125488
	Iteration 26Q: 3 clusters Score -6779944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -6779947.500000 Penalty: 5357.125488
	Iteration 27Q: 3 clusters Score -6779948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 48552 members 
Entering Unmasked Estep 
Score: -6779945.000000 Penalty: 5357.125488
	Iteration 28Q: 3 clusters Score -6779945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -6779947.500000 Penalty: 5357.125488
	Iteration 29Q: 3 clusters Score -6779948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 48557 members 
Entering Unmasked Estep 
Score: -6779951.000000 Penalty: 5357.125488
	Iteration 30Q: 3 clusters Score -6779951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 48566 members 
Entering Unmasked Estep 
Score: -6779958.000000 Penalty: 5357.125488
	Iteration 31Q: 3 clusters Score -6779958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -6779959.000000 Penalty: 5357.125488
	Iteration 32Q: 3 clusters Score -6779959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -6779967.500000 Penalty: 5357.125488
	Iteration 33Q: 3 clusters Score -6779968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -6779968.500000 Penalty: 5357.125488
	Iteration 34Q: 3 clusters Score -6779968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -6779971.000000 Penalty: 5357.125488
	Iteration 35Q: 3 clusters Score -6779971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -6779974.000000 Penalty: 5357.125488
	Iteration 36Q: 3 clusters Score -6779974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 48594 members 
Entering Unmasked Estep 
Score: -6779974.500000 Penalty: 5357.125488
	Iteration 37Q: 3 clusters Score -6779974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -6779976.000000 Penalty: 5357.125488
	Iteration 38Q: 3 clusters Score -6779976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 48595 members 
Entering Unmasked Estep 
Score: -6779977.500000 Penalty: 5357.125488
	Iteration 39Q: 3 clusters Score -6779978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -6779979.000000 Penalty: 5357.125488
	Iteration 40F: 3 clusters Score -6779979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -6779982.000000 Penalty: 5357.125488
	Iteration 41Q: 3 clusters Score -6779982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -6779982.000000 Penalty: 5357.125488
	Iteration 42F: 3 clusters Score -6779982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -767872.000000 Penalty: 2146.233887
	Iteration 0F: 2 clusters Score -767872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -762831.875000 Penalty: 4292.467773
	Iteration 0F: 3 clusters Score -762831.9 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -764264.562500 Penalty: 4292.467773
	Iteration 1F: 3 clusters Score -764264.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -764919.500000 Penalty: 4292.467773
	Iteration 2F: 3 clusters Score -764919.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -765518.750000 Penalty: 4292.467773
	Iteration 3F: 3 clusters Score -765518.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -766001.625000 Penalty: 4292.467773
	Iteration 4F: 3 clusters Score -766001.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -766283.125000 Penalty: 4292.467773
	Iteration 5F: 3 clusters Score -766283.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -766413.375000 Penalty: 4292.467773
	Iteration 6Q: 3 clusters Score -766413.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -766500.812500 Penalty: 4292.467773
	Iteration 7Q: 3 clusters Score -766500.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -766556.375000 Penalty: 4292.467773
	Iteration 8Q: 3 clusters Score -766556.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -766593.312500 Penalty: 4292.467773
	Iteration 9Q: 3 clusters Score -766593.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -766622.062500 Penalty: 4292.467773
	Iteration 10Q: 3 clusters Score -766622.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -766651.562500 Penalty: 4292.467773
	Iteration 11Q: 3 clusters Score -766651.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -766675.625000 Penalty: 4292.467773
	Iteration 12Q: 3 clusters Score -766675.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -766694.687500 Penalty: 4292.467773
	Iteration 13Q: 3 clusters Score -766694.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -766711.687500 Penalty: 4292.467773
	Iteration 14Q: 3 clusters Score -766711.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -766722.437500 Penalty: 4292.467773
	Iteration 15Q: 3 clusters Score -766722.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -766733.062500 Penalty: 4292.467773
	Iteration 16Q: 3 clusters Score -766733.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -766739.937500 Penalty: 4292.467773
	Iteration 17Q: 3 clusters Score -766739.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -766748.562500 Penalty: 4292.467773
	Iteration 18Q: 3 clusters Score -766748.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -766757.812500 Penalty: 4292.467773
	Iteration 19Q: 3 clusters Score -766757.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -766765.437500 Penalty: 4292.467773
	Iteration 20F: 3 clusters Score -766765.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -766773.187500 Penalty: 4292.467773
	Iteration 21Q: 3 clusters Score -766773.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -766778.875000 Penalty: 4292.467773
	Iteration 22Q: 3 clusters Score -766778.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -766785.187500 Penalty: 4292.467773
	Iteration 23Q: 3 clusters Score -766785.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -766787.062500 Penalty: 4292.467773
	Iteration 24Q: 3 clusters Score -766787.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -766788.062500 Penalty: 4292.467773
	Iteration 25Q: 3 clusters Score -766788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -766790.312500 Penalty: 4292.467773
	Iteration 26Q: 3 clusters Score -766790.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -766789.125000 Penalty: 4292.467773
	Iteration 27Q: 3 clusters Score -766789.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -766793.500000 Penalty: 4292.467773
	Iteration 28Q: 3 clusters Score -766793.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -766792.562500 Penalty: 4292.467773
	Iteration 29Q: 3 clusters Score -766792.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -766794.812500 Penalty: 4292.467773
	Iteration 30Q: 3 clusters Score -766794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -766797.125000 Penalty: 4292.467773
	Iteration 31Q: 3 clusters Score -766797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -766797.125000 Penalty: 4292.467773
	Iteration 32F: 3 clusters Score -766797.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Entering Unmasked Estep 
Score: -5130932.500000 Penalty: 2607.959717
	Iteration 0F: 2 clusters Score -5130932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -5105911.000000 Penalty: 5215.919434
	Iteration 0F: 3 clusters Score -5105911 nChanged 16785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -5115158.000000 Penalty: 5215.919434
	Iteration 1F: 3 clusters Score -5115158 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -5115786.500000 Penalty: 5215.919434
	Iteration 2Q: 3 clusters Score -5115786 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -5116416.500000 Penalty: 5215.919434
	Iteration 3Q: 3 clusters Score -5116416 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -5117263.500000 Penalty: 5215.919434
	Iteration 4Q: 3 clusters Score -5117264 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -5118446.500000 Penalty: 5215.919434
	Iteration 5F: 3 clusters Score -5118446 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -5119882.000000 Penalty: 5215.919434
	Iteration 6F: 3 clusters Score -5119882 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -5121285.000000 Penalty: 5215.919434
	Iteration 7F: 3 clusters Score -5121285 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -5122653.000000 Penalty: 5215.919434
	Iteration 8F: 3 clusters Score -5122653 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -5123812.000000 Penalty: 5215.919434
	Iteration 9Q: 3 clusters Score -5123812 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -5124847.500000 Penalty: 5215.919434
	Iteration 10Q: 3 clusters Score -5124848 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -5125689.000000 Penalty: 5215.919434
	Iteration 11Q: 3 clusters Score -5125689 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -5126192.000000 Penalty: 5215.919434
	Iteration 12Q: 3 clusters Score -5126192 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -5126459.500000 Penalty: 5215.919434
	Iteration 13Q: 3 clusters Score -5126460 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -5126678.500000 Penalty: 5215.919434
	Iteration 14Q: 3 clusters Score -5126678 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -5126906.500000 Penalty: 5215.919434
	Iteration 15Q: 3 clusters Score -5126906 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -5127095.000000 Penalty: 5215.919434
	Iteration 16Q: 3 clusters Score -5127095 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -5127262.500000 Penalty: 5215.919434
	Iteration 17Q: 3 clusters Score -5127262 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -5127435.500000 Penalty: 5215.919434
	Iteration 18Q: 3 clusters Score -5127436 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -5127555.500000 Penalty: 5215.919434
	Iteration 19Q: 3 clusters Score -5127556 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -5127687.500000 Penalty: 5215.919434
	Iteration 20F: 3 clusters Score -5127688 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -5127800.500000 Penalty: 5215.919434
	Iteration 21Q: 3 clusters Score -5127800 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -5127912.000000 Penalty: 5215.919434
	Iteration 22Q: 3 clusters Score -5127912 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -5127990.000000 Penalty: 5215.919434
	Iteration 23Q: 3 clusters Score -5127990 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -5128086.500000 Penalty: 5215.919434
	Iteration 24Q: 3 clusters Score -5128086 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -5128198.000000 Penalty: 5215.919434
	Iteration 25Q: 3 clusters Score -5128198 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -5128287.000000 Penalty: 5215.919434
	Iteration 26Q: 3 clusters Score -5128287 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 35114 members 
Entering Unmasked Estep 
Score: -5128367.000000 Penalty: 5215.919434
	Iteration 27Q: 3 clusters Score -5128367 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -5128429.500000 Penalty: 5215.919434
	Iteration 28Q: 3 clusters Score -5128430 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -5128488.000000 Penalty: 5215.919434
	Iteration 29Q: 3 clusters Score -5128488 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -5128569.500000 Penalty: 5215.919434
	Iteration 30Q: 3 clusters Score -5128570 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -5128632.500000 Penalty: 5215.919434
	Iteration 31Q: 3 clusters Score -5128632 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -5128692.500000 Penalty: 5215.919434
	Iteration 32Q: 3 clusters Score -5128692 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 35676 members 
Entering Unmasked Estep 
Score: -5128773.000000 Penalty: 5215.919434
	Iteration 33Q: 3 clusters Score -5128773 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -5128854.500000 Penalty: 5215.919434
	Iteration 34Q: 3 clusters Score -5128854 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -5128949.500000 Penalty: 5215.919434
	Iteration 35Q: 3 clusters Score -5128950 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -5129061.500000 Penalty: 5215.919434
	Iteration 36Q: 3 clusters Score -5129062 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -5129129.500000 Penalty: 5215.919434
	Iteration 37Q: 3 clusters Score -5129130 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 35815 members 
Entering Unmasked Estep 
Score: -5129162.000000 Penalty: 5215.919434
	Iteration 38Q: 3 clusters Score -5129162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -5129197.500000 Penalty: 5215.919434
	Iteration 39Q: 3 clusters Score -5129198 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -5129217.000000 Penalty: 5215.919434
	Iteration 40F: 3 clusters Score -5129217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -5129213.000000 Penalty: 5215.919434
	Iteration 41Q: 3 clusters Score -5129213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -5129231.000000 Penalty: 5215.919434
	Iteration 42Q: 3 clusters Score -5129231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -5129251.000000 Penalty: 5215.919434
	Iteration 43Q: 3 clusters Score -5129251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -5129262.500000 Penalty: 5215.919434
	Iteration 44Q: 3 clusters Score -5129262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 35828 members 
Entering Unmasked Estep 
Score: -5129264.000000 Penalty: 5215.919434
	Iteration 45Q: 3 clusters Score -5129264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -5129271.000000 Penalty: 5215.919434
	Iteration 46Q: 3 clusters Score -5129271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -5129270.000000 Penalty: 5215.919434
	Iteration 47Q: 3 clusters Score -5129270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -5129288.500000 Penalty: 5215.919434
	Iteration 48Q: 3 clusters Score -5129288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -5129288.000000 Penalty: 5215.919434
	Iteration 49Q: 3 clusters Score -5129288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -5129287.500000 Penalty: 5215.919434
	Iteration 50Q: 3 clusters Score -5129288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -5129289.500000 Penalty: 5215.919434
	Iteration 51Q: 3 clusters Score -5129290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -5129285.000000 Penalty: 5215.919434
	Iteration 52Q: 3 clusters Score -5129285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -5129293.000000 Penalty: 5215.919434
	Iteration 53Q: 3 clusters Score -5129293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -5129295.500000 Penalty: 5215.919434
	Iteration 54Q: 3 clusters Score -5129296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -5129299.000000 Penalty: 5215.919434
	Iteration 55Q: 3 clusters Score -5129299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -5129299.000000 Penalty: 5215.919434
	Iteration 56Q: 3 clusters Score -5129299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -5129306.000000 Penalty: 5215.919434
	Iteration 57Q: 3 clusters Score -5129306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -5129306.500000 Penalty: 5215.919434
	Iteration 58Q: 3 clusters Score -5129306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -5129306.500000 Penalty: 5215.919434
	Iteration 59F: 3 clusters Score -5129306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Entering Unmasked Estep 
Score: -144744.921875 Penalty: 1754.800659
	Iteration 0F: 2 clusters Score -144744.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -142762.515625 Penalty: 3509.601318
	Iteration 0F: 3 clusters Score -142762.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -143229.171875 Penalty: 3509.601318
	Iteration 1F: 3 clusters Score -143229.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -143498.843750 Penalty: 3509.601318
	Iteration 2F: 3 clusters Score -143498.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -143721.453125 Penalty: 3509.601318
	Iteration 3F: 3 clusters Score -143721.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -143978.375000 Penalty: 3509.601318
	Iteration 4F: 3 clusters Score -143978.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -144087.296875 Penalty: 3509.601318
	Iteration 5Q: 3 clusters Score -144087.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -144165.250000 Penalty: 3509.601318
	Iteration 6Q: 3 clusters Score -144165.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -144268.203125 Penalty: 3509.601318
	Iteration 7Q: 3 clusters Score -144268.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -144434.453125 Penalty: 3509.601318
	Iteration 8Q: 3 clusters Score -144434.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -144540.000000 Penalty: 3509.601318
	Iteration 9Q: 3 clusters Score -144540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -144590.968750 Penalty: 3509.601318
	Iteration 10Q: 3 clusters Score -144591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -144621.765625 Penalty: 3509.601318
	Iteration 11Q: 3 clusters Score -144621.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -144647.984375 Penalty: 3509.601318
	Iteration 12Q: 3 clusters Score -144648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -144657.968750 Penalty: 3509.601318
	Iteration 13Q: 3 clusters Score -144658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -144658.843750 Penalty: 3509.601318
	Iteration 14Q: 3 clusters Score -144658.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -144658.843750 Penalty: 3509.601318
	Iteration 15F: 3 clusters Score -144658.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Entering Unmasked Estep 
Score: -4084711.500000 Penalty: 2549.908691
	Iteration 0F: 2 clusters Score -4084712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -4064479.750000 Penalty: 5099.817383
	Iteration 0F: 3 clusters Score -4064480 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -4071828.000000 Penalty: 5099.817383
	Iteration 1F: 3 clusters Score -4071828 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -4072236.750000 Penalty: 5099.817383
	Iteration 2Q: 3 clusters Score -4072237 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -4072560.750000 Penalty: 5099.817383
	Iteration 3Q: 3 clusters Score -4072561 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -4072902.000000 Penalty: 5099.817383
	Iteration 4Q: 3 clusters Score -4072902 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -4073260.750000 Penalty: 5099.817383
	Iteration 5Q: 3 clusters Score -4073261 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -4073702.500000 Penalty: 5099.817383
	Iteration 6Q: 3 clusters Score -4073702 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -4074237.250000 Penalty: 5099.817383
	Iteration 7Q: 3 clusters Score -4074237 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 14535 members 
Entering Unmasked Estep 
Score: -4074968.750000 Penalty: 5099.817383
	Iteration 8Q: 3 clusters Score -4074969 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -4076004.000000 Penalty: 5099.817383
	Iteration 9Q: 3 clusters Score -4076004 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -4077400.750000 Penalty: 5099.817383
	Iteration 10F: 3 clusters Score -4077401 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -4079090.750000 Penalty: 5099.817383
	Iteration 11F: 3 clusters Score -4079091 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -4080765.750000 Penalty: 5099.817383
	Iteration 12F: 3 clusters Score -4080766 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -4082012.250000 Penalty: 5099.817383
	Iteration 13F: 3 clusters Score -4082012 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -4082849.500000 Penalty: 5099.817383
	Iteration 14Q: 3 clusters Score -4082850 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -4083371.500000 Penalty: 5099.817383
	Iteration 15Q: 3 clusters Score -4083372 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -4083695.750000 Penalty: 5099.817383
	Iteration 16Q: 3 clusters Score -4083696 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -4083894.750000 Penalty: 5099.817383
	Iteration 17Q: 3 clusters Score -4083895 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -4084024.750000 Penalty: 5099.817383
	Iteration 18Q: 3 clusters Score -4084025 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -4084121.250000 Penalty: 5099.817383
	Iteration 19Q: 3 clusters Score -4084121 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -4084189.500000 Penalty: 5099.817383
	Iteration 20F: 3 clusters Score -4084190 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -4084222.750000 Penalty: 5099.817383
	Iteration 21Q: 3 clusters Score -4084223 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -4084261.250000 Penalty: 5099.817383
	Iteration 22Q: 3 clusters Score -4084261 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -4084288.250000 Penalty: 5099.817383
	Iteration 23Q: 3 clusters Score -4084288 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -4084309.250000 Penalty: 5099.817383
	Iteration 24Q: 3 clusters Score -4084309 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -4084330.500000 Penalty: 5099.817383
	Iteration 25Q: 3 clusters Score -4084330 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -4084348.000000 Penalty: 5099.817383
	Iteration 26Q: 3 clusters Score -4084348 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -4084374.000000 Penalty: 5099.817383
	Iteration 27Q: 3 clusters Score -4084374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -4084365.750000 Penalty: 5099.817383
	Iteration 28Q: 3 clusters Score -4084366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -4084373.500000 Penalty: 5099.817383
	Iteration 29Q: 3 clusters Score -4084374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -4084364.000000 Penalty: 5099.817383
	Iteration 30Q: 3 clusters Score -4084364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -4084374.750000 Penalty: 5099.817383
	Iteration 31Q: 3 clusters Score -4084375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -4084367.750000 Penalty: 5099.817383
	Iteration 32Q: 3 clusters Score -4084368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -4084373.000000 Penalty: 5099.817383
	Iteration 33Q: 3 clusters Score -4084373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -4084376.750000 Penalty: 5099.817383
	Iteration 34Q: 3 clusters Score -4084377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -4084374.750000 Penalty: 5099.817383
	Iteration 35Q: 3 clusters Score -4084375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -4084378.750000 Penalty: 5099.817383
	Iteration 36Q: 3 clusters Score -4084379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -4084376.500000 Penalty: 5099.817383
	Iteration 37Q: 3 clusters Score -4084376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -4084378.250000 Penalty: 5099.817383
	Iteration 38Q: 3 clusters Score -4084378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -4084378.500000 Penalty: 5099.817383
	Iteration 39Q: 3 clusters Score -4084378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -4084373.500000 Penalty: 5099.817383
	Iteration 40F: 3 clusters Score -4084374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -4084376.000000 Penalty: 5099.817383
	Iteration 41Q: 3 clusters Score -4084376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -4084373.750000 Penalty: 5099.817383
	Iteration 42Q: 3 clusters Score -4084374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -4084375.250000 Penalty: 5099.817383
	Iteration 43Q: 3 clusters Score -4084375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -4084375.250000 Penalty: 5099.817383
	Iteration 44F: 3 clusters Score -4084375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85439 members 
Entering Unmasked Estep 
Score: -11834809.000000 Penalty: 2816.178467
	Iteration 0F: 2 clusters Score -1.183481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -11777555.000000 Penalty: 5632.356934
	Iteration 0F: 3 clusters Score -1.177756e+07 nChanged 40177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -11800770.000000 Penalty: 5632.356934
	Iteration 1F: 3 clusters Score -1.180077e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -11802001.000000 Penalty: 5632.356934
	Iteration 2Q: 3 clusters Score -1.1802e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 51380 members 
Entering Unmasked Estep 
Score: -11803572.000000 Penalty: 5632.356934
	Iteration 3Q: 3 clusters Score -1.180357e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29904 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -11806132.000000 Penalty: 5632.356934
	Iteration 4F: 3 clusters Score -1.180613e+07 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -11810197.000000 Penalty: 5632.356934
	Iteration 5F: 3 clusters Score -1.18102e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 67359 members 
Entering Unmasked Estep 
Score: -11815508.000000 Penalty: 5632.356934
	Iteration 6F: 3 clusters Score -1.181551e+07 nChanged 6579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 73904 members 
Entering Unmasked Estep 
Score: -11821496.000000 Penalty: 5632.356934
	Iteration 7F: 3 clusters Score -1.18215e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -11826726.000000 Penalty: 5632.356934
	Iteration 8F: 3 clusters Score -1.182673e+07 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 82632 members 
Entering Unmasked Estep 
Score: -11829806.000000 Penalty: 5632.356934
	Iteration 9Q: 3 clusters Score -1.182981e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 84168 members 
Entering Unmasked Estep 
Score: -11831286.000000 Penalty: 5632.356934
	Iteration 10Q: 3 clusters Score -1.183129e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -11831900.000000 Penalty: 5632.356934
	Iteration 11Q: 3 clusters Score -1.18319e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -11832114.000000 Penalty: 5632.356934
	Iteration 12Q: 3 clusters Score -1.183211e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -11832209.000000 Penalty: 5632.356934
	Iteration 13Q: 3 clusters Score -1.183221e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 85019 members 
Entering Unmasked Estep 
Score: -11832285.000000 Penalty: 5632.356934
	Iteration 14Q: 3 clusters Score -1.183228e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 85037 members 
Entering Unmasked Estep 
Score: -11832303.000000 Penalty: 5632.356934
	Iteration 15Q: 3 clusters Score -1.18323e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 85048 members 
Entering Unmasked Estep 
Score: -11832334.000000 Penalty: 5632.356934
	Iteration 16Q: 3 clusters Score -1.183233e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -11832364.000000 Penalty: 5632.356934
	Iteration 17Q: 3 clusters Score -1.183236e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 85072 members 
Entering Unmasked Estep 
Score: -11832370.000000 Penalty: 5632.356934
	Iteration 18Q: 3 clusters Score -1.183237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 85075 members 
Entering Unmasked Estep 
Score: -11832384.000000 Penalty: 5632.356934
	Iteration 19Q: 3 clusters Score -1.183238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -11832400.000000 Penalty: 5632.356934
	Iteration 20F: 3 clusters Score -1.18324e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 85084 members 
Entering Unmasked Estep 
Score: -11832397.000000 Penalty: 5632.356934
	Iteration 21Q: 3 clusters Score -1.18324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 85082 members 
Entering Unmasked Estep 
Score: -11832396.000000 Penalty: 5632.356934
	Iteration 22Q: 3 clusters Score -1.18324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -11832394.000000 Penalty: 5632.356934
	Iteration 23Q: 3 clusters Score -1.183239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -11832394.000000 Penalty: 5632.356934
	Iteration 24Q: 3 clusters Score -1.183239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -11832396.000000 Penalty: 5632.356934
	Iteration 25Q: 3 clusters Score -1.18324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -11832399.000000 Penalty: 5632.356934
	Iteration 26Q: 3 clusters Score -1.18324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -11832397.000000 Penalty: 5632.356934
	Iteration 27Q: 3 clusters Score -1.18324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -11832397.000000 Penalty: 5632.356934
	Iteration 28F: 3 clusters Score -1.18324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Entering Unmasked Estep 
Score: -3981223.250000 Penalty: 2552.435303
	Iteration 0F: 2 clusters Score -3981223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3960932.000000 Penalty: 5104.870605
	Iteration 0F: 3 clusters Score -3960932 nChanged 13347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3968301.000000 Penalty: 5104.870605
	Iteration 1F: 3 clusters Score -3968301 nChanged 1557
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3968878 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3969472 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3970080.750000 Penalty: 5104.870605
	Iteration 4Q: 3 clusters Score -3970081 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -3970760 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3971529.250000 Penalty: 5104.870605
	Iteration 6Q: 3 clusters Score -3971529 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -3972339.500000 Penalty: 5104.870605
	Iteration 7F: 3 clusters Score -3972340 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -3973050.500000 Penalty: 5104.870605
	Iteration 8Q: 3 clusters Score -3973050 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -3973624.500000 Penalty: 5104.870605
	Iteration 9Q: 3 clusters Score -3973624 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3974043 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3974342.500000 Penalty: 5104.870605
	Iteration 11Q: 3 clusters Score -3974342 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -3974598.500000 Penalty: 5104.870605
	Iteration 12Q: 3 clusters Score -3974598 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -3974880.500000 Penalty: 5104.870605
	Iteration 13Q: 3 clusters Score -3974880 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -3975163.750000 Penalty: 5104.870605
	Iteration 14Q: 3 clusters Score -3975164 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3975521.000000 Penalty: 5104.870605
	Iteration 15Q: 3 clusters Score -3975521 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -3975952.500000 Penalty: 5104.870605
	Iteration 16Q: 3 clusters Score -3975952 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -3976377.750000 Penalty: 5104.870605
	Iteration 17Q: 3 clusters Score -3976378 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -3976732.750000 Penalty: 5104.870605
	Iteration 18Q: 3 clusters Score -3976733 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -3977052.750000 Penalty: 5104.870605
	Iteration 19Q: 3 clusters Score -3977053 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -3977285.750000 Penalty: 5104.870605
	Iteration 20F: 3 clusters Score -3977286 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3977438 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -3977581.250000 Penalty: 5104.870605
	Iteration 22Q: 3 clusters Score -3977581 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3977677 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -3977761.500000 Penalty: 5104.870605
	Iteration 24Q: 3 clusters Score -3977762 nChanged 251
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -3977827.500000 Penalty: 5104.870605
	Iteration 25Q: 3 clusters Score -3977828 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3977883.500000 Penalty: 5104.870605
	Iteration 26Q: 3 clusters Score -3977884 nChanged 194
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3977928 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -3977956.000000 Penalty: 5104.870605
	Iteration 28Q: 3 clusters Score -3977956 nChanged 161
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3978003.750000 Penalty: 5104.870605
	Iteration 29Q: 3 clusters Score -3978004 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -3978046.500000 Penalty: 5104.870605
	Iteration 30Q: 3 clusters Score -3978046 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3978081 nChanged 140
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3978098 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3978144.750000 Penalty: 5104.870605
	Iteration 33Q: 3 clusters Score -3978145 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -3978170.750000 Penalty: 5104.870605
	Iteration 34Q: 3 clusters Score -3978171 nChanged 154
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -3978214.750000 Penalty: 5104.870605
	Iteration 35Q: 3 clusters Score -3978215 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -3978278.250000 Penalty: 5104.870605
	Iteration 36Q: 3 clusters Score -3978278 nChanged 172
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -3978328.000000 Penalty: 5104.870605
	Iteration 37Q: 3 clusters Score -3978328 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3978356.750000 Penalty: 5104.870605
	Iteration 38Q: 3 clusters Score -3978357 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -3978383.250000 Penalty: 5104.870605
	Iteration 39Q: 3 clusters Score -3978383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -3978406.250000 Penalty: 5104.870605
	Iteration 40F: 3 clusters Score -3978406 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -3978435.500000 Penalty: 5104.870605
	Iteration 41Q: 3 clusters Score -3978436 nChanged 111
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3978438 nChanged 107
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3978474.750000 Penalty: 5104.870605
	Iteration 43Q: 3 clusters Score -3978475 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -3978490.250000 Penalty: 5104.870605
	Iteration 44Q: 3 clusters Score -3978490 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -3978486.750000 Penalty: 5104.870605
	Iteration 45Q: 3 clusters Score -3978487 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3978500 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3978523.250000 Penalty: 5104.870605
	Iteration 47Q: 3 clusters Score -3978523 nChanged 80
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Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -3978548.750000 Penalty: 5104.870605
	Iteration 48Q: 3 clusters Score -3978549 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3978559.000000 Penalty: 5104.870605
	Iteration 49Q: 3 clusters Score -3978559 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3978580.000000 Penalty: 5104.870605
	Iteration 50Q: 3 clusters Score -3978580 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3978590 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3978595.750000 Penalty: 5104.870605
	Iteration 52Q: 3 clusters Score -3978596 nChanged 67
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Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -3978597.250000 Penalty: 5104.870605
	Iteration 53Q: 3 clusters Score -3978597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -3978605.250000 Penalty: 5104.870605
	Iteration 54Q: 3 clusters Score -3978605 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -3978615.000000 Penalty: 5104.870605
	Iteration 55Q: 3 clusters Score -3978615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3978614.750000 Penalty: 5104.870605
	Iteration 56Q: 3 clusters Score -3978615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3978629.500000 Penalty: 5104.870605
	Iteration 57Q: 3 clusters Score -3978630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -3978641.250000 Penalty: 5104.870605
	Iteration 58Q: 3 clusters Score -3978641 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3978651.500000 Penalty: 5104.870605
	Iteration 59Q: 3 clusters Score -3978652 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3978654.250000 Penalty: 5104.870605
	Iteration 60F: 3 clusters Score -3978654 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -3978651.750000 Penalty: 5104.870605
	Iteration 61Q: 3 clusters Score -3978652 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3978661.000000 Penalty: 5104.870605
	Iteration 62Q: 3 clusters Score -3978661 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -3978675.750000 Penalty: 5104.870605
	Iteration 63Q: 3 clusters Score -3978676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3978675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -3978673.750000 Penalty: 5104.870605
	Iteration 65Q: 3 clusters Score -3978674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3978675.000000 Penalty: 5104.870605
	Iteration 66Q: 3 clusters Score -3978675 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3978681.000000 Penalty: 5104.870605
	Iteration 67Q: 3 clusters Score -3978681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3978677.500000 Penalty: 5104.870605
	Iteration 68Q: 3 clusters Score -3978678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3978666.000000 Penalty: 5104.870605
	Iteration 69Q: 3 clusters Score -3978666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3978677.750000 Penalty: 5104.870605
	Iteration 70Q: 3 clusters Score -3978678 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3978686.750000 Penalty: 5104.870605
	Iteration 71Q: 3 clusters Score -3978687 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3978687.750000 Penalty: 5104.870605
	Iteration 72Q: 3 clusters Score -3978688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3978691.500000 Penalty: 5104.870605
	Iteration 73Q: 3 clusters Score -3978692 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3978694.250000 Penalty: 5104.870605
	Iteration 74Q: 3 clusters Score -3978694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -3978689.750000 Penalty: 5104.870605
	Iteration 75Q: 3 clusters Score -3978690 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3978696.500000 Penalty: 5104.870605
	Iteration 76Q: 3 clusters Score -3978696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3978701.500000 Penalty: 5104.870605
	Iteration 77Q: 3 clusters Score -3978702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -3978709.250000 Penalty: 5104.870605
	Iteration 78Q: 3 clusters Score -3978709 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -3978710.750000 Penalty: 5104.870605
	Iteration 79Q: 3 clusters Score -3978711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3978716.250000 Penalty: 5104.870605
	Iteration 80F: 3 clusters Score -3978716 nChanged 29
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Mstep: Class 1 contains 26367 members 
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Entering Unmasked Estep 
Score: -3978724.000000 Penalty: 5104.870605
	Iteration 81Q: 3 clusters Score -3978724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -3978724.250000 Penalty: 5104.870605
	Iteration 82Q: 3 clusters Score -3978724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3978721.750000 Penalty: 5104.870605
	Iteration 83Q: 3 clusters Score -3978722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3978721.000000 Penalty: 5104.870605
	Iteration 84Q: 3 clusters Score -3978721 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
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Entering Unmasked Estep 
Score: -3978723.250000 Penalty: 5104.870605
	Iteration 85Q: 3 clusters Score -3978723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3978737.250000 Penalty: 5104.870605
	Iteration 86Q: 3 clusters Score -3978737 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3978736.500000 Penalty: 5104.870605
	Iteration 87Q: 3 clusters Score -3978736 nChanged 28
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Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3978732.500000 Penalty: 5104.870605
	Iteration 88Q: 3 clusters Score -3978732 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3978730.750000 Penalty: 5104.870605
	Iteration 89Q: 3 clusters Score -3978731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3978743.250000 Penalty: 5104.870605
	Iteration 90Q: 3 clusters Score -3978743 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3978751.250000 Penalty: 5104.870605
	Iteration 91Q: 3 clusters Score -3978751 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3978757.750000 Penalty: 5104.870605
	Iteration 92Q: 3 clusters Score -3978758 nChanged 20
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Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3978756.750000 Penalty: 5104.870605
	Iteration 93Q: 3 clusters Score -3978757 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -3978764.750000 Penalty: 5104.870605
	Iteration 94Q: 3 clusters Score -3978765 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3978770.500000 Penalty: 5104.870605
	Iteration 95Q: 3 clusters Score -3978770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3978771.500000 Penalty: 5104.870605
	Iteration 96Q: 3 clusters Score -3978772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3978772.750000 Penalty: 5104.870605
	Iteration 97Q: 3 clusters Score -3978773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3978781.000000 Penalty: 5104.870605
	Iteration 98Q: 3 clusters Score -3978781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -3978783.000000 Penalty: 5104.870605
	Iteration 99Q: 3 clusters Score -3978783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3978782.750000 Penalty: 5104.870605
	Iteration 100F: 3 clusters Score -3978783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3978790.750000 Penalty: 5104.870605
	Iteration 101Q: 3 clusters Score -3978791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3978794.000000 Penalty: 5104.870605
	Iteration 102Q: 3 clusters Score -3978794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3978792.250000 Penalty: 5104.870605
	Iteration 103Q: 3 clusters Score -3978792 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3978792.000000 Penalty: 5104.870605
	Iteration 104Q: 3 clusters Score -3978792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3978788.750000 Penalty: 5104.870605
	Iteration 105Q: 3 clusters Score -3978789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -3978788.750000 Penalty: 5104.870605
	Iteration 106Q: 3 clusters Score -3978789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3978793.250000 Penalty: 5104.870605
	Iteration 107Q: 3 clusters Score -3978793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3978801.250000 Penalty: 5104.870605
	Iteration 108Q: 3 clusters Score -3978801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3978803.750000 Penalty: 5104.870605
	Iteration 109Q: 3 clusters Score -3978804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3978804.250000 Penalty: 5104.870605
	Iteration 110Q: 3 clusters Score -3978804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -3978810.000000 Penalty: 5104.870605
	Iteration 111Q: 3 clusters Score -3978810 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -3978817.500000 Penalty: 5104.870605
	Iteration 112Q: 3 clusters Score -3978818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3978824.000000 Penalty: 5104.870605
	Iteration 113Q: 3 clusters Score -3978824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3978825.500000 Penalty: 5104.870605
	Iteration 114Q: 3 clusters Score -3978826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -3978841.000000 Penalty: 5104.870605
	Iteration 115Q: 3 clusters Score -3978841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3978846.500000 Penalty: 5104.870605
	Iteration 116Q: 3 clusters Score -3978846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -3978849.500000 Penalty: 5104.870605
	Iteration 117Q: 3 clusters Score -3978850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -3978860.750000 Penalty: 5104.870605
	Iteration 118Q: 3 clusters Score -3978861 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3978854.500000 Penalty: 5104.870605
	Iteration 119Q: 3 clusters Score -3978854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3978868.250000 Penalty: 5104.870605
	Iteration 120F: 3 clusters Score -3978868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -3978878.500000 Penalty: 5104.870605
	Iteration 121Q: 3 clusters Score -3978878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3978885.250000 Penalty: 5104.870605
	Iteration 122Q: 3 clusters Score -3978885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3978890.250000 Penalty: 5104.870605
	Iteration 123Q: 3 clusters Score -3978890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -3978890.500000 Penalty: 5104.870605
	Iteration 124Q: 3 clusters Score -3978890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -3978886.500000 Penalty: 5104.870605
	Iteration 125Q: 3 clusters Score -3978886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27295 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3978893.000000 Penalty: 5104.870605
	Iteration 126Q: 3 clusters Score -3978893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3978891.500000 Penalty: 5104.870605
	Iteration 127Q: 3 clusters Score -3978892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27323 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3978880.250000 Penalty: 5104.870605
	Iteration 128Q: 3 clusters Score -3978880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3978889.250000 Penalty: 5104.870605
	Iteration 129Q: 3 clusters Score -3978889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27337 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3978891.000000 Penalty: 5104.870605
	Iteration 130Q: 3 clusters Score -3978891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3978894.500000 Penalty: 5104.870605
	Iteration 131Q: 3 clusters Score -3978894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3978893.750000 Penalty: 5104.870605
	Iteration 132Q: 3 clusters Score -3978894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3978893.250000 Penalty: 5104.870605
	Iteration 133Q: 3 clusters Score -3978893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3978893.500000 Penalty: 5104.870605
	Iteration 134Q: 3 clusters Score -3978894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3978895.500000 Penalty: 5104.870605
	Iteration 135Q: 3 clusters Score -3978896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3978899.500000 Penalty: 5104.870605
	Iteration 136Q: 3 clusters Score -3978900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3978895.250000 Penalty: 5104.870605
	Iteration 137Q: 3 clusters Score -3978895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3978896.000000 Penalty: 5104.870605
	Iteration 138Q: 3 clusters Score -3978896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3978896.750000 Penalty: 5104.870605
	Iteration 139Q: 3 clusters Score -3978897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -3978894.500000 Penalty: 5104.870605
	Iteration 140F: 3 clusters Score -3978894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3978894.000000 Penalty: 5104.870605
	Iteration 141Q: 3 clusters Score -3978894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -3978888.500000 Penalty: 5104.870605
	Iteration 142Q: 3 clusters Score -3978888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -3978897.500000 Penalty: 5104.870605
	Iteration 143Q: 3 clusters Score -3978898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3978902.500000 Penalty: 5104.870605
	Iteration 144Q: 3 clusters Score -3978902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3978896.750000 Penalty: 5104.870605
	Iteration 145Q: 3 clusters Score -3978897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3978899.250000 Penalty: 5104.870605
	Iteration 146Q: 3 clusters Score -3978899 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -3978901.250000 Penalty: 5104.870605
	Iteration 147Q: 3 clusters Score -3978901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3978906.000000 Penalty: 5104.870605
	Iteration 148Q: 3 clusters Score -3978906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27437 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3978905.750000 Penalty: 5104.870605
	Iteration 149Q: 3 clusters Score -3978906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3978907.250000 Penalty: 5104.870605
	Iteration 150Q: 3 clusters Score -3978907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3978907.250000 Penalty: 5104.870605
	Iteration 151F: 3 clusters Score -3978907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (276579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276579 members 
Entering Unmasked Estep 
Score: -38619956.000000 Penalty: 3107.502441
	Iteration 0F: 2 clusters Score -3.861996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138048 members 
Mstep: Class 2 contains 138531 members 
Entering Unmasked Estep 
Score: -38467092.000000 Penalty: 6215.004883
	Iteration 0F: 3 clusters Score -3.846709e+07 nChanged 133505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132519 members 
Mstep: Class 2 contains 144060 members 
Entering Unmasked Estep 
Score: -38545500.000000 Penalty: 6215.004883
	Iteration 1F: 3 clusters Score -3.85455e+07 nChanged 7615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128352 members 
Mstep: Class 2 contains 148227 members 
Entering Unmasked Estep 
Score: -38547096.000000 Penalty: 6215.004883
	Iteration 2Q: 3 clusters Score -3.85471e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121689 members 
Mstep: Class 2 contains 154890 members 
Entering Unmasked Estep 
Score: -38550092.000000 Penalty: 6215.004883
	Iteration 3Q: 3 clusters Score -3.855009e+07 nChanged 12591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111392 members 
Mstep: Class 2 contains 165187 members 
Entering Unmasked Estep 
Score: -38555108.000000 Penalty: 6215.004883
	Iteration 4Q: 3 clusters Score -3.855511e+07 nChanged 16266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96856 members 
Mstep: Class 2 contains 179723 members 
Entering Unmasked Estep 
Score: -38563656.000000 Penalty: 6215.004883
	Iteration 5F: 3 clusters Score -3.856366e+07 nChanged 19892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78420 members 
Mstep: Class 2 contains 198159 members 
Entering Unmasked Estep 
Score: -38576476.000000 Penalty: 6215.004883
	Iteration 6F: 3 clusters Score -3.857648e+07 nChanged 21517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57813 members 
Mstep: Class 2 contains 218766 members 
Entering Unmasked Estep 
Score: -38592836.000000 Penalty: 6215.004883
	Iteration 7F: 3 clusters Score -3.859284e+07 nChanged 19879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 238091 members 
Entering Unmasked Estep 
Score: -38608504.000000 Penalty: 6215.004883
	Iteration 8F: 3 clusters Score -3.86085e+07 nChanged 15768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 253619 members 
Entering Unmasked Estep 
Score: -38616804.000000 Penalty: 6215.004883
	Iteration 9F: 3 clusters Score -3.86168e+07 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 264556 members 
Entering Unmasked Estep 
Score: -38618472.000000 Penalty: 6215.004883
	Iteration 10Q: 3 clusters Score -3.861847e+07 nChanged 6359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 270899 members 
Entering Unmasked Estep 
Score: -38617932.000000 Penalty: 6215.004883
	Iteration 11Q: 3 clusters Score -3.861793e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 273855 members 
Entering Unmasked Estep 
Score: -38617536.000000 Penalty: 6215.004883
	Iteration 12Q: 3 clusters Score -3.861754e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 275141 members 
Entering Unmasked Estep 
Score: -38617524.000000 Penalty: 6215.004883
	Iteration 13Q: 3 clusters Score -3.861752e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 275667 members 
Entering Unmasked Estep 
Score: -38617432.000000 Penalty: 6215.004883
	Iteration 14Q: 3 clusters Score -3.861743e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 275890 members 
Entering Unmasked Estep 
Score: -38617520.000000 Penalty: 6215.004883
	Iteration 15Q: 3 clusters Score -3.861752e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 275988 members 
Entering Unmasked Estep 
Score: -38617532.000000 Penalty: 6215.004883
	Iteration 16Q: 3 clusters Score -3.861753e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 276039 members 
Entering Unmasked Estep 
Score: -38617560.000000 Penalty: 6215.004883
	Iteration 17Q: 3 clusters Score -3.861756e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 276050 members 
Entering Unmasked Estep 
Score: -38617596.000000 Penalty: 6215.004883
	Iteration 18Q: 3 clusters Score -3.86176e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 276058 members 
Entering Unmasked Estep 
Score: -38617636.000000 Penalty: 6215.004883
	Iteration 19Q: 3 clusters Score -3.861764e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 276069 members 
Entering Unmasked Estep 
Score: -38617640.000000 Penalty: 6215.004883
	Iteration 20F: 3 clusters Score -3.861764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 276073 members 
Entering Unmasked Estep 
Score: -38617636.000000 Penalty: 6215.004883
	Iteration 21Q: 3 clusters Score -3.861764e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 276087 members 
Entering Unmasked Estep 
Score: -38617680.000000 Penalty: 6215.004883
	Iteration 22Q: 3 clusters Score -3.861768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 276093 members 
Entering Unmasked Estep 
Score: -38617672.000000 Penalty: 6215.004883
	Iteration 23Q: 3 clusters Score -3.861767e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 276096 members 
Entering Unmasked Estep 
Score: -38617680.000000 Penalty: 6215.004883
	Iteration 24Q: 3 clusters Score -3.861768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 276102 members 
Entering Unmasked Estep 
Score: -38617668.000000 Penalty: 6215.004883
	Iteration 25Q: 3 clusters Score -3.861767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 276104 members 
Entering Unmasked Estep 
Score: -38617632.000000 Penalty: 6215.004883
	Iteration 26Q: 3 clusters Score -3.861763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 276107 members 
Entering Unmasked Estep 
Score: -38617636.000000 Penalty: 6215.004883
	Iteration 27Q: 3 clusters Score -3.861764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 276107 members 
Entering Unmasked Estep 
Score: -38617636.000000 Penalty: 6215.004883
	Iteration 28F: 3 clusters Score -3.861764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -154387.796875 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -154387.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -152364.500000 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -152364.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -152637.375000 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -152637.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -152714.812500 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -152714.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -152761.953125 Penalty: 3490.801514
	Iteration 3Q: 3 clusters Score -152762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -152801.640625 Penalty: 3490.801514
	Iteration 4Q: 3 clusters Score -152801.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -152827.671875 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -152827.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -152838.656250 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -152838.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -152846.312500 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -152846.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -152851.359375 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -152851.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -152868.062500 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -152868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -152893.953125 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -152894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -152910.828125 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -152910.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -152920.671875 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -152920.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -152923.640625 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -152923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -152930.390625 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -152930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -152935.515625 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -152935.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -152937.515625 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -152937.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -152940.734375 Penalty: 3490.801514
	Iteration 17Q: 3 clusters Score -152940.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -152940.734375 Penalty: 3490.801514
	Iteration 18F: 3 clusters Score -152940.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Entering Unmasked Estep 
Score: -3134102.000000 Penalty: 2497.857422
	Iteration 0F: 2 clusters Score -3134102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3117739.500000 Penalty: 4995.714844
	Iteration 0F: 3 clusters Score -3117740 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -3123482.000000 Penalty: 4995.714844
	Iteration 1F: 3 clusters Score -3123482 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -3123979.000000 Penalty: 4995.714844
	Iteration 2F: 3 clusters Score -3123979 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -3124401.250000 Penalty: 4995.714844
	Iteration 3Q: 3 clusters Score -3124401 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -3124808.500000 Penalty: 4995.714844
	Iteration 4Q: 3 clusters Score -3124808 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -3125223.250000 Penalty: 4995.714844
	Iteration 5Q: 3 clusters Score -3125223 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -3125674.000000 Penalty: 4995.714844
	Iteration 6Q: 3 clusters Score -3125674 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -3126185.750000 Penalty: 4995.714844
	Iteration 7Q: 3 clusters Score -3126186 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -3126860.250000 Penalty: 4995.714844
	Iteration 8Q: 3 clusters Score -3126860 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -3127661.750000 Penalty: 4995.714844
	Iteration 9Q: 3 clusters Score -3127662 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -3128525.500000 Penalty: 4995.714844
	Iteration 10F: 3 clusters Score -3128526 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3129384.750000 Penalty: 4995.714844
	Iteration 11Q: 3 clusters Score -3129385 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -3130141.250000 Penalty: 4995.714844
	Iteration 12Q: 3 clusters Score -3130141 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3130732.000000 Penalty: 4995.714844
	Iteration 13Q: 3 clusters Score -3130732 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3131126.750000 Penalty: 4995.714844
	Iteration 14Q: 3 clusters Score -3131127 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -3131392.250000 Penalty: 4995.714844
	Iteration 15Q: 3 clusters Score -3131392 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -3131565.500000 Penalty: 4995.714844
	Iteration 16Q: 3 clusters Score -3131566 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3131688.000000 Penalty: 4995.714844
	Iteration 17Q: 3 clusters Score -3131688 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3131767.000000 Penalty: 4995.714844
	Iteration 18Q: 3 clusters Score -3131767 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3131817.750000 Penalty: 4995.714844
	Iteration 19Q: 3 clusters Score -3131818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -3131847.500000 Penalty: 4995.714844
	Iteration 20F: 3 clusters Score -3131848 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -3131881.500000 Penalty: 4995.714844
	Iteration 21Q: 3 clusters Score -3131882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3131906.000000 Penalty: 4995.714844
	Iteration 22Q: 3 clusters Score -3131906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -3131920.250000 Penalty: 4995.714844
	Iteration 23Q: 3 clusters Score -3131920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3131933.250000 Penalty: 4995.714844
	Iteration 24Q: 3 clusters Score -3131933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3131937.000000 Penalty: 4995.714844
	Iteration 25Q: 3 clusters Score -3131937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -3131943.500000 Penalty: 4995.714844
	Iteration 26Q: 3 clusters Score -3131944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -3131953.000000 Penalty: 4995.714844
	Iteration 27Q: 3 clusters Score -3131953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -3131958.500000 Penalty: 4995.714844
	Iteration 28Q: 3 clusters Score -3131958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -3131965.000000 Penalty: 4995.714844
	Iteration 29Q: 3 clusters Score -3131965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3131975.750000 Penalty: 4995.714844
	Iteration 30Q: 3 clusters Score -3131976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -3131979.000000 Penalty: 4995.714844
	Iteration 31Q: 3 clusters Score -3131979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -3131982.750000 Penalty: 4995.714844
	Iteration 32Q: 3 clusters Score -3131983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -3131985.000000 Penalty: 4995.714844
	Iteration 33Q: 3 clusters Score -3131985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -3131985.250000 Penalty: 4995.714844
	Iteration 34Q: 3 clusters Score -3131985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3131985.250000 Penalty: 4995.714844
	Iteration 35Q: 3 clusters Score -3131985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3131985.250000 Penalty: 4995.714844
	Iteration 36F: 3 clusters Score -3131985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Entering Unmasked Estep 
Score: -1476361.125000 Penalty: 2315.613037
	Iteration 0F: 2 clusters Score -1476361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1467853.375000 Penalty: 4631.226074
	Iteration 0F: 3 clusters Score -1467853 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1470422.750000 Penalty: 4631.226074
	Iteration 1F: 3 clusters Score -1470423 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1470797.875000 Penalty: 4631.226074
	Iteration 2F: 3 clusters Score -1470798 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1471124.500000 Penalty: 4631.226074
	Iteration 3F: 3 clusters Score -1471124 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1471410.250000 Penalty: 4631.226074
	Iteration 4Q: 3 clusters Score -1471410 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1471672.500000 Penalty: 4631.226074
	Iteration 5Q: 3 clusters Score -1471672 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1471907.125000 Penalty: 4631.226074
	Iteration 6Q: 3 clusters Score -1471907 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1472171.625000 Penalty: 4631.226074
	Iteration 7Q: 3 clusters Score -1472172 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1472410.375000 Penalty: 4631.226074
	Iteration 8Q: 3 clusters Score -1472410 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1472632.500000 Penalty: 4631.226074
	Iteration 9Q: 3 clusters Score -1472632 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1472835.750000 Penalty: 4631.226074
	Iteration 10Q: 3 clusters Score -1472836 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1473019.250000 Penalty: 4631.226074
	Iteration 11Q: 3 clusters Score -1473019 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1473198.250000 Penalty: 4631.226074
	Iteration 12Q: 3 clusters Score -1473198 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1473364.250000 Penalty: 4631.226074
	Iteration 13Q: 3 clusters Score -1473364 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1473500.750000 Penalty: 4631.226074
	Iteration 14Q: 3 clusters Score -1473501 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1473643.625000 Penalty: 4631.226074
	Iteration 15Q: 3 clusters Score -1473644 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1473762.000000 Penalty: 4631.226074
	Iteration 16Q: 3 clusters Score -1473762 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1473852.375000 Penalty: 4631.226074
	Iteration 17Q: 3 clusters Score -1473852 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1473929.750000 Penalty: 4631.226074
	Iteration 18Q: 3 clusters Score -1473930 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1474001.125000 Penalty: 4631.226074
	Iteration 19Q: 3 clusters Score -1474001 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1474069.250000 Penalty: 4631.226074
	Iteration 20F: 3 clusters Score -1474069 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1474133.375000 Penalty: 4631.226074
	Iteration 21Q: 3 clusters Score -1474133 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -1474190.625000 Penalty: 4631.226074
	Iteration 22Q: 3 clusters Score -1474191 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1474235.750000 Penalty: 4631.226074
	Iteration 23Q: 3 clusters Score -1474236 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1474256.000000 Penalty: 4631.226074
	Iteration 24Q: 3 clusters Score -1474256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1474271.375000 Penalty: 4631.226074
	Iteration 25Q: 3 clusters Score -1474271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1474293.250000 Penalty: 4631.226074
	Iteration 26Q: 3 clusters Score -1474293 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1474310.125000 Penalty: 4631.226074
	Iteration 27Q: 3 clusters Score -1474310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1474320.625000 Penalty: 4631.226074
	Iteration 28Q: 3 clusters Score -1474321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1474324.625000 Penalty: 4631.226074
	Iteration 29Q: 3 clusters Score -1474325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1474329.625000 Penalty: 4631.226074
	Iteration 30Q: 3 clusters Score -1474330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -1474334.500000 Penalty: 4631.226074
	Iteration 31Q: 3 clusters Score -1474334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1474336.750000 Penalty: 4631.226074
	Iteration 32Q: 3 clusters Score -1474337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1474335.250000 Penalty: 4631.226074
	Iteration 33Q: 3 clusters Score -1474335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -1474335.250000 Penalty: 4631.226074
	Iteration 34F: 3 clusters Score -1474335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Entering Unmasked Estep 
Score: -3219807.250000 Penalty: 2518.619385
	Iteration 0F: 2 clusters Score -3219807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3202146.000000 Penalty: 5037.238770
	Iteration 0F: 3 clusters Score -3202146 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -3209081.750000 Penalty: 5037.238770
	Iteration 1F: 3 clusters Score -3209082 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -3210334.000000 Penalty: 5037.238770
	Iteration 2F: 3 clusters Score -3210334 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3211523.500000 Penalty: 5037.238770
	Iteration 3F: 3 clusters Score -3211524 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -3212507.500000 Penalty: 5037.238770
	Iteration 4F: 3 clusters Score -3212508 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3213349.000000 Penalty: 5037.238770
	Iteration 5F: 3 clusters Score -3213349 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -3214078.250000 Penalty: 5037.238770
	Iteration 6Q: 3 clusters Score -3214078 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -3214707.250000 Penalty: 5037.238770
	Iteration 7Q: 3 clusters Score -3214707 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -3215263.250000 Penalty: 5037.238770
	Iteration 8Q: 3 clusters Score -3215263 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -3215823.250000 Penalty: 5037.238770
	Iteration 9Q: 3 clusters Score -3215823 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -3216257.750000 Penalty: 5037.238770
	Iteration 10Q: 3 clusters Score -3216258 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3216622.500000 Penalty: 5037.238770
	Iteration 11Q: 3 clusters Score -3216622 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -3216893.250000 Penalty: 5037.238770
	Iteration 12Q: 3 clusters Score -3216893 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -3217160.250000 Penalty: 5037.238770
	Iteration 13Q: 3 clusters Score -3217160 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -3217369.000000 Penalty: 5037.238770
	Iteration 14Q: 3 clusters Score -3217369 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -3217581.000000 Penalty: 5037.238770
	Iteration 15Q: 3 clusters Score -3217581 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -3217738.750000 Penalty: 5037.238770
	Iteration 16Q: 3 clusters Score -3217739 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -3217883.250000 Penalty: 5037.238770
	Iteration 17Q: 3 clusters Score -3217883 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3218008.250000 Penalty: 5037.238770
	Iteration 18Q: 3 clusters Score -3218008 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3218077.500000 Penalty: 5037.238770
	Iteration 19Q: 3 clusters Score -3218078 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3218144.500000 Penalty: 5037.238770
	Iteration 20F: 3 clusters Score -3218144 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -3218191.750000 Penalty: 5037.238770
	Iteration 21Q: 3 clusters Score -3218192 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -3218233.500000 Penalty: 5037.238770
	Iteration 22Q: 3 clusters Score -3218234 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -3218255.750000 Penalty: 5037.238770
	Iteration 23Q: 3 clusters Score -3218256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3218276.000000 Penalty: 5037.238770
	Iteration 24Q: 3 clusters Score -3218276 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3218284.500000 Penalty: 5037.238770
	Iteration 25Q: 3 clusters Score -3218284 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -3218308.750000 Penalty: 5037.238770
	Iteration 26Q: 3 clusters Score -3218309 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3218323.250000 Penalty: 5037.238770
	Iteration 27Q: 3 clusters Score -3218323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -3218327.750000 Penalty: 5037.238770
	Iteration 28Q: 3 clusters Score -3218328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3218340.250000 Penalty: 5037.238770
	Iteration 29Q: 3 clusters Score -3218340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3218344.000000 Penalty: 5037.238770
	Iteration 30Q: 3 clusters Score -3218344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -3218340.500000 Penalty: 5037.238770
	Iteration 31Q: 3 clusters Score -3218340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3218340.250000 Penalty: 5037.238770
	Iteration 32Q: 3 clusters Score -3218340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -3218347.250000 Penalty: 5037.238770
	Iteration 33Q: 3 clusters Score -3218347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -3218348.500000 Penalty: 5037.238770
	Iteration 34Q: 3 clusters Score -3218348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3218362.250000 Penalty: 5037.238770
	Iteration 35Q: 3 clusters Score -3218362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3218365.250000 Penalty: 5037.238770
	Iteration 36Q: 3 clusters Score -3218365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -3218371.000000 Penalty: 5037.238770
	Iteration 37Q: 3 clusters Score -3218371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3218379.000000 Penalty: 5037.238770
	Iteration 38Q: 3 clusters Score -3218379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -3218376.000000 Penalty: 5037.238770
	Iteration 39Q: 3 clusters Score -3218376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -3218377.250000 Penalty: 5037.238770
	Iteration 40F: 3 clusters Score -3218377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3218378.750000 Penalty: 5037.238770
	Iteration 41Q: 3 clusters Score -3218379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -3218380.750000 Penalty: 5037.238770
	Iteration 42Q: 3 clusters Score -3218381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3218379.250000 Penalty: 5037.238770
	Iteration 43Q: 3 clusters Score -3218379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
Score: -3218380.500000 Penalty: 5037.238770
	Iteration 44Q: 3 clusters Score -3218380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3218381.750000 Penalty: 5037.238770
	Iteration 45Q: 3 clusters Score -3218382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -3218382.000000 Penalty: 5037.238770
	Iteration 46Q: 3 clusters Score -3218382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -3218386.500000 Penalty: 5037.238770
	Iteration 47Q: 3 clusters Score -3218386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -3218390.500000 Penalty: 5037.238770
	Iteration 48Q: 3 clusters Score -3218390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -3218388.500000 Penalty: 5037.238770
	Iteration 49Q: 3 clusters Score -3218388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3218391.750000 Penalty: 5037.238770
	Iteration 50Q: 3 clusters Score -3218392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3218399.250000 Penalty: 5037.238770
	Iteration 51Q: 3 clusters Score -3218399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -3218396.250000 Penalty: 5037.238770
	Iteration 52Q: 3 clusters Score -3218396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -3218396.750000 Penalty: 5037.238770
	Iteration 53Q: 3 clusters Score -3218397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3218391.000000 Penalty: 5037.238770
	Iteration 54Q: 3 clusters Score -3218391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3218390.000000 Penalty: 5037.238770
	Iteration 55Q: 3 clusters Score -3218390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3218392.500000 Penalty: 5037.238770
	Iteration 56Q: 3 clusters Score -3218392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3218393.000000 Penalty: 5037.238770
	Iteration 57Q: 3 clusters Score -3218393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3218391.750000 Penalty: 5037.238770
	Iteration 58Q: 3 clusters Score -3218392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -3218389.250000 Penalty: 5037.238770
	Iteration 59Q: 3 clusters Score -3218389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3218392.750000 Penalty: 5037.238770
	Iteration 60F: 3 clusters Score -3218393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3218391.750000 Penalty: 5037.238770
	Iteration 61Q: 3 clusters Score -3218392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3218391.750000 Penalty: 5037.238770
	Iteration 62F: 3 clusters Score -3218392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (144910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144910 members 
Entering Unmasked Estep 
Score: -19876438.000000 Penalty: 2947.199219
	Iteration 0F: 2 clusters Score -1.987644e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72235 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -19780810.000000 Penalty: 5894.398438
	Iteration 0F: 3 clusters Score -1.978081e+07 nChanged 69373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68688 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -19821566.000000 Penalty: 5894.398438
	Iteration 1F: 3 clusters Score -1.982157e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66532 members 
Mstep: Class 2 contains 78378 members 
Entering Unmasked Estep 
Score: -19823476.000000 Penalty: 5894.398438
	Iteration 2Q: 3 clusters Score -1.982348e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63276 members 
Mstep: Class 2 contains 81634 members 
Entering Unmasked Estep 
Score: -19826552.000000 Penalty: 5894.398438
	Iteration 3Q: 3 clusters Score -1.982655e+07 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58632 members 
Mstep: Class 2 contains 86278 members 
Entering Unmasked Estep 
Score: -19830992.000000 Penalty: 5894.398438
	Iteration 4F: 3 clusters Score -1.983099e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 92177 members 
Entering Unmasked Estep 
Score: -19836950.000000 Penalty: 5894.398438
	Iteration 5F: 3 clusters Score -1.983695e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 98768 members 
Entering Unmasked Estep 
Score: -19843674.000000 Penalty: 5894.398438
	Iteration 6F: 3 clusters Score -1.984367e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 105774 members 
Entering Unmasked Estep 
Score: -19849944.000000 Penalty: 5894.398438
	Iteration 7F: 3 clusters Score -1.984994e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 112672 members 
Entering Unmasked Estep 
Score: -19855308.000000 Penalty: 5894.398438
	Iteration 8F: 3 clusters Score -1.985531e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 119162 members 
Entering Unmasked Estep 
Score: -19860070.000000 Penalty: 5894.398438
	Iteration 9Q: 3 clusters Score -1.986007e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 125053 members 
Entering Unmasked Estep 
Score: -19863928.000000 Penalty: 5894.398438
	Iteration 10Q: 3 clusters Score -1.986393e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 130015 members 
Entering Unmasked Estep 
Score: -19867092.000000 Penalty: 5894.398438
	Iteration 11Q: 3 clusters Score -1.986709e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 133966 members 
Entering Unmasked Estep 
Score: -19869396.000000 Penalty: 5894.398438
	Iteration 12Q: 3 clusters Score -1.98694e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 136833 members 
Entering Unmasked Estep 
Score: -19871052.000000 Penalty: 5894.398438
	Iteration 13Q: 3 clusters Score -1.987105e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 138813 members 
Entering Unmasked Estep 
Score: -19872014.000000 Penalty: 5894.398438
	Iteration 14Q: 3 clusters Score -1.987201e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 140168 members 
Entering Unmasked Estep 
Score: -19872806.000000 Penalty: 5894.398438
	Iteration 15Q: 3 clusters Score -1.987281e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 141086 members 
Entering Unmasked Estep 
Score: -19873216.000000 Penalty: 5894.398438
	Iteration 16Q: 3 clusters Score -1.987322e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 141720 members 
Entering Unmasked Estep 
Score: -19873448.000000 Penalty: 5894.398438
	Iteration 17Q: 3 clusters Score -1.987345e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 142110 members 
Entering Unmasked Estep 
Score: -19873606.000000 Penalty: 5894.398438
	Iteration 18Q: 3 clusters Score -1.987361e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 142404 members 
Entering Unmasked Estep 
Score: -19873702.000000 Penalty: 5894.398438
	Iteration 19Q: 3 clusters Score -1.98737e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 142626 members 
Entering Unmasked Estep 
Score: -19873838.000000 Penalty: 5894.398438
	Iteration 20F: 3 clusters Score -1.987384e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 142778 members 
Entering Unmasked Estep 
Score: -19873864.000000 Penalty: 5894.398438
	Iteration 21Q: 3 clusters Score -1.987386e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 142919 members 
Entering Unmasked Estep 
Score: -19873900.000000 Penalty: 5894.398438
	Iteration 22Q: 3 clusters Score -1.98739e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 143031 members 
Entering Unmasked Estep 
Score: -19873908.000000 Penalty: 5894.398438
	Iteration 23Q: 3 clusters Score -1.987391e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 143112 members 
Entering Unmasked Estep 
Score: -19873960.000000 Penalty: 5894.398438
	Iteration 24Q: 3 clusters Score -1.987396e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 143179 members 
Entering Unmasked Estep 
Score: -19873986.000000 Penalty: 5894.398438
	Iteration 25Q: 3 clusters Score -1.987399e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 143238 members 
Entering Unmasked Estep 
Score: -19874000.000000 Penalty: 5894.398438
	Iteration 26Q: 3 clusters Score -1.9874e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 143273 members 
Entering Unmasked Estep 
Score: -19874052.000000 Penalty: 5894.398438
	Iteration 27Q: 3 clusters Score -1.987405e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 143305 members 
Entering Unmasked Estep 
Score: -19874072.000000 Penalty: 5894.398438
	Iteration 28Q: 3 clusters Score -1.987407e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 143338 members 
Entering Unmasked Estep 
Score: -19874092.000000 Penalty: 5894.398438
	Iteration 29Q: 3 clusters Score -1.987409e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 143369 members 
Entering Unmasked Estep 
Score: -19874128.000000 Penalty: 5894.398438
	Iteration 30Q: 3 clusters Score -1.987413e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 143397 members 
Entering Unmasked Estep 
Score: -19874152.000000 Penalty: 5894.398438
	Iteration 31Q: 3 clusters Score -1.987415e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 143432 members 
Entering Unmasked Estep 
Score: -19874130.000000 Penalty: 5894.398438
	Iteration 32Q: 3 clusters Score -1.987413e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 143463 members 
Entering Unmasked Estep 
Score: -19874132.000000 Penalty: 5894.398438
	Iteration 33Q: 3 clusters Score -1.987413e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 143497 members 
Entering Unmasked Estep 
Score: -19874118.000000 Penalty: 5894.398438
	Iteration 34Q: 3 clusters Score -1.987412e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 143522 members 
Entering Unmasked Estep 
Score: -19874110.000000 Penalty: 5894.398438
	Iteration 35Q: 3 clusters Score -1.987411e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 143539 members 
Entering Unmasked Estep 
Score: -19874116.000000 Penalty: 5894.398438
	Iteration 36Q: 3 clusters Score -1.987412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 143554 members 
Entering Unmasked Estep 
Score: -19874118.000000 Penalty: 5894.398438
	Iteration 37Q: 3 clusters Score -1.987412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 143571 members 
Entering Unmasked Estep 
Score: -19874126.000000 Penalty: 5894.398438
	Iteration 38Q: 3 clusters Score -1.987413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 143584 members 
Entering Unmasked Estep 
Score: -19874154.000000 Penalty: 5894.398438
	Iteration 39Q: 3 clusters Score -1.987415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 143598 members 
Entering Unmasked Estep 
Score: -19874166.000000 Penalty: 5894.398438
	Iteration 40F: 3 clusters Score -1.987417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 143609 members 
Entering Unmasked Estep 
Score: -19874186.000000 Penalty: 5894.398438
	Iteration 41Q: 3 clusters Score -1.987419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 143619 members 
Entering Unmasked Estep 
Score: -19874194.000000 Penalty: 5894.398438
	Iteration 42Q: 3 clusters Score -1.987419e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 143630 members 
Entering Unmasked Estep 
Score: -19874196.000000 Penalty: 5894.398438
	Iteration 43Q: 3 clusters Score -1.98742e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 143637 members 
Entering Unmasked Estep 
Score: -19874208.000000 Penalty: 5894.398438
	Iteration 44Q: 3 clusters Score -1.987421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 143641 members 
Entering Unmasked Estep 
Score: -19874196.000000 Penalty: 5894.398438
	Iteration 45Q: 3 clusters Score -1.98742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 143647 members 
Entering Unmasked Estep 
Score: -19874186.000000 Penalty: 5894.398438
	Iteration 46Q: 3 clusters Score -1.987419e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 143648 members 
Entering Unmasked Estep 
Score: -19874186.000000 Penalty: 5894.398438
	Iteration 47Q: 3 clusters Score -1.987419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 143648 members 
Entering Unmasked Estep 
Score: -19874182.000000 Penalty: 5894.398438
	Iteration 48Q: 3 clusters Score -1.987418e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 143649 members 
Entering Unmasked Estep 
Score: -19874176.000000 Penalty: 5894.398438
	Iteration 49Q: 3 clusters Score -1.987418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 143655 members 
Entering Unmasked Estep 
Score: -19874176.000000 Penalty: 5894.398438
	Iteration 50Q: 3 clusters Score -1.987418e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 143658 members 
Entering Unmasked Estep 
Score: -19874174.000000 Penalty: 5894.398438
	Iteration 51Q: 3 clusters Score -1.987417e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 143659 members 
Entering Unmasked Estep 
Score: -19874160.000000 Penalty: 5894.398438
	Iteration 52Q: 3 clusters Score -1.987416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 143659 members 
Entering Unmasked Estep 
Score: -19874160.000000 Penalty: 5894.398438
	Iteration 53F: 3 clusters Score -1.987416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -29053.767578 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -29053.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27849.884766 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -27849.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27963.816406 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -27963.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27990.941406 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -27990.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28006.570312 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -28006.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28010.798828 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -28010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28010.798828 Penalty: 2710.060547
	Iteration 5F: 3 clusters Score -28010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Entering Unmasked Estep 
Score: -1011211.125000 Penalty: 2205.503906
	Iteration 0F: 2 clusters Score -1011211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1005248.000000 Penalty: 4411.007812
	Iteration 0F: 3 clusters Score -1005248 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1006841.875000 Penalty: 4411.007812
	Iteration 1F: 3 clusters Score -1006842 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1007206.375000 Penalty: 4411.007812
	Iteration 2F: 3 clusters Score -1007206 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1007543.937500 Penalty: 4411.007812
	Iteration 3F: 3 clusters Score -1007544 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1007908.687500 Penalty: 4411.007812
	Iteration 4F: 3 clusters Score -1007909 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1008352.187500 Penalty: 4411.007812
	Iteration 5F: 3 clusters Score -1008352 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1008811.312500 Penalty: 4411.007812
	Iteration 6F: 3 clusters Score -1008811 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1009194.687500 Penalty: 4411.007812
	Iteration 7F: 3 clusters Score -1009195 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1009505.562500 Penalty: 4411.007812
	Iteration 8Q: 3 clusters Score -1009506 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1009733.375000 Penalty: 4411.007812
	Iteration 9Q: 3 clusters Score -1009733 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1009870.875000 Penalty: 4411.007812
	Iteration 10Q: 3 clusters Score -1009871 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1009954.250000 Penalty: 4411.007812
	Iteration 11Q: 3 clusters Score -1009954 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1010015.312500 Penalty: 4411.007812
	Iteration 12Q: 3 clusters Score -1010015 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1010078.875000 Penalty: 4411.007812
	Iteration 13Q: 3 clusters Score -1010079 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1010130.562500 Penalty: 4411.007812
	Iteration 14Q: 3 clusters Score -1010131 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1010171.000000 Penalty: 4411.007812
	Iteration 15Q: 3 clusters Score -1010171 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1010200.687500 Penalty: 4411.007812
	Iteration 16Q: 3 clusters Score -1010201 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1010226.187500 Penalty: 4411.007812
	Iteration 17Q: 3 clusters Score -1010226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1010246.000000 Penalty: 4411.007812
	Iteration 18Q: 3 clusters Score -1010246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1010270.875000 Penalty: 4411.007812
	Iteration 19Q: 3 clusters Score -1010271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1010282.187500 Penalty: 4411.007812
	Iteration 20F: 3 clusters Score -1010282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1010292.625000 Penalty: 4411.007812
	Iteration 21Q: 3 clusters Score -1010293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1010301.375000 Penalty: 4411.007812
	Iteration 22Q: 3 clusters Score -1010301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1010303.000000 Penalty: 4411.007812
	Iteration 23Q: 3 clusters Score -1010303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1010304.312500 Penalty: 4411.007812
	Iteration 24Q: 3 clusters Score -1010304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1010306.250000 Penalty: 4411.007812
	Iteration 25Q: 3 clusters Score -1010306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1010307.125000 Penalty: 4411.007812
	Iteration 26Q: 3 clusters Score -1010307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1010308.500000 Penalty: 4411.007812
	Iteration 27Q: 3 clusters Score -1010308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1010308.500000 Penalty: 4411.007812
	Iteration 28F: 3 clusters Score -1010308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -64492.296875 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -64492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62983.000000 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -62983 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63139.457031 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -63139.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -63245.246094 Penalty: 3068.359619
	Iteration 2F: 3 clusters Score -63245.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -63285.464844 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -63285.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63336.664062 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -63336.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -63366.906250 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -63366.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63387.000000 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -63387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -63403.742188 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -63403.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63407.597656 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -63407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63409.980469 Penalty: 3068.359619
	Iteration 9Q: 3 clusters Score -63409.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63409.980469 Penalty: 3068.359619
	Iteration 10F: 3 clusters Score -63409.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Entering Unmasked Estep 
Score: -912250.625000 Penalty: 2196.027588
	Iteration 0F: 2 clusters Score -912250.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -906487.500000 Penalty: 4392.055176
	Iteration 0F: 3 clusters Score -906487.5 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -908080.250000 Penalty: 4392.055176
	Iteration 1F: 3 clusters Score -908080.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -908395.000000 Penalty: 4392.055176
	Iteration 2F: 3 clusters Score -908395 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -908635.375000 Penalty: 4392.055176
	Iteration 3F: 3 clusters Score -908635.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -908869.812500 Penalty: 4392.055176
	Iteration 4Q: 3 clusters Score -908869.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -909037.687500 Penalty: 4392.055176
	Iteration 5Q: 3 clusters Score -909037.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -909185.375000 Penalty: 4392.055176
	Iteration 6Q: 3 clusters Score -909185.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -909315.437500 Penalty: 4392.055176
	Iteration 7Q: 3 clusters Score -909315.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -909476.187500 Penalty: 4392.055176
	Iteration 8Q: 3 clusters Score -909476.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -909615.187500 Penalty: 4392.055176
	Iteration 9Q: 3 clusters Score -909615.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -909768.562500 Penalty: 4392.055176
	Iteration 10Q: 3 clusters Score -909768.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -909923.375000 Penalty: 4392.055176
	Iteration 11Q: 3 clusters Score -909923.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -910073.562500 Penalty: 4392.055176
	Iteration 12Q: 3 clusters Score -910073.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -910214.750000 Penalty: 4392.055176
	Iteration 13Q: 3 clusters Score -910214.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -910337.750000 Penalty: 4392.055176
	Iteration 14Q: 3 clusters Score -910337.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -910446.562500 Penalty: 4392.055176
	Iteration 15Q: 3 clusters Score -910446.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -910567.625000 Penalty: 4392.055176
	Iteration 16Q: 3 clusters Score -910567.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -910679.687500 Penalty: 4392.055176
	Iteration 17Q: 3 clusters Score -910679.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -910776.687500 Penalty: 4392.055176
	Iteration 18Q: 3 clusters Score -910776.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -910848.687500 Penalty: 4392.055176
	Iteration 19Q: 3 clusters Score -910848.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -910918.062500 Penalty: 4392.055176
	Iteration 20F: 3 clusters Score -910918.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -910976.000000 Penalty: 4392.055176
	Iteration 21Q: 3 clusters Score -910976 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -911022.062500 Penalty: 4392.055176
	Iteration 22Q: 3 clusters Score -911022.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -911052.937500 Penalty: 4392.055176
	Iteration 23Q: 3 clusters Score -911052.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -911075.812500 Penalty: 4392.055176
	Iteration 24Q: 3 clusters Score -911075.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -911094.375000 Penalty: 4392.055176
	Iteration 25Q: 3 clusters Score -911094.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -911110.125000 Penalty: 4392.055176
	Iteration 26Q: 3 clusters Score -911110.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -911125.125000 Penalty: 4392.055176
	Iteration 27Q: 3 clusters Score -911125.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -911135.500000 Penalty: 4392.055176
	Iteration 28Q: 3 clusters Score -911135.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -911148.250000 Penalty: 4392.055176
	Iteration 29Q: 3 clusters Score -911148.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -911162.750000 Penalty: 4392.055176
	Iteration 30Q: 3 clusters Score -911162.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -911177.000000 Penalty: 4392.055176
	Iteration 31Q: 3 clusters Score -911177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -911187.875000 Penalty: 4392.055176
	Iteration 32Q: 3 clusters Score -911187.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -911201.812500 Penalty: 4392.055176
	Iteration 33Q: 3 clusters Score -911201.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -911211.625000 Penalty: 4392.055176
	Iteration 34Q: 3 clusters Score -911211.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -911222.062500 Penalty: 4392.055176
	Iteration 35Q: 3 clusters Score -911222.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -911228.500000 Penalty: 4392.055176
	Iteration 36Q: 3 clusters Score -911228.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -911235.125000 Penalty: 4392.055176
	Iteration 37Q: 3 clusters Score -911235.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -911236.187500 Penalty: 4392.055176
	Iteration 38Q: 3 clusters Score -911236.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -911242.000000 Penalty: 4392.055176
	Iteration 39Q: 3 clusters Score -911242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -911246.500000 Penalty: 4392.055176
	Iteration 40F: 3 clusters Score -911246.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -911253.562500 Penalty: 4392.055176
	Iteration 41Q: 3 clusters Score -911253.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -911260.312500 Penalty: 4392.055176
	Iteration 42Q: 3 clusters Score -911260.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -911263.500000 Penalty: 4392.055176
	Iteration 43Q: 3 clusters Score -911263.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -911265.500000 Penalty: 4392.055176
	Iteration 44Q: 3 clusters Score -911265.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -911267.125000 Penalty: 4392.055176
	Iteration 45Q: 3 clusters Score -911267.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -911267.875000 Penalty: 4392.055176
	Iteration 46Q: 3 clusters Score -911267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -911267.875000 Penalty: 4392.055176
	Iteration 47F: 3 clusters Score -911267.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37420.335938 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -37420.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -36228.503906 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -36228.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36412.785156 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -36412.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36508.992188 Penalty: 2879.346924
	Iteration 2Q: 3 clusters Score -36508.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -36559.085938 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -36559.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36569.656250 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -36569.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -36574.308594 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -36574.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36575.726562 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -36575.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36575.726562 Penalty: 2879.346924
	Iteration 7F: 3 clusters Score -36575.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -150993.640625 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -150993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -149024.703125 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -149024.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149525.250000 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -149525.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -149758.734375 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -149758.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -150073.062500 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -150073.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -150403.046875 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -150403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -150661.312500 Penalty: 3496.860840
	Iteration 5F: 3 clusters Score -150661.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -151037.312500 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -151037.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -151783.515625 Penalty: 3496.860840
	Iteration 7F: 3 clusters Score -151783.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -151976.812500 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -151976.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -152038.718750 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -152038.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -152053.765625 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -152053.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -152064.000000 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -152064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -152067.531250 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -152067.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -152075.671875 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -152075.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152077.500000 Penalty: 3496.860840
	Iteration 14Q: 3 clusters Score -152077.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152077.500000 Penalty: 3496.860840
	Iteration 15F: 3 clusters Score -152077.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 33611 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61370 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36900 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29199 members 
Mstep: Class 12 contains 85439 members 
Mstep: Class 13 contains 29498 members 
Mstep: Class 14 contains 276579 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23671 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 25738 members 
Mstep: Class 19 contains 144910 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 554 members 
Entering Unmasked Estep 
Score: -122231072.000000 Penalty: 91853.718750
Splitting cluster 25 changes total score from -122231544.000000 to -122231072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -72093.664062 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -72093.66 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 286 members 
Entering Unmasked Estep 
Score: -70620.296875 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70620.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71144.750000 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -71144.75 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71423.546875 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -71423.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71655.523438 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -71655.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71859.726562 Penalty: 3152.629395
	Iteration 4Q: 3 clusters Score -71859.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72118.304688 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -72118.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -72398.257812 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -72398.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -72465.210938 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -72465.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -72485.289062 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -72485.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72535.515625 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -72535.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -72558.820312 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -72558.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72562.453125 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -72562.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72563.367188 Penalty: 3152.629395
	Iteration 12F: 3 clusters Score -72563.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -72572.242188 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -72572.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -72572.242188 Penalty: 3152.629395
	Iteration 14F: 3 clusters Score -72572.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 33611 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61370 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36900 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29199 members 
Mstep: Class 12 contains 85439 members 
Mstep: Class 13 contains 29498 members 
Mstep: Class 14 contains 276579 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23671 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 25738 members 
Mstep: Class 19 contains 144910 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 183 members 
Mstep: Class 27 contains 393 members 
Entering Unmasked Estep 
Score: -122230080.000000 Penalty: 91853.718750
Splitting cluster 26 changes total score from -122231544.000000 to -122230080.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 33611 members 
Mstep: Class 3 contains 21112 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61370 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49053 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36900 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29199 members 
Mstep: Class 12 contains 85439 members 
Mstep: Class 13 contains 29498 members 
Mstep: Class 14 contains 276579 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23671 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 25738 members 
Mstep: Class 19 contains 144910 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231552.000000 Penalty: 88451.726562
Iteration 319Q: 27 clusters Score -1.222316e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 33607 members 
Mstep: Class 3 contains 21115 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61371 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49052 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36889 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29198 members 
Mstep: Class 12 contains 85442 members 
Mstep: Class 13 contains 29497 members 
Mstep: Class 14 contains 276585 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23678 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 25740 members 
Mstep: Class 19 contains 144906 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231560.000000 Penalty: 88451.726562
Iteration 320F: 27 clusters Score -1.222316e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49354 members 
Mstep: Class 2 contains 33605 members 
Mstep: Class 3 contains 21119 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61375 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49051 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36873 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29199 members 
Mstep: Class 12 contains 85447 members 
Mstep: Class 13 contains 29496 members 
Mstep: Class 14 contains 276589 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23684 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25744 members 
Mstep: Class 19 contains 144899 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231496.000000 Penalty: 88451.726562
Iteration 321Q: 27 clusters Score -1.222315e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49356 members 
Mstep: Class 2 contains 33596 members 
Mstep: Class 3 contains 21125 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61377 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49051 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36862 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29200 members 
Mstep: Class 12 contains 85442 members 
Mstep: Class 13 contains 29494 members 
Mstep: Class 14 contains 276597 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23689 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25746 members 
Mstep: Class 19 contains 144901 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7009 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231592.000000 Penalty: 88451.726562
Iteration 322Q: 27 clusters Score -1.222316e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49357 members 
Mstep: Class 2 contains 33595 members 
Mstep: Class 3 contains 21126 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61382 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49052 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36850 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29201 members 
Mstep: Class 12 contains 85435 members 
Mstep: Class 13 contains 29493 members 
Mstep: Class 14 contains 276601 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23694 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25748 members 
Mstep: Class 19 contains 144902 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7282 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7010 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231472.000000 Penalty: 88451.726562
Iteration 323Q: 27 clusters Score -1.222315e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49359 members 
Mstep: Class 2 contains 33591 members 
Mstep: Class 3 contains 21128 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61389 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49052 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36837 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29203 members 
Mstep: Class 12 contains 85439 members 
Mstep: Class 13 contains 29491 members 
Mstep: Class 14 contains 276607 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23696 members 
Mstep: Class 17 contains 11348 members 
Mstep: Class 18 contains 25749 members 
Mstep: Class 19 contains 144894 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7283 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7011 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231488.000000 Penalty: 88451.726562
Iteration 324Q: 27 clusters Score -1.222315e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 33587 members 
Mstep: Class 3 contains 21133 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61396 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49052 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36824 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29203 members 
Mstep: Class 12 contains 85443 members 
Mstep: Class 13 contains 29489 members 
Mstep: Class 14 contains 276605 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23699 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25750 members 
Mstep: Class 19 contains 144889 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7286 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7012 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231456.000000 Penalty: 88451.726562
Iteration 325Q: 27 clusters Score -1.222315e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 33585 members 
Mstep: Class 3 contains 21136 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61411 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49051 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36808 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29204 members 
Mstep: Class 12 contains 85439 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276606 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23704 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25751 members 
Mstep: Class 19 contains 144886 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7287 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7012 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231440.000000 Penalty: 88451.726562
Iteration 326Q: 27 clusters Score -1.222314e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 33584 members 
Mstep: Class 3 contains 21137 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61418 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49050 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36792 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29204 members 
Mstep: Class 12 contains 85432 members 
Mstep: Class 13 contains 29488 members 
Mstep: Class 14 contains 276613 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23711 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25751 members 
Mstep: Class 19 contains 144887 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7287 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7012 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231400.000000 Penalty: 88451.726562
Iteration 327Q: 27 clusters Score -1.222314e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 33582 members 
Mstep: Class 3 contains 21137 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61426 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36781 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29204 members 
Mstep: Class 12 contains 85428 members 
Mstep: Class 13 contains 29488 members 
Mstep: Class 14 contains 276622 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23713 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25751 members 
Mstep: Class 19 contains 144887 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7287 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7012 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231464.000000 Penalty: 88451.726562
Iteration 328Q: 27 clusters Score -1.222315e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 33582 members 
Mstep: Class 3 contains 21138 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61423 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36774 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29206 members 
Mstep: Class 12 contains 85430 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276620 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23718 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25752 members 
Mstep: Class 19 contains 144888 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7288 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7012 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231520.000000 Penalty: 88451.726562
Iteration 329Q: 27 clusters Score -1.222315e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 33580 members 
Mstep: Class 3 contains 21139 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61421 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36770 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29206 members 
Mstep: Class 12 contains 85437 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276613 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23724 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25752 members 
Mstep: Class 19 contains 144887 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7012 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231488.000000 Penalty: 88451.726562
Iteration 330Q: 27 clusters Score -1.222315e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 33577 members 
Mstep: Class 3 contains 21140 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61424 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36762 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29206 members 
Mstep: Class 12 contains 85438 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276611 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23730 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25753 members 
Mstep: Class 19 contains 144887 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231496.000000 Penalty: 88451.726562
Iteration 331Q: 27 clusters Score -1.222315e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 33576 members 
Mstep: Class 3 contains 21140 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61426 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36758 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29206 members 
Mstep: Class 12 contains 85437 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276612 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23738 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 25753 members 
Mstep: Class 19 contains 144880 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7014 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231400.000000 Penalty: 88451.726562
Iteration 332Q: 27 clusters Score -1.222314e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 33576 members 
Mstep: Class 3 contains 21140 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61428 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36756 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29207 members 
Mstep: Class 12 contains 85433 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276609 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23743 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 25754 members 
Mstep: Class 19 contains 144880 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7014 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231424.000000 Penalty: 88451.726562
Iteration 333Q: 27 clusters Score -1.222314e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 33576 members 
Mstep: Class 3 contains 21141 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61435 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36754 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29207 members 
Mstep: Class 12 contains 85427 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276606 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23747 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 25756 members 
Mstep: Class 19 contains 144877 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7014 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231496.000000 Penalty: 88451.726562
Iteration 334Q: 27 clusters Score -1.222315e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 33571 members 
Mstep: Class 3 contains 21143 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61442 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49048 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36755 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29206 members 
Mstep: Class 12 contains 85420 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276603 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23757 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 25756 members 
Mstep: Class 19 contains 144872 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7014 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231472.000000 Penalty: 88451.726562
Iteration 335Q: 27 clusters Score -1.222315e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 33568 members 
Mstep: Class 3 contains 21145 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61450 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36755 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29206 members 
Mstep: Class 12 contains 85414 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276600 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23762 members 
Mstep: Class 17 contains 11353 members 
Mstep: Class 18 contains 25756 members 
Mstep: Class 19 contains 144868 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7014 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231512.000000 Penalty: 88451.726562
Iteration 336Q: 27 clusters Score -1.222315e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 33563 members 
Mstep: Class 3 contains 21149 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61455 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36753 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29205 members 
Mstep: Class 12 contains 85415 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276599 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23763 members 
Mstep: Class 17 contains 11355 members 
Mstep: Class 18 contains 25759 members 
Mstep: Class 19 contains 144861 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7014 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231496.000000 Penalty: 88451.726562
Iteration 337Q: 27 clusters Score -1.222315e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 33557 members 
Mstep: Class 3 contains 21154 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61462 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36751 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29204 members 
Mstep: Class 12 contains 85410 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276596 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23768 members 
Mstep: Class 17 contains 11355 members 
Mstep: Class 18 contains 25761 members 
Mstep: Class 19 contains 144862 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7014 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231496.000000 Penalty: 88451.726562
Iteration 338Q: 27 clusters Score -1.222315e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 33553 members 
Mstep: Class 3 contains 21157 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61460 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36749 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29204 members 
Mstep: Class 12 contains 85410 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276592 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23772 members 
Mstep: Class 17 contains 11354 members 
Mstep: Class 18 contains 25763 members 
Mstep: Class 19 contains 144863 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7014 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231488.000000 Penalty: 88451.726562
Iteration 339Q: 27 clusters Score -1.222315e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 33547 members 
Mstep: Class 3 contains 21163 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61465 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49047 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36745 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29205 members 
Mstep: Class 12 contains 85412 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276587 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23773 members 
Mstep: Class 17 contains 11353 members 
Mstep: Class 18 contains 25763 members 
Mstep: Class 19 contains 144862 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7014 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231608.000000 Penalty: 88451.726562
Iteration 340F: 27 clusters Score -1.222316e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 33538 members 
Mstep: Class 3 contains 21172 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61468 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49046 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36738 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 29207 members 
Mstep: Class 12 contains 85415 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276585 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23776 members 
Mstep: Class 17 contains 11352 members 
Mstep: Class 18 contains 25764 members 
Mstep: Class 19 contains 144862 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231520.000000 Penalty: 88451.726562
Iteration 341Q: 27 clusters Score -1.222315e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49364 members 
Mstep: Class 2 contains 33530 members 
Mstep: Class 3 contains 21180 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61464 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49045 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36734 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 29209 members 
Mstep: Class 12 contains 85416 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276585 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23786 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 25765 members 
Mstep: Class 19 contains 144858 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7012 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231496.000000 Penalty: 88451.726562
Iteration 342Q: 27 clusters Score -1.222315e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33521 members 
Mstep: Class 3 contains 21186 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61472 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49042 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36732 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29208 members 
Mstep: Class 12 contains 85419 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276582 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23790 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25763 members 
Mstep: Class 19 contains 144855 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231424.000000 Penalty: 88451.726562
Iteration 343Q: 27 clusters Score -1.222314e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33515 members 
Mstep: Class 3 contains 21190 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 61481 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49042 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36729 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29209 members 
Mstep: Class 12 contains 85418 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276579 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23794 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25764 members 
Mstep: Class 19 contains 144850 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231336.000000 Penalty: 88451.726562
Iteration 344Q: 27 clusters Score -1.222313e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33507 members 
Mstep: Class 3 contains 21194 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61490 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49042 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36727 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29209 members 
Mstep: Class 12 contains 85415 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276577 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23796 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25765 members 
Mstep: Class 19 contains 144850 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231336.000000 Penalty: 88451.726562
Iteration 345Q: 27 clusters Score -1.222313e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33505 members 
Mstep: Class 3 contains 21194 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61498 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49041 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36726 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29209 members 
Mstep: Class 12 contains 85418 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276575 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23795 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25764 members 
Mstep: Class 19 contains 144847 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231384.000000 Penalty: 88451.726562
Iteration 346Q: 27 clusters Score -1.222314e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33504 members 
Mstep: Class 3 contains 21195 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61503 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49040 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36721 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29208 members 
Mstep: Class 12 contains 85421 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276576 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23796 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25764 members 
Mstep: Class 19 contains 144844 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231376.000000 Penalty: 88451.726562
Iteration 347Q: 27 clusters Score -1.222314e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33503 members 
Mstep: Class 3 contains 21196 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61504 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49041 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36718 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29205 members 
Mstep: Class 12 contains 85419 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276579 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23797 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25765 members 
Mstep: Class 19 contains 144845 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231312.000000 Penalty: 88451.726562
Iteration 348Q: 27 clusters Score -1.222313e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33502 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61503 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36716 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29205 members 
Mstep: Class 12 contains 85420 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276578 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23798 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25765 members 
Mstep: Class 19 contains 144845 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231312.000000 Penalty: 88451.726562
Iteration 349Q: 27 clusters Score -1.222313e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33502 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61502 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36716 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29205 members 
Mstep: Class 12 contains 85419 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276578 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23800 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25765 members 
Mstep: Class 19 contains 144845 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231296.000000 Penalty: 88451.726562
Iteration 350Q: 27 clusters Score -1.222313e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33502 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61501 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36716 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29205 members 
Mstep: Class 12 contains 85418 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276576 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23804 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25765 members 
Mstep: Class 19 contains 144845 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231312.000000 Penalty: 88451.726562
Iteration 351Q: 27 clusters Score -1.222313e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33502 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61501 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36715 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29205 members 
Mstep: Class 12 contains 85420 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276574 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23806 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25765 members 
Mstep: Class 19 contains 144844 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231280.000000 Penalty: 88451.726562
Iteration 352Q: 27 clusters Score -1.222313e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33502 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61499 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36714 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29204 members 
Mstep: Class 12 contains 85421 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276572 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23809 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25766 members 
Mstep: Class 19 contains 144845 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231296.000000 Penalty: 88451.726562
Iteration 353Q: 27 clusters Score -1.222313e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33502 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61497 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36712 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29203 members 
Mstep: Class 12 contains 85422 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276572 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23811 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144846 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231288.000000 Penalty: 88451.726562
Iteration 354Q: 27 clusters Score -1.222313e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61495 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36711 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29202 members 
Mstep: Class 12 contains 85420 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276571 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144847 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231272.000000 Penalty: 88451.726562
Iteration 355Q: 27 clusters Score -1.222313e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61494 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36710 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29198 members 
Mstep: Class 12 contains 85421 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276575 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23820 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144846 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231272.000000 Penalty: 88451.726562
Iteration 356Q: 27 clusters Score -1.222313e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61499 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36709 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29194 members 
Mstep: Class 12 contains 85420 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276575 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23822 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144845 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231296.000000 Penalty: 88451.726562
Iteration 357Q: 27 clusters Score -1.222313e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61501 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36709 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29191 members 
Mstep: Class 12 contains 85422 members 
Mstep: Class 13 contains 29486 members 
Mstep: Class 14 contains 276574 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23824 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144843 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231296.000000 Penalty: 88451.726562
Iteration 358Q: 27 clusters Score -1.222313e+08 nChanged 6
Entering ConstructFrom: 
Score: -122231296.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (49365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Entering Unmasked Estep 
Score: -6637078.500000 Penalty: 2680.135254
	Iteration 0F: 2 clusters Score -6637078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -6603935.000000 Penalty: 5360.270508
	Iteration 0F: 3 clusters Score -6603935 nChanged 22678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -6616715.500000 Penalty: 5360.270508
	Iteration 1F: 3 clusters Score -6616716 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -6617575.000000 Penalty: 5360.270508
	Iteration 2Q: 3 clusters Score -6617575 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -6618638.500000 Penalty: 5360.270508
	Iteration 3Q: 3 clusters Score -6618638 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23166 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -6620075.500000 Penalty: 5360.270508
	Iteration 4F: 3 clusters Score -6620076 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -6621618.500000 Penalty: 5360.270508
	Iteration 5F: 3 clusters Score -6621618 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -6623123.000000 Penalty: 5360.270508
	Iteration 6F: 3 clusters Score -6623123 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -6624510.500000 Penalty: 5360.270508
	Iteration 7F: 3 clusters Score -6624510 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -6625529.000000 Penalty: 5360.270508
	Iteration 8Q: 3 clusters Score -6625529 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -6626340.000000 Penalty: 5360.270508
	Iteration 9Q: 3 clusters Score -6626340 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -6626888.000000 Penalty: 5360.270508
	Iteration 10Q: 3 clusters Score -6626888 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -6627259.500000 Penalty: 5360.270508
	Iteration 11Q: 3 clusters Score -6627260 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -6627665.000000 Penalty: 5360.270508
	Iteration 12Q: 3 clusters Score -6627665 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -6628062.500000 Penalty: 5360.270508
	Iteration 13Q: 3 clusters Score -6628062 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -6628619.500000 Penalty: 5360.270508
	Iteration 14Q: 3 clusters Score -6628620 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -6629169.000000 Penalty: 5360.270508
	Iteration 15Q: 3 clusters Score -6629169 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -6629662.500000 Penalty: 5360.270508
	Iteration 16Q: 3 clusters Score -6629662 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -6630122.000000 Penalty: 5360.270508
	Iteration 17Q: 3 clusters Score -6630122 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -6630630.000000 Penalty: 5360.270508
	Iteration 18Q: 3 clusters Score -6630630 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -6631111.000000 Penalty: 5360.270508
	Iteration 19Q: 3 clusters Score -6631111 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -6631621.000000 Penalty: 5360.270508
	Iteration 20F: 3 clusters Score -6631621 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -6632111.500000 Penalty: 5360.270508
	Iteration 21Q: 3 clusters Score -6632112 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 43356 members 
Entering Unmasked Estep 
Score: -6632566.500000 Penalty: 5360.270508
	Iteration 22Q: 3 clusters Score -6632566 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -6632935.000000 Penalty: 5360.270508
	Iteration 23Q: 3 clusters Score -6632935 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -6633347.500000 Penalty: 5360.270508
	Iteration 24Q: 3 clusters Score -6633348 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -6633663.500000 Penalty: 5360.270508
	Iteration 25Q: 3 clusters Score -6633664 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -6633957.000000 Penalty: 5360.270508
	Iteration 26Q: 3 clusters Score -6633957 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -6634174.500000 Penalty: 5360.270508
	Iteration 27Q: 3 clusters Score -6634174 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -6634352.500000 Penalty: 5360.270508
	Iteration 28Q: 3 clusters Score -6634352 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -6634478.000000 Penalty: 5360.270508
	Iteration 29Q: 3 clusters Score -6634478 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 47607 members 
Entering Unmasked Estep 
Score: -6634590.000000 Penalty: 5360.270508
	Iteration 30Q: 3 clusters Score -6634590 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -6634693.000000 Penalty: 5360.270508
	Iteration 31Q: 3 clusters Score -6634693 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -6634748.000000 Penalty: 5360.270508
	Iteration 32Q: 3 clusters Score -6634748 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -6634785.500000 Penalty: 5360.270508
	Iteration 33Q: 3 clusters Score -6634786 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -6634805.500000 Penalty: 5360.270508
	Iteration 34Q: 3 clusters Score -6634806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 48074 members 
Entering Unmasked Estep 
Score: -6634819.000000 Penalty: 5360.270508
	Iteration 35Q: 3 clusters Score -6634819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -6634840.000000 Penalty: 5360.270508
	Iteration 36Q: 3 clusters Score -6634840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -6634854.000000 Penalty: 5360.270508
	Iteration 37Q: 3 clusters Score -6634854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -6634874.500000 Penalty: 5360.270508
	Iteration 38Q: 3 clusters Score -6634874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -6634878.500000 Penalty: 5360.270508
	Iteration 39Q: 3 clusters Score -6634878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 48203 members 
Entering Unmasked Estep 
Score: -6634870.000000 Penalty: 5360.270508
	Iteration 40F: 3 clusters Score -6634870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 48217 members 
Entering Unmasked Estep 
Score: -6634868.500000 Penalty: 5360.270508
	Iteration 41Q: 3 clusters Score -6634868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 48229 members 
Entering Unmasked Estep 
Score: -6634879.500000 Penalty: 5360.270508
	Iteration 42Q: 3 clusters Score -6634880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -6634886.000000 Penalty: 5360.270508
	Iteration 43Q: 3 clusters Score -6634886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -6634882.500000 Penalty: 5360.270508
	Iteration 44Q: 3 clusters Score -6634882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -6634890.500000 Penalty: 5360.270508
	Iteration 45Q: 3 clusters Score -6634890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -6634886.500000 Penalty: 5360.270508
	Iteration 46Q: 3 clusters Score -6634886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -6634882.000000 Penalty: 5360.270508
	Iteration 47Q: 3 clusters Score -6634882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 48259 members 
Entering Unmasked Estep 
Score: -6634884.500000 Penalty: 5360.270508
	Iteration 48Q: 3 clusters Score -6634884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -6634890.000000 Penalty: 5360.270508
	Iteration 49Q: 3 clusters Score -6634890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 48265 members 
Entering Unmasked Estep 
Score: -6634893.000000 Penalty: 5360.270508
	Iteration 50Q: 3 clusters Score -6634893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -6634893.000000 Penalty: 5360.270508
	Iteration 51Q: 3 clusters Score -6634893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -6634899.000000 Penalty: 5360.270508
	Iteration 52Q: 3 clusters Score -6634899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -6634898.500000 Penalty: 5360.270508
	Iteration 53Q: 3 clusters Score -6634898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -6634902.500000 Penalty: 5360.270508
	Iteration 54Q: 3 clusters Score -6634902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -6634906.000000 Penalty: 5360.270508
	Iteration 55Q: 3 clusters Score -6634906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -6634900.500000 Penalty: 5360.270508
	Iteration 56Q: 3 clusters Score -6634900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -6634900.000000 Penalty: 5360.270508
	Iteration 57Q: 3 clusters Score -6634900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -6634899.500000 Penalty: 5360.270508
	Iteration 58Q: 3 clusters Score -6634900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 48279 members 
Entering Unmasked Estep 
Score: -6634899.500000 Penalty: 5360.270508
	Iteration 59Q: 3 clusters Score -6634900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 48280 members 
Entering Unmasked Estep 
Score: -6634902.000000 Penalty: 5360.270508
	Iteration 60F: 3 clusters Score -6634902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Entering Unmasked Estep 
Score: -4578174.000000 Penalty: 2583.993896
	Iteration 0F: 2 clusters Score -4578174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -4555467.500000 Penalty: 5167.987793
	Iteration 0F: 3 clusters Score -4555468 nChanged 15192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -4563965.500000 Penalty: 5167.987793
	Iteration 1F: 3 clusters Score -4563966 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -4564798.500000 Penalty: 5167.987793
	Iteration 2F: 3 clusters Score -4564798 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -4565743.000000 Penalty: 5167.987793
	Iteration 3F: 3 clusters Score -4565743 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -4566769.000000 Penalty: 5167.987793
	Iteration 4F: 3 clusters Score -4566769 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -4567908.500000 Penalty: 5167.987793
	Iteration 5F: 3 clusters Score -4567908 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -4568925.500000 Penalty: 5167.987793
	Iteration 6F: 3 clusters Score -4568926 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -4569785.000000 Penalty: 5167.987793
	Iteration 7F: 3 clusters Score -4569785 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -4570382.500000 Penalty: 5167.987793
	Iteration 8Q: 3 clusters Score -4570382 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -4570809.000000 Penalty: 5167.987793
	Iteration 9Q: 3 clusters Score -4570809 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -4571157.000000 Penalty: 5167.987793
	Iteration 10Q: 3 clusters Score -4571157 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4571427.000000 Penalty: 5167.987793
	Iteration 11Q: 3 clusters Score -4571427 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -4571656.500000 Penalty: 5167.987793
	Iteration 12Q: 3 clusters Score -4571656 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -4571900.500000 Penalty: 5167.987793
	Iteration 13Q: 3 clusters Score -4571900 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -4572231.500000 Penalty: 5167.987793
	Iteration 14Q: 3 clusters Score -4572232 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4572619.000000 Penalty: 5167.987793
	Iteration 15Q: 3 clusters Score -4572619 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -4573109.500000 Penalty: 5167.987793
	Iteration 16Q: 3 clusters Score -4573110 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -4573624.000000 Penalty: 5167.987793
	Iteration 17Q: 3 clusters Score -4573624 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -4574083.000000 Penalty: 5167.987793
	Iteration 18Q: 3 clusters Score -4574083 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -4574409.000000 Penalty: 5167.987793
	Iteration 19Q: 3 clusters Score -4574409 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -4574693.500000 Penalty: 5167.987793
	Iteration 20F: 3 clusters Score -4574694 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -4574885.000000 Penalty: 5167.987793
	Iteration 21Q: 3 clusters Score -4574885 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -4575044.000000 Penalty: 5167.987793
	Iteration 22Q: 3 clusters Score -4575044 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -4575162.500000 Penalty: 5167.987793
	Iteration 23Q: 3 clusters Score -4575162 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -4575323.000000 Penalty: 5167.987793
	Iteration 24Q: 3 clusters Score -4575323 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -4575406.000000 Penalty: 5167.987793
	Iteration 25Q: 3 clusters Score -4575406 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -4575473.000000 Penalty: 5167.987793
	Iteration 26Q: 3 clusters Score -4575473 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -4575557.000000 Penalty: 5167.987793
	Iteration 27Q: 3 clusters Score -4575557 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -4575646.500000 Penalty: 5167.987793
	Iteration 28Q: 3 clusters Score -4575646 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -4575738.500000 Penalty: 5167.987793
	Iteration 29Q: 3 clusters Score -4575738 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -4575831.000000 Penalty: 5167.987793
	Iteration 30Q: 3 clusters Score -4575831 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -4575905.000000 Penalty: 5167.987793
	Iteration 31Q: 3 clusters Score -4575905 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -4575982.000000 Penalty: 5167.987793
	Iteration 32Q: 3 clusters Score -4575982 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -4576031.500000 Penalty: 5167.987793
	Iteration 33Q: 3 clusters Score -4576032 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -4576068.000000 Penalty: 5167.987793
	Iteration 34Q: 3 clusters Score -4576068 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -4576113.000000 Penalty: 5167.987793
	Iteration 35Q: 3 clusters Score -4576113 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -4576150.500000 Penalty: 5167.987793
	Iteration 36Q: 3 clusters Score -4576150 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -4576178.000000 Penalty: 5167.987793
	Iteration 37Q: 3 clusters Score -4576178 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -4576215.500000 Penalty: 5167.987793
	Iteration 38Q: 3 clusters Score -4576216 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -4576240.500000 Penalty: 5167.987793
	Iteration 39Q: 3 clusters Score -4576240 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4576279.500000 Penalty: 5167.987793
	Iteration 40F: 3 clusters Score -4576280 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -4576304.500000 Penalty: 5167.987793
	Iteration 41Q: 3 clusters Score -4576304 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -4576355.000000 Penalty: 5167.987793
	Iteration 42Q: 3 clusters Score -4576355 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -4576382.000000 Penalty: 5167.987793
	Iteration 43Q: 3 clusters Score -4576382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -4576403.000000 Penalty: 5167.987793
	Iteration 44Q: 3 clusters Score -4576403 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -4576422.000000 Penalty: 5167.987793
	Iteration 45Q: 3 clusters Score -4576422 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4576428.500000 Penalty: 5167.987793
	Iteration 46Q: 3 clusters Score -4576428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -4576463.000000 Penalty: 5167.987793
	Iteration 47Q: 3 clusters Score -4576463 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -4576473.000000 Penalty: 5167.987793
	Iteration 48Q: 3 clusters Score -4576473 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -4576490.000000 Penalty: 5167.987793
	Iteration 49Q: 3 clusters Score -4576490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -4576512.500000 Penalty: 5167.987793
	Iteration 50Q: 3 clusters Score -4576512 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -4576529.000000 Penalty: 5167.987793
	Iteration 51Q: 3 clusters Score -4576529 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -4576558.000000 Penalty: 5167.987793
	Iteration 52Q: 3 clusters Score -4576558 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -4576572.500000 Penalty: 5167.987793
	Iteration 53Q: 3 clusters Score -4576572 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -4576597.500000 Penalty: 5167.987793
	Iteration 54Q: 3 clusters Score -4576598 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4576612.000000 Penalty: 5167.987793
	Iteration 55Q: 3 clusters Score -4576612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -4576633.500000 Penalty: 5167.987793
	Iteration 56Q: 3 clusters Score -4576634 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4576645.000000 Penalty: 5167.987793
	Iteration 57Q: 3 clusters Score -4576645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -4576655.000000 Penalty: 5167.987793
	Iteration 58Q: 3 clusters Score -4576655 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -4576659.000000 Penalty: 5167.987793
	Iteration 59Q: 3 clusters Score -4576659 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4576671.000000 Penalty: 5167.987793
	Iteration 60F: 3 clusters Score -4576671 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -4576691.500000 Penalty: 5167.987793
	Iteration 61Q: 3 clusters Score -4576692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4576695.500000 Penalty: 5167.987793
	Iteration 62Q: 3 clusters Score -4576696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -4576707.500000 Penalty: 5167.987793
	Iteration 63Q: 3 clusters Score -4576708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -4576699.000000 Penalty: 5167.987793
	Iteration 64Q: 3 clusters Score -4576699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -4576701.000000 Penalty: 5167.987793
	Iteration 65Q: 3 clusters Score -4576701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -4576710.000000 Penalty: 5167.987793
	Iteration 66Q: 3 clusters Score -4576710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -4576705.500000 Penalty: 5167.987793
	Iteration 67Q: 3 clusters Score -4576706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4576705.000000 Penalty: 5167.987793
	Iteration 68Q: 3 clusters Score -4576705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4576707.500000 Penalty: 5167.987793
	Iteration 69Q: 3 clusters Score -4576708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4576705.500000 Penalty: 5167.987793
	Iteration 70Q: 3 clusters Score -4576706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -4576703.500000 Penalty: 5167.987793
	Iteration 71Q: 3 clusters Score -4576704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4576704.500000 Penalty: 5167.987793
	Iteration 72Q: 3 clusters Score -4576704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -4576709.000000 Penalty: 5167.987793
	Iteration 73Q: 3 clusters Score -4576709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4576718.500000 Penalty: 5167.987793
	Iteration 74Q: 3 clusters Score -4576718 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -4576715.000000 Penalty: 5167.987793
	Iteration 75Q: 3 clusters Score -4576715 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -4576713.500000 Penalty: 5167.987793
	Iteration 76Q: 3 clusters Score -4576714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -4576726.000000 Penalty: 5167.987793
	Iteration 77Q: 3 clusters Score -4576726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30787 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -4576729.500000 Penalty: 5167.987793
	Iteration 78Q: 3 clusters Score -4576730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4576741.000000 Penalty: 5167.987793
	Iteration 79Q: 3 clusters Score -4576741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -4576736.500000 Penalty: 5167.987793
	Iteration 80F: 3 clusters Score -4576736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4576749.500000 Penalty: 5167.987793
	Iteration 81Q: 3 clusters Score -4576750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4576752.500000 Penalty: 5167.987793
	Iteration 82Q: 3 clusters Score -4576752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4576749.500000 Penalty: 5167.987793
	Iteration 83Q: 3 clusters Score -4576750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -4576751.500000 Penalty: 5167.987793
	Iteration 84Q: 3 clusters Score -4576752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4576760.500000 Penalty: 5167.987793
	Iteration 85Q: 3 clusters Score -4576760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4576753.000000 Penalty: 5167.987793
	Iteration 86Q: 3 clusters Score -4576753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -4576754.000000 Penalty: 5167.987793
	Iteration 87Q: 3 clusters Score -4576754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4576753.500000 Penalty: 5167.987793
	Iteration 88Q: 3 clusters Score -4576754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -4576755.000000 Penalty: 5167.987793
	Iteration 89Q: 3 clusters Score -4576755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4576756.500000 Penalty: 5167.987793
	Iteration 90Q: 3 clusters Score -4576756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4576758.000000 Penalty: 5167.987793
	Iteration 91Q: 3 clusters Score -4576758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4576757.000000 Penalty: 5167.987793
	Iteration 92Q: 3 clusters Score -4576757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -4576755.000000 Penalty: 5167.987793
	Iteration 93Q: 3 clusters Score -4576755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4576758.500000 Penalty: 5167.987793
	Iteration 94Q: 3 clusters Score -4576758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -4576756.500000 Penalty: 5167.987793
	Iteration 95Q: 3 clusters Score -4576756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4576759.500000 Penalty: 5167.987793
	Iteration 96Q: 3 clusters Score -4576760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4576759.500000 Penalty: 5167.987793
	Iteration 97F: 3 clusters Score -4576760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Entering Unmasked Estep 
Score: -2868822.000000 Penalty: 2470.480469
	Iteration 0F: 2 clusters Score -2868822 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 10537 members 
Entering Unmasked Estep 
Score: -2853967.250000 Penalty: 4940.960938
	Iteration 0F: 3 clusters Score -2853967 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -2858947.250000 Penalty: 4940.960938
	Iteration 1F: 3 clusters Score -2858947 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2859371.500000 Penalty: 4940.960938
	Iteration 2F: 3 clusters Score -2859372 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2859734.250000 Penalty: 4940.960938
	Iteration 3Q: 3 clusters Score -2859734 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2860168.750000 Penalty: 4940.960938
	Iteration 4Q: 3 clusters Score -2860169 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2860654.750000 Penalty: 4940.960938
	Iteration 5Q: 3 clusters Score -2860655 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -2861163.250000 Penalty: 4940.960938
	Iteration 6Q: 3 clusters Score -2861163 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2861711.750000 Penalty: 4940.960938
	Iteration 7Q: 3 clusters Score -2861712 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2862341.750000 Penalty: 4940.960938
	Iteration 8F: 3 clusters Score -2862342 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2863017.500000 Penalty: 4940.960938
	Iteration 9F: 3 clusters Score -2863018 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2863720.500000 Penalty: 4940.960938
	Iteration 10Q: 3 clusters Score -2863720 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -2864341.500000 Penalty: 4940.960938
	Iteration 11Q: 3 clusters Score -2864342 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -2864879.500000 Penalty: 4940.960938
	Iteration 12Q: 3 clusters Score -2864880 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2865310.750000 Penalty: 4940.960938
	Iteration 13Q: 3 clusters Score -2865311 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -2865690.000000 Penalty: 4940.960938
	Iteration 14Q: 3 clusters Score -2865690 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2865949.500000 Penalty: 4940.960938
	Iteration 15Q: 3 clusters Score -2865950 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2866135.250000 Penalty: 4940.960938
	Iteration 16Q: 3 clusters Score -2866135 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2866253.250000 Penalty: 4940.960938
	Iteration 17Q: 3 clusters Score -2866253 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2866331.500000 Penalty: 4940.960938
	Iteration 18Q: 3 clusters Score -2866332 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2866378.000000 Penalty: 4940.960938
	Iteration 19Q: 3 clusters Score -2866378 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2866449.750000 Penalty: 4940.960938
	Iteration 20F: 3 clusters Score -2866450 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2866497.000000 Penalty: 4940.960938
	Iteration 21Q: 3 clusters Score -2866497 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2866536.500000 Penalty: 4940.960938
	Iteration 22Q: 3 clusters Score -2866536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2866570.250000 Penalty: 4940.960938
	Iteration 23Q: 3 clusters Score -2866570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2866588.500000 Penalty: 4940.960938
	Iteration 24Q: 3 clusters Score -2866588 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2866606.000000 Penalty: 4940.960938
	Iteration 25Q: 3 clusters Score -2866606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -2866627.250000 Penalty: 4940.960938
	Iteration 26Q: 3 clusters Score -2866627 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2866662.000000 Penalty: 4940.960938
	Iteration 27Q: 3 clusters Score -2866662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2866667.000000 Penalty: 4940.960938
	Iteration 28Q: 3 clusters Score -2866667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2866681.750000 Penalty: 4940.960938
	Iteration 29Q: 3 clusters Score -2866682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2866698.500000 Penalty: 4940.960938
	Iteration 30Q: 3 clusters Score -2866698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2866728.000000 Penalty: 4940.960938
	Iteration 31Q: 3 clusters Score -2866728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2866745.500000 Penalty: 4940.960938
	Iteration 32Q: 3 clusters Score -2866746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2866758.000000 Penalty: 4940.960938
	Iteration 33Q: 3 clusters Score -2866758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19911 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2866777.750000 Penalty: 4940.960938
	Iteration 34Q: 3 clusters Score -2866778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2866802.250000 Penalty: 4940.960938
	Iteration 35Q: 3 clusters Score -2866802 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2866827.500000 Penalty: 4940.960938
	Iteration 36Q: 3 clusters Score -2866828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2866852.750000 Penalty: 4940.960938
	Iteration 37Q: 3 clusters Score -2866853 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2866877.500000 Penalty: 4940.960938
	Iteration 38Q: 3 clusters Score -2866878 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2866905.750000 Penalty: 4940.960938
	Iteration 39Q: 3 clusters Score -2866906 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2866956.250000 Penalty: 4940.960938
	Iteration 40F: 3 clusters Score -2866956 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2867002.250000 Penalty: 4940.960938
	Iteration 41Q: 3 clusters Score -2867002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2867028.500000 Penalty: 4940.960938
	Iteration 42Q: 3 clusters Score -2867028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2867064.500000 Penalty: 4940.960938
	Iteration 43Q: 3 clusters Score -2867064 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2867110.250000 Penalty: 4940.960938
	Iteration 44Q: 3 clusters Score -2867110 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2867150.750000 Penalty: 4940.960938
	Iteration 45Q: 3 clusters Score -2867151 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2867191.250000 Penalty: 4940.960938
	Iteration 46Q: 3 clusters Score -2867191 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2867226.750000 Penalty: 4940.960938
	Iteration 47Q: 3 clusters Score -2867227 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2867263.500000 Penalty: 4940.960938
	Iteration 48Q: 3 clusters Score -2867264 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2867293.000000 Penalty: 4940.960938
	Iteration 49Q: 3 clusters Score -2867293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2867308.500000 Penalty: 4940.960938
	Iteration 50Q: 3 clusters Score -2867308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2867331.500000 Penalty: 4940.960938
	Iteration 51Q: 3 clusters Score -2867332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2867349.750000 Penalty: 4940.960938
	Iteration 52Q: 3 clusters Score -2867350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2867368.250000 Penalty: 4940.960938
	Iteration 53Q: 3 clusters Score -2867368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2867373 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2867388 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2867401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2867421 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2867428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2867449.250000 Penalty: 4940.960938
	Iteration 59Q: 3 clusters Score -2867449 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2867462.500000 Penalty: 4940.960938
	Iteration 60F: 3 clusters Score -2867462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2867480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2867490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2867510.250000 Penalty: 4940.960938
	Iteration 63Q: 3 clusters Score -2867510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2867528 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2867551.500000 Penalty: 4940.960938
	Iteration 65Q: 3 clusters Score -2867552 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2867573 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2867604 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2867631.500000 Penalty: 4940.960938
	Iteration 68Q: 3 clusters Score -2867632 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2867647.250000 Penalty: 4940.960938
	Iteration 69Q: 3 clusters Score -2867647 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2867680 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2867708 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2867756.000000 Penalty: 4940.960938
	Iteration 72Q: 3 clusters Score -2867756 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2867784 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2867824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2867849 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2867870 nChanged 67
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Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2867892 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2867912.250000 Penalty: 4940.960938
	Iteration 78Q: 3 clusters Score -2867912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2867921 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2867936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2867964 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2867984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2868014.500000 Penalty: 4940.960938
	Iteration 83Q: 3 clusters Score -2868014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2868046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2868064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2868091 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2868109.250000 Penalty: 4940.960938
	Iteration 87Q: 3 clusters Score -2868109 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2868113.500000 Penalty: 4940.960938
	Iteration 88Q: 3 clusters Score -2868114 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2868120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2868141.000000 Penalty: 4940.960938
	Iteration 90Q: 3 clusters Score -2868141 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2868159.250000 Penalty: 4940.960938
	Iteration 91Q: 3 clusters Score -2868159 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2868184.500000 Penalty: 4940.960938
	Iteration 92Q: 3 clusters Score -2868184 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2868205.500000 Penalty: 4940.960938
	Iteration 93Q: 3 clusters Score -2868206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -2868223.750000 Penalty: 4940.960938
	Iteration 94Q: 3 clusters Score -2868224 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2868243.500000 Penalty: 4940.960938
	Iteration 95Q: 3 clusters Score -2868244 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2868261.750000 Penalty: 4940.960938
	Iteration 96Q: 3 clusters Score -2868262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2868279.500000 Penalty: 4940.960938
	Iteration 97Q: 3 clusters Score -2868280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2868287.750000 Penalty: 4940.960938
	Iteration 98Q: 3 clusters Score -2868288 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2868309.750000 Penalty: 4940.960938
	Iteration 99Q: 3 clusters Score -2868310 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2868331.000000 Penalty: 4940.960938
	Iteration 100F: 3 clusters Score -2868331 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2868363.500000 Penalty: 4940.960938
	Iteration 101Q: 3 clusters Score -2868364 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -2868375 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -2868404.000000 Penalty: 4940.960938
	Iteration 103Q: 3 clusters Score -2868404 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2868436 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2868482 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -2868518.750000 Penalty: 4940.960938
	Iteration 106Q: 3 clusters Score -2868519 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -2868587 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -2868673 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2868777.250000 Penalty: 4940.960938
	Iteration 109Q: 3 clusters Score -2868777 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2868869.500000 Penalty: 4940.960938
	Iteration 110Q: 3 clusters Score -2868870 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2868980.500000 Penalty: 4940.960938
	Iteration 111Q: 3 clusters Score -2868980 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2869070 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2869166.250000 Penalty: 4940.960938
	Iteration 113Q: 3 clusters Score -2869166 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -2869237.250000 Penalty: 4940.960938
	Iteration 114Q: 3 clusters Score -2869237 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2869304.250000 Penalty: 4940.960938
	Iteration 115Q: 3 clusters Score -2869304 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2869348.750000 Penalty: 4940.960938
	Iteration 116Q: 3 clusters Score -2869349 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -2869393.000000 Penalty: 4940.960938
	Iteration 117Q: 3 clusters Score -2869393 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2869406.500000 Penalty: 4940.960938
	Iteration 118Q: 3 clusters Score -2869406 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2869413.000000 Penalty: 4940.960938
	Iteration 119Q: 3 clusters Score -2869413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -2869431.000000 Penalty: 4940.960938
	Iteration 120F: 3 clusters Score -2869431 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2869437.500000 Penalty: 4940.960938
	Iteration 121Q: 3 clusters Score -2869438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -2869443.000000 Penalty: 4940.960938
	Iteration 122Q: 3 clusters Score -2869443 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -2869452.500000 Penalty: 4940.960938
	Iteration 123Q: 3 clusters Score -2869452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2869462.250000 Penalty: 4940.960938
	Iteration 124Q: 3 clusters Score -2869462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2869463.250000 Penalty: 4940.960938
	Iteration 125Q: 3 clusters Score -2869463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2869466.500000 Penalty: 4940.960938
	Iteration 126Q: 3 clusters Score -2869466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2869466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2869468.500000 Penalty: 4940.960938
	Iteration 128Q: 3 clusters Score -2869468 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2869476.750000 Penalty: 4940.960938
	Iteration 129Q: 3 clusters Score -2869477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -2869478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2869483.000000 Penalty: 4940.960938
	Iteration 131Q: 3 clusters Score -2869483 nChanged 11
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Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2869487.750000 Penalty: 4940.960938
	Iteration 132Q: 3 clusters Score -2869488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2869487.250000 Penalty: 4940.960938
	Iteration 133Q: 3 clusters Score -2869487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2869484.500000 Penalty: 4940.960938
	Iteration 134Q: 3 clusters Score -2869484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2869489.250000 Penalty: 4940.960938
	Iteration 135Q: 3 clusters Score -2869489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2869491.500000 Penalty: 4940.960938
	Iteration 136Q: 3 clusters Score -2869492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2869487.250000 Penalty: 4940.960938
	Iteration 137Q: 3 clusters Score -2869487 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -2869488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2869486.000000 Penalty: 4940.960938
	Iteration 139Q: 3 clusters Score -2869486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2869486.000000 Penalty: 4940.960938
	Iteration 140F: 3 clusters Score -2869486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2869487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2869486.750000 Penalty: 4940.960938
	Iteration 142Q: 3 clusters Score -2869487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2869486.750000 Penalty: 4940.960938
	Iteration 143F: 3 clusters Score -2869487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 14618 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61500 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36708 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29191 members 
Mstep: Class 12 contains 85422 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276576 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23825 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144841 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 6579 members 
Entering Unmasked Estep 
Score: -122231248.000000 Penalty: 91853.718750
Splitting cluster 3 changes total score from -122231296.000000 to -122231248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (3002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Entering Unmasked Estep 
Score: -427209.250000 Penalty: 1985.744507
	Iteration 0F: 2 clusters Score -427209.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -423958.781250 Penalty: 3971.489014
	Iteration 0F: 3 clusters Score -423958.8 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -424640.000000 Penalty: 3971.489014
	Iteration 1F: 3 clusters Score -424640 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -424811.437500 Penalty: 3971.489014
	Iteration 2F: 3 clusters Score -424811.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -424885.031250 Penalty: 3971.489014
	Iteration 3Q: 3 clusters Score -424885 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -424931.125000 Penalty: 3971.489014
	Iteration 4Q: 3 clusters Score -424931.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -424962.875000 Penalty: 3971.489014
	Iteration 5Q: 3 clusters Score -424962.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -424994.000000 Penalty: 3971.489014
	Iteration 6Q: 3 clusters Score -424994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -425027.562500 Penalty: 3971.489014
	Iteration 7Q: 3 clusters Score -425027.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -425058.750000 Penalty: 3971.489014
	Iteration 8Q: 3 clusters Score -425058.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -425091.531250 Penalty: 3971.489014
	Iteration 9Q: 3 clusters Score -425091.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -425120.437500 Penalty: 3971.489014
	Iteration 10Q: 3 clusters Score -425120.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -425138.812500 Penalty: 3971.489014
	Iteration 11Q: 3 clusters Score -425138.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -425157.375000 Penalty: 3971.489014
	Iteration 12Q: 3 clusters Score -425157.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -425184.218750 Penalty: 3971.489014
	Iteration 13Q: 3 clusters Score -425184.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -425203.375000 Penalty: 3971.489014
	Iteration 14Q: 3 clusters Score -425203.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -425214.531250 Penalty: 3971.489014
	Iteration 15Q: 3 clusters Score -425214.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -425226.218750 Penalty: 3971.489014
	Iteration 16Q: 3 clusters Score -425226.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -425236.312500 Penalty: 3971.489014
	Iteration 17Q: 3 clusters Score -425236.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -425249.718750 Penalty: 3971.489014
	Iteration 18Q: 3 clusters Score -425249.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -425268.531250 Penalty: 3971.489014
	Iteration 19Q: 3 clusters Score -425268.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -425286.312500 Penalty: 3971.489014
	Iteration 20F: 3 clusters Score -425286.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -425305.312500 Penalty: 3971.489014
	Iteration 21Q: 3 clusters Score -425305.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -425323.250000 Penalty: 3971.489014
	Iteration 22Q: 3 clusters Score -425323.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -425338.250000 Penalty: 3971.489014
	Iteration 23Q: 3 clusters Score -425338.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -425351.187500 Penalty: 3971.489014
	Iteration 24Q: 3 clusters Score -425351.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -425360.375000 Penalty: 3971.489014
	Iteration 25Q: 3 clusters Score -425360.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -425366.468750 Penalty: 3971.489014
	Iteration 26Q: 3 clusters Score -425366.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -425370.781250 Penalty: 3971.489014
	Iteration 27Q: 3 clusters Score -425370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -425372.500000 Penalty: 3971.489014
	Iteration 28Q: 3 clusters Score -425372.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -425374.781250 Penalty: 3971.489014
	Iteration 29Q: 3 clusters Score -425374.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -425377.343750 Penalty: 3971.489014
	Iteration 30Q: 3 clusters Score -425377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -425378.500000 Penalty: 3971.489014
	Iteration 31Q: 3 clusters Score -425378.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -425380.718750 Penalty: 3971.489014
	Iteration 32Q: 3 clusters Score -425380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -425382.281250 Penalty: 3971.489014
	Iteration 33Q: 3 clusters Score -425382.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -425384.156250 Penalty: 3971.489014
	Iteration 34Q: 3 clusters Score -425384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -425386.062500 Penalty: 3971.489014
	Iteration 35Q: 3 clusters Score -425386.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -425389.062500 Penalty: 3971.489014
	Iteration 36Q: 3 clusters Score -425389.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -425393.281250 Penalty: 3971.489014
	Iteration 37Q: 3 clusters Score -425393.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -425396.093750 Penalty: 3971.489014
	Iteration 38Q: 3 clusters Score -425396.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -425399.968750 Penalty: 3971.489014
	Iteration 39Q: 3 clusters Score -425400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -425404.375000 Penalty: 3971.489014
	Iteration 40F: 3 clusters Score -425404.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -425407.968750 Penalty: 3971.489014
	Iteration 41Q: 3 clusters Score -425408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -425408.437500 Penalty: 3971.489014
	Iteration 42Q: 3 clusters Score -425408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -425408.812500 Penalty: 3971.489014
	Iteration 43Q: 3 clusters Score -425408.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -425408.812500 Penalty: 3971.489014
	Iteration 44F: 3 clusters Score -425408.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61500 members 
Entering Unmasked Estep 
Score: -8308733.000000 Penalty: 2734.644531
	Iteration 0F: 2 clusters Score -8308733 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 30701 members 
Entering Unmasked Estep 
Score: -8267694.000000 Penalty: 5469.289062
	Iteration 0F: 3 clusters Score -8267694 nChanged 28470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -8284162.000000 Penalty: 5469.289062
	Iteration 1F: 3 clusters Score -8284162 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 30070 members 
Entering Unmasked Estep 
Score: -8285208.000000 Penalty: 5469.289062
	Iteration 2Q: 3 clusters Score -8285208 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -8286227.500000 Penalty: 5469.289062
	Iteration 3Q: 3 clusters Score -8286228 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -8287323.000000 Penalty: 5469.289062
	Iteration 4Q: 3 clusters Score -8287323 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -8288504.000000 Penalty: 5469.289062
	Iteration 5Q: 3 clusters Score -8288504 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -8289854.000000 Penalty: 5469.289062
	Iteration 6Q: 3 clusters Score -8289854 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -8291329.500000 Penalty: 5469.289062
	Iteration 7Q: 3 clusters Score -8291330 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 29526 members 
Entering Unmasked Estep 
Score: -8293003.500000 Penalty: 5469.289062
	Iteration 8Q: 3 clusters Score -8293004 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -8294577.000000 Penalty: 5469.289062
	Iteration 9Q: 3 clusters Score -8294577 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -8295791.500000 Penalty: 5469.289062
	Iteration 10Q: 3 clusters Score -8295792 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -8296652.500000 Penalty: 5469.289062
	Iteration 11Q: 3 clusters Score -8296652 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -8297092.000000 Penalty: 5469.289062
	Iteration 12Q: 3 clusters Score -8297092 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -8297388.000000 Penalty: 5469.289062
	Iteration 13Q: 3 clusters Score -8297388 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -8297504.500000 Penalty: 5469.289062
	Iteration 14Q: 3 clusters Score -8297504 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -8297683.000000 Penalty: 5469.289062
	Iteration 15Q: 3 clusters Score -8297683 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -8297869.500000 Penalty: 5469.289062
	Iteration 16Q: 3 clusters Score -8297870 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -8297991.000000 Penalty: 5469.289062
	Iteration 17Q: 3 clusters Score -8297991 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -8298212.500000 Penalty: 5469.289062
	Iteration 18Q: 3 clusters Score -8298212 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -8298367.500000 Penalty: 5469.289062
	Iteration 19Q: 3 clusters Score -8298368 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -8298595.500000 Penalty: 5469.289062
	Iteration 20F: 3 clusters Score -8298596 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -8298767.000000 Penalty: 5469.289062
	Iteration 21Q: 3 clusters Score -8298767 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -8298925.500000 Penalty: 5469.289062
	Iteration 22Q: 3 clusters Score -8298926 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -8299194.500000 Penalty: 5469.289062
	Iteration 23Q: 3 clusters Score -8299194 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -8299489.000000 Penalty: 5469.289062
	Iteration 24Q: 3 clusters Score -8299489 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -8299834.500000 Penalty: 5469.289062
	Iteration 25Q: 3 clusters Score -8299834 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -8300221.500000 Penalty: 5469.289062
	Iteration 26Q: 3 clusters Score -8300222 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -8300691.500000 Penalty: 5469.289062
	Iteration 27Q: 3 clusters Score -8300692 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -8301186.500000 Penalty: 5469.289062
	Iteration 28Q: 3 clusters Score -8301186 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -8301731.500000 Penalty: 5469.289062
	Iteration 29Q: 3 clusters Score -8301732 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -8302208.000000 Penalty: 5469.289062
	Iteration 30Q: 3 clusters Score -8302208 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -8302653.500000 Penalty: 5469.289062
	Iteration 31Q: 3 clusters Score -8302654 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -8303013.000000 Penalty: 5469.289062
	Iteration 32Q: 3 clusters Score -8303013 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -8303368.000000 Penalty: 5469.289062
	Iteration 33Q: 3 clusters Score -8303368 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -8303594.000000 Penalty: 5469.289062
	Iteration 34Q: 3 clusters Score -8303594 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -8303808.500000 Penalty: 5469.289062
	Iteration 35Q: 3 clusters Score -8303808 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -8303977.000000 Penalty: 5469.289062
	Iteration 36Q: 3 clusters Score -8303977 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -8304107.000000 Penalty: 5469.289062
	Iteration 37Q: 3 clusters Score -8304107 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -8304245.500000 Penalty: 5469.289062
	Iteration 38Q: 3 clusters Score -8304246 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -8304371.500000 Penalty: 5469.289062
	Iteration 39Q: 3 clusters Score -8304372 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -8304445.500000 Penalty: 5469.289062
	Iteration 40F: 3 clusters Score -8304446 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -8304529.000000 Penalty: 5469.289062
	Iteration 41Q: 3 clusters Score -8304529 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -8304569.000000 Penalty: 5469.289062
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Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48037 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48835 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 11423 members 
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Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 11186 members 
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Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50811 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 51353 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8305286 nChanged 246
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Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 8888 members 
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Mstep: Class 1 contains 52878 members 
Mstep: Class 2 contains 8622 members 
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Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 8351 members 
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Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 8097 members 
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Mstep: Class 1 contains 53645 members 
Mstep: Class 2 contains 7855 members 
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Mstep: Class 1 contains 53886 members 
Mstep: Class 2 contains 7614 members 
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Mstep: Class 1 contains 54113 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 54346 members 
Mstep: Class 2 contains 7154 members 
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Mstep: Class 1 contains 56084 members 
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Mstep: Class 1 contains 56540 members 
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Mstep: Class 1 contains 56769 members 
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Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 4545 members 
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Mstep: Class 1 contains 57117 members 
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Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 4224 members 
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Mstep: Class 1 contains 57434 members 
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Mstep: Class 1 contains 57578 members 
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Mstep: Class 1 contains 57709 members 
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Mstep: Class 1 contains 57841 members 
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Mstep: Class 1 contains 57983 members 
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Mstep: Class 1 contains 58092 members 
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Mstep: Class 2 contains 3314 members 
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Mstep: Class 1 contains 58261 members 
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Mstep: Class 1 contains 58329 members 
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Mstep: Class 1 contains 58385 members 
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Mstep: Class 1 contains 58426 members 
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Mstep: Class 1 contains 58701 members 
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Mstep: Class 1 contains 58792 members 
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Mstep: Class 1 contains 58823 members 
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	Iteration 119Q: 3 clusters Score -8306770 nChanged 8
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	Iteration 123Q: 3 clusters Score -8306790 nChanged 6
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	Iteration 124Q: 3 clusters Score -8306794 nChanged 7
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	Iteration 125Q: 3 clusters Score -8306786 nChanged 6
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	Iteration 126Q: 3 clusters Score -8306790 nChanged 4
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	Iteration 127Q: 3 clusters Score -8306796 nChanged 8
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	Iteration 128Q: 3 clusters Score -8306794 nChanged 8
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	Iteration 129Q: 3 clusters Score -8306807 nChanged 9
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	Iteration 130Q: 3 clusters Score -8306806 nChanged 13
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	Iteration 131Q: 3 clusters Score -8306808 nChanged 14
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	Iteration 132Q: 3 clusters Score -8306822 nChanged 12
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	Iteration 133Q: 3 clusters Score -8306823 nChanged 13
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	Iteration 134Q: 3 clusters Score -8306830 nChanged 12
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Entering Unmasked Estep 
Score: -8306836.500000 Penalty: 5469.289062
	Iteration 135Q: 3 clusters Score -8306836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59154 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8306828.000000 Penalty: 5469.289062
	Iteration 136Q: 3 clusters Score -8306828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59163 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -8306825.500000 Penalty: 5469.289062
	Iteration 137Q: 3 clusters Score -8306826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59172 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8306835.500000 Penalty: 5469.289062
	Iteration 138Q: 3 clusters Score -8306836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59178 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8306832.500000 Penalty: 5469.289062
	Iteration 139Q: 3 clusters Score -8306832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59188 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -8306831.000000 Penalty: 5469.289062
	Iteration 140F: 3 clusters Score -8306831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59197 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8306841.000000 Penalty: 5469.289062
	Iteration 141Q: 3 clusters Score -8306841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8306826.000000 Penalty: 5469.289062
	Iteration 142Q: 3 clusters Score -8306826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59220 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -8306824.500000 Penalty: 5469.289062
	Iteration 143Q: 3 clusters Score -8306824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59231 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8306829.000000 Penalty: 5469.289062
	Iteration 144Q: 3 clusters Score -8306829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59236 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8306830.500000 Penalty: 5469.289062
	Iteration 145Q: 3 clusters Score -8306830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59238 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8306832.000000 Penalty: 5469.289062
	Iteration 146Q: 3 clusters Score -8306832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59241 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8306825.500000 Penalty: 5469.289062
	Iteration 147Q: 3 clusters Score -8306826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59248 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8306828.500000 Penalty: 5469.289062
	Iteration 148Q: 3 clusters Score -8306828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8306825.000000 Penalty: 5469.289062
	Iteration 149Q: 3 clusters Score -8306825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8306831.500000 Penalty: 5469.289062
	Iteration 150Q: 3 clusters Score -8306832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -8306839.000000 Penalty: 5469.289062
	Iteration 151Q: 3 clusters Score -8306839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59263 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8306844.000000 Penalty: 5469.289062
	Iteration 152Q: 3 clusters Score -8306844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59270 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8306841.000000 Penalty: 5469.289062
	Iteration 153Q: 3 clusters Score -8306841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59272 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8306842.500000 Penalty: 5469.289062
	Iteration 154Q: 3 clusters Score -8306842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8306837.500000 Penalty: 5469.289062
	Iteration 155Q: 3 clusters Score -8306838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59275 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8306844.500000 Penalty: 5469.289062
	Iteration 156Q: 3 clusters Score -8306844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59278 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8306846.500000 Penalty: 5469.289062
	Iteration 157Q: 3 clusters Score -8306846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8306839.500000 Penalty: 5469.289062
	Iteration 158Q: 3 clusters Score -8306840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59280 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8306845.000000 Penalty: 5469.289062
	Iteration 159Q: 3 clusters Score -8306845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59281 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8306840.000000 Penalty: 5469.289062
	Iteration 160F: 3 clusters Score -8306840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8306842.500000 Penalty: 5469.289062
	Iteration 161Q: 3 clusters Score -8306842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59282 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -8306842.500000 Penalty: 5469.289062
	Iteration 162F: 3 clusters Score -8306842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103456.054688 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103456.1 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 399 members 
Entering Unmasked Estep 
Score: -101774.070312 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101774.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -102475.882812 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102475.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -103038.640625 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -103038.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -103531.960938 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -103532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -103766.375000 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -103766.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -103834.242188 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -103834.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -103870.140625 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -103870.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -103893.890625 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -103893.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -103902.976562 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -103903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -103908.187500 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -103908.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -103911.531250 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -103911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -103911.531250 Penalty: 3322.340820
	Iteration 11F: 3 clusters Score -103911.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61500 members 
Mstep: Class 6 contains 587 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36708 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29191 members 
Mstep: Class 12 contains 85422 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276576 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23825 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144841 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 224 members 
Entering Unmasked Estep 
Score: -122229824.000000 Penalty: 91853.718750
Splitting cluster 6 changes total score from -122231296.000000 to -122229824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (49043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Entering Unmasked Estep 
Score: -6780936.500000 Penalty: 2678.512451
	Iteration 0F: 2 clusters Score -6780936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -6747912.000000 Penalty: 5357.024902
	Iteration 0F: 3 clusters Score -6747912 nChanged 22543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -6760309.000000 Penalty: 5357.024902
	Iteration 1F: 3 clusters Score -6760309 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -6760829.500000 Penalty: 5357.024902
	Iteration 2Q: 3 clusters Score -6760830 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -6761370.500000 Penalty: 5357.024902
	Iteration 3Q: 3 clusters Score -6761370 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -6761879.500000 Penalty: 5357.024902
	Iteration 4Q: 3 clusters Score -6761880 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -6762521.500000 Penalty: 5357.024902
	Iteration 5Q: 3 clusters Score -6762522 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -6763288.000000 Penalty: 5357.024902
	Iteration 6Q: 3 clusters Score -6763288 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -6764293.500000 Penalty: 5357.024902
	Iteration 7Q: 3 clusters Score -6764294 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -6765244.000000 Penalty: 5357.024902
	Iteration 8Q: 3 clusters Score -6765244 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -6766266.500000 Penalty: 5357.024902
	Iteration 9Q: 3 clusters Score -6766266 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -6767247.500000 Penalty: 5357.024902
	Iteration 10Q: 3 clusters Score -6767248 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -6768211.500000 Penalty: 5357.024902
	Iteration 11Q: 3 clusters Score -6768212 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -6769189.500000 Penalty: 5357.024902
	Iteration 12Q: 3 clusters Score -6769190 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -6770119.500000 Penalty: 5357.024902
	Iteration 13Q: 3 clusters Score -6770120 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -6771055.000000 Penalty: 5357.024902
	Iteration 14Q: 3 clusters Score -6771055 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -6772068.000000 Penalty: 5357.024902
	Iteration 15Q: 3 clusters Score -6772068 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -6773092.500000 Penalty: 5357.024902
	Iteration 16Q: 3 clusters Score -6773092 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -6774196.000000 Penalty: 5357.024902
	Iteration 17Q: 3 clusters Score -6774196 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -6775217.000000 Penalty: 5357.024902
	Iteration 18Q: 3 clusters Score -6775217 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -6776131.000000 Penalty: 5357.024902
	Iteration 19Q: 3 clusters Score -6776131 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -6776817.500000 Penalty: 5357.024902
	Iteration 20F: 3 clusters Score -6776818 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -6777366.000000 Penalty: 5357.024902
	Iteration 21Q: 3 clusters Score -6777366 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -6777777.500000 Penalty: 5357.024902
	Iteration 22Q: 3 clusters Score -6777778 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -6778036.000000 Penalty: 5357.024902
	Iteration 23Q: 3 clusters Score -6778036 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 47731 members 
Entering Unmasked Estep 
Score: -6778234.500000 Penalty: 5357.024902
	Iteration 24Q: 3 clusters Score -6778234 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -6778354.500000 Penalty: 5357.024902
	Iteration 25Q: 3 clusters Score -6778354 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -6778444.000000 Penalty: 5357.024902
	Iteration 26Q: 3 clusters Score -6778444 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -6778502.000000 Penalty: 5357.024902
	Iteration 27Q: 3 clusters Score -6778502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 48195 members 
Entering Unmasked Estep 
Score: -6778591.000000 Penalty: 5357.024902
	Iteration 28Q: 3 clusters Score -6778591 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -6778655.500000 Penalty: 5357.024902
	Iteration 29Q: 3 clusters Score -6778656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -6778694.500000 Penalty: 5357.024902
	Iteration 30Q: 3 clusters Score -6778694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -6778748.000000 Penalty: 5357.024902
	Iteration 31Q: 3 clusters Score -6778748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -6778761.000000 Penalty: 5357.024902
	Iteration 32Q: 3 clusters Score -6778761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -6778783.500000 Penalty: 5357.024902
	Iteration 33Q: 3 clusters Score -6778784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 48360 members 
Entering Unmasked Estep 
Score: -6778788.000000 Penalty: 5357.024902
	Iteration 34Q: 3 clusters Score -6778788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -6778803.500000 Penalty: 5357.024902
	Iteration 35Q: 3 clusters Score -6778804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -6778818.500000 Penalty: 5357.024902
	Iteration 36Q: 3 clusters Score -6778818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
Score: -6778819.000000 Penalty: 5357.024902
	Iteration 37Q: 3 clusters Score -6778819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -6778823.500000 Penalty: 5357.024902
	Iteration 38Q: 3 clusters Score -6778824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6778818.000000 Penalty: 5357.024902
	Iteration 39Q: 3 clusters Score -6778818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6778818.000000 Penalty: 5357.024902
	Iteration 40F: 3 clusters Score -6778818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -767872.000000 Penalty: 2146.233887
	Iteration 0F: 2 clusters Score -767872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -762934.062500 Penalty: 4292.467773
	Iteration 0F: 3 clusters Score -762934.1 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -764234.062500 Penalty: 4292.467773
	Iteration 1F: 3 clusters Score -764234.1 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -764586.437500 Penalty: 4292.467773
	Iteration 2F: 3 clusters Score -764586.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -764896.250000 Penalty: 4292.467773
	Iteration 3F: 3 clusters Score -764896.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -765192.812500 Penalty: 4292.467773
	Iteration 4F: 3 clusters Score -765192.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -765469.875000 Penalty: 4292.467773
	Iteration 5F: 3 clusters Score -765469.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -765733.812500 Penalty: 4292.467773
	Iteration 6F: 3 clusters Score -765733.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -765978.000000 Penalty: 4292.467773
	Iteration 7Q: 3 clusters Score -765978 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -766192.062500 Penalty: 4292.467773
	Iteration 8Q: 3 clusters Score -766192.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -766336.562500 Penalty: 4292.467773
	Iteration 9Q: 3 clusters Score -766336.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -766429.062500 Penalty: 4292.467773
	Iteration 10Q: 3 clusters Score -766429.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -766517.125000 Penalty: 4292.467773
	Iteration 11Q: 3 clusters Score -766517.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -766583.375000 Penalty: 4292.467773
	Iteration 12Q: 3 clusters Score -766583.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -766633.062500 Penalty: 4292.467773
	Iteration 13Q: 3 clusters Score -766633.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -766661.875000 Penalty: 4292.467773
	Iteration 14Q: 3 clusters Score -766661.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -766685.187500 Penalty: 4292.467773
	Iteration 15Q: 3 clusters Score -766685.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -766700.937500 Penalty: 4292.467773
	Iteration 16Q: 3 clusters Score -766700.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -766705.937500 Penalty: 4292.467773
	Iteration 17Q: 3 clusters Score -766705.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -766713.625000 Penalty: 4292.467773
	Iteration 18Q: 3 clusters Score -766713.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -766712.375000 Penalty: 4292.467773
	Iteration 19Q: 3 clusters Score -766712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -766715.937500 Penalty: 4292.467773
	Iteration 20F: 3 clusters Score -766715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -766715.562500 Penalty: 4292.467773
	Iteration 21Q: 3 clusters Score -766715.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -766715.750000 Penalty: 4292.467773
	Iteration 22Q: 3 clusters Score -766715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -766717.437500 Penalty: 4292.467773
	Iteration 23Q: 3 clusters Score -766717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -766717.687500 Penalty: 4292.467773
	Iteration 24Q: 3 clusters Score -766717.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -766717.687500 Penalty: 4292.467773
	Iteration 25F: 3 clusters Score -766717.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Entering Unmasked Estep 
Score: -5104140.500000 Penalty: 2606.666016
	Iteration 0F: 2 clusters Score -5104140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -5079178.000000 Penalty: 5213.332031
	Iteration 0F: 3 clusters Score -5079178 nChanged 16684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -5088184.500000 Penalty: 5213.332031
	Iteration 1F: 3 clusters Score -5088184 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -5088683.000000 Penalty: 5213.332031
	Iteration 2Q: 3 clusters Score -5088683 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -5089198.000000 Penalty: 5213.332031
	Iteration 3Q: 3 clusters Score -5089198 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -5089727.500000 Penalty: 5213.332031
	Iteration 4Q: 3 clusters Score -5089728 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -5090330.500000 Penalty: 5213.332031
	Iteration 5Q: 3 clusters Score -5090330 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -5091110.500000 Penalty: 5213.332031
	Iteration 6Q: 3 clusters Score -5091110 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -5092130.500000 Penalty: 5213.332031
	Iteration 7Q: 3 clusters Score -5092130 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -5093441.000000 Penalty: 5213.332031
	Iteration 8F: 3 clusters Score -5093441 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -5094969.500000 Penalty: 5213.332031
	Iteration 9F: 3 clusters Score -5094970 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -5096462.000000 Penalty: 5213.332031
	Iteration 10F: 3 clusters Score -5096462 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -5097610.000000 Penalty: 5213.332031
	Iteration 11Q: 3 clusters Score -5097610 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -5098452.500000 Penalty: 5213.332031
	Iteration 12Q: 3 clusters Score -5098452 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -5099103.000000 Penalty: 5213.332031
	Iteration 13Q: 3 clusters Score -5099103 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -5099579.500000 Penalty: 5213.332031
	Iteration 14Q: 3 clusters Score -5099580 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -5100100.000000 Penalty: 5213.332031
	Iteration 15Q: 3 clusters Score -5100100 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -5100656.500000 Penalty: 5213.332031
	Iteration 16Q: 3 clusters Score -5100656 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -5101317.500000 Penalty: 5213.332031
	Iteration 17Q: 3 clusters Score -5101318 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 26931 members 
Entering Unmasked Estep 
Score: -5102070.000000 Penalty: 5213.332031
	Iteration 18Q: 3 clusters Score -5102070 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -5102679.500000 Penalty: 5213.332031
	Iteration 19Q: 3 clusters Score -5102680 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -5103140.000000 Penalty: 5213.332031
	Iteration 20F: 3 clusters Score -5103140 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -5103344.500000 Penalty: 5213.332031
	Iteration 21Q: 3 clusters Score -5103344 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -5103427.500000 Penalty: 5213.332031
	Iteration 22Q: 3 clusters Score -5103428 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -5103444.000000 Penalty: 5213.332031
	Iteration 23Q: 3 clusters Score -5103444 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -5103462.000000 Penalty: 5213.332031
	Iteration 24Q: 3 clusters Score -5103462 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -5103463.500000 Penalty: 5213.332031
	Iteration 25Q: 3 clusters Score -5103464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -5103466.000000 Penalty: 5213.332031
	Iteration 26Q: 3 clusters Score -5103466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5103476.500000 Penalty: 5213.332031
	Iteration 27Q: 3 clusters Score -5103476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5103465.500000 Penalty: 5213.332031
	Iteration 28Q: 3 clusters Score -5103466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -5103481.000000 Penalty: 5213.332031
	Iteration 29Q: 3 clusters Score -5103481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -5103483.000000 Penalty: 5213.332031
	Iteration 30Q: 3 clusters Score -5103483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -5103483.500000 Penalty: 5213.332031
	Iteration 31Q: 3 clusters Score -5103484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5103483.500000 Penalty: 5213.332031
	Iteration 32Q: 3 clusters Score -5103484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -5103480.500000 Penalty: 5213.332031
	Iteration 33Q: 3 clusters Score -5103480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -5103479.000000 Penalty: 5213.332031
	Iteration 34Q: 3 clusters Score -5103479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -5103480.000000 Penalty: 5213.332031
	Iteration 35Q: 3 clusters Score -5103480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -5103478.500000 Penalty: 5213.332031
	Iteration 36Q: 3 clusters Score -5103478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -5103481.500000 Penalty: 5213.332031
	Iteration 37Q: 3 clusters Score -5103482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -5103478.500000 Penalty: 5213.332031
	Iteration 38Q: 3 clusters Score -5103478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -5103474.000000 Penalty: 5213.332031
	Iteration 39Q: 3 clusters Score -5103474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -5103478.000000 Penalty: 5213.332031
	Iteration 40F: 3 clusters Score -5103478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -5103475.000000 Penalty: 5213.332031
	Iteration 41Q: 3 clusters Score -5103475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -5103476.000000 Penalty: 5213.332031
	Iteration 42Q: 3 clusters Score -5103476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -5103476.000000 Penalty: 5213.332031
	Iteration 43F: 3 clusters Score -5103476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -144853.593750 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -144853.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -142832.375000 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -142832.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143249.781250 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -143249.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -143455.359375 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -143455.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -143594.000000 Penalty: 3510.020264
	Iteration 3F: 3 clusters Score -143594 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -143712.171875 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -143712.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -143799.421875 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -143799.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -143879.156250 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -143879.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -143941.328125 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -143941.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -144008.750000 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -144008.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -144054.421875 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -144054.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -144089.140625 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -144089.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -144120.234375 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -144120.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -144149.515625 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -144149.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -144168.390625 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -144168.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -144184.093750 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -144184.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -144198.937500 Penalty: 3510.020264
	Iteration 15Q: 3 clusters Score -144198.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -144209.093750 Penalty: 3510.020264
	Iteration 16Q: 3 clusters Score -144209.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -144223.250000 Penalty: 3510.020264
	Iteration 17Q: 3 clusters Score -144223.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -144237.437500 Penalty: 3510.020264
	Iteration 18Q: 3 clusters Score -144237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -144246.500000 Penalty: 3510.020264
	Iteration 19Q: 3 clusters Score -144246.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -144254.187500 Penalty: 3510.020264
	Iteration 20F: 3 clusters Score -144254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -144269.609375 Penalty: 3510.020264
	Iteration 21Q: 3 clusters Score -144269.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -144319.812500 Penalty: 3510.020264
	Iteration 22Q: 3 clusters Score -144319.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -144350.828125 Penalty: 3510.020264
	Iteration 23Q: 3 clusters Score -144350.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -144377.687500 Penalty: 3510.020264
	Iteration 24Q: 3 clusters Score -144377.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -144435.468750 Penalty: 3510.020264
	Iteration 25Q: 3 clusters Score -144435.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -144470.921875 Penalty: 3510.020264
	Iteration 26Q: 3 clusters Score -144470.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -144498.656250 Penalty: 3510.020264
	Iteration 27Q: 3 clusters Score -144498.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -144512.593750 Penalty: 3510.020264
	Iteration 28Q: 3 clusters Score -144512.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -144559.859375 Penalty: 3510.020264
	Iteration 29Q: 3 clusters Score -144559.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -144598.625000 Penalty: 3510.020264
	Iteration 30Q: 3 clusters Score -144598.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -144647.218750 Penalty: 3510.020264
	Iteration 31Q: 3 clusters Score -144647.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -144674.375000 Penalty: 3510.020264
	Iteration 32Q: 3 clusters Score -144674.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -144678.921875 Penalty: 3510.020264
	Iteration 33Q: 3 clusters Score -144678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144682.296875 Penalty: 3510.020264
	Iteration 34Q: 3 clusters Score -144682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -144684.703125 Penalty: 3510.020264
	Iteration 35Q: 3 clusters Score -144684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -144685.796875 Penalty: 3510.020264
	Iteration 36Q: 3 clusters Score -144685.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -144691.859375 Penalty: 3510.020264
	Iteration 37F: 3 clusters Score -144691.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -144699.765625 Penalty: 3510.020264
	Iteration 38Q: 3 clusters Score -144699.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -144709.859375 Penalty: 3510.020264
	Iteration 39Q: 3 clusters Score -144709.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -144724.265625 Penalty: 3510.020264
	Iteration 40F: 3 clusters Score -144724.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -144728.625000 Penalty: 3510.020264
	Iteration 41Q: 3 clusters Score -144728.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -144730.093750 Penalty: 3510.020264
	Iteration 42Q: 3 clusters Score -144730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -144730.093750 Penalty: 3510.020264
	Iteration 43F: 3 clusters Score -144730.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Entering Unmasked Estep 
Score: -4083655.750000 Penalty: 2549.840576
	Iteration 0F: 2 clusters Score -4083656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -4063588.000000 Penalty: 5099.681152
	Iteration 0F: 3 clusters Score -4063588 nChanged 13204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -4070822.750000 Penalty: 5099.681152
	Iteration 1F: 3 clusters Score -4070823 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -4071465.250000 Penalty: 5099.681152
	Iteration 2F: 3 clusters Score -4071465 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -4072146.250000 Penalty: 5099.681152
	Iteration 3F: 3 clusters Score -4072146 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4073034.250000 Penalty: 5099.681152
	Iteration 4F: 3 clusters Score -4073034 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -4074143.000000 Penalty: 5099.681152
	Iteration 5F: 3 clusters Score -4074143 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -4075563.000000 Penalty: 5099.681152
	Iteration 6F: 3 clusters Score -4075563 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -4077267.750000 Penalty: 5099.681152
	Iteration 7F: 3 clusters Score -4077268 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -4078805.500000 Penalty: 5099.681152
	Iteration 8F: 3 clusters Score -4078806 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -4079977.500000 Penalty: 5099.681152
	Iteration 9Q: 3 clusters Score -4079978 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -4080762.750000 Penalty: 5099.681152
	Iteration 10Q: 3 clusters Score -4080763 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -4081235.500000 Penalty: 5099.681152
	Iteration 11Q: 3 clusters Score -4081236 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -4081495.750000 Penalty: 5099.681152
	Iteration 12Q: 3 clusters Score -4081496 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4081616.000000 Penalty: 5099.681152
	Iteration 13Q: 3 clusters Score -4081616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -4081686.500000 Penalty: 5099.681152
	Iteration 14Q: 3 clusters Score -4081686 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -4081743.750000 Penalty: 5099.681152
	Iteration 15Q: 3 clusters Score -4081744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -4081783.250000 Penalty: 5099.681152
	Iteration 16Q: 3 clusters Score -4081783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -4081808.250000 Penalty: 5099.681152
	Iteration 17Q: 3 clusters Score -4081808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -4081828.750000 Penalty: 5099.681152
	Iteration 18Q: 3 clusters Score -4081829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -4081838.500000 Penalty: 5099.681152
	Iteration 19Q: 3 clusters Score -4081838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -4081856.000000 Penalty: 5099.681152
	Iteration 20F: 3 clusters Score -4081856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -4081859.500000 Penalty: 5099.681152
	Iteration 21Q: 3 clusters Score -4081860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -4081862.000000 Penalty: 5099.681152
	Iteration 22Q: 3 clusters Score -4081862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -4081861.500000 Penalty: 5099.681152
	Iteration 23Q: 3 clusters Score -4081862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -4081867.250000 Penalty: 5099.681152
	Iteration 24Q: 3 clusters Score -4081867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -4081874.000000 Penalty: 5099.681152
	Iteration 25Q: 3 clusters Score -4081874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -4081870.000000 Penalty: 5099.681152
	Iteration 26Q: 3 clusters Score -4081870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -4081870.000000 Penalty: 5099.681152
	Iteration 27F: 3 clusters Score -4081870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85422 members 
Entering Unmasked Estep 
Score: -11832925.000000 Penalty: 2816.129150
	Iteration 0F: 2 clusters Score -1.183292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -11775531.000000 Penalty: 5632.258301
	Iteration 0F: 3 clusters Score -1.177553e+07 nChanged 40296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -11798522.000000 Penalty: 5632.258301
	Iteration 1F: 3 clusters Score -1.179852e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -11799176.000000 Penalty: 5632.258301
	Iteration 2Q: 3 clusters Score -1.179918e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -11799784.000000 Penalty: 5632.258301
	Iteration 3Q: 3 clusters Score -1.179978e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -11800575.000000 Penalty: 5632.258301
	Iteration 4Q: 3 clusters Score -1.180058e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -11801446.000000 Penalty: 5632.258301
	Iteration 5Q: 3 clusters Score -1.180145e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -11802669.000000 Penalty: 5632.258301
	Iteration 6Q: 3 clusters Score -1.180267e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -11804498.000000 Penalty: 5632.258301
	Iteration 7Q: 3 clusters Score -1.18045e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -11807313.000000 Penalty: 5632.258301
	Iteration 8F: 3 clusters Score -1.180731e+07 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56135 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -11811158.000000 Penalty: 5632.258301
	Iteration 9F: 3 clusters Score -1.181116e+07 nChanged 5376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59875 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -11815182.000000 Penalty: 5632.258301
	Iteration 10F: 3 clusters Score -1.181518e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -11818414.000000 Penalty: 5632.258301
	Iteration 11F: 3 clusters Score -1.181841e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65283 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -11820502.000000 Penalty: 5632.258301
	Iteration 12Q: 3 clusters Score -1.18205e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -11821928.000000 Penalty: 5632.258301
	Iteration 13Q: 3 clusters Score -1.182193e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -11822948.000000 Penalty: 5632.258301
	Iteration 14Q: 3 clusters Score -1.182295e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70700 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -11823910.000000 Penalty: 5632.258301
	Iteration 15Q: 3 clusters Score -1.182391e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72323 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -11824843.000000 Penalty: 5632.258301
	Iteration 16Q: 3 clusters Score -1.182484e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73797 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -11825800.000000 Penalty: 5632.258301
	Iteration 17Q: 3 clusters Score -1.18258e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75132 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -11826613.000000 Penalty: 5632.258301
	Iteration 18Q: 3 clusters Score -1.182661e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76252 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -11827293.000000 Penalty: 5632.258301
	Iteration 19Q: 3 clusters Score -1.182729e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -11827822.000000 Penalty: 5632.258301
	Iteration 20F: 3 clusters Score -1.182782e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77971 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -11828233.000000 Penalty: 5632.258301
	Iteration 21Q: 3 clusters Score -1.182823e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78630 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -11828487.000000 Penalty: 5632.258301
	Iteration 22Q: 3 clusters Score -1.182849e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -11828796.000000 Penalty: 5632.258301
	Iteration 23Q: 3 clusters Score -1.18288e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79770 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -11828986.000000 Penalty: 5632.258301
	Iteration 24Q: 3 clusters Score -1.182899e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80230 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -11829188.000000 Penalty: 5632.258301
	Iteration 25Q: 3 clusters Score -1.182919e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80661 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -11829378.000000 Penalty: 5632.258301
	Iteration 26Q: 3 clusters Score -1.182938e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81045 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -11829500.000000 Penalty: 5632.258301
	Iteration 27Q: 3 clusters Score -1.18295e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -11829665.000000 Penalty: 5632.258301
	Iteration 28Q: 3 clusters Score -1.182966e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81709 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -11829770.000000 Penalty: 5632.258301
	Iteration 29Q: 3 clusters Score -1.182977e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81948 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -11829855.000000 Penalty: 5632.258301
	Iteration 30Q: 3 clusters Score -1.182986e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82164 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -11829911.000000 Penalty: 5632.258301
	Iteration 31Q: 3 clusters Score -1.182991e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82358 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -11829989.000000 Penalty: 5632.258301
	Iteration 32Q: 3 clusters Score -1.182999e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -11830028.000000 Penalty: 5632.258301
	Iteration 33Q: 3 clusters Score -1.183003e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82686 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -11830073.000000 Penalty: 5632.258301
	Iteration 34Q: 3 clusters Score -1.183007e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82824 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -11830116.000000 Penalty: 5632.258301
	Iteration 35Q: 3 clusters Score -1.183012e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -11830169.000000 Penalty: 5632.258301
	Iteration 36Q: 3 clusters Score -1.183017e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83069 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -11830207.000000 Penalty: 5632.258301
	Iteration 37Q: 3 clusters Score -1.183021e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -11830231.000000 Penalty: 5632.258301
	Iteration 38Q: 3 clusters Score -1.183023e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83270 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -11830276.000000 Penalty: 5632.258301
	Iteration 39Q: 3 clusters Score -1.183028e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11830260.000000 Penalty: 5632.258301
	Iteration 40F: 3 clusters Score -1.183026e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83411 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -11830295.000000 Penalty: 5632.258301
	Iteration 41Q: 3 clusters Score -1.18303e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -11830317.000000 Penalty: 5632.258301
	Iteration 42Q: 3 clusters Score -1.183032e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83510 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -11830326.000000 Penalty: 5632.258301
	Iteration 43Q: 3 clusters Score -1.183033e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -11830326.000000 Penalty: 5632.258301
	Iteration 44Q: 3 clusters Score -1.183033e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -11830325.000000 Penalty: 5632.258301
	Iteration 45Q: 3 clusters Score -1.183032e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -11830330.000000 Penalty: 5632.258301
	Iteration 46Q: 3 clusters Score -1.183033e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83638 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -11830347.000000 Penalty: 5632.258301
	Iteration 47Q: 3 clusters Score -1.183035e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83663 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -11830360.000000 Penalty: 5632.258301
	Iteration 48Q: 3 clusters Score -1.183036e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83685 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -11830368.000000 Penalty: 5632.258301
	Iteration 49Q: 3 clusters Score -1.183037e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83713 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -11830387.000000 Penalty: 5632.258301
	Iteration 50Q: 3 clusters Score -1.183039e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83737 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -11830380.000000 Penalty: 5632.258301
	Iteration 51Q: 3 clusters Score -1.183038e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -11830372.000000 Penalty: 5632.258301
	Iteration 52Q: 3 clusters Score -1.183037e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83791 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -11830387.000000 Penalty: 5632.258301
	Iteration 53Q: 3 clusters Score -1.183039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83813 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -11830378.000000 Penalty: 5632.258301
	Iteration 54Q: 3 clusters Score -1.183038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83834 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -11830393.000000 Penalty: 5632.258301
	Iteration 55Q: 3 clusters Score -1.183039e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83860 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -11830408.000000 Penalty: 5632.258301
	Iteration 56Q: 3 clusters Score -1.183041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11830430.000000 Penalty: 5632.258301
	Iteration 57Q: 3 clusters Score -1.183043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -11830451.000000 Penalty: 5632.258301
	Iteration 58Q: 3 clusters Score -1.183045e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83922 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -11830455.000000 Penalty: 5632.258301
	Iteration 59Q: 3 clusters Score -1.183046e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83946 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11830462.000000 Penalty: 5632.258301
	Iteration 60F: 3 clusters Score -1.183046e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83975 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -11830474.000000 Penalty: 5632.258301
	Iteration 61Q: 3 clusters Score -1.183047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83995 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11830470.000000 Penalty: 5632.258301
	Iteration 62Q: 3 clusters Score -1.183047e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84010 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -11830472.000000 Penalty: 5632.258301
	Iteration 63Q: 3 clusters Score -1.183047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -11830479.000000 Penalty: 5632.258301
	Iteration 64Q: 3 clusters Score -1.183048e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84035 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -11830479.000000 Penalty: 5632.258301
	Iteration 65Q: 3 clusters Score -1.183048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84042 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -11830477.000000 Penalty: 5632.258301
	Iteration 66Q: 3 clusters Score -1.183048e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84052 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11830481.000000 Penalty: 5632.258301
	Iteration 67Q: 3 clusters Score -1.183048e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -11830477.000000 Penalty: 5632.258301
	Iteration 68Q: 3 clusters Score -1.183048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84079 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -11830480.000000 Penalty: 5632.258301
	Iteration 69Q: 3 clusters Score -1.183048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -11830493.000000 Penalty: 5632.258301
	Iteration 70Q: 3 clusters Score -1.183049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84104 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -11830492.000000 Penalty: 5632.258301
	Iteration 71Q: 3 clusters Score -1.183049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84115 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -11830502.000000 Penalty: 5632.258301
	Iteration 72Q: 3 clusters Score -1.18305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84126 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -11830506.000000 Penalty: 5632.258301
	Iteration 73Q: 3 clusters Score -1.183051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84128 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -11830509.000000 Penalty: 5632.258301
	Iteration 74Q: 3 clusters Score -1.183051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84131 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -11830505.000000 Penalty: 5632.258301
	Iteration 75Q: 3 clusters Score -1.18305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84137 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -11830512.000000 Penalty: 5632.258301
	Iteration 76Q: 3 clusters Score -1.183051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84143 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -11830506.000000 Penalty: 5632.258301
	Iteration 77Q: 3 clusters Score -1.183051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84145 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -11830505.000000 Penalty: 5632.258301
	Iteration 78Q: 3 clusters Score -1.18305e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84148 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -11830509.000000 Penalty: 5632.258301
	Iteration 79Q: 3 clusters Score -1.183051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84149 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -11830515.000000 Penalty: 5632.258301
	Iteration 80F: 3 clusters Score -1.183052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -11830509.000000 Penalty: 5632.258301
	Iteration 81Q: 3 clusters Score -1.183051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -11830509.000000 Penalty: 5632.258301
	Iteration 82F: 3 clusters Score -1.183051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Entering Unmasked Estep 
Score: -3979729.500000 Penalty: 2552.342773
	Iteration 0F: 2 clusters Score -3979730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -3959321.500000 Penalty: 5104.685547
	Iteration 0F: 3 clusters Score -3959322 nChanged 13416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3966732.500000 Penalty: 5104.685547
	Iteration 1F: 3 clusters Score -3966732 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -3967326.750000 Penalty: 5104.685547
	Iteration 2F: 3 clusters Score -3967327 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3967926.000000 Penalty: 5104.685547
	Iteration 3Q: 3 clusters Score -3967926 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3968611.750000 Penalty: 5104.685547
	Iteration 4F: 3 clusters Score -3968612 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3969426.500000 Penalty: 5104.685547
	Iteration 5F: 3 clusters Score -3969426 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3970337.500000 Penalty: 5104.685547
	Iteration 6F: 3 clusters Score -3970338 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -3971127.250000 Penalty: 5104.685547
	Iteration 7F: 3 clusters Score -3971127 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -3971760.250000 Penalty: 5104.685547
	Iteration 8Q: 3 clusters Score -3971760 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3972210.500000 Penalty: 5104.685547
	Iteration 9Q: 3 clusters Score -3972210 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -3972519.500000 Penalty: 5104.685547
	Iteration 10Q: 3 clusters Score -3972520 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -3972724.000000 Penalty: 5104.685547
	Iteration 11Q: 3 clusters Score -3972724 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3972900.000000 Penalty: 5104.685547
	Iteration 12Q: 3 clusters Score -3972900 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3973066.500000 Penalty: 5104.685547
	Iteration 13Q: 3 clusters Score -3973066 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -3973328.000000 Penalty: 5104.685547
	Iteration 14Q: 3 clusters Score -3973328 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3973666.000000 Penalty: 5104.685547
	Iteration 15Q: 3 clusters Score -3973666 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -3974192.500000 Penalty: 5104.685547
	Iteration 16Q: 3 clusters Score -3974192 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3974901.000000 Penalty: 5104.685547
	Iteration 17Q: 3 clusters Score -3974901 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3975582.750000 Penalty: 5104.685547
	Iteration 18Q: 3 clusters Score -3975583 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -3976081.500000 Penalty: 5104.685547
	Iteration 19Q: 3 clusters Score -3976082 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3976368.500000 Penalty: 5104.685547
	Iteration 20F: 3 clusters Score -3976368 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3976504.000000 Penalty: 5104.685547
	Iteration 21Q: 3 clusters Score -3976504 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3976605.250000 Penalty: 5104.685547
	Iteration 22Q: 3 clusters Score -3976605 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3976646.750000 Penalty: 5104.685547
	Iteration 23Q: 3 clusters Score -3976647 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3976666.250000 Penalty: 5104.685547
	Iteration 24Q: 3 clusters Score -3976666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -3976668.000000 Penalty: 5104.685547
	Iteration 25Q: 3 clusters Score -3976668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3976671.000000 Penalty: 5104.685547
	Iteration 26Q: 3 clusters Score -3976671 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3976677.500000 Penalty: 5104.685547
	Iteration 27Q: 3 clusters Score -3976678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3976673.500000 Penalty: 5104.685547
	Iteration 28Q: 3 clusters Score -3976674 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3976679.000000 Penalty: 5104.685547
	Iteration 29Q: 3 clusters Score -3976679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3976671.750000 Penalty: 5104.685547
	Iteration 30Q: 3 clusters Score -3976672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3976682.250000 Penalty: 5104.685547
	Iteration 31Q: 3 clusters Score -3976682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3976678.250000 Penalty: 5104.685547
	Iteration 32Q: 3 clusters Score -3976678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3976681.750000 Penalty: 5104.685547
	Iteration 33Q: 3 clusters Score -3976682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3976683.000000 Penalty: 5104.685547
	Iteration 34Q: 3 clusters Score -3976683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3976685.250000 Penalty: 5104.685547
	Iteration 35Q: 3 clusters Score -3976685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -3976693.500000 Penalty: 5104.685547
	Iteration 36Q: 3 clusters Score -3976694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3976686.750000 Penalty: 5104.685547
	Iteration 37Q: 3 clusters Score -3976687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3976688.250000 Penalty: 5104.685547
	Iteration 38Q: 3 clusters Score -3976688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3976693.000000 Penalty: 5104.685547
	Iteration 39Q: 3 clusters Score -3976693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -3976692.250000 Penalty: 5104.685547
	Iteration 40F: 3 clusters Score -3976692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3976692.750000 Penalty: 5104.685547
	Iteration 41Q: 3 clusters Score -3976693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -3976692.750000 Penalty: 5104.685547
	Iteration 42F: 3 clusters Score -3976693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (276576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276576 members 
Entering Unmasked Estep 
Score: -38619556.000000 Penalty: 3107.499756
	Iteration 0F: 2 clusters Score -3.861956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138729 members 
Mstep: Class 2 contains 137847 members 
Entering Unmasked Estep 
Score: -38466248.000000 Penalty: 6214.999512
	Iteration 0F: 3 clusters Score -3.846625e+07 nChanged 133908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149403 members 
Mstep: Class 2 contains 127173 members 
Entering Unmasked Estep 
Score: -38546476.000000 Penalty: 6214.999512
	Iteration 1F: 3 clusters Score -3.854648e+07 nChanged 10098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156689 members 
Mstep: Class 2 contains 119887 members 
Entering Unmasked Estep 
Score: -38549404.000000 Penalty: 6214.999512
	Iteration 2Q: 3 clusters Score -3.85494e+07 nChanged 13736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168129 members 
Mstep: Class 2 contains 108447 members 
Entering Unmasked Estep 
Score: -38555260.000000 Penalty: 6214.999512
	Iteration 3Q: 3 clusters Score -3.855526e+07 nChanged 18307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184594 members 
Mstep: Class 2 contains 91982 members 
Entering Unmasked Estep 
Score: -38566460.000000 Penalty: 6214.999512
	Iteration 4F: 3 clusters Score -3.856646e+07 nChanged 22255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205255 members 
Mstep: Class 2 contains 71321 members 
Entering Unmasked Estep 
Score: -38583236.000000 Penalty: 6214.999512
	Iteration 5F: 3 clusters Score -3.858324e+07 nChanged 22590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226833 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -38602276.000000 Penalty: 6214.999512
	Iteration 6F: 3 clusters Score -3.860228e+07 nChanged 19546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245797 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -38617252.000000 Penalty: 6214.999512
	Iteration 7F: 3 clusters Score -3.861725e+07 nChanged 14752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260379 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -38620252.000000 Penalty: 6214.999512
	Iteration 8F: 3 clusters Score -3.862025e+07 nChanged 9148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269501 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -38619064.000000 Penalty: 6214.999512
	Iteration 9Q: 3 clusters Score -3.861906e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273722 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -38617676.000000 Penalty: 6214.999512
	Iteration 10Q: 3 clusters Score -3.861768e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275306 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -38617452.000000 Penalty: 6214.999512
	Iteration 11Q: 3 clusters Score -3.861745e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275843 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -38617296.000000 Penalty: 6214.999512
	Iteration 12Q: 3 clusters Score -3.86173e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276020 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -38617240.000000 Penalty: 6214.999512
	Iteration 13Q: 3 clusters Score -3.861724e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276091 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -38617300.000000 Penalty: 6214.999512
	Iteration 14Q: 3 clusters Score -3.86173e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276126 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -38617284.000000 Penalty: 6214.999512
	Iteration 15Q: 3 clusters Score -3.861728e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276153 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -38617348.000000 Penalty: 6214.999512
	Iteration 16Q: 3 clusters Score -3.861735e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276164 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38617316.000000 Penalty: 6214.999512
	Iteration 17Q: 3 clusters Score -3.861732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276168 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -38617336.000000 Penalty: 6214.999512
	Iteration 18Q: 3 clusters Score -3.861734e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276171 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -38617344.000000 Penalty: 6214.999512
	Iteration 19Q: 3 clusters Score -3.861734e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276169 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -38617336.000000 Penalty: 6214.999512
	Iteration 20F: 3 clusters Score -3.861734e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276171 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -38617356.000000 Penalty: 6214.999512
	Iteration 21Q: 3 clusters Score -3.861736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276173 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -38617368.000000 Penalty: 6214.999512
	Iteration 22Q: 3 clusters Score -3.861737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276173 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -38617364.000000 Penalty: 6214.999512
	Iteration 23Q: 3 clusters Score -3.861736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276175 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -38617360.000000 Penalty: 6214.999512
	Iteration 24Q: 3 clusters Score -3.861736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276177 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -38617348.000000 Penalty: 6214.999512
	Iteration 25Q: 3 clusters Score -3.861735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276179 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -38617364.000000 Penalty: 6214.999512
	Iteration 26Q: 3 clusters Score -3.861736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276180 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -38617348.000000 Penalty: 6214.999512
	Iteration 27Q: 3 clusters Score -3.861735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276180 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -38617348.000000 Penalty: 6214.999512
	Iteration 28F: 3 clusters Score -3.861735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -154387.796875 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -154387.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -152392.109375 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -152392.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -152717.921875 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -152717.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -152801.750000 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -152801.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -152847.000000 Penalty: 3490.801514
	Iteration 3Q: 3 clusters Score -152847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -152874.890625 Penalty: 3490.801514
	Iteration 4Q: 3 clusters Score -152874.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -152890.859375 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -152890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152898.390625 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -152898.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -152904.062500 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -152904.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -152908.656250 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -152908.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152913.062500 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -152913.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -152920.093750 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -152920.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -152927.437500 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -152927.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -152937.750000 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -152937.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -152942.218750 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -152942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -152948.671875 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -152948.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -152952.390625 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -152952.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -152956.828125 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -152956.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -152961.765625 Penalty: 3490.801514
	Iteration 17Q: 3 clusters Score -152961.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152965.781250 Penalty: 3490.801514
	Iteration 18Q: 3 clusters Score -152965.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -152973.359375 Penalty: 3490.801514
	Iteration 19Q: 3 clusters Score -152973.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -152981.156250 Penalty: 3490.801514
	Iteration 20F: 3 clusters Score -152981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -152988.390625 Penalty: 3490.801514
	Iteration 21Q: 3 clusters Score -152988.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -152997.671875 Penalty: 3490.801514
	Iteration 22Q: 3 clusters Score -152997.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -153002.281250 Penalty: 3490.801514
	Iteration 23Q: 3 clusters Score -153002.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -153003.468750 Penalty: 3490.801514
	Iteration 24Q: 3 clusters Score -153003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -153005.515625 Penalty: 3490.801514
	Iteration 25Q: 3 clusters Score -153005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -153008.109375 Penalty: 3490.801514
	Iteration 26Q: 3 clusters Score -153008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -153011.796875 Penalty: 3490.801514
	Iteration 27Q: 3 clusters Score -153011.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -153011.796875 Penalty: 3490.801514
	Iteration 28F: 3 clusters Score -153011.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Entering Unmasked Estep 
Score: -3154575.000000 Penalty: 2499.465820
	Iteration 0F: 2 clusters Score -3154575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -3138003.500000 Penalty: 4998.931641
	Iteration 0F: 3 clusters Score -3138004 nChanged 10605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3143829.250000 Penalty: 4998.931641
	Iteration 1F: 3 clusters Score -3143829 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -3144310.000000 Penalty: 4998.931641
	Iteration 2F: 3 clusters Score -3144310 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3144749.000000 Penalty: 4998.931641
	Iteration 3Q: 3 clusters Score -3144749 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3145041.250000 Penalty: 4998.931641
	Iteration 4Q: 3 clusters Score -3145041 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3145360.500000 Penalty: 4998.931641
	Iteration 5Q: 3 clusters Score -3145360 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3145661.000000 Penalty: 4998.931641
	Iteration 6Q: 3 clusters Score -3145661 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3146019.000000 Penalty: 4998.931641
	Iteration 7Q: 3 clusters Score -3146019 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3146395.000000 Penalty: 4998.931641
	Iteration 8Q: 3 clusters Score -3146395 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -3146822.000000 Penalty: 4998.931641
	Iteration 9Q: 3 clusters Score -3146822 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -3147265.500000 Penalty: 4998.931641
	Iteration 10Q: 3 clusters Score -3147266 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -3147768.000000 Penalty: 4998.931641
	Iteration 11Q: 3 clusters Score -3147768 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3148375.250000 Penalty: 4998.931641
	Iteration 12Q: 3 clusters Score -3148375 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3149010.500000 Penalty: 4998.931641
	Iteration 13Q: 3 clusters Score -3149010 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -3149627.000000 Penalty: 4998.931641
	Iteration 14Q: 3 clusters Score -3149627 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3150142.000000 Penalty: 4998.931641
	Iteration 15Q: 3 clusters Score -3150142 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -3150530.000000 Penalty: 4998.931641
	Iteration 16Q: 3 clusters Score -3150530 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -3150823.250000 Penalty: 4998.931641
	Iteration 17Q: 3 clusters Score -3150823 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3151027.250000 Penalty: 4998.931641
	Iteration 18Q: 3 clusters Score -3151027 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -3151201.500000 Penalty: 4998.931641
	Iteration 19Q: 3 clusters Score -3151202 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -3151354.250000 Penalty: 4998.931641
	Iteration 20F: 3 clusters Score -3151354 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3151489.000000 Penalty: 4998.931641
	Iteration 21Q: 3 clusters Score -3151489 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -3151618.500000 Penalty: 4998.931641
	Iteration 22Q: 3 clusters Score -3151618 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3151723.000000 Penalty: 4998.931641
	Iteration 23Q: 3 clusters Score -3151723 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3151812.000000 Penalty: 4998.931641
	Iteration 24Q: 3 clusters Score -3151812 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -3151876.750000 Penalty: 4998.931641
	Iteration 25Q: 3 clusters Score -3151877 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -3151929.750000 Penalty: 4998.931641
	Iteration 26Q: 3 clusters Score -3151930 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -3152000.750000 Penalty: 4998.931641
	Iteration 27Q: 3 clusters Score -3152001 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3152057.750000 Penalty: 4998.931641
	Iteration 28Q: 3 clusters Score -3152058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -3152108.750000 Penalty: 4998.931641
	Iteration 29Q: 3 clusters Score -3152109 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -3152149.250000 Penalty: 4998.931641
	Iteration 30Q: 3 clusters Score -3152149 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3152182.750000 Penalty: 4998.931641
	Iteration 31Q: 3 clusters Score -3152183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -3152211.000000 Penalty: 4998.931641
	Iteration 32Q: 3 clusters Score -3152211 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -3152235.000000 Penalty: 4998.931641
	Iteration 33Q: 3 clusters Score -3152235 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3152252.000000 Penalty: 4998.931641
	Iteration 34Q: 3 clusters Score -3152252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -3152274.500000 Penalty: 4998.931641
	Iteration 35Q: 3 clusters Score -3152274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3152295.000000 Penalty: 4998.931641
	Iteration 36Q: 3 clusters Score -3152295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3152315.500000 Penalty: 4998.931641
	Iteration 37Q: 3 clusters Score -3152316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3152329.500000 Penalty: 4998.931641
	Iteration 38Q: 3 clusters Score -3152330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3152352.000000 Penalty: 4998.931641
	Iteration 39Q: 3 clusters Score -3152352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3152360.500000 Penalty: 4998.931641
	Iteration 40F: 3 clusters Score -3152360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -3152363.750000 Penalty: 4998.931641
	Iteration 41Q: 3 clusters Score -3152364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3152367.500000 Penalty: 4998.931641
	Iteration 42Q: 3 clusters Score -3152368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -3152368.000000 Penalty: 4998.931641
	Iteration 43Q: 3 clusters Score -3152368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3152367.500000 Penalty: 4998.931641
	Iteration 44Q: 3 clusters Score -3152368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -3152362.750000 Penalty: 4998.931641
	Iteration 45Q: 3 clusters Score -3152363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -3152367.250000 Penalty: 4998.931641
	Iteration 46Q: 3 clusters Score -3152367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3152368.750000 Penalty: 4998.931641
	Iteration 47Q: 3 clusters Score -3152369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3152372.750000 Penalty: 4998.931641
	Iteration 48Q: 3 clusters Score -3152373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -3152372.750000 Penalty: 4998.931641
	Iteration 49Q: 3 clusters Score -3152373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -3152372.000000 Penalty: 4998.931641
	Iteration 50Q: 3 clusters Score -3152372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3152373.000000 Penalty: 4998.931641
	Iteration 51Q: 3 clusters Score -3152373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3152373.000000 Penalty: 4998.931641
	Iteration 52F: 3 clusters Score -3152373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Entering Unmasked Estep 
Score: -1476101.000000 Penalty: 2315.569336
	Iteration 0F: 2 clusters Score -1476101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1467522.500000 Penalty: 4631.138672
	Iteration 0F: 3 clusters Score -1467522 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1470111.875000 Penalty: 4631.138672
	Iteration 1F: 3 clusters Score -1470112 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1470467.000000 Penalty: 4631.138672
	Iteration 2F: 3 clusters Score -1470467 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1470715.000000 Penalty: 4631.138672
	Iteration 3F: 3 clusters Score -1470715 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1470898.625000 Penalty: 4631.138672
	Iteration 4Q: 3 clusters Score -1470899 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1471069.125000 Penalty: 4631.138672
	Iteration 5Q: 3 clusters Score -1471069 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1471209.250000 Penalty: 4631.138672
	Iteration 6Q: 3 clusters Score -1471209 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1471327.500000 Penalty: 4631.138672
	Iteration 7Q: 3 clusters Score -1471328 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1471463.250000 Penalty: 4631.138672
	Iteration 8Q: 3 clusters Score -1471463 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1471618.750000 Penalty: 4631.138672
	Iteration 9Q: 3 clusters Score -1471619 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1471788.875000 Penalty: 4631.138672
	Iteration 10Q: 3 clusters Score -1471789 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1471989.625000 Penalty: 4631.138672
	Iteration 11Q: 3 clusters Score -1471990 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1472183.500000 Penalty: 4631.138672
	Iteration 12Q: 3 clusters Score -1472184 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1472366.500000 Penalty: 4631.138672
	Iteration 13Q: 3 clusters Score -1472366 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1472561.875000 Penalty: 4631.138672
	Iteration 14Q: 3 clusters Score -1472562 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1472758.750000 Penalty: 4631.138672
	Iteration 15Q: 3 clusters Score -1472759 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1472896.125000 Penalty: 4631.138672
	Iteration 16Q: 3 clusters Score -1472896 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1473020.000000 Penalty: 4631.138672
	Iteration 17Q: 3 clusters Score -1473020 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1473120.750000 Penalty: 4631.138672
	Iteration 18Q: 3 clusters Score -1473121 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1473209.750000 Penalty: 4631.138672
	Iteration 19Q: 3 clusters Score -1473210 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1473281.875000 Penalty: 4631.138672
	Iteration 20F: 3 clusters Score -1473282 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1473339.375000 Penalty: 4631.138672
	Iteration 21Q: 3 clusters Score -1473339 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1473386.250000 Penalty: 4631.138672
	Iteration 22Q: 3 clusters Score -1473386 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1473428.375000 Penalty: 4631.138672
	Iteration 23Q: 3 clusters Score -1473428 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1473468.000000 Penalty: 4631.138672
	Iteration 24Q: 3 clusters Score -1473468 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1473510.125000 Penalty: 4631.138672
	Iteration 25Q: 3 clusters Score -1473510 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1473538.625000 Penalty: 4631.138672
	Iteration 26Q: 3 clusters Score -1473539 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1473566.750000 Penalty: 4631.138672
	Iteration 27Q: 3 clusters Score -1473567 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1473597.625000 Penalty: 4631.138672
	Iteration 28Q: 3 clusters Score -1473598 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1473619.750000 Penalty: 4631.138672
	Iteration 29Q: 3 clusters Score -1473620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1473641.000000 Penalty: 4631.138672
	Iteration 30Q: 3 clusters Score -1473641 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1473667.875000 Penalty: 4631.138672
	Iteration 31Q: 3 clusters Score -1473668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1473690.625000 Penalty: 4631.138672
	Iteration 32Q: 3 clusters Score -1473691 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1473706.875000 Penalty: 4631.138672
	Iteration 33Q: 3 clusters Score -1473707 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1473722.375000 Penalty: 4631.138672
	Iteration 34Q: 3 clusters Score -1473722 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1473749.000000 Penalty: 4631.138672
	Iteration 35Q: 3 clusters Score -1473749 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1473774.625000 Penalty: 4631.138672
	Iteration 36Q: 3 clusters Score -1473775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1473800.125000 Penalty: 4631.138672
	Iteration 37Q: 3 clusters Score -1473800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1473819.875000 Penalty: 4631.138672
	Iteration 38Q: 3 clusters Score -1473820 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1473843.875000 Penalty: 4631.138672
	Iteration 39Q: 3 clusters Score -1473844 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1473868.375000 Penalty: 4631.138672
	Iteration 40F: 3 clusters Score -1473868 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1473884.500000 Penalty: 4631.138672
	Iteration 41Q: 3 clusters Score -1473884 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1473900.500000 Penalty: 4631.138672
	Iteration 42Q: 3 clusters Score -1473900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1473909.500000 Penalty: 4631.138672
	Iteration 43Q: 3 clusters Score -1473910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1473918.750000 Penalty: 4631.138672
	Iteration 44Q: 3 clusters Score -1473919 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1473933.875000 Penalty: 4631.138672
	Iteration 45Q: 3 clusters Score -1473934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1473951.375000 Penalty: 4631.138672
	Iteration 46Q: 3 clusters Score -1473951 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1473963.000000 Penalty: 4631.138672
	Iteration 47Q: 3 clusters Score -1473963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1473977.250000 Penalty: 4631.138672
	Iteration 48Q: 3 clusters Score -1473977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1473996.625000 Penalty: 4631.138672
	Iteration 49Q: 3 clusters Score -1473997 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1474017.500000 Penalty: 4631.138672
	Iteration 50Q: 3 clusters Score -1474018 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1474039.000000 Penalty: 4631.138672
	Iteration 51Q: 3 clusters Score -1474039 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1474072.750000 Penalty: 4631.138672
	Iteration 52Q: 3 clusters Score -1474073 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1474097.375000 Penalty: 4631.138672
	Iteration 53Q: 3 clusters Score -1474097 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1474128.250000 Penalty: 4631.138672
	Iteration 54Q: 3 clusters Score -1474128 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1474153.000000 Penalty: 4631.138672
	Iteration 55Q: 3 clusters Score -1474153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1474180.875000 Penalty: 4631.138672
	Iteration 56Q: 3 clusters Score -1474181 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1474208.375000 Penalty: 4631.138672
	Iteration 57Q: 3 clusters Score -1474208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1474238.125000 Penalty: 4631.138672
	Iteration 58Q: 3 clusters Score -1474238 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1474271.000000 Penalty: 4631.138672
	Iteration 59Q: 3 clusters Score -1474271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1474300.750000 Penalty: 4631.138672
	Iteration 60F: 3 clusters Score -1474301 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1474339.250000 Penalty: 4631.138672
	Iteration 61Q: 3 clusters Score -1474339 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1474364.125000 Penalty: 4631.138672
	Iteration 62Q: 3 clusters Score -1474364 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1474377.625000 Penalty: 4631.138672
	Iteration 63Q: 3 clusters Score -1474378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1474388.750000 Penalty: 4631.138672
	Iteration 64Q: 3 clusters Score -1474389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1474396.750000 Penalty: 4631.138672
	Iteration 65Q: 3 clusters Score -1474397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1474409.625000 Penalty: 4631.138672
	Iteration 66Q: 3 clusters Score -1474410 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1474417.750000 Penalty: 4631.138672
	Iteration 67Q: 3 clusters Score -1474418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1474432.750000 Penalty: 4631.138672
	Iteration 68Q: 3 clusters Score -1474433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1474439.500000 Penalty: 4631.138672
	Iteration 69Q: 3 clusters Score -1474440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1474450.000000 Penalty: 4631.138672
	Iteration 70Q: 3 clusters Score -1474450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1474458.250000 Penalty: 4631.138672
	Iteration 71Q: 3 clusters Score -1474458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1474468.500000 Penalty: 4631.138672
	Iteration 72Q: 3 clusters Score -1474468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1474473.375000 Penalty: 4631.138672
	Iteration 73Q: 3 clusters Score -1474473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1474478.500000 Penalty: 4631.138672
	Iteration 74Q: 3 clusters Score -1474478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1474483.750000 Penalty: 4631.138672
	Iteration 75Q: 3 clusters Score -1474484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1474488.750000 Penalty: 4631.138672
	Iteration 76Q: 3 clusters Score -1474489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1474496.625000 Penalty: 4631.138672
	Iteration 77Q: 3 clusters Score -1474497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1474504.375000 Penalty: 4631.138672
	Iteration 78Q: 3 clusters Score -1474504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1474515.875000 Penalty: 4631.138672
	Iteration 79Q: 3 clusters Score -1474516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1474519.375000 Penalty: 4631.138672
	Iteration 80F: 3 clusters Score -1474519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1474523.125000 Penalty: 4631.138672
	Iteration 81Q: 3 clusters Score -1474523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1474526.375000 Penalty: 4631.138672
	Iteration 82Q: 3 clusters Score -1474526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1474527.875000 Penalty: 4631.138672
	Iteration 83Q: 3 clusters Score -1474528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1474537.000000 Penalty: 4631.138672
	Iteration 84Q: 3 clusters Score -1474537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1474537.250000 Penalty: 4631.138672
	Iteration 85Q: 3 clusters Score -1474537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1474543.000000 Penalty: 4631.138672
	Iteration 86Q: 3 clusters Score -1474543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1474550.250000 Penalty: 4631.138672
	Iteration 87Q: 3 clusters Score -1474550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1474554.375000 Penalty: 4631.138672
	Iteration 88Q: 3 clusters Score -1474554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1474564.750000 Penalty: 4631.138672
	Iteration 89Q: 3 clusters Score -1474565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1474563.250000 Penalty: 4631.138672
	Iteration 90Q: 3 clusters Score -1474563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1474566.625000 Penalty: 4631.138672
	Iteration 91Q: 3 clusters Score -1474567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1474568.875000 Penalty: 4631.138672
	Iteration 92Q: 3 clusters Score -1474569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1474569.875000 Penalty: 4631.138672
	Iteration 93Q: 3 clusters Score -1474570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1474568.000000 Penalty: 4631.138672
	Iteration 94Q: 3 clusters Score -1474568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1474568.875000 Penalty: 4631.138672
	Iteration 95Q: 3 clusters Score -1474569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1474568.500000 Penalty: 4631.138672
	Iteration 96Q: 3 clusters Score -1474568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1474568.625000 Penalty: 4631.138672
	Iteration 97Q: 3 clusters Score -1474569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1474568.625000 Penalty: 4631.138672
	Iteration 98F: 3 clusters Score -1474569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Entering Unmasked Estep 
Score: -3223514.750000 Penalty: 2518.898682
	Iteration 0F: 2 clusters Score -3223515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -3205841.500000 Penalty: 5037.797363
	Iteration 0F: 3 clusters Score -3205842 nChanged 11430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3212259.500000 Penalty: 5037.797363
	Iteration 1F: 3 clusters Score -3212260 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3213093.250000 Penalty: 5037.797363
	Iteration 2F: 3 clusters Score -3213093 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -3214160.500000 Penalty: 5037.797363
	Iteration 3F: 3 clusters Score -3214160 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3215450.500000 Penalty: 5037.797363
	Iteration 4F: 3 clusters Score -3215450 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -3216837.250000 Penalty: 5037.797363
	Iteration 5F: 3 clusters Score -3216837 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -3217978.750000 Penalty: 5037.797363
	Iteration 6F: 3 clusters Score -3217979 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3218913.750000 Penalty: 5037.797363
	Iteration 7F: 3 clusters Score -3218914 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -3219654.250000 Penalty: 5037.797363
	Iteration 8Q: 3 clusters Score -3219654 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -3220248.250000 Penalty: 5037.797363
	Iteration 9Q: 3 clusters Score -3220248 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -3220614.250000 Penalty: 5037.797363
	Iteration 10Q: 3 clusters Score -3220614 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -3220886.750000 Penalty: 5037.797363
	Iteration 11Q: 3 clusters Score -3220887 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -3221074.500000 Penalty: 5037.797363
	Iteration 12Q: 3 clusters Score -3221074 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3221199.250000 Penalty: 5037.797363
	Iteration 13Q: 3 clusters Score -3221199 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -3221293.750000 Penalty: 5037.797363
	Iteration 14Q: 3 clusters Score -3221294 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -3221364.750000 Penalty: 5037.797363
	Iteration 15Q: 3 clusters Score -3221365 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -3221439.500000 Penalty: 5037.797363
	Iteration 16Q: 3 clusters Score -3221440 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -3221519.500000 Penalty: 5037.797363
	Iteration 17Q: 3 clusters Score -3221520 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3221599.500000 Penalty: 5037.797363
	Iteration 18Q: 3 clusters Score -3221600 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -3221700.000000 Penalty: 5037.797363
	Iteration 19Q: 3 clusters Score -3221700 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -3221797.000000 Penalty: 5037.797363
	Iteration 20F: 3 clusters Score -3221797 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -3221871.250000 Penalty: 5037.797363
	Iteration 21Q: 3 clusters Score -3221871 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3221920.250000 Penalty: 5037.797363
	Iteration 22Q: 3 clusters Score -3221920 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3221957.500000 Penalty: 5037.797363
	Iteration 23Q: 3 clusters Score -3221958 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3221986.250000 Penalty: 5037.797363
	Iteration 24Q: 3 clusters Score -3221986 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3222002.000000 Penalty: 5037.797363
	Iteration 25Q: 3 clusters Score -3222002 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3222026.000000 Penalty: 5037.797363
	Iteration 26Q: 3 clusters Score -3222026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3222037.000000 Penalty: 5037.797363
	Iteration 27Q: 3 clusters Score -3222037 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -3222048.250000 Penalty: 5037.797363
	Iteration 28Q: 3 clusters Score -3222048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -3222069.250000 Penalty: 5037.797363
	Iteration 29Q: 3 clusters Score -3222069 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -3222079.500000 Penalty: 5037.797363
	Iteration 30Q: 3 clusters Score -3222080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3222084.500000 Penalty: 5037.797363
	Iteration 31Q: 3 clusters Score -3222084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3222094.500000 Penalty: 5037.797363
	Iteration 32Q: 3 clusters Score -3222094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3222123.000000 Penalty: 5037.797363
	Iteration 33Q: 3 clusters Score -3222123 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3222145.500000 Penalty: 5037.797363
	Iteration 34Q: 3 clusters Score -3222146 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3222150.000000 Penalty: 5037.797363
	Iteration 35Q: 3 clusters Score -3222150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -3222168.250000 Penalty: 5037.797363
	Iteration 36Q: 3 clusters Score -3222168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3222175.500000 Penalty: 5037.797363
	Iteration 37Q: 3 clusters Score -3222176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -3222192.250000 Penalty: 5037.797363
	Iteration 38Q: 3 clusters Score -3222192 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -3222203.250000 Penalty: 5037.797363
	Iteration 39Q: 3 clusters Score -3222203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3222214.000000 Penalty: 5037.797363
	Iteration 40F: 3 clusters Score -3222214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -3222219.500000 Penalty: 5037.797363
	Iteration 41Q: 3 clusters Score -3222220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3222220.500000 Penalty: 5037.797363
	Iteration 42Q: 3 clusters Score -3222220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -3222229.000000 Penalty: 5037.797363
	Iteration 43Q: 3 clusters Score -3222229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -3222225.250000 Penalty: 5037.797363
	Iteration 44Q: 3 clusters Score -3222225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3222234.000000 Penalty: 5037.797363
	Iteration 45Q: 3 clusters Score -3222234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -3222235.000000 Penalty: 5037.797363
	Iteration 46Q: 3 clusters Score -3222235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3222232.500000 Penalty: 5037.797363
	Iteration 47Q: 3 clusters Score -3222232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -3222233.000000 Penalty: 5037.797363
	Iteration 48Q: 3 clusters Score -3222233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -3222232.000000 Penalty: 5037.797363
	Iteration 49Q: 3 clusters Score -3222232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3222234.000000 Penalty: 5037.797363
	Iteration 50Q: 3 clusters Score -3222234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -3222231.750000 Penalty: 5037.797363
	Iteration 51Q: 3 clusters Score -3222232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -3222234.250000 Penalty: 5037.797363
	Iteration 52Q: 3 clusters Score -3222234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -3222236.000000 Penalty: 5037.797363
	Iteration 53Q: 3 clusters Score -3222236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -3222236.750000 Penalty: 5037.797363
	Iteration 54Q: 3 clusters Score -3222237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -3222238.750000 Penalty: 5037.797363
	Iteration 55Q: 3 clusters Score -3222239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -3222237.500000 Penalty: 5037.797363
	Iteration 56Q: 3 clusters Score -3222238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -3222240.000000 Penalty: 5037.797363
	Iteration 57Q: 3 clusters Score -3222240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -3222247.500000 Penalty: 5037.797363
	Iteration 58Q: 3 clusters Score -3222248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3222254.500000 Penalty: 5037.797363
	Iteration 59Q: 3 clusters Score -3222254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3222255.000000 Penalty: 5037.797363
	Iteration 60F: 3 clusters Score -3222255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -3222259.250000 Penalty: 5037.797363
	Iteration 61Q: 3 clusters Score -3222259 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -3222276.000000 Penalty: 5037.797363
	Iteration 62Q: 3 clusters Score -3222276 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3222298.250000 Penalty: 5037.797363
	Iteration 63Q: 3 clusters Score -3222298 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3222307.000000 Penalty: 5037.797363
	Iteration 64Q: 3 clusters Score -3222307 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3222316.000000 Penalty: 5037.797363
	Iteration 65Q: 3 clusters Score -3222316 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -3222340.250000 Penalty: 5037.797363
	Iteration 66Q: 3 clusters Score -3222340 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -3222350.750000 Penalty: 5037.797363
	Iteration 67Q: 3 clusters Score -3222351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3222364.000000 Penalty: 5037.797363
	Iteration 68Q: 3 clusters Score -3222364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3222382.500000 Penalty: 5037.797363
	Iteration 69Q: 3 clusters Score -3222382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3222395.250000 Penalty: 5037.797363
	Iteration 70Q: 3 clusters Score -3222395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3222400.750000 Penalty: 5037.797363
	Iteration 71Q: 3 clusters Score -3222401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3222404.250000 Penalty: 5037.797363
	Iteration 72Q: 3 clusters Score -3222404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -3222409.000000 Penalty: 5037.797363
	Iteration 73Q: 3 clusters Score -3222409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3222409.750000 Penalty: 5037.797363
	Iteration 74Q: 3 clusters Score -3222410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3222411.500000 Penalty: 5037.797363
	Iteration 75Q: 3 clusters Score -3222412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3222415.250000 Penalty: 5037.797363
	Iteration 76Q: 3 clusters Score -3222415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3222416.250000 Penalty: 5037.797363
	Iteration 77Q: 3 clusters Score -3222416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3222419.500000 Penalty: 5037.797363
	Iteration 78Q: 3 clusters Score -3222420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -3222415.250000 Penalty: 5037.797363
	Iteration 79Q: 3 clusters Score -3222415 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3222420.000000 Penalty: 5037.797363
	Iteration 80F: 3 clusters Score -3222420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3222421.750000 Penalty: 5037.797363
	Iteration 81Q: 3 clusters Score -3222422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3222421.500000 Penalty: 5037.797363
	Iteration 82Q: 3 clusters Score -3222422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3222424.250000 Penalty: 5037.797363
	Iteration 83Q: 3 clusters Score -3222424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3222423.750000 Penalty: 5037.797363
	Iteration 84Q: 3 clusters Score -3222424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3222423.250000 Penalty: 5037.797363
	Iteration 85Q: 3 clusters Score -3222423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3222428.500000 Penalty: 5037.797363
	Iteration 86Q: 3 clusters Score -3222428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3222424.500000 Penalty: 5037.797363
	Iteration 87Q: 3 clusters Score -3222424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -3222424.500000 Penalty: 5037.797363
	Iteration 88F: 3 clusters Score -3222424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (144841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144841 members 
Entering Unmasked Estep 
Score: -19867196.000000 Penalty: 2947.081299
	Iteration 0F: 2 clusters Score -1.98672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72417 members 
Mstep: Class 2 contains 72424 members 
Entering Unmasked Estep 
Score: -19771602.000000 Penalty: 5894.162598
	Iteration 0F: 3 clusters Score -1.97716e+07 nChanged 69550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 73222 members 
Entering Unmasked Estep 
Score: -19811914.000000 Penalty: 5894.162598
	Iteration 1F: 3 clusters Score -1.981191e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70747 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -19813414.000000 Penalty: 5894.162598
	Iteration 2Q: 3 clusters Score -1.981341e+07 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69187 members 
Mstep: Class 2 contains 75654 members 
Entering Unmasked Estep 
Score: -19815022.000000 Penalty: 5894.162598
	Iteration 3Q: 3 clusters Score -1.981502e+07 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -19817358.000000 Penalty: 5894.162598
	Iteration 4Q: 3 clusters Score -1.981736e+07 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63491 members 
Mstep: Class 2 contains 81350 members 
Entering Unmasked Estep 
Score: -19820346.000000 Penalty: 5894.162598
	Iteration 5Q: 3 clusters Score -1.982035e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58898 members 
Mstep: Class 2 contains 85943 members 
Entering Unmasked Estep 
Score: -19824138.000000 Penalty: 5894.162598
	Iteration 6F: 3 clusters Score -1.982414e+07 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 91739 members 
Entering Unmasked Estep 
Score: -19828498.000000 Penalty: 5894.162598
	Iteration 7F: 3 clusters Score -1.98285e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 98300 members 
Entering Unmasked Estep 
Score: -19833016.000000 Penalty: 5894.162598
	Iteration 8F: 3 clusters Score -1.983302e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 105525 members 
Entering Unmasked Estep 
Score: -19837698.000000 Penalty: 5894.162598
	Iteration 9F: 3 clusters Score -1.98377e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 113245 members 
Entering Unmasked Estep 
Score: -19842692.000000 Penalty: 5894.162598
	Iteration 10F: 3 clusters Score -1.984269e+07 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 120944 members 
Entering Unmasked Estep 
Score: -19848020.000000 Penalty: 5894.162598
	Iteration 11F: 3 clusters Score -1.984802e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 128036 members 
Entering Unmasked Estep 
Score: -19853104.000000 Penalty: 5894.162598
	Iteration 12Q: 3 clusters Score -1.98531e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 133945 members 
Entering Unmasked Estep 
Score: -19857384.000000 Penalty: 5894.162598
	Iteration 13Q: 3 clusters Score -1.985738e+07 nChanged 4292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 138235 members 
Entering Unmasked Estep 
Score: -19860548.000000 Penalty: 5894.162598
	Iteration 14Q: 3 clusters Score -1.986055e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 140950 members 
Entering Unmasked Estep 
Score: -19862456.000000 Penalty: 5894.162598
	Iteration 15Q: 3 clusters Score -1.986246e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 142397 members 
Entering Unmasked Estep 
Score: -19863508.000000 Penalty: 5894.162598
	Iteration 16Q: 3 clusters Score -1.986351e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 143151 members 
Entering Unmasked Estep 
Score: -19864028.000000 Penalty: 5894.162598
	Iteration 17Q: 3 clusters Score -1.986403e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 143548 members 
Entering Unmasked Estep 
Score: -19864350.000000 Penalty: 5894.162598
	Iteration 18Q: 3 clusters Score -1.986435e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 143760 members 
Entering Unmasked Estep 
Score: -19864432.000000 Penalty: 5894.162598
	Iteration 19Q: 3 clusters Score -1.986443e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 143894 members 
Entering Unmasked Estep 
Score: -19864580.000000 Penalty: 5894.162598
	Iteration 20F: 3 clusters Score -1.986458e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 143986 members 
Entering Unmasked Estep 
Score: -19864672.000000 Penalty: 5894.162598
	Iteration 21Q: 3 clusters Score -1.986467e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 144032 members 
Entering Unmasked Estep 
Score: -19864732.000000 Penalty: 5894.162598
	Iteration 22Q: 3 clusters Score -1.986473e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 144063 members 
Entering Unmasked Estep 
Score: -19864742.000000 Penalty: 5894.162598
	Iteration 23Q: 3 clusters Score -1.986474e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 144091 members 
Entering Unmasked Estep 
Score: -19864788.000000 Penalty: 5894.162598
	Iteration 24Q: 3 clusters Score -1.986479e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 144108 members 
Entering Unmasked Estep 
Score: -19864818.000000 Penalty: 5894.162598
	Iteration 25Q: 3 clusters Score -1.986482e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 144126 members 
Entering Unmasked Estep 
Score: -19864846.000000 Penalty: 5894.162598
	Iteration 26Q: 3 clusters Score -1.986485e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 144137 members 
Entering Unmasked Estep 
Score: -19864838.000000 Penalty: 5894.162598
	Iteration 27Q: 3 clusters Score -1.986484e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 144144 members 
Entering Unmasked Estep 
Score: -19864828.000000 Penalty: 5894.162598
	Iteration 28Q: 3 clusters Score -1.986483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 144147 members 
Entering Unmasked Estep 
Score: -19864832.000000 Penalty: 5894.162598
	Iteration 29Q: 3 clusters Score -1.986483e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 144147 members 
Entering Unmasked Estep 
Score: -19864848.000000 Penalty: 5894.162598
	Iteration 30Q: 3 clusters Score -1.986485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 144151 members 
Entering Unmasked Estep 
Score: -19864854.000000 Penalty: 5894.162598
	Iteration 31Q: 3 clusters Score -1.986485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 144150 members 
Entering Unmasked Estep 
Score: -19864854.000000 Penalty: 5894.162598
	Iteration 32Q: 3 clusters Score -1.986485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 144150 members 
Entering Unmasked Estep 
Score: -19864854.000000 Penalty: 5894.162598
	Iteration 33F: 3 clusters Score -1.986485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -29053.767578 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -29053.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27866.546875 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -27866.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27964.765625 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -27964.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27977.947266 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -27977.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -27989.255859 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -27989.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27993.683594 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -27993.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27999.062500 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -27999.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27999.062500 Penalty: 2710.060547
	Iteration 6F: 3 clusters Score -27999.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Entering Unmasked Estep 
Score: -1012325.750000 Penalty: 2205.776123
	Iteration 0F: 2 clusters Score -1012326 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 3649 members 
Entering Unmasked Estep 
Score: -1006344.875000 Penalty: 4411.552246
	Iteration 0F: 3 clusters Score -1006345 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1008040.125000 Penalty: 4411.552246
	Iteration 1F: 3 clusters Score -1008040 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1008461.687500 Penalty: 4411.552246
	Iteration 2F: 3 clusters Score -1008462 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1008863.812500 Penalty: 4411.552246
	Iteration 3F: 3 clusters Score -1008864 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1009280.500000 Penalty: 4411.552246
	Iteration 4F: 3 clusters Score -1009280 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1009802.937500 Penalty: 4411.552246
	Iteration 5F: 3 clusters Score -1009803 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1010331.125000 Penalty: 4411.552246
	Iteration 6F: 3 clusters Score -1010331 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1010718.125000 Penalty: 4411.552246
	Iteration 7F: 3 clusters Score -1010718 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1010942.625000 Penalty: 4411.552246
	Iteration 8Q: 3 clusters Score -1010943 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1011078.562500 Penalty: 4411.552246
	Iteration 9Q: 3 clusters Score -1011079 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1011167.562500 Penalty: 4411.552246
	Iteration 10Q: 3 clusters Score -1011168 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1011229.625000 Penalty: 4411.552246
	Iteration 11Q: 3 clusters Score -1011230 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1011271.250000 Penalty: 4411.552246
	Iteration 12Q: 3 clusters Score -1011271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1011306.750000 Penalty: 4411.552246
	Iteration 13Q: 3 clusters Score -1011307 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1011331.250000 Penalty: 4411.552246
	Iteration 14Q: 3 clusters Score -1011331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1011352.687500 Penalty: 4411.552246
	Iteration 15Q: 3 clusters Score -1011353 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1011371.250000 Penalty: 4411.552246
	Iteration 16Q: 3 clusters Score -1011371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1011389.375000 Penalty: 4411.552246
	Iteration 17Q: 3 clusters Score -1011389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1011405.625000 Penalty: 4411.552246
	Iteration 18Q: 3 clusters Score -1011406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1011413.437500 Penalty: 4411.552246
	Iteration 19Q: 3 clusters Score -1011413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1011416.437500 Penalty: 4411.552246
	Iteration 20F: 3 clusters Score -1011416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1011422.312500 Penalty: 4411.552246
	Iteration 21Q: 3 clusters Score -1011422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1011426.937500 Penalty: 4411.552246
	Iteration 22Q: 3 clusters Score -1011427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1011429.687500 Penalty: 4411.552246
	Iteration 23Q: 3 clusters Score -1011430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1011433.312500 Penalty: 4411.552246
	Iteration 24Q: 3 clusters Score -1011433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1011433.750000 Penalty: 4411.552246
	Iteration 25Q: 3 clusters Score -1011434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1011434.062500 Penalty: 4411.552246
	Iteration 26Q: 3 clusters Score -1011434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1011432.125000 Penalty: 4411.552246
	Iteration 27Q: 3 clusters Score -1011432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1011432.125000 Penalty: 4411.552246
	Iteration 28F: 3 clusters Score -1011432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -64492.296875 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -64492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63032.078125 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -63032.08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63204.875000 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -63204.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -63241.847656 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -63241.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -63290.332031 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -63290.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -63303.246094 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -63303.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63308.792969 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -63308.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -63311.382812 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -63311.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63314.777344 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -63314.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -63317.410156 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -63317.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -63317.410156 Penalty: 3068.359619
	Iteration 9F: 3 clusters Score -63317.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Entering Unmasked Estep 
Score: -912806.812500 Penalty: 2196.169189
	Iteration 0F: 2 clusters Score -912806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -906997.437500 Penalty: 4392.338379
	Iteration 0F: 3 clusters Score -906997.4 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -908608.250000 Penalty: 4392.338379
	Iteration 1F: 3 clusters Score -908608.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -909023.562500 Penalty: 4392.338379
	Iteration 2F: 3 clusters Score -909023.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -909399.000000 Penalty: 4392.338379
	Iteration 3F: 3 clusters Score -909399 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -909752.687500 Penalty: 4392.338379
	Iteration 4F: 3 clusters Score -909752.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -910073.875000 Penalty: 4392.338379
	Iteration 5F: 3 clusters Score -910073.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -910398.875000 Penalty: 4392.338379
	Iteration 6F: 3 clusters Score -910398.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -910682.500000 Penalty: 4392.338379
	Iteration 7Q: 3 clusters Score -910682.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -910899.812500 Penalty: 4392.338379
	Iteration 8Q: 3 clusters Score -910899.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -911058.375000 Penalty: 4392.338379
	Iteration 9Q: 3 clusters Score -911058.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -911178.000000 Penalty: 4392.338379
	Iteration 10Q: 3 clusters Score -911178 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -911268.812500 Penalty: 4392.338379
	Iteration 11Q: 3 clusters Score -911268.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -911357.812500 Penalty: 4392.338379
	Iteration 12Q: 3 clusters Score -911357.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -911409.062500 Penalty: 4392.338379
	Iteration 13Q: 3 clusters Score -911409.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -911448.437500 Penalty: 4392.338379
	Iteration 14Q: 3 clusters Score -911448.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -911489.312500 Penalty: 4392.338379
	Iteration 15Q: 3 clusters Score -911489.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -911520.875000 Penalty: 4392.338379
	Iteration 16Q: 3 clusters Score -911520.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -911545.437500 Penalty: 4392.338379
	Iteration 17Q: 3 clusters Score -911545.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -911556.312500 Penalty: 4392.338379
	Iteration 18Q: 3 clusters Score -911556.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -911563.437500 Penalty: 4392.338379
	Iteration 19Q: 3 clusters Score -911563.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -911570.875000 Penalty: 4392.338379
	Iteration 20F: 3 clusters Score -911570.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -911577.812500 Penalty: 4392.338379
	Iteration 21Q: 3 clusters Score -911577.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -911585.687500 Penalty: 4392.338379
	Iteration 22Q: 3 clusters Score -911585.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -911594.250000 Penalty: 4392.338379
	Iteration 23Q: 3 clusters Score -911594.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -911601.562500 Penalty: 4392.338379
	Iteration 24Q: 3 clusters Score -911601.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -911603.875000 Penalty: 4392.338379
	Iteration 25Q: 3 clusters Score -911603.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -911608.437500 Penalty: 4392.338379
	Iteration 26Q: 3 clusters Score -911608.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -911610.750000 Penalty: 4392.338379
	Iteration 27Q: 3 clusters Score -911610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -911615.187500 Penalty: 4392.338379
	Iteration 28Q: 3 clusters Score -911615.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -911618.500000 Penalty: 4392.338379
	Iteration 29Q: 3 clusters Score -911618.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -911625.562500 Penalty: 4392.338379
	Iteration 30Q: 3 clusters Score -911625.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -911633.562500 Penalty: 4392.338379
	Iteration 31Q: 3 clusters Score -911633.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -911641.187500 Penalty: 4392.338379
	Iteration 32Q: 3 clusters Score -911641.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -911650.625000 Penalty: 4392.338379
	Iteration 33Q: 3 clusters Score -911650.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -911661.500000 Penalty: 4392.338379
	Iteration 34Q: 3 clusters Score -911661.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -911676.500000 Penalty: 4392.338379
	Iteration 35Q: 3 clusters Score -911676.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -911688.125000 Penalty: 4392.338379
	Iteration 36Q: 3 clusters Score -911688.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -911701.562500 Penalty: 4392.338379
	Iteration 37Q: 3 clusters Score -911701.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -911721.687500 Penalty: 4392.338379
	Iteration 38Q: 3 clusters Score -911721.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -911740.750000 Penalty: 4392.338379
	Iteration 39Q: 3 clusters Score -911740.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -911764.437500 Penalty: 4392.338379
	Iteration 40F: 3 clusters Score -911764.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -911790.687500 Penalty: 4392.338379
	Iteration 41Q: 3 clusters Score -911790.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -911815.375000 Penalty: 4392.338379
	Iteration 42Q: 3 clusters Score -911815.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -911827.937500 Penalty: 4392.338379
	Iteration 43Q: 3 clusters Score -911827.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -911838.812500 Penalty: 4392.338379
	Iteration 44Q: 3 clusters Score -911838.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -911844.125000 Penalty: 4392.338379
	Iteration 45Q: 3 clusters Score -911844.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -911847.937500 Penalty: 4392.338379
	Iteration 46Q: 3 clusters Score -911847.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -911855.812500 Penalty: 4392.338379
	Iteration 47Q: 3 clusters Score -911855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -911861.250000 Penalty: 4392.338379
	Iteration 48Q: 3 clusters Score -911861.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -911861.625000 Penalty: 4392.338379
	Iteration 49Q: 3 clusters Score -911861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -911862.750000 Penalty: 4392.338379
	Iteration 50Q: 3 clusters Score -911862.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -911862.750000 Penalty: 4392.338379
	Iteration 51F: 3 clusters Score -911862.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37420.335938 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -37420.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -36123.093750 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -36123.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -36287.070312 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -36287.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -36370.960938 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -36370.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -36435.402344 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -36435.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36488.707031 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -36488.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36518.546875 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -36518.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36575.242188 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -36575.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36625.906250 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -36625.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36692.093750 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -36692.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -36763.785156 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -36763.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36897.554688 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -36897.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36938.597656 Penalty: 2879.346924
	Iteration 11Q: 3 clusters Score -36938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36988.355469 Penalty: 2879.346924
	Iteration 12Q: 3 clusters Score -36988.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37012.570312 Penalty: 2879.346924
	Iteration 13Q: 3 clusters Score -37012.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37071.824219 Penalty: 2879.346924
	Iteration 14Q: 3 clusters Score -37071.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37229.363281 Penalty: 2879.346924
	Iteration 15Q: 3 clusters Score -37229.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -37241.433594 Penalty: 2879.346924
	Iteration 16Q: 3 clusters Score -37241.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37251.097656 Penalty: 2879.346924
	Iteration 17Q: 3 clusters Score -37251.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37257.652344 Penalty: 2879.346924
	Iteration 18Q: 3 clusters Score -37257.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37261.496094 Penalty: 2879.346924
	Iteration 19F: 3 clusters Score -37261.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37299.800781 Penalty: 2879.346924
	Iteration 20F: 3 clusters Score -37299.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -37392.160156 Penalty: 2879.346924
	Iteration 21Q: 3 clusters Score -37392.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37407.171875 Penalty: 2879.346924
	Iteration 22Q: 3 clusters Score -37407.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -37407.171875 Penalty: 2879.346924
	Iteration 23F: 3 clusters Score -37407.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -150993.640625 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -150993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -148989.140625 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -148989.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -149576.437500 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -149576.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -150048.000000 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -150048 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -150458.484375 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -150458.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -150650.765625 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -150650.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -150755.968750 Penalty: 3496.860840
	Iteration 5Q: 3 clusters Score -150756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -150831.296875 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -150831.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -150865.375000 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -150865.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -150890.843750 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -150890.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -150922.296875 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -150922.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -150943.531250 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -150943.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -150955.671875 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -150955.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -150966.671875 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -150966.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -150979.968750 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -150980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -150997.500000 Penalty: 3496.860840
	Iteration 14Q: 3 clusters Score -150997.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -151008.453125 Penalty: 3496.860840
	Iteration 15Q: 3 clusters Score -151008.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -151019.515625 Penalty: 3496.860840
	Iteration 16Q: 3 clusters Score -151019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -151025.968750 Penalty: 3496.860840
	Iteration 17Q: 3 clusters Score -151026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -151036.625000 Penalty: 3496.860840
	Iteration 18Q: 3 clusters Score -151036.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -151050.640625 Penalty: 3496.860840
	Iteration 19Q: 3 clusters Score -151050.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -151082.765625 Penalty: 3496.860840
	Iteration 20F: 3 clusters Score -151082.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -151192.531250 Penalty: 3496.860840
	Iteration 21Q: 3 clusters Score -151192.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -151250.437500 Penalty: 3496.860840
	Iteration 22Q: 3 clusters Score -151250.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -151257.093750 Penalty: 3496.860840
	Iteration 23Q: 3 clusters Score -151257.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -151258.328125 Penalty: 3496.860840
	Iteration 24Q: 3 clusters Score -151258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -151259.515625 Penalty: 3496.860840
	Iteration 25Q: 3 clusters Score -151259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -151263.671875 Penalty: 3496.860840
	Iteration 26Q: 3 clusters Score -151263.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -151263.671875 Penalty: 3496.860840
	Iteration 27F: 3 clusters Score -151263.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61500 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36708 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29191 members 
Mstep: Class 12 contains 85422 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276576 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23825 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144841 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 896 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 257 members 
Entering Unmasked Estep 
Score: -122229888.000000 Penalty: 91853.718750
Splitting cluster 25 changes total score from -122231296.000000 to -122229888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -72093.664062 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -72093.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -70600.109375 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70600.11 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70993.195312 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -70993.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71248.335938 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -71248.34 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -71489.664062 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -71489.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -71659.257812 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -71659.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -71795.289062 Penalty: 3152.629395
	Iteration 5F: 3 clusters Score -71795.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -71891.718750 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -71891.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -71952.773438 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -71952.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -72031.062500 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -72031.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -72194.226562 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -72194.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -72495.515625 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -72495.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -72497.148438 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -72497.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -72501.968750 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -72501.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -72510.304688 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -72510.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -72531.257812 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -72531.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -72543.398438 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -72543.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -72549.484375 Penalty: 3152.629395
	Iteration 16Q: 3 clusters Score -72549.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -72558.031250 Penalty: 3152.629395
	Iteration 17Q: 3 clusters Score -72558.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -72558.031250 Penalty: 3152.629395
	Iteration 18F: 3 clusters Score -72558.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61500 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36708 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29191 members 
Mstep: Class 12 contains 85422 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276576 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23825 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144841 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 422 members 
Mstep: Class 27 contains 154 members 
Entering Unmasked Estep 
Score: -122229848.000000 Penalty: 91853.718750
Splitting cluster 26 changes total score from -122231296.000000 to -122229848.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61500 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49043 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36708 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29191 members 
Mstep: Class 12 contains 85422 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276576 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23825 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144841 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231296.000000 Penalty: 88451.726562
Iteration 359Q: 27 clusters Score -1.222313e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61500 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36708 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85423 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276576 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23826 members 
Mstep: Class 17 contains 11350 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144839 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231328.000000 Penalty: 88451.726562
Iteration 360F: 27 clusters Score -1.222313e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61499 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36708 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85425 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276573 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23829 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144839 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231336.000000 Penalty: 88451.726562
Iteration 361Q: 27 clusters Score -1.222313e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61500 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36708 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85424 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276571 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23831 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144839 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231368.000000 Penalty: 88451.726562
Iteration 362Q: 27 clusters Score -1.222314e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61499 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36708 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85421 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276571 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23834 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231376.000000 Penalty: 88451.726562
Iteration 363Q: 27 clusters Score -1.222314e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61500 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36707 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85420 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276571 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23835 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231360.000000 Penalty: 88451.726562
Iteration 364Q: 27 clusters Score -1.222314e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61499 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36707 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85420 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276571 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23836 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231352.000000 Penalty: 88451.726562
Iteration 365Q: 27 clusters Score -1.222314e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61500 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36707 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85419 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276571 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23836 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231344.000000 Penalty: 88451.726562
Iteration 366Q: 27 clusters Score -1.222313e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61500 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36707 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85418 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276571 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23836 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231360.000000 Penalty: 88451.726562
Iteration 367Q: 27 clusters Score -1.222314e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61501 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36707 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85416 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276572 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23836 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231352.000000 Penalty: 88451.726562
Iteration 368Q: 27 clusters Score -1.222314e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61502 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36706 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85416 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276572 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23836 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231336.000000 Penalty: 88451.726562
Iteration 369Q: 27 clusters Score -1.222313e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 21197 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61502 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36706 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85416 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276572 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23836 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231336.000000 Penalty: 88451.726562
Iteration 370F: 27 clusters Score -1.222313e+08 nChanged 0
Entering ConstructFrom: 
Score: -122231336.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (49366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Entering Unmasked Estep 
Score: -6637201.000000 Penalty: 2680.140381
	Iteration 0F: 2 clusters Score -6637201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -6603856.000000 Penalty: 5360.280762
	Iteration 0F: 3 clusters Score -6603856 nChanged 22914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -6616570.000000 Penalty: 5360.280762
	Iteration 1F: 3 clusters Score -6616570 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -6616974.500000 Penalty: 5360.280762
	Iteration 2Q: 3 clusters Score -6616974 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -6617419.500000 Penalty: 5360.280762
	Iteration 3Q: 3 clusters Score -6617420 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -6617813.000000 Penalty: 5360.280762
	Iteration 4Q: 3 clusters Score -6617813 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -6618286.500000 Penalty: 5360.280762
	Iteration 5Q: 3 clusters Score -6618286 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -6618819.000000 Penalty: 5360.280762
	Iteration 6Q: 3 clusters Score -6618819 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -6619435.000000 Penalty: 5360.280762
	Iteration 7Q: 3 clusters Score -6619435 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -6620336.500000 Penalty: 5360.280762
	Iteration 8Q: 3 clusters Score -6620336 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -6621582.500000 Penalty: 5360.280762
	Iteration 9Q: 3 clusters Score -6621582 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -6623274.500000 Penalty: 5360.280762
	Iteration 10F: 3 clusters Score -6623274 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -6625389.000000 Penalty: 5360.280762
	Iteration 11F: 3 clusters Score -6625389 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -6627669.500000 Penalty: 5360.280762
	Iteration 12F: 3 clusters Score -6627670 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -6629314.500000 Penalty: 5360.280762
	Iteration 13F: 3 clusters Score -6629314 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -6630286.000000 Penalty: 5360.280762
	Iteration 14Q: 3 clusters Score -6630286 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -6630853.000000 Penalty: 5360.280762
	Iteration 15Q: 3 clusters Score -6630853 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -6631231.500000 Penalty: 5360.280762
	Iteration 16Q: 3 clusters Score -6631232 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -6631587.000000 Penalty: 5360.280762
	Iteration 17Q: 3 clusters Score -6631587 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -6631906.000000 Penalty: 5360.280762
	Iteration 18Q: 3 clusters Score -6631906 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -6632244.500000 Penalty: 5360.280762
	Iteration 19Q: 3 clusters Score -6632244 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -6632583.500000 Penalty: 5360.280762
	Iteration 20F: 3 clusters Score -6632584 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -6632961.500000 Penalty: 5360.280762
	Iteration 21Q: 3 clusters Score -6632962 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -6633392.500000 Penalty: 5360.280762
	Iteration 22Q: 3 clusters Score -6633392 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -6633900.000000 Penalty: 5360.280762
	Iteration 23Q: 3 clusters Score -6633900 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -6634365.500000 Penalty: 5360.280762
	Iteration 24Q: 3 clusters Score -6634366 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -6634779.000000 Penalty: 5360.280762
	Iteration 25Q: 3 clusters Score -6634779 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -6635146.500000 Penalty: 5360.280762
	Iteration 26Q: 3 clusters Score -6635146 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -6635480.500000 Penalty: 5360.280762
	Iteration 27Q: 3 clusters Score -6635480 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -6635753.500000 Penalty: 5360.280762
	Iteration 28Q: 3 clusters Score -6635754 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -6635989.000000 Penalty: 5360.280762
	Iteration 29Q: 3 clusters Score -6635989 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -6636189.500000 Penalty: 5360.280762
	Iteration 30Q: 3 clusters Score -6636190 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -6636332.500000 Penalty: 5360.280762
	Iteration 31Q: 3 clusters Score -6636332 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -6636467.000000 Penalty: 5360.280762
	Iteration 32Q: 3 clusters Score -6636467 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -6636590.500000 Penalty: 5360.280762
	Iteration 33Q: 3 clusters Score -6636590 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -6636622.000000 Penalty: 5360.280762
	Iteration 34Q: 3 clusters Score -6636622 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -6636674.000000 Penalty: 5360.280762
	Iteration 35Q: 3 clusters Score -6636674 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -6636728.500000 Penalty: 5360.280762
	Iteration 36Q: 3 clusters Score -6636728 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -6636749.500000 Penalty: 5360.280762
	Iteration 37Q: 3 clusters Score -6636750 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -6636763.000000 Penalty: 5360.280762
	Iteration 38Q: 3 clusters Score -6636763 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -6636773.500000 Penalty: 5360.280762
	Iteration 39Q: 3 clusters Score -6636774 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -6636811.500000 Penalty: 5360.280762
	Iteration 40F: 3 clusters Score -6636812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -6636820.000000 Penalty: 5360.280762
	Iteration 41Q: 3 clusters Score -6636820 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -6636848.500000 Penalty: 5360.280762
	Iteration 42Q: 3 clusters Score -6636848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -6636868.000000 Penalty: 5360.280762
	Iteration 43Q: 3 clusters Score -6636868 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -6636855.000000 Penalty: 5360.280762
	Iteration 44Q: 3 clusters Score -6636855 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -6636846.000000 Penalty: 5360.280762
	Iteration 45Q: 3 clusters Score -6636846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -6636840.000000 Penalty: 5360.280762
	Iteration 46Q: 3 clusters Score -6636840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -6636847.000000 Penalty: 5360.280762
	Iteration 47Q: 3 clusters Score -6636847 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -6636843.500000 Penalty: 5360.280762
	Iteration 48Q: 3 clusters Score -6636844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -6636843.000000 Penalty: 5360.280762
	Iteration 49Q: 3 clusters Score -6636843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -6636861.500000 Penalty: 5360.280762
	Iteration 50Q: 3 clusters Score -6636862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -6636862.000000 Penalty: 5360.280762
	Iteration 51Q: 3 clusters Score -6636862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -6636846.500000 Penalty: 5360.280762
	Iteration 52Q: 3 clusters Score -6636846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -6636847.000000 Penalty: 5360.280762
	Iteration 53Q: 3 clusters Score -6636847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -6636849.000000 Penalty: 5360.280762
	Iteration 54Q: 3 clusters Score -6636849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -6636853.000000 Penalty: 5360.280762
	Iteration 55Q: 3 clusters Score -6636853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -6636851.000000 Penalty: 5360.280762
	Iteration 56Q: 3 clusters Score -6636851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -6636849.000000 Penalty: 5360.280762
	Iteration 57Q: 3 clusters Score -6636849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -6636859.500000 Penalty: 5360.280762
	Iteration 58Q: 3 clusters Score -6636860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -6636860.500000 Penalty: 5360.280762
	Iteration 59Q: 3 clusters Score -6636860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -6636867.500000 Penalty: 5360.280762
	Iteration 60F: 3 clusters Score -6636868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -6636863.000000 Penalty: 5360.280762
	Iteration 61Q: 3 clusters Score -6636863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -6636868.000000 Penalty: 5360.280762
	Iteration 62Q: 3 clusters Score -6636868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -6636864.000000 Penalty: 5360.280762
	Iteration 63Q: 3 clusters Score -6636864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -6636869.000000 Penalty: 5360.280762
	Iteration 64Q: 3 clusters Score -6636869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -6636870.500000 Penalty: 5360.280762
	Iteration 65Q: 3 clusters Score -6636870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -6636868.000000 Penalty: 5360.280762
	Iteration 66Q: 3 clusters Score -6636868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -6636858.500000 Penalty: 5360.280762
	Iteration 67Q: 3 clusters Score -6636858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -6636865.000000 Penalty: 5360.280762
	Iteration 68Q: 3 clusters Score -6636865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -6636868.500000 Penalty: 5360.280762
	Iteration 69Q: 3 clusters Score -6636868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -6636868.000000 Penalty: 5360.280762
	Iteration 70Q: 3 clusters Score -6636868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -6636868.000000 Penalty: 5360.280762
	Iteration 71F: 3 clusters Score -6636868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (33501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Entering Unmasked Estep 
Score: -4578174.000000 Penalty: 2583.993896
	Iteration 0F: 2 clusters Score -4578174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16583 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -4555161.500000 Penalty: 5167.987793
	Iteration 0F: 3 clusters Score -4555162 nChanged 15371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4563812.500000 Penalty: 5167.987793
	Iteration 1F: 3 clusters Score -4563812 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -4564564.500000 Penalty: 5167.987793
	Iteration 2F: 3 clusters Score -4564564 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -4565497.000000 Penalty: 5167.987793
	Iteration 3F: 3 clusters Score -4565497 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -4566747.500000 Penalty: 5167.987793
	Iteration 4F: 3 clusters Score -4566748 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 23871 members 
Entering Unmasked Estep 
Score: -4568285.500000 Penalty: 5167.987793
	Iteration 5F: 3 clusters Score -4568286 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -4569894.500000 Penalty: 5167.987793
	Iteration 6F: 3 clusters Score -4569894 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -4571444.500000 Penalty: 5167.987793
	Iteration 7F: 3 clusters Score -4571444 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -4572768.000000 Penalty: 5167.987793
	Iteration 8F: 3 clusters Score -4572768 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -4573901.000000 Penalty: 5167.987793
	Iteration 9Q: 3 clusters Score -4573901 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -4574757.500000 Penalty: 5167.987793
	Iteration 10Q: 3 clusters Score -4574758 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -4575326.500000 Penalty: 5167.987793
	Iteration 11Q: 3 clusters Score -4575326 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -4575637.500000 Penalty: 5167.987793
	Iteration 12Q: 3 clusters Score -4575638 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -4575812.000000 Penalty: 5167.987793
	Iteration 13Q: 3 clusters Score -4575812 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -4575902.000000 Penalty: 5167.987793
	Iteration 14Q: 3 clusters Score -4575902 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -4575973.500000 Penalty: 5167.987793
	Iteration 15Q: 3 clusters Score -4575974 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -4576004.000000 Penalty: 5167.987793
	Iteration 16Q: 3 clusters Score -4576004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 32954 members 
Entering Unmasked Estep 
Score: -4576014.500000 Penalty: 5167.987793
	Iteration 17Q: 3 clusters Score -4576014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4576045.000000 Penalty: 5167.987793
	Iteration 18Q: 3 clusters Score -4576045 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -4576070.000000 Penalty: 5167.987793
	Iteration 19Q: 3 clusters Score -4576070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -4576071.000000 Penalty: 5167.987793
	Iteration 20F: 3 clusters Score -4576071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -4576083.500000 Penalty: 5167.987793
	Iteration 21Q: 3 clusters Score -4576084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -4576089.500000 Penalty: 5167.987793
	Iteration 22Q: 3 clusters Score -4576090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -4576095.000000 Penalty: 5167.987793
	Iteration 23Q: 3 clusters Score -4576095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4576104.500000 Penalty: 5167.987793
	Iteration 24Q: 3 clusters Score -4576104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -4576104.000000 Penalty: 5167.987793
	Iteration 25Q: 3 clusters Score -4576104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -4576102.000000 Penalty: 5167.987793
	Iteration 26Q: 3 clusters Score -4576102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -4576105.000000 Penalty: 5167.987793
	Iteration 27Q: 3 clusters Score -4576105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4576105.000000 Penalty: 5167.987793
	Iteration 28Q: 3 clusters Score -4576105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
Score: -4576105.000000 Penalty: 5167.987793
	Iteration 29F: 3 clusters Score -4576105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Entering Unmasked Estep 
Score: -2868822.000000 Penalty: 2470.480469
	Iteration 0F: 2 clusters Score -2868822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2853964.500000 Penalty: 4940.960938
	Iteration 0F: 3 clusters Score -2853964 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -2859131.250000 Penalty: 4940.960938
	Iteration 1F: 3 clusters Score -2859131 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -2859860.000000 Penalty: 4940.960938
	Iteration 2F: 3 clusters Score -2859860 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2860775.000000 Penalty: 4940.960938
	Iteration 3F: 3 clusters Score -2860775 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2861879.000000 Penalty: 4940.960938
	Iteration 4F: 3 clusters Score -2861879 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2863128.250000 Penalty: 4940.960938
	Iteration 5F: 3 clusters Score -2863128 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2864291.000000 Penalty: 4940.960938
	Iteration 6F: 3 clusters Score -2864291 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -2865427.750000 Penalty: 4940.960938
	Iteration 7F: 3 clusters Score -2865428 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2866572.750000 Penalty: 4940.960938
	Iteration 8F: 3 clusters Score -2866573 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2867596.250000 Penalty: 4940.960938
	Iteration 9Q: 3 clusters Score -2867596 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2868361.500000 Penalty: 4940.960938
	Iteration 10Q: 3 clusters Score -2868362 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2868933.750000 Penalty: 4940.960938
	Iteration 11Q: 3 clusters Score -2868934 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2869260.750000 Penalty: 4940.960938
	Iteration 12Q: 3 clusters Score -2869261 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2869394.250000 Penalty: 4940.960938
	Iteration 13Q: 3 clusters Score -2869394 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2869449.750000 Penalty: 4940.960938
	Iteration 14Q: 3 clusters Score -2869450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2869470.750000 Penalty: 4940.960938
	Iteration 15Q: 3 clusters Score -2869471 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2869473.500000 Penalty: 4940.960938
	Iteration 16Q: 3 clusters Score -2869474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2869482.750000 Penalty: 4940.960938
	Iteration 17Q: 3 clusters Score -2869483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -2869482.750000 Penalty: 4940.960938
	Iteration 18Q: 3 clusters Score -2869483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2869485.500000 Penalty: 4940.960938
	Iteration 19Q: 3 clusters Score -2869486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -2869484.250000 Penalty: 4940.960938
	Iteration 20F: 3 clusters Score -2869484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2869485.250000 Penalty: 4940.960938
	Iteration 21Q: 3 clusters Score -2869485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2869487.250000 Penalty: 4940.960938
	Iteration 22Q: 3 clusters Score -2869487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2869490.000000 Penalty: 4940.960938
	Iteration 23Q: 3 clusters Score -2869490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -2869490.000000 Penalty: 4940.960938
	Iteration 24F: 3 clusters Score -2869490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 6775 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61502 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36706 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85416 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276572 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23836 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14422 members 
Entering Unmasked Estep 
Score: -122231344.000000 Penalty: 91853.718750
Splitting cluster 3 changes total score from -122231336.000000 to -122231344.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 4 (3002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Entering Unmasked Estep 
Score: -427209.250000 Penalty: 1985.744507
	Iteration 0F: 2 clusters Score -427209.2 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 1514 members 
Entering Unmasked Estep 
Score: -423916.500000 Penalty: 3971.489014
	Iteration 0F: 3 clusters Score -423916.5 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -424601.593750 Penalty: 3971.489014
	Iteration 1F: 3 clusters Score -424601.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -424775.343750 Penalty: 3971.489014
	Iteration 2F: 3 clusters Score -424775.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -424867.343750 Penalty: 3971.489014
	Iteration 3Q: 3 clusters Score -424867.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -424922.906250 Penalty: 3971.489014
	Iteration 4Q: 3 clusters Score -424922.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -424955.031250 Penalty: 3971.489014
	Iteration 5Q: 3 clusters Score -424955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -424974.531250 Penalty: 3971.489014
	Iteration 6Q: 3 clusters Score -424974.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -424994.625000 Penalty: 3971.489014
	Iteration 7Q: 3 clusters Score -424994.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -425010.625000 Penalty: 3971.489014
	Iteration 8Q: 3 clusters Score -425010.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -425024.406250 Penalty: 3971.489014
	Iteration 9Q: 3 clusters Score -425024.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -425033.875000 Penalty: 3971.489014
	Iteration 10Q: 3 clusters Score -425033.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -425042.093750 Penalty: 3971.489014
	Iteration 11Q: 3 clusters Score -425042.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -425047.218750 Penalty: 3971.489014
	Iteration 12Q: 3 clusters Score -425047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -425049.000000 Penalty: 3971.489014
	Iteration 13Q: 3 clusters Score -425049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -425051.218750 Penalty: 3971.489014
	Iteration 14Q: 3 clusters Score -425051.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -425053.812500 Penalty: 3971.489014
	Iteration 15Q: 3 clusters Score -425053.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -425057.250000 Penalty: 3971.489014
	Iteration 16Q: 3 clusters Score -425057.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -425061.187500 Penalty: 3971.489014
	Iteration 17Q: 3 clusters Score -425061.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -425064.375000 Penalty: 3971.489014
	Iteration 18Q: 3 clusters Score -425064.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -425066.000000 Penalty: 3971.489014
	Iteration 19Q: 3 clusters Score -425066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -425068.500000 Penalty: 3971.489014
	Iteration 20F: 3 clusters Score -425068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -425070.468750 Penalty: 3971.489014
	Iteration 21Q: 3 clusters Score -425070.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -425071.500000 Penalty: 3971.489014
	Iteration 22Q: 3 clusters Score -425071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -425072.218750 Penalty: 3971.489014
	Iteration 23Q: 3 clusters Score -425072.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -425073.250000 Penalty: 3971.489014
	Iteration 24Q: 3 clusters Score -425073.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -425074.656250 Penalty: 3971.489014
	Iteration 25Q: 3 clusters Score -425074.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -425077.656250 Penalty: 3971.489014
	Iteration 26Q: 3 clusters Score -425077.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -425078.000000 Penalty: 3971.489014
	Iteration 27Q: 3 clusters Score -425078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -425079.843750 Penalty: 3971.489014
	Iteration 28Q: 3 clusters Score -425079.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -425082.718750 Penalty: 3971.489014
	Iteration 29Q: 3 clusters Score -425082.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -425084.531250 Penalty: 3971.489014
	Iteration 30Q: 3 clusters Score -425084.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -425086.343750 Penalty: 3971.489014
	Iteration 31Q: 3 clusters Score -425086.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -425089.625000 Penalty: 3971.489014
	Iteration 32Q: 3 clusters Score -425089.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -425091.218750 Penalty: 3971.489014
	Iteration 33Q: 3 clusters Score -425091.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -425094.062500 Penalty: 3971.489014
	Iteration 34Q: 3 clusters Score -425094.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -425096.187500 Penalty: 3971.489014
	Iteration 35Q: 3 clusters Score -425096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -425097.250000 Penalty: 3971.489014
	Iteration 36Q: 3 clusters Score -425097.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -425100.375000 Penalty: 3971.489014
	Iteration 37Q: 3 clusters Score -425100.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -425102.531250 Penalty: 3971.489014
	Iteration 38Q: 3 clusters Score -425102.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -425104.437500 Penalty: 3971.489014
	Iteration 39Q: 3 clusters Score -425104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -425105.125000 Penalty: 3971.489014
	Iteration 40F: 3 clusters Score -425105.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61502 members 
Entering Unmasked Estep 
Score: -8309020.000000 Penalty: 2734.652588
	Iteration 0F: 2 clusters Score -8309020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -8268093.500000 Penalty: 5469.305176
	Iteration 0F: 3 clusters Score -8268094 nChanged 28549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -8284401.500000 Penalty: 5469.305176
	Iteration 1F: 3 clusters Score -8284402 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -8285463.000000 Penalty: 5469.305176
	Iteration 2Q: 3 clusters Score -8285463 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -8286813.500000 Penalty: 5469.305176
	Iteration 3Q: 3 clusters Score -8286814 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -8288539.500000 Penalty: 5469.305176
	Iteration 4F: 3 clusters Score -8288540 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -8290846.000000 Penalty: 5469.305176
	Iteration 5F: 3 clusters Score -8290846 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -8293416.500000 Penalty: 5469.305176
	Iteration 6F: 3 clusters Score -8293416 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -8296061.500000 Penalty: 5469.305176
	Iteration 7F: 3 clusters Score -8296062 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -8298578.000000 Penalty: 5469.305176
	Iteration 8F: 3 clusters Score -8298578 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50408 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -8300690.000000 Penalty: 5469.305176
	Iteration 9Q: 3 clusters Score -8300690 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -8302405.000000 Penalty: 5469.305176
	Iteration 10Q: 3 clusters Score -8302405 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -8303749.000000 Penalty: 5469.305176
	Iteration 11Q: 3 clusters Score -8303749 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -8304794.000000 Penalty: 5469.305176
	Iteration 12Q: 3 clusters Score -8304794 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56874 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -8305520.000000 Penalty: 5469.305176
	Iteration 13Q: 3 clusters Score -8305520 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -8306079.000000 Penalty: 5469.305176
	Iteration 14Q: 3 clusters Score -8306079 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58342 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8306475.500000 Penalty: 5469.305176
	Iteration 15Q: 3 clusters Score -8306476 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58832 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -8306785.000000 Penalty: 5469.305176
	Iteration 16Q: 3 clusters Score -8306785 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59169 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -8306976.000000 Penalty: 5469.305176
	Iteration 17Q: 3 clusters Score -8306976 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8307133.000000 Penalty: 5469.305176
	Iteration 18Q: 3 clusters Score -8307133 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -8307231.500000 Penalty: 5469.305176
	Iteration 19Q: 3 clusters Score -8307232 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59744 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8307318.500000 Penalty: 5469.305176
	Iteration 20F: 3 clusters Score -8307318 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8307369.500000 Penalty: 5469.305176
	Iteration 21Q: 3 clusters Score -8307370 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8307405.500000 Penalty: 5469.305176
	Iteration 22Q: 3 clusters Score -8307406 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8307450.000000 Penalty: 5469.305176
	Iteration 23Q: 3 clusters Score -8307450 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60045 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8307469.000000 Penalty: 5469.305176
	Iteration 24Q: 3 clusters Score -8307469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8307483.500000 Penalty: 5469.305176
	Iteration 25Q: 3 clusters Score -8307484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8307499.000000 Penalty: 5469.305176
	Iteration 26Q: 3 clusters Score -8307499 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -8307519.500000 Penalty: 5469.305176
	Iteration 27Q: 3 clusters Score -8307520 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60175 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8307547.500000 Penalty: 5469.305176
	Iteration 28Q: 3 clusters Score -8307548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60195 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8307562.000000 Penalty: 5469.305176
	Iteration 29Q: 3 clusters Score -8307562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60216 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8307561.500000 Penalty: 5469.305176
	Iteration 30Q: 3 clusters Score -8307562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8307576.000000 Penalty: 5469.305176
	Iteration 31Q: 3 clusters Score -8307576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60254 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8307574.500000 Penalty: 5469.305176
	Iteration 32Q: 3 clusters Score -8307574 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60272 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8307584.000000 Penalty: 5469.305176
	Iteration 33Q: 3 clusters Score -8307584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60289 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8307611.000000 Penalty: 5469.305176
	Iteration 34Q: 3 clusters Score -8307611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60307 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8307621.000000 Penalty: 5469.305176
	Iteration 35Q: 3 clusters Score -8307621 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8307620.500000 Penalty: 5469.305176
	Iteration 36Q: 3 clusters Score -8307620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8307652.000000 Penalty: 5469.305176
	Iteration 37Q: 3 clusters Score -8307652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60390 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8307679.500000 Penalty: 5469.305176
	Iteration 38Q: 3 clusters Score -8307680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8307695.500000 Penalty: 5469.305176
	Iteration 39Q: 3 clusters Score -8307696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8307710.000000 Penalty: 5469.305176
	Iteration 40F: 3 clusters Score -8307710 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -8307743.500000 Penalty: 5469.305176
	Iteration 41Q: 3 clusters Score -8307744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60451 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8307777.500000 Penalty: 5469.305176
	Iteration 42Q: 3 clusters Score -8307778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60471 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8307792.500000 Penalty: 5469.305176
	Iteration 43Q: 3 clusters Score -8307792 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60484 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8307800.000000 Penalty: 5469.305176
	Iteration 44Q: 3 clusters Score -8307800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8307813.500000 Penalty: 5469.305176
	Iteration 45Q: 3 clusters Score -8307814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8307825.500000 Penalty: 5469.305176
	Iteration 46Q: 3 clusters Score -8307826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60495 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8307824.000000 Penalty: 5469.305176
	Iteration 47Q: 3 clusters Score -8307824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60499 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8307830.500000 Penalty: 5469.305176
	Iteration 48Q: 3 clusters Score -8307830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8307826.000000 Penalty: 5469.305176
	Iteration 49Q: 3 clusters Score -8307826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -8307831.500000 Penalty: 5469.305176
	Iteration 50Q: 3 clusters Score -8307832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8307831.500000 Penalty: 5469.305176
	Iteration 51Q: 3 clusters Score -8307832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8307832.500000 Penalty: 5469.305176
	Iteration 52Q: 3 clusters Score -8307832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8307832.500000 Penalty: 5469.305176
	Iteration 53F: 3 clusters Score -8307832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103456.054688 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101778.054688 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101778.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -102356.804688 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102356.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -102780.265625 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -102780.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -103061.023438 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -103061 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -103402.375000 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -103402.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -103842.617188 Penalty: 3322.340820
	Iteration 5F: 3 clusters Score -103842.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104177.656250 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -104177.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -104232.195312 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -104232.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -104265.828125 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -104265.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -104278.015625 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -104278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -104301.085938 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -104301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -104313.656250 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -104313.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -104334.250000 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -104334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -104356.078125 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -104356.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -104390.710938 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -104390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -104413.367188 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -104413.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -104423.703125 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -104423.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -104428.640625 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -104428.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -104428.640625 Penalty: 3322.340820
	Iteration 18F: 3 clusters Score -104428.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 6775 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61502 members 
Mstep: Class 6 contains 238 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36706 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85416 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276572 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23836 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14422 members 
Mstep: Class 28 contains 573 members 
Entering Unmasked Estep 
Score: -122230392.000000 Penalty: 95255.710938
Splitting cluster 6 changes total score from -122231336.000000 to -122230392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (49044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Entering Unmasked Estep 
Score: -6781077.000000 Penalty: 2678.517334
	Iteration 0F: 2 clusters Score -6781077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -6747985.000000 Penalty: 5357.034668
	Iteration 0F: 3 clusters Score -6747985 nChanged 22668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -6760729.500000 Penalty: 5357.034668
	Iteration 1F: 3 clusters Score -6760730 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -6761546.000000 Penalty: 5357.034668
	Iteration 2Q: 3 clusters Score -6761546 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -6762752.000000 Penalty: 5357.034668
	Iteration 3F: 3 clusters Score -6762752 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -6764402.000000 Penalty: 5357.034668
	Iteration 4F: 3 clusters Score -6764402 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -6766535.500000 Penalty: 5357.034668
	Iteration 5F: 3 clusters Score -6766536 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -6768789.500000 Penalty: 5357.034668
	Iteration 6F: 3 clusters Score -6768790 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -6770578.500000 Penalty: 5357.034668
	Iteration 7F: 3 clusters Score -6770578 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -6771852.000000 Penalty: 5357.034668
	Iteration 8F: 3 clusters Score -6771852 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -6772727.500000 Penalty: 5357.034668
	Iteration 9Q: 3 clusters Score -6772728 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -6773285.500000 Penalty: 5357.034668
	Iteration 10Q: 3 clusters Score -6773286 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -6773841.500000 Penalty: 5357.034668
	Iteration 11Q: 3 clusters Score -6773842 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -6774325.000000 Penalty: 5357.034668
	Iteration 12Q: 3 clusters Score -6774325 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -6774868.500000 Penalty: 5357.034668
	Iteration 13Q: 3 clusters Score -6774868 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -6775436.000000 Penalty: 5357.034668
	Iteration 14Q: 3 clusters Score -6775436 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -6775923.500000 Penalty: 5357.034668
	Iteration 15Q: 3 clusters Score -6775924 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -6776342.500000 Penalty: 5357.034668
	Iteration 16Q: 3 clusters Score -6776342 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -6776781.500000 Penalty: 5357.034668
	Iteration 17Q: 3 clusters Score -6776782 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -6777181.000000 Penalty: 5357.034668
	Iteration 18Q: 3 clusters Score -6777181 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -6777552.500000 Penalty: 5357.034668
	Iteration 19Q: 3 clusters Score -6777552 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -6777826.000000 Penalty: 5357.034668
	Iteration 20F: 3 clusters Score -6777826 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -6778051.000000 Penalty: 5357.034668
	Iteration 21Q: 3 clusters Score -6778051 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -6778237.500000 Penalty: 5357.034668
	Iteration 22Q: 3 clusters Score -6778238 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 47873 members 
Entering Unmasked Estep 
Score: -6778333.000000 Penalty: 5357.034668
	Iteration 23Q: 3 clusters Score -6778333 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -6778413.500000 Penalty: 5357.034668
	Iteration 24Q: 3 clusters Score -6778414 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -6778480.000000 Penalty: 5357.034668
	Iteration 25Q: 3 clusters Score -6778480 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -6778533.500000 Penalty: 5357.034668
	Iteration 26Q: 3 clusters Score -6778534 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -6778590.000000 Penalty: 5357.034668
	Iteration 27Q: 3 clusters Score -6778590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 48286 members 
Entering Unmasked Estep 
Score: -6778628.500000 Penalty: 5357.034668
	Iteration 28Q: 3 clusters Score -6778628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -6778654.000000 Penalty: 5357.034668
	Iteration 29Q: 3 clusters Score -6778654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 48350 members 
Entering Unmasked Estep 
Score: -6778680.500000 Penalty: 5357.034668
	Iteration 30Q: 3 clusters Score -6778680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -6778678.500000 Penalty: 5357.034668
	Iteration 31Q: 3 clusters Score -6778678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -6778707.500000 Penalty: 5357.034668
	Iteration 32Q: 3 clusters Score -6778708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -6778723.000000 Penalty: 5357.034668
	Iteration 33Q: 3 clusters Score -6778723 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -6778737.500000 Penalty: 5357.034668
	Iteration 34Q: 3 clusters Score -6778738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -6778743.000000 Penalty: 5357.034668
	Iteration 35Q: 3 clusters Score -6778743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 48443 members 
Entering Unmasked Estep 
Score: -6778746.000000 Penalty: 5357.034668
	Iteration 36Q: 3 clusters Score -6778746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -6778747.000000 Penalty: 5357.034668
	Iteration 37Q: 3 clusters Score -6778747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 48452 members 
Entering Unmasked Estep 
Score: -6778743.500000 Penalty: 5357.034668
	Iteration 38Q: 3 clusters Score -6778744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -6778740.000000 Penalty: 5357.034668
	Iteration 39Q: 3 clusters Score -6778740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 48453 members 
Entering Unmasked Estep 
Score: -6778744.000000 Penalty: 5357.034668
	Iteration 40F: 3 clusters Score -6778744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -6778751.000000 Penalty: 5357.034668
	Iteration 41Q: 3 clusters Score -6778751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 48461 members 
Entering Unmasked Estep 
Score: -6778758.000000 Penalty: 5357.034668
	Iteration 42Q: 3 clusters Score -6778758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 48468 members 
Entering Unmasked Estep 
Score: -6778759.500000 Penalty: 5357.034668
	Iteration 43Q: 3 clusters Score -6778760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -6778763.000000 Penalty: 5357.034668
	Iteration 44Q: 3 clusters Score -6778763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -6778766.000000 Penalty: 5357.034668
	Iteration 45Q: 3 clusters Score -6778766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 48478 members 
Entering Unmasked Estep 
Score: -6778770.500000 Penalty: 5357.034668
	Iteration 46Q: 3 clusters Score -6778770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -6778776.500000 Penalty: 5357.034668
	Iteration 47Q: 3 clusters Score -6778776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 48480 members 
Entering Unmasked Estep 
Score: -6778779.000000 Penalty: 5357.034668
	Iteration 48Q: 3 clusters Score -6778779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 48481 members 
Entering Unmasked Estep 
Score: -6778780.500000 Penalty: 5357.034668
	Iteration 49Q: 3 clusters Score -6778780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -6778777.500000 Penalty: 5357.034668
	Iteration 50Q: 3 clusters Score -6778778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 48485 members 
Entering Unmasked Estep 
Score: -6778781.500000 Penalty: 5357.034668
	Iteration 51Q: 3 clusters Score -6778782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 48486 members 
Entering Unmasked Estep 
Score: -6778787.000000 Penalty: 5357.034668
	Iteration 52Q: 3 clusters Score -6778787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -6778783.000000 Penalty: 5357.034668
	Iteration 53Q: 3 clusters Score -6778783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 48490 members 
Entering Unmasked Estep 
Score: -6778786.500000 Penalty: 5357.034668
	Iteration 54Q: 3 clusters Score -6778786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -6778789.000000 Penalty: 5357.034668
	Iteration 55Q: 3 clusters Score -6778789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -6778788.500000 Penalty: 5357.034668
	Iteration 56Q: 3 clusters Score -6778788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -6778788.500000 Penalty: 5357.034668
	Iteration 57F: 3 clusters Score -6778788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Entering Unmasked Estep 
Score: -767872.000000 Penalty: 2146.233887
	Iteration 0F: 2 clusters Score -767872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -762905.812500 Penalty: 4292.467773
	Iteration 0F: 3 clusters Score -762905.8 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -764139.687500 Penalty: 4292.467773
	Iteration 1F: 3 clusters Score -764139.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -764458.000000 Penalty: 4292.467773
	Iteration 2F: 3 clusters Score -764458 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -764776.875000 Penalty: 4292.467773
	Iteration 3F: 3 clusters Score -764776.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -765151.625000 Penalty: 4292.467773
	Iteration 4F: 3 clusters Score -765151.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -765502.500000 Penalty: 4292.467773
	Iteration 5F: 3 clusters Score -765502.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -765776.125000 Penalty: 4292.467773
	Iteration 6F: 3 clusters Score -765776.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -765988.750000 Penalty: 4292.467773
	Iteration 7Q: 3 clusters Score -765988.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -766129.937500 Penalty: 4292.467773
	Iteration 8Q: 3 clusters Score -766129.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -766236.000000 Penalty: 4292.467773
	Iteration 9Q: 3 clusters Score -766236 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -766311.000000 Penalty: 4292.467773
	Iteration 10Q: 3 clusters Score -766311 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -766348.375000 Penalty: 4292.467773
	Iteration 11Q: 3 clusters Score -766348.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -766378.375000 Penalty: 4292.467773
	Iteration 12Q: 3 clusters Score -766378.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -766399.500000 Penalty: 4292.467773
	Iteration 13Q: 3 clusters Score -766399.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -766416.750000 Penalty: 4292.467773
	Iteration 14Q: 3 clusters Score -766416.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -766429.750000 Penalty: 4292.467773
	Iteration 15Q: 3 clusters Score -766429.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -766435.937500 Penalty: 4292.467773
	Iteration 16Q: 3 clusters Score -766435.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -766440.687500 Penalty: 4292.467773
	Iteration 17Q: 3 clusters Score -766440.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -766442.687500 Penalty: 4292.467773
	Iteration 18Q: 3 clusters Score -766442.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -766445.750000 Penalty: 4292.467773
	Iteration 19Q: 3 clusters Score -766445.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -766446.750000 Penalty: 4292.467773
	Iteration 20F: 3 clusters Score -766446.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -766449.562500 Penalty: 4292.467773
	Iteration 21Q: 3 clusters Score -766449.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -766451.875000 Penalty: 4292.467773
	Iteration 22Q: 3 clusters Score -766451.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -766452.562500 Penalty: 4292.467773
	Iteration 23Q: 3 clusters Score -766452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -766453.125000 Penalty: 4292.467773
	Iteration 24Q: 3 clusters Score -766453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -766455.312500 Penalty: 4292.467773
	Iteration 25Q: 3 clusters Score -766455.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -766455.312500 Penalty: 4292.467773
	Iteration 26F: 3 clusters Score -766455.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Entering Unmasked Estep 
Score: -5103866.000000 Penalty: 2606.652588
	Iteration 0F: 2 clusters Score -5103866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -5078752.000000 Penalty: 5213.305176
	Iteration 0F: 3 clusters Score -5078752 nChanged 16819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -5088260.500000 Penalty: 5213.305176
	Iteration 1F: 3 clusters Score -5088260 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -5088845.500000 Penalty: 5213.305176
	Iteration 2Q: 3 clusters Score -5088846 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -5089424.000000 Penalty: 5213.305176
	Iteration 3Q: 3 clusters Score -5089424 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -5090141.500000 Penalty: 5213.305176
	Iteration 4Q: 3 clusters Score -5090142 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -5091039.500000 Penalty: 5213.305176
	Iteration 5Q: 3 clusters Score -5091040 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -5092269.500000 Penalty: 5213.305176
	Iteration 6F: 3 clusters Score -5092270 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -5093732.000000 Penalty: 5213.305176
	Iteration 7F: 3 clusters Score -5093732 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -5095260.000000 Penalty: 5213.305176
	Iteration 8F: 3 clusters Score -5095260 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -5096688.500000 Penalty: 5213.305176
	Iteration 9F: 3 clusters Score -5096688 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -5097827.500000 Penalty: 5213.305176
	Iteration 10Q: 3 clusters Score -5097828 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -5098624.000000 Penalty: 5213.305176
	Iteration 11Q: 3 clusters Score -5098624 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -5099152.000000 Penalty: 5213.305176
	Iteration 12Q: 3 clusters Score -5099152 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -5099529.000000 Penalty: 5213.305176
	Iteration 13Q: 3 clusters Score -5099529 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -5099793.500000 Penalty: 5213.305176
	Iteration 14Q: 3 clusters Score -5099794 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -5100068.500000 Penalty: 5213.305176
	Iteration 15Q: 3 clusters Score -5100068 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -5100278.500000 Penalty: 5213.305176
	Iteration 16Q: 3 clusters Score -5100278 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32126 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -5100460.000000 Penalty: 5213.305176
	Iteration 17Q: 3 clusters Score -5100460 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -5100592.500000 Penalty: 5213.305176
	Iteration 18Q: 3 clusters Score -5100592 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -5100720.000000 Penalty: 5213.305176
	Iteration 19Q: 3 clusters Score -5100720 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5100850.500000 Penalty: 5213.305176
	Iteration 20F: 3 clusters Score -5100850 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -5100984.000000 Penalty: 5213.305176
	Iteration 21Q: 3 clusters Score -5100984 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -5101102.500000 Penalty: 5213.305176
	Iteration 22Q: 3 clusters Score -5101102 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33899 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5101187.000000 Penalty: 5213.305176
	Iteration 23Q: 3 clusters Score -5101187 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5101285.000000 Penalty: 5213.305176
	Iteration 24Q: 3 clusters Score -5101285 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5101379.000000 Penalty: 5213.305176
	Iteration 25Q: 3 clusters Score -5101379 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5101491.500000 Penalty: 5213.305176
	Iteration 26Q: 3 clusters Score -5101492 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34574 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5101590.000000 Penalty: 5213.305176
	Iteration 27Q: 3 clusters Score -5101590 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5101702.500000 Penalty: 5213.305176
	Iteration 28Q: 3 clusters Score -5101702 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -5101795.500000 Penalty: 5213.305176
	Iteration 29Q: 3 clusters Score -5101796 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5101903.000000 Penalty: 5213.305176
	Iteration 30Q: 3 clusters Score -5101903 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5101989.500000 Penalty: 5213.305176
	Iteration 31Q: 3 clusters Score -5101990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -5102081.000000 Penalty: 5213.305176
	Iteration 32Q: 3 clusters Score -5102081 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5102189.500000 Penalty: 5213.305176
	Iteration 33Q: 3 clusters Score -5102190 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5102284.000000 Penalty: 5213.305176
	Iteration 34Q: 3 clusters Score -5102284 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -5102357.000000 Penalty: 5213.305176
	Iteration 35Q: 3 clusters Score -5102357 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5102405.000000 Penalty: 5213.305176
	Iteration 36Q: 3 clusters Score -5102405 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35033 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -5102429.500000 Penalty: 5213.305176
	Iteration 37Q: 3 clusters Score -5102430 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5102459.000000 Penalty: 5213.305176
	Iteration 38Q: 3 clusters Score -5102459 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -5102490.000000 Penalty: 5213.305176
	Iteration 39Q: 3 clusters Score -5102490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5102507.000000 Penalty: 5213.305176
	Iteration 40F: 3 clusters Score -5102507 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5102524.500000 Penalty: 5213.305176
	Iteration 41Q: 3 clusters Score -5102524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5102531.000000 Penalty: 5213.305176
	Iteration 42Q: 3 clusters Score -5102531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5102549.500000 Penalty: 5213.305176
	Iteration 43Q: 3 clusters Score -5102550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5102562.500000 Penalty: 5213.305176
	Iteration 44Q: 3 clusters Score -5102562 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5102580.000000 Penalty: 5213.305176
	Iteration 45Q: 3 clusters Score -5102580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5102589.000000 Penalty: 5213.305176
	Iteration 46Q: 3 clusters Score -5102589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5102591.500000 Penalty: 5213.305176
	Iteration 47Q: 3 clusters Score -5102592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5102586.000000 Penalty: 5213.305176
	Iteration 48Q: 3 clusters Score -5102586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5102591.500000 Penalty: 5213.305176
	Iteration 49Q: 3 clusters Score -5102592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5102590.000000 Penalty: 5213.305176
	Iteration 50Q: 3 clusters Score -5102590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5102601.000000 Penalty: 5213.305176
	Iteration 51Q: 3 clusters Score -5102601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5102610.500000 Penalty: 5213.305176
	Iteration 52Q: 3 clusters Score -5102610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5102617.000000 Penalty: 5213.305176
	Iteration 53Q: 3 clusters Score -5102617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5102617.500000 Penalty: 5213.305176
	Iteration 54Q: 3 clusters Score -5102618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -5102622.500000 Penalty: 5213.305176
	Iteration 55Q: 3 clusters Score -5102622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5102620.000000 Penalty: 5213.305176
	Iteration 56Q: 3 clusters Score -5102620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5102621.000000 Penalty: 5213.305176
	Iteration 57Q: 3 clusters Score -5102621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5102621.000000 Penalty: 5213.305176
	Iteration 58Q: 3 clusters Score -5102621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5102618.000000 Penalty: 5213.305176
	Iteration 59Q: 3 clusters Score -5102618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5102617.000000 Penalty: 5213.305176
	Iteration 60F: 3 clusters Score -5102617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -144853.593750 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -144853.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -142898.171875 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -142898.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -143379.000000 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -143379 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -143607.468750 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -143607.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -143797.953125 Penalty: 3510.020264
	Iteration 3F: 3 clusters Score -143798 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -143885.109375 Penalty: 3510.020264
	Iteration 4Q: 3 clusters Score -143885.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -143936.875000 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -143936.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -143987.953125 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -143988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -144025.625000 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -144025.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -144065.703125 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -144065.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -144086.968750 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -144087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -144103.343750 Penalty: 3510.020264
	Iteration 10Q: 3 clusters Score -144103.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -144112.796875 Penalty: 3510.020264
	Iteration 11Q: 3 clusters Score -144112.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144118.921875 Penalty: 3510.020264
	Iteration 12Q: 3 clusters Score -144118.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -144122.281250 Penalty: 3510.020264
	Iteration 13Q: 3 clusters Score -144122.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -144125.796875 Penalty: 3510.020264
	Iteration 14Q: 3 clusters Score -144125.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -144127.796875 Penalty: 3510.020264
	Iteration 15Q: 3 clusters Score -144127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -144130.296875 Penalty: 3510.020264
	Iteration 16Q: 3 clusters Score -144130.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -144131.484375 Penalty: 3510.020264
	Iteration 17Q: 3 clusters Score -144131.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -144140.203125 Penalty: 3510.020264
	Iteration 18F: 3 clusters Score -144140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -144206.984375 Penalty: 3510.020264
	Iteration 19Q: 3 clusters Score -144207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -144242.671875 Penalty: 3510.020264
	Iteration 20F: 3 clusters Score -144242.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -144261.781250 Penalty: 3510.020264
	Iteration 21Q: 3 clusters Score -144261.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -144288.015625 Penalty: 3510.020264
	Iteration 22Q: 3 clusters Score -144288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -144304.828125 Penalty: 3510.020264
	Iteration 23Q: 3 clusters Score -144304.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -144311.343750 Penalty: 3510.020264
	Iteration 24Q: 3 clusters Score -144311.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -144320.500000 Penalty: 3510.020264
	Iteration 25Q: 3 clusters Score -144320.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -144327.437500 Penalty: 3510.020264
	Iteration 26Q: 3 clusters Score -144327.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -144332.265625 Penalty: 3510.020264
	Iteration 27Q: 3 clusters Score -144332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -144335.968750 Penalty: 3510.020264
	Iteration 28Q: 3 clusters Score -144336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -144336.578125 Penalty: 3510.020264
	Iteration 29Q: 3 clusters Score -144336.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -144338.593750 Penalty: 3510.020264
	Iteration 30Q: 3 clusters Score -144338.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -144338.593750 Penalty: 3510.020264
	Iteration 31F: 3 clusters Score -144338.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Entering Unmasked Estep 
Score: -4083508.500000 Penalty: 2549.832275
	Iteration 0F: 2 clusters Score -4083508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -4063482.500000 Penalty: 5099.664551
	Iteration 0F: 3 clusters Score -4063482 nChanged 13140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -4070507.750000 Penalty: 5099.664551
	Iteration 1F: 3 clusters Score -4070508 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -4070991.000000 Penalty: 5099.664551
	Iteration 2Q: 3 clusters Score -4070991 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -4071428.250000 Penalty: 5099.664551
	Iteration 3Q: 3 clusters Score -4071428 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -4071832.000000 Penalty: 5099.664551
	Iteration 4Q: 3 clusters Score -4071832 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -4072229.250000 Penalty: 5099.664551
	Iteration 5Q: 3 clusters Score -4072229 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -4072655.250000 Penalty: 5099.664551
	Iteration 6Q: 3 clusters Score -4072655 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -4073165.250000 Penalty: 5099.664551
	Iteration 7Q: 3 clusters Score -4073165 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -4073781.000000 Penalty: 5099.664551
	Iteration 8Q: 3 clusters Score -4073781 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -4074650.000000 Penalty: 5099.664551
	Iteration 9Q: 3 clusters Score -4074650 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -4075795.000000 Penalty: 5099.664551
	Iteration 10F: 3 clusters Score -4075795 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -4077212.500000 Penalty: 5099.664551
	Iteration 11F: 3 clusters Score -4077212 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -4078281.000000 Penalty: 5099.664551
	Iteration 12F: 3 clusters Score -4078281 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -4078922.500000 Penalty: 5099.664551
	Iteration 13Q: 3 clusters Score -4078922 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -4079303.500000 Penalty: 5099.664551
	Iteration 14Q: 3 clusters Score -4079304 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -4079593.000000 Penalty: 5099.664551
	Iteration 15Q: 3 clusters Score -4079593 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -4079832.750000 Penalty: 5099.664551
	Iteration 16Q: 3 clusters Score -4079833 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -4080048.750000 Penalty: 5099.664551
	Iteration 17Q: 3 clusters Score -4080049 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4080241.750000 Penalty: 5099.664551
	Iteration 18Q: 3 clusters Score -4080242 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -4080425.750000 Penalty: 5099.664551
	Iteration 19Q: 3 clusters Score -4080426 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -4080585.500000 Penalty: 5099.664551
	Iteration 20F: 3 clusters Score -4080586 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -4080774.500000 Penalty: 5099.664551
	Iteration 21Q: 3 clusters Score -4080774 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -4080955.250000 Penalty: 5099.664551
	Iteration 22Q: 3 clusters Score -4080955 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -4081196.750000 Penalty: 5099.664551
	Iteration 23Q: 3 clusters Score -4081197 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -4081476.500000 Penalty: 5099.664551
	Iteration 24Q: 3 clusters Score -4081476 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -4081885.750000 Penalty: 5099.664551
	Iteration 25Q: 3 clusters Score -4081886 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -4082254.000000 Penalty: 5099.664551
	Iteration 26Q: 3 clusters Score -4082254 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -4082525.000000 Penalty: 5099.664551
	Iteration 27Q: 3 clusters Score -4082525 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4082702.500000 Penalty: 5099.664551
	Iteration 28Q: 3 clusters Score -4082702 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -4082811.750000 Penalty: 5099.664551
	Iteration 29Q: 3 clusters Score -4082812 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -4082887.000000 Penalty: 5099.664551
	Iteration 30Q: 3 clusters Score -4082887 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -4082955.500000 Penalty: 5099.664551
	Iteration 31Q: 3 clusters Score -4082956 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -4083016.750000 Penalty: 5099.664551
	Iteration 32Q: 3 clusters Score -4083017 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -4083055.250000 Penalty: 5099.664551
	Iteration 33Q: 3 clusters Score -4083055 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4083092.750000 Penalty: 5099.664551
	Iteration 34Q: 3 clusters Score -4083093 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -4083113.250000 Penalty: 5099.664551
	Iteration 35Q: 3 clusters Score -4083113 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -4083133.250000 Penalty: 5099.664551
	Iteration 36Q: 3 clusters Score -4083133 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -4083162.000000 Penalty: 5099.664551
	Iteration 37Q: 3 clusters Score -4083162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -4083168.000000 Penalty: 5099.664551
	Iteration 38Q: 3 clusters Score -4083168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -4083172.250000 Penalty: 5099.664551
	Iteration 39Q: 3 clusters Score -4083172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -4083173.000000 Penalty: 5099.664551
	Iteration 40F: 3 clusters Score -4083173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4083170.500000 Penalty: 5099.664551
	Iteration 41Q: 3 clusters Score -4083170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -4083178.000000 Penalty: 5099.664551
	Iteration 42Q: 3 clusters Score -4083178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -4083179.500000 Penalty: 5099.664551
	Iteration 43Q: 3 clusters Score -4083180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4083183.750000 Penalty: 5099.664551
	Iteration 44Q: 3 clusters Score -4083184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4083196.250000 Penalty: 5099.664551
	Iteration 45Q: 3 clusters Score -4083196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -4083195.750000 Penalty: 5099.664551
	Iteration 46Q: 3 clusters Score -4083196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -4083196.750000 Penalty: 5099.664551
	Iteration 47Q: 3 clusters Score -4083197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -4083198.250000 Penalty: 5099.664551
	Iteration 48Q: 3 clusters Score -4083198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -4083195.750000 Penalty: 5099.664551
	Iteration 49Q: 3 clusters Score -4083196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -4083195.750000 Penalty: 5099.664551
	Iteration 50F: 3 clusters Score -4083196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Entering Unmasked Estep 
Score: -11832145.000000 Penalty: 2816.111572
	Iteration 0F: 2 clusters Score -1.183214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -11774687.000000 Penalty: 5632.223145
	Iteration 0F: 3 clusters Score -1.177469e+07 nChanged 40337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -11797707.000000 Penalty: 5632.223145
	Iteration 1F: 3 clusters Score -1.179771e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -11798750.000000 Penalty: 5632.223145
	Iteration 2Q: 3 clusters Score -1.179875e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -11800172.000000 Penalty: 5632.223145
	Iteration 3Q: 3 clusters Score -1.180017e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -11802558.000000 Penalty: 5632.223145
	Iteration 4F: 3 clusters Score -1.180256e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61427 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -11806711.000000 Penalty: 5632.223145
	Iteration 5F: 3 clusters Score -1.180671e+07 nChanged 7567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68982 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -11813182.000000 Penalty: 5632.223145
	Iteration 6F: 3 clusters Score -1.181318e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76595 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -11820761.000000 Penalty: 5632.223145
	Iteration 7F: 3 clusters Score -1.182076e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81977 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -11826203.000000 Penalty: 5632.223145
	Iteration 8F: 3 clusters Score -1.18262e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84325 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -11828488.000000 Penalty: 5632.223145
	Iteration 9Q: 3 clusters Score -1.182849e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11829204.000000 Penalty: 5632.223145
	Iteration 10Q: 3 clusters Score -1.18292e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85154 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -11829432.000000 Penalty: 5632.223145
	Iteration 11Q: 3 clusters Score -1.182943e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85198 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -11829542.000000 Penalty: 5632.223145
	Iteration 12Q: 3 clusters Score -1.182954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85213 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11829568.000000 Penalty: 5632.223145
	Iteration 13Q: 3 clusters Score -1.182957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85221 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11829581.000000 Penalty: 5632.223145
	Iteration 14Q: 3 clusters Score -1.182958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85225 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -11829589.000000 Penalty: 5632.223145
	Iteration 15Q: 3 clusters Score -1.182959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85226 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11829594.000000 Penalty: 5632.223145
	Iteration 16Q: 3 clusters Score -1.182959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85226 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11829594.000000 Penalty: 5632.223145
	Iteration 17F: 3 clusters Score -1.182959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Entering Unmasked Estep 
Score: -3979729.500000 Penalty: 2552.342773
	Iteration 0F: 2 clusters Score -3979730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3959539.500000 Penalty: 5104.685547
	Iteration 0F: 3 clusters Score -3959540 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -3967124.750000 Penalty: 5104.685547
	Iteration 1F: 3 clusters Score -3967125 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3968288.750000 Penalty: 5104.685547
	Iteration 2F: 3 clusters Score -3968289 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -3969604.250000 Penalty: 5104.685547
	Iteration 3F: 3 clusters Score -3969604 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -3970965.250000 Penalty: 5104.685547
	Iteration 4F: 3 clusters Score -3970965 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -3972143.250000 Penalty: 5104.685547
	Iteration 5F: 3 clusters Score -3972143 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -3972956.750000 Penalty: 5104.685547
	Iteration 6F: 3 clusters Score -3972957 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -3973522.250000 Penalty: 5104.685547
	Iteration 7Q: 3 clusters Score -3973522 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -3973975.500000 Penalty: 5104.685547
	Iteration 8Q: 3 clusters Score -3973976 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3974369.750000 Penalty: 5104.685547
	Iteration 9Q: 3 clusters Score -3974370 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -3974739.750000 Penalty: 5104.685547
	Iteration 10Q: 3 clusters Score -3974740 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -3975104.000000 Penalty: 5104.685547
	Iteration 11Q: 3 clusters Score -3975104 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3975458.250000 Penalty: 5104.685547
	Iteration 12Q: 3 clusters Score -3975458 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -3975810.750000 Penalty: 5104.685547
	Iteration 13Q: 3 clusters Score -3975811 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3976143.500000 Penalty: 5104.685547
	Iteration 14Q: 3 clusters Score -3976144 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3976412.250000 Penalty: 5104.685547
	Iteration 15Q: 3 clusters Score -3976412 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -3976650.500000 Penalty: 5104.685547
	Iteration 16Q: 3 clusters Score -3976650 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3976845.500000 Penalty: 5104.685547
	Iteration 17Q: 3 clusters Score -3976846 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3977013.750000 Penalty: 5104.685547
	Iteration 18Q: 3 clusters Score -3977014 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3977155.250000 Penalty: 5104.685547
	Iteration 19Q: 3 clusters Score -3977155 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3977273.250000 Penalty: 5104.685547
	Iteration 20F: 3 clusters Score -3977273 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3977351.000000 Penalty: 5104.685547
	Iteration 21Q: 3 clusters Score -3977351 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3977410.000000 Penalty: 5104.685547
	Iteration 22Q: 3 clusters Score -3977410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3977438.000000 Penalty: 5104.685547
	Iteration 23Q: 3 clusters Score -3977438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3977455.500000 Penalty: 5104.685547
	Iteration 24Q: 3 clusters Score -3977456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3977479.750000 Penalty: 5104.685547
	Iteration 25Q: 3 clusters Score -3977480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3977489.750000 Penalty: 5104.685547
	Iteration 26Q: 3 clusters Score -3977490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3977509.500000 Penalty: 5104.685547
	Iteration 27Q: 3 clusters Score -3977510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3977517.750000 Penalty: 5104.685547
	Iteration 28Q: 3 clusters Score -3977518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28622 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3977531.000000 Penalty: 5104.685547
	Iteration 29Q: 3 clusters Score -3977531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3977541.000000 Penalty: 5104.685547
	Iteration 30Q: 3 clusters Score -3977541 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3977552.250000 Penalty: 5104.685547
	Iteration 31Q: 3 clusters Score -3977552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3977563.750000 Penalty: 5104.685547
	Iteration 32Q: 3 clusters Score -3977564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3977578.250000 Penalty: 5104.685547
	Iteration 33Q: 3 clusters Score -3977578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3977585.250000 Penalty: 5104.685547
	Iteration 34Q: 3 clusters Score -3977585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3977587.250000 Penalty: 5104.685547
	Iteration 35Q: 3 clusters Score -3977587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3977589.750000 Penalty: 5104.685547
	Iteration 36Q: 3 clusters Score -3977590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3977589.500000 Penalty: 5104.685547
	Iteration 37Q: 3 clusters Score -3977590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28725 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3977598.750000 Penalty: 5104.685547
	Iteration 38Q: 3 clusters Score -3977599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3977601.500000 Penalty: 5104.685547
	Iteration 39Q: 3 clusters Score -3977602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3977597.750000 Penalty: 5104.685547
	Iteration 40F: 3 clusters Score -3977598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (276572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276572 members 
Entering Unmasked Estep 
Score: -38619016.000000 Penalty: 3107.496338
	Iteration 0F: 2 clusters Score -3.861902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138390 members 
Mstep: Class 2 contains 138182 members 
Entering Unmasked Estep 
Score: -38466104.000000 Penalty: 6214.992676
	Iteration 0F: 3 clusters Score -3.84661e+07 nChanged 133836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137620 members 
Mstep: Class 2 contains 138952 members 
Entering Unmasked Estep 
Score: -38545076.000000 Penalty: 6214.992676
	Iteration 1F: 3 clusters Score -3.854508e+07 nChanged 8042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136422 members 
Mstep: Class 2 contains 140150 members 
Entering Unmasked Estep 
Score: -38546728.000000 Penalty: 6214.992676
	Iteration 2Q: 3 clusters Score -3.854673e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134439 members 
Mstep: Class 2 contains 142133 members 
Entering Unmasked Estep 
Score: -38549408.000000 Penalty: 6214.992676
	Iteration 3Q: 3 clusters Score -3.854941e+07 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131458 members 
Mstep: Class 2 contains 145114 members 
Entering Unmasked Estep 
Score: -38553404.000000 Penalty: 6214.992676
	Iteration 4Q: 3 clusters Score -3.85534e+07 nChanged 13885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127175 members 
Mstep: Class 2 contains 149397 members 
Entering Unmasked Estep 
Score: -38559048.000000 Penalty: 6214.992676
	Iteration 5F: 3 clusters Score -3.855905e+07 nChanged 15804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121827 members 
Mstep: Class 2 contains 154745 members 
Entering Unmasked Estep 
Score: -38566036.000000 Penalty: 6214.992676
	Iteration 6F: 3 clusters Score -3.856604e+07 nChanged 16438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115883 members 
Mstep: Class 2 contains 160689 members 
Entering Unmasked Estep 
Score: -38573336.000000 Penalty: 6214.992676
	Iteration 7F: 3 clusters Score -3.857334e+07 nChanged 15484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109791 members 
Mstep: Class 2 contains 166781 members 
Entering Unmasked Estep 
Score: -38580208.000000 Penalty: 6214.992676
	Iteration 8F: 3 clusters Score -3.858021e+07 nChanged 13918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103315 members 
Mstep: Class 2 contains 173257 members 
Entering Unmasked Estep 
Score: -38585576.000000 Penalty: 6214.992676
	Iteration 9F: 3 clusters Score -3.858558e+07 nChanged 12005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96286 members 
Mstep: Class 2 contains 180286 members 
Entering Unmasked Estep 
Score: -38589776.000000 Penalty: 6214.992676
	Iteration 10Q: 3 clusters Score -3.858978e+07 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88521 members 
Mstep: Class 2 contains 188051 members 
Entering Unmasked Estep 
Score: -38593676.000000 Penalty: 6214.992676
	Iteration 11Q: 3 clusters Score -3.859368e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79731 members 
Mstep: Class 2 contains 196841 members 
Entering Unmasked Estep 
Score: -38597584.000000 Penalty: 6214.992676
	Iteration 12Q: 3 clusters Score -3.859758e+07 nChanged 10101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 206678 members 
Entering Unmasked Estep 
Score: -38602032.000000 Penalty: 6214.992676
	Iteration 13Q: 3 clusters Score -3.860203e+07 nChanged 10818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 217446 members 
Entering Unmasked Estep 
Score: -38607264.000000 Penalty: 6214.992676
	Iteration 14Q: 3 clusters Score -3.860726e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 228915 members 
Entering Unmasked Estep 
Score: -38612980.000000 Penalty: 6214.992676
	Iteration 15Q: 3 clusters Score -3.861298e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 240347 members 
Entering Unmasked Estep 
Score: -38619096.000000 Penalty: 6214.992676
	Iteration 16Q: 3 clusters Score -3.86191e+07 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 251787 members 
Entering Unmasked Estep 
Score: -38622400.000000 Penalty: 6214.992676
	Iteration 17Q: 3 clusters Score -3.86224e+07 nChanged 10221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 262008 members 
Entering Unmasked Estep 
Score: -38621540.000000 Penalty: 6214.992676
	Iteration 18Q: 3 clusters Score -3.862154e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 269258 members 
Entering Unmasked Estep 
Score: -38619296.000000 Penalty: 6214.992676
	Iteration 19Q: 3 clusters Score -3.86193e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 273210 members 
Entering Unmasked Estep 
Score: -38617680.000000 Penalty: 6214.992676
	Iteration 20F: 3 clusters Score -3.861768e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 274874 members 
Entering Unmasked Estep 
Score: -38617016.000000 Penalty: 6214.992676
	Iteration 21Q: 3 clusters Score -3.861702e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 275515 members 
Entering Unmasked Estep 
Score: -38616764.000000 Penalty: 6214.992676
	Iteration 22Q: 3 clusters Score -3.861676e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 275804 members 
Entering Unmasked Estep 
Score: -38616808.000000 Penalty: 6214.992676
	Iteration 23Q: 3 clusters Score -3.861681e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 275926 members 
Entering Unmasked Estep 
Score: -38616776.000000 Penalty: 6214.992676
	Iteration 24Q: 3 clusters Score -3.861678e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 275986 members 
Entering Unmasked Estep 
Score: -38616768.000000 Penalty: 6214.992676
	Iteration 25Q: 3 clusters Score -3.861677e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 276028 members 
Entering Unmasked Estep 
Score: -38616752.000000 Penalty: 6214.992676
	Iteration 26Q: 3 clusters Score -3.861675e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 276061 members 
Entering Unmasked Estep 
Score: -38616712.000000 Penalty: 6214.992676
	Iteration 27Q: 3 clusters Score -3.861671e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 276084 members 
Entering Unmasked Estep 
Score: -38616748.000000 Penalty: 6214.992676
	Iteration 28Q: 3 clusters Score -3.861675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 276096 members 
Entering Unmasked Estep 
Score: -38616732.000000 Penalty: 6214.992676
	Iteration 29Q: 3 clusters Score -3.861673e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 276103 members 
Entering Unmasked Estep 
Score: -38616740.000000 Penalty: 6214.992676
	Iteration 30Q: 3 clusters Score -3.861674e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 276111 members 
Entering Unmasked Estep 
Score: -38616756.000000 Penalty: 6214.992676
	Iteration 31Q: 3 clusters Score -3.861676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 276115 members 
Entering Unmasked Estep 
Score: -38616756.000000 Penalty: 6214.992676
	Iteration 32Q: 3 clusters Score -3.861676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 276118 members 
Entering Unmasked Estep 
Score: -38616744.000000 Penalty: 6214.992676
	Iteration 33Q: 3 clusters Score -3.861674e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 276120 members 
Entering Unmasked Estep 
Score: -38616760.000000 Penalty: 6214.992676
	Iteration 34Q: 3 clusters Score -3.861676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 276123 members 
Entering Unmasked Estep 
Score: -38616756.000000 Penalty: 6214.992676
	Iteration 35Q: 3 clusters Score -3.861676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 276127 members 
Entering Unmasked Estep 
Score: -38616764.000000 Penalty: 6214.992676
	Iteration 36Q: 3 clusters Score -3.861676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 276128 members 
Entering Unmasked Estep 
Score: -38616752.000000 Penalty: 6214.992676
	Iteration 37Q: 3 clusters Score -3.861675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 276129 members 
Entering Unmasked Estep 
Score: -38616748.000000 Penalty: 6214.992676
	Iteration 38Q: 3 clusters Score -3.861675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 276132 members 
Entering Unmasked Estep 
Score: -38616752.000000 Penalty: 6214.992676
	Iteration 39Q: 3 clusters Score -3.861675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 276131 members 
Entering Unmasked Estep 
Score: -38616752.000000 Penalty: 6214.992676
	Iteration 40F: 3 clusters Score -3.861675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 276131 members 
Entering Unmasked Estep 
Score: -38616760.000000 Penalty: 6214.992676
	Iteration 41Q: 3 clusters Score -3.861676e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 276130 members 
Entering Unmasked Estep 
Score: -38616772.000000 Penalty: 6214.992676
	Iteration 42Q: 3 clusters Score -3.861677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 276132 members 
Entering Unmasked Estep 
Score: -38616764.000000 Penalty: 6214.992676
	Iteration 43Q: 3 clusters Score -3.861676e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 276132 members 
Entering Unmasked Estep 
Score: -38616764.000000 Penalty: 6214.992676
	Iteration 44F: 3 clusters Score -3.861676e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -154387.796875 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -154387.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152355.234375 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -152355.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152637.328125 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -152637.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -152723.968750 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -152724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152776.375000 Penalty: 3490.801514
	Iteration 3Q: 3 clusters Score -152776.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152816.421875 Penalty: 3490.801514
	Iteration 4Q: 3 clusters Score -152816.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152838.812500 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -152838.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -152870.906250 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -152870.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -152905.671875 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -152905.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -152927.171875 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -152927.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -152943.031250 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -152943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -152951.640625 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -152951.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -152960.843750 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -152960.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152971.062500 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -152971.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -152978.046875 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -152978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -152985.265625 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -152985.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -152989.078125 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -152989.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -152991.281250 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -152991.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -152993.218750 Penalty: 3490.801514
	Iteration 17Q: 3 clusters Score -152993.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -152996.906250 Penalty: 3490.801514
	Iteration 18Q: 3 clusters Score -152996.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -152999.046875 Penalty: 3490.801514
	Iteration 19Q: 3 clusters Score -152999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -152999.890625 Penalty: 3490.801514
	Iteration 20F: 3 clusters Score -152999.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Entering Unmasked Estep 
Score: -3156043.750000 Penalty: 2499.580322
	Iteration 0F: 2 clusters Score -3156044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -3139480.750000 Penalty: 4999.160645
	Iteration 0F: 3 clusters Score -3139481 nChanged 10545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -3145157.500000 Penalty: 4999.160645
	Iteration 1F: 3 clusters Score -3145158 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3145600.500000 Penalty: 4999.160645
	Iteration 2F: 3 clusters Score -3145600 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -3145962.250000 Penalty: 4999.160645
	Iteration 3Q: 3 clusters Score -3145962 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -3146325.750000 Penalty: 4999.160645
	Iteration 4Q: 3 clusters Score -3146326 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -3146567.000000 Penalty: 4999.160645
	Iteration 5Q: 3 clusters Score -3146567 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3146845.000000 Penalty: 4999.160645
	Iteration 6Q: 3 clusters Score -3146845 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3147077.500000 Penalty: 4999.160645
	Iteration 7Q: 3 clusters Score -3147078 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3147302.500000 Penalty: 4999.160645
	Iteration 8Q: 3 clusters Score -3147302 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3147590.500000 Penalty: 4999.160645
	Iteration 9Q: 3 clusters Score -3147590 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3147940.250000 Penalty: 4999.160645
	Iteration 10Q: 3 clusters Score -3147940 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3148356.750000 Penalty: 4999.160645
	Iteration 11Q: 3 clusters Score -3148357 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3148857.000000 Penalty: 4999.160645
	Iteration 12Q: 3 clusters Score -3148857 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3149473.500000 Penalty: 4999.160645
	Iteration 13Q: 3 clusters Score -3149474 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -3150168.750000 Penalty: 4999.160645
	Iteration 14Q: 3 clusters Score -3150169 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3150913.750000 Penalty: 4999.160645
	Iteration 15Q: 3 clusters Score -3150914 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -3151617.000000 Penalty: 4999.160645
	Iteration 16Q: 3 clusters Score -3151617 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -3152246.750000 Penalty: 4999.160645
	Iteration 17Q: 3 clusters Score -3152247 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3152781.250000 Penalty: 4999.160645
	Iteration 18Q: 3 clusters Score -3152781 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -3153167.500000 Penalty: 4999.160645
	Iteration 19Q: 3 clusters Score -3153168 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3153499.000000 Penalty: 4999.160645
	Iteration 20F: 3 clusters Score -3153499 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -3153726.500000 Penalty: 4999.160645
	Iteration 21Q: 3 clusters Score -3153726 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3153846.000000 Penalty: 4999.160645
	Iteration 22Q: 3 clusters Score -3153846 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -3153952.250000 Penalty: 4999.160645
	Iteration 23Q: 3 clusters Score -3153952 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -3154020.750000 Penalty: 4999.160645
	Iteration 24Q: 3 clusters Score -3154021 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -3154067.000000 Penalty: 4999.160645
	Iteration 25Q: 3 clusters Score -3154067 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -3154091.000000 Penalty: 4999.160645
	Iteration 26Q: 3 clusters Score -3154091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -3154111.750000 Penalty: 4999.160645
	Iteration 27Q: 3 clusters Score -3154112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3154139.250000 Penalty: 4999.160645
	Iteration 28Q: 3 clusters Score -3154139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -3154167.000000 Penalty: 4999.160645
	Iteration 29Q: 3 clusters Score -3154167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3154182.000000 Penalty: 4999.160645
	Iteration 30Q: 3 clusters Score -3154182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3154197.750000 Penalty: 4999.160645
	Iteration 31Q: 3 clusters Score -3154198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -3154202.250000 Penalty: 4999.160645
	Iteration 32Q: 3 clusters Score -3154202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3154218.000000 Penalty: 4999.160645
	Iteration 33Q: 3 clusters Score -3154218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3154224.250000 Penalty: 4999.160645
	Iteration 34Q: 3 clusters Score -3154224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -3154227.750000 Penalty: 4999.160645
	Iteration 35Q: 3 clusters Score -3154228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3154234.000000 Penalty: 4999.160645
	Iteration 36Q: 3 clusters Score -3154234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3154240.750000 Penalty: 4999.160645
	Iteration 37Q: 3 clusters Score -3154241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -3154244.250000 Penalty: 4999.160645
	Iteration 38Q: 3 clusters Score -3154244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -3154246.250000 Penalty: 4999.160645
	Iteration 39Q: 3 clusters Score -3154246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3154250.750000 Penalty: 4999.160645
	Iteration 40F: 3 clusters Score -3154251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3154256.000000 Penalty: 4999.160645
	Iteration 41Q: 3 clusters Score -3154256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3154265.500000 Penalty: 4999.160645
	Iteration 42Q: 3 clusters Score -3154266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -3154266.250000 Penalty: 4999.160645
	Iteration 43Q: 3 clusters Score -3154266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -3154264.000000 Penalty: 4999.160645
	Iteration 44Q: 3 clusters Score -3154264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3154262.250000 Penalty: 4999.160645
	Iteration 45Q: 3 clusters Score -3154262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -3154264.000000 Penalty: 4999.160645
	Iteration 46Q: 3 clusters Score -3154264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3154263.750000 Penalty: 4999.160645
	Iteration 47Q: 3 clusters Score -3154264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -3154263.750000 Penalty: 4999.160645
	Iteration 48F: 3 clusters Score -3154264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Entering Unmasked Estep 
Score: -1475973.500000 Penalty: 2315.547363
	Iteration 0F: 2 clusters Score -1475974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1467468.125000 Penalty: 4631.094727
	Iteration 0F: 3 clusters Score -1467468 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1470060.250000 Penalty: 4631.094727
	Iteration 1F: 3 clusters Score -1470060 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1470390.500000 Penalty: 4631.094727
	Iteration 2F: 3 clusters Score -1470390 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1470674.500000 Penalty: 4631.094727
	Iteration 3F: 3 clusters Score -1470674 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1470891.125000 Penalty: 4631.094727
	Iteration 4Q: 3 clusters Score -1470891 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1471069.125000 Penalty: 4631.094727
	Iteration 5Q: 3 clusters Score -1471069 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1471233.250000 Penalty: 4631.094727
	Iteration 6Q: 3 clusters Score -1471233 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1471405.250000 Penalty: 4631.094727
	Iteration 7Q: 3 clusters Score -1471405 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1471564.875000 Penalty: 4631.094727
	Iteration 8Q: 3 clusters Score -1471565 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1471770.000000 Penalty: 4631.094727
	Iteration 9Q: 3 clusters Score -1471770 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1471974.000000 Penalty: 4631.094727
	Iteration 10Q: 3 clusters Score -1471974 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1472217.375000 Penalty: 4631.094727
	Iteration 11Q: 3 clusters Score -1472217 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1472505.375000 Penalty: 4631.094727
	Iteration 12Q: 3 clusters Score -1472505 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1472781.875000 Penalty: 4631.094727
	Iteration 13Q: 3 clusters Score -1472782 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1473040.250000 Penalty: 4631.094727
	Iteration 14Q: 3 clusters Score -1473040 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1473274.750000 Penalty: 4631.094727
	Iteration 15Q: 3 clusters Score -1473275 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1473497.375000 Penalty: 4631.094727
	Iteration 16Q: 3 clusters Score -1473497 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1473673.125000 Penalty: 4631.094727
	Iteration 17Q: 3 clusters Score -1473673 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1473816.000000 Penalty: 4631.094727
	Iteration 18Q: 3 clusters Score -1473816 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1473936.375000 Penalty: 4631.094727
	Iteration 19Q: 3 clusters Score -1473936 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1474030.250000 Penalty: 4631.094727
	Iteration 20F: 3 clusters Score -1474030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1474098.375000 Penalty: 4631.094727
	Iteration 21Q: 3 clusters Score -1474098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1474149.750000 Penalty: 4631.094727
	Iteration 22Q: 3 clusters Score -1474150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1474190.750000 Penalty: 4631.094727
	Iteration 23Q: 3 clusters Score -1474191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1474220.125000 Penalty: 4631.094727
	Iteration 24Q: 3 clusters Score -1474220 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1474254.000000 Penalty: 4631.094727
	Iteration 25Q: 3 clusters Score -1474254 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1474277.250000 Penalty: 4631.094727
	Iteration 26Q: 3 clusters Score -1474277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1474291.125000 Penalty: 4631.094727
	Iteration 27Q: 3 clusters Score -1474291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1474312.000000 Penalty: 4631.094727
	Iteration 28Q: 3 clusters Score -1474312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1474331.875000 Penalty: 4631.094727
	Iteration 29Q: 3 clusters Score -1474332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1474348.625000 Penalty: 4631.094727
	Iteration 30Q: 3 clusters Score -1474349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1474356.375000 Penalty: 4631.094727
	Iteration 31Q: 3 clusters Score -1474356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1474363.750000 Penalty: 4631.094727
	Iteration 32Q: 3 clusters Score -1474364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1474368.500000 Penalty: 4631.094727
	Iteration 33Q: 3 clusters Score -1474368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1474377.625000 Penalty: 4631.094727
	Iteration 34Q: 3 clusters Score -1474378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1474385.750000 Penalty: 4631.094727
	Iteration 35Q: 3 clusters Score -1474386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1474388.125000 Penalty: 4631.094727
	Iteration 36Q: 3 clusters Score -1474388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1474393.250000 Penalty: 4631.094727
	Iteration 37Q: 3 clusters Score -1474393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1474396.875000 Penalty: 4631.094727
	Iteration 38Q: 3 clusters Score -1474397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1474398.625000 Penalty: 4631.094727
	Iteration 39Q: 3 clusters Score -1474399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1474398.625000 Penalty: 4631.094727
	Iteration 40F: 3 clusters Score -1474399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Entering Unmasked Estep 
Score: -3223514.750000 Penalty: 2518.898682
	Iteration 0F: 2 clusters Score -3223515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3205786.250000 Penalty: 5037.797363
	Iteration 0F: 3 clusters Score -3205786 nChanged 11515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -3212469.000000 Penalty: 5037.797363
	Iteration 1F: 3 clusters Score -3212469 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -3213751.000000 Penalty: 5037.797363
	Iteration 2F: 3 clusters Score -3213751 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -3215141.250000 Penalty: 5037.797363
	Iteration 3F: 3 clusters Score -3215141 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -3216489.500000 Penalty: 5037.797363
	Iteration 4F: 3 clusters Score -3216490 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3217619.500000 Penalty: 5037.797363
	Iteration 5F: 3 clusters Score -3217620 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3218380.500000 Penalty: 5037.797363
	Iteration 6F: 3 clusters Score -3218380 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3218895.750000 Penalty: 5037.797363
	Iteration 7Q: 3 clusters Score -3218896 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3219260.000000 Penalty: 5037.797363
	Iteration 8Q: 3 clusters Score -3219260 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -3219517.500000 Penalty: 5037.797363
	Iteration 9Q: 3 clusters Score -3219518 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -3219737.250000 Penalty: 5037.797363
	Iteration 10Q: 3 clusters Score -3219737 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3219921.250000 Penalty: 5037.797363
	Iteration 11Q: 3 clusters Score -3219921 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -3220061.750000 Penalty: 5037.797363
	Iteration 12Q: 3 clusters Score -3220062 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -3220192.500000 Penalty: 5037.797363
	Iteration 13Q: 3 clusters Score -3220192 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -3220278.250000 Penalty: 5037.797363
	Iteration 14Q: 3 clusters Score -3220278 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -3220343.750000 Penalty: 5037.797363
	Iteration 15Q: 3 clusters Score -3220344 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -3220439.000000 Penalty: 5037.797363
	Iteration 16Q: 3 clusters Score -3220439 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -3220523.750000 Penalty: 5037.797363
	Iteration 17Q: 3 clusters Score -3220524 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -3220610.500000 Penalty: 5037.797363
	Iteration 18Q: 3 clusters Score -3220610 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3220689.250000 Penalty: 5037.797363
	Iteration 19Q: 3 clusters Score -3220689 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -3220761.000000 Penalty: 5037.797363
	Iteration 20F: 3 clusters Score -3220761 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -3220835.000000 Penalty: 5037.797363
	Iteration 21Q: 3 clusters Score -3220835 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3220930.000000 Penalty: 5037.797363
	Iteration 22Q: 3 clusters Score -3220930 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3221060.250000 Penalty: 5037.797363
	Iteration 23Q: 3 clusters Score -3221060 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3221205.750000 Penalty: 5037.797363
	Iteration 24Q: 3 clusters Score -3221206 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -3221329.000000 Penalty: 5037.797363
	Iteration 25Q: 3 clusters Score -3221329 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -3221408.000000 Penalty: 5037.797363
	Iteration 26Q: 3 clusters Score -3221408 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3221454.500000 Penalty: 5037.797363
	Iteration 27Q: 3 clusters Score -3221454 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -3221497.500000 Penalty: 5037.797363
	Iteration 28Q: 3 clusters Score -3221498 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -3221527.000000 Penalty: 5037.797363
	Iteration 29Q: 3 clusters Score -3221527 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3221559.250000 Penalty: 5037.797363
	Iteration 30Q: 3 clusters Score -3221559 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -3221599.500000 Penalty: 5037.797363
	Iteration 31Q: 3 clusters Score -3221600 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3221614.250000 Penalty: 5037.797363
	Iteration 32Q: 3 clusters Score -3221614 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3221644.250000 Penalty: 5037.797363
	Iteration 33Q: 3 clusters Score -3221644 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -3221663.500000 Penalty: 5037.797363
	Iteration 34Q: 3 clusters Score -3221664 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3221689.750000 Penalty: 5037.797363
	Iteration 35Q: 3 clusters Score -3221690 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3221732.250000 Penalty: 5037.797363
	Iteration 36Q: 3 clusters Score -3221732 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3221754.000000 Penalty: 5037.797363
	Iteration 37Q: 3 clusters Score -3221754 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -3221777.500000 Penalty: 5037.797363
	Iteration 38Q: 3 clusters Score -3221778 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3221804.000000 Penalty: 5037.797363
	Iteration 39Q: 3 clusters Score -3221804 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3221826.000000 Penalty: 5037.797363
	Iteration 40F: 3 clusters Score -3221826 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3221838.750000 Penalty: 5037.797363
	Iteration 41Q: 3 clusters Score -3221839 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -3221859.250000 Penalty: 5037.797363
	Iteration 42Q: 3 clusters Score -3221859 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3221888.750000 Penalty: 5037.797363
	Iteration 43Q: 3 clusters Score -3221889 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3221907.000000 Penalty: 5037.797363
	Iteration 44Q: 3 clusters Score -3221907 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3221919.000000 Penalty: 5037.797363
	Iteration 45Q: 3 clusters Score -3221919 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -3221936.000000 Penalty: 5037.797363
	Iteration 46Q: 3 clusters Score -3221936 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3221940.750000 Penalty: 5037.797363
	Iteration 47Q: 3 clusters Score -3221941 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3221961.000000 Penalty: 5037.797363
	Iteration 48Q: 3 clusters Score -3221961 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -3221967.000000 Penalty: 5037.797363
	Iteration 49Q: 3 clusters Score -3221967 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3221976.250000 Penalty: 5037.797363
	Iteration 50Q: 3 clusters Score -3221976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -3221967.500000 Penalty: 5037.797363
	Iteration 51Q: 3 clusters Score -3221968 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3221985.250000 Penalty: 5037.797363
	Iteration 52Q: 3 clusters Score -3221985 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3221993.250000 Penalty: 5037.797363
	Iteration 53Q: 3 clusters Score -3221993 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3222015.000000 Penalty: 5037.797363
	Iteration 54Q: 3 clusters Score -3222015 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -3222029.500000 Penalty: 5037.797363
	Iteration 55Q: 3 clusters Score -3222030 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3222034.500000 Penalty: 5037.797363
	Iteration 56Q: 3 clusters Score -3222034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3222048.500000 Penalty: 5037.797363
	Iteration 57Q: 3 clusters Score -3222048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -3222044.250000 Penalty: 5037.797363
	Iteration 58Q: 3 clusters Score -3222044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3222060.250000 Penalty: 5037.797363
	Iteration 59Q: 3 clusters Score -3222060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3222065.000000 Penalty: 5037.797363
	Iteration 60F: 3 clusters Score -3222065 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3222077.250000 Penalty: 5037.797363
	Iteration 61Q: 3 clusters Score -3222077 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3222085.750000 Penalty: 5037.797363
	Iteration 62Q: 3 clusters Score -3222086 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -3222090.250000 Penalty: 5037.797363
	Iteration 63Q: 3 clusters Score -3222090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3222106.750000 Penalty: 5037.797363
	Iteration 64Q: 3 clusters Score -3222107 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3222121.000000 Penalty: 5037.797363
	Iteration 65Q: 3 clusters Score -3222121 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3222137.500000 Penalty: 5037.797363
	Iteration 66Q: 3 clusters Score -3222138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3222150.750000 Penalty: 5037.797363
	Iteration 67Q: 3 clusters Score -3222151 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -3222156.750000 Penalty: 5037.797363
	Iteration 68Q: 3 clusters Score -3222157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3222164.750000 Penalty: 5037.797363
	Iteration 69Q: 3 clusters Score -3222165 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3222166.500000 Penalty: 5037.797363
	Iteration 70Q: 3 clusters Score -3222166 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23609 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3222181.750000 Penalty: 5037.797363
	Iteration 71Q: 3 clusters Score -3222182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3222193.250000 Penalty: 5037.797363
	Iteration 72Q: 3 clusters Score -3222193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3222192.500000 Penalty: 5037.797363
	Iteration 73Q: 3 clusters Score -3222192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3222197.000000 Penalty: 5037.797363
	Iteration 74Q: 3 clusters Score -3222197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -3222204.500000 Penalty: 5037.797363
	Iteration 75Q: 3 clusters Score -3222204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -3222218.000000 Penalty: 5037.797363
	Iteration 76Q: 3 clusters Score -3222218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -3222227.000000 Penalty: 5037.797363
	Iteration 77Q: 3 clusters Score -3222227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3222245.250000 Penalty: 5037.797363
	Iteration 78Q: 3 clusters Score -3222245 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3222268.500000 Penalty: 5037.797363
	Iteration 79Q: 3 clusters Score -3222268 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3222297.500000 Penalty: 5037.797363
	Iteration 80F: 3 clusters Score -3222298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3222323.250000 Penalty: 5037.797363
	Iteration 81Q: 3 clusters Score -3222323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3222346.500000 Penalty: 5037.797363
	Iteration 82Q: 3 clusters Score -3222346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3222369.000000 Penalty: 5037.797363
	Iteration 83Q: 3 clusters Score -3222369 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -3222380.500000 Penalty: 5037.797363
	Iteration 84Q: 3 clusters Score -3222380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3222402.000000 Penalty: 5037.797363
	Iteration 85Q: 3 clusters Score -3222402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3222407.500000 Penalty: 5037.797363
	Iteration 86Q: 3 clusters Score -3222408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -3222416.500000 Penalty: 5037.797363
	Iteration 87Q: 3 clusters Score -3222416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3222432.500000 Penalty: 5037.797363
	Iteration 88Q: 3 clusters Score -3222432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3222437.000000 Penalty: 5037.797363
	Iteration 89Q: 3 clusters Score -3222437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3222441.250000 Penalty: 5037.797363
	Iteration 90Q: 3 clusters Score -3222441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3222440.500000 Penalty: 5037.797363
	Iteration 91Q: 3 clusters Score -3222440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -3222445.500000 Penalty: 5037.797363
	Iteration 92Q: 3 clusters Score -3222446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3222450.000000 Penalty: 5037.797363
	Iteration 93Q: 3 clusters Score -3222450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3222457.000000 Penalty: 5037.797363
	Iteration 94Q: 3 clusters Score -3222457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3222464.500000 Penalty: 5037.797363
	Iteration 95Q: 3 clusters Score -3222464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3222461.250000 Penalty: 5037.797363
	Iteration 96Q: 3 clusters Score -3222461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -3222459.250000 Penalty: 5037.797363
	Iteration 97Q: 3 clusters Score -3222459 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3222459.750000 Penalty: 5037.797363
	Iteration 98Q: 3 clusters Score -3222460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3222464.000000 Penalty: 5037.797363
	Iteration 99Q: 3 clusters Score -3222464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3222461.000000 Penalty: 5037.797363
	Iteration 100F: 3 clusters Score -3222461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3222463.250000 Penalty: 5037.797363
	Iteration 101Q: 3 clusters Score -3222463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3222464.250000 Penalty: 5037.797363
	Iteration 102Q: 3 clusters Score -3222464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -3222467.750000 Penalty: 5037.797363
	Iteration 103Q: 3 clusters Score -3222468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3222467.250000 Penalty: 5037.797363
	Iteration 104Q: 3 clusters Score -3222467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3222470.500000 Penalty: 5037.797363
	Iteration 105Q: 3 clusters Score -3222470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3222469.500000 Penalty: 5037.797363
	Iteration 106Q: 3 clusters Score -3222470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3222470.250000 Penalty: 5037.797363
	Iteration 107Q: 3 clusters Score -3222470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3222466.250000 Penalty: 5037.797363
	Iteration 108Q: 3 clusters Score -3222466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -3222466.250000 Penalty: 5037.797363
	Iteration 109F: 3 clusters Score -3222466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (144840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144840 members 
Entering Unmasked Estep 
Score: -19867056.000000 Penalty: 2947.079346
	Iteration 0F: 2 clusters Score -1.986706e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72120 members 
Mstep: Class 2 contains 72720 members 
Entering Unmasked Estep 
Score: -19771590.000000 Penalty: 5894.158691
	Iteration 0F: 3 clusters Score -1.977159e+07 nChanged 69059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -19813760.000000 Penalty: 5894.158691
	Iteration 1F: 3 clusters Score -1.981376e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61593 members 
Mstep: Class 2 contains 83247 members 
Entering Unmasked Estep 
Score: -19817206.000000 Penalty: 5894.158691
	Iteration 2F: 3 clusters Score -1.981721e+07 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 89466 members 
Entering Unmasked Estep 
Score: -19822236.000000 Penalty: 5894.158691
	Iteration 3F: 3 clusters Score -1.982224e+07 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 97412 members 
Entering Unmasked Estep 
Score: -19829050.000000 Penalty: 5894.158691
	Iteration 4F: 3 clusters Score -1.982905e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 106260 members 
Entering Unmasked Estep 
Score: -19836752.000000 Penalty: 5894.158691
	Iteration 5F: 3 clusters Score -1.983675e+07 nChanged 9994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29866 members 
Mstep: Class 2 contains 114974 members 
Entering Unmasked Estep 
Score: -19843928.000000 Penalty: 5894.158691
	Iteration 6F: 3 clusters Score -1.984393e+07 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 122902 members 
Entering Unmasked Estep 
Score: -19850250.000000 Penalty: 5894.158691
	Iteration 7F: 3 clusters Score -1.985025e+07 nChanged 6900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 129676 members 
Entering Unmasked Estep 
Score: -19855466.000000 Penalty: 5894.158691
	Iteration 8Q: 3 clusters Score -1.985547e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 135015 members 
Entering Unmasked Estep 
Score: -19859374.000000 Penalty: 5894.158691
	Iteration 9Q: 3 clusters Score -1.985937e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 138611 members 
Entering Unmasked Estep 
Score: -19861862.000000 Penalty: 5894.158691
	Iteration 10Q: 3 clusters Score -1.986186e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 140727 members 
Entering Unmasked Estep 
Score: -19863142.000000 Penalty: 5894.158691
	Iteration 11Q: 3 clusters Score -1.986314e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 141888 members 
Entering Unmasked Estep 
Score: -19863766.000000 Penalty: 5894.158691
	Iteration 12Q: 3 clusters Score -1.986377e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 142543 members 
Entering Unmasked Estep 
Score: -19864112.000000 Penalty: 5894.158691
	Iteration 13Q: 3 clusters Score -1.986411e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 142959 members 
Entering Unmasked Estep 
Score: -19864300.000000 Penalty: 5894.158691
	Iteration 14Q: 3 clusters Score -1.98643e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 143189 members 
Entering Unmasked Estep 
Score: -19864460.000000 Penalty: 5894.158691
	Iteration 15Q: 3 clusters Score -1.986446e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 143343 members 
Entering Unmasked Estep 
Score: -19864554.000000 Penalty: 5894.158691
	Iteration 16Q: 3 clusters Score -1.986455e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 143464 members 
Entering Unmasked Estep 
Score: -19864624.000000 Penalty: 5894.158691
	Iteration 17Q: 3 clusters Score -1.986462e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 143542 members 
Entering Unmasked Estep 
Score: -19864636.000000 Penalty: 5894.158691
	Iteration 18Q: 3 clusters Score -1.986464e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 143593 members 
Entering Unmasked Estep 
Score: -19864636.000000 Penalty: 5894.158691
	Iteration 19Q: 3 clusters Score -1.986464e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 143634 members 
Entering Unmasked Estep 
Score: -19864658.000000 Penalty: 5894.158691
	Iteration 20F: 3 clusters Score -1.986466e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 143676 members 
Entering Unmasked Estep 
Score: -19864680.000000 Penalty: 5894.158691
	Iteration 21Q: 3 clusters Score -1.986468e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 143714 members 
Entering Unmasked Estep 
Score: -19864748.000000 Penalty: 5894.158691
	Iteration 22Q: 3 clusters Score -1.986475e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 143745 members 
Entering Unmasked Estep 
Score: -19864764.000000 Penalty: 5894.158691
	Iteration 23Q: 3 clusters Score -1.986476e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 143775 members 
Entering Unmasked Estep 
Score: -19864770.000000 Penalty: 5894.158691
	Iteration 24Q: 3 clusters Score -1.986477e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 143796 members 
Entering Unmasked Estep 
Score: -19864788.000000 Penalty: 5894.158691
	Iteration 25Q: 3 clusters Score -1.986479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 143808 members 
Entering Unmasked Estep 
Score: -19864788.000000 Penalty: 5894.158691
	Iteration 26Q: 3 clusters Score -1.986479e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 143817 members 
Entering Unmasked Estep 
Score: -19864798.000000 Penalty: 5894.158691
	Iteration 27Q: 3 clusters Score -1.98648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 143825 members 
Entering Unmasked Estep 
Score: -19864790.000000 Penalty: 5894.158691
	Iteration 28Q: 3 clusters Score -1.986479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 143829 members 
Entering Unmasked Estep 
Score: -19864810.000000 Penalty: 5894.158691
	Iteration 29Q: 3 clusters Score -1.986481e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 143833 members 
Entering Unmasked Estep 
Score: -19864806.000000 Penalty: 5894.158691
	Iteration 30Q: 3 clusters Score -1.986481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 143836 members 
Entering Unmasked Estep 
Score: -19864804.000000 Penalty: 5894.158691
	Iteration 31Q: 3 clusters Score -1.98648e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 143836 members 
Entering Unmasked Estep 
Score: -19864804.000000 Penalty: 5894.158691
	Iteration 32F: 3 clusters Score -1.98648e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -29053.767578 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -29053.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27869.933594 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -27869.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27914.951172 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -27914.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27924.048828 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -27924.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27948.041016 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -27948.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -27969.806641 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -27969.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -27980.607422 Penalty: 2710.060547
	Iteration 5Q: 3 clusters Score -27980.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -27992.701172 Penalty: 2710.060547
	Iteration 6Q: 3 clusters Score -27992.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28026.941406 Penalty: 2710.060547
	Iteration 7Q: 3 clusters Score -28026.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28056.271484 Penalty: 2710.060547
	Iteration 8Q: 3 clusters Score -28056.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -28056.271484 Penalty: 2710.060547
	Iteration 9F: 3 clusters Score -28056.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Entering Unmasked Estep 
Score: -1012325.750000 Penalty: 2205.776123
	Iteration 0F: 2 clusters Score -1012326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1006299.937500 Penalty: 4411.552246
	Iteration 0F: 3 clusters Score -1006300 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1007889.500000 Penalty: 4411.552246
	Iteration 1F: 3 clusters Score -1007890 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1008171.125000 Penalty: 4411.552246
	Iteration 2F: 3 clusters Score -1008171 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1008416.750000 Penalty: 4411.552246
	Iteration 3F: 3 clusters Score -1008417 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1008668.750000 Penalty: 4411.552246
	Iteration 4F: 3 clusters Score -1008669 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1009034.187500 Penalty: 4411.552246
	Iteration 5F: 3 clusters Score -1009034 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1009493.312500 Penalty: 4411.552246
	Iteration 6F: 3 clusters Score -1009493 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1009987.062500 Penalty: 4411.552246
	Iteration 7F: 3 clusters Score -1009987 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1010420.937500 Penalty: 4411.552246
	Iteration 8F: 3 clusters Score -1010421 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1010753.375000 Penalty: 4411.552246
	Iteration 9F: 3 clusters Score -1010753 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1010967.625000 Penalty: 4411.552246
	Iteration 10Q: 3 clusters Score -1010968 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1011097.000000 Penalty: 4411.552246
	Iteration 11Q: 3 clusters Score -1011097 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1011200.812500 Penalty: 4411.552246
	Iteration 12Q: 3 clusters Score -1011201 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1011272.500000 Penalty: 4411.552246
	Iteration 13Q: 3 clusters Score -1011272 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1011325.000000 Penalty: 4411.552246
	Iteration 14Q: 3 clusters Score -1011325 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1011358.125000 Penalty: 4411.552246
	Iteration 15Q: 3 clusters Score -1011358 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1011391.375000 Penalty: 4411.552246
	Iteration 16Q: 3 clusters Score -1011391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1011408.812500 Penalty: 4411.552246
	Iteration 17Q: 3 clusters Score -1011409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1011419.687500 Penalty: 4411.552246
	Iteration 18Q: 3 clusters Score -1011420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1011425.312500 Penalty: 4411.552246
	Iteration 19Q: 3 clusters Score -1011425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1011428.562500 Penalty: 4411.552246
	Iteration 20F: 3 clusters Score -1011429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1011428.625000 Penalty: 4411.552246
	Iteration 21Q: 3 clusters Score -1011429 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1011428.062500 Penalty: 4411.552246
	Iteration 22Q: 3 clusters Score -1011428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1011431.500000 Penalty: 4411.552246
	Iteration 23Q: 3 clusters Score -1011432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1011431.250000 Penalty: 4411.552246
	Iteration 24Q: 3 clusters Score -1011431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1011430.625000 Penalty: 4411.552246
	Iteration 25Q: 3 clusters Score -1011431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1011431.375000 Penalty: 4411.552246
	Iteration 26Q: 3 clusters Score -1011431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1011431.375000 Penalty: 4411.552246
	Iteration 27F: 3 clusters Score -1011431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -64492.296875 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -64492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63060.078125 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -63060.08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -63308.011719 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -63308.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63382.515625 Penalty: 3068.359619
	Iteration 2F: 3 clusters Score -63382.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63402.906250 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -63402.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63437.363281 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -63437.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63441.160156 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -63441.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63442.460938 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -63442.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63443.523438 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -63443.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63443.523438 Penalty: 3068.359619
	Iteration 8F: 3 clusters Score -63443.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (7013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Entering Unmasked Estep 
Score: -912806.812500 Penalty: 2196.169189
	Iteration 0F: 2 clusters Score -912806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -907031.562500 Penalty: 4392.338379
	Iteration 0F: 3 clusters Score -907031.6 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -908627.125000 Penalty: 4392.338379
	Iteration 1F: 3 clusters Score -908627.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -908993.562500 Penalty: 4392.338379
	Iteration 2F: 3 clusters Score -908993.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -909344.875000 Penalty: 4392.338379
	Iteration 3F: 3 clusters Score -909344.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -909719.562500 Penalty: 4392.338379
	Iteration 4F: 3 clusters Score -909719.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -910049.437500 Penalty: 4392.338379
	Iteration 5F: 3 clusters Score -910049.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -910355.250000 Penalty: 4392.338379
	Iteration 6F: 3 clusters Score -910355.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -910602.750000 Penalty: 4392.338379
	Iteration 7F: 3 clusters Score -910602.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -910818.937500 Penalty: 4392.338379
	Iteration 8Q: 3 clusters Score -910818.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -910982.500000 Penalty: 4392.338379
	Iteration 9Q: 3 clusters Score -910982.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -911078.937500 Penalty: 4392.338379
	Iteration 10Q: 3 clusters Score -911078.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -911180.625000 Penalty: 4392.338379
	Iteration 11Q: 3 clusters Score -911180.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -911251.562500 Penalty: 4392.338379
	Iteration 12Q: 3 clusters Score -911251.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -911314.500000 Penalty: 4392.338379
	Iteration 13Q: 3 clusters Score -911314.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -911369.312500 Penalty: 4392.338379
	Iteration 14Q: 3 clusters Score -911369.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -911434.250000 Penalty: 4392.338379
	Iteration 15Q: 3 clusters Score -911434.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -911494.375000 Penalty: 4392.338379
	Iteration 16Q: 3 clusters Score -911494.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -911547.625000 Penalty: 4392.338379
	Iteration 17Q: 3 clusters Score -911547.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -911591.062500 Penalty: 4392.338379
	Iteration 18Q: 3 clusters Score -911591.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -911617.625000 Penalty: 4392.338379
	Iteration 19Q: 3 clusters Score -911617.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -911634.062500 Penalty: 4392.338379
	Iteration 20F: 3 clusters Score -911634.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -911642.937500 Penalty: 4392.338379
	Iteration 21Q: 3 clusters Score -911642.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -911654.687500 Penalty: 4392.338379
	Iteration 22Q: 3 clusters Score -911654.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -911660.750000 Penalty: 4392.338379
	Iteration 23Q: 3 clusters Score -911660.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -911669.062500 Penalty: 4392.338379
	Iteration 24Q: 3 clusters Score -911669.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -911676.125000 Penalty: 4392.338379
	Iteration 25Q: 3 clusters Score -911676.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -911683.687500 Penalty: 4392.338379
	Iteration 26Q: 3 clusters Score -911683.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -911686.937500 Penalty: 4392.338379
	Iteration 27Q: 3 clusters Score -911686.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -911689.812500 Penalty: 4392.338379
	Iteration 28Q: 3 clusters Score -911689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -911689.250000 Penalty: 4392.338379
	Iteration 29Q: 3 clusters Score -911689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -911690.000000 Penalty: 4392.338379
	Iteration 30Q: 3 clusters Score -911690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -911691.875000 Penalty: 4392.338379
	Iteration 31Q: 3 clusters Score -911691.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -911691.937500 Penalty: 4392.338379
	Iteration 32Q: 3 clusters Score -911691.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -911692.187500 Penalty: 4392.338379
	Iteration 33Q: 3 clusters Score -911692.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -911692.937500 Penalty: 4392.338379
	Iteration 34Q: 3 clusters Score -911692.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -911694.875000 Penalty: 4392.338379
	Iteration 35Q: 3 clusters Score -911694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -911697.187500 Penalty: 4392.338379
	Iteration 36Q: 3 clusters Score -911697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -911698.312500 Penalty: 4392.338379
	Iteration 37Q: 3 clusters Score -911698.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -911698.625000 Penalty: 4392.338379
	Iteration 38Q: 3 clusters Score -911698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -911699.500000 Penalty: 4392.338379
	Iteration 39Q: 3 clusters Score -911699.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -911698.062500 Penalty: 4392.338379
	Iteration 40F: 3 clusters Score -911698.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -911701.062500 Penalty: 4392.338379
	Iteration 41Q: 3 clusters Score -911701.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -911704.625000 Penalty: 4392.338379
	Iteration 42Q: 3 clusters Score -911704.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -911708.312500 Penalty: 4392.338379
	Iteration 43Q: 3 clusters Score -911708.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -911712.187500 Penalty: 4392.338379
	Iteration 44Q: 3 clusters Score -911712.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -911713.312500 Penalty: 4392.338379
	Iteration 45Q: 3 clusters Score -911713.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -911715.500000 Penalty: 4392.338379
	Iteration 46Q: 3 clusters Score -911715.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -911721.000000 Penalty: 4392.338379
	Iteration 47Q: 3 clusters Score -911721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -911721.625000 Penalty: 4392.338379
	Iteration 48Q: 3 clusters Score -911721.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -911724.250000 Penalty: 4392.338379
	Iteration 49Q: 3 clusters Score -911724.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -911734.062500 Penalty: 4392.338379
	Iteration 50Q: 3 clusters Score -911734.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -911738.062500 Penalty: 4392.338379
	Iteration 51Q: 3 clusters Score -911738.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -911741.500000 Penalty: 4392.338379
	Iteration 52Q: 3 clusters Score -911741.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -911746.562500 Penalty: 4392.338379
	Iteration 53Q: 3 clusters Score -911746.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -911752.125000 Penalty: 4392.338379
	Iteration 54Q: 3 clusters Score -911752.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -911756.750000 Penalty: 4392.338379
	Iteration 55Q: 3 clusters Score -911756.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -911761.375000 Penalty: 4392.338379
	Iteration 56Q: 3 clusters Score -911761.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -911765.000000 Penalty: 4392.338379
	Iteration 57Q: 3 clusters Score -911765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -911768.187500 Penalty: 4392.338379
	Iteration 58Q: 3 clusters Score -911768.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -911774.250000 Penalty: 4392.338379
	Iteration 59Q: 3 clusters Score -911774.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -911778.750000 Penalty: 4392.338379
	Iteration 60F: 3 clusters Score -911778.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -911782.250000 Penalty: 4392.338379
	Iteration 61Q: 3 clusters Score -911782.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -911786.250000 Penalty: 4392.338379
	Iteration 62Q: 3 clusters Score -911786.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -911792.312500 Penalty: 4392.338379
	Iteration 63Q: 3 clusters Score -911792.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -911800.250000 Penalty: 4392.338379
	Iteration 64Q: 3 clusters Score -911800.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -911806.375000 Penalty: 4392.338379
	Iteration 65Q: 3 clusters Score -911806.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -911813.812500 Penalty: 4392.338379
	Iteration 66Q: 3 clusters Score -911813.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -911820.250000 Penalty: 4392.338379
	Iteration 67Q: 3 clusters Score -911820.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -911822.625000 Penalty: 4392.338379
	Iteration 68Q: 3 clusters Score -911822.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -911826.187500 Penalty: 4392.338379
	Iteration 69Q: 3 clusters Score -911826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -911827.125000 Penalty: 4392.338379
	Iteration 70Q: 3 clusters Score -911827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -911826.187500 Penalty: 4392.338379
	Iteration 71Q: 3 clusters Score -911826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -911827.250000 Penalty: 4392.338379
	Iteration 72Q: 3 clusters Score -911827.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -911829.000000 Penalty: 4392.338379
	Iteration 73Q: 3 clusters Score -911829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -911829.000000 Penalty: 4392.338379
	Iteration 74F: 3 clusters Score -911829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37420.335938 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -37420.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -36154.000000 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -36154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36348.851562 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -36348.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36515.484375 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -36515.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -36664.945312 Penalty: 2879.346924
	Iteration 3F: 3 clusters Score -36664.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -36906.308594 Penalty: 2879.346924
	Iteration 4F: 3 clusters Score -36906.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37026.988281 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -37026.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -37179.226562 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -37179.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37258.648438 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -37258.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37314.246094 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -37314.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37381.703125 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -37381.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -37381.703125 Penalty: 2879.346924
	Iteration 10F: 3 clusters Score -37381.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -150993.640625 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -150993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -149025.140625 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -149025.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -149642.250000 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -149642.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -150258.078125 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -150258.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -150563.968750 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -150564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -150697.109375 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -150697.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -150785.828125 Penalty: 3496.860840
	Iteration 5Q: 3 clusters Score -150785.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -150837.046875 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -150837 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -150876.968750 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -150877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -150913.703125 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -150913.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -150937.921875 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -150937.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -150982.390625 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -150982.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -151090.890625 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -151090.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -151197.406250 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -151197.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -151284.156250 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -151284.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -151340.937500 Penalty: 3496.860840
	Iteration 14Q: 3 clusters Score -151340.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -151398.875000 Penalty: 3496.860840
	Iteration 15Q: 3 clusters Score -151398.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -151430.609375 Penalty: 3496.860840
	Iteration 16Q: 3 clusters Score -151430.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -151451.609375 Penalty: 3496.860840
	Iteration 17Q: 3 clusters Score -151451.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -151466.796875 Penalty: 3496.860840
	Iteration 18Q: 3 clusters Score -151466.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -151477.734375 Penalty: 3496.860840
	Iteration 19Q: 3 clusters Score -151477.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -151505.265625 Penalty: 3496.860840
	Iteration 20F: 3 clusters Score -151505.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -151610.250000 Penalty: 3496.860840
	Iteration 21Q: 3 clusters Score -151610.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -151684.828125 Penalty: 3496.860840
	Iteration 22Q: 3 clusters Score -151684.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -151709.078125 Penalty: 3496.860840
	Iteration 23Q: 3 clusters Score -151709.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -151757.609375 Penalty: 3496.860840
	Iteration 24Q: 3 clusters Score -151757.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -151863.765625 Penalty: 3496.860840
	Iteration 25Q: 3 clusters Score -151863.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -151987.968750 Penalty: 3496.860840
	Iteration 26Q: 3 clusters Score -151988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -152041.484375 Penalty: 3496.860840
	Iteration 27Q: 3 clusters Score -152041.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -152076.796875 Penalty: 3496.860840
	Iteration 28Q: 3 clusters Score -152076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152085.265625 Penalty: 3496.860840
	Iteration 29Q: 3 clusters Score -152085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -152098.437500 Penalty: 3496.860840
	Iteration 30Q: 3 clusters Score -152098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152111.796875 Penalty: 3496.860840
	Iteration 31Q: 3 clusters Score -152111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152112.765625 Penalty: 3496.860840
	Iteration 32Q: 3 clusters Score -152112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152115.468750 Penalty: 3496.860840
	Iteration 33Q: 3 clusters Score -152115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152115.468750 Penalty: 3496.860840
	Iteration 34F: 3 clusters Score -152115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 6775 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61502 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36706 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85416 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276572 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23836 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 418 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14422 members 
Mstep: Class 28 contains 735 members 
Entering Unmasked Estep 
Score: -122230776.000000 Penalty: 95255.710938
Splitting cluster 25 changes total score from -122231336.000000 to -122230776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -72093.664062 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -72093.66 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 288 members 
Entering Unmasked Estep 
Score: -70634.445312 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70634.45 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71140.382812 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -71140.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71566.187500 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -71566.19 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -71965.445312 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -71965.45 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72154.507812 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -72154.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -72387.632812 Penalty: 3152.629395
	Iteration 5F: 3 clusters Score -72387.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72474.179688 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -72474.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -72484.289062 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -72484.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -72484.289062 Penalty: 3152.629395
	Iteration 8F: 3 clusters Score -72484.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 6775 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61502 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36706 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85416 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276572 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23836 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 157 members 
Mstep: Class 27 contains 14422 members 
Mstep: Class 28 contains 419 members 
Entering Unmasked Estep 
Score: -122229744.000000 Penalty: 95255.710938
Splitting cluster 26 changes total score from -122231336.000000 to -122229744.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 33501 members 
Mstep: Class 3 contains 6775 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61502 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36706 members 
Mstep: Class 10 contains 1184 members 
Mstep: Class 11 contains 29190 members 
Mstep: Class 12 contains 85416 members 
Mstep: Class 13 contains 29487 members 
Mstep: Class 14 contains 276572 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23836 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 25767 members 
Mstep: Class 19 contains 144840 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 7013 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122232896.000000 Penalty: 91853.718750
Iteration 371F: 28 clusters Score -1.222329e+08 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49425 members 
Mstep: Class 2 contains 33294 members 
Mstep: Class 3 contains 7094 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61459 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49044 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36704 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 29193 members 
Mstep: Class 12 contains 85416 members 
Mstep: Class 13 contains 29491 members 
Mstep: Class 14 contains 276573 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23836 members 
Mstep: Class 17 contains 11336 members 
Mstep: Class 18 contains 25737 members 
Mstep: Class 19 contains 144833 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6877 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122233824.000000 Penalty: 91853.718750
Iteration 372Q: 28 clusters Score -1.222338e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 33167 members 
Mstep: Class 3 contains 7383 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61414 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49039 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36698 members 
Mstep: Class 10 contains 1188 members 
Mstep: Class 11 contains 29194 members 
Mstep: Class 12 contains 85401 members 
Mstep: Class 13 contains 29480 members 
Mstep: Class 14 contains 276583 members 
Mstep: Class 15 contains 1139 members 
Mstep: Class 16 contains 23844 members 
Mstep: Class 17 contains 11329 members 
Mstep: Class 18 contains 25749 members 
Mstep: Class 19 contains 144794 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7287 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6786 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234000.000000 Penalty: 91853.718750
Iteration 373Q: 28 clusters Score -1.22234e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 33073 members 
Mstep: Class 3 contains 7609 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61393 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49035 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36696 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 29186 members 
Mstep: Class 12 contains 85377 members 
Mstep: Class 13 contains 29476 members 
Mstep: Class 14 contains 276578 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23851 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25730 members 
Mstep: Class 19 contains 144765 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6735 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234424.000000 Penalty: 91853.718750
Iteration 374Q: 28 clusters Score -1.222344e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 32988 members 
Mstep: Class 3 contains 7770 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61363 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49032 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36691 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 29181 members 
Mstep: Class 12 contains 85364 members 
Mstep: Class 13 contains 29467 members 
Mstep: Class 14 contains 276582 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23866 members 
Mstep: Class 17 contains 11313 members 
Mstep: Class 18 contains 25723 members 
Mstep: Class 19 contains 144735 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6714 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234528.000000 Penalty: 91853.718750
Iteration 375Q: 28 clusters Score -1.222345e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 32892 members 
Mstep: Class 3 contains 7889 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61356 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49029 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36684 members 
Mstep: Class 10 contains 1209 members 
Mstep: Class 11 contains 29178 members 
Mstep: Class 12 contains 85354 members 
Mstep: Class 13 contains 29469 members 
Mstep: Class 14 contains 276566 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23876 members 
Mstep: Class 17 contains 11309 members 
Mstep: Class 18 contains 25711 members 
Mstep: Class 19 contains 144731 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6704 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234312.000000 Penalty: 91853.718750
Iteration 376Q: 28 clusters Score -1.222343e+08 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 32817 members 
Mstep: Class 3 contains 7986 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61349 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49027 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36678 members 
Mstep: Class 10 contains 1212 members 
Mstep: Class 11 contains 29174 members 
Mstep: Class 12 contains 85335 members 
Mstep: Class 13 contains 29474 members 
Mstep: Class 14 contains 276552 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23890 members 
Mstep: Class 17 contains 11302 members 
Mstep: Class 18 contains 25713 members 
Mstep: Class 19 contains 144725 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6698 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234320.000000 Penalty: 91853.718750
Iteration 377Q: 28 clusters Score -1.222343e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 32740 members 
Mstep: Class 3 contains 8062 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61351 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49021 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 36674 members 
Mstep: Class 10 contains 1213 members 
Mstep: Class 11 contains 29168 members 
Mstep: Class 12 contains 85328 members 
Mstep: Class 13 contains 29476 members 
Mstep: Class 14 contains 276537 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23898 members 
Mstep: Class 17 contains 11308 members 
Mstep: Class 18 contains 25707 members 
Mstep: Class 19 contains 144708 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7296 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6697 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234376.000000 Penalty: 91853.718750
Iteration 378Q: 28 clusters Score -1.222344e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 32696 members 
Mstep: Class 3 contains 8112 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61353 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49014 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 36667 members 
Mstep: Class 10 contains 1214 members 
Mstep: Class 11 contains 29160 members 
Mstep: Class 12 contains 85322 members 
Mstep: Class 13 contains 29473 members 
Mstep: Class 14 contains 276521 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23903 members 
Mstep: Class 17 contains 11312 members 
Mstep: Class 18 contains 25705 members 
Mstep: Class 19 contains 144713 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7295 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6693 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234424.000000 Penalty: 91853.718750
Iteration 379Q: 28 clusters Score -1.222344e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 32652 members 
Mstep: Class 3 contains 8152 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61372 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49012 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 36660 members 
Mstep: Class 10 contains 1215 members 
Mstep: Class 11 contains 29155 members 
Mstep: Class 12 contains 85310 members 
Mstep: Class 13 contains 29473 members 
Mstep: Class 14 contains 276504 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23906 members 
Mstep: Class 17 contains 11312 members 
Mstep: Class 18 contains 25702 members 
Mstep: Class 19 contains 144711 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6701 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234536.000000 Penalty: 91853.718750
Iteration 380F: 28 clusters Score -1.222345e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 32616 members 
Mstep: Class 3 contains 8191 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61389 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49010 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 36658 members 
Mstep: Class 10 contains 1216 members 
Mstep: Class 11 contains 29146 members 
Mstep: Class 12 contains 85299 members 
Mstep: Class 13 contains 29471 members 
Mstep: Class 14 contains 276494 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23905 members 
Mstep: Class 17 contains 11310 members 
Mstep: Class 18 contains 25697 members 
Mstep: Class 19 contains 144710 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6705 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234448.000000 Penalty: 91853.718750
Iteration 381Q: 28 clusters Score -1.222344e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 32570 members 
Mstep: Class 3 contains 8227 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61413 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 36652 members 
Mstep: Class 10 contains 1216 members 
Mstep: Class 11 contains 29138 members 
Mstep: Class 12 contains 85291 members 
Mstep: Class 13 contains 29469 members 
Mstep: Class 14 contains 276488 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23903 members 
Mstep: Class 17 contains 11306 members 
Mstep: Class 18 contains 25696 members 
Mstep: Class 19 contains 144708 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6719 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234496.000000 Penalty: 91853.718750
Iteration 382Q: 28 clusters Score -1.222345e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 32545 members 
Mstep: Class 3 contains 8257 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61430 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49007 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 36643 members 
Mstep: Class 10 contains 1216 members 
Mstep: Class 11 contains 29126 members 
Mstep: Class 12 contains 85279 members 
Mstep: Class 13 contains 29467 members 
Mstep: Class 14 contains 276485 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23907 members 
Mstep: Class 17 contains 11303 members 
Mstep: Class 18 contains 25678 members 
Mstep: Class 19 contains 144710 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7292 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6732 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234472.000000 Penalty: 91853.718750
Iteration 383Q: 28 clusters Score -1.222345e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 32522 members 
Mstep: Class 3 contains 8291 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61431 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 49003 members 
Mstep: Class 8 contains 5733 members 
Mstep: Class 9 contains 36638 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 29118 members 
Mstep: Class 12 contains 85277 members 
Mstep: Class 13 contains 29469 members 
Mstep: Class 14 contains 276485 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23912 members 
Mstep: Class 17 contains 11297 members 
Mstep: Class 18 contains 25669 members 
Mstep: Class 19 contains 144707 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7292 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6738 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234600.000000 Penalty: 91853.718750
Iteration 384Q: 28 clusters Score -1.222346e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 32491 members 
Mstep: Class 3 contains 8311 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61438 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48998 members 
Mstep: Class 8 contains 5734 members 
Mstep: Class 9 contains 36635 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 29110 members 
Mstep: Class 12 contains 85270 members 
Mstep: Class 13 contains 29469 members 
Mstep: Class 14 contains 276485 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23917 members 
Mstep: Class 17 contains 11298 members 
Mstep: Class 18 contains 25669 members 
Mstep: Class 19 contains 144713 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6740 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234696.000000 Penalty: 91853.718750
Iteration 385Q: 28 clusters Score -1.222347e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 32459 members 
Mstep: Class 3 contains 8333 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61435 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48995 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 36627 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 29106 members 
Mstep: Class 12 contains 85265 members 
Mstep: Class 13 contains 29464 members 
Mstep: Class 14 contains 276486 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23920 members 
Mstep: Class 17 contains 11299 members 
Mstep: Class 18 contains 25669 members 
Mstep: Class 19 contains 144726 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6743 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234704.000000 Penalty: 91853.718750
Iteration 386Q: 28 clusters Score -1.222347e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 32425 members 
Mstep: Class 3 contains 8349 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61441 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48991 members 
Mstep: Class 8 contains 5735 members 
Mstep: Class 9 contains 36619 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 29101 members 
Mstep: Class 12 contains 85263 members 
Mstep: Class 13 contains 29461 members 
Mstep: Class 14 contains 276485 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23920 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 25670 members 
Mstep: Class 19 contains 144739 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7287 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6747 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234664.000000 Penalty: 91853.718750
Iteration 387Q: 28 clusters Score -1.222347e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 32397 members 
Mstep: Class 3 contains 8365 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61445 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48991 members 
Mstep: Class 8 contains 5736 members 
Mstep: Class 9 contains 36607 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 29090 members 
Mstep: Class 12 contains 85263 members 
Mstep: Class 13 contains 29460 members 
Mstep: Class 14 contains 276489 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23922 members 
Mstep: Class 17 contains 11291 members 
Mstep: Class 18 contains 25673 members 
Mstep: Class 19 contains 144743 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6744 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234672.000000 Penalty: 91853.718750
Iteration 388Q: 28 clusters Score -1.222347e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 32370 members 
Mstep: Class 3 contains 8384 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61460 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48988 members 
Mstep: Class 8 contains 5740 members 
Mstep: Class 9 contains 36601 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29078 members 
Mstep: Class 12 contains 85256 members 
Mstep: Class 13 contains 29457 members 
Mstep: Class 14 contains 276492 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23923 members 
Mstep: Class 17 contains 11290 members 
Mstep: Class 18 contains 25674 members 
Mstep: Class 19 contains 144741 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7289 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6755 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234608.000000 Penalty: 91853.718750
Iteration 389Q: 28 clusters Score -1.222346e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49582 members 
Mstep: Class 2 contains 32355 members 
Mstep: Class 3 contains 8404 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61466 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48987 members 
Mstep: Class 8 contains 5743 members 
Mstep: Class 9 contains 36593 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 29064 members 
Mstep: Class 12 contains 85248 members 
Mstep: Class 13 contains 29456 members 
Mstep: Class 14 contains 276498 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23928 members 
Mstep: Class 17 contains 11287 members 
Mstep: Class 18 contains 25674 members 
Mstep: Class 19 contains 144738 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7291 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234688.000000 Penalty: 91853.718750
Iteration 390Q: 28 clusters Score -1.222347e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 32343 members 
Mstep: Class 3 contains 8423 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61470 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48977 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 36588 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29055 members 
Mstep: Class 12 contains 85237 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276498 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23932 members 
Mstep: Class 17 contains 11290 members 
Mstep: Class 18 contains 25678 members 
Mstep: Class 19 contains 144740 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7290 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234712.000000 Penalty: 91853.718750
Iteration 391Q: 28 clusters Score -1.222347e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 32327 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61475 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48970 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 9 contains 36582 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29050 members 
Mstep: Class 12 contains 85229 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276501 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23933 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 25677 members 
Mstep: Class 19 contains 144744 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7292 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6762 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234648.000000 Penalty: 91853.718750
Iteration 392Q: 28 clusters Score -1.222346e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 32311 members 
Mstep: Class 3 contains 8452 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61476 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48965 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 36576 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29045 members 
Mstep: Class 12 contains 85214 members 
Mstep: Class 13 contains 29450 members 
Mstep: Class 14 contains 276510 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23939 members 
Mstep: Class 17 contains 11295 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 144743 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234568.000000 Penalty: 91853.718750
Iteration 393Q: 28 clusters Score -1.222346e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32302 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61495 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48955 members 
Mstep: Class 8 contains 5756 members 
Mstep: Class 9 contains 36570 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29042 members 
Mstep: Class 12 contains 85191 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276510 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23948 members 
Mstep: Class 17 contains 11300 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 144737 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6757 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234656.000000 Penalty: 91853.718750
Iteration 394Q: 28 clusters Score -1.222347e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 32301 members 
Mstep: Class 3 contains 8474 members 
Mstep: Class 4 contains 3002 members 
Mstep: Class 5 contains 61517 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48953 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 36563 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29040 members 
Mstep: Class 12 contains 85171 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276497 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23958 members 
Mstep: Class 17 contains 11303 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 144732 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234672.000000 Penalty: 91853.718750
Iteration 395Q: 28 clusters Score -1.222347e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 32294 members 
Mstep: Class 3 contains 8480 members 
Mstep: Class 4 contains 3001 members 
Mstep: Class 5 contains 61535 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48950 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 36560 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29038 members 
Mstep: Class 12 contains 85163 members 
Mstep: Class 13 contains 29454 members 
Mstep: Class 14 contains 276492 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23961 members 
Mstep: Class 17 contains 11307 members 
Mstep: Class 18 contains 25676 members 
Mstep: Class 19 contains 144726 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234632.000000 Penalty: 91853.718750
Iteration 396Q: 28 clusters Score -1.222346e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 32289 members 
Mstep: Class 3 contains 8485 members 
Mstep: Class 4 contains 3000 members 
Mstep: Class 5 contains 61559 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48947 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 36554 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29037 members 
Mstep: Class 12 contains 85146 members 
Mstep: Class 13 contains 29454 members 
Mstep: Class 14 contains 276493 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23965 members 
Mstep: Class 17 contains 11310 members 
Mstep: Class 18 contains 25673 members 
Mstep: Class 19 contains 144721 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234608.000000 Penalty: 91853.718750
Iteration 397Q: 28 clusters Score -1.222346e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 32286 members 
Mstep: Class 3 contains 8492 members 
Mstep: Class 4 contains 2999 members 
Mstep: Class 5 contains 61584 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48947 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 36552 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29039 members 
Mstep: Class 12 contains 85138 members 
Mstep: Class 13 contains 29455 members 
Mstep: Class 14 contains 276476 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23970 members 
Mstep: Class 17 contains 11312 members 
Mstep: Class 18 contains 25670 members 
Mstep: Class 19 contains 144712 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6762 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234608.000000 Penalty: 91853.718750
Iteration 398Q: 28 clusters Score -1.222346e+08 nChanged 80
Entering ConstructFrom: 
Score: -122234608.000000 Penalty: 91853.718750
Entering ConstructFrom: 
Trying to split cluster 1 (49592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49592 members 
Entering Unmasked Estep 
Score: -6667265.500000 Penalty: 2681.272949
	Iteration 0F: 2 clusters Score -6667266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -6633868.500000 Penalty: 5362.545898
	Iteration 0F: 3 clusters Score -6633868 nChanged 22973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -6647014.500000 Penalty: 5362.545898
	Iteration 1F: 3 clusters Score -6647014 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -6648256.500000 Penalty: 5362.545898
	Iteration 2F: 3 clusters Score -6648256 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -6650289.000000 Penalty: 5362.545898
	Iteration 3F: 3 clusters Score -6650289 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -6653391.500000 Penalty: 5362.545898
	Iteration 4F: 3 clusters Score -6653392 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -6657193.000000 Penalty: 5362.545898
	Iteration 5F: 3 clusters Score -6657193 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -6660404.500000 Penalty: 5362.545898
	Iteration 6F: 3 clusters Score -6660404 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -6662689.000000 Penalty: 5362.545898
	Iteration 7F: 3 clusters Score -6662689 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -6664401.000000 Penalty: 5362.545898
	Iteration 8Q: 3 clusters Score -6664401 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -6665558.000000 Penalty: 5362.545898
	Iteration 9Q: 3 clusters Score -6665558 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -6666178.000000 Penalty: 5362.545898
	Iteration 10Q: 3 clusters Score -6666178 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -6666515.500000 Penalty: 5362.545898
	Iteration 11Q: 3 clusters Score -6666516 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -6666728.000000 Penalty: 5362.545898
	Iteration 12Q: 3 clusters Score -6666728 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -6666885.000000 Penalty: 5362.545898
	Iteration 13Q: 3 clusters Score -6666885 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -6667042.500000 Penalty: 5362.545898
	Iteration 14Q: 3 clusters Score -6667042 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 44097 members 
Entering Unmasked Estep 
Score: -6667128.000000 Penalty: 5362.545898
	Iteration 15Q: 3 clusters Score -6667128 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -6667207.500000 Penalty: 5362.545898
	Iteration 16Q: 3 clusters Score -6667208 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -6667274.000000 Penalty: 5362.545898
	Iteration 17Q: 3 clusters Score -6667274 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -6667311.500000 Penalty: 5362.545898
	Iteration 18Q: 3 clusters Score -6667312 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -6667353.000000 Penalty: 5362.545898
	Iteration 19Q: 3 clusters Score -6667353 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -6667369.500000 Penalty: 5362.545898
	Iteration 20F: 3 clusters Score -6667370 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -6667391.000000 Penalty: 5362.545898
	Iteration 21Q: 3 clusters Score -6667391 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -6667416.500000 Penalty: 5362.545898
	Iteration 22Q: 3 clusters Score -6667416 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -6667412.000000 Penalty: 5362.545898
	Iteration 23Q: 3 clusters Score -6667412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -6667442.000000 Penalty: 5362.545898
	Iteration 24Q: 3 clusters Score -6667442 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -6667441.000000 Penalty: 5362.545898
	Iteration 25Q: 3 clusters Score -6667441 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 45426 members 
Entering Unmasked Estep 
Score: -6667450.500000 Penalty: 5362.545898
	Iteration 26Q: 3 clusters Score -6667450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
Score: -6667472.000000 Penalty: 5362.545898
	Iteration 27Q: 3 clusters Score -6667472 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -6667477.500000 Penalty: 5362.545898
	Iteration 28Q: 3 clusters Score -6667478 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -6667472.500000 Penalty: 5362.545898
	Iteration 29Q: 3 clusters Score -6667472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -6667482.500000 Penalty: 5362.545898
	Iteration 30Q: 3 clusters Score -6667482 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -6667496.500000 Penalty: 5362.545898
	Iteration 31Q: 3 clusters Score -6667496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -6667490.500000 Penalty: 5362.545898
	Iteration 32Q: 3 clusters Score -6667490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -6667504.500000 Penalty: 5362.545898
	Iteration 33Q: 3 clusters Score -6667504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -6667504.500000 Penalty: 5362.545898
	Iteration 34Q: 3 clusters Score -6667504 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -6667503.000000 Penalty: 5362.545898
	Iteration 35Q: 3 clusters Score -6667503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -6667503.000000 Penalty: 5362.545898
	Iteration 36Q: 3 clusters Score -6667503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -6667506.500000 Penalty: 5362.545898
	Iteration 37Q: 3 clusters Score -6667506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -6667511.500000 Penalty: 5362.545898
	Iteration 38Q: 3 clusters Score -6667512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 45822 members 
Entering Unmasked Estep 
Score: -6667516.500000 Penalty: 5362.545898
	Iteration 39Q: 3 clusters Score -6667516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -6667507.500000 Penalty: 5362.545898
	Iteration 40F: 3 clusters Score -6667508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -6667514.500000 Penalty: 5362.545898
	Iteration 41Q: 3 clusters Score -6667514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -6667508.000000 Penalty: 5362.545898
	Iteration 42Q: 3 clusters Score -6667508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 45853 members 
Entering Unmasked Estep 
Score: -6667513.000000 Penalty: 5362.545898
	Iteration 43Q: 3 clusters Score -6667513 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -6667513.000000 Penalty: 5362.545898
	Iteration 44Q: 3 clusters Score -6667513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 45870 members 
Entering Unmasked Estep 
Score: -6667512.500000 Penalty: 5362.545898
	Iteration 45Q: 3 clusters Score -6667512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -6667513.000000 Penalty: 5362.545898
	Iteration 46Q: 3 clusters Score -6667513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -6667513.000000 Penalty: 5362.545898
	Iteration 47Q: 3 clusters Score -6667513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -6667512.000000 Penalty: 5362.545898
	Iteration 48Q: 3 clusters Score -6667512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -6667516.000000 Penalty: 5362.545898
	Iteration 49Q: 3 clusters Score -6667516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -6667513.500000 Penalty: 5362.545898
	Iteration 50Q: 3 clusters Score -6667514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -6667519.000000 Penalty: 5362.545898
	Iteration 51Q: 3 clusters Score -6667519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -6667513.500000 Penalty: 5362.545898
	Iteration 52Q: 3 clusters Score -6667514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
Score: -6667516.000000 Penalty: 5362.545898
	Iteration 53Q: 3 clusters Score -6667516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
Score: -6667518.000000 Penalty: 5362.545898
	Iteration 54Q: 3 clusters Score -6667518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -6667522.500000 Penalty: 5362.545898
	Iteration 55Q: 3 clusters Score -6667522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -6667520.500000 Penalty: 5362.545898
	Iteration 56Q: 3 clusters Score -6667520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -6667520.500000 Penalty: 5362.545898
	Iteration 57F: 3 clusters Score -6667520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 32282 members 
Mstep: Class 3 contains 8496 members 
Mstep: Class 4 contains 2997 members 
Mstep: Class 5 contains 61603 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48946 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 36548 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29034 members 
Mstep: Class 12 contains 85137 members 
Mstep: Class 13 contains 29455 members 
Mstep: Class 14 contains 276470 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23971 members 
Mstep: Class 17 contains 11314 members 
Mstep: Class 18 contains 25672 members 
Mstep: Class 19 contains 144710 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14740 members 
Mstep: Class 28 contains 45935 members 
Entering Unmasked Estep 
Score: -122234184.000000 Penalty: 95255.710938
Splitting cluster 1 changes total score from -122234608.000000 to -122234184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (32282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Entering Unmasked Estep 
Score: -4411053.000000 Penalty: 2574.801758
	Iteration 0F: 2 clusters Score -4411053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -4388961.500000 Penalty: 5149.603516
	Iteration 0F: 3 clusters Score -4388962 nChanged 14582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -4397013.000000 Penalty: 5149.603516
	Iteration 1F: 3 clusters Score -4397013 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4397506.000000 Penalty: 5149.603516
	Iteration 2Q: 3 clusters Score -4397506 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -4397986.500000 Penalty: 5149.603516
	Iteration 3Q: 3 clusters Score -4397986 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -4398466.000000 Penalty: 5149.603516
	Iteration 4Q: 3 clusters Score -4398466 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -4399053.500000 Penalty: 5149.603516
	Iteration 5Q: 3 clusters Score -4399054 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -4399732.500000 Penalty: 5149.603516
	Iteration 6Q: 3 clusters Score -4399732 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -4400533.500000 Penalty: 5149.603516
	Iteration 7F: 3 clusters Score -4400534 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -4401474.000000 Penalty: 5149.603516
	Iteration 8F: 3 clusters Score -4401474 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4402578.000000 Penalty: 5149.603516
	Iteration 9F: 3 clusters Score -4402578 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -4403677.000000 Penalty: 5149.603516
	Iteration 10F: 3 clusters Score -4403677 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -4404764.000000 Penalty: 5149.603516
	Iteration 11Q: 3 clusters Score -4404764 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -4405768.000000 Penalty: 5149.603516
	Iteration 12Q: 3 clusters Score -4405768 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -4406627.000000 Penalty: 5149.603516
	Iteration 13Q: 3 clusters Score -4406627 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -4407287.000000 Penalty: 5149.603516
	Iteration 14Q: 3 clusters Score -4407287 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4407833.000000 Penalty: 5149.603516
	Iteration 15Q: 3 clusters Score -4407833 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -4408246.000000 Penalty: 5149.603516
	Iteration 16Q: 3 clusters Score -4408246 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -4408504.500000 Penalty: 5149.603516
	Iteration 17Q: 3 clusters Score -4408504 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -4408664.000000 Penalty: 5149.603516
	Iteration 18Q: 3 clusters Score -4408664 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 31359 members 
Entering Unmasked Estep 
Score: -4408771.000000 Penalty: 5149.603516
	Iteration 19Q: 3 clusters Score -4408771 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 31435 members 
Entering Unmasked Estep 
Score: -4408852.500000 Penalty: 5149.603516
	Iteration 20F: 3 clusters Score -4408852 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4408904.000000 Penalty: 5149.603516
	Iteration 21Q: 3 clusters Score -4408904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -4408958.000000 Penalty: 5149.603516
	Iteration 22Q: 3 clusters Score -4408958 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 31542 members 
Entering Unmasked Estep 
Score: -4408994.500000 Penalty: 5149.603516
	Iteration 23Q: 3 clusters Score -4408994 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -4409027.500000 Penalty: 5149.603516
	Iteration 24Q: 3 clusters Score -4409028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 31568 members 
Entering Unmasked Estep 
Score: -4409070.000000 Penalty: 5149.603516
	Iteration 25Q: 3 clusters Score -4409070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -4409141.500000 Penalty: 5149.603516
	Iteration 26Q: 3 clusters Score -4409142 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -4409205.000000 Penalty: 5149.603516
	Iteration 27Q: 3 clusters Score -4409205 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -4409238.000000 Penalty: 5149.603516
	Iteration 28Q: 3 clusters Score -4409238 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 31564 members 
Entering Unmasked Estep 
Score: -4409280.000000 Penalty: 5149.603516
	Iteration 29Q: 3 clusters Score -4409280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -4409312.000000 Penalty: 5149.603516
	Iteration 30Q: 3 clusters Score -4409312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -4409335.000000 Penalty: 5149.603516
	Iteration 31Q: 3 clusters Score -4409335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -4409352.000000 Penalty: 5149.603516
	Iteration 32Q: 3 clusters Score -4409352 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -4409366.000000 Penalty: 5149.603516
	Iteration 33Q: 3 clusters Score -4409366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -4409375.000000 Penalty: 5149.603516
	Iteration 34Q: 3 clusters Score -4409375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4409395.000000 Penalty: 5149.603516
	Iteration 35Q: 3 clusters Score -4409395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4409402.500000 Penalty: 5149.603516
	Iteration 36Q: 3 clusters Score -4409402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4409404.000000 Penalty: 5149.603516
	Iteration 37Q: 3 clusters Score -4409404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -4409406.000000 Penalty: 5149.603516
	Iteration 38Q: 3 clusters Score -4409406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -4409412.000000 Penalty: 5149.603516
	Iteration 39Q: 3 clusters Score -4409412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -4409412.000000 Penalty: 5149.603516
	Iteration 40F: 3 clusters Score -4409412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -4409418.500000 Penalty: 5149.603516
	Iteration 41Q: 3 clusters Score -4409418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4409422.500000 Penalty: 5149.603516
	Iteration 42Q: 3 clusters Score -4409422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -4409427.000000 Penalty: 5149.603516
	Iteration 43Q: 3 clusters Score -4409427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -4409429.000000 Penalty: 5149.603516
	Iteration 44Q: 3 clusters Score -4409429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -4409441.000000 Penalty: 5149.603516
	Iteration 45Q: 3 clusters Score -4409441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -4409447.000000 Penalty: 5149.603516
	Iteration 46Q: 3 clusters Score -4409447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -4409449.000000 Penalty: 5149.603516
	Iteration 47Q: 3 clusters Score -4409449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -4409454.500000 Penalty: 5149.603516
	Iteration 48Q: 3 clusters Score -4409454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4409455.000000 Penalty: 5149.603516
	Iteration 49Q: 3 clusters Score -4409455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4409456.000000 Penalty: 5149.603516
	Iteration 50Q: 3 clusters Score -4409456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -4409450.500000 Penalty: 5149.603516
	Iteration 51Q: 3 clusters Score -4409450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -4409459.500000 Penalty: 5149.603516
	Iteration 52Q: 3 clusters Score -4409460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -4409454.500000 Penalty: 5149.603516
	Iteration 53Q: 3 clusters Score -4409454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4409462.000000 Penalty: 5149.603516
	Iteration 54Q: 3 clusters Score -4409462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4409458.000000 Penalty: 5149.603516
	Iteration 55Q: 3 clusters Score -4409458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4409462.500000 Penalty: 5149.603516
	Iteration 56Q: 3 clusters Score -4409462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -4409463.500000 Penalty: 5149.603516
	Iteration 57Q: 3 clusters Score -4409464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 31425 members 
Entering Unmasked Estep 
Score: -4409467.000000 Penalty: 5149.603516
	Iteration 58Q: 3 clusters Score -4409467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4409474.500000 Penalty: 5149.603516
	Iteration 59Q: 3 clusters Score -4409474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -4409481.500000 Penalty: 5149.603516
	Iteration 60F: 3 clusters Score -4409482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4409479.000000 Penalty: 5149.603516
	Iteration 61Q: 3 clusters Score -4409479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -4409483.500000 Penalty: 5149.603516
	Iteration 62Q: 3 clusters Score -4409484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -4409484.000000 Penalty: 5149.603516
	Iteration 63Q: 3 clusters Score -4409484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -4409485.000000 Penalty: 5149.603516
	Iteration 64Q: 3 clusters Score -4409485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -4409487.000000 Penalty: 5149.603516
	Iteration 65Q: 3 clusters Score -4409487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4409485.500000 Penalty: 5149.603516
	Iteration 66Q: 3 clusters Score -4409486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -4409487.000000 Penalty: 5149.603516
	Iteration 67Q: 3 clusters Score -4409487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -4409487.500000 Penalty: 5149.603516
	Iteration 68Q: 3 clusters Score -4409488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -4409489.500000 Penalty: 5149.603516
	Iteration 69Q: 3 clusters Score -4409490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 31387 members 
Entering Unmasked Estep 
Score: -4409489.500000 Penalty: 5149.603516
	Iteration 70Q: 3 clusters Score -4409490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -4409490.500000 Penalty: 5149.603516
	Iteration 71Q: 3 clusters Score -4409490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -4409491.500000 Penalty: 5149.603516
	Iteration 72Q: 3 clusters Score -4409492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4409493.000000 Penalty: 5149.603516
	Iteration 73Q: 3 clusters Score -4409493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -4409498.000000 Penalty: 5149.603516
	Iteration 74Q: 3 clusters Score -4409498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -4409499.000000 Penalty: 5149.603516
	Iteration 75Q: 3 clusters Score -4409499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -4409500.500000 Penalty: 5149.603516
	Iteration 76Q: 3 clusters Score -4409500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -4409503.500000 Penalty: 5149.603516
	Iteration 77Q: 3 clusters Score -4409504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4409504.000000 Penalty: 5149.603516
	Iteration 78Q: 3 clusters Score -4409504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -4409504.500000 Penalty: 5149.603516
	Iteration 79Q: 3 clusters Score -4409504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -4409501.500000 Penalty: 5149.603516
	Iteration 80F: 3 clusters Score -4409502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -4409502.500000 Penalty: 5149.603516
	Iteration 81Q: 3 clusters Score -4409502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4409504.500000 Penalty: 5149.603516
	Iteration 82Q: 3 clusters Score -4409504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4409507.500000 Penalty: 5149.603516
	Iteration 83Q: 3 clusters Score -4409508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 31369 members 
Entering Unmasked Estep 
Score: -4409510.500000 Penalty: 5149.603516
	Iteration 84Q: 3 clusters Score -4409510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -4409508.500000 Penalty: 5149.603516
	Iteration 85Q: 3 clusters Score -4409508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 31365 members 
Entering Unmasked Estep 
Score: -4409508.000000 Penalty: 5149.603516
	Iteration 86Q: 3 clusters Score -4409508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4409510.500000 Penalty: 5149.603516
	Iteration 87Q: 3 clusters Score -4409510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 31364 members 
Entering Unmasked Estep 
Score: -4409510.500000 Penalty: 5149.603516
	Iteration 88Q: 3 clusters Score -4409510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4409512.500000 Penalty: 5149.603516
	Iteration 89Q: 3 clusters Score -4409512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -4409510.000000 Penalty: 5149.603516
	Iteration 90Q: 3 clusters Score -4409510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -4409514.000000 Penalty: 5149.603516
	Iteration 91Q: 3 clusters Score -4409514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -4409515.500000 Penalty: 5149.603516
	Iteration 92Q: 3 clusters Score -4409516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -4409519.000000 Penalty: 5149.603516
	Iteration 93Q: 3 clusters Score -4409519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -4409521.000000 Penalty: 5149.603516
	Iteration 94Q: 3 clusters Score -4409521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -4409521.000000 Penalty: 5149.603516
	Iteration 95Q: 3 clusters Score -4409521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -4409518.000000 Penalty: 5149.603516
	Iteration 96Q: 3 clusters Score -4409518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -4409516.000000 Penalty: 5149.603516
	Iteration 97Q: 3 clusters Score -4409516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4409525.000000 Penalty: 5149.603516
	Iteration 98Q: 3 clusters Score -4409525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -4409517.000000 Penalty: 5149.603516
	Iteration 99Q: 3 clusters Score -4409517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -4409521.000000 Penalty: 5149.603516
	Iteration 100F: 3 clusters Score -4409521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -4409523.500000 Penalty: 5149.603516
	Iteration 101Q: 3 clusters Score -4409524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4409524.000000 Penalty: 5149.603516
	Iteration 102Q: 3 clusters Score -4409524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4409524.000000 Penalty: 5149.603516
	Iteration 103F: 3 clusters Score -4409524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Entering Unmasked Estep 
Score: -1153030.500000 Penalty: 2243.742920
	Iteration 0F: 2 clusters Score -1153030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1146328.750000 Penalty: 4487.485840
	Iteration 0F: 3 clusters Score -1146329 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1148197.125000 Penalty: 4487.485840
	Iteration 1F: 3 clusters Score -1148197 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1148417.000000 Penalty: 4487.485840
	Iteration 2F: 3 clusters Score -1148417 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1148567.250000 Penalty: 4487.485840
	Iteration 3Q: 3 clusters Score -1148567 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1148704.750000 Penalty: 4487.485840
	Iteration 4Q: 3 clusters Score -1148705 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1148845.750000 Penalty: 4487.485840
	Iteration 5Q: 3 clusters Score -1148846 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1148996.625000 Penalty: 4487.485840
	Iteration 6Q: 3 clusters Score -1148997 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1149153.000000 Penalty: 4487.485840
	Iteration 7Q: 3 clusters Score -1149153 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1149369.375000 Penalty: 4487.485840
	Iteration 8Q: 3 clusters Score -1149369 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1149618.500000 Penalty: 4487.485840
	Iteration 9Q: 3 clusters Score -1149618 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1149881.875000 Penalty: 4487.485840
	Iteration 10Q: 3 clusters Score -1149882 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1150136.500000 Penalty: 4487.485840
	Iteration 11Q: 3 clusters Score -1150136 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1150375.625000 Penalty: 4487.485840
	Iteration 12Q: 3 clusters Score -1150376 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1150607.875000 Penalty: 4487.485840
	Iteration 13Q: 3 clusters Score -1150608 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1150794.750000 Penalty: 4487.485840
	Iteration 14Q: 3 clusters Score -1150795 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1150921.375000 Penalty: 4487.485840
	Iteration 15Q: 3 clusters Score -1150921 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1151005.750000 Penalty: 4487.485840
	Iteration 16Q: 3 clusters Score -1151006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1151052.875000 Penalty: 4487.485840
	Iteration 17Q: 3 clusters Score -1151053 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1151086.375000 Penalty: 4487.485840
	Iteration 18Q: 3 clusters Score -1151086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1151115.500000 Penalty: 4487.485840
	Iteration 19Q: 3 clusters Score -1151116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1151131.625000 Penalty: 4487.485840
	Iteration 20F: 3 clusters Score -1151132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1151143.875000 Penalty: 4487.485840
	Iteration 21Q: 3 clusters Score -1151144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1151155.750000 Penalty: 4487.485840
	Iteration 22Q: 3 clusters Score -1151156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1151169.375000 Penalty: 4487.485840
	Iteration 23Q: 3 clusters Score -1151169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1151176.625000 Penalty: 4487.485840
	Iteration 24Q: 3 clusters Score -1151177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1151181.500000 Penalty: 4487.485840
	Iteration 25Q: 3 clusters Score -1151182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1151184.625000 Penalty: 4487.485840
	Iteration 26Q: 3 clusters Score -1151185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1151183.125000 Penalty: 4487.485840
	Iteration 27Q: 3 clusters Score -1151183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1151187.750000 Penalty: 4487.485840
	Iteration 28Q: 3 clusters Score -1151188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1151188.000000 Penalty: 4487.485840
	Iteration 29Q: 3 clusters Score -1151188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1151188.000000 Penalty: 4487.485840
	Iteration 30F: 3 clusters Score -1151188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Entering Unmasked Estep 
Score: -426495.531250 Penalty: 1985.331055
	Iteration 0F: 2 clusters Score -426495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -423303.468750 Penalty: 3970.662109
	Iteration 0F: 3 clusters Score -423303.5 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -423952.437500 Penalty: 3970.662109
	Iteration 1F: 3 clusters Score -423952.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -424095.156250 Penalty: 3970.662109
	Iteration 2F: 3 clusters Score -424095.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -424157.562500 Penalty: 3970.662109
	Iteration 3Q: 3 clusters Score -424157.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -424199.000000 Penalty: 3970.662109
	Iteration 4Q: 3 clusters Score -424199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -424224.781250 Penalty: 3970.662109
	Iteration 5Q: 3 clusters Score -424224.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -424245.031250 Penalty: 3970.662109
	Iteration 6Q: 3 clusters Score -424245 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -424265.625000 Penalty: 3970.662109
	Iteration 7Q: 3 clusters Score -424265.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -424282.937500 Penalty: 3970.662109
	Iteration 8Q: 3 clusters Score -424282.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -424299.062500 Penalty: 3970.662109
	Iteration 9Q: 3 clusters Score -424299.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -424308.031250 Penalty: 3970.662109
	Iteration 10Q: 3 clusters Score -424308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -424315.406250 Penalty: 3970.662109
	Iteration 11Q: 3 clusters Score -424315.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -424325.250000 Penalty: 3970.662109
	Iteration 12Q: 3 clusters Score -424325.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -424334.562500 Penalty: 3970.662109
	Iteration 13Q: 3 clusters Score -424334.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -424344.625000 Penalty: 3970.662109
	Iteration 14Q: 3 clusters Score -424344.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -424353.687500 Penalty: 3970.662109
	Iteration 15Q: 3 clusters Score -424353.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -424361.937500 Penalty: 3970.662109
	Iteration 16Q: 3 clusters Score -424361.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -424370.500000 Penalty: 3970.662109
	Iteration 17Q: 3 clusters Score -424370.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -424373.687500 Penalty: 3970.662109
	Iteration 18Q: 3 clusters Score -424373.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -424375.406250 Penalty: 3970.662109
	Iteration 19Q: 3 clusters Score -424375.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -424378.812500 Penalty: 3970.662109
	Iteration 20F: 3 clusters Score -424378.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -424383.437500 Penalty: 3970.662109
	Iteration 21Q: 3 clusters Score -424383.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -424388.187500 Penalty: 3970.662109
	Iteration 22Q: 3 clusters Score -424388.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -424393.125000 Penalty: 3970.662109
	Iteration 23Q: 3 clusters Score -424393.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -424397.437500 Penalty: 3970.662109
	Iteration 24Q: 3 clusters Score -424397.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -424402.093750 Penalty: 3970.662109
	Iteration 25Q: 3 clusters Score -424402.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -424405.531250 Penalty: 3970.662109
	Iteration 26Q: 3 clusters Score -424405.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -424410.468750 Penalty: 3970.662109
	Iteration 27Q: 3 clusters Score -424410.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -424416.000000 Penalty: 3970.662109
	Iteration 28Q: 3 clusters Score -424416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -424420.156250 Penalty: 3970.662109
	Iteration 29Q: 3 clusters Score -424420.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -424423.968750 Penalty: 3970.662109
	Iteration 30Q: 3 clusters Score -424424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -424433.093750 Penalty: 3970.662109
	Iteration 31Q: 3 clusters Score -424433.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -424442.156250 Penalty: 3970.662109
	Iteration 32Q: 3 clusters Score -424442.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -424453.593750 Penalty: 3970.662109
	Iteration 33Q: 3 clusters Score -424453.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -424462.875000 Penalty: 3970.662109
	Iteration 34Q: 3 clusters Score -424462.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -424477.218750 Penalty: 3970.662109
	Iteration 35Q: 3 clusters Score -424477.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -424484.875000 Penalty: 3970.662109
	Iteration 36Q: 3 clusters Score -424484.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -424493.531250 Penalty: 3970.662109
	Iteration 37Q: 3 clusters Score -424493.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -424503.281250 Penalty: 3970.662109
	Iteration 38Q: 3 clusters Score -424503.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -424513.000000 Penalty: 3970.662109
	Iteration 39Q: 3 clusters Score -424513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -424521.593750 Penalty: 3970.662109
	Iteration 40F: 3 clusters Score -424521.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -424528.875000 Penalty: 3970.662109
	Iteration 41Q: 3 clusters Score -424528.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -424535.218750 Penalty: 3970.662109
	Iteration 42Q: 3 clusters Score -424535.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -424540.875000 Penalty: 3970.662109
	Iteration 43Q: 3 clusters Score -424540.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -424546.812500 Penalty: 3970.662109
	Iteration 44Q: 3 clusters Score -424546.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -424549.812500 Penalty: 3970.662109
	Iteration 45Q: 3 clusters Score -424549.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -424555.062500 Penalty: 3970.662109
	Iteration 46Q: 3 clusters Score -424555.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -424560.687500 Penalty: 3970.662109
	Iteration 47Q: 3 clusters Score -424560.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -424565.843750 Penalty: 3970.662109
	Iteration 48Q: 3 clusters Score -424565.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -424577.031250 Penalty: 3970.662109
	Iteration 49Q: 3 clusters Score -424577 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -424585.312500 Penalty: 3970.662109
	Iteration 50Q: 3 clusters Score -424585.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -424591.156250 Penalty: 3970.662109
	Iteration 51Q: 3 clusters Score -424591.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -424598.625000 Penalty: 3970.662109
	Iteration 52Q: 3 clusters Score -424598.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -424605.843750 Penalty: 3970.662109
	Iteration 53Q: 3 clusters Score -424605.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -424613.437500 Penalty: 3970.662109
	Iteration 54Q: 3 clusters Score -424613.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -424620.187500 Penalty: 3970.662109
	Iteration 55Q: 3 clusters Score -424620.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -424625.718750 Penalty: 3970.662109
	Iteration 56Q: 3 clusters Score -424625.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -424632.687500 Penalty: 3970.662109
	Iteration 57Q: 3 clusters Score -424632.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -424639.125000 Penalty: 3970.662109
	Iteration 58Q: 3 clusters Score -424639.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -424644.812500 Penalty: 3970.662109
	Iteration 59Q: 3 clusters Score -424644.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -424652.687500 Penalty: 3970.662109
	Iteration 60F: 3 clusters Score -424652.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -424664.500000 Penalty: 3970.662109
	Iteration 61Q: 3 clusters Score -424664.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -424668.531250 Penalty: 3970.662109
	Iteration 62Q: 3 clusters Score -424668.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -424674.343750 Penalty: 3970.662109
	Iteration 63Q: 3 clusters Score -424674.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -424680.062500 Penalty: 3970.662109
	Iteration 64Q: 3 clusters Score -424680.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -424685.593750 Penalty: 3970.662109
	Iteration 65Q: 3 clusters Score -424685.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -424689.968750 Penalty: 3970.662109
	Iteration 66Q: 3 clusters Score -424690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -424692.031250 Penalty: 3970.662109
	Iteration 67Q: 3 clusters Score -424692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -424696.093750 Penalty: 3970.662109
	Iteration 68Q: 3 clusters Score -424696.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -424701.375000 Penalty: 3970.662109
	Iteration 69Q: 3 clusters Score -424701.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -424705.031250 Penalty: 3970.662109
	Iteration 70Q: 3 clusters Score -424705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -424707.468750 Penalty: 3970.662109
	Iteration 71Q: 3 clusters Score -424707.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -424711.843750 Penalty: 3970.662109
	Iteration 72Q: 3 clusters Score -424711.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -424715.406250 Penalty: 3970.662109
	Iteration 73Q: 3 clusters Score -424715.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -424717.218750 Penalty: 3970.662109
	Iteration 74Q: 3 clusters Score -424717.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -424717.500000 Penalty: 3970.662109
	Iteration 75Q: 3 clusters Score -424717.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -424719.125000 Penalty: 3970.662109
	Iteration 76Q: 3 clusters Score -424719.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -424719.468750 Penalty: 3970.662109
	Iteration 77Q: 3 clusters Score -424719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -424719.843750 Penalty: 3970.662109
	Iteration 78Q: 3 clusters Score -424719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -424719.843750 Penalty: 3970.662109
	Iteration 79F: 3 clusters Score -424719.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Entering Unmasked Estep 
Score: -8325119.000000 Penalty: 2735.059570
	Iteration 0F: 2 clusters Score -8325119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -8283866.000000 Penalty: 5470.119141
	Iteration 0F: 3 clusters Score -8283866 nChanged 28552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -8299841.500000 Penalty: 5470.119141
	Iteration 1F: 3 clusters Score -8299842 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -8300531.000000 Penalty: 5470.119141
	Iteration 2Q: 3 clusters Score -8300531 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -8301340.500000 Penalty: 5470.119141
	Iteration 3Q: 3 clusters Score -8301340 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -8302264.000000 Penalty: 5470.119141
	Iteration 4Q: 3 clusters Score -8302264 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -8303354.500000 Penalty: 5470.119141
	Iteration 5Q: 3 clusters Score -8303354 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -8304505.500000 Penalty: 5470.119141
	Iteration 6Q: 3 clusters Score -8304506 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -8305860.500000 Penalty: 5470.119141
	Iteration 7F: 3 clusters Score -8305860 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -8307408.500000 Penalty: 5470.119141
	Iteration 8F: 3 clusters Score -8307408 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -8308988.000000 Penalty: 5470.119141
	Iteration 9F: 3 clusters Score -8308988 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -8310793.000000 Penalty: 5470.119141
	Iteration 10F: 3 clusters Score -8310793 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -8312861.000000 Penalty: 5470.119141
	Iteration 11F: 3 clusters Score -8312861 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50404 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -8315313.500000 Penalty: 5470.119141
	Iteration 12F: 3 clusters Score -8315314 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -8317751.500000 Penalty: 5470.119141
	Iteration 13F: 3 clusters Score -8317752 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -8319890.500000 Penalty: 5470.119141
	Iteration 14Q: 3 clusters Score -8319890 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57569 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -8321456.500000 Penalty: 5470.119141
	Iteration 15Q: 3 clusters Score -8321456 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58626 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -8322367.000000 Penalty: 5470.119141
	Iteration 16Q: 3 clusters Score -8322367 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59251 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8322901.000000 Penalty: 5470.119141
	Iteration 17Q: 3 clusters Score -8322901 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8323155.000000 Penalty: 5470.119141
	Iteration 18Q: 3 clusters Score -8323155 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -8323373.000000 Penalty: 5470.119141
	Iteration 19Q: 3 clusters Score -8323373 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59976 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8323490.500000 Penalty: 5470.119141
	Iteration 20F: 3 clusters Score -8323490 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60073 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8323592.000000 Penalty: 5470.119141
	Iteration 21Q: 3 clusters Score -8323592 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60139 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8323611.000000 Penalty: 5470.119141
	Iteration 22Q: 3 clusters Score -8323611 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60191 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8323665.000000 Penalty: 5470.119141
	Iteration 23Q: 3 clusters Score -8323665 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60231 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8323674.000000 Penalty: 5470.119141
	Iteration 24Q: 3 clusters Score -8323674 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8323693.500000 Penalty: 5470.119141
	Iteration 25Q: 3 clusters Score -8323694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8323694.000000 Penalty: 5470.119141
	Iteration 26Q: 3 clusters Score -8323694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60301 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8323723.000000 Penalty: 5470.119141
	Iteration 27Q: 3 clusters Score -8323723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60323 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8323750.500000 Penalty: 5470.119141
	Iteration 28Q: 3 clusters Score -8323750 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60348 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8323760.000000 Penalty: 5470.119141
	Iteration 29Q: 3 clusters Score -8323760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8323763.000000 Penalty: 5470.119141
	Iteration 30Q: 3 clusters Score -8323763 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60366 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8323780.500000 Penalty: 5470.119141
	Iteration 31Q: 3 clusters Score -8323780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8323783.000000 Penalty: 5470.119141
	Iteration 32Q: 3 clusters Score -8323783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8323789.500000 Penalty: 5470.119141
	Iteration 33Q: 3 clusters Score -8323790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60391 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8323781.000000 Penalty: 5470.119141
	Iteration 34Q: 3 clusters Score -8323781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60396 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8323794.000000 Penalty: 5470.119141
	Iteration 35Q: 3 clusters Score -8323794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60401 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8323798.000000 Penalty: 5470.119141
	Iteration 36Q: 3 clusters Score -8323798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60414 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8323802.500000 Penalty: 5470.119141
	Iteration 37Q: 3 clusters Score -8323802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8323796.500000 Penalty: 5470.119141
	Iteration 38Q: 3 clusters Score -8323796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8323787.500000 Penalty: 5470.119141
	Iteration 39Q: 3 clusters Score -8323788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8323790.500000 Penalty: 5470.119141
	Iteration 40F: 3 clusters Score -8323790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8323799.500000 Penalty: 5470.119141
	Iteration 41Q: 3 clusters Score -8323800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8323794.000000 Penalty: 5470.119141
	Iteration 42Q: 3 clusters Score -8323794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60421 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8323799.500000 Penalty: 5470.119141
	Iteration 43Q: 3 clusters Score -8323800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8323799.500000 Penalty: 5470.119141
	Iteration 44Q: 3 clusters Score -8323800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8323797.500000 Penalty: 5470.119141
	Iteration 45Q: 3 clusters Score -8323798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8323794.500000 Penalty: 5470.119141
	Iteration 46Q: 3 clusters Score -8323794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8323794.500000 Penalty: 5470.119141
	Iteration 47F: 3 clusters Score -8323794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103456.054688 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -101710.828125 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101710.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -102105.968750 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102106 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -102382.484375 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -102382.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -102660.265625 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -102660.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -102737.679688 Penalty: 3322.340820
	Iteration 4Q: 3 clusters Score -102737.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -102806.312500 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -102806.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -102843.382812 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -102843.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102883.640625 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -102883.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102926.445312 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -102926.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -102991.343750 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -102991.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -103072.640625 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -103072.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -103135.773438 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -103135.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -103217.515625 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -103217.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -103291.882812 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -103291.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -103419.296875 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -103419.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -103489.515625 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -103489.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -103544.398438 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -103544.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -103566.015625 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -103566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -103573.906250 Penalty: 3322.340820
	Iteration 18Q: 3 clusters Score -103573.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -103578.367188 Penalty: 3322.340820
	Iteration 19Q: 3 clusters Score -103578.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -103579.820312 Penalty: 3322.340820
	Iteration 20F: 3 clusters Score -103579.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 32282 members 
Mstep: Class 3 contains 8496 members 
Mstep: Class 4 contains 2997 members 
Mstep: Class 5 contains 61603 members 
Mstep: Class 6 contains 231 members 
Mstep: Class 7 contains 48946 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 36548 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29034 members 
Mstep: Class 12 contains 85137 members 
Mstep: Class 13 contains 29455 members 
Mstep: Class 14 contains 276470 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23971 members 
Mstep: Class 17 contains 11314 members 
Mstep: Class 18 contains 25672 members 
Mstep: Class 19 contains 144710 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14740 members 
Mstep: Class 28 contains 580 members 
Entering Unmasked Estep 
Score: -122232808.000000 Penalty: 95255.710938
Splitting cluster 6 changes total score from -122234608.000000 to -122232808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (48946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Entering Unmasked Estep 
Score: -6768480.500000 Penalty: 2678.021484
	Iteration 0F: 2 clusters Score -6768480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -6735782.500000 Penalty: 5356.042969
	Iteration 0F: 3 clusters Score -6735782 nChanged 22466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -6748079.500000 Penalty: 5356.042969
	Iteration 1F: 3 clusters Score -6748080 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -6748719.000000 Penalty: 5356.042969
	Iteration 2Q: 3 clusters Score -6748719 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -6749396.000000 Penalty: 5356.042969
	Iteration 3Q: 3 clusters Score -6749396 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -6750330.000000 Penalty: 5356.042969
	Iteration 4Q: 3 clusters Score -6750330 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -6751498.000000 Penalty: 5356.042969
	Iteration 5Q: 3 clusters Score -6751498 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -6752958.000000 Penalty: 5356.042969
	Iteration 6F: 3 clusters Score -6752958 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -6754718.000000 Penalty: 5356.042969
	Iteration 7F: 3 clusters Score -6754718 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -6756440.000000 Penalty: 5356.042969
	Iteration 8F: 3 clusters Score -6756440 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -6757944.000000 Penalty: 5356.042969
	Iteration 9F: 3 clusters Score -6757944 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -6759156.000000 Penalty: 5356.042969
	Iteration 10Q: 3 clusters Score -6759156 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -6760137.000000 Penalty: 5356.042969
	Iteration 11Q: 3 clusters Score -6760137 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -6761106.500000 Penalty: 5356.042969
	Iteration 12Q: 3 clusters Score -6761106 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -6761962.500000 Penalty: 5356.042969
	Iteration 13Q: 3 clusters Score -6761962 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -6762844.500000 Penalty: 5356.042969
	Iteration 14Q: 3 clusters Score -6762844 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -6763594.000000 Penalty: 5356.042969
	Iteration 15Q: 3 clusters Score -6763594 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -6764247.000000 Penalty: 5356.042969
	Iteration 16Q: 3 clusters Score -6764247 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -6764690.000000 Penalty: 5356.042969
	Iteration 17Q: 3 clusters Score -6764690 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -6765134.000000 Penalty: 5356.042969
	Iteration 18Q: 3 clusters Score -6765134 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -6765453.000000 Penalty: 5356.042969
	Iteration 19Q: 3 clusters Score -6765453 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -6765664.000000 Penalty: 5356.042969
	Iteration 20F: 3 clusters Score -6765664 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -6765834.500000 Penalty: 5356.042969
	Iteration 21Q: 3 clusters Score -6765834 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -6765940.500000 Penalty: 5356.042969
	Iteration 22Q: 3 clusters Score -6765940 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -6766025.500000 Penalty: 5356.042969
	Iteration 23Q: 3 clusters Score -6766026 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -6766074.000000 Penalty: 5356.042969
	Iteration 24Q: 3 clusters Score -6766074 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -6766129.500000 Penalty: 5356.042969
	Iteration 25Q: 3 clusters Score -6766130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -6766172.500000 Penalty: 5356.042969
	Iteration 26Q: 3 clusters Score -6766172 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -6766193.000000 Penalty: 5356.042969
	Iteration 27Q: 3 clusters Score -6766193 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -6766223.000000 Penalty: 5356.042969
	Iteration 28Q: 3 clusters Score -6766223 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -6766238.500000 Penalty: 5356.042969
	Iteration 29Q: 3 clusters Score -6766238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 47515 members 
Entering Unmasked Estep 
Score: -6766254.500000 Penalty: 5356.042969
	Iteration 30Q: 3 clusters Score -6766254 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -6766276.000000 Penalty: 5356.042969
	Iteration 31Q: 3 clusters Score -6766276 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -6766297.500000 Penalty: 5356.042969
	Iteration 32Q: 3 clusters Score -6766298 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -6766316.000000 Penalty: 5356.042969
	Iteration 33Q: 3 clusters Score -6766316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -6766328.000000 Penalty: 5356.042969
	Iteration 34Q: 3 clusters Score -6766328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -6766345.500000 Penalty: 5356.042969
	Iteration 35Q: 3 clusters Score -6766346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 47709 members 
Entering Unmasked Estep 
Score: -6766348.500000 Penalty: 5356.042969
	Iteration 36Q: 3 clusters Score -6766348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -6766350.000000 Penalty: 5356.042969
	Iteration 37Q: 3 clusters Score -6766350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -6766360.000000 Penalty: 5356.042969
	Iteration 38Q: 3 clusters Score -6766360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 47732 members 
Entering Unmasked Estep 
Score: -6766370.000000 Penalty: 5356.042969
	Iteration 39Q: 3 clusters Score -6766370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 47738 members 
Entering Unmasked Estep 
Score: -6766367.000000 Penalty: 5356.042969
	Iteration 40F: 3 clusters Score -6766367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -6766372.000000 Penalty: 5356.042969
	Iteration 41Q: 3 clusters Score -6766372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -6766371.500000 Penalty: 5356.042969
	Iteration 42Q: 3 clusters Score -6766372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 47753 members 
Entering Unmasked Estep 
Score: -6766370.000000 Penalty: 5356.042969
	Iteration 43Q: 3 clusters Score -6766370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -6766374.500000 Penalty: 5356.042969
	Iteration 44Q: 3 clusters Score -6766374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -6766373.000000 Penalty: 5356.042969
	Iteration 45Q: 3 clusters Score -6766373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 47759 members 
Entering Unmasked Estep 
Score: -6766369.000000 Penalty: 5356.042969
	Iteration 46Q: 3 clusters Score -6766369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -6766377.000000 Penalty: 5356.042969
	Iteration 47Q: 3 clusters Score -6766377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -6766380.000000 Penalty: 5356.042969
	Iteration 48Q: 3 clusters Score -6766380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -6766388.000000 Penalty: 5356.042969
	Iteration 49Q: 3 clusters Score -6766388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -6766389.500000 Penalty: 5356.042969
	Iteration 50Q: 3 clusters Score -6766390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 47771 members 
Entering Unmasked Estep 
Score: -6766383.000000 Penalty: 5356.042969
	Iteration 51Q: 3 clusters Score -6766383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -6766380.500000 Penalty: 5356.042969
	Iteration 52Q: 3 clusters Score -6766380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 47770 members 
Entering Unmasked Estep 
Score: -6766380.500000 Penalty: 5356.042969
	Iteration 53F: 3 clusters Score -6766380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Entering Unmasked Estep 
Score: -770929.687500 Penalty: 2147.226562
	Iteration 0F: 2 clusters Score -770929.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -765966.625000 Penalty: 4294.453125
	Iteration 0F: 3 clusters Score -765966.6 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -767179.125000 Penalty: 4294.453125
	Iteration 1F: 3 clusters Score -767179.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -767375.000000 Penalty: 4294.453125
	Iteration 2F: 3 clusters Score -767375 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -767525.375000 Penalty: 4294.453125
	Iteration 3Q: 3 clusters Score -767525.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -767670.250000 Penalty: 4294.453125
	Iteration 4Q: 3 clusters Score -767670.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -767847.500000 Penalty: 4294.453125
	Iteration 5Q: 3 clusters Score -767847.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -768103.937500 Penalty: 4294.453125
	Iteration 6F: 3 clusters Score -768103.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -768446.875000 Penalty: 4294.453125
	Iteration 7F: 3 clusters Score -768446.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -768812.562500 Penalty: 4294.453125
	Iteration 8F: 3 clusters Score -768812.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -769071.000000 Penalty: 4294.453125
	Iteration 9F: 3 clusters Score -769071 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -769224.062500 Penalty: 4294.453125
	Iteration 10Q: 3 clusters Score -769224.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -769313.500000 Penalty: 4294.453125
	Iteration 11Q: 3 clusters Score -769313.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -769361.125000 Penalty: 4294.453125
	Iteration 12Q: 3 clusters Score -769361.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -769396.500000 Penalty: 4294.453125
	Iteration 13Q: 3 clusters Score -769396.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -769427.937500 Penalty: 4294.453125
	Iteration 14Q: 3 clusters Score -769427.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -769449.500000 Penalty: 4294.453125
	Iteration 15Q: 3 clusters Score -769449.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -769465.125000 Penalty: 4294.453125
	Iteration 16Q: 3 clusters Score -769465.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -769478.937500 Penalty: 4294.453125
	Iteration 17Q: 3 clusters Score -769478.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -769486.500000 Penalty: 4294.453125
	Iteration 18Q: 3 clusters Score -769486.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -769494.812500 Penalty: 4294.453125
	Iteration 19Q: 3 clusters Score -769494.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -769498.562500 Penalty: 4294.453125
	Iteration 20F: 3 clusters Score -769498.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -769501.687500 Penalty: 4294.453125
	Iteration 21Q: 3 clusters Score -769501.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -769503.500000 Penalty: 4294.453125
	Iteration 22Q: 3 clusters Score -769503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -769504.937500 Penalty: 4294.453125
	Iteration 23Q: 3 clusters Score -769504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -769507.062500 Penalty: 4294.453125
	Iteration 24Q: 3 clusters Score -769507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -769507.812500 Penalty: 4294.453125
	Iteration 25Q: 3 clusters Score -769507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -769508.875000 Penalty: 4294.453125
	Iteration 26Q: 3 clusters Score -769508.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -769509.000000 Penalty: 4294.453125
	Iteration 27Q: 3 clusters Score -769509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -769509.437500 Penalty: 4294.453125
	Iteration 28Q: 3 clusters Score -769509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -769508.937500 Penalty: 4294.453125
	Iteration 29Q: 3 clusters Score -769508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -769508.937500 Penalty: 4294.453125
	Iteration 30F: 3 clusters Score -769508.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Entering Unmasked Estep 
Score: -5081978.500000 Penalty: 2605.582764
	Iteration 0F: 2 clusters Score -5081978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -5057098.500000 Penalty: 5211.165527
	Iteration 0F: 3 clusters Score -5057098 nChanged 16591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -5066383.500000 Penalty: 5211.165527
	Iteration 1F: 3 clusters Score -5066384 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -5067180.000000 Penalty: 5211.165527
	Iteration 2F: 3 clusters Score -5067180 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -5068169.000000 Penalty: 5211.165527
	Iteration 3F: 3 clusters Score -5068169 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -5069538.500000 Penalty: 5211.165527
	Iteration 4F: 3 clusters Score -5069538 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -5071375.000000 Penalty: 5211.165527
	Iteration 5F: 3 clusters Score -5071375 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -5073313.000000 Penalty: 5211.165527
	Iteration 6F: 3 clusters Score -5073313 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -5074948.000000 Penalty: 5211.165527
	Iteration 7F: 3 clusters Score -5074948 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -5076157.500000 Penalty: 5211.165527
	Iteration 8Q: 3 clusters Score -5076158 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -5076872.500000 Penalty: 5211.165527
	Iteration 9Q: 3 clusters Score -5076872 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -5077351.500000 Penalty: 5211.165527
	Iteration 10Q: 3 clusters Score -5077352 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -5077659.000000 Penalty: 5211.165527
	Iteration 11Q: 3 clusters Score -5077659 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -5077946.500000 Penalty: 5211.165527
	Iteration 12Q: 3 clusters Score -5077946 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -5078183.000000 Penalty: 5211.165527
	Iteration 13Q: 3 clusters Score -5078183 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -5078363.000000 Penalty: 5211.165527
	Iteration 14Q: 3 clusters Score -5078363 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -5078570.500000 Penalty: 5211.165527
	Iteration 15Q: 3 clusters Score -5078570 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -5078709.000000 Penalty: 5211.165527
	Iteration 16Q: 3 clusters Score -5078709 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -5078838.000000 Penalty: 5211.165527
	Iteration 17Q: 3 clusters Score -5078838 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -5078982.000000 Penalty: 5211.165527
	Iteration 18Q: 3 clusters Score -5078982 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -5079093.000000 Penalty: 5211.165527
	Iteration 19Q: 3 clusters Score -5079093 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -5079218.500000 Penalty: 5211.165527
	Iteration 20F: 3 clusters Score -5079218 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5079331.500000 Penalty: 5211.165527
	Iteration 21Q: 3 clusters Score -5079332 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -5079402.500000 Penalty: 5211.165527
	Iteration 22Q: 3 clusters Score -5079402 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -5079493.500000 Penalty: 5211.165527
	Iteration 23Q: 3 clusters Score -5079494 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -5079547.500000 Penalty: 5211.165527
	Iteration 24Q: 3 clusters Score -5079548 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -5079596.500000 Penalty: 5211.165527
	Iteration 25Q: 3 clusters Score -5079596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -5079630.000000 Penalty: 5211.165527
	Iteration 26Q: 3 clusters Score -5079630 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -5079670.500000 Penalty: 5211.165527
	Iteration 27Q: 3 clusters Score -5079670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -5079689.000000 Penalty: 5211.165527
	Iteration 28Q: 3 clusters Score -5079689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -5079714.000000 Penalty: 5211.165527
	Iteration 29Q: 3 clusters Score -5079714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -5079736.500000 Penalty: 5211.165527
	Iteration 30Q: 3 clusters Score -5079736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -5079759.500000 Penalty: 5211.165527
	Iteration 31Q: 3 clusters Score -5079760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -5079792.500000 Penalty: 5211.165527
	Iteration 32Q: 3 clusters Score -5079792 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -5079810.000000 Penalty: 5211.165527
	Iteration 33Q: 3 clusters Score -5079810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 35537 members 
Entering Unmasked Estep 
Score: -5079823.000000 Penalty: 5211.165527
	Iteration 34Q: 3 clusters Score -5079823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -5079834.500000 Penalty: 5211.165527
	Iteration 35Q: 3 clusters Score -5079834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -5079857.000000 Penalty: 5211.165527
	Iteration 36Q: 3 clusters Score -5079857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -5079856.000000 Penalty: 5211.165527
	Iteration 37Q: 3 clusters Score -5079856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -5079874.500000 Penalty: 5211.165527
	Iteration 38Q: 3 clusters Score -5079874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -5079880.000000 Penalty: 5211.165527
	Iteration 39Q: 3 clusters Score -5079880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -5079889.000000 Penalty: 5211.165527
	Iteration 40F: 3 clusters Score -5079889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -5079890.500000 Penalty: 5211.165527
	Iteration 41Q: 3 clusters Score -5079890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -5079891.500000 Penalty: 5211.165527
	Iteration 42Q: 3 clusters Score -5079892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -5079899.000000 Penalty: 5211.165527
	Iteration 43Q: 3 clusters Score -5079899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -5079899.500000 Penalty: 5211.165527
	Iteration 44Q: 3 clusters Score -5079900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -5079897.000000 Penalty: 5211.165527
	Iteration 45Q: 3 clusters Score -5079897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -5079899.500000 Penalty: 5211.165527
	Iteration 46Q: 3 clusters Score -5079900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -5079897.500000 Penalty: 5211.165527
	Iteration 47Q: 3 clusters Score -5079898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -5079897.500000 Penalty: 5211.165527
	Iteration 48F: 3 clusters Score -5079898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -149504.531250 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -149504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -147483.125000 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -147483.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -147885.296875 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -147885.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -148065.640625 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -148065.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -148233.875000 Penalty: 3525.283203
	Iteration 3F: 3 clusters Score -148233.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -148396.671875 Penalty: 3525.283203
	Iteration 4Q: 3 clusters Score -148396.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -148582.484375 Penalty: 3525.283203
	Iteration 5F: 3 clusters Score -148582.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -148760.406250 Penalty: 3525.283203
	Iteration 6F: 3 clusters Score -148760.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -148965.484375 Penalty: 3525.283203
	Iteration 7F: 3 clusters Score -148965.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -149127.484375 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -149127.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -149193.468750 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -149193.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -149239.265625 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -149239.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -149274.921875 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -149274.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -149304.062500 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -149304.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -149330.015625 Penalty: 3525.283203
	Iteration 13Q: 3 clusters Score -149330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -149352.531250 Penalty: 3525.283203
	Iteration 14Q: 3 clusters Score -149352.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -149364.953125 Penalty: 3525.283203
	Iteration 15Q: 3 clusters Score -149365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -149375.187500 Penalty: 3525.283203
	Iteration 16Q: 3 clusters Score -149375.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -149383.859375 Penalty: 3525.283203
	Iteration 17Q: 3 clusters Score -149383.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -149397.625000 Penalty: 3525.283203
	Iteration 18Q: 3 clusters Score -149397.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -149419.625000 Penalty: 3525.283203
	Iteration 19Q: 3 clusters Score -149419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -149435.171875 Penalty: 3525.283203
	Iteration 20F: 3 clusters Score -149435.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -149449.859375 Penalty: 3525.283203
	Iteration 21Q: 3 clusters Score -149449.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -149458.437500 Penalty: 3525.283203
	Iteration 22Q: 3 clusters Score -149458.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -149462.171875 Penalty: 3525.283203
	Iteration 23Q: 3 clusters Score -149462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -149468.406250 Penalty: 3525.283203
	Iteration 24Q: 3 clusters Score -149468.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -149472.703125 Penalty: 3525.283203
	Iteration 25Q: 3 clusters Score -149472.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -149483.453125 Penalty: 3525.283203
	Iteration 26Q: 3 clusters Score -149483.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -149483.453125 Penalty: 3525.283203
	Iteration 27F: 3 clusters Score -149483.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Entering Unmasked Estep 
Score: -4061909.500000 Penalty: 2548.503418
	Iteration 0F: 2 clusters Score -4061910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -4041907.750000 Penalty: 5097.006836
	Iteration 0F: 3 clusters Score -4041908 nChanged 13043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -4048909.750000 Penalty: 5097.006836
	Iteration 1F: 3 clusters Score -4048910 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4049345.500000 Penalty: 5097.006836
	Iteration 2Q: 3 clusters Score -4049346 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -4049734.500000 Penalty: 5097.006836
	Iteration 3Q: 3 clusters Score -4049734 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -4050105.250000 Penalty: 5097.006836
	Iteration 4Q: 3 clusters Score -4050105 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -4050509.750000 Penalty: 5097.006836
	Iteration 5Q: 3 clusters Score -4050510 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -4051048.750000 Penalty: 5097.006836
	Iteration 6Q: 3 clusters Score -4051049 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -4051843.000000 Penalty: 5097.006836
	Iteration 7Q: 3 clusters Score -4051843 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -4052969.500000 Penalty: 5097.006836
	Iteration 8F: 3 clusters Score -4052970 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -4054429.750000 Penalty: 5097.006836
	Iteration 9F: 3 clusters Score -4054430 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -4055987.000000 Penalty: 5097.006836
	Iteration 10F: 3 clusters Score -4055987 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -4057350.500000 Penalty: 5097.006836
	Iteration 11F: 3 clusters Score -4057350 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -4058305.000000 Penalty: 5097.006836
	Iteration 12Q: 3 clusters Score -4058305 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -4058880.000000 Penalty: 5097.006836
	Iteration 13Q: 3 clusters Score -4058880 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -4059211.000000 Penalty: 5097.006836
	Iteration 14Q: 3 clusters Score -4059211 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -4059418.500000 Penalty: 5097.006836
	Iteration 15Q: 3 clusters Score -4059418 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -4059550.250000 Penalty: 5097.006836
	Iteration 16Q: 3 clusters Score -4059550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -4059623.000000 Penalty: 5097.006836
	Iteration 17Q: 3 clusters Score -4059623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -4059675.000000 Penalty: 5097.006836
	Iteration 18Q: 3 clusters Score -4059675 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -4059704.500000 Penalty: 5097.006836
	Iteration 19Q: 3 clusters Score -4059704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -4059736.000000 Penalty: 5097.006836
	Iteration 20F: 3 clusters Score -4059736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -4059757.000000 Penalty: 5097.006836
	Iteration 21Q: 3 clusters Score -4059757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -4059768.000000 Penalty: 5097.006836
	Iteration 22Q: 3 clusters Score -4059768 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -4059784.750000 Penalty: 5097.006836
	Iteration 23Q: 3 clusters Score -4059785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -4059794.500000 Penalty: 5097.006836
	Iteration 24Q: 3 clusters Score -4059794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -4059800.000000 Penalty: 5097.006836
	Iteration 25Q: 3 clusters Score -4059800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -4059807.000000 Penalty: 5097.006836
	Iteration 26Q: 3 clusters Score -4059807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -4059811.750000 Penalty: 5097.006836
	Iteration 27Q: 3 clusters Score -4059812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -4059818.250000 Penalty: 5097.006836
	Iteration 28Q: 3 clusters Score -4059818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 28610 members 
Entering Unmasked Estep 
Score: -4059817.500000 Penalty: 5097.006836
	Iteration 29Q: 3 clusters Score -4059818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -4059820.750000 Penalty: 5097.006836
	Iteration 30Q: 3 clusters Score -4059821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -4059826.000000 Penalty: 5097.006836
	Iteration 31Q: 3 clusters Score -4059826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -4059828.250000 Penalty: 5097.006836
	Iteration 32Q: 3 clusters Score -4059828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -4059829.250000 Penalty: 5097.006836
	Iteration 33Q: 3 clusters Score -4059829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -4059831.250000 Penalty: 5097.006836
	Iteration 34Q: 3 clusters Score -4059831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -4059830.750000 Penalty: 5097.006836
	Iteration 35Q: 3 clusters Score -4059831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -4059830.750000 Penalty: 5097.006836
	Iteration 36F: 3 clusters Score -4059831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85137 members 
Entering Unmasked Estep 
Score: -11794882.000000 Penalty: 2815.300293
	Iteration 0F: 2 clusters Score -1.179488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -11737660.000000 Penalty: 5630.600586
	Iteration 0F: 3 clusters Score -1.173766e+07 nChanged 40289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -11760740.000000 Penalty: 5630.600586
	Iteration 1F: 3 clusters Score -1.176074e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 40989 members 
Entering Unmasked Estep 
Score: -11761699.000000 Penalty: 5630.600586
	Iteration 2Q: 3 clusters Score -1.17617e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -11762636.000000 Penalty: 5630.600586
	Iteration 3Q: 3 clusters Score -1.176264e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -11763847.000000 Penalty: 5630.600586
	Iteration 4Q: 3 clusters Score -1.176385e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -11765192.000000 Penalty: 5630.600586
	Iteration 5Q: 3 clusters Score -1.176519e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -11766964.000000 Penalty: 5630.600586
	Iteration 6Q: 3 clusters Score -1.176696e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -11768905.000000 Penalty: 5630.600586
	Iteration 7Q: 3 clusters Score -1.17689e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -11770884.000000 Penalty: 5630.600586
	Iteration 8Q: 3 clusters Score -1.177088e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -11772864.000000 Penalty: 5630.600586
	Iteration 9Q: 3 clusters Score -1.177286e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57426 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -11774935.000000 Penalty: 5630.600586
	Iteration 10Q: 3 clusters Score -1.177494e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60729 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -11776879.000000 Penalty: 5630.600586
	Iteration 11Q: 3 clusters Score -1.177688e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64270 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -11778962.000000 Penalty: 5630.600586
	Iteration 12Q: 3 clusters Score -1.177896e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68023 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -11781138.000000 Penalty: 5630.600586
	Iteration 13Q: 3 clusters Score -1.178114e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -11783532.000000 Penalty: 5630.600586
	Iteration 14Q: 3 clusters Score -1.178353e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75238 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -11785872.000000 Penalty: 5630.600586
	Iteration 15Q: 3 clusters Score -1.178587e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78314 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -11788061.000000 Penalty: 5630.600586
	Iteration 16Q: 3 clusters Score -1.178806e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80643 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -11789632.000000 Penalty: 5630.600586
	Iteration 17Q: 3 clusters Score -1.178963e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82228 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -11790772.000000 Penalty: 5630.600586
	Iteration 18Q: 3 clusters Score -1.179077e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83172 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -11791435.000000 Penalty: 5630.600586
	Iteration 19Q: 3 clusters Score -1.179144e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -11791804.000000 Penalty: 5630.600586
	Iteration 20F: 3 clusters Score -1.17918e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84027 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -11792006.000000 Penalty: 5630.600586
	Iteration 21Q: 3 clusters Score -1.179201e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -11792134.000000 Penalty: 5630.600586
	Iteration 22Q: 3 clusters Score -1.179213e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84308 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -11792238.000000 Penalty: 5630.600586
	Iteration 23Q: 3 clusters Score -1.179224e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -11792278.000000 Penalty: 5630.600586
	Iteration 24Q: 3 clusters Score -1.179228e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84409 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11792300.000000 Penalty: 5630.600586
	Iteration 25Q: 3 clusters Score -1.17923e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84444 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11792324.000000 Penalty: 5630.600586
	Iteration 26Q: 3 clusters Score -1.179232e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84467 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -11792345.000000 Penalty: 5630.600586
	Iteration 27Q: 3 clusters Score -1.179234e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11792371.000000 Penalty: 5630.600586
	Iteration 28Q: 3 clusters Score -1.179237e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84510 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -11792396.000000 Penalty: 5630.600586
	Iteration 29Q: 3 clusters Score -1.17924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11792415.000000 Penalty: 5630.600586
	Iteration 30Q: 3 clusters Score -1.179242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84543 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11792416.000000 Penalty: 5630.600586
	Iteration 31Q: 3 clusters Score -1.179242e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84555 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -11792417.000000 Penalty: 5630.600586
	Iteration 32Q: 3 clusters Score -1.179242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84560 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11792432.000000 Penalty: 5630.600586
	Iteration 33Q: 3 clusters Score -1.179243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84564 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -11792435.000000 Penalty: 5630.600586
	Iteration 34Q: 3 clusters Score -1.179244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -11792440.000000 Penalty: 5630.600586
	Iteration 35Q: 3 clusters Score -1.179244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84572 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -11792440.000000 Penalty: 5630.600586
	Iteration 36Q: 3 clusters Score -1.179244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84571 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -11792447.000000 Penalty: 5630.600586
	Iteration 37Q: 3 clusters Score -1.179245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11792456.000000 Penalty: 5630.600586
	Iteration 38Q: 3 clusters Score -1.179246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84576 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11792455.000000 Penalty: 5630.600586
	Iteration 39Q: 3 clusters Score -1.179246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84577 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11792458.000000 Penalty: 5630.600586
	Iteration 40F: 3 clusters Score -1.179246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84577 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -11792466.000000 Penalty: 5630.600586
	Iteration 41Q: 3 clusters Score -1.179247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84579 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -11792468.000000 Penalty: 5630.600586
	Iteration 42Q: 3 clusters Score -1.179247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84584 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -11792476.000000 Penalty: 5630.600586
	Iteration 43Q: 3 clusters Score -1.179248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84590 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11792477.000000 Penalty: 5630.600586
	Iteration 44Q: 3 clusters Score -1.179248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -11792484.000000 Penalty: 5630.600586
	Iteration 45Q: 3 clusters Score -1.179248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84603 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -11792487.000000 Penalty: 5630.600586
	Iteration 46Q: 3 clusters Score -1.179249e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84610 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -11792498.000000 Penalty: 5630.600586
	Iteration 47Q: 3 clusters Score -1.17925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11792493.000000 Penalty: 5630.600586
	Iteration 48Q: 3 clusters Score -1.179249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -11792490.000000 Penalty: 5630.600586
	Iteration 49Q: 3 clusters Score -1.179249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84613 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -11792490.000000 Penalty: 5630.600586
	Iteration 50Q: 3 clusters Score -1.179249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11792501.000000 Penalty: 5630.600586
	Iteration 51Q: 3 clusters Score -1.17925e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84615 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11792501.000000 Penalty: 5630.600586
	Iteration 52F: 3 clusters Score -1.17925e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Entering Unmasked Estep 
Score: -3975637.000000 Penalty: 2552.073486
	Iteration 0F: 2 clusters Score -3975637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -3955422.750000 Penalty: 5104.146973
	Iteration 0F: 3 clusters Score -3955423 nChanged 13262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -3962699.500000 Penalty: 5104.146973
	Iteration 1F: 3 clusters Score -3962700 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3963208.000000 Penalty: 5104.146973
	Iteration 2Q: 3 clusters Score -3963208 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3963748.750000 Penalty: 5104.146973
	Iteration 3Q: 3 clusters Score -3963749 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -3964302.500000 Penalty: 5104.146973
	Iteration 4Q: 3 clusters Score -3964302 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3964849.250000 Penalty: 5104.146973
	Iteration 5Q: 3 clusters Score -3964849 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -3965428.750000 Penalty: 5104.146973
	Iteration 6Q: 3 clusters Score -3965429 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3966061.250000 Penalty: 5104.146973
	Iteration 7Q: 3 clusters Score -3966061 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3966741.750000 Penalty: 5104.146973
	Iteration 8Q: 3 clusters Score -3966742 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -3967432.750000 Penalty: 5104.146973
	Iteration 9Q: 3 clusters Score -3967433 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -3968089.500000 Penalty: 5104.146973
	Iteration 10Q: 3 clusters Score -3968090 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -3968674.250000 Penalty: 5104.146973
	Iteration 11Q: 3 clusters Score -3968674 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -3969158.500000 Penalty: 5104.146973
	Iteration 12Q: 3 clusters Score -3969158 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -3969615.250000 Penalty: 5104.146973
	Iteration 13Q: 3 clusters Score -3969615 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -3970039.000000 Penalty: 5104.146973
	Iteration 14Q: 3 clusters Score -3970039 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -3970395.250000 Penalty: 5104.146973
	Iteration 15Q: 3 clusters Score -3970395 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3970726.250000 Penalty: 5104.146973
	Iteration 16Q: 3 clusters Score -3970726 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -3971076.000000 Penalty: 5104.146973
	Iteration 17Q: 3 clusters Score -3971076 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3971427.250000 Penalty: 5104.146973
	Iteration 18Q: 3 clusters Score -3971427 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3971725.250000 Penalty: 5104.146973
	Iteration 19Q: 3 clusters Score -3971725 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3971973.000000 Penalty: 5104.146973
	Iteration 20F: 3 clusters Score -3971973 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3972131.500000 Penalty: 5104.146973
	Iteration 21Q: 3 clusters Score -3972132 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -3972269.250000 Penalty: 5104.146973
	Iteration 22Q: 3 clusters Score -3972269 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -3972374.500000 Penalty: 5104.146973
	Iteration 23Q: 3 clusters Score -3972374 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3972435.000000 Penalty: 5104.146973
	Iteration 24Q: 3 clusters Score -3972435 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3972473.250000 Penalty: 5104.146973
	Iteration 25Q: 3 clusters Score -3972473 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -3972500.750000 Penalty: 5104.146973
	Iteration 26Q: 3 clusters Score -3972501 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3972513.000000 Penalty: 5104.146973
	Iteration 27Q: 3 clusters Score -3972513 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3972525.500000 Penalty: 5104.146973
	Iteration 28Q: 3 clusters Score -3972526 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -3972544.250000 Penalty: 5104.146973
	Iteration 29Q: 3 clusters Score -3972544 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3972543.250000 Penalty: 5104.146973
	Iteration 30Q: 3 clusters Score -3972543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3972548.000000 Penalty: 5104.146973
	Iteration 31Q: 3 clusters Score -3972548 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -3972549.000000 Penalty: 5104.146973
	Iteration 32Q: 3 clusters Score -3972549 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3972559.250000 Penalty: 5104.146973
	Iteration 33Q: 3 clusters Score -3972559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3972545.000000 Penalty: 5104.146973
	Iteration 34Q: 3 clusters Score -3972545 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -3972546.000000 Penalty: 5104.146973
	Iteration 35Q: 3 clusters Score -3972546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3972551.500000 Penalty: 5104.146973
	Iteration 36Q: 3 clusters Score -3972552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3972556.750000 Penalty: 5104.146973
	Iteration 37Q: 3 clusters Score -3972557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3972562.500000 Penalty: 5104.146973
	Iteration 38Q: 3 clusters Score -3972562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3972557.750000 Penalty: 5104.146973
	Iteration 39Q: 3 clusters Score -3972558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3972557.750000 Penalty: 5104.146973
	Iteration 40F: 3 clusters Score -3972558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3972564.000000 Penalty: 5104.146973
	Iteration 41Q: 3 clusters Score -3972564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3972558.750000 Penalty: 5104.146973
	Iteration 42Q: 3 clusters Score -3972559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3972558.750000 Penalty: 5104.146973
	Iteration 43F: 3 clusters Score -3972559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (276470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276470 members 
Entering Unmasked Estep 
Score: -38605168.000000 Penalty: 3107.404785
	Iteration 0F: 2 clusters Score -3.860517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137892 members 
Mstep: Class 2 contains 138578 members 
Entering Unmasked Estep 
Score: -38451968.000000 Penalty: 6214.809570
	Iteration 0F: 3 clusters Score -3.845197e+07 nChanged 133867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130205 members 
Mstep: Class 2 contains 146265 members 
Entering Unmasked Estep 
Score: -38531032.000000 Penalty: 6214.809570
	Iteration 1F: 3 clusters Score -3.853103e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125245 members 
Mstep: Class 2 contains 151225 members 
Entering Unmasked Estep 
Score: -38533380.000000 Penalty: 6214.809570
	Iteration 2Q: 3 clusters Score -3.853338e+07 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117645 members 
Mstep: Class 2 contains 158825 members 
Entering Unmasked Estep 
Score: -38537428.000000 Penalty: 6214.809570
	Iteration 3Q: 3 clusters Score -3.853743e+07 nChanged 14605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 170092 members 
Entering Unmasked Estep 
Score: -38544368.000000 Penalty: 6214.809570
	Iteration 4F: 3 clusters Score -3.854437e+07 nChanged 18288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91116 members 
Mstep: Class 2 contains 185354 members 
Entering Unmasked Estep 
Score: -38555244.000000 Penalty: 6214.809570
	Iteration 5F: 3 clusters Score -3.855524e+07 nChanged 20530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72974 members 
Mstep: Class 2 contains 203496 members 
Entering Unmasked Estep 
Score: -38569888.000000 Penalty: 6214.809570
	Iteration 6F: 3 clusters Score -3.856989e+07 nChanged 20214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 222014 members 
Entering Unmasked Estep 
Score: -38585332.000000 Penalty: 6214.809570
	Iteration 7F: 3 clusters Score -3.858533e+07 nChanged 17502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 238620 members 
Entering Unmasked Estep 
Score: -38598424.000000 Penalty: 6214.809570
	Iteration 8F: 3 clusters Score -3.859842e+07 nChanged 13849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 252147 members 
Entering Unmasked Estep 
Score: -38605936.000000 Penalty: 6214.809570
	Iteration 9F: 3 clusters Score -3.860594e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 262431 members 
Entering Unmasked Estep 
Score: -38606356.000000 Penalty: 6214.809570
	Iteration 10Q: 3 clusters Score -3.860636e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 269372 members 
Entering Unmasked Estep 
Score: -38604668.000000 Penalty: 6214.809570
	Iteration 11Q: 3 clusters Score -3.860467e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 273239 members 
Entering Unmasked Estep 
Score: -38603556.000000 Penalty: 6214.809570
	Iteration 12Q: 3 clusters Score -3.860356e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 274952 members 
Entering Unmasked Estep 
Score: -38602968.000000 Penalty: 6214.809570
	Iteration 13Q: 3 clusters Score -3.860297e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 275577 members 
Entering Unmasked Estep 
Score: -38602752.000000 Penalty: 6214.809570
	Iteration 14Q: 3 clusters Score -3.860275e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 275829 members 
Entering Unmasked Estep 
Score: -38602760.000000 Penalty: 6214.809570
	Iteration 15Q: 3 clusters Score -3.860276e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 275946 members 
Entering Unmasked Estep 
Score: -38602764.000000 Penalty: 6214.809570
	Iteration 16Q: 3 clusters Score -3.860276e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 276010 members 
Entering Unmasked Estep 
Score: -38602784.000000 Penalty: 6214.809570
	Iteration 17Q: 3 clusters Score -3.860278e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 276042 members 
Entering Unmasked Estep 
Score: -38602812.000000 Penalty: 6214.809570
	Iteration 18Q: 3 clusters Score -3.860281e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 276055 members 
Entering Unmasked Estep 
Score: -38602808.000000 Penalty: 6214.809570
	Iteration 19Q: 3 clusters Score -3.860281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 276070 members 
Entering Unmasked Estep 
Score: -38602828.000000 Penalty: 6214.809570
	Iteration 20F: 3 clusters Score -3.860283e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 276078 members 
Entering Unmasked Estep 
Score: -38602812.000000 Penalty: 6214.809570
	Iteration 21Q: 3 clusters Score -3.860281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 276085 members 
Entering Unmasked Estep 
Score: -38602812.000000 Penalty: 6214.809570
	Iteration 22Q: 3 clusters Score -3.860281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 276089 members 
Entering Unmasked Estep 
Score: -38602844.000000 Penalty: 6214.809570
	Iteration 23Q: 3 clusters Score -3.860284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 276094 members 
Entering Unmasked Estep 
Score: -38602824.000000 Penalty: 6214.809570
	Iteration 24Q: 3 clusters Score -3.860282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 276094 members 
Entering Unmasked Estep 
Score: -38602832.000000 Penalty: 6214.809570
	Iteration 25Q: 3 clusters Score -3.860283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 276097 members 
Entering Unmasked Estep 
Score: -38602824.000000 Penalty: 6214.809570
	Iteration 26Q: 3 clusters Score -3.860282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 276100 members 
Entering Unmasked Estep 
Score: -38602828.000000 Penalty: 6214.809570
	Iteration 27Q: 3 clusters Score -3.860283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 276104 members 
Entering Unmasked Estep 
Score: -38602824.000000 Penalty: 6214.809570
	Iteration 28Q: 3 clusters Score -3.860282e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 276107 members 
Entering Unmasked Estep 
Score: -38602820.000000 Penalty: 6214.809570
	Iteration 29Q: 3 clusters Score -3.860282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 276108 members 
Entering Unmasked Estep 
Score: -38602808.000000 Penalty: 6214.809570
	Iteration 30Q: 3 clusters Score -3.860281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 276109 members 
Entering Unmasked Estep 
Score: -38602824.000000 Penalty: 6214.809570
	Iteration 31Q: 3 clusters Score -3.860282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 276109 members 
Entering Unmasked Estep 
Score: -38602824.000000 Penalty: 6214.809570
	Iteration 32F: 3 clusters Score -3.860282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -154255.875000 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -154255.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152227.812500 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -152227.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -152512.046875 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -152512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -152598.953125 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -152599 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -152645.984375 Penalty: 3490.365723
	Iteration 3Q: 3 clusters Score -152646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -152663.718750 Penalty: 3490.365723
	Iteration 4Q: 3 clusters Score -152663.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -152678.062500 Penalty: 3490.365723
	Iteration 5Q: 3 clusters Score -152678.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -152685.968750 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -152686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -152692.406250 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -152692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -152697.750000 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -152697.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -152703.531250 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -152703.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -152713.031250 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -152713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -152725.593750 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -152725.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152734.937500 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -152734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -152740.250000 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -152740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -152743.390625 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -152743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -152744.796875 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -152744.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -152746.656250 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -152746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -152748.406250 Penalty: 3490.365723
	Iteration 17Q: 3 clusters Score -152748.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -152749.343750 Penalty: 3490.365723
	Iteration 18Q: 3 clusters Score -152749.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -152753.203125 Penalty: 3490.365723
	Iteration 19Q: 3 clusters Score -152753.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -152756.046875 Penalty: 3490.365723
	Iteration 20F: 3 clusters Score -152756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -152759.593750 Penalty: 3490.365723
	Iteration 21Q: 3 clusters Score -152759.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -152763.343750 Penalty: 3490.365723
	Iteration 22Q: 3 clusters Score -152763.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -152763.343750 Penalty: 3490.365723
	Iteration 23F: 3 clusters Score -152763.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Entering Unmasked Estep 
Score: -3173946.000000 Penalty: 2500.980957
	Iteration 0F: 2 clusters Score -3173946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3157320.000000 Penalty: 5001.961914
	Iteration 0F: 3 clusters Score -3157320 nChanged 10660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3163126.250000 Penalty: 5001.961914
	Iteration 1F: 3 clusters Score -3163126 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3163628.750000 Penalty: 5001.961914
	Iteration 2F: 3 clusters Score -3163629 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -3164082.000000 Penalty: 5001.961914
	Iteration 3Q: 3 clusters Score -3164082 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -3164465.250000 Penalty: 5001.961914
	Iteration 4Q: 3 clusters Score -3164465 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3164808.500000 Penalty: 5001.961914
	Iteration 5Q: 3 clusters Score -3164808 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -3165164.000000 Penalty: 5001.961914
	Iteration 6Q: 3 clusters Score -3165164 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -3165523.500000 Penalty: 5001.961914
	Iteration 7Q: 3 clusters Score -3165524 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -3165895.250000 Penalty: 5001.961914
	Iteration 8Q: 3 clusters Score -3165895 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -3166269.250000 Penalty: 5001.961914
	Iteration 9Q: 3 clusters Score -3166269 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -3166683.500000 Penalty: 5001.961914
	Iteration 10Q: 3 clusters Score -3166684 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -3167151.000000 Penalty: 5001.961914
	Iteration 11Q: 3 clusters Score -3167151 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -3167674.500000 Penalty: 5001.961914
	Iteration 12Q: 3 clusters Score -3167674 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -3168229.500000 Penalty: 5001.961914
	Iteration 13Q: 3 clusters Score -3168230 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -3168726.500000 Penalty: 5001.961914
	Iteration 14Q: 3 clusters Score -3168726 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -3169041.250000 Penalty: 5001.961914
	Iteration 15Q: 3 clusters Score -3169041 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -3169205.500000 Penalty: 5001.961914
	Iteration 16Q: 3 clusters Score -3169206 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -3169332.500000 Penalty: 5001.961914
	Iteration 17Q: 3 clusters Score -3169332 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -3169434.250000 Penalty: 5001.961914
	Iteration 18Q: 3 clusters Score -3169434 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -3169518.000000 Penalty: 5001.961914
	Iteration 19Q: 3 clusters Score -3169518 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -3169599.000000 Penalty: 5001.961914
	Iteration 20F: 3 clusters Score -3169599 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3169673.500000 Penalty: 5001.961914
	Iteration 21Q: 3 clusters Score -3169674 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3169753.750000 Penalty: 5001.961914
	Iteration 22Q: 3 clusters Score -3169754 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3169833.250000 Penalty: 5001.961914
	Iteration 23Q: 3 clusters Score -3169833 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -3169911.500000 Penalty: 5001.961914
	Iteration 24Q: 3 clusters Score -3169912 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3169997.000000 Penalty: 5001.961914
	Iteration 25Q: 3 clusters Score -3169997 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -3170088.250000 Penalty: 5001.961914
	Iteration 26Q: 3 clusters Score -3170088 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3170192.000000 Penalty: 5001.961914
	Iteration 27Q: 3 clusters Score -3170192 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -3170279.750000 Penalty: 5001.961914
	Iteration 28Q: 3 clusters Score -3170280 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3170398.250000 Penalty: 5001.961914
	Iteration 29Q: 3 clusters Score -3170398 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3170517.750000 Penalty: 5001.961914
	Iteration 30Q: 3 clusters Score -3170518 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -3170616.250000 Penalty: 5001.961914
	Iteration 31Q: 3 clusters Score -3170616 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3170714.500000 Penalty: 5001.961914
	Iteration 32Q: 3 clusters Score -3170714 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -3170811.250000 Penalty: 5001.961914
	Iteration 33Q: 3 clusters Score -3170811 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3170895.000000 Penalty: 5001.961914
	Iteration 34Q: 3 clusters Score -3170895 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -3170978.000000 Penalty: 5001.961914
	Iteration 35Q: 3 clusters Score -3170978 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3171049.250000 Penalty: 5001.961914
	Iteration 36Q: 3 clusters Score -3171049 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3171108.750000 Penalty: 5001.961914
	Iteration 37Q: 3 clusters Score -3171109 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3171176.000000 Penalty: 5001.961914
	Iteration 38Q: 3 clusters Score -3171176 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3171246.750000 Penalty: 5001.961914
	Iteration 39Q: 3 clusters Score -3171247 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3171301.250000 Penalty: 5001.961914
	Iteration 40F: 3 clusters Score -3171301 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3171362.750000 Penalty: 5001.961914
	Iteration 41Q: 3 clusters Score -3171363 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3171404.500000 Penalty: 5001.961914
	Iteration 42Q: 3 clusters Score -3171404 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -3171436.750000 Penalty: 5001.961914
	Iteration 43Q: 3 clusters Score -3171437 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -3171480.750000 Penalty: 5001.961914
	Iteration 44Q: 3 clusters Score -3171481 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3171528.250000 Penalty: 5001.961914
	Iteration 45Q: 3 clusters Score -3171528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3171563.500000 Penalty: 5001.961914
	Iteration 46Q: 3 clusters Score -3171564 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3171599.750000 Penalty: 5001.961914
	Iteration 47Q: 3 clusters Score -3171600 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3171638.000000 Penalty: 5001.961914
	Iteration 48Q: 3 clusters Score -3171638 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3171666.750000 Penalty: 5001.961914
	Iteration 49Q: 3 clusters Score -3171667 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3171698.500000 Penalty: 5001.961914
	Iteration 50Q: 3 clusters Score -3171698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3171721.250000 Penalty: 5001.961914
	Iteration 51Q: 3 clusters Score -3171721 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3171733.250000 Penalty: 5001.961914
	Iteration 52Q: 3 clusters Score -3171733 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3171745.000000 Penalty: 5001.961914
	Iteration 53Q: 3 clusters Score -3171745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3171763.000000 Penalty: 5001.961914
	Iteration 54Q: 3 clusters Score -3171763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3171779.250000 Penalty: 5001.961914
	Iteration 55Q: 3 clusters Score -3171779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3171789.500000 Penalty: 5001.961914
	Iteration 56Q: 3 clusters Score -3171790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3171790.000000 Penalty: 5001.961914
	Iteration 57Q: 3 clusters Score -3171790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -3171793.500000 Penalty: 5001.961914
	Iteration 58Q: 3 clusters Score -3171794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3171795.250000 Penalty: 5001.961914
	Iteration 59Q: 3 clusters Score -3171795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22794 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3171807.750000 Penalty: 5001.961914
	Iteration 60F: 3 clusters Score -3171808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -3171816.000000 Penalty: 5001.961914
	Iteration 61Q: 3 clusters Score -3171816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3171823.000000 Penalty: 5001.961914
	Iteration 62Q: 3 clusters Score -3171823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3171829.750000 Penalty: 5001.961914
	Iteration 63Q: 3 clusters Score -3171830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3171837.750000 Penalty: 5001.961914
	Iteration 64Q: 3 clusters Score -3171838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3171840.250000 Penalty: 5001.961914
	Iteration 65Q: 3 clusters Score -3171840 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -3171858.500000 Penalty: 5001.961914
	Iteration 66Q: 3 clusters Score -3171858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3171870.000000 Penalty: 5001.961914
	Iteration 67Q: 3 clusters Score -3171870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3171872.250000 Penalty: 5001.961914
	Iteration 68Q: 3 clusters Score -3171872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3171877.750000 Penalty: 5001.961914
	Iteration 69Q: 3 clusters Score -3171878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3171877.750000 Penalty: 5001.961914
	Iteration 70Q: 3 clusters Score -3171878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3171880.250000 Penalty: 5001.961914
	Iteration 71Q: 3 clusters Score -3171880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3171884.500000 Penalty: 5001.961914
	Iteration 72Q: 3 clusters Score -3171884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3171888.500000 Penalty: 5001.961914
	Iteration 73Q: 3 clusters Score -3171888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3171896.500000 Penalty: 5001.961914
	Iteration 74Q: 3 clusters Score -3171896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3171896.750000 Penalty: 5001.961914
	Iteration 75Q: 3 clusters Score -3171897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3171903.750000 Penalty: 5001.961914
	Iteration 76Q: 3 clusters Score -3171904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3171906.750000 Penalty: 5001.961914
	Iteration 77Q: 3 clusters Score -3171907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3171910.250000 Penalty: 5001.961914
	Iteration 78Q: 3 clusters Score -3171910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3171913.000000 Penalty: 5001.961914
	Iteration 79Q: 3 clusters Score -3171913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3171917.500000 Penalty: 5001.961914
	Iteration 80F: 3 clusters Score -3171918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3171917.500000 Penalty: 5001.961914
	Iteration 81Q: 3 clusters Score -3171918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3171913.000000 Penalty: 5001.961914
	Iteration 82Q: 3 clusters Score -3171913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3171910.250000 Penalty: 5001.961914
	Iteration 83Q: 3 clusters Score -3171910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3171910.250000 Penalty: 5001.961914
	Iteration 84F: 3 clusters Score -3171910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Entering Unmasked Estep 
Score: -1471819.250000 Penalty: 2314.781494
	Iteration 0F: 2 clusters Score -1471819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1463284.000000 Penalty: 4629.562988
	Iteration 0F: 3 clusters Score -1463284 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1465704.625000 Penalty: 4629.562988
	Iteration 1F: 3 clusters Score -1465705 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1466000.875000 Penalty: 4629.562988
	Iteration 2F: 3 clusters Score -1466001 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1466236.000000 Penalty: 4629.562988
	Iteration 3Q: 3 clusters Score -1466236 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1466415.000000 Penalty: 4629.562988
	Iteration 4Q: 3 clusters Score -1466415 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1466568.250000 Penalty: 4629.562988
	Iteration 5Q: 3 clusters Score -1466568 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1466747.250000 Penalty: 4629.562988
	Iteration 6Q: 3 clusters Score -1466747 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1466941.625000 Penalty: 4629.562988
	Iteration 7Q: 3 clusters Score -1466942 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1467144.500000 Penalty: 4629.562988
	Iteration 8Q: 3 clusters Score -1467144 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1467371.000000 Penalty: 4629.562988
	Iteration 9Q: 3 clusters Score -1467371 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1467648.625000 Penalty: 4629.562988
	Iteration 10Q: 3 clusters Score -1467649 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1467974.750000 Penalty: 4629.562988
	Iteration 11Q: 3 clusters Score -1467975 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1468340.250000 Penalty: 4629.562988
	Iteration 12Q: 3 clusters Score -1468340 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1468690.000000 Penalty: 4629.562988
	Iteration 13Q: 3 clusters Score -1468690 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1469029.250000 Penalty: 4629.562988
	Iteration 14Q: 3 clusters Score -1469029 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1469305.000000 Penalty: 4629.562988
	Iteration 15Q: 3 clusters Score -1469305 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1469538.750000 Penalty: 4629.562988
	Iteration 16Q: 3 clusters Score -1469539 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1469700.625000 Penalty: 4629.562988
	Iteration 17Q: 3 clusters Score -1469701 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1469828.000000 Penalty: 4629.562988
	Iteration 18Q: 3 clusters Score -1469828 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1469922.375000 Penalty: 4629.562988
	Iteration 19Q: 3 clusters Score -1469922 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1469996.375000 Penalty: 4629.562988
	Iteration 20F: 3 clusters Score -1469996 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1470047.625000 Penalty: 4629.562988
	Iteration 21Q: 3 clusters Score -1470048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1470082.750000 Penalty: 4629.562988
	Iteration 22Q: 3 clusters Score -1470083 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1470110.875000 Penalty: 4629.562988
	Iteration 23Q: 3 clusters Score -1470111 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1470126.000000 Penalty: 4629.562988
	Iteration 24Q: 3 clusters Score -1470126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1470143.500000 Penalty: 4629.562988
	Iteration 25Q: 3 clusters Score -1470144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1470155.125000 Penalty: 4629.562988
	Iteration 26Q: 3 clusters Score -1470155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1470163.625000 Penalty: 4629.562988
	Iteration 27Q: 3 clusters Score -1470164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1470172.000000 Penalty: 4629.562988
	Iteration 28Q: 3 clusters Score -1470172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1470176.250000 Penalty: 4629.562988
	Iteration 29Q: 3 clusters Score -1470176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -1470185.375000 Penalty: 4629.562988
	Iteration 30Q: 3 clusters Score -1470185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1470184.125000 Penalty: 4629.562988
	Iteration 31Q: 3 clusters Score -1470184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1470184.125000 Penalty: 4629.562988
	Iteration 32Q: 3 clusters Score -1470184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1470186.375000 Penalty: 4629.562988
	Iteration 33Q: 3 clusters Score -1470186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1470189.250000 Penalty: 4629.562988
	Iteration 34Q: 3 clusters Score -1470189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1470192.000000 Penalty: 4629.562988
	Iteration 35Q: 3 clusters Score -1470192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1470195.750000 Penalty: 4629.562988
	Iteration 36Q: 3 clusters Score -1470196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1470199.125000 Penalty: 4629.562988
	Iteration 37Q: 3 clusters Score -1470199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1470199.500000 Penalty: 4629.562988
	Iteration 38Q: 3 clusters Score -1470200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1470204.375000 Penalty: 4629.562988
	Iteration 39Q: 3 clusters Score -1470204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1470205.000000 Penalty: 4629.562988
	Iteration 40F: 3 clusters Score -1470205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1470209.500000 Penalty: 4629.562988
	Iteration 41Q: 3 clusters Score -1470210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1470210.375000 Penalty: 4629.562988
	Iteration 42Q: 3 clusters Score -1470210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1470215.250000 Penalty: 4629.562988
	Iteration 43Q: 3 clusters Score -1470215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -1470216.625000 Penalty: 4629.562988
	Iteration 44Q: 3 clusters Score -1470217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1470223.375000 Penalty: 4629.562988
	Iteration 45Q: 3 clusters Score -1470223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1470225.125000 Penalty: 4629.562988
	Iteration 46Q: 3 clusters Score -1470225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1470225.125000 Penalty: 4629.562988
	Iteration 47F: 3 clusters Score -1470225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Entering Unmasked Estep 
Score: -3211740.750000 Penalty: 2517.982666
	Iteration 0F: 2 clusters Score -3211741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -3193944.000000 Penalty: 5035.965332
	Iteration 0F: 3 clusters Score -3193944 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -3200591.750000 Penalty: 5035.965332
	Iteration 1F: 3 clusters Score -3200592 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -3201437.500000 Penalty: 5035.965332
	Iteration 2F: 3 clusters Score -3201438 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3202213.250000 Penalty: 5035.965332
	Iteration 3F: 3 clusters Score -3202213 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3202930.250000 Penalty: 5035.965332
	Iteration 4F: 3 clusters Score -3202930 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -3203608.000000 Penalty: 5035.965332
	Iteration 5F: 3 clusters Score -3203608 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3204300.250000 Penalty: 5035.965332
	Iteration 6Q: 3 clusters Score -3204300 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3204982.000000 Penalty: 5035.965332
	Iteration 7Q: 3 clusters Score -3204982 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -3205604.750000 Penalty: 5035.965332
	Iteration 8Q: 3 clusters Score -3205605 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3206183.250000 Penalty: 5035.965332
	Iteration 9Q: 3 clusters Score -3206183 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -3206690.250000 Penalty: 5035.965332
	Iteration 10Q: 3 clusters Score -3206690 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -3207138.000000 Penalty: 5035.965332
	Iteration 11Q: 3 clusters Score -3207138 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -3207502.000000 Penalty: 5035.965332
	Iteration 12Q: 3 clusters Score -3207502 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -3207750.250000 Penalty: 5035.965332
	Iteration 13Q: 3 clusters Score -3207750 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3207961.250000 Penalty: 5035.965332
	Iteration 14Q: 3 clusters Score -3207961 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3208096.250000 Penalty: 5035.965332
	Iteration 15Q: 3 clusters Score -3208096 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -3208239.000000 Penalty: 5035.965332
	Iteration 16Q: 3 clusters Score -3208239 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3208328.750000 Penalty: 5035.965332
	Iteration 17Q: 3 clusters Score -3208329 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3208419.250000 Penalty: 5035.965332
	Iteration 18Q: 3 clusters Score -3208419 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -3208491.750000 Penalty: 5035.965332
	Iteration 19Q: 3 clusters Score -3208492 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -3208557.000000 Penalty: 5035.965332
	Iteration 20F: 3 clusters Score -3208557 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -3208603.750000 Penalty: 5035.965332
	Iteration 21Q: 3 clusters Score -3208604 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3208664.250000 Penalty: 5035.965332
	Iteration 22Q: 3 clusters Score -3208664 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -3208725.000000 Penalty: 5035.965332
	Iteration 23Q: 3 clusters Score -3208725 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -3208776.000000 Penalty: 5035.965332
	Iteration 24Q: 3 clusters Score -3208776 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3208854.000000 Penalty: 5035.965332
	Iteration 25Q: 3 clusters Score -3208854 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3208930.500000 Penalty: 5035.965332
	Iteration 26Q: 3 clusters Score -3208930 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3209013.000000 Penalty: 5035.965332
	Iteration 27Q: 3 clusters Score -3209013 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -3209109.500000 Penalty: 5035.965332
	Iteration 28Q: 3 clusters Score -3209110 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3209216.500000 Penalty: 5035.965332
	Iteration 29Q: 3 clusters Score -3209216 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3209323.000000 Penalty: 5035.965332
	Iteration 30Q: 3 clusters Score -3209323 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -3209414.750000 Penalty: 5035.965332
	Iteration 31Q: 3 clusters Score -3209415 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -3209549.250000 Penalty: 5035.965332
	Iteration 32Q: 3 clusters Score -3209549 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -3209659.500000 Penalty: 5035.965332
	Iteration 33Q: 3 clusters Score -3209660 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -3209779.250000 Penalty: 5035.965332
	Iteration 34Q: 3 clusters Score -3209779 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -3209893.250000 Penalty: 5035.965332
	Iteration 35Q: 3 clusters Score -3209893 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3210014.250000 Penalty: 5035.965332
	Iteration 36Q: 3 clusters Score -3210014 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -3210109.500000 Penalty: 5035.965332
	Iteration 37Q: 3 clusters Score -3210110 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3210195.750000 Penalty: 5035.965332
	Iteration 38Q: 3 clusters Score -3210196 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -3210276.500000 Penalty: 5035.965332
	Iteration 39Q: 3 clusters Score -3210276 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -3210329.500000 Penalty: 5035.965332
	Iteration 40F: 3 clusters Score -3210330 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -3210394.250000 Penalty: 5035.965332
	Iteration 41Q: 3 clusters Score -3210394 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -3210424.750000 Penalty: 5035.965332
	Iteration 42Q: 3 clusters Score -3210425 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3210473.750000 Penalty: 5035.965332
	Iteration 43Q: 3 clusters Score -3210474 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3210505.750000 Penalty: 5035.965332
	Iteration 44Q: 3 clusters Score -3210506 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -3210536.750000 Penalty: 5035.965332
	Iteration 45Q: 3 clusters Score -3210537 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3210564.750000 Penalty: 5035.965332
	Iteration 46Q: 3 clusters Score -3210565 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3210602.500000 Penalty: 5035.965332
	Iteration 47Q: 3 clusters Score -3210602 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3210622.750000 Penalty: 5035.965332
	Iteration 48Q: 3 clusters Score -3210623 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3210651.000000 Penalty: 5035.965332
	Iteration 49Q: 3 clusters Score -3210651 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -3210673.250000 Penalty: 5035.965332
	Iteration 50Q: 3 clusters Score -3210673 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3210683.250000 Penalty: 5035.965332
	Iteration 51Q: 3 clusters Score -3210683 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3210699.500000 Penalty: 5035.965332
	Iteration 52Q: 3 clusters Score -3210700 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3210707.750000 Penalty: 5035.965332
	Iteration 53Q: 3 clusters Score -3210708 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -3210722.250000 Penalty: 5035.965332
	Iteration 54Q: 3 clusters Score -3210722 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -3210728.250000 Penalty: 5035.965332
	Iteration 55Q: 3 clusters Score -3210728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3210735.750000 Penalty: 5035.965332
	Iteration 56Q: 3 clusters Score -3210736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3210745.250000 Penalty: 5035.965332
	Iteration 57Q: 3 clusters Score -3210745 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3210749.750000 Penalty: 5035.965332
	Iteration 58Q: 3 clusters Score -3210750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3210759.000000 Penalty: 5035.965332
	Iteration 59Q: 3 clusters Score -3210759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3210766.250000 Penalty: 5035.965332
	Iteration 60F: 3 clusters Score -3210766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3210770.500000 Penalty: 5035.965332
	Iteration 61Q: 3 clusters Score -3210770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3210769.500000 Penalty: 5035.965332
	Iteration 62Q: 3 clusters Score -3210770 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -3210773.000000 Penalty: 5035.965332
	Iteration 63Q: 3 clusters Score -3210773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3210782.000000 Penalty: 5035.965332
	Iteration 64Q: 3 clusters Score -3210782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3210785.750000 Penalty: 5035.965332
	Iteration 65Q: 3 clusters Score -3210786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3210791.500000 Penalty: 5035.965332
	Iteration 66Q: 3 clusters Score -3210792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3210790.250000 Penalty: 5035.965332
	Iteration 67Q: 3 clusters Score -3210790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3210807.500000 Penalty: 5035.965332
	Iteration 68Q: 3 clusters Score -3210808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3210797.000000 Penalty: 5035.965332
	Iteration 69Q: 3 clusters Score -3210797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -3210803.000000 Penalty: 5035.965332
	Iteration 70Q: 3 clusters Score -3210803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -3210804.000000 Penalty: 5035.965332
	Iteration 71Q: 3 clusters Score -3210804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3210807.750000 Penalty: 5035.965332
	Iteration 72Q: 3 clusters Score -3210808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3210812.750000 Penalty: 5035.965332
	Iteration 73Q: 3 clusters Score -3210813 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3210811.000000 Penalty: 5035.965332
	Iteration 74Q: 3 clusters Score -3210811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3210825.750000 Penalty: 5035.965332
	Iteration 75Q: 3 clusters Score -3210826 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3210835.000000 Penalty: 5035.965332
	Iteration 76Q: 3 clusters Score -3210835 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3210843.500000 Penalty: 5035.965332
	Iteration 77Q: 3 clusters Score -3210844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3210850.000000 Penalty: 5035.965332
	Iteration 78Q: 3 clusters Score -3210850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -3210849.250000 Penalty: 5035.965332
	Iteration 79Q: 3 clusters Score -3210849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3210856.250000 Penalty: 5035.965332
	Iteration 80F: 3 clusters Score -3210856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3210866.250000 Penalty: 5035.965332
	Iteration 81Q: 3 clusters Score -3210866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3210865.250000 Penalty: 5035.965332
	Iteration 82Q: 3 clusters Score -3210865 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3210873.000000 Penalty: 5035.965332
	Iteration 83Q: 3 clusters Score -3210873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -3210878.000000 Penalty: 5035.965332
	Iteration 84Q: 3 clusters Score -3210878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3210875.000000 Penalty: 5035.965332
	Iteration 85Q: 3 clusters Score -3210875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3210877.750000 Penalty: 5035.965332
	Iteration 86Q: 3 clusters Score -3210878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -3210881.000000 Penalty: 5035.965332
	Iteration 87Q: 3 clusters Score -3210881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -3210878.500000 Penalty: 5035.965332
	Iteration 88Q: 3 clusters Score -3210878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -3210880.000000 Penalty: 5035.965332
	Iteration 89Q: 3 clusters Score -3210880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3210882.000000 Penalty: 5035.965332
	Iteration 90Q: 3 clusters Score -3210882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3210881.750000 Penalty: 5035.965332
	Iteration 91Q: 3 clusters Score -3210882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -3210881.750000 Penalty: 5035.965332
	Iteration 92F: 3 clusters Score -3210882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (144710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144710 members 
Entering Unmasked Estep 
Score: -19850118.000000 Penalty: 2946.856934
	Iteration 0F: 2 clusters Score -1.985012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 72404 members 
Entering Unmasked Estep 
Score: -19754654.000000 Penalty: 5893.713867
	Iteration 0F: 3 clusters Score -1.975465e+07 nChanged 69157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73027 members 
Mstep: Class 2 contains 71683 members 
Entering Unmasked Estep 
Score: -19794694.000000 Penalty: 5893.713867
	Iteration 1F: 3 clusters Score -1.979469e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 70812 members 
Entering Unmasked Estep 
Score: -19795850.000000 Penalty: 5893.713867
	Iteration 2Q: 3 clusters Score -1.979585e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 69335 members 
Entering Unmasked Estep 
Score: -19797416.000000 Penalty: 5893.713867
	Iteration 3Q: 3 clusters Score -1.979742e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 67047 members 
Entering Unmasked Estep 
Score: -19799992.000000 Penalty: 5893.713867
	Iteration 4Q: 3 clusters Score -1.979999e+07 nChanged 7628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80577 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -19803306.000000 Penalty: 5893.713867
	Iteration 5F: 3 clusters Score -1.980331e+07 nChanged 8441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84222 members 
Mstep: Class 2 contains 60488 members 
Entering Unmasked Estep 
Score: -19807522.000000 Penalty: 5893.713867
	Iteration 6F: 3 clusters Score -1.980752e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88459 members 
Mstep: Class 2 contains 56251 members 
Entering Unmasked Estep 
Score: -19812044.000000 Penalty: 5893.713867
	Iteration 7F: 3 clusters Score -1.981204e+07 nChanged 8493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93026 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -19816184.000000 Penalty: 5893.713867
	Iteration 8F: 3 clusters Score -1.981618e+07 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98055 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -19820096.000000 Penalty: 5893.713867
	Iteration 9F: 3 clusters Score -1.98201e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103512 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -19823376.000000 Penalty: 5893.713867
	Iteration 10Q: 3 clusters Score -1.982338e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109343 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -19826692.000000 Penalty: 5893.713867
	Iteration 11Q: 3 clusters Score -1.982669e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115372 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -19830136.000000 Penalty: 5893.713867
	Iteration 12Q: 3 clusters Score -1.983014e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121459 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -19833788.000000 Penalty: 5893.713867
	Iteration 13Q: 3 clusters Score -1.983379e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127307 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -19837538.000000 Penalty: 5893.713867
	Iteration 14Q: 3 clusters Score -1.983754e+07 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132476 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -19840952.000000 Penalty: 5893.713867
	Iteration 15Q: 3 clusters Score -1.984095e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136513 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -19843594.000000 Penalty: 5893.713867
	Iteration 16Q: 3 clusters Score -1.984359e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139253 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -19845492.000000 Penalty: 5893.713867
	Iteration 17Q: 3 clusters Score -1.984549e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140892 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -19846404.000000 Penalty: 5893.713867
	Iteration 18Q: 3 clusters Score -1.98464e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141850 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -19846878.000000 Penalty: 5893.713867
	Iteration 19Q: 3 clusters Score -1.984688e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142423 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -19847162.000000 Penalty: 5893.713867
	Iteration 20F: 3 clusters Score -1.984716e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142756 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -19847340.000000 Penalty: 5893.713867
	Iteration 21Q: 3 clusters Score -1.984734e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142999 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -19847464.000000 Penalty: 5893.713867
	Iteration 22Q: 3 clusters Score -1.984746e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143175 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -19847566.000000 Penalty: 5893.713867
	Iteration 23Q: 3 clusters Score -1.984757e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143295 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -19847620.000000 Penalty: 5893.713867
	Iteration 24Q: 3 clusters Score -1.984762e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143372 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -19847636.000000 Penalty: 5893.713867
	Iteration 25Q: 3 clusters Score -1.984764e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143433 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -19847700.000000 Penalty: 5893.713867
	Iteration 26Q: 3 clusters Score -1.98477e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143485 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -19847710.000000 Penalty: 5893.713867
	Iteration 27Q: 3 clusters Score -1.984771e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143523 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -19847746.000000 Penalty: 5893.713867
	Iteration 28Q: 3 clusters Score -1.984775e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143546 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -19847788.000000 Penalty: 5893.713867
	Iteration 29Q: 3 clusters Score -1.984779e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143561 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -19847782.000000 Penalty: 5893.713867
	Iteration 30Q: 3 clusters Score -1.984778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143572 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -19847802.000000 Penalty: 5893.713867
	Iteration 31Q: 3 clusters Score -1.98478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143583 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -19847804.000000 Penalty: 5893.713867
	Iteration 32Q: 3 clusters Score -1.98478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143590 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -19847806.000000 Penalty: 5893.713867
	Iteration 33Q: 3 clusters Score -1.984781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143594 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -19847818.000000 Penalty: 5893.713867
	Iteration 34Q: 3 clusters Score -1.984782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143597 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -19847814.000000 Penalty: 5893.713867
	Iteration 35Q: 3 clusters Score -1.984781e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143606 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -19847818.000000 Penalty: 5893.713867
	Iteration 36Q: 3 clusters Score -1.984782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143612 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -19847826.000000 Penalty: 5893.713867
	Iteration 37Q: 3 clusters Score -1.984783e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -19847816.000000 Penalty: 5893.713867
	Iteration 38Q: 3 clusters Score -1.984782e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143624 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -19847814.000000 Penalty: 5893.713867
	Iteration 39Q: 3 clusters Score -1.984781e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143634 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -19847824.000000 Penalty: 5893.713867
	Iteration 40F: 3 clusters Score -1.984782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143642 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -19847830.000000 Penalty: 5893.713867
	Iteration 41Q: 3 clusters Score -1.984783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143648 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -19847830.000000 Penalty: 5893.713867
	Iteration 42Q: 3 clusters Score -1.984783e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143654 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -19847832.000000 Penalty: 5893.713867
	Iteration 43Q: 3 clusters Score -1.984783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143656 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -19847832.000000 Penalty: 5893.713867
	Iteration 44Q: 3 clusters Score -1.984783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143662 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -19847834.000000 Penalty: 5893.713867
	Iteration 45Q: 3 clusters Score -1.984783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143665 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -19847832.000000 Penalty: 5893.713867
	Iteration 46Q: 3 clusters Score -1.984783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143672 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -19847816.000000 Penalty: 5893.713867
	Iteration 47Q: 3 clusters Score -1.984782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143672 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -19847814.000000 Penalty: 5893.713867
	Iteration 48Q: 3 clusters Score -1.984781e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143675 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -19847822.000000 Penalty: 5893.713867
	Iteration 49Q: 3 clusters Score -1.984782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143680 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -19847822.000000 Penalty: 5893.713867
	Iteration 50Q: 3 clusters Score -1.984782e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143683 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -19847824.000000 Penalty: 5893.713867
	Iteration 51Q: 3 clusters Score -1.984782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143686 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -19847824.000000 Penalty: 5893.713867
	Iteration 52Q: 3 clusters Score -1.984782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143690 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -19847826.000000 Penalty: 5893.713867
	Iteration 53Q: 3 clusters Score -1.984783e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143692 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -19847822.000000 Penalty: 5893.713867
	Iteration 54Q: 3 clusters Score -1.984782e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143694 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -19847826.000000 Penalty: 5893.713867
	Iteration 55Q: 3 clusters Score -1.984783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -19847822.000000 Penalty: 5893.713867
	Iteration 56Q: 3 clusters Score -1.984782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143693 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -19847822.000000 Penalty: 5893.713867
	Iteration 57F: 3 clusters Score -1.984782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -29053.767578 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -29053.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27856.234375 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -27856.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27923.904297 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -27923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27952.136719 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -27952.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27969.185547 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -27969.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27971.587891 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -27971.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27971.587891 Penalty: 2710.060547
	Iteration 5F: 3 clusters Score -27971.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Entering Unmasked Estep 
Score: -1012903.375000 Penalty: 2205.878174
	Iteration 0F: 2 clusters Score -1012903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1006982.375000 Penalty: 4411.756348
	Iteration 0F: 3 clusters Score -1006982 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1008571.125000 Penalty: 4411.756348
	Iteration 1F: 3 clusters Score -1008571 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1008927.562500 Penalty: 4411.756348
	Iteration 2F: 3 clusters Score -1008928 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1009196.750000 Penalty: 4411.756348
	Iteration 3F: 3 clusters Score -1009197 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -1009411.937500 Penalty: 4411.756348
	Iteration 4F: 3 clusters Score -1009412 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1009622.062500 Penalty: 4411.756348
	Iteration 5Q: 3 clusters Score -1009622 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1009814.437500 Penalty: 4411.756348
	Iteration 6Q: 3 clusters Score -1009814 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1009958.500000 Penalty: 4411.756348
	Iteration 7Q: 3 clusters Score -1009958 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1010074.500000 Penalty: 4411.756348
	Iteration 8Q: 3 clusters Score -1010074 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1010173.500000 Penalty: 4411.756348
	Iteration 9Q: 3 clusters Score -1010174 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1010261.375000 Penalty: 4411.756348
	Iteration 10Q: 3 clusters Score -1010261 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1010332.312500 Penalty: 4411.756348
	Iteration 11Q: 3 clusters Score -1010332 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1010400.437500 Penalty: 4411.756348
	Iteration 12Q: 3 clusters Score -1010400 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1010457.875000 Penalty: 4411.756348
	Iteration 13Q: 3 clusters Score -1010458 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1010536.875000 Penalty: 4411.756348
	Iteration 14Q: 3 clusters Score -1010537 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1010632.500000 Penalty: 4411.756348
	Iteration 15Q: 3 clusters Score -1010632 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1010715.125000 Penalty: 4411.756348
	Iteration 16Q: 3 clusters Score -1010715 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1010828.375000 Penalty: 4411.756348
	Iteration 17Q: 3 clusters Score -1010828 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1010952.312500 Penalty: 4411.756348
	Iteration 18Q: 3 clusters Score -1010952 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1011108.187500 Penalty: 4411.756348
	Iteration 19Q: 3 clusters Score -1011108 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1011279.187500 Penalty: 4411.756348
	Iteration 20F: 3 clusters Score -1011279 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1011459.437500 Penalty: 4411.756348
	Iteration 21Q: 3 clusters Score -1011459 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1011622.312500 Penalty: 4411.756348
	Iteration 22Q: 3 clusters Score -1011622 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1011758.937500 Penalty: 4411.756348
	Iteration 23Q: 3 clusters Score -1011759 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1011861.750000 Penalty: 4411.756348
	Iteration 24Q: 3 clusters Score -1011862 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1011932.625000 Penalty: 4411.756348
	Iteration 25Q: 3 clusters Score -1011933 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1011966.187500 Penalty: 4411.756348
	Iteration 26Q: 3 clusters Score -1011966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1011987.250000 Penalty: 4411.756348
	Iteration 27Q: 3 clusters Score -1011987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1012003.312500 Penalty: 4411.756348
	Iteration 28Q: 3 clusters Score -1012003 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1012010.375000 Penalty: 4411.756348
	Iteration 29Q: 3 clusters Score -1012010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1012016.937500 Penalty: 4411.756348
	Iteration 30Q: 3 clusters Score -1012017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1012019.937500 Penalty: 4411.756348
	Iteration 31Q: 3 clusters Score -1012020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1012021.625000 Penalty: 4411.756348
	Iteration 32Q: 3 clusters Score -1012022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1012021.812500 Penalty: 4411.756348
	Iteration 33Q: 3 clusters Score -1012022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1012020.000000 Penalty: 4411.756348
	Iteration 34Q: 3 clusters Score -1012020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1012022.000000 Penalty: 4411.756348
	Iteration 35Q: 3 clusters Score -1012022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1012023.687500 Penalty: 4411.756348
	Iteration 36Q: 3 clusters Score -1012024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1012023.875000 Penalty: 4411.756348
	Iteration 37Q: 3 clusters Score -1012024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1012024.312500 Penalty: 4411.756348
	Iteration 38Q: 3 clusters Score -1012024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1012024.312500 Penalty: 4411.756348
	Iteration 39F: 3 clusters Score -1012024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -64492.296875 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -64492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -62993.414062 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -62993.41 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63151.855469 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -63151.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63183.195312 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -63183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -63199.605469 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -63199.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63204.828125 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -63204.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63208.523438 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -63208.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63212.238281 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -63212.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63217.128906 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -63217.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63218.945312 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -63218.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63221.964844 Penalty: 3068.359619
	Iteration 9Q: 3 clusters Score -63221.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63221.964844 Penalty: 3068.359619
	Iteration 10F: 3 clusters Score -63221.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Entering Unmasked Estep 
Score: -878799.937500 Penalty: 2187.020264
	Iteration 0F: 2 clusters Score -878799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -873184.375000 Penalty: 4374.040527
	Iteration 0F: 3 clusters Score -873184.4 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -874739.812500 Penalty: 4374.040527
	Iteration 1F: 3 clusters Score -874739.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -875030.250000 Penalty: 4374.040527
	Iteration 2F: 3 clusters Score -875030.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -875265.000000 Penalty: 4374.040527
	Iteration 3F: 3 clusters Score -875265 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -875448.000000 Penalty: 4374.040527
	Iteration 4Q: 3 clusters Score -875448 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -875616.875000 Penalty: 4374.040527
	Iteration 5Q: 3 clusters Score -875616.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -875774.375000 Penalty: 4374.040527
	Iteration 6Q: 3 clusters Score -875774.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -875901.375000 Penalty: 4374.040527
	Iteration 7Q: 3 clusters Score -875901.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -876034.187500 Penalty: 4374.040527
	Iteration 8Q: 3 clusters Score -876034.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -876162.687500 Penalty: 4374.040527
	Iteration 9Q: 3 clusters Score -876162.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -876297.375000 Penalty: 4374.040527
	Iteration 10Q: 3 clusters Score -876297.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -876430.125000 Penalty: 4374.040527
	Iteration 11Q: 3 clusters Score -876430.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -876561.437500 Penalty: 4374.040527
	Iteration 12Q: 3 clusters Score -876561.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -876713.500000 Penalty: 4374.040527
	Iteration 13Q: 3 clusters Score -876713.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -876861.000000 Penalty: 4374.040527
	Iteration 14Q: 3 clusters Score -876861 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -876997.875000 Penalty: 4374.040527
	Iteration 15Q: 3 clusters Score -876997.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -877103.062500 Penalty: 4374.040527
	Iteration 16Q: 3 clusters Score -877103.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -877185.687500 Penalty: 4374.040527
	Iteration 17Q: 3 clusters Score -877185.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -877246.625000 Penalty: 4374.040527
	Iteration 18Q: 3 clusters Score -877246.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -877293.500000 Penalty: 4374.040527
	Iteration 19Q: 3 clusters Score -877293.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -877317.500000 Penalty: 4374.040527
	Iteration 20F: 3 clusters Score -877317.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -877338.250000 Penalty: 4374.040527
	Iteration 21Q: 3 clusters Score -877338.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -877363.375000 Penalty: 4374.040527
	Iteration 22Q: 3 clusters Score -877363.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -877377.875000 Penalty: 4374.040527
	Iteration 23Q: 3 clusters Score -877377.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -877391.625000 Penalty: 4374.040527
	Iteration 24Q: 3 clusters Score -877391.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -877400.312500 Penalty: 4374.040527
	Iteration 25Q: 3 clusters Score -877400.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -877409.062500 Penalty: 4374.040527
	Iteration 26Q: 3 clusters Score -877409.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -877415.375000 Penalty: 4374.040527
	Iteration 27Q: 3 clusters Score -877415.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -877423.250000 Penalty: 4374.040527
	Iteration 28Q: 3 clusters Score -877423.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -877428.062500 Penalty: 4374.040527
	Iteration 29Q: 3 clusters Score -877428.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -877435.687500 Penalty: 4374.040527
	Iteration 30Q: 3 clusters Score -877435.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -877441.875000 Penalty: 4374.040527
	Iteration 31Q: 3 clusters Score -877441.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -877448.750000 Penalty: 4374.040527
	Iteration 32Q: 3 clusters Score -877448.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -877449.437500 Penalty: 4374.040527
	Iteration 33Q: 3 clusters Score -877449.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -877451.500000 Penalty: 4374.040527
	Iteration 34Q: 3 clusters Score -877451.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -877452.375000 Penalty: 4374.040527
	Iteration 35Q: 3 clusters Score -877452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -877452.250000 Penalty: 4374.040527
	Iteration 36Q: 3 clusters Score -877452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -877452.937500 Penalty: 4374.040527
	Iteration 37Q: 3 clusters Score -877452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -877454.000000 Penalty: 4374.040527
	Iteration 38Q: 3 clusters Score -877454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -877455.500000 Penalty: 4374.040527
	Iteration 39Q: 3 clusters Score -877455.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -877455.500000 Penalty: 4374.040527
	Iteration 40F: 3 clusters Score -877455.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37420.335938 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -37420.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36188.566406 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -36188.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36348.710938 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -36348.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36424.550781 Penalty: 2879.346924
	Iteration 2Q: 3 clusters Score -36424.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36474.464844 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -36474.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -36541.105469 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -36541.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36590.000000 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -36590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36606.417969 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -36606.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36641.269531 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -36641.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36669.425781 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -36669.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36759.156250 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -36759.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36837.460938 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -36837.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36851.960938 Penalty: 2879.346924
	Iteration 11Q: 3 clusters Score -36851.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -36939.996094 Penalty: 2879.346924
	Iteration 12Q: 3 clusters Score -36940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36984.511719 Penalty: 2879.346924
	Iteration 13Q: 3 clusters Score -36984.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -37041.421875 Penalty: 2879.346924
	Iteration 14Q: 3 clusters Score -37041.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37100.691406 Penalty: 2879.346924
	Iteration 15Q: 3 clusters Score -37100.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37282.355469 Penalty: 2879.346924
	Iteration 16Q: 3 clusters Score -37282.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37290.406250 Penalty: 2879.346924
	Iteration 17Q: 3 clusters Score -37290.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -37296.289062 Penalty: 2879.346924
	Iteration 18Q: 3 clusters Score -37296.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37306.781250 Penalty: 2879.346924
	Iteration 19Q: 3 clusters Score -37306.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37316.289062 Penalty: 2879.346924
	Iteration 20F: 3 clusters Score -37316.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37328.394531 Penalty: 2879.346924
	Iteration 21Q: 3 clusters Score -37328.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37354.699219 Penalty: 2879.346924
	Iteration 22Q: 3 clusters Score -37354.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37363.550781 Penalty: 2879.346924
	Iteration 23Q: 3 clusters Score -37363.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37366.339844 Penalty: 2879.346924
	Iteration 24Q: 3 clusters Score -37366.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -37366.339844 Penalty: 2879.346924
	Iteration 25F: 3 clusters Score -37366.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -150993.640625 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -150993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -149093.734375 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -149093.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -149828.000000 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -149828 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -150496.687500 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -150496.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -150958.703125 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -150958.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -151244.781250 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -151244.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -151453.703125 Penalty: 3496.860840
	Iteration 5Q: 3 clusters Score -151453.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -151605.250000 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -151605.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -151706.968750 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -151707 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -151800.093750 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -151800.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -151891.093750 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -151891.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -151966.140625 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -151966.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -152013.437500 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -152013.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -152049.203125 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -152049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -152072.890625 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -152072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -152085.265625 Penalty: 3496.860840
	Iteration 14Q: 3 clusters Score -152085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -152098.437500 Penalty: 3496.860840
	Iteration 15Q: 3 clusters Score -152098.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -152111.796875 Penalty: 3496.860840
	Iteration 16Q: 3 clusters Score -152111.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -152112.765625 Penalty: 3496.860840
	Iteration 17Q: 3 clusters Score -152112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -152115.468750 Penalty: 3496.860840
	Iteration 18Q: 3 clusters Score -152115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -152115.468750 Penalty: 3496.860840
	Iteration 19F: 3 clusters Score -152115.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 32282 members 
Mstep: Class 3 contains 8496 members 
Mstep: Class 4 contains 2997 members 
Mstep: Class 5 contains 61603 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48946 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 36548 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29034 members 
Mstep: Class 12 contains 85137 members 
Mstep: Class 13 contains 29455 members 
Mstep: Class 14 contains 276470 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23971 members 
Mstep: Class 17 contains 11314 members 
Mstep: Class 18 contains 25672 members 
Mstep: Class 19 contains 144710 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 735 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14740 members 
Mstep: Class 28 contains 418 members 
Entering Unmasked Estep 
Score: -122234088.000000 Penalty: 95255.710938
Splitting cluster 25 changes total score from -122234608.000000 to -122234088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -72093.664062 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -72093.66 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 270 members 
Entering Unmasked Estep 
Score: -70626.015625 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70626.02 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -70974.062500 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -70974.06 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71303.843750 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -71303.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -71642.132812 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -71642.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -71916.617188 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -71916.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -72223.812500 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -72223.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -72659.109375 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -72659.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -72699.273438 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -72699.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -72704.851562 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -72704.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -72704.851562 Penalty: 3152.629395
	Iteration 9F: 3 clusters Score -72704.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 32282 members 
Mstep: Class 3 contains 8496 members 
Mstep: Class 4 contains 2997 members 
Mstep: Class 5 contains 61603 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48946 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 36548 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29034 members 
Mstep: Class 12 contains 85137 members 
Mstep: Class 13 contains 29455 members 
Mstep: Class 14 contains 276470 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23971 members 
Mstep: Class 17 contains 11314 members 
Mstep: Class 18 contains 25672 members 
Mstep: Class 19 contains 144710 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 384 members 
Mstep: Class 27 contains 14740 members 
Mstep: Class 28 contains 192 members 
Entering Unmasked Estep 
Score: -122233296.000000 Penalty: 95255.710938
Splitting cluster 26 changes total score from -122234608.000000 to -122233296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (14740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Entering Unmasked Estep 
Score: -2010136.250000 Penalty: 2380.383301
	Iteration 0F: 2 clusters Score -2010136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1999504.000000 Penalty: 4760.766602
	Iteration 0F: 3 clusters Score -1999504 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2002794.625000 Penalty: 4760.766602
	Iteration 1F: 3 clusters Score -2002795 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -2003145.750000 Penalty: 4760.766602
	Iteration 2F: 3 clusters Score -2003146 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2003439.500000 Penalty: 4760.766602
	Iteration 3Q: 3 clusters Score -2003440 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -2003710.750000 Penalty: 4760.766602
	Iteration 4Q: 3 clusters Score -2003711 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -2004031.625000 Penalty: 4760.766602
	Iteration 5Q: 3 clusters Score -2004032 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2004376.625000 Penalty: 4760.766602
	Iteration 6Q: 3 clusters Score -2004377 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -2004814.750000 Penalty: 4760.766602
	Iteration 7Q: 3 clusters Score -2004815 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2005321.000000 Penalty: 4760.766602
	Iteration 8F: 3 clusters Score -2005321 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -2005922.875000 Penalty: 4760.766602
	Iteration 9F: 3 clusters Score -2005923 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2006519.625000 Penalty: 4760.766602
	Iteration 10Q: 3 clusters Score -2006520 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -2007019.125000 Penalty: 4760.766602
	Iteration 11Q: 3 clusters Score -2007019 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2007389.625000 Penalty: 4760.766602
	Iteration 12Q: 3 clusters Score -2007390 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2007607.375000 Penalty: 4760.766602
	Iteration 13Q: 3 clusters Score -2007607 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2007744.500000 Penalty: 4760.766602
	Iteration 14Q: 3 clusters Score -2007744 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2007833.250000 Penalty: 4760.766602
	Iteration 15Q: 3 clusters Score -2007833 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2007904.500000 Penalty: 4760.766602
	Iteration 16Q: 3 clusters Score -2007904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2007942.125000 Penalty: 4760.766602
	Iteration 17Q: 3 clusters Score -2007942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -2007972.125000 Penalty: 4760.766602
	Iteration 18Q: 3 clusters Score -2007972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2007991.125000 Penalty: 4760.766602
	Iteration 19Q: 3 clusters Score -2007991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -2008005.250000 Penalty: 4760.766602
	Iteration 20F: 3 clusters Score -2008005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2008012.375000 Penalty: 4760.766602
	Iteration 21Q: 3 clusters Score -2008012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2008024.125000 Penalty: 4760.766602
	Iteration 22Q: 3 clusters Score -2008024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2008034.375000 Penalty: 4760.766602
	Iteration 23Q: 3 clusters Score -2008034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -2008041.500000 Penalty: 4760.766602
	Iteration 24Q: 3 clusters Score -2008042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2008047.625000 Penalty: 4760.766602
	Iteration 25Q: 3 clusters Score -2008048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -2008057.250000 Penalty: 4760.766602
	Iteration 26Q: 3 clusters Score -2008057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2008062.000000 Penalty: 4760.766602
	Iteration 27Q: 3 clusters Score -2008062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -2008067.625000 Penalty: 4760.766602
	Iteration 28Q: 3 clusters Score -2008068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -2008070.750000 Penalty: 4760.766602
	Iteration 29Q: 3 clusters Score -2008071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2008073.000000 Penalty: 4760.766602
	Iteration 30Q: 3 clusters Score -2008073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2008076.500000 Penalty: 4760.766602
	Iteration 31Q: 3 clusters Score -2008076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -2008077.125000 Penalty: 4760.766602
	Iteration 32Q: 3 clusters Score -2008077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2008078.875000 Penalty: 4760.766602
	Iteration 33Q: 3 clusters Score -2008079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -2008080.875000 Penalty: 4760.766602
	Iteration 34Q: 3 clusters Score -2008081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2008089.125000 Penalty: 4760.766602
	Iteration 35Q: 3 clusters Score -2008089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2008095.625000 Penalty: 4760.766602
	Iteration 36Q: 3 clusters Score -2008096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -2008101.625000 Penalty: 4760.766602
	Iteration 37Q: 3 clusters Score -2008102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -2008104.625000 Penalty: 4760.766602
	Iteration 38Q: 3 clusters Score -2008105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2008109.125000 Penalty: 4760.766602
	Iteration 39Q: 3 clusters Score -2008109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2008109.625000 Penalty: 4760.766602
	Iteration 40F: 3 clusters Score -2008110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2008110.250000 Penalty: 4760.766602
	Iteration 41Q: 3 clusters Score -2008110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -2008110.250000 Penalty: 4760.766602
	Iteration 42F: 3 clusters Score -2008110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 32282 members 
Mstep: Class 3 contains 8496 members 
Mstep: Class 4 contains 2997 members 
Mstep: Class 5 contains 61603 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48946 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 36548 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29034 members 
Mstep: Class 12 contains 85137 members 
Mstep: Class 13 contains 29455 members 
Mstep: Class 14 contains 276470 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23971 members 
Mstep: Class 17 contains 11314 members 
Mstep: Class 18 contains 25672 members 
Mstep: Class 19 contains 144710 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234664.000000 Penalty: 91853.718750
Iteration 399Q: 28 clusters Score -1.222347e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 32275 members 
Mstep: Class 3 contains 8502 members 
Mstep: Class 4 contains 2995 members 
Mstep: Class 5 contains 61627 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48945 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36546 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29028 members 
Mstep: Class 12 contains 85129 members 
Mstep: Class 13 contains 29455 members 
Mstep: Class 14 contains 276466 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23967 members 
Mstep: Class 17 contains 11316 members 
Mstep: Class 18 contains 25674 members 
Mstep: Class 19 contains 144708 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234544.000000 Penalty: 91853.718750
Iteration 400F: 28 clusters Score -1.222345e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 32267 members 
Mstep: Class 3 contains 8506 members 
Mstep: Class 4 contains 2995 members 
Mstep: Class 5 contains 61642 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48945 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36546 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29020 members 
Mstep: Class 12 contains 85128 members 
Mstep: Class 13 contains 29456 members 
Mstep: Class 14 contains 276462 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23970 members 
Mstep: Class 17 contains 11313 members 
Mstep: Class 18 contains 25677 members 
Mstep: Class 19 contains 144702 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234520.000000 Penalty: 91853.718750
Iteration 401Q: 28 clusters Score -1.222345e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 32261 members 
Mstep: Class 3 contains 8508 members 
Mstep: Class 4 contains 2994 members 
Mstep: Class 5 contains 61657 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48946 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36542 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29013 members 
Mstep: Class 12 contains 85126 members 
Mstep: Class 13 contains 29455 members 
Mstep: Class 14 contains 276462 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23973 members 
Mstep: Class 17 contains 11310 members 
Mstep: Class 18 contains 25676 members 
Mstep: Class 19 contains 144702 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234664.000000 Penalty: 91853.718750
Iteration 402Q: 28 clusters Score -1.222347e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 32257 members 
Mstep: Class 3 contains 8509 members 
Mstep: Class 4 contains 2994 members 
Mstep: Class 5 contains 61671 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48943 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36539 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29007 members 
Mstep: Class 12 contains 85124 members 
Mstep: Class 13 contains 29454 members 
Mstep: Class 14 contains 276466 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23972 members 
Mstep: Class 17 contains 11313 members 
Mstep: Class 18 contains 25674 members 
Mstep: Class 19 contains 144696 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234608.000000 Penalty: 91853.718750
Iteration 403Q: 28 clusters Score -1.222346e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 32255 members 
Mstep: Class 3 contains 8509 members 
Mstep: Class 4 contains 2994 members 
Mstep: Class 5 contains 61683 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48939 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36534 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29004 members 
Mstep: Class 12 contains 85112 members 
Mstep: Class 13 contains 29455 members 
Mstep: Class 14 contains 276472 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23979 members 
Mstep: Class 17 contains 11316 members 
Mstep: Class 18 contains 25674 members 
Mstep: Class 19 contains 144693 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234624.000000 Penalty: 91853.718750
Iteration 404Q: 28 clusters Score -1.222346e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 32256 members 
Mstep: Class 3 contains 8510 members 
Mstep: Class 4 contains 2994 members 
Mstep: Class 5 contains 61691 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48938 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36527 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29003 members 
Mstep: Class 12 contains 85106 members 
Mstep: Class 13 contains 29455 members 
Mstep: Class 14 contains 276473 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23980 members 
Mstep: Class 17 contains 11317 members 
Mstep: Class 18 contains 25672 members 
Mstep: Class 19 contains 144696 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234672.000000 Penalty: 91853.718750
Iteration 405Q: 28 clusters Score -1.222347e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 32256 members 
Mstep: Class 3 contains 8510 members 
Mstep: Class 4 contains 2994 members 
Mstep: Class 5 contains 61705 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48936 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36525 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 29000 members 
Mstep: Class 12 contains 85097 members 
Mstep: Class 13 contains 29455 members 
Mstep: Class 14 contains 276477 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23977 members 
Mstep: Class 17 contains 11317 members 
Mstep: Class 18 contains 25674 members 
Mstep: Class 19 contains 144694 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234608.000000 Penalty: 91853.718750
Iteration 406Q: 28 clusters Score -1.222346e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32256 members 
Mstep: Class 3 contains 8510 members 
Mstep: Class 4 contains 2994 members 
Mstep: Class 5 contains 61719 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48936 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36520 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28998 members 
Mstep: Class 12 contains 85086 members 
Mstep: Class 13 contains 29454 members 
Mstep: Class 14 contains 276482 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23978 members 
Mstep: Class 17 contains 11317 members 
Mstep: Class 18 contains 25676 members 
Mstep: Class 19 contains 144690 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234624.000000 Penalty: 91853.718750
Iteration 407Q: 28 clusters Score -1.222346e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32256 members 
Mstep: Class 3 contains 8511 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61733 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48936 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36517 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28995 members 
Mstep: Class 12 contains 85083 members 
Mstep: Class 13 contains 29454 members 
Mstep: Class 14 contains 276479 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23979 members 
Mstep: Class 17 contains 11317 members 
Mstep: Class 18 contains 25676 members 
Mstep: Class 19 contains 144687 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7293 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234624.000000 Penalty: 91853.718750
Iteration 408Q: 28 clusters Score -1.222346e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32254 members 
Mstep: Class 3 contains 8514 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61741 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48936 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36517 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28990 members 
Mstep: Class 12 contains 85080 members 
Mstep: Class 13 contains 29454 members 
Mstep: Class 14 contains 276478 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23979 members 
Mstep: Class 17 contains 11317 members 
Mstep: Class 18 contains 25676 members 
Mstep: Class 19 contains 144686 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234624.000000 Penalty: 91853.718750
Iteration 409Q: 28 clusters Score -1.222346e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32249 members 
Mstep: Class 3 contains 8523 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61747 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48936 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36515 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28983 members 
Mstep: Class 12 contains 85078 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276479 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23981 members 
Mstep: Class 17 contains 11318 members 
Mstep: Class 18 contains 25677 members 
Mstep: Class 19 contains 144684 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234744.000000 Penalty: 91853.718750
Iteration 410Q: 28 clusters Score -1.222347e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32247 members 
Mstep: Class 3 contains 8531 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61757 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48936 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36512 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28975 members 
Mstep: Class 12 contains 85080 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276472 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23982 members 
Mstep: Class 17 contains 11317 members 
Mstep: Class 18 contains 25676 members 
Mstep: Class 19 contains 144684 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234744.000000 Penalty: 91853.718750
Iteration 411Q: 28 clusters Score -1.222347e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32245 members 
Mstep: Class 3 contains 8531 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61765 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48936 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36508 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28967 members 
Mstep: Class 12 contains 85078 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276475 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 23984 members 
Mstep: Class 17 contains 11316 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 144686 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234728.000000 Penalty: 91853.718750
Iteration 412Q: 28 clusters Score -1.222347e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32244 members 
Mstep: Class 3 contains 8532 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61775 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48936 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36507 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28961 members 
Mstep: Class 12 contains 85076 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276477 members 
Mstep: Class 15 contains 1137 members 
Mstep: Class 16 contains 23987 members 
Mstep: Class 17 contains 11316 members 
Mstep: Class 18 contains 25678 members 
Mstep: Class 19 contains 144682 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6758 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234712.000000 Penalty: 91853.718750
Iteration 413Q: 28 clusters Score -1.222347e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32246 members 
Mstep: Class 3 contains 8532 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61783 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48936 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36507 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28953 members 
Mstep: Class 12 contains 85072 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276476 members 
Mstep: Class 15 contains 1136 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 11316 members 
Mstep: Class 18 contains 25671 members 
Mstep: Class 19 contains 144689 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6759 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234640.000000 Penalty: 91853.718750
Iteration 414Q: 28 clusters Score -1.222346e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32246 members 
Mstep: Class 3 contains 8532 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61787 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48936 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36506 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28949 members 
Mstep: Class 12 contains 85075 members 
Mstep: Class 13 contains 29451 members 
Mstep: Class 14 contains 276473 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 11316 members 
Mstep: Class 18 contains 25671 members 
Mstep: Class 19 contains 144690 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6761 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234608.000000 Penalty: 91853.718750
Iteration 415Q: 28 clusters Score -1.222346e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32246 members 
Mstep: Class 3 contains 8533 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61788 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48936 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36505 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28950 members 
Mstep: Class 12 contains 85075 members 
Mstep: Class 13 contains 29451 members 
Mstep: Class 14 contains 276469 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23991 members 
Mstep: Class 17 contains 11315 members 
Mstep: Class 18 contains 25670 members 
Mstep: Class 19 contains 144692 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234576.000000 Penalty: 91853.718750
Iteration 416Q: 28 clusters Score -1.222346e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32241 members 
Mstep: Class 3 contains 8534 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61790 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48935 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36501 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28947 members 
Mstep: Class 12 contains 85076 members 
Mstep: Class 13 contains 29451 members 
Mstep: Class 14 contains 276471 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 11315 members 
Mstep: Class 18 contains 25673 members 
Mstep: Class 19 contains 144694 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234576.000000 Penalty: 91853.718750
Iteration 417Q: 28 clusters Score -1.222346e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32239 members 
Mstep: Class 3 contains 8535 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61790 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36500 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28942 members 
Mstep: Class 12 contains 85077 members 
Mstep: Class 13 contains 29451 members 
Mstep: Class 14 contains 276476 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23990 members 
Mstep: Class 17 contains 11315 members 
Mstep: Class 18 contains 25675 members 
Mstep: Class 19 contains 144697 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234528.000000 Penalty: 91853.718750
Iteration 418Q: 28 clusters Score -1.222345e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 32239 members 
Mstep: Class 3 contains 8535 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61798 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48932 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36501 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28931 members 
Mstep: Class 12 contains 85077 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276477 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23987 members 
Mstep: Class 17 contains 11317 members 
Mstep: Class 18 contains 25675 members 
Mstep: Class 19 contains 144701 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234600.000000 Penalty: 91853.718750
Iteration 419Q: 28 clusters Score -1.222346e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 32238 members 
Mstep: Class 3 contains 8536 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61801 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48931 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36503 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28927 members 
Mstep: Class 12 contains 85076 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276476 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23985 members 
Mstep: Class 17 contains 11317 members 
Mstep: Class 18 contains 25676 members 
Mstep: Class 19 contains 144703 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234568.000000 Penalty: 91853.718750
Iteration 420F: 28 clusters Score -1.222346e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 32234 members 
Mstep: Class 3 contains 8540 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61797 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48932 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36502 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28926 members 
Mstep: Class 12 contains 85074 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276475 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23985 members 
Mstep: Class 17 contains 11318 members 
Mstep: Class 18 contains 25677 members 
Mstep: Class 19 contains 144709 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234544.000000 Penalty: 91853.718750
Iteration 421Q: 28 clusters Score -1.222345e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 32230 members 
Mstep: Class 3 contains 8542 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61795 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48932 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36499 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28927 members 
Mstep: Class 12 contains 85076 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276472 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23986 members 
Mstep: Class 17 contains 11319 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 144710 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234552.000000 Penalty: 91853.718750
Iteration 422Q: 28 clusters Score -1.222346e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 32228 members 
Mstep: Class 3 contains 8544 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61795 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48932 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36497 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28926 members 
Mstep: Class 12 contains 85079 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276471 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23987 members 
Mstep: Class 17 contains 11319 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 144707 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7294 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234528.000000 Penalty: 91853.718750
Iteration 423Q: 28 clusters Score -1.222345e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 32227 members 
Mstep: Class 3 contains 8544 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61798 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48932 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36495 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28927 members 
Mstep: Class 12 contains 85079 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276466 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23989 members 
Mstep: Class 17 contains 11319 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 144708 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7295 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234552.000000 Penalty: 91853.718750
Iteration 424Q: 28 clusters Score -1.222346e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 32228 members 
Mstep: Class 3 contains 8544 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61799 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48932 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36491 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28928 members 
Mstep: Class 12 contains 85071 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276470 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23990 members 
Mstep: Class 17 contains 11319 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 144710 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7297 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234560.000000 Penalty: 91853.718750
Iteration 425Q: 28 clusters Score -1.222346e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 32225 members 
Mstep: Class 3 contains 8545 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61799 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48932 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36488 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28929 members 
Mstep: Class 12 contains 85069 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276471 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23991 members 
Mstep: Class 17 contains 11320 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 144710 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7298 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234528.000000 Penalty: 91853.718750
Iteration 426Q: 28 clusters Score -1.222345e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 32223 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61803 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48932 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36489 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28929 members 
Mstep: Class 12 contains 85063 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276469 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 11321 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 144708 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7301 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234560.000000 Penalty: 91853.718750
Iteration 427Q: 28 clusters Score -1.222346e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 32222 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61806 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36488 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28929 members 
Mstep: Class 12 contains 85062 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276467 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23991 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 144707 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234640.000000 Penalty: 91853.718750
Iteration 428Q: 28 clusters Score -1.222346e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61807 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36486 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28927 members 
Mstep: Class 12 contains 85062 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276468 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23990 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 144709 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234560.000000 Penalty: 91853.718750
Iteration 429Q: 28 clusters Score -1.222346e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61813 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36483 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28926 members 
Mstep: Class 12 contains 85056 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276473 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23988 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 144710 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234544.000000 Penalty: 91853.718750
Iteration 430Q: 28 clusters Score -1.222345e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61822 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36483 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28924 members 
Mstep: Class 12 contains 85051 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276473 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23986 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 144710 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234536.000000 Penalty: 91853.718750
Iteration 431Q: 28 clusters Score -1.222345e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61827 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36483 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28924 members 
Mstep: Class 12 contains 85050 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276472 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23983 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 144711 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234544.000000 Penalty: 91853.718750
Iteration 432Q: 28 clusters Score -1.222345e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61832 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36483 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28924 members 
Mstep: Class 12 contains 85048 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276471 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23980 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25679 members 
Mstep: Class 19 contains 144712 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234520.000000 Penalty: 91853.718750
Iteration 433Q: 28 clusters Score -1.222345e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61834 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36483 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28924 members 
Mstep: Class 12 contains 85044 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276470 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23981 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 144712 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234520.000000 Penalty: 91853.718750
Iteration 434Q: 28 clusters Score -1.222345e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61834 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36483 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28924 members 
Mstep: Class 12 contains 85042 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276470 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23983 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 144712 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234480.000000 Penalty: 91853.718750
Iteration 435Q: 28 clusters Score -1.222345e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61831 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36483 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28924 members 
Mstep: Class 12 contains 85039 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276468 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23990 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 144712 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234488.000000 Penalty: 91853.718750
Iteration 436Q: 28 clusters Score -1.222345e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61830 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36483 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28924 members 
Mstep: Class 12 contains 85036 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276467 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23992 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 144715 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234448.000000 Penalty: 91853.718750
Iteration 437Q: 28 clusters Score -1.222344e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61831 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36483 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28923 members 
Mstep: Class 12 contains 85037 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276466 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23994 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 144713 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234520.000000 Penalty: 91853.718750
Iteration 438Q: 28 clusters Score -1.222345e+08 nChanged 7
Entering ConstructFrom: 
Score: -122234520.000000 Penalty: 91853.718750
Entering ConstructFrom: 
Trying to split cluster 1 (49589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Entering Unmasked Estep 
Score: -6666896.500000 Penalty: 2681.258057
	Iteration 0F: 2 clusters Score -6666896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24820 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -6633575.500000 Penalty: 5362.516113
	Iteration 0F: 3 clusters Score -6633576 nChanged 22966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -6646167.500000 Penalty: 5362.516113
	Iteration 1F: 3 clusters Score -6646168 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -6646777.000000 Penalty: 5362.516113
	Iteration 2Q: 3 clusters Score -6646777 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -6647426.500000 Penalty: 5362.516113
	Iteration 3Q: 3 clusters Score -6647426 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -6648217.500000 Penalty: 5362.516113
	Iteration 4Q: 3 clusters Score -6648218 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -6649210.500000 Penalty: 5362.516113
	Iteration 5Q: 3 clusters Score -6649210 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -6650428.000000 Penalty: 5362.516113
	Iteration 6Q: 3 clusters Score -6650428 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -6651963.500000 Penalty: 5362.516113
	Iteration 7F: 3 clusters Score -6651964 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -6653638.000000 Penalty: 5362.516113
	Iteration 8F: 3 clusters Score -6653638 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -6655439.000000 Penalty: 5362.516113
	Iteration 9F: 3 clusters Score -6655439 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -6657260.000000 Penalty: 5362.516113
	Iteration 10F: 3 clusters Score -6657260 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -6658942.500000 Penalty: 5362.516113
	Iteration 11F: 3 clusters Score -6658942 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -6660306.500000 Penalty: 5362.516113
	Iteration 12Q: 3 clusters Score -6660306 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -6661401.500000 Penalty: 5362.516113
	Iteration 13Q: 3 clusters Score -6661402 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -6662262.500000 Penalty: 5362.516113
	Iteration 14Q: 3 clusters Score -6662262 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -6662937.500000 Penalty: 5362.516113
	Iteration 15Q: 3 clusters Score -6662938 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -6663422.000000 Penalty: 5362.516113
	Iteration 16Q: 3 clusters Score -6663422 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -6663746.500000 Penalty: 5362.516113
	Iteration 17Q: 3 clusters Score -6663746 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6663984.000000 Penalty: 5362.516113
	Iteration 18Q: 3 clusters Score -6663984 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -6664156.000000 Penalty: 5362.516113
	Iteration 19Q: 3 clusters Score -6664156 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -6664313.500000 Penalty: 5362.516113
	Iteration 20F: 3 clusters Score -6664314 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -6664396.500000 Penalty: 5362.516113
	Iteration 21Q: 3 clusters Score -6664396 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -6664470.000000 Penalty: 5362.516113
	Iteration 22Q: 3 clusters Score -6664470 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -6664525.500000 Penalty: 5362.516113
	Iteration 23Q: 3 clusters Score -6664526 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -6664575.500000 Penalty: 5362.516113
	Iteration 24Q: 3 clusters Score -6664576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6664602.500000 Penalty: 5362.516113
	Iteration 25Q: 3 clusters Score -6664602 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6664618.500000 Penalty: 5362.516113
	Iteration 26Q: 3 clusters Score -6664618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6664644.000000 Penalty: 5362.516113
	Iteration 27Q: 3 clusters Score -6664644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -6664664.000000 Penalty: 5362.516113
	Iteration 28Q: 3 clusters Score -6664664 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6664680.000000 Penalty: 5362.516113
	Iteration 29Q: 3 clusters Score -6664680 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6664718.000000 Penalty: 5362.516113
	Iteration 30Q: 3 clusters Score -6664718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -6664734.000000 Penalty: 5362.516113
	Iteration 31Q: 3 clusters Score -6664734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48589 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6664757.500000 Penalty: 5362.516113
	Iteration 32Q: 3 clusters Score -6664758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48606 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6664756.500000 Penalty: 5362.516113
	Iteration 33Q: 3 clusters Score -6664756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6664761.000000 Penalty: 5362.516113
	Iteration 34Q: 3 clusters Score -6664761 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48636 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -6664775.000000 Penalty: 5362.516113
	Iteration 35Q: 3 clusters Score -6664775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6664773.500000 Penalty: 5362.516113
	Iteration 36Q: 3 clusters Score -6664774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48658 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -6664791.500000 Penalty: 5362.516113
	Iteration 37Q: 3 clusters Score -6664792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -6664799.000000 Penalty: 5362.516113
	Iteration 38Q: 3 clusters Score -6664799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6664799.500000 Penalty: 5362.516113
	Iteration 39Q: 3 clusters Score -6664800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6664803.500000 Penalty: 5362.516113
	Iteration 40F: 3 clusters Score -6664804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6664803.000000 Penalty: 5362.516113
	Iteration 41Q: 3 clusters Score -6664803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6664802.000000 Penalty: 5362.516113
	Iteration 42Q: 3 clusters Score -6664802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6664801.000000 Penalty: 5362.516113
	Iteration 43Q: 3 clusters Score -6664801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6664803.500000 Penalty: 5362.516113
	Iteration 44Q: 3 clusters Score -6664804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6664800.000000 Penalty: 5362.516113
	Iteration 45Q: 3 clusters Score -6664800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6664801.000000 Penalty: 5362.516113
	Iteration 46Q: 3 clusters Score -6664801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6664812.500000 Penalty: 5362.516113
	Iteration 47Q: 3 clusters Score -6664812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6664812.000000 Penalty: 5362.516113
	Iteration 48Q: 3 clusters Score -6664812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -6664807.500000 Penalty: 5362.516113
	Iteration 49Q: 3 clusters Score -6664808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6664811.000000 Penalty: 5362.516113
	Iteration 50Q: 3 clusters Score -6664811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6664811.000000 Penalty: 5362.516113
	Iteration 51F: 3 clusters Score -6664811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Entering Unmasked Estep 
Score: -4402506.000000 Penalty: 2574.324951
	Iteration 0F: 2 clusters Score -4402506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -4380572.500000 Penalty: 5148.649902
	Iteration 0F: 3 clusters Score -4380572 nChanged 14674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -4388598.500000 Penalty: 5148.649902
	Iteration 1F: 3 clusters Score -4388598 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -4389075.500000 Penalty: 5148.649902
	Iteration 2Q: 3 clusters Score -4389076 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -4389479.500000 Penalty: 5148.649902
	Iteration 3Q: 3 clusters Score -4389480 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -4389836.000000 Penalty: 5148.649902
	Iteration 4Q: 3 clusters Score -4389836 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4390257.000000 Penalty: 5148.649902
	Iteration 5Q: 3 clusters Score -4390257 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -4390761.500000 Penalty: 5148.649902
	Iteration 6Q: 3 clusters Score -4390762 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -4391388.500000 Penalty: 5148.649902
	Iteration 7Q: 3 clusters Score -4391388 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -4392063.500000 Penalty: 5148.649902
	Iteration 8Q: 3 clusters Score -4392064 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -4392762.000000 Penalty: 5148.649902
	Iteration 9Q: 3 clusters Score -4392762 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -4393457.000000 Penalty: 5148.649902
	Iteration 10Q: 3 clusters Score -4393457 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -4394159.000000 Penalty: 5148.649902
	Iteration 11Q: 3 clusters Score -4394159 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -4394832.500000 Penalty: 5148.649902
	Iteration 12Q: 3 clusters Score -4394832 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -4395423.500000 Penalty: 5148.649902
	Iteration 13Q: 3 clusters Score -4395424 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -4395937.000000 Penalty: 5148.649902
	Iteration 14Q: 3 clusters Score -4395937 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4396337.500000 Penalty: 5148.649902
	Iteration 15Q: 3 clusters Score -4396338 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -4396581.000000 Penalty: 5148.649902
	Iteration 16Q: 3 clusters Score -4396581 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -4396760.500000 Penalty: 5148.649902
	Iteration 17Q: 3 clusters Score -4396760 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -4396919.000000 Penalty: 5148.649902
	Iteration 18Q: 3 clusters Score -4396919 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -4397049.500000 Penalty: 5148.649902
	Iteration 19Q: 3 clusters Score -4397050 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -4397143.000000 Penalty: 5148.649902
	Iteration 20F: 3 clusters Score -4397143 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -4397221.500000 Penalty: 5148.649902
	Iteration 21Q: 3 clusters Score -4397222 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -4397297.500000 Penalty: 5148.649902
	Iteration 22Q: 3 clusters Score -4397298 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -4397384.500000 Penalty: 5148.649902
	Iteration 23Q: 3 clusters Score -4397384 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -4397485.500000 Penalty: 5148.649902
	Iteration 24Q: 3 clusters Score -4397486 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -4397583.500000 Penalty: 5148.649902
	Iteration 25Q: 3 clusters Score -4397584 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -4397669.000000 Penalty: 5148.649902
	Iteration 26Q: 3 clusters Score -4397669 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -4397752.000000 Penalty: 5148.649902
	Iteration 27Q: 3 clusters Score -4397752 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -4397843.000000 Penalty: 5148.649902
	Iteration 28Q: 3 clusters Score -4397843 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -4397957.500000 Penalty: 5148.649902
	Iteration 29Q: 3 clusters Score -4397958 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -4398035.000000 Penalty: 5148.649902
	Iteration 30Q: 3 clusters Score -4398035 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -4398142.000000 Penalty: 5148.649902
	Iteration 31Q: 3 clusters Score -4398142 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -4398213.000000 Penalty: 5148.649902
	Iteration 32Q: 3 clusters Score -4398213 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 25903 members 
Entering Unmasked Estep 
Score: -4398299.000000 Penalty: 5148.649902
	Iteration 33Q: 3 clusters Score -4398299 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -4398378.500000 Penalty: 5148.649902
	Iteration 34Q: 3 clusters Score -4398378 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -4398470.500000 Penalty: 5148.649902
	Iteration 35Q: 3 clusters Score -4398470 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -4398568.500000 Penalty: 5148.649902
	Iteration 36Q: 3 clusters Score -4398568 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -4398686.000000 Penalty: 5148.649902
	Iteration 37Q: 3 clusters Score -4398686 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -4398804.500000 Penalty: 5148.649902
	Iteration 38Q: 3 clusters Score -4398804 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -4398923.000000 Penalty: 5148.649902
	Iteration 39Q: 3 clusters Score -4398923 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -4399036.500000 Penalty: 5148.649902
	Iteration 40F: 3 clusters Score -4399036 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -4399167.000000 Penalty: 5148.649902
	Iteration 41Q: 3 clusters Score -4399167 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -4399260.000000 Penalty: 5148.649902
	Iteration 42Q: 3 clusters Score -4399260 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -4399369.500000 Penalty: 5148.649902
	Iteration 43Q: 3 clusters Score -4399370 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
Score: -4399472.500000 Penalty: 5148.649902
	Iteration 44Q: 3 clusters Score -4399472 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -4399578.000000 Penalty: 5148.649902
	Iteration 45Q: 3 clusters Score -4399578 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
Score: -4399673.500000 Penalty: 5148.649902
	Iteration 46Q: 3 clusters Score -4399674 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 29736 members 
Entering Unmasked Estep 
Score: -4399745.000000 Penalty: 5148.649902
	Iteration 47Q: 3 clusters Score -4399745 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -4399804.000000 Penalty: 5148.649902
	Iteration 48Q: 3 clusters Score -4399804 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -4399854.000000 Penalty: 5148.649902
	Iteration 49Q: 3 clusters Score -4399854 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4399912.000000 Penalty: 5148.649902
	Iteration 50Q: 3 clusters Score -4399912 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -4399948.500000 Penalty: 5148.649902
	Iteration 51Q: 3 clusters Score -4399948 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -4399992.000000 Penalty: 5148.649902
	Iteration 52Q: 3 clusters Score -4399992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -4400025.000000 Penalty: 5148.649902
	Iteration 53Q: 3 clusters Score -4400025 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -4400059.000000 Penalty: 5148.649902
	Iteration 54Q: 3 clusters Score -4400059 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -4400081.000000 Penalty: 5148.649902
	Iteration 55Q: 3 clusters Score -4400081 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -4400100.500000 Penalty: 5148.649902
	Iteration 56Q: 3 clusters Score -4400100 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -4400128.000000 Penalty: 5148.649902
	Iteration 57Q: 3 clusters Score -4400128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -4400168.500000 Penalty: 5148.649902
	Iteration 58Q: 3 clusters Score -4400168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -4400187.000000 Penalty: 5148.649902
	Iteration 59Q: 3 clusters Score -4400187 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -4400202.000000 Penalty: 5148.649902
	Iteration 60F: 3 clusters Score -4400202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30903 members 
Entering Unmasked Estep 
Score: -4400223.500000 Penalty: 5148.649902
	Iteration 61Q: 3 clusters Score -4400224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -4400228.500000 Penalty: 5148.649902
	Iteration 62Q: 3 clusters Score -4400228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -4400240.500000 Penalty: 5148.649902
	Iteration 63Q: 3 clusters Score -4400240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30972 members 
Entering Unmasked Estep 
Score: -4400264.000000 Penalty: 5148.649902
	Iteration 64Q: 3 clusters Score -4400264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -4400265.500000 Penalty: 5148.649902
	Iteration 65Q: 3 clusters Score -4400266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -4400281.000000 Penalty: 5148.649902
	Iteration 66Q: 3 clusters Score -4400281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 31037 members 
Entering Unmasked Estep 
Score: -4400299.500000 Penalty: 5148.649902
	Iteration 67Q: 3 clusters Score -4400300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -4400304.500000 Penalty: 5148.649902
	Iteration 68Q: 3 clusters Score -4400304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -4400314.000000 Penalty: 5148.649902
	Iteration 69Q: 3 clusters Score -4400314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -4400323.500000 Penalty: 5148.649902
	Iteration 70Q: 3 clusters Score -4400324 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -4400325.500000 Penalty: 5148.649902
	Iteration 71Q: 3 clusters Score -4400326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -4400338.500000 Penalty: 5148.649902
	Iteration 72Q: 3 clusters Score -4400338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -4400340.000000 Penalty: 5148.649902
	Iteration 73Q: 3 clusters Score -4400340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -4400347.500000 Penalty: 5148.649902
	Iteration 74Q: 3 clusters Score -4400348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -4400354.000000 Penalty: 5148.649902
	Iteration 75Q: 3 clusters Score -4400354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -4400363.500000 Penalty: 5148.649902
	Iteration 76Q: 3 clusters Score -4400364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 31186 members 
Entering Unmasked Estep 
Score: -4400379.000000 Penalty: 5148.649902
	Iteration 77Q: 3 clusters Score -4400379 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -4400389.500000 Penalty: 5148.649902
	Iteration 78Q: 3 clusters Score -4400390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -4400387.000000 Penalty: 5148.649902
	Iteration 79Q: 3 clusters Score -4400387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4400397.500000 Penalty: 5148.649902
	Iteration 80F: 3 clusters Score -4400398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 31239 members 
Entering Unmasked Estep 
Score: -4400402.500000 Penalty: 5148.649902
	Iteration 81Q: 3 clusters Score -4400402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4400410.000000 Penalty: 5148.649902
	Iteration 82Q: 3 clusters Score -4400410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -4400413.500000 Penalty: 5148.649902
	Iteration 83Q: 3 clusters Score -4400414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -4400424.500000 Penalty: 5148.649902
	Iteration 84Q: 3 clusters Score -4400424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -4400427.000000 Penalty: 5148.649902
	Iteration 85Q: 3 clusters Score -4400427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -4400436.500000 Penalty: 5148.649902
	Iteration 86Q: 3 clusters Score -4400436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4400431.500000 Penalty: 5148.649902
	Iteration 87Q: 3 clusters Score -4400432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -4400440.000000 Penalty: 5148.649902
	Iteration 88Q: 3 clusters Score -4400440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -4400439.000000 Penalty: 5148.649902
	Iteration 89Q: 3 clusters Score -4400439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -4400441.000000 Penalty: 5148.649902
	Iteration 90Q: 3 clusters Score -4400441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -4400446.000000 Penalty: 5148.649902
	Iteration 91Q: 3 clusters Score -4400446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -4400452.000000 Penalty: 5148.649902
	Iteration 92Q: 3 clusters Score -4400452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -4400451.500000 Penalty: 5148.649902
	Iteration 93Q: 3 clusters Score -4400452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -4400450.500000 Penalty: 5148.649902
	Iteration 94Q: 3 clusters Score -4400450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4400451.500000 Penalty: 5148.649902
	Iteration 95Q: 3 clusters Score -4400452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -4400451.500000 Penalty: 5148.649902
	Iteration 96F: 3 clusters Score -4400452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Entering Unmasked Estep 
Score: -1159766.500000 Penalty: 2245.198242
	Iteration 0F: 2 clusters Score -1159766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1153008.500000 Penalty: 4490.396484
	Iteration 0F: 3 clusters Score -1153008 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1154901.750000 Penalty: 4490.396484
	Iteration 1F: 3 clusters Score -1154902 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1155202.750000 Penalty: 4490.396484
	Iteration 2F: 3 clusters Score -1155203 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1155389.375000 Penalty: 4490.396484
	Iteration 3F: 3 clusters Score -1155389 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1155523.750000 Penalty: 4490.396484
	Iteration 4Q: 3 clusters Score -1155524 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1155610.875000 Penalty: 4490.396484
	Iteration 5Q: 3 clusters Score -1155611 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1155685.625000 Penalty: 4490.396484
	Iteration 6Q: 3 clusters Score -1155686 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1155743.750000 Penalty: 4490.396484
	Iteration 7Q: 3 clusters Score -1155744 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1155805.375000 Penalty: 4490.396484
	Iteration 8Q: 3 clusters Score -1155805 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1155875.625000 Penalty: 4490.396484
	Iteration 9Q: 3 clusters Score -1155876 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1155957.125000 Penalty: 4490.396484
	Iteration 10Q: 3 clusters Score -1155957 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1156069.000000 Penalty: 4490.396484
	Iteration 11Q: 3 clusters Score -1156069 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1156212.500000 Penalty: 4490.396484
	Iteration 12Q: 3 clusters Score -1156212 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1156383.000000 Penalty: 4490.396484
	Iteration 13Q: 3 clusters Score -1156383 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1156566.375000 Penalty: 4490.396484
	Iteration 14Q: 3 clusters Score -1156566 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1156749.750000 Penalty: 4490.396484
	Iteration 15Q: 3 clusters Score -1156750 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1156926.125000 Penalty: 4490.396484
	Iteration 16Q: 3 clusters Score -1156926 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1157111.625000 Penalty: 4490.396484
	Iteration 17Q: 3 clusters Score -1157112 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1157301.875000 Penalty: 4490.396484
	Iteration 18Q: 3 clusters Score -1157302 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1157494.250000 Penalty: 4490.396484
	Iteration 19Q: 3 clusters Score -1157494 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1157633.375000 Penalty: 4490.396484
	Iteration 20F: 3 clusters Score -1157633 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1157738.250000 Penalty: 4490.396484
	Iteration 21Q: 3 clusters Score -1157738 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1157822.500000 Penalty: 4490.396484
	Iteration 22Q: 3 clusters Score -1157822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1157871.250000 Penalty: 4490.396484
	Iteration 23Q: 3 clusters Score -1157871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1157896.625000 Penalty: 4490.396484
	Iteration 24Q: 3 clusters Score -1157897 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1157915.125000 Penalty: 4490.396484
	Iteration 25Q: 3 clusters Score -1157915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1157934.000000 Penalty: 4490.396484
	Iteration 26Q: 3 clusters Score -1157934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1157951.500000 Penalty: 4490.396484
	Iteration 27Q: 3 clusters Score -1157952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1157956.500000 Penalty: 4490.396484
	Iteration 28Q: 3 clusters Score -1157956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1157960.125000 Penalty: 4490.396484
	Iteration 29Q: 3 clusters Score -1157960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1157961.375000 Penalty: 4490.396484
	Iteration 30Q: 3 clusters Score -1157961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1157961.500000 Penalty: 4490.396484
	Iteration 31Q: 3 clusters Score -1157962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1157963.750000 Penalty: 4490.396484
	Iteration 32Q: 3 clusters Score -1157964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1157966.625000 Penalty: 4490.396484
	Iteration 33Q: 3 clusters Score -1157967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1157966.750000 Penalty: 4490.396484
	Iteration 34Q: 3 clusters Score -1157967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1157966.750000 Penalty: 4490.396484
	Iteration 35F: 3 clusters Score -1157967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -425928.531250 Penalty: 1984.999756
	Iteration 0F: 2 clusters Score -425928.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -422690.812500 Penalty: 3969.999512
	Iteration 0F: 3 clusters Score -422690.8 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -423292.937500 Penalty: 3969.999512
	Iteration 1F: 3 clusters Score -423292.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -423418.093750 Penalty: 3969.999512
	Iteration 2F: 3 clusters Score -423418.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -423494.343750 Penalty: 3969.999512
	Iteration 3Q: 3 clusters Score -423494.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -423546.531250 Penalty: 3969.999512
	Iteration 4Q: 3 clusters Score -423546.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -423575.468750 Penalty: 3969.999512
	Iteration 5Q: 3 clusters Score -423575.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -423602.937500 Penalty: 3969.999512
	Iteration 6Q: 3 clusters Score -423602.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -423625.625000 Penalty: 3969.999512
	Iteration 7Q: 3 clusters Score -423625.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -423641.843750 Penalty: 3969.999512
	Iteration 8Q: 3 clusters Score -423641.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -423652.250000 Penalty: 3969.999512
	Iteration 9Q: 3 clusters Score -423652.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -423658.468750 Penalty: 3969.999512
	Iteration 10Q: 3 clusters Score -423658.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -423664.625000 Penalty: 3969.999512
	Iteration 11Q: 3 clusters Score -423664.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -423669.437500 Penalty: 3969.999512
	Iteration 12Q: 3 clusters Score -423669.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -423673.843750 Penalty: 3969.999512
	Iteration 13Q: 3 clusters Score -423673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -423676.593750 Penalty: 3969.999512
	Iteration 14Q: 3 clusters Score -423676.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -423679.250000 Penalty: 3969.999512
	Iteration 15Q: 3 clusters Score -423679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -423682.500000 Penalty: 3969.999512
	Iteration 16Q: 3 clusters Score -423682.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -423684.093750 Penalty: 3969.999512
	Iteration 17Q: 3 clusters Score -423684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -423687.843750 Penalty: 3969.999512
	Iteration 18Q: 3 clusters Score -423687.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -423690.468750 Penalty: 3969.999512
	Iteration 19Q: 3 clusters Score -423690.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -423691.593750 Penalty: 3969.999512
	Iteration 20F: 3 clusters Score -423691.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -423694.781250 Penalty: 3969.999512
	Iteration 21Q: 3 clusters Score -423694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -423696.718750 Penalty: 3969.999512
	Iteration 22Q: 3 clusters Score -423696.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -423700.343750 Penalty: 3969.999512
	Iteration 23Q: 3 clusters Score -423700.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -423703.375000 Penalty: 3969.999512
	Iteration 24Q: 3 clusters Score -423703.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -423704.718750 Penalty: 3969.999512
	Iteration 25Q: 3 clusters Score -423704.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -423706.218750 Penalty: 3969.999512
	Iteration 26Q: 3 clusters Score -423706.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -423708.437500 Penalty: 3969.999512
	Iteration 27Q: 3 clusters Score -423708.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -423711.750000 Penalty: 3969.999512
	Iteration 28Q: 3 clusters Score -423711.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -423715.843750 Penalty: 3969.999512
	Iteration 29Q: 3 clusters Score -423715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -423718.156250 Penalty: 3969.999512
	Iteration 30Q: 3 clusters Score -423718.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -423722.343750 Penalty: 3969.999512
	Iteration 31Q: 3 clusters Score -423722.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -423727.156250 Penalty: 3969.999512
	Iteration 32Q: 3 clusters Score -423727.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -423727.812500 Penalty: 3969.999512
	Iteration 33Q: 3 clusters Score -423727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -423730.406250 Penalty: 3969.999512
	Iteration 34Q: 3 clusters Score -423730.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -423734.562500 Penalty: 3969.999512
	Iteration 35Q: 3 clusters Score -423734.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -423742.062500 Penalty: 3969.999512
	Iteration 36Q: 3 clusters Score -423742.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -423749.656250 Penalty: 3969.999512
	Iteration 37Q: 3 clusters Score -423749.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -423758.937500 Penalty: 3969.999512
	Iteration 38Q: 3 clusters Score -423758.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -423769.937500 Penalty: 3969.999512
	Iteration 39Q: 3 clusters Score -423769.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -423778.875000 Penalty: 3969.999512
	Iteration 40F: 3 clusters Score -423778.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -423786.500000 Penalty: 3969.999512
	Iteration 41Q: 3 clusters Score -423786.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -423791.312500 Penalty: 3969.999512
	Iteration 42Q: 3 clusters Score -423791.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -423796.000000 Penalty: 3969.999512
	Iteration 43Q: 3 clusters Score -423796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -423799.031250 Penalty: 3969.999512
	Iteration 44Q: 3 clusters Score -423799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -423803.000000 Penalty: 3969.999512
	Iteration 45Q: 3 clusters Score -423803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -423809.093750 Penalty: 3969.999512
	Iteration 46Q: 3 clusters Score -423809.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -423814.062500 Penalty: 3969.999512
	Iteration 47Q: 3 clusters Score -423814.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -423817.843750 Penalty: 3969.999512
	Iteration 48Q: 3 clusters Score -423817.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -423822.625000 Penalty: 3969.999512
	Iteration 49Q: 3 clusters Score -423822.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -423824.312500 Penalty: 3969.999512
	Iteration 50Q: 3 clusters Score -423824.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -423826.875000 Penalty: 3969.999512
	Iteration 51Q: 3 clusters Score -423826.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -423829.281250 Penalty: 3969.999512
	Iteration 52Q: 3 clusters Score -423829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -423829.406250 Penalty: 3969.999512
	Iteration 53Q: 3 clusters Score -423829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -423831.125000 Penalty: 3969.999512
	Iteration 54Q: 3 clusters Score -423831.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -423831.906250 Penalty: 3969.999512
	Iteration 55Q: 3 clusters Score -423831.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -423833.437500 Penalty: 3969.999512
	Iteration 56Q: 3 clusters Score -423833.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -423835.312500 Penalty: 3969.999512
	Iteration 57Q: 3 clusters Score -423835.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -423837.000000 Penalty: 3969.999512
	Iteration 58Q: 3 clusters Score -423837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -423838.562500 Penalty: 3969.999512
	Iteration 59Q: 3 clusters Score -423838.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -423840.375000 Penalty: 3969.999512
	Iteration 60F: 3 clusters Score -423840.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -423842.000000 Penalty: 3969.999512
	Iteration 61Q: 3 clusters Score -423842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -423842.812500 Penalty: 3969.999512
	Iteration 62Q: 3 clusters Score -423842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -423843.875000 Penalty: 3969.999512
	Iteration 63Q: 3 clusters Score -423843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -423844.562500 Penalty: 3969.999512
	Iteration 64Q: 3 clusters Score -423844.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -423846.343750 Penalty: 3969.999512
	Iteration 65Q: 3 clusters Score -423846.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -423846.968750 Penalty: 3969.999512
	Iteration 66Q: 3 clusters Score -423847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -423847.843750 Penalty: 3969.999512
	Iteration 67Q: 3 clusters Score -423847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -423847.968750 Penalty: 3969.999512
	Iteration 68Q: 3 clusters Score -423848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -423847.656250 Penalty: 3969.999512
	Iteration 69Q: 3 clusters Score -423847.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -423847.656250 Penalty: 3969.999512
	Iteration 70F: 3 clusters Score -423847.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (61834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61834 members 
Entering Unmasked Estep 
Score: -8356677.500000 Penalty: 2735.987793
	Iteration 0F: 2 clusters Score -8356678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -8315144.500000 Penalty: 5471.975586
	Iteration 0F: 3 clusters Score -8315144 nChanged 28861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -8331524.000000 Penalty: 5471.975586
	Iteration 1F: 3 clusters Score -8331524 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -8332361.500000 Penalty: 5471.975586
	Iteration 2Q: 3 clusters Score -8332362 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -8333343.000000 Penalty: 5471.975586
	Iteration 3Q: 3 clusters Score -8333343 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -8334491.000000 Penalty: 5471.975586
	Iteration 4Q: 3 clusters Score -8334491 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -8335758.000000 Penalty: 5471.975586
	Iteration 5Q: 3 clusters Score -8335758 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -8337268.000000 Penalty: 5471.975586
	Iteration 6F: 3 clusters Score -8337268 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -8338966.500000 Penalty: 5471.975586
	Iteration 7F: 3 clusters Score -8338966 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -8341048.000000 Penalty: 5471.975586
	Iteration 8F: 3 clusters Score -8341048 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 45867 members 
Entering Unmasked Estep 
Score: -8343506.500000 Penalty: 5471.975586
	Iteration 9F: 3 clusters Score -8343506 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 49485 members 
Entering Unmasked Estep 
Score: -8346247.500000 Penalty: 5471.975586
	Iteration 10F: 3 clusters Score -8346248 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
Score: -8349057.500000 Penalty: 5471.975586
	Iteration 11F: 3 clusters Score -8349058 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 55505 members 
Entering Unmasked Estep 
Score: -8351354.500000 Penalty: 5471.975586
	Iteration 12Q: 3 clusters Score -8351354 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -8353023.000000 Penalty: 5471.975586
	Iteration 13Q: 3 clusters Score -8353023 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 58525 members 
Entering Unmasked Estep 
Score: -8353963.500000 Penalty: 5471.975586
	Iteration 14Q: 3 clusters Score -8353964 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 59171 members 
Entering Unmasked Estep 
Score: -8354450.500000 Penalty: 5471.975586
	Iteration 15Q: 3 clusters Score -8354450 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 59540 members 
Entering Unmasked Estep 
Score: -8354698.000000 Penalty: 5471.975586
	Iteration 16Q: 3 clusters Score -8354698 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -8354877.500000 Penalty: 5471.975586
	Iteration 17Q: 3 clusters Score -8354878 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 59963 members 
Entering Unmasked Estep 
Score: -8355005.500000 Penalty: 5471.975586
	Iteration 18Q: 3 clusters Score -8355006 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 60100 members 
Entering Unmasked Estep 
Score: -8355103.500000 Penalty: 5471.975586
	Iteration 19Q: 3 clusters Score -8355104 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 60211 members 
Entering Unmasked Estep 
Score: -8355183.500000 Penalty: 5471.975586
	Iteration 20F: 3 clusters Score -8355184 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 60297 members 
Entering Unmasked Estep 
Score: -8355243.500000 Penalty: 5471.975586
	Iteration 21Q: 3 clusters Score -8355244 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 60355 members 
Entering Unmasked Estep 
Score: -8355279.000000 Penalty: 5471.975586
	Iteration 22Q: 3 clusters Score -8355279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 60402 members 
Entering Unmasked Estep 
Score: -8355300.500000 Penalty: 5471.975586
	Iteration 23Q: 3 clusters Score -8355300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -8355306.000000 Penalty: 5471.975586
	Iteration 24Q: 3 clusters Score -8355306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -8355326.500000 Penalty: 5471.975586
	Iteration 25Q: 3 clusters Score -8355326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 60474 members 
Entering Unmasked Estep 
Score: -8355325.500000 Penalty: 5471.975586
	Iteration 26Q: 3 clusters Score -8355326 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 60493 members 
Entering Unmasked Estep 
Score: -8355328.000000 Penalty: 5471.975586
	Iteration 27Q: 3 clusters Score -8355328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 60502 members 
Entering Unmasked Estep 
Score: -8355349.000000 Penalty: 5471.975586
	Iteration 28Q: 3 clusters Score -8355349 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 60514 members 
Entering Unmasked Estep 
Score: -8355347.000000 Penalty: 5471.975586
	Iteration 29Q: 3 clusters Score -8355347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 60522 members 
Entering Unmasked Estep 
Score: -8355350.500000 Penalty: 5471.975586
	Iteration 30Q: 3 clusters Score -8355350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -8355363.000000 Penalty: 5471.975586
	Iteration 31Q: 3 clusters Score -8355363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 60538 members 
Entering Unmasked Estep 
Score: -8355368.500000 Penalty: 5471.975586
	Iteration 32Q: 3 clusters Score -8355368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 60540 members 
Entering Unmasked Estep 
Score: -8355375.500000 Penalty: 5471.975586
	Iteration 33Q: 3 clusters Score -8355376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 60545 members 
Entering Unmasked Estep 
Score: -8355368.500000 Penalty: 5471.975586
	Iteration 34Q: 3 clusters Score -8355368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 60548 members 
Entering Unmasked Estep 
Score: -8355368.000000 Penalty: 5471.975586
	Iteration 35Q: 3 clusters Score -8355368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 60550 members 
Entering Unmasked Estep 
Score: -8355367.000000 Penalty: 5471.975586
	Iteration 36Q: 3 clusters Score -8355367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 60549 members 
Entering Unmasked Estep 
Score: -8355365.500000 Penalty: 5471.975586
	Iteration 37Q: 3 clusters Score -8355366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -8355369.500000 Penalty: 5471.975586
	Iteration 38Q: 3 clusters Score -8355370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -8355368.000000 Penalty: 5471.975586
	Iteration 39Q: 3 clusters Score -8355368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 60551 members 
Entering Unmasked Estep 
Score: -8355368.000000 Penalty: 5471.975586
	Iteration 40F: 3 clusters Score -8355368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103456.054688 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101725.289062 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101725.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -102356.164062 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102356.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -102842.539062 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -102842.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -103161.546875 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -103161.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -103453.867188 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -103453.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -103582.796875 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -103582.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103641.117188 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -103641.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -103683.820312 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -103683.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -103737.609375 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -103737.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -103782.125000 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -103782.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -103828.492188 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -103828.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -103883.664062 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -103883.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -103917.976562 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -103918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -103943.609375 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -103943.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -103968.273438 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -103968.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -103994.359375 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -103994.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -104021.421875 Penalty: 3322.340820
	Iteration 16Q: 3 clusters Score -104021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -104036.390625 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -104036.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -104047.242188 Penalty: 3322.340820
	Iteration 18Q: 3 clusters Score -104047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -104061.281250 Penalty: 3322.340820
	Iteration 19Q: 3 clusters Score -104061.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104073.546875 Penalty: 3322.340820
	Iteration 20F: 3 clusters Score -104073.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104084.664062 Penalty: 3322.340820
	Iteration 21Q: 3 clusters Score -104084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -104087.460938 Penalty: 3322.340820
	Iteration 22Q: 3 clusters Score -104087.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -104091.976562 Penalty: 3322.340820
	Iteration 23Q: 3 clusters Score -104092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104092.812500 Penalty: 3322.340820
	Iteration 24Q: 3 clusters Score -104092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104092.812500 Penalty: 3322.340820
	Iteration 25F: 3 clusters Score -104092.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61834 members 
Mstep: Class 6 contains 343 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36483 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28922 members 
Mstep: Class 12 contains 85036 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276463 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23996 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 144713 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Mstep: Class 28 contains 468 members 
Entering Unmasked Estep 
Score: -122233008.000000 Penalty: 95255.710938
Splitting cluster 6 changes total score from -122234520.000000 to -122233008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (48933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Entering Unmasked Estep 
Score: -6766787.000000 Penalty: 2677.955322
	Iteration 0F: 2 clusters Score -6766787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -6733941.500000 Penalty: 5355.910645
	Iteration 0F: 3 clusters Score -6733942 nChanged 22534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -6746181.000000 Penalty: 5355.910645
	Iteration 1F: 3 clusters Score -6746181 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -6746684.000000 Penalty: 5355.910645
	Iteration 2Q: 3 clusters Score -6746684 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -6747225.500000 Penalty: 5355.910645
	Iteration 3Q: 3 clusters Score -6747226 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -6747822.000000 Penalty: 5355.910645
	Iteration 4Q: 3 clusters Score -6747822 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -6748552.000000 Penalty: 5355.910645
	Iteration 5Q: 3 clusters Score -6748552 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -6749507.000000 Penalty: 5355.910645
	Iteration 6Q: 3 clusters Score -6749507 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -6750741.500000 Penalty: 5355.910645
	Iteration 7Q: 3 clusters Score -6750742 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -6752296.000000 Penalty: 5355.910645
	Iteration 8F: 3 clusters Score -6752296 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -6754137.500000 Penalty: 5355.910645
	Iteration 9F: 3 clusters Score -6754138 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -6755990.500000 Penalty: 5355.910645
	Iteration 10F: 3 clusters Score -6755990 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -6757654.000000 Penalty: 5355.910645
	Iteration 11Q: 3 clusters Score -6757654 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -6759101.000000 Penalty: 5355.910645
	Iteration 12Q: 3 clusters Score -6759101 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -6760423.000000 Penalty: 5355.910645
	Iteration 13Q: 3 clusters Score -6760423 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -6761602.500000 Penalty: 5355.910645
	Iteration 14Q: 3 clusters Score -6761602 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -6762648.000000 Penalty: 5355.910645
	Iteration 15Q: 3 clusters Score -6762648 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -6763345.000000 Penalty: 5355.910645
	Iteration 16Q: 3 clusters Score -6763345 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -6763773.000000 Penalty: 5355.910645
	Iteration 17Q: 3 clusters Score -6763773 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -6764019.000000 Penalty: 5355.910645
	Iteration 18Q: 3 clusters Score -6764019 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -6764190.500000 Penalty: 5355.910645
	Iteration 19Q: 3 clusters Score -6764190 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 46550 members 
Entering Unmasked Estep 
Score: -6764286.500000 Penalty: 5355.910645
	Iteration 20F: 3 clusters Score -6764286 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 46689 members 
Entering Unmasked Estep 
Score: -6764357.500000 Penalty: 5355.910645
	Iteration 21Q: 3 clusters Score -6764358 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -6764414.500000 Penalty: 5355.910645
	Iteration 22Q: 3 clusters Score -6764414 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -6764460.000000 Penalty: 5355.910645
	Iteration 23Q: 3 clusters Score -6764460 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -6764491.000000 Penalty: 5355.910645
	Iteration 24Q: 3 clusters Score -6764491 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -6764508.500000 Penalty: 5355.910645
	Iteration 25Q: 3 clusters Score -6764508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 47077 members 
Entering Unmasked Estep 
Score: -6764528.500000 Penalty: 5355.910645
	Iteration 26Q: 3 clusters Score -6764528 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 47118 members 
Entering Unmasked Estep 
Score: -6764539.500000 Penalty: 5355.910645
	Iteration 27Q: 3 clusters Score -6764540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -6764555.500000 Penalty: 5355.910645
	Iteration 28Q: 3 clusters Score -6764556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -6764574.500000 Penalty: 5355.910645
	Iteration 29Q: 3 clusters Score -6764574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -6764588.500000 Penalty: 5355.910645
	Iteration 30Q: 3 clusters Score -6764588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -6764575.500000 Penalty: 5355.910645
	Iteration 31Q: 3 clusters Score -6764576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -6764578.500000 Penalty: 5355.910645
	Iteration 32Q: 3 clusters Score -6764578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -6764579.000000 Penalty: 5355.910645
	Iteration 33Q: 3 clusters Score -6764579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -6764589.500000 Penalty: 5355.910645
	Iteration 34Q: 3 clusters Score -6764590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -6764586.500000 Penalty: 5355.910645
	Iteration 35Q: 3 clusters Score -6764586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -6764587.500000 Penalty: 5355.910645
	Iteration 36Q: 3 clusters Score -6764588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -6764594.000000 Penalty: 5355.910645
	Iteration 37Q: 3 clusters Score -6764594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -6764598.000000 Penalty: 5355.910645
	Iteration 38Q: 3 clusters Score -6764598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -6764595.000000 Penalty: 5355.910645
	Iteration 39Q: 3 clusters Score -6764595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -6764603.000000 Penalty: 5355.910645
	Iteration 40F: 3 clusters Score -6764603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -6764599.500000 Penalty: 5355.910645
	Iteration 41Q: 3 clusters Score -6764600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -6764600.500000 Penalty: 5355.910645
	Iteration 42Q: 3 clusters Score -6764600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -6764595.000000 Penalty: 5355.910645
	Iteration 43Q: 3 clusters Score -6764595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -6764590.000000 Penalty: 5355.910645
	Iteration 44Q: 3 clusters Score -6764590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -6764595.000000 Penalty: 5355.910645
	Iteration 45Q: 3 clusters Score -6764595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -6764598.500000 Penalty: 5355.910645
	Iteration 46Q: 3 clusters Score -6764598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -6764607.000000 Penalty: 5355.910645
	Iteration 47Q: 3 clusters Score -6764607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -6764606.500000 Penalty: 5355.910645
	Iteration 48Q: 3 clusters Score -6764606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -6764612.500000 Penalty: 5355.910645
	Iteration 49Q: 3 clusters Score -6764612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -6764603.000000 Penalty: 5355.910645
	Iteration 50Q: 3 clusters Score -6764603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -6764596.500000 Penalty: 5355.910645
	Iteration 51Q: 3 clusters Score -6764596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 47362 members 
Entering Unmasked Estep 
Score: -6764610.000000 Penalty: 5355.910645
	Iteration 52Q: 3 clusters Score -6764610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -6764617.000000 Penalty: 5355.910645
	Iteration 53Q: 3 clusters Score -6764617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -6764626.000000 Penalty: 5355.910645
	Iteration 54Q: 3 clusters Score -6764626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -6764609.500000 Penalty: 5355.910645
	Iteration 55Q: 3 clusters Score -6764610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -6764612.000000 Penalty: 5355.910645
	Iteration 56Q: 3 clusters Score -6764612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -6764609.000000 Penalty: 5355.910645
	Iteration 57Q: 3 clusters Score -6764609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -6764608.500000 Penalty: 5355.910645
	Iteration 58Q: 3 clusters Score -6764608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -6764611.500000 Penalty: 5355.910645
	Iteration 59Q: 3 clusters Score -6764612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -6764612.500000 Penalty: 5355.910645
	Iteration 60F: 3 clusters Score -6764612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -6764609.000000 Penalty: 5355.910645
	Iteration 61Q: 3 clusters Score -6764609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -6764613.000000 Penalty: 5355.910645
	Iteration 62Q: 3 clusters Score -6764613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -6764606.500000 Penalty: 5355.910645
	Iteration 63Q: 3 clusters Score -6764606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -6764616.000000 Penalty: 5355.910645
	Iteration 64Q: 3 clusters Score -6764616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -6764610.000000 Penalty: 5355.910645
	Iteration 65Q: 3 clusters Score -6764610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -6764614.000000 Penalty: 5355.910645
	Iteration 66Q: 3 clusters Score -6764614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -6764615.500000 Penalty: 5355.910645
	Iteration 67Q: 3 clusters Score -6764616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -6764616.500000 Penalty: 5355.910645
	Iteration 68Q: 3 clusters Score -6764616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -6764616.500000 Penalty: 5355.910645
	Iteration 69F: 3 clusters Score -6764616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Entering Unmasked Estep 
Score: -771060.312500 Penalty: 2147.269531
	Iteration 0F: 2 clusters Score -771060.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -766040.812500 Penalty: 4294.539062
	Iteration 0F: 3 clusters Score -766040.8 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -767379.375000 Penalty: 4294.539062
	Iteration 1F: 3 clusters Score -767379.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -767794.437500 Penalty: 4294.539062
	Iteration 2F: 3 clusters Score -767794.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -768160.500000 Penalty: 4294.539062
	Iteration 3F: 3 clusters Score -768160.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -768571.687500 Penalty: 4294.539062
	Iteration 4F: 3 clusters Score -768571.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -768959.187500 Penalty: 4294.539062
	Iteration 5F: 3 clusters Score -768959.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -769256.812500 Penalty: 4294.539062
	Iteration 6F: 3 clusters Score -769256.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -769484.812500 Penalty: 4294.539062
	Iteration 7Q: 3 clusters Score -769484.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -769648.250000 Penalty: 4294.539062
	Iteration 8Q: 3 clusters Score -769648.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -769767.250000 Penalty: 4294.539062
	Iteration 9Q: 3 clusters Score -769767.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -769833.062500 Penalty: 4294.539062
	Iteration 10Q: 3 clusters Score -769833.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -769879.062500 Penalty: 4294.539062
	Iteration 11Q: 3 clusters Score -769879.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -769909.937500 Penalty: 4294.539062
	Iteration 12Q: 3 clusters Score -769909.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -769928.687500 Penalty: 4294.539062
	Iteration 13Q: 3 clusters Score -769928.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -769943.000000 Penalty: 4294.539062
	Iteration 14Q: 3 clusters Score -769943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -769956.187500 Penalty: 4294.539062
	Iteration 15Q: 3 clusters Score -769956.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -769963.625000 Penalty: 4294.539062
	Iteration 16Q: 3 clusters Score -769963.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -769971.187500 Penalty: 4294.539062
	Iteration 17Q: 3 clusters Score -769971.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -769979.625000 Penalty: 4294.539062
	Iteration 18Q: 3 clusters Score -769979.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -769985.437500 Penalty: 4294.539062
	Iteration 19Q: 3 clusters Score -769985.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -769986.875000 Penalty: 4294.539062
	Iteration 20F: 3 clusters Score -769986.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -769988.875000 Penalty: 4294.539062
	Iteration 21Q: 3 clusters Score -769988.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -769992.687500 Penalty: 4294.539062
	Iteration 22Q: 3 clusters Score -769992.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -769996.437500 Penalty: 4294.539062
	Iteration 23Q: 3 clusters Score -769996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -769996.500000 Penalty: 4294.539062
	Iteration 24Q: 3 clusters Score -769996.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -769997.562500 Penalty: 4294.539062
	Iteration 25Q: 3 clusters Score -769997.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -770000.812500 Penalty: 4294.539062
	Iteration 26Q: 3 clusters Score -770000.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -770001.812500 Penalty: 4294.539062
	Iteration 27Q: 3 clusters Score -770001.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -769999.437500 Penalty: 4294.539062
	Iteration 28Q: 3 clusters Score -769999.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -770004.187500 Penalty: 4294.539062
	Iteration 29Q: 3 clusters Score -770004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -770003.062500 Penalty: 4294.539062
	Iteration 30Q: 3 clusters Score -770003.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -770004.687500 Penalty: 4294.539062
	Iteration 31Q: 3 clusters Score -770004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -770003.625000 Penalty: 4294.539062
	Iteration 32Q: 3 clusters Score -770003.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -770006.812500 Penalty: 4294.539062
	Iteration 33Q: 3 clusters Score -770006.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -770008.500000 Penalty: 4294.539062
	Iteration 34Q: 3 clusters Score -770008.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -770008.625000 Penalty: 4294.539062
	Iteration 35Q: 3 clusters Score -770008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -770010.125000 Penalty: 4294.539062
	Iteration 36Q: 3 clusters Score -770010.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -770010.125000 Penalty: 4294.539062
	Iteration 37F: 3 clusters Score -770010.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Entering Unmasked Estep 
Score: -5072969.500000 Penalty: 2605.141113
	Iteration 0F: 2 clusters Score -5072970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -5048130.500000 Penalty: 5210.282227
	Iteration 0F: 3 clusters Score -5048130 nChanged 16549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -5057030.500000 Penalty: 5210.282227
	Iteration 1F: 3 clusters Score -5057030 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -5057652.500000 Penalty: 5210.282227
	Iteration 2Q: 3 clusters Score -5057652 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16090 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5058361.500000 Penalty: 5210.282227
	Iteration 3Q: 3 clusters Score -5058362 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -5059346.000000 Penalty: 5210.282227
	Iteration 4Q: 3 clusters Score -5059346 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -5060601.000000 Penalty: 5210.282227
	Iteration 5F: 3 clusters Score -5060601 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -5062192.000000 Penalty: 5210.282227
	Iteration 6F: 3 clusters Score -5062192 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -5064125.000000 Penalty: 5210.282227
	Iteration 7F: 3 clusters Score -5064125 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -5065914.500000 Penalty: 5210.282227
	Iteration 8F: 3 clusters Score -5065914 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -5067310.000000 Penalty: 5210.282227
	Iteration 9F: 3 clusters Score -5067310 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -5068149.500000 Penalty: 5210.282227
	Iteration 10Q: 3 clusters Score -5068150 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -5068642.500000 Penalty: 5210.282227
	Iteration 11Q: 3 clusters Score -5068642 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -5069023.500000 Penalty: 5210.282227
	Iteration 12Q: 3 clusters Score -5069024 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -5069287.500000 Penalty: 5210.282227
	Iteration 13Q: 3 clusters Score -5069288 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -5069559.500000 Penalty: 5210.282227
	Iteration 14Q: 3 clusters Score -5069560 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -5069875.000000 Penalty: 5210.282227
	Iteration 15Q: 3 clusters Score -5069875 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -5070302.000000 Penalty: 5210.282227
	Iteration 16Q: 3 clusters Score -5070302 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -5070767.000000 Penalty: 5210.282227
	Iteration 17Q: 3 clusters Score -5070767 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -5071178.000000 Penalty: 5210.282227
	Iteration 18Q: 3 clusters Score -5071178 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -5071466.000000 Penalty: 5210.282227
	Iteration 19Q: 3 clusters Score -5071466 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -5071590.000000 Penalty: 5210.282227
	Iteration 20F: 3 clusters Score -5071590 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -5071709.000000 Penalty: 5210.282227
	Iteration 21Q: 3 clusters Score -5071709 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -5071815.000000 Penalty: 5210.282227
	Iteration 22Q: 3 clusters Score -5071815 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -5071884.500000 Penalty: 5210.282227
	Iteration 23Q: 3 clusters Score -5071884 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -5071946.500000 Penalty: 5210.282227
	Iteration 24Q: 3 clusters Score -5071946 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -5072007.000000 Penalty: 5210.282227
	Iteration 25Q: 3 clusters Score -5072007 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -5072051.500000 Penalty: 5210.282227
	Iteration 26Q: 3 clusters Score -5072052 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -5072086.500000 Penalty: 5210.282227
	Iteration 27Q: 3 clusters Score -5072086 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -5072114.500000 Penalty: 5210.282227
	Iteration 28Q: 3 clusters Score -5072114 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 29612 members 
Entering Unmasked Estep 
Score: -5072135.500000 Penalty: 5210.282227
	Iteration 29Q: 3 clusters Score -5072136 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -5072171.500000 Penalty: 5210.282227
	Iteration 30Q: 3 clusters Score -5072172 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -5072172.500000 Penalty: 5210.282227
	Iteration 31Q: 3 clusters Score -5072172 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -5072180.500000 Penalty: 5210.282227
	Iteration 32Q: 3 clusters Score -5072180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -5072178.000000 Penalty: 5210.282227
	Iteration 33Q: 3 clusters Score -5072178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -5072203.500000 Penalty: 5210.282227
	Iteration 34Q: 3 clusters Score -5072204 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -5072209.000000 Penalty: 5210.282227
	Iteration 35Q: 3 clusters Score -5072209 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -5072223.500000 Penalty: 5210.282227
	Iteration 36Q: 3 clusters Score -5072224 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -5072222.500000 Penalty: 5210.282227
	Iteration 37Q: 3 clusters Score -5072222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -5072247.000000 Penalty: 5210.282227
	Iteration 38Q: 3 clusters Score -5072247 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -5072264.500000 Penalty: 5210.282227
	Iteration 39Q: 3 clusters Score -5072264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -5072262.500000 Penalty: 5210.282227
	Iteration 40F: 3 clusters Score -5072262 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 28779 members 
Entering Unmasked Estep 
Score: -5072272.500000 Penalty: 5210.282227
	Iteration 41Q: 3 clusters Score -5072272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -5072264.500000 Penalty: 5210.282227
	Iteration 42Q: 3 clusters Score -5072264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -5072276.000000 Penalty: 5210.282227
	Iteration 43Q: 3 clusters Score -5072276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -5072271.000000 Penalty: 5210.282227
	Iteration 44Q: 3 clusters Score -5072271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -5072269.500000 Penalty: 5210.282227
	Iteration 45Q: 3 clusters Score -5072270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -5072276.500000 Penalty: 5210.282227
	Iteration 46Q: 3 clusters Score -5072276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -5072283.000000 Penalty: 5210.282227
	Iteration 47Q: 3 clusters Score -5072283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -5072290.500000 Penalty: 5210.282227
	Iteration 48Q: 3 clusters Score -5072290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -5072290.500000 Penalty: 5210.282227
	Iteration 49Q: 3 clusters Score -5072290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -5072288.500000 Penalty: 5210.282227
	Iteration 50Q: 3 clusters Score -5072288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -5072289.000000 Penalty: 5210.282227
	Iteration 51Q: 3 clusters Score -5072289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -5072281.000000 Penalty: 5210.282227
	Iteration 52Q: 3 clusters Score -5072281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -5072277.500000 Penalty: 5210.282227
	Iteration 53Q: 3 clusters Score -5072278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -5072292.500000 Penalty: 5210.282227
	Iteration 54Q: 3 clusters Score -5072292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -5072293.500000 Penalty: 5210.282227
	Iteration 55Q: 3 clusters Score -5072294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -5072291.500000 Penalty: 5210.282227
	Iteration 56Q: 3 clusters Score -5072292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -5072295.000000 Penalty: 5210.282227
	Iteration 57Q: 3 clusters Score -5072295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -5072300.500000 Penalty: 5210.282227
	Iteration 58Q: 3 clusters Score -5072300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -5072295.000000 Penalty: 5210.282227
	Iteration 59Q: 3 clusters Score -5072295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -5072293.500000 Penalty: 5210.282227
	Iteration 60F: 3 clusters Score -5072294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -5072284.000000 Penalty: 5210.282227
	Iteration 61Q: 3 clusters Score -5072284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -5072290.000000 Penalty: 5210.282227
	Iteration 62Q: 3 clusters Score -5072290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 28421 members 
Entering Unmasked Estep 
Score: -5072291.000000 Penalty: 5210.282227
	Iteration 63Q: 3 clusters Score -5072291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -5072289.000000 Penalty: 5210.282227
	Iteration 64Q: 3 clusters Score -5072289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -5072286.500000 Penalty: 5210.282227
	Iteration 65Q: 3 clusters Score -5072286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 28405 members 
Entering Unmasked Estep 
Score: -5072289.500000 Penalty: 5210.282227
	Iteration 66Q: 3 clusters Score -5072290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -5072287.000000 Penalty: 5210.282227
	Iteration 67Q: 3 clusters Score -5072287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -5072292.500000 Penalty: 5210.282227
	Iteration 68Q: 3 clusters Score -5072292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -5072293.000000 Penalty: 5210.282227
	Iteration 69Q: 3 clusters Score -5072293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -5072293.000000 Penalty: 5210.282227
	Iteration 70F: 3 clusters Score -5072293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -149504.531250 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -149504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -147435.546875 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -147435.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -148034.968750 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -148035 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -148458.500000 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -148458.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -148762.734375 Penalty: 3525.283203
	Iteration 3F: 3 clusters Score -148762.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -148988.312500 Penalty: 3525.283203
	Iteration 4F: 3 clusters Score -148988.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -149173.109375 Penalty: 3525.283203
	Iteration 5F: 3 clusters Score -149173.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -149252.468750 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -149252.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -149308.453125 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -149308.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -149362.265625 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -149362.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -149392.718750 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -149392.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -149428.578125 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -149428.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -149442.265625 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -149442.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -149447.875000 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -149447.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -149447.875000 Penalty: 3525.283203
	Iteration 13F: 3 clusters Score -149447.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Entering Unmasked Estep 
Score: -4046436.500000 Penalty: 2547.544678
	Iteration 0F: 2 clusters Score -4046436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -4026487.750000 Penalty: 5095.089355
	Iteration 0F: 3 clusters Score -4026488 nChanged 13085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -4033622.000000 Penalty: 5095.089355
	Iteration 1F: 3 clusters Score -4033622 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -4034137.750000 Penalty: 5095.089355
	Iteration 2F: 3 clusters Score -4034138 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -4034665.250000 Penalty: 5095.089355
	Iteration 3Q: 3 clusters Score -4034665 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -4035315.750000 Penalty: 5095.089355
	Iteration 4Q: 3 clusters Score -4035316 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4036181.000000 Penalty: 5095.089355
	Iteration 5F: 3 clusters Score -4036181 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -4037328.750000 Penalty: 5095.089355
	Iteration 6F: 3 clusters Score -4037329 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -4038797.750000 Penalty: 5095.089355
	Iteration 7F: 3 clusters Score -4038798 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -4040380.000000 Penalty: 5095.089355
	Iteration 8F: 3 clusters Score -4040380 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -4041714.000000 Penalty: 5095.089355
	Iteration 9F: 3 clusters Score -4041714 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -4042647.000000 Penalty: 5095.089355
	Iteration 10Q: 3 clusters Score -4042647 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -4043321.750000 Penalty: 5095.089355
	Iteration 11Q: 3 clusters Score -4043322 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 27958 members 
Entering Unmasked Estep 
Score: -4043740.000000 Penalty: 5095.089355
	Iteration 12Q: 3 clusters Score -4043740 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -4043960.750000 Penalty: 5095.089355
	Iteration 13Q: 3 clusters Score -4043961 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -4044106.250000 Penalty: 5095.089355
	Iteration 14Q: 3 clusters Score -4044106 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -4044195.500000 Penalty: 5095.089355
	Iteration 15Q: 3 clusters Score -4044196 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -4044259.250000 Penalty: 5095.089355
	Iteration 16Q: 3 clusters Score -4044259 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -4044317.250000 Penalty: 5095.089355
	Iteration 17Q: 3 clusters Score -4044317 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4044353.500000 Penalty: 5095.089355
	Iteration 18Q: 3 clusters Score -4044354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -4044389.000000 Penalty: 5095.089355
	Iteration 19Q: 3 clusters Score -4044389 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -4044409.250000 Penalty: 5095.089355
	Iteration 20F: 3 clusters Score -4044409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -4044415.500000 Penalty: 5095.089355
	Iteration 21Q: 3 clusters Score -4044416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -4044423.000000 Penalty: 5095.089355
	Iteration 22Q: 3 clusters Score -4044423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -4044425.000000 Penalty: 5095.089355
	Iteration 23Q: 3 clusters Score -4044425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -4044430.750000 Penalty: 5095.089355
	Iteration 24Q: 3 clusters Score -4044431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4044432.000000 Penalty: 5095.089355
	Iteration 25Q: 3 clusters Score -4044432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28591 members 
Entering Unmasked Estep 
Score: -4044434.000000 Penalty: 5095.089355
	Iteration 26Q: 3 clusters Score -4044434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -4044435.250000 Penalty: 5095.089355
	Iteration 27Q: 3 clusters Score -4044435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -4044437.750000 Penalty: 5095.089355
	Iteration 28Q: 3 clusters Score -4044438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -4044444.750000 Penalty: 5095.089355
	Iteration 29Q: 3 clusters Score -4044445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -4044443.750000 Penalty: 5095.089355
	Iteration 30Q: 3 clusters Score -4044444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -4044446.250000 Penalty: 5095.089355
	Iteration 31Q: 3 clusters Score -4044446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28600 members 
Entering Unmasked Estep 
Score: -4044448.500000 Penalty: 5095.089355
	Iteration 32Q: 3 clusters Score -4044448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -4044453.250000 Penalty: 5095.089355
	Iteration 33Q: 3 clusters Score -4044453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -4044453.250000 Penalty: 5095.089355
	Iteration 34F: 3 clusters Score -4044453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (85036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85036 members 
Entering Unmasked Estep 
Score: -11781755.000000 Penalty: 2815.005859
	Iteration 0F: 2 clusters Score -1.178176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -11724641.000000 Penalty: 5630.011719
	Iteration 0F: 3 clusters Score -1.172464e+07 nChanged 40066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -11747371.000000 Penalty: 5630.011719
	Iteration 1F: 3 clusters Score -1.174737e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -11747983.000000 Penalty: 5630.011719
	Iteration 2Q: 3 clusters Score -1.174798e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -11748487.000000 Penalty: 5630.011719
	Iteration 3Q: 3 clusters Score -1.174849e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -11749086.000000 Penalty: 5630.011719
	Iteration 4Q: 3 clusters Score -1.174909e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -11749708.000000 Penalty: 5630.011719
	Iteration 5Q: 3 clusters Score -1.174971e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -11750462.000000 Penalty: 5630.011719
	Iteration 6Q: 3 clusters Score -1.175046e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -11751373.000000 Penalty: 5630.011719
	Iteration 7Q: 3 clusters Score -1.175137e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -11752491.000000 Penalty: 5630.011719
	Iteration 8Q: 3 clusters Score -1.175249e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -11754057.000000 Penalty: 5630.011719
	Iteration 9Q: 3 clusters Score -1.175406e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48771 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -11756461.000000 Penalty: 5630.011719
	Iteration 10F: 3 clusters Score -1.175646e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 33994 members 
Entering Unmasked Estep 
Score: -11759757.000000 Penalty: 5630.011719
	Iteration 11F: 3 clusters Score -1.175976e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -11763486.000000 Penalty: 5630.011719
	Iteration 12F: 3 clusters Score -1.176349e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54702 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -11766518.000000 Penalty: 5630.011719
	Iteration 13F: 3 clusters Score -1.176652e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55751 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
Score: -11768106.000000 Penalty: 5630.011719
	Iteration 14Q: 3 clusters Score -1.176811e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -11769001.000000 Penalty: 5630.011719
	Iteration 15Q: 3 clusters Score -1.1769e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57135 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -11769504.000000 Penalty: 5630.011719
	Iteration 16Q: 3 clusters Score -1.17695e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57798 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -11769890.000000 Penalty: 5630.011719
	Iteration 17Q: 3 clusters Score -1.176989e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -11770213.000000 Penalty: 5630.011719
	Iteration 18Q: 3 clusters Score -1.177021e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59096 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -11770582.000000 Penalty: 5630.011719
	Iteration 19Q: 3 clusters Score -1.177058e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -11771009.000000 Penalty: 5630.011719
	Iteration 20F: 3 clusters Score -1.177101e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -11771508.000000 Penalty: 5630.011719
	Iteration 21Q: 3 clusters Score -1.177151e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61368 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -11771976.000000 Penalty: 5630.011719
	Iteration 22Q: 3 clusters Score -1.177198e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -11772585.000000 Penalty: 5630.011719
	Iteration 23Q: 3 clusters Score -1.177258e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -11773337.000000 Penalty: 5630.011719
	Iteration 24Q: 3 clusters Score -1.177334e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63881 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -11774182.000000 Penalty: 5630.011719
	Iteration 25Q: 3 clusters Score -1.177418e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64687 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -11774924.000000 Penalty: 5630.011719
	Iteration 26Q: 3 clusters Score -1.177492e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -11775544.000000 Penalty: 5630.011719
	Iteration 27Q: 3 clusters Score -1.177554e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66015 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -11776113.000000 Penalty: 5630.011719
	Iteration 28Q: 3 clusters Score -1.177611e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66608 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -11776484.000000 Penalty: 5630.011719
	Iteration 29Q: 3 clusters Score -1.177648e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67131 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -11776652.000000 Penalty: 5630.011719
	Iteration 30Q: 3 clusters Score -1.177665e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67586 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -11776796.000000 Penalty: 5630.011719
	Iteration 31Q: 3 clusters Score -1.17768e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -11776888.000000 Penalty: 5630.011719
	Iteration 32Q: 3 clusters Score -1.177689e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -11776933.000000 Penalty: 5630.011719
	Iteration 33Q: 3 clusters Score -1.177693e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68718 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -11776998.000000 Penalty: 5630.011719
	Iteration 34Q: 3 clusters Score -1.1777e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -11777057.000000 Penalty: 5630.011719
	Iteration 35Q: 3 clusters Score -1.177706e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69282 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -11777073.000000 Penalty: 5630.011719
	Iteration 36Q: 3 clusters Score -1.177707e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69504 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -11777129.000000 Penalty: 5630.011719
	Iteration 37Q: 3 clusters Score -1.177713e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69683 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -11777159.000000 Penalty: 5630.011719
	Iteration 38Q: 3 clusters Score -1.177716e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69854 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -11777207.000000 Penalty: 5630.011719
	Iteration 39Q: 3 clusters Score -1.177721e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70024 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -11777235.000000 Penalty: 5630.011719
	Iteration 40F: 3 clusters Score -1.177724e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70185 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -11777223.000000 Penalty: 5630.011719
	Iteration 41Q: 3 clusters Score -1.177722e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70325 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -11777273.000000 Penalty: 5630.011719
	Iteration 42Q: 3 clusters Score -1.177727e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70469 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -11777285.000000 Penalty: 5630.011719
	Iteration 43Q: 3 clusters Score -1.177728e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70595 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -11777277.000000 Penalty: 5630.011719
	Iteration 44Q: 3 clusters Score -1.177728e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -11777256.000000 Penalty: 5630.011719
	Iteration 45Q: 3 clusters Score -1.177726e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70867 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -11777266.000000 Penalty: 5630.011719
	Iteration 46Q: 3 clusters Score -1.177727e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71004 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -11777307.000000 Penalty: 5630.011719
	Iteration 47Q: 3 clusters Score -1.177731e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -11777310.000000 Penalty: 5630.011719
	Iteration 48Q: 3 clusters Score -1.177731e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71305 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -11777347.000000 Penalty: 5630.011719
	Iteration 49Q: 3 clusters Score -1.177735e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71449 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -11777347.000000 Penalty: 5630.011719
	Iteration 50Q: 3 clusters Score -1.177735e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71599 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -11777357.000000 Penalty: 5630.011719
	Iteration 51Q: 3 clusters Score -1.177736e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -11777382.000000 Penalty: 5630.011719
	Iteration 52Q: 3 clusters Score -1.177738e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71874 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -11777364.000000 Penalty: 5630.011719
	Iteration 53Q: 3 clusters Score -1.177736e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72001 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -11777397.000000 Penalty: 5630.011719
	Iteration 54Q: 3 clusters Score -1.17774e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72143 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -11777409.000000 Penalty: 5630.011719
	Iteration 55Q: 3 clusters Score -1.177741e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72267 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -11777409.000000 Penalty: 5630.011719
	Iteration 56Q: 3 clusters Score -1.177741e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72399 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -11777431.000000 Penalty: 5630.011719
	Iteration 57Q: 3 clusters Score -1.177743e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72551 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -11777442.000000 Penalty: 5630.011719
	Iteration 58Q: 3 clusters Score -1.177744e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -11777429.000000 Penalty: 5630.011719
	Iteration 59Q: 3 clusters Score -1.177743e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -11777445.000000 Penalty: 5630.011719
	Iteration 60F: 3 clusters Score -1.177744e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72956 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -11777483.000000 Penalty: 5630.011719
	Iteration 61Q: 3 clusters Score -1.177748e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73079 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -11777494.000000 Penalty: 5630.011719
	Iteration 62Q: 3 clusters Score -1.177749e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73192 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -11777497.000000 Penalty: 5630.011719
	Iteration 63Q: 3 clusters Score -1.17775e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73303 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -11777490.000000 Penalty: 5630.011719
	Iteration 64Q: 3 clusters Score -1.177749e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -11777482.000000 Penalty: 5630.011719
	Iteration 65Q: 3 clusters Score -1.177748e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73547 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -11777519.000000 Penalty: 5630.011719
	Iteration 66Q: 3 clusters Score -1.177752e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73680 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -11777563.000000 Penalty: 5630.011719
	Iteration 67Q: 3 clusters Score -1.177756e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73811 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -11777567.000000 Penalty: 5630.011719
	Iteration 68Q: 3 clusters Score -1.177757e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73939 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -11777591.000000 Penalty: 5630.011719
	Iteration 69Q: 3 clusters Score -1.177759e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -11777603.000000 Penalty: 5630.011719
	Iteration 70Q: 3 clusters Score -1.17776e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74200 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -11777604.000000 Penalty: 5630.011719
	Iteration 71Q: 3 clusters Score -1.17776e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -11777610.000000 Penalty: 5630.011719
	Iteration 72Q: 3 clusters Score -1.177761e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -11777592.000000 Penalty: 5630.011719
	Iteration 73Q: 3 clusters Score -1.177759e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -11777632.000000 Penalty: 5630.011719
	Iteration 74Q: 3 clusters Score -1.177763e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74797 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -11777649.000000 Penalty: 5630.011719
	Iteration 75Q: 3 clusters Score -1.177765e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74939 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -11777631.000000 Penalty: 5630.011719
	Iteration 76Q: 3 clusters Score -1.177763e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -11777638.000000 Penalty: 5630.011719
	Iteration 77Q: 3 clusters Score -1.177764e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75240 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -11777694.000000 Penalty: 5630.011719
	Iteration 78Q: 3 clusters Score -1.177769e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -11777726.000000 Penalty: 5630.011719
	Iteration 79Q: 3 clusters Score -1.177773e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -11777735.000000 Penalty: 5630.011719
	Iteration 80F: 3 clusters Score -1.177774e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75619 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -11777738.000000 Penalty: 5630.011719
	Iteration 81Q: 3 clusters Score -1.177774e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75732 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -11777717.000000 Penalty: 5630.011719
	Iteration 82Q: 3 clusters Score -1.177772e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75852 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -11777708.000000 Penalty: 5630.011719
	Iteration 83Q: 3 clusters Score -1.177771e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -11777712.000000 Penalty: 5630.011719
	Iteration 84Q: 3 clusters Score -1.177771e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76124 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -11777745.000000 Penalty: 5630.011719
	Iteration 85Q: 3 clusters Score -1.177774e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -11777751.000000 Penalty: 5630.011719
	Iteration 86Q: 3 clusters Score -1.177775e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76408 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -11777770.000000 Penalty: 5630.011719
	Iteration 87Q: 3 clusters Score -1.177777e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76556 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -11777809.000000 Penalty: 5630.011719
	Iteration 88Q: 3 clusters Score -1.177781e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76690 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -11777813.000000 Penalty: 5630.011719
	Iteration 89Q: 3 clusters Score -1.177781e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76821 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -11777825.000000 Penalty: 5630.011719
	Iteration 90Q: 3 clusters Score -1.177782e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76952 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -11777818.000000 Penalty: 5630.011719
	Iteration 91Q: 3 clusters Score -1.177782e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77087 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -11777827.000000 Penalty: 5630.011719
	Iteration 92Q: 3 clusters Score -1.177783e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77226 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -11777850.000000 Penalty: 5630.011719
	Iteration 93Q: 3 clusters Score -1.177785e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -11777856.000000 Penalty: 5630.011719
	Iteration 94Q: 3 clusters Score -1.177786e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77466 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -11777868.000000 Penalty: 5630.011719
	Iteration 95Q: 3 clusters Score -1.177787e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77592 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -11777910.000000 Penalty: 5630.011719
	Iteration 96Q: 3 clusters Score -1.177791e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77731 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -11777970.000000 Penalty: 5630.011719
	Iteration 97Q: 3 clusters Score -1.177797e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77886 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -11777974.000000 Penalty: 5630.011719
	Iteration 98Q: 3 clusters Score -1.177797e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78044 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -11778003.000000 Penalty: 5630.011719
	Iteration 99Q: 3 clusters Score -1.1778e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78203 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -11778030.000000 Penalty: 5630.011719
	Iteration 100F: 3 clusters Score -1.177803e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78373 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -11778045.000000 Penalty: 5630.011719
	Iteration 101Q: 3 clusters Score -1.177804e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78546 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -11778022.000000 Penalty: 5630.011719
	Iteration 102Q: 3 clusters Score -1.177802e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -11778090.000000 Penalty: 5630.011719
	Iteration 103Q: 3 clusters Score -1.177809e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -11778126.000000 Penalty: 5630.011719
	Iteration 104Q: 3 clusters Score -1.177813e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79084 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -11778160.000000 Penalty: 5630.011719
	Iteration 105Q: 3 clusters Score -1.177816e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79267 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -11778169.000000 Penalty: 5630.011719
	Iteration 106Q: 3 clusters Score -1.177817e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79440 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -11778223.000000 Penalty: 5630.011719
	Iteration 107Q: 3 clusters Score -1.177822e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79609 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -11778244.000000 Penalty: 5630.011719
	Iteration 108Q: 3 clusters Score -1.177824e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -11778266.000000 Penalty: 5630.011719
	Iteration 109Q: 3 clusters Score -1.177827e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -11778310.000000 Penalty: 5630.011719
	Iteration 110Q: 3 clusters Score -1.177831e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -11778374.000000 Penalty: 5630.011719
	Iteration 111Q: 3 clusters Score -1.177837e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80214 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -11778436.000000 Penalty: 5630.011719
	Iteration 112Q: 3 clusters Score -1.177844e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80346 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -11778444.000000 Penalty: 5630.011719
	Iteration 113Q: 3 clusters Score -1.177844e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80504 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -11778450.000000 Penalty: 5630.011719
	Iteration 114Q: 3 clusters Score -1.177845e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80662 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -11778516.000000 Penalty: 5630.011719
	Iteration 115Q: 3 clusters Score -1.177852e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -11778550.000000 Penalty: 5630.011719
	Iteration 116Q: 3 clusters Score -1.177855e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81007 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -11778610.000000 Penalty: 5630.011719
	Iteration 117Q: 3 clusters Score -1.177861e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81212 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -11778674.000000 Penalty: 5630.011719
	Iteration 118Q: 3 clusters Score -1.177867e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -11778717.000000 Penalty: 5630.011719
	Iteration 119Q: 3 clusters Score -1.177872e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81575 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -11778772.000000 Penalty: 5630.011719
	Iteration 120F: 3 clusters Score -1.177877e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81723 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -11778792.000000 Penalty: 5630.011719
	Iteration 121Q: 3 clusters Score -1.177879e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81852 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -11778847.000000 Penalty: 5630.011719
	Iteration 122Q: 3 clusters Score -1.177885e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -11778922.000000 Penalty: 5630.011719
	Iteration 123Q: 3 clusters Score -1.177892e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11778951.000000 Penalty: 5630.011719
	Iteration 124Q: 3 clusters Score -1.177895e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82184 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -11778961.000000 Penalty: 5630.011719
	Iteration 125Q: 3 clusters Score -1.177896e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82273 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -11778988.000000 Penalty: 5630.011719
	Iteration 126Q: 3 clusters Score -1.177899e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82355 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -11779025.000000 Penalty: 5630.011719
	Iteration 127Q: 3 clusters Score -1.177902e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82445 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -11779022.000000 Penalty: 5630.011719
	Iteration 128Q: 3 clusters Score -1.177902e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82545 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -11779057.000000 Penalty: 5630.011719
	Iteration 129Q: 3 clusters Score -1.177906e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82634 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -11779102.000000 Penalty: 5630.011719
	Iteration 130Q: 3 clusters Score -1.17791e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -11779128.000000 Penalty: 5630.011719
	Iteration 131Q: 3 clusters Score -1.177913e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -11779129.000000 Penalty: 5630.011719
	Iteration 132Q: 3 clusters Score -1.177913e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82869 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -11779151.000000 Penalty: 5630.011719
	Iteration 133Q: 3 clusters Score -1.177915e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82942 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -11779167.000000 Penalty: 5630.011719
	Iteration 134Q: 3 clusters Score -1.177917e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -11779174.000000 Penalty: 5630.011719
	Iteration 135Q: 3 clusters Score -1.177917e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -11779203.000000 Penalty: 5630.011719
	Iteration 136Q: 3 clusters Score -1.17792e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83096 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -11779214.000000 Penalty: 5630.011719
	Iteration 137Q: 3 clusters Score -1.177921e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -11779232.000000 Penalty: 5630.011719
	Iteration 138Q: 3 clusters Score -1.177923e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83186 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -11779237.000000 Penalty: 5630.011719
	Iteration 139Q: 3 clusters Score -1.177924e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83226 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -11779236.000000 Penalty: 5630.011719
	Iteration 140F: 3 clusters Score -1.177924e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83249 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -11779256.000000 Penalty: 5630.011719
	Iteration 141Q: 3 clusters Score -1.177926e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -11779270.000000 Penalty: 5630.011719
	Iteration 142Q: 3 clusters Score -1.177927e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83301 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -11779310.000000 Penalty: 5630.011719
	Iteration 143Q: 3 clusters Score -1.177931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83317 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -11779313.000000 Penalty: 5630.011719
	Iteration 144Q: 3 clusters Score -1.177931e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83330 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -11779314.000000 Penalty: 5630.011719
	Iteration 145Q: 3 clusters Score -1.177931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83344 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -11779309.000000 Penalty: 5630.011719
	Iteration 146Q: 3 clusters Score -1.177931e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83367 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -11779338.000000 Penalty: 5630.011719
	Iteration 147Q: 3 clusters Score -1.177934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83383 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -11779336.000000 Penalty: 5630.011719
	Iteration 148Q: 3 clusters Score -1.177934e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -11779332.000000 Penalty: 5630.011719
	Iteration 149Q: 3 clusters Score -1.177933e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -11779355.000000 Penalty: 5630.011719
	Iteration 150Q: 3 clusters Score -1.177936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83433 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -11779350.000000 Penalty: 5630.011719
	Iteration 151Q: 3 clusters Score -1.177935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83443 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -11779354.000000 Penalty: 5630.011719
	Iteration 152Q: 3 clusters Score -1.177935e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -11779354.000000 Penalty: 5630.011719
	Iteration 153Q: 3 clusters Score -1.177935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83466 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -11779360.000000 Penalty: 5630.011719
	Iteration 154Q: 3 clusters Score -1.177936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -11779361.000000 Penalty: 5630.011719
	Iteration 155Q: 3 clusters Score -1.177936e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83492 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -11779356.000000 Penalty: 5630.011719
	Iteration 156Q: 3 clusters Score -1.177936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83507 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11779375.000000 Penalty: 5630.011719
	Iteration 157Q: 3 clusters Score -1.177938e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83514 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11779361.000000 Penalty: 5630.011719
	Iteration 158Q: 3 clusters Score -1.177936e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83531 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -11779377.000000 Penalty: 5630.011719
	Iteration 159Q: 3 clusters Score -1.177938e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83544 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -11779403.000000 Penalty: 5630.011719
	Iteration 160F: 3 clusters Score -1.17794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83551 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -11779419.000000 Penalty: 5630.011719
	Iteration 161Q: 3 clusters Score -1.177942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83555 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11779424.000000 Penalty: 5630.011719
	Iteration 162Q: 3 clusters Score -1.177942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83559 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -11779431.000000 Penalty: 5630.011719
	Iteration 163Q: 3 clusters Score -1.177943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -11779430.000000 Penalty: 5630.011719
	Iteration 164Q: 3 clusters Score -1.177943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -11779429.000000 Penalty: 5630.011719
	Iteration 165Q: 3 clusters Score -1.177943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -11779424.000000 Penalty: 5630.011719
	Iteration 166Q: 3 clusters Score -1.177942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83564 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11779420.000000 Penalty: 5630.011719
	Iteration 167Q: 3 clusters Score -1.177942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83565 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -11779428.000000 Penalty: 5630.011719
	Iteration 168Q: 3 clusters Score -1.177943e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83569 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -11779437.000000 Penalty: 5630.011719
	Iteration 169Q: 3 clusters Score -1.177944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83576 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -11779438.000000 Penalty: 5630.011719
	Iteration 170Q: 3 clusters Score -1.177944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83581 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11779430.000000 Penalty: 5630.011719
	Iteration 171Q: 3 clusters Score -1.177943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -11779442.000000 Penalty: 5630.011719
	Iteration 172Q: 3 clusters Score -1.177944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83582 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -11779430.000000 Penalty: 5630.011719
	Iteration 173Q: 3 clusters Score -1.177943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83583 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -11779434.000000 Penalty: 5630.011719
	Iteration 174Q: 3 clusters Score -1.177943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -11779433.000000 Penalty: 5630.011719
	Iteration 175Q: 3 clusters Score -1.177943e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -11779434.000000 Penalty: 5630.011719
	Iteration 176Q: 3 clusters Score -1.177943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83587 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -11779428.000000 Penalty: 5630.011719
	Iteration 177Q: 3 clusters Score -1.177943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83591 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11779425.000000 Penalty: 5630.011719
	Iteration 178Q: 3 clusters Score -1.177942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83594 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -11779430.000000 Penalty: 5630.011719
	Iteration 179Q: 3 clusters Score -1.177943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83600 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11779435.000000 Penalty: 5630.011719
	Iteration 180F: 3 clusters Score -1.177944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83604 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11779438.000000 Penalty: 5630.011719
	Iteration 181Q: 3 clusters Score -1.177944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83607 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -11779438.000000 Penalty: 5630.011719
	Iteration 182Q: 3 clusters Score -1.177944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83610 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -11779428.000000 Penalty: 5630.011719
	Iteration 183Q: 3 clusters Score -1.177943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83615 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -11779442.000000 Penalty: 5630.011719
	Iteration 184Q: 3 clusters Score -1.177944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83618 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -11779441.000000 Penalty: 5630.011719
	Iteration 185Q: 3 clusters Score -1.177944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83623 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -11779431.000000 Penalty: 5630.011719
	Iteration 186Q: 3 clusters Score -1.177943e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83627 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11779436.000000 Penalty: 5630.011719
	Iteration 187Q: 3 clusters Score -1.177944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83632 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -11779438.000000 Penalty: 5630.011719
	Iteration 188Q: 3 clusters Score -1.177944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83637 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -11779431.000000 Penalty: 5630.011719
	Iteration 189Q: 3 clusters Score -1.177943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -11779437.000000 Penalty: 5630.011719
	Iteration 190Q: 3 clusters Score -1.177944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83646 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -11779444.000000 Penalty: 5630.011719
	Iteration 191Q: 3 clusters Score -1.177944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83648 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -11779444.000000 Penalty: 5630.011719
	Iteration 192Q: 3 clusters Score -1.177944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11779440.000000 Penalty: 5630.011719
	Iteration 193Q: 3 clusters Score -1.177944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83650 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -11779440.000000 Penalty: 5630.011719
	Iteration 194F: 3 clusters Score -1.177944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Entering Unmasked Estep 
Score: -3975383.250000 Penalty: 2552.056641
	Iteration 0F: 2 clusters Score -3975383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -3955249.750000 Penalty: 5104.113281
	Iteration 0F: 3 clusters Score -3955250 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -3962414.750000 Penalty: 5104.113281
	Iteration 1F: 3 clusters Score -3962415 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3963070.000000 Penalty: 5104.113281
	Iteration 2F: 3 clusters Score -3963070 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3963799.250000 Penalty: 5104.113281
	Iteration 3F: 3 clusters Score -3963799 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -3964618.250000 Penalty: 5104.113281
	Iteration 4F: 3 clusters Score -3964618 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3965549.750000 Penalty: 5104.113281
	Iteration 5F: 3 clusters Score -3965550 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -3966569.500000 Penalty: 5104.113281
	Iteration 6F: 3 clusters Score -3966570 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -3967540.500000 Penalty: 5104.113281
	Iteration 7F: 3 clusters Score -3967540 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -3968295.000000 Penalty: 5104.113281
	Iteration 8F: 3 clusters Score -3968295 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3968867.250000 Penalty: 5104.113281
	Iteration 9Q: 3 clusters Score -3968867 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3969338.750000 Penalty: 5104.113281
	Iteration 10Q: 3 clusters Score -3969339 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -3969734.500000 Penalty: 5104.113281
	Iteration 11Q: 3 clusters Score -3969734 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -3970104.000000 Penalty: 5104.113281
	Iteration 12Q: 3 clusters Score -3970104 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -3970473.000000 Penalty: 5104.113281
	Iteration 13Q: 3 clusters Score -3970473 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3970858.500000 Penalty: 5104.113281
	Iteration 14Q: 3 clusters Score -3970858 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3971234.750000 Penalty: 5104.113281
	Iteration 15Q: 3 clusters Score -3971235 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
Score: -3971604.750000 Penalty: 5104.113281
	Iteration 16Q: 3 clusters Score -3971605 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -3971954.500000 Penalty: 5104.113281
	Iteration 17Q: 3 clusters Score -3971954 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -3972253.500000 Penalty: 5104.113281
	Iteration 18Q: 3 clusters Score -3972254 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3972498.000000 Penalty: 5104.113281
	Iteration 19Q: 3 clusters Score -3972498 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3972667.500000 Penalty: 5104.113281
	Iteration 20F: 3 clusters Score -3972668 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 28096 members 
Entering Unmasked Estep 
Score: -3972814.750000 Penalty: 5104.113281
	Iteration 21Q: 3 clusters Score -3972815 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3972940.500000 Penalty: 5104.113281
	Iteration 22Q: 3 clusters Score -3972940 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -3973029.750000 Penalty: 5104.113281
	Iteration 23Q: 3 clusters Score -3973030 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -3973101.250000 Penalty: 5104.113281
	Iteration 24Q: 3 clusters Score -3973101 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -3973133.250000 Penalty: 5104.113281
	Iteration 25Q: 3 clusters Score -3973133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -3973158.000000 Penalty: 5104.113281
	Iteration 26Q: 3 clusters Score -3973158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -3973178.750000 Penalty: 5104.113281
	Iteration 27Q: 3 clusters Score -3973179 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -3973199.500000 Penalty: 5104.113281
	Iteration 28Q: 3 clusters Score -3973200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 28614 members 
Entering Unmasked Estep 
Score: -3973220.750000 Penalty: 5104.113281
	Iteration 29Q: 3 clusters Score -3973221 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -3973237.250000 Penalty: 5104.113281
	Iteration 30Q: 3 clusters Score -3973237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3973241.000000 Penalty: 5104.113281
	Iteration 31Q: 3 clusters Score -3973241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
Score: -3973256.500000 Penalty: 5104.113281
	Iteration 32Q: 3 clusters Score -3973256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3973264.500000 Penalty: 5104.113281
	Iteration 33Q: 3 clusters Score -3973264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -3973273.750000 Penalty: 5104.113281
	Iteration 34Q: 3 clusters Score -3973274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -3973276.000000 Penalty: 5104.113281
	Iteration 35Q: 3 clusters Score -3973276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -3973283.750000 Penalty: 5104.113281
	Iteration 36Q: 3 clusters Score -3973284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3973286.750000 Penalty: 5104.113281
	Iteration 37Q: 3 clusters Score -3973287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -3973291.500000 Penalty: 5104.113281
	Iteration 38Q: 3 clusters Score -3973292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -3973291.500000 Penalty: 5104.113281
	Iteration 39Q: 3 clusters Score -3973292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -3973294.500000 Penalty: 5104.113281
	Iteration 40F: 3 clusters Score -3973294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3973297.750000 Penalty: 5104.113281
	Iteration 41Q: 3 clusters Score -3973298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3973296.750000 Penalty: 5104.113281
	Iteration 42Q: 3 clusters Score -3973297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -3973296.750000 Penalty: 5104.113281
	Iteration 43F: 3 clusters Score -3973297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (276463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276463 members 
Entering Unmasked Estep 
Score: -38603988.000000 Penalty: 3107.398193
	Iteration 0F: 2 clusters Score -3.860399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138173 members 
Mstep: Class 2 contains 138290 members 
Entering Unmasked Estep 
Score: -38451012.000000 Penalty: 6214.796387
	Iteration 0F: 3 clusters Score -3.845101e+07 nChanged 133744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138001 members 
Mstep: Class 2 contains 138462 members 
Entering Unmasked Estep 
Score: -38530248.000000 Penalty: 6214.796387
	Iteration 1F: 3 clusters Score -3.853025e+07 nChanged 7236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137743 members 
Mstep: Class 2 contains 138720 members 
Entering Unmasked Estep 
Score: -38531848.000000 Penalty: 6214.796387
	Iteration 2Q: 3 clusters Score -3.853185e+07 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137268 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -38533940.000000 Penalty: 6214.796387
	Iteration 3Q: 3 clusters Score -3.853394e+07 nChanged 9038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136512 members 
Mstep: Class 2 contains 139951 members 
Entering Unmasked Estep 
Score: -38536504.000000 Penalty: 6214.796387
	Iteration 4Q: 3 clusters Score -3.85365e+07 nChanged 10444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135372 members 
Mstep: Class 2 contains 141091 members 
Entering Unmasked Estep 
Score: -38539668.000000 Penalty: 6214.796387
	Iteration 5Q: 3 clusters Score -3.853967e+07 nChanged 12188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133844 members 
Mstep: Class 2 contains 142619 members 
Entering Unmasked Estep 
Score: -38544732.000000 Penalty: 6214.796387
	Iteration 6Q: 3 clusters Score -3.854473e+07 nChanged 13894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132316 members 
Mstep: Class 2 contains 144147 members 
Entering Unmasked Estep 
Score: -38550864.000000 Penalty: 6214.796387
	Iteration 7F: 3 clusters Score -3.855086e+07 nChanged 14696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131276 members 
Mstep: Class 2 contains 145187 members 
Entering Unmasked Estep 
Score: -38558220.000000 Penalty: 6214.796387
	Iteration 8F: 3 clusters Score -3.855822e+07 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130759 members 
Mstep: Class 2 contains 145704 members 
Entering Unmasked Estep 
Score: -38564816.000000 Penalty: 6214.796387
	Iteration 9F: 3 clusters Score -3.856482e+07 nChanged 13304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130937 members 
Mstep: Class 2 contains 145526 members 
Entering Unmasked Estep 
Score: -38571092.000000 Penalty: 6214.796387
	Iteration 10Q: 3 clusters Score -3.857109e+07 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131582 members 
Mstep: Class 2 contains 144881 members 
Entering Unmasked Estep 
Score: -38575940.000000 Penalty: 6214.796387
	Iteration 11Q: 3 clusters Score -3.857594e+07 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132226 members 
Mstep: Class 2 contains 144237 members 
Entering Unmasked Estep 
Score: -38580248.000000 Penalty: 6214.796387
	Iteration 12Q: 3 clusters Score -3.858025e+07 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132923 members 
Mstep: Class 2 contains 143540 members 
Entering Unmasked Estep 
Score: -38583420.000000 Penalty: 6214.796387
	Iteration 13Q: 3 clusters Score -3.858342e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133412 members 
Mstep: Class 2 contains 143051 members 
Entering Unmasked Estep 
Score: -38585020.000000 Penalty: 6214.796387
	Iteration 14Q: 3 clusters Score -3.858502e+07 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133810 members 
Mstep: Class 2 contains 142653 members 
Entering Unmasked Estep 
Score: -38585872.000000 Penalty: 6214.796387
	Iteration 15Q: 3 clusters Score -3.858587e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134176 members 
Mstep: Class 2 contains 142287 members 
Entering Unmasked Estep 
Score: -38586456.000000 Penalty: 6214.796387
	Iteration 16Q: 3 clusters Score -3.858646e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134547 members 
Mstep: Class 2 contains 141916 members 
Entering Unmasked Estep 
Score: -38586776.000000 Penalty: 6214.796387
	Iteration 17Q: 3 clusters Score -3.858678e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134937 members 
Mstep: Class 2 contains 141526 members 
Entering Unmasked Estep 
Score: -38586952.000000 Penalty: 6214.796387
	Iteration 18Q: 3 clusters Score -3.858695e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135381 members 
Mstep: Class 2 contains 141082 members 
Entering Unmasked Estep 
Score: -38587040.000000 Penalty: 6214.796387
	Iteration 19Q: 3 clusters Score -3.858704e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135832 members 
Mstep: Class 2 contains 140631 members 
Entering Unmasked Estep 
Score: -38586952.000000 Penalty: 6214.796387
	Iteration 20F: 3 clusters Score -3.858695e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136246 members 
Mstep: Class 2 contains 140217 members 
Entering Unmasked Estep 
Score: -38586936.000000 Penalty: 6214.796387
	Iteration 21Q: 3 clusters Score -3.858694e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136714 members 
Mstep: Class 2 contains 139749 members 
Entering Unmasked Estep 
Score: -38586984.000000 Penalty: 6214.796387
	Iteration 22Q: 3 clusters Score -3.858698e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137238 members 
Mstep: Class 2 contains 139225 members 
Entering Unmasked Estep 
Score: -38587168.000000 Penalty: 6214.796387
	Iteration 23Q: 3 clusters Score -3.858717e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137717 members 
Mstep: Class 2 contains 138746 members 
Entering Unmasked Estep 
Score: -38587280.000000 Penalty: 6214.796387
	Iteration 24Q: 3 clusters Score -3.858728e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138244 members 
Mstep: Class 2 contains 138219 members 
Entering Unmasked Estep 
Score: -38587372.000000 Penalty: 6214.796387
	Iteration 25Q: 3 clusters Score -3.858737e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138796 members 
Mstep: Class 2 contains 137667 members 
Entering Unmasked Estep 
Score: -38587368.000000 Penalty: 6214.796387
	Iteration 26Q: 3 clusters Score -3.858737e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139309 members 
Mstep: Class 2 contains 137154 members 
Entering Unmasked Estep 
Score: -38587464.000000 Penalty: 6214.796387
	Iteration 27Q: 3 clusters Score -3.858746e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139866 members 
Mstep: Class 2 contains 136597 members 
Entering Unmasked Estep 
Score: -38587564.000000 Penalty: 6214.796387
	Iteration 28Q: 3 clusters Score -3.858756e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140519 members 
Mstep: Class 2 contains 135944 members 
Entering Unmasked Estep 
Score: -38587668.000000 Penalty: 6214.796387
	Iteration 29Q: 3 clusters Score -3.858767e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141171 members 
Mstep: Class 2 contains 135292 members 
Entering Unmasked Estep 
Score: -38587732.000000 Penalty: 6214.796387
	Iteration 30Q: 3 clusters Score -3.858773e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141911 members 
Mstep: Class 2 contains 134552 members 
Entering Unmasked Estep 
Score: -38587740.000000 Penalty: 6214.796387
	Iteration 31Q: 3 clusters Score -3.858774e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142709 members 
Mstep: Class 2 contains 133754 members 
Entering Unmasked Estep 
Score: -38587756.000000 Penalty: 6214.796387
	Iteration 32Q: 3 clusters Score -3.858776e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143579 members 
Mstep: Class 2 contains 132884 members 
Entering Unmasked Estep 
Score: -38587940.000000 Penalty: 6214.796387
	Iteration 33Q: 3 clusters Score -3.858794e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144446 members 
Mstep: Class 2 contains 132017 members 
Entering Unmasked Estep 
Score: -38587968.000000 Penalty: 6214.796387
	Iteration 34Q: 3 clusters Score -3.858797e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145266 members 
Mstep: Class 2 contains 131197 members 
Entering Unmasked Estep 
Score: -38588192.000000 Penalty: 6214.796387
	Iteration 35Q: 3 clusters Score -3.858819e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146099 members 
Mstep: Class 2 contains 130364 members 
Entering Unmasked Estep 
Score: -38588264.000000 Penalty: 6214.796387
	Iteration 36Q: 3 clusters Score -3.858826e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147003 members 
Mstep: Class 2 contains 129460 members 
Entering Unmasked Estep 
Score: -38588388.000000 Penalty: 6214.796387
	Iteration 37Q: 3 clusters Score -3.858839e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147894 members 
Mstep: Class 2 contains 128569 members 
Entering Unmasked Estep 
Score: -38588568.000000 Penalty: 6214.796387
	Iteration 38Q: 3 clusters Score -3.858857e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148718 members 
Mstep: Class 2 contains 127745 members 
Entering Unmasked Estep 
Score: -38588744.000000 Penalty: 6214.796387
	Iteration 39Q: 3 clusters Score -3.858874e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149597 members 
Mstep: Class 2 contains 126866 members 
Entering Unmasked Estep 
Score: -38588644.000000 Penalty: 6214.796387
	Iteration 40F: 3 clusters Score -3.858864e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150429 members 
Mstep: Class 2 contains 126034 members 
Entering Unmasked Estep 
Score: -38588732.000000 Penalty: 6214.796387
	Iteration 41Q: 3 clusters Score -3.858873e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151377 members 
Mstep: Class 2 contains 125086 members 
Entering Unmasked Estep 
Score: -38588680.000000 Penalty: 6214.796387
	Iteration 42Q: 3 clusters Score -3.858868e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152359 members 
Mstep: Class 2 contains 124104 members 
Entering Unmasked Estep 
Score: -38588960.000000 Penalty: 6214.796387
	Iteration 43Q: 3 clusters Score -3.858896e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153374 members 
Mstep: Class 2 contains 123089 members 
Entering Unmasked Estep 
Score: -38588984.000000 Penalty: 6214.796387
	Iteration 44Q: 3 clusters Score -3.858898e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154516 members 
Mstep: Class 2 contains 121947 members 
Entering Unmasked Estep 
Score: -38589072.000000 Penalty: 6214.796387
	Iteration 45Q: 3 clusters Score -3.858907e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155637 members 
Mstep: Class 2 contains 120826 members 
Entering Unmasked Estep 
Score: -38589068.000000 Penalty: 6214.796387
	Iteration 46Q: 3 clusters Score -3.858907e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156745 members 
Mstep: Class 2 contains 119718 members 
Entering Unmasked Estep 
Score: -38589112.000000 Penalty: 6214.796387
	Iteration 47Q: 3 clusters Score -3.858911e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157896 members 
Mstep: Class 2 contains 118567 members 
Entering Unmasked Estep 
Score: -38589296.000000 Penalty: 6214.796387
	Iteration 48Q: 3 clusters Score -3.85893e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159046 members 
Mstep: Class 2 contains 117417 members 
Entering Unmasked Estep 
Score: -38589416.000000 Penalty: 6214.796387
	Iteration 49Q: 3 clusters Score -3.858942e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160133 members 
Mstep: Class 2 contains 116330 members 
Entering Unmasked Estep 
Score: -38589504.000000 Penalty: 6214.796387
	Iteration 50Q: 3 clusters Score -3.85895e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161266 members 
Mstep: Class 2 contains 115197 members 
Entering Unmasked Estep 
Score: -38589704.000000 Penalty: 6214.796387
	Iteration 51Q: 3 clusters Score -3.85897e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 113994 members 
Entering Unmasked Estep 
Score: -38589856.000000 Penalty: 6214.796387
	Iteration 52Q: 3 clusters Score -3.858986e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163726 members 
Mstep: Class 2 contains 112737 members 
Entering Unmasked Estep 
Score: -38589984.000000 Penalty: 6214.796387
	Iteration 53Q: 3 clusters Score -3.858998e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165108 members 
Mstep: Class 2 contains 111355 members 
Entering Unmasked Estep 
Score: -38590128.000000 Penalty: 6214.796387
	Iteration 54Q: 3 clusters Score -3.859013e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166512 members 
Mstep: Class 2 contains 109951 members 
Entering Unmasked Estep 
Score: -38590424.000000 Penalty: 6214.796387
	Iteration 55Q: 3 clusters Score -3.859042e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167892 members 
Mstep: Class 2 contains 108571 members 
Entering Unmasked Estep 
Score: -38590536.000000 Penalty: 6214.796387
	Iteration 56Q: 3 clusters Score -3.859054e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169360 members 
Mstep: Class 2 contains 107103 members 
Entering Unmasked Estep 
Score: -38590656.000000 Penalty: 6214.796387
	Iteration 57Q: 3 clusters Score -3.859066e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170827 members 
Mstep: Class 2 contains 105636 members 
Entering Unmasked Estep 
Score: -38590740.000000 Penalty: 6214.796387
	Iteration 58Q: 3 clusters Score -3.859074e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172327 members 
Mstep: Class 2 contains 104136 members 
Entering Unmasked Estep 
Score: -38590888.000000 Penalty: 6214.796387
	Iteration 59Q: 3 clusters Score -3.859089e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173874 members 
Mstep: Class 2 contains 102589 members 
Entering Unmasked Estep 
Score: -38591040.000000 Penalty: 6214.796387
	Iteration 60F: 3 clusters Score -3.859104e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175486 members 
Mstep: Class 2 contains 100977 members 
Entering Unmasked Estep 
Score: -38591064.000000 Penalty: 6214.796387
	Iteration 61Q: 3 clusters Score -3.859106e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177172 members 
Mstep: Class 2 contains 99291 members 
Entering Unmasked Estep 
Score: -38591216.000000 Penalty: 6214.796387
	Iteration 62Q: 3 clusters Score -3.859122e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178930 members 
Mstep: Class 2 contains 97533 members 
Entering Unmasked Estep 
Score: -38591504.000000 Penalty: 6214.796387
	Iteration 63Q: 3 clusters Score -3.85915e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180813 members 
Mstep: Class 2 contains 95650 members 
Entering Unmasked Estep 
Score: -38591788.000000 Penalty: 6214.796387
	Iteration 64Q: 3 clusters Score -3.859179e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182745 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -38592020.000000 Penalty: 6214.796387
	Iteration 65Q: 3 clusters Score -3.859202e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184674 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -38592384.000000 Penalty: 6214.796387
	Iteration 66Q: 3 clusters Score -3.859238e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186640 members 
Mstep: Class 2 contains 89823 members 
Entering Unmasked Estep 
Score: -38592496.000000 Penalty: 6214.796387
	Iteration 67Q: 3 clusters Score -3.85925e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188705 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -38592932.000000 Penalty: 6214.796387
	Iteration 68Q: 3 clusters Score -3.859293e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190954 members 
Mstep: Class 2 contains 85509 members 
Entering Unmasked Estep 
Score: -38593224.000000 Penalty: 6214.796387
	Iteration 69Q: 3 clusters Score -3.859322e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193296 members 
Mstep: Class 2 contains 83167 members 
Entering Unmasked Estep 
Score: -38593480.000000 Penalty: 6214.796387
	Iteration 70Q: 3 clusters Score -3.859348e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195731 members 
Mstep: Class 2 contains 80732 members 
Entering Unmasked Estep 
Score: -38594016.000000 Penalty: 6214.796387
	Iteration 71Q: 3 clusters Score -3.859402e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198229 members 
Mstep: Class 2 contains 78234 members 
Entering Unmasked Estep 
Score: -38594404.000000 Penalty: 6214.796387
	Iteration 72Q: 3 clusters Score -3.85944e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200700 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -38594868.000000 Penalty: 6214.796387
	Iteration 73Q: 3 clusters Score -3.859487e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203286 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -38595136.000000 Penalty: 6214.796387
	Iteration 74Q: 3 clusters Score -3.859514e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205928 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -38595608.000000 Penalty: 6214.796387
	Iteration 75Q: 3 clusters Score -3.859561e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208582 members 
Mstep: Class 2 contains 67881 members 
Entering Unmasked Estep 
Score: -38596144.000000 Penalty: 6214.796387
	Iteration 76Q: 3 clusters Score -3.859614e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211276 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -38596792.000000 Penalty: 6214.796387
	Iteration 77Q: 3 clusters Score -3.859679e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214118 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -38597604.000000 Penalty: 6214.796387
	Iteration 78Q: 3 clusters Score -3.85976e+07 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217063 members 
Mstep: Class 2 contains 59400 members 
Entering Unmasked Estep 
Score: -38598264.000000 Penalty: 6214.796387
	Iteration 79Q: 3 clusters Score -3.859826e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220065 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -38598856.000000 Penalty: 6214.796387
	Iteration 80F: 3 clusters Score -3.859886e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223181 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -38599848.000000 Penalty: 6214.796387
	Iteration 81Q: 3 clusters Score -3.859985e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226239 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -38600624.000000 Penalty: 6214.796387
	Iteration 82Q: 3 clusters Score -3.860062e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229374 members 
Mstep: Class 2 contains 47089 members 
Entering Unmasked Estep 
Score: -38601540.000000 Penalty: 6214.796387
	Iteration 83Q: 3 clusters Score -3.860154e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232347 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -38601892.000000 Penalty: 6214.796387
	Iteration 84Q: 3 clusters Score -3.860189e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235162 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -38602256.000000 Penalty: 6214.796387
	Iteration 85Q: 3 clusters Score -3.860226e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237851 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -38602956.000000 Penalty: 6214.796387
	Iteration 86Q: 3 clusters Score -3.860296e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240585 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -38603892.000000 Penalty: 6214.796387
	Iteration 87Q: 3 clusters Score -3.860389e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243294 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -38604244.000000 Penalty: 6214.796387
	Iteration 88Q: 3 clusters Score -3.860424e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245981 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -38604500.000000 Penalty: 6214.796387
	Iteration 89Q: 3 clusters Score -3.86045e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248702 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -38604388.000000 Penalty: 6214.796387
	Iteration 90Q: 3 clusters Score -3.860439e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251361 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -38604280.000000 Penalty: 6214.796387
	Iteration 91Q: 3 clusters Score -3.860428e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253929 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -38603844.000000 Penalty: 6214.796387
	Iteration 92Q: 3 clusters Score -3.860384e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256364 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -38603308.000000 Penalty: 6214.796387
	Iteration 93Q: 3 clusters Score -3.860331e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258662 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -38603404.000000 Penalty: 6214.796387
	Iteration 94Q: 3 clusters Score -3.86034e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260844 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -38603488.000000 Penalty: 6214.796387
	Iteration 95Q: 3 clusters Score -3.860349e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262941 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -38603384.000000 Penalty: 6214.796387
	Iteration 96Q: 3 clusters Score -3.860338e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264914 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -38603132.000000 Penalty: 6214.796387
	Iteration 97Q: 3 clusters Score -3.860313e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266683 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -38602732.000000 Penalty: 6214.796387
	Iteration 98Q: 3 clusters Score -3.860273e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268277 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -38602364.000000 Penalty: 6214.796387
	Iteration 99Q: 3 clusters Score -3.860236e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269726 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -38602420.000000 Penalty: 6214.796387
	Iteration 100F: 3 clusters Score -3.860242e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270952 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -38602520.000000 Penalty: 6214.796387
	Iteration 101Q: 3 clusters Score -3.860252e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271962 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -38602532.000000 Penalty: 6214.796387
	Iteration 102Q: 3 clusters Score -3.860253e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272754 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -38602480.000000 Penalty: 6214.796387
	Iteration 103Q: 3 clusters Score -3.860248e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273349 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -38602328.000000 Penalty: 6214.796387
	Iteration 104Q: 3 clusters Score -3.860233e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273816 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -38602324.000000 Penalty: 6214.796387
	Iteration 105Q: 3 clusters Score -3.860232e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274178 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -38602424.000000 Penalty: 6214.796387
	Iteration 106Q: 3 clusters Score -3.860242e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274409 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -38602260.000000 Penalty: 6214.796387
	Iteration 107Q: 3 clusters Score -3.860226e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274608 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -38602204.000000 Penalty: 6214.796387
	Iteration 108Q: 3 clusters Score -3.86022e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274757 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -38602116.000000 Penalty: 6214.796387
	Iteration 109Q: 3 clusters Score -3.860212e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274870 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -38602148.000000 Penalty: 6214.796387
	Iteration 110Q: 3 clusters Score -3.860215e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274955 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -38602184.000000 Penalty: 6214.796387
	Iteration 111Q: 3 clusters Score -3.860218e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275008 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -38602168.000000 Penalty: 6214.796387
	Iteration 112Q: 3 clusters Score -3.860217e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275056 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -38602144.000000 Penalty: 6214.796387
	Iteration 113Q: 3 clusters Score -3.860214e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275088 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -38602136.000000 Penalty: 6214.796387
	Iteration 114Q: 3 clusters Score -3.860214e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275114 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -38602152.000000 Penalty: 6214.796387
	Iteration 115Q: 3 clusters Score -3.860215e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275144 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -38602168.000000 Penalty: 6214.796387
	Iteration 116Q: 3 clusters Score -3.860217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275159 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -38602140.000000 Penalty: 6214.796387
	Iteration 117Q: 3 clusters Score -3.860214e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275179 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -38602132.000000 Penalty: 6214.796387
	Iteration 118Q: 3 clusters Score -3.860213e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275205 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -38602172.000000 Penalty: 6214.796387
	Iteration 119Q: 3 clusters Score -3.860217e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275222 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -38602180.000000 Penalty: 6214.796387
	Iteration 120F: 3 clusters Score -3.860218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275233 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -38602172.000000 Penalty: 6214.796387
	Iteration 121Q: 3 clusters Score -3.860217e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275246 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -38602160.000000 Penalty: 6214.796387
	Iteration 122Q: 3 clusters Score -3.860216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275253 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -38602192.000000 Penalty: 6214.796387
	Iteration 123Q: 3 clusters Score -3.860219e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275261 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -38602180.000000 Penalty: 6214.796387
	Iteration 124Q: 3 clusters Score -3.860218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275275 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -38602196.000000 Penalty: 6214.796387
	Iteration 125Q: 3 clusters Score -3.86022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275277 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -38602164.000000 Penalty: 6214.796387
	Iteration 126Q: 3 clusters Score -3.860216e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275281 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -38602152.000000 Penalty: 6214.796387
	Iteration 127Q: 3 clusters Score -3.860215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275284 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -38602156.000000 Penalty: 6214.796387
	Iteration 128Q: 3 clusters Score -3.860216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275287 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -38602160.000000 Penalty: 6214.796387
	Iteration 129Q: 3 clusters Score -3.860216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275289 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -38602160.000000 Penalty: 6214.796387
	Iteration 130Q: 3 clusters Score -3.860216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275290 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -38602172.000000 Penalty: 6214.796387
	Iteration 131Q: 3 clusters Score -3.860217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275293 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -38602152.000000 Penalty: 6214.796387
	Iteration 132Q: 3 clusters Score -3.860215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275297 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -38602192.000000 Penalty: 6214.796387
	Iteration 133Q: 3 clusters Score -3.860219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275299 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -38602172.000000 Penalty: 6214.796387
	Iteration 134Q: 3 clusters Score -3.860217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275300 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -38602176.000000 Penalty: 6214.796387
	Iteration 135Q: 3 clusters Score -3.860218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275299 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -38602164.000000 Penalty: 6214.796387
	Iteration 136Q: 3 clusters Score -3.860216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275299 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -38602136.000000 Penalty: 6214.796387
	Iteration 137Q: 3 clusters Score -3.860214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275299 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -38602136.000000 Penalty: 6214.796387
	Iteration 138F: 3 clusters Score -3.860214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -153698.156250 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -153698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -151647.750000 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -151647.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -151954.156250 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -151954.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -152039.640625 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -152039.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -152097.593750 Penalty: 3488.619141
	Iteration 3Q: 3 clusters Score -152097.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -152132.765625 Penalty: 3488.619141
	Iteration 4Q: 3 clusters Score -152132.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -152156.953125 Penalty: 3488.619141
	Iteration 5Q: 3 clusters Score -152157 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -152179.890625 Penalty: 3488.619141
	Iteration 6Q: 3 clusters Score -152179.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -152191.968750 Penalty: 3488.619141
	Iteration 7Q: 3 clusters Score -152192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -152199.812500 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -152199.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -152208.796875 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -152208.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -152214.671875 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -152214.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -152217.125000 Penalty: 3488.619141
	Iteration 11Q: 3 clusters Score -152217.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -152218.703125 Penalty: 3488.619141
	Iteration 12Q: 3 clusters Score -152218.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -152220.546875 Penalty: 3488.619141
	Iteration 13Q: 3 clusters Score -152220.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -152222.437500 Penalty: 3488.619141
	Iteration 14Q: 3 clusters Score -152222.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -152223.140625 Penalty: 3488.619141
	Iteration 15Q: 3 clusters Score -152223.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -152223.453125 Penalty: 3488.619141
	Iteration 16Q: 3 clusters Score -152223.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -152223.453125 Penalty: 3488.619141
	Iteration 17F: 3 clusters Score -152223.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (23996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Entering Unmasked Estep 
Score: -3177276.250000 Penalty: 2501.239502
	Iteration 0F: 2 clusters Score -3177276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -3160527.500000 Penalty: 5002.479004
	Iteration 0F: 3 clusters Score -3160528 nChanged 10643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3166362.500000 Penalty: 5002.479004
	Iteration 1F: 3 clusters Score -3166362 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3166842.000000 Penalty: 5002.479004
	Iteration 2F: 3 clusters Score -3166842 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3167302.000000 Penalty: 5002.479004
	Iteration 3Q: 3 clusters Score -3167302 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3167736.750000 Penalty: 5002.479004
	Iteration 4Q: 3 clusters Score -3167737 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3168146.250000 Penalty: 5002.479004
	Iteration 5Q: 3 clusters Score -3168146 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -3168522.000000 Penalty: 5002.479004
	Iteration 6Q: 3 clusters Score -3168522 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -3168876.750000 Penalty: 5002.479004
	Iteration 7Q: 3 clusters Score -3168877 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -3169246.500000 Penalty: 5002.479004
	Iteration 8Q: 3 clusters Score -3169246 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -3169676.250000 Penalty: 5002.479004
	Iteration 9Q: 3 clusters Score -3169676 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -3170107.500000 Penalty: 5002.479004
	Iteration 10Q: 3 clusters Score -3170108 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -3170605.000000 Penalty: 5002.479004
	Iteration 11Q: 3 clusters Score -3170605 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3171165.250000 Penalty: 5002.479004
	Iteration 12Q: 3 clusters Score -3171165 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3171703.250000 Penalty: 5002.479004
	Iteration 13Q: 3 clusters Score -3171703 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -3172178.250000 Penalty: 5002.479004
	Iteration 14Q: 3 clusters Score -3172178 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -3172487.500000 Penalty: 5002.479004
	Iteration 15Q: 3 clusters Score -3172488 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -3172674.000000 Penalty: 5002.479004
	Iteration 16Q: 3 clusters Score -3172674 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -3172805.500000 Penalty: 5002.479004
	Iteration 17Q: 3 clusters Score -3172806 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -3172905.500000 Penalty: 5002.479004
	Iteration 18Q: 3 clusters Score -3172906 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3173005.750000 Penalty: 5002.479004
	Iteration 19Q: 3 clusters Score -3173006 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -3173086.500000 Penalty: 5002.479004
	Iteration 20F: 3 clusters Score -3173086 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3173176.750000 Penalty: 5002.479004
	Iteration 21Q: 3 clusters Score -3173177 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3173282.250000 Penalty: 5002.479004
	Iteration 22Q: 3 clusters Score -3173282 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -3173376.500000 Penalty: 5002.479004
	Iteration 23Q: 3 clusters Score -3173376 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -3173484.250000 Penalty: 5002.479004
	Iteration 24Q: 3 clusters Score -3173484 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -3173573.500000 Penalty: 5002.479004
	Iteration 25Q: 3 clusters Score -3173574 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3173683.750000 Penalty: 5002.479004
	Iteration 26Q: 3 clusters Score -3173684 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -3173804.000000 Penalty: 5002.479004
	Iteration 27Q: 3 clusters Score -3173804 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -3173945.000000 Penalty: 5002.479004
	Iteration 28Q: 3 clusters Score -3173945 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -3174061.750000 Penalty: 5002.479004
	Iteration 29Q: 3 clusters Score -3174062 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -3174162.000000 Penalty: 5002.479004
	Iteration 30Q: 3 clusters Score -3174162 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3174265.250000 Penalty: 5002.479004
	Iteration 31Q: 3 clusters Score -3174265 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -3174334.500000 Penalty: 5002.479004
	Iteration 32Q: 3 clusters Score -3174334 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -3174418.000000 Penalty: 5002.479004
	Iteration 33Q: 3 clusters Score -3174418 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3174502.250000 Penalty: 5002.479004
	Iteration 34Q: 3 clusters Score -3174502 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -3174569.000000 Penalty: 5002.479004
	Iteration 35Q: 3 clusters Score -3174569 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -3174626.750000 Penalty: 5002.479004
	Iteration 36Q: 3 clusters Score -3174627 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -3174689.500000 Penalty: 5002.479004
	Iteration 37Q: 3 clusters Score -3174690 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3174742.000000 Penalty: 5002.479004
	Iteration 38Q: 3 clusters Score -3174742 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -3174796.750000 Penalty: 5002.479004
	Iteration 39Q: 3 clusters Score -3174797 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -3174859.000000 Penalty: 5002.479004
	Iteration 40F: 3 clusters Score -3174859 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -3174910.250000 Penalty: 5002.479004
	Iteration 41Q: 3 clusters Score -3174910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -3174958.000000 Penalty: 5002.479004
	Iteration 42Q: 3 clusters Score -3174958 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -3175000.000000 Penalty: 5002.479004
	Iteration 43Q: 3 clusters Score -3175000 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -3175031.250000 Penalty: 5002.479004
	Iteration 44Q: 3 clusters Score -3175031 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -3175063.500000 Penalty: 5002.479004
	Iteration 45Q: 3 clusters Score -3175064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -3175096.750000 Penalty: 5002.479004
	Iteration 46Q: 3 clusters Score -3175097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3175113.500000 Penalty: 5002.479004
	Iteration 47Q: 3 clusters Score -3175114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -3175137.000000 Penalty: 5002.479004
	Iteration 48Q: 3 clusters Score -3175137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3175152.500000 Penalty: 5002.479004
	Iteration 49Q: 3 clusters Score -3175152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3175163.500000 Penalty: 5002.479004
	Iteration 50Q: 3 clusters Score -3175164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -3175169.000000 Penalty: 5002.479004
	Iteration 51Q: 3 clusters Score -3175169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -3175175.250000 Penalty: 5002.479004
	Iteration 52Q: 3 clusters Score -3175175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3175189.500000 Penalty: 5002.479004
	Iteration 53Q: 3 clusters Score -3175190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3175192.250000 Penalty: 5002.479004
	Iteration 54Q: 3 clusters Score -3175192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3175200.000000 Penalty: 5002.479004
	Iteration 55Q: 3 clusters Score -3175200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3175204.750000 Penalty: 5002.479004
	Iteration 56Q: 3 clusters Score -3175205 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3175209.250000 Penalty: 5002.479004
	Iteration 57Q: 3 clusters Score -3175209 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -3175215.000000 Penalty: 5002.479004
	Iteration 58Q: 3 clusters Score -3175215 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -3175225.750000 Penalty: 5002.479004
	Iteration 59Q: 3 clusters Score -3175226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -3175241.000000 Penalty: 5002.479004
	Iteration 60F: 3 clusters Score -3175241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -3175242.500000 Penalty: 5002.479004
	Iteration 61Q: 3 clusters Score -3175242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3175249.000000 Penalty: 5002.479004
	Iteration 62Q: 3 clusters Score -3175249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3175249.000000 Penalty: 5002.479004
	Iteration 63Q: 3 clusters Score -3175249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3175250.750000 Penalty: 5002.479004
	Iteration 64Q: 3 clusters Score -3175251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3175250.750000 Penalty: 5002.479004
	Iteration 65F: 3 clusters Score -3175251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Entering Unmasked Estep 
Score: -1472892.125000 Penalty: 2314.956787
	Iteration 0F: 2 clusters Score -1472892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1464336.125000 Penalty: 4629.913574
	Iteration 0F: 3 clusters Score -1464336 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1466937.000000 Penalty: 4629.913574
	Iteration 1F: 3 clusters Score -1466937 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1467333.750000 Penalty: 4629.913574
	Iteration 2F: 3 clusters Score -1467334 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1467627.500000 Penalty: 4629.913574
	Iteration 3F: 3 clusters Score -1467628 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1467886.250000 Penalty: 4629.913574
	Iteration 4Q: 3 clusters Score -1467886 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1468145.125000 Penalty: 4629.913574
	Iteration 5Q: 3 clusters Score -1468145 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1468411.250000 Penalty: 4629.913574
	Iteration 6Q: 3 clusters Score -1468411 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1468676.875000 Penalty: 4629.913574
	Iteration 7Q: 3 clusters Score -1468677 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1468964.750000 Penalty: 4629.913574
	Iteration 8Q: 3 clusters Score -1468965 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1469245.000000 Penalty: 4629.913574
	Iteration 9Q: 3 clusters Score -1469245 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1469526.750000 Penalty: 4629.913574
	Iteration 10Q: 3 clusters Score -1469527 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1469818.125000 Penalty: 4629.913574
	Iteration 11Q: 3 clusters Score -1469818 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1470115.750000 Penalty: 4629.913574
	Iteration 12Q: 3 clusters Score -1470116 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1470363.750000 Penalty: 4629.913574
	Iteration 13Q: 3 clusters Score -1470364 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1470562.000000 Penalty: 4629.913574
	Iteration 14Q: 3 clusters Score -1470562 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1470718.375000 Penalty: 4629.913574
	Iteration 15Q: 3 clusters Score -1470718 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1470848.250000 Penalty: 4629.913574
	Iteration 16Q: 3 clusters Score -1470848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1470943.000000 Penalty: 4629.913574
	Iteration 17Q: 3 clusters Score -1470943 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1471001.000000 Penalty: 4629.913574
	Iteration 18Q: 3 clusters Score -1471001 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1471048.125000 Penalty: 4629.913574
	Iteration 19Q: 3 clusters Score -1471048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1471072.125000 Penalty: 4629.913574
	Iteration 20F: 3 clusters Score -1471072 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1471100.125000 Penalty: 4629.913574
	Iteration 21Q: 3 clusters Score -1471100 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1471125.250000 Penalty: 4629.913574
	Iteration 22Q: 3 clusters Score -1471125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1471142.500000 Penalty: 4629.913574
	Iteration 23Q: 3 clusters Score -1471142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1471153.500000 Penalty: 4629.913574
	Iteration 24Q: 3 clusters Score -1471154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1471164.750000 Penalty: 4629.913574
	Iteration 25Q: 3 clusters Score -1471165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1471167.500000 Penalty: 4629.913574
	Iteration 26Q: 3 clusters Score -1471168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1471171.625000 Penalty: 4629.913574
	Iteration 27Q: 3 clusters Score -1471172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1471177.875000 Penalty: 4629.913574
	Iteration 28Q: 3 clusters Score -1471178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1471178.625000 Penalty: 4629.913574
	Iteration 29Q: 3 clusters Score -1471179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1471178.750000 Penalty: 4629.913574
	Iteration 30Q: 3 clusters Score -1471179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1471181.375000 Penalty: 4629.913574
	Iteration 31Q: 3 clusters Score -1471181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1471192.500000 Penalty: 4629.913574
	Iteration 32Q: 3 clusters Score -1471192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1471196.875000 Penalty: 4629.913574
	Iteration 33Q: 3 clusters Score -1471197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1471197.500000 Penalty: 4629.913574
	Iteration 34Q: 3 clusters Score -1471198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1471197.500000 Penalty: 4629.913574
	Iteration 35F: 3 clusters Score -1471198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Entering Unmasked Estep 
Score: -3212903.250000 Penalty: 2518.069580
	Iteration 0F: 2 clusters Score -3212903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3195243.750000 Penalty: 5036.139160
	Iteration 0F: 3 clusters Score -3195244 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -3201889.750000 Penalty: 5036.139160
	Iteration 1F: 3 clusters Score -3201890 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -3202817.750000 Penalty: 5036.139160
	Iteration 2F: 3 clusters Score -3202818 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -3203730.000000 Penalty: 5036.139160
	Iteration 3F: 3 clusters Score -3203730 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3204684.500000 Penalty: 5036.139160
	Iteration 4F: 3 clusters Score -3204684 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -3205564.750000 Penalty: 5036.139160
	Iteration 5F: 3 clusters Score -3205565 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3206264.750000 Penalty: 5036.139160
	Iteration 6F: 3 clusters Score -3206265 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3206771.750000 Penalty: 5036.139160
	Iteration 7Q: 3 clusters Score -3206772 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -3207199.250000 Penalty: 5036.139160
	Iteration 8Q: 3 clusters Score -3207199 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3207576.250000 Penalty: 5036.139160
	Iteration 9Q: 3 clusters Score -3207576 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -3207933.500000 Penalty: 5036.139160
	Iteration 10Q: 3 clusters Score -3207934 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3208265.250000 Penalty: 5036.139160
	Iteration 11Q: 3 clusters Score -3208265 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3208573.500000 Penalty: 5036.139160
	Iteration 12Q: 3 clusters Score -3208574 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3208826.000000 Penalty: 5036.139160
	Iteration 13Q: 3 clusters Score -3208826 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3209046.000000 Penalty: 5036.139160
	Iteration 14Q: 3 clusters Score -3209046 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -3209232.500000 Penalty: 5036.139160
	Iteration 15Q: 3 clusters Score -3209232 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -3209393.000000 Penalty: 5036.139160
	Iteration 16Q: 3 clusters Score -3209393 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3209487.000000 Penalty: 5036.139160
	Iteration 17Q: 3 clusters Score -3209487 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -3209578.000000 Penalty: 5036.139160
	Iteration 18Q: 3 clusters Score -3209578 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -3209660.750000 Penalty: 5036.139160
	Iteration 19Q: 3 clusters Score -3209661 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3209751.500000 Penalty: 5036.139160
	Iteration 20F: 3 clusters Score -3209752 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3209865.500000 Penalty: 5036.139160
	Iteration 21Q: 3 clusters Score -3209866 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3209957.250000 Penalty: 5036.139160
	Iteration 22Q: 3 clusters Score -3209957 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3210036.500000 Penalty: 5036.139160
	Iteration 23Q: 3 clusters Score -3210036 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -3210110.000000 Penalty: 5036.139160
	Iteration 24Q: 3 clusters Score -3210110 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -3210155.000000 Penalty: 5036.139160
	Iteration 25Q: 3 clusters Score -3210155 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -3210183.250000 Penalty: 5036.139160
	Iteration 26Q: 3 clusters Score -3210183 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -3210231.250000 Penalty: 5036.139160
	Iteration 27Q: 3 clusters Score -3210231 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -3210246.500000 Penalty: 5036.139160
	Iteration 28Q: 3 clusters Score -3210246 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -3210264.500000 Penalty: 5036.139160
	Iteration 29Q: 3 clusters Score -3210264 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -3210289.000000 Penalty: 5036.139160
	Iteration 30Q: 3 clusters Score -3210289 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -3210326.250000 Penalty: 5036.139160
	Iteration 31Q: 3 clusters Score -3210326 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -3210319.500000 Penalty: 5036.139160
	Iteration 32Q: 3 clusters Score -3210320 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -3210353.250000 Penalty: 5036.139160
	Iteration 33Q: 3 clusters Score -3210353 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3210375.250000 Penalty: 5036.139160
	Iteration 34Q: 3 clusters Score -3210375 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -3210396.500000 Penalty: 5036.139160
	Iteration 35Q: 3 clusters Score -3210396 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -3210418.750000 Penalty: 5036.139160
	Iteration 36Q: 3 clusters Score -3210419 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -3210449.750000 Penalty: 5036.139160
	Iteration 37Q: 3 clusters Score -3210450 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3210453.250000 Penalty: 5036.139160
	Iteration 38Q: 3 clusters Score -3210453 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -3210462.500000 Penalty: 5036.139160
	Iteration 39Q: 3 clusters Score -3210462 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3210480.750000 Penalty: 5036.139160
	Iteration 40F: 3 clusters Score -3210481 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3210492.750000 Penalty: 5036.139160
	Iteration 41Q: 3 clusters Score -3210493 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -3210504.500000 Penalty: 5036.139160
	Iteration 42Q: 3 clusters Score -3210504 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -3210516.500000 Penalty: 5036.139160
	Iteration 43Q: 3 clusters Score -3210516 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -3210532.500000 Penalty: 5036.139160
	Iteration 44Q: 3 clusters Score -3210532 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -3210552.000000 Penalty: 5036.139160
	Iteration 45Q: 3 clusters Score -3210552 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3210567 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -3210593.250000 Penalty: 5036.139160
	Iteration 47Q: 3 clusters Score -3210593 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3210612.750000 Penalty: 5036.139160
	Iteration 48Q: 3 clusters Score -3210613 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -3210650.750000 Penalty: 5036.139160
	Iteration 49Q: 3 clusters Score -3210651 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3210680 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3210716 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3210768 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3210815.750000 Penalty: 5036.139160
	Iteration 53Q: 3 clusters Score -3210816 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3210864 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -3210933.250000 Penalty: 5036.139160
	Iteration 55Q: 3 clusters Score -3210933 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -3211000.750000 Penalty: 5036.139160
	Iteration 56Q: 3 clusters Score -3211001 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3211055.500000 Penalty: 5036.139160
	Iteration 57Q: 3 clusters Score -3211056 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3211102.250000 Penalty: 5036.139160
	Iteration 58Q: 3 clusters Score -3211102 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3211153.500000 Penalty: 5036.139160
	Iteration 59Q: 3 clusters Score -3211154 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3211191.500000 Penalty: 5036.139160
	Iteration 60F: 3 clusters Score -3211192 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -3211251.750000 Penalty: 5036.139160
	Iteration 61Q: 3 clusters Score -3211252 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3211298 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3211370.500000 Penalty: 5036.139160
	Iteration 63Q: 3 clusters Score -3211370 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3211416 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -3211496.750000 Penalty: 5036.139160
	Iteration 65Q: 3 clusters Score -3211497 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3211567 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3211621 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -3211659.750000 Penalty: 5036.139160
	Iteration 68Q: 3 clusters Score -3211660 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3211689.000000 Penalty: 5036.139160
	Iteration 69Q: 3 clusters Score -3211689 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -3211721.750000 Penalty: 5036.139160
	Iteration 70Q: 3 clusters Score -3211722 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -3211747.250000 Penalty: 5036.139160
	Iteration 71Q: 3 clusters Score -3211747 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -3211759.250000 Penalty: 5036.139160
	Iteration 72Q: 3 clusters Score -3211759 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -3211777.000000 Penalty: 5036.139160
	Iteration 73Q: 3 clusters Score -3211777 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3211797.500000 Penalty: 5036.139160
	Iteration 74Q: 3 clusters Score -3211798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3211817 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3211837 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -3211844.750000 Penalty: 5036.139160
	Iteration 77Q: 3 clusters Score -3211845 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -3211854.500000 Penalty: 5036.139160
	Iteration 78Q: 3 clusters Score -3211854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3211856.000000 Penalty: 5036.139160
	Iteration 79Q: 3 clusters Score -3211856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -3211852.250000 Penalty: 5036.139160
	Iteration 80F: 3 clusters Score -3211852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3211868.500000 Penalty: 5036.139160
	Iteration 81Q: 3 clusters Score -3211868 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3211885.250000 Penalty: 5036.139160
	Iteration 82Q: 3 clusters Score -3211885 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -3211888.750000 Penalty: 5036.139160
	Iteration 83Q: 3 clusters Score -3211889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3211899.500000 Penalty: 5036.139160
	Iteration 84Q: 3 clusters Score -3211900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -3211899.000000 Penalty: 5036.139160
	Iteration 85Q: 3 clusters Score -3211899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -3211906.000000 Penalty: 5036.139160
	Iteration 86Q: 3 clusters Score -3211906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3211915.250000 Penalty: 5036.139160
	Iteration 87Q: 3 clusters Score -3211915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 23117 members 
Entering Unmasked Estep 
Score: -3211924.000000 Penalty: 5036.139160
	Iteration 88Q: 3 clusters Score -3211924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3211933.000000 Penalty: 5036.139160
	Iteration 89Q: 3 clusters Score -3211933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3211942.750000 Penalty: 5036.139160
	Iteration 90Q: 3 clusters Score -3211943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3211938.750000 Penalty: 5036.139160
	Iteration 91Q: 3 clusters Score -3211939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -3211944.250000 Penalty: 5036.139160
	Iteration 92Q: 3 clusters Score -3211944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -3211948.250000 Penalty: 5036.139160
	Iteration 93Q: 3 clusters Score -3211948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3211954.000000 Penalty: 5036.139160
	Iteration 94Q: 3 clusters Score -3211954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -3211954.500000 Penalty: 5036.139160
	Iteration 95Q: 3 clusters Score -3211954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -3211960.500000 Penalty: 5036.139160
	Iteration 96Q: 3 clusters Score -3211960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3211966.000000 Penalty: 5036.139160
	Iteration 97Q: 3 clusters Score -3211966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3211965.750000 Penalty: 5036.139160
	Iteration 98Q: 3 clusters Score -3211966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -3211969.750000 Penalty: 5036.139160
	Iteration 99Q: 3 clusters Score -3211970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -3211965.250000 Penalty: 5036.139160
	Iteration 100F: 3 clusters Score -3211965 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3211975.250000 Penalty: 5036.139160
	Iteration 101Q: 3 clusters Score -3211975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3211979.500000 Penalty: 5036.139160
	Iteration 102Q: 3 clusters Score -3211980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -3211982.500000 Penalty: 5036.139160
	Iteration 103Q: 3 clusters Score -3211982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -3211985.750000 Penalty: 5036.139160
	Iteration 104Q: 3 clusters Score -3211986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -3211993.750000 Penalty: 5036.139160
	Iteration 105Q: 3 clusters Score -3211994 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3211994.000000 Penalty: 5036.139160
	Iteration 106Q: 3 clusters Score -3211994 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3211991.750000 Penalty: 5036.139160
	Iteration 107Q: 3 clusters Score -3211992 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3211992.250000 Penalty: 5036.139160
	Iteration 108Q: 3 clusters Score -3211992 nChanged 10
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Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3211996.250000 Penalty: 5036.139160
	Iteration 109Q: 3 clusters Score -3211996 nChanged 4
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Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3211994.750000 Penalty: 5036.139160
	Iteration 110Q: 3 clusters Score -3211995 nChanged 4
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Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -3211993.250000 Penalty: 5036.139160
	Iteration 111Q: 3 clusters Score -3211993 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3211990.500000 Penalty: 5036.139160
	Iteration 112Q: 3 clusters Score -3211990 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -3211992.250000 Penalty: 5036.139160
	Iteration 113Q: 3 clusters Score -3211992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3211988.750000 Penalty: 5036.139160
	Iteration 114Q: 3 clusters Score -3211989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -3211988.750000 Penalty: 5036.139160
	Iteration 115F: 3 clusters Score -3211989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (144713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144713 members 
Entering Unmasked Estep 
Score: -19850604.000000 Penalty: 2946.861816
	Iteration 0F: 2 clusters Score -1.98506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72337 members 
Mstep: Class 2 contains 72376 members 
Entering Unmasked Estep 
Score: -19754870.000000 Penalty: 5893.723633
	Iteration 0F: 3 clusters Score -1.975487e+07 nChanged 69080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71317 members 
Mstep: Class 2 contains 73396 members 
Entering Unmasked Estep 
Score: -19795770.000000 Penalty: 5893.723633
	Iteration 1F: 3 clusters Score -1.979577e+07 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70601 members 
Mstep: Class 2 contains 74112 members 
Entering Unmasked Estep 
Score: -19797340.000000 Penalty: 5893.723633
	Iteration 2Q: 3 clusters Score -1.979734e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 75216 members 
Entering Unmasked Estep 
Score: -19799246.000000 Penalty: 5893.723633
	Iteration 3Q: 3 clusters Score -1.979925e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 76825 members 
Entering Unmasked Estep 
Score: -19802122.000000 Penalty: 5893.723633
	Iteration 4Q: 3 clusters Score -1.980212e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65402 members 
Mstep: Class 2 contains 79311 members 
Entering Unmasked Estep 
Score: -19805880.000000 Penalty: 5893.723633
	Iteration 5F: 3 clusters Score -1.980588e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61999 members 
Mstep: Class 2 contains 82714 members 
Entering Unmasked Estep 
Score: -19810942.000000 Penalty: 5893.723633
	Iteration 6F: 3 clusters Score -1.981094e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57702 members 
Mstep: Class 2 contains 87011 members 
Entering Unmasked Estep 
Score: -19815926.000000 Penalty: 5893.723633
	Iteration 7F: 3 clusters Score -1.981593e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 91632 members 
Entering Unmasked Estep 
Score: -19821360.000000 Penalty: 5893.723633
	Iteration 8F: 3 clusters Score -1.982136e+07 nChanged 7851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 96017 members 
Entering Unmasked Estep 
Score: -19826388.000000 Penalty: 5893.723633
	Iteration 9F: 3 clusters Score -1.982639e+07 nChanged 6868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -19830946.000000 Penalty: 5893.723633
	Iteration 10Q: 3 clusters Score -1.983095e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 102981 members 
Entering Unmasked Estep 
Score: -19834804.000000 Penalty: 5893.723633
	Iteration 11Q: 3 clusters Score -1.98348e+07 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 105517 members 
Entering Unmasked Estep 
Score: -19837978.000000 Penalty: 5893.723633
	Iteration 12Q: 3 clusters Score -1.983798e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -19840204.000000 Penalty: 5893.723633
	Iteration 13Q: 3 clusters Score -1.98402e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Mstep: Class 2 contains 109155 members 
Entering Unmasked Estep 
Score: -19841470.000000 Penalty: 5893.723633
	Iteration 14Q: 3 clusters Score -1.984147e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 110512 members 
Entering Unmasked Estep 
Score: -19842160.000000 Penalty: 5893.723633
	Iteration 15Q: 3 clusters Score -1.984216e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 111724 members 
Entering Unmasked Estep 
Score: -19842442.000000 Penalty: 5893.723633
	Iteration 16Q: 3 clusters Score -1.984244e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31917 members 
Mstep: Class 2 contains 112796 members 
Entering Unmasked Estep 
Score: -19842862.000000 Penalty: 5893.723633
	Iteration 17Q: 3 clusters Score -1.984286e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -19843022.000000 Penalty: 5893.723633
	Iteration 18Q: 3 clusters Score -1.984302e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 114712 members 
Entering Unmasked Estep 
Score: -19843144.000000 Penalty: 5893.723633
	Iteration 19Q: 3 clusters Score -1.984314e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 115609 members 
Entering Unmasked Estep 
Score: -19843278.000000 Penalty: 5893.723633
	Iteration 20F: 3 clusters Score -1.984328e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 116492 members 
Entering Unmasked Estep 
Score: -19843570.000000 Penalty: 5893.723633
	Iteration 21Q: 3 clusters Score -1.984357e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 117400 members 
Entering Unmasked Estep 
Score: -19843698.000000 Penalty: 5893.723633
	Iteration 22Q: 3 clusters Score -1.98437e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 118312 members 
Entering Unmasked Estep 
Score: -19843804.000000 Penalty: 5893.723633
	Iteration 23Q: 3 clusters Score -1.98438e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 119253 members 
Entering Unmasked Estep 
Score: -19844054.000000 Penalty: 5893.723633
	Iteration 24Q: 3 clusters Score -1.984405e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 120179 members 
Entering Unmasked Estep 
Score: -19844168.000000 Penalty: 5893.723633
	Iteration 25Q: 3 clusters Score -1.984417e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 121057 members 
Entering Unmasked Estep 
Score: -19844344.000000 Penalty: 5893.723633
	Iteration 26Q: 3 clusters Score -1.984434e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 121976 members 
Entering Unmasked Estep 
Score: -19844572.000000 Penalty: 5893.723633
	Iteration 27Q: 3 clusters Score -1.984457e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 122885 members 
Entering Unmasked Estep 
Score: -19844762.000000 Penalty: 5893.723633
	Iteration 28Q: 3 clusters Score -1.984476e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 123831 members 
Entering Unmasked Estep 
Score: -19844818.000000 Penalty: 5893.723633
	Iteration 29Q: 3 clusters Score -1.984482e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 124791 members 
Entering Unmasked Estep 
Score: -19845114.000000 Penalty: 5893.723633
	Iteration 30Q: 3 clusters Score -1.984511e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 125767 members 
Entering Unmasked Estep 
Score: -19845312.000000 Penalty: 5893.723633
	Iteration 31Q: 3 clusters Score -1.984531e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 126757 members 
Entering Unmasked Estep 
Score: -19845480.000000 Penalty: 5893.723633
	Iteration 32Q: 3 clusters Score -1.984548e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 127773 members 
Entering Unmasked Estep 
Score: -19845732.000000 Penalty: 5893.723633
	Iteration 33Q: 3 clusters Score -1.984573e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 128807 members 
Entering Unmasked Estep 
Score: -19845934.000000 Penalty: 5893.723633
	Iteration 34Q: 3 clusters Score -1.984593e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 129822 members 
Entering Unmasked Estep 
Score: -19846096.000000 Penalty: 5893.723633
	Iteration 35Q: 3 clusters Score -1.98461e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 130854 members 
Entering Unmasked Estep 
Score: -19846322.000000 Penalty: 5893.723633
	Iteration 36Q: 3 clusters Score -1.984632e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 131877 members 
Entering Unmasked Estep 
Score: -19846510.000000 Penalty: 5893.723633
	Iteration 37Q: 3 clusters Score -1.984651e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 132914 members 
Entering Unmasked Estep 
Score: -19846836.000000 Penalty: 5893.723633
	Iteration 38Q: 3 clusters Score -1.984684e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 133894 members 
Entering Unmasked Estep 
Score: -19847186.000000 Penalty: 5893.723633
	Iteration 39Q: 3 clusters Score -1.984719e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 134830 members 
Entering Unmasked Estep 
Score: -19847356.000000 Penalty: 5893.723633
	Iteration 40F: 3 clusters Score -1.984736e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 135703 members 
Entering Unmasked Estep 
Score: -19847560.000000 Penalty: 5893.723633
	Iteration 41Q: 3 clusters Score -1.984756e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 136578 members 
Entering Unmasked Estep 
Score: -19847720.000000 Penalty: 5893.723633
	Iteration 42Q: 3 clusters Score -1.984772e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 137333 members 
Entering Unmasked Estep 
Score: -19847946.000000 Penalty: 5893.723633
	Iteration 43Q: 3 clusters Score -1.984795e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 138022 members 
Entering Unmasked Estep 
Score: -19848150.000000 Penalty: 5893.723633
	Iteration 44Q: 3 clusters Score -1.984815e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 138620 members 
Entering Unmasked Estep 
Score: -19848338.000000 Penalty: 5893.723633
	Iteration 45Q: 3 clusters Score -1.984834e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 139117 members 
Entering Unmasked Estep 
Score: -19848466.000000 Penalty: 5893.723633
	Iteration 46Q: 3 clusters Score -1.984847e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 139527 members 
Entering Unmasked Estep 
Score: -19848524.000000 Penalty: 5893.723633
	Iteration 47Q: 3 clusters Score -1.984852e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 139872 members 
Entering Unmasked Estep 
Score: -19848582.000000 Penalty: 5893.723633
	Iteration 48Q: 3 clusters Score -1.984858e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 140176 members 
Entering Unmasked Estep 
Score: -19848694.000000 Penalty: 5893.723633
	Iteration 49Q: 3 clusters Score -1.984869e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 140422 members 
Entering Unmasked Estep 
Score: -19848764.000000 Penalty: 5893.723633
	Iteration 50Q: 3 clusters Score -1.984876e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 140620 members 
Entering Unmasked Estep 
Score: -19848830.000000 Penalty: 5893.723633
	Iteration 51Q: 3 clusters Score -1.984883e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 140787 members 
Entering Unmasked Estep 
Score: -19848872.000000 Penalty: 5893.723633
	Iteration 52Q: 3 clusters Score -1.984887e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 140930 members 
Entering Unmasked Estep 
Score: -19848908.000000 Penalty: 5893.723633
	Iteration 53Q: 3 clusters Score -1.984891e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 141056 members 
Entering Unmasked Estep 
Score: -19848938.000000 Penalty: 5893.723633
	Iteration 54Q: 3 clusters Score -1.984894e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 141166 members 
Entering Unmasked Estep 
Score: -19848950.000000 Penalty: 5893.723633
	Iteration 55Q: 3 clusters Score -1.984895e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 141261 members 
Entering Unmasked Estep 
Score: -19848950.000000 Penalty: 5893.723633
	Iteration 56Q: 3 clusters Score -1.984895e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 141346 members 
Entering Unmasked Estep 
Score: -19848974.000000 Penalty: 5893.723633
	Iteration 57Q: 3 clusters Score -1.984897e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 141420 members 
Entering Unmasked Estep 
Score: -19848964.000000 Penalty: 5893.723633
	Iteration 58Q: 3 clusters Score -1.984896e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 141505 members 
Entering Unmasked Estep 
Score: -19848986.000000 Penalty: 5893.723633
	Iteration 59Q: 3 clusters Score -1.984899e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 141565 members 
Entering Unmasked Estep 
Score: -19849030.000000 Penalty: 5893.723633
	Iteration 60F: 3 clusters Score -1.984903e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 141607 members 
Entering Unmasked Estep 
Score: -19849054.000000 Penalty: 5893.723633
	Iteration 61Q: 3 clusters Score -1.984905e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 141644 members 
Entering Unmasked Estep 
Score: -19849048.000000 Penalty: 5893.723633
	Iteration 62Q: 3 clusters Score -1.984905e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 141685 members 
Entering Unmasked Estep 
Score: -19849076.000000 Penalty: 5893.723633
	Iteration 63Q: 3 clusters Score -1.984908e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 141729 members 
Entering Unmasked Estep 
Score: -19849096.000000 Penalty: 5893.723633
	Iteration 64Q: 3 clusters Score -1.98491e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 141768 members 
Entering Unmasked Estep 
Score: -19849122.000000 Penalty: 5893.723633
	Iteration 65Q: 3 clusters Score -1.984912e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 141800 members 
Entering Unmasked Estep 
Score: -19849138.000000 Penalty: 5893.723633
	Iteration 66Q: 3 clusters Score -1.984914e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 141822 members 
Entering Unmasked Estep 
Score: -19849114.000000 Penalty: 5893.723633
	Iteration 67Q: 3 clusters Score -1.984911e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 141839 members 
Entering Unmasked Estep 
Score: -19849104.000000 Penalty: 5893.723633
	Iteration 68Q: 3 clusters Score -1.98491e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 141866 members 
Entering Unmasked Estep 
Score: -19849102.000000 Penalty: 5893.723633
	Iteration 69Q: 3 clusters Score -1.98491e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 141898 members 
Entering Unmasked Estep 
Score: -19849116.000000 Penalty: 5893.723633
	Iteration 70Q: 3 clusters Score -1.984912e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 141927 members 
Entering Unmasked Estep 
Score: -19849094.000000 Penalty: 5893.723633
	Iteration 71Q: 3 clusters Score -1.984909e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 141953 members 
Entering Unmasked Estep 
Score: -19849090.000000 Penalty: 5893.723633
	Iteration 72Q: 3 clusters Score -1.984909e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 141970 members 
Entering Unmasked Estep 
Score: -19849114.000000 Penalty: 5893.723633
	Iteration 73Q: 3 clusters Score -1.984911e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 141984 members 
Entering Unmasked Estep 
Score: -19849096.000000 Penalty: 5893.723633
	Iteration 74Q: 3 clusters Score -1.98491e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 141993 members 
Entering Unmasked Estep 
Score: -19849092.000000 Penalty: 5893.723633
	Iteration 75Q: 3 clusters Score -1.984909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 141996 members 
Entering Unmasked Estep 
Score: -19849102.000000 Penalty: 5893.723633
	Iteration 76Q: 3 clusters Score -1.98491e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 142001 members 
Entering Unmasked Estep 
Score: -19849100.000000 Penalty: 5893.723633
	Iteration 77Q: 3 clusters Score -1.98491e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 142012 members 
Entering Unmasked Estep 
Score: -19849106.000000 Penalty: 5893.723633
	Iteration 78Q: 3 clusters Score -1.984911e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 142019 members 
Entering Unmasked Estep 
Score: -19849116.000000 Penalty: 5893.723633
	Iteration 79Q: 3 clusters Score -1.984912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 142019 members 
Entering Unmasked Estep 
Score: -19849106.000000 Penalty: 5893.723633
	Iteration 80F: 3 clusters Score -1.984911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 142020 members 
Entering Unmasked Estep 
Score: -19849112.000000 Penalty: 5893.723633
	Iteration 81Q: 3 clusters Score -1.984911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 142017 members 
Entering Unmasked Estep 
Score: -19849118.000000 Penalty: 5893.723633
	Iteration 82Q: 3 clusters Score -1.984912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 142019 members 
Entering Unmasked Estep 
Score: -19849134.000000 Penalty: 5893.723633
	Iteration 83Q: 3 clusters Score -1.984913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 142021 members 
Entering Unmasked Estep 
Score: -19849146.000000 Penalty: 5893.723633
	Iteration 84Q: 3 clusters Score -1.984915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 142024 members 
Entering Unmasked Estep 
Score: -19849138.000000 Penalty: 5893.723633
	Iteration 85Q: 3 clusters Score -1.984914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 142028 members 
Entering Unmasked Estep 
Score: -19849138.000000 Penalty: 5893.723633
	Iteration 86Q: 3 clusters Score -1.984914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 142032 members 
Entering Unmasked Estep 
Score: -19849136.000000 Penalty: 5893.723633
	Iteration 87Q: 3 clusters Score -1.984914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 142034 members 
Entering Unmasked Estep 
Score: -19849134.000000 Penalty: 5893.723633
	Iteration 88Q: 3 clusters Score -1.984913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 142035 members 
Entering Unmasked Estep 
Score: -19849140.000000 Penalty: 5893.723633
	Iteration 89Q: 3 clusters Score -1.984914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 142039 members 
Entering Unmasked Estep 
Score: -19849144.000000 Penalty: 5893.723633
	Iteration 90Q: 3 clusters Score -1.984914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 142045 members 
Entering Unmasked Estep 
Score: -19849136.000000 Penalty: 5893.723633
	Iteration 91Q: 3 clusters Score -1.984914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 142048 members 
Entering Unmasked Estep 
Score: -19849128.000000 Penalty: 5893.723633
	Iteration 92Q: 3 clusters Score -1.984913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 142051 members 
Entering Unmasked Estep 
Score: -19849128.000000 Penalty: 5893.723633
	Iteration 93Q: 3 clusters Score -1.984913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 142054 members 
Entering Unmasked Estep 
Score: -19849118.000000 Penalty: 5893.723633
	Iteration 94Q: 3 clusters Score -1.984912e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 142056 members 
Entering Unmasked Estep 
Score: -19849118.000000 Penalty: 5893.723633
	Iteration 95Q: 3 clusters Score -1.984912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 142057 members 
Entering Unmasked Estep 
Score: -19849126.000000 Penalty: 5893.723633
	Iteration 96Q: 3 clusters Score -1.984913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 142058 members 
Entering Unmasked Estep 
Score: -19849124.000000 Penalty: 5893.723633
	Iteration 97Q: 3 clusters Score -1.984912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 142059 members 
Entering Unmasked Estep 
Score: -19849124.000000 Penalty: 5893.723633
	Iteration 98Q: 3 clusters Score -1.984912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 142061 members 
Entering Unmasked Estep 
Score: -19849110.000000 Penalty: 5893.723633
	Iteration 99Q: 3 clusters Score -1.984911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 142062 members 
Entering Unmasked Estep 
Score: -19849116.000000 Penalty: 5893.723633
	Iteration 100F: 3 clusters Score -1.984912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 142064 members 
Entering Unmasked Estep 
Score: -19849126.000000 Penalty: 5893.723633
	Iteration 101Q: 3 clusters Score -1.984913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 142065 members 
Entering Unmasked Estep 
Score: -19849130.000000 Penalty: 5893.723633
	Iteration 102Q: 3 clusters Score -1.984913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 142066 members 
Entering Unmasked Estep 
Score: -19849120.000000 Penalty: 5893.723633
	Iteration 103Q: 3 clusters Score -1.984912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 142065 members 
Entering Unmasked Estep 
Score: -19849126.000000 Penalty: 5893.723633
	Iteration 104Q: 3 clusters Score -1.984913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 142067 members 
Entering Unmasked Estep 
Score: -19849120.000000 Penalty: 5893.723633
	Iteration 105Q: 3 clusters Score -1.984912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 142068 members 
Entering Unmasked Estep 
Score: -19849114.000000 Penalty: 5893.723633
	Iteration 106Q: 3 clusters Score -1.984911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 142068 members 
Entering Unmasked Estep 
Score: -19849114.000000 Penalty: 5893.723633
	Iteration 107Q: 3 clusters Score -1.984911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 142073 members 
Entering Unmasked Estep 
Score: -19849112.000000 Penalty: 5893.723633
	Iteration 108Q: 3 clusters Score -1.984911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 142077 members 
Entering Unmasked Estep 
Score: -19849112.000000 Penalty: 5893.723633
	Iteration 109Q: 3 clusters Score -1.984911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 142080 members 
Entering Unmasked Estep 
Score: -19849118.000000 Penalty: 5893.723633
	Iteration 110Q: 3 clusters Score -1.984912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 142082 members 
Entering Unmasked Estep 
Score: -19849120.000000 Penalty: 5893.723633
	Iteration 111Q: 3 clusters Score -1.984912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 142082 members 
Entering Unmasked Estep 
Score: -19849112.000000 Penalty: 5893.723633
	Iteration 112Q: 3 clusters Score -1.984911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 142082 members 
Entering Unmasked Estep 
Score: -19849116.000000 Penalty: 5893.723633
	Iteration 113Q: 3 clusters Score -1.984912e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 142081 members 
Entering Unmasked Estep 
Score: -19849108.000000 Penalty: 5893.723633
	Iteration 114Q: 3 clusters Score -1.984911e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 142081 members 
Entering Unmasked Estep 
Score: -19849108.000000 Penalty: 5893.723633
	Iteration 115F: 3 clusters Score -1.984911e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -29053.767578 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -29053.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27845.738281 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -27845.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27892.558594 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -27892.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27899.330078 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -27899.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27911.009766 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -27911.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27914.566406 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -27914.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27914.566406 Penalty: 2710.060547
	Iteration 5F: 3 clusters Score -27914.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Entering Unmasked Estep 
Score: -1014153.937500 Penalty: 2206.184082
	Iteration 0F: 2 clusters Score -1014154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1008225.437500 Penalty: 4412.368164
	Iteration 0F: 3 clusters Score -1008225 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1009773.812500 Penalty: 4412.368164
	Iteration 1F: 3 clusters Score -1009774 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1010011.000000 Penalty: 4412.368164
	Iteration 2F: 3 clusters Score -1010011 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1010143.187500 Penalty: 4412.368164
	Iteration 3Q: 3 clusters Score -1010143 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1010238.312500 Penalty: 4412.368164
	Iteration 4Q: 3 clusters Score -1010238 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1010325.375000 Penalty: 4412.368164
	Iteration 5Q: 3 clusters Score -1010325 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1010382.250000 Penalty: 4412.368164
	Iteration 6Q: 3 clusters Score -1010382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1010437.875000 Penalty: 4412.368164
	Iteration 7Q: 3 clusters Score -1010438 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1010492.062500 Penalty: 4412.368164
	Iteration 8Q: 3 clusters Score -1010492 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1010541.750000 Penalty: 4412.368164
	Iteration 9Q: 3 clusters Score -1010542 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1010596.500000 Penalty: 4412.368164
	Iteration 10Q: 3 clusters Score -1010596 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1010662.500000 Penalty: 4412.368164
	Iteration 11Q: 3 clusters Score -1010662 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1010772.500000 Penalty: 4412.368164
	Iteration 12Q: 3 clusters Score -1010772 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1010936.687500 Penalty: 4412.368164
	Iteration 13Q: 3 clusters Score -1010937 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1011142.625000 Penalty: 4412.368164
	Iteration 14Q: 3 clusters Score -1011143 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1011368.937500 Penalty: 4412.368164
	Iteration 15Q: 3 clusters Score -1011369 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1011633.437500 Penalty: 4412.368164
	Iteration 16Q: 3 clusters Score -1011633 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1011872.812500 Penalty: 4412.368164
	Iteration 17Q: 3 clusters Score -1011873 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1012093.062500 Penalty: 4412.368164
	Iteration 18Q: 3 clusters Score -1012093 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1012310.250000 Penalty: 4412.368164
	Iteration 19Q: 3 clusters Score -1012310 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1012551.875000 Penalty: 4412.368164
	Iteration 20F: 3 clusters Score -1012552 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1012815.500000 Penalty: 4412.368164
	Iteration 21Q: 3 clusters Score -1012816 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1013035.500000 Penalty: 4412.368164
	Iteration 22Q: 3 clusters Score -1013036 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1013154.625000 Penalty: 4412.368164
	Iteration 23Q: 3 clusters Score -1013155 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1013218.437500 Penalty: 4412.368164
	Iteration 24Q: 3 clusters Score -1013218 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1013247.375000 Penalty: 4412.368164
	Iteration 25Q: 3 clusters Score -1013247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1013259.500000 Penalty: 4412.368164
	Iteration 26Q: 3 clusters Score -1013260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1013263.000000 Penalty: 4412.368164
	Iteration 27Q: 3 clusters Score -1013263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1013269.000000 Penalty: 4412.368164
	Iteration 28Q: 3 clusters Score -1013269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1013268.750000 Penalty: 4412.368164
	Iteration 29Q: 3 clusters Score -1013269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1013269.437500 Penalty: 4412.368164
	Iteration 30Q: 3 clusters Score -1013269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1013270.250000 Penalty: 4412.368164
	Iteration 31Q: 3 clusters Score -1013270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1013272.375000 Penalty: 4412.368164
	Iteration 32Q: 3 clusters Score -1013272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1013272.875000 Penalty: 4412.368164
	Iteration 33Q: 3 clusters Score -1013273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1013275.000000 Penalty: 4412.368164
	Iteration 34Q: 3 clusters Score -1013275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1013275.937500 Penalty: 4412.368164
	Iteration 35Q: 3 clusters Score -1013276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1013276.875000 Penalty: 4412.368164
	Iteration 36Q: 3 clusters Score -1013277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1013276.875000 Penalty: 4412.368164
	Iteration 37F: 3 clusters Score -1013277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -64492.296875 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -64492.3 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 241 members 
Entering Unmasked Estep 
Score: -63038.957031 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -63038.96 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63245.042969 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -63245.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63332.679688 Penalty: 3068.359619
	Iteration 2F: 3 clusters Score -63332.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63379.378906 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -63379.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63423.316406 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -63423.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63443.468750 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -63443.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63466.292969 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -63466.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -63474.613281 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -63474.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63480.148438 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -63480.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -63483.578125 Penalty: 3068.359619
	Iteration 9Q: 3 clusters Score -63483.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63486.117188 Penalty: 3068.359619
	Iteration 10Q: 3 clusters Score -63486.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63486.937500 Penalty: 3068.359619
	Iteration 11Q: 3 clusters Score -63486.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63488.582031 Penalty: 3068.359619
	Iteration 12Q: 3 clusters Score -63488.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63490.984375 Penalty: 3068.359619
	Iteration 13Q: 3 clusters Score -63490.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63490.984375 Penalty: 3068.359619
	Iteration 14F: 3 clusters Score -63490.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Entering Unmasked Estep 
Score: -879257.062500 Penalty: 2187.166992
	Iteration 0F: 2 clusters Score -879257.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -873608.125000 Penalty: 4374.333984
	Iteration 0F: 3 clusters Score -873608.1 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -875083.562500 Penalty: 4374.333984
	Iteration 1F: 3 clusters Score -875083.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -875368.937500 Penalty: 4374.333984
	Iteration 2F: 3 clusters Score -875368.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -875556.937500 Penalty: 4374.333984
	Iteration 3F: 3 clusters Score -875556.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -875733.312500 Penalty: 4374.333984
	Iteration 4Q: 3 clusters Score -875733.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -875885.562500 Penalty: 4374.333984
	Iteration 5Q: 3 clusters Score -875885.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -876027.750000 Penalty: 4374.333984
	Iteration 6Q: 3 clusters Score -876027.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -876144.437500 Penalty: 4374.333984
	Iteration 7Q: 3 clusters Score -876144.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -876254.625000 Penalty: 4374.333984
	Iteration 8Q: 3 clusters Score -876254.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -876394.500000 Penalty: 4374.333984
	Iteration 9Q: 3 clusters Score -876394.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -876560.500000 Penalty: 4374.333984
	Iteration 10Q: 3 clusters Score -876560.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -876742.687500 Penalty: 4374.333984
	Iteration 11Q: 3 clusters Score -876742.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -876942.687500 Penalty: 4374.333984
	Iteration 12Q: 3 clusters Score -876942.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -877123.312500 Penalty: 4374.333984
	Iteration 13Q: 3 clusters Score -877123.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -877274.750000 Penalty: 4374.333984
	Iteration 14Q: 3 clusters Score -877274.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -877401.250000 Penalty: 4374.333984
	Iteration 15Q: 3 clusters Score -877401.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -877496.937500 Penalty: 4374.333984
	Iteration 16Q: 3 clusters Score -877496.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -877565.625000 Penalty: 4374.333984
	Iteration 17Q: 3 clusters Score -877565.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -877625.812500 Penalty: 4374.333984
	Iteration 18Q: 3 clusters Score -877625.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -877677.125000 Penalty: 4374.333984
	Iteration 19Q: 3 clusters Score -877677.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -877721.875000 Penalty: 4374.333984
	Iteration 20F: 3 clusters Score -877721.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -877757.937500 Penalty: 4374.333984
	Iteration 21Q: 3 clusters Score -877757.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -877784.437500 Penalty: 4374.333984
	Iteration 22Q: 3 clusters Score -877784.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -877812.937500 Penalty: 4374.333984
	Iteration 23Q: 3 clusters Score -877812.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -877841.250000 Penalty: 4374.333984
	Iteration 24Q: 3 clusters Score -877841.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -877865.187500 Penalty: 4374.333984
	Iteration 25Q: 3 clusters Score -877865.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -877892.187500 Penalty: 4374.333984
	Iteration 26Q: 3 clusters Score -877892.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -877906.562500 Penalty: 4374.333984
	Iteration 27Q: 3 clusters Score -877906.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -877923.500000 Penalty: 4374.333984
	Iteration 28Q: 3 clusters Score -877923.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -877946.562500 Penalty: 4374.333984
	Iteration 29Q: 3 clusters Score -877946.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -877965.750000 Penalty: 4374.333984
	Iteration 30Q: 3 clusters Score -877965.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -877984.062500 Penalty: 4374.333984
	Iteration 31Q: 3 clusters Score -877984.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -877998.625000 Penalty: 4374.333984
	Iteration 32Q: 3 clusters Score -877998.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -878011.625000 Penalty: 4374.333984
	Iteration 33Q: 3 clusters Score -878011.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -878019.687500 Penalty: 4374.333984
	Iteration 34Q: 3 clusters Score -878019.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -878022.937500 Penalty: 4374.333984
	Iteration 35Q: 3 clusters Score -878022.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -878027.500000 Penalty: 4374.333984
	Iteration 36Q: 3 clusters Score -878027.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -878031.375000 Penalty: 4374.333984
	Iteration 37Q: 3 clusters Score -878031.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -878034.562500 Penalty: 4374.333984
	Iteration 38Q: 3 clusters Score -878034.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -878037.000000 Penalty: 4374.333984
	Iteration 39Q: 3 clusters Score -878037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -878038.562500 Penalty: 4374.333984
	Iteration 40F: 3 clusters Score -878038.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37420.335938 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -37420.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36234.152344 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -36234.15 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36455.695312 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -36455.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36693.414062 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -36693.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -36779.671875 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -36779.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36845.691406 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -36845.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -36940.988281 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -36940.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -37017.039062 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -37017.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -37075.164062 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -37075.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -37078.277344 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -37078.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37085.324219 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -37085.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37085.324219 Penalty: 2879.346924
	Iteration 10F: 3 clusters Score -37085.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -150993.640625 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -150993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149026.687500 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -149026.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149571.703125 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -149571.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -149931.765625 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -149931.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -150355.843750 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -150355.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -150710.531250 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -150710.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -150904.609375 Penalty: 3496.860840
	Iteration 5F: 3 clusters Score -150904.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -151088.515625 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -151088.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -151310.437500 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -151310.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -151455.718750 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -151455.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -151793.734375 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -151793.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -152029.156250 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -152029.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152044.328125 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -152044.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152051.859375 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -152051.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -152055.093750 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -152055.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -152062.484375 Penalty: 3496.860840
	Iteration 14Q: 3 clusters Score -152062.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -152091.968750 Penalty: 3496.860840
	Iteration 15Q: 3 clusters Score -152092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -152119.609375 Penalty: 3496.860840
	Iteration 16Q: 3 clusters Score -152119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152121.437500 Penalty: 3496.860840
	Iteration 17Q: 3 clusters Score -152121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152121.437500 Penalty: 3496.860840
	Iteration 18F: 3 clusters Score -152121.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61834 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36483 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28922 members 
Mstep: Class 12 contains 85036 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276463 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23996 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 144713 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 438 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Mstep: Class 28 contains 715 members 
Entering Unmasked Estep 
Score: -122233920.000000 Penalty: 95255.710938
Splitting cluster 25 changes total score from -122234520.000000 to -122233920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -72093.664062 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -72093.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70617.085938 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70617.09 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71084.289062 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -71084.29 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71413.093750 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -71413.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71581.984375 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -71581.98 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71711.851562 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -71711.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71755.875000 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -71755.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -71787.789062 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -71787.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71817.000000 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -71817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71831.960938 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -71831.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71851.585938 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -71851.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71870.054688 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -71870.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -71878.171875 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -71878.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71882.101562 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -71882.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71882.101562 Penalty: 3152.629395
	Iteration 13F: 3 clusters Score -71882.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Entering Unmasked Estep 
Score: -2014723.750000 Penalty: 2380.937988
	Iteration 0F: 2 clusters Score -2014724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2004109.500000 Penalty: 4761.875977
	Iteration 0F: 3 clusters Score -2004110 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2007632.750000 Penalty: 4761.875977
	Iteration 1F: 3 clusters Score -2007633 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2008192.500000 Penalty: 4761.875977
	Iteration 2F: 3 clusters Score -2008192 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2008682.875000 Penalty: 4761.875977
	Iteration 3F: 3 clusters Score -2008683 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2009146.750000 Penalty: 4761.875977
	Iteration 4F: 3 clusters Score -2009147 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -2009538.250000 Penalty: 4761.875977
	Iteration 5F: 3 clusters Score -2009538 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2009858.625000 Penalty: 4761.875977
	Iteration 6Q: 3 clusters Score -2009859 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -2010139.500000 Penalty: 4761.875977
	Iteration 7Q: 3 clusters Score -2010140 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2010393.875000 Penalty: 4761.875977
	Iteration 8Q: 3 clusters Score -2010394 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2010657.000000 Penalty: 4761.875977
	Iteration 9Q: 3 clusters Score -2010657 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2010919.875000 Penalty: 4761.875977
	Iteration 10Q: 3 clusters Score -2010920 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -2011189.250000 Penalty: 4761.875977
	Iteration 11Q: 3 clusters Score -2011189 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2011450.000000 Penalty: 4761.875977
	Iteration 12Q: 3 clusters Score -2011450 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -2011649.375000 Penalty: 4761.875977
	Iteration 13Q: 3 clusters Score -2011649 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2011845.750000 Penalty: 4761.875977
	Iteration 14Q: 3 clusters Score -2011846 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2012032.250000 Penalty: 4761.875977
	Iteration 15Q: 3 clusters Score -2012032 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2012200.375000 Penalty: 4761.875977
	Iteration 16Q: 3 clusters Score -2012200 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2012320.000000 Penalty: 4761.875977
	Iteration 17Q: 3 clusters Score -2012320 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2012410.500000 Penalty: 4761.875977
	Iteration 18Q: 3 clusters Score -2012410 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2012473.250000 Penalty: 4761.875977
	Iteration 19Q: 3 clusters Score -2012473 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2012513.750000 Penalty: 4761.875977
	Iteration 20F: 3 clusters Score -2012514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2012546.875000 Penalty: 4761.875977
	Iteration 21Q: 3 clusters Score -2012547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2012575.625000 Penalty: 4761.875977
	Iteration 22Q: 3 clusters Score -2012576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2012604.625000 Penalty: 4761.875977
	Iteration 23Q: 3 clusters Score -2012605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2012617.125000 Penalty: 4761.875977
	Iteration 24Q: 3 clusters Score -2012617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2012624.500000 Penalty: 4761.875977
	Iteration 25Q: 3 clusters Score -2012624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2012629.875000 Penalty: 4761.875977
	Iteration 26Q: 3 clusters Score -2012630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2012636.500000 Penalty: 4761.875977
	Iteration 27Q: 3 clusters Score -2012636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2012641.875000 Penalty: 4761.875977
	Iteration 28Q: 3 clusters Score -2012642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2012644.750000 Penalty: 4761.875977
	Iteration 29Q: 3 clusters Score -2012645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2012642.875000 Penalty: 4761.875977
	Iteration 30Q: 3 clusters Score -2012643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2012642.875000 Penalty: 4761.875977
	Iteration 31F: 3 clusters Score -2012643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61834 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36483 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28922 members 
Mstep: Class 12 contains 85036 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276463 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23996 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 144713 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234472.000000 Penalty: 91853.718750
Iteration 439Q: 28 clusters Score -1.222345e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61837 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36484 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28920 members 
Mstep: Class 12 contains 85028 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276465 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23997 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 144716 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234464.000000 Penalty: 91853.718750
Iteration 440F: 28 clusters Score -1.222345e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61838 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36484 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28921 members 
Mstep: Class 12 contains 85020 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276470 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23997 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25682 members 
Mstep: Class 19 contains 144716 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234504.000000 Penalty: 91853.718750
Iteration 441Q: 28 clusters Score -1.222345e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61841 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36484 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28921 members 
Mstep: Class 12 contains 85017 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276471 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23997 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 144715 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234504.000000 Penalty: 91853.718750
Iteration 442Q: 28 clusters Score -1.222345e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61844 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48934 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36485 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28921 members 
Mstep: Class 12 contains 85016 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276467 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23997 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 144715 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234528.000000 Penalty: 91853.718750
Iteration 443Q: 28 clusters Score -1.222345e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61848 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48934 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36486 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28920 members 
Mstep: Class 12 contains 85018 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276463 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23996 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 144714 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234480.000000 Penalty: 91853.718750
Iteration 444Q: 28 clusters Score -1.222345e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61854 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48933 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36484 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28920 members 
Mstep: Class 12 contains 85014 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276463 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23997 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 144714 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234496.000000 Penalty: 91853.718750
Iteration 445Q: 28 clusters Score -1.222345e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32220 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61859 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48932 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36482 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28918 members 
Mstep: Class 12 contains 85010 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276465 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23996 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25682 members 
Mstep: Class 19 contains 144716 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234536.000000 Penalty: 91853.718750
Iteration 446Q: 28 clusters Score -1.222345e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32219 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61869 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48932 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36481 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28916 members 
Mstep: Class 12 contains 85006 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276461 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144719 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234584.000000 Penalty: 91853.718750
Iteration 447Q: 28 clusters Score -1.222346e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32219 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61879 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48931 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36480 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28915 members 
Mstep: Class 12 contains 84999 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276459 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144721 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234464.000000 Penalty: 91853.718750
Iteration 448Q: 28 clusters Score -1.222345e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32219 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61889 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48931 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36480 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28914 members 
Mstep: Class 12 contains 84999 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276447 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144724 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234472.000000 Penalty: 91853.718750
Iteration 449Q: 28 clusters Score -1.222345e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32219 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61902 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48931 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36479 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28912 members 
Mstep: Class 12 contains 85003 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276439 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23991 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144722 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234408.000000 Penalty: 91853.718750
Iteration 450Q: 28 clusters Score -1.222344e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32219 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61906 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48931 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36476 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28910 members 
Mstep: Class 12 contains 85006 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276437 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23989 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144723 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6763 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234448.000000 Penalty: 91853.718750
Iteration 451Q: 28 clusters Score -1.222344e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61913 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48931 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36475 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28910 members 
Mstep: Class 12 contains 85003 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276435 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23987 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144724 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6764 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234464.000000 Penalty: 91853.718750
Iteration 452Q: 28 clusters Score -1.222345e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32216 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2993 members 
Mstep: Class 5 contains 61921 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48930 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36474 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28910 members 
Mstep: Class 12 contains 85008 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276427 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23989 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144720 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234432.000000 Penalty: 91853.718750
Iteration 453Q: 28 clusters Score -1.222344e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32216 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61926 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36473 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28909 members 
Mstep: Class 12 contains 85012 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276418 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23991 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144723 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234440.000000 Penalty: 91853.718750
Iteration 454Q: 28 clusters Score -1.222344e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32216 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61927 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36472 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28909 members 
Mstep: Class 12 contains 85015 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276411 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23994 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144724 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234400.000000 Penalty: 91853.718750
Iteration 455Q: 28 clusters Score -1.222344e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32216 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61930 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36471 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28909 members 
Mstep: Class 12 contains 85016 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276410 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23993 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144723 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234456.000000 Penalty: 91853.718750
Iteration 456Q: 28 clusters Score -1.222345e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32216 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61933 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36469 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28909 members 
Mstep: Class 12 contains 85015 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276407 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23994 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25682 members 
Mstep: Class 19 contains 144725 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234544.000000 Penalty: 91853.718750
Iteration 457Q: 28 clusters Score -1.222345e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32216 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61938 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36467 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28908 members 
Mstep: Class 12 contains 85012 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276407 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25682 members 
Mstep: Class 19 contains 144725 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234528.000000 Penalty: 91853.718750
Iteration 458Q: 28 clusters Score -1.222345e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32216 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61946 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36463 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28907 members 
Mstep: Class 12 contains 85007 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276408 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23995 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25682 members 
Mstep: Class 19 contains 144726 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234472.000000 Penalty: 91853.718750
Iteration 459Q: 28 clusters Score -1.222345e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32216 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61952 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36458 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28906 members 
Mstep: Class 12 contains 85003 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276411 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23997 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25681 members 
Mstep: Class 19 contains 144726 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234520.000000 Penalty: 91853.718750
Iteration 460F: 28 clusters Score -1.222345e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32217 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61960 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36452 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28903 members 
Mstep: Class 12 contains 85001 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276415 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 23999 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 144723 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234440.000000 Penalty: 91853.718750
Iteration 461Q: 28 clusters Score -1.222344e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32217 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61963 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36450 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28902 members 
Mstep: Class 12 contains 84996 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276417 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24002 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 144723 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234472.000000 Penalty: 91853.718750
Iteration 462Q: 28 clusters Score -1.222345e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32217 members 
Mstep: Class 3 contains 8546 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61966 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36452 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28897 members 
Mstep: Class 12 contains 84998 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276412 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24003 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 144725 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234496.000000 Penalty: 91853.718750
Iteration 463Q: 28 clusters Score -1.222345e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32217 members 
Mstep: Class 3 contains 8547 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61971 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36451 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28896 members 
Mstep: Class 12 contains 85000 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276408 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24004 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25680 members 
Mstep: Class 19 contains 144722 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234464.000000 Penalty: 91853.718750
Iteration 464Q: 28 clusters Score -1.222345e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32217 members 
Mstep: Class 3 contains 8548 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61975 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36449 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28896 members 
Mstep: Class 12 contains 85001 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276401 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24004 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25682 members 
Mstep: Class 19 contains 144722 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234528.000000 Penalty: 91853.718750
Iteration 465Q: 28 clusters Score -1.222345e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32217 members 
Mstep: Class 3 contains 8549 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61979 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36439 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28895 members 
Mstep: Class 12 contains 85009 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276399 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24004 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144721 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234504.000000 Penalty: 91853.718750
Iteration 466Q: 28 clusters Score -1.222345e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32217 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61986 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48930 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36430 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28895 members 
Mstep: Class 12 contains 85008 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276397 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24007 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144722 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234480.000000 Penalty: 91853.718750
Iteration 467Q: 28 clusters Score -1.222345e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32217 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 61997 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48930 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36421 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28892 members 
Mstep: Class 12 contains 85009 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276400 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24007 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144719 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234464.000000 Penalty: 91853.718750
Iteration 468Q: 28 clusters Score -1.222345e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32217 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62000 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48930 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36415 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28890 members 
Mstep: Class 12 contains 85012 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276402 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24008 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25682 members 
Mstep: Class 19 contains 144719 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234512.000000 Penalty: 91853.718750
Iteration 469Q: 28 clusters Score -1.222345e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62003 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36412 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28889 members 
Mstep: Class 12 contains 85008 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276406 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24009 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25683 members 
Mstep: Class 19 contains 144718 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234424.000000 Penalty: 91853.718750
Iteration 470Q: 28 clusters Score -1.222344e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62007 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36407 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 85005 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276409 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24011 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25684 members 
Mstep: Class 19 contains 144717 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234440.000000 Penalty: 91853.718750
Iteration 471Q: 28 clusters Score -1.222344e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62013 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36402 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 85000 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276414 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24011 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25686 members 
Mstep: Class 19 contains 144715 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234392.000000 Penalty: 91853.718750
Iteration 472Q: 28 clusters Score -1.222344e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62019 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36401 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 84998 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276411 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24012 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25686 members 
Mstep: Class 19 contains 144715 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234448.000000 Penalty: 91853.718750
Iteration 473Q: 28 clusters Score -1.222344e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32219 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62023 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48929 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36396 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 84994 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276412 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24015 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25687 members 
Mstep: Class 19 contains 144714 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234480.000000 Penalty: 91853.718750
Iteration 474Q: 28 clusters Score -1.222345e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8550 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62026 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48928 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36393 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28889 members 
Mstep: Class 12 contains 84995 members 
Mstep: Class 13 contains 29452 members 
Mstep: Class 14 contains 276411 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24017 members 
Mstep: Class 17 contains 11322 members 
Mstep: Class 18 contains 25687 members 
Mstep: Class 19 contains 144713 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234536.000000 Penalty: 91853.718750
Iteration 475Q: 28 clusters Score -1.222345e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8551 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62028 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48926 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36392 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28889 members 
Mstep: Class 12 contains 84992 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276410 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24020 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25687 members 
Mstep: Class 19 contains 144712 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234504.000000 Penalty: 91853.718750
Iteration 476Q: 28 clusters Score -1.222345e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8554 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62029 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48925 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36392 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 84989 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276410 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 25688 members 
Mstep: Class 19 contains 144710 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234440.000000 Penalty: 91853.718750
Iteration 477Q: 28 clusters Score -1.222344e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62031 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48925 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 84989 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276408 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144708 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234440.000000 Penalty: 91853.718750
Iteration 478Q: 28 clusters Score -1.222344e+08 nChanged 8
Entering ConstructFrom: 
Score: -122234440.000000 Penalty: 91853.718750
Entering ConstructFrom: 
Trying to split cluster 1 (49590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Entering Unmasked Estep 
Score: -6667020.000000 Penalty: 2681.262939
	Iteration 0F: 2 clusters Score -6667020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -6633585.000000 Penalty: 5362.525879
	Iteration 0F: 3 clusters Score -6633585 nChanged 22869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -6646233.500000 Penalty: 5362.525879
	Iteration 1F: 3 clusters Score -6646234 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -6646771.000000 Penalty: 5362.525879
	Iteration 2Q: 3 clusters Score -6646771 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -6647267.000000 Penalty: 5362.525879
	Iteration 3Q: 3 clusters Score -6647267 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -6647780.500000 Penalty: 5362.525879
	Iteration 4Q: 3 clusters Score -6647780 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -6648475.500000 Penalty: 5362.525879
	Iteration 5Q: 3 clusters Score -6648476 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -6649638.000000 Penalty: 5362.525879
	Iteration 6Q: 3 clusters Score -6649638 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -6651583.500000 Penalty: 5362.525879
	Iteration 7F: 3 clusters Score -6651584 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -6654319.000000 Penalty: 5362.525879
	Iteration 8F: 3 clusters Score -6654319 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -6656998.500000 Penalty: 5362.525879
	Iteration 9F: 3 clusters Score -6656998 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -6659122.500000 Penalty: 5362.525879
	Iteration 10F: 3 clusters Score -6659122 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -6660441.000000 Penalty: 5362.525879
	Iteration 11F: 3 clusters Score -6660441 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -6661324.000000 Penalty: 5362.525879
	Iteration 12Q: 3 clusters Score -6661324 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -6661872.000000 Penalty: 5362.525879
	Iteration 13Q: 3 clusters Score -6661872 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -6662267.500000 Penalty: 5362.525879
	Iteration 14Q: 3 clusters Score -6662268 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -6662633.500000 Penalty: 5362.525879
	Iteration 15Q: 3 clusters Score -6662634 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -6663005.000000 Penalty: 5362.525879
	Iteration 16Q: 3 clusters Score -6663005 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -6663360.500000 Penalty: 5362.525879
	Iteration 17Q: 3 clusters Score -6663360 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -6663674.000000 Penalty: 5362.525879
	Iteration 18Q: 3 clusters Score -6663674 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -6663896.500000 Penalty: 5362.525879
	Iteration 19Q: 3 clusters Score -6663896 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -6664031.500000 Penalty: 5362.525879
	Iteration 20F: 3 clusters Score -6664032 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -6664169.500000 Penalty: 5362.525879
	Iteration 21Q: 3 clusters Score -6664170 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -6664268.500000 Penalty: 5362.525879
	Iteration 22Q: 3 clusters Score -6664268 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -6664360.500000 Penalty: 5362.525879
	Iteration 23Q: 3 clusters Score -6664360 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -6664425.500000 Penalty: 5362.525879
	Iteration 24Q: 3 clusters Score -6664426 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -6664478.500000 Penalty: 5362.525879
	Iteration 25Q: 3 clusters Score -6664478 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -6664505.000000 Penalty: 5362.525879
	Iteration 26Q: 3 clusters Score -6664505 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -6664520.000000 Penalty: 5362.525879
	Iteration 27Q: 3 clusters Score -6664520 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -6664529.500000 Penalty: 5362.525879
	Iteration 28Q: 3 clusters Score -6664530 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -6664541.500000 Penalty: 5362.525879
	Iteration 29Q: 3 clusters Score -6664542 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -6664541.500000 Penalty: 5362.525879
	Iteration 30Q: 3 clusters Score -6664542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -6664522.500000 Penalty: 5362.525879
	Iteration 31Q: 3 clusters Score -6664522 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -6664536.000000 Penalty: 5362.525879
	Iteration 32Q: 3 clusters Score -6664536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -6664544.500000 Penalty: 5362.525879
	Iteration 33Q: 3 clusters Score -6664544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -6664551.000000 Penalty: 5362.525879
	Iteration 34Q: 3 clusters Score -6664551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -6664547.500000 Penalty: 5362.525879
	Iteration 35Q: 3 clusters Score -6664548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -6664551.000000 Penalty: 5362.525879
	Iteration 36Q: 3 clusters Score -6664551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 24949 members 
Entering Unmasked Estep 
Score: -6664543.000000 Penalty: 5362.525879
	Iteration 37Q: 3 clusters Score -6664543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -6664551.000000 Penalty: 5362.525879
	Iteration 38Q: 3 clusters Score -6664551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -6664539.000000 Penalty: 5362.525879
	Iteration 39Q: 3 clusters Score -6664539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6664539.500000 Penalty: 5362.525879
	Iteration 40F: 3 clusters Score -6664540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6664542.500000 Penalty: 5362.525879
	Iteration 41Q: 3 clusters Score -6664542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6664545.500000 Penalty: 5362.525879
	Iteration 42Q: 3 clusters Score -6664546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -6664546.000000 Penalty: 5362.525879
	Iteration 43Q: 3 clusters Score -6664546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -6664544.500000 Penalty: 5362.525879
	Iteration 44Q: 3 clusters Score -6664544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -6664552.500000 Penalty: 5362.525879
	Iteration 45Q: 3 clusters Score -6664552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -6664549.500000 Penalty: 5362.525879
	Iteration 46Q: 3 clusters Score -6664550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -6664554.000000 Penalty: 5362.525879
	Iteration 47Q: 3 clusters Score -6664554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -6664556.500000 Penalty: 5362.525879
	Iteration 48Q: 3 clusters Score -6664556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -6664551.000000 Penalty: 5362.525879
	Iteration 49Q: 3 clusters Score -6664551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -6664555.500000 Penalty: 5362.525879
	Iteration 50Q: 3 clusters Score -6664556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -6664557.500000 Penalty: 5362.525879
	Iteration 51Q: 3 clusters Score -6664558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -6664556.500000 Penalty: 5362.525879
	Iteration 52Q: 3 clusters Score -6664556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -6664556.500000 Penalty: 5362.525879
	Iteration 53F: 3 clusters Score -6664556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (32218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Entering Unmasked Estep 
Score: -4402213.000000 Penalty: 2574.309570
	Iteration 0F: 2 clusters Score -4402213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -4380295.500000 Penalty: 5148.619141
	Iteration 0F: 3 clusters Score -4380296 nChanged 14557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -4388356.000000 Penalty: 5148.619141
	Iteration 1F: 3 clusters Score -4388356 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4388884.000000 Penalty: 5148.619141
	Iteration 2Q: 3 clusters Score -4388884 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -4389359.500000 Penalty: 5148.619141
	Iteration 3Q: 3 clusters Score -4389360 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -4389823.500000 Penalty: 5148.619141
	Iteration 4Q: 3 clusters Score -4389824 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -4390374.000000 Penalty: 5148.619141
	Iteration 5Q: 3 clusters Score -4390374 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -4391086.500000 Penalty: 5148.619141
	Iteration 6Q: 3 clusters Score -4391086 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -4391994.500000 Penalty: 5148.619141
	Iteration 7F: 3 clusters Score -4391994 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -4393180.000000 Penalty: 5148.619141
	Iteration 8F: 3 clusters Score -4393180 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -4394627.500000 Penalty: 5148.619141
	Iteration 9F: 3 clusters Score -4394628 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -4396226.000000 Penalty: 5148.619141
	Iteration 10F: 3 clusters Score -4396226 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -4397663.000000 Penalty: 5148.619141
	Iteration 11F: 3 clusters Score -4397663 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -4398682.000000 Penalty: 5148.619141
	Iteration 12Q: 3 clusters Score -4398682 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -4399328.000000 Penalty: 5148.619141
	Iteration 13Q: 3 clusters Score -4399328 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -4399723.000000 Penalty: 5148.619141
	Iteration 14Q: 3 clusters Score -4399723 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -4399981.500000 Penalty: 5148.619141
	Iteration 15Q: 3 clusters Score -4399982 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -4400139.500000 Penalty: 5148.619141
	Iteration 16Q: 3 clusters Score -4400140 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -4400250.500000 Penalty: 5148.619141
	Iteration 17Q: 3 clusters Score -4400250 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -4400329.000000 Penalty: 5148.619141
	Iteration 18Q: 3 clusters Score -4400329 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -4400416.000000 Penalty: 5148.619141
	Iteration 19Q: 3 clusters Score -4400416 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -4400465.500000 Penalty: 5148.619141
	Iteration 20F: 3 clusters Score -4400466 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4400491.000000 Penalty: 5148.619141
	Iteration 21Q: 3 clusters Score -4400491 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -4400523.500000 Penalty: 5148.619141
	Iteration 22Q: 3 clusters Score -4400524 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -4400549.500000 Penalty: 5148.619141
	Iteration 23Q: 3 clusters Score -4400550 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -4400581.500000 Penalty: 5148.619141
	Iteration 24Q: 3 clusters Score -4400582 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -4400627.000000 Penalty: 5148.619141
	Iteration 25Q: 3 clusters Score -4400627 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4400656.500000 Penalty: 5148.619141
	Iteration 26Q: 3 clusters Score -4400656 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -4400687.500000 Penalty: 5148.619141
	Iteration 27Q: 3 clusters Score -4400688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4400693.500000 Penalty: 5148.619141
	Iteration 28Q: 3 clusters Score -4400694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -4400707.000000 Penalty: 5148.619141
	Iteration 29Q: 3 clusters Score -4400707 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -4400714.500000 Penalty: 5148.619141
	Iteration 30Q: 3 clusters Score -4400714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29185 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -4400728.500000 Penalty: 5148.619141
	Iteration 31Q: 3 clusters Score -4400728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -4400741.000000 Penalty: 5148.619141
	Iteration 32Q: 3 clusters Score -4400741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -4400739.000000 Penalty: 5148.619141
	Iteration 33Q: 3 clusters Score -4400739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4400742.000000 Penalty: 5148.619141
	Iteration 34Q: 3 clusters Score -4400742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4400748.000000 Penalty: 5148.619141
	Iteration 35Q: 3 clusters Score -4400748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -4400759.000000 Penalty: 5148.619141
	Iteration 36Q: 3 clusters Score -4400759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29339 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -4400762.500000 Penalty: 5148.619141
	Iteration 37Q: 3 clusters Score -4400762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -4400771.500000 Penalty: 5148.619141
	Iteration 38Q: 3 clusters Score -4400772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -4400771.500000 Penalty: 5148.619141
	Iteration 39Q: 3 clusters Score -4400772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -4400773.500000 Penalty: 5148.619141
	Iteration 40F: 3 clusters Score -4400774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29435 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4400786.000000 Penalty: 5148.619141
	Iteration 41Q: 3 clusters Score -4400786 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4400785.500000 Penalty: 5148.619141
	Iteration 42Q: 3 clusters Score -4400786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4400784.500000 Penalty: 5148.619141
	Iteration 43Q: 3 clusters Score -4400784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -4400797.000000 Penalty: 5148.619141
	Iteration 44Q: 3 clusters Score -4400797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -4400797.000000 Penalty: 5148.619141
	Iteration 45Q: 3 clusters Score -4400797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -4400801.000000 Penalty: 5148.619141
	Iteration 46Q: 3 clusters Score -4400801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4400797.000000 Penalty: 5148.619141
	Iteration 47Q: 3 clusters Score -4400797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4400799.000000 Penalty: 5148.619141
	Iteration 48Q: 3 clusters Score -4400799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4400804.500000 Penalty: 5148.619141
	Iteration 49Q: 3 clusters Score -4400804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -4400806.000000 Penalty: 5148.619141
	Iteration 50Q: 3 clusters Score -4400806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29612 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -4400810.000000 Penalty: 5148.619141
	Iteration 51Q: 3 clusters Score -4400810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -4400810.500000 Penalty: 5148.619141
	Iteration 52Q: 3 clusters Score -4400810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29624 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4400802.500000 Penalty: 5148.619141
	Iteration 53Q: 3 clusters Score -4400802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4400802.000000 Penalty: 5148.619141
	Iteration 54Q: 3 clusters Score -4400802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4400811.500000 Penalty: 5148.619141
	Iteration 55Q: 3 clusters Score -4400812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -4400812.000000 Penalty: 5148.619141
	Iteration 56Q: 3 clusters Score -4400812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4400807.500000 Penalty: 5148.619141
	Iteration 57Q: 3 clusters Score -4400808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29663 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -4400813.500000 Penalty: 5148.619141
	Iteration 58Q: 3 clusters Score -4400814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -4400813.500000 Penalty: 5148.619141
	Iteration 59Q: 3 clusters Score -4400814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4400817.500000 Penalty: 5148.619141
	Iteration 60F: 3 clusters Score -4400818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -4400819.000000 Penalty: 5148.619141
	Iteration 61Q: 3 clusters Score -4400819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -4400819.000000 Penalty: 5148.619141
	Iteration 62Q: 3 clusters Score -4400819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4400815.500000 Penalty: 5148.619141
	Iteration 63Q: 3 clusters Score -4400816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4400814.500000 Penalty: 5148.619141
	Iteration 64Q: 3 clusters Score -4400814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4400814.500000 Penalty: 5148.619141
	Iteration 65F: 3 clusters Score -4400814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Entering Unmasked Estep 
Score: -1160989.375000 Penalty: 2245.459229
	Iteration 0F: 2 clusters Score -1160989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1154205.750000 Penalty: 4490.918457
	Iteration 0F: 3 clusters Score -1154206 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1156072.625000 Penalty: 4490.918457
	Iteration 1F: 3 clusters Score -1156073 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1156362.000000 Penalty: 4490.918457
	Iteration 2F: 3 clusters Score -1156362 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1156579.875000 Penalty: 4490.918457
	Iteration 3F: 3 clusters Score -1156580 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1156745.250000 Penalty: 4490.918457
	Iteration 4Q: 3 clusters Score -1156745 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1156904.125000 Penalty: 4490.918457
	Iteration 5Q: 3 clusters Score -1156904 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1157037.750000 Penalty: 4490.918457
	Iteration 6Q: 3 clusters Score -1157038 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1157145.375000 Penalty: 4490.918457
	Iteration 7Q: 3 clusters Score -1157145 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1157240.125000 Penalty: 4490.918457
	Iteration 8Q: 3 clusters Score -1157240 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1157328.875000 Penalty: 4490.918457
	Iteration 9Q: 3 clusters Score -1157329 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1157417.375000 Penalty: 4490.918457
	Iteration 10Q: 3 clusters Score -1157417 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1157511.750000 Penalty: 4490.918457
	Iteration 11Q: 3 clusters Score -1157512 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1157609.250000 Penalty: 4490.918457
	Iteration 12Q: 3 clusters Score -1157609 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1157700.250000 Penalty: 4490.918457
	Iteration 13Q: 3 clusters Score -1157700 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1157774.250000 Penalty: 4490.918457
	Iteration 14Q: 3 clusters Score -1157774 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1157861.875000 Penalty: 4490.918457
	Iteration 15Q: 3 clusters Score -1157862 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1157960.625000 Penalty: 4490.918457
	Iteration 16Q: 3 clusters Score -1157961 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1158058.375000 Penalty: 4490.918457
	Iteration 17Q: 3 clusters Score -1158058 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1158167.125000 Penalty: 4490.918457
	Iteration 18Q: 3 clusters Score -1158167 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1158288.375000 Penalty: 4490.918457
	Iteration 19Q: 3 clusters Score -1158288 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1158405.250000 Penalty: 4490.918457
	Iteration 20F: 3 clusters Score -1158405 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1158506.250000 Penalty: 4490.918457
	Iteration 21Q: 3 clusters Score -1158506 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1158583.750000 Penalty: 4490.918457
	Iteration 22Q: 3 clusters Score -1158584 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1158661.125000 Penalty: 4490.918457
	Iteration 23Q: 3 clusters Score -1158661 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1158737.000000 Penalty: 4490.918457
	Iteration 24Q: 3 clusters Score -1158737 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1158804.875000 Penalty: 4490.918457
	Iteration 25Q: 3 clusters Score -1158805 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1158862.250000 Penalty: 4490.918457
	Iteration 26Q: 3 clusters Score -1158862 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1158906.625000 Penalty: 4490.918457
	Iteration 27Q: 3 clusters Score -1158907 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1158941.125000 Penalty: 4490.918457
	Iteration 28Q: 3 clusters Score -1158941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1158964.875000 Penalty: 4490.918457
	Iteration 29Q: 3 clusters Score -1158965 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1158981.625000 Penalty: 4490.918457
	Iteration 30Q: 3 clusters Score -1158982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1158996.750000 Penalty: 4490.918457
	Iteration 31Q: 3 clusters Score -1158997 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1159017.125000 Penalty: 4490.918457
	Iteration 32Q: 3 clusters Score -1159017 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1159038.125000 Penalty: 4490.918457
	Iteration 33Q: 3 clusters Score -1159038 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1159056.875000 Penalty: 4490.918457
	Iteration 34Q: 3 clusters Score -1159057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1159084.000000 Penalty: 4490.918457
	Iteration 35Q: 3 clusters Score -1159084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1159106.375000 Penalty: 4490.918457
	Iteration 36Q: 3 clusters Score -1159106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1159122.750000 Penalty: 4490.918457
	Iteration 37Q: 3 clusters Score -1159123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1159134.000000 Penalty: 4490.918457
	Iteration 38Q: 3 clusters Score -1159134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1159145.625000 Penalty: 4490.918457
	Iteration 39Q: 3 clusters Score -1159146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1159154.375000 Penalty: 4490.918457
	Iteration 40F: 3 clusters Score -1159154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1159156.250000 Penalty: 4490.918457
	Iteration 41Q: 3 clusters Score -1159156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1159155.500000 Penalty: 4490.918457
	Iteration 42Q: 3 clusters Score -1159156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1159159.875000 Penalty: 4490.918457
	Iteration 43Q: 3 clusters Score -1159160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1159158.750000 Penalty: 4490.918457
	Iteration 44Q: 3 clusters Score -1159159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1159158.750000 Penalty: 4490.918457
	Iteration 45F: 3 clusters Score -1159159 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Entering Unmasked Estep 
Score: -425784.781250 Penalty: 1984.916992
	Iteration 0F: 2 clusters Score -425784.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -422579.250000 Penalty: 3969.833984
	Iteration 0F: 3 clusters Score -422579.2 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -423193.187500 Penalty: 3969.833984
	Iteration 1F: 3 clusters Score -423193.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -423340.218750 Penalty: 3969.833984
	Iteration 2F: 3 clusters Score -423340.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -423424.937500 Penalty: 3969.833984
	Iteration 3Q: 3 clusters Score -423424.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -423481.125000 Penalty: 3969.833984
	Iteration 4Q: 3 clusters Score -423481.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -423515.437500 Penalty: 3969.833984
	Iteration 5Q: 3 clusters Score -423515.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -423535.781250 Penalty: 3969.833984
	Iteration 6Q: 3 clusters Score -423535.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -423550.468750 Penalty: 3969.833984
	Iteration 7Q: 3 clusters Score -423550.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -423568.000000 Penalty: 3969.833984
	Iteration 8Q: 3 clusters Score -423568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -423583.250000 Penalty: 3969.833984
	Iteration 9Q: 3 clusters Score -423583.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -423602.625000 Penalty: 3969.833984
	Iteration 10Q: 3 clusters Score -423602.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -423616.625000 Penalty: 3969.833984
	Iteration 11Q: 3 clusters Score -423616.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -423636.843750 Penalty: 3969.833984
	Iteration 12Q: 3 clusters Score -423636.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -423652.875000 Penalty: 3969.833984
	Iteration 13Q: 3 clusters Score -423652.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -423668.468750 Penalty: 3969.833984
	Iteration 14Q: 3 clusters Score -423668.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -423685.062500 Penalty: 3969.833984
	Iteration 15Q: 3 clusters Score -423685.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -423701.500000 Penalty: 3969.833984
	Iteration 16Q: 3 clusters Score -423701.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -423720.156250 Penalty: 3969.833984
	Iteration 17Q: 3 clusters Score -423720.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -423740.125000 Penalty: 3969.833984
	Iteration 18Q: 3 clusters Score -423740.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -423761.625000 Penalty: 3969.833984
	Iteration 19Q: 3 clusters Score -423761.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -423784.312500 Penalty: 3969.833984
	Iteration 20F: 3 clusters Score -423784.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -423800.000000 Penalty: 3969.833984
	Iteration 21Q: 3 clusters Score -423800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -423809.562500 Penalty: 3969.833984
	Iteration 22Q: 3 clusters Score -423809.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -423816.250000 Penalty: 3969.833984
	Iteration 23Q: 3 clusters Score -423816.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -423819.687500 Penalty: 3969.833984
	Iteration 24Q: 3 clusters Score -423819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -423819.968750 Penalty: 3969.833984
	Iteration 25Q: 3 clusters Score -423820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -423821.593750 Penalty: 3969.833984
	Iteration 26Q: 3 clusters Score -423821.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -423823.156250 Penalty: 3969.833984
	Iteration 27Q: 3 clusters Score -423823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -423824.187500 Penalty: 3969.833984
	Iteration 28Q: 3 clusters Score -423824.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -423826.406250 Penalty: 3969.833984
	Iteration 29Q: 3 clusters Score -423826.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -423830.468750 Penalty: 3969.833984
	Iteration 30Q: 3 clusters Score -423830.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -423834.812500 Penalty: 3969.833984
	Iteration 31Q: 3 clusters Score -423834.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -423839.468750 Penalty: 3969.833984
	Iteration 32Q: 3 clusters Score -423839.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -423844.031250 Penalty: 3969.833984
	Iteration 33Q: 3 clusters Score -423844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -423852.250000 Penalty: 3969.833984
	Iteration 34Q: 3 clusters Score -423852.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -423860.125000 Penalty: 3969.833984
	Iteration 35Q: 3 clusters Score -423860.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -423863.000000 Penalty: 3969.833984
	Iteration 36Q: 3 clusters Score -423863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -423864.468750 Penalty: 3969.833984
	Iteration 37Q: 3 clusters Score -423864.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -423867.031250 Penalty: 3969.833984
	Iteration 38Q: 3 clusters Score -423867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -423871.718750 Penalty: 3969.833984
	Iteration 39Q: 3 clusters Score -423871.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -423873.781250 Penalty: 3969.833984
	Iteration 40F: 3 clusters Score -423873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -423876.000000 Penalty: 3969.833984
	Iteration 41Q: 3 clusters Score -423876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -423879.156250 Penalty: 3969.833984
	Iteration 42Q: 3 clusters Score -423879.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -423881.875000 Penalty: 3969.833984
	Iteration 43Q: 3 clusters Score -423881.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -423883.125000 Penalty: 3969.833984
	Iteration 44Q: 3 clusters Score -423883.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -423886.593750 Penalty: 3969.833984
	Iteration 45Q: 3 clusters Score -423886.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -423891.906250 Penalty: 3969.833984
	Iteration 46Q: 3 clusters Score -423891.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -423897.093750 Penalty: 3969.833984
	Iteration 47Q: 3 clusters Score -423897.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -423900.281250 Penalty: 3969.833984
	Iteration 48Q: 3 clusters Score -423900.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -423905.968750 Penalty: 3969.833984
	Iteration 49Q: 3 clusters Score -423906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -423910.375000 Penalty: 3969.833984
	Iteration 50Q: 3 clusters Score -423910.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -423916.281250 Penalty: 3969.833984
	Iteration 51Q: 3 clusters Score -423916.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -423920.437500 Penalty: 3969.833984
	Iteration 52Q: 3 clusters Score -423920.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -423923.125000 Penalty: 3969.833984
	Iteration 53Q: 3 clusters Score -423923.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -423929.250000 Penalty: 3969.833984
	Iteration 54Q: 3 clusters Score -423929.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -423932.437500 Penalty: 3969.833984
	Iteration 55Q: 3 clusters Score -423932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -423936.593750 Penalty: 3969.833984
	Iteration 56Q: 3 clusters Score -423936.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -423940.812500 Penalty: 3969.833984
	Iteration 57Q: 3 clusters Score -423940.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -423947.718750 Penalty: 3969.833984
	Iteration 58Q: 3 clusters Score -423947.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -423954.125000 Penalty: 3969.833984
	Iteration 59Q: 3 clusters Score -423954.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -423966.000000 Penalty: 3969.833984
	Iteration 60F: 3 clusters Score -423966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -423976.531250 Penalty: 3969.833984
	Iteration 61Q: 3 clusters Score -423976.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -423985.968750 Penalty: 3969.833984
	Iteration 62Q: 3 clusters Score -423986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -423999.906250 Penalty: 3969.833984
	Iteration 63Q: 3 clusters Score -423999.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -424010.562500 Penalty: 3969.833984
	Iteration 64Q: 3 clusters Score -424010.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -424020.968750 Penalty: 3969.833984
	Iteration 65Q: 3 clusters Score -424021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -424027.593750 Penalty: 3969.833984
	Iteration 66Q: 3 clusters Score -424027.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -424034.562500 Penalty: 3969.833984
	Iteration 67Q: 3 clusters Score -424034.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -424040.843750 Penalty: 3969.833984
	Iteration 68Q: 3 clusters Score -424040.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -424049.781250 Penalty: 3969.833984
	Iteration 69Q: 3 clusters Score -424049.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -424059.375000 Penalty: 3969.833984
	Iteration 70Q: 3 clusters Score -424059.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -424065.875000 Penalty: 3969.833984
	Iteration 71Q: 3 clusters Score -424065.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -424069.843750 Penalty: 3969.833984
	Iteration 72Q: 3 clusters Score -424069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -424072.968750 Penalty: 3969.833984
	Iteration 73Q: 3 clusters Score -424073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -424076.750000 Penalty: 3969.833984
	Iteration 74Q: 3 clusters Score -424076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -424077.843750 Penalty: 3969.833984
	Iteration 75Q: 3 clusters Score -424077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -424082.406250 Penalty: 3969.833984
	Iteration 76Q: 3 clusters Score -424082.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -424084.625000 Penalty: 3969.833984
	Iteration 77Q: 3 clusters Score -424084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -424086.343750 Penalty: 3969.833984
	Iteration 78Q: 3 clusters Score -424086.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -424086.500000 Penalty: 3969.833984
	Iteration 79Q: 3 clusters Score -424086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -424087.281250 Penalty: 3969.833984
	Iteration 80F: 3 clusters Score -424087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -424089.000000 Penalty: 3969.833984
	Iteration 81Q: 3 clusters Score -424089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -424092.375000 Penalty: 3969.833984
	Iteration 82Q: 3 clusters Score -424092.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -424094.906250 Penalty: 3969.833984
	Iteration 83Q: 3 clusters Score -424094.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -424095.437500 Penalty: 3969.833984
	Iteration 84Q: 3 clusters Score -424095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -424095.781250 Penalty: 3969.833984
	Iteration 85Q: 3 clusters Score -424095.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -424095.781250 Penalty: 3969.833984
	Iteration 86F: 3 clusters Score -424095.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62031 members 
Entering Unmasked Estep 
Score: -8383677.500000 Penalty: 2736.776611
	Iteration 0F: 2 clusters Score -8383678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -8342168.000000 Penalty: 5473.553223
	Iteration 0F: 3 clusters Score -8342168 nChanged 28738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29720 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -8358408.500000 Penalty: 5473.553223
	Iteration 1F: 3 clusters Score -8358408 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -8359086.000000 Penalty: 5473.553223
	Iteration 2Q: 3 clusters Score -8359086 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -8359839.500000 Penalty: 5473.553223
	Iteration 3Q: 3 clusters Score -8359840 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -8360673.000000 Penalty: 5473.553223
	Iteration 4Q: 3 clusters Score -8360673 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -8362027.000000 Penalty: 5473.553223
	Iteration 5Q: 3 clusters Score -8362027 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -8364291.000000 Penalty: 5473.553223
	Iteration 6F: 3 clusters Score -8364291 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -8367783.000000 Penalty: 5473.553223
	Iteration 7F: 3 clusters Score -8367783 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 51289 members 
Entering Unmasked Estep 
Score: -8372263.500000 Penalty: 5473.553223
	Iteration 8F: 3 clusters Score -8372264 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -8376545.000000 Penalty: 5473.553223
	Iteration 9F: 3 clusters Score -8376545 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 58488 members 
Entering Unmasked Estep 
Score: -8379387.000000 Penalty: 5473.553223
	Iteration 10Q: 3 clusters Score -8379387 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 59929 members 
Entering Unmasked Estep 
Score: -8380906.000000 Penalty: 5473.553223
	Iteration 11Q: 3 clusters Score -8380906 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 60490 members 
Entering Unmasked Estep 
Score: -8381597.000000 Penalty: 5473.553223
	Iteration 12Q: 3 clusters Score -8381597 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -8381861.000000 Penalty: 5473.553223
	Iteration 13Q: 3 clusters Score -8381861 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 60758 members 
Entering Unmasked Estep 
Score: -8382035.500000 Penalty: 5473.553223
	Iteration 14Q: 3 clusters Score -8382036 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 60807 members 
Entering Unmasked Estep 
Score: -8382157.000000 Penalty: 5473.553223
	Iteration 15Q: 3 clusters Score -8382157 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -8382237.000000 Penalty: 5473.553223
	Iteration 16Q: 3 clusters Score -8382237 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 60846 members 
Entering Unmasked Estep 
Score: -8382300.000000 Penalty: 5473.553223
	Iteration 17Q: 3 clusters Score -8382300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -8382329.500000 Penalty: 5473.553223
	Iteration 18Q: 3 clusters Score -8382330 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 60865 members 
Entering Unmasked Estep 
Score: -8382355.500000 Penalty: 5473.553223
	Iteration 19Q: 3 clusters Score -8382356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 60878 members 
Entering Unmasked Estep 
Score: -8382381.000000 Penalty: 5473.553223
	Iteration 20F: 3 clusters Score -8382381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
Score: -8382399.000000 Penalty: 5473.553223
	Iteration 21Q: 3 clusters Score -8382399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 60900 members 
Entering Unmasked Estep 
Score: -8382404.000000 Penalty: 5473.553223
	Iteration 22Q: 3 clusters Score -8382404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 60903 members 
Entering Unmasked Estep 
Score: -8382403.000000 Penalty: 5473.553223
	Iteration 23Q: 3 clusters Score -8382403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 60905 members 
Entering Unmasked Estep 
Score: -8382394.000000 Penalty: 5473.553223
	Iteration 24Q: 3 clusters Score -8382394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 60908 members 
Entering Unmasked Estep 
Score: -8382403.000000 Penalty: 5473.553223
	Iteration 25Q: 3 clusters Score -8382403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -8382418.000000 Penalty: 5473.553223
	Iteration 26Q: 3 clusters Score -8382418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 60912 members 
Entering Unmasked Estep 
Score: -8382420.000000 Penalty: 5473.553223
	Iteration 27Q: 3 clusters Score -8382420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -8382416.000000 Penalty: 5473.553223
	Iteration 28Q: 3 clusters Score -8382416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 60913 members 
Entering Unmasked Estep 
Score: -8382415.000000 Penalty: 5473.553223
	Iteration 29Q: 3 clusters Score -8382415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 60914 members 
Entering Unmasked Estep 
Score: -8382410.000000 Penalty: 5473.553223
	Iteration 30Q: 3 clusters Score -8382410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 60917 members 
Entering Unmasked Estep 
Score: -8382410.500000 Penalty: 5473.553223
	Iteration 31Q: 3 clusters Score -8382410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -8382421.000000 Penalty: 5473.553223
	Iteration 32Q: 3 clusters Score -8382421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -8382443.500000 Penalty: 5473.553223
	Iteration 33Q: 3 clusters Score -8382444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
Score: -8382449.500000 Penalty: 5473.553223
	Iteration 34Q: 3 clusters Score -8382450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -8382443.000000 Penalty: 5473.553223
	Iteration 35Q: 3 clusters Score -8382443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 60920 members 
Entering Unmasked Estep 
Score: -8382443.000000 Penalty: 5473.553223
	Iteration 36F: 3 clusters Score -8382443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103456.054688 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103456.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101692.992188 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101693 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -102127.359375 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102127.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -102476.625000 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -102476.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102768.453125 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -102768.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -102994.804688 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -102994.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -103326.609375 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -103326.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -103469.554688 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -103469.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -103556.914062 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -103556.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -103628.296875 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -103628.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103704.953125 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -103705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -103742.796875 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -103742.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103774.664062 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -103774.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103789.273438 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -103789.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103793.937500 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -103793.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103793.937500 Penalty: 3322.340820
	Iteration 14F: 3 clusters Score -103793.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62031 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 48925 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 84986 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276409 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144711 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Mstep: Class 28 contains 311 members 
Entering Unmasked Estep 
Score: -122232792.000000 Penalty: 95255.710938
Splitting cluster 6 changes total score from -122234440.000000 to -122232792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (48925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Entering Unmasked Estep 
Score: -6765731.000000 Penalty: 2677.915039
	Iteration 0F: 2 clusters Score -6765731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -6732667.000000 Penalty: 5355.830078
	Iteration 0F: 3 clusters Score -6732667 nChanged 22474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -6745547.500000 Penalty: 5355.830078
	Iteration 1F: 3 clusters Score -6745548 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -6746726.000000 Penalty: 5355.830078
	Iteration 2F: 3 clusters Score -6746726 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -6748549.000000 Penalty: 5355.830078
	Iteration 3F: 3 clusters Score -6748549 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32673 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -6750713.500000 Penalty: 5355.830078
	Iteration 4F: 3 clusters Score -6750714 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -6752970.000000 Penalty: 5355.830078
	Iteration 5F: 3 clusters Score -6752970 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -6755002.000000 Penalty: 5355.830078
	Iteration 6F: 3 clusters Score -6755002 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -6756830.500000 Penalty: 5355.830078
	Iteration 7F: 3 clusters Score -6756830 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -6758448.500000 Penalty: 5355.830078
	Iteration 8Q: 3 clusters Score -6758448 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -6759911.500000 Penalty: 5355.830078
	Iteration 9Q: 3 clusters Score -6759912 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -6761043.000000 Penalty: 5355.830078
	Iteration 10Q: 3 clusters Score -6761043 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -6761741.500000 Penalty: 5355.830078
	Iteration 11Q: 3 clusters Score -6761742 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -6762200.500000 Penalty: 5355.830078
	Iteration 12Q: 3 clusters Score -6762200 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -6762525.500000 Penalty: 5355.830078
	Iteration 13Q: 3 clusters Score -6762526 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47491 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6762738.000000 Penalty: 5355.830078
	Iteration 14Q: 3 clusters Score -6762738 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -6762883.000000 Penalty: 5355.830078
	Iteration 15Q: 3 clusters Score -6762883 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -6763003.000000 Penalty: 5355.830078
	Iteration 16Q: 3 clusters Score -6763003 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -6763087.000000 Penalty: 5355.830078
	Iteration 17Q: 3 clusters Score -6763087 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6763148.000000 Penalty: 5355.830078
	Iteration 18Q: 3 clusters Score -6763148 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6763228.500000 Penalty: 5355.830078
	Iteration 19Q: 3 clusters Score -6763228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6763264.500000 Penalty: 5355.830078
	Iteration 20F: 3 clusters Score -6763264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6763295.500000 Penalty: 5355.830078
	Iteration 21Q: 3 clusters Score -6763296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6763312.500000 Penalty: 5355.830078
	Iteration 22Q: 3 clusters Score -6763312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6763325.500000 Penalty: 5355.830078
	Iteration 23Q: 3 clusters Score -6763326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6763340.000000 Penalty: 5355.830078
	Iteration 24Q: 3 clusters Score -6763340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6763349.500000 Penalty: 5355.830078
	Iteration 25Q: 3 clusters Score -6763350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6763361.000000 Penalty: 5355.830078
	Iteration 26Q: 3 clusters Score -6763361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6763365.000000 Penalty: 5355.830078
	Iteration 27Q: 3 clusters Score -6763365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6763370.500000 Penalty: 5355.830078
	Iteration 28Q: 3 clusters Score -6763370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6763370.500000 Penalty: 5355.830078
	Iteration 29Q: 3 clusters Score -6763370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6763376.500000 Penalty: 5355.830078
	Iteration 30Q: 3 clusters Score -6763376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6763388.000000 Penalty: 5355.830078
	Iteration 31Q: 3 clusters Score -6763388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6763386.000000 Penalty: 5355.830078
	Iteration 32Q: 3 clusters Score -6763386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48407 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6763394.000000 Penalty: 5355.830078
	Iteration 33Q: 3 clusters Score -6763394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6763391.500000 Penalty: 5355.830078
	Iteration 34Q: 3 clusters Score -6763392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6763392.500000 Penalty: 5355.830078
	Iteration 35Q: 3 clusters Score -6763392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6763399.000000 Penalty: 5355.830078
	Iteration 36Q: 3 clusters Score -6763399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6763396.000000 Penalty: 5355.830078
	Iteration 37Q: 3 clusters Score -6763396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48421 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6763401.000000 Penalty: 5355.830078
	Iteration 38Q: 3 clusters Score -6763401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6763397.000000 Penalty: 5355.830078
	Iteration 39Q: 3 clusters Score -6763397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6763396.500000 Penalty: 5355.830078
	Iteration 40F: 3 clusters Score -6763396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Entering Unmasked Estep 
Score: -771060.312500 Penalty: 2147.269531
	Iteration 0F: 2 clusters Score -771060.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -766045.625000 Penalty: 4294.539062
	Iteration 0F: 3 clusters Score -766045.6 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -767291.000000 Penalty: 4294.539062
	Iteration 1F: 3 clusters Score -767291 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -767527.125000 Penalty: 4294.539062
	Iteration 2F: 3 clusters Score -767527.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -767794.812500 Penalty: 4294.539062
	Iteration 3F: 3 clusters Score -767794.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -768178.062500 Penalty: 4294.539062
	Iteration 4F: 3 clusters Score -768178.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -768597.562500 Penalty: 4294.539062
	Iteration 5F: 3 clusters Score -768597.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -768971.562500 Penalty: 4294.539062
	Iteration 6F: 3 clusters Score -768971.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -769221.750000 Penalty: 4294.539062
	Iteration 7F: 3 clusters Score -769221.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -769392.500000 Penalty: 4294.539062
	Iteration 8Q: 3 clusters Score -769392.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -769501.437500 Penalty: 4294.539062
	Iteration 9Q: 3 clusters Score -769501.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -769568.125000 Penalty: 4294.539062
	Iteration 10Q: 3 clusters Score -769568.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -769617.500000 Penalty: 4294.539062
	Iteration 11Q: 3 clusters Score -769617.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -769650.187500 Penalty: 4294.539062
	Iteration 12Q: 3 clusters Score -769650.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -769670.625000 Penalty: 4294.539062
	Iteration 13Q: 3 clusters Score -769670.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -769684.062500 Penalty: 4294.539062
	Iteration 14Q: 3 clusters Score -769684.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -769693.937500 Penalty: 4294.539062
	Iteration 15Q: 3 clusters Score -769693.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -769701.750000 Penalty: 4294.539062
	Iteration 16Q: 3 clusters Score -769701.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -769709.625000 Penalty: 4294.539062
	Iteration 17Q: 3 clusters Score -769709.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -769720.500000 Penalty: 4294.539062
	Iteration 18Q: 3 clusters Score -769720.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -769732.687500 Penalty: 4294.539062
	Iteration 19Q: 3 clusters Score -769732.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -769743.562500 Penalty: 4294.539062
	Iteration 20F: 3 clusters Score -769743.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -769758.062500 Penalty: 4294.539062
	Iteration 21Q: 3 clusters Score -769758.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -769775.187500 Penalty: 4294.539062
	Iteration 22Q: 3 clusters Score -769775.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -769784.687500 Penalty: 4294.539062
	Iteration 23Q: 3 clusters Score -769784.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -769793.437500 Penalty: 4294.539062
	Iteration 24Q: 3 clusters Score -769793.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -769801.187500 Penalty: 4294.539062
	Iteration 25Q: 3 clusters Score -769801.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -769806.375000 Penalty: 4294.539062
	Iteration 26Q: 3 clusters Score -769806.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -769812.125000 Penalty: 4294.539062
	Iteration 27Q: 3 clusters Score -769812.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -769818.250000 Penalty: 4294.539062
	Iteration 28Q: 3 clusters Score -769818.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -769820.812500 Penalty: 4294.539062
	Iteration 29Q: 3 clusters Score -769820.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -769827.187500 Penalty: 4294.539062
	Iteration 30Q: 3 clusters Score -769827.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -769835.062500 Penalty: 4294.539062
	Iteration 31Q: 3 clusters Score -769835.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -769837.812500 Penalty: 4294.539062
	Iteration 32Q: 3 clusters Score -769837.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -769842.000000 Penalty: 4294.539062
	Iteration 33Q: 3 clusters Score -769842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -769844.625000 Penalty: 4294.539062
	Iteration 34Q: 3 clusters Score -769844.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -769846.187500 Penalty: 4294.539062
	Iteration 35Q: 3 clusters Score -769846.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -769849.687500 Penalty: 4294.539062
	Iteration 36Q: 3 clusters Score -769849.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -769852.437500 Penalty: 4294.539062
	Iteration 37Q: 3 clusters Score -769852.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -769853.812500 Penalty: 4294.539062
	Iteration 38Q: 3 clusters Score -769853.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -769858.750000 Penalty: 4294.539062
	Iteration 39Q: 3 clusters Score -769858.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -769860.500000 Penalty: 4294.539062
	Iteration 40F: 3 clusters Score -769860.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -769865.687500 Penalty: 4294.539062
	Iteration 41Q: 3 clusters Score -769865.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -769865.562500 Penalty: 4294.539062
	Iteration 42Q: 3 clusters Score -769865.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -769868.187500 Penalty: 4294.539062
	Iteration 43Q: 3 clusters Score -769868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -769869.812500 Penalty: 4294.539062
	Iteration 44Q: 3 clusters Score -769869.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -769873.625000 Penalty: 4294.539062
	Iteration 45Q: 3 clusters Score -769873.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -769877.562500 Penalty: 4294.539062
	Iteration 46Q: 3 clusters Score -769877.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -769885.812500 Penalty: 4294.539062
	Iteration 47Q: 3 clusters Score -769885.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -769885.562500 Penalty: 4294.539062
	Iteration 48Q: 3 clusters Score -769885.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -769891.375000 Penalty: 4294.539062
	Iteration 49Q: 3 clusters Score -769891.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -769897.500000 Penalty: 4294.539062
	Iteration 50Q: 3 clusters Score -769897.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -769900.812500 Penalty: 4294.539062
	Iteration 51Q: 3 clusters Score -769900.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -769906.812500 Penalty: 4294.539062
	Iteration 52Q: 3 clusters Score -769906.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -769910.625000 Penalty: 4294.539062
	Iteration 53Q: 3 clusters Score -769910.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -769913.437500 Penalty: 4294.539062
	Iteration 54Q: 3 clusters Score -769913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -769916.375000 Penalty: 4294.539062
	Iteration 55Q: 3 clusters Score -769916.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -769917.687500 Penalty: 4294.539062
	Iteration 56Q: 3 clusters Score -769917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -769917.750000 Penalty: 4294.539062
	Iteration 57Q: 3 clusters Score -769917.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -769917.875000 Penalty: 4294.539062
	Iteration 58Q: 3 clusters Score -769917.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -769919.625000 Penalty: 4294.539062
	Iteration 59Q: 3 clusters Score -769919.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -769921.312500 Penalty: 4294.539062
	Iteration 60F: 3 clusters Score -769921.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -769921.250000 Penalty: 4294.539062
	Iteration 61Q: 3 clusters Score -769921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -769921.375000 Penalty: 4294.539062
	Iteration 62Q: 3 clusters Score -769921.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -769922.250000 Penalty: 4294.539062
	Iteration 63Q: 3 clusters Score -769922.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -769923.250000 Penalty: 4294.539062
	Iteration 64Q: 3 clusters Score -769923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -769924.250000 Penalty: 4294.539062
	Iteration 65Q: 3 clusters Score -769924.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -769927.625000 Penalty: 4294.539062
	Iteration 66Q: 3 clusters Score -769927.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -769926.875000 Penalty: 4294.539062
	Iteration 67Q: 3 clusters Score -769926.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -769929.062500 Penalty: 4294.539062
	Iteration 68Q: 3 clusters Score -769929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -769930.375000 Penalty: 4294.539062
	Iteration 69Q: 3 clusters Score -769930.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -769933.312500 Penalty: 4294.539062
	Iteration 70Q: 3 clusters Score -769933.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -769934.562500 Penalty: 4294.539062
	Iteration 71Q: 3 clusters Score -769934.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -769934.562500 Penalty: 4294.539062
	Iteration 72Q: 3 clusters Score -769934.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -769939.437500 Penalty: 4294.539062
	Iteration 73Q: 3 clusters Score -769939.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -769940.062500 Penalty: 4294.539062
	Iteration 74Q: 3 clusters Score -769940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -769941.437500 Penalty: 4294.539062
	Iteration 75Q: 3 clusters Score -769941.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -769941.375000 Penalty: 4294.539062
	Iteration 76Q: 3 clusters Score -769941.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -769943.937500 Penalty: 4294.539062
	Iteration 77Q: 3 clusters Score -769943.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -769944.812500 Penalty: 4294.539062
	Iteration 78Q: 3 clusters Score -769944.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -769946.312500 Penalty: 4294.539062
	Iteration 79Q: 3 clusters Score -769946.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -769948.312500 Penalty: 4294.539062
	Iteration 80F: 3 clusters Score -769948.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -769951.000000 Penalty: 4294.539062
	Iteration 81Q: 3 clusters Score -769951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -769951.312500 Penalty: 4294.539062
	Iteration 82Q: 3 clusters Score -769951.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -769954.125000 Penalty: 4294.539062
	Iteration 83Q: 3 clusters Score -769954.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -769953.125000 Penalty: 4294.539062
	Iteration 84Q: 3 clusters Score -769953.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -769954.250000 Penalty: 4294.539062
	Iteration 85Q: 3 clusters Score -769954.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -769957.062500 Penalty: 4294.539062
	Iteration 86Q: 3 clusters Score -769957.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -769959.500000 Penalty: 4294.539062
	Iteration 87Q: 3 clusters Score -769959.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -769962.687500 Penalty: 4294.539062
	Iteration 88Q: 3 clusters Score -769962.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -769963.687500 Penalty: 4294.539062
	Iteration 89Q: 3 clusters Score -769963.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -769964.312500 Penalty: 4294.539062
	Iteration 90Q: 3 clusters Score -769964.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -769965.125000 Penalty: 4294.539062
	Iteration 91Q: 3 clusters Score -769965.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -769965.125000 Penalty: 4294.539062
	Iteration 92F: 3 clusters Score -769965.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Entering Unmasked Estep 
Score: -5060153.500000 Penalty: 2604.515137
	Iteration 0F: 2 clusters Score -5060154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -5035504.000000 Penalty: 5209.030273
	Iteration 0F: 3 clusters Score -5035504 nChanged 16603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -5044349.000000 Penalty: 5209.030273
	Iteration 1F: 3 clusters Score -5044349 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -5044912.000000 Penalty: 5209.030273
	Iteration 2Q: 3 clusters Score -5044912 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -5045383.000000 Penalty: 5209.030273
	Iteration 3Q: 3 clusters Score -5045383 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -5045890.000000 Penalty: 5209.030273
	Iteration 4Q: 3 clusters Score -5045890 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -5046454.500000 Penalty: 5209.030273
	Iteration 5Q: 3 clusters Score -5046454 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -5047119.500000 Penalty: 5209.030273
	Iteration 6Q: 3 clusters Score -5047120 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -5048061.000000 Penalty: 5209.030273
	Iteration 7Q: 3 clusters Score -5048061 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -5049433.500000 Penalty: 5209.030273
	Iteration 8F: 3 clusters Score -5049434 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -5051320.500000 Penalty: 5209.030273
	Iteration 9F: 3 clusters Score -5051320 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -5053164.500000 Penalty: 5209.030273
	Iteration 10F: 3 clusters Score -5053164 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -5054305.500000 Penalty: 5209.030273
	Iteration 11F: 3 clusters Score -5054306 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -5054970.500000 Penalty: 5209.030273
	Iteration 12Q: 3 clusters Score -5054970 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -5055423.500000 Penalty: 5209.030273
	Iteration 13Q: 3 clusters Score -5055424 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -5055834.500000 Penalty: 5209.030273
	Iteration 14Q: 3 clusters Score -5055834 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -5056267.000000 Penalty: 5209.030273
	Iteration 15Q: 3 clusters Score -5056267 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -5056709.000000 Penalty: 5209.030273
	Iteration 16Q: 3 clusters Score -5056709 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -5057188.000000 Penalty: 5209.030273
	Iteration 17Q: 3 clusters Score -5057188 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -5057616.500000 Penalty: 5209.030273
	Iteration 18Q: 3 clusters Score -5057616 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -5058037.000000 Penalty: 5209.030273
	Iteration 19Q: 3 clusters Score -5058037 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -5058440.000000 Penalty: 5209.030273
	Iteration 20F: 3 clusters Score -5058440 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -5058754.500000 Penalty: 5209.030273
	Iteration 21Q: 3 clusters Score -5058754 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -5058950.500000 Penalty: 5209.030273
	Iteration 22Q: 3 clusters Score -5058950 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -5059032.500000 Penalty: 5209.030273
	Iteration 23Q: 3 clusters Score -5059032 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -5059075.000000 Penalty: 5209.030273
	Iteration 24Q: 3 clusters Score -5059075 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -5059083.000000 Penalty: 5209.030273
	Iteration 25Q: 3 clusters Score -5059083 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -5059103.500000 Penalty: 5209.030273
	Iteration 26Q: 3 clusters Score -5059104 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -5059091.500000 Penalty: 5209.030273
	Iteration 27Q: 3 clusters Score -5059092 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -5059105.500000 Penalty: 5209.030273
	Iteration 28Q: 3 clusters Score -5059106 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -5059113.000000 Penalty: 5209.030273
	Iteration 29Q: 3 clusters Score -5059113 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -5059104.000000 Penalty: 5209.030273
	Iteration 30Q: 3 clusters Score -5059104 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -5059120.000000 Penalty: 5209.030273
	Iteration 31Q: 3 clusters Score -5059120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -5059117.000000 Penalty: 5209.030273
	Iteration 32Q: 3 clusters Score -5059117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -5059117.500000 Penalty: 5209.030273
	Iteration 33Q: 3 clusters Score -5059118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -5059118.500000 Penalty: 5209.030273
	Iteration 34Q: 3 clusters Score -5059118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -5059119.500000 Penalty: 5209.030273
	Iteration 35Q: 3 clusters Score -5059120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -5059113.500000 Penalty: 5209.030273
	Iteration 36Q: 3 clusters Score -5059114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -5059118.000000 Penalty: 5209.030273
	Iteration 37Q: 3 clusters Score -5059118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -5059112.500000 Penalty: 5209.030273
	Iteration 38Q: 3 clusters Score -5059112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -5059109.500000 Penalty: 5209.030273
	Iteration 39Q: 3 clusters Score -5059110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -5059106.500000 Penalty: 5209.030273
	Iteration 40F: 3 clusters Score -5059106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -5059102.500000 Penalty: 5209.030273
	Iteration 41Q: 3 clusters Score -5059102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -5059100.000000 Penalty: 5209.030273
	Iteration 42Q: 3 clusters Score -5059100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -5059105.000000 Penalty: 5209.030273
	Iteration 43Q: 3 clusters Score -5059105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -5059099.000000 Penalty: 5209.030273
	Iteration 44Q: 3 clusters Score -5059099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -5059110.500000 Penalty: 5209.030273
	Iteration 45Q: 3 clusters Score -5059110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 24686 members 
Entering Unmasked Estep 
Score: -5059113.000000 Penalty: 5209.030273
	Iteration 46Q: 3 clusters Score -5059113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -5059115.500000 Penalty: 5209.030273
	Iteration 47Q: 3 clusters Score -5059116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -5059115.000000 Penalty: 5209.030273
	Iteration 48Q: 3 clusters Score -5059115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -5059110.500000 Penalty: 5209.030273
	Iteration 49Q: 3 clusters Score -5059110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -5059122.500000 Penalty: 5209.030273
	Iteration 50Q: 3 clusters Score -5059122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -5059125.000000 Penalty: 5209.030273
	Iteration 51Q: 3 clusters Score -5059125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -5059124.000000 Penalty: 5209.030273
	Iteration 52Q: 3 clusters Score -5059124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -5059120.000000 Penalty: 5209.030273
	Iteration 53Q: 3 clusters Score -5059120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -5059123.500000 Penalty: 5209.030273
	Iteration 54Q: 3 clusters Score -5059124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -5059121.500000 Penalty: 5209.030273
	Iteration 55Q: 3 clusters Score -5059122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -5059121.500000 Penalty: 5209.030273
	Iteration 56F: 3 clusters Score -5059122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -149504.531250 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -149504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -147481.406250 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -147481.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -147832.921875 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -147832.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -147977.859375 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -147977.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -148104.218750 Penalty: 3525.283203
	Iteration 3Q: 3 clusters Score -148104.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -148249.812500 Penalty: 3525.283203
	Iteration 4Q: 3 clusters Score -148249.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -148471.937500 Penalty: 3525.283203
	Iteration 5Q: 3 clusters Score -148471.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -148577.390625 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -148577.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -148636.968750 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -148637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -148667.906250 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -148667.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -148706.218750 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -148706.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -148727.984375 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -148728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -148747.109375 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -148747.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -148766.500000 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -148766.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -148794.875000 Penalty: 3525.283203
	Iteration 13Q: 3 clusters Score -148794.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -148819.000000 Penalty: 3525.283203
	Iteration 14Q: 3 clusters Score -148819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -148842.265625 Penalty: 3525.283203
	Iteration 15Q: 3 clusters Score -148842.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -148868.968750 Penalty: 3525.283203
	Iteration 16Q: 3 clusters Score -148869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -148877.468750 Penalty: 3525.283203
	Iteration 17Q: 3 clusters Score -148877.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -148881.609375 Penalty: 3525.283203
	Iteration 18Q: 3 clusters Score -148881.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -148885.078125 Penalty: 3525.283203
	Iteration 19Q: 3 clusters Score -148885.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -148913.796875 Penalty: 3525.283203
	Iteration 20F: 3 clusters Score -148913.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -148990.062500 Penalty: 3525.283203
	Iteration 21Q: 3 clusters Score -148990.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -149002.328125 Penalty: 3525.283203
	Iteration 22Q: 3 clusters Score -149002.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -149009.125000 Penalty: 3525.283203
	Iteration 23Q: 3 clusters Score -149009.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -149017.250000 Penalty: 3525.283203
	Iteration 24Q: 3 clusters Score -149017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -149020.265625 Penalty: 3525.283203
	Iteration 25Q: 3 clusters Score -149020.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -149020.265625 Penalty: 3525.283203
	Iteration 26F: 3 clusters Score -149020.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Entering Unmasked Estep 
Score: -4041710.250000 Penalty: 2547.252930
	Iteration 0F: 2 clusters Score -4041710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -4021974.750000 Penalty: 5094.505859
	Iteration 0F: 3 clusters Score -4021975 nChanged 12903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -4029063.000000 Penalty: 5094.505859
	Iteration 1F: 3 clusters Score -4029063 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -4029585.250000 Penalty: 5094.505859
	Iteration 2F: 3 clusters Score -4029585 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -4030184.000000 Penalty: 5094.505859
	Iteration 3Q: 3 clusters Score -4030184 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -4030923.250000 Penalty: 5094.505859
	Iteration 4F: 3 clusters Score -4030923 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -4031983.250000 Penalty: 5094.505859
	Iteration 5F: 3 clusters Score -4031983 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -4033500.750000 Penalty: 5094.505859
	Iteration 6F: 3 clusters Score -4033501 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -4035308.750000 Penalty: 5094.505859
	Iteration 7F: 3 clusters Score -4035309 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -4036998.000000 Penalty: 5094.505859
	Iteration 8F: 3 clusters Score -4036998 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4038323.750000 Penalty: 5094.505859
	Iteration 9Q: 3 clusters Score -4038324 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4039060.000000 Penalty: 5094.505859
	Iteration 10Q: 3 clusters Score -4039060 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4039409.750000 Penalty: 5094.505859
	Iteration 11Q: 3 clusters Score -4039410 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4039566.250000 Penalty: 5094.505859
	Iteration 12Q: 3 clusters Score -4039566 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4039676.000000 Penalty: 5094.505859
	Iteration 13Q: 3 clusters Score -4039676 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4039754.750000 Penalty: 5094.505859
	Iteration 14Q: 3 clusters Score -4039755 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4039791.250000 Penalty: 5094.505859
	Iteration 15Q: 3 clusters Score -4039791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4039825.500000 Penalty: 5094.505859
	Iteration 16Q: 3 clusters Score -4039826 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4039851.750000 Penalty: 5094.505859
	Iteration 17Q: 3 clusters Score -4039852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4039873.000000 Penalty: 5094.505859
	Iteration 18Q: 3 clusters Score -4039873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4039880.000000 Penalty: 5094.505859
	Iteration 19Q: 3 clusters Score -4039880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4039881.500000 Penalty: 5094.505859
	Iteration 20F: 3 clusters Score -4039882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4039883.000000 Penalty: 5094.505859
	Iteration 21Q: 3 clusters Score -4039883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28421 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4039890.500000 Penalty: 5094.505859
	Iteration 22Q: 3 clusters Score -4039890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4039892.250000 Penalty: 5094.505859
	Iteration 23Q: 3 clusters Score -4039892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28423 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4039895.250000 Penalty: 5094.505859
	Iteration 24Q: 3 clusters Score -4039895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28424 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4039895.500000 Penalty: 5094.505859
	Iteration 25Q: 3 clusters Score -4039896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4039895.250000 Penalty: 5094.505859
	Iteration 26Q: 3 clusters Score -4039895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4039895.250000 Penalty: 5094.505859
	Iteration 27F: 3 clusters Score -4039895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (84986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84986 members 
Entering Unmasked Estep 
Score: -11775577.000000 Penalty: 2814.859863
	Iteration 0F: 2 clusters Score -1.177558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -11718553.000000 Penalty: 5629.719727
	Iteration 0F: 3 clusters Score -1.171855e+07 nChanged 39992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -11741237.000000 Penalty: 5629.719727
	Iteration 1F: 3 clusters Score -1.174124e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -11741973.000000 Penalty: 5629.719727
	Iteration 2Q: 3 clusters Score -1.174197e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -11742878.000000 Penalty: 5629.719727
	Iteration 3Q: 3 clusters Score -1.174288e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -11743900.000000 Penalty: 5629.719727
	Iteration 4Q: 3 clusters Score -1.17439e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -11745103.000000 Penalty: 5629.719727
	Iteration 5Q: 3 clusters Score -1.17451e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -11746953.000000 Penalty: 5629.719727
	Iteration 6Q: 3 clusters Score -1.174695e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -11749468.000000 Penalty: 5629.719727
	Iteration 7F: 3 clusters Score -1.174947e+07 nChanged 5058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59213 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -11752890.000000 Penalty: 5629.719727
	Iteration 8F: 3 clusters Score -1.175289e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64008 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -11756889.000000 Penalty: 5629.719727
	Iteration 9F: 3 clusters Score -1.175689e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68712 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -11761119.000000 Penalty: 5629.719727
	Iteration 10F: 3 clusters Score -1.176112e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72622 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -11764702.000000 Penalty: 5629.719727
	Iteration 11Q: 3 clusters Score -1.17647e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75587 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -11767240.000000 Penalty: 5629.719727
	Iteration 12Q: 3 clusters Score -1.176724e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -11768857.000000 Penalty: 5629.719727
	Iteration 13Q: 3 clusters Score -1.176886e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -11770042.000000 Penalty: 5629.719727
	Iteration 14Q: 3 clusters Score -1.177004e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -11770928.000000 Penalty: 5629.719727
	Iteration 15Q: 3 clusters Score -1.177093e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -11771547.000000 Penalty: 5629.719727
	Iteration 16Q: 3 clusters Score -1.177155e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82333 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -11771927.000000 Penalty: 5629.719727
	Iteration 17Q: 3 clusters Score -1.177193e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82883 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -11772268.000000 Penalty: 5629.719727
	Iteration 18Q: 3 clusters Score -1.177227e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -11772548.000000 Penalty: 5629.719727
	Iteration 19Q: 3 clusters Score -1.177255e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11772716.000000 Penalty: 5629.719727
	Iteration 20F: 3 clusters Score -1.177272e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -11772810.000000 Penalty: 5629.719727
	Iteration 21Q: 3 clusters Score -1.177281e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83883 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -11772872.000000 Penalty: 5629.719727
	Iteration 22Q: 3 clusters Score -1.177287e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -11772948.000000 Penalty: 5629.719727
	Iteration 23Q: 3 clusters Score -1.177295e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84058 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -11772998.000000 Penalty: 5629.719727
	Iteration 24Q: 3 clusters Score -1.1773e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -11773043.000000 Penalty: 5629.719727
	Iteration 25Q: 3 clusters Score -1.177304e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -11773077.000000 Penalty: 5629.719727
	Iteration 26Q: 3 clusters Score -1.177308e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84180 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -11773101.000000 Penalty: 5629.719727
	Iteration 27Q: 3 clusters Score -1.17731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -11773124.000000 Penalty: 5629.719727
	Iteration 28Q: 3 clusters Score -1.177312e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84228 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -11773156.000000 Penalty: 5629.719727
	Iteration 29Q: 3 clusters Score -1.177316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84248 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -11773168.000000 Penalty: 5629.719727
	Iteration 30Q: 3 clusters Score -1.177317e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -11773181.000000 Penalty: 5629.719727
	Iteration 31Q: 3 clusters Score -1.177318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -11773192.000000 Penalty: 5629.719727
	Iteration 32Q: 3 clusters Score -1.177319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84291 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11773193.000000 Penalty: 5629.719727
	Iteration 33Q: 3 clusters Score -1.177319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84296 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -11773207.000000 Penalty: 5629.719727
	Iteration 34Q: 3 clusters Score -1.177321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -11773210.000000 Penalty: 5629.719727
	Iteration 35Q: 3 clusters Score -1.177321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84306 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -11773213.000000 Penalty: 5629.719727
	Iteration 36Q: 3 clusters Score -1.177321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84310 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11773225.000000 Penalty: 5629.719727
	Iteration 37Q: 3 clusters Score -1.177322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -11773216.000000 Penalty: 5629.719727
	Iteration 38Q: 3 clusters Score -1.177322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -11773218.000000 Penalty: 5629.719727
	Iteration 39Q: 3 clusters Score -1.177322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84322 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11773230.000000 Penalty: 5629.719727
	Iteration 40F: 3 clusters Score -1.177323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84327 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11773219.000000 Penalty: 5629.719727
	Iteration 41Q: 3 clusters Score -1.177322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -11773222.000000 Penalty: 5629.719727
	Iteration 42Q: 3 clusters Score -1.177322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84331 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11773218.000000 Penalty: 5629.719727
	Iteration 43Q: 3 clusters Score -1.177322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -11773219.000000 Penalty: 5629.719727
	Iteration 44Q: 3 clusters Score -1.177322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84332 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -11773219.000000 Penalty: 5629.719727
	Iteration 45F: 3 clusters Score -1.177322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Entering Unmasked Estep 
Score: -3975383.250000 Penalty: 2552.056641
	Iteration 0F: 2 clusters Score -3975383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -3955171.250000 Penalty: 5104.113281
	Iteration 0F: 3 clusters Score -3955171 nChanged 13353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -3962227.250000 Penalty: 5104.113281
	Iteration 1F: 3 clusters Score -3962227 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -3962738.000000 Penalty: 5104.113281
	Iteration 2Q: 3 clusters Score -3962738 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -3963171.750000 Penalty: 5104.113281
	Iteration 3Q: 3 clusters Score -3963172 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3963654.000000 Penalty: 5104.113281
	Iteration 4Q: 3 clusters Score -3963654 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -3964279.000000 Penalty: 5104.113281
	Iteration 5Q: 3 clusters Score -3964279 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3965098.500000 Penalty: 5104.113281
	Iteration 6F: 3 clusters Score -3965098 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3966074.000000 Penalty: 5104.113281
	Iteration 7F: 3 clusters Score -3966074 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3967243.750000 Penalty: 5104.113281
	Iteration 8F: 3 clusters Score -3967244 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3968379.000000 Penalty: 5104.113281
	Iteration 9F: 3 clusters Score -3968379 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -3969253.750000 Penalty: 5104.113281
	Iteration 10F: 3 clusters Score -3969254 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -3969925.500000 Penalty: 5104.113281
	Iteration 11Q: 3 clusters Score -3969926 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -3970421.250000 Penalty: 5104.113281
	Iteration 12Q: 3 clusters Score -3970421 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3970865.250000 Penalty: 5104.113281
	Iteration 13Q: 3 clusters Score -3970865 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -3971252.250000 Penalty: 5104.113281
	Iteration 14Q: 3 clusters Score -3971252 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3971676.500000 Penalty: 5104.113281
	Iteration 15Q: 3 clusters Score -3971676 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3972009.500000 Penalty: 5104.113281
	Iteration 16Q: 3 clusters Score -3972010 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3972264.750000 Penalty: 5104.113281
	Iteration 17Q: 3 clusters Score -3972265 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3972469.500000 Penalty: 5104.113281
	Iteration 18Q: 3 clusters Score -3972470 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3972679.000000 Penalty: 5104.113281
	Iteration 19Q: 3 clusters Score -3972679 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3972820.000000 Penalty: 5104.113281
	Iteration 20F: 3 clusters Score -3972820 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3972937.000000 Penalty: 5104.113281
	Iteration 21Q: 3 clusters Score -3972937 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3973033.250000 Penalty: 5104.113281
	Iteration 22Q: 3 clusters Score -3973033 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28425 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3973090.750000 Penalty: 5104.113281
	Iteration 23Q: 3 clusters Score -3973091 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3973151.000000 Penalty: 5104.113281
	Iteration 24Q: 3 clusters Score -3973151 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3973174.750000 Penalty: 5104.113281
	Iteration 25Q: 3 clusters Score -3973175 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3973192.750000 Penalty: 5104.113281
	Iteration 26Q: 3 clusters Score -3973193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3973209.000000 Penalty: 5104.113281
	Iteration 27Q: 3 clusters Score -3973209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3973228.500000 Penalty: 5104.113281
	Iteration 28Q: 3 clusters Score -3973228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28617 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3973239.500000 Penalty: 5104.113281
	Iteration 29Q: 3 clusters Score -3973240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3973242.500000 Penalty: 5104.113281
	Iteration 30Q: 3 clusters Score -3973242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3973242.250000 Penalty: 5104.113281
	Iteration 31Q: 3 clusters Score -3973242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3973244.000000 Penalty: 5104.113281
	Iteration 32Q: 3 clusters Score -3973244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3973245.250000 Penalty: 5104.113281
	Iteration 33Q: 3 clusters Score -3973245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3973252.500000 Penalty: 5104.113281
	Iteration 34Q: 3 clusters Score -3973252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3973247.000000 Penalty: 5104.113281
	Iteration 35Q: 3 clusters Score -3973247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3973249.250000 Penalty: 5104.113281
	Iteration 36Q: 3 clusters Score -3973249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3973252.750000 Penalty: 5104.113281
	Iteration 37Q: 3 clusters Score -3973253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3973257.000000 Penalty: 5104.113281
	Iteration 38Q: 3 clusters Score -3973257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3973262.250000 Penalty: 5104.113281
	Iteration 39Q: 3 clusters Score -3973262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3973262.000000 Penalty: 5104.113281
	Iteration 40F: 3 clusters Score -3973262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3973261.250000 Penalty: 5104.113281
	Iteration 41Q: 3 clusters Score -3973261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3973263.750000 Penalty: 5104.113281
	Iteration 42Q: 3 clusters Score -3973264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3973263.750000 Penalty: 5104.113281
	Iteration 43F: 3 clusters Score -3973264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (276409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276409 members 
Entering Unmasked Estep 
Score: -38596460.000000 Penalty: 3107.350098
	Iteration 0F: 2 clusters Score -3.859646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137978 members 
Mstep: Class 2 contains 138431 members 
Entering Unmasked Estep 
Score: -38443528.000000 Penalty: 6214.700195
	Iteration 0F: 3 clusters Score -3.844353e+07 nChanged 133771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130815 members 
Mstep: Class 2 contains 145594 members 
Entering Unmasked Estep 
Score: -38522720.000000 Penalty: 6214.700195
	Iteration 1F: 3 clusters Score -3.852272e+07 nChanged 9176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125587 members 
Mstep: Class 2 contains 150822 members 
Entering Unmasked Estep 
Score: -38525024.000000 Penalty: 6214.700195
	Iteration 2Q: 3 clusters Score -3.852502e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117476 members 
Mstep: Class 2 contains 158933 members 
Entering Unmasked Estep 
Score: -38529132.000000 Penalty: 6214.700195
	Iteration 3Q: 3 clusters Score -3.852913e+07 nChanged 15518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105548 members 
Mstep: Class 2 contains 170861 members 
Entering Unmasked Estep 
Score: -38536364.000000 Penalty: 6214.700195
	Iteration 4F: 3 clusters Score -3.853636e+07 nChanged 19463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89475 members 
Mstep: Class 2 contains 186934 members 
Entering Unmasked Estep 
Score: -38548792.000000 Penalty: 6214.700195
	Iteration 5F: 3 clusters Score -3.854879e+07 nChanged 21926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70465 members 
Mstep: Class 2 contains 205944 members 
Entering Unmasked Estep 
Score: -38564712.000000 Penalty: 6214.700195
	Iteration 6F: 3 clusters Score -3.856471e+07 nChanged 20885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 224889 members 
Entering Unmasked Estep 
Score: -38580728.000000 Penalty: 6214.700195
	Iteration 7F: 3 clusters Score -3.858073e+07 nChanged 17490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 241447 members 
Entering Unmasked Estep 
Score: -38593420.000000 Penalty: 6214.700195
	Iteration 8F: 3 clusters Score -3.859342e+07 nChanged 14131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 255428 members 
Entering Unmasked Estep 
Score: -38597856.000000 Penalty: 6214.700195
	Iteration 9F: 3 clusters Score -3.859786e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 265587 members 
Entering Unmasked Estep 
Score: -38597456.000000 Penalty: 6214.700195
	Iteration 10Q: 3 clusters Score -3.859746e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 271492 members 
Entering Unmasked Estep 
Score: -38595564.000000 Penalty: 6214.700195
	Iteration 11Q: 3 clusters Score -3.859556e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 274144 members 
Entering Unmasked Estep 
Score: -38594572.000000 Penalty: 6214.700195
	Iteration 12Q: 3 clusters Score -3.859457e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 275217 members 
Entering Unmasked Estep 
Score: -38594136.000000 Penalty: 6214.700195
	Iteration 13Q: 3 clusters Score -3.859414e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 275651 members 
Entering Unmasked Estep 
Score: -38594068.000000 Penalty: 6214.700195
	Iteration 14Q: 3 clusters Score -3.859407e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 275821 members 
Entering Unmasked Estep 
Score: -38594096.000000 Penalty: 6214.700195
	Iteration 15Q: 3 clusters Score -3.85941e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 275886 members 
Entering Unmasked Estep 
Score: -38594124.000000 Penalty: 6214.700195
	Iteration 16Q: 3 clusters Score -3.859412e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 275911 members 
Entering Unmasked Estep 
Score: -38594120.000000 Penalty: 6214.700195
	Iteration 17Q: 3 clusters Score -3.859412e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 275938 members 
Entering Unmasked Estep 
Score: -38594148.000000 Penalty: 6214.700195
	Iteration 18Q: 3 clusters Score -3.859415e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 275952 members 
Entering Unmasked Estep 
Score: -38594160.000000 Penalty: 6214.700195
	Iteration 19Q: 3 clusters Score -3.859416e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 275958 members 
Entering Unmasked Estep 
Score: -38594156.000000 Penalty: 6214.700195
	Iteration 20F: 3 clusters Score -3.859416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 275963 members 
Entering Unmasked Estep 
Score: -38594136.000000 Penalty: 6214.700195
	Iteration 21Q: 3 clusters Score -3.859414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 275964 members 
Entering Unmasked Estep 
Score: -38594120.000000 Penalty: 6214.700195
	Iteration 22Q: 3 clusters Score -3.859412e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 275965 members 
Entering Unmasked Estep 
Score: -38594140.000000 Penalty: 6214.700195
	Iteration 23Q: 3 clusters Score -3.859414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 275966 members 
Entering Unmasked Estep 
Score: -38594124.000000 Penalty: 6214.700195
	Iteration 24Q: 3 clusters Score -3.859412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 275967 members 
Entering Unmasked Estep 
Score: -38594136.000000 Penalty: 6214.700195
	Iteration 25Q: 3 clusters Score -3.859414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 275968 members 
Entering Unmasked Estep 
Score: -38594136.000000 Penalty: 6214.700195
	Iteration 26Q: 3 clusters Score -3.859414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 275969 members 
Entering Unmasked Estep 
Score: -38594148.000000 Penalty: 6214.700195
	Iteration 27Q: 3 clusters Score -3.859415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 275967 members 
Entering Unmasked Estep 
Score: -38594156.000000 Penalty: 6214.700195
	Iteration 28Q: 3 clusters Score -3.859416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 275966 members 
Entering Unmasked Estep 
Score: -38594156.000000 Penalty: 6214.700195
	Iteration 29Q: 3 clusters Score -3.859416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 275966 members 
Entering Unmasked Estep 
Score: -38594164.000000 Penalty: 6214.700195
	Iteration 30Q: 3 clusters Score -3.859416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 275965 members 
Entering Unmasked Estep 
Score: -38594164.000000 Penalty: 6214.700195
	Iteration 31Q: 3 clusters Score -3.859416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 275965 members 
Entering Unmasked Estep 
Score: -38594164.000000 Penalty: 6214.700195
	Iteration 32F: 3 clusters Score -3.859416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -153698.156250 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -153698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -151667.546875 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -151667.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -151977.093750 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -151977.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152087.578125 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -152087.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -152148.640625 Penalty: 3488.619141
	Iteration 3Q: 3 clusters Score -152148.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -152187.984375 Penalty: 3488.619141
	Iteration 4Q: 3 clusters Score -152188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -152210.765625 Penalty: 3488.619141
	Iteration 5Q: 3 clusters Score -152210.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -152233.000000 Penalty: 3488.619141
	Iteration 6Q: 3 clusters Score -152233 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -152255.437500 Penalty: 3488.619141
	Iteration 7Q: 3 clusters Score -152255.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -152268.140625 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -152268.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -152275.765625 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -152275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -152282.046875 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -152282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -152285.390625 Penalty: 3488.619141
	Iteration 11Q: 3 clusters Score -152285.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -152290.484375 Penalty: 3488.619141
	Iteration 12Q: 3 clusters Score -152290.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -152293.984375 Penalty: 3488.619141
	Iteration 13Q: 3 clusters Score -152294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -152297.640625 Penalty: 3488.619141
	Iteration 14Q: 3 clusters Score -152297.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -152303.921875 Penalty: 3488.619141
	Iteration 15Q: 3 clusters Score -152303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -152311.000000 Penalty: 3488.619141
	Iteration 16Q: 3 clusters Score -152311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -152314.718750 Penalty: 3488.619141
	Iteration 17Q: 3 clusters Score -152314.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -152319.578125 Penalty: 3488.619141
	Iteration 18Q: 3 clusters Score -152319.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -152322.921875 Penalty: 3488.619141
	Iteration 19Q: 3 clusters Score -152322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -152324.656250 Penalty: 3488.619141
	Iteration 20F: 3 clusters Score -152324.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -152326.765625 Penalty: 3488.619141
	Iteration 21Q: 3 clusters Score -152326.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -152328.421875 Penalty: 3488.619141
	Iteration 22Q: 3 clusters Score -152328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -152329.515625 Penalty: 3488.619141
	Iteration 23Q: 3 clusters Score -152329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -152334.750000 Penalty: 3488.619141
	Iteration 24Q: 3 clusters Score -152334.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -152339.437500 Penalty: 3488.619141
	Iteration 25Q: 3 clusters Score -152339.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -152343.281250 Penalty: 3488.619141
	Iteration 26Q: 3 clusters Score -152343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -152345.562500 Penalty: 3488.619141
	Iteration 27Q: 3 clusters Score -152345.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -152347.156250 Penalty: 3488.619141
	Iteration 28Q: 3 clusters Score -152347.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -152353.000000 Penalty: 3488.619141
	Iteration 29Q: 3 clusters Score -152353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -152357.812500 Penalty: 3488.619141
	Iteration 30Q: 3 clusters Score -152357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -152363.515625 Penalty: 3488.619141
	Iteration 31Q: 3 clusters Score -152363.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -152372.156250 Penalty: 3488.619141
	Iteration 32Q: 3 clusters Score -152372.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -152375.171875 Penalty: 3488.619141
	Iteration 33Q: 3 clusters Score -152375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -152382.421875 Penalty: 3488.619141
	Iteration 34Q: 3 clusters Score -152382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -152386.234375 Penalty: 3488.619141
	Iteration 35Q: 3 clusters Score -152386.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -152386.234375 Penalty: 3488.619141
	Iteration 36F: 3 clusters Score -152386.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Entering Unmasked Estep 
Score: -3180692.000000 Penalty: 2501.497559
	Iteration 0F: 2 clusters Score -3180692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -3163946.000000 Penalty: 5002.995117
	Iteration 0F: 3 clusters Score -3163946 nChanged 10817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3169808.250000 Penalty: 5002.995117
	Iteration 1F: 3 clusters Score -3169808 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3170235.000000 Penalty: 5002.995117
	Iteration 2Q: 3 clusters Score -3170235 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -3170621.000000 Penalty: 5002.995117
	Iteration 3Q: 3 clusters Score -3170621 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3170978.000000 Penalty: 5002.995117
	Iteration 4Q: 3 clusters Score -3170978 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -3171395.750000 Penalty: 5002.995117
	Iteration 5Q: 3 clusters Score -3171396 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3171850.000000 Penalty: 5002.995117
	Iteration 6Q: 3 clusters Score -3171850 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3172385.500000 Penalty: 5002.995117
	Iteration 7Q: 3 clusters Score -3172386 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3172998.250000 Penalty: 5002.995117
	Iteration 8Q: 3 clusters Score -3172998 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3173735.750000 Penalty: 5002.995117
	Iteration 9Q: 3 clusters Score -3173736 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -3174606.250000 Penalty: 5002.995117
	Iteration 10F: 3 clusters Score -3174606 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3175480.500000 Penalty: 5002.995117
	Iteration 11F: 3 clusters Score -3175480 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3176361.750000 Penalty: 5002.995117
	Iteration 12Q: 3 clusters Score -3176362 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -3177094.250000 Penalty: 5002.995117
	Iteration 13Q: 3 clusters Score -3177094 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3177618.250000 Penalty: 5002.995117
	Iteration 14Q: 3 clusters Score -3177618 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3177938.500000 Penalty: 5002.995117
	Iteration 15Q: 3 clusters Score -3177938 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3178130.500000 Penalty: 5002.995117
	Iteration 16Q: 3 clusters Score -3178130 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3178254.250000 Penalty: 5002.995117
	Iteration 17Q: 3 clusters Score -3178254 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3178331.750000 Penalty: 5002.995117
	Iteration 18Q: 3 clusters Score -3178332 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3178397.000000 Penalty: 5002.995117
	Iteration 19Q: 3 clusters Score -3178397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3178428.250000 Penalty: 5002.995117
	Iteration 20F: 3 clusters Score -3178428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3178456.000000 Penalty: 5002.995117
	Iteration 21Q: 3 clusters Score -3178456 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3178476.000000 Penalty: 5002.995117
	Iteration 22Q: 3 clusters Score -3178476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3178490.000000 Penalty: 5002.995117
	Iteration 23Q: 3 clusters Score -3178490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3178503.750000 Penalty: 5002.995117
	Iteration 24Q: 3 clusters Score -3178504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3178515.500000 Penalty: 5002.995117
	Iteration 25Q: 3 clusters Score -3178516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3178527.000000 Penalty: 5002.995117
	Iteration 26Q: 3 clusters Score -3178527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3178532.250000 Penalty: 5002.995117
	Iteration 27Q: 3 clusters Score -3178532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3178539.250000 Penalty: 5002.995117
	Iteration 28Q: 3 clusters Score -3178539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3178540.750000 Penalty: 5002.995117
	Iteration 29Q: 3 clusters Score -3178541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3178547.750000 Penalty: 5002.995117
	Iteration 30Q: 3 clusters Score -3178548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3178553.250000 Penalty: 5002.995117
	Iteration 31Q: 3 clusters Score -3178553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3178557.500000 Penalty: 5002.995117
	Iteration 32Q: 3 clusters Score -3178558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3178561.000000 Penalty: 5002.995117
	Iteration 33Q: 3 clusters Score -3178561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3178561.750000 Penalty: 5002.995117
	Iteration 34Q: 3 clusters Score -3178562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3178561.750000 Penalty: 5002.995117
	Iteration 35F: 3 clusters Score -3178562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Entering Unmasked Estep 
Score: -1473029.375000 Penalty: 2314.978516
	Iteration 0F: 2 clusters Score -1473029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1464447.375000 Penalty: 4629.957031
	Iteration 0F: 3 clusters Score -1464447 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1467020.250000 Penalty: 4629.957031
	Iteration 1F: 3 clusters Score -1467020 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1467368.000000 Penalty: 4629.957031
	Iteration 2F: 3 clusters Score -1467368 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1467628.125000 Penalty: 4629.957031
	Iteration 3F: 3 clusters Score -1467628 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1467841.625000 Penalty: 4629.957031
	Iteration 4Q: 3 clusters Score -1467842 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1468019.000000 Penalty: 4629.957031
	Iteration 5Q: 3 clusters Score -1468019 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1468165.250000 Penalty: 4629.957031
	Iteration 6Q: 3 clusters Score -1468165 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1468323.500000 Penalty: 4629.957031
	Iteration 7Q: 3 clusters Score -1468324 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1468506.875000 Penalty: 4629.957031
	Iteration 8Q: 3 clusters Score -1468507 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1468699.750000 Penalty: 4629.957031
	Iteration 9Q: 3 clusters Score -1468700 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1468885.125000 Penalty: 4629.957031
	Iteration 10Q: 3 clusters Score -1468885 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1469100.125000 Penalty: 4629.957031
	Iteration 11Q: 3 clusters Score -1469100 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1469358.750000 Penalty: 4629.957031
	Iteration 12Q: 3 clusters Score -1469359 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1469653.500000 Penalty: 4629.957031
	Iteration 13Q: 3 clusters Score -1469654 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1469953.750000 Penalty: 4629.957031
	Iteration 14Q: 3 clusters Score -1469954 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1470266.500000 Penalty: 4629.957031
	Iteration 15Q: 3 clusters Score -1470266 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1470541.875000 Penalty: 4629.957031
	Iteration 16Q: 3 clusters Score -1470542 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1470741.875000 Penalty: 4629.957031
	Iteration 17Q: 3 clusters Score -1470742 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1470902.750000 Penalty: 4629.957031
	Iteration 18Q: 3 clusters Score -1470903 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1471019.500000 Penalty: 4629.957031
	Iteration 19Q: 3 clusters Score -1471020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1471094.625000 Penalty: 4629.957031
	Iteration 20F: 3 clusters Score -1471095 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1471146.625000 Penalty: 4629.957031
	Iteration 21Q: 3 clusters Score -1471147 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1471185.500000 Penalty: 4629.957031
	Iteration 22Q: 3 clusters Score -1471186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1471216.375000 Penalty: 4629.957031
	Iteration 23Q: 3 clusters Score -1471216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1471240.625000 Penalty: 4629.957031
	Iteration 24Q: 3 clusters Score -1471241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1471256.250000 Penalty: 4629.957031
	Iteration 25Q: 3 clusters Score -1471256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1471264.500000 Penalty: 4629.957031
	Iteration 26Q: 3 clusters Score -1471264 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1471287.250000 Penalty: 4629.957031
	Iteration 27Q: 3 clusters Score -1471287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1471294.375000 Penalty: 4629.957031
	Iteration 28Q: 3 clusters Score -1471294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1471303.750000 Penalty: 4629.957031
	Iteration 29Q: 3 clusters Score -1471304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1471313.875000 Penalty: 4629.957031
	Iteration 30Q: 3 clusters Score -1471314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -1471322.125000 Penalty: 4629.957031
	Iteration 31Q: 3 clusters Score -1471322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1471324.250000 Penalty: 4629.957031
	Iteration 32Q: 3 clusters Score -1471324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1471331.625000 Penalty: 4629.957031
	Iteration 33Q: 3 clusters Score -1471332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1471336.125000 Penalty: 4629.957031
	Iteration 34Q: 3 clusters Score -1471336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1471340.000000 Penalty: 4629.957031
	Iteration 35Q: 3 clusters Score -1471340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1471343.500000 Penalty: 4629.957031
	Iteration 36Q: 3 clusters Score -1471344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1471346.125000 Penalty: 4629.957031
	Iteration 37Q: 3 clusters Score -1471346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1471354.750000 Penalty: 4629.957031
	Iteration 38Q: 3 clusters Score -1471355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1471357.750000 Penalty: 4629.957031
	Iteration 39Q: 3 clusters Score -1471358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1471362.250000 Penalty: 4629.957031
	Iteration 40F: 3 clusters Score -1471362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1471366.500000 Penalty: 4629.957031
	Iteration 41Q: 3 clusters Score -1471366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1471369.375000 Penalty: 4629.957031
	Iteration 42Q: 3 clusters Score -1471369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1471369.375000 Penalty: 4629.957031
	Iteration 43Q: 3 clusters Score -1471369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1471371.125000 Penalty: 4629.957031
	Iteration 44Q: 3 clusters Score -1471371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1471371.750000 Penalty: 4629.957031
	Iteration 45Q: 3 clusters Score -1471372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1471375.125000 Penalty: 4629.957031
	Iteration 46Q: 3 clusters Score -1471375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1471374.625000 Penalty: 4629.957031
	Iteration 47Q: 3 clusters Score -1471375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1471375.000000 Penalty: 4629.957031
	Iteration 48Q: 3 clusters Score -1471375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1471375.000000 Penalty: 4629.957031
	Iteration 49F: 3 clusters Score -1471375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Entering Unmasked Estep 
Score: -3214035.750000 Penalty: 2518.156494
	Iteration 0F: 2 clusters Score -3214036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -3196260.250000 Penalty: 5036.312988
	Iteration 0F: 3 clusters Score -3196260 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -3203181.250000 Penalty: 5036.312988
	Iteration 1F: 3 clusters Score -3203181 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3204475.500000 Penalty: 5036.312988
	Iteration 2F: 3 clusters Score -3204476 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -3205885.000000 Penalty: 5036.312988
	Iteration 3F: 3 clusters Score -3205885 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3207277.000000 Penalty: 5036.312988
	Iteration 4F: 3 clusters Score -3207277 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -3208256.500000 Penalty: 5036.312988
	Iteration 5F: 3 clusters Score -3208256 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -3209032.750000 Penalty: 5036.312988
	Iteration 6F: 3 clusters Score -3209033 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -3209596.500000 Penalty: 5036.312988
	Iteration 7Q: 3 clusters Score -3209596 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -3209948.500000 Penalty: 5036.312988
	Iteration 8Q: 3 clusters Score -3209948 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -3210221.250000 Penalty: 5036.312988
	Iteration 9Q: 3 clusters Score -3210221 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3210454.750000 Penalty: 5036.312988
	Iteration 10Q: 3 clusters Score -3210455 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3210659.500000 Penalty: 5036.312988
	Iteration 11Q: 3 clusters Score -3210660 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3210806.500000 Penalty: 5036.312988
	Iteration 12Q: 3 clusters Score -3210806 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3210953.250000 Penalty: 5036.312988
	Iteration 13Q: 3 clusters Score -3210953 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -3211078.750000 Penalty: 5036.312988
	Iteration 14Q: 3 clusters Score -3211079 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3211175.000000 Penalty: 5036.312988
	Iteration 15Q: 3 clusters Score -3211175 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3211244.750000 Penalty: 5036.312988
	Iteration 16Q: 3 clusters Score -3211245 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3211305.750000 Penalty: 5036.312988
	Iteration 17Q: 3 clusters Score -3211306 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3211356.000000 Penalty: 5036.312988
	Iteration 18Q: 3 clusters Score -3211356 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -3211404.500000 Penalty: 5036.312988
	Iteration 19Q: 3 clusters Score -3211404 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -3211467.000000 Penalty: 5036.312988
	Iteration 20F: 3 clusters Score -3211467 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3211525.500000 Penalty: 5036.312988
	Iteration 21Q: 3 clusters Score -3211526 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3211570.250000 Penalty: 5036.312988
	Iteration 22Q: 3 clusters Score -3211570 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3211613.750000 Penalty: 5036.312988
	Iteration 23Q: 3 clusters Score -3211614 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3211690.250000 Penalty: 5036.312988
	Iteration 24Q: 3 clusters Score -3211690 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -3211725.250000 Penalty: 5036.312988
	Iteration 25Q: 3 clusters Score -3211725 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -3211769.250000 Penalty: 5036.312988
	Iteration 26Q: 3 clusters Score -3211769 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -3211801.500000 Penalty: 5036.312988
	Iteration 27Q: 3 clusters Score -3211802 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3211858.500000 Penalty: 5036.312988
	Iteration 28Q: 3 clusters Score -3211858 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -3211901.000000 Penalty: 5036.312988
	Iteration 29Q: 3 clusters Score -3211901 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -3211942.500000 Penalty: 5036.312988
	Iteration 30Q: 3 clusters Score -3211942 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -3211986.250000 Penalty: 5036.312988
	Iteration 31Q: 3 clusters Score -3211986 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -3212046.500000 Penalty: 5036.312988
	Iteration 32Q: 3 clusters Score -3212046 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -3212101.000000 Penalty: 5036.312988
	Iteration 33Q: 3 clusters Score -3212101 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3212169.250000 Penalty: 5036.312988
	Iteration 34Q: 3 clusters Score -3212169 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -3212235.250000 Penalty: 5036.312988
	Iteration 35Q: 3 clusters Score -3212235 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -3212302.500000 Penalty: 5036.312988
	Iteration 36Q: 3 clusters Score -3212302 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -3212371.250000 Penalty: 5036.312988
	Iteration 37Q: 3 clusters Score -3212371 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -3212451.750000 Penalty: 5036.312988
	Iteration 38Q: 3 clusters Score -3212452 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3212507.500000 Penalty: 5036.312988
	Iteration 39Q: 3 clusters Score -3212508 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -3212565.750000 Penalty: 5036.312988
	Iteration 40F: 3 clusters Score -3212566 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3212617.250000 Penalty: 5036.312988
	Iteration 41Q: 3 clusters Score -3212617 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -3212666.250000 Penalty: 5036.312988
	Iteration 42Q: 3 clusters Score -3212666 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3212712.500000 Penalty: 5036.312988
	Iteration 43Q: 3 clusters Score -3212712 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3212750.000000 Penalty: 5036.312988
	Iteration 44Q: 3 clusters Score -3212750 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -3212779.000000 Penalty: 5036.312988
	Iteration 45Q: 3 clusters Score -3212779 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3212796.750000 Penalty: 5036.312988
	Iteration 46Q: 3 clusters Score -3212797 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3212827.000000 Penalty: 5036.312988
	Iteration 47Q: 3 clusters Score -3212827 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3212852.000000 Penalty: 5036.312988
	Iteration 48Q: 3 clusters Score -3212852 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3212861.000000 Penalty: 5036.312988
	Iteration 49Q: 3 clusters Score -3212861 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3212876.250000 Penalty: 5036.312988
	Iteration 50Q: 3 clusters Score -3212876 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3212893.750000 Penalty: 5036.312988
	Iteration 51Q: 3 clusters Score -3212894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3212910.000000 Penalty: 5036.312988
	Iteration 52Q: 3 clusters Score -3212910 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3212929.750000 Penalty: 5036.312988
	Iteration 53Q: 3 clusters Score -3212930 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3212942.750000 Penalty: 5036.312988
	Iteration 54Q: 3 clusters Score -3212943 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3212954.250000 Penalty: 5036.312988
	Iteration 55Q: 3 clusters Score -3212954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3212956.000000 Penalty: 5036.312988
	Iteration 56Q: 3 clusters Score -3212956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3212965.250000 Penalty: 5036.312988
	Iteration 57Q: 3 clusters Score -3212965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3212965.750000 Penalty: 5036.312988
	Iteration 58Q: 3 clusters Score -3212966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3212965.750000 Penalty: 5036.312988
	Iteration 59Q: 3 clusters Score -3212966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3212976.750000 Penalty: 5036.312988
	Iteration 60F: 3 clusters Score -3212977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3212976.750000 Penalty: 5036.312988
	Iteration 61Q: 3 clusters Score -3212977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3212981.750000 Penalty: 5036.312988
	Iteration 62Q: 3 clusters Score -3212982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3212986.250000 Penalty: 5036.312988
	Iteration 63Q: 3 clusters Score -3212986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3212985.750000 Penalty: 5036.312988
	Iteration 64Q: 3 clusters Score -3212986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3212991.250000 Penalty: 5036.312988
	Iteration 65Q: 3 clusters Score -3212991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3212995.750000 Penalty: 5036.312988
	Iteration 66Q: 3 clusters Score -3212996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3213001.500000 Penalty: 5036.312988
	Iteration 67Q: 3 clusters Score -3213002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3213002.000000 Penalty: 5036.312988
	Iteration 68Q: 3 clusters Score -3213002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3212996.250000 Penalty: 5036.312988
	Iteration 69Q: 3 clusters Score -3212996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3213003.000000 Penalty: 5036.312988
	Iteration 70Q: 3 clusters Score -3213003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3213010.500000 Penalty: 5036.312988
	Iteration 71Q: 3 clusters Score -3213010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3213014.000000 Penalty: 5036.312988
	Iteration 72Q: 3 clusters Score -3213014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -3213019.750000 Penalty: 5036.312988
	Iteration 73Q: 3 clusters Score -3213020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3213023.500000 Penalty: 5036.312988
	Iteration 74Q: 3 clusters Score -3213024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3213030.000000 Penalty: 5036.312988
	Iteration 75Q: 3 clusters Score -3213030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3213027.750000 Penalty: 5036.312988
	Iteration 76Q: 3 clusters Score -3213028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -3213033.250000 Penalty: 5036.312988
	Iteration 77Q: 3 clusters Score -3213033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3213028.500000 Penalty: 5036.312988
	Iteration 78Q: 3 clusters Score -3213028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3213031.500000 Penalty: 5036.312988
	Iteration 79Q: 3 clusters Score -3213032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3213029.500000 Penalty: 5036.312988
	Iteration 80F: 3 clusters Score -3213030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (144711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144711 members 
Entering Unmasked Estep 
Score: -19850326.000000 Penalty: 2946.858398
	Iteration 0F: 2 clusters Score -1.985033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72464 members 
Mstep: Class 2 contains 72247 members 
Entering Unmasked Estep 
Score: -19755032.000000 Penalty: 5893.716797
	Iteration 0F: 3 clusters Score -1.975503e+07 nChanged 69108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73232 members 
Mstep: Class 2 contains 71479 members 
Entering Unmasked Estep 
Score: -19794548.000000 Penalty: 5893.716797
	Iteration 1F: 3 clusters Score -1.979455e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73635 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -19795292.000000 Penalty: 5893.716797
	Iteration 2Q: 3 clusters Score -1.979529e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74302 members 
Mstep: Class 2 contains 70409 members 
Entering Unmasked Estep 
Score: -19796076.000000 Penalty: 5893.716797
	Iteration 3Q: 3 clusters Score -1.979608e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75268 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -19797132.000000 Penalty: 5893.716797
	Iteration 4Q: 3 clusters Score -1.979713e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76743 members 
Mstep: Class 2 contains 67968 members 
Entering Unmasked Estep 
Score: -19798746.000000 Penalty: 5893.716797
	Iteration 5Q: 3 clusters Score -1.979875e+07 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79045 members 
Mstep: Class 2 contains 65666 members 
Entering Unmasked Estep 
Score: -19800928.000000 Penalty: 5893.716797
	Iteration 6Q: 3 clusters Score -1.980093e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82415 members 
Mstep: Class 2 contains 62296 members 
Entering Unmasked Estep 
Score: -19804050.000000 Penalty: 5893.716797
	Iteration 7Q: 3 clusters Score -1.980405e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87350 members 
Mstep: Class 2 contains 57361 members 
Entering Unmasked Estep 
Score: -19808844.000000 Penalty: 5893.716797
	Iteration 8F: 3 clusters Score -1.980884e+07 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93754 members 
Mstep: Class 2 contains 50957 members 
Entering Unmasked Estep 
Score: -19815374.000000 Penalty: 5893.716797
	Iteration 9F: 3 clusters Score -1.981537e+07 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101125 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -19822448.000000 Penalty: 5893.716797
	Iteration 10F: 3 clusters Score -1.982245e+07 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108592 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -19829400.000000 Penalty: 5893.716797
	Iteration 11F: 3 clusters Score -1.98294e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115203 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -19834852.000000 Penalty: 5893.716797
	Iteration 12F: 3 clusters Score -1.983485e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120711 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -19839168.000000 Penalty: 5893.716797
	Iteration 13Q: 3 clusters Score -1.983917e+07 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125125 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -19842442.000000 Penalty: 5893.716797
	Iteration 14Q: 3 clusters Score -1.984244e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128488 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -19844520.000000 Penalty: 5893.716797
	Iteration 15Q: 3 clusters Score -1.984452e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131028 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -19845728.000000 Penalty: 5893.716797
	Iteration 16Q: 3 clusters Score -1.984573e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133028 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -19846538.000000 Penalty: 5893.716797
	Iteration 17Q: 3 clusters Score -1.984654e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134650 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -19847032.000000 Penalty: 5893.716797
	Iteration 18Q: 3 clusters Score -1.984703e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135971 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -19847456.000000 Penalty: 5893.716797
	Iteration 19Q: 3 clusters Score -1.984746e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137072 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -19847716.000000 Penalty: 5893.716797
	Iteration 20F: 3 clusters Score -1.984772e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137943 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -19847930.000000 Penalty: 5893.716797
	Iteration 21Q: 3 clusters Score -1.984793e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138615 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -19848104.000000 Penalty: 5893.716797
	Iteration 22Q: 3 clusters Score -1.98481e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139181 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -19848232.000000 Penalty: 5893.716797
	Iteration 23Q: 3 clusters Score -1.984823e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139622 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -19848400.000000 Penalty: 5893.716797
	Iteration 24Q: 3 clusters Score -1.98484e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139989 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -19848424.000000 Penalty: 5893.716797
	Iteration 25Q: 3 clusters Score -1.984842e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140279 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -19848456.000000 Penalty: 5893.716797
	Iteration 26Q: 3 clusters Score -1.984846e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140516 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -19848512.000000 Penalty: 5893.716797
	Iteration 27Q: 3 clusters Score -1.984851e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140708 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -19848544.000000 Penalty: 5893.716797
	Iteration 28Q: 3 clusters Score -1.984854e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140861 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -19848626.000000 Penalty: 5893.716797
	Iteration 29Q: 3 clusters Score -1.984863e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140988 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -19848618.000000 Penalty: 5893.716797
	Iteration 30Q: 3 clusters Score -1.984862e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141092 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -19848610.000000 Penalty: 5893.716797
	Iteration 31Q: 3 clusters Score -1.984861e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141182 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -19848654.000000 Penalty: 5893.716797
	Iteration 32Q: 3 clusters Score -1.984865e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141260 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -19848662.000000 Penalty: 5893.716797
	Iteration 33Q: 3 clusters Score -1.984866e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141330 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -19848650.000000 Penalty: 5893.716797
	Iteration 34Q: 3 clusters Score -1.984865e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141407 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -19848696.000000 Penalty: 5893.716797
	Iteration 35Q: 3 clusters Score -1.98487e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141467 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -19848722.000000 Penalty: 5893.716797
	Iteration 36Q: 3 clusters Score -1.984872e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141524 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -19848724.000000 Penalty: 5893.716797
	Iteration 37Q: 3 clusters Score -1.984872e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141569 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -19848738.000000 Penalty: 5893.716797
	Iteration 38Q: 3 clusters Score -1.984874e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141615 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -19848744.000000 Penalty: 5893.716797
	Iteration 39Q: 3 clusters Score -1.984874e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141658 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -19848756.000000 Penalty: 5893.716797
	Iteration 40F: 3 clusters Score -1.984876e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141697 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -19848740.000000 Penalty: 5893.716797
	Iteration 41Q: 3 clusters Score -1.984874e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141745 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -19848760.000000 Penalty: 5893.716797
	Iteration 42Q: 3 clusters Score -1.984876e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141777 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -19848754.000000 Penalty: 5893.716797
	Iteration 43Q: 3 clusters Score -1.984875e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141811 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -19848756.000000 Penalty: 5893.716797
	Iteration 44Q: 3 clusters Score -1.984876e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141847 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -19848758.000000 Penalty: 5893.716797
	Iteration 45Q: 3 clusters Score -1.984876e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141881 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -19848748.000000 Penalty: 5893.716797
	Iteration 46Q: 3 clusters Score -1.984875e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141917 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -19848794.000000 Penalty: 5893.716797
	Iteration 47Q: 3 clusters Score -1.984879e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141940 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -19848814.000000 Penalty: 5893.716797
	Iteration 48Q: 3 clusters Score -1.984881e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141956 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -19848804.000000 Penalty: 5893.716797
	Iteration 49Q: 3 clusters Score -1.98488e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141972 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -19848790.000000 Penalty: 5893.716797
	Iteration 50Q: 3 clusters Score -1.984879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141982 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -19848790.000000 Penalty: 5893.716797
	Iteration 51Q: 3 clusters Score -1.984879e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141985 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -19848788.000000 Penalty: 5893.716797
	Iteration 52Q: 3 clusters Score -1.984879e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141990 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -19848788.000000 Penalty: 5893.716797
	Iteration 53Q: 3 clusters Score -1.984879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141994 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -19848794.000000 Penalty: 5893.716797
	Iteration 54Q: 3 clusters Score -1.984879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141999 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -19848788.000000 Penalty: 5893.716797
	Iteration 55Q: 3 clusters Score -1.984879e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142005 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -19848808.000000 Penalty: 5893.716797
	Iteration 56Q: 3 clusters Score -1.984881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142014 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -19848812.000000 Penalty: 5893.716797
	Iteration 57Q: 3 clusters Score -1.984881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142018 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -19848802.000000 Penalty: 5893.716797
	Iteration 58Q: 3 clusters Score -1.98488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142023 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -19848796.000000 Penalty: 5893.716797
	Iteration 59Q: 3 clusters Score -1.98488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142030 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -19848802.000000 Penalty: 5893.716797
	Iteration 60F: 3 clusters Score -1.98488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142035 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -19848804.000000 Penalty: 5893.716797
	Iteration 61Q: 3 clusters Score -1.98488e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142044 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -19848786.000000 Penalty: 5893.716797
	Iteration 62Q: 3 clusters Score -1.984879e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142051 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -19848778.000000 Penalty: 5893.716797
	Iteration 63Q: 3 clusters Score -1.984878e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142058 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -19848774.000000 Penalty: 5893.716797
	Iteration 64Q: 3 clusters Score -1.984877e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142061 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -19848782.000000 Penalty: 5893.716797
	Iteration 65Q: 3 clusters Score -1.984878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142063 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -19848794.000000 Penalty: 5893.716797
	Iteration 66Q: 3 clusters Score -1.984879e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142067 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -19848776.000000 Penalty: 5893.716797
	Iteration 67Q: 3 clusters Score -1.984878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142068 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -19848780.000000 Penalty: 5893.716797
	Iteration 68Q: 3 clusters Score -1.984878e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142071 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -19848790.000000 Penalty: 5893.716797
	Iteration 69Q: 3 clusters Score -1.984879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142073 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -19848780.000000 Penalty: 5893.716797
	Iteration 70Q: 3 clusters Score -1.984878e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142074 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -19848792.000000 Penalty: 5893.716797
	Iteration 71Q: 3 clusters Score -1.984879e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142076 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -19848792.000000 Penalty: 5893.716797
	Iteration 72Q: 3 clusters Score -1.984879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142079 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -19848790.000000 Penalty: 5893.716797
	Iteration 73Q: 3 clusters Score -1.984879e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142082 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -19848782.000000 Penalty: 5893.716797
	Iteration 74Q: 3 clusters Score -1.984878e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142084 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -19848790.000000 Penalty: 5893.716797
	Iteration 75Q: 3 clusters Score -1.984879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142085 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -19848796.000000 Penalty: 5893.716797
	Iteration 76Q: 3 clusters Score -1.98488e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142085 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -19848796.000000 Penalty: 5893.716797
	Iteration 77F: 3 clusters Score -1.98488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -29053.767578 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -29053.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27842.320312 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -27842.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27925.011719 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -27925.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -27968.607422 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -27968.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27983.142578 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -27983.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -27983.142578 Penalty: 2710.060547
	Iteration 4F: 3 clusters Score -27983.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Entering Unmasked Estep 
Score: -1014153.937500 Penalty: 2206.184082
	Iteration 0F: 2 clusters Score -1014154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1008195.625000 Penalty: 4412.368164
	Iteration 0F: 3 clusters Score -1008196 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1009781.125000 Penalty: 4412.368164
	Iteration 1F: 3 clusters Score -1009781 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1010050.250000 Penalty: 4412.368164
	Iteration 2F: 3 clusters Score -1010050 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1010258.625000 Penalty: 4412.368164
	Iteration 3F: 3 clusters Score -1010259 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1010495.062500 Penalty: 4412.368164
	Iteration 4Q: 3 clusters Score -1010495 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1010761.125000 Penalty: 4412.368164
	Iteration 5Q: 3 clusters Score -1010761 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1010984.437500 Penalty: 4412.368164
	Iteration 6Q: 3 clusters Score -1010984 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1011204.500000 Penalty: 4412.368164
	Iteration 7Q: 3 clusters Score -1011204 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1011457.562500 Penalty: 4412.368164
	Iteration 8Q: 3 clusters Score -1011458 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1011761.562500 Penalty: 4412.368164
	Iteration 9Q: 3 clusters Score -1011762 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1011980.750000 Penalty: 4412.368164
	Iteration 10Q: 3 clusters Score -1011981 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1012137.062500 Penalty: 4412.368164
	Iteration 11Q: 3 clusters Score -1012137 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1012258.625000 Penalty: 4412.368164
	Iteration 12Q: 3 clusters Score -1012259 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1012344.375000 Penalty: 4412.368164
	Iteration 13Q: 3 clusters Score -1012344 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1012409.375000 Penalty: 4412.368164
	Iteration 14Q: 3 clusters Score -1012409 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1012462.812500 Penalty: 4412.368164
	Iteration 15Q: 3 clusters Score -1012463 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1012508.625000 Penalty: 4412.368164
	Iteration 16Q: 3 clusters Score -1012509 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1012536.937500 Penalty: 4412.368164
	Iteration 17Q: 3 clusters Score -1012537 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1012568.187500 Penalty: 4412.368164
	Iteration 18Q: 3 clusters Score -1012568 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1012602.687500 Penalty: 4412.368164
	Iteration 19Q: 3 clusters Score -1012603 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1012635.625000 Penalty: 4412.368164
	Iteration 20F: 3 clusters Score -1012636 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1012668.625000 Penalty: 4412.368164
	Iteration 21Q: 3 clusters Score -1012669 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1012703.312500 Penalty: 4412.368164
	Iteration 22Q: 3 clusters Score -1012703 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1012734.562500 Penalty: 4412.368164
	Iteration 23Q: 3 clusters Score -1012735 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1012759.750000 Penalty: 4412.368164
	Iteration 24Q: 3 clusters Score -1012760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1012783.250000 Penalty: 4412.368164
	Iteration 25Q: 3 clusters Score -1012783 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1012807.812500 Penalty: 4412.368164
	Iteration 26Q: 3 clusters Score -1012808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1012832.625000 Penalty: 4412.368164
	Iteration 27Q: 3 clusters Score -1012833 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1012857.687500 Penalty: 4412.368164
	Iteration 28Q: 3 clusters Score -1012858 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1012884.187500 Penalty: 4412.368164
	Iteration 29Q: 3 clusters Score -1012884 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1012919.375000 Penalty: 4412.368164
	Iteration 30Q: 3 clusters Score -1012919 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1012960.000000 Penalty: 4412.368164
	Iteration 31Q: 3 clusters Score -1012960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1012993.375000 Penalty: 4412.368164
	Iteration 32Q: 3 clusters Score -1012993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1013016.937500 Penalty: 4412.368164
	Iteration 33Q: 3 clusters Score -1013017 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1013029.125000 Penalty: 4412.368164
	Iteration 34Q: 3 clusters Score -1013029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1013044.937500 Penalty: 4412.368164
	Iteration 35Q: 3 clusters Score -1013045 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1013058.062500 Penalty: 4412.368164
	Iteration 36Q: 3 clusters Score -1013058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1013073.187500 Penalty: 4412.368164
	Iteration 37Q: 3 clusters Score -1013073 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1013086.437500 Penalty: 4412.368164
	Iteration 38Q: 3 clusters Score -1013086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1013095.687500 Penalty: 4412.368164
	Iteration 39Q: 3 clusters Score -1013096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1013111.687500 Penalty: 4412.368164
	Iteration 40F: 3 clusters Score -1013112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1013133.062500 Penalty: 4412.368164
	Iteration 41Q: 3 clusters Score -1013133 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1013157.062500 Penalty: 4412.368164
	Iteration 42Q: 3 clusters Score -1013157 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1013170.750000 Penalty: 4412.368164
	Iteration 43Q: 3 clusters Score -1013171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1013181.750000 Penalty: 4412.368164
	Iteration 44Q: 3 clusters Score -1013182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1013192.312500 Penalty: 4412.368164
	Iteration 45Q: 3 clusters Score -1013192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1013204.000000 Penalty: 4412.368164
	Iteration 46Q: 3 clusters Score -1013204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1013213.062500 Penalty: 4412.368164
	Iteration 47Q: 3 clusters Score -1013213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1013223.062500 Penalty: 4412.368164
	Iteration 48Q: 3 clusters Score -1013223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1013230.250000 Penalty: 4412.368164
	Iteration 49Q: 3 clusters Score -1013230 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1013236.875000 Penalty: 4412.368164
	Iteration 50Q: 3 clusters Score -1013237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1013245.937500 Penalty: 4412.368164
	Iteration 51Q: 3 clusters Score -1013246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1013248.375000 Penalty: 4412.368164
	Iteration 52Q: 3 clusters Score -1013248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1013253.812500 Penalty: 4412.368164
	Iteration 53Q: 3 clusters Score -1013254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1013252.312500 Penalty: 4412.368164
	Iteration 54Q: 3 clusters Score -1013252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1013254.125000 Penalty: 4412.368164
	Iteration 55Q: 3 clusters Score -1013254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1013254.375000 Penalty: 4412.368164
	Iteration 56Q: 3 clusters Score -1013254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1013256.437500 Penalty: 4412.368164
	Iteration 57Q: 3 clusters Score -1013256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1013260.500000 Penalty: 4412.368164
	Iteration 58Q: 3 clusters Score -1013260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1013259.000000 Penalty: 4412.368164
	Iteration 59Q: 3 clusters Score -1013259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1013258.875000 Penalty: 4412.368164
	Iteration 60F: 3 clusters Score -1013259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -64492.296875 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -64492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -63053.828125 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -63053.83 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -63205.125000 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -63205.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63240.644531 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -63240.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63269.640625 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -63269.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63278.203125 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -63278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63280.761719 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -63280.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63285.683594 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -63285.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63285.683594 Penalty: 3068.359619
	Iteration 7F: 3 clusters Score -63285.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Entering Unmasked Estep 
Score: -879515.625000 Penalty: 2187.240234
	Iteration 0F: 2 clusters Score -879515.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -873909.250000 Penalty: 4374.480469
	Iteration 0F: 3 clusters Score -873909.2 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -875402.875000 Penalty: 4374.480469
	Iteration 1F: 3 clusters Score -875402.9 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -875714.000000 Penalty: 4374.480469
	Iteration 2F: 3 clusters Score -875714 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -875966.125000 Penalty: 4374.480469
	Iteration 3F: 3 clusters Score -875966.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -876184.187500 Penalty: 4374.480469
	Iteration 4Q: 3 clusters Score -876184.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -876360.125000 Penalty: 4374.480469
	Iteration 5Q: 3 clusters Score -876360.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -876507.687500 Penalty: 4374.480469
	Iteration 6Q: 3 clusters Score -876507.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -876684.437500 Penalty: 4374.480469
	Iteration 7Q: 3 clusters Score -876684.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -876847.062500 Penalty: 4374.480469
	Iteration 8Q: 3 clusters Score -876847.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -876998.187500 Penalty: 4374.480469
	Iteration 9Q: 3 clusters Score -876998.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -877159.437500 Penalty: 4374.480469
	Iteration 10Q: 3 clusters Score -877159.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -877345.312500 Penalty: 4374.480469
	Iteration 11Q: 3 clusters Score -877345.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -877511.250000 Penalty: 4374.480469
	Iteration 12Q: 3 clusters Score -877511.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -877652.312500 Penalty: 4374.480469
	Iteration 13Q: 3 clusters Score -877652.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -877776.187500 Penalty: 4374.480469
	Iteration 14Q: 3 clusters Score -877776.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -877869.625000 Penalty: 4374.480469
	Iteration 15Q: 3 clusters Score -877869.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -877965.062500 Penalty: 4374.480469
	Iteration 16Q: 3 clusters Score -877965.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -878038.812500 Penalty: 4374.480469
	Iteration 17Q: 3 clusters Score -878038.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -878093.250000 Penalty: 4374.480469
	Iteration 18Q: 3 clusters Score -878093.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -878131.562500 Penalty: 4374.480469
	Iteration 19Q: 3 clusters Score -878131.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -878172.000000 Penalty: 4374.480469
	Iteration 20F: 3 clusters Score -878172 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -878199.375000 Penalty: 4374.480469
	Iteration 21Q: 3 clusters Score -878199.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -878219.625000 Penalty: 4374.480469
	Iteration 22Q: 3 clusters Score -878219.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -878234.625000 Penalty: 4374.480469
	Iteration 23Q: 3 clusters Score -878234.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -878249.187500 Penalty: 4374.480469
	Iteration 24Q: 3 clusters Score -878249.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -878260.500000 Penalty: 4374.480469
	Iteration 25Q: 3 clusters Score -878260.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -878277.875000 Penalty: 4374.480469
	Iteration 26Q: 3 clusters Score -878277.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -878283.625000 Penalty: 4374.480469
	Iteration 27Q: 3 clusters Score -878283.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -878288.812500 Penalty: 4374.480469
	Iteration 28Q: 3 clusters Score -878288.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -878294.000000 Penalty: 4374.480469
	Iteration 29Q: 3 clusters Score -878294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -878297.000000 Penalty: 4374.480469
	Iteration 30Q: 3 clusters Score -878297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -878300.437500 Penalty: 4374.480469
	Iteration 31Q: 3 clusters Score -878300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -878301.625000 Penalty: 4374.480469
	Iteration 32Q: 3 clusters Score -878301.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -878304.125000 Penalty: 4374.480469
	Iteration 33Q: 3 clusters Score -878304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -878305.187500 Penalty: 4374.480469
	Iteration 34Q: 3 clusters Score -878305.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -878306.000000 Penalty: 4374.480469
	Iteration 35Q: 3 clusters Score -878306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -878305.125000 Penalty: 4374.480469
	Iteration 36Q: 3 clusters Score -878305.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -878307.812500 Penalty: 4374.480469
	Iteration 37Q: 3 clusters Score -878307.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -878309.687500 Penalty: 4374.480469
	Iteration 38Q: 3 clusters Score -878309.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -878309.687500 Penalty: 4374.480469
	Iteration 39F: 3 clusters Score -878309.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37420.335938 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -37420.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36172.734375 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -36172.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -36312.148438 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -36312.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36381.687500 Penalty: 2879.346924
	Iteration 2Q: 3 clusters Score -36381.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36434.480469 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -36434.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36578.253906 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -36578.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36640.609375 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -36640.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36690.238281 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -36690.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36747.070312 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -36747.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36779.125000 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -36779.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36788.500000 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -36788.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36795.382812 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -36795.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -36814.812500 Penalty: 2879.346924
	Iteration 11Q: 3 clusters Score -36814.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -36822.761719 Penalty: 2879.346924
	Iteration 12Q: 3 clusters Score -36822.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36858.480469 Penalty: 2879.346924
	Iteration 13Q: 3 clusters Score -36858.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -36944.664062 Penalty: 2879.346924
	Iteration 14Q: 3 clusters Score -36944.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36997.757812 Penalty: 2879.346924
	Iteration 15Q: 3 clusters Score -36997.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -37088.343750 Penalty: 2879.346924
	Iteration 16Q: 3 clusters Score -37088.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37098.796875 Penalty: 2879.346924
	Iteration 17Q: 3 clusters Score -37098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37111.667969 Penalty: 2879.346924
	Iteration 18Q: 3 clusters Score -37111.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37130.093750 Penalty: 2879.346924
	Iteration 19Q: 3 clusters Score -37130.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37146.484375 Penalty: 2879.346924
	Iteration 20F: 3 clusters Score -37146.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -37168.488281 Penalty: 2879.346924
	Iteration 21Q: 3 clusters Score -37168.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -37189.242188 Penalty: 2879.346924
	Iteration 22Q: 3 clusters Score -37189.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37237.890625 Penalty: 2879.346924
	Iteration 23Q: 3 clusters Score -37237.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37261.964844 Penalty: 2879.346924
	Iteration 24Q: 3 clusters Score -37261.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -37275.140625 Penalty: 2879.346924
	Iteration 25Q: 3 clusters Score -37275.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37319.894531 Penalty: 2879.346924
	Iteration 26Q: 3 clusters Score -37319.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -37319.894531 Penalty: 2879.346924
	Iteration 27F: 3 clusters Score -37319.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -150993.640625 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -150993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -149018.953125 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -149019 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -149728.062500 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -149728.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -150485.578125 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -150485.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -151118.953125 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -151119 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -151550.062500 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -151550.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -151828.156250 Penalty: 3496.860840
	Iteration 5Q: 3 clusters Score -151828.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -152040.343750 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -152040.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152100.140625 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -152100.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -152114.859375 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -152114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -152116.343750 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -152116.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -152117.734375 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -152117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152119.296875 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -152119.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -152127.640625 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -152127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -152145.468750 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -152145.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -152153.078125 Penalty: 3496.860840
	Iteration 14Q: 3 clusters Score -152153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152158.218750 Penalty: 3496.860840
	Iteration 15Q: 3 clusters Score -152158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -152161.578125 Penalty: 3496.860840
	Iteration 16Q: 3 clusters Score -152161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -152165.296875 Penalty: 3496.860840
	Iteration 17Q: 3 clusters Score -152165.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -152165.296875 Penalty: 3496.860840
	Iteration 18F: 3 clusters Score -152165.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62031 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48925 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 84986 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276409 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144711 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 440 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Mstep: Class 28 contains 713 members 
Entering Unmasked Estep 
Score: -122233968.000000 Penalty: 95255.710938
Splitting cluster 25 changes total score from -122234440.000000 to -122233968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -72093.664062 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -72093.66 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 307 members 
Entering Unmasked Estep 
Score: -70600.242188 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70600.24 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70819.500000 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -70819.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70942.367188 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -70942.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71071.445312 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -71071.45 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71304.406250 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -71304.41 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71564.296875 Penalty: 3152.629395
	Iteration 5F: 3 clusters Score -71564.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -72042.648438 Penalty: 3152.629395
	Iteration 6F: 3 clusters Score -72042.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -72223.242188 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -72223.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -72245.601562 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -72245.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -72264.617188 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -72264.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -72304.000000 Penalty: 3152.629395
	Iteration 10Q: 3 clusters Score -72304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72393.250000 Penalty: 3152.629395
	Iteration 11Q: 3 clusters Score -72393.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -72430.351562 Penalty: 3152.629395
	Iteration 12Q: 3 clusters Score -72430.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -72481.359375 Penalty: 3152.629395
	Iteration 13Q: 3 clusters Score -72481.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -72492.375000 Penalty: 3152.629395
	Iteration 14Q: 3 clusters Score -72492.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72496.835938 Penalty: 3152.629395
	Iteration 15Q: 3 clusters Score -72496.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72496.835938 Penalty: 3152.629395
	Iteration 16F: 3 clusters Score -72496.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62031 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48925 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 84986 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276409 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144711 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 177 members 
Mstep: Class 27 contains 14772 members 
Mstep: Class 28 contains 399 members 
Entering Unmasked Estep 
Score: -122232832.000000 Penalty: 95255.710938
Splitting cluster 26 changes total score from -122234440.000000 to -122232832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (14772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Entering Unmasked Estep 
Score: -2014594.125000 Penalty: 2380.921143
	Iteration 0F: 2 clusters Score -2014594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -2003878.375000 Penalty: 4761.842285
	Iteration 0F: 3 clusters Score -2003878 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -2007159.875000 Penalty: 4761.842285
	Iteration 1F: 3 clusters Score -2007160 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -2007503.000000 Penalty: 4761.842285
	Iteration 2F: 3 clusters Score -2007503 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2007761.375000 Penalty: 4761.842285
	Iteration 3Q: 3 clusters Score -2007761 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2007957.125000 Penalty: 4761.842285
	Iteration 4Q: 3 clusters Score -2007957 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2008141.625000 Penalty: 4761.842285
	Iteration 5Q: 3 clusters Score -2008142 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2008350.750000 Penalty: 4761.842285
	Iteration 6Q: 3 clusters Score -2008351 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -2008606.875000 Penalty: 4761.842285
	Iteration 7Q: 3 clusters Score -2008607 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2008944.875000 Penalty: 4761.842285
	Iteration 8Q: 3 clusters Score -2008945 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2009417.500000 Penalty: 4761.842285
	Iteration 9F: 3 clusters Score -2009418 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -2009956.000000 Penalty: 4761.842285
	Iteration 10F: 3 clusters Score -2009956 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2010574.375000 Penalty: 4761.842285
	Iteration 11F: 3 clusters Score -2010574 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2011159.125000 Penalty: 4761.842285
	Iteration 12Q: 3 clusters Score -2011159 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -2011576.500000 Penalty: 4761.842285
	Iteration 13Q: 3 clusters Score -2011576 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -2011901.375000 Penalty: 4761.842285
	Iteration 14Q: 3 clusters Score -2011901 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2012140.625000 Penalty: 4761.842285
	Iteration 15Q: 3 clusters Score -2012141 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2012264.750000 Penalty: 4761.842285
	Iteration 16Q: 3 clusters Score -2012265 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2012341.500000 Penalty: 4761.842285
	Iteration 17Q: 3 clusters Score -2012342 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2012390.250000 Penalty: 4761.842285
	Iteration 18Q: 3 clusters Score -2012390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2012413.375000 Penalty: 4761.842285
	Iteration 19Q: 3 clusters Score -2012413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -2012434.875000 Penalty: 4761.842285
	Iteration 20F: 3 clusters Score -2012435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2012448.625000 Penalty: 4761.842285
	Iteration 21Q: 3 clusters Score -2012449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2012463.500000 Penalty: 4761.842285
	Iteration 22Q: 3 clusters Score -2012464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -2012473.750000 Penalty: 4761.842285
	Iteration 23Q: 3 clusters Score -2012474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2012478.000000 Penalty: 4761.842285
	Iteration 24Q: 3 clusters Score -2012478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2012486.125000 Penalty: 4761.842285
	Iteration 25Q: 3 clusters Score -2012486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2012489.000000 Penalty: 4761.842285
	Iteration 26Q: 3 clusters Score -2012489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -2012493.125000 Penalty: 4761.842285
	Iteration 27Q: 3 clusters Score -2012493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2012497.000000 Penalty: 4761.842285
	Iteration 28Q: 3 clusters Score -2012497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2012501.500000 Penalty: 4761.842285
	Iteration 29Q: 3 clusters Score -2012502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2012503.250000 Penalty: 4761.842285
	Iteration 30Q: 3 clusters Score -2012503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2012503.250000 Penalty: 4761.842285
	Iteration 31F: 3 clusters Score -2012503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62031 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48925 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 84986 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276409 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144711 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234424.000000 Penalty: 91853.718750
Iteration 479Q: 28 clusters Score -1.222344e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62030 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48925 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28887 members 
Mstep: Class 12 contains 84987 members 
Mstep: Class 13 contains 29453 members 
Mstep: Class 14 contains 276408 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144713 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234464.000000 Penalty: 91853.718750
Iteration 480F: 28 clusters Score -1.222345e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62029 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48925 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28885 members 
Mstep: Class 12 contains 84987 members 
Mstep: Class 13 contains 29454 members 
Mstep: Class 14 contains 276409 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144714 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234432.000000 Penalty: 91853.718750
Iteration 481Q: 28 clusters Score -1.222344e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62029 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48925 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28882 members 
Mstep: Class 12 contains 84987 members 
Mstep: Class 13 contains 29455 members 
Mstep: Class 14 contains 276409 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144715 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7302 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234424.000000 Penalty: 91853.718750
Iteration 482Q: 28 clusters Score -1.222344e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62029 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48925 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28881 members 
Mstep: Class 12 contains 84987 members 
Mstep: Class 13 contains 29456 members 
Mstep: Class 14 contains 276408 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144717 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7301 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234448.000000 Penalty: 91853.718750
Iteration 483Q: 28 clusters Score -1.222344e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62030 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48923 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28879 members 
Mstep: Class 12 contains 84987 members 
Mstep: Class 13 contains 29456 members 
Mstep: Class 14 contains 276410 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144718 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7301 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234448.000000 Penalty: 91853.718750
Iteration 484Q: 28 clusters Score -1.222344e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62029 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48922 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28878 members 
Mstep: Class 12 contains 84987 members 
Mstep: Class 13 contains 29456 members 
Mstep: Class 14 contains 276412 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144719 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7301 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234392.000000 Penalty: 91853.718750
Iteration 485Q: 28 clusters Score -1.222344e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62029 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48922 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28878 members 
Mstep: Class 12 contains 84987 members 
Mstep: Class 13 contains 29456 members 
Mstep: Class 14 contains 276412 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144719 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7301 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234392.000000 Penalty: 91853.718750
Iteration 486F: 28 clusters Score -1.222344e+08 nChanged 0
Entering ConstructFrom: 
Score: -122234392.000000 Penalty: 91853.718750
Entering ConstructFrom: 
Trying to split cluster 1 (49590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Entering Unmasked Estep 
Score: -6667020.000000 Penalty: 2681.262939
	Iteration 0F: 2 clusters Score -6667020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -6633501.500000 Penalty: 5362.525879
	Iteration 0F: 3 clusters Score -6633502 nChanged 22980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -6646368.500000 Penalty: 5362.525879
	Iteration 1F: 3 clusters Score -6646368 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -6647169.000000 Penalty: 5362.525879
	Iteration 2Q: 3 clusters Score -6647169 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -6648233.500000 Penalty: 5362.525879
	Iteration 3F: 3 clusters Score -6648234 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 28720 members 
Entering Unmasked Estep 
Score: -6649744.500000 Penalty: 5362.525879
	Iteration 4F: 3 clusters Score -6649744 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -6651696.000000 Penalty: 5362.525879
	Iteration 5F: 3 clusters Score -6651696 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -6653867.500000 Penalty: 5362.525879
	Iteration 6F: 3 clusters Score -6653868 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -6656021.000000 Penalty: 5362.525879
	Iteration 7F: 3 clusters Score -6656021 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -6658038.000000 Penalty: 5362.525879
	Iteration 8F: 3 clusters Score -6658038 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -6659752.000000 Penalty: 5362.525879
	Iteration 9F: 3 clusters Score -6659752 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -6660998.000000 Penalty: 5362.525879
	Iteration 10Q: 3 clusters Score -6660998 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -6662085.500000 Penalty: 5362.525879
	Iteration 11Q: 3 clusters Score -6662086 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -6663029.000000 Penalty: 5362.525879
	Iteration 12Q: 3 clusters Score -6663029 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -6663876.000000 Penalty: 5362.525879
	Iteration 13Q: 3 clusters Score -6663876 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -6664618.500000 Penalty: 5362.525879
	Iteration 14Q: 3 clusters Score -6664618 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -6665187.000000 Penalty: 5362.525879
	Iteration 15Q: 3 clusters Score -6665187 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -6665672.000000 Penalty: 5362.525879
	Iteration 16Q: 3 clusters Score -6665672 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -6666035.500000 Penalty: 5362.525879
	Iteration 17Q: 3 clusters Score -6666036 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -6666379.000000 Penalty: 5362.525879
	Iteration 18Q: 3 clusters Score -6666379 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -6666665.500000 Penalty: 5362.525879
	Iteration 19Q: 3 clusters Score -6666666 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -6666897.000000 Penalty: 5362.525879
	Iteration 20F: 3 clusters Score -6666897 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -6667067.000000 Penalty: 5362.525879
	Iteration 21Q: 3 clusters Score -6667067 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -6667144.000000 Penalty: 5362.525879
	Iteration 22Q: 3 clusters Score -6667144 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -6667191.000000 Penalty: 5362.525879
	Iteration 23Q: 3 clusters Score -6667191 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -6667228.000000 Penalty: 5362.525879
	Iteration 24Q: 3 clusters Score -6667228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -6667239.000000 Penalty: 5362.525879
	Iteration 25Q: 3 clusters Score -6667239 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -6667254.500000 Penalty: 5362.525879
	Iteration 26Q: 3 clusters Score -6667254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -6667286.500000 Penalty: 5362.525879
	Iteration 27Q: 3 clusters Score -6667286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -6667273.000000 Penalty: 5362.525879
	Iteration 28Q: 3 clusters Score -6667273 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -6667279.000000 Penalty: 5362.525879
	Iteration 29Q: 3 clusters Score -6667279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -6667282.000000 Penalty: 5362.525879
	Iteration 30Q: 3 clusters Score -6667282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -6667282.500000 Penalty: 5362.525879
	Iteration 31Q: 3 clusters Score -6667282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -6667277.500000 Penalty: 5362.525879
	Iteration 32Q: 3 clusters Score -6667278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -6667281.500000 Penalty: 5362.525879
	Iteration 33Q: 3 clusters Score -6667282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -6667279.000000 Penalty: 5362.525879
	Iteration 34Q: 3 clusters Score -6667279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -6667275.500000 Penalty: 5362.525879
	Iteration 35Q: 3 clusters Score -6667276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -6667279.500000 Penalty: 5362.525879
	Iteration 36Q: 3 clusters Score -6667280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -6667277.500000 Penalty: 5362.525879
	Iteration 37Q: 3 clusters Score -6667278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -6667279.000000 Penalty: 5362.525879
	Iteration 38Q: 3 clusters Score -6667279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -6667286.500000 Penalty: 5362.525879
	Iteration 39Q: 3 clusters Score -6667286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -6667290.500000 Penalty: 5362.525879
	Iteration 40F: 3 clusters Score -6667290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -6667292.000000 Penalty: 5362.525879
	Iteration 41Q: 3 clusters Score -6667292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -6667294.000000 Penalty: 5362.525879
	Iteration 42Q: 3 clusters Score -6667294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -6667295.000000 Penalty: 5362.525879
	Iteration 43Q: 3 clusters Score -6667295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -6667295.000000 Penalty: 5362.525879
	Iteration 44F: 3 clusters Score -6667295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62029 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48922 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28878 members 
Mstep: Class 12 contains 84987 members 
Mstep: Class 13 contains 29456 members 
Mstep: Class 14 contains 276412 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144719 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7301 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Mstep: Class 28 contains 45952 members 
Entering Unmasked Estep 
Score: -122233960.000000 Penalty: 95255.710938
Splitting cluster 1 changes total score from -122234392.000000 to -122233960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (32218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Entering Unmasked Estep 
Score: -4402213.000000 Penalty: 2574.309570
	Iteration 0F: 2 clusters Score -4402213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -4380147.000000 Penalty: 5148.619141
	Iteration 0F: 3 clusters Score -4380147 nChanged 14697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -4388171.500000 Penalty: 5148.619141
	Iteration 1F: 3 clusters Score -4388172 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -4388799.500000 Penalty: 5148.619141
	Iteration 2F: 3 clusters Score -4388800 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -4389444.500000 Penalty: 5148.619141
	Iteration 3Q: 3 clusters Score -4389444 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -4390151.000000 Penalty: 5148.619141
	Iteration 4Q: 3 clusters Score -4390151 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -4391055.500000 Penalty: 5148.619141
	Iteration 5F: 3 clusters Score -4391056 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -4392329.000000 Penalty: 5148.619141
	Iteration 6F: 3 clusters Score -4392329 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -4393954.000000 Penalty: 5148.619141
	Iteration 7F: 3 clusters Score -4393954 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -4395618.000000 Penalty: 5148.619141
	Iteration 8F: 3 clusters Score -4395618 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -4397209.000000 Penalty: 5148.619141
	Iteration 9F: 3 clusters Score -4397209 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -4398415.000000 Penalty: 5148.619141
	Iteration 10Q: 3 clusters Score -4398415 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -4399183.500000 Penalty: 5148.619141
	Iteration 11Q: 3 clusters Score -4399184 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -4399576.500000 Penalty: 5148.619141
	Iteration 12Q: 3 clusters Score -4399576 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -4399781.500000 Penalty: 5148.619141
	Iteration 13Q: 3 clusters Score -4399782 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -4399948.000000 Penalty: 5148.619141
	Iteration 14Q: 3 clusters Score -4399948 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -4400077.500000 Penalty: 5148.619141
	Iteration 15Q: 3 clusters Score -4400078 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -4400163.000000 Penalty: 5148.619141
	Iteration 16Q: 3 clusters Score -4400163 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -4400228.000000 Penalty: 5148.619141
	Iteration 17Q: 3 clusters Score -4400228 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -4400283.500000 Penalty: 5148.619141
	Iteration 18Q: 3 clusters Score -4400284 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -4400348.000000 Penalty: 5148.619141
	Iteration 19Q: 3 clusters Score -4400348 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -4400359.000000 Penalty: 5148.619141
	Iteration 20F: 3 clusters Score -4400359 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -4400392.000000 Penalty: 5148.619141
	Iteration 21Q: 3 clusters Score -4400392 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -4400410.000000 Penalty: 5148.619141
	Iteration 22Q: 3 clusters Score -4400410 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -4400437.500000 Penalty: 5148.619141
	Iteration 23Q: 3 clusters Score -4400438 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -4400446.500000 Penalty: 5148.619141
	Iteration 24Q: 3 clusters Score -4400446 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -4400476.000000 Penalty: 5148.619141
	Iteration 25Q: 3 clusters Score -4400476 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -4400496.000000 Penalty: 5148.619141
	Iteration 26Q: 3 clusters Score -4400496 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -4400516.500000 Penalty: 5148.619141
	Iteration 27Q: 3 clusters Score -4400516 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -4400520.500000 Penalty: 5148.619141
	Iteration 28Q: 3 clusters Score -4400520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28417 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4400548.000000 Penalty: 5148.619141
	Iteration 29Q: 3 clusters Score -4400548 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -4400561.500000 Penalty: 5148.619141
	Iteration 30Q: 3 clusters Score -4400562 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -4400587.500000 Penalty: 5148.619141
	Iteration 31Q: 3 clusters Score -4400588 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4400609.000000 Penalty: 5148.619141
	Iteration 32Q: 3 clusters Score -4400609 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -4400632.500000 Penalty: 5148.619141
	Iteration 33Q: 3 clusters Score -4400632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4400636.500000 Penalty: 5148.619141
	Iteration 34Q: 3 clusters Score -4400636 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4400662.500000 Penalty: 5148.619141
	Iteration 35Q: 3 clusters Score -4400662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -4400672.000000 Penalty: 5148.619141
	Iteration 36Q: 3 clusters Score -4400672 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4400676.500000 Penalty: 5148.619141
	Iteration 37Q: 3 clusters Score -4400676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29055 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4400698.000000 Penalty: 5148.619141
	Iteration 38Q: 3 clusters Score -4400698 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -4400699.500000 Penalty: 5148.619141
	Iteration 39Q: 3 clusters Score -4400700 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4400708.000000 Penalty: 5148.619141
	Iteration 40F: 3 clusters Score -4400708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -4400715.000000 Penalty: 5148.619141
	Iteration 41Q: 3 clusters Score -4400715 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29208 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -4400722.000000 Penalty: 5148.619141
	Iteration 42Q: 3 clusters Score -4400722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4400731.000000 Penalty: 5148.619141
	Iteration 43Q: 3 clusters Score -4400731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -4400746.500000 Penalty: 5148.619141
	Iteration 44Q: 3 clusters Score -4400746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4400747.000000 Penalty: 5148.619141
	Iteration 45Q: 3 clusters Score -4400747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -4400755.000000 Penalty: 5148.619141
	Iteration 46Q: 3 clusters Score -4400755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4400762.500000 Penalty: 5148.619141
	Iteration 47Q: 3 clusters Score -4400762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4400768.500000 Penalty: 5148.619141
	Iteration 48Q: 3 clusters Score -4400768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29358 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -4400771.500000 Penalty: 5148.619141
	Iteration 49Q: 3 clusters Score -4400772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4400771.000000 Penalty: 5148.619141
	Iteration 50Q: 3 clusters Score -4400771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -4400773.000000 Penalty: 5148.619141
	Iteration 51Q: 3 clusters Score -4400773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4400773.500000 Penalty: 5148.619141
	Iteration 52Q: 3 clusters Score -4400774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -4400771.500000 Penalty: 5148.619141
	Iteration 53Q: 3 clusters Score -4400772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4400778.000000 Penalty: 5148.619141
	Iteration 54Q: 3 clusters Score -4400778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4400774.000000 Penalty: 5148.619141
	Iteration 55Q: 3 clusters Score -4400774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4400781.000000 Penalty: 5148.619141
	Iteration 56Q: 3 clusters Score -4400781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4400785.000000 Penalty: 5148.619141
	Iteration 57Q: 3 clusters Score -4400785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4400785.500000 Penalty: 5148.619141
	Iteration 58Q: 3 clusters Score -4400786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -4400784.000000 Penalty: 5148.619141
	Iteration 59Q: 3 clusters Score -4400784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -4400787.000000 Penalty: 5148.619141
	Iteration 60F: 3 clusters Score -4400787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4400787.500000 Penalty: 5148.619141
	Iteration 61Q: 3 clusters Score -4400788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29501 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -4400789.000000 Penalty: 5148.619141
	Iteration 62Q: 3 clusters Score -4400789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4400795.500000 Penalty: 5148.619141
	Iteration 63Q: 3 clusters Score -4400796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4400801.000000 Penalty: 5148.619141
	Iteration 64Q: 3 clusters Score -4400801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4400795.500000 Penalty: 5148.619141
	Iteration 65Q: 3 clusters Score -4400796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4400797.000000 Penalty: 5148.619141
	Iteration 66Q: 3 clusters Score -4400797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4400795.500000 Penalty: 5148.619141
	Iteration 67Q: 3 clusters Score -4400796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29571 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -4400794.500000 Penalty: 5148.619141
	Iteration 68Q: 3 clusters Score -4400794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4400795.000000 Penalty: 5148.619141
	Iteration 69Q: 3 clusters Score -4400795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4400804.000000 Penalty: 5148.619141
	Iteration 70Q: 3 clusters Score -4400804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4400814.000000 Penalty: 5148.619141
	Iteration 71Q: 3 clusters Score -4400814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -4400810.000000 Penalty: 5148.619141
	Iteration 72Q: 3 clusters Score -4400810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29646 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -4400813.500000 Penalty: 5148.619141
	Iteration 73Q: 3 clusters Score -4400814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4400813.000000 Penalty: 5148.619141
	Iteration 74Q: 3 clusters Score -4400813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4400814.000000 Penalty: 5148.619141
	Iteration 75Q: 3 clusters Score -4400814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -4400815.000000 Penalty: 5148.619141
	Iteration 76Q: 3 clusters Score -4400815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29683 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -4400815.000000 Penalty: 5148.619141
	Iteration 77Q: 3 clusters Score -4400815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -4400819.000000 Penalty: 5148.619141
	Iteration 78Q: 3 clusters Score -4400819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -4400826.000000 Penalty: 5148.619141
	Iteration 79Q: 3 clusters Score -4400826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4400827.000000 Penalty: 5148.619141
	Iteration 80F: 3 clusters Score -4400827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Entering Unmasked Estep 
Score: -1160989.375000 Penalty: 2245.459229
	Iteration 0F: 2 clusters Score -1160989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1154202.000000 Penalty: 4490.918457
	Iteration 0F: 3 clusters Score -1154202 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1156125.375000 Penalty: 4490.918457
	Iteration 1F: 3 clusters Score -1156125 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1156454.625000 Penalty: 4490.918457
	Iteration 2F: 3 clusters Score -1156455 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1156739.250000 Penalty: 4490.918457
	Iteration 3F: 3 clusters Score -1156739 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1157011.875000 Penalty: 4490.918457
	Iteration 4F: 3 clusters Score -1157012 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1157285.000000 Penalty: 4490.918457
	Iteration 5Q: 3 clusters Score -1157285 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1157518.125000 Penalty: 4490.918457
	Iteration 6Q: 3 clusters Score -1157518 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1157701.250000 Penalty: 4490.918457
	Iteration 7Q: 3 clusters Score -1157701 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1157883.000000 Penalty: 4490.918457
	Iteration 8Q: 3 clusters Score -1157883 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1158033.875000 Penalty: 4490.918457
	Iteration 9Q: 3 clusters Score -1158034 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1158154.875000 Penalty: 4490.918457
	Iteration 10Q: 3 clusters Score -1158155 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1158266.375000 Penalty: 4490.918457
	Iteration 11Q: 3 clusters Score -1158266 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1158345.500000 Penalty: 4490.918457
	Iteration 12Q: 3 clusters Score -1158346 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1158402.125000 Penalty: 4490.918457
	Iteration 13Q: 3 clusters Score -1158402 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1158448.875000 Penalty: 4490.918457
	Iteration 14Q: 3 clusters Score -1158449 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1158486.500000 Penalty: 4490.918457
	Iteration 15Q: 3 clusters Score -1158486 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1158515.500000 Penalty: 4490.918457
	Iteration 16Q: 3 clusters Score -1158516 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1158539.375000 Penalty: 4490.918457
	Iteration 17Q: 3 clusters Score -1158539 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1158562.125000 Penalty: 4490.918457
	Iteration 18Q: 3 clusters Score -1158562 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1158575.000000 Penalty: 4490.918457
	Iteration 19Q: 3 clusters Score -1158575 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1158593.500000 Penalty: 4490.918457
	Iteration 20F: 3 clusters Score -1158594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1158605.375000 Penalty: 4490.918457
	Iteration 21Q: 3 clusters Score -1158605 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1158625.250000 Penalty: 4490.918457
	Iteration 22Q: 3 clusters Score -1158625 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1158639.500000 Penalty: 4490.918457
	Iteration 23Q: 3 clusters Score -1158640 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1158653.250000 Penalty: 4490.918457
	Iteration 24Q: 3 clusters Score -1158653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1158663.375000 Penalty: 4490.918457
	Iteration 25Q: 3 clusters Score -1158663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1158672.625000 Penalty: 4490.918457
	Iteration 26Q: 3 clusters Score -1158673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1158680.375000 Penalty: 4490.918457
	Iteration 27Q: 3 clusters Score -1158680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1158687.375000 Penalty: 4490.918457
	Iteration 28Q: 3 clusters Score -1158687 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1158697.000000 Penalty: 4490.918457
	Iteration 29Q: 3 clusters Score -1158697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1158708.375000 Penalty: 4490.918457
	Iteration 30Q: 3 clusters Score -1158708 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1158723.625000 Penalty: 4490.918457
	Iteration 31Q: 3 clusters Score -1158724 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1158736.750000 Penalty: 4490.918457
	Iteration 32Q: 3 clusters Score -1158737 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1158747.750000 Penalty: 4490.918457
	Iteration 33Q: 3 clusters Score -1158748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1158759.875000 Penalty: 4490.918457
	Iteration 34Q: 3 clusters Score -1158760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1158765.250000 Penalty: 4490.918457
	Iteration 35Q: 3 clusters Score -1158765 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1158780.375000 Penalty: 4490.918457
	Iteration 36Q: 3 clusters Score -1158780 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1158792.000000 Penalty: 4490.918457
	Iteration 37Q: 3 clusters Score -1158792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1158798.125000 Penalty: 4490.918457
	Iteration 38Q: 3 clusters Score -1158798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1158811.500000 Penalty: 4490.918457
	Iteration 39Q: 3 clusters Score -1158812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1158816.000000 Penalty: 4490.918457
	Iteration 40F: 3 clusters Score -1158816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1158823.625000 Penalty: 4490.918457
	Iteration 41Q: 3 clusters Score -1158824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1158832.000000 Penalty: 4490.918457
	Iteration 42Q: 3 clusters Score -1158832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1158838.625000 Penalty: 4490.918457
	Iteration 43Q: 3 clusters Score -1158839 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1158846.000000 Penalty: 4490.918457
	Iteration 44Q: 3 clusters Score -1158846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1158858.750000 Penalty: 4490.918457
	Iteration 45Q: 3 clusters Score -1158859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1158861.875000 Penalty: 4490.918457
	Iteration 46Q: 3 clusters Score -1158862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1158873.000000 Penalty: 4490.918457
	Iteration 47Q: 3 clusters Score -1158873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1158880.000000 Penalty: 4490.918457
	Iteration 48Q: 3 clusters Score -1158880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1158886.000000 Penalty: 4490.918457
	Iteration 49Q: 3 clusters Score -1158886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1158897.000000 Penalty: 4490.918457
	Iteration 50Q: 3 clusters Score -1158897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1158904.500000 Penalty: 4490.918457
	Iteration 51Q: 3 clusters Score -1158904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1158913.125000 Penalty: 4490.918457
	Iteration 52Q: 3 clusters Score -1158913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1158923.125000 Penalty: 4490.918457
	Iteration 53Q: 3 clusters Score -1158923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1158936.375000 Penalty: 4490.918457
	Iteration 54Q: 3 clusters Score -1158936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1158946.000000 Penalty: 4490.918457
	Iteration 55Q: 3 clusters Score -1158946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1158956.500000 Penalty: 4490.918457
	Iteration 56Q: 3 clusters Score -1158956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1158966.250000 Penalty: 4490.918457
	Iteration 57Q: 3 clusters Score -1158966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1158972.625000 Penalty: 4490.918457
	Iteration 58Q: 3 clusters Score -1158973 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1158981.000000 Penalty: 4490.918457
	Iteration 59Q: 3 clusters Score -1158981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1158990.125000 Penalty: 4490.918457
	Iteration 60F: 3 clusters Score -1158990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1158996.500000 Penalty: 4490.918457
	Iteration 61Q: 3 clusters Score -1158996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1158998.875000 Penalty: 4490.918457
	Iteration 62Q: 3 clusters Score -1158999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1159001.250000 Penalty: 4490.918457
	Iteration 63Q: 3 clusters Score -1159001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1159006.375000 Penalty: 4490.918457
	Iteration 64Q: 3 clusters Score -1159006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1159009.500000 Penalty: 4490.918457
	Iteration 65Q: 3 clusters Score -1159010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1159015.500000 Penalty: 4490.918457
	Iteration 66Q: 3 clusters Score -1159016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1159020.625000 Penalty: 4490.918457
	Iteration 67Q: 3 clusters Score -1159021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1159020.375000 Penalty: 4490.918457
	Iteration 68Q: 3 clusters Score -1159020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1159024.625000 Penalty: 4490.918457
	Iteration 69Q: 3 clusters Score -1159025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -1159026.000000 Penalty: 4490.918457
	Iteration 70Q: 3 clusters Score -1159026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1159028.875000 Penalty: 4490.918457
	Iteration 71Q: 3 clusters Score -1159029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1159036.125000 Penalty: 4490.918457
	Iteration 72Q: 3 clusters Score -1159036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1159036.375000 Penalty: 4490.918457
	Iteration 73Q: 3 clusters Score -1159036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1159036.250000 Penalty: 4490.918457
	Iteration 74Q: 3 clusters Score -1159036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1159041.625000 Penalty: 4490.918457
	Iteration 75Q: 3 clusters Score -1159042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1159048.375000 Penalty: 4490.918457
	Iteration 76Q: 3 clusters Score -1159048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1159052.125000 Penalty: 4490.918457
	Iteration 77Q: 3 clusters Score -1159052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1159053.750000 Penalty: 4490.918457
	Iteration 78Q: 3 clusters Score -1159054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1159061.125000 Penalty: 4490.918457
	Iteration 79Q: 3 clusters Score -1159061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1159062.000000 Penalty: 4490.918457
	Iteration 80F: 3 clusters Score -1159062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1159063.250000 Penalty: 4490.918457
	Iteration 81Q: 3 clusters Score -1159063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1159064.750000 Penalty: 4490.918457
	Iteration 82Q: 3 clusters Score -1159065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1159064.875000 Penalty: 4490.918457
	Iteration 83Q: 3 clusters Score -1159065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1159066.750000 Penalty: 4490.918457
	Iteration 84Q: 3 clusters Score -1159067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1159067.500000 Penalty: 4490.918457
	Iteration 85Q: 3 clusters Score -1159068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1159067.750000 Penalty: 4490.918457
	Iteration 86Q: 3 clusters Score -1159068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1159067.750000 Penalty: 4490.918457
	Iteration 87Q: 3 clusters Score -1159068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1159067.750000 Penalty: 4490.918457
	Iteration 88F: 3 clusters Score -1159068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Entering Unmasked Estep 
Score: -425784.781250 Penalty: 1984.916992
	Iteration 0F: 2 clusters Score -425784.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -422538.031250 Penalty: 3969.833984
	Iteration 0F: 3 clusters Score -422538 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -423220.250000 Penalty: 3969.833984
	Iteration 1F: 3 clusters Score -423220.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -423354.687500 Penalty: 3969.833984
	Iteration 2F: 3 clusters Score -423354.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -423439.062500 Penalty: 3969.833984
	Iteration 3Q: 3 clusters Score -423439.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -423496.781250 Penalty: 3969.833984
	Iteration 4Q: 3 clusters Score -423496.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -423537.437500 Penalty: 3969.833984
	Iteration 5Q: 3 clusters Score -423537.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -423572.625000 Penalty: 3969.833984
	Iteration 6Q: 3 clusters Score -423572.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -423592.843750 Penalty: 3969.833984
	Iteration 7Q: 3 clusters Score -423592.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -423605.031250 Penalty: 3969.833984
	Iteration 8Q: 3 clusters Score -423605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -423610.281250 Penalty: 3969.833984
	Iteration 9Q: 3 clusters Score -423610.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -423614.375000 Penalty: 3969.833984
	Iteration 10Q: 3 clusters Score -423614.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -423616.750000 Penalty: 3969.833984
	Iteration 11Q: 3 clusters Score -423616.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -423618.375000 Penalty: 3969.833984
	Iteration 12Q: 3 clusters Score -423618.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -423621.750000 Penalty: 3969.833984
	Iteration 13Q: 3 clusters Score -423621.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -423624.718750 Penalty: 3969.833984
	Iteration 14Q: 3 clusters Score -423624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -423625.406250 Penalty: 3969.833984
	Iteration 15Q: 3 clusters Score -423625.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -423625.875000 Penalty: 3969.833984
	Iteration 16Q: 3 clusters Score -423625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -423625.875000 Penalty: 3969.833984
	Iteration 17F: 3 clusters Score -423625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (62029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62029 members 
Entering Unmasked Estep 
Score: -8383408.500000 Penalty: 2736.768555
	Iteration 0F: 2 clusters Score -8383408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -8341777.500000 Penalty: 5473.537109
	Iteration 0F: 3 clusters Score -8341778 nChanged 28808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -8357709.500000 Penalty: 5473.537109
	Iteration 1F: 3 clusters Score -8357710 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -8358279.500000 Penalty: 5473.537109
	Iteration 2Q: 3 clusters Score -8358280 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -8358725.000000 Penalty: 5473.537109
	Iteration 3Q: 3 clusters Score -8358725 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -8359242.000000 Penalty: 5473.537109
	Iteration 4Q: 3 clusters Score -8359242 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -8359837.500000 Penalty: 5473.537109
	Iteration 5Q: 3 clusters Score -8359838 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -8360634.500000 Penalty: 5473.537109
	Iteration 6Q: 3 clusters Score -8360634 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -8361730.500000 Penalty: 5473.537109
	Iteration 7Q: 3 clusters Score -8361730 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -8363518.500000 Penalty: 5473.537109
	Iteration 8F: 3 clusters Score -8363518 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -8366376.500000 Penalty: 5473.537109
	Iteration 9F: 3 clusters Score -8366376 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -8370111.500000 Penalty: 5473.537109
	Iteration 10F: 3 clusters Score -8370112 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 54112 members 
Entering Unmasked Estep 
Score: -8374243.500000 Penalty: 5473.537109
	Iteration 11F: 3 clusters Score -8374244 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 57598 members 
Entering Unmasked Estep 
Score: -8377575.000000 Penalty: 5473.537109
	Iteration 12F: 3 clusters Score -8377575 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 59619 members 
Entering Unmasked Estep 
Score: -8379550.500000 Penalty: 5473.537109
	Iteration 13Q: 3 clusters Score -8379550 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -8380441.000000 Penalty: 5473.537109
	Iteration 14Q: 3 clusters Score -8380441 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 60964 members 
Entering Unmasked Estep 
Score: -8380899.000000 Penalty: 5473.537109
	Iteration 15Q: 3 clusters Score -8380899 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -8381101.000000 Penalty: 5473.537109
	Iteration 16Q: 3 clusters Score -8381101 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -8381217.000000 Penalty: 5473.537109
	Iteration 17Q: 3 clusters Score -8381217 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 61265 members 
Entering Unmasked Estep 
Score: -8381317.500000 Penalty: 5473.537109
	Iteration 18Q: 3 clusters Score -8381318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 61289 members 
Entering Unmasked Estep 
Score: -8381389.000000 Penalty: 5473.537109
	Iteration 19Q: 3 clusters Score -8381389 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 61306 members 
Entering Unmasked Estep 
Score: -8381496.000000 Penalty: 5473.537109
	Iteration 20F: 3 clusters Score -8381496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -8381561.500000 Penalty: 5473.537109
	Iteration 21Q: 3 clusters Score -8381562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 61291 members 
Entering Unmasked Estep 
Score: -8381620.500000 Penalty: 5473.537109
	Iteration 22Q: 3 clusters Score -8381620 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 61269 members 
Entering Unmasked Estep 
Score: -8381689.500000 Penalty: 5473.537109
	Iteration 23Q: 3 clusters Score -8381690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -8381747.500000 Penalty: 5473.537109
	Iteration 24Q: 3 clusters Score -8381748 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -8381804.000000 Penalty: 5473.537109
	Iteration 25Q: 3 clusters Score -8381804 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 61214 members 
Entering Unmasked Estep 
Score: -8381849.000000 Penalty: 5473.537109
	Iteration 26Q: 3 clusters Score -8381849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -8381861.000000 Penalty: 5473.537109
	Iteration 27Q: 3 clusters Score -8381861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -8381886.500000 Penalty: 5473.537109
	Iteration 28Q: 3 clusters Score -8381886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -8381900.500000 Penalty: 5473.537109
	Iteration 29Q: 3 clusters Score -8381900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -8381911.500000 Penalty: 5473.537109
	Iteration 30Q: 3 clusters Score -8381912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 61157 members 
Entering Unmasked Estep 
Score: -8381921.500000 Penalty: 5473.537109
	Iteration 31Q: 3 clusters Score -8381922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 61153 members 
Entering Unmasked Estep 
Score: -8381928.000000 Penalty: 5473.537109
	Iteration 32Q: 3 clusters Score -8381928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -8381926.500000 Penalty: 5473.537109
	Iteration 33Q: 3 clusters Score -8381926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -8381932.500000 Penalty: 5473.537109
	Iteration 34Q: 3 clusters Score -8381932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -8381936.000000 Penalty: 5473.537109
	Iteration 35Q: 3 clusters Score -8381936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -8381934.000000 Penalty: 5473.537109
	Iteration 36Q: 3 clusters Score -8381934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -8381940.500000 Penalty: 5473.537109
	Iteration 37Q: 3 clusters Score -8381940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 61128 members 
Entering Unmasked Estep 
Score: -8381951.500000 Penalty: 5473.537109
	Iteration 38Q: 3 clusters Score -8381952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
Score: -8381957.500000 Penalty: 5473.537109
	Iteration 39Q: 3 clusters Score -8381958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 61117 members 
Entering Unmasked Estep 
Score: -8381985.000000 Penalty: 5473.537109
	Iteration 40F: 3 clusters Score -8381985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 61105 members 
Entering Unmasked Estep 
Score: -8382005.000000 Penalty: 5473.537109
	Iteration 41Q: 3 clusters Score -8382005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -8382033.500000 Penalty: 5473.537109
	Iteration 42Q: 3 clusters Score -8382034 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -8382040.500000 Penalty: 5473.537109
	Iteration 43Q: 3 clusters Score -8382040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -8382040.500000 Penalty: 5473.537109
	Iteration 44Q: 3 clusters Score -8382040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 61059 members 
Entering Unmasked Estep 
Score: -8382046.000000 Penalty: 5473.537109
	Iteration 45Q: 3 clusters Score -8382046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 61057 members 
Entering Unmasked Estep 
Score: -8382055.000000 Penalty: 5473.537109
	Iteration 46Q: 3 clusters Score -8382055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -8382062.000000 Penalty: 5473.537109
	Iteration 47Q: 3 clusters Score -8382062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -8382059.500000 Penalty: 5473.537109
	Iteration 48Q: 3 clusters Score -8382060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -8382063.000000 Penalty: 5473.537109
	Iteration 49Q: 3 clusters Score -8382063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 61065 members 
Entering Unmasked Estep 
Score: -8382066.000000 Penalty: 5473.537109
	Iteration 50Q: 3 clusters Score -8382066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -8382064.500000 Penalty: 5473.537109
	Iteration 51Q: 3 clusters Score -8382064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 61069 members 
Entering Unmasked Estep 
Score: -8382066.000000 Penalty: 5473.537109
	Iteration 52Q: 3 clusters Score -8382066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -8382064.000000 Penalty: 5473.537109
	Iteration 53Q: 3 clusters Score -8382064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -8382073.500000 Penalty: 5473.537109
	Iteration 54Q: 3 clusters Score -8382074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -8382071.000000 Penalty: 5473.537109
	Iteration 55Q: 3 clusters Score -8382071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -8382065.500000 Penalty: 5473.537109
	Iteration 56Q: 3 clusters Score -8382066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -8382068.500000 Penalty: 5473.537109
	Iteration 57Q: 3 clusters Score -8382068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 61073 members 
Entering Unmasked Estep 
Score: -8382071.000000 Penalty: 5473.537109
	Iteration 58Q: 3 clusters Score -8382071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -8382068.000000 Penalty: 5473.537109
	Iteration 59Q: 3 clusters Score -8382068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -8382064.500000 Penalty: 5473.537109
	Iteration 60F: 3 clusters Score -8382064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -8382063.500000 Penalty: 5473.537109
	Iteration 61Q: 3 clusters Score -8382064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -8382067.500000 Penalty: 5473.537109
	Iteration 62Q: 3 clusters Score -8382068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -8382065.500000 Penalty: 5473.537109
	Iteration 63Q: 3 clusters Score -8382066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -8382067.000000 Penalty: 5473.537109
	Iteration 64Q: 3 clusters Score -8382067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 61079 members 
Entering Unmasked Estep 
Score: -8382070.500000 Penalty: 5473.537109
	Iteration 65Q: 3 clusters Score -8382070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -8382066.500000 Penalty: 5473.537109
	Iteration 66Q: 3 clusters Score -8382066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -8382066.500000 Penalty: 5473.537109
	Iteration 67F: 3 clusters Score -8382066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103456.054688 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103456.1 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 399 members 
Entering Unmasked Estep 
Score: -101756.492188 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101756.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -102292.789062 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102292.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -102708.218750 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -102708.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -103112.632812 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -103112.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -103584.882812 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -103584.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -103849.273438 Penalty: 3322.340820
	Iteration 5Q: 3 clusters Score -103849.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -103993.375000 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -103993.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -104021.742188 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -104021.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -104028.617188 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -104028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -104044.648438 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -104044.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -104072.539062 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -104072.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -104099.421875 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -104099.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -104117.835938 Penalty: 3322.340820
	Iteration 12Q: 3 clusters Score -104117.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -104134.179688 Penalty: 3322.340820
	Iteration 13Q: 3 clusters Score -104134.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -104136.945312 Penalty: 3322.340820
	Iteration 14Q: 3 clusters Score -104136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -104138.445312 Penalty: 3322.340820
	Iteration 15Q: 3 clusters Score -104138.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -104146.281250 Penalty: 3322.340820
	Iteration 16F: 3 clusters Score -104146.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -104149.500000 Penalty: 3322.340820
	Iteration 17Q: 3 clusters Score -104149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -104149.500000 Penalty: 3322.340820
	Iteration 18F: 3 clusters Score -104149.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62029 members 
Mstep: Class 6 contains 542 members 
Mstep: Class 7 contains 48922 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28878 members 
Mstep: Class 12 contains 84987 members 
Mstep: Class 13 contains 29456 members 
Mstep: Class 14 contains 276412 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144719 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7301 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Mstep: Class 28 contains 269 members 
Entering Unmasked Estep 
Score: -122233048.000000 Penalty: 95255.710938
Splitting cluster 6 changes total score from -122234392.000000 to -122233048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (48922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Entering Unmasked Estep 
Score: -6765317.000000 Penalty: 2677.899658
	Iteration 0F: 2 clusters Score -6765317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -6732221.500000 Penalty: 5355.799316
	Iteration 0F: 3 clusters Score -6732222 nChanged 22635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -6744532.500000 Penalty: 5355.799316
	Iteration 1F: 3 clusters Score -6744532 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -6745036.000000 Penalty: 5355.799316
	Iteration 2Q: 3 clusters Score -6745036 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -6745521.000000 Penalty: 5355.799316
	Iteration 3Q: 3 clusters Score -6745521 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -6746125.500000 Penalty: 5355.799316
	Iteration 4Q: 3 clusters Score -6746126 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -6747081.500000 Penalty: 5355.799316
	Iteration 5Q: 3 clusters Score -6747082 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -6748669.000000 Penalty: 5355.799316
	Iteration 6F: 3 clusters Score -6748669 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -6751221.000000 Penalty: 5355.799316
	Iteration 7F: 3 clusters Score -6751221 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -6754701.500000 Penalty: 5355.799316
	Iteration 8F: 3 clusters Score -6754702 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -6758134.500000 Penalty: 5355.799316
	Iteration 9F: 3 clusters Score -6758134 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -6760486.500000 Penalty: 5355.799316
	Iteration 10F: 3 clusters Score -6760486 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6761720.500000 Penalty: 5355.799316
	Iteration 11Q: 3 clusters Score -6761720 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -6762260.500000 Penalty: 5355.799316
	Iteration 12Q: 3 clusters Score -6762260 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6762557.500000 Penalty: 5355.799316
	Iteration 13Q: 3 clusters Score -6762558 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6762705.500000 Penalty: 5355.799316
	Iteration 14Q: 3 clusters Score -6762706 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -6762788.500000 Penalty: 5355.799316
	Iteration 15Q: 3 clusters Score -6762788 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48426 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6762846.000000 Penalty: 5355.799316
	Iteration 16Q: 3 clusters Score -6762846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48457 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6762887.500000 Penalty: 5355.799316
	Iteration 17Q: 3 clusters Score -6762888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6762916.000000 Penalty: 5355.799316
	Iteration 18Q: 3 clusters Score -6762916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6762936.500000 Penalty: 5355.799316
	Iteration 19Q: 3 clusters Score -6762936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48504 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6762946.500000 Penalty: 5355.799316
	Iteration 20F: 3 clusters Score -6762946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48506 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6762947.000000 Penalty: 5355.799316
	Iteration 21Q: 3 clusters Score -6762947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6762955.000000 Penalty: 5355.799316
	Iteration 22Q: 3 clusters Score -6762955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6762962.500000 Penalty: 5355.799316
	Iteration 23Q: 3 clusters Score -6762962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6762971.500000 Penalty: 5355.799316
	Iteration 24Q: 3 clusters Score -6762972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48527 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -6762981.500000 Penalty: 5355.799316
	Iteration 25Q: 3 clusters Score -6762982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -6763004.500000 Penalty: 5355.799316
	Iteration 26Q: 3 clusters Score -6763004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6763011.500000 Penalty: 5355.799316
	Iteration 27Q: 3 clusters Score -6763012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -6763013.000000 Penalty: 5355.799316
	Iteration 28Q: 3 clusters Score -6763013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48553 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6763020.500000 Penalty: 5355.799316
	Iteration 29Q: 3 clusters Score -6763020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48556 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6763025.500000 Penalty: 5355.799316
	Iteration 30Q: 3 clusters Score -6763026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48561 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6763033.000000 Penalty: 5355.799316
	Iteration 31Q: 3 clusters Score -6763033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48563 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6763040.000000 Penalty: 5355.799316
	Iteration 32Q: 3 clusters Score -6763040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6763038.000000 Penalty: 5355.799316
	Iteration 33Q: 3 clusters Score -6763038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6763049.000000 Penalty: 5355.799316
	Iteration 34Q: 3 clusters Score -6763049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6763051.500000 Penalty: 5355.799316
	Iteration 35Q: 3 clusters Score -6763052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6763051.000000 Penalty: 5355.799316
	Iteration 36Q: 3 clusters Score -6763051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6763052.000000 Penalty: 5355.799316
	Iteration 37Q: 3 clusters Score -6763052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6763052.000000 Penalty: 5355.799316
	Iteration 38F: 3 clusters Score -6763052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Entering Unmasked Estep 
Score: -771060.312500 Penalty: 2147.269531
	Iteration 0F: 2 clusters Score -771060.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -766056.125000 Penalty: 4294.539062
	Iteration 0F: 3 clusters Score -766056.1 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -767374.375000 Penalty: 4294.539062
	Iteration 1F: 3 clusters Score -767374.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -767772.625000 Penalty: 4294.539062
	Iteration 2F: 3 clusters Score -767772.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -768198.625000 Penalty: 4294.539062
	Iteration 3F: 3 clusters Score -768198.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -768697.375000 Penalty: 4294.539062
	Iteration 4F: 3 clusters Score -768697.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -769116.187500 Penalty: 4294.539062
	Iteration 5F: 3 clusters Score -769116.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -769403.812500 Penalty: 4294.539062
	Iteration 6F: 3 clusters Score -769403.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -769574.937500 Penalty: 4294.539062
	Iteration 7Q: 3 clusters Score -769574.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -769692.062500 Penalty: 4294.539062
	Iteration 8Q: 3 clusters Score -769692.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -769771.250000 Penalty: 4294.539062
	Iteration 9Q: 3 clusters Score -769771.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -769815.250000 Penalty: 4294.539062
	Iteration 10Q: 3 clusters Score -769815.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -769847.687500 Penalty: 4294.539062
	Iteration 11Q: 3 clusters Score -769847.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -769872.812500 Penalty: 4294.539062
	Iteration 12Q: 3 clusters Score -769872.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -769893.062500 Penalty: 4294.539062
	Iteration 13Q: 3 clusters Score -769893.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -769904.375000 Penalty: 4294.539062
	Iteration 14Q: 3 clusters Score -769904.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -769910.062500 Penalty: 4294.539062
	Iteration 15Q: 3 clusters Score -769910.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -769914.812500 Penalty: 4294.539062
	Iteration 16Q: 3 clusters Score -769914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -769920.312500 Penalty: 4294.539062
	Iteration 17Q: 3 clusters Score -769920.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -769924.062500 Penalty: 4294.539062
	Iteration 18Q: 3 clusters Score -769924.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -769928.562500 Penalty: 4294.539062
	Iteration 19Q: 3 clusters Score -769928.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -769928.625000 Penalty: 4294.539062
	Iteration 20F: 3 clusters Score -769928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -769929.750000 Penalty: 4294.539062
	Iteration 21Q: 3 clusters Score -769929.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -769933.250000 Penalty: 4294.539062
	Iteration 22Q: 3 clusters Score -769933.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -769936.250000 Penalty: 4294.539062
	Iteration 23Q: 3 clusters Score -769936.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -769937.562500 Penalty: 4294.539062
	Iteration 24Q: 3 clusters Score -769937.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -769942.687500 Penalty: 4294.539062
	Iteration 25Q: 3 clusters Score -769942.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -769944.812500 Penalty: 4294.539062
	Iteration 26Q: 3 clusters Score -769944.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -769948.500000 Penalty: 4294.539062
	Iteration 27Q: 3 clusters Score -769948.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -769950.562500 Penalty: 4294.539062
	Iteration 28Q: 3 clusters Score -769950.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -769952.187500 Penalty: 4294.539062
	Iteration 29Q: 3 clusters Score -769952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -769953.375000 Penalty: 4294.539062
	Iteration 30Q: 3 clusters Score -769953.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -769953.187500 Penalty: 4294.539062
	Iteration 31Q: 3 clusters Score -769953.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -769953.937500 Penalty: 4294.539062
	Iteration 32Q: 3 clusters Score -769953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -769953.375000 Penalty: 4294.539062
	Iteration 33Q: 3 clusters Score -769953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -769951.937500 Penalty: 4294.539062
	Iteration 34Q: 3 clusters Score -769951.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -769953.812500 Penalty: 4294.539062
	Iteration 35Q: 3 clusters Score -769953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -769955.625000 Penalty: 4294.539062
	Iteration 36Q: 3 clusters Score -769955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -769956.812500 Penalty: 4294.539062
	Iteration 37Q: 3 clusters Score -769956.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -769955.625000 Penalty: 4294.539062
	Iteration 38Q: 3 clusters Score -769955.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -769955.687500 Penalty: 4294.539062
	Iteration 39Q: 3 clusters Score -769955.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -769955.875000 Penalty: 4294.539062
	Iteration 40F: 3 clusters Score -769955.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -769956.437500 Penalty: 4294.539062
	Iteration 41Q: 3 clusters Score -769956.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -769956.437500 Penalty: 4294.539062
	Iteration 42F: 3 clusters Score -769956.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (36391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Entering Unmasked Estep 
Score: -5060153.500000 Penalty: 2604.515137
	Iteration 0F: 2 clusters Score -5060154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -5035438.000000 Penalty: 5209.030273
	Iteration 0F: 3 clusters Score -5035438 nChanged 16559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -5044413.500000 Penalty: 5209.030273
	Iteration 1F: 3 clusters Score -5044414 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -5044879.500000 Penalty: 5209.030273
	Iteration 2Q: 3 clusters Score -5044880 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -5045288.500000 Penalty: 5209.030273
	Iteration 3Q: 3 clusters Score -5045288 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -5045703.500000 Penalty: 5209.030273
	Iteration 4Q: 3 clusters Score -5045704 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -5046133.500000 Penalty: 5209.030273
	Iteration 5Q: 3 clusters Score -5046134 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -5046701.500000 Penalty: 5209.030273
	Iteration 6Q: 3 clusters Score -5046702 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -5047413.000000 Penalty: 5209.030273
	Iteration 7Q: 3 clusters Score -5047413 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5048573.500000 Penalty: 5209.030273
	Iteration 8Q: 3 clusters Score -5048574 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -5050069.500000 Penalty: 5209.030273
	Iteration 9F: 3 clusters Score -5050070 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -5051897.500000 Penalty: 5209.030273
	Iteration 10F: 3 clusters Score -5051898 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -5053558.500000 Penalty: 5209.030273
	Iteration 11F: 3 clusters Score -5053558 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -5054685.000000 Penalty: 5209.030273
	Iteration 12Q: 3 clusters Score -5054685 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -5055323.500000 Penalty: 5209.030273
	Iteration 13Q: 3 clusters Score -5055324 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -5055638.000000 Penalty: 5209.030273
	Iteration 14Q: 3 clusters Score -5055638 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -5055823.500000 Penalty: 5209.030273
	Iteration 15Q: 3 clusters Score -5055824 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -5055926.000000 Penalty: 5209.030273
	Iteration 16Q: 3 clusters Score -5055926 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -5056008.500000 Penalty: 5209.030273
	Iteration 17Q: 3 clusters Score -5056008 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -5056081.000000 Penalty: 5209.030273
	Iteration 18Q: 3 clusters Score -5056081 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -5056163.000000 Penalty: 5209.030273
	Iteration 19Q: 3 clusters Score -5056163 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -5056178.500000 Penalty: 5209.030273
	Iteration 20F: 3 clusters Score -5056178 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -5056243.000000 Penalty: 5209.030273
	Iteration 21Q: 3 clusters Score -5056243 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -5056277.000000 Penalty: 5209.030273
	Iteration 22Q: 3 clusters Score -5056277 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -5056311.000000 Penalty: 5209.030273
	Iteration 23Q: 3 clusters Score -5056311 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -5056354.500000 Penalty: 5209.030273
	Iteration 24Q: 3 clusters Score -5056354 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -5056412.000000 Penalty: 5209.030273
	Iteration 25Q: 3 clusters Score -5056412 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -5056490.500000 Penalty: 5209.030273
	Iteration 26Q: 3 clusters Score -5056490 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -5056547.500000 Penalty: 5209.030273
	Iteration 27Q: 3 clusters Score -5056548 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -5056637.000000 Penalty: 5209.030273
	Iteration 28Q: 3 clusters Score -5056637 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -5056768.000000 Penalty: 5209.030273
	Iteration 29Q: 3 clusters Score -5056768 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -5056873.000000 Penalty: 5209.030273
	Iteration 30Q: 3 clusters Score -5056873 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -5056985.000000 Penalty: 5209.030273
	Iteration 31Q: 3 clusters Score -5056985 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -5057103.000000 Penalty: 5209.030273
	Iteration 32Q: 3 clusters Score -5057103 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -5057249.500000 Penalty: 5209.030273
	Iteration 33Q: 3 clusters Score -5057250 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -5057417.000000 Penalty: 5209.030273
	Iteration 34Q: 3 clusters Score -5057417 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -5057614.500000 Penalty: 5209.030273
	Iteration 35Q: 3 clusters Score -5057614 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -5057792.000000 Penalty: 5209.030273
	Iteration 36Q: 3 clusters Score -5057792 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -5057944.000000 Penalty: 5209.030273
	Iteration 37Q: 3 clusters Score -5057944 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -5058164.500000 Penalty: 5209.030273
	Iteration 38Q: 3 clusters Score -5058164 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5058294.500000 Penalty: 5209.030273
	Iteration 39Q: 3 clusters Score -5058294 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -5058421.500000 Penalty: 5209.030273
	Iteration 40F: 3 clusters Score -5058422 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -5058536.500000 Penalty: 5209.030273
	Iteration 41Q: 3 clusters Score -5058536 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -5058624.500000 Penalty: 5209.030273
	Iteration 42Q: 3 clusters Score -5058624 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -5058732.000000 Penalty: 5209.030273
	Iteration 43Q: 3 clusters Score -5058732 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -5058819.500000 Penalty: 5209.030273
	Iteration 44Q: 3 clusters Score -5058820 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5058879.500000 Penalty: 5209.030273
	Iteration 45Q: 3 clusters Score -5058880 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -5058932.000000 Penalty: 5209.030273
	Iteration 46Q: 3 clusters Score -5058932 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -5058971.500000 Penalty: 5209.030273
	Iteration 47Q: 3 clusters Score -5058972 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -5058990.000000 Penalty: 5209.030273
	Iteration 48Q: 3 clusters Score -5058990 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -5059035.000000 Penalty: 5209.030273
	Iteration 49Q: 3 clusters Score -5059035 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -5059058.500000 Penalty: 5209.030273
	Iteration 50Q: 3 clusters Score -5059058 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -5059067.000000 Penalty: 5209.030273
	Iteration 51Q: 3 clusters Score -5059067 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -5059061.000000 Penalty: 5209.030273
	Iteration 52Q: 3 clusters Score -5059061 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -5059067.000000 Penalty: 5209.030273
	Iteration 53Q: 3 clusters Score -5059067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -5059088.000000 Penalty: 5209.030273
	Iteration 54Q: 3 clusters Score -5059088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -5059097.500000 Penalty: 5209.030273
	Iteration 55Q: 3 clusters Score -5059098 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -5059106.000000 Penalty: 5209.030273
	Iteration 56Q: 3 clusters Score -5059106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -5059106.500000 Penalty: 5209.030273
	Iteration 57Q: 3 clusters Score -5059106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -5059113.500000 Penalty: 5209.030273
	Iteration 58Q: 3 clusters Score -5059114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 23849 members 
Entering Unmasked Estep 
Score: -5059116.000000 Penalty: 5209.030273
	Iteration 59Q: 3 clusters Score -5059116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -5059104.000000 Penalty: 5209.030273
	Iteration 60F: 3 clusters Score -5059104 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -5059110.500000 Penalty: 5209.030273
	Iteration 61Q: 3 clusters Score -5059110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -5059109.500000 Penalty: 5209.030273
	Iteration 62Q: 3 clusters Score -5059110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -5059107.500000 Penalty: 5209.030273
	Iteration 63Q: 3 clusters Score -5059108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 23963 members 
Entering Unmasked Estep 
Score: -5059113.000000 Penalty: 5209.030273
	Iteration 64Q: 3 clusters Score -5059113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -5059112.000000 Penalty: 5209.030273
	Iteration 65Q: 3 clusters Score -5059112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -5059107.000000 Penalty: 5209.030273
	Iteration 66Q: 3 clusters Score -5059107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -5059101.000000 Penalty: 5209.030273
	Iteration 67Q: 3 clusters Score -5059101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -5059111.000000 Penalty: 5209.030273
	Iteration 68Q: 3 clusters Score -5059111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -5059109.500000 Penalty: 5209.030273
	Iteration 69Q: 3 clusters Score -5059110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -5059104.500000 Penalty: 5209.030273
	Iteration 70Q: 3 clusters Score -5059104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -5059109.500000 Penalty: 5209.030273
	Iteration 71Q: 3 clusters Score -5059110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -5059110.000000 Penalty: 5209.030273
	Iteration 72Q: 3 clusters Score -5059110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -5059114.000000 Penalty: 5209.030273
	Iteration 73Q: 3 clusters Score -5059114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -5059112.500000 Penalty: 5209.030273
	Iteration 74Q: 3 clusters Score -5059112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -5059111.000000 Penalty: 5209.030273
	Iteration 75Q: 3 clusters Score -5059111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -5059104.000000 Penalty: 5209.030273
	Iteration 76Q: 3 clusters Score -5059104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -5059110.000000 Penalty: 5209.030273
	Iteration 77Q: 3 clusters Score -5059110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -5059112.000000 Penalty: 5209.030273
	Iteration 78Q: 3 clusters Score -5059112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -5059113.500000 Penalty: 5209.030273
	Iteration 79Q: 3 clusters Score -5059114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -5059108.500000 Penalty: 5209.030273
	Iteration 80F: 3 clusters Score -5059108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Entering Unmasked Estep 
Score: -149504.531250 Penalty: 1762.641602
	Iteration 0F: 2 clusters Score -149504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -147432.343750 Penalty: 3525.283203
	Iteration 0F: 3 clusters Score -147432.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -147937.875000 Penalty: 3525.283203
	Iteration 1F: 3 clusters Score -147937.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -148125.687500 Penalty: 3525.283203
	Iteration 2F: 3 clusters Score -148125.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -148265.484375 Penalty: 3525.283203
	Iteration 3F: 3 clusters Score -148265.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -148386.890625 Penalty: 3525.283203
	Iteration 4Q: 3 clusters Score -148386.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -148459.140625 Penalty: 3525.283203
	Iteration 5Q: 3 clusters Score -148459.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -148535.453125 Penalty: 3525.283203
	Iteration 6Q: 3 clusters Score -148535.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -148586.453125 Penalty: 3525.283203
	Iteration 7Q: 3 clusters Score -148586.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -148634.734375 Penalty: 3525.283203
	Iteration 8Q: 3 clusters Score -148634.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -148676.531250 Penalty: 3525.283203
	Iteration 9Q: 3 clusters Score -148676.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -148730.375000 Penalty: 3525.283203
	Iteration 10Q: 3 clusters Score -148730.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -148755.484375 Penalty: 3525.283203
	Iteration 11Q: 3 clusters Score -148755.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -148782.437500 Penalty: 3525.283203
	Iteration 12Q: 3 clusters Score -148782.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -148808.781250 Penalty: 3525.283203
	Iteration 13Q: 3 clusters Score -148808.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -148819.390625 Penalty: 3525.283203
	Iteration 14Q: 3 clusters Score -148819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -148833.406250 Penalty: 3525.283203
	Iteration 15Q: 3 clusters Score -148833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -148844.562500 Penalty: 3525.283203
	Iteration 16Q: 3 clusters Score -148844.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -148858.359375 Penalty: 3525.283203
	Iteration 17Q: 3 clusters Score -148858.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -148867.187500 Penalty: 3525.283203
	Iteration 18Q: 3 clusters Score -148867.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -148878.859375 Penalty: 3525.283203
	Iteration 19Q: 3 clusters Score -148878.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -148898.250000 Penalty: 3525.283203
	Iteration 20F: 3 clusters Score -148898.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -148910.968750 Penalty: 3525.283203
	Iteration 21Q: 3 clusters Score -148911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -148919.984375 Penalty: 3525.283203
	Iteration 22Q: 3 clusters Score -148920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -148931.484375 Penalty: 3525.283203
	Iteration 23Q: 3 clusters Score -148931.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -148940.421875 Penalty: 3525.283203
	Iteration 24Q: 3 clusters Score -148940.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -148948.250000 Penalty: 3525.283203
	Iteration 25Q: 3 clusters Score -148948.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -148949.781250 Penalty: 3525.283203
	Iteration 26Q: 3 clusters Score -148949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -148953.640625 Penalty: 3525.283203
	Iteration 27Q: 3 clusters Score -148953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -148956.453125 Penalty: 3525.283203
	Iteration 28Q: 3 clusters Score -148956.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -148959.140625 Penalty: 3525.283203
	Iteration 29Q: 3 clusters Score -148959.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -148959.140625 Penalty: 3525.283203
	Iteration 30F: 3 clusters Score -148959.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Entering Unmasked Estep 
Score: -4040309.250000 Penalty: 2547.166992
	Iteration 0F: 2 clusters Score -4040309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -4020472.500000 Penalty: 5094.333984
	Iteration 0F: 3 clusters Score -4020472 nChanged 13035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -4027794.250000 Penalty: 5094.333984
	Iteration 1F: 3 clusters Score -4027794 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -4028307.750000 Penalty: 5094.333984
	Iteration 2F: 3 clusters Score -4028308 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -4028876.500000 Penalty: 5094.333984
	Iteration 3Q: 3 clusters Score -4028876 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -4029483.000000 Penalty: 5094.333984
	Iteration 4Q: 3 clusters Score -4029483 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -4030193.750000 Penalty: 5094.333984
	Iteration 5Q: 3 clusters Score -4030194 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -4031149.000000 Penalty: 5094.333984
	Iteration 6F: 3 clusters Score -4031149 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4032422.250000 Penalty: 5094.333984
	Iteration 7F: 3 clusters Score -4032422 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -4033967.500000 Penalty: 5094.333984
	Iteration 8F: 3 clusters Score -4033968 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -4035438.000000 Penalty: 5094.333984
	Iteration 9F: 3 clusters Score -4035438 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -4036495.500000 Penalty: 5094.333984
	Iteration 10Q: 3 clusters Score -4036496 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -4037218.500000 Penalty: 5094.333984
	Iteration 11Q: 3 clusters Score -4037218 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -4037699.250000 Penalty: 5094.333984
	Iteration 12Q: 3 clusters Score -4037699 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -4038214.500000 Penalty: 5094.333984
	Iteration 13Q: 3 clusters Score -4038214 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -4038803.000000 Penalty: 5094.333984
	Iteration 14Q: 3 clusters Score -4038803 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -4039374.250000 Penalty: 5094.333984
	Iteration 15Q: 3 clusters Score -4039374 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -4039710.250000 Penalty: 5094.333984
	Iteration 16Q: 3 clusters Score -4039710 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -4039829.000000 Penalty: 5094.333984
	Iteration 17Q: 3 clusters Score -4039829 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -4039890.500000 Penalty: 5094.333984
	Iteration 18Q: 3 clusters Score -4039890 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -4039915.500000 Penalty: 5094.333984
	Iteration 19Q: 3 clusters Score -4039916 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4039933.250000 Penalty: 5094.333984
	Iteration 20F: 3 clusters Score -4039933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -4039947.750000 Penalty: 5094.333984
	Iteration 21Q: 3 clusters Score -4039948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -4039962.250000 Penalty: 5094.333984
	Iteration 22Q: 3 clusters Score -4039962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -4039959.500000 Penalty: 5094.333984
	Iteration 23Q: 3 clusters Score -4039960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -4039966.500000 Penalty: 5094.333984
	Iteration 24Q: 3 clusters Score -4039966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -4039966.750000 Penalty: 5094.333984
	Iteration 25Q: 3 clusters Score -4039967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -4039970.750000 Penalty: 5094.333984
	Iteration 26Q: 3 clusters Score -4039971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -4039969.500000 Penalty: 5094.333984
	Iteration 27Q: 3 clusters Score -4039970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -4039966.750000 Penalty: 5094.333984
	Iteration 28Q: 3 clusters Score -4039967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -4039966.750000 Penalty: 5094.333984
	Iteration 29Q: 3 clusters Score -4039967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -4039966.750000 Penalty: 5094.333984
	Iteration 30F: 3 clusters Score -4039967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (84987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84987 members 
Entering Unmasked Estep 
Score: -11775723.000000 Penalty: 2814.863037
	Iteration 0F: 2 clusters Score -1.177572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -11718666.000000 Penalty: 5629.726074
	Iteration 0F: 3 clusters Score -1.171867e+07 nChanged 40273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -11742036.000000 Penalty: 5629.726074
	Iteration 1F: 3 clusters Score -1.174204e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -11743190.000000 Penalty: 5629.726074
	Iteration 2Q: 3 clusters Score -1.174319e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -11744637.000000 Penalty: 5629.726074
	Iteration 3Q: 3 clusters Score -1.174464e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -11746540.000000 Penalty: 5629.726074
	Iteration 4Q: 3 clusters Score -1.174654e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 50143 members 
Entering Unmasked Estep 
Score: -11748919.000000 Penalty: 5629.726074
	Iteration 5F: 3 clusters Score -1.174892e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -11751810.000000 Penalty: 5629.726074
	Iteration 6F: 3 clusters Score -1.175181e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -11754924.000000 Penalty: 5629.726074
	Iteration 7F: 3 clusters Score -1.175492e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 58223 members 
Entering Unmasked Estep 
Score: -11758060.000000 Penalty: 5629.726074
	Iteration 8F: 3 clusters Score -1.175806e+07 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 60543 members 
Entering Unmasked Estep 
Score: -11760784.000000 Penalty: 5629.726074
	Iteration 9Q: 3 clusters Score -1.176078e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 62434 members 
Entering Unmasked Estep 
Score: -11762649.000000 Penalty: 5629.726074
	Iteration 10Q: 3 clusters Score -1.176265e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -11763821.000000 Penalty: 5629.726074
	Iteration 11Q: 3 clusters Score -1.176382e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 65592 members 
Entering Unmasked Estep 
Score: -11764613.000000 Penalty: 5629.726074
	Iteration 12Q: 3 clusters Score -1.176461e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 67107 members 
Entering Unmasked Estep 
Score: -11765229.000000 Penalty: 5629.726074
	Iteration 13Q: 3 clusters Score -1.176523e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -11765902.000000 Penalty: 5629.726074
	Iteration 14Q: 3 clusters Score -1.17659e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 70077 members 
Entering Unmasked Estep 
Score: -11766574.000000 Penalty: 5629.726074
	Iteration 15Q: 3 clusters Score -1.176657e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 71506 members 
Entering Unmasked Estep 
Score: -11767339.000000 Penalty: 5629.726074
	Iteration 16Q: 3 clusters Score -1.176734e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -11768122.000000 Penalty: 5629.726074
	Iteration 17Q: 3 clusters Score -1.176812e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 74289 members 
Entering Unmasked Estep 
Score: -11768837.000000 Penalty: 5629.726074
	Iteration 18Q: 3 clusters Score -1.176884e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -11769544.000000 Penalty: 5629.726074
	Iteration 19Q: 3 clusters Score -1.176954e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -11770125.000000 Penalty: 5629.726074
	Iteration 20F: 3 clusters Score -1.177012e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 77499 members 
Entering Unmasked Estep 
Score: -11770700.000000 Penalty: 5629.726074
	Iteration 21Q: 3 clusters Score -1.17707e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 78290 members 
Entering Unmasked Estep 
Score: -11771148.000000 Penalty: 5629.726074
	Iteration 22Q: 3 clusters Score -1.177115e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -11771510.000000 Penalty: 5629.726074
	Iteration 23Q: 3 clusters Score -1.177151e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 79565 members 
Entering Unmasked Estep 
Score: -11771784.000000 Penalty: 5629.726074
	Iteration 24Q: 3 clusters Score -1.177178e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 80128 members 
Entering Unmasked Estep 
Score: -11772018.000000 Penalty: 5629.726074
	Iteration 25Q: 3 clusters Score -1.177202e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 80613 members 
Entering Unmasked Estep 
Score: -11772185.000000 Penalty: 5629.726074
	Iteration 26Q: 3 clusters Score -1.177218e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 81062 members 
Entering Unmasked Estep 
Score: -11772399.000000 Penalty: 5629.726074
	Iteration 27Q: 3 clusters Score -1.17724e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -11772630.000000 Penalty: 5629.726074
	Iteration 28Q: 3 clusters Score -1.177263e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 81804 members 
Entering Unmasked Estep 
Score: -11772750.000000 Penalty: 5629.726074
	Iteration 29Q: 3 clusters Score -1.177275e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 82081 members 
Entering Unmasked Estep 
Score: -11772845.000000 Penalty: 5629.726074
	Iteration 30Q: 3 clusters Score -1.177284e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 82301 members 
Entering Unmasked Estep 
Score: -11772931.000000 Penalty: 5629.726074
	Iteration 31Q: 3 clusters Score -1.177293e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -11773047.000000 Penalty: 5629.726074
	Iteration 32Q: 3 clusters Score -1.177305e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 82655 members 
Entering Unmasked Estep 
Score: -11773121.000000 Penalty: 5629.726074
	Iteration 33Q: 3 clusters Score -1.177312e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -11773192.000000 Penalty: 5629.726074
	Iteration 34Q: 3 clusters Score -1.177319e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 82899 members 
Entering Unmasked Estep 
Score: -11773245.000000 Penalty: 5629.726074
	Iteration 35Q: 3 clusters Score -1.177324e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 82997 members 
Entering Unmasked Estep 
Score: -11773275.000000 Penalty: 5629.726074
	Iteration 36Q: 3 clusters Score -1.177328e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -11773302.000000 Penalty: 5629.726074
	Iteration 37Q: 3 clusters Score -1.17733e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 83115 members 
Entering Unmasked Estep 
Score: -11773311.000000 Penalty: 5629.726074
	Iteration 38Q: 3 clusters Score -1.177331e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -11773333.000000 Penalty: 5629.726074
	Iteration 39Q: 3 clusters Score -1.177333e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 83200 members 
Entering Unmasked Estep 
Score: -11773338.000000 Penalty: 5629.726074
	Iteration 40F: 3 clusters Score -1.177334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -11773334.000000 Penalty: 5629.726074
	Iteration 41Q: 3 clusters Score -1.177333e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -11773339.000000 Penalty: 5629.726074
	Iteration 42Q: 3 clusters Score -1.177334e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 83284 members 
Entering Unmasked Estep 
Score: -11773346.000000 Penalty: 5629.726074
	Iteration 43Q: 3 clusters Score -1.177335e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 83308 members 
Entering Unmasked Estep 
Score: -11773370.000000 Penalty: 5629.726074
	Iteration 44Q: 3 clusters Score -1.177337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 83331 members 
Entering Unmasked Estep 
Score: -11773375.000000 Penalty: 5629.726074
	Iteration 45Q: 3 clusters Score -1.177338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 83346 members 
Entering Unmasked Estep 
Score: -11773370.000000 Penalty: 5629.726074
	Iteration 46Q: 3 clusters Score -1.177337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 83369 members 
Entering Unmasked Estep 
Score: -11773385.000000 Penalty: 5629.726074
	Iteration 47Q: 3 clusters Score -1.177338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 83385 members 
Entering Unmasked Estep 
Score: -11773381.000000 Penalty: 5629.726074
	Iteration 48Q: 3 clusters Score -1.177338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -11773411.000000 Penalty: 5629.726074
	Iteration 49Q: 3 clusters Score -1.177341e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 83424 members 
Entering Unmasked Estep 
Score: -11773414.000000 Penalty: 5629.726074
	Iteration 50Q: 3 clusters Score -1.177341e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 83443 members 
Entering Unmasked Estep 
Score: -11773420.000000 Penalty: 5629.726074
	Iteration 51Q: 3 clusters Score -1.177342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 83454 members 
Entering Unmasked Estep 
Score: -11773424.000000 Penalty: 5629.726074
	Iteration 52Q: 3 clusters Score -1.177342e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 83459 members 
Entering Unmasked Estep 
Score: -11773431.000000 Penalty: 5629.726074
	Iteration 53Q: 3 clusters Score -1.177343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 83466 members 
Entering Unmasked Estep 
Score: -11773435.000000 Penalty: 5629.726074
	Iteration 54Q: 3 clusters Score -1.177344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 83470 members 
Entering Unmasked Estep 
Score: -11773443.000000 Penalty: 5629.726074
	Iteration 55Q: 3 clusters Score -1.177344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -11773433.000000 Penalty: 5629.726074
	Iteration 56Q: 3 clusters Score -1.177343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -11773429.000000 Penalty: 5629.726074
	Iteration 57Q: 3 clusters Score -1.177343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 83489 members 
Entering Unmasked Estep 
Score: -11773433.000000 Penalty: 5629.726074
	Iteration 58Q: 3 clusters Score -1.177343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 83493 members 
Entering Unmasked Estep 
Score: -11773435.000000 Penalty: 5629.726074
	Iteration 59Q: 3 clusters Score -1.177344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 83496 members 
Entering Unmasked Estep 
Score: -11773432.000000 Penalty: 5629.726074
	Iteration 60F: 3 clusters Score -1.177343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 83500 members 
Entering Unmasked Estep 
Score: -11773435.000000 Penalty: 5629.726074
	Iteration 61Q: 3 clusters Score -1.177344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 83503 members 
Entering Unmasked Estep 
Score: -11773430.000000 Penalty: 5629.726074
	Iteration 62Q: 3 clusters Score -1.177343e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 83504 members 
Entering Unmasked Estep 
Score: -11773426.000000 Penalty: 5629.726074
	Iteration 63Q: 3 clusters Score -1.177343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 83506 members 
Entering Unmasked Estep 
Score: -11773443.000000 Penalty: 5629.726074
	Iteration 64Q: 3 clusters Score -1.177344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 83511 members 
Entering Unmasked Estep 
Score: -11773437.000000 Penalty: 5629.726074
	Iteration 65Q: 3 clusters Score -1.177344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 83514 members 
Entering Unmasked Estep 
Score: -11773437.000000 Penalty: 5629.726074
	Iteration 66Q: 3 clusters Score -1.177344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
Score: -11773433.000000 Penalty: 5629.726074
	Iteration 67Q: 3 clusters Score -1.177343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 83523 members 
Entering Unmasked Estep 
Score: -11773438.000000 Penalty: 5629.726074
	Iteration 68Q: 3 clusters Score -1.177344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
Score: -11773438.000000 Penalty: 5629.726074
	Iteration 69Q: 3 clusters Score -1.177344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -11773447.000000 Penalty: 5629.726074
	Iteration 70Q: 3 clusters Score -1.177345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 83536 members 
Entering Unmasked Estep 
Score: -11773456.000000 Penalty: 5629.726074
	Iteration 71Q: 3 clusters Score -1.177346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 83544 members 
Entering Unmasked Estep 
Score: -11773451.000000 Penalty: 5629.726074
	Iteration 72Q: 3 clusters Score -1.177345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -11773457.000000 Penalty: 5629.726074
	Iteration 73Q: 3 clusters Score -1.177346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 83554 members 
Entering Unmasked Estep 
Score: -11773459.000000 Penalty: 5629.726074
	Iteration 74Q: 3 clusters Score -1.177346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 83559 members 
Entering Unmasked Estep 
Score: -11773460.000000 Penalty: 5629.726074
	Iteration 75Q: 3 clusters Score -1.177346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 83567 members 
Entering Unmasked Estep 
Score: -11773472.000000 Penalty: 5629.726074
	Iteration 76Q: 3 clusters Score -1.177347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 83575 members 
Entering Unmasked Estep 
Score: -11773483.000000 Penalty: 5629.726074
	Iteration 77Q: 3 clusters Score -1.177348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 83583 members 
Entering Unmasked Estep 
Score: -11773492.000000 Penalty: 5629.726074
	Iteration 78Q: 3 clusters Score -1.177349e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -11773486.000000 Penalty: 5629.726074
	Iteration 79Q: 3 clusters Score -1.177349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -11773485.000000 Penalty: 5629.726074
	Iteration 80F: 3 clusters Score -1.177348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -11773492.000000 Penalty: 5629.726074
	Iteration 81Q: 3 clusters Score -1.177349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -11773486.000000 Penalty: 5629.726074
	Iteration 82Q: 3 clusters Score -1.177349e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -11773485.000000 Penalty: 5629.726074
	Iteration 83Q: 3 clusters Score -1.177348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 83592 members 
Entering Unmasked Estep 
Score: -11773485.000000 Penalty: 5629.726074
	Iteration 84Q: 3 clusters Score -1.177348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 83593 members 
Entering Unmasked Estep 
Score: -11773490.000000 Penalty: 5629.726074
	Iteration 85Q: 3 clusters Score -1.177349e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -11773489.000000 Penalty: 5629.726074
	Iteration 86Q: 3 clusters Score -1.177349e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 83594 members 
Entering Unmasked Estep 
Score: -11773489.000000 Penalty: 5629.726074
	Iteration 87F: 3 clusters Score -1.177349e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (29456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Entering Unmasked Estep 
Score: -3975798.750000 Penalty: 2552.082031
	Iteration 0F: 2 clusters Score -3975799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -3955613.250000 Penalty: 5104.164062
	Iteration 0F: 3 clusters Score -3955613 nChanged 13386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3962797.250000 Penalty: 5104.164062
	Iteration 1F: 3 clusters Score -3962797 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3963376.500000 Penalty: 5104.164062
	Iteration 2F: 3 clusters Score -3963376 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -3963976.500000 Penalty: 5104.164062
	Iteration 3Q: 3 clusters Score -3963976 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3964754.750000 Penalty: 5104.164062
	Iteration 4F: 3 clusters Score -3964755 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3965721.500000 Penalty: 5104.164062
	Iteration 5F: 3 clusters Score -3965722 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -3966769.500000 Penalty: 5104.164062
	Iteration 6F: 3 clusters Score -3966770 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3967694.000000 Penalty: 5104.164062
	Iteration 7F: 3 clusters Score -3967694 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -3968404.250000 Penalty: 5104.164062
	Iteration 8F: 3 clusters Score -3968404 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -3968856.500000 Penalty: 5104.164062
	Iteration 9Q: 3 clusters Score -3968856 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3969145.000000 Penalty: 5104.164062
	Iteration 10Q: 3 clusters Score -3969145 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -3969318.000000 Penalty: 5104.164062
	Iteration 11Q: 3 clusters Score -3969318 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3969453.750000 Penalty: 5104.164062
	Iteration 12Q: 3 clusters Score -3969454 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -3969538.750000 Penalty: 5104.164062
	Iteration 13Q: 3 clusters Score -3969539 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3969588.750000 Penalty: 5104.164062
	Iteration 14Q: 3 clusters Score -3969589 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -3969621.000000 Penalty: 5104.164062
	Iteration 15Q: 3 clusters Score -3969621 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -3969658.500000 Penalty: 5104.164062
	Iteration 16Q: 3 clusters Score -3969658 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3969704.500000 Penalty: 5104.164062
	Iteration 17Q: 3 clusters Score -3969704 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3969731.000000 Penalty: 5104.164062
	Iteration 18Q: 3 clusters Score -3969731 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -3969762.250000 Penalty: 5104.164062
	Iteration 19Q: 3 clusters Score -3969762 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3969785.250000 Penalty: 5104.164062
	Iteration 20F: 3 clusters Score -3969785 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -3969829.500000 Penalty: 5104.164062
	Iteration 21Q: 3 clusters Score -3969830 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -3969876.750000 Penalty: 5104.164062
	Iteration 22Q: 3 clusters Score -3969877 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -3969932.250000 Penalty: 5104.164062
	Iteration 23Q: 3 clusters Score -3969932 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -3970009.750000 Penalty: 5104.164062
	Iteration 24Q: 3 clusters Score -3970010 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -3970095.250000 Penalty: 5104.164062
	Iteration 25Q: 3 clusters Score -3970095 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -3970248.750000 Penalty: 5104.164062
	Iteration 26Q: 3 clusters Score -3970249 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -3970435.500000 Penalty: 5104.164062
	Iteration 27Q: 3 clusters Score -3970436 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3970639.250000 Penalty: 5104.164062
	Iteration 28Q: 3 clusters Score -3970639 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3970908.500000 Penalty: 5104.164062
	Iteration 29Q: 3 clusters Score -3970908 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -3971170.000000 Penalty: 5104.164062
	Iteration 30Q: 3 clusters Score -3971170 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3971469.000000 Penalty: 5104.164062
	Iteration 31Q: 3 clusters Score -3971469 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3971731.500000 Penalty: 5104.164062
	Iteration 32Q: 3 clusters Score -3971732 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -3972018.750000 Penalty: 5104.164062
	Iteration 33Q: 3 clusters Score -3972019 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -3972286.000000 Penalty: 5104.164062
	Iteration 34Q: 3 clusters Score -3972286 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3972531.750000 Penalty: 5104.164062
	Iteration 35Q: 3 clusters Score -3972532 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3972735.500000 Penalty: 5104.164062
	Iteration 36Q: 3 clusters Score -3972736 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -3972944.000000 Penalty: 5104.164062
	Iteration 37Q: 3 clusters Score -3972944 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3973128.500000 Penalty: 5104.164062
	Iteration 38Q: 3 clusters Score -3973128 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -3973255.250000 Penalty: 5104.164062
	Iteration 39Q: 3 clusters Score -3973255 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 28207 members 
Entering Unmasked Estep 
Score: -3973356.250000 Penalty: 5104.164062
	Iteration 40F: 3 clusters Score -3973356 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -3973443.250000 Penalty: 5104.164062
	Iteration 41Q: 3 clusters Score -3973443 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -3973525.000000 Penalty: 5104.164062
	Iteration 42Q: 3 clusters Score -3973525 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3973564.000000 Penalty: 5104.164062
	Iteration 43Q: 3 clusters Score -3973564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3973590.000000 Penalty: 5104.164062
	Iteration 44Q: 3 clusters Score -3973590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -3973616.250000 Penalty: 5104.164062
	Iteration 45Q: 3 clusters Score -3973616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -3973628.000000 Penalty: 5104.164062
	Iteration 46Q: 3 clusters Score -3973628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -3973626.250000 Penalty: 5104.164062
	Iteration 47Q: 3 clusters Score -3973626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3973633.750000 Penalty: 5104.164062
	Iteration 48Q: 3 clusters Score -3973634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -3973635.750000 Penalty: 5104.164062
	Iteration 49Q: 3 clusters Score -3973636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -3973647.750000 Penalty: 5104.164062
	Iteration 50Q: 3 clusters Score -3973648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -3973647.750000 Penalty: 5104.164062
	Iteration 51Q: 3 clusters Score -3973648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -3973644.500000 Penalty: 5104.164062
	Iteration 52Q: 3 clusters Score -3973644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -3973645.250000 Penalty: 5104.164062
	Iteration 53Q: 3 clusters Score -3973645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -3973648.250000 Penalty: 5104.164062
	Iteration 54Q: 3 clusters Score -3973648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -3973650.500000 Penalty: 5104.164062
	Iteration 55Q: 3 clusters Score -3973650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3973648.500000 Penalty: 5104.164062
	Iteration 56Q: 3 clusters Score -3973648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3973650.000000 Penalty: 5104.164062
	Iteration 57Q: 3 clusters Score -3973650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3973650.000000 Penalty: 5104.164062
	Iteration 58F: 3 clusters Score -3973650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (276412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276412 members 
Entering Unmasked Estep 
Score: -38596864.000000 Penalty: 3107.352539
	Iteration 0F: 2 clusters Score -3.859686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137871 members 
Mstep: Class 2 contains 138541 members 
Entering Unmasked Estep 
Score: -38443908.000000 Penalty: 6214.705078
	Iteration 0F: 3 clusters Score -3.844391e+07 nChanged 133945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129194 members 
Mstep: Class 2 contains 147218 members 
Entering Unmasked Estep 
Score: -38524296.000000 Penalty: 6214.705078
	Iteration 1F: 3 clusters Score -3.85243e+07 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123572 members 
Mstep: Class 2 contains 152840 members 
Entering Unmasked Estep 
Score: -38527084.000000 Penalty: 6214.705078
	Iteration 2Q: 3 clusters Score -3.852708e+07 nChanged 11896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 161348 members 
Entering Unmasked Estep 
Score: -38531080.000000 Penalty: 6214.705078
	Iteration 3Q: 3 clusters Score -3.853108e+07 nChanged 14801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103031 members 
Mstep: Class 2 contains 173381 members 
Entering Unmasked Estep 
Score: -38538332.000000 Penalty: 6214.705078
	Iteration 4F: 3 clusters Score -3.853833e+07 nChanged 17943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87458 members 
Mstep: Class 2 contains 188954 members 
Entering Unmasked Estep 
Score: -38550448.000000 Penalty: 6214.705078
	Iteration 5F: 3 clusters Score -3.855045e+07 nChanged 19466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70342 members 
Mstep: Class 2 contains 206070 members 
Entering Unmasked Estep 
Score: -38565724.000000 Penalty: 6214.705078
	Iteration 6F: 3 clusters Score -3.856572e+07 nChanged 18052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 221654 members 
Entering Unmasked Estep 
Score: -38580524.000000 Penalty: 6214.705078
	Iteration 7F: 3 clusters Score -3.858052e+07 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 233514 members 
Entering Unmasked Estep 
Score: -38591040.000000 Penalty: 6214.705078
	Iteration 8F: 3 clusters Score -3.859104e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 241836 members 
Entering Unmasked Estep 
Score: -38597584.000000 Penalty: 6214.705078
	Iteration 9Q: 3 clusters Score -3.859758e+07 nChanged 7462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 248822 members 
Entering Unmasked Estep 
Score: -38600020.000000 Penalty: 6214.705078
	Iteration 10Q: 3 clusters Score -3.860002e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 254988 members 
Entering Unmasked Estep 
Score: -38599900.000000 Penalty: 6214.705078
	Iteration 11Q: 3 clusters Score -3.85999e+07 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 260461 members 
Entering Unmasked Estep 
Score: -38599300.000000 Penalty: 6214.705078
	Iteration 12Q: 3 clusters Score -3.85993e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 265181 members 
Entering Unmasked Estep 
Score: -38598144.000000 Penalty: 6214.705078
	Iteration 13Q: 3 clusters Score -3.859814e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 269113 members 
Entering Unmasked Estep 
Score: -38596940.000000 Penalty: 6214.705078
	Iteration 14Q: 3 clusters Score -3.859694e+07 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 272026 members 
Entering Unmasked Estep 
Score: -38595816.000000 Penalty: 6214.705078
	Iteration 15Q: 3 clusters Score -3.859582e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 273884 members 
Entering Unmasked Estep 
Score: -38595020.000000 Penalty: 6214.705078
	Iteration 16Q: 3 clusters Score -3.859502e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 274911 members 
Entering Unmasked Estep 
Score: -38594584.000000 Penalty: 6214.705078
	Iteration 17Q: 3 clusters Score -3.859458e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 275420 members 
Entering Unmasked Estep 
Score: -38594360.000000 Penalty: 6214.705078
	Iteration 18Q: 3 clusters Score -3.859436e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 275682 members 
Entering Unmasked Estep 
Score: -38594320.000000 Penalty: 6214.705078
	Iteration 19Q: 3 clusters Score -3.859432e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 275793 members 
Entering Unmasked Estep 
Score: -38594388.000000 Penalty: 6214.705078
	Iteration 20F: 3 clusters Score -3.859439e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 275855 members 
Entering Unmasked Estep 
Score: -38594436.000000 Penalty: 6214.705078
	Iteration 21Q: 3 clusters Score -3.859444e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 275907 members 
Entering Unmasked Estep 
Score: -38594424.000000 Penalty: 6214.705078
	Iteration 22Q: 3 clusters Score -3.859442e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 275936 members 
Entering Unmasked Estep 
Score: -38594472.000000 Penalty: 6214.705078
	Iteration 23Q: 3 clusters Score -3.859447e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 275954 members 
Entering Unmasked Estep 
Score: -38594440.000000 Penalty: 6214.705078
	Iteration 24Q: 3 clusters Score -3.859444e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 275964 members 
Entering Unmasked Estep 
Score: -38594408.000000 Penalty: 6214.705078
	Iteration 25Q: 3 clusters Score -3.859441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 275977 members 
Entering Unmasked Estep 
Score: -38594480.000000 Penalty: 6214.705078
	Iteration 26Q: 3 clusters Score -3.859448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 275989 members 
Entering Unmasked Estep 
Score: -38594492.000000 Penalty: 6214.705078
	Iteration 27Q: 3 clusters Score -3.859449e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 275995 members 
Entering Unmasked Estep 
Score: -38594504.000000 Penalty: 6214.705078
	Iteration 28Q: 3 clusters Score -3.85945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 275997 members 
Entering Unmasked Estep 
Score: -38594508.000000 Penalty: 6214.705078
	Iteration 29Q: 3 clusters Score -3.859451e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 275996 members 
Entering Unmasked Estep 
Score: -38594500.000000 Penalty: 6214.705078
	Iteration 30Q: 3 clusters Score -3.85945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 275997 members 
Entering Unmasked Estep 
Score: -38594516.000000 Penalty: 6214.705078
	Iteration 31Q: 3 clusters Score -3.859452e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 276001 members 
Entering Unmasked Estep 
Score: -38594492.000000 Penalty: 6214.705078
	Iteration 32Q: 3 clusters Score -3.859449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 276003 members 
Entering Unmasked Estep 
Score: -38594496.000000 Penalty: 6214.705078
	Iteration 33Q: 3 clusters Score -3.85945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 276005 members 
Entering Unmasked Estep 
Score: -38594496.000000 Penalty: 6214.705078
	Iteration 34Q: 3 clusters Score -3.85945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 276005 members 
Entering Unmasked Estep 
Score: -38594496.000000 Penalty: 6214.705078
	Iteration 35Q: 3 clusters Score -3.85945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 276005 members 
Entering Unmasked Estep 
Score: -38594496.000000 Penalty: 6214.705078
	Iteration 36F: 3 clusters Score -3.85945e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -153698.156250 Penalty: 1744.309570
	Iteration 0F: 2 clusters Score -153698.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -151666.859375 Penalty: 3488.619141
	Iteration 0F: 3 clusters Score -151666.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -151971.593750 Penalty: 3488.619141
	Iteration 1F: 3 clusters Score -151971.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -152049.796875 Penalty: 3488.619141
	Iteration 2F: 3 clusters Score -152049.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -152113.046875 Penalty: 3488.619141
	Iteration 3Q: 3 clusters Score -152113 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -152195.828125 Penalty: 3488.619141
	Iteration 4Q: 3 clusters Score -152195.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -152256.562500 Penalty: 3488.619141
	Iteration 5Q: 3 clusters Score -152256.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -152298.609375 Penalty: 3488.619141
	Iteration 6Q: 3 clusters Score -152298.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152341.156250 Penalty: 3488.619141
	Iteration 7Q: 3 clusters Score -152341.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152368.640625 Penalty: 3488.619141
	Iteration 8Q: 3 clusters Score -152368.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152386.546875 Penalty: 3488.619141
	Iteration 9Q: 3 clusters Score -152386.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -152398.765625 Penalty: 3488.619141
	Iteration 10Q: 3 clusters Score -152398.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -152406.296875 Penalty: 3488.619141
	Iteration 11Q: 3 clusters Score -152406.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -152408.546875 Penalty: 3488.619141
	Iteration 12Q: 3 clusters Score -152408.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -152412.625000 Penalty: 3488.619141
	Iteration 13Q: 3 clusters Score -152412.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -152413.343750 Penalty: 3488.619141
	Iteration 14Q: 3 clusters Score -152413.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -152413.343750 Penalty: 3488.619141
	Iteration 15F: 3 clusters Score -152413.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Entering Unmasked Estep 
Score: -3180692.000000 Penalty: 2501.497559
	Iteration 0F: 2 clusters Score -3180692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3164040.500000 Penalty: 5002.995117
	Iteration 0F: 3 clusters Score -3164040 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3169799.250000 Penalty: 5002.995117
	Iteration 1F: 3 clusters Score -3169799 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -3170212.500000 Penalty: 5002.995117
	Iteration 2Q: 3 clusters Score -3170212 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -3170555.500000 Penalty: 5002.995117
	Iteration 3Q: 3 clusters Score -3170556 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -3170866.750000 Penalty: 5002.995117
	Iteration 4Q: 3 clusters Score -3170867 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3171194.250000 Penalty: 5002.995117
	Iteration 5Q: 3 clusters Score -3171194 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3171571.000000 Penalty: 5002.995117
	Iteration 6Q: 3 clusters Score -3171571 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -3172035.500000 Penalty: 5002.995117
	Iteration 7Q: 3 clusters Score -3172036 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -3172642.750000 Penalty: 5002.995117
	Iteration 8Q: 3 clusters Score -3172643 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3173461.250000 Penalty: 5002.995117
	Iteration 9F: 3 clusters Score -3173461 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -3174406.750000 Penalty: 5002.995117
	Iteration 10F: 3 clusters Score -3174407 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -3175377.000000 Penalty: 5002.995117
	Iteration 11F: 3 clusters Score -3175377 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -3176261.750000 Penalty: 5002.995117
	Iteration 12Q: 3 clusters Score -3176262 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -3176983.250000 Penalty: 5002.995117
	Iteration 13Q: 3 clusters Score -3176983 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -3177527.500000 Penalty: 5002.995117
	Iteration 14Q: 3 clusters Score -3177528 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -3177929.250000 Penalty: 5002.995117
	Iteration 15Q: 3 clusters Score -3177929 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -3178222.750000 Penalty: 5002.995117
	Iteration 16Q: 3 clusters Score -3178223 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -3178402.000000 Penalty: 5002.995117
	Iteration 17Q: 3 clusters Score -3178402 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3178501.250000 Penalty: 5002.995117
	Iteration 18Q: 3 clusters Score -3178501 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -3178562.500000 Penalty: 5002.995117
	Iteration 19Q: 3 clusters Score -3178562 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -3178614.000000 Penalty: 5002.995117
	Iteration 20F: 3 clusters Score -3178614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -3178630.750000 Penalty: 5002.995117
	Iteration 21Q: 3 clusters Score -3178631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -3178648.250000 Penalty: 5002.995117
	Iteration 22Q: 3 clusters Score -3178648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -3178649.250000 Penalty: 5002.995117
	Iteration 23Q: 3 clusters Score -3178649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3178661.250000 Penalty: 5002.995117
	Iteration 24Q: 3 clusters Score -3178661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -3178672.000000 Penalty: 5002.995117
	Iteration 25Q: 3 clusters Score -3178672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -3178675.000000 Penalty: 5002.995117
	Iteration 26Q: 3 clusters Score -3178675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -3178672.500000 Penalty: 5002.995117
	Iteration 27Q: 3 clusters Score -3178672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -3178681.250000 Penalty: 5002.995117
	Iteration 28Q: 3 clusters Score -3178681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3178687.500000 Penalty: 5002.995117
	Iteration 29Q: 3 clusters Score -3178688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -3178692.250000 Penalty: 5002.995117
	Iteration 30Q: 3 clusters Score -3178692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3178691.500000 Penalty: 5002.995117
	Iteration 31Q: 3 clusters Score -3178692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3178700.000000 Penalty: 5002.995117
	Iteration 32Q: 3 clusters Score -3178700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -3178703.500000 Penalty: 5002.995117
	Iteration 33Q: 3 clusters Score -3178704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3178699.500000 Penalty: 5002.995117
	Iteration 34Q: 3 clusters Score -3178700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3178699.500000 Penalty: 5002.995117
	Iteration 35F: 3 clusters Score -3178700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Entering Unmasked Estep 
Score: -1473160.625000 Penalty: 2315.000488
	Iteration 0F: 2 clusters Score -1473161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1464729.625000 Penalty: 4630.000977
	Iteration 0F: 3 clusters Score -1464730 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1467346.500000 Penalty: 4630.000977
	Iteration 1F: 3 clusters Score -1467346 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1467736.000000 Penalty: 4630.000977
	Iteration 2F: 3 clusters Score -1467736 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1468048.250000 Penalty: 4630.000977
	Iteration 3F: 3 clusters Score -1468048 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1468399.750000 Penalty: 4630.000977
	Iteration 4Q: 3 clusters Score -1468400 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1468779.250000 Penalty: 4630.000977
	Iteration 5F: 3 clusters Score -1468779 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1469187.875000 Penalty: 4630.000977
	Iteration 6Q: 3 clusters Score -1469188 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1469628.375000 Penalty: 4630.000977
	Iteration 7F: 3 clusters Score -1469628 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -1470029.500000 Penalty: 4630.000977
	Iteration 8Q: 3 clusters Score -1470030 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1470379.750000 Penalty: 4630.000977
	Iteration 9Q: 3 clusters Score -1470380 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1470652.500000 Penalty: 4630.000977
	Iteration 10Q: 3 clusters Score -1470652 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1470831.875000 Penalty: 4630.000977
	Iteration 11Q: 3 clusters Score -1470832 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1470974.250000 Penalty: 4630.000977
	Iteration 12Q: 3 clusters Score -1470974 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1471072.500000 Penalty: 4630.000977
	Iteration 13Q: 3 clusters Score -1471072 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1471146.750000 Penalty: 4630.000977
	Iteration 14Q: 3 clusters Score -1471147 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1471206.250000 Penalty: 4630.000977
	Iteration 15Q: 3 clusters Score -1471206 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1471260.125000 Penalty: 4630.000977
	Iteration 16Q: 3 clusters Score -1471260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1471301.500000 Penalty: 4630.000977
	Iteration 17Q: 3 clusters Score -1471302 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1471348.750000 Penalty: 4630.000977
	Iteration 18Q: 3 clusters Score -1471349 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1471386.125000 Penalty: 4630.000977
	Iteration 19Q: 3 clusters Score -1471386 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1471430.875000 Penalty: 4630.000977
	Iteration 20F: 3 clusters Score -1471431 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1471472.875000 Penalty: 4630.000977
	Iteration 21Q: 3 clusters Score -1471473 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1471497.375000 Penalty: 4630.000977
	Iteration 22Q: 3 clusters Score -1471497 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1471522.875000 Penalty: 4630.000977
	Iteration 23Q: 3 clusters Score -1471523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1471541.250000 Penalty: 4630.000977
	Iteration 24Q: 3 clusters Score -1471541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1471551.500000 Penalty: 4630.000977
	Iteration 25Q: 3 clusters Score -1471552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1471563.250000 Penalty: 4630.000977
	Iteration 26Q: 3 clusters Score -1471563 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1471569.000000 Penalty: 4630.000977
	Iteration 27Q: 3 clusters Score -1471569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1471575.250000 Penalty: 4630.000977
	Iteration 28Q: 3 clusters Score -1471575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1471584.250000 Penalty: 4630.000977
	Iteration 29Q: 3 clusters Score -1471584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -1471589.375000 Penalty: 4630.000977
	Iteration 30Q: 3 clusters Score -1471589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1471597.625000 Penalty: 4630.000977
	Iteration 31Q: 3 clusters Score -1471598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1471606.625000 Penalty: 4630.000977
	Iteration 32Q: 3 clusters Score -1471607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1471609.250000 Penalty: 4630.000977
	Iteration 33Q: 3 clusters Score -1471609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1471608.125000 Penalty: 4630.000977
	Iteration 34Q: 3 clusters Score -1471608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1471611.875000 Penalty: 4630.000977
	Iteration 35Q: 3 clusters Score -1471612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1471611.750000 Penalty: 4630.000977
	Iteration 36Q: 3 clusters Score -1471612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1471621.125000 Penalty: 4630.000977
	Iteration 37Q: 3 clusters Score -1471621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1471620.375000 Penalty: 4630.000977
	Iteration 38Q: 3 clusters Score -1471620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1471622.125000 Penalty: 4630.000977
	Iteration 39Q: 3 clusters Score -1471622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1471627.750000 Penalty: 4630.000977
	Iteration 40F: 3 clusters Score -1471628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1471628.375000 Penalty: 4630.000977
	Iteration 41Q: 3 clusters Score -1471628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1471633.500000 Penalty: 4630.000977
	Iteration 42Q: 3 clusters Score -1471634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1471637.250000 Penalty: 4630.000977
	Iteration 43Q: 3 clusters Score -1471637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1471641.750000 Penalty: 4630.000977
	Iteration 44Q: 3 clusters Score -1471642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1471646.250000 Penalty: 4630.000977
	Iteration 45Q: 3 clusters Score -1471646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1471651.250000 Penalty: 4630.000977
	Iteration 46Q: 3 clusters Score -1471651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1471653.000000 Penalty: 4630.000977
	Iteration 47Q: 3 clusters Score -1471653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1471658.000000 Penalty: 4630.000977
	Iteration 48Q: 3 clusters Score -1471658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1471659.625000 Penalty: 4630.000977
	Iteration 49Q: 3 clusters Score -1471660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1471661.500000 Penalty: 4630.000977
	Iteration 50Q: 3 clusters Score -1471662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1471663.250000 Penalty: 4630.000977
	Iteration 51Q: 3 clusters Score -1471663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1471665.875000 Penalty: 4630.000977
	Iteration 52Q: 3 clusters Score -1471666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1471668.125000 Penalty: 4630.000977
	Iteration 53Q: 3 clusters Score -1471668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1471668.750000 Penalty: 4630.000977
	Iteration 54Q: 3 clusters Score -1471669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1471669.250000 Penalty: 4630.000977
	Iteration 55Q: 3 clusters Score -1471669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1471669.250000 Penalty: 4630.000977
	Iteration 56F: 3 clusters Score -1471669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Entering Unmasked Estep 
Score: -3214035.750000 Penalty: 2518.156494
	Iteration 0F: 2 clusters Score -3214036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -3196303.250000 Penalty: 5036.312988
	Iteration 0F: 3 clusters Score -3196303 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3203297.250000 Penalty: 5036.312988
	Iteration 1F: 3 clusters Score -3203297 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -3204514.750000 Penalty: 5036.312988
	Iteration 2F: 3 clusters Score -3204515 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -3205727.500000 Penalty: 5036.312988
	Iteration 3F: 3 clusters Score -3205728 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -3206755.500000 Penalty: 5036.312988
	Iteration 4F: 3 clusters Score -3206756 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3207633.500000 Penalty: 5036.312988
	Iteration 5F: 3 clusters Score -3207634 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -3208312.750000 Penalty: 5036.312988
	Iteration 6Q: 3 clusters Score -3208313 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -3208813.500000 Penalty: 5036.312988
	Iteration 7Q: 3 clusters Score -3208814 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3209200.000000 Penalty: 5036.312988
	Iteration 8Q: 3 clusters Score -3209200 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -3209495.000000 Penalty: 5036.312988
	Iteration 9Q: 3 clusters Score -3209495 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -3209679.750000 Penalty: 5036.312988
	Iteration 10Q: 3 clusters Score -3209680 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -3209866.250000 Penalty: 5036.312988
	Iteration 11Q: 3 clusters Score -3209866 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3210000.250000 Penalty: 5036.312988
	Iteration 12Q: 3 clusters Score -3210000 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -3210099.000000 Penalty: 5036.312988
	Iteration 13Q: 3 clusters Score -3210099 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3210190.250000 Penalty: 5036.312988
	Iteration 14Q: 3 clusters Score -3210190 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3210278.000000 Penalty: 5036.312988
	Iteration 15Q: 3 clusters Score -3210278 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -3210362.000000 Penalty: 5036.312988
	Iteration 16Q: 3 clusters Score -3210362 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3210428.750000 Penalty: 5036.312988
	Iteration 17Q: 3 clusters Score -3210429 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3210498.500000 Penalty: 5036.312988
	Iteration 18Q: 3 clusters Score -3210498 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3210580.500000 Penalty: 5036.312988
	Iteration 19Q: 3 clusters Score -3210580 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3210659.000000 Penalty: 5036.312988
	Iteration 20F: 3 clusters Score -3210659 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -3210756.500000 Penalty: 5036.312988
	Iteration 21Q: 3 clusters Score -3210756 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -3210865.000000 Penalty: 5036.312988
	Iteration 22Q: 3 clusters Score -3210865 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -3210938.000000 Penalty: 5036.312988
	Iteration 23Q: 3 clusters Score -3210938 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3211007.500000 Penalty: 5036.312988
	Iteration 24Q: 3 clusters Score -3211008 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -3211084.000000 Penalty: 5036.312988
	Iteration 25Q: 3 clusters Score -3211084 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3211155.750000 Penalty: 5036.312988
	Iteration 26Q: 3 clusters Score -3211156 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3211237.000000 Penalty: 5036.312988
	Iteration 27Q: 3 clusters Score -3211237 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -3211309.250000 Penalty: 5036.312988
	Iteration 28Q: 3 clusters Score -3211309 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -3211384.000000 Penalty: 5036.312988
	Iteration 29Q: 3 clusters Score -3211384 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -3211475.000000 Penalty: 5036.312988
	Iteration 30Q: 3 clusters Score -3211475 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3211576.250000 Penalty: 5036.312988
	Iteration 31Q: 3 clusters Score -3211576 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -3211671.500000 Penalty: 5036.312988
	Iteration 32Q: 3 clusters Score -3211672 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -3211788.500000 Penalty: 5036.312988
	Iteration 33Q: 3 clusters Score -3211788 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -3211925.250000 Penalty: 5036.312988
	Iteration 34Q: 3 clusters Score -3211925 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3212042.500000 Penalty: 5036.312988
	Iteration 35Q: 3 clusters Score -3212042 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3212157.750000 Penalty: 5036.312988
	Iteration 36Q: 3 clusters Score -3212158 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3212303.500000 Penalty: 5036.312988
	Iteration 37Q: 3 clusters Score -3212304 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3212424.750000 Penalty: 5036.312988
	Iteration 38Q: 3 clusters Score -3212425 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3212514.000000 Penalty: 5036.312988
	Iteration 39Q: 3 clusters Score -3212514 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3212592.000000 Penalty: 5036.312988
	Iteration 40F: 3 clusters Score -3212592 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3212646.000000 Penalty: 5036.312988
	Iteration 41Q: 3 clusters Score -3212646 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3212695.750000 Penalty: 5036.312988
	Iteration 42Q: 3 clusters Score -3212696 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3212733.500000 Penalty: 5036.312988
	Iteration 43Q: 3 clusters Score -3212734 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3212770.500000 Penalty: 5036.312988
	Iteration 44Q: 3 clusters Score -3212770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3212787.500000 Penalty: 5036.312988
	Iteration 45Q: 3 clusters Score -3212788 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3212821.250000 Penalty: 5036.312988
	Iteration 46Q: 3 clusters Score -3212821 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -3212830.500000 Penalty: 5036.312988
	Iteration 47Q: 3 clusters Score -3212830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -3212850.750000 Penalty: 5036.312988
	Iteration 48Q: 3 clusters Score -3212851 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3212874.500000 Penalty: 5036.312988
	Iteration 49Q: 3 clusters Score -3212874 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3212887.000000 Penalty: 5036.312988
	Iteration 50Q: 3 clusters Score -3212887 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3212902.500000 Penalty: 5036.312988
	Iteration 51Q: 3 clusters Score -3212902 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -3212914.250000 Penalty: 5036.312988
	Iteration 52Q: 3 clusters Score -3212914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3212917.500000 Penalty: 5036.312988
	Iteration 53Q: 3 clusters Score -3212918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3212927.250000 Penalty: 5036.312988
	Iteration 54Q: 3 clusters Score -3212927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3212930.500000 Penalty: 5036.312988
	Iteration 55Q: 3 clusters Score -3212930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3212945.250000 Penalty: 5036.312988
	Iteration 56Q: 3 clusters Score -3212945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3212950.250000 Penalty: 5036.312988
	Iteration 57Q: 3 clusters Score -3212950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3212947.250000 Penalty: 5036.312988
	Iteration 58Q: 3 clusters Score -3212947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3212948.500000 Penalty: 5036.312988
	Iteration 59Q: 3 clusters Score -3212948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3212953.750000 Penalty: 5036.312988
	Iteration 60F: 3 clusters Score -3212954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3212956.000000 Penalty: 5036.312988
	Iteration 61Q: 3 clusters Score -3212956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -3212957.250000 Penalty: 5036.312988
	Iteration 62Q: 3 clusters Score -3212957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -3212954.000000 Penalty: 5036.312988
	Iteration 63Q: 3 clusters Score -3212954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -3212954.250000 Penalty: 5036.312988
	Iteration 64Q: 3 clusters Score -3212954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3212952.750000 Penalty: 5036.312988
	Iteration 65Q: 3 clusters Score -3212953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3212952.250000 Penalty: 5036.312988
	Iteration 66Q: 3 clusters Score -3212952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3212949.750000 Penalty: 5036.312988
	Iteration 67Q: 3 clusters Score -3212950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -3212949.750000 Penalty: 5036.312988
	Iteration 68F: 3 clusters Score -3212950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (144719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144719 members 
Entering Unmasked Estep 
Score: -19851418.000000 Penalty: 2946.872314
	Iteration 0F: 2 clusters Score -1.985142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72540 members 
Mstep: Class 2 contains 72179 members 
Entering Unmasked Estep 
Score: -19755946.000000 Penalty: 5893.744629
	Iteration 0F: 3 clusters Score -1.975595e+07 nChanged 69136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74162 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -19796146.000000 Penalty: 5893.744629
	Iteration 1F: 3 clusters Score -1.979615e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75007 members 
Mstep: Class 2 contains 69712 members 
Entering Unmasked Estep 
Score: -19797494.000000 Penalty: 5893.744629
	Iteration 2Q: 3 clusters Score -1.979749e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76343 members 
Mstep: Class 2 contains 68376 members 
Entering Unmasked Estep 
Score: -19799510.000000 Penalty: 5893.744629
	Iteration 3Q: 3 clusters Score -1.979951e+07 nChanged 6430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78471 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -19801972.000000 Penalty: 5893.744629
	Iteration 4Q: 3 clusters Score -1.980197e+07 nChanged 7505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81616 members 
Mstep: Class 2 contains 63103 members 
Entering Unmasked Estep 
Score: -19805664.000000 Penalty: 5893.744629
	Iteration 5F: 3 clusters Score -1.980566e+07 nChanged 8683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86211 members 
Mstep: Class 2 contains 58508 members 
Entering Unmasked Estep 
Score: -19810764.000000 Penalty: 5893.744629
	Iteration 6F: 3 clusters Score -1.981076e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92109 members 
Mstep: Class 2 contains 52610 members 
Entering Unmasked Estep 
Score: -19816992.000000 Penalty: 5893.744629
	Iteration 7F: 3 clusters Score -1.981699e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98776 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -19824062.000000 Penalty: 5893.744629
	Iteration 8F: 3 clusters Score -1.982406e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105439 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -19830518.000000 Penalty: 5893.744629
	Iteration 9F: 3 clusters Score -1.983052e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111203 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -19836160.000000 Penalty: 5893.744629
	Iteration 10Q: 3 clusters Score -1.983616e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115995 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -19840260.000000 Penalty: 5893.744629
	Iteration 11Q: 3 clusters Score -1.984026e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119617 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -19842724.000000 Penalty: 5893.744629
	Iteration 12Q: 3 clusters Score -1.984272e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122438 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -19844276.000000 Penalty: 5893.744629
	Iteration 13Q: 3 clusters Score -1.984428e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124815 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -19845312.000000 Penalty: 5893.744629
	Iteration 14Q: 3 clusters Score -1.984531e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126872 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -19846044.000000 Penalty: 5893.744629
	Iteration 15Q: 3 clusters Score -1.984604e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128737 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -19846680.000000 Penalty: 5893.744629
	Iteration 16Q: 3 clusters Score -1.984668e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130373 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -19847164.000000 Penalty: 5893.744629
	Iteration 17Q: 3 clusters Score -1.984716e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131775 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -19847532.000000 Penalty: 5893.744629
	Iteration 18Q: 3 clusters Score -1.984753e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133101 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -19847912.000000 Penalty: 5893.744629
	Iteration 19Q: 3 clusters Score -1.984791e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134298 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -19848204.000000 Penalty: 5893.744629
	Iteration 20F: 3 clusters Score -1.98482e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135389 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -19848386.000000 Penalty: 5893.744629
	Iteration 21Q: 3 clusters Score -1.984839e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136373 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -19848596.000000 Penalty: 5893.744629
	Iteration 22Q: 3 clusters Score -1.98486e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137202 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -19848782.000000 Penalty: 5893.744629
	Iteration 23Q: 3 clusters Score -1.984878e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137932 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -19849026.000000 Penalty: 5893.744629
	Iteration 24Q: 3 clusters Score -1.984903e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138544 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -19849186.000000 Penalty: 5893.744629
	Iteration 25Q: 3 clusters Score -1.984919e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139038 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -19849330.000000 Penalty: 5893.744629
	Iteration 26Q: 3 clusters Score -1.984933e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139443 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -19849428.000000 Penalty: 5893.744629
	Iteration 27Q: 3 clusters Score -1.984943e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139796 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -19849484.000000 Penalty: 5893.744629
	Iteration 28Q: 3 clusters Score -1.984948e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140077 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -19849524.000000 Penalty: 5893.744629
	Iteration 29Q: 3 clusters Score -1.984952e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140302 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -19849532.000000 Penalty: 5893.744629
	Iteration 30Q: 3 clusters Score -1.984953e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140485 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -19849614.000000 Penalty: 5893.744629
	Iteration 31Q: 3 clusters Score -1.984961e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140647 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -19849616.000000 Penalty: 5893.744629
	Iteration 32Q: 3 clusters Score -1.984962e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140782 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -19849624.000000 Penalty: 5893.744629
	Iteration 33Q: 3 clusters Score -1.984962e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140903 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -19849662.000000 Penalty: 5893.744629
	Iteration 34Q: 3 clusters Score -1.984966e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141021 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -19849684.000000 Penalty: 5893.744629
	Iteration 35Q: 3 clusters Score -1.984968e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141125 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -19849702.000000 Penalty: 5893.744629
	Iteration 36Q: 3 clusters Score -1.98497e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141220 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -19849736.000000 Penalty: 5893.744629
	Iteration 37Q: 3 clusters Score -1.984974e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141302 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -19849764.000000 Penalty: 5893.744629
	Iteration 38Q: 3 clusters Score -1.984976e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141365 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -19849814.000000 Penalty: 5893.744629
	Iteration 39Q: 3 clusters Score -1.984981e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141426 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -19849810.000000 Penalty: 5893.744629
	Iteration 40F: 3 clusters Score -1.984981e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141473 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -19849826.000000 Penalty: 5893.744629
	Iteration 41Q: 3 clusters Score -1.984983e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141519 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -19849812.000000 Penalty: 5893.744629
	Iteration 42Q: 3 clusters Score -1.984981e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141559 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -19849808.000000 Penalty: 5893.744629
	Iteration 43Q: 3 clusters Score -1.984981e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141593 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -19849842.000000 Penalty: 5893.744629
	Iteration 44Q: 3 clusters Score -1.984984e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141623 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -19849840.000000 Penalty: 5893.744629
	Iteration 45Q: 3 clusters Score -1.984984e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141646 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -19849862.000000 Penalty: 5893.744629
	Iteration 46Q: 3 clusters Score -1.984986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141671 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -19849856.000000 Penalty: 5893.744629
	Iteration 47Q: 3 clusters Score -1.984986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141693 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -19849854.000000 Penalty: 5893.744629
	Iteration 48Q: 3 clusters Score -1.984985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141710 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -19849890.000000 Penalty: 5893.744629
	Iteration 49Q: 3 clusters Score -1.984989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141724 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -19849890.000000 Penalty: 5893.744629
	Iteration 50Q: 3 clusters Score -1.984989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141729 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -19849900.000000 Penalty: 5893.744629
	Iteration 51Q: 3 clusters Score -1.98499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141739 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -19849898.000000 Penalty: 5893.744629
	Iteration 52Q: 3 clusters Score -1.98499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141744 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -19849904.000000 Penalty: 5893.744629
	Iteration 53Q: 3 clusters Score -1.98499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141754 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -19849912.000000 Penalty: 5893.744629
	Iteration 54Q: 3 clusters Score -1.984991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141765 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -19849916.000000 Penalty: 5893.744629
	Iteration 55Q: 3 clusters Score -1.984992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141774 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -19849904.000000 Penalty: 5893.744629
	Iteration 56Q: 3 clusters Score -1.98499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141784 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -19849892.000000 Penalty: 5893.744629
	Iteration 57Q: 3 clusters Score -1.984989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141791 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -19849898.000000 Penalty: 5893.744629
	Iteration 58Q: 3 clusters Score -1.98499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141798 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -19849902.000000 Penalty: 5893.744629
	Iteration 59Q: 3 clusters Score -1.98499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141800 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -19849898.000000 Penalty: 5893.744629
	Iteration 60F: 3 clusters Score -1.98499e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141802 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -19849900.000000 Penalty: 5893.744629
	Iteration 61Q: 3 clusters Score -1.98499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141808 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -19849910.000000 Penalty: 5893.744629
	Iteration 62Q: 3 clusters Score -1.984991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141817 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -19849908.000000 Penalty: 5893.744629
	Iteration 63Q: 3 clusters Score -1.984991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141821 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -19849896.000000 Penalty: 5893.744629
	Iteration 64Q: 3 clusters Score -1.98499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141827 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -19849910.000000 Penalty: 5893.744629
	Iteration 65Q: 3 clusters Score -1.984991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141831 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -19849892.000000 Penalty: 5893.744629
	Iteration 66Q: 3 clusters Score -1.984989e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141836 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -19849886.000000 Penalty: 5893.744629
	Iteration 67Q: 3 clusters Score -1.984989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141839 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -19849890.000000 Penalty: 5893.744629
	Iteration 68Q: 3 clusters Score -1.984989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141841 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -19849886.000000 Penalty: 5893.744629
	Iteration 69Q: 3 clusters Score -1.984989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141844 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -19849888.000000 Penalty: 5893.744629
	Iteration 70Q: 3 clusters Score -1.984989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141846 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -19849896.000000 Penalty: 5893.744629
	Iteration 71Q: 3 clusters Score -1.98499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141843 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -19849886.000000 Penalty: 5893.744629
	Iteration 72Q: 3 clusters Score -1.984989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141845 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -19849886.000000 Penalty: 5893.744629
	Iteration 73Q: 3 clusters Score -1.984989e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141846 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -19849880.000000 Penalty: 5893.744629
	Iteration 74Q: 3 clusters Score -1.984988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141847 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -19849868.000000 Penalty: 5893.744629
	Iteration 75Q: 3 clusters Score -1.984987e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141847 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -19849868.000000 Penalty: 5893.744629
	Iteration 76F: 3 clusters Score -1.984987e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Entering Unmasked Estep 
Score: -29053.767578 Penalty: 1355.030273
	Iteration 0F: 2 clusters Score -29053.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27865.814453 Penalty: 2710.060547
	Iteration 0F: 3 clusters Score -27865.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27956.101562 Penalty: 2710.060547
	Iteration 1F: 3 clusters Score -27956.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28006.414062 Penalty: 2710.060547
	Iteration 2Q: 3 clusters Score -28006.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28035.978516 Penalty: 2710.060547
	Iteration 3Q: 3 clusters Score -28035.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28044.380859 Penalty: 2710.060547
	Iteration 4Q: 3 clusters Score -28044.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28044.380859 Penalty: 2710.060547
	Iteration 5F: 3 clusters Score -28044.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Entering Unmasked Estep 
Score: -1014019.375000 Penalty: 2206.150146
	Iteration 0F: 2 clusters Score -1014019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1008067.375000 Penalty: 4412.300293
	Iteration 0F: 3 clusters Score -1008067 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1009810.937500 Penalty: 4412.300293
	Iteration 1F: 3 clusters Score -1009811 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1010223.062500 Penalty: 4412.300293
	Iteration 2F: 3 clusters Score -1010223 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1010568.125000 Penalty: 4412.300293
	Iteration 3F: 3 clusters Score -1010568 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1010958.750000 Penalty: 4412.300293
	Iteration 4F: 3 clusters Score -1010959 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1011411.187500 Penalty: 4412.300293
	Iteration 5F: 3 clusters Score -1011411 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1011853.875000 Penalty: 4412.300293
	Iteration 6F: 3 clusters Score -1011854 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1012205.500000 Penalty: 4412.300293
	Iteration 7Q: 3 clusters Score -1012206 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1012444.187500 Penalty: 4412.300293
	Iteration 8Q: 3 clusters Score -1012444 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1012610.875000 Penalty: 4412.300293
	Iteration 9Q: 3 clusters Score -1012611 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1012740.000000 Penalty: 4412.300293
	Iteration 10Q: 3 clusters Score -1012740 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1012853.312500 Penalty: 4412.300293
	Iteration 11Q: 3 clusters Score -1012853 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1012942.062500 Penalty: 4412.300293
	Iteration 12Q: 3 clusters Score -1012942 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1012997.562500 Penalty: 4412.300293
	Iteration 13Q: 3 clusters Score -1012998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1013039.187500 Penalty: 4412.300293
	Iteration 14Q: 3 clusters Score -1013039 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1013075.375000 Penalty: 4412.300293
	Iteration 15Q: 3 clusters Score -1013075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1013096.625000 Penalty: 4412.300293
	Iteration 16Q: 3 clusters Score -1013097 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1013108.000000 Penalty: 4412.300293
	Iteration 17Q: 3 clusters Score -1013108 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1013117.000000 Penalty: 4412.300293
	Iteration 18Q: 3 clusters Score -1013117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1013120.437500 Penalty: 4412.300293
	Iteration 19Q: 3 clusters Score -1013120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1013123.000000 Penalty: 4412.300293
	Iteration 20F: 3 clusters Score -1013123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1013125.375000 Penalty: 4412.300293
	Iteration 21Q: 3 clusters Score -1013125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1013130.187500 Penalty: 4412.300293
	Iteration 22Q: 3 clusters Score -1013130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1013129.687500 Penalty: 4412.300293
	Iteration 23Q: 3 clusters Score -1013130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1013129.687500 Penalty: 4412.300293
	Iteration 24F: 3 clusters Score -1013130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Entering Unmasked Estep 
Score: -64492.296875 Penalty: 1534.179810
	Iteration 0F: 2 clusters Score -64492.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63001.160156 Penalty: 3068.359619
	Iteration 0F: 3 clusters Score -63001.16 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63169.734375 Penalty: 3068.359619
	Iteration 1F: 3 clusters Score -63169.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -63221.453125 Penalty: 3068.359619
	Iteration 2Q: 3 clusters Score -63221.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63252.617188 Penalty: 3068.359619
	Iteration 3Q: 3 clusters Score -63252.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63258.097656 Penalty: 3068.359619
	Iteration 4Q: 3 clusters Score -63258.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63263.023438 Penalty: 3068.359619
	Iteration 5Q: 3 clusters Score -63263.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63265.507812 Penalty: 3068.359619
	Iteration 6Q: 3 clusters Score -63265.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63269.375000 Penalty: 3068.359619
	Iteration 7Q: 3 clusters Score -63269.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63271.101562 Penalty: 3068.359619
	Iteration 8Q: 3 clusters Score -63271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -63271.101562 Penalty: 3068.359619
	Iteration 9F: 3 clusters Score -63271.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Entering Unmasked Estep 
Score: -879515.625000 Penalty: 2187.240234
	Iteration 0F: 2 clusters Score -879515.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -873932.687500 Penalty: 4374.480469
	Iteration 0F: 3 clusters Score -873932.7 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -875364.750000 Penalty: 4374.480469
	Iteration 1F: 3 clusters Score -875364.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -875608.687500 Penalty: 4374.480469
	Iteration 2F: 3 clusters Score -875608.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -875820.750000 Penalty: 4374.480469
	Iteration 3F: 3 clusters Score -875820.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -875987.687500 Penalty: 4374.480469
	Iteration 4Q: 3 clusters Score -875987.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -876159.687500 Penalty: 4374.480469
	Iteration 5Q: 3 clusters Score -876159.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -876318.937500 Penalty: 4374.480469
	Iteration 6Q: 3 clusters Score -876318.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -876472.062500 Penalty: 4374.480469
	Iteration 7Q: 3 clusters Score -876472.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -876633.250000 Penalty: 4374.480469
	Iteration 8Q: 3 clusters Score -876633.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -876804.500000 Penalty: 4374.480469
	Iteration 9Q: 3 clusters Score -876804.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -876996.875000 Penalty: 4374.480469
	Iteration 10Q: 3 clusters Score -876996.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -877215.500000 Penalty: 4374.480469
	Iteration 11Q: 3 clusters Score -877215.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -877382.937500 Penalty: 4374.480469
	Iteration 12Q: 3 clusters Score -877382.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -877511.125000 Penalty: 4374.480469
	Iteration 13Q: 3 clusters Score -877511.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -877629.625000 Penalty: 4374.480469
	Iteration 14Q: 3 clusters Score -877629.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -877709.562500 Penalty: 4374.480469
	Iteration 15Q: 3 clusters Score -877709.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -877809.875000 Penalty: 4374.480469
	Iteration 16Q: 3 clusters Score -877809.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -877904.000000 Penalty: 4374.480469
	Iteration 17Q: 3 clusters Score -877904 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -877979.875000 Penalty: 4374.480469
	Iteration 18Q: 3 clusters Score -877979.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -878046.062500 Penalty: 4374.480469
	Iteration 19Q: 3 clusters Score -878046.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -878080.875000 Penalty: 4374.480469
	Iteration 20F: 3 clusters Score -878080.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -878109.437500 Penalty: 4374.480469
	Iteration 21Q: 3 clusters Score -878109.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -878134.812500 Penalty: 4374.480469
	Iteration 22Q: 3 clusters Score -878134.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -878154.375000 Penalty: 4374.480469
	Iteration 23Q: 3 clusters Score -878154.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -878177.000000 Penalty: 4374.480469
	Iteration 24Q: 3 clusters Score -878177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -878198.625000 Penalty: 4374.480469
	Iteration 25Q: 3 clusters Score -878198.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -878211.687500 Penalty: 4374.480469
	Iteration 26Q: 3 clusters Score -878211.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -878231.625000 Penalty: 4374.480469
	Iteration 27Q: 3 clusters Score -878231.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -878240.625000 Penalty: 4374.480469
	Iteration 28Q: 3 clusters Score -878240.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -878253.375000 Penalty: 4374.480469
	Iteration 29Q: 3 clusters Score -878253.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -878267.875000 Penalty: 4374.480469
	Iteration 30Q: 3 clusters Score -878267.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -878284.062500 Penalty: 4374.480469
	Iteration 31Q: 3 clusters Score -878284.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -878298.125000 Penalty: 4374.480469
	Iteration 32Q: 3 clusters Score -878298.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -878306.562500 Penalty: 4374.480469
	Iteration 33Q: 3 clusters Score -878306.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -878312.937500 Penalty: 4374.480469
	Iteration 34Q: 3 clusters Score -878312.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -878319.812500 Penalty: 4374.480469
	Iteration 35Q: 3 clusters Score -878319.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -878324.625000 Penalty: 4374.480469
	Iteration 36Q: 3 clusters Score -878324.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -878327.875000 Penalty: 4374.480469
	Iteration 37Q: 3 clusters Score -878327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -878329.187500 Penalty: 4374.480469
	Iteration 38Q: 3 clusters Score -878329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -878329.875000 Penalty: 4374.480469
	Iteration 39Q: 3 clusters Score -878329.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -878329.875000 Penalty: 4374.480469
	Iteration 40F: 3 clusters Score -878329.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Entering Unmasked Estep 
Score: -37420.335938 Penalty: 1439.673462
	Iteration 0F: 2 clusters Score -37420.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36095.539062 Penalty: 2879.346924
	Iteration 0F: 3 clusters Score -36095.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -36279.578125 Penalty: 2879.346924
	Iteration 1F: 3 clusters Score -36279.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -36415.976562 Penalty: 2879.346924
	Iteration 2F: 3 clusters Score -36415.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -36489.207031 Penalty: 2879.346924
	Iteration 3Q: 3 clusters Score -36489.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -36557.386719 Penalty: 2879.346924
	Iteration 4Q: 3 clusters Score -36557.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36634.933594 Penalty: 2879.346924
	Iteration 5Q: 3 clusters Score -36634.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36694.386719 Penalty: 2879.346924
	Iteration 6Q: 3 clusters Score -36694.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -36706.707031 Penalty: 2879.346924
	Iteration 7Q: 3 clusters Score -36706.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36713.261719 Penalty: 2879.346924
	Iteration 8Q: 3 clusters Score -36713.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36733.417969 Penalty: 2879.346924
	Iteration 9Q: 3 clusters Score -36733.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36755.910156 Penalty: 2879.346924
	Iteration 10Q: 3 clusters Score -36755.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36782.640625 Penalty: 2879.346924
	Iteration 11Q: 3 clusters Score -36782.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36803.808594 Penalty: 2879.346924
	Iteration 12Q: 3 clusters Score -36803.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36838.207031 Penalty: 2879.346924
	Iteration 13Q: 3 clusters Score -36838.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36879.914062 Penalty: 2879.346924
	Iteration 14Q: 3 clusters Score -36879.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -36979.300781 Penalty: 2879.346924
	Iteration 15Q: 3 clusters Score -36979.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37005.171875 Penalty: 2879.346924
	Iteration 16Q: 3 clusters Score -37005.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -37023.632812 Penalty: 2879.346924
	Iteration 17Q: 3 clusters Score -37023.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -37032.253906 Penalty: 2879.346924
	Iteration 18Q: 3 clusters Score -37032.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -37043.839844 Penalty: 2879.346924
	Iteration 19Q: 3 clusters Score -37043.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -37063.867188 Penalty: 2879.346924
	Iteration 20F: 3 clusters Score -37063.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37067.433594 Penalty: 2879.346924
	Iteration 21Q: 3 clusters Score -37067.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -37067.433594 Penalty: 2879.346924
	Iteration 22F: 3 clusters Score -37067.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Entering Unmasked Estep 
Score: -150993.640625 Penalty: 1748.430420
	Iteration 0F: 2 clusters Score -150993.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -148995.562500 Penalty: 3496.860840
	Iteration 0F: 3 clusters Score -148995.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -149499.562500 Penalty: 3496.860840
	Iteration 1F: 3 clusters Score -149499.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -149747.953125 Penalty: 3496.860840
	Iteration 2F: 3 clusters Score -149748 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -149952.500000 Penalty: 3496.860840
	Iteration 3F: 3 clusters Score -149952.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -150276.031250 Penalty: 3496.860840
	Iteration 4F: 3 clusters Score -150276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -150674.578125 Penalty: 3496.860840
	Iteration 5F: 3 clusters Score -150674.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -150897.171875 Penalty: 3496.860840
	Iteration 6Q: 3 clusters Score -150897.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -150994.484375 Penalty: 3496.860840
	Iteration 7Q: 3 clusters Score -150994.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -151054.562500 Penalty: 3496.860840
	Iteration 8Q: 3 clusters Score -151054.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -151073.640625 Penalty: 3496.860840
	Iteration 9Q: 3 clusters Score -151073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -151086.593750 Penalty: 3496.860840
	Iteration 10Q: 3 clusters Score -151086.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -151105.171875 Penalty: 3496.860840
	Iteration 11Q: 3 clusters Score -151105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -151113.765625 Penalty: 3496.860840
	Iteration 12Q: 3 clusters Score -151113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -151114.625000 Penalty: 3496.860840
	Iteration 13Q: 3 clusters Score -151114.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -151114.625000 Penalty: 3496.860840
	Iteration 14F: 3 clusters Score -151114.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62029 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48922 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28878 members 
Mstep: Class 12 contains 84987 members 
Mstep: Class 13 contains 29456 members 
Mstep: Class 14 contains 276412 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144719 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7301 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 406 members 
Mstep: Class 26 contains 576 members 
Mstep: Class 27 contains 14772 members 
Mstep: Class 28 contains 747 members 
Entering Unmasked Estep 
Score: -122232768.000000 Penalty: 95255.710938
Splitting cluster 25 changes total score from -122234392.000000 to -122232768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Entering Unmasked Estep 
Score: -72093.664062 Penalty: 1576.314697
	Iteration 0F: 2 clusters Score -72093.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70628.953125 Penalty: 3152.629395
	Iteration 0F: 3 clusters Score -70628.95 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71025.960938 Penalty: 3152.629395
	Iteration 1F: 3 clusters Score -71025.96 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -71421.476562 Penalty: 3152.629395
	Iteration 2F: 3 clusters Score -71421.48 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71736.921875 Penalty: 3152.629395
	Iteration 3F: 3 clusters Score -71736.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -71883.718750 Penalty: 3152.629395
	Iteration 4F: 3 clusters Score -71883.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -71950.578125 Penalty: 3152.629395
	Iteration 5Q: 3 clusters Score -71950.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -71985.507812 Penalty: 3152.629395
	Iteration 6Q: 3 clusters Score -71985.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -72037.054688 Penalty: 3152.629395
	Iteration 7Q: 3 clusters Score -72037.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72177.601562 Penalty: 3152.629395
	Iteration 8Q: 3 clusters Score -72177.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -72188.781250 Penalty: 3152.629395
	Iteration 9Q: 3 clusters Score -72188.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -72188.781250 Penalty: 3152.629395
	Iteration 10F: 3 clusters Score -72188.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 92 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 32218 members 
Mstep: Class 3 contains 8555 members 
Mstep: Class 4 contains 2992 members 
Mstep: Class 5 contains 62029 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 48922 members 
Mstep: Class 8 contains 5758 members 
Mstep: Class 9 contains 36391 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 28878 members 
Mstep: Class 12 contains 84987 members 
Mstep: Class 13 contains 29456 members 
Mstep: Class 14 contains 276412 members 
Mstep: Class 15 contains 1134 members 
Mstep: Class 16 contains 24021 members 
Mstep: Class 17 contains 11324 members 
Mstep: Class 18 contains 25690 members 
Mstep: Class 19 contains 144719 members 
Mstep: Class 20 contains 236 members 
Mstep: Class 21 contains 7301 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 6765 members 
Mstep: Class 24 contains 332 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 394 members 
Mstep: Class 27 contains 14772 members 
Mstep: Class 28 contains 182 members 
Entering Unmasked Estep 
Score: -122232576.000000 Penalty: 95255.710938
Splitting cluster 26 changes total score from -122234392.000000 to -122232576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (14772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Entering Unmasked Estep 
Score: -2014594.125000 Penalty: 2380.921143
	Iteration 0F: 2 clusters Score -2014594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2003870.250000 Penalty: 4761.842285
	Iteration 0F: 3 clusters Score -2003870 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -2007160.750000 Penalty: 4761.842285
	Iteration 1F: 3 clusters Score -2007161 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2007436.500000 Penalty: 4761.842285
	Iteration 2F: 3 clusters Score -2007436 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2007655.375000 Penalty: 4761.842285
	Iteration 3Q: 3 clusters Score -2007655 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -2007809.500000 Penalty: 4761.842285
	Iteration 4Q: 3 clusters Score -2007810 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2007923.750000 Penalty: 4761.842285
	Iteration 5Q: 3 clusters Score -2007924 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -2008047.750000 Penalty: 4761.842285
	Iteration 6Q: 3 clusters Score -2008048 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2008166.500000 Penalty: 4761.842285
	Iteration 7Q: 3 clusters Score -2008166 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -2008274.875000 Penalty: 4761.842285
	Iteration 8Q: 3 clusters Score -2008275 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2008410.375000 Penalty: 4761.842285
	Iteration 9Q: 3 clusters Score -2008410 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2008572.500000 Penalty: 4761.842285
	Iteration 10Q: 3 clusters Score -2008572 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2008787.875000 Penalty: 4761.842285
	Iteration 11Q: 3 clusters Score -2008788 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -2009080.500000 Penalty: 4761.842285
	Iteration 12Q: 3 clusters Score -2009080 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2009478.500000 Penalty: 4761.842285
	Iteration 13Q: 3 clusters Score -2009478 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2009975.500000 Penalty: 4761.842285
	Iteration 14Q: 3 clusters Score -2009976 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2010556.500000 Penalty: 4761.842285
	Iteration 15F: 3 clusters Score -2010556 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2011154.250000 Penalty: 4761.842285
	Iteration 16Q: 3 clusters Score -2011154 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -2011639.125000 Penalty: 4761.842285
	Iteration 17Q: 3 clusters Score -2011639 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2011972.625000 Penalty: 4761.842285
	Iteration 18Q: 3 clusters Score -2011973 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2012193.500000 Penalty: 4761.842285
	Iteration 19Q: 3 clusters Score -2012194 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2012313.125000 Penalty: 4761.842285
	Iteration 20F: 3 clusters Score -2012313 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2012370.625000 Penalty: 4761.842285
	Iteration 21Q: 3 clusters Score -2012371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2012410.375000 Penalty: 4761.842285
	Iteration 22Q: 3 clusters Score -2012410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2012443.375000 Penalty: 4761.842285
	Iteration 23Q: 3 clusters Score -2012443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2012460.875000 Penalty: 4761.842285
	Iteration 24Q: 3 clusters Score -2012461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2012473.750000 Penalty: 4761.842285
	Iteration 25Q: 3 clusters Score -2012474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -2012476.125000 Penalty: 4761.842285
	Iteration 26Q: 3 clusters Score -2012476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2012477.250000 Penalty: 4761.842285
	Iteration 27Q: 3 clusters Score -2012477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2012479.375000 Penalty: 4761.842285
	Iteration 28Q: 3 clusters Score -2012479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2012482.125000 Penalty: 4761.842285
	Iteration 29Q: 3 clusters Score -2012482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2012482.750000 Penalty: 4761.842285
	Iteration 30Q: 3 clusters Score -2012483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2012483.625000 Penalty: 4761.842285
	Iteration 31Q: 3 clusters Score -2012484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2012485.000000 Penalty: 4761.842285
	Iteration 32Q: 3 clusters Score -2012485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2012485.000000 Penalty: 4761.842285
	Iteration 33F: 3 clusters Score -2012485 nChanged 0
--- Evaluating fit on full set of 2720463 points ---
Entering Unmasked Estep 
Score: -362350336.000000 Penalty: 99210.031250
21->28 Clusters: Score -362350336.000000, best is -362349280.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 906821 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 42995 members 
Mstep: Class 3 contains 43012 members 
Mstep: Class 4 contains 43180 members 
Mstep: Class 5 contains 43322 members 
Mstep: Class 6 contains 43281 members 
Mstep: Class 7 contains 43067 members 
Mstep: Class 8 contains 42809 members 
Mstep: Class 9 contains 43781 members 
Mstep: Class 10 contains 42987 members 
Mstep: Class 11 contains 43285 members 
Mstep: Class 12 contains 43337 members 
Mstep: Class 13 contains 43660 members 
Mstep: Class 14 contains 43002 members 
Mstep: Class 15 contains 43249 members 
Mstep: Class 16 contains 43241 members 
Mstep: Class 17 contains 43004 members 
Mstep: Class 18 contains 43033 members 
Mstep: Class 19 contains 42972 members 
Mstep: Class 20 contains 43315 members 
Mstep: Class 21 contains 43201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 498.891174 but Gain 3401.992188
Score: -117482536.000000 Penalty: 68039.789062
Iteration 0F: 21 clusters Score -1.174825e+08 nChanged 861421
Entering Unmasked Mstep 
Mstep: Class 0 contains 2401 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 15103 members 
Mstep: Class 3 contains 52200 members 
Mstep: Class 4 contains 36259 members 
Mstep: Class 5 contains 22437 members 
Mstep: Class 6 contains 57796 members 
Mstep: Class 8 contains 90789 members 
Mstep: Class 9 contains 29101 members 
Mstep: Class 10 contains 62512 members 
Mstep: Class 11 contains 30272 members 
Mstep: Class 12 contains 32528 members 
Mstep: Class 13 contains 37500 members 
Mstep: Class 14 contains 63465 members 
Mstep: Class 15 contains 23109 members 
Mstep: Class 16 contains 231011 members 
Mstep: Class 17 contains 47905 members 
Mstep: Class 18 contains 22438 members 
Mstep: Class 19 contains 12505 members 
Mstep: Class 20 contains 12085 members 
Mstep: Class 21 contains 13200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120105904.000000 Penalty: 68039.789062
Iteration 1F: 21 clusters Score -1.201059e+08 nChanged 373143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2389 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9000 members 
Mstep: Class 3 contains 32031 members 
Mstep: Class 4 contains 18306 members 
Mstep: Class 5 contains 15721 members 
Mstep: Class 6 contains 51861 members 
Mstep: Class 8 contains 87420 members 
Mstep: Class 9 contains 31398 members 
Mstep: Class 10 contains 45441 members 
Mstep: Class 11 contains 22657 members 
Mstep: Class 12 contains 23468 members 
Mstep: Class 13 contains 30216 members 
Mstep: Class 14 contains 66854 members 
Mstep: Class 15 contains 14488 members 
Mstep: Class 16 contains 338938 members 
Mstep: Class 17 contains 40717 members 
Mstep: Class 18 contains 48873 members 
Mstep: Class 19 contains 5420 members 
Mstep: Class 20 contains 9012 members 
Mstep: Class 21 contains 6902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 3320.022461 but Gain 3401.988281
Score: -120824880.000000 Penalty: 64637.800781
Iteration 2F: 20 clusters Score -1.208249e+08 nChanged 246097
Entering Unmasked Mstep 
Mstep: Class 0 contains 1874 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 7721 members 
Mstep: Class 3 contains 19193 members 
Mstep: Class 4 contains 8315 members 
Mstep: Class 5 contains 8926 members 
Mstep: Class 6 contains 54015 members 
Mstep: Class 8 contains 85156 members 
Mstep: Class 9 contains 45940 members 
Mstep: Class 10 contains 38804 members 
Mstep: Class 11 contains 18940 members 
Mstep: Class 12 contains 23828 members 
Mstep: Class 13 contains 31565 members 
Mstep: Class 14 contains 77534 members 
Mstep: Class 15 contains 11497 members 
Mstep: Class 16 contains 366234 members 
Mstep: Class 17 contains 31174 members 
Mstep: Class 18 contains 61653 members 
Mstep: Class 19 contains 3077 members 
Mstep: Class 20 contains 9084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121202280.000000 Penalty: 64637.800781
Iteration 3F: 20 clusters Score -1.212023e+08 nChanged 162208
Entering Unmasked Mstep 
Mstep: Class 0 contains 949 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 9877 members 
Mstep: Class 3 contains 14548 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 5 contains 4817 members 
Mstep: Class 6 contains 54717 members 
Mstep: Class 8 contains 93794 members 
Mstep: Class 9 contains 61378 members 
Mstep: Class 10 contains 39761 members 
Mstep: Class 11 contains 16434 members 
Mstep: Class 12 contains 23049 members 
Mstep: Class 13 contains 39179 members 
Mstep: Class 14 contains 86533 members 
Mstep: Class 15 contains 9397 members 
Mstep: Class 16 contains 344613 members 
Mstep: Class 17 contains 26405 members 
Mstep: Class 18 contains 63619 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 10143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121504016.000000 Penalty: 64637.800781
Iteration 4F: 20 clusters Score -1.21504e+08 nChanged 129521
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 15330 members 
Mstep: Class 3 contains 8424 members 
Mstep: Class 4 contains 2895 members 
Mstep: Class 5 contains 3061 members 
Mstep: Class 6 contains 53147 members 
Mstep: Class 8 contains 108673 members 
Mstep: Class 9 contains 76427 members 
Mstep: Class 10 contains 43235 members 
Mstep: Class 11 contains 15621 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 47413 members 
Mstep: Class 14 contains 90118 members 
Mstep: Class 15 contains 7742 members 
Mstep: Class 16 contains 313536 members 
Mstep: Class 17 contains 24119 members 
Mstep: Class 18 contains 62637 members 
Mstep: Class 19 contains 1316 members 
Mstep: Class 20 contains 11785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3031.934082 but Gain 3401.988281
Score: -121708200.000000 Penalty: 61235.812500
Iteration 5F: 19 clusters Score -1.217082e+08 nChanged 107423
Entering Unmasked Mstep 
Mstep: Class 0 contains 279 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 23023 members 
Mstep: Class 3 contains 4408 members 
Mstep: Class 4 contains 2288 members 
Mstep: Class 6 contains 50329 members 
Mstep: Class 8 contains 122011 members 
Mstep: Class 9 contains 87668 members 
Mstep: Class 10 contains 47829 members 
Mstep: Class 11 contains 15980 members 
Mstep: Class 12 contains 16107 members 
Mstep: Class 13 contains 52713 members 
Mstep: Class 14 contains 88495 members 
Mstep: Class 15 contains 7064 members 
Mstep: Class 16 contains 287687 members 
Mstep: Class 17 contains 22810 members 
Mstep: Class 18 contains 61521 members 
Mstep: Class 19 contains 1159 members 
Mstep: Class 20 contains 14183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121851208.000000 Penalty: 61235.812500
Iteration 6F: 19 clusters Score -1.218512e+08 nChanged 86965
Entering Unmasked Mstep 
Mstep: Class 0 contains 200 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 31777 members 
Mstep: Class 3 contains 2197 members 
Mstep: Class 4 contains 1814 members 
Mstep: Class 6 contains 47031 members 
Mstep: Class 8 contains 131635 members 
Mstep: Class 9 contains 93858 members 
Mstep: Class 10 contains 52239 members 
Mstep: Class 11 contains 16849 members 
Mstep: Class 12 contains 14189 members 
Mstep: Class 13 contains 54742 members 
Mstep: Class 14 contains 84057 members 
Mstep: Class 15 contains 6651 members 
Mstep: Class 16 contains 270167 members 
Mstep: Class 17 contains 21328 members 
Mstep: Class 18 contains 59432 members 
Mstep: Class 19 contains 1071 members 
Mstep: Class 20 contains 16359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121949440.000000 Penalty: 61235.812500
Iteration 7F: 19 clusters Score -1.219494e+08 nChanged 72032
Entering Unmasked Mstep 
Mstep: Class 0 contains 163 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 39561 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 1305 members 
Mstep: Class 6 contains 43838 members 
Mstep: Class 8 contains 139315 members 
Mstep: Class 9 contains 95822 members 
Mstep: Class 10 contains 55931 members 
Mstep: Class 11 contains 17776 members 
Mstep: Class 12 contains 13820 members 
Mstep: Class 13 contains 55315 members 
Mstep: Class 14 contains 79438 members 
Mstep: Class 15 contains 6417 members 
Mstep: Class 16 contains 258675 members 
Mstep: Class 17 contains 19816 members 
Mstep: Class 18 contains 57843 members 
Mstep: Class 19 contains 994 members 
Mstep: Class 20 contains 18129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122010616.000000 Penalty: 61235.812500
Iteration 8F: 19 clusters Score -1.220106e+08 nChanged 58535
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 45565 members 
Mstep: Class 3 contains 1402 members 
Mstep: Class 4 contains 1029 members 
Mstep: Class 6 contains 41227 members 
Mstep: Class 8 contains 146696 members 
Mstep: Class 9 contains 95572 members 
Mstep: Class 10 contains 58626 members 
Mstep: Class 11 contains 18531 members 
Mstep: Class 12 contains 14131 members 
Mstep: Class 13 contains 55521 members 
Mstep: Class 14 contains 75586 members 
Mstep: Class 15 contains 6201 members 
Mstep: Class 16 contains 249874 members 
Mstep: Class 17 contains 18264 members 
Mstep: Class 18 contains 56837 members 
Mstep: Class 19 contains 931 members 
Mstep: Class 20 contains 19537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122048496.000000 Penalty: 61235.812500
Iteration 9F: 19 clusters Score -1.220485e+08 nChanged 46923
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 50263 members 
Mstep: Class 3 contains 1433 members 
Mstep: Class 4 contains 915 members 
Mstep: Class 6 contains 39084 members 
Mstep: Class 8 contains 153322 members 
Mstep: Class 9 contains 94362 members 
Mstep: Class 10 contains 60637 members 
Mstep: Class 11 contains 19036 members 
Mstep: Class 12 contains 14712 members 
Mstep: Class 13 contains 55989 members 
Mstep: Class 14 contains 72350 members 
Mstep: Class 15 contains 5899 members 
Mstep: Class 16 contains 242811 members 
Mstep: Class 17 contains 16552 members 
Mstep: Class 18 contains 56621 members 
Mstep: Class 19 contains 885 members 
Mstep: Class 20 contains 20716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122074544.000000 Penalty: 61235.812500
Iteration 10F: 19 clusters Score -1.220745e+08 nChanged 38280
Entering Unmasked Mstep 
Mstep: Class 0 contains 136 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 54273 members 
Mstep: Class 3 contains 1474 members 
Mstep: Class 4 contains 948 members 
Mstep: Class 6 contains 37303 members 
Mstep: Class 8 contains 158128 members 
Mstep: Class 9 contains 92729 members 
Mstep: Class 10 contains 62070 members 
Mstep: Class 11 contains 19353 members 
Mstep: Class 12 contains 15335 members 
Mstep: Class 13 contains 56724 members 
Mstep: Class 14 contains 69560 members 
Mstep: Class 15 contains 5644 members 
Mstep: Class 16 contains 237922 members 
Mstep: Class 17 contains 14632 members 
Mstep: Class 18 contains 56798 members 
Mstep: Class 19 contains 855 members 
Mstep: Class 20 contains 21923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122093832.000000 Penalty: 61235.812500
Iteration 11Q: 19 clusters Score -1.220938e+08 nChanged 32412
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 57902 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 6 contains 36003 members 
Mstep: Class 8 contains 161261 members 
Mstep: Class 9 contains 90958 members 
Mstep: Class 10 contains 62987 members 
Mstep: Class 11 contains 19595 members 
Mstep: Class 12 contains 15883 members 
Mstep: Class 13 contains 57810 members 
Mstep: Class 14 contains 67014 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 234728 members 
Mstep: Class 17 contains 12627 members 
Mstep: Class 18 contains 57170 members 
Mstep: Class 19 contains 832 members 
Mstep: Class 20 contains 23019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122109360.000000 Penalty: 61235.812500
Iteration 12Q: 19 clusters Score -1.221094e+08 nChanged 28803
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 61191 members 
Mstep: Class 3 contains 1502 members 
Mstep: Class 4 contains 980 members 
Mstep: Class 6 contains 35043 members 
Mstep: Class 8 contains 163429 members 
Mstep: Class 9 contains 89093 members 
Mstep: Class 10 contains 63522 members 
Mstep: Class 11 contains 19830 members 
Mstep: Class 12 contains 16415 members 
Mstep: Class 13 contains 59224 members 
Mstep: Class 14 contains 64897 members 
Mstep: Class 15 contains 5310 members 
Mstep: Class 16 contains 232321 members 
Mstep: Class 17 contains 10574 members 
Mstep: Class 18 contains 57614 members 
Mstep: Class 19 contains 822 members 
Mstep: Class 20 contains 23971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122122264.000000 Penalty: 61235.812500
Iteration 13Q: 19 clusters Score -1.221223e+08 nChanged 26113
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 64299 members 
Mstep: Class 3 contains 1509 members 
Mstep: Class 4 contains 972 members 
Mstep: Class 6 contains 34340 members 
Mstep: Class 8 contains 164605 members 
Mstep: Class 9 contains 87183 members 
Mstep: Class 10 contains 63662 members 
Mstep: Class 11 contains 19968 members 
Mstep: Class 12 contains 16898 members 
Mstep: Class 13 contains 61358 members 
Mstep: Class 14 contains 62917 members 
Mstep: Class 15 contains 5271 members 
Mstep: Class 16 contains 230502 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 18 contains 57898 members 
Mstep: Class 19 contains 819 members 
Mstep: Class 20 contains 24837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122133840.000000 Penalty: 61235.812500
Iteration 14Q: 19 clusters Score -1.221338e+08 nChanged 23615
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 67157 members 
Mstep: Class 3 contains 1514 members 
Mstep: Class 4 contains 974 members 
Mstep: Class 6 contains 33782 members 
Mstep: Class 8 contains 165008 members 
Mstep: Class 9 contains 85217 members 
Mstep: Class 10 contains 63573 members 
Mstep: Class 11 contains 20076 members 
Mstep: Class 12 contains 17322 members 
Mstep: Class 13 contains 63754 members 
Mstep: Class 14 contains 61221 members 
Mstep: Class 15 contains 5345 members 
Mstep: Class 16 contains 229304 members 
Mstep: Class 17 contains 7166 members 
Mstep: Class 18 contains 57848 members 
Mstep: Class 19 contains 816 members 
Mstep: Class 20 contains 25673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122143776.000000 Penalty: 61235.812500
Iteration 15Q: 19 clusters Score -1.221438e+08 nChanged 21153
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 69904 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 6 contains 33425 members 
Mstep: Class 8 contains 165018 members 
Mstep: Class 9 contains 83299 members 
Mstep: Class 10 contains 63429 members 
Mstep: Class 11 contains 20172 members 
Mstep: Class 12 contains 17690 members 
Mstep: Class 13 contains 65942 members 
Mstep: Class 14 contains 59800 members 
Mstep: Class 15 contains 5489 members 
Mstep: Class 16 contains 228396 members 
Mstep: Class 17 contains 5925 members 
Mstep: Class 18 contains 57474 members 
Mstep: Class 19 contains 816 members 
Mstep: Class 20 contains 26474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122150872.000000 Penalty: 61235.812500
Iteration 16Q: 19 clusters Score -1.221509e+08 nChanged 19116
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 72534 members 
Mstep: Class 3 contains 1518 members 
Mstep: Class 4 contains 993 members 
Mstep: Class 6 contains 33224 members 
Mstep: Class 8 contains 164522 members 
Mstep: Class 9 contains 81375 members 
Mstep: Class 10 contains 63315 members 
Mstep: Class 11 contains 20274 members 
Mstep: Class 12 contains 17997 members 
Mstep: Class 13 contains 67817 members 
Mstep: Class 14 contains 58591 members 
Mstep: Class 15 contains 5752 members 
Mstep: Class 16 contains 228065 members 
Mstep: Class 17 contains 4969 members 
Mstep: Class 18 contains 56828 members 
Mstep: Class 19 contains 816 members 
Mstep: Class 20 contains 27165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122157040.000000 Penalty: 61235.812500
Iteration 17Q: 19 clusters Score -1.22157e+08 nChanged 17242
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 74948 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 6 contains 33149 members 
Mstep: Class 8 contains 163864 members 
Mstep: Class 9 contains 79458 members 
Mstep: Class 10 contains 63155 members 
Mstep: Class 11 contains 20411 members 
Mstep: Class 12 contains 18248 members 
Mstep: Class 13 contains 69314 members 
Mstep: Class 14 contains 57664 members 
Mstep: Class 15 contains 6099 members 
Mstep: Class 16 contains 228088 members 
Mstep: Class 17 contains 4275 members 
Mstep: Class 18 contains 55955 members 
Mstep: Class 19 contains 816 members 
Mstep: Class 20 contains 27793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122161688.000000 Penalty: 61235.812500
Iteration 18Q: 19 clusters Score -1.221617e+08 nChanged 15833
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 77301 members 
Mstep: Class 3 contains 1517 members 
Mstep: Class 4 contains 1017 members 
Mstep: Class 6 contains 33102 members 
Mstep: Class 8 contains 162917 members 
Mstep: Class 9 contains 77577 members 
Mstep: Class 10 contains 63055 members 
Mstep: Class 11 contains 20591 members 
Mstep: Class 12 contains 18444 members 
Mstep: Class 13 contains 70431 members 
Mstep: Class 14 contains 57015 members 
Mstep: Class 15 contains 6490 members 
Mstep: Class 16 contains 228418 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 54944 members 
Mstep: Class 19 contains 816 members 
Mstep: Class 20 contains 28307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122165096.000000 Penalty: 61235.812500
Iteration 19Q: 19 clusters Score -1.221651e+08 nChanged 14858
Entering Unmasked Mstep 
Mstep: Class 0 contains 135 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 79650 members 
Mstep: Class 3 contains 1516 members 
Mstep: Class 4 contains 1028 members 
Mstep: Class 6 contains 33059 members 
Mstep: Class 8 contains 162037 members 
Mstep: Class 9 contains 75688 members 
Mstep: Class 10 contains 63004 members 
Mstep: Class 11 contains 20802 members 
Mstep: Class 12 contains 18600 members 
Mstep: Class 13 contains 71250 members 
Mstep: Class 14 contains 56523 members 
Mstep: Class 15 contains 6835 members 
Mstep: Class 16 contains 228725 members 
Mstep: Class 17 contains 3430 members 
Mstep: Class 18 contains 54080 members 
Mstep: Class 19 contains 816 members 
Mstep: Class 20 contains 28712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122171176.000000 Penalty: 61235.812500
Iteration 20F: 19 clusters Score -1.221712e+08 nChanged 14164
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 81807 members 
Mstep: Class 3 contains 1539 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 33238 members 
Mstep: Class 8 contains 161053 members 
Mstep: Class 9 contains 73843 members 
Mstep: Class 10 contains 63003 members 
Mstep: Class 11 contains 21035 members 
Mstep: Class 12 contains 18701 members 
Mstep: Class 13 contains 71850 members 
Mstep: Class 14 contains 56083 members 
Mstep: Class 15 contains 7074 members 
Mstep: Class 16 contains 229317 members 
Mstep: Class 17 contains 3164 members 
Mstep: Class 18 contains 53101 members 
Mstep: Class 19 contains 815 members 
Mstep: Class 20 contains 29077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122177240.000000 Penalty: 61235.812500
Iteration 21Q: 19 clusters Score -1.221772e+08 nChanged 13324
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 83899 members 
Mstep: Class 3 contains 1539 members 
Mstep: Class 4 contains 1192 members 
Mstep: Class 6 contains 33418 members 
Mstep: Class 8 contains 159924 members 
Mstep: Class 9 contains 72048 members 
Mstep: Class 10 contains 63256 members 
Mstep: Class 11 contains 21324 members 
Mstep: Class 12 contains 18778 members 
Mstep: Class 13 contains 72135 members 
Mstep: Class 14 contains 55705 members 
Mstep: Class 15 contains 7357 members 
Mstep: Class 16 contains 230025 members 
Mstep: Class 17 contains 3039 members 
Mstep: Class 18 contains 52024 members 
Mstep: Class 19 contains 814 members 
Mstep: Class 20 contains 29360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122180720.000000 Penalty: 61235.812500
Iteration 22Q: 19 clusters Score -1.221807e+08 nChanged 12353
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 85831 members 
Mstep: Class 3 contains 1540 members 
Mstep: Class 4 contains 1223 members 
Mstep: Class 6 contains 33470 members 
Mstep: Class 8 contains 158632 members 
Mstep: Class 9 contains 70316 members 
Mstep: Class 10 contains 63637 members 
Mstep: Class 11 contains 21709 members 
Mstep: Class 12 contains 18835 members 
Mstep: Class 13 contains 72147 members 
Mstep: Class 14 contains 55367 members 
Mstep: Class 15 contains 7666 members 
Mstep: Class 16 contains 230883 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 51179 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 29623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122183056.000000 Penalty: 61235.812500
Iteration 23Q: 19 clusters Score -1.221831e+08 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 87678 members 
Mstep: Class 3 contains 1540 members 
Mstep: Class 4 contains 1245 members 
Mstep: Class 6 contains 33508 members 
Mstep: Class 8 contains 157228 members 
Mstep: Class 9 contains 68705 members 
Mstep: Class 10 contains 64092 members 
Mstep: Class 11 contains 22122 members 
Mstep: Class 12 contains 18831 members 
Mstep: Class 13 contains 72018 members 
Mstep: Class 14 contains 54911 members 
Mstep: Class 15 contains 7913 members 
Mstep: Class 16 contains 231856 members 
Mstep: Class 17 contains 2976 members 
Mstep: Class 18 contains 50594 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 29820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122184984.000000 Penalty: 61235.812500
Iteration 24Q: 19 clusters Score -1.22185e+08 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 89477 members 
Mstep: Class 3 contains 1539 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 6 contains 33452 members 
Mstep: Class 8 contains 155869 members 
Mstep: Class 9 contains 67140 members 
Mstep: Class 10 contains 64600 members 
Mstep: Class 11 contains 22540 members 
Mstep: Class 12 contains 18787 members 
Mstep: Class 13 contains 71759 members 
Mstep: Class 14 contains 54508 members 
Mstep: Class 15 contains 8144 members 
Mstep: Class 16 contains 232826 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 50184 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 29970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122186760.000000 Penalty: 61235.812500
Iteration 25Q: 19 clusters Score -1.221868e+08 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 91196 members 
Mstep: Class 3 contains 1538 members 
Mstep: Class 4 contains 1228 members 
Mstep: Class 6 contains 33415 members 
Mstep: Class 8 contains 154557 members 
Mstep: Class 9 contains 65713 members 
Mstep: Class 10 contains 65222 members 
Mstep: Class 11 contains 22941 members 
Mstep: Class 12 contains 18694 members 
Mstep: Class 13 contains 71389 members 
Mstep: Class 14 contains 54108 members 
Mstep: Class 15 contains 8319 members 
Mstep: Class 16 contains 233743 members 
Mstep: Class 17 contains 3018 members 
Mstep: Class 18 contains 49855 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122188656.000000 Penalty: 61235.812500
Iteration 26Q: 19 clusters Score -1.221887e+08 nChanged 10007
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 92917 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1197 members 
Mstep: Class 6 contains 33430 members 
Mstep: Class 8 contains 153182 members 
Mstep: Class 9 contains 64242 members 
Mstep: Class 10 contains 65895 members 
Mstep: Class 11 contains 23367 members 
Mstep: Class 12 contains 18589 members 
Mstep: Class 13 contains 70838 members 
Mstep: Class 14 contains 53748 members 
Mstep: Class 15 contains 8498 members 
Mstep: Class 16 contains 234775 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 49599 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122190128.000000 Penalty: 61235.812500
Iteration 27Q: 19 clusters Score -1.221901e+08 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 94571 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1152 members 
Mstep: Class 6 contains 33421 members 
Mstep: Class 8 contains 151815 members 
Mstep: Class 9 contains 62924 members 
Mstep: Class 10 contains 66580 members 
Mstep: Class 11 contains 23807 members 
Mstep: Class 12 contains 18440 members 
Mstep: Class 13 contains 70130 members 
Mstep: Class 14 contains 53485 members 
Mstep: Class 15 contains 8652 members 
Mstep: Class 16 contains 235812 members 
Mstep: Class 17 contains 3047 members 
Mstep: Class 18 contains 49413 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122191768.000000 Penalty: 61235.812500
Iteration 28Q: 19 clusters Score -1.221918e+08 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 96133 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1139 members 
Mstep: Class 6 contains 33416 members 
Mstep: Class 8 contains 150388 members 
Mstep: Class 9 contains 61749 members 
Mstep: Class 10 contains 67273 members 
Mstep: Class 11 contains 24233 members 
Mstep: Class 12 contains 18235 members 
Mstep: Class 13 contains 69281 members 
Mstep: Class 14 contains 53300 members 
Mstep: Class 15 contains 8775 members 
Mstep: Class 16 contains 236901 members 
Mstep: Class 17 contains 3059 members 
Mstep: Class 18 contains 49284 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122192808.000000 Penalty: 61235.812500
Iteration 29Q: 19 clusters Score -1.221928e+08 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 97596 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 33411 members 
Mstep: Class 8 contains 149054 members 
Mstep: Class 9 contains 60603 members 
Mstep: Class 10 contains 68049 members 
Mstep: Class 11 contains 24652 members 
Mstep: Class 12 contains 18020 members 
Mstep: Class 13 contains 68407 members 
Mstep: Class 14 contains 53148 members 
Mstep: Class 15 contains 8884 members 
Mstep: Class 16 contains 237898 members 
Mstep: Class 17 contains 3066 members 
Mstep: Class 18 contains 49184 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122194448.000000 Penalty: 61235.812500
Iteration 30Q: 19 clusters Score -1.221944e+08 nChanged 9177
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 98941 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1104 members 
Mstep: Class 6 contains 33387 members 
Mstep: Class 8 contains 147755 members 
Mstep: Class 9 contains 59462 members 
Mstep: Class 10 contains 68716 members 
Mstep: Class 11 contains 25045 members 
Mstep: Class 12 contains 17781 members 
Mstep: Class 13 contains 67543 members 
Mstep: Class 14 contains 53059 members 
Mstep: Class 15 contains 8980 members 
Mstep: Class 16 contains 239071 members 
Mstep: Class 17 contains 3070 members 
Mstep: Class 18 contains 49117 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122196216.000000 Penalty: 61235.812500
Iteration 31Q: 19 clusters Score -1.221962e+08 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 100207 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 6 contains 33374 members 
Mstep: Class 8 contains 146581 members 
Mstep: Class 9 contains 58436 members 
Mstep: Class 10 contains 69358 members 
Mstep: Class 11 contains 25431 members 
Mstep: Class 12 contains 17517 members 
Mstep: Class 13 contains 66691 members 
Mstep: Class 14 contains 53009 members 
Mstep: Class 15 contains 9061 members 
Mstep: Class 16 contains 240110 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 49054 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122197488.000000 Penalty: 61235.812500
Iteration 32Q: 19 clusters Score -1.221975e+08 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 101341 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1096 members 
Mstep: Class 6 contains 33377 members 
Mstep: Class 8 contains 145555 members 
Mstep: Class 9 contains 57479 members 
Mstep: Class 10 contains 70017 members 
Mstep: Class 11 contains 25767 members 
Mstep: Class 12 contains 17227 members 
Mstep: Class 13 contains 65891 members 
Mstep: Class 14 contains 53000 members 
Mstep: Class 15 contains 9147 members 
Mstep: Class 16 contains 241006 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 48992 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122199248.000000 Penalty: 61235.812500
Iteration 33Q: 19 clusters Score -1.221992e+08 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 102491 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1098 members 
Mstep: Class 6 contains 33374 members 
Mstep: Class 8 contains 144564 members 
Mstep: Class 9 contains 56571 members 
Mstep: Class 10 contains 70745 members 
Mstep: Class 11 contains 26106 members 
Mstep: Class 12 contains 16940 members 
Mstep: Class 13 contains 65088 members 
Mstep: Class 14 contains 52968 members 
Mstep: Class 15 contains 9213 members 
Mstep: Class 16 contains 241772 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 48939 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122200256.000000 Penalty: 61235.812500
Iteration 34Q: 19 clusters Score -1.222003e+08 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 103580 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1103 members 
Mstep: Class 6 contains 33397 members 
Mstep: Class 8 contains 143494 members 
Mstep: Class 9 contains 55742 members 
Mstep: Class 10 contains 71545 members 
Mstep: Class 11 contains 26437 members 
Mstep: Class 12 contains 16669 members 
Mstep: Class 13 contains 64326 members 
Mstep: Class 14 contains 52869 members 
Mstep: Class 15 contains 9251 members 
Mstep: Class 16 contains 242519 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 48927 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122201280.000000 Penalty: 61235.812500
Iteration 35Q: 19 clusters Score -1.222013e+08 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 104629 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1110 members 
Mstep: Class 6 contains 33384 members 
Mstep: Class 8 contains 142527 members 
Mstep: Class 9 contains 54932 members 
Mstep: Class 10 contains 72334 members 
Mstep: Class 11 contains 26733 members 
Mstep: Class 12 contains 16402 members 
Mstep: Class 13 contains 63613 members 
Mstep: Class 14 contains 52799 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 243202 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 48921 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122202232.000000 Penalty: 61235.812500
Iteration 36Q: 19 clusters Score -1.222022e+08 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 105647 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 33353 members 
Mstep: Class 8 contains 141503 members 
Mstep: Class 9 contains 54181 members 
Mstep: Class 10 contains 73133 members 
Mstep: Class 11 contains 27060 members 
Mstep: Class 12 contains 16142 members 
Mstep: Class 13 contains 62966 members 
Mstep: Class 14 contains 52711 members 
Mstep: Class 15 contains 9262 members 
Mstep: Class 16 contains 243868 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 18 contains 48913 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122202664.000000 Penalty: 61235.812500
Iteration 37Q: 19 clusters Score -1.222027e+08 nChanged 6677
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 106516 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 6 contains 33333 members 
Mstep: Class 8 contains 140608 members 
Mstep: Class 9 contains 53440 members 
Mstep: Class 10 contains 73937 members 
Mstep: Class 11 contains 27392 members 
Mstep: Class 12 contains 15909 members 
Mstep: Class 13 contains 62327 members 
Mstep: Class 14 contains 52638 members 
Mstep: Class 15 contains 9248 members 
Mstep: Class 16 contains 244497 members 
Mstep: Class 17 contains 3092 members 
Mstep: Class 18 contains 48902 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122203944.000000 Penalty: 61235.812500
Iteration 38Q: 19 clusters Score -1.222039e+08 nChanged 6234
Entering ConstructFrom: 
Score: -122203944.000000 Penalty: 61235.812500
Entering ConstructFrom: 
Trying to split cluster 1 (855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Entering Unmasked Estep 
Score: -97183.890625 Penalty: 1674.273193
	Iteration 0F: 2 clusters Score -97183.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95692.445312 Penalty: 3348.546387
	Iteration 0F: 3 clusters Score -95692.45 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -96643.945312 Penalty: 3348.546387
	Iteration 1F: 3 clusters Score -96643.95 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -97524.617188 Penalty: 3348.546387
	Iteration 2F: 3 clusters Score -97524.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -97994.765625 Penalty: 3348.546387
	Iteration 3F: 3 clusters Score -97994.77 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -98341.718750 Penalty: 3348.546387
	Iteration 4F: 3 clusters Score -98341.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -98733.437500 Penalty: 3348.546387
	Iteration 5Q: 3 clusters Score -98733.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98920.203125 Penalty: 3348.546387
	Iteration 6Q: 3 clusters Score -98920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -98954.742188 Penalty: 3348.546387
	Iteration 7Q: 3 clusters Score -98954.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98997.343750 Penalty: 3348.546387
	Iteration 8Q: 3 clusters Score -98997.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -99032.984375 Penalty: 3348.546387
	Iteration 9Q: 3 clusters Score -99032.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -99052.382812 Penalty: 3348.546387
	Iteration 10Q: 3 clusters Score -99052.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -99062.460938 Penalty: 3348.546387
	Iteration 11Q: 3 clusters Score -99062.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -99083.695312 Penalty: 3348.546387
	Iteration 12Q: 3 clusters Score -99083.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99103.093750 Penalty: 3348.546387
	Iteration 13Q: 3 clusters Score -99103.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99118.687500 Penalty: 3348.546387
	Iteration 14Q: 3 clusters Score -99118.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -99157.109375 Penalty: 3348.546387
	Iteration 15Q: 3 clusters Score -99157.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99189.070312 Penalty: 3348.546387
	Iteration 16Q: 3 clusters Score -99189.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -99214.085938 Penalty: 3348.546387
	Iteration 17Q: 3 clusters Score -99214.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -99231.335938 Penalty: 3348.546387
	Iteration 18Q: 3 clusters Score -99231.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -99260.304688 Penalty: 3348.546387
	Iteration 19F: 3 clusters Score -99260.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -99475.984375 Penalty: 3348.546387
	Iteration 20F: 3 clusters Score -99475.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -99844.617188 Penalty: 3348.546387
	Iteration 21Q: 3 clusters Score -99844.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -99845.828125 Penalty: 3348.546387
	Iteration 22Q: 3 clusters Score -99845.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -99845.828125 Penalty: 3348.546387
	Iteration 23F: 3 clusters Score -99845.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107380 members 
Mstep: Class 3 contains 1537 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 33332 members 
Mstep: Class 8 contains 139721 members 
Mstep: Class 9 contains 52840 members 
Mstep: Class 10 contains 74678 members 
Mstep: Class 11 contains 27721 members 
Mstep: Class 12 contains 15662 members 
Mstep: Class 13 contains 61738 members 
Mstep: Class 14 contains 52585 members 
Mstep: Class 15 contains 9212 members 
Mstep: Class 16 contains 244983 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 48899 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30546 members 
Entering Unmasked Estep 
Score: -122205272.000000 Penalty: 64637.800781
Splitting cluster 1 changes total score from -122203944.000000 to -122205272.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (107380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107380 members 
Entering Unmasked Estep 
Score: -14308910.000000 Penalty: 2872.864014
	Iteration 0F: 2 clusters Score -1.430891e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -14237017.000000 Penalty: 5745.728027
	Iteration 0F: 3 clusters Score -1.423702e+07 nChanged 50914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -14266699.000000 Penalty: 5745.728027
	Iteration 1F: 3 clusters Score -1.42667e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 54922 members 
Entering Unmasked Estep 
Score: -14268055.000000 Penalty: 5745.728027
	Iteration 2Q: 3 clusters Score -1.426806e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52065 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -14269514.000000 Penalty: 5745.728027
	Iteration 3Q: 3 clusters Score -1.426951e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -14271662.000000 Penalty: 5745.728027
	Iteration 4Q: 3 clusters Score -1.427166e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -14274537.000000 Penalty: 5745.728027
	Iteration 5F: 3 clusters Score -1.427454e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -14278228.000000 Penalty: 5745.728027
	Iteration 6F: 3 clusters Score -1.427823e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 58812 members 
Entering Unmasked Estep 
Score: -14282228.000000 Penalty: 5745.728027
	Iteration 7F: 3 clusters Score -1.428223e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 60232 members 
Entering Unmasked Estep 
Score: -14285549.000000 Penalty: 5745.728027
	Iteration 8F: 3 clusters Score -1.428555e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 61770 members 
Entering Unmasked Estep 
Score: -14287997.000000 Penalty: 5745.728027
	Iteration 9Q: 3 clusters Score -1.4288e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 63511 members 
Entering Unmasked Estep 
Score: -14289583.000000 Penalty: 5745.728027
	Iteration 10Q: 3 clusters Score -1.428958e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -14290815.000000 Penalty: 5745.728027
	Iteration 11Q: 3 clusters Score -1.429082e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -14291620.000000 Penalty: 5745.728027
	Iteration 12Q: 3 clusters Score -1.429162e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 69270 members 
Entering Unmasked Estep 
Score: -14292460.000000 Penalty: 5745.728027
	Iteration 13Q: 3 clusters Score -1.429246e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 71394 members 
Entering Unmasked Estep 
Score: -14293172.000000 Penalty: 5745.728027
	Iteration 14Q: 3 clusters Score -1.429317e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -14293908.000000 Penalty: 5745.728027
	Iteration 15Q: 3 clusters Score -1.429391e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -14294620.000000 Penalty: 5745.728027
	Iteration 16Q: 3 clusters Score -1.429462e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 78191 members 
Entering Unmasked Estep 
Score: -14295402.000000 Penalty: 5745.728027
	Iteration 17Q: 3 clusters Score -1.42954e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 80727 members 
Entering Unmasked Estep 
Score: -14296437.000000 Penalty: 5745.728027
	Iteration 18Q: 3 clusters Score -1.429644e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -14297525.000000 Penalty: 5745.728027
	Iteration 19Q: 3 clusters Score -1.429752e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 86040 members 
Entering Unmasked Estep 
Score: -14298792.000000 Penalty: 5745.728027
	Iteration 20F: 3 clusters Score -1.429879e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 88684 members 
Entering Unmasked Estep 
Score: -14299955.000000 Penalty: 5745.728027
	Iteration 21Q: 3 clusters Score -1.429996e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 91226 members 
Entering Unmasked Estep 
Score: -14301118.000000 Penalty: 5745.728027
	Iteration 22Q: 3 clusters Score -1.430112e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 93629 members 
Entering Unmasked Estep 
Score: -14302252.000000 Penalty: 5745.728027
	Iteration 23Q: 3 clusters Score -1.430225e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 95803 members 
Entering Unmasked Estep 
Score: -14303175.000000 Penalty: 5745.728027
	Iteration 24Q: 3 clusters Score -1.430318e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -14304079.000000 Penalty: 5745.728027
	Iteration 25Q: 3 clusters Score -1.430408e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 99346 members 
Entering Unmasked Estep 
Score: -14304726.000000 Penalty: 5745.728027
	Iteration 26Q: 3 clusters Score -1.430473e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 100660 members 
Entering Unmasked Estep 
Score: -14305243.000000 Penalty: 5745.728027
	Iteration 27Q: 3 clusters Score -1.430524e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 101681 members 
Entering Unmasked Estep 
Score: -14305623.000000 Penalty: 5745.728027
	Iteration 28Q: 3 clusters Score -1.430562e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 102477 members 
Entering Unmasked Estep 
Score: -14305903.000000 Penalty: 5745.728027
	Iteration 29Q: 3 clusters Score -1.43059e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 103114 members 
Entering Unmasked Estep 
Score: -14306115.000000 Penalty: 5745.728027
	Iteration 30Q: 3 clusters Score -1.430612e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 103605 members 
Entering Unmasked Estep 
Score: -14306270.000000 Penalty: 5745.728027
	Iteration 31Q: 3 clusters Score -1.430627e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 103964 members 
Entering Unmasked Estep 
Score: -14306435.000000 Penalty: 5745.728027
	Iteration 32Q: 3 clusters Score -1.430644e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 104262 members 
Entering Unmasked Estep 
Score: -14306541.000000 Penalty: 5745.728027
	Iteration 33Q: 3 clusters Score -1.430654e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 104487 members 
Entering Unmasked Estep 
Score: -14306607.000000 Penalty: 5745.728027
	Iteration 34Q: 3 clusters Score -1.430661e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 104674 members 
Entering Unmasked Estep 
Score: -14306691.000000 Penalty: 5745.728027
	Iteration 35Q: 3 clusters Score -1.430669e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -14306736.000000 Penalty: 5745.728027
	Iteration 36Q: 3 clusters Score -1.430674e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 104919 members 
Entering Unmasked Estep 
Score: -14306781.000000 Penalty: 5745.728027
	Iteration 37Q: 3 clusters Score -1.430678e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 105028 members 
Entering Unmasked Estep 
Score: -14306777.000000 Penalty: 5745.728027
	Iteration 38Q: 3 clusters Score -1.430678e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 105104 members 
Entering Unmasked Estep 
Score: -14306811.000000 Penalty: 5745.728027
	Iteration 39Q: 3 clusters Score -1.430681e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 105177 members 
Entering Unmasked Estep 
Score: -14306840.000000 Penalty: 5745.728027
	Iteration 40F: 3 clusters Score -1.430684e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 105233 members 
Entering Unmasked Estep 
Score: -14306865.000000 Penalty: 5745.728027
	Iteration 41Q: 3 clusters Score -1.430686e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 105289 members 
Entering Unmasked Estep 
Score: -14306864.000000 Penalty: 5745.728027
	Iteration 42Q: 3 clusters Score -1.430686e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 105345 members 
Entering Unmasked Estep 
Score: -14306876.000000 Penalty: 5745.728027
	Iteration 43Q: 3 clusters Score -1.430688e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 105382 members 
Entering Unmasked Estep 
Score: -14306897.000000 Penalty: 5745.728027
	Iteration 44Q: 3 clusters Score -1.43069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 105406 members 
Entering Unmasked Estep 
Score: -14306902.000000 Penalty: 5745.728027
	Iteration 45Q: 3 clusters Score -1.43069e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 105425 members 
Entering Unmasked Estep 
Score: -14306921.000000 Penalty: 5745.728027
	Iteration 46Q: 3 clusters Score -1.430692e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -14306911.000000 Penalty: 5745.728027
	Iteration 47Q: 3 clusters Score -1.430691e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 105460 members 
Entering Unmasked Estep 
Score: -14306925.000000 Penalty: 5745.728027
	Iteration 48Q: 3 clusters Score -1.430692e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 105481 members 
Entering Unmasked Estep 
Score: -14306924.000000 Penalty: 5745.728027
	Iteration 49Q: 3 clusters Score -1.430692e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 105498 members 
Entering Unmasked Estep 
Score: -14306938.000000 Penalty: 5745.728027
	Iteration 50Q: 3 clusters Score -1.430694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 105507 members 
Entering Unmasked Estep 
Score: -14306954.000000 Penalty: 5745.728027
	Iteration 51Q: 3 clusters Score -1.430695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 105515 members 
Entering Unmasked Estep 
Score: -14306953.000000 Penalty: 5745.728027
	Iteration 52Q: 3 clusters Score -1.430695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 105518 members 
Entering Unmasked Estep 
Score: -14306951.000000 Penalty: 5745.728027
	Iteration 53Q: 3 clusters Score -1.430695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 105527 members 
Entering Unmasked Estep 
Score: -14306945.000000 Penalty: 5745.728027
	Iteration 54Q: 3 clusters Score -1.430694e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 105542 members 
Entering Unmasked Estep 
Score: -14306945.000000 Penalty: 5745.728027
	Iteration 55Q: 3 clusters Score -1.430694e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 105550 members 
Entering Unmasked Estep 
Score: -14306956.000000 Penalty: 5745.728027
	Iteration 56Q: 3 clusters Score -1.430696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 105560 members 
Entering Unmasked Estep 
Score: -14306955.000000 Penalty: 5745.728027
	Iteration 57Q: 3 clusters Score -1.430696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 105567 members 
Entering Unmasked Estep 
Score: -14306960.000000 Penalty: 5745.728027
	Iteration 58Q: 3 clusters Score -1.430696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 105573 members 
Entering Unmasked Estep 
Score: -14306959.000000 Penalty: 5745.728027
	Iteration 59Q: 3 clusters Score -1.430696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 105579 members 
Entering Unmasked Estep 
Score: -14306956.000000 Penalty: 5745.728027
	Iteration 60F: 3 clusters Score -1.430696e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 105585 members 
Entering Unmasked Estep 
Score: -14306963.000000 Penalty: 5745.728027
	Iteration 61Q: 3 clusters Score -1.430696e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
Score: -14306962.000000 Penalty: 5745.728027
	Iteration 62Q: 3 clusters Score -1.430696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 105600 members 
Entering Unmasked Estep 
Score: -14306957.000000 Penalty: 5745.728027
	Iteration 63Q: 3 clusters Score -1.430696e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 105603 members 
Entering Unmasked Estep 
Score: -14306952.000000 Penalty: 5745.728027
	Iteration 64Q: 3 clusters Score -1.430695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 105615 members 
Entering Unmasked Estep 
Score: -14306962.000000 Penalty: 5745.728027
	Iteration 65Q: 3 clusters Score -1.430696e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 105618 members 
Entering Unmasked Estep 
Score: -14306968.000000 Penalty: 5745.728027
	Iteration 66Q: 3 clusters Score -1.430697e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 105626 members 
Entering Unmasked Estep 
Score: -14306973.000000 Penalty: 5745.728027
	Iteration 67Q: 3 clusters Score -1.430697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 105633 members 
Entering Unmasked Estep 
Score: -14306972.000000 Penalty: 5745.728027
	Iteration 68Q: 3 clusters Score -1.430697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 105642 members 
Entering Unmasked Estep 
Score: -14306980.000000 Penalty: 5745.728027
	Iteration 69Q: 3 clusters Score -1.430698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 105643 members 
Entering Unmasked Estep 
Score: -14306977.000000 Penalty: 5745.728027
	Iteration 70Q: 3 clusters Score -1.430698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 105644 members 
Entering Unmasked Estep 
Score: -14306979.000000 Penalty: 5745.728027
	Iteration 71Q: 3 clusters Score -1.430698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 105645 members 
Entering Unmasked Estep 
Score: -14306973.000000 Penalty: 5745.728027
	Iteration 72Q: 3 clusters Score -1.430697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 105645 members 
Entering Unmasked Estep 
Score: -14306977.000000 Penalty: 5745.728027
	Iteration 73Q: 3 clusters Score -1.430698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 105646 members 
Entering Unmasked Estep 
Score: -14306996.000000 Penalty: 5745.728027
	Iteration 74Q: 3 clusters Score -1.4307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 105647 members 
Entering Unmasked Estep 
Score: -14306992.000000 Penalty: 5745.728027
	Iteration 75Q: 3 clusters Score -1.430699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 105648 members 
Entering Unmasked Estep 
Score: -14306989.000000 Penalty: 5745.728027
	Iteration 76Q: 3 clusters Score -1.430699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 105648 members 
Entering Unmasked Estep 
Score: -14306989.000000 Penalty: 5745.728027
	Iteration 77F: 3 clusters Score -1.430699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Entering Unmasked Estep 
Score: -194461.703125 Penalty: 1819.721802
	Iteration 0F: 2 clusters Score -194461.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -192302.468750 Penalty: 3639.443604
	Iteration 0F: 3 clusters Score -192302.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -193332.671875 Penalty: 3639.443604
	Iteration 1F: 3 clusters Score -193332.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -194192.640625 Penalty: 3639.443604
	Iteration 2F: 3 clusters Score -194192.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -194891.546875 Penalty: 3639.443604
	Iteration 3F: 3 clusters Score -194891.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -195187.968750 Penalty: 3639.443604
	Iteration 4F: 3 clusters Score -195188 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -195593.125000 Penalty: 3639.443604
	Iteration 5F: 3 clusters Score -195593.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -195860.515625 Penalty: 3639.443604
	Iteration 6Q: 3 clusters Score -195860.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -195950.875000 Penalty: 3639.443604
	Iteration 7Q: 3 clusters Score -195950.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -196055.671875 Penalty: 3639.443604
	Iteration 8Q: 3 clusters Score -196055.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -196147.859375 Penalty: 3639.443604
	Iteration 9Q: 3 clusters Score -196147.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -196179.000000 Penalty: 3639.443604
	Iteration 10Q: 3 clusters Score -196179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -196190.062500 Penalty: 3639.443604
	Iteration 11Q: 3 clusters Score -196190.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -196194.890625 Penalty: 3639.443604
	Iteration 12Q: 3 clusters Score -196194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -196198.609375 Penalty: 3639.443604
	Iteration 13Q: 3 clusters Score -196198.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -196215.328125 Penalty: 3639.443604
	Iteration 14F: 3 clusters Score -196215.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -196252.093750 Penalty: 3639.443604
	Iteration 15Q: 3 clusters Score -196252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -196280.281250 Penalty: 3639.443604
	Iteration 16Q: 3 clusters Score -196280.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -196283.828125 Penalty: 3639.443604
	Iteration 17Q: 3 clusters Score -196283.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -196283.828125 Penalty: 3639.443604
	Iteration 18F: 3 clusters Score -196283.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107380 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 1111 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 33332 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 139721 members 
Mstep: Class 9 contains 52840 members 
Mstep: Class 10 contains 74678 members 
Mstep: Class 11 contains 27721 members 
Mstep: Class 12 contains 15662 members 
Mstep: Class 13 contains 61738 members 
Mstep: Class 14 contains 52585 members 
Mstep: Class 15 contains 9212 members 
Mstep: Class 16 contains 244983 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 48899 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30546 members 
Entering Unmasked Estep 
Score: -122205176.000000 Penalty: 68039.789062
Splitting cluster 3 changes total score from -122203944.000000 to -122205176.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 4 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -143583.609375 Penalty: 1739.227905
	Iteration 0F: 2 clusters Score -143583.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -141726.375000 Penalty: 3478.455811
	Iteration 0F: 3 clusters Score -141726.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -142414.343750 Penalty: 3478.455811
	Iteration 1F: 3 clusters Score -142414.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -143176.171875 Penalty: 3478.455811
	Iteration 2F: 3 clusters Score -143176.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -143686.687500 Penalty: 3478.455811
	Iteration 3F: 3 clusters Score -143686.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -143920.718750 Penalty: 3478.455811
	Iteration 4F: 3 clusters Score -143920.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -144107.609375 Penalty: 3478.455811
	Iteration 5Q: 3 clusters Score -144107.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -144220.859375 Penalty: 3478.455811
	Iteration 6Q: 3 clusters Score -144220.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -144283.921875 Penalty: 3478.455811
	Iteration 7Q: 3 clusters Score -144283.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -144348.562500 Penalty: 3478.455811
	Iteration 8Q: 3 clusters Score -144348.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -144432.828125 Penalty: 3478.455811
	Iteration 9Q: 3 clusters Score -144432.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -144471.312500 Penalty: 3478.455811
	Iteration 10Q: 3 clusters Score -144471.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -144499.734375 Penalty: 3478.455811
	Iteration 11Q: 3 clusters Score -144499.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -144536.921875 Penalty: 3478.455811
	Iteration 12Q: 3 clusters Score -144536.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -144591.000000 Penalty: 3478.455811
	Iteration 13Q: 3 clusters Score -144591 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -144643.828125 Penalty: 3478.455811
	Iteration 14Q: 3 clusters Score -144643.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -144675.734375 Penalty: 3478.455811
	Iteration 15Q: 3 clusters Score -144675.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -144699.281250 Penalty: 3478.455811
	Iteration 16Q: 3 clusters Score -144699.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -144712.062500 Penalty: 3478.455811
	Iteration 17Q: 3 clusters Score -144712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -144714.109375 Penalty: 3478.455811
	Iteration 18Q: 3 clusters Score -144714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -144716.250000 Penalty: 3478.455811
	Iteration 19Q: 3 clusters Score -144716.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -144725.796875 Penalty: 3478.455811
	Iteration 20F: 3 clusters Score -144725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -144735.500000 Penalty: 3478.455811
	Iteration 21Q: 3 clusters Score -144735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -144750.046875 Penalty: 3478.455811
	Iteration 22Q: 3 clusters Score -144750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -144759.046875 Penalty: 3478.455811
	Iteration 23Q: 3 clusters Score -144759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -144764.921875 Penalty: 3478.455811
	Iteration 24Q: 3 clusters Score -144764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -144764.921875 Penalty: 3478.455811
	Iteration 25F: 3 clusters Score -144764.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107380 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 459 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 33332 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 139721 members 
Mstep: Class 9 contains 52840 members 
Mstep: Class 10 contains 74678 members 
Mstep: Class 11 contains 27721 members 
Mstep: Class 12 contains 15662 members 
Mstep: Class 13 contains 61738 members 
Mstep: Class 14 contains 52585 members 
Mstep: Class 15 contains 9212 members 
Mstep: Class 16 contains 244983 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 48899 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30546 members 
Mstep: Class 21 contains 652 members 
Entering Unmasked Estep 
Score: -122204728.000000 Penalty: 71441.781250
Splitting cluster 4 changes total score from -122203944.000000 to -122204728.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 6 (33332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Entering Unmasked Estep 
Score: -4174971.750000 Penalty: 2582.739746
	Iteration 0F: 2 clusters Score -4174972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -4152294.250000 Penalty: 5165.479492
	Iteration 0F: 3 clusters Score -4152294 nChanged 15161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4161756.250000 Penalty: 5165.479492
	Iteration 1F: 3 clusters Score -4161756 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -4163915.750000 Penalty: 5165.479492
	Iteration 2F: 3 clusters Score -4163916 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -4166360.750000 Penalty: 5165.479492
	Iteration 3F: 3 clusters Score -4166361 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 17444 members 
Entering Unmasked Estep 
Score: -4168656.500000 Penalty: 5165.479492
	Iteration 4F: 3 clusters Score -4168656 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -4170537.750000 Penalty: 5165.479492
	Iteration 5F: 3 clusters Score -4170538 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -4171775.250000 Penalty: 5165.479492
	Iteration 6F: 3 clusters Score -4171775 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -4172449.250000 Penalty: 5165.479492
	Iteration 7Q: 3 clusters Score -4172449 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -4172842.250000 Penalty: 5165.479492
	Iteration 8Q: 3 clusters Score -4172842 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -4173106.250000 Penalty: 5165.479492
	Iteration 9Q: 3 clusters Score -4173106 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -4173312.500000 Penalty: 5165.479492
	Iteration 10Q: 3 clusters Score -4173312 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -4173479.250000 Penalty: 5165.479492
	Iteration 11Q: 3 clusters Score -4173479 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -4173670.750000 Penalty: 5165.479492
	Iteration 12Q: 3 clusters Score -4173671 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -4173845.500000 Penalty: 5165.479492
	Iteration 13Q: 3 clusters Score -4173846 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -4174043.000000 Penalty: 5165.479492
	Iteration 14Q: 3 clusters Score -4174043 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -4174207.000000 Penalty: 5165.479492
	Iteration 15Q: 3 clusters Score -4174207 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4174393.000000 Penalty: 5165.479492
	Iteration 16Q: 3 clusters Score -4174393 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -4174553.250000 Penalty: 5165.479492
	Iteration 17Q: 3 clusters Score -4174553 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4174690.500000 Penalty: 5165.479492
	Iteration 18Q: 3 clusters Score -4174690 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -4174893.250000 Penalty: 5165.479492
	Iteration 19Q: 3 clusters Score -4174893 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -4175061.750000 Penalty: 5165.479492
	Iteration 20F: 3 clusters Score -4175062 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -4175223.000000 Penalty: 5165.479492
	Iteration 21Q: 3 clusters Score -4175223 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -4175385.250000 Penalty: 5165.479492
	Iteration 22Q: 3 clusters Score -4175385 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -4175553.500000 Penalty: 5165.479492
	Iteration 23Q: 3 clusters Score -4175554 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -4175692.250000 Penalty: 5165.479492
	Iteration 24Q: 3 clusters Score -4175692 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -4175826.750000 Penalty: 5165.479492
	Iteration 25Q: 3 clusters Score -4175827 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -4175928.250000 Penalty: 5165.479492
	Iteration 26Q: 3 clusters Score -4175928 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -4176003.750000 Penalty: 5165.479492
	Iteration 27Q: 3 clusters Score -4176004 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -4176095.750000 Penalty: 5165.479492
	Iteration 28Q: 3 clusters Score -4176096 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -4176172.750000 Penalty: 5165.479492
	Iteration 29Q: 3 clusters Score -4176173 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -4176232.500000 Penalty: 5165.479492
	Iteration 30Q: 3 clusters Score -4176232 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -4176293.000000 Penalty: 5165.479492
	Iteration 31Q: 3 clusters Score -4176293 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -4176336.000000 Penalty: 5165.479492
	Iteration 32Q: 3 clusters Score -4176336 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -4176361.500000 Penalty: 5165.479492
	Iteration 33Q: 3 clusters Score -4176362 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -4176416.750000 Penalty: 5165.479492
	Iteration 34Q: 3 clusters Score -4176417 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -4176419.500000 Penalty: 5165.479492
	Iteration 35Q: 3 clusters Score -4176420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -4176435.000000 Penalty: 5165.479492
	Iteration 36Q: 3 clusters Score -4176435 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -4176445.500000 Penalty: 5165.479492
	Iteration 37Q: 3 clusters Score -4176446 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -4176471.000000 Penalty: 5165.479492
	Iteration 38Q: 3 clusters Score -4176471 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -4176486.500000 Penalty: 5165.479492
	Iteration 39Q: 3 clusters Score -4176486 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -4176502.500000 Penalty: 5165.479492
	Iteration 40F: 3 clusters Score -4176502 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -4176521.000000 Penalty: 5165.479492
	Iteration 41Q: 3 clusters Score -4176521 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -4176529.250000 Penalty: 5165.479492
	Iteration 42Q: 3 clusters Score -4176529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -4176537.250000 Penalty: 5165.479492
	Iteration 43Q: 3 clusters Score -4176537 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -4176561.500000 Penalty: 5165.479492
	Iteration 44Q: 3 clusters Score -4176562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 29831 members 
Entering Unmasked Estep 
Score: -4176567.250000 Penalty: 5165.479492
	Iteration 45Q: 3 clusters Score -4176567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -4176572.250000 Penalty: 5165.479492
	Iteration 46Q: 3 clusters Score -4176572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -4176587.750000 Penalty: 5165.479492
	Iteration 47Q: 3 clusters Score -4176588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -4176598.500000 Penalty: 5165.479492
	Iteration 48Q: 3 clusters Score -4176598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -4176626.250000 Penalty: 5165.479492
	Iteration 49Q: 3 clusters Score -4176626 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -4176630.250000 Penalty: 5165.479492
	Iteration 50Q: 3 clusters Score -4176630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -4176652.500000 Penalty: 5165.479492
	Iteration 51Q: 3 clusters Score -4176652 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -4176661.000000 Penalty: 5165.479492
	Iteration 52Q: 3 clusters Score -4176661 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -4176662.000000 Penalty: 5165.479492
	Iteration 53Q: 3 clusters Score -4176662 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
Score: -4176668.500000 Penalty: 5165.479492
	Iteration 54Q: 3 clusters Score -4176668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -4176668.500000 Penalty: 5165.479492
	Iteration 55Q: 3 clusters Score -4176668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -4176683.250000 Penalty: 5165.479492
	Iteration 56Q: 3 clusters Score -4176683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -4176675.250000 Penalty: 5165.479492
	Iteration 57Q: 3 clusters Score -4176675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4176692.250000 Penalty: 5165.479492
	Iteration 58Q: 3 clusters Score -4176692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4176693.500000 Penalty: 5165.479492
	Iteration 59Q: 3 clusters Score -4176694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -4176705.750000 Penalty: 5165.479492
	Iteration 60F: 3 clusters Score -4176706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -4176710.500000 Penalty: 5165.479492
	Iteration 61Q: 3 clusters Score -4176710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -4176703.000000 Penalty: 5165.479492
	Iteration 62Q: 3 clusters Score -4176703 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -4176705.250000 Penalty: 5165.479492
	Iteration 63Q: 3 clusters Score -4176705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -4176706.750000 Penalty: 5165.479492
	Iteration 64Q: 3 clusters Score -4176707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -4176707.750000 Penalty: 5165.479492
	Iteration 65Q: 3 clusters Score -4176708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -4176704.250000 Penalty: 5165.479492
	Iteration 66Q: 3 clusters Score -4176704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -4176701.500000 Penalty: 5165.479492
	Iteration 67Q: 3 clusters Score -4176702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4176699.500000 Penalty: 5165.479492
	Iteration 68Q: 3 clusters Score -4176700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -4176699.500000 Penalty: 5165.479492
	Iteration 69F: 3 clusters Score -4176700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107380 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 459 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 139721 members 
Mstep: Class 9 contains 52840 members 
Mstep: Class 10 contains 74678 members 
Mstep: Class 11 contains 27721 members 
Mstep: Class 12 contains 15662 members 
Mstep: Class 13 contains 61738 members 
Mstep: Class 14 contains 52585 members 
Mstep: Class 15 contains 9212 members 
Mstep: Class 16 contains 244983 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 48899 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30546 members 
Mstep: Class 21 contains 652 members 
Mstep: Class 22 contains 30260 members 
Entering Unmasked Estep 
Score: -122205336.000000 Penalty: 74843.773438
Splitting cluster 6 changes total score from -122203944.000000 to -122205336.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (139721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139721 members 
Entering Unmasked Estep 
Score: -19471136.000000 Penalty: 2938.155762
	Iteration 0F: 2 clusters Score -1.947114e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69849 members 
Mstep: Class 2 contains 69872 members 
Entering Unmasked Estep 
Score: -19378394.000000 Penalty: 5876.311523
	Iteration 0F: 3 clusters Score -1.937839e+07 nChanged 66638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68465 members 
Mstep: Class 2 contains 71256 members 
Entering Unmasked Estep 
Score: -19416598.000000 Penalty: 5876.311523
	Iteration 1F: 3 clusters Score -1.94166e+07 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 72224 members 
Entering Unmasked Estep 
Score: -19417742.000000 Penalty: 5876.311523
	Iteration 2Q: 3 clusters Score -1.941774e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66027 members 
Mstep: Class 2 contains 73694 members 
Entering Unmasked Estep 
Score: -19418966.000000 Penalty: 5876.311523
	Iteration 3Q: 3 clusters Score -1.941897e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63890 members 
Mstep: Class 2 contains 75831 members 
Entering Unmasked Estep 
Score: -19420800.000000 Penalty: 5876.311523
	Iteration 4Q: 3 clusters Score -1.94208e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 78952 members 
Entering Unmasked Estep 
Score: -19423426.000000 Penalty: 5876.311523
	Iteration 5Q: 3 clusters Score -1.942343e+07 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56472 members 
Mstep: Class 2 contains 83249 members 
Entering Unmasked Estep 
Score: -19426940.000000 Penalty: 5876.311523
	Iteration 6F: 3 clusters Score -1.942694e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 88718 members 
Entering Unmasked Estep 
Score: -19431494.000000 Penalty: 5876.311523
	Iteration 7F: 3 clusters Score -1.943149e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 95271 members 
Entering Unmasked Estep 
Score: -19437284.000000 Penalty: 5876.311523
	Iteration 8F: 3 clusters Score -1.943728e+07 nChanged 8988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 102511 members 
Entering Unmasked Estep 
Score: -19444052.000000 Penalty: 5876.311523
	Iteration 9F: 3 clusters Score -1.944405e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30385 members 
Mstep: Class 2 contains 109336 members 
Entering Unmasked Estep 
Score: -19450548.000000 Penalty: 5876.311523
	Iteration 10F: 3 clusters Score -1.945055e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 115256 members 
Entering Unmasked Estep 
Score: -19456526.000000 Penalty: 5876.311523
	Iteration 11Q: 3 clusters Score -1.945653e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 119467 members 
Entering Unmasked Estep 
Score: -19461004.000000 Penalty: 5876.311523
	Iteration 12Q: 3 clusters Score -1.9461e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 122358 members 
Entering Unmasked Estep 
Score: -19463594.000000 Penalty: 5876.311523
	Iteration 13Q: 3 clusters Score -1.946359e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 124590 members 
Entering Unmasked Estep 
Score: -19465398.000000 Penalty: 5876.311523
	Iteration 14Q: 3 clusters Score -1.94654e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 126355 members 
Entering Unmasked Estep 
Score: -19466698.000000 Penalty: 5876.311523
	Iteration 15Q: 3 clusters Score -1.94667e+07 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 127808 members 
Entering Unmasked Estep 
Score: -19467634.000000 Penalty: 5876.311523
	Iteration 16Q: 3 clusters Score -1.946763e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 128959 members 
Entering Unmasked Estep 
Score: -19468216.000000 Penalty: 5876.311523
	Iteration 17Q: 3 clusters Score -1.946822e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 129866 members 
Entering Unmasked Estep 
Score: -19468626.000000 Penalty: 5876.311523
	Iteration 18Q: 3 clusters Score -1.946863e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 130653 members 
Entering Unmasked Estep 
Score: -19468872.000000 Penalty: 5876.311523
	Iteration 19Q: 3 clusters Score -1.946887e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 131320 members 
Entering Unmasked Estep 
Score: -19469082.000000 Penalty: 5876.311523
	Iteration 20F: 3 clusters Score -1.946908e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 131903 members 
Entering Unmasked Estep 
Score: -19469268.000000 Penalty: 5876.311523
	Iteration 21Q: 3 clusters Score -1.946927e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 132375 members 
Entering Unmasked Estep 
Score: -19469344.000000 Penalty: 5876.311523
	Iteration 22Q: 3 clusters Score -1.946934e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 132807 members 
Entering Unmasked Estep 
Score: -19469460.000000 Penalty: 5876.311523
	Iteration 23Q: 3 clusters Score -1.946946e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 133192 members 
Entering Unmasked Estep 
Score: -19469594.000000 Penalty: 5876.311523
	Iteration 24Q: 3 clusters Score -1.946959e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 133514 members 
Entering Unmasked Estep 
Score: -19469634.000000 Penalty: 5876.311523
	Iteration 25Q: 3 clusters Score -1.946963e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 133803 members 
Entering Unmasked Estep 
Score: -19469706.000000 Penalty: 5876.311523
	Iteration 26Q: 3 clusters Score -1.946971e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 134043 members 
Entering Unmasked Estep 
Score: -19469772.000000 Penalty: 5876.311523
	Iteration 27Q: 3 clusters Score -1.946977e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 134263 members 
Entering Unmasked Estep 
Score: -19469782.000000 Penalty: 5876.311523
	Iteration 28Q: 3 clusters Score -1.946978e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 134470 members 
Entering Unmasked Estep 
Score: -19469826.000000 Penalty: 5876.311523
	Iteration 29Q: 3 clusters Score -1.946983e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 134645 members 
Entering Unmasked Estep 
Score: -19469848.000000 Penalty: 5876.311523
	Iteration 30Q: 3 clusters Score -1.946985e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 134794 members 
Entering Unmasked Estep 
Score: -19469904.000000 Penalty: 5876.311523
	Iteration 31Q: 3 clusters Score -1.94699e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 134930 members 
Entering Unmasked Estep 
Score: -19469934.000000 Penalty: 5876.311523
	Iteration 32Q: 3 clusters Score -1.946993e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 135044 members 
Entering Unmasked Estep 
Score: -19469952.000000 Penalty: 5876.311523
	Iteration 33Q: 3 clusters Score -1.946995e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 135141 members 
Entering Unmasked Estep 
Score: -19469970.000000 Penalty: 5876.311523
	Iteration 34Q: 3 clusters Score -1.946997e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 135227 members 
Entering Unmasked Estep 
Score: -19469982.000000 Penalty: 5876.311523
	Iteration 35Q: 3 clusters Score -1.946998e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 135298 members 
Entering Unmasked Estep 
Score: -19470022.000000 Penalty: 5876.311523
	Iteration 36Q: 3 clusters Score -1.947002e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 135363 members 
Entering Unmasked Estep 
Score: -19470004.000000 Penalty: 5876.311523
	Iteration 37Q: 3 clusters Score -1.947e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 135410 members 
Entering Unmasked Estep 
Score: -19470006.000000 Penalty: 5876.311523
	Iteration 38Q: 3 clusters Score -1.947001e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 135455 members 
Entering Unmasked Estep 
Score: -19470020.000000 Penalty: 5876.311523
	Iteration 39Q: 3 clusters Score -1.947002e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 135483 members 
Entering Unmasked Estep 
Score: -19470000.000000 Penalty: 5876.311523
	Iteration 40F: 3 clusters Score -1.947e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 135509 members 
Entering Unmasked Estep 
Score: -19469980.000000 Penalty: 5876.311523
	Iteration 41Q: 3 clusters Score -1.946998e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 135529 members 
Entering Unmasked Estep 
Score: -19469982.000000 Penalty: 5876.311523
	Iteration 42Q: 3 clusters Score -1.946998e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 135545 members 
Entering Unmasked Estep 
Score: -19469974.000000 Penalty: 5876.311523
	Iteration 43Q: 3 clusters Score -1.946997e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 135557 members 
Entering Unmasked Estep 
Score: -19469970.000000 Penalty: 5876.311523
	Iteration 44Q: 3 clusters Score -1.946997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 135579 members 
Entering Unmasked Estep 
Score: -19469970.000000 Penalty: 5876.311523
	Iteration 45Q: 3 clusters Score -1.946997e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 135592 members 
Entering Unmasked Estep 
Score: -19469980.000000 Penalty: 5876.311523
	Iteration 46Q: 3 clusters Score -1.946998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 135599 members 
Entering Unmasked Estep 
Score: -19469978.000000 Penalty: 5876.311523
	Iteration 47Q: 3 clusters Score -1.946998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 135608 members 
Entering Unmasked Estep 
Score: -19469984.000000 Penalty: 5876.311523
	Iteration 48Q: 3 clusters Score -1.946998e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 135620 members 
Entering Unmasked Estep 
Score: -19469976.000000 Penalty: 5876.311523
	Iteration 49Q: 3 clusters Score -1.946998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 135635 members 
Entering Unmasked Estep 
Score: -19469966.000000 Penalty: 5876.311523
	Iteration 50Q: 3 clusters Score -1.946997e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 135650 members 
Entering Unmasked Estep 
Score: -19469978.000000 Penalty: 5876.311523
	Iteration 51Q: 3 clusters Score -1.946998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 135669 members 
Entering Unmasked Estep 
Score: -19470000.000000 Penalty: 5876.311523
	Iteration 52Q: 3 clusters Score -1.947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 135697 members 
Entering Unmasked Estep 
Score: -19470014.000000 Penalty: 5876.311523
	Iteration 53Q: 3 clusters Score -1.947001e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 135725 members 
Entering Unmasked Estep 
Score: -19470010.000000 Penalty: 5876.311523
	Iteration 54Q: 3 clusters Score -1.947001e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 135749 members 
Entering Unmasked Estep 
Score: -19470002.000000 Penalty: 5876.311523
	Iteration 55Q: 3 clusters Score -1.947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 135771 members 
Entering Unmasked Estep 
Score: -19469998.000000 Penalty: 5876.311523
	Iteration 56Q: 3 clusters Score -1.947e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 135788 members 
Entering Unmasked Estep 
Score: -19470014.000000 Penalty: 5876.311523
	Iteration 57Q: 3 clusters Score -1.947001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 135802 members 
Entering Unmasked Estep 
Score: -19470014.000000 Penalty: 5876.311523
	Iteration 58Q: 3 clusters Score -1.947001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 135821 members 
Entering Unmasked Estep 
Score: -19470020.000000 Penalty: 5876.311523
	Iteration 59Q: 3 clusters Score -1.947002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 135832 members 
Entering Unmasked Estep 
Score: -19469996.000000 Penalty: 5876.311523
	Iteration 60F: 3 clusters Score -1.947e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 135837 members 
Entering Unmasked Estep 
Score: -19469992.000000 Penalty: 5876.311523
	Iteration 61Q: 3 clusters Score -1.946999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 135845 members 
Entering Unmasked Estep 
Score: -19469994.000000 Penalty: 5876.311523
	Iteration 62Q: 3 clusters Score -1.946999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 135851 members 
Entering Unmasked Estep 
Score: -19469990.000000 Penalty: 5876.311523
	Iteration 63Q: 3 clusters Score -1.946999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 135858 members 
Entering Unmasked Estep 
Score: -19469986.000000 Penalty: 5876.311523
	Iteration 64Q: 3 clusters Score -1.946999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 135864 members 
Entering Unmasked Estep 
Score: -19469990.000000 Penalty: 5876.311523
	Iteration 65Q: 3 clusters Score -1.946999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 135871 members 
Entering Unmasked Estep 
Score: -19470002.000000 Penalty: 5876.311523
	Iteration 66Q: 3 clusters Score -1.947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 135872 members 
Entering Unmasked Estep 
Score: -19470002.000000 Penalty: 5876.311523
	Iteration 67Q: 3 clusters Score -1.947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 135873 members 
Entering Unmasked Estep 
Score: -19470002.000000 Penalty: 5876.311523
	Iteration 68Q: 3 clusters Score -1.947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 135873 members 
Entering Unmasked Estep 
Score: -19470002.000000 Penalty: 5876.311523
	Iteration 69F: 3 clusters Score -1.947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Entering Unmasked Estep 
Score: -7345511.500000 Penalty: 2697.005859
	Iteration 0F: 2 clusters Score -7345512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26310 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -7309935.000000 Penalty: 5394.011719
	Iteration 0F: 3 clusters Score -7309935 nChanged 24383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -7323438.000000 Penalty: 5394.011719
	Iteration 1F: 3 clusters Score -7323438 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -7324014.000000 Penalty: 5394.011719
	Iteration 2Q: 3 clusters Score -7324014 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -7324642.500000 Penalty: 5394.011719
	Iteration 3Q: 3 clusters Score -7324642 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -7325512.000000 Penalty: 5394.011719
	Iteration 4Q: 3 clusters Score -7325512 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -7326931.500000 Penalty: 5394.011719
	Iteration 5F: 3 clusters Score -7326932 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 37074 members 
Entering Unmasked Estep 
Score: -7329113.500000 Penalty: 5394.011719
	Iteration 6F: 3 clusters Score -7329114 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -7332229.000000 Penalty: 5394.011719
	Iteration 7F: 3 clusters Score -7332229 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -7335726.000000 Penalty: 5394.011719
	Iteration 8F: 3 clusters Score -7335726 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -7338885.000000 Penalty: 5394.011719
	Iteration 9F: 3 clusters Score -7338885 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -7341010.500000 Penalty: 5394.011719
	Iteration 10Q: 3 clusters Score -7341010 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -7342105.000000 Penalty: 5394.011719
	Iteration 11Q: 3 clusters Score -7342105 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 51948 members 
Entering Unmasked Estep 
Score: -7342699.500000 Penalty: 5394.011719
	Iteration 12Q: 3 clusters Score -7342700 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -7342998.500000 Penalty: 5394.011719
	Iteration 13Q: 3 clusters Score -7342998 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 52175 members 
Entering Unmasked Estep 
Score: -7343143.500000 Penalty: 5394.011719
	Iteration 14Q: 3 clusters Score -7343144 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -7343303.500000 Penalty: 5394.011719
	Iteration 15Q: 3 clusters Score -7343304 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -7343434.500000 Penalty: 5394.011719
	Iteration 16Q: 3 clusters Score -7343434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -7343533.000000 Penalty: 5394.011719
	Iteration 17Q: 3 clusters Score -7343533 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 52159 members 
Entering Unmasked Estep 
Score: -7343612.000000 Penalty: 5394.011719
	Iteration 18Q: 3 clusters Score -7343612 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 52133 members 
Entering Unmasked Estep 
Score: -7343679.500000 Penalty: 5394.011719
	Iteration 19Q: 3 clusters Score -7343680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -7343703.500000 Penalty: 5394.011719
	Iteration 20F: 3 clusters Score -7343704 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -7343757.500000 Penalty: 5394.011719
	Iteration 21Q: 3 clusters Score -7343758 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -7343791.000000 Penalty: 5394.011719
	Iteration 22Q: 3 clusters Score -7343791 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 51984 members 
Entering Unmasked Estep 
Score: -7343835.000000 Penalty: 5394.011719
	Iteration 23Q: 3 clusters Score -7343835 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 51958 members 
Entering Unmasked Estep 
Score: -7343875.500000 Penalty: 5394.011719
	Iteration 24Q: 3 clusters Score -7343876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -7343887.500000 Penalty: 5394.011719
	Iteration 25Q: 3 clusters Score -7343888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -7343901.500000 Penalty: 5394.011719
	Iteration 26Q: 3 clusters Score -7343902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -7343924.000000 Penalty: 5394.011719
	Iteration 27Q: 3 clusters Score -7343924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 51905 members 
Entering Unmasked Estep 
Score: -7343924.500000 Penalty: 5394.011719
	Iteration 28Q: 3 clusters Score -7343924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -7343932.000000 Penalty: 5394.011719
	Iteration 29Q: 3 clusters Score -7343932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -7343934.000000 Penalty: 5394.011719
	Iteration 30Q: 3 clusters Score -7343934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -7343936.500000 Penalty: 5394.011719
	Iteration 31Q: 3 clusters Score -7343936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 51874 members 
Entering Unmasked Estep 
Score: -7343938.000000 Penalty: 5394.011719
	Iteration 32Q: 3 clusters Score -7343938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -7343941.500000 Penalty: 5394.011719
	Iteration 33Q: 3 clusters Score -7343942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -7343944.500000 Penalty: 5394.011719
	Iteration 34Q: 3 clusters Score -7343944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -7343944.500000 Penalty: 5394.011719
	Iteration 35F: 3 clusters Score -7343944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (74678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74678 members 
Entering Unmasked Estep 
Score: -10272526.000000 Penalty: 2782.793213
	Iteration 0F: 2 clusters Score -1.027253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 37546 members 
Entering Unmasked Estep 
Score: -10222651.000000 Penalty: 5565.586426
	Iteration 0F: 3 clusters Score -1.022265e+07 nChanged 35141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -10242298.000000 Penalty: 5565.586426
	Iteration 1F: 3 clusters Score -1.02423e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -10243097.000000 Penalty: 5565.586426
	Iteration 2Q: 3 clusters Score -1.02431e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 40999 members 
Entering Unmasked Estep 
Score: -10244071.000000 Penalty: 5565.586426
	Iteration 3Q: 3 clusters Score -1.024407e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -10245267.000000 Penalty: 5565.586426
	Iteration 4Q: 3 clusters Score -1.024527e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -10247049.000000 Penalty: 5565.586426
	Iteration 5Q: 3 clusters Score -1.024705e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 47841 members 
Entering Unmasked Estep 
Score: -10249396.000000 Penalty: 5565.586426
	Iteration 6F: 3 clusters Score -1.02494e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -10252562.000000 Penalty: 5565.586426
	Iteration 7F: 3 clusters Score -1.025256e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -10256145.000000 Penalty: 5565.586426
	Iteration 8F: 3 clusters Score -1.025614e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 59367 members 
Entering Unmasked Estep 
Score: -10259635.000000 Penalty: 5565.586426
	Iteration 9F: 3 clusters Score -1.025964e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 62851 members 
Entering Unmasked Estep 
Score: -10262576.000000 Penalty: 5565.586426
	Iteration 10F: 3 clusters Score -1.026258e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 65639 members 
Entering Unmasked Estep 
Score: -10264803.000000 Penalty: 5565.586426
	Iteration 11Q: 3 clusters Score -1.02648e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 67836 members 
Entering Unmasked Estep 
Score: -10266408.000000 Penalty: 5565.586426
	Iteration 12Q: 3 clusters Score -1.026641e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 69538 members 
Entering Unmasked Estep 
Score: -10267575.000000 Penalty: 5565.586426
	Iteration 13Q: 3 clusters Score -1.026758e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 70760 members 
Entering Unmasked Estep 
Score: -10268341.000000 Penalty: 5565.586426
	Iteration 14Q: 3 clusters Score -1.026834e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 71626 members 
Entering Unmasked Estep 
Score: -10268876.000000 Penalty: 5565.586426
	Iteration 15Q: 3 clusters Score -1.026888e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 72246 members 
Entering Unmasked Estep 
Score: -10269295.000000 Penalty: 5565.586426
	Iteration 16Q: 3 clusters Score -1.02693e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 72675 members 
Entering Unmasked Estep 
Score: -10269569.000000 Penalty: 5565.586426
	Iteration 17Q: 3 clusters Score -1.026957e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 72990 members 
Entering Unmasked Estep 
Score: -10269773.000000 Penalty: 5565.586426
	Iteration 18Q: 3 clusters Score -1.026977e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 73207 members 
Entering Unmasked Estep 
Score: -10269870.000000 Penalty: 5565.586426
	Iteration 19Q: 3 clusters Score -1.026987e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 73354 members 
Entering Unmasked Estep 
Score: -10269946.000000 Penalty: 5565.586426
	Iteration 20F: 3 clusters Score -1.026995e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 73464 members 
Entering Unmasked Estep 
Score: -10269989.000000 Penalty: 5565.586426
	Iteration 21Q: 3 clusters Score -1.026999e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 73535 members 
Entering Unmasked Estep 
Score: -10270020.000000 Penalty: 5565.586426
	Iteration 22Q: 3 clusters Score -1.027002e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 73583 members 
Entering Unmasked Estep 
Score: -10270045.000000 Penalty: 5565.586426
	Iteration 23Q: 3 clusters Score -1.027004e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 73633 members 
Entering Unmasked Estep 
Score: -10270068.000000 Penalty: 5565.586426
	Iteration 24Q: 3 clusters Score -1.027007e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 73681 members 
Entering Unmasked Estep 
Score: -10270086.000000 Penalty: 5565.586426
	Iteration 25Q: 3 clusters Score -1.027009e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 73711 members 
Entering Unmasked Estep 
Score: -10270100.000000 Penalty: 5565.586426
	Iteration 26Q: 3 clusters Score -1.02701e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 73738 members 
Entering Unmasked Estep 
Score: -10270109.000000 Penalty: 5565.586426
	Iteration 27Q: 3 clusters Score -1.027011e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 73754 members 
Entering Unmasked Estep 
Score: -10270132.000000 Penalty: 5565.586426
	Iteration 28Q: 3 clusters Score -1.027013e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -10270151.000000 Penalty: 5565.586426
	Iteration 29Q: 3 clusters Score -1.027015e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 73808 members 
Entering Unmasked Estep 
Score: -10270173.000000 Penalty: 5565.586426
	Iteration 30Q: 3 clusters Score -1.027017e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -10270184.000000 Penalty: 5565.586426
	Iteration 31Q: 3 clusters Score -1.027018e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -10270189.000000 Penalty: 5565.586426
	Iteration 32Q: 3 clusters Score -1.027019e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -10270181.000000 Penalty: 5565.586426
	Iteration 33Q: 3 clusters Score -1.027018e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 73854 members 
Entering Unmasked Estep 
Score: -10270200.000000 Penalty: 5565.586426
	Iteration 34Q: 3 clusters Score -1.02702e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 73862 members 
Entering Unmasked Estep 
Score: -10270204.000000 Penalty: 5565.586426
	Iteration 35Q: 3 clusters Score -1.02702e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 73874 members 
Entering Unmasked Estep 
Score: -10270219.000000 Penalty: 5565.586426
	Iteration 36Q: 3 clusters Score -1.027022e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 73884 members 
Entering Unmasked Estep 
Score: -10270226.000000 Penalty: 5565.586426
	Iteration 37Q: 3 clusters Score -1.027023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 73890 members 
Entering Unmasked Estep 
Score: -10270232.000000 Penalty: 5565.586426
	Iteration 38Q: 3 clusters Score -1.027023e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 73897 members 
Entering Unmasked Estep 
Score: -10270239.000000 Penalty: 5565.586426
	Iteration 39Q: 3 clusters Score -1.027024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 73901 members 
Entering Unmasked Estep 
Score: -10270245.000000 Penalty: 5565.586426
	Iteration 40F: 3 clusters Score -1.027024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 73905 members 
Entering Unmasked Estep 
Score: -10270249.000000 Penalty: 5565.586426
	Iteration 41Q: 3 clusters Score -1.027025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 73907 members 
Entering Unmasked Estep 
Score: -10270252.000000 Penalty: 5565.586426
	Iteration 42Q: 3 clusters Score -1.027025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -10270252.000000 Penalty: 5565.586426
	Iteration 43Q: 3 clusters Score -1.027025e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 73909 members 
Entering Unmasked Estep 
Score: -10270252.000000 Penalty: 5565.586426
	Iteration 44F: 3 clusters Score -1.027025e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Entering Unmasked Estep 
Score: -3858603.000000 Penalty: 2537.026367
	Iteration 0F: 2 clusters Score -3858603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3839602.500000 Penalty: 5074.052734
	Iteration 0F: 3 clusters Score -3839602 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -3846697.750000 Penalty: 5074.052734
	Iteration 1F: 3 clusters Score -3846698 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3847534.250000 Penalty: 5074.052734
	Iteration 2F: 3 clusters Score -3847534 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -3848306.500000 Penalty: 5074.052734
	Iteration 3F: 3 clusters Score -3848306 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -3849137.000000 Penalty: 5074.052734
	Iteration 4F: 3 clusters Score -3849137 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -3850096.750000 Penalty: 5074.052734
	Iteration 5F: 3 clusters Score -3850097 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3851128.000000 Penalty: 5074.052734
	Iteration 6F: 3 clusters Score -3851128 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -3852102.000000 Penalty: 5074.052734
	Iteration 7F: 3 clusters Score -3852102 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -3853018.500000 Penalty: 5074.052734
	Iteration 8F: 3 clusters Score -3853018 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3853768.000000 Penalty: 5074.052734
	Iteration 9Q: 3 clusters Score -3853768 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3854327.500000 Penalty: 5074.052734
	Iteration 10Q: 3 clusters Score -3854328 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3854626.250000 Penalty: 5074.052734
	Iteration 11Q: 3 clusters Score -3854626 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -3854848.500000 Penalty: 5074.052734
	Iteration 12Q: 3 clusters Score -3854848 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -3855009.000000 Penalty: 5074.052734
	Iteration 13Q: 3 clusters Score -3855009 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3855176.750000 Penalty: 5074.052734
	Iteration 14Q: 3 clusters Score -3855177 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3855327.500000 Penalty: 5074.052734
	Iteration 15Q: 3 clusters Score -3855328 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -3855458.500000 Penalty: 5074.052734
	Iteration 16Q: 3 clusters Score -3855458 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -3855610.500000 Penalty: 5074.052734
	Iteration 17Q: 3 clusters Score -3855610 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3855788.250000 Penalty: 5074.052734
	Iteration 18Q: 3 clusters Score -3855788 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3855980.250000 Penalty: 5074.052734
	Iteration 19Q: 3 clusters Score -3855980 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3856170.500000 Penalty: 5074.052734
	Iteration 20F: 3 clusters Score -3856170 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3856358.500000 Penalty: 5074.052734
	Iteration 21Q: 3 clusters Score -3856358 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -3856554.250000 Penalty: 5074.052734
	Iteration 22Q: 3 clusters Score -3856554 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -3856753.500000 Penalty: 5074.052734
	Iteration 23Q: 3 clusters Score -3856754 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -3856958.500000 Penalty: 5074.052734
	Iteration 24Q: 3 clusters Score -3856958 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -3857235.500000 Penalty: 5074.052734
	Iteration 25Q: 3 clusters Score -3857236 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18949 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3857551.000000 Penalty: 5074.052734
	Iteration 26Q: 3 clusters Score -3857551 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3857877.750000 Penalty: 5074.052734
	Iteration 27Q: 3 clusters Score -3857878 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3858159.250000 Penalty: 5074.052734
	Iteration 28Q: 3 clusters Score -3858159 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -3858350.000000 Penalty: 5074.052734
	Iteration 29Q: 3 clusters Score -3858350 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3858454.750000 Penalty: 5074.052734
	Iteration 30Q: 3 clusters Score -3858455 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -3858534.250000 Penalty: 5074.052734
	Iteration 31Q: 3 clusters Score -3858534 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -3858571.000000 Penalty: 5074.052734
	Iteration 32Q: 3 clusters Score -3858571 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -3858596.750000 Penalty: 5074.052734
	Iteration 33Q: 3 clusters Score -3858597 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3858624.750000 Penalty: 5074.052734
	Iteration 34Q: 3 clusters Score -3858625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3858642.250000 Penalty: 5074.052734
	Iteration 35Q: 3 clusters Score -3858642 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3858647.500000 Penalty: 5074.052734
	Iteration 36Q: 3 clusters Score -3858648 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -3858660.250000 Penalty: 5074.052734
	Iteration 37Q: 3 clusters Score -3858660 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -3858673.000000 Penalty: 5074.052734
	Iteration 38Q: 3 clusters Score -3858673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -3858661.500000 Penalty: 5074.052734
	Iteration 39Q: 3 clusters Score -3858662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -3858674.250000 Penalty: 5074.052734
	Iteration 40F: 3 clusters Score -3858674 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3858669.000000 Penalty: 5074.052734
	Iteration 41Q: 3 clusters Score -3858669 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -3858665.000000 Penalty: 5074.052734
	Iteration 42Q: 3 clusters Score -3858665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3858668.500000 Penalty: 5074.052734
	Iteration 43Q: 3 clusters Score -3858668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -3858678.250000 Penalty: 5074.052734
	Iteration 44Q: 3 clusters Score -3858678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -3858682.500000 Penalty: 5074.052734
	Iteration 45Q: 3 clusters Score -3858682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3858676.750000 Penalty: 5074.052734
	Iteration 46Q: 3 clusters Score -3858677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -3858675.250000 Penalty: 5074.052734
	Iteration 47Q: 3 clusters Score -3858675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3858677.500000 Penalty: 5074.052734
	Iteration 48Q: 3 clusters Score -3858678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3858675.250000 Penalty: 5074.052734
	Iteration 49Q: 3 clusters Score -3858675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -3858677.750000 Penalty: 5074.052734
	Iteration 50Q: 3 clusters Score -3858678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3858678.250000 Penalty: 5074.052734
	Iteration 51Q: 3 clusters Score -3858678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3858677.000000 Penalty: 5074.052734
	Iteration 52Q: 3 clusters Score -3858677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -3858676.250000 Penalty: 5074.052734
	Iteration 53Q: 3 clusters Score -3858676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3858678.250000 Penalty: 5074.052734
	Iteration 54Q: 3 clusters Score -3858678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3858680.500000 Penalty: 5074.052734
	Iteration 55Q: 3 clusters Score -3858680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -3858684.750000 Penalty: 5074.052734
	Iteration 56Q: 3 clusters Score -3858685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3858679.750000 Penalty: 5074.052734
	Iteration 57Q: 3 clusters Score -3858680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3858679.750000 Penalty: 5074.052734
	Iteration 58Q: 3 clusters Score -3858680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -3858679.000000 Penalty: 5074.052734
	Iteration 59Q: 3 clusters Score -3858679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -3858680.750000 Penalty: 5074.052734
	Iteration 60F: 3 clusters Score -3858681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -3858682.000000 Penalty: 5074.052734
	Iteration 61Q: 3 clusters Score -3858682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -3858682.000000 Penalty: 5074.052734
	Iteration 62F: 3 clusters Score -3858682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107380 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 459 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 139721 members 
Mstep: Class 9 contains 52840 members 
Mstep: Class 10 contains 74678 members 
Mstep: Class 11 contains 21503 members 
Mstep: Class 12 contains 15662 members 
Mstep: Class 13 contains 61738 members 
Mstep: Class 14 contains 52585 members 
Mstep: Class 15 contains 9212 members 
Mstep: Class 16 contains 244983 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 48899 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30546 members 
Mstep: Class 21 contains 652 members 
Mstep: Class 22 contains 30260 members 
Mstep: Class 23 contains 6218 members 
Entering Unmasked Estep 
Score: -122204448.000000 Penalty: 78245.757812
Splitting cluster 11 changes total score from -122203944.000000 to -122204448.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (15662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Entering Unmasked Estep 
Score: -2045834.625000 Penalty: 2395.430176
	Iteration 0F: 2 clusters Score -2045835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2034591.625000 Penalty: 4790.860352
	Iteration 0F: 3 clusters Score -2034592 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2038494.250000 Penalty: 4790.860352
	Iteration 1F: 3 clusters Score -2038494 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2039499.750000 Penalty: 4790.860352
	Iteration 2F: 3 clusters Score -2039500 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2040914.750000 Penalty: 4790.860352
	Iteration 3F: 3 clusters Score -2040915 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -2042846.000000 Penalty: 4790.860352
	Iteration 4F: 3 clusters Score -2042846 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2044664.375000 Penalty: 4790.860352
	Iteration 5F: 3 clusters Score -2044664 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2045963.250000 Penalty: 4790.860352
	Iteration 6F: 3 clusters Score -2045963 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -2046802.875000 Penalty: 4790.860352
	Iteration 7F: 3 clusters Score -2046803 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2047295.250000 Penalty: 4790.860352
	Iteration 8Q: 3 clusters Score -2047295 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2047529.000000 Penalty: 4790.860352
	Iteration 9Q: 3 clusters Score -2047529 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2047646.500000 Penalty: 4790.860352
	Iteration 10Q: 3 clusters Score -2047646 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2047716.250000 Penalty: 4790.860352
	Iteration 11Q: 3 clusters Score -2047716 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2047757.375000 Penalty: 4790.860352
	Iteration 12Q: 3 clusters Score -2047757 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2047790.250000 Penalty: 4790.860352
	Iteration 13Q: 3 clusters Score -2047790 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -2047809.000000 Penalty: 4790.860352
	Iteration 14Q: 3 clusters Score -2047809 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -2047822.875000 Penalty: 4790.860352
	Iteration 15Q: 3 clusters Score -2047823 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2047834.375000 Penalty: 4790.860352
	Iteration 16Q: 3 clusters Score -2047834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2047838.500000 Penalty: 4790.860352
	Iteration 17Q: 3 clusters Score -2047838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2047847.875000 Penalty: 4790.860352
	Iteration 18Q: 3 clusters Score -2047848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2047852.250000 Penalty: 4790.860352
	Iteration 19Q: 3 clusters Score -2047852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2047858.250000 Penalty: 4790.860352
	Iteration 20F: 3 clusters Score -2047858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2047858.250000 Penalty: 4790.860352
	Iteration 21Q: 3 clusters Score -2047858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -2047855.500000 Penalty: 4790.860352
	Iteration 22Q: 3 clusters Score -2047856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2047856.375000 Penalty: 4790.860352
	Iteration 23Q: 3 clusters Score -2047856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2047866.125000 Penalty: 4790.860352
	Iteration 24Q: 3 clusters Score -2047866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2047871.000000 Penalty: 4790.860352
	Iteration 25Q: 3 clusters Score -2047871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2047868.250000 Penalty: 4790.860352
	Iteration 26Q: 3 clusters Score -2047868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2047872.500000 Penalty: 4790.860352
	Iteration 27Q: 3 clusters Score -2047872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2047872.875000 Penalty: 4790.860352
	Iteration 28Q: 3 clusters Score -2047873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2047874.625000 Penalty: 4790.860352
	Iteration 29Q: 3 clusters Score -2047875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2047873.750000 Penalty: 4790.860352
	Iteration 30Q: 3 clusters Score -2047874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2047875.250000 Penalty: 4790.860352
	Iteration 31Q: 3 clusters Score -2047875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -2047877.625000 Penalty: 4790.860352
	Iteration 32Q: 3 clusters Score -2047878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2047880.000000 Penalty: 4790.860352
	Iteration 33Q: 3 clusters Score -2047880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2047880.625000 Penalty: 4790.860352
	Iteration 34Q: 3 clusters Score -2047881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -2047884.250000 Penalty: 4790.860352
	Iteration 35Q: 3 clusters Score -2047884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2047884.250000 Penalty: 4790.860352
	Iteration 36Q: 3 clusters Score -2047884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2047884.250000 Penalty: 4790.860352
	Iteration 37F: 3 clusters Score -2047884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107380 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 459 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 139721 members 
Mstep: Class 9 contains 52840 members 
Mstep: Class 10 contains 74678 members 
Mstep: Class 11 contains 21503 members 
Mstep: Class 12 contains 10865 members 
Mstep: Class 13 contains 61738 members 
Mstep: Class 14 contains 52585 members 
Mstep: Class 15 contains 9212 members 
Mstep: Class 16 contains 244983 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 48899 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30546 members 
Mstep: Class 21 contains 652 members 
Mstep: Class 22 contains 30260 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 4797 members 
Entering Unmasked Estep 
Score: -122205696.000000 Penalty: 81647.750000
Splitting cluster 12 changes total score from -122203944.000000 to -122205696.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (61738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61738 members 
Entering Unmasked Estep 
Score: -8553231.000000 Penalty: 2735.602539
	Iteration 0F: 2 clusters Score -8553231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -8512117.000000 Penalty: 5471.205078
	Iteration 0F: 3 clusters Score -8512117 nChanged 28528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -8527908.000000 Penalty: 5471.205078
	Iteration 1F: 3 clusters Score -8527908 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29178 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -8528685.000000 Penalty: 5471.205078
	Iteration 2Q: 3 clusters Score -8528685 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -8529560.000000 Penalty: 5471.205078
	Iteration 3Q: 3 clusters Score -8529560 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -8530685.000000 Penalty: 5471.205078
	Iteration 4Q: 3 clusters Score -8530685 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Mstep: Class 2 contains 36586 members 
Entering Unmasked Estep 
Score: -8532168.000000 Penalty: 5471.205078
	Iteration 5F: 3 clusters Score -8532168 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -8534127.000000 Penalty: 5471.205078
	Iteration 6F: 3 clusters Score -8534127 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -8536606.000000 Penalty: 5471.205078
	Iteration 7F: 3 clusters Score -8536606 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -8539640.000000 Penalty: 5471.205078
	Iteration 8F: 3 clusters Score -8539640 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -8542649.000000 Penalty: 5471.205078
	Iteration 9F: 3 clusters Score -8542649 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 53305 members 
Entering Unmasked Estep 
Score: -8545243.000000 Penalty: 5471.205078
	Iteration 10F: 3 clusters Score -8545243 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 55997 members 
Entering Unmasked Estep 
Score: -8547286.000000 Penalty: 5471.205078
	Iteration 11Q: 3 clusters Score -8547286 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -8548802.000000 Penalty: 5471.205078
	Iteration 12Q: 3 clusters Score -8548802 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 59196 members 
Entering Unmasked Estep 
Score: -8549706.000000 Penalty: 5471.205078
	Iteration 13Q: 3 clusters Score -8549706 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 59964 members 
Entering Unmasked Estep 
Score: -8550293.000000 Penalty: 5471.205078
	Iteration 14Q: 3 clusters Score -8550293 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -8550537.000000 Penalty: 5471.205078
	Iteration 15Q: 3 clusters Score -8550537 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 60628 members 
Entering Unmasked Estep 
Score: -8550688.000000 Penalty: 5471.205078
	Iteration 16Q: 3 clusters Score -8550688 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 60768 members 
Entering Unmasked Estep 
Score: -8550767.000000 Penalty: 5471.205078
	Iteration 17Q: 3 clusters Score -8550767 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -8550819.000000 Penalty: 5471.205078
	Iteration 18Q: 3 clusters Score -8550819 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 60882 members 
Entering Unmasked Estep 
Score: -8550849.000000 Penalty: 5471.205078
	Iteration 19Q: 3 clusters Score -8550849 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -8550876.000000 Penalty: 5471.205078
	Iteration 20F: 3 clusters Score -8550876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 60932 members 
Entering Unmasked Estep 
Score: -8550888.000000 Penalty: 5471.205078
	Iteration 21Q: 3 clusters Score -8550888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -8550914.000000 Penalty: 5471.205078
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 60970 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 60994 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 61005 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8550997 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8550999 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 61012 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8550998 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8551041 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8551064 nChanged 47
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Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8551104 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 60959 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8551183 nChanged 51
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Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 60921 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8551278 nChanged 56
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Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 60891 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8551334 nChanged 53
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Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8551387 nChanged 40
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Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 60886 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8551458 nChanged 72
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Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8551628 nChanged 95
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Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8551687 nChanged 100
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Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 60724 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8551829 nChanged 87
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Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8551958 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 60622 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8551986 nChanged 58
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Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8552036 nChanged 63
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Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 60607 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8552076 nChanged 72
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Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8552115 nChanged 77
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Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8552138 nChanged 72
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Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8552195 nChanged 60
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Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 60570 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1174 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1178 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1166 members 
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Mstep: Class 1 contains 1167 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 60521 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 60486 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8552807 nChanged 87
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Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1359 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1396 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 60311 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8552934 nChanged 41
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Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 60286 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 60261 members 
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	Iteration 69Q: 3 clusters Score -8552964 nChanged 37
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Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 60236 members 
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Mstep: Class 1 contains 1526 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1561 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1631 members 
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	Iteration 76Q: 3 clusters Score -8553091 nChanged 42
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	Iteration 79Q: 3 clusters Score -8553133 nChanged 46
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Mstep: Class 1 contains 1859 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8553152 nChanged 53
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Mstep: Class 1 contains 1910 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1949 members 
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Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8553179 nChanged 33
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8553204 nChanged 33
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2101 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8553222 nChanged 32
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	Iteration 93Q: 3 clusters Score -8553250 nChanged 14
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	Iteration 94Q: 3 clusters Score -8553250 nChanged 14
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	Iteration 96Q: 3 clusters Score -8553261 nChanged 11
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	Iteration 97Q: 3 clusters Score -8553254 nChanged 7
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	Iteration 98Q: 3 clusters Score -8553267 nChanged 10
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	Iteration 101Q: 3 clusters Score -8553275 nChanged 8
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	Iteration 102Q: 3 clusters Score -8553279 nChanged 9
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8553283 nChanged 6
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8553281 nChanged 5
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	Iteration 105Q: 3 clusters Score -8553284 nChanged 3
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	Iteration 106Q: 3 clusters Score -8553289 nChanged 6
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	Iteration 108Q: 3 clusters Score -8553287 nChanged 3
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	Iteration 109Q: 3 clusters Score -8553284 nChanged 3
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	Iteration 110Q: 3 clusters Score -8553284 nChanged 2
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	Iteration 111Q: 3 clusters Score -8553287 nChanged 2
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	Iteration 112Q: 3 clusters Score -8553287 nChanged 3
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	Iteration 113Q: 3 clusters Score -8553286 nChanged 3
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	Iteration 114Q: 3 clusters Score -8553290 nChanged 9
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	Iteration 115Q: 3 clusters Score -8553289 nChanged 5
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Mstep: Class 2 contains 59355 members 
Entering Unmasked Estep 
Score: -8553292.000000 Penalty: 5471.205078
	Iteration 116Q: 3 clusters Score -8553292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -8553296.000000 Penalty: 5471.205078
	Iteration 117Q: 3 clusters Score -8553296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 59342 members 
Entering Unmasked Estep 
Score: -8553298.000000 Penalty: 5471.205078
	Iteration 118Q: 3 clusters Score -8553298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -8553304.000000 Penalty: 5471.205078
	Iteration 119Q: 3 clusters Score -8553304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -8553299.000000 Penalty: 5471.205078
	Iteration 120F: 3 clusters Score -8553299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 59323 members 
Entering Unmasked Estep 
Score: -8553300.000000 Penalty: 5471.205078
	Iteration 121Q: 3 clusters Score -8553300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 59314 members 
Entering Unmasked Estep 
Score: -8553302.000000 Penalty: 5471.205078
	Iteration 122Q: 3 clusters Score -8553302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -8553311.000000 Penalty: 5471.205078
	Iteration 123Q: 3 clusters Score -8553311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -8553309.000000 Penalty: 5471.205078
	Iteration 124Q: 3 clusters Score -8553309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 59307 members 
Entering Unmasked Estep 
Score: -8553309.000000 Penalty: 5471.205078
	Iteration 125F: 3 clusters Score -8553309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107380 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 459 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 139721 members 
Mstep: Class 9 contains 52840 members 
Mstep: Class 10 contains 74678 members 
Mstep: Class 11 contains 21503 members 
Mstep: Class 12 contains 10865 members 
Mstep: Class 13 contains 2431 members 
Mstep: Class 14 contains 52585 members 
Mstep: Class 15 contains 9212 members 
Mstep: Class 16 contains 244983 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 48899 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30546 members 
Mstep: Class 21 contains 652 members 
Mstep: Class 22 contains 30260 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 4797 members 
Mstep: Class 25 contains 59307 members 
Entering Unmasked Estep 
Score: -122204888.000000 Penalty: 85049.742188
Splitting cluster 13 changes total score from -122203944.000000 to -122204888.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (52585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52585 members 
Entering Unmasked Estep 
Score: -7153361.500000 Penalty: 2695.806152
	Iteration 0F: 2 clusters Score -7153362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -7117945.500000 Penalty: 5391.612305
	Iteration 0F: 3 clusters Score -7117946 nChanged 24543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -7131759.500000 Penalty: 5391.612305
	Iteration 1F: 3 clusters Score -7131760 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -7132689.000000 Penalty: 5391.612305
	Iteration 2Q: 3 clusters Score -7132689 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -7133869.000000 Penalty: 5391.612305
	Iteration 3Q: 3 clusters Score -7133869 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -7135348.500000 Penalty: 5391.612305
	Iteration 4F: 3 clusters Score -7135348 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -7137557.000000 Penalty: 5391.612305
	Iteration 5F: 3 clusters Score -7137557 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -7140339.000000 Penalty: 5391.612305
	Iteration 6F: 3 clusters Score -7140339 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37587 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -7143328.500000 Penalty: 5391.612305
	Iteration 7F: 3 clusters Score -7143328 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -7146057.000000 Penalty: 5391.612305
	Iteration 8F: 3 clusters Score -7146057 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -7148085.000000 Penalty: 5391.612305
	Iteration 9Q: 3 clusters Score -7148085 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -7149353.500000 Penalty: 5391.612305
	Iteration 10Q: 3 clusters Score -7149354 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -7150049.500000 Penalty: 5391.612305
	Iteration 11Q: 3 clusters Score -7150050 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -7150460.000000 Penalty: 5391.612305
	Iteration 12Q: 3 clusters Score -7150460 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -7150773.500000 Penalty: 5391.612305
	Iteration 13Q: 3 clusters Score -7150774 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -7151021.500000 Penalty: 5391.612305
	Iteration 14Q: 3 clusters Score -7151022 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -7151179.500000 Penalty: 5391.612305
	Iteration 15Q: 3 clusters Score -7151180 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -7151346.000000 Penalty: 5391.612305
	Iteration 16Q: 3 clusters Score -7151346 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -7151477.500000 Penalty: 5391.612305
	Iteration 17Q: 3 clusters Score -7151478 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -7151617.500000 Penalty: 5391.612305
	Iteration 18Q: 3 clusters Score -7151618 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -7151702.500000 Penalty: 5391.612305
	Iteration 19Q: 3 clusters Score -7151702 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -7151820.000000 Penalty: 5391.612305
	Iteration 20F: 3 clusters Score -7151820 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -7151875.000000 Penalty: 5391.612305
	Iteration 21Q: 3 clusters Score -7151875 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -7151891.500000 Penalty: 5391.612305
	Iteration 22Q: 3 clusters Score -7151892 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -7151899.000000 Penalty: 5391.612305
	Iteration 23Q: 3 clusters Score -7151899 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -7151981.500000 Penalty: 5391.612305
	Iteration 24Q: 3 clusters Score -7151982 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -7152033.000000 Penalty: 5391.612305
	Iteration 25Q: 3 clusters Score -7152033 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -7152115.500000 Penalty: 5391.612305
	Iteration 26Q: 3 clusters Score -7152116 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41532 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -7152151.500000 Penalty: 5391.612305
	Iteration 27Q: 3 clusters Score -7152152 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -7152143.000000 Penalty: 5391.612305
	Iteration 28Q: 3 clusters Score -7152143 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -7152170.500000 Penalty: 5391.612305
	Iteration 29Q: 3 clusters Score -7152170 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -7152187.500000 Penalty: 5391.612305
	Iteration 30Q: 3 clusters Score -7152188 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -7152178.500000 Penalty: 5391.612305
	Iteration 31Q: 3 clusters Score -7152178 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -7152214.000000 Penalty: 5391.612305
	Iteration 32Q: 3 clusters Score -7152214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -7152214.500000 Penalty: 5391.612305
	Iteration 33Q: 3 clusters Score -7152214 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -7152227.500000 Penalty: 5391.612305
	Iteration 34Q: 3 clusters Score -7152228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -7152238.000000 Penalty: 5391.612305
	Iteration 35Q: 3 clusters Score -7152238 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -7152243.500000 Penalty: 5391.612305
	Iteration 36Q: 3 clusters Score -7152244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -7152246.500000 Penalty: 5391.612305
	Iteration 37Q: 3 clusters Score -7152246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -7152244.500000 Penalty: 5391.612305
	Iteration 38Q: 3 clusters Score -7152244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -7152241.000000 Penalty: 5391.612305
	Iteration 39Q: 3 clusters Score -7152241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -7152251.500000 Penalty: 5391.612305
	Iteration 40F: 3 clusters Score -7152252 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -7152254.000000 Penalty: 5391.612305
	Iteration 41Q: 3 clusters Score -7152254 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -7152252.500000 Penalty: 5391.612305
	Iteration 42Q: 3 clusters Score -7152252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -7152266.000000 Penalty: 5391.612305
	Iteration 43Q: 3 clusters Score -7152266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -7152260.500000 Penalty: 5391.612305
	Iteration 44Q: 3 clusters Score -7152260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -7152255.500000 Penalty: 5391.612305
	Iteration 45Q: 3 clusters Score -7152256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -7152248.500000 Penalty: 5391.612305
	Iteration 46Q: 3 clusters Score -7152248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -7152256.500000 Penalty: 5391.612305
	Iteration 47Q: 3 clusters Score -7152256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -7152260.000000 Penalty: 5391.612305
	Iteration 48Q: 3 clusters Score -7152260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -7152268.500000 Penalty: 5391.612305
	Iteration 49Q: 3 clusters Score -7152268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -7152270.500000 Penalty: 5391.612305
	Iteration 50Q: 3 clusters Score -7152270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -7152281.500000 Penalty: 5391.612305
	Iteration 51Q: 3 clusters Score -7152282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -7152275.000000 Penalty: 5391.612305
	Iteration 52Q: 3 clusters Score -7152275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -7152263.500000 Penalty: 5391.612305
	Iteration 53Q: 3 clusters Score -7152264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -7152268.500000 Penalty: 5391.612305
	Iteration 54Q: 3 clusters Score -7152268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -7152270.000000 Penalty: 5391.612305
	Iteration 55Q: 3 clusters Score -7152270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -7152266.000000 Penalty: 5391.612305
	Iteration 56Q: 3 clusters Score -7152266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -7152262.500000 Penalty: 5391.612305
	Iteration 57Q: 3 clusters Score -7152262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -7152262.000000 Penalty: 5391.612305
	Iteration 58Q: 3 clusters Score -7152262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -7152256.500000 Penalty: 5391.612305
	Iteration 59Q: 3 clusters Score -7152256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -7152262.000000 Penalty: 5391.612305
	Iteration 60F: 3 clusters Score -7152262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -7152256.500000 Penalty: 5391.612305
	Iteration 61Q: 3 clusters Score -7152256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -7152250.500000 Penalty: 5391.612305
	Iteration 62Q: 3 clusters Score -7152250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -7152250.000000 Penalty: 5391.612305
	Iteration 63Q: 3 clusters Score -7152250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -7152251.000000 Penalty: 5391.612305
	Iteration 64Q: 3 clusters Score -7152251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -7152254.000000 Penalty: 5391.612305
	Iteration 65Q: 3 clusters Score -7152254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -7152248.000000 Penalty: 5391.612305
	Iteration 66Q: 3 clusters Score -7152248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -7152254.000000 Penalty: 5391.612305
	Iteration 67Q: 3 clusters Score -7152254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -7152244.000000 Penalty: 5391.612305
	Iteration 68Q: 3 clusters Score -7152244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -7152253.500000 Penalty: 5391.612305
	Iteration 69Q: 3 clusters Score -7152254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -7152257.500000 Penalty: 5391.612305
	Iteration 70Q: 3 clusters Score -7152258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -7152247.500000 Penalty: 5391.612305
	Iteration 71Q: 3 clusters Score -7152248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -7152251.000000 Penalty: 5391.612305
	Iteration 72Q: 3 clusters Score -7152251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -7152256.000000 Penalty: 5391.612305
	Iteration 73Q: 3 clusters Score -7152256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -7152252.000000 Penalty: 5391.612305
	Iteration 74Q: 3 clusters Score -7152252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -7152254.000000 Penalty: 5391.612305
	Iteration 75Q: 3 clusters Score -7152254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40281 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -7152252.500000 Penalty: 5391.612305
	Iteration 76Q: 3 clusters Score -7152252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -7152250.500000 Penalty: 5391.612305
	Iteration 77Q: 3 clusters Score -7152250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -7152248.000000 Penalty: 5391.612305
	Iteration 78Q: 3 clusters Score -7152248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -7152250.000000 Penalty: 5391.612305
	Iteration 79Q: 3 clusters Score -7152250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -7152253.000000 Penalty: 5391.612305
	Iteration 80F: 3 clusters Score -7152253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -7152249.000000 Penalty: 5391.612305
	Iteration 81Q: 3 clusters Score -7152249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -7152256.000000 Penalty: 5391.612305
	Iteration 82Q: 3 clusters Score -7152256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -7152256.500000 Penalty: 5391.612305
	Iteration 83Q: 3 clusters Score -7152256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -7152261.000000 Penalty: 5391.612305
	Iteration 84Q: 3 clusters Score -7152261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -7152253.000000 Penalty: 5391.612305
	Iteration 85Q: 3 clusters Score -7152253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -7152253.000000 Penalty: 5391.612305
	Iteration 86F: 3 clusters Score -7152253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Entering Unmasked Estep 
Score: -1228469.375000 Penalty: 2263.809082
	Iteration 0F: 2 clusters Score -1228469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1221274.000000 Penalty: 4527.618164
	Iteration 0F: 3 clusters Score -1221274 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1223506.500000 Penalty: 4527.618164
	Iteration 1F: 3 clusters Score -1223506 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1224174.375000 Penalty: 4527.618164
	Iteration 2F: 3 clusters Score -1224174 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1224990.375000 Penalty: 4527.618164
	Iteration 3F: 3 clusters Score -1224990 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1225904.250000 Penalty: 4527.618164
	Iteration 4F: 3 clusters Score -1225904 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1226688.125000 Penalty: 4527.618164
	Iteration 5F: 3 clusters Score -1226688 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1227224.250000 Penalty: 4527.618164
	Iteration 6F: 3 clusters Score -1227224 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1227653.875000 Penalty: 4527.618164
	Iteration 7Q: 3 clusters Score -1227654 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1228081.375000 Penalty: 4527.618164
	Iteration 8Q: 3 clusters Score -1228081 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1228446.500000 Penalty: 4527.618164
	Iteration 9Q: 3 clusters Score -1228446 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1228691.875000 Penalty: 4527.618164
	Iteration 10Q: 3 clusters Score -1228692 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1228850.750000 Penalty: 4527.618164
	Iteration 11Q: 3 clusters Score -1228851 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1228951.625000 Penalty: 4527.618164
	Iteration 12Q: 3 clusters Score -1228952 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1228995.500000 Penalty: 4527.618164
	Iteration 13Q: 3 clusters Score -1228996 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1229016.875000 Penalty: 4527.618164
	Iteration 14Q: 3 clusters Score -1229017 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1229027.875000 Penalty: 4527.618164
	Iteration 15Q: 3 clusters Score -1229028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1229033.000000 Penalty: 4527.618164
	Iteration 16Q: 3 clusters Score -1229033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1229041.000000 Penalty: 4527.618164
	Iteration 17Q: 3 clusters Score -1229041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1229039.000000 Penalty: 4527.618164
	Iteration 18Q: 3 clusters Score -1229039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1229040.875000 Penalty: 4527.618164
	Iteration 19Q: 3 clusters Score -1229041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1229044.000000 Penalty: 4527.618164
	Iteration 20F: 3 clusters Score -1229044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1229044.500000 Penalty: 4527.618164
	Iteration 21Q: 3 clusters Score -1229044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1229049.125000 Penalty: 4527.618164
	Iteration 22Q: 3 clusters Score -1229049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1229048.125000 Penalty: 4527.618164
	Iteration 23Q: 3 clusters Score -1229048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1229047.500000 Penalty: 4527.618164
	Iteration 24Q: 3 clusters Score -1229048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1229047.500000 Penalty: 4527.618164
	Iteration 25F: 3 clusters Score -1229048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107380 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 459 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 139721 members 
Mstep: Class 9 contains 52840 members 
Mstep: Class 10 contains 74678 members 
Mstep: Class 11 contains 21503 members 
Mstep: Class 12 contains 10865 members 
Mstep: Class 13 contains 2431 members 
Mstep: Class 14 contains 52585 members 
Mstep: Class 15 contains 3949 members 
Mstep: Class 16 contains 244983 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 48899 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30546 members 
Mstep: Class 21 contains 652 members 
Mstep: Class 22 contains 30260 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 4797 members 
Mstep: Class 25 contains 59307 members 
Mstep: Class 26 contains 5263 members 
Entering Unmasked Estep 
Score: -122204384.000000 Penalty: 88451.726562
Splitting cluster 15 changes total score from -122203944.000000 to -122204384.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (244983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244983 members 
Entering Unmasked Estep 
Score: -34190604.000000 Penalty: 3077.418213
	Iteration 0F: 2 clusters Score -3.41906e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122024 members 
Mstep: Class 2 contains 122959 members 
Entering Unmasked Estep 
Score: -34035088.000000 Penalty: 6154.836426
	Iteration 0F: 3 clusters Score -3.403509e+07 nChanged 118427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113525 members 
Mstep: Class 2 contains 131458 members 
Entering Unmasked Estep 
Score: -34105668.000000 Penalty: 6154.836426
	Iteration 1F: 3 clusters Score -3.410567e+07 nChanged 7805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107924 members 
Mstep: Class 2 contains 137059 members 
Entering Unmasked Estep 
Score: -34107820.000000 Penalty: 6154.836426
	Iteration 2Q: 3 clusters Score -3.410782e+07 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99121 members 
Mstep: Class 2 contains 145862 members 
Entering Unmasked Estep 
Score: -34112112.000000 Penalty: 6154.836426
	Iteration 3Q: 3 clusters Score -3.411211e+07 nChanged 14118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85741 members 
Mstep: Class 2 contains 159242 members 
Entering Unmasked Estep 
Score: -34119524.000000 Penalty: 6154.836426
	Iteration 4F: 3 clusters Score -3.411952e+07 nChanged 18364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67691 members 
Mstep: Class 2 contains 177292 members 
Entering Unmasked Estep 
Score: -34132080.000000 Penalty: 6154.836426
	Iteration 5F: 3 clusters Score -3.413208e+07 nChanged 21848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 198978 members 
Entering Unmasked Estep 
Score: -34150068.000000 Penalty: 6154.836426
	Iteration 6F: 3 clusters Score -3.415007e+07 nChanged 20471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 219381 members 
Entering Unmasked Estep 
Score: -34168600.000000 Penalty: 6154.836426
	Iteration 7F: 3 clusters Score -3.41686e+07 nChanged 14197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 233566 members 
Entering Unmasked Estep 
Score: -34180384.000000 Penalty: 6154.836426
	Iteration 8F: 3 clusters Score -3.418038e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 240548 members 
Entering Unmasked Estep 
Score: -34185752.000000 Penalty: 6154.836426
	Iteration 9Q: 3 clusters Score -3.418575e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 243295 members 
Entering Unmasked Estep 
Score: -34187356.000000 Penalty: 6154.836426
	Iteration 10Q: 3 clusters Score -3.418736e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 244169 members 
Entering Unmasked Estep 
Score: -34187712.000000 Penalty: 6154.836426
	Iteration 11Q: 3 clusters Score -3.418771e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 244459 members 
Entering Unmasked Estep 
Score: -34187860.000000 Penalty: 6154.836426
	Iteration 12Q: 3 clusters Score -3.418786e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 244556 members 
Entering Unmasked Estep 
Score: -34187940.000000 Penalty: 6154.836426
	Iteration 13Q: 3 clusters Score -3.418794e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 244605 members 
Entering Unmasked Estep 
Score: -34187996.000000 Penalty: 6154.836426
	Iteration 14Q: 3 clusters Score -3.4188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 244630 members 
Entering Unmasked Estep 
Score: -34188016.000000 Penalty: 6154.836426
	Iteration 15Q: 3 clusters Score -3.418802e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 244640 members 
Entering Unmasked Estep 
Score: -34188036.000000 Penalty: 6154.836426
	Iteration 16Q: 3 clusters Score -3.418804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 244649 members 
Entering Unmasked Estep 
Score: -34188048.000000 Penalty: 6154.836426
	Iteration 17Q: 3 clusters Score -3.418805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 244656 members 
Entering Unmasked Estep 
Score: -34188052.000000 Penalty: 6154.836426
	Iteration 18Q: 3 clusters Score -3.418805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 244659 members 
Entering Unmasked Estep 
Score: -34188052.000000 Penalty: 6154.836426
	Iteration 19Q: 3 clusters Score -3.418805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 244658 members 
Entering Unmasked Estep 
Score: -34188064.000000 Penalty: 6154.836426
	Iteration 20F: 3 clusters Score -3.418806e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 244659 members 
Entering Unmasked Estep 
Score: -34188060.000000 Penalty: 6154.836426
	Iteration 21Q: 3 clusters Score -3.418806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 244661 members 
Entering Unmasked Estep 
Score: -34188060.000000 Penalty: 6154.836426
	Iteration 22Q: 3 clusters Score -3.418806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 244658 members 
Entering Unmasked Estep 
Score: -34188060.000000 Penalty: 6154.836426
	Iteration 23Q: 3 clusters Score -3.418806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 244658 members 
Entering Unmasked Estep 
Score: -34188060.000000 Penalty: 6154.836426
	Iteration 24F: 3 clusters Score -3.418806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Entering Unmasked Estep 
Score: -439335.687500 Penalty: 1993.150391
	Iteration 0F: 2 clusters Score -439335.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -436012.250000 Penalty: 3986.300781
	Iteration 0F: 3 clusters Score -436012.2 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -436683.312500 Penalty: 3986.300781
	Iteration 1F: 3 clusters Score -436683.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -436841.000000 Penalty: 3986.300781
	Iteration 2F: 3 clusters Score -436841 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -436950.500000 Penalty: 3986.300781
	Iteration 3Q: 3 clusters Score -436950.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -437038.093750 Penalty: 3986.300781
	Iteration 4Q: 3 clusters Score -437038.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -437094.531250 Penalty: 3986.300781
	Iteration 5Q: 3 clusters Score -437094.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -437137.375000 Penalty: 3986.300781
	Iteration 6Q: 3 clusters Score -437137.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -437176.531250 Penalty: 3986.300781
	Iteration 7Q: 3 clusters Score -437176.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -437205.031250 Penalty: 3986.300781
	Iteration 8Q: 3 clusters Score -437205 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -437227.531250 Penalty: 3986.300781
	Iteration 9Q: 3 clusters Score -437227.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -437249.437500 Penalty: 3986.300781
	Iteration 10Q: 3 clusters Score -437249.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -437271.187500 Penalty: 3986.300781
	Iteration 11Q: 3 clusters Score -437271.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -437284.812500 Penalty: 3986.300781
	Iteration 12Q: 3 clusters Score -437284.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -437298.625000 Penalty: 3986.300781
	Iteration 13Q: 3 clusters Score -437298.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -437315.718750 Penalty: 3986.300781
	Iteration 14Q: 3 clusters Score -437315.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -437336.406250 Penalty: 3986.300781
	Iteration 15Q: 3 clusters Score -437336.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -437354.593750 Penalty: 3986.300781
	Iteration 16Q: 3 clusters Score -437354.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -437367.843750 Penalty: 3986.300781
	Iteration 17Q: 3 clusters Score -437367.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -437381.843750 Penalty: 3986.300781
	Iteration 18Q: 3 clusters Score -437381.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -437395.437500 Penalty: 3986.300781
	Iteration 19Q: 3 clusters Score -437395.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -437408.843750 Penalty: 3986.300781
	Iteration 20F: 3 clusters Score -437408.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -437420.562500 Penalty: 3986.300781
	Iteration 21Q: 3 clusters Score -437420.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -437429.500000 Penalty: 3986.300781
	Iteration 22Q: 3 clusters Score -437429.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -437439.968750 Penalty: 3986.300781
	Iteration 23Q: 3 clusters Score -437440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -437448.937500 Penalty: 3986.300781
	Iteration 24Q: 3 clusters Score -437448.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -437457.031250 Penalty: 3986.300781
	Iteration 25Q: 3 clusters Score -437457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -437460.593750 Penalty: 3986.300781
	Iteration 26Q: 3 clusters Score -437460.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -437467.937500 Penalty: 3986.300781
	Iteration 27Q: 3 clusters Score -437467.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -437476.000000 Penalty: 3986.300781
	Iteration 28Q: 3 clusters Score -437476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -437481.468750 Penalty: 3986.300781
	Iteration 29Q: 3 clusters Score -437481.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -437487.781250 Penalty: 3986.300781
	Iteration 30Q: 3 clusters Score -437487.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -437495.531250 Penalty: 3986.300781
	Iteration 31Q: 3 clusters Score -437495.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -437500.687500 Penalty: 3986.300781
	Iteration 32Q: 3 clusters Score -437500.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -437508.437500 Penalty: 3986.300781
	Iteration 33Q: 3 clusters Score -437508.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -437517.375000 Penalty: 3986.300781
	Iteration 34Q: 3 clusters Score -437517.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -437532.343750 Penalty: 3986.300781
	Iteration 35Q: 3 clusters Score -437532.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -437545.031250 Penalty: 3986.300781
	Iteration 36Q: 3 clusters Score -437545 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -437555.875000 Penalty: 3986.300781
	Iteration 37Q: 3 clusters Score -437555.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -437570.062500 Penalty: 3986.300781
	Iteration 38Q: 3 clusters Score -437570.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -437584.625000 Penalty: 3986.300781
	Iteration 39Q: 3 clusters Score -437584.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -437596.125000 Penalty: 3986.300781
	Iteration 40F: 3 clusters Score -437596.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -437599.625000 Penalty: 3986.300781
	Iteration 41Q: 3 clusters Score -437599.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -437607.281250 Penalty: 3986.300781
	Iteration 42Q: 3 clusters Score -437607.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -437614.062500 Penalty: 3986.300781
	Iteration 43Q: 3 clusters Score -437614.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -437621.093750 Penalty: 3986.300781
	Iteration 44Q: 3 clusters Score -437621.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -437626.187500 Penalty: 3986.300781
	Iteration 45Q: 3 clusters Score -437626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -437630.937500 Penalty: 3986.300781
	Iteration 46Q: 3 clusters Score -437630.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -437635.000000 Penalty: 3986.300781
	Iteration 47Q: 3 clusters Score -437635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -437642.093750 Penalty: 3986.300781
	Iteration 48Q: 3 clusters Score -437642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -437644.593750 Penalty: 3986.300781
	Iteration 49Q: 3 clusters Score -437644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -437647.625000 Penalty: 3986.300781
	Iteration 50Q: 3 clusters Score -437647.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -437652.781250 Penalty: 3986.300781
	Iteration 51Q: 3 clusters Score -437652.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -437659.000000 Penalty: 3986.300781
	Iteration 52Q: 3 clusters Score -437659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -437664.187500 Penalty: 3986.300781
	Iteration 53Q: 3 clusters Score -437664.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -437669.125000 Penalty: 3986.300781
	Iteration 54Q: 3 clusters Score -437669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -437671.156250 Penalty: 3986.300781
	Iteration 55Q: 3 clusters Score -437671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -437673.062500 Penalty: 3986.300781
	Iteration 56Q: 3 clusters Score -437673.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -437675.406250 Penalty: 3986.300781
	Iteration 57Q: 3 clusters Score -437675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -437675.812500 Penalty: 3986.300781
	Iteration 58Q: 3 clusters Score -437675.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -437676.750000 Penalty: 3986.300781
	Iteration 59Q: 3 clusters Score -437676.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -437678.343750 Penalty: 3986.300781
	Iteration 60F: 3 clusters Score -437678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -437678.562500 Penalty: 3986.300781
	Iteration 61Q: 3 clusters Score -437678.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -437678.562500 Penalty: 3986.300781
	Iteration 62F: 3 clusters Score -437678.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48899 members 
Entering Unmasked Estep 
Score: -6569567.500000 Penalty: 2677.782959
	Iteration 0F: 2 clusters Score -6569568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -6536481.500000 Penalty: 5355.565918
	Iteration 0F: 3 clusters Score -6536482 nChanged 22711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -6549015.500000 Penalty: 5355.565918
	Iteration 1F: 3 clusters Score -6549016 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -6549706.000000 Penalty: 5355.565918
	Iteration 2Q: 3 clusters Score -6549706 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -6550300.500000 Penalty: 5355.565918
	Iteration 3Q: 3 clusters Score -6550300 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -6550866.500000 Penalty: 5355.565918
	Iteration 4Q: 3 clusters Score -6550866 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -6551481.500000 Penalty: 5355.565918
	Iteration 5Q: 3 clusters Score -6551482 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -6552160.500000 Penalty: 5355.565918
	Iteration 6Q: 3 clusters Score -6552160 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -6552973.000000 Penalty: 5355.565918
	Iteration 7Q: 3 clusters Score -6552973 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -6553914.000000 Penalty: 5355.565918
	Iteration 8Q: 3 clusters Score -6553914 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -6555039.000000 Penalty: 5355.565918
	Iteration 9Q: 3 clusters Score -6555039 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -6556353.500000 Penalty: 5355.565918
	Iteration 10Q: 3 clusters Score -6556354 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -6557753.500000 Penalty: 5355.565918
	Iteration 11Q: 3 clusters Score -6557754 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -6559034.000000 Penalty: 5355.565918
	Iteration 12Q: 3 clusters Score -6559034 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -6560301.500000 Penalty: 5355.565918
	Iteration 13Q: 3 clusters Score -6560302 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -6561517.500000 Penalty: 5355.565918
	Iteration 14Q: 3 clusters Score -6561518 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -6562671.500000 Penalty: 5355.565918
	Iteration 15Q: 3 clusters Score -6562672 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -6563805.500000 Penalty: 5355.565918
	Iteration 16Q: 3 clusters Score -6563806 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -6564874.500000 Penalty: 5355.565918
	Iteration 17Q: 3 clusters Score -6564874 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -6565741.000000 Penalty: 5355.565918
	Iteration 18Q: 3 clusters Score -6565741 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -6566357.500000 Penalty: 5355.565918
	Iteration 19Q: 3 clusters Score -6566358 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
Score: -6566778.500000 Penalty: 5355.565918
	Iteration 20F: 3 clusters Score -6566778 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -6567000.500000 Penalty: 5355.565918
	Iteration 21Q: 3 clusters Score -6567000 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -6567189.000000 Penalty: 5355.565918
	Iteration 22Q: 3 clusters Score -6567189 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -6567284.000000 Penalty: 5355.565918
	Iteration 23Q: 3 clusters Score -6567284 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -6567345.500000 Penalty: 5355.565918
	Iteration 24Q: 3 clusters Score -6567346 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -6567390.000000 Penalty: 5355.565918
	Iteration 25Q: 3 clusters Score -6567390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -6567418.500000 Penalty: 5355.565918
	Iteration 26Q: 3 clusters Score -6567418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 47969 members 
Entering Unmasked Estep 
Score: -6567447.500000 Penalty: 5355.565918
	Iteration 27Q: 3 clusters Score -6567448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -6567477.500000 Penalty: 5355.565918
	Iteration 28Q: 3 clusters Score -6567478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -6567490.000000 Penalty: 5355.565918
	Iteration 29Q: 3 clusters Score -6567490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -6567499.000000 Penalty: 5355.565918
	Iteration 30Q: 3 clusters Score -6567499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 48063 members 
Entering Unmasked Estep 
Score: -6567507.500000 Penalty: 5355.565918
	Iteration 31Q: 3 clusters Score -6567508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -6567507.000000 Penalty: 5355.565918
	Iteration 32Q: 3 clusters Score -6567507 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -6567523.000000 Penalty: 5355.565918
	Iteration 33Q: 3 clusters Score -6567523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -6567528.000000 Penalty: 5355.565918
	Iteration 34Q: 3 clusters Score -6567528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -6567537.000000 Penalty: 5355.565918
	Iteration 35Q: 3 clusters Score -6567537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -6567532.000000 Penalty: 5355.565918
	Iteration 36Q: 3 clusters Score -6567532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 48108 members 
Entering Unmasked Estep 
Score: -6567536.000000 Penalty: 5355.565918
	Iteration 37Q: 3 clusters Score -6567536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -6567535.000000 Penalty: 5355.565918
	Iteration 38Q: 3 clusters Score -6567535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -6567535.500000 Penalty: 5355.565918
	Iteration 39Q: 3 clusters Score -6567536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 48116 members 
Entering Unmasked Estep 
Score: -6567539.000000 Penalty: 5355.565918
	Iteration 40F: 3 clusters Score -6567539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -6567543.000000 Penalty: 5355.565918
	Iteration 41Q: 3 clusters Score -6567543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -6567542.000000 Penalty: 5355.565918
	Iteration 42Q: 3 clusters Score -6567542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -6567546.000000 Penalty: 5355.565918
	Iteration 43Q: 3 clusters Score -6567546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -6567540.500000 Penalty: 5355.565918
	Iteration 44Q: 3 clusters Score -6567540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -6567546.500000 Penalty: 5355.565918
	Iteration 45Q: 3 clusters Score -6567546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -6567539.000000 Penalty: 5355.565918
	Iteration 46Q: 3 clusters Score -6567539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -6567543.000000 Penalty: 5355.565918
	Iteration 47Q: 3 clusters Score -6567543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -6567540.000000 Penalty: 5355.565918
	Iteration 48Q: 3 clusters Score -6567540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -6567541.500000 Penalty: 5355.565918
	Iteration 49Q: 3 clusters Score -6567542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -6567541.500000 Penalty: 5355.565918
	Iteration 50F: 3 clusters Score -6567542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -103870.476562 Penalty: 1661.781372
	Iteration 0F: 2 clusters Score -103870.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -102122.468750 Penalty: 3323.562744
	Iteration 0F: 3 clusters Score -102122.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102658.750000 Penalty: 3323.562744
	Iteration 1F: 3 clusters Score -102658.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -103109.101562 Penalty: 3323.562744
	Iteration 2F: 3 clusters Score -103109.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103749.179688 Penalty: 3323.562744
	Iteration 3F: 3 clusters Score -103749.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -104179.617188 Penalty: 3323.562744
	Iteration 4F: 3 clusters Score -104179.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104428.570312 Penalty: 3323.562744
	Iteration 5Q: 3 clusters Score -104428.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -104519.484375 Penalty: 3323.562744
	Iteration 6Q: 3 clusters Score -104519.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104570.945312 Penalty: 3323.562744
	Iteration 7Q: 3 clusters Score -104570.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -104637.460938 Penalty: 3323.562744
	Iteration 8Q: 3 clusters Score -104637.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -104667.187500 Penalty: 3323.562744
	Iteration 9Q: 3 clusters Score -104667.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104671.500000 Penalty: 3323.562744
	Iteration 10Q: 3 clusters Score -104671.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -104671.500000 Penalty: 3323.562744
	Iteration 11F: 3 clusters Score -104671.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107380 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 459 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 777 members 
Mstep: Class 8 contains 139721 members 
Mstep: Class 9 contains 52840 members 
Mstep: Class 10 contains 74678 members 
Mstep: Class 11 contains 21503 members 
Mstep: Class 12 contains 10865 members 
Mstep: Class 13 contains 2431 members 
Mstep: Class 14 contains 52585 members 
Mstep: Class 15 contains 3949 members 
Mstep: Class 16 contains 244983 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 48899 members 
Mstep: Class 19 contains 218 members 
Mstep: Class 20 contains 30546 members 
Mstep: Class 21 contains 652 members 
Mstep: Class 22 contains 30260 members 
Mstep: Class 23 contains 6218 members 
Mstep: Class 24 contains 4797 members 
Mstep: Class 25 contains 59307 members 
Mstep: Class 26 contains 5263 members 
Mstep: Class 27 contains 595 members 
Entering Unmasked Estep 
Score: -122203288.000000 Penalty: 91853.718750
Splitting cluster 19 changes total score from -122203944.000000 to -122203288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (30546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Entering Unmasked Estep 
Score: -4121749.000000 Penalty: 2561.093262
	Iteration 0F: 2 clusters Score -4121749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -4101028.250000 Penalty: 5122.186523
	Iteration 0F: 3 clusters Score -4101028 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -4108445.500000 Penalty: 5122.186523
	Iteration 1F: 3 clusters Score -4108446 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -4108864.500000 Penalty: 5122.186523
	Iteration 2Q: 3 clusters Score -4108864 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -4109207.000000 Penalty: 5122.186523
	Iteration 3Q: 3 clusters Score -4109207 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -4109490.250000 Penalty: 5122.186523
	Iteration 4Q: 3 clusters Score -4109490 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -4109743.500000 Penalty: 5122.186523
	Iteration 5Q: 3 clusters Score -4109744 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -4109973.000000 Penalty: 5122.186523
	Iteration 6Q: 3 clusters Score -4109973 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -4110223.250000 Penalty: 5122.186523
	Iteration 7Q: 3 clusters Score -4110223 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -4110502.750000 Penalty: 5122.186523
	Iteration 8Q: 3 clusters Score -4110503 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -4110857.250000 Penalty: 5122.186523
	Iteration 9Q: 3 clusters Score -4110857 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -4111278.250000 Penalty: 5122.186523
	Iteration 10Q: 3 clusters Score -4111278 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -4111786.500000 Penalty: 5122.186523
	Iteration 11Q: 3 clusters Score -4111786 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -4112462.250000 Penalty: 5122.186523
	Iteration 12Q: 3 clusters Score -4112462 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -4113218.000000 Penalty: 5122.186523
	Iteration 13Q: 3 clusters Score -4113218 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -4113876.500000 Penalty: 5122.186523
	Iteration 14Q: 3 clusters Score -4113876 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -4114304.750000 Penalty: 5122.186523
	Iteration 15Q: 3 clusters Score -4114305 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -4114503.000000 Penalty: 5122.186523
	Iteration 16Q: 3 clusters Score -4114503 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -4114592.250000 Penalty: 5122.186523
	Iteration 17Q: 3 clusters Score -4114592 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4114663.250000 Penalty: 5122.186523
	Iteration 18Q: 3 clusters Score -4114663 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -4114712.250000 Penalty: 5122.186523
	Iteration 19Q: 3 clusters Score -4114712 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -4114748.250000 Penalty: 5122.186523
	Iteration 20F: 3 clusters Score -4114748 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -4114790.000000 Penalty: 5122.186523
	Iteration 21Q: 3 clusters Score -4114790 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -4114812.750000 Penalty: 5122.186523
	Iteration 22Q: 3 clusters Score -4114813 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -4114848.000000 Penalty: 5122.186523
	Iteration 23Q: 3 clusters Score -4114848 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -4114897.750000 Penalty: 5122.186523
	Iteration 24Q: 3 clusters Score -4114898 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -4114969.500000 Penalty: 5122.186523
	Iteration 25Q: 3 clusters Score -4114970 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -4115016.000000 Penalty: 5122.186523
	Iteration 26Q: 3 clusters Score -4115016 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -4115051.750000 Penalty: 5122.186523
	Iteration 27Q: 3 clusters Score -4115052 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -4115122.500000 Penalty: 5122.186523
	Iteration 28Q: 3 clusters Score -4115122 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4115206.750000 Penalty: 5122.186523
	Iteration 29Q: 3 clusters Score -4115207 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -4115293.250000 Penalty: 5122.186523
	Iteration 30Q: 3 clusters Score -4115293 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4115379.500000 Penalty: 5122.186523
	Iteration 31Q: 3 clusters Score -4115380 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -4115491.750000 Penalty: 5122.186523
	Iteration 32Q: 3 clusters Score -4115492 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -4115626.500000 Penalty: 5122.186523
	Iteration 33Q: 3 clusters Score -4115626 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -4115767.250000 Penalty: 5122.186523
	Iteration 34Q: 3 clusters Score -4115767 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -4115893.000000 Penalty: 5122.186523
	Iteration 35Q: 3 clusters Score -4115893 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -4116054.000000 Penalty: 5122.186523
	Iteration 36Q: 3 clusters Score -4116054 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -4116230.250000 Penalty: 5122.186523
	Iteration 37Q: 3 clusters Score -4116230 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -4116396.000000 Penalty: 5122.186523
	Iteration 38Q: 3 clusters Score -4116396 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -4116596.000000 Penalty: 5122.186523
	Iteration 39Q: 3 clusters Score -4116596 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -4116793.500000 Penalty: 5122.186523
	Iteration 40F: 3 clusters Score -4116794 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -4117052.000000 Penalty: 5122.186523
	Iteration 41Q: 3 clusters Score -4117052 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -4117296.500000 Penalty: 5122.186523
	Iteration 42Q: 3 clusters Score -4117296 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -4117580.750000 Penalty: 5122.186523
	Iteration 43Q: 3 clusters Score -4117581 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -4117824.750000 Penalty: 5122.186523
	Iteration 44Q: 3 clusters Score -4117825 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -4118041.000000 Penalty: 5122.186523
	Iteration 45Q: 3 clusters Score -4118041 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -4118246.000000 Penalty: 5122.186523
	Iteration 46Q: 3 clusters Score -4118246 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -4118446.750000 Penalty: 5122.186523
	Iteration 47Q: 3 clusters Score -4118447 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -4118632.500000 Penalty: 5122.186523
	Iteration 48Q: 3 clusters Score -4118632 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4118792.000000 Penalty: 5122.186523
	Iteration 49Q: 3 clusters Score -4118792 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4118937.250000 Penalty: 5122.186523
	Iteration 50Q: 3 clusters Score -4118937 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4119067.000000 Penalty: 5122.186523
	Iteration 51Q: 3 clusters Score -4119067 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4119171.000000 Penalty: 5122.186523
	Iteration 52Q: 3 clusters Score -4119171 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -4119251.500000 Penalty: 5122.186523
	Iteration 53Q: 3 clusters Score -4119252 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4119322.500000 Penalty: 5122.186523
	Iteration 54Q: 3 clusters Score -4119322 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -4119362.500000 Penalty: 5122.186523
	Iteration 55Q: 3 clusters Score -4119362 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4119383.500000 Penalty: 5122.186523
	Iteration 56Q: 3 clusters Score -4119384 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4119412.500000 Penalty: 5122.186523
	Iteration 57Q: 3 clusters Score -4119412 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4119429.500000 Penalty: 5122.186523
	Iteration 58Q: 3 clusters Score -4119430 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -4119445.000000 Penalty: 5122.186523
	Iteration 59Q: 3 clusters Score -4119445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4119454.500000 Penalty: 5122.186523
	Iteration 60F: 3 clusters Score -4119454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -4119474.250000 Penalty: 5122.186523
	Iteration 61Q: 3 clusters Score -4119474 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4119484.750000 Penalty: 5122.186523
	Iteration 62Q: 3 clusters Score -4119485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4119494.250000 Penalty: 5122.186523
	Iteration 63Q: 3 clusters Score -4119494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -4119495.750000 Penalty: 5122.186523
	Iteration 64Q: 3 clusters Score -4119496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4119510.500000 Penalty: 5122.186523
	Iteration 65Q: 3 clusters Score -4119510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -4119506.750000 Penalty: 5122.186523
	Iteration 66Q: 3 clusters Score -4119507 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28480 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4119508.750000 Penalty: 5122.186523
	Iteration 67Q: 3 clusters Score -4119509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4119513.750000 Penalty: 5122.186523
	Iteration 68Q: 3 clusters Score -4119514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -4119520.250000 Penalty: 5122.186523
	Iteration 69Q: 3 clusters Score -4119520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4119518.250000 Penalty: 5122.186523
	Iteration 70Q: 3 clusters Score -4119518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4119524.750000 Penalty: 5122.186523
	Iteration 71Q: 3 clusters Score -4119525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4119530.000000 Penalty: 5122.186523
	Iteration 72Q: 3 clusters Score -4119530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -4119535.750000 Penalty: 5122.186523
	Iteration 73Q: 3 clusters Score -4119536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4119536.750000 Penalty: 5122.186523
	Iteration 74Q: 3 clusters Score -4119537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4119538.000000 Penalty: 5122.186523
	Iteration 75Q: 3 clusters Score -4119538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4119537.750000 Penalty: 5122.186523
	Iteration 76Q: 3 clusters Score -4119538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4119538.500000 Penalty: 5122.186523
	Iteration 77Q: 3 clusters Score -4119538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4119536.250000 Penalty: 5122.186523
	Iteration 78Q: 3 clusters Score -4119536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4119536.000000 Penalty: 5122.186523
	Iteration 79Q: 3 clusters Score -4119536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4119540.250000 Penalty: 5122.186523
	Iteration 80F: 3 clusters Score -4119540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -4119542.000000 Penalty: 5122.186523
	Iteration 81Q: 3 clusters Score -4119542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4119542.000000 Penalty: 5122.186523
	Iteration 82Q: 3 clusters Score -4119542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4119540.000000 Penalty: 5122.186523
	Iteration 83Q: 3 clusters Score -4119540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28552 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4119546.250000 Penalty: 5122.186523
	Iteration 84Q: 3 clusters Score -4119546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -4119547.500000 Penalty: 5122.186523
	Iteration 85Q: 3 clusters Score -4119548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28561 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4119550.250000 Penalty: 5122.186523
	Iteration 86Q: 3 clusters Score -4119550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4119546.000000 Penalty: 5122.186523
	Iteration 87Q: 3 clusters Score -4119546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4119542.750000 Penalty: 5122.186523
	Iteration 88Q: 3 clusters Score -4119543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4119554.750000 Penalty: 5122.186523
	Iteration 89Q: 3 clusters Score -4119555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -4119554.750000 Penalty: 5122.186523
	Iteration 90F: 3 clusters Score -4119555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 107380 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 459 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 8 contains 139721 members 
Mstep: Class 9 contains 52840 members 
Mstep: Class 10 contains 74678 members 
Mstep: Class 11 contains 21503 members 
Mstep: Class 12 contains 10865 members 
Mstep: Class 13 contains 2431 members 
Mstep: Class 14 contains 52585 members 
Mstep: Class 15 contains 3949 members 
Mstep: Class 16 contains 244983 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 48899 members 
Mstep: Class 19 contains 813 members 
Mstep: Class 20 contains 30546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122209880.000000 Penalty: 88451.726562
Iteration 39Q: 27 clusters Score -1.222099e+08 nChanged 14027
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 108159 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 462 members 
Mstep: Class 5 contains 543 members 
Mstep: Class 6 contains 3030 members 
Mstep: Class 7 contains 783 members 
Mstep: Class 8 contains 139062 members 
Mstep: Class 9 contains 52557 members 
Mstep: Class 10 contains 75466 members 
Mstep: Class 11 contains 21445 members 
Mstep: Class 12 contains 11422 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 52735 members 
Mstep: Class 15 contains 4404 members 
Mstep: Class 16 contains 245704 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 48867 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30800 members 
Mstep: Class 21 contains 701 members 
Mstep: Class 22 contains 29254 members 
Mstep: Class 23 contains 5788 members 
Mstep: Class 24 contains 4670 members 
Mstep: Class 25 contains 58022 members 
Mstep: Class 26 contains 5010 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 27 clusters Score -1.222147e+08 nChanged 12061
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 108419 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 548 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 786 members 
Mstep: Class 8 contains 138148 members 
Mstep: Class 9 contains 51966 members 
Mstep: Class 10 contains 76027 members 
Mstep: Class 11 contains 21663 members 
Mstep: Class 12 contains 11745 members 
Mstep: Class 13 contains 3292 members 
Mstep: Class 14 contains 52230 members 
Mstep: Class 15 contains 4795 members 
Mstep: Class 16 contains 245103 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 48576 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30826 members 
Mstep: Class 21 contains 876 members 
Mstep: Class 22 contains 29313 members 
Mstep: Class 23 contains 6410 members 
Mstep: Class 24 contains 4830 members 
Mstep: Class 25 contains 57685 members 
Mstep: Class 26 contains 5240 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 27 clusters Score -1.222185e+08 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 108760 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 547 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 137196 members 
Mstep: Class 9 contains 51508 members 
Mstep: Class 10 contains 76596 members 
Mstep: Class 11 contains 21990 members 
Mstep: Class 12 contains 11944 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 51797 members 
Mstep: Class 15 contains 5141 members 
Mstep: Class 16 contains 244822 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 48379 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30850 members 
Mstep: Class 21 contains 938 members 
Mstep: Class 22 contains 29362 members 
Mstep: Class 23 contains 6776 members 
Mstep: Class 24 contains 4923 members 
Mstep: Class 25 contains 57290 members 
Mstep: Class 26 contains 5441 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 27 clusters Score -1.222204e+08 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 109152 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 2548 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 136320 members 
Mstep: Class 9 contains 51105 members 
Mstep: Class 10 contains 77178 members 
Mstep: Class 11 contains 22300 members 
Mstep: Class 12 contains 12080 members 
Mstep: Class 13 contains 3808 members 
Mstep: Class 14 contains 51392 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 244619 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 48228 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30868 members 
Mstep: Class 21 contains 960 members 
Mstep: Class 22 contains 29374 members 
Mstep: Class 23 contains 7052 members 
Mstep: Class 24 contains 4977 members 
Mstep: Class 25 contains 56877 members 
Mstep: Class 26 contains 5639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122221856.000000 Penalty: 88451.726562
Iteration 43Q: 27 clusters Score -1.222219e+08 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 109541 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 543 members 
Mstep: Class 6 contains 2495 members 
Mstep: Class 7 contains 789 members 
Mstep: Class 8 contains 135455 members 
Mstep: Class 9 contains 50733 members 
Mstep: Class 10 contains 77754 members 
Mstep: Class 11 contains 22617 members 
Mstep: Class 12 contains 12146 members 
Mstep: Class 13 contains 3992 members 
Mstep: Class 14 contains 50990 members 
Mstep: Class 15 contains 5717 members 
Mstep: Class 16 contains 244578 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 48130 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30874 members 
Mstep: Class 21 contains 974 members 
Mstep: Class 22 contains 29350 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 5024 members 
Mstep: Class 25 contains 56464 members 
Mstep: Class 26 contains 5836 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 27 clusters Score -1.222229e+08 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 109966 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 541 members 
Mstep: Class 6 contains 2468 members 
Mstep: Class 7 contains 788 members 
Mstep: Class 8 contains 134673 members 
Mstep: Class 9 contains 50366 members 
Mstep: Class 10 contains 78273 members 
Mstep: Class 11 contains 22893 members 
Mstep: Class 12 contains 12189 members 
Mstep: Class 13 contains 4145 members 
Mstep: Class 14 contains 50589 members 
Mstep: Class 15 contains 5957 members 
Mstep: Class 16 contains 244554 members 
Mstep: Class 17 contains 3093 members 
Mstep: Class 18 contains 48039 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30890 members 
Mstep: Class 21 contains 985 members 
Mstep: Class 22 contains 29377 members 
Mstep: Class 23 contains 7419 members 
Mstep: Class 24 contains 5069 members 
Mstep: Class 25 contains 56052 members 
Mstep: Class 26 contains 6029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122222680.000000 Penalty: 88451.726562
Iteration 45Q: 27 clusters Score -1.222227e+08 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 110404 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 537 members 
Mstep: Class 6 contains 2451 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 133887 members 
Mstep: Class 9 contains 49962 members 
Mstep: Class 10 contains 78775 members 
Mstep: Class 11 contains 23197 members 
Mstep: Class 12 contains 12248 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 50207 members 
Mstep: Class 15 contains 6149 members 
Mstep: Class 16 contains 244641 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 47964 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30904 members 
Mstep: Class 21 contains 989 members 
Mstep: Class 22 contains 29373 members 
Mstep: Class 23 contains 7524 members 
Mstep: Class 24 contains 5103 members 
Mstep: Class 25 contains 55643 members 
Mstep: Class 26 contains 6213 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 27 clusters Score -1.222234e+08 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 110754 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 533 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 787 members 
Mstep: Class 8 contains 133117 members 
Mstep: Class 9 contains 49628 members 
Mstep: Class 10 contains 79296 members 
Mstep: Class 11 contains 23496 members 
Mstep: Class 12 contains 12308 members 
Mstep: Class 13 contains 4466 members 
Mstep: Class 14 contains 49820 members 
Mstep: Class 15 contains 6313 members 
Mstep: Class 16 contains 244751 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 47913 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30905 members 
Mstep: Class 21 contains 992 members 
Mstep: Class 22 contains 29355 members 
Mstep: Class 23 contains 7618 members 
Mstep: Class 24 contains 5128 members 
Mstep: Class 25 contains 55241 members 
Mstep: Class 26 contains 6401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122223592.000000 Penalty: 88451.726562
Iteration 47Q: 27 clusters Score -1.222236e+08 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 111042 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 532 members 
Mstep: Class 6 contains 2422 members 
Mstep: Class 7 contains 782 members 
Mstep: Class 8 contains 132351 members 
Mstep: Class 9 contains 49309 members 
Mstep: Class 10 contains 79822 members 
Mstep: Class 11 contains 23806 members 
Mstep: Class 12 contains 12360 members 
Mstep: Class 13 contains 4628 members 
Mstep: Class 14 contains 49465 members 
Mstep: Class 15 contains 6442 members 
Mstep: Class 16 contains 244907 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 47890 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30909 members 
Mstep: Class 21 contains 996 members 
Mstep: Class 22 contains 29333 members 
Mstep: Class 23 contains 7694 members 
Mstep: Class 24 contains 5156 members 
Mstep: Class 25 contains 54840 members 
Mstep: Class 26 contains 6565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122223640.000000 Penalty: 88451.726562
Iteration 48Q: 27 clusters Score -1.222236e+08 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 111305 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 531 members 
Mstep: Class 6 contains 2425 members 
Mstep: Class 7 contains 776 members 
Mstep: Class 8 contains 131618 members 
Mstep: Class 9 contains 49069 members 
Mstep: Class 10 contains 80328 members 
Mstep: Class 11 contains 24071 members 
Mstep: Class 12 contains 12392 members 
Mstep: Class 13 contains 4794 members 
Mstep: Class 14 contains 49167 members 
Mstep: Class 15 contains 6537 members 
Mstep: Class 16 contains 245030 members 
Mstep: Class 17 contains 3088 members 
Mstep: Class 18 contains 47865 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30908 members 
Mstep: Class 21 contains 998 members 
Mstep: Class 22 contains 29313 members 
Mstep: Class 23 contains 7756 members 
Mstep: Class 24 contains 5175 members 
Mstep: Class 25 contains 54451 members 
Mstep: Class 26 contains 6732 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 27 clusters Score -1.222246e+08 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 111516 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 2410 members 
Mstep: Class 7 contains 768 members 
Mstep: Class 8 contains 130881 members 
Mstep: Class 9 contains 48830 members 
Mstep: Class 10 contains 80782 members 
Mstep: Class 11 contains 24316 members 
Mstep: Class 12 contains 12438 members 
Mstep: Class 13 contains 4935 members 
Mstep: Class 14 contains 48886 members 
Mstep: Class 15 contains 6652 members 
Mstep: Class 16 contains 245235 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 47844 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30913 members 
Mstep: Class 21 contains 1001 members 
Mstep: Class 22 contains 29299 members 
Mstep: Class 23 contains 7805 members 
Mstep: Class 24 contains 5184 members 
Mstep: Class 25 contains 54109 members 
Mstep: Class 26 contains 6895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224784.000000 Penalty: 88451.726562
Iteration 50Q: 27 clusters Score -1.222248e+08 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 111739 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 2414 members 
Mstep: Class 7 contains 762 members 
Mstep: Class 8 contains 130138 members 
Mstep: Class 9 contains 48614 members 
Mstep: Class 10 contains 81230 members 
Mstep: Class 11 contains 24551 members 
Mstep: Class 12 contains 12483 members 
Mstep: Class 13 contains 5069 members 
Mstep: Class 14 contains 48585 members 
Mstep: Class 15 contains 6759 members 
Mstep: Class 16 contains 245468 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 47828 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30911 members 
Mstep: Class 21 contains 1003 members 
Mstep: Class 22 contains 29301 members 
Mstep: Class 23 contains 7837 members 
Mstep: Class 24 contains 5193 members 
Mstep: Class 25 contains 53745 members 
Mstep: Class 26 contains 7064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225296.000000 Penalty: 88451.726562
Iteration 51Q: 27 clusters Score -1.222253e+08 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 111940 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 755 members 
Mstep: Class 8 contains 129440 members 
Mstep: Class 9 contains 48434 members 
Mstep: Class 10 contains 81677 members 
Mstep: Class 11 contains 24782 members 
Mstep: Class 12 contains 12513 members 
Mstep: Class 13 contains 5209 members 
Mstep: Class 14 contains 48306 members 
Mstep: Class 15 contains 6864 members 
Mstep: Class 16 contains 245625 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 47801 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30914 members 
Mstep: Class 21 contains 1005 members 
Mstep: Class 22 contains 29296 members 
Mstep: Class 23 contains 7886 members 
Mstep: Class 24 contains 5198 members 
Mstep: Class 25 contains 53400 members 
Mstep: Class 26 contains 7218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225936.000000 Penalty: 88451.726562
Iteration 52Q: 27 clusters Score -1.222259e+08 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 112099 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 2411 members 
Mstep: Class 7 contains 752 members 
Mstep: Class 8 contains 128896 members 
Mstep: Class 9 contains 48275 members 
Mstep: Class 10 contains 82060 members 
Mstep: Class 11 contains 25011 members 
Mstep: Class 12 contains 12540 members 
Mstep: Class 13 contains 5345 members 
Mstep: Class 14 contains 48063 members 
Mstep: Class 15 contains 6969 members 
Mstep: Class 16 contains 245744 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 18 contains 47765 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30910 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 29322 members 
Mstep: Class 23 contains 7917 members 
Mstep: Class 24 contains 5199 members 
Mstep: Class 25 contains 53054 members 
Mstep: Class 26 contains 7328 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 27 clusters Score -1.22226e+08 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 112235 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 2415 members 
Mstep: Class 7 contains 746 members 
Mstep: Class 8 contains 128391 members 
Mstep: Class 9 contains 48121 members 
Mstep: Class 10 contains 82427 members 
Mstep: Class 11 contains 25208 members 
Mstep: Class 12 contains 12572 members 
Mstep: Class 13 contains 5458 members 
Mstep: Class 14 contains 47859 members 
Mstep: Class 15 contains 7050 members 
Mstep: Class 16 contains 245845 members 
Mstep: Class 17 contains 3091 members 
Mstep: Class 18 contains 47743 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30906 members 
Mstep: Class 21 contains 1035 members 
Mstep: Class 22 contains 29346 members 
Mstep: Class 23 contains 7942 members 
Mstep: Class 24 contains 5202 members 
Mstep: Class 25 contains 52738 members 
Mstep: Class 26 contains 7431 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 27 clusters Score -1.22226e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 112339 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 2412 members 
Mstep: Class 7 contains 741 members 
Mstep: Class 8 contains 127892 members 
Mstep: Class 9 contains 47972 members 
Mstep: Class 10 contains 82808 members 
Mstep: Class 11 contains 25433 members 
Mstep: Class 12 contains 12590 members 
Mstep: Class 13 contains 5569 members 
Mstep: Class 14 contains 47699 members 
Mstep: Class 15 contains 7127 members 
Mstep: Class 16 contains 245944 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 47728 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30916 members 
Mstep: Class 21 contains 1060 members 
Mstep: Class 22 contains 29353 members 
Mstep: Class 23 contains 7966 members 
Mstep: Class 24 contains 5210 members 
Mstep: Class 25 contains 52395 members 
Mstep: Class 26 contains 7515 members 
Entering Unmasked Estep 
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Iteration 55Q: 27 clusters Score -1.222259e+08 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 112445 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 738 members 
Mstep: Class 8 contains 127354 members 
Mstep: Class 9 contains 47830 members 
Mstep: Class 10 contains 83188 members 
Mstep: Class 11 contains 25674 members 
Mstep: Class 12 contains 12604 members 
Mstep: Class 13 contains 5675 members 
Mstep: Class 14 contains 47538 members 
Mstep: Class 15 contains 7225 members 
Mstep: Class 16 contains 246074 members 
Mstep: Class 17 contains 3088 members 
Mstep: Class 18 contains 47697 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30918 members 
Mstep: Class 21 contains 1069 members 
Mstep: Class 22 contains 29369 members 
Mstep: Class 23 contains 7989 members 
Mstep: Class 24 contains 5218 members 
Mstep: Class 25 contains 52075 members 
Mstep: Class 26 contains 7586 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 27 clusters Score -1.222264e+08 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 112520 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 126830 members 
Mstep: Class 9 contains 47697 members 
Mstep: Class 10 contains 83573 members 
Mstep: Class 11 contains 25907 members 
Mstep: Class 12 contains 12634 members 
Mstep: Class 13 contains 5789 members 
Mstep: Class 14 contains 47404 members 
Mstep: Class 15 contains 7309 members 
Mstep: Class 16 contains 246185 members 
Mstep: Class 17 contains 3088 members 
Mstep: Class 18 contains 47665 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30923 members 
Mstep: Class 21 contains 1078 members 
Mstep: Class 22 contains 29380 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 5226 members 
Mstep: Class 25 contains 51750 members 
Mstep: Class 26 contains 7647 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 27 clusters Score -1.222265e+08 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 112548 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 2392 members 
Mstep: Class 7 contains 736 members 
Mstep: Class 8 contains 126417 members 
Mstep: Class 9 contains 47564 members 
Mstep: Class 10 contains 83938 members 
Mstep: Class 11 contains 26091 members 
Mstep: Class 12 contains 12627 members 
Mstep: Class 13 contains 5894 members 
Mstep: Class 14 contains 47252 members 
Mstep: Class 15 contains 7390 members 
Mstep: Class 16 contains 246342 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 47647 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30940 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 29381 members 
Mstep: Class 23 contains 8040 members 
Mstep: Class 24 contains 5244 members 
Mstep: Class 25 contains 51440 members 
Mstep: Class 26 contains 7700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226632.000000 Penalty: 88451.726562
Iteration 58Q: 27 clusters Score -1.222266e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 112601 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 2387 members 
Mstep: Class 7 contains 735 members 
Mstep: Class 8 contains 126001 members 
Mstep: Class 9 contains 47472 members 
Mstep: Class 10 contains 84289 members 
Mstep: Class 11 contains 26273 members 
Mstep: Class 12 contains 12615 members 
Mstep: Class 13 contains 5998 members 
Mstep: Class 14 contains 47119 members 
Mstep: Class 15 contains 7454 members 
Mstep: Class 16 contains 246470 members 
Mstep: Class 17 contains 3088 members 
Mstep: Class 18 contains 47647 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30940 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 29375 members 
Mstep: Class 23 contains 8062 members 
Mstep: Class 24 contains 5259 members 
Mstep: Class 25 contains 51140 members 
Mstep: Class 26 contains 7746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226848.000000 Penalty: 88451.726562
Iteration 59Q: 27 clusters Score -1.222268e+08 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 112590 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 2389 members 
Mstep: Class 7 contains 734 members 
Mstep: Class 8 contains 125568 members 
Mstep: Class 9 contains 47378 members 
Mstep: Class 10 contains 84587 members 
Mstep: Class 11 contains 26449 members 
Mstep: Class 12 contains 12589 members 
Mstep: Class 13 contains 6093 members 
Mstep: Class 14 contains 47004 members 
Mstep: Class 15 contains 7513 members 
Mstep: Class 16 contains 246665 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 47640 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30946 members 
Mstep: Class 21 contains 1081 members 
Mstep: Class 22 contains 29381 members 
Mstep: Class 23 contains 8082 members 
Mstep: Class 24 contains 5284 members 
Mstep: Class 25 contains 50888 members 
Mstep: Class 26 contains 7801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226312.000000 Penalty: 88451.726562
Iteration 60F: 27 clusters Score -1.222263e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 112528 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 2393 members 
Mstep: Class 7 contains 727 members 
Mstep: Class 8 contains 125188 members 
Mstep: Class 9 contains 47305 members 
Mstep: Class 10 contains 84866 members 
Mstep: Class 11 contains 26632 members 
Mstep: Class 12 contains 12547 members 
Mstep: Class 13 contains 6212 members 
Mstep: Class 14 contains 46912 members 
Mstep: Class 15 contains 7556 members 
Mstep: Class 16 contains 246833 members 
Mstep: Class 17 contains 3085 members 
Mstep: Class 18 contains 47633 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30953 members 
Mstep: Class 21 contains 1082 members 
Mstep: Class 22 contains 29360 members 
Mstep: Class 23 contains 8106 members 
Mstep: Class 24 contains 5305 members 
Mstep: Class 25 contains 50655 members 
Mstep: Class 26 contains 7862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226752.000000 Penalty: 88451.726562
Iteration 61Q: 27 clusters Score -1.222268e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 112479 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 2392 members 
Mstep: Class 7 contains 718 members 
Mstep: Class 8 contains 124771 members 
Mstep: Class 9 contains 47219 members 
Mstep: Class 10 contains 85153 members 
Mstep: Class 11 contains 26819 members 
Mstep: Class 12 contains 12544 members 
Mstep: Class 13 contains 6317 members 
Mstep: Class 14 contains 46802 members 
Mstep: Class 15 contains 7601 members 
Mstep: Class 16 contains 246997 members 
Mstep: Class 17 contains 3084 members 
Mstep: Class 18 contains 47633 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30966 members 
Mstep: Class 21 contains 1083 members 
Mstep: Class 22 contains 29338 members 
Mstep: Class 23 contains 8130 members 
Mstep: Class 24 contains 5320 members 
Mstep: Class 25 contains 50433 members 
Mstep: Class 26 contains 7932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226936.000000 Penalty: 88451.726562
Iteration 62Q: 27 clusters Score -1.222269e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 112403 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 707 members 
Mstep: Class 8 contains 124358 members 
Mstep: Class 9 contains 47159 members 
Mstep: Class 10 contains 85446 members 
Mstep: Class 11 contains 26975 members 
Mstep: Class 12 contains 12555 members 
Mstep: Class 13 contains 6419 members 
Mstep: Class 14 contains 46709 members 
Mstep: Class 15 contains 7657 members 
Mstep: Class 16 contains 247179 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 47635 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30971 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 29346 members 
Mstep: Class 23 contains 8149 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 50218 members 
Mstep: Class 26 contains 7983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227416.000000 Penalty: 88451.726562
Iteration 63Q: 27 clusters Score -1.222274e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 112351 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 2329 members 
Mstep: Class 7 contains 695 members 
Mstep: Class 8 contains 123949 members 
Mstep: Class 9 contains 47115 members 
Mstep: Class 10 contains 85745 members 
Mstep: Class 11 contains 27131 members 
Mstep: Class 12 contains 12557 members 
Mstep: Class 13 contains 6525 members 
Mstep: Class 14 contains 46587 members 
Mstep: Class 15 contains 7713 members 
Mstep: Class 16 contains 247330 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 47636 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30977 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 29338 members 
Mstep: Class 23 contains 8175 members 
Mstep: Class 24 contains 5339 members 
Mstep: Class 25 contains 50017 members 
Mstep: Class 26 contains 8030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227520.000000 Penalty: 88451.726562
Iteration 64Q: 27 clusters Score -1.222275e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 112296 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 676 members 
Mstep: Class 8 contains 123597 members 
Mstep: Class 9 contains 47071 members 
Mstep: Class 10 contains 86001 members 
Mstep: Class 11 contains 27279 members 
Mstep: Class 12 contains 12565 members 
Mstep: Class 13 contains 6630 members 
Mstep: Class 14 contains 46483 members 
Mstep: Class 15 contains 7762 members 
Mstep: Class 16 contains 247470 members 
Mstep: Class 17 contains 3081 members 
Mstep: Class 18 contains 47638 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30989 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 29345 members 
Mstep: Class 23 contains 8205 members 
Mstep: Class 24 contains 5350 members 
Mstep: Class 25 contains 49794 members 
Mstep: Class 26 contains 8073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227624.000000 Penalty: 88451.726562
Iteration 65Q: 27 clusters Score -1.222276e+08 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 112250 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 643 members 
Mstep: Class 8 contains 123226 members 
Mstep: Class 9 contains 47010 members 
Mstep: Class 10 contains 86266 members 
Mstep: Class 11 contains 27430 members 
Mstep: Class 12 contains 12581 members 
Mstep: Class 13 contains 6731 members 
Mstep: Class 14 contains 46394 members 
Mstep: Class 15 contains 7801 members 
Mstep: Class 16 contains 247611 members 
Mstep: Class 17 contains 3080 members 
Mstep: Class 18 contains 47642 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 30998 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 29349 members 
Mstep: Class 23 contains 8229 members 
Mstep: Class 24 contains 5359 members 
Mstep: Class 25 contains 49580 members 
Mstep: Class 26 contains 8107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227704.000000 Penalty: 88451.726562
Iteration 66Q: 27 clusters Score -1.222277e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 112211 members 
Mstep: Class 3 contains 760 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 529 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 615 members 
Mstep: Class 8 contains 122830 members 
Mstep: Class 9 contains 46959 members 
Mstep: Class 10 contains 86542 members 
Mstep: Class 11 contains 27571 members 
Mstep: Class 12 contains 12595 members 
Mstep: Class 13 contains 6820 members 
Mstep: Class 14 contains 46296 members 
Mstep: Class 15 contains 7833 members 
Mstep: Class 16 contains 247746 members 
Mstep: Class 17 contains 3078 members 
Mstep: Class 18 contains 47643 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31011 members 
Mstep: Class 21 contains 1087 members 
Mstep: Class 22 contains 29363 members 
Mstep: Class 23 contains 8247 members 
Mstep: Class 24 contains 5369 members 
Mstep: Class 25 contains 49404 members 
Mstep: Class 26 contains 8147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228032.000000 Penalty: 88451.726562
Iteration 67Q: 27 clusters Score -1.22228e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 112153 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 531 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 605 members 
Mstep: Class 8 contains 122476 members 
Mstep: Class 9 contains 46902 members 
Mstep: Class 10 contains 86810 members 
Mstep: Class 11 contains 27742 members 
Mstep: Class 12 contains 12622 members 
Mstep: Class 13 contains 6900 members 
Mstep: Class 14 contains 46212 members 
Mstep: Class 15 contains 7850 members 
Mstep: Class 16 contains 247831 members 
Mstep: Class 17 contains 3078 members 
Mstep: Class 18 contains 47643 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31014 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 29382 members 
Mstep: Class 23 contains 8259 members 
Mstep: Class 24 contains 5372 members 
Mstep: Class 25 contains 49251 members 
Mstep: Class 26 contains 8190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228064.000000 Penalty: 88451.726562
Iteration 68Q: 27 clusters Score -1.222281e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 112135 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 534 members 
Mstep: Class 6 contains 2233 members 
Mstep: Class 7 contains 589 members 
Mstep: Class 8 contains 122084 members 
Mstep: Class 9 contains 46867 members 
Mstep: Class 10 contains 87068 members 
Mstep: Class 11 contains 27892 members 
Mstep: Class 12 contains 12626 members 
Mstep: Class 13 contains 6980 members 
Mstep: Class 14 contains 46128 members 
Mstep: Class 15 contains 7867 members 
Mstep: Class 16 contains 247964 members 
Mstep: Class 17 contains 3076 members 
Mstep: Class 18 contains 47647 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31013 members 
Mstep: Class 21 contains 1088 members 
Mstep: Class 22 contains 29396 members 
Mstep: Class 23 contains 8275 members 
Mstep: Class 24 contains 5381 members 
Mstep: Class 25 contains 49072 members 
Mstep: Class 26 contains 8234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228416.000000 Penalty: 88451.726562
Iteration 69Q: 27 clusters Score -1.222284e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 112113 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 121701 members 
Mstep: Class 9 contains 46817 members 
Mstep: Class 10 contains 87359 members 
Mstep: Class 11 contains 28072 members 
Mstep: Class 12 contains 12631 members 
Mstep: Class 13 contains 7063 members 
Mstep: Class 14 contains 46046 members 
Mstep: Class 15 contains 7882 members 
Mstep: Class 16 contains 248070 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 47655 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31027 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 29397 members 
Mstep: Class 23 contains 8294 members 
Mstep: Class 24 contains 5385 members 
Mstep: Class 25 contains 48856 members 
Mstep: Class 26 contains 8273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229000.000000 Penalty: 88451.726562
Iteration 70Q: 27 clusters Score -1.22229e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 112060 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 2222 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 121287 members 
Mstep: Class 9 contains 46784 members 
Mstep: Class 10 contains 87689 members 
Mstep: Class 11 contains 28247 members 
Mstep: Class 12 contains 12625 members 
Mstep: Class 13 contains 7137 members 
Mstep: Class 14 contains 45984 members 
Mstep: Class 15 contains 7888 members 
Mstep: Class 16 contains 248205 members 
Mstep: Class 17 contains 3073 members 
Mstep: Class 18 contains 47655 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31037 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 29405 members 
Mstep: Class 23 contains 8315 members 
Mstep: Class 24 contains 5390 members 
Mstep: Class 25 contains 48636 members 
Mstep: Class 26 contains 8295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228768.000000 Penalty: 88451.726562
Iteration 71Q: 27 clusters Score -1.222288e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 112011 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 539 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 120896 members 
Mstep: Class 9 contains 46748 members 
Mstep: Class 10 contains 87994 members 
Mstep: Class 11 contains 28419 members 
Mstep: Class 12 contains 12625 members 
Mstep: Class 13 contains 7220 members 
Mstep: Class 14 contains 45928 members 
Mstep: Class 15 contains 7896 members 
Mstep: Class 16 contains 248342 members 
Mstep: Class 17 contains 3072 members 
Mstep: Class 18 contains 47656 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31049 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 29412 members 
Mstep: Class 23 contains 8333 members 
Mstep: Class 24 contains 5395 members 
Mstep: Class 25 contains 48398 members 
Mstep: Class 26 contains 8318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228904.000000 Penalty: 88451.726562
Iteration 72Q: 27 clusters Score -1.222289e+08 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 111979 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 537 members 
Mstep: Class 6 contains 2222 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 120566 members 
Mstep: Class 9 contains 46718 members 
Mstep: Class 10 contains 88291 members 
Mstep: Class 11 contains 28585 members 
Mstep: Class 12 contains 12625 members 
Mstep: Class 13 contains 7307 members 
Mstep: Class 14 contains 45874 members 
Mstep: Class 15 contains 7904 members 
Mstep: Class 16 contains 248397 members 
Mstep: Class 17 contains 3071 members 
Mstep: Class 18 contains 47653 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31056 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 29418 members 
Mstep: Class 23 contains 8345 members 
Mstep: Class 24 contains 5398 members 
Mstep: Class 25 contains 48181 members 
Mstep: Class 26 contains 8341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228640.000000 Penalty: 88451.726562
Iteration 73Q: 27 clusters Score -1.222286e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 111902 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 120277 members 
Mstep: Class 9 contains 46689 members 
Mstep: Class 10 contains 88549 members 
Mstep: Class 11 contains 28718 members 
Mstep: Class 12 contains 12624 members 
Mstep: Class 13 contains 7379 members 
Mstep: Class 14 contains 45838 members 
Mstep: Class 15 contains 7915 members 
Mstep: Class 16 contains 248492 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 47650 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31068 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 29421 members 
Mstep: Class 23 contains 8354 members 
Mstep: Class 24 contains 5399 members 
Mstep: Class 25 contains 47994 members 
Mstep: Class 26 contains 8366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228464.000000 Penalty: 88451.726562
Iteration 74Q: 27 clusters Score -1.222285e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 111787 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 120021 members 
Mstep: Class 9 contains 46642 members 
Mstep: Class 10 contains 88835 members 
Mstep: Class 11 contains 28886 members 
Mstep: Class 12 contains 12638 members 
Mstep: Class 13 contains 7472 members 
Mstep: Class 14 contains 45784 members 
Mstep: Class 15 contains 7927 members 
Mstep: Class 16 contains 248566 members 
Mstep: Class 17 contains 3067 members 
Mstep: Class 18 contains 47652 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31078 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 29413 members 
Mstep: Class 23 contains 8355 members 
Mstep: Class 24 contains 5405 members 
Mstep: Class 25 contains 47790 members 
Mstep: Class 26 contains 8387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228440.000000 Penalty: 88451.726562
Iteration 75Q: 27 clusters Score -1.222284e+08 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 111686 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 2215 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 119762 members 
Mstep: Class 9 contains 46623 members 
Mstep: Class 10 contains 89126 members 
Mstep: Class 11 contains 29046 members 
Mstep: Class 12 contains 12651 members 
Mstep: Class 13 contains 7557 members 
Mstep: Class 14 contains 45719 members 
Mstep: Class 15 contains 7937 members 
Mstep: Class 16 contains 248623 members 
Mstep: Class 17 contains 3064 members 
Mstep: Class 18 contains 47652 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31082 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 29413 members 
Mstep: Class 23 contains 8361 members 
Mstep: Class 24 contains 5405 members 
Mstep: Class 25 contains 47590 members 
Mstep: Class 26 contains 8412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228264.000000 Penalty: 88451.726562
Iteration 76Q: 27 clusters Score -1.222283e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 111569 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 2210 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 119523 members 
Mstep: Class 9 contains 46624 members 
Mstep: Class 10 contains 89410 members 
Mstep: Class 11 contains 29196 members 
Mstep: Class 12 contains 12654 members 
Mstep: Class 13 contains 7653 members 
Mstep: Class 14 contains 45672 members 
Mstep: Class 15 contains 7946 members 
Mstep: Class 16 contains 248654 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 47647 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31084 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 29407 members 
Mstep: Class 23 contains 8370 members 
Mstep: Class 24 contains 5411 members 
Mstep: Class 25 contains 47395 members 
Mstep: Class 26 contains 8438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228528.000000 Penalty: 88451.726562
Iteration 77Q: 27 clusters Score -1.222285e+08 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 111459 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2204 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 119275 members 
Mstep: Class 9 contains 46616 members 
Mstep: Class 10 contains 89706 members 
Mstep: Class 11 contains 29344 members 
Mstep: Class 12 contains 12667 members 
Mstep: Class 13 contains 7724 members 
Mstep: Class 14 contains 45623 members 
Mstep: Class 15 contains 7952 members 
Mstep: Class 16 contains 248708 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 47646 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31092 members 
Mstep: Class 21 contains 1092 members 
Mstep: Class 22 contains 29409 members 
Mstep: Class 23 contains 8371 members 
Mstep: Class 24 contains 5415 members 
Mstep: Class 25 contains 47197 members 
Mstep: Class 26 contains 8452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228616.000000 Penalty: 88451.726562
Iteration 78Q: 27 clusters Score -1.222286e+08 nChanged 1490
Entering ConstructFrom: 
Score: -122228616.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -65180.160156 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -65180.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63804.769531 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -63804.77 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -64114.246094 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -64114.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -64287.914062 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -64287.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -64465.800781 Penalty: 3099.029297
	Iteration 3F: 3 clusters Score -64465.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -64702.468750 Penalty: 3099.029297
	Iteration 4F: 3 clusters Score -64702.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64771.558594 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -64771.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -64877.500000 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -64877.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64887.855469 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -64887.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64895.910156 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -64895.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -64904.171875 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -64904.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64906.769531 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -64906.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -64906.769531 Penalty: 3099.029297
	Iteration 11F: 3 clusters Score -64906.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (111354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111354 members 
Entering Unmasked Estep 
Score: -14879327.000000 Penalty: 2881.876465
	Iteration 0F: 2 clusters Score -1.487933e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55477 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -14804994.000000 Penalty: 5763.752930
	Iteration 0F: 3 clusters Score -1.480499e+07 nChanged 52611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52798 members 
Mstep: Class 2 contains 58556 members 
Entering Unmasked Estep 
Score: -14835296.000000 Penalty: 5763.752930
	Iteration 1F: 3 clusters Score -1.48353e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50410 members 
Mstep: Class 2 contains 60944 members 
Entering Unmasked Estep 
Score: -14837202.000000 Penalty: 5763.752930
	Iteration 2Q: 3 clusters Score -1.48372e+07 nChanged 5880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 64538 members 
Entering Unmasked Estep 
Score: -14840262.000000 Penalty: 5763.752930
	Iteration 3F: 3 clusters Score -1.484026e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 69636 members 
Entering Unmasked Estep 
Score: -14845288.000000 Penalty: 5763.752930
	Iteration 4F: 3 clusters Score -1.484529e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 75770 members 
Entering Unmasked Estep 
Score: -14851751.000000 Penalty: 5763.752930
	Iteration 5F: 3 clusters Score -1.485175e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 82050 members 
Entering Unmasked Estep 
Score: -14858301.000000 Penalty: 5763.752930
	Iteration 6F: 3 clusters Score -1.48583e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 87600 members 
Entering Unmasked Estep 
Score: -14863541.000000 Penalty: 5763.752930
	Iteration 7F: 3 clusters Score -1.486354e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 91976 members 
Entering Unmasked Estep 
Score: -14867369.000000 Penalty: 5763.752930
	Iteration 8Q: 3 clusters Score -1.486737e+07 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -14870109.000000 Penalty: 5763.752930
	Iteration 9Q: 3 clusters Score -1.487011e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -14871993.000000 Penalty: 5763.752930
	Iteration 10Q: 3 clusters Score -1.487199e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 100269 members 
Entering Unmasked Estep 
Score: -14873372.000000 Penalty: 5763.752930
	Iteration 11Q: 3 clusters Score -1.487337e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 101947 members 
Entering Unmasked Estep 
Score: -14874291.000000 Penalty: 5763.752930
	Iteration 12Q: 3 clusters Score -1.487429e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 103226 members 
Entering Unmasked Estep 
Score: -14874985.000000 Penalty: 5763.752930
	Iteration 13Q: 3 clusters Score -1.487498e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 104266 members 
Entering Unmasked Estep 
Score: -14875519.000000 Penalty: 5763.752930
	Iteration 14Q: 3 clusters Score -1.487552e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 105114 members 
Entering Unmasked Estep 
Score: -14875900.000000 Penalty: 5763.752930
	Iteration 15Q: 3 clusters Score -1.48759e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -14876211.000000 Penalty: 5763.752930
	Iteration 16Q: 3 clusters Score -1.487621e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 106331 members 
Entering Unmasked Estep 
Score: -14876394.000000 Penalty: 5763.752930
	Iteration 17Q: 3 clusters Score -1.487639e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 106798 members 
Entering Unmasked Estep 
Score: -14876540.000000 Penalty: 5763.752930
	Iteration 18Q: 3 clusters Score -1.487654e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 107206 members 
Entering Unmasked Estep 
Score: -14876671.000000 Penalty: 5763.752930
	Iteration 19Q: 3 clusters Score -1.487667e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 107546 members 
Entering Unmasked Estep 
Score: -14876841.000000 Penalty: 5763.752930
	Iteration 20F: 3 clusters Score -1.487684e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 107867 members 
Entering Unmasked Estep 
Score: -14876971.000000 Penalty: 5763.752930
	Iteration 21Q: 3 clusters Score -1.487697e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 108102 members 
Entering Unmasked Estep 
Score: -14877087.000000 Penalty: 5763.752930
	Iteration 22Q: 3 clusters Score -1.487709e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 108274 members 
Entering Unmasked Estep 
Score: -14877168.000000 Penalty: 5763.752930
	Iteration 23Q: 3 clusters Score -1.487717e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 108414 members 
Entering Unmasked Estep 
Score: -14877171.000000 Penalty: 5763.752930
	Iteration 24Q: 3 clusters Score -1.487717e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 108524 members 
Entering Unmasked Estep 
Score: -14877183.000000 Penalty: 5763.752930
	Iteration 25Q: 3 clusters Score -1.487718e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -14877226.000000 Penalty: 5763.752930
	Iteration 26Q: 3 clusters Score -1.487723e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 108717 members 
Entering Unmasked Estep 
Score: -14877238.000000 Penalty: 5763.752930
	Iteration 27Q: 3 clusters Score -1.487724e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 108808 members 
Entering Unmasked Estep 
Score: -14877269.000000 Penalty: 5763.752930
	Iteration 28Q: 3 clusters Score -1.487727e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 108877 members 
Entering Unmasked Estep 
Score: -14877281.000000 Penalty: 5763.752930
	Iteration 29Q: 3 clusters Score -1.487728e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 108940 members 
Entering Unmasked Estep 
Score: -14877294.000000 Penalty: 5763.752930
	Iteration 30Q: 3 clusters Score -1.487729e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 109010 members 
Entering Unmasked Estep 
Score: -14877294.000000 Penalty: 5763.752930
	Iteration 31Q: 3 clusters Score -1.487729e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 109073 members 
Entering Unmasked Estep 
Score: -14877329.000000 Penalty: 5763.752930
	Iteration 32Q: 3 clusters Score -1.487733e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 109124 members 
Entering Unmasked Estep 
Score: -14877333.000000 Penalty: 5763.752930
	Iteration 33Q: 3 clusters Score -1.487733e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 109172 members 
Entering Unmasked Estep 
Score: -14877369.000000 Penalty: 5763.752930
	Iteration 34Q: 3 clusters Score -1.487737e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 109203 members 
Entering Unmasked Estep 
Score: -14877372.000000 Penalty: 5763.752930
	Iteration 35Q: 3 clusters Score -1.487737e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 109226 members 
Entering Unmasked Estep 
Score: -14877381.000000 Penalty: 5763.752930
	Iteration 36Q: 3 clusters Score -1.487738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 109242 members 
Entering Unmasked Estep 
Score: -14877379.000000 Penalty: 5763.752930
	Iteration 37Q: 3 clusters Score -1.487738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 109261 members 
Entering Unmasked Estep 
Score: -14877369.000000 Penalty: 5763.752930
	Iteration 38Q: 3 clusters Score -1.487737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 109275 members 
Entering Unmasked Estep 
Score: -14877370.000000 Penalty: 5763.752930
	Iteration 39Q: 3 clusters Score -1.487737e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 109290 members 
Entering Unmasked Estep 
Score: -14877386.000000 Penalty: 5763.752930
	Iteration 40F: 3 clusters Score -1.487739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 109305 members 
Entering Unmasked Estep 
Score: -14877379.000000 Penalty: 5763.752930
	Iteration 41Q: 3 clusters Score -1.487738e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 109317 members 
Entering Unmasked Estep 
Score: -14877395.000000 Penalty: 5763.752930
	Iteration 42Q: 3 clusters Score -1.48774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 109335 members 
Entering Unmasked Estep 
Score: -14877387.000000 Penalty: 5763.752930
	Iteration 43Q: 3 clusters Score -1.487739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -14877383.000000 Penalty: 5763.752930
	Iteration 44Q: 3 clusters Score -1.487738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -14877400.000000 Penalty: 5763.752930
	Iteration 45Q: 3 clusters Score -1.48774e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 109390 members 
Entering Unmasked Estep 
Score: -14877401.000000 Penalty: 5763.752930
	Iteration 46Q: 3 clusters Score -1.48774e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 109407 members 
Entering Unmasked Estep 
Score: -14877389.000000 Penalty: 5763.752930
	Iteration 47Q: 3 clusters Score -1.487739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 109424 members 
Entering Unmasked Estep 
Score: -14877396.000000 Penalty: 5763.752930
	Iteration 48Q: 3 clusters Score -1.48774e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 109446 members 
Entering Unmasked Estep 
Score: -14877387.000000 Penalty: 5763.752930
	Iteration 49Q: 3 clusters Score -1.487739e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -14877392.000000 Penalty: 5763.752930
	Iteration 50Q: 3 clusters Score -1.487739e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 109481 members 
Entering Unmasked Estep 
Score: -14877402.000000 Penalty: 5763.752930
	Iteration 51Q: 3 clusters Score -1.48774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 109494 members 
Entering Unmasked Estep 
Score: -14877408.000000 Penalty: 5763.752930
	Iteration 52Q: 3 clusters Score -1.487741e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 109506 members 
Entering Unmasked Estep 
Score: -14877401.000000 Penalty: 5763.752930
	Iteration 53Q: 3 clusters Score -1.48774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 109514 members 
Entering Unmasked Estep 
Score: -14877399.000000 Penalty: 5763.752930
	Iteration 54Q: 3 clusters Score -1.48774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 109523 members 
Entering Unmasked Estep 
Score: -14877406.000000 Penalty: 5763.752930
	Iteration 55Q: 3 clusters Score -1.487741e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 109531 members 
Entering Unmasked Estep 
Score: -14877404.000000 Penalty: 5763.752930
	Iteration 56Q: 3 clusters Score -1.48774e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 109537 members 
Entering Unmasked Estep 
Score: -14877418.000000 Penalty: 5763.752930
	Iteration 57Q: 3 clusters Score -1.487742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 109543 members 
Entering Unmasked Estep 
Score: -14877414.000000 Penalty: 5763.752930
	Iteration 58Q: 3 clusters Score -1.487741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -14877411.000000 Penalty: 5763.752930
	Iteration 59Q: 3 clusters Score -1.487741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 109545 members 
Entering Unmasked Estep 
Score: -14877411.000000 Penalty: 5763.752930
	Iteration 60F: 3 clusters Score -1.487741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -98758.148438 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -98758.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97063.171875 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -97063.17 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -97549.656250 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -97549.66 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -98160.796875 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -98160.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -99003.007812 Penalty: 3288.819092
	Iteration 3F: 3 clusters Score -99003.01 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -99224.656250 Penalty: 3288.819092
	Iteration 4F: 3 clusters Score -99224.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -99285.171875 Penalty: 3288.819092
	Iteration 5Q: 3 clusters Score -99285.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -99295.218750 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -99295.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -99297.953125 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -99297.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -99297.953125 Penalty: 3288.819092
	Iteration 8F: 3 clusters Score -99297.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 111354 members 
Mstep: Class 3 contains 95 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 119055 members 
Mstep: Class 9 contains 46600 members 
Mstep: Class 10 contains 89966 members 
Mstep: Class 11 contains 29480 members 
Mstep: Class 12 contains 12667 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 45577 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 248770 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 47651 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31094 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 29410 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 5418 members 
Mstep: Class 25 contains 47017 members 
Mstep: Class 26 contains 8473 members 
Mstep: Class 27 contains 663 members 
Entering Unmasked Estep 
Score: -122227232.000000 Penalty: 91853.718750
Splitting cluster 3 changes total score from -122228616.000000 to -122227232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -63161.281250 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -63161.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61753.441406 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -61753.44 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -61994.800781 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -61994.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -62153.917969 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -62153.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62282.875000 Penalty: 3073.436279
	Iteration 3F: 3 clusters Score -62282.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -62336.316406 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -62336.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -62371.394531 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -62371.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -62402.035156 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -62402.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -62420.261719 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -62420.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -62424.714844 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -62424.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -62429.507812 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -62429.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -62430.406250 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -62430.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62432.402344 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -62432.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62439.585938 Penalty: 3073.436279
	Iteration 12Q: 3 clusters Score -62439.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62445.472656 Penalty: 3073.436279
	Iteration 13Q: 3 clusters Score -62445.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62445.472656 Penalty: 3073.436279
	Iteration 14F: 3 clusters Score -62445.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -62797.566406 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -62797.57 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 261 members 
Entering Unmasked Estep 
Score: -61438.222656 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61438.22 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62139.046875 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -62139.05 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -62829.484375 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62829.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -62973.183594 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -62973.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -63022.429688 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -63022.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -63057.054688 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -63057.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -63070.378906 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -63070.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63074.734375 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -63074.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63074.734375 Penalty: 3116.930664
	Iteration 8F: 3 clusters Score -63074.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 111354 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 121 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 119055 members 
Mstep: Class 9 contains 46600 members 
Mstep: Class 10 contains 89966 members 
Mstep: Class 11 contains 29480 members 
Mstep: Class 12 contains 12667 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 45577 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 248770 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 47651 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31094 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 29410 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 5418 members 
Mstep: Class 25 contains 47017 members 
Mstep: Class 26 contains 8473 members 
Mstep: Class 27 contains 415 members 
Entering Unmasked Estep 
Score: -122226600.000000 Penalty: 91853.718750
Splitting cluster 5 changes total score from -122228616.000000 to -122226600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Entering Unmasked Estep 
Score: -278472.968750 Penalty: 1908.998779
	Iteration 0F: 2 clusters Score -278473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -275784.000000 Penalty: 3817.997559
	Iteration 0F: 3 clusters Score -275784 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -276489.250000 Penalty: 3817.997559
	Iteration 1F: 3 clusters Score -276489.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -276679.218750 Penalty: 3817.997559
	Iteration 2F: 3 clusters Score -276679.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -276800.000000 Penalty: 3817.997559
	Iteration 3F: 3 clusters Score -276800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -276875.031250 Penalty: 3817.997559
	Iteration 4Q: 3 clusters Score -276875 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -276959.000000 Penalty: 3817.997559
	Iteration 5Q: 3 clusters Score -276959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -277048.031250 Penalty: 3817.997559
	Iteration 6Q: 3 clusters Score -277048 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -277119.625000 Penalty: 3817.997559
	Iteration 7Q: 3 clusters Score -277119.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -277188.968750 Penalty: 3817.997559
	Iteration 8Q: 3 clusters Score -277189 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -277235.968750 Penalty: 3817.997559
	Iteration 9Q: 3 clusters Score -277236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -277275.406250 Penalty: 3817.997559
	Iteration 10Q: 3 clusters Score -277275.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -277308.843750 Penalty: 3817.997559
	Iteration 11Q: 3 clusters Score -277308.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -277332.937500 Penalty: 3817.997559
	Iteration 12Q: 3 clusters Score -277332.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -277357.500000 Penalty: 3817.997559
	Iteration 13Q: 3 clusters Score -277357.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -277373.687500 Penalty: 3817.997559
	Iteration 14Q: 3 clusters Score -277373.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -277388.968750 Penalty: 3817.997559
	Iteration 15Q: 3 clusters Score -277389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -277399.437500 Penalty: 3817.997559
	Iteration 16Q: 3 clusters Score -277399.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -277407.218750 Penalty: 3817.997559
	Iteration 17Q: 3 clusters Score -277407.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -277415.312500 Penalty: 3817.997559
	Iteration 18Q: 3 clusters Score -277415.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -277425.281250 Penalty: 3817.997559
	Iteration 19Q: 3 clusters Score -277425.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -277435.593750 Penalty: 3817.997559
	Iteration 20F: 3 clusters Score -277435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -277441.125000 Penalty: 3817.997559
	Iteration 21Q: 3 clusters Score -277441.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -277445.750000 Penalty: 3817.997559
	Iteration 22Q: 3 clusters Score -277445.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -277450.593750 Penalty: 3817.997559
	Iteration 23Q: 3 clusters Score -277450.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -277458.156250 Penalty: 3817.997559
	Iteration 24Q: 3 clusters Score -277458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -277464.687500 Penalty: 3817.997559
	Iteration 25Q: 3 clusters Score -277464.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -277466.125000 Penalty: 3817.997559
	Iteration 26Q: 3 clusters Score -277466.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -277467.093750 Penalty: 3817.997559
	Iteration 27Q: 3 clusters Score -277467.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -277467.093750 Penalty: 3817.997559
	Iteration 28F: 3 clusters Score -277467.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -74412.328125 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -74412.33 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 285 members 
Entering Unmasked Estep 
Score: -73001.484375 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -73001.48 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73520.656250 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -73520.66 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -73858.523438 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -73858.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -74577.125000 Penalty: 3156.916504
	Iteration 3F: 3 clusters Score -74577.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -75582.898438 Penalty: 3156.916504
	Iteration 4F: 3 clusters Score -75582.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75706.500000 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -75706.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -75714.187500 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -75714.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -75714.187500 Penalty: 3156.916504
	Iteration 7F: 3 clusters Score -75714.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 111354 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 75 members 
Mstep: Class 8 contains 119055 members 
Mstep: Class 9 contains 46600 members 
Mstep: Class 10 contains 89966 members 
Mstep: Class 11 contains 29480 members 
Mstep: Class 12 contains 12667 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 45577 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 248770 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 47651 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31094 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 29410 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 5418 members 
Mstep: Class 25 contains 47017 members 
Mstep: Class 26 contains 8473 members 
Mstep: Class 27 contains 506 members 
Entering Unmasked Estep 
Score: -122227672.000000 Penalty: 91853.718750
Splitting cluster 7 changes total score from -122228616.000000 to -122227672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (119055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119055 members 
Entering Unmasked Estep 
Score: -16604156.000000 Penalty: 2898.460449
	Iteration 0F: 2 clusters Score -1.660416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 59644 members 
Entering Unmasked Estep 
Score: -16524184.000000 Penalty: 5796.920898
	Iteration 0F: 3 clusters Score -1.652418e+07 nChanged 56565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57152 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -16557086.000000 Penalty: 5796.920898
	Iteration 1F: 3 clusters Score -1.655709e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55513 members 
Mstep: Class 2 contains 63542 members 
Entering Unmasked Estep 
Score: -16558366.000000 Penalty: 5796.920898
	Iteration 2Q: 3 clusters Score -1.655837e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53053 members 
Mstep: Class 2 contains 66002 members 
Entering Unmasked Estep 
Score: -16559792.000000 Penalty: 5796.920898
	Iteration 3Q: 3 clusters Score -1.655979e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -16561604.000000 Penalty: 5796.920898
	Iteration 4Q: 3 clusters Score -1.65616e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 74652 members 
Entering Unmasked Estep 
Score: -16564654.000000 Penalty: 5796.920898
	Iteration 5F: 3 clusters Score -1.656465e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 81353 members 
Entering Unmasked Estep 
Score: -16569249.000000 Penalty: 5796.920898
	Iteration 6F: 3 clusters Score -1.656925e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -16575999.000000 Penalty: 5796.920898
	Iteration 7F: 3 clusters Score -1.6576e+07 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 98105 members 
Entering Unmasked Estep 
Score: -16583782.000000 Penalty: 5796.920898
	Iteration 8F: 3 clusters Score -1.658378e+07 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 105534 members 
Entering Unmasked Estep 
Score: -16590890.000000 Penalty: 5796.920898
	Iteration 9F: 3 clusters Score -1.659089e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 110673 members 
Entering Unmasked Estep 
Score: -16595684.000000 Penalty: 5796.920898
	Iteration 10Q: 3 clusters Score -1.659568e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 113719 members 
Entering Unmasked Estep 
Score: -16598382.000000 Penalty: 5796.920898
	Iteration 11Q: 3 clusters Score -1.659838e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 115465 members 
Entering Unmasked Estep 
Score: -16599932.000000 Penalty: 5796.920898
	Iteration 12Q: 3 clusters Score -1.659993e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 116393 members 
Entering Unmasked Estep 
Score: -16600681.000000 Penalty: 5796.920898
	Iteration 13Q: 3 clusters Score -1.660068e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -16601130.000000 Penalty: 5796.920898
	Iteration 14Q: 3 clusters Score -1.660113e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 117245 members 
Entering Unmasked Estep 
Score: -16601383.000000 Penalty: 5796.920898
	Iteration 15Q: 3 clusters Score -1.660138e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 117476 members 
Entering Unmasked Estep 
Score: -16601582.000000 Penalty: 5796.920898
	Iteration 16Q: 3 clusters Score -1.660158e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -16601713.000000 Penalty: 5796.920898
	Iteration 17Q: 3 clusters Score -1.660171e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 117724 members 
Entering Unmasked Estep 
Score: -16601771.000000 Penalty: 5796.920898
	Iteration 18Q: 3 clusters Score -1.660177e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 117804 members 
Entering Unmasked Estep 
Score: -16601866.000000 Penalty: 5796.920898
	Iteration 19Q: 3 clusters Score -1.660187e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 117868 members 
Entering Unmasked Estep 
Score: -16601915.000000 Penalty: 5796.920898
	Iteration 20F: 3 clusters Score -1.660192e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 117905 members 
Entering Unmasked Estep 
Score: -16601947.000000 Penalty: 5796.920898
	Iteration 21Q: 3 clusters Score -1.660195e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 117926 members 
Entering Unmasked Estep 
Score: -16601954.000000 Penalty: 5796.920898
	Iteration 22Q: 3 clusters Score -1.660195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 117940 members 
Entering Unmasked Estep 
Score: -16601974.000000 Penalty: 5796.920898
	Iteration 23Q: 3 clusters Score -1.660197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 117949 members 
Entering Unmasked Estep 
Score: -16601981.000000 Penalty: 5796.920898
	Iteration 24Q: 3 clusters Score -1.660198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 117954 members 
Entering Unmasked Estep 
Score: -16601978.000000 Penalty: 5796.920898
	Iteration 25Q: 3 clusters Score -1.660198e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 117961 members 
Entering Unmasked Estep 
Score: -16601982.000000 Penalty: 5796.920898
	Iteration 26Q: 3 clusters Score -1.660198e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 117963 members 
Entering Unmasked Estep 
Score: -16601987.000000 Penalty: 5796.920898
	Iteration 27Q: 3 clusters Score -1.660199e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 117964 members 
Entering Unmasked Estep 
Score: -16601981.000000 Penalty: 5796.920898
	Iteration 28Q: 3 clusters Score -1.660198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 117967 members 
Entering Unmasked Estep 
Score: -16601981.000000 Penalty: 5796.920898
	Iteration 29Q: 3 clusters Score -1.660198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 117969 members 
Entering Unmasked Estep 
Score: -16601981.000000 Penalty: 5796.920898
	Iteration 30Q: 3 clusters Score -1.660198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 117969 members 
Entering Unmasked Estep 
Score: -16601987.000000 Penalty: 5796.920898
	Iteration 31Q: 3 clusters Score -1.660199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 117970 members 
Entering Unmasked Estep 
Score: -16601985.000000 Penalty: 5796.920898
	Iteration 32Q: 3 clusters Score -1.660198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 117970 members 
Entering Unmasked Estep 
Score: -16601985.000000 Penalty: 5796.920898
	Iteration 33F: 3 clusters Score -1.660198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Entering Unmasked Estep 
Score: -6456171.500000 Penalty: 2665.840332
	Iteration 0F: 2 clusters Score -6456172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -6424626.500000 Penalty: 5331.680664
	Iteration 0F: 3 clusters Score -6424626 nChanged 21585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -6436582.500000 Penalty: 5331.680664
	Iteration 1F: 3 clusters Score -6436582 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -6437082.000000 Penalty: 5331.680664
	Iteration 2Q: 3 clusters Score -6437082 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -6437519.000000 Penalty: 5331.680664
	Iteration 3Q: 3 clusters Score -6437519 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -6438042.500000 Penalty: 5331.680664
	Iteration 4Q: 3 clusters Score -6438042 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -6438874.500000 Penalty: 5331.680664
	Iteration 5Q: 3 clusters Score -6438874 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -6440031.500000 Penalty: 5331.680664
	Iteration 6F: 3 clusters Score -6440032 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -6442006.500000 Penalty: 5331.680664
	Iteration 7F: 3 clusters Score -6442006 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -6444803.000000 Penalty: 5331.680664
	Iteration 8F: 3 clusters Score -6444803 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -6447817.500000 Penalty: 5331.680664
	Iteration 9F: 3 clusters Score -6447818 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -6450239.500000 Penalty: 5331.680664
	Iteration 10F: 3 clusters Score -6450240 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -6451850.000000 Penalty: 5331.680664
	Iteration 11Q: 3 clusters Score -6451850 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6452712.000000 Penalty: 5331.680664
	Iteration 12Q: 3 clusters Score -6452712 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6453215.500000 Penalty: 5331.680664
	Iteration 13Q: 3 clusters Score -6453216 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6453437.500000 Penalty: 5331.680664
	Iteration 14Q: 3 clusters Score -6453438 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -6453579.500000 Penalty: 5331.680664
	Iteration 15Q: 3 clusters Score -6453580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6453658.500000 Penalty: 5331.680664
	Iteration 16Q: 3 clusters Score -6453658 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6453713.000000 Penalty: 5331.680664
	Iteration 17Q: 3 clusters Score -6453713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6453751.500000 Penalty: 5331.680664
	Iteration 18Q: 3 clusters Score -6453752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6453768.000000 Penalty: 5331.680664
	Iteration 19Q: 3 clusters Score -6453768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6453769.500000 Penalty: 5331.680664
	Iteration 20F: 3 clusters Score -6453770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6453786.500000 Penalty: 5331.680664
	Iteration 21Q: 3 clusters Score -6453786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46274 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6453794.000000 Penalty: 5331.680664
	Iteration 22Q: 3 clusters Score -6453794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6453804.500000 Penalty: 5331.680664
	Iteration 23Q: 3 clusters Score -6453804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -6453810.500000 Penalty: 5331.680664
	Iteration 24Q: 3 clusters Score -6453810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6453822.000000 Penalty: 5331.680664
	Iteration 25Q: 3 clusters Score -6453822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6453822.000000 Penalty: 5331.680664
	Iteration 26F: 3 clusters Score -6453822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (89966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89966 members 
Entering Unmasked Estep 
Score: -12367565.000000 Penalty: 2828.982422
	Iteration 0F: 2 clusters Score -1.236756e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -12307468.000000 Penalty: 5657.964844
	Iteration 0F: 3 clusters Score -1.230747e+07 nChanged 42308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -12331172.000000 Penalty: 5657.964844
	Iteration 1F: 3 clusters Score -1.233117e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -12331826.000000 Penalty: 5657.964844
	Iteration 2Q: 3 clusters Score -1.233183e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -12332579.000000 Penalty: 5657.964844
	Iteration 3Q: 3 clusters Score -1.233258e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -12333619.000000 Penalty: 5657.964844
	Iteration 4Q: 3 clusters Score -1.233362e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -12335184.000000 Penalty: 5657.964844
	Iteration 5Q: 3 clusters Score -1.233518e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -12337333.000000 Penalty: 5657.964844
	Iteration 6Q: 3 clusters Score -1.233733e+07 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -12340368.000000 Penalty: 5657.964844
	Iteration 7F: 3 clusters Score -1.234037e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 51638 members 
Entering Unmasked Estep 
Score: -12343488.000000 Penalty: 5657.964844
	Iteration 8F: 3 clusters Score -1.234349e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 53984 members 
Entering Unmasked Estep 
Score: -12346555.000000 Penalty: 5657.964844
	Iteration 9F: 3 clusters Score -1.234656e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33663 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -12349285.000000 Penalty: 5657.964844
	Iteration 10F: 3 clusters Score -1.234928e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -12351501.000000 Penalty: 5657.964844
	Iteration 11Q: 3 clusters Score -1.23515e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -12353293.000000 Penalty: 5657.964844
	Iteration 12Q: 3 clusters Score -1.235329e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 62616 members 
Entering Unmasked Estep 
Score: -12354535.000000 Penalty: 5657.964844
	Iteration 13Q: 3 clusters Score -1.235454e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -12355507.000000 Penalty: 5657.964844
	Iteration 14Q: 3 clusters Score -1.235551e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 66046 members 
Entering Unmasked Estep 
Score: -12356296.000000 Penalty: 5657.964844
	Iteration 15Q: 3 clusters Score -1.23563e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 67758 members 
Entering Unmasked Estep 
Score: -12357048.000000 Penalty: 5657.964844
	Iteration 16Q: 3 clusters Score -1.235705e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -12357758.000000 Penalty: 5657.964844
	Iteration 17Q: 3 clusters Score -1.235776e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 71219 members 
Entering Unmasked Estep 
Score: -12358604.000000 Penalty: 5657.964844
	Iteration 18Q: 3 clusters Score -1.23586e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 72907 members 
Entering Unmasked Estep 
Score: -12359396.000000 Penalty: 5657.964844
	Iteration 19Q: 3 clusters Score -1.23594e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 74483 members 
Entering Unmasked Estep 
Score: -12360159.000000 Penalty: 5657.964844
	Iteration 20F: 3 clusters Score -1.236016e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 75936 members 
Entering Unmasked Estep 
Score: -12360787.000000 Penalty: 5657.964844
	Iteration 21Q: 3 clusters Score -1.236079e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -12361388.000000 Penalty: 5657.964844
	Iteration 22Q: 3 clusters Score -1.236139e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -12361941.000000 Penalty: 5657.964844
	Iteration 23Q: 3 clusters Score -1.236194e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 79612 members 
Entering Unmasked Estep 
Score: -12362401.000000 Penalty: 5657.964844
	Iteration 24Q: 3 clusters Score -1.23624e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 80600 members 
Entering Unmasked Estep 
Score: -12362838.000000 Penalty: 5657.964844
	Iteration 25Q: 3 clusters Score -1.236284e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 81501 members 
Entering Unmasked Estep 
Score: -12363212.000000 Penalty: 5657.964844
	Iteration 26Q: 3 clusters Score -1.236321e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 82305 members 
Entering Unmasked Estep 
Score: -12363575.000000 Penalty: 5657.964844
	Iteration 27Q: 3 clusters Score -1.236358e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -12363862.000000 Penalty: 5657.964844
	Iteration 28Q: 3 clusters Score -1.236386e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 83628 members 
Entering Unmasked Estep 
Score: -12364149.000000 Penalty: 5657.964844
	Iteration 29Q: 3 clusters Score -1.236415e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 84173 members 
Entering Unmasked Estep 
Score: -12364390.000000 Penalty: 5657.964844
	Iteration 30Q: 3 clusters Score -1.236439e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -12364566.000000 Penalty: 5657.964844
	Iteration 31Q: 3 clusters Score -1.236457e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 85108 members 
Entering Unmasked Estep 
Score: -12364768.000000 Penalty: 5657.964844
	Iteration 32Q: 3 clusters Score -1.236477e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 85460 members 
Entering Unmasked Estep 
Score: -12364939.000000 Penalty: 5657.964844
	Iteration 33Q: 3 clusters Score -1.236494e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 85753 members 
Entering Unmasked Estep 
Score: -12365031.000000 Penalty: 5657.964844
	Iteration 34Q: 3 clusters Score -1.236503e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 86007 members 
Entering Unmasked Estep 
Score: -12365096.000000 Penalty: 5657.964844
	Iteration 35Q: 3 clusters Score -1.23651e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -12365169.000000 Penalty: 5657.964844
	Iteration 36Q: 3 clusters Score -1.236517e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 86390 members 
Entering Unmasked Estep 
Score: -12365194.000000 Penalty: 5657.964844
	Iteration 37Q: 3 clusters Score -1.236519e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 86538 members 
Entering Unmasked Estep 
Score: -12365269.000000 Penalty: 5657.964844
	Iteration 38Q: 3 clusters Score -1.236527e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -12365322.000000 Penalty: 5657.964844
	Iteration 39Q: 3 clusters Score -1.236532e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -12365352.000000 Penalty: 5657.964844
	Iteration 40F: 3 clusters Score -1.236535e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -12365383.000000 Penalty: 5657.964844
	Iteration 41Q: 3 clusters Score -1.236538e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 86965 members 
Entering Unmasked Estep 
Score: -12365414.000000 Penalty: 5657.964844
	Iteration 42Q: 3 clusters Score -1.236541e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 87036 members 
Entering Unmasked Estep 
Score: -12365421.000000 Penalty: 5657.964844
	Iteration 43Q: 3 clusters Score -1.236542e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -12365428.000000 Penalty: 5657.964844
	Iteration 44Q: 3 clusters Score -1.236543e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -12365450.000000 Penalty: 5657.964844
	Iteration 45Q: 3 clusters Score -1.236545e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 87196 members 
Entering Unmasked Estep 
Score: -12365469.000000 Penalty: 5657.964844
	Iteration 46Q: 3 clusters Score -1.236547e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 87231 members 
Entering Unmasked Estep 
Score: -12365489.000000 Penalty: 5657.964844
	Iteration 47Q: 3 clusters Score -1.236549e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 87260 members 
Entering Unmasked Estep 
Score: -12365492.000000 Penalty: 5657.964844
	Iteration 48Q: 3 clusters Score -1.236549e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 87287 members 
Entering Unmasked Estep 
Score: -12365472.000000 Penalty: 5657.964844
	Iteration 49Q: 3 clusters Score -1.236547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
Score: -12365484.000000 Penalty: 5657.964844
	Iteration 50Q: 3 clusters Score -1.236548e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 87325 members 
Entering Unmasked Estep 
Score: -12365491.000000 Penalty: 5657.964844
	Iteration 51Q: 3 clusters Score -1.236549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 87340 members 
Entering Unmasked Estep 
Score: -12365486.000000 Penalty: 5657.964844
	Iteration 52Q: 3 clusters Score -1.236549e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 87353 members 
Entering Unmasked Estep 
Score: -12365493.000000 Penalty: 5657.964844
	Iteration 53Q: 3 clusters Score -1.236549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 87360 members 
Entering Unmasked Estep 
Score: -12365497.000000 Penalty: 5657.964844
	Iteration 54Q: 3 clusters Score -1.23655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 87364 members 
Entering Unmasked Estep 
Score: -12365493.000000 Penalty: 5657.964844
	Iteration 55Q: 3 clusters Score -1.236549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 87370 members 
Entering Unmasked Estep 
Score: -12365489.000000 Penalty: 5657.964844
	Iteration 56Q: 3 clusters Score -1.236549e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -12365486.000000 Penalty: 5657.964844
	Iteration 57Q: 3 clusters Score -1.236549e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 87392 members 
Entering Unmasked Estep 
Score: -12365499.000000 Penalty: 5657.964844
	Iteration 58Q: 3 clusters Score -1.23655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 87402 members 
Entering Unmasked Estep 
Score: -12365511.000000 Penalty: 5657.964844
	Iteration 59Q: 3 clusters Score -1.236551e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 87417 members 
Entering Unmasked Estep 
Score: -12365506.000000 Penalty: 5657.964844
	Iteration 60F: 3 clusters Score -1.236551e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 87432 members 
Entering Unmasked Estep 
Score: -12365506.000000 Penalty: 5657.964844
	Iteration 61Q: 3 clusters Score -1.236551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 87444 members 
Entering Unmasked Estep 
Score: -12365519.000000 Penalty: 5657.964844
	Iteration 62Q: 3 clusters Score -1.236552e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 87459 members 
Entering Unmasked Estep 
Score: -12365510.000000 Penalty: 5657.964844
	Iteration 63Q: 3 clusters Score -1.236551e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -12365522.000000 Penalty: 5657.964844
	Iteration 64Q: 3 clusters Score -1.236552e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 87483 members 
Entering Unmasked Estep 
Score: -12365530.000000 Penalty: 5657.964844
	Iteration 65Q: 3 clusters Score -1.236553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 87494 members 
Entering Unmasked Estep 
Score: -12365527.000000 Penalty: 5657.964844
	Iteration 66Q: 3 clusters Score -1.236553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 87499 members 
Entering Unmasked Estep 
Score: -12365520.000000 Penalty: 5657.964844
	Iteration 67Q: 3 clusters Score -1.236552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 87501 members 
Entering Unmasked Estep 
Score: -12365521.000000 Penalty: 5657.964844
	Iteration 68Q: 3 clusters Score -1.236552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -12365525.000000 Penalty: 5657.964844
	Iteration 69Q: 3 clusters Score -1.236552e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 87511 members 
Entering Unmasked Estep 
Score: -12365531.000000 Penalty: 5657.964844
	Iteration 70Q: 3 clusters Score -1.236553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -12365519.000000 Penalty: 5657.964844
	Iteration 71Q: 3 clusters Score -1.236552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 87524 members 
Entering Unmasked Estep 
Score: -12365511.000000 Penalty: 5657.964844
	Iteration 72Q: 3 clusters Score -1.236551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 87530 members 
Entering Unmasked Estep 
Score: -12365519.000000 Penalty: 5657.964844
	Iteration 73Q: 3 clusters Score -1.236552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 87534 members 
Entering Unmasked Estep 
Score: -12365526.000000 Penalty: 5657.964844
	Iteration 74Q: 3 clusters Score -1.236553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 87538 members 
Entering Unmasked Estep 
Score: -12365519.000000 Penalty: 5657.964844
	Iteration 75Q: 3 clusters Score -1.236552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
Score: -12365522.000000 Penalty: 5657.964844
	Iteration 76Q: 3 clusters Score -1.236552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
Score: -12365512.000000 Penalty: 5657.964844
	Iteration 77Q: 3 clusters Score -1.236551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 87558 members 
Entering Unmasked Estep 
Score: -12365509.000000 Penalty: 5657.964844
	Iteration 78Q: 3 clusters Score -1.236551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 87566 members 
Entering Unmasked Estep 
Score: -12365512.000000 Penalty: 5657.964844
	Iteration 79Q: 3 clusters Score -1.236551e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 87573 members 
Entering Unmasked Estep 
Score: -12365514.000000 Penalty: 5657.964844
	Iteration 80F: 3 clusters Score -1.236551e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -12365494.000000 Penalty: 5657.964844
	Iteration 81Q: 3 clusters Score -1.236549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 87587 members 
Entering Unmasked Estep 
Score: -12365500.000000 Penalty: 5657.964844
	Iteration 82Q: 3 clusters Score -1.23655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 87597 members 
Entering Unmasked Estep 
Score: -12365505.000000 Penalty: 5657.964844
	Iteration 83Q: 3 clusters Score -1.23655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 87613 members 
Entering Unmasked Estep 
Score: -12365506.000000 Penalty: 5657.964844
	Iteration 84Q: 3 clusters Score -1.236551e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 87629 members 
Entering Unmasked Estep 
Score: -12365538.000000 Penalty: 5657.964844
	Iteration 85Q: 3 clusters Score -1.236554e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -12365520.000000 Penalty: 5657.964844
	Iteration 86Q: 3 clusters Score -1.236552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -12365529.000000 Penalty: 5657.964844
	Iteration 87Q: 3 clusters Score -1.236553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -12365526.000000 Penalty: 5657.964844
	Iteration 88Q: 3 clusters Score -1.236553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 87684 members 
Entering Unmasked Estep 
Score: -12365533.000000 Penalty: 5657.964844
	Iteration 89Q: 3 clusters Score -1.236553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 87692 members 
Entering Unmasked Estep 
Score: -12365538.000000 Penalty: 5657.964844
	Iteration 90Q: 3 clusters Score -1.236554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
Score: -12365538.000000 Penalty: 5657.964844
	Iteration 91Q: 3 clusters Score -1.236554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 87700 members 
Entering Unmasked Estep 
Score: -12365544.000000 Penalty: 5657.964844
	Iteration 92Q: 3 clusters Score -1.236554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -12365539.000000 Penalty: 5657.964844
	Iteration 93Q: 3 clusters Score -1.236554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 87714 members 
Entering Unmasked Estep 
Score: -12365528.000000 Penalty: 5657.964844
	Iteration 94Q: 3 clusters Score -1.236553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 87722 members 
Entering Unmasked Estep 
Score: -12365534.000000 Penalty: 5657.964844
	Iteration 95Q: 3 clusters Score -1.236553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -12365547.000000 Penalty: 5657.964844
	Iteration 96Q: 3 clusters Score -1.236555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 87735 members 
Entering Unmasked Estep 
Score: -12365549.000000 Penalty: 5657.964844
	Iteration 97Q: 3 clusters Score -1.236555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -12365548.000000 Penalty: 5657.964844
	Iteration 98Q: 3 clusters Score -1.236555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 87739 members 
Entering Unmasked Estep 
Score: -12365553.000000 Penalty: 5657.964844
	Iteration 99Q: 3 clusters Score -1.236555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -12365548.000000 Penalty: 5657.964844
	Iteration 100F: 3 clusters Score -1.236555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -12365555.000000 Penalty: 5657.964844
	Iteration 101Q: 3 clusters Score -1.236556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -12365548.000000 Penalty: 5657.964844
	Iteration 102Q: 3 clusters Score -1.236555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 87754 members 
Entering Unmasked Estep 
Score: -12365556.000000 Penalty: 5657.964844
	Iteration 103Q: 3 clusters Score -1.236556e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 87755 members 
Entering Unmasked Estep 
Score: -12365554.000000 Penalty: 5657.964844
	Iteration 104Q: 3 clusters Score -1.236555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -12365549.000000 Penalty: 5657.964844
	Iteration 105Q: 3 clusters Score -1.236555e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -12365549.000000 Penalty: 5657.964844
	Iteration 106F: 3 clusters Score -1.236555e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (29480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Entering Unmasked Estep 
Score: -4109978.250000 Penalty: 2552.283936
	Iteration 0F: 2 clusters Score -4109978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -4089650.500000 Penalty: 5104.567871
	Iteration 0F: 3 clusters Score -4089650 nChanged 13288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -4096828.250000 Penalty: 5104.567871
	Iteration 1F: 3 clusters Score -4096828 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -4097280.000000 Penalty: 5104.567871
	Iteration 2Q: 3 clusters Score -4097280 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -4097705.250000 Penalty: 5104.567871
	Iteration 3Q: 3 clusters Score -4097705 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -4098083.750000 Penalty: 5104.567871
	Iteration 4Q: 3 clusters Score -4098084 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -4098435.000000 Penalty: 5104.567871
	Iteration 5Q: 3 clusters Score -4098435 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -4098859.500000 Penalty: 5104.567871
	Iteration 6Q: 3 clusters Score -4098860 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -4099389.750000 Penalty: 5104.567871
	Iteration 7Q: 3 clusters Score -4099390 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -4100027.500000 Penalty: 5104.567871
	Iteration 8Q: 3 clusters Score -4100028 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -4100868.750000 Penalty: 5104.567871
	Iteration 9Q: 3 clusters Score -4100869 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -4101836.000000 Penalty: 5104.567871
	Iteration 10F: 3 clusters Score -4101836 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -4102933.500000 Penalty: 5104.567871
	Iteration 11F: 3 clusters Score -4102934 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -4104130.250000 Penalty: 5104.567871
	Iteration 12Q: 3 clusters Score -4104130 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -4105286.750000 Penalty: 5104.567871
	Iteration 13Q: 3 clusters Score -4105287 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -4106274.000000 Penalty: 5104.567871
	Iteration 14Q: 3 clusters Score -4106274 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -4106956.750000 Penalty: 5104.567871
	Iteration 15Q: 3 clusters Score -4106957 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4107291.750000 Penalty: 5104.567871
	Iteration 16Q: 3 clusters Score -4107292 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -4107418.250000 Penalty: 5104.567871
	Iteration 17Q: 3 clusters Score -4107418 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -4107516.000000 Penalty: 5104.567871
	Iteration 18Q: 3 clusters Score -4107516 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27062 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -4107591.500000 Penalty: 5104.567871
	Iteration 19Q: 3 clusters Score -4107592 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -4107645.000000 Penalty: 5104.567871
	Iteration 20F: 3 clusters Score -4107645 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4107687.750000 Penalty: 5104.567871
	Iteration 21Q: 3 clusters Score -4107688 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4107717.750000 Penalty: 5104.567871
	Iteration 22Q: 3 clusters Score -4107718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27244 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -4107743.500000 Penalty: 5104.567871
	Iteration 23Q: 3 clusters Score -4107744 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4107774.750000 Penalty: 5104.567871
	Iteration 24Q: 3 clusters Score -4107775 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4107787.000000 Penalty: 5104.567871
	Iteration 25Q: 3 clusters Score -4107787 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4107788.500000 Penalty: 5104.567871
	Iteration 26Q: 3 clusters Score -4107788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4107803.000000 Penalty: 5104.567871
	Iteration 27Q: 3 clusters Score -4107803 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -4107820.750000 Penalty: 5104.567871
	Iteration 28Q: 3 clusters Score -4107821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4107819.500000 Penalty: 5104.567871
	Iteration 29Q: 3 clusters Score -4107820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27394 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4107824.250000 Penalty: 5104.567871
	Iteration 30Q: 3 clusters Score -4107824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4107835.250000 Penalty: 5104.567871
	Iteration 31Q: 3 clusters Score -4107835 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -4107839.750000 Penalty: 5104.567871
	Iteration 32Q: 3 clusters Score -4107840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4107849.500000 Penalty: 5104.567871
	Iteration 33Q: 3 clusters Score -4107850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4107846.250000 Penalty: 5104.567871
	Iteration 34Q: 3 clusters Score -4107846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -4107860.750000 Penalty: 5104.567871
	Iteration 35Q: 3 clusters Score -4107861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4107862.250000 Penalty: 5104.567871
	Iteration 36Q: 3 clusters Score -4107862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4107868.250000 Penalty: 5104.567871
	Iteration 37Q: 3 clusters Score -4107868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4107874.750000 Penalty: 5104.567871
	Iteration 38Q: 3 clusters Score -4107875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4107883.500000 Penalty: 5104.567871
	Iteration 39Q: 3 clusters Score -4107884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4107886.500000 Penalty: 5104.567871
	Iteration 40F: 3 clusters Score -4107886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -4107890.250000 Penalty: 5104.567871
	Iteration 41Q: 3 clusters Score -4107890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4107885.750000 Penalty: 5104.567871
	Iteration 42Q: 3 clusters Score -4107886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27518 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4107891.250000 Penalty: 5104.567871
	Iteration 43Q: 3 clusters Score -4107891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -4107894.500000 Penalty: 5104.567871
	Iteration 44Q: 3 clusters Score -4107894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4107896.250000 Penalty: 5104.567871
	Iteration 45Q: 3 clusters Score -4107896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -4107903.000000 Penalty: 5104.567871
	Iteration 46Q: 3 clusters Score -4107903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4107904.250000 Penalty: 5104.567871
	Iteration 47Q: 3 clusters Score -4107904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -4107906.000000 Penalty: 5104.567871
	Iteration 48Q: 3 clusters Score -4107906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -4107908.500000 Penalty: 5104.567871
	Iteration 49Q: 3 clusters Score -4107908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4107911.750000 Penalty: 5104.567871
	Iteration 50Q: 3 clusters Score -4107912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4107912.750000 Penalty: 5104.567871
	Iteration 51Q: 3 clusters Score -4107913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -4107914.500000 Penalty: 5104.567871
	Iteration 52Q: 3 clusters Score -4107914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4107920.750000 Penalty: 5104.567871
	Iteration 53Q: 3 clusters Score -4107921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4107920.750000 Penalty: 5104.567871
	Iteration 54Q: 3 clusters Score -4107921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4107921.500000 Penalty: 5104.567871
	Iteration 55Q: 3 clusters Score -4107922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4107920.250000 Penalty: 5104.567871
	Iteration 56Q: 3 clusters Score -4107920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4107920.250000 Penalty: 5104.567871
	Iteration 57F: 3 clusters Score -4107920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Entering Unmasked Estep 
Score: -1649642.250000 Penalty: 2342.795410
	Iteration 0F: 2 clusters Score -1649642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1640255.500000 Penalty: 4685.590820
	Iteration 0F: 3 clusters Score -1640256 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1643079.125000 Penalty: 4685.590820
	Iteration 1F: 3 clusters Score -1643079 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1643437.500000 Penalty: 4685.590820
	Iteration 2F: 3 clusters Score -1643438 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1643704.250000 Penalty: 4685.590820
	Iteration 3Q: 3 clusters Score -1643704 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1643939.250000 Penalty: 4685.590820
	Iteration 4Q: 3 clusters Score -1643939 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1644182.375000 Penalty: 4685.590820
	Iteration 5Q: 3 clusters Score -1644182 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1644462.625000 Penalty: 4685.590820
	Iteration 6Q: 3 clusters Score -1644463 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1644780.125000 Penalty: 4685.590820
	Iteration 7Q: 3 clusters Score -1644780 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1645158.500000 Penalty: 4685.590820
	Iteration 8Q: 3 clusters Score -1645158 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1645620.500000 Penalty: 4685.590820
	Iteration 9Q: 3 clusters Score -1645620 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1646133.625000 Penalty: 4685.590820
	Iteration 10Q: 3 clusters Score -1646134 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1646568.625000 Penalty: 4685.590820
	Iteration 11Q: 3 clusters Score -1646569 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1646942.625000 Penalty: 4685.590820
	Iteration 12Q: 3 clusters Score -1646943 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -1647184.000000 Penalty: 4685.590820
	Iteration 13Q: 3 clusters Score -1647184 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1647325.000000 Penalty: 4685.590820
	Iteration 14Q: 3 clusters Score -1647325 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -1647434.875000 Penalty: 4685.590820
	Iteration 15Q: 3 clusters Score -1647435 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1647481.250000 Penalty: 4685.590820
	Iteration 16Q: 3 clusters Score -1647481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1647506.750000 Penalty: 4685.590820
	Iteration 17Q: 3 clusters Score -1647507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1647526.375000 Penalty: 4685.590820
	Iteration 18Q: 3 clusters Score -1647526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1647535.250000 Penalty: 4685.590820
	Iteration 19Q: 3 clusters Score -1647535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -1647550.500000 Penalty: 4685.590820
	Iteration 20F: 3 clusters Score -1647550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1647562.125000 Penalty: 4685.590820
	Iteration 21Q: 3 clusters Score -1647562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -1647567.750000 Penalty: 4685.590820
	Iteration 22Q: 3 clusters Score -1647568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1647573.125000 Penalty: 4685.590820
	Iteration 23Q: 3 clusters Score -1647573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1647581.250000 Penalty: 4685.590820
	Iteration 24Q: 3 clusters Score -1647581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -1647585.875000 Penalty: 4685.590820
	Iteration 25Q: 3 clusters Score -1647586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1647588.500000 Penalty: 4685.590820
	Iteration 26Q: 3 clusters Score -1647588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1647589.000000 Penalty: 4685.590820
	Iteration 27Q: 3 clusters Score -1647589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1647591.250000 Penalty: 4685.590820
	Iteration 28Q: 3 clusters Score -1647591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1647591.250000 Penalty: 4685.590820
	Iteration 29F: 3 clusters Score -1647591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -1072732.375000 Penalty: 2222.259766
	Iteration 0F: 2 clusters Score -1072732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1066512.625000 Penalty: 4444.519531
	Iteration 0F: 3 clusters Score -1066513 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1068300.000000 Penalty: 4444.519531
	Iteration 1F: 3 clusters Score -1068300 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1068568.875000 Penalty: 4444.519531
	Iteration 2F: 3 clusters Score -1068569 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1068757.500000 Penalty: 4444.519531
	Iteration 3F: 3 clusters Score -1068758 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1068886.000000 Penalty: 4444.519531
	Iteration 4Q: 3 clusters Score -1068886 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1068994.375000 Penalty: 4444.519531
	Iteration 5Q: 3 clusters Score -1068994 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1069112.125000 Penalty: 4444.519531
	Iteration 6Q: 3 clusters Score -1069112 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1069271.125000 Penalty: 4444.519531
	Iteration 7Q: 3 clusters Score -1069271 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1069474.750000 Penalty: 4444.519531
	Iteration 8Q: 3 clusters Score -1069475 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1069778.875000 Penalty: 4444.519531
	Iteration 9Q: 3 clusters Score -1069779 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1070179.125000 Penalty: 4444.519531
	Iteration 10F: 3 clusters Score -1070179 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1070561.875000 Penalty: 4444.519531
	Iteration 11F: 3 clusters Score -1070562 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1070885.875000 Penalty: 4444.519531
	Iteration 12Q: 3 clusters Score -1070886 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1071099.000000 Penalty: 4444.519531
	Iteration 13Q: 3 clusters Score -1071099 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1071226.500000 Penalty: 4444.519531
	Iteration 14Q: 3 clusters Score -1071226 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1071307.875000 Penalty: 4444.519531
	Iteration 15Q: 3 clusters Score -1071308 nChanged 126
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: -1071372.500000 Penalty: 4444.519531
	Iteration 16Q: 3 clusters Score -1071372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1071420.625000 Penalty: 4444.519531
	Iteration 17Q: 3 clusters Score -1071421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1071463.250000 Penalty: 4444.519531
	Iteration 18Q: 3 clusters Score -1071463 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1071517.375000 Penalty: 4444.519531
	Iteration 19Q: 3 clusters Score -1071517 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1071585.500000 Penalty: 4444.519531
	Iteration 20F: 3 clusters Score -1071586 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1071656.250000 Penalty: 4444.519531
	Iteration 21Q: 3 clusters Score -1071656 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1071718.375000 Penalty: 4444.519531
	Iteration 22Q: 3 clusters Score -1071718 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1071776.250000 Penalty: 4444.519531
	Iteration 23Q: 3 clusters Score -1071776 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1071817.375000 Penalty: 4444.519531
	Iteration 24Q: 3 clusters Score -1071817 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1071845.250000 Penalty: 4444.519531
	Iteration 25Q: 3 clusters Score -1071845 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1071868.875000 Penalty: 4444.519531
	Iteration 26Q: 3 clusters Score -1071869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1071888.875000 Penalty: 4444.519531
	Iteration 27Q: 3 clusters Score -1071889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1071897.250000 Penalty: 4444.519531
	Iteration 28Q: 3 clusters Score -1071897 nChanged 25
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: -1071904.500000 Penalty: 4444.519531
	Iteration 29Q: 3 clusters Score -1071904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1071911.250000 Penalty: 4444.519531
	Iteration 30Q: 3 clusters Score -1071911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1071918.125000 Penalty: 4444.519531
	Iteration 31Q: 3 clusters Score -1071918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1071923.625000 Penalty: 4444.519531
	Iteration 32Q: 3 clusters Score -1071924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1071929.500000 Penalty: 4444.519531
	Iteration 33Q: 3 clusters Score -1071930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1071930.875000 Penalty: 4444.519531
	Iteration 34Q: 3 clusters Score -1071931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1071934.000000 Penalty: 4444.519531
	Iteration 35Q: 3 clusters Score -1071934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1071934.875000 Penalty: 4444.519531
	Iteration 36Q: 3 clusters Score -1071935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1071937.250000 Penalty: 4444.519531
	Iteration 37Q: 3 clusters Score -1071937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1071937.750000 Penalty: 4444.519531
	Iteration 38Q: 3 clusters Score -1071938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1071936.875000 Penalty: 4444.519531
	Iteration 39Q: 3 clusters Score -1071937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1071936.875000 Penalty: 4444.519531
	Iteration 40F: 3 clusters Score -1071937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Entering Unmasked Estep 
Score: -6210988.500000 Penalty: 2660.335205
	Iteration 0F: 2 clusters Score -6210988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -6180221.500000 Penalty: 5320.670410
	Iteration 0F: 3 clusters Score -6180222 nChanged 21022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -6191979.500000 Penalty: 5320.670410
	Iteration 1F: 3 clusters Score -6191980 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -6192782.500000 Penalty: 5320.670410
	Iteration 2Q: 3 clusters Score -6192782 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -6193768.000000 Penalty: 5320.670410
	Iteration 3Q: 3 clusters Score -6193768 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -6194820.500000 Penalty: 5320.670410
	Iteration 4F: 3 clusters Score -6194820 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -6196032.000000 Penalty: 5320.670410
	Iteration 5F: 3 clusters Score -6196032 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -6197450.500000 Penalty: 5320.670410
	Iteration 6F: 3 clusters Score -6197450 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -6198969.500000 Penalty: 5320.670410
	Iteration 7F: 3 clusters Score -6198970 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -6200547.500000 Penalty: 5320.670410
	Iteration 8F: 3 clusters Score -6200548 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -6201838.500000 Penalty: 5320.670410
	Iteration 9F: 3 clusters Score -6201838 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -6202932.500000 Penalty: 5320.670410
	Iteration 10Q: 3 clusters Score -6202932 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -6203732.000000 Penalty: 5320.670410
	Iteration 11Q: 3 clusters Score -6203732 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -6204332.000000 Penalty: 5320.670410
	Iteration 12Q: 3 clusters Score -6204332 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -6204805.500000 Penalty: 5320.670410
	Iteration 13Q: 3 clusters Score -6204806 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -6205169.000000 Penalty: 5320.670410
	Iteration 14Q: 3 clusters Score -6205169 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -6205553.500000 Penalty: 5320.670410
	Iteration 15Q: 3 clusters Score -6205554 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -6205919.000000 Penalty: 5320.670410
	Iteration 16Q: 3 clusters Score -6205919 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -6206273.500000 Penalty: 5320.670410
	Iteration 17Q: 3 clusters Score -6206274 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -6206637.500000 Penalty: 5320.670410
	Iteration 18Q: 3 clusters Score -6206638 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -6206995.000000 Penalty: 5320.670410
	Iteration 19Q: 3 clusters Score -6206995 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -6207252.500000 Penalty: 5320.670410
	Iteration 20F: 3 clusters Score -6207252 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -6207500.500000 Penalty: 5320.670410
	Iteration 21Q: 3 clusters Score -6207500 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -6207707.500000 Penalty: 5320.670410
	Iteration 22Q: 3 clusters Score -6207708 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -6207878.500000 Penalty: 5320.670410
	Iteration 23Q: 3 clusters Score -6207878 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -6208035.500000 Penalty: 5320.670410
	Iteration 24Q: 3 clusters Score -6208036 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -6208204.000000 Penalty: 5320.670410
	Iteration 25Q: 3 clusters Score -6208204 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -6208328.000000 Penalty: 5320.670410
	Iteration 26Q: 3 clusters Score -6208328 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -6208410.000000 Penalty: 5320.670410
	Iteration 27Q: 3 clusters Score -6208410 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -6208507.500000 Penalty: 5320.670410
	Iteration 28Q: 3 clusters Score -6208508 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -6208591.500000 Penalty: 5320.670410
	Iteration 29Q: 3 clusters Score -6208592 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -6208660.500000 Penalty: 5320.670410
	Iteration 30Q: 3 clusters Score -6208660 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -6208712.500000 Penalty: 5320.670410
	Iteration 31Q: 3 clusters Score -6208712 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -6208776.500000 Penalty: 5320.670410
	Iteration 32Q: 3 clusters Score -6208776 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -6208822.500000 Penalty: 5320.670410
	Iteration 33Q: 3 clusters Score -6208822 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -6208876.000000 Penalty: 5320.670410
	Iteration 34Q: 3 clusters Score -6208876 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -6208918.000000 Penalty: 5320.670410
	Iteration 35Q: 3 clusters Score -6208918 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -6208949.500000 Penalty: 5320.670410
	Iteration 36Q: 3 clusters Score -6208950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -6208977.500000 Penalty: 5320.670410
	Iteration 37Q: 3 clusters Score -6208978 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -6209022.000000 Penalty: 5320.670410
	Iteration 38Q: 3 clusters Score -6209022 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -6209046.000000 Penalty: 5320.670410
	Iteration 39Q: 3 clusters Score -6209046 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -6209050.000000 Penalty: 5320.670410
	Iteration 40F: 3 clusters Score -6209050 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -6209060.500000 Penalty: 5320.670410
	Iteration 41Q: 3 clusters Score -6209060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -6209093.500000 Penalty: 5320.670410
	Iteration 42Q: 3 clusters Score -6209094 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -6209115.000000 Penalty: 5320.670410
	Iteration 43Q: 3 clusters Score -6209115 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -6209126.000000 Penalty: 5320.670410
	Iteration 44Q: 3 clusters Score -6209126 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -6209135.000000 Penalty: 5320.670410
	Iteration 45Q: 3 clusters Score -6209135 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -6209151.000000 Penalty: 5320.670410
	Iteration 46Q: 3 clusters Score -6209151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -6209164.500000 Penalty: 5320.670410
	Iteration 47Q: 3 clusters Score -6209164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -6209169.500000 Penalty: 5320.670410
	Iteration 48Q: 3 clusters Score -6209170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -6209164.000000 Penalty: 5320.670410
	Iteration 49Q: 3 clusters Score -6209164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -6209162.000000 Penalty: 5320.670410
	Iteration 50Q: 3 clusters Score -6209162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -6209175.000000 Penalty: 5320.670410
	Iteration 51Q: 3 clusters Score -6209175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -6209178.000000 Penalty: 5320.670410
	Iteration 52Q: 3 clusters Score -6209178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -6209175.500000 Penalty: 5320.670410
	Iteration 53Q: 3 clusters Score -6209176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -6209181.500000 Penalty: 5320.670410
	Iteration 54Q: 3 clusters Score -6209182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 42405 members 
Entering Unmasked Estep 
Score: -6209183.500000 Penalty: 5320.670410
	Iteration 55Q: 3 clusters Score -6209184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -6209195.500000 Penalty: 5320.670410
	Iteration 56Q: 3 clusters Score -6209196 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -6209195.000000 Penalty: 5320.670410
	Iteration 57Q: 3 clusters Score -6209195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 42458 members 
Entering Unmasked Estep 
Score: -6209193.500000 Penalty: 5320.670410
	Iteration 58Q: 3 clusters Score -6209194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -6209200.000000 Penalty: 5320.670410
	Iteration 59Q: 3 clusters Score -6209200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -6209188.500000 Penalty: 5320.670410
	Iteration 60F: 3 clusters Score -6209188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -6209193.500000 Penalty: 5320.670410
	Iteration 61Q: 3 clusters Score -6209194 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -6209205.500000 Penalty: 5320.670410
	Iteration 62Q: 3 clusters Score -6209206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -6209204.500000 Penalty: 5320.670410
	Iteration 63Q: 3 clusters Score -6209204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -6209197.500000 Penalty: 5320.670410
	Iteration 64Q: 3 clusters Score -6209198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -6209203.000000 Penalty: 5320.670410
	Iteration 65Q: 3 clusters Score -6209203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -6209204.000000 Penalty: 5320.670410
	Iteration 66Q: 3 clusters Score -6209204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -6209208.000000 Penalty: 5320.670410
	Iteration 67Q: 3 clusters Score -6209208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -6209197.000000 Penalty: 5320.670410
	Iteration 68Q: 3 clusters Score -6209197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -6209197.000000 Penalty: 5320.670410
	Iteration 69Q: 3 clusters Score -6209197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -6209197.500000 Penalty: 5320.670410
	Iteration 70Q: 3 clusters Score -6209198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -6209202.500000 Penalty: 5320.670410
	Iteration 71Q: 3 clusters Score -6209202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -6209204.000000 Penalty: 5320.670410
	Iteration 72Q: 3 clusters Score -6209204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -6209197.500000 Penalty: 5320.670410
	Iteration 73Q: 3 clusters Score -6209198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -6209194.500000 Penalty: 5320.670410
	Iteration 74Q: 3 clusters Score -6209194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -6209195.000000 Penalty: 5320.670410
	Iteration 75Q: 3 clusters Score -6209195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -6209198.000000 Penalty: 5320.670410
	Iteration 76Q: 3 clusters Score -6209198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -6209204.000000 Penalty: 5320.670410
	Iteration 77Q: 3 clusters Score -6209204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -6209204.000000 Penalty: 5320.670410
	Iteration 78F: 3 clusters Score -6209204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Entering Unmasked Estep 
Score: -1063500.250000 Penalty: 2227.581787
	Iteration 0F: 2 clusters Score -1063500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1057190.500000 Penalty: 4455.163574
	Iteration 0F: 3 clusters Score -1057190 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1058855.750000 Penalty: 4455.163574
	Iteration 1F: 3 clusters Score -1058856 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1059116.125000 Penalty: 4455.163574
	Iteration 2F: 3 clusters Score -1059116 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1059271.625000 Penalty: 4455.163574
	Iteration 3Q: 3 clusters Score -1059272 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1059381.125000 Penalty: 4455.163574
	Iteration 4Q: 3 clusters Score -1059381 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1059456.875000 Penalty: 4455.163574
	Iteration 5Q: 3 clusters Score -1059457 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1059528.875000 Penalty: 4455.163574
	Iteration 6Q: 3 clusters Score -1059529 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1059584.750000 Penalty: 4455.163574
	Iteration 7Q: 3 clusters Score -1059585 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1059623.000000 Penalty: 4455.163574
	Iteration 8Q: 3 clusters Score -1059623 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1059657.875000 Penalty: 4455.163574
	Iteration 9Q: 3 clusters Score -1059658 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1059677.500000 Penalty: 4455.163574
	Iteration 10Q: 3 clusters Score -1059678 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1059698.000000 Penalty: 4455.163574
	Iteration 11Q: 3 clusters Score -1059698 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1059716.625000 Penalty: 4455.163574
	Iteration 12Q: 3 clusters Score -1059717 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1059730.875000 Penalty: 4455.163574
	Iteration 13Q: 3 clusters Score -1059731 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1059746.125000 Penalty: 4455.163574
	Iteration 14Q: 3 clusters Score -1059746 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1059755.875000 Penalty: 4455.163574
	Iteration 15Q: 3 clusters Score -1059756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1059766.000000 Penalty: 4455.163574
	Iteration 16Q: 3 clusters Score -1059766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1059775.875000 Penalty: 4455.163574
	Iteration 17Q: 3 clusters Score -1059776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1059785.125000 Penalty: 4455.163574
	Iteration 18Q: 3 clusters Score -1059785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1059793.250000 Penalty: 4455.163574
	Iteration 19Q: 3 clusters Score -1059793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1059801.375000 Penalty: 4455.163574
	Iteration 20F: 3 clusters Score -1059801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1059812.875000 Penalty: 4455.163574
	Iteration 21Q: 3 clusters Score -1059813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1059819.375000 Penalty: 4455.163574
	Iteration 22Q: 3 clusters Score -1059819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1059826.500000 Penalty: 4455.163574
	Iteration 23Q: 3 clusters Score -1059826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1059830.500000 Penalty: 4455.163574
	Iteration 24Q: 3 clusters Score -1059830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1059837.500000 Penalty: 4455.163574
	Iteration 25Q: 3 clusters Score -1059838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1059841.750000 Penalty: 4455.163574
	Iteration 26Q: 3 clusters Score -1059842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1059849.500000 Penalty: 4455.163574
	Iteration 27Q: 3 clusters Score -1059850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1059854.750000 Penalty: 4455.163574
	Iteration 28Q: 3 clusters Score -1059855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1059864.375000 Penalty: 4455.163574
	Iteration 29Q: 3 clusters Score -1059864 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1059875.625000 Penalty: 4455.163574
	Iteration 30Q: 3 clusters Score -1059876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1059881.500000 Penalty: 4455.163574
	Iteration 31Q: 3 clusters Score -1059882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1059895.000000 Penalty: 4455.163574
	Iteration 32Q: 3 clusters Score -1059895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1059907.250000 Penalty: 4455.163574
	Iteration 33Q: 3 clusters Score -1059907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1059921.375000 Penalty: 4455.163574
	Iteration 34Q: 3 clusters Score -1059921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1059930.750000 Penalty: 4455.163574
	Iteration 35Q: 3 clusters Score -1059931 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1059941.875000 Penalty: 4455.163574
	Iteration 36Q: 3 clusters Score -1059942 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1059953.375000 Penalty: 4455.163574
	Iteration 37Q: 3 clusters Score -1059953 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1059969.125000 Penalty: 4455.163574
	Iteration 38Q: 3 clusters Score -1059969 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1059982.250000 Penalty: 4455.163574
	Iteration 39Q: 3 clusters Score -1059982 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1060003.875000 Penalty: 4455.163574
	Iteration 40F: 3 clusters Score -1060004 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1060026.500000 Penalty: 4455.163574
	Iteration 41Q: 3 clusters Score -1060026 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1060061.750000 Penalty: 4455.163574
	Iteration 42Q: 3 clusters Score -1060062 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1060092.125000 Penalty: 4455.163574
	Iteration 43Q: 3 clusters Score -1060092 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1060124.500000 Penalty: 4455.163574
	Iteration 44Q: 3 clusters Score -1060124 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1060165.750000 Penalty: 4455.163574
	Iteration 45Q: 3 clusters Score -1060166 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1060211.125000 Penalty: 4455.163574
	Iteration 46Q: 3 clusters Score -1060211 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1060270.625000 Penalty: 4455.163574
	Iteration 47Q: 3 clusters Score -1060271 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1060362.000000 Penalty: 4455.163574
	Iteration 48Q: 3 clusters Score -1060362 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1060460.375000 Penalty: 4455.163574
	Iteration 49Q: 3 clusters Score -1060460 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1060564.625000 Penalty: 4455.163574
	Iteration 50Q: 3 clusters Score -1060565 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1060669.625000 Penalty: 4455.163574
	Iteration 51Q: 3 clusters Score -1060670 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1060774.625000 Penalty: 4455.163574
	Iteration 52Q: 3 clusters Score -1060775 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1060871.875000 Penalty: 4455.163574
	Iteration 53Q: 3 clusters Score -1060872 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1060966.500000 Penalty: 4455.163574
	Iteration 54Q: 3 clusters Score -1060966 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1061030.750000 Penalty: 4455.163574
	Iteration 55Q: 3 clusters Score -1061031 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1061104.375000 Penalty: 4455.163574
	Iteration 56Q: 3 clusters Score -1061104 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1061175.250000 Penalty: 4455.163574
	Iteration 57Q: 3 clusters Score -1061175 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1061241.250000 Penalty: 4455.163574
	Iteration 58Q: 3 clusters Score -1061241 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1061291.250000 Penalty: 4455.163574
	Iteration 59Q: 3 clusters Score -1061291 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1061342.125000 Penalty: 4455.163574
	Iteration 60F: 3 clusters Score -1061342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1061385.625000 Penalty: 4455.163574
	Iteration 61Q: 3 clusters Score -1061386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1061426.250000 Penalty: 4455.163574
	Iteration 62Q: 3 clusters Score -1061426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1061449.625000 Penalty: 4455.163574
	Iteration 63Q: 3 clusters Score -1061450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1061462.125000 Penalty: 4455.163574
	Iteration 64Q: 3 clusters Score -1061462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1061468.250000 Penalty: 4455.163574
	Iteration 65Q: 3 clusters Score -1061468 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1061481.750000 Penalty: 4455.163574
	Iteration 66Q: 3 clusters Score -1061482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1061491.250000 Penalty: 4455.163574
	Iteration 67Q: 3 clusters Score -1061491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1061500.625000 Penalty: 4455.163574
	Iteration 68Q: 3 clusters Score -1061501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1061507.125000 Penalty: 4455.163574
	Iteration 69Q: 3 clusters Score -1061507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1061515.875000 Penalty: 4455.163574
	Iteration 70Q: 3 clusters Score -1061516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1061531.125000 Penalty: 4455.163574
	Iteration 71Q: 3 clusters Score -1061531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1061538.250000 Penalty: 4455.163574
	Iteration 72Q: 3 clusters Score -1061538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1061546.125000 Penalty: 4455.163574
	Iteration 73Q: 3 clusters Score -1061546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1061556.750000 Penalty: 4455.163574
	Iteration 74Q: 3 clusters Score -1061557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1061566.500000 Penalty: 4455.163574
	Iteration 75Q: 3 clusters Score -1061566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1061572.875000 Penalty: 4455.163574
	Iteration 76Q: 3 clusters Score -1061573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1061578.625000 Penalty: 4455.163574
	Iteration 77Q: 3 clusters Score -1061579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1061584.875000 Penalty: 4455.163574
	Iteration 78Q: 3 clusters Score -1061585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1061601.000000 Penalty: 4455.163574
	Iteration 79Q: 3 clusters Score -1061601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1061610.750000 Penalty: 4455.163574
	Iteration 80F: 3 clusters Score -1061611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1061612.500000 Penalty: 4455.163574
	Iteration 81Q: 3 clusters Score -1061612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1061615.000000 Penalty: 4455.163574
	Iteration 82Q: 3 clusters Score -1061615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1061615.375000 Penalty: 4455.163574
	Iteration 83Q: 3 clusters Score -1061615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1061616.250000 Penalty: 4455.163574
	Iteration 84Q: 3 clusters Score -1061616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1061617.500000 Penalty: 4455.163574
	Iteration 85Q: 3 clusters Score -1061618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1061617.500000 Penalty: 4455.163574
	Iteration 86F: 3 clusters Score -1061618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (248770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248770 members 
Entering Unmasked Estep 
Score: -34772176.000000 Penalty: 3081.222412
	Iteration 0F: 2 clusters Score -3.477218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124096 members 
Mstep: Class 2 contains 124674 members 
Entering Unmasked Estep 
Score: -34615416.000000 Penalty: 6162.444824
	Iteration 0F: 3 clusters Score -3.461542e+07 nChanged 120243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120377 members 
Mstep: Class 2 contains 128393 members 
Entering Unmasked Estep 
Score: -34686652.000000 Penalty: 6162.444824
	Iteration 1F: 3 clusters Score -3.468665e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118143 members 
Mstep: Class 2 contains 130627 members 
Entering Unmasked Estep 
Score: -34688424.000000 Penalty: 6162.444824
	Iteration 2Q: 3 clusters Score -3.468842e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114587 members 
Mstep: Class 2 contains 134183 members 
Entering Unmasked Estep 
Score: -34690832.000000 Penalty: 6162.444824
	Iteration 3Q: 3 clusters Score -3.469083e+07 nChanged 9738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108965 members 
Mstep: Class 2 contains 139805 members 
Entering Unmasked Estep 
Score: -34694816.000000 Penalty: 6162.444824
	Iteration 4Q: 3 clusters Score -3.469482e+07 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100359 members 
Mstep: Class 2 contains 148411 members 
Entering Unmasked Estep 
Score: -34700928.000000 Penalty: 6162.444824
	Iteration 5Q: 3 clusters Score -3.470093e+07 nChanged 14830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88125 members 
Mstep: Class 2 contains 160645 members 
Entering Unmasked Estep 
Score: -34710116.000000 Penalty: 6162.444824
	Iteration 6F: 3 clusters Score -3.471012e+07 nChanged 17251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72344 members 
Mstep: Class 2 contains 176426 members 
Entering Unmasked Estep 
Score: -34723056.000000 Penalty: 6162.444824
	Iteration 7F: 3 clusters Score -3.472306e+07 nChanged 18204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 193928 members 
Entering Unmasked Estep 
Score: -34737752.000000 Penalty: 6162.444824
	Iteration 8F: 3 clusters Score -3.473775e+07 nChanged 15940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 209460 members 
Entering Unmasked Estep 
Score: -34750496.000000 Penalty: 6162.444824
	Iteration 9F: 3 clusters Score -3.47505e+07 nChanged 11926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 221140 members 
Entering Unmasked Estep 
Score: -34759272.000000 Penalty: 6162.444824
	Iteration 10Q: 3 clusters Score -3.475927e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 229176 members 
Entering Unmasked Estep 
Score: -34765440.000000 Penalty: 6162.444824
	Iteration 11Q: 3 clusters Score -3.476544e+07 nChanged 5515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 234535 members 
Entering Unmasked Estep 
Score: -34768588.000000 Penalty: 6162.444824
	Iteration 12Q: 3 clusters Score -3.476859e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 237937 members 
Entering Unmasked Estep 
Score: -34771020.000000 Penalty: 6162.444824
	Iteration 13Q: 3 clusters Score -3.477102e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 240119 members 
Entering Unmasked Estep 
Score: -34772912.000000 Penalty: 6162.444824
	Iteration 14Q: 3 clusters Score -3.477291e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 241453 members 
Entering Unmasked Estep 
Score: -34773736.000000 Penalty: 6162.444824
	Iteration 15Q: 3 clusters Score -3.477374e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 242262 members 
Entering Unmasked Estep 
Score: -34774040.000000 Penalty: 6162.444824
	Iteration 16Q: 3 clusters Score -3.477404e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 242778 members 
Entering Unmasked Estep 
Score: -34774196.000000 Penalty: 6162.444824
	Iteration 17Q: 3 clusters Score -3.47742e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 243139 members 
Entering Unmasked Estep 
Score: -34774292.000000 Penalty: 6162.444824
	Iteration 18Q: 3 clusters Score -3.477429e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 243386 members 
Entering Unmasked Estep 
Score: -34774268.000000 Penalty: 6162.444824
	Iteration 19Q: 3 clusters Score -3.477427e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 243564 members 
Entering Unmasked Estep 
Score: -34774276.000000 Penalty: 6162.444824
	Iteration 20F: 3 clusters Score -3.477428e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 243673 members 
Entering Unmasked Estep 
Score: -34774260.000000 Penalty: 6162.444824
	Iteration 21Q: 3 clusters Score -3.477426e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 243748 members 
Entering Unmasked Estep 
Score: -34774288.000000 Penalty: 6162.444824
	Iteration 22Q: 3 clusters Score -3.477429e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 243800 members 
Entering Unmasked Estep 
Score: -34774304.000000 Penalty: 6162.444824
	Iteration 23Q: 3 clusters Score -3.47743e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 243841 members 
Entering Unmasked Estep 
Score: -34774248.000000 Penalty: 6162.444824
	Iteration 24Q: 3 clusters Score -3.477425e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 243871 members 
Entering Unmasked Estep 
Score: -34774200.000000 Penalty: 6162.444824
	Iteration 25Q: 3 clusters Score -3.47742e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 243895 members 
Entering Unmasked Estep 
Score: -34774192.000000 Penalty: 6162.444824
	Iteration 26Q: 3 clusters Score -3.477419e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 243915 members 
Entering Unmasked Estep 
Score: -34774204.000000 Penalty: 6162.444824
	Iteration 27Q: 3 clusters Score -3.47742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 243930 members 
Entering Unmasked Estep 
Score: -34774180.000000 Penalty: 6162.444824
	Iteration 28Q: 3 clusters Score -3.477418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 243941 members 
Entering Unmasked Estep 
Score: -34774180.000000 Penalty: 6162.444824
	Iteration 29Q: 3 clusters Score -3.477418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 243948 members 
Entering Unmasked Estep 
Score: -34774188.000000 Penalty: 6162.444824
	Iteration 30Q: 3 clusters Score -3.477419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 243953 members 
Entering Unmasked Estep 
Score: -34774192.000000 Penalty: 6162.444824
	Iteration 31Q: 3 clusters Score -3.477419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 243957 members 
Entering Unmasked Estep 
Score: -34774184.000000 Penalty: 6162.444824
	Iteration 32Q: 3 clusters Score -3.477418e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 243966 members 
Entering Unmasked Estep 
Score: -34774200.000000 Penalty: 6162.444824
	Iteration 33Q: 3 clusters Score -3.47742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 243973 members 
Entering Unmasked Estep 
Score: -34774212.000000 Penalty: 6162.444824
	Iteration 34Q: 3 clusters Score -3.477421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 243984 members 
Entering Unmasked Estep 
Score: -34774212.000000 Penalty: 6162.444824
	Iteration 35Q: 3 clusters Score -3.477421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 243995 members 
Entering Unmasked Estep 
Score: -34774204.000000 Penalty: 6162.444824
	Iteration 36Q: 3 clusters Score -3.47742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 244001 members 
Entering Unmasked Estep 
Score: -34774200.000000 Penalty: 6162.444824
	Iteration 37Q: 3 clusters Score -3.47742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 244000 members 
Entering Unmasked Estep 
Score: -34774192.000000 Penalty: 6162.444824
	Iteration 38Q: 3 clusters Score -3.477419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 243999 members 
Entering Unmasked Estep 
Score: -34774192.000000 Penalty: 6162.444824
	Iteration 39Q: 3 clusters Score -3.477419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 243999 members 
Entering Unmasked Estep 
Score: -34774192.000000 Penalty: 6162.444824
	Iteration 40F: 3 clusters Score -3.477419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 111354 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 119055 members 
Mstep: Class 9 contains 46600 members 
Mstep: Class 10 contains 89966 members 
Mstep: Class 11 contains 29480 members 
Mstep: Class 12 contains 12667 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 45577 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 4771 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 47651 members 
Mstep: Class 19 contains 811 members 
Mstep: Class 20 contains 31094 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 29410 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 5418 members 
Mstep: Class 25 contains 47017 members 
Mstep: Class 26 contains 8473 members 
Mstep: Class 27 contains 243999 members 
Entering Unmasked Estep 
Score: -122230768.000000 Penalty: 91853.718750
Splitting cluster 16 changes total score from -122228616.000000 to -122230768.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (3061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Entering Unmasked Estep 
Score: -434793.593750 Penalty: 1990.571289
	Iteration 0F: 2 clusters Score -434793.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -431466.843750 Penalty: 3981.142578
	Iteration 0F: 3 clusters Score -431466.8 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -432151.687500 Penalty: 3981.142578
	Iteration 1F: 3 clusters Score -432151.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -432318.312500 Penalty: 3981.142578
	Iteration 2F: 3 clusters Score -432318.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -432411.343750 Penalty: 3981.142578
	Iteration 3Q: 3 clusters Score -432411.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -432475.343750 Penalty: 3981.142578
	Iteration 4Q: 3 clusters Score -432475.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -432514.593750 Penalty: 3981.142578
	Iteration 5Q: 3 clusters Score -432514.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -432540.843750 Penalty: 3981.142578
	Iteration 6Q: 3 clusters Score -432540.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -432557.656250 Penalty: 3981.142578
	Iteration 7Q: 3 clusters Score -432557.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -432577.218750 Penalty: 3981.142578
	Iteration 8Q: 3 clusters Score -432577.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -432594.187500 Penalty: 3981.142578
	Iteration 9Q: 3 clusters Score -432594.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -432604.562500 Penalty: 3981.142578
	Iteration 10Q: 3 clusters Score -432604.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -432608.875000 Penalty: 3981.142578
	Iteration 11Q: 3 clusters Score -432608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -432612.375000 Penalty: 3981.142578
	Iteration 12Q: 3 clusters Score -432612.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -432617.187500 Penalty: 3981.142578
	Iteration 13Q: 3 clusters Score -432617.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -432622.531250 Penalty: 3981.142578
	Iteration 14Q: 3 clusters Score -432622.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -432624.656250 Penalty: 3981.142578
	Iteration 15Q: 3 clusters Score -432624.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -432628.562500 Penalty: 3981.142578
	Iteration 16Q: 3 clusters Score -432628.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -432630.437500 Penalty: 3981.142578
	Iteration 17Q: 3 clusters Score -432630.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -432633.312500 Penalty: 3981.142578
	Iteration 18Q: 3 clusters Score -432633.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -432636.093750 Penalty: 3981.142578
	Iteration 19Q: 3 clusters Score -432636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -432638.718750 Penalty: 3981.142578
	Iteration 20F: 3 clusters Score -432638.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -432641.562500 Penalty: 3981.142578
	Iteration 21Q: 3 clusters Score -432641.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -432642.468750 Penalty: 3981.142578
	Iteration 22Q: 3 clusters Score -432642.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -432643.781250 Penalty: 3981.142578
	Iteration 23Q: 3 clusters Score -432643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -432644.500000 Penalty: 3981.142578
	Iteration 24Q: 3 clusters Score -432644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -432644.500000 Penalty: 3981.142578
	Iteration 25F: 3 clusters Score -432644.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47651 members 
Entering Unmasked Estep 
Score: -6410336.000000 Penalty: 2671.371338
	Iteration 0F: 2 clusters Score -6410336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -6378158.000000 Penalty: 5342.742676
	Iteration 0F: 3 clusters Score -6378158 nChanged 22052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -6390315.000000 Penalty: 5342.742676
	Iteration 1F: 3 clusters Score -6390315 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -6391070.500000 Penalty: 5342.742676
	Iteration 2Q: 3 clusters Score -6391070 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24549 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -6392012.500000 Penalty: 5342.742676
	Iteration 3Q: 3 clusters Score -6392012 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -6393311.500000 Penalty: 5342.742676
	Iteration 4F: 3 clusters Score -6393312 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -6395144.000000 Penalty: 5342.742676
	Iteration 5F: 3 clusters Score -6395144 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 21249 members 
Entering Unmasked Estep 
Score: -6397088.000000 Penalty: 5342.742676
	Iteration 6F: 3 clusters Score -6397088 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -6398810.000000 Penalty: 5342.742676
	Iteration 7F: 3 clusters Score -6398810 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -6399948.500000 Penalty: 5342.742676
	Iteration 8F: 3 clusters Score -6399948 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -6400663.500000 Penalty: 5342.742676
	Iteration 9Q: 3 clusters Score -6400664 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -6401064.500000 Penalty: 5342.742676
	Iteration 10Q: 3 clusters Score -6401064 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -6401343.000000 Penalty: 5342.742676
	Iteration 11Q: 3 clusters Score -6401343 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -6401562.500000 Penalty: 5342.742676
	Iteration 12Q: 3 clusters Score -6401562 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -6401765.000000 Penalty: 5342.742676
	Iteration 13Q: 3 clusters Score -6401765 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -6402021.000000 Penalty: 5342.742676
	Iteration 14Q: 3 clusters Score -6402021 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 23939 members 
Entering Unmasked Estep 
Score: -6402308.000000 Penalty: 5342.742676
	Iteration 15Q: 3 clusters Score -6402308 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -6402708.000000 Penalty: 5342.742676
	Iteration 16Q: 3 clusters Score -6402708 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -6403178.500000 Penalty: 5342.742676
	Iteration 17Q: 3 clusters Score -6403178 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -6403746.000000 Penalty: 5342.742676
	Iteration 18Q: 3 clusters Score -6403746 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -6404429.500000 Penalty: 5342.742676
	Iteration 19Q: 3 clusters Score -6404430 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -6405128.500000 Penalty: 5342.742676
	Iteration 20F: 3 clusters Score -6405128 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -6405727.500000 Penalty: 5342.742676
	Iteration 21Q: 3 clusters Score -6405728 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -6406183.500000 Penalty: 5342.742676
	Iteration 22Q: 3 clusters Score -6406184 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -6406560.000000 Penalty: 5342.742676
	Iteration 23Q: 3 clusters Score -6406560 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -6406861.500000 Penalty: 5342.742676
	Iteration 24Q: 3 clusters Score -6406862 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -6407198.000000 Penalty: 5342.742676
	Iteration 25Q: 3 clusters Score -6407198 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -6407501.500000 Penalty: 5342.742676
	Iteration 26Q: 3 clusters Score -6407502 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -6407742.500000 Penalty: 5342.742676
	Iteration 27Q: 3 clusters Score -6407742 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -6407950.000000 Penalty: 5342.742676
	Iteration 28Q: 3 clusters Score -6407950 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -6408168.500000 Penalty: 5342.742676
	Iteration 29Q: 3 clusters Score -6408168 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -6408332.000000 Penalty: 5342.742676
	Iteration 30Q: 3 clusters Score -6408332 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 38229 members 
Entering Unmasked Estep 
Score: -6408474.500000 Penalty: 5342.742676
	Iteration 31Q: 3 clusters Score -6408474 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -6408580.000000 Penalty: 5342.742676
	Iteration 32Q: 3 clusters Score -6408580 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -6408715.500000 Penalty: 5342.742676
	Iteration 33Q: 3 clusters Score -6408716 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -6408811.500000 Penalty: 5342.742676
	Iteration 34Q: 3 clusters Score -6408812 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -6408863.500000 Penalty: 5342.742676
	Iteration 35Q: 3 clusters Score -6408864 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -6408915.000000 Penalty: 5342.742676
	Iteration 36Q: 3 clusters Score -6408915 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -6408989.000000 Penalty: 5342.742676
	Iteration 37Q: 3 clusters Score -6408989 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -6409048.500000 Penalty: 5342.742676
	Iteration 38Q: 3 clusters Score -6409048 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -6409096.500000 Penalty: 5342.742676
	Iteration 39Q: 3 clusters Score -6409096 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -6409122.500000 Penalty: 5342.742676
	Iteration 40F: 3 clusters Score -6409122 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -6409167.500000 Penalty: 5342.742676
	Iteration 41Q: 3 clusters Score -6409168 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 41311 members 
Entering Unmasked Estep 
Score: -6409202.000000 Penalty: 5342.742676
	Iteration 42Q: 3 clusters Score -6409202 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -6409244.500000 Penalty: 5342.742676
	Iteration 43Q: 3 clusters Score -6409244 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -6409286.000000 Penalty: 5342.742676
	Iteration 44Q: 3 clusters Score -6409286 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -6409318.500000 Penalty: 5342.742676
	Iteration 45Q: 3 clusters Score -6409318 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -6409322.500000 Penalty: 5342.742676
	Iteration 46Q: 3 clusters Score -6409322 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 41882 members 
Entering Unmasked Estep 
Score: -6409363.000000 Penalty: 5342.742676
	Iteration 47Q: 3 clusters Score -6409363 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -6409364.000000 Penalty: 5342.742676
	Iteration 48Q: 3 clusters Score -6409364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -6409386.500000 Penalty: 5342.742676
	Iteration 49Q: 3 clusters Score -6409386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -6409402.000000 Penalty: 5342.742676
	Iteration 50Q: 3 clusters Score -6409402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -6409411.500000 Penalty: 5342.742676
	Iteration 51Q: 3 clusters Score -6409412 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -6409429.500000 Penalty: 5342.742676
	Iteration 52Q: 3 clusters Score -6409430 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -6409467.000000 Penalty: 5342.742676
	Iteration 53Q: 3 clusters Score -6409467 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -6409469.000000 Penalty: 5342.742676
	Iteration 54Q: 3 clusters Score -6409469 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -6409467.500000 Penalty: 5342.742676
	Iteration 55Q: 3 clusters Score -6409468 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -6409476.000000 Penalty: 5342.742676
	Iteration 56Q: 3 clusters Score -6409476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -6409496.000000 Penalty: 5342.742676
	Iteration 57Q: 3 clusters Score -6409496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -6409515.500000 Penalty: 5342.742676
	Iteration 58Q: 3 clusters Score -6409516 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -6409533.500000 Penalty: 5342.742676
	Iteration 59Q: 3 clusters Score -6409534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -6409534.000000 Penalty: 5342.742676
	Iteration 60F: 3 clusters Score -6409534 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -6409523.000000 Penalty: 5342.742676
	Iteration 61Q: 3 clusters Score -6409523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -6409536.500000 Penalty: 5342.742676
	Iteration 62Q: 3 clusters Score -6409536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 42943 members 
Entering Unmasked Estep 
Score: -6409535.500000 Penalty: 5342.742676
	Iteration 63Q: 3 clusters Score -6409536 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -6409549.000000 Penalty: 5342.742676
	Iteration 64Q: 3 clusters Score -6409549 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -6409555.500000 Penalty: 5342.742676
	Iteration 65Q: 3 clusters Score -6409556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -6409557.000000 Penalty: 5342.742676
	Iteration 66Q: 3 clusters Score -6409557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -6409558.500000 Penalty: 5342.742676
	Iteration 67Q: 3 clusters Score -6409558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 43095 members 
Entering Unmasked Estep 
Score: -6409551.000000 Penalty: 5342.742676
	Iteration 68Q: 3 clusters Score -6409551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -6409560.000000 Penalty: 5342.742676
	Iteration 69Q: 3 clusters Score -6409560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -6409567.000000 Penalty: 5342.742676
	Iteration 70Q: 3 clusters Score -6409567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -6409567.000000 Penalty: 5342.742676
	Iteration 71Q: 3 clusters Score -6409567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -6409568.000000 Penalty: 5342.742676
	Iteration 72Q: 3 clusters Score -6409568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -6409565.500000 Penalty: 5342.742676
	Iteration 73Q: 3 clusters Score -6409566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -6409560.000000 Penalty: 5342.742676
	Iteration 74Q: 3 clusters Score -6409560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -6409560.500000 Penalty: 5342.742676
	Iteration 75Q: 3 clusters Score -6409560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -6409569.500000 Penalty: 5342.742676
	Iteration 76Q: 3 clusters Score -6409570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -6409556.000000 Penalty: 5342.742676
	Iteration 77Q: 3 clusters Score -6409556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -6409560.500000 Penalty: 5342.742676
	Iteration 78Q: 3 clusters Score -6409560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -6409562.500000 Penalty: 5342.742676
	Iteration 79Q: 3 clusters Score -6409562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -6409563.000000 Penalty: 5342.742676
	Iteration 80F: 3 clusters Score -6409563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -6409567.000000 Penalty: 5342.742676
	Iteration 81Q: 3 clusters Score -6409567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -6409561.500000 Penalty: 5342.742676
	Iteration 82Q: 3 clusters Score -6409562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -6409573.000000 Penalty: 5342.742676
	Iteration 83Q: 3 clusters Score -6409573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -6409564.000000 Penalty: 5342.742676
	Iteration 84Q: 3 clusters Score -6409564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -6409576.000000 Penalty: 5342.742676
	Iteration 85Q: 3 clusters Score -6409576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -6409571.500000 Penalty: 5342.742676
	Iteration 86Q: 3 clusters Score -6409572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -6409576.000000 Penalty: 5342.742676
	Iteration 87Q: 3 clusters Score -6409576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -6409577.500000 Penalty: 5342.742676
	Iteration 88Q: 3 clusters Score -6409578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -6409581.500000 Penalty: 5342.742676
	Iteration 89Q: 3 clusters Score -6409582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -6409582.500000 Penalty: 5342.742676
	Iteration 90Q: 3 clusters Score -6409582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -6409579.500000 Penalty: 5342.742676
	Iteration 91Q: 3 clusters Score -6409580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -6409580.500000 Penalty: 5342.742676
	Iteration 92Q: 3 clusters Score -6409580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -6409574.500000 Penalty: 5342.742676
	Iteration 93Q: 3 clusters Score -6409574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -6409572.500000 Penalty: 5342.742676
	Iteration 94Q: 3 clusters Score -6409572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -6409582.500000 Penalty: 5342.742676
	Iteration 95Q: 3 clusters Score -6409582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -6409576.500000 Penalty: 5342.742676
	Iteration 96Q: 3 clusters Score -6409576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -6409577.000000 Penalty: 5342.742676
	Iteration 97Q: 3 clusters Score -6409577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -6409581.000000 Penalty: 5342.742676
	Iteration 98Q: 3 clusters Score -6409581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -6409580.500000 Penalty: 5342.742676
	Iteration 99Q: 3 clusters Score -6409580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -6409587.500000 Penalty: 5342.742676
	Iteration 100F: 3 clusters Score -6409588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -6409594.500000 Penalty: 5342.742676
	Iteration 101Q: 3 clusters Score -6409594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -6409594.500000 Penalty: 5342.742676
	Iteration 102F: 3 clusters Score -6409594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -103645.617188 Penalty: 1661.170410
	Iteration 0F: 2 clusters Score -103645.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101904.578125 Penalty: 3322.340820
	Iteration 0F: 3 clusters Score -101904.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -102347.140625 Penalty: 3322.340820
	Iteration 1F: 3 clusters Score -102347.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -102594.976562 Penalty: 3322.340820
	Iteration 2F: 3 clusters Score -102595 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -102876.453125 Penalty: 3322.340820
	Iteration 3F: 3 clusters Score -102876.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -103210.398438 Penalty: 3322.340820
	Iteration 4F: 3 clusters Score -103210.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -103475.312500 Penalty: 3322.340820
	Iteration 5F: 3 clusters Score -103475.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -103814.101562 Penalty: 3322.340820
	Iteration 6Q: 3 clusters Score -103814.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -104013.218750 Penalty: 3322.340820
	Iteration 7Q: 3 clusters Score -104013.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -104061.546875 Penalty: 3322.340820
	Iteration 8Q: 3 clusters Score -104061.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -104100.468750 Penalty: 3322.340820
	Iteration 9Q: 3 clusters Score -104100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -104105.648438 Penalty: 3322.340820
	Iteration 10Q: 3 clusters Score -104105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -104107.335938 Penalty: 3322.340820
	Iteration 11Q: 3 clusters Score -104107.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -104107.335938 Penalty: 3322.340820
	Iteration 12F: 3 clusters Score -104107.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 111354 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 119055 members 
Mstep: Class 9 contains 46600 members 
Mstep: Class 10 contains 89966 members 
Mstep: Class 11 contains 29480 members 
Mstep: Class 12 contains 12667 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 45577 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 4771 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 47651 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31094 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 29410 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 5418 members 
Mstep: Class 25 contains 47017 members 
Mstep: Class 26 contains 8473 members 
Mstep: Class 27 contains 243999 members 
Mstep: Class 28 contains 218 members 
Entering Unmasked Estep 
Score: -122229304.000000 Penalty: 95255.710938
Splitting cluster 19 changes total score from -122228616.000000 to -122229304.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (31094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31094 members 
Entering Unmasked Estep 
Score: -4193636.500000 Penalty: 2565.503174
	Iteration 0F: 2 clusters Score -4193636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -4172259.000000 Penalty: 5131.006348
	Iteration 0F: 3 clusters Score -4172259 nChanged 14192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -4179961.250000 Penalty: 5131.006348
	Iteration 1F: 3 clusters Score -4179961 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -4180352.250000 Penalty: 5131.006348
	Iteration 2Q: 3 clusters Score -4180352 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -4180719.500000 Penalty: 5131.006348
	Iteration 3Q: 3 clusters Score -4180720 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4181038.250000 Penalty: 5131.006348
	Iteration 4Q: 3 clusters Score -4181038 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -4181336.250000 Penalty: 5131.006348
	Iteration 5Q: 3 clusters Score -4181336 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -4181661.750000 Penalty: 5131.006348
	Iteration 6Q: 3 clusters Score -4181662 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -4182133.500000 Penalty: 5131.006348
	Iteration 7Q: 3 clusters Score -4182134 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -4182723.500000 Penalty: 5131.006348
	Iteration 8Q: 3 clusters Score -4182724 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -4183512.750000 Penalty: 5131.006348
	Iteration 9Q: 3 clusters Score -4183513 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4184471.250000 Penalty: 5131.006348
	Iteration 10F: 3 clusters Score -4184471 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -4185458.250000 Penalty: 5131.006348
	Iteration 11F: 3 clusters Score -4185458 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4186331.750000 Penalty: 5131.006348
	Iteration 12F: 3 clusters Score -4186332 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -4187093.250000 Penalty: 5131.006348
	Iteration 13Q: 3 clusters Score -4187093 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4187816.000000 Penalty: 5131.006348
	Iteration 14Q: 3 clusters Score -4187816 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -4188463.250000 Penalty: 5131.006348
	Iteration 15Q: 3 clusters Score -4188463 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -4189025.250000 Penalty: 5131.006348
	Iteration 16Q: 3 clusters Score -4189025 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -4189537.500000 Penalty: 5131.006348
	Iteration 17Q: 3 clusters Score -4189538 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -4189994.750000 Penalty: 5131.006348
	Iteration 18Q: 3 clusters Score -4189995 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -4190326.500000 Penalty: 5131.006348
	Iteration 19Q: 3 clusters Score -4190326 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -4190636.000000 Penalty: 5131.006348
	Iteration 20F: 3 clusters Score -4190636 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -4190885.500000 Penalty: 5131.006348
	Iteration 21Q: 3 clusters Score -4190886 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -4191091.250000 Penalty: 5131.006348
	Iteration 22Q: 3 clusters Score -4191091 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -4191219.000000 Penalty: 5131.006348
	Iteration 23Q: 3 clusters Score -4191219 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -4191313.250000 Penalty: 5131.006348
	Iteration 24Q: 3 clusters Score -4191313 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -4191390.750000 Penalty: 5131.006348
	Iteration 25Q: 3 clusters Score -4191391 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -4191446.000000 Penalty: 5131.006348
	Iteration 26Q: 3 clusters Score -4191446 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -4191492.500000 Penalty: 5131.006348
	Iteration 27Q: 3 clusters Score -4191492 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4191514.000000 Penalty: 5131.006348
	Iteration 28Q: 3 clusters Score -4191514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4191531.000000 Penalty: 5131.006348
	Iteration 29Q: 3 clusters Score -4191531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -4191545.750000 Penalty: 5131.006348
	Iteration 30Q: 3 clusters Score -4191546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4191553.250000 Penalty: 5131.006348
	Iteration 31Q: 3 clusters Score -4191553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -4191557.250000 Penalty: 5131.006348
	Iteration 32Q: 3 clusters Score -4191557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -4191565.750000 Penalty: 5131.006348
	Iteration 33Q: 3 clusters Score -4191566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -4191565.500000 Penalty: 5131.006348
	Iteration 34Q: 3 clusters Score -4191566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -4191574.250000 Penalty: 5131.006348
	Iteration 35Q: 3 clusters Score -4191574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -4191584.250000 Penalty: 5131.006348
	Iteration 36Q: 3 clusters Score -4191584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -4191588.500000 Penalty: 5131.006348
	Iteration 37Q: 3 clusters Score -4191588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -4191590.000000 Penalty: 5131.006348
	Iteration 38Q: 3 clusters Score -4191590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -4191596.750000 Penalty: 5131.006348
	Iteration 39Q: 3 clusters Score -4191597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
Score: -4191600.000000 Penalty: 5131.006348
	Iteration 40F: 3 clusters Score -4191600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4191596.250000 Penalty: 5131.006348
	Iteration 41Q: 3 clusters Score -4191596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -4191604.500000 Penalty: 5131.006348
	Iteration 42Q: 3 clusters Score -4191604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -4191602.500000 Penalty: 5131.006348
	Iteration 43Q: 3 clusters Score -4191602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -4191601.250000 Penalty: 5131.006348
	Iteration 44Q: 3 clusters Score -4191601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4191600.750000 Penalty: 5131.006348
	Iteration 45Q: 3 clusters Score -4191601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 30402 members 
Entering Unmasked Estep 
Score: -4191600.750000 Penalty: 5131.006348
	Iteration 46F: 3 clusters Score -4191601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Entering Unmasked Estep 
Score: -148545.875000 Penalty: 1735.403809
	Iteration 0F: 2 clusters Score -148545.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -146577.437500 Penalty: 3470.807617
	Iteration 0F: 3 clusters Score -146577.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -146843.656250 Penalty: 3470.807617
	Iteration 1F: 3 clusters Score -146843.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -146922.359375 Penalty: 3470.807617
	Iteration 2F: 3 clusters Score -146922.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -146959.078125 Penalty: 3470.807617
	Iteration 3Q: 3 clusters Score -146959.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -146985.609375 Penalty: 3470.807617
	Iteration 4Q: 3 clusters Score -146985.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -146998.343750 Penalty: 3470.807617
	Iteration 5Q: 3 clusters Score -146998.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -147002.578125 Penalty: 3470.807617
	Iteration 6Q: 3 clusters Score -147002.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -147008.406250 Penalty: 3470.807617
	Iteration 7Q: 3 clusters Score -147008.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -147012.515625 Penalty: 3470.807617
	Iteration 8Q: 3 clusters Score -147012.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -147014.156250 Penalty: 3470.807617
	Iteration 9Q: 3 clusters Score -147014.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -147019.312500 Penalty: 3470.807617
	Iteration 10Q: 3 clusters Score -147019.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -147019.734375 Penalty: 3470.807617
	Iteration 11Q: 3 clusters Score -147019.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -147021.000000 Penalty: 3470.807617
	Iteration 12Q: 3 clusters Score -147021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -147023.203125 Penalty: 3470.807617
	Iteration 13Q: 3 clusters Score -147023.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -147025.203125 Penalty: 3470.807617
	Iteration 14Q: 3 clusters Score -147025.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -147025.781250 Penalty: 3470.807617
	Iteration 15Q: 3 clusters Score -147025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -147026.765625 Penalty: 3470.807617
	Iteration 16Q: 3 clusters Score -147026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -147026.765625 Penalty: 3470.807617
	Iteration 17F: 3 clusters Score -147026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Entering Unmasked Estep 
Score: -3685602.500000 Penalty: 2551.694336
	Iteration 0F: 2 clusters Score -3685602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3665549.750000 Penalty: 5103.388672
	Iteration 0F: 3 clusters Score -3665550 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3672903.750000 Penalty: 5103.388672
	Iteration 1F: 3 clusters Score -3672904 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -3673690.000000 Penalty: 5103.388672
	Iteration 2F: 3 clusters Score -3673690 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -3674412.500000 Penalty: 5103.388672
	Iteration 3F: 3 clusters Score -3674412 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3675134.000000 Penalty: 5103.388672
	Iteration 4F: 3 clusters Score -3675134 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -3675900.500000 Penalty: 5103.388672
	Iteration 5F: 3 clusters Score -3675900 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3676789.750000 Penalty: 5103.388672
	Iteration 6F: 3 clusters Score -3676790 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3677923.500000 Penalty: 5103.388672
	Iteration 7F: 3 clusters Score -3677924 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3679141.500000 Penalty: 5103.388672
	Iteration 8F: 3 clusters Score -3679142 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3680297.750000 Penalty: 5103.388672
	Iteration 9F: 3 clusters Score -3680298 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -3681350.250000 Penalty: 5103.388672
	Iteration 10F: 3 clusters Score -3681350 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -3682219.750000 Penalty: 5103.388672
	Iteration 11Q: 3 clusters Score -3682220 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -3682864.750000 Penalty: 5103.388672
	Iteration 12Q: 3 clusters Score -3682865 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3683342.750000 Penalty: 5103.388672
	Iteration 13Q: 3 clusters Score -3683343 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -3683699.500000 Penalty: 5103.388672
	Iteration 14Q: 3 clusters Score -3683700 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3683991.500000 Penalty: 5103.388672
	Iteration 15Q: 3 clusters Score -3683992 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3684201.250000 Penalty: 5103.388672
	Iteration 16Q: 3 clusters Score -3684201 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -3684383.750000 Penalty: 5103.388672
	Iteration 17Q: 3 clusters Score -3684384 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -3684529.500000 Penalty: 5103.388672
	Iteration 18Q: 3 clusters Score -3684530 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -3684636.000000 Penalty: 5103.388672
	Iteration 19Q: 3 clusters Score -3684636 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -3684704.750000 Penalty: 5103.388672
	Iteration 20F: 3 clusters Score -3684705 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -3684748.250000 Penalty: 5103.388672
	Iteration 21Q: 3 clusters Score -3684748 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -3684770.250000 Penalty: 5103.388672
	Iteration 22Q: 3 clusters Score -3684770 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3684798.750000 Penalty: 5103.388672
	Iteration 23Q: 3 clusters Score -3684799 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3684821.250000 Penalty: 5103.388672
	Iteration 24Q: 3 clusters Score -3684821 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3684832.750000 Penalty: 5103.388672
	Iteration 25Q: 3 clusters Score -3684833 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3684835.750000 Penalty: 5103.388672
	Iteration 26Q: 3 clusters Score -3684836 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -3684852.250000 Penalty: 5103.388672
	Iteration 27Q: 3 clusters Score -3684852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
Score: -3684860.250000 Penalty: 5103.388672
	Iteration 28Q: 3 clusters Score -3684860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -3684873.750000 Penalty: 5103.388672
	Iteration 29Q: 3 clusters Score -3684874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -3684889.500000 Penalty: 5103.388672
	Iteration 30Q: 3 clusters Score -3684890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -3684899.000000 Penalty: 5103.388672
	Iteration 31Q: 3 clusters Score -3684899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -3684911.250000 Penalty: 5103.388672
	Iteration 32Q: 3 clusters Score -3684911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -3684914.500000 Penalty: 5103.388672
	Iteration 33Q: 3 clusters Score -3684914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -3684918.000000 Penalty: 5103.388672
	Iteration 34Q: 3 clusters Score -3684918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3684917.750000 Penalty: 5103.388672
	Iteration 35Q: 3 clusters Score -3684918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -3684928.000000 Penalty: 5103.388672
	Iteration 36Q: 3 clusters Score -3684928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3684929.250000 Penalty: 5103.388672
	Iteration 37Q: 3 clusters Score -3684929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -3684939.000000 Penalty: 5103.388672
	Iteration 38Q: 3 clusters Score -3684939 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -3684944.250000 Penalty: 5103.388672
	Iteration 39Q: 3 clusters Score -3684944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3684952.750000 Penalty: 5103.388672
	Iteration 40F: 3 clusters Score -3684953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3684948.000000 Penalty: 5103.388672
	Iteration 41Q: 3 clusters Score -3684948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -3684942.750000 Penalty: 5103.388672
	Iteration 42Q: 3 clusters Score -3684943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3684952.250000 Penalty: 5103.388672
	Iteration 43Q: 3 clusters Score -3684952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -3684955.750000 Penalty: 5103.388672
	Iteration 44Q: 3 clusters Score -3684956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -3684964.500000 Penalty: 5103.388672
	Iteration 45Q: 3 clusters Score -3684964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -3684959.750000 Penalty: 5103.388672
	Iteration 46Q: 3 clusters Score -3684960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -3684960.250000 Penalty: 5103.388672
	Iteration 47Q: 3 clusters Score -3684960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3684962.500000 Penalty: 5103.388672
	Iteration 48Q: 3 clusters Score -3684962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3684961.000000 Penalty: 5103.388672
	Iteration 49Q: 3 clusters Score -3684961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3684964.500000 Penalty: 5103.388672
	Iteration 50Q: 3 clusters Score -3684964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3684963.750000 Penalty: 5103.388672
	Iteration 51Q: 3 clusters Score -3684964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -3684959.750000 Penalty: 5103.388672
	Iteration 52Q: 3 clusters Score -3684960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -3684963.250000 Penalty: 5103.388672
	Iteration 53Q: 3 clusters Score -3684963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -3684964.500000 Penalty: 5103.388672
	Iteration 54Q: 3 clusters Score -3684964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -3684965.750000 Penalty: 5103.388672
	Iteration 55Q: 3 clusters Score -3684966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3684968.000000 Penalty: 5103.388672
	Iteration 56Q: 3 clusters Score -3684968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -3684971.250000 Penalty: 5103.388672
	Iteration 57Q: 3 clusters Score -3684971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -3684966.750000 Penalty: 5103.388672
	Iteration 58Q: 3 clusters Score -3684967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3684972.500000 Penalty: 5103.388672
	Iteration 59Q: 3 clusters Score -3684972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -3684971.750000 Penalty: 5103.388672
	Iteration 60F: 3 clusters Score -3684972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Entering Unmasked Estep 
Score: -1182626.875000 Penalty: 2240.126221
	Iteration 0F: 2 clusters Score -1182627 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1176002.625000 Penalty: 4480.252441
	Iteration 0F: 3 clusters Score -1176003 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1177795.625000 Penalty: 4480.252441
	Iteration 1F: 3 clusters Score -1177796 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1178050.375000 Penalty: 4480.252441
	Iteration 2F: 3 clusters Score -1178050 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1178235.625000 Penalty: 4480.252441
	Iteration 3Q: 3 clusters Score -1178236 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1178363.250000 Penalty: 4480.252441
	Iteration 4Q: 3 clusters Score -1178363 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1178492.000000 Penalty: 4480.252441
	Iteration 5Q: 3 clusters Score -1178492 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1178609.625000 Penalty: 4480.252441
	Iteration 6Q: 3 clusters Score -1178610 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1178730.875000 Penalty: 4480.252441
	Iteration 7Q: 3 clusters Score -1178731 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1178858.875000 Penalty: 4480.252441
	Iteration 8Q: 3 clusters Score -1178859 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1178985.875000 Penalty: 4480.252441
	Iteration 9Q: 3 clusters Score -1178986 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1179133.375000 Penalty: 4480.252441
	Iteration 10Q: 3 clusters Score -1179133 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1179308.875000 Penalty: 4480.252441
	Iteration 11Q: 3 clusters Score -1179309 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1179500.750000 Penalty: 4480.252441
	Iteration 12Q: 3 clusters Score -1179501 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1179694.375000 Penalty: 4480.252441
	Iteration 13Q: 3 clusters Score -1179694 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1179880.375000 Penalty: 4480.252441
	Iteration 14Q: 3 clusters Score -1179880 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1180053.625000 Penalty: 4480.252441
	Iteration 15Q: 3 clusters Score -1180054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1180196.375000 Penalty: 4480.252441
	Iteration 16Q: 3 clusters Score -1180196 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1180314.875000 Penalty: 4480.252441
	Iteration 17Q: 3 clusters Score -1180315 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1180379.000000 Penalty: 4480.252441
	Iteration 18Q: 3 clusters Score -1180379 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1180422.375000 Penalty: 4480.252441
	Iteration 19Q: 3 clusters Score -1180422 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1180450.625000 Penalty: 4480.252441
	Iteration 20F: 3 clusters Score -1180451 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1180474.500000 Penalty: 4480.252441
	Iteration 21Q: 3 clusters Score -1180474 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1180504.375000 Penalty: 4480.252441
	Iteration 22Q: 3 clusters Score -1180504 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1180541.000000 Penalty: 4480.252441
	Iteration 23Q: 3 clusters Score -1180541 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1180567.250000 Penalty: 4480.252441
	Iteration 24Q: 3 clusters Score -1180567 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1180590.750000 Penalty: 4480.252441
	Iteration 25Q: 3 clusters Score -1180591 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1180609.750000 Penalty: 4480.252441
	Iteration 26Q: 3 clusters Score -1180610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1180620.625000 Penalty: 4480.252441
	Iteration 27Q: 3 clusters Score -1180621 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1180634.375000 Penalty: 4480.252441
	Iteration 28Q: 3 clusters Score -1180634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1180643.500000 Penalty: 4480.252441
	Iteration 29Q: 3 clusters Score -1180644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1180650.875000 Penalty: 4480.252441
	Iteration 30Q: 3 clusters Score -1180651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1180654.875000 Penalty: 4480.252441
	Iteration 31Q: 3 clusters Score -1180655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1180664.500000 Penalty: 4480.252441
	Iteration 32Q: 3 clusters Score -1180664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1180667.625000 Penalty: 4480.252441
	Iteration 33Q: 3 clusters Score -1180668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1180675.500000 Penalty: 4480.252441
	Iteration 34Q: 3 clusters Score -1180676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1180679.375000 Penalty: 4480.252441
	Iteration 35Q: 3 clusters Score -1180679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1180685.250000 Penalty: 4480.252441
	Iteration 36Q: 3 clusters Score -1180685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1180693.875000 Penalty: 4480.252441
	Iteration 37Q: 3 clusters Score -1180694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1180697.625000 Penalty: 4480.252441
	Iteration 38Q: 3 clusters Score -1180698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1180704.125000 Penalty: 4480.252441
	Iteration 39Q: 3 clusters Score -1180704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1180703.000000 Penalty: 4480.252441
	Iteration 40F: 3 clusters Score -1180703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1180705.500000 Penalty: 4480.252441
	Iteration 41Q: 3 clusters Score -1180706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1180706.500000 Penalty: 4480.252441
	Iteration 42Q: 3 clusters Score -1180706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1180708.375000 Penalty: 4480.252441
	Iteration 43Q: 3 clusters Score -1180708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1180709.375000 Penalty: 4480.252441
	Iteration 44Q: 3 clusters Score -1180709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1180709.500000 Penalty: 4480.252441
	Iteration 45Q: 3 clusters Score -1180710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1180710.750000 Penalty: 4480.252441
	Iteration 46Q: 3 clusters Score -1180711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1180712.375000 Penalty: 4480.252441
	Iteration 47Q: 3 clusters Score -1180712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1180713.000000 Penalty: 4480.252441
	Iteration 48Q: 3 clusters Score -1180713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1180713.375000 Penalty: 4480.252441
	Iteration 49Q: 3 clusters Score -1180713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1180712.625000 Penalty: 4480.252441
	Iteration 50Q: 3 clusters Score -1180713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1180712.000000 Penalty: 4480.252441
	Iteration 51Q: 3 clusters Score -1180712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1180712.625000 Penalty: 4480.252441
	Iteration 52Q: 3 clusters Score -1180713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1180712.625000 Penalty: 4480.252441
	Iteration 53F: 3 clusters Score -1180713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Entering Unmasked Estep 
Score: -724250.375000 Penalty: 2132.175537
	Iteration 0F: 2 clusters Score -724250.4 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 2748 members 
Entering Unmasked Estep 
Score: -719449.500000 Penalty: 4264.351074
	Iteration 0F: 3 clusters Score -719449.5 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -720577.437500 Penalty: 4264.351074
	Iteration 1F: 3 clusters Score -720577.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -720813.000000 Penalty: 4264.351074
	Iteration 2F: 3 clusters Score -720813 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -720974.000000 Penalty: 4264.351074
	Iteration 3F: 3 clusters Score -720974 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -721095.750000 Penalty: 4264.351074
	Iteration 4Q: 3 clusters Score -721095.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -721211.750000 Penalty: 4264.351074
	Iteration 5Q: 3 clusters Score -721211.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -721344.625000 Penalty: 4264.351074
	Iteration 6Q: 3 clusters Score -721344.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -721521.687500 Penalty: 4264.351074
	Iteration 7Q: 3 clusters Score -721521.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -721746.125000 Penalty: 4264.351074
	Iteration 8Q: 3 clusters Score -721746.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -721957.062500 Penalty: 4264.351074
	Iteration 9Q: 3 clusters Score -721957.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -722161.625000 Penalty: 4264.351074
	Iteration 10Q: 3 clusters Score -722161.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -722314.250000 Penalty: 4264.351074
	Iteration 11Q: 3 clusters Score -722314.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -722441.000000 Penalty: 4264.351074
	Iteration 12Q: 3 clusters Score -722441 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -722516.562500 Penalty: 4264.351074
	Iteration 13Q: 3 clusters Score -722516.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -722583.437500 Penalty: 4264.351074
	Iteration 14Q: 3 clusters Score -722583.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -722623.562500 Penalty: 4264.351074
	Iteration 15Q: 3 clusters Score -722623.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -722647.250000 Penalty: 4264.351074
	Iteration 16Q: 3 clusters Score -722647.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -722663.062500 Penalty: 4264.351074
	Iteration 17Q: 3 clusters Score -722663.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -722674.187500 Penalty: 4264.351074
	Iteration 18Q: 3 clusters Score -722674.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -722688.562500 Penalty: 4264.351074
	Iteration 19Q: 3 clusters Score -722688.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -722697.125000 Penalty: 4264.351074
	Iteration 20F: 3 clusters Score -722697.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -722705.937500 Penalty: 4264.351074
	Iteration 21Q: 3 clusters Score -722705.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -722720.687500 Penalty: 4264.351074
	Iteration 22Q: 3 clusters Score -722720.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -722731.250000 Penalty: 4264.351074
	Iteration 23Q: 3 clusters Score -722731.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -722743.000000 Penalty: 4264.351074
	Iteration 24Q: 3 clusters Score -722743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -722756.937500 Penalty: 4264.351074
	Iteration 25Q: 3 clusters Score -722756.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -722765.375000 Penalty: 4264.351074
	Iteration 26Q: 3 clusters Score -722765.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -722768.187500 Penalty: 4264.351074
	Iteration 27Q: 3 clusters Score -722768.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -722771.062500 Penalty: 4264.351074
	Iteration 28Q: 3 clusters Score -722771.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -722778.187500 Penalty: 4264.351074
	Iteration 29Q: 3 clusters Score -722778.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -722780.500000 Penalty: 4264.351074
	Iteration 30Q: 3 clusters Score -722780.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -722781.000000 Penalty: 4264.351074
	Iteration 31Q: 3 clusters Score -722781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -722781.687500 Penalty: 4264.351074
	Iteration 32Q: 3 clusters Score -722781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -722781.687500 Penalty: 4264.351074
	Iteration 33Q: 3 clusters Score -722781.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -722782.125000 Penalty: 4264.351074
	Iteration 34Q: 3 clusters Score -722782.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -722782.500000 Penalty: 4264.351074
	Iteration 35Q: 3 clusters Score -722782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -722782.500000 Penalty: 4264.351074
	Iteration 36F: 3 clusters Score -722782.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Entering Unmasked Estep 
Score: -6549918.000000 Penalty: 2668.049561
	Iteration 0F: 2 clusters Score -6549918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -6518285.500000 Penalty: 5336.099121
	Iteration 0F: 3 clusters Score -6518286 nChanged 21721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -6530320.500000 Penalty: 5336.099121
	Iteration 1F: 3 clusters Score -6530320 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -6531005.500000 Penalty: 5336.099121
	Iteration 2Q: 3 clusters Score -6531006 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -6531806.500000 Penalty: 5336.099121
	Iteration 3Q: 3 clusters Score -6531806 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -6532540.500000 Penalty: 5336.099121
	Iteration 4Q: 3 clusters Score -6532540 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -6533346.500000 Penalty: 5336.099121
	Iteration 5Q: 3 clusters Score -6533346 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -6534178.500000 Penalty: 5336.099121
	Iteration 6Q: 3 clusters Score -6534178 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -6535026.500000 Penalty: 5336.099121
	Iteration 7Q: 3 clusters Score -6535026 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -6535798.500000 Penalty: 5336.099121
	Iteration 8Q: 3 clusters Score -6535798 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -6536511.000000 Penalty: 5336.099121
	Iteration 9Q: 3 clusters Score -6536511 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -6537162.500000 Penalty: 5336.099121
	Iteration 10Q: 3 clusters Score -6537162 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -6537699.500000 Penalty: 5336.099121
	Iteration 11Q: 3 clusters Score -6537700 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -6538267.500000 Penalty: 5336.099121
	Iteration 12Q: 3 clusters Score -6538268 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -6538935.000000 Penalty: 5336.099121
	Iteration 13Q: 3 clusters Score -6538935 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -6539661.500000 Penalty: 5336.099121
	Iteration 14Q: 3 clusters Score -6539662 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -6540564.500000 Penalty: 5336.099121
	Iteration 15Q: 3 clusters Score -6540564 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -6541641.000000 Penalty: 5336.099121
	Iteration 16Q: 3 clusters Score -6541641 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -6542876.500000 Penalty: 5336.099121
	Iteration 17Q: 3 clusters Score -6542876 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -6544108.500000 Penalty: 5336.099121
	Iteration 18Q: 3 clusters Score -6544108 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -6545089.500000 Penalty: 5336.099121
	Iteration 19Q: 3 clusters Score -6545090 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -6545862.500000 Penalty: 5336.099121
	Iteration 20F: 3 clusters Score -6545862 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -6546424.500000 Penalty: 5336.099121
	Iteration 21Q: 3 clusters Score -6546424 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6546814.500000 Penalty: 5336.099121
	Iteration 22Q: 3 clusters Score -6546814 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6547131.000000 Penalty: 5336.099121
	Iteration 23Q: 3 clusters Score -6547131 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6547307.500000 Penalty: 5336.099121
	Iteration 24Q: 3 clusters Score -6547308 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6547424.500000 Penalty: 5336.099121
	Iteration 25Q: 3 clusters Score -6547424 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6547496.000000 Penalty: 5336.099121
	Iteration 26Q: 3 clusters Score -6547496 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6547548.000000 Penalty: 5336.099121
	Iteration 27Q: 3 clusters Score -6547548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6547596.000000 Penalty: 5336.099121
	Iteration 28Q: 3 clusters Score -6547596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46371 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6547611.500000 Penalty: 5336.099121
	Iteration 29Q: 3 clusters Score -6547612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6547625.500000 Penalty: 5336.099121
	Iteration 30Q: 3 clusters Score -6547626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6547620.000000 Penalty: 5336.099121
	Iteration 31Q: 3 clusters Score -6547620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6547613.500000 Penalty: 5336.099121
	Iteration 32Q: 3 clusters Score -6547614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6547619.000000 Penalty: 5336.099121
	Iteration 33Q: 3 clusters Score -6547619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6547635.000000 Penalty: 5336.099121
	Iteration 34Q: 3 clusters Score -6547635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6547634.500000 Penalty: 5336.099121
	Iteration 35Q: 3 clusters Score -6547634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6547634.000000 Penalty: 5336.099121
	Iteration 36Q: 3 clusters Score -6547634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -6547648.000000 Penalty: 5336.099121
	Iteration 37Q: 3 clusters Score -6547648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6547656.500000 Penalty: 5336.099121
	Iteration 38Q: 3 clusters Score -6547656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6547653.500000 Penalty: 5336.099121
	Iteration 39Q: 3 clusters Score -6547654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6547652.500000 Penalty: 5336.099121
	Iteration 40F: 3 clusters Score -6547652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6547651.000000 Penalty: 5336.099121
	Iteration 41Q: 3 clusters Score -6547651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6547649.000000 Penalty: 5336.099121
	Iteration 42Q: 3 clusters Score -6547649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6547651.000000 Penalty: 5336.099121
	Iteration 43Q: 3 clusters Score -6547651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6547660.500000 Penalty: 5336.099121
	Iteration 44Q: 3 clusters Score -6547660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46450 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6547662.000000 Penalty: 5336.099121
	Iteration 45Q: 3 clusters Score -6547662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6547663.500000 Penalty: 5336.099121
	Iteration 46Q: 3 clusters Score -6547664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6547660.000000 Penalty: 5336.099121
	Iteration 47Q: 3 clusters Score -6547660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -6547660.000000 Penalty: 5336.099121
	Iteration 48F: 3 clusters Score -6547660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Entering Unmasked Estep 
Score: -1148863.875000 Penalty: 2243.070557
	Iteration 0F: 2 clusters Score -1148864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1142171.875000 Penalty: 4486.141113
	Iteration 0F: 3 clusters Score -1142172 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1144028.875000 Penalty: 4486.141113
	Iteration 1F: 3 clusters Score -1144029 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1144284.625000 Penalty: 4486.141113
	Iteration 2F: 3 clusters Score -1144285 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1144444.750000 Penalty: 4486.141113
	Iteration 3Q: 3 clusters Score -1144445 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1144576.875000 Penalty: 4486.141113
	Iteration 4Q: 3 clusters Score -1144577 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1144701.375000 Penalty: 4486.141113
	Iteration 5Q: 3 clusters Score -1144701 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1144820.500000 Penalty: 4486.141113
	Iteration 6Q: 3 clusters Score -1144820 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1144959.750000 Penalty: 4486.141113
	Iteration 7Q: 3 clusters Score -1144960 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1145130.250000 Penalty: 4486.141113
	Iteration 8Q: 3 clusters Score -1145130 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1145354.125000 Penalty: 4486.141113
	Iteration 9Q: 3 clusters Score -1145354 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1145603.375000 Penalty: 4486.141113
	Iteration 10Q: 3 clusters Score -1145603 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1145864.000000 Penalty: 4486.141113
	Iteration 11Q: 3 clusters Score -1145864 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1146104.125000 Penalty: 4486.141113
	Iteration 12Q: 3 clusters Score -1146104 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1146312.500000 Penalty: 4486.141113
	Iteration 13Q: 3 clusters Score -1146312 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1146459.250000 Penalty: 4486.141113
	Iteration 14Q: 3 clusters Score -1146459 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1146589.750000 Penalty: 4486.141113
	Iteration 15Q: 3 clusters Score -1146590 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1146715.000000 Penalty: 4486.141113
	Iteration 16Q: 3 clusters Score -1146715 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1146797.875000 Penalty: 4486.141113
	Iteration 17Q: 3 clusters Score -1146798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1146859.000000 Penalty: 4486.141113
	Iteration 18Q: 3 clusters Score -1146859 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1146905.000000 Penalty: 4486.141113
	Iteration 19Q: 3 clusters Score -1146905 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1146934.875000 Penalty: 4486.141113
	Iteration 20F: 3 clusters Score -1146935 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1146955.250000 Penalty: 4486.141113
	Iteration 21Q: 3 clusters Score -1146955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1146975.250000 Penalty: 4486.141113
	Iteration 22Q: 3 clusters Score -1146975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1146991.250000 Penalty: 4486.141113
	Iteration 23Q: 3 clusters Score -1146991 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1147005.500000 Penalty: 4486.141113
	Iteration 24Q: 3 clusters Score -1147006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1147019.875000 Penalty: 4486.141113
	Iteration 25Q: 3 clusters Score -1147020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1147027.125000 Penalty: 4486.141113
	Iteration 26Q: 3 clusters Score -1147027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1147031.250000 Penalty: 4486.141113
	Iteration 27Q: 3 clusters Score -1147031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1147031.750000 Penalty: 4486.141113
	Iteration 28Q: 3 clusters Score -1147032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1147035.625000 Penalty: 4486.141113
	Iteration 29Q: 3 clusters Score -1147036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1147036.625000 Penalty: 4486.141113
	Iteration 30Q: 3 clusters Score -1147037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1147038.125000 Penalty: 4486.141113
	Iteration 31Q: 3 clusters Score -1147038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1147044.250000 Penalty: 4486.141113
	Iteration 32Q: 3 clusters Score -1147044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1147048.875000 Penalty: 4486.141113
	Iteration 33Q: 3 clusters Score -1147049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1147051.500000 Penalty: 4486.141113
	Iteration 34Q: 3 clusters Score -1147052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1147053.250000 Penalty: 4486.141113
	Iteration 35Q: 3 clusters Score -1147053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1147053.250000 Penalty: 4486.141113
	Iteration 36F: 3 clusters Score -1147053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 111354 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2203 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 119055 members 
Mstep: Class 9 contains 46600 members 
Mstep: Class 10 contains 89966 members 
Mstep: Class 11 contains 29480 members 
Mstep: Class 12 contains 12667 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 45577 members 
Mstep: Class 15 contains 7960 members 
Mstep: Class 16 contains 4771 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 47651 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31094 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 29410 members 
Mstep: Class 23 contains 8373 members 
Mstep: Class 24 contains 5418 members 
Mstep: Class 25 contains 47017 members 
Mstep: Class 26 contains 8473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230672.000000 Penalty: 95255.710938
Iteration 79Q: 29 clusters Score -1.222307e+08 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 111239 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 119221 members 
Mstep: Class 9 contains 46789 members 
Mstep: Class 10 contains 90312 members 
Mstep: Class 11 contains 29722 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 7850 members 
Mstep: Class 14 contains 45523 members 
Mstep: Class 15 contains 7968 members 
Mstep: Class 16 contains 5873 members 
Mstep: Class 17 contains 3061 members 
Mstep: Class 18 contains 47648 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31113 members 
Mstep: Class 21 contains 1095 members 
Mstep: Class 22 contains 29409 members 
Mstep: Class 23 contains 8402 members 
Mstep: Class 24 contains 5421 members 
Mstep: Class 25 contains 46902 members 
Mstep: Class 26 contains 8452 members 
Mstep: Class 27 contains 242111 members 
Mstep: Class 28 contains 218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122233160.000000 Penalty: 95255.710938
Iteration 80F: 29 clusters Score -1.222332e+08 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 110693 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 118204 members 
Mstep: Class 9 contains 46346 members 
Mstep: Class 10 contains 90442 members 
Mstep: Class 11 contains 29859 members 
Mstep: Class 12 contains 12629 members 
Mstep: Class 13 contains 7895 members 
Mstep: Class 14 contains 45442 members 
Mstep: Class 15 contains 7978 members 
Mstep: Class 16 contains 6705 members 
Mstep: Class 17 contains 3055 members 
Mstep: Class 18 contains 47656 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31132 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 29397 members 
Mstep: Class 23 contains 8401 members 
Mstep: Class 24 contains 5425 members 
Mstep: Class 25 contains 46652 members 
Mstep: Class 26 contains 8431 members 
Mstep: Class 27 contains 243367 members 
Mstep: Class 28 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234352.000000 Penalty: 95255.710938
Iteration 81Q: 29 clusters Score -1.222344e+08 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 109948 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2177 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 117351 members 
Mstep: Class 9 contains 46009 members 
Mstep: Class 10 contains 90636 members 
Mstep: Class 11 contains 29999 members 
Mstep: Class 12 contains 12586 members 
Mstep: Class 13 contains 7950 members 
Mstep: Class 14 contains 45377 members 
Mstep: Class 15 contains 8002 members 
Mstep: Class 16 contains 7521 members 
Mstep: Class 17 contains 3054 members 
Mstep: Class 18 contains 47667 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31144 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 29382 members 
Mstep: Class 23 contains 8408 members 
Mstep: Class 24 contains 5428 members 
Mstep: Class 25 contains 46456 members 
Mstep: Class 26 contains 8400 members 
Mstep: Class 27 contains 244422 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234816.000000 Penalty: 95255.710938
Iteration 82Q: 29 clusters Score -1.222348e+08 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 109125 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 116620 members 
Mstep: Class 9 contains 45740 members 
Mstep: Class 10 contains 90902 members 
Mstep: Class 11 contains 30151 members 
Mstep: Class 12 contains 12551 members 
Mstep: Class 13 contains 8007 members 
Mstep: Class 14 contains 45319 members 
Mstep: Class 15 contains 8021 members 
Mstep: Class 16 contains 8280 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 47672 members 
Mstep: Class 19 contains 594 members 
Mstep: Class 20 contains 31157 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 29369 members 
Mstep: Class 23 contains 8421 members 
Mstep: Class 24 contains 5432 members 
Mstep: Class 25 contains 46305 members 
Mstep: Class 26 contains 8372 members 
Mstep: Class 27 contains 245290 members 
Mstep: Class 28 contains 226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234856.000000 Penalty: 95255.710938
Iteration 83Q: 29 clusters Score -1.222349e+08 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 108292 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2111 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 115942 members 
Mstep: Class 9 contains 45518 members 
Mstep: Class 10 contains 91164 members 
Mstep: Class 11 contains 30298 members 
Mstep: Class 12 contains 12518 members 
Mstep: Class 13 contains 8050 members 
Mstep: Class 14 contains 45287 members 
Mstep: Class 15 contains 8040 members 
Mstep: Class 16 contains 8970 members 
Mstep: Class 17 contains 3046 members 
Mstep: Class 18 contains 47680 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31164 members 
Mstep: Class 21 contains 1091 members 
Mstep: Class 22 contains 29343 members 
Mstep: Class 23 contains 8435 members 
Mstep: Class 24 contains 5439 members 
Mstep: Class 25 contains 46148 members 
Mstep: Class 26 contains 8340 members 
Mstep: Class 27 contains 246136 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235208.000000 Penalty: 95255.710938
Iteration 84Q: 29 clusters Score -1.222352e+08 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 107434 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2090 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 115321 members 
Mstep: Class 9 contains 45355 members 
Mstep: Class 10 contains 91431 members 
Mstep: Class 11 contains 30437 members 
Mstep: Class 12 contains 12478 members 
Mstep: Class 13 contains 8104 members 
Mstep: Class 14 contains 45255 members 
Mstep: Class 15 contains 8050 members 
Mstep: Class 16 contains 9635 members 
Mstep: Class 17 contains 3044 members 
Mstep: Class 18 contains 47688 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31181 members 
Mstep: Class 21 contains 1093 members 
Mstep: Class 22 contains 29329 members 
Mstep: Class 23 contains 8443 members 
Mstep: Class 24 contains 5441 members 
Mstep: Class 25 contains 46017 members 
Mstep: Class 26 contains 8305 members 
Mstep: Class 27 contains 246881 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235576.000000 Penalty: 95255.710938
Iteration 85Q: 29 clusters Score -1.222356e+08 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 106538 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2067 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 114777 members 
Mstep: Class 9 contains 45243 members 
Mstep: Class 10 contains 91719 members 
Mstep: Class 11 contains 30579 members 
Mstep: Class 12 contains 12435 members 
Mstep: Class 13 contains 8146 members 
Mstep: Class 14 contains 45211 members 
Mstep: Class 15 contains 8064 members 
Mstep: Class 16 contains 10291 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 47699 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31198 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 29310 members 
Mstep: Class 23 contains 8459 members 
Mstep: Class 24 contains 5447 members 
Mstep: Class 25 contains 45909 members 
Mstep: Class 26 contains 8257 members 
Mstep: Class 27 contains 247529 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235056.000000 Penalty: 95255.710938
Iteration 86Q: 29 clusters Score -1.222351e+08 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 105657 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 114307 members 
Mstep: Class 9 contains 45121 members 
Mstep: Class 10 contains 91995 members 
Mstep: Class 11 contains 30700 members 
Mstep: Class 12 contains 12409 members 
Mstep: Class 13 contains 8183 members 
Mstep: Class 14 contains 45169 members 
Mstep: Class 15 contains 8077 members 
Mstep: Class 16 contains 10886 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 47711 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31208 members 
Mstep: Class 21 contains 1096 members 
Mstep: Class 22 contains 29287 members 
Mstep: Class 23 contains 8475 members 
Mstep: Class 24 contains 5453 members 
Mstep: Class 25 contains 45817 members 
Mstep: Class 26 contains 8215 members 
Mstep: Class 27 contains 248157 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234984.000000 Penalty: 95255.710938
Iteration 87Q: 29 clusters Score -1.22235e+08 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 104818 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2035 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 113819 members 
Mstep: Class 9 contains 45021 members 
Mstep: Class 10 contains 92290 members 
Mstep: Class 11 contains 30833 members 
Mstep: Class 12 contains 12375 members 
Mstep: Class 13 contains 8222 members 
Mstep: Class 14 contains 45140 members 
Mstep: Class 15 contains 8085 members 
Mstep: Class 16 contains 11441 members 
Mstep: Class 17 contains 3040 members 
Mstep: Class 18 contains 47720 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31221 members 
Mstep: Class 21 contains 1097 members 
Mstep: Class 22 contains 29266 members 
Mstep: Class 23 contains 8491 members 
Mstep: Class 24 contains 5461 members 
Mstep: Class 25 contains 45714 members 
Mstep: Class 26 contains 8176 members 
Mstep: Class 27 contains 248747 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235128.000000 Penalty: 95255.710938
Iteration 88Q: 29 clusters Score -1.222351e+08 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 103918 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2022 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 113362 members 
Mstep: Class 9 contains 44938 members 
Mstep: Class 10 contains 92536 members 
Mstep: Class 11 contains 30978 members 
Mstep: Class 12 contains 12350 members 
Mstep: Class 13 contains 8256 members 
Mstep: Class 14 contains 45113 members 
Mstep: Class 15 contains 8100 members 
Mstep: Class 16 contains 11965 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 18 contains 47729 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31228 members 
Mstep: Class 21 contains 1098 members 
Mstep: Class 22 contains 29251 members 
Mstep: Class 23 contains 8516 members 
Mstep: Class 24 contains 5464 members 
Mstep: Class 25 contains 45648 members 
Mstep: Class 26 contains 8153 members 
Mstep: Class 27 contains 249350 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235344.000000 Penalty: 95255.710938
Iteration 89Q: 29 clusters Score -1.222353e+08 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 103040 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 112967 members 
Mstep: Class 9 contains 44874 members 
Mstep: Class 10 contains 92794 members 
Mstep: Class 11 contains 31090 members 
Mstep: Class 12 contains 12303 members 
Mstep: Class 13 contains 8287 members 
Mstep: Class 14 contains 45112 members 
Mstep: Class 15 contains 8114 members 
Mstep: Class 16 contains 12430 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 47747 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 1097 members 
Mstep: Class 22 contains 29230 members 
Mstep: Class 23 contains 8533 members 
Mstep: Class 24 contains 5464 members 
Mstep: Class 25 contains 45610 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 249928 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235344.000000 Penalty: 95255.710938
Iteration 90Q: 29 clusters Score -1.222353e+08 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 102196 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1992 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 112578 members 
Mstep: Class 9 contains 44824 members 
Mstep: Class 10 contains 93063 members 
Mstep: Class 11 contains 31218 members 
Mstep: Class 12 contains 12263 members 
Mstep: Class 13 contains 8314 members 
Mstep: Class 14 contains 45097 members 
Mstep: Class 15 contains 8127 members 
Mstep: Class 16 contains 12838 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 47770 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31229 members 
Mstep: Class 21 contains 1098 members 
Mstep: Class 22 contains 29203 members 
Mstep: Class 23 contains 8545 members 
Mstep: Class 24 contains 5470 members 
Mstep: Class 25 contains 45578 members 
Mstep: Class 26 contains 8101 members 
Mstep: Class 27 contains 250481 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235264.000000 Penalty: 95255.710938
Iteration 91Q: 29 clusters Score -1.222353e+08 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 101435 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1977 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 112141 members 
Mstep: Class 9 contains 44790 members 
Mstep: Class 10 contains 93364 members 
Mstep: Class 11 contains 31343 members 
Mstep: Class 12 contains 12237 members 
Mstep: Class 13 contains 8344 members 
Mstep: Class 14 contains 45083 members 
Mstep: Class 15 contains 8141 members 
Mstep: Class 16 contains 13190 members 
Mstep: Class 17 contains 3014 members 
Mstep: Class 18 contains 47785 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31223 members 
Mstep: Class 21 contains 1099 members 
Mstep: Class 22 contains 29180 members 
Mstep: Class 23 contains 8565 members 
Mstep: Class 24 contains 5472 members 
Mstep: Class 25 contains 45544 members 
Mstep: Class 26 contains 8092 members 
Mstep: Class 27 contains 250991 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235200.000000 Penalty: 95255.710938
Iteration 92Q: 29 clusters Score -1.222352e+08 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 100661 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1971 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 111683 members 
Mstep: Class 9 contains 44770 members 
Mstep: Class 10 contains 93707 members 
Mstep: Class 11 contains 31462 members 
Mstep: Class 12 contains 12217 members 
Mstep: Class 13 contains 8370 members 
Mstep: Class 14 contains 45060 members 
Mstep: Class 15 contains 8142 members 
Mstep: Class 16 contains 13544 members 
Mstep: Class 17 contains 3007 members 
Mstep: Class 18 contains 47802 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31216 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 29147 members 
Mstep: Class 23 contains 8577 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 45529 members 
Mstep: Class 26 contains 8093 members 
Mstep: Class 27 contains 251476 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235496.000000 Penalty: 95255.710938
Iteration 93Q: 29 clusters Score -1.222355e+08 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 99897 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1964 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 111216 members 
Mstep: Class 9 contains 44772 members 
Mstep: Class 10 contains 94031 members 
Mstep: Class 11 contains 31582 members 
Mstep: Class 12 contains 12188 members 
Mstep: Class 13 contains 8401 members 
Mstep: Class 14 contains 45042 members 
Mstep: Class 15 contains 8147 members 
Mstep: Class 16 contains 13868 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 47811 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31225 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 29129 members 
Mstep: Class 23 contains 8602 members 
Mstep: Class 24 contains 5476 members 
Mstep: Class 25 contains 45527 members 
Mstep: Class 26 contains 8087 members 
Mstep: Class 27 contains 251943 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235704.000000 Penalty: 95255.710938
Iteration 94Q: 29 clusters Score -1.222357e+08 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 99181 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1957 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 110729 members 
Mstep: Class 9 contains 44756 members 
Mstep: Class 10 contains 94343 members 
Mstep: Class 11 contains 31690 members 
Mstep: Class 12 contains 12177 members 
Mstep: Class 13 contains 8412 members 
Mstep: Class 14 contains 45025 members 
Mstep: Class 15 contains 8151 members 
Mstep: Class 16 contains 14173 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 47815 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31224 members 
Mstep: Class 21 contains 1102 members 
Mstep: Class 22 contains 29115 members 
Mstep: Class 23 contains 8632 members 
Mstep: Class 24 contains 5479 members 
Mstep: Class 25 contains 45564 members 
Mstep: Class 26 contains 8076 members 
Mstep: Class 27 contains 252410 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235552.000000 Penalty: 95255.710938
Iteration 95Q: 29 clusters Score -1.222356e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 98507 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1947 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 110297 members 
Mstep: Class 9 contains 44754 members 
Mstep: Class 10 contains 94615 members 
Mstep: Class 11 contains 31777 members 
Mstep: Class 12 contains 12166 members 
Mstep: Class 13 contains 8433 members 
Mstep: Class 14 contains 45013 members 
Mstep: Class 15 contains 8154 members 
Mstep: Class 16 contains 14446 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 47822 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31224 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 29106 members 
Mstep: Class 23 contains 8654 members 
Mstep: Class 24 contains 5481 members 
Mstep: Class 25 contains 45646 members 
Mstep: Class 26 contains 8069 members 
Mstep: Class 27 contains 252806 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235400.000000 Penalty: 95255.710938
Iteration 96Q: 29 clusters Score -1.222354e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 97829 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1935 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 109861 members 
Mstep: Class 9 contains 44734 members 
Mstep: Class 10 contains 94884 members 
Mstep: Class 11 contains 31887 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 8454 members 
Mstep: Class 14 contains 44985 members 
Mstep: Class 15 contains 8155 members 
Mstep: Class 16 contains 14706 members 
Mstep: Class 17 contains 2987 members 
Mstep: Class 18 contains 47831 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31232 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 29104 members 
Mstep: Class 23 contains 8666 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 45739 members 
Mstep: Class 26 contains 8059 members 
Mstep: Class 27 contains 253218 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235368.000000 Penalty: 95255.710938
Iteration 97Q: 29 clusters Score -1.222354e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 97186 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1927 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 109391 members 
Mstep: Class 9 contains 44740 members 
Mstep: Class 10 contains 95136 members 
Mstep: Class 11 contains 32016 members 
Mstep: Class 12 contains 12141 members 
Mstep: Class 13 contains 8475 members 
Mstep: Class 14 contains 44962 members 
Mstep: Class 15 contains 8156 members 
Mstep: Class 16 contains 14911 members 
Mstep: Class 17 contains 2982 members 
Mstep: Class 18 contains 47830 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31230 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 29107 members 
Mstep: Class 23 contains 8682 members 
Mstep: Class 24 contains 5484 members 
Mstep: Class 25 contains 45824 members 
Mstep: Class 26 contains 8058 members 
Mstep: Class 27 contains 253671 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235216.000000 Penalty: 95255.710938
Iteration 98Q: 29 clusters Score -1.222352e+08 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 96533 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1919 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 108947 members 
Mstep: Class 9 contains 44739 members 
Mstep: Class 10 contains 95421 members 
Mstep: Class 11 contains 32140 members 
Mstep: Class 12 contains 12127 members 
Mstep: Class 13 contains 8502 members 
Mstep: Class 14 contains 44948 members 
Mstep: Class 15 contains 8160 members 
Mstep: Class 16 contains 15099 members 
Mstep: Class 17 contains 2976 members 
Mstep: Class 18 contains 47836 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31223 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 29097 members 
Mstep: Class 23 contains 8699 members 
Mstep: Class 24 contains 5482 members 
Mstep: Class 25 contains 45905 members 
Mstep: Class 26 contains 8051 members 
Mstep: Class 27 contains 254105 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234936.000000 Penalty: 95255.710938
Iteration 99Q: 29 clusters Score -1.222349e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 95931 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1913 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 108491 members 
Mstep: Class 9 contains 44748 members 
Mstep: Class 10 contains 95707 members 
Mstep: Class 11 contains 32245 members 
Mstep: Class 12 contains 12115 members 
Mstep: Class 13 contains 8534 members 
Mstep: Class 14 contains 44933 members 
Mstep: Class 15 contains 8164 members 
Mstep: Class 16 contains 15261 members 
Mstep: Class 17 contains 2975 members 
Mstep: Class 18 contains 47837 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31216 members 
Mstep: Class 21 contains 1102 members 
Mstep: Class 22 contains 29086 members 
Mstep: Class 23 contains 8710 members 
Mstep: Class 24 contains 5483 members 
Mstep: Class 25 contains 45956 members 
Mstep: Class 26 contains 8046 members 
Mstep: Class 27 contains 254556 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234688.000000 Penalty: 95255.710938
Iteration 100F: 29 clusters Score -1.222347e+08 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 95269 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 108043 members 
Mstep: Class 9 contains 44760 members 
Mstep: Class 10 contains 95957 members 
Mstep: Class 11 contains 32344 members 
Mstep: Class 12 contains 12108 members 
Mstep: Class 13 contains 8565 members 
Mstep: Class 14 contains 44886 members 
Mstep: Class 15 contains 8169 members 
Mstep: Class 16 contains 15606 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 47838 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31213 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 29074 members 
Mstep: Class 23 contains 8721 members 
Mstep: Class 24 contains 5487 members 
Mstep: Class 25 contains 46018 members 
Mstep: Class 26 contains 8013 members 
Mstep: Class 27 contains 254952 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234648.000000 Penalty: 95255.710938
Iteration 101Q: 29 clusters Score -1.222346e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 94604 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1880 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 107630 members 
Mstep: Class 9 contains 44767 members 
Mstep: Class 10 contains 96225 members 
Mstep: Class 11 contains 32441 members 
Mstep: Class 12 contains 12111 members 
Mstep: Class 13 contains 8590 members 
Mstep: Class 14 contains 44852 members 
Mstep: Class 15 contains 8172 members 
Mstep: Class 16 contains 15909 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 18 contains 47844 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31215 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 29069 members 
Mstep: Class 23 contains 8739 members 
Mstep: Class 24 contains 5488 members 
Mstep: Class 25 contains 46076 members 
Mstep: Class 26 contains 7988 members 
Mstep: Class 27 contains 255340 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234664.000000 Penalty: 95255.710938
Iteration 102Q: 29 clusters Score -1.222347e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 93957 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1842 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 107192 members 
Mstep: Class 9 contains 44780 members 
Mstep: Class 10 contains 96474 members 
Mstep: Class 11 contains 32510 members 
Mstep: Class 12 contains 12118 members 
Mstep: Class 13 contains 8611 members 
Mstep: Class 14 contains 44822 members 
Mstep: Class 15 contains 8182 members 
Mstep: Class 16 contains 16208 members 
Mstep: Class 17 contains 2966 members 
Mstep: Class 18 contains 47848 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31221 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 29065 members 
Mstep: Class 23 contains 8764 members 
Mstep: Class 24 contains 5489 members 
Mstep: Class 25 contains 46145 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 255750 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234520.000000 Penalty: 95255.710938
Iteration 103Q: 29 clusters Score -1.222345e+08 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 93271 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1811 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 106768 members 
Mstep: Class 9 contains 44793 members 
Mstep: Class 10 contains 96715 members 
Mstep: Class 11 contains 32581 members 
Mstep: Class 12 contains 12130 members 
Mstep: Class 13 contains 8634 members 
Mstep: Class 14 contains 44796 members 
Mstep: Class 15 contains 8191 members 
Mstep: Class 16 contains 16484 members 
Mstep: Class 17 contains 2959 members 
Mstep: Class 18 contains 47854 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31219 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 29060 members 
Mstep: Class 23 contains 8780 members 
Mstep: Class 24 contains 5490 members 
Mstep: Class 25 contains 46264 members 
Mstep: Class 26 contains 7935 members 
Mstep: Class 27 contains 256174 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234360.000000 Penalty: 95255.710938
Iteration 104Q: 29 clusters Score -1.222344e+08 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 92621 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 106387 members 
Mstep: Class 9 contains 44818 members 
Mstep: Class 10 contains 96946 members 
Mstep: Class 11 contains 32664 members 
Mstep: Class 12 contains 12131 members 
Mstep: Class 13 contains 8659 members 
Mstep: Class 14 contains 44772 members 
Mstep: Class 15 contains 8200 members 
Mstep: Class 16 contains 16773 members 
Mstep: Class 17 contains 2952 members 
Mstep: Class 18 contains 47859 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31219 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 29054 members 
Mstep: Class 23 contains 8793 members 
Mstep: Class 24 contains 5491 members 
Mstep: Class 25 contains 46348 members 
Mstep: Class 26 contains 7896 members 
Mstep: Class 27 contains 256539 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122233984.000000 Penalty: 95255.710938
Iteration 105Q: 29 clusters Score -1.22234e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 91987 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1766 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 106033 members 
Mstep: Class 9 contains 44837 members 
Mstep: Class 10 contains 97171 members 
Mstep: Class 11 contains 32775 members 
Mstep: Class 12 contains 12126 members 
Mstep: Class 13 contains 8676 members 
Mstep: Class 14 contains 44762 members 
Mstep: Class 15 contains 8205 members 
Mstep: Class 16 contains 17035 members 
Mstep: Class 17 contains 2945 members 
Mstep: Class 18 contains 47866 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31218 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 29044 members 
Mstep: Class 23 contains 8798 members 
Mstep: Class 24 contains 5490 members 
Mstep: Class 25 contains 46438 members 
Mstep: Class 26 contains 7873 members 
Mstep: Class 27 contains 256865 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234200.000000 Penalty: 95255.710938
Iteration 106Q: 29 clusters Score -1.222342e+08 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 91300 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1751 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 105679 members 
Mstep: Class 9 contains 44844 members 
Mstep: Class 10 contains 97377 members 
Mstep: Class 11 contains 32872 members 
Mstep: Class 12 contains 12107 members 
Mstep: Class 13 contains 8691 members 
Mstep: Class 14 contains 44752 members 
Mstep: Class 15 contains 8204 members 
Mstep: Class 16 contains 17264 members 
Mstep: Class 17 contains 2939 members 
Mstep: Class 18 contains 47867 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31230 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 29045 members 
Mstep: Class 23 contains 8810 members 
Mstep: Class 24 contains 5493 members 
Mstep: Class 25 contains 46516 members 
Mstep: Class 26 contains 7865 members 
Mstep: Class 27 contains 257304 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234024.000000 Penalty: 95255.710938
Iteration 107Q: 29 clusters Score -1.22234e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 90637 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1744 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 105269 members 
Mstep: Class 9 contains 44843 members 
Mstep: Class 10 contains 97588 members 
Mstep: Class 11 contains 32971 members 
Mstep: Class 12 contains 12105 members 
Mstep: Class 13 contains 8713 members 
Mstep: Class 14 contains 44735 members 
Mstep: Class 15 contains 8204 members 
Mstep: Class 16 contains 17489 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 18 contains 47876 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31234 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 29033 members 
Mstep: Class 23 contains 8825 members 
Mstep: Class 24 contains 5495 members 
Mstep: Class 25 contains 46614 members 
Mstep: Class 26 contains 7854 members 
Mstep: Class 27 contains 257744 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122233992.000000 Penalty: 95255.710938
Iteration 108Q: 29 clusters Score -1.22234e+08 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 89942 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1739 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 104874 members 
Mstep: Class 9 contains 44846 members 
Mstep: Class 10 contains 97784 members 
Mstep: Class 11 contains 33068 members 
Mstep: Class 12 contains 12103 members 
Mstep: Class 13 contains 8728 members 
Mstep: Class 14 contains 44700 members 
Mstep: Class 15 contains 8203 members 
Mstep: Class 16 contains 17698 members 
Mstep: Class 17 contains 2930 members 
Mstep: Class 18 contains 47891 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31241 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 29012 members 
Mstep: Class 23 contains 8846 members 
Mstep: Class 24 contains 5495 members 
Mstep: Class 25 contains 46746 members 
Mstep: Class 26 contains 7844 members 
Mstep: Class 27 contains 258218 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234112.000000 Penalty: 95255.710938
Iteration 109Q: 29 clusters Score -1.222341e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 89217 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1738 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 104514 members 
Mstep: Class 9 contains 44852 members 
Mstep: Class 10 contains 97975 members 
Mstep: Class 11 contains 33174 members 
Mstep: Class 12 contains 12097 members 
Mstep: Class 13 contains 8736 members 
Mstep: Class 14 contains 44671 members 
Mstep: Class 15 contains 8202 members 
Mstep: Class 16 contains 17889 members 
Mstep: Class 17 contains 2929 members 
Mstep: Class 18 contains 47905 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31242 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 28993 members 
Mstep: Class 23 contains 8859 members 
Mstep: Class 24 contains 5497 members 
Mstep: Class 25 contains 46889 members 
Mstep: Class 26 contains 7831 members 
Mstep: Class 27 contains 258698 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234320.000000 Penalty: 95255.710938
Iteration 110Q: 29 clusters Score -1.222343e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 88531 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1736 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 104158 members 
Mstep: Class 9 contains 44870 members 
Mstep: Class 10 contains 98193 members 
Mstep: Class 11 contains 33264 members 
Mstep: Class 12 contains 12087 members 
Mstep: Class 13 contains 8739 members 
Mstep: Class 14 contains 44654 members 
Mstep: Class 15 contains 8201 members 
Mstep: Class 16 contains 18079 members 
Mstep: Class 17 contains 2926 members 
Mstep: Class 18 contains 47920 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31244 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 28978 members 
Mstep: Class 23 contains 8871 members 
Mstep: Class 24 contains 5499 members 
Mstep: Class 25 contains 47006 members 
Mstep: Class 26 contains 7822 members 
Mstep: Class 27 contains 259130 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
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Iteration 111Q: 29 clusters Score -1.222343e+08 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 87811 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 103773 members 
Mstep: Class 9 contains 44886 members 
Mstep: Class 10 contains 98381 members 
Mstep: Class 11 contains 33336 members 
Mstep: Class 12 contains 12058 members 
Mstep: Class 13 contains 8747 members 
Mstep: Class 14 contains 44635 members 
Mstep: Class 15 contains 8200 members 
Mstep: Class 16 contains 18258 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 47942 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31256 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 28965 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 5500 members 
Mstep: Class 25 contains 47156 members 
Mstep: Class 26 contains 7823 members 
Mstep: Class 27 contains 259640 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234176.000000 Penalty: 95255.710938
Iteration 112Q: 29 clusters Score -1.222342e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 87137 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1730 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 103345 members 
Mstep: Class 9 contains 44895 members 
Mstep: Class 10 contains 98559 members 
Mstep: Class 11 contains 33395 members 
Mstep: Class 12 contains 12045 members 
Mstep: Class 13 contains 8750 members 
Mstep: Class 14 contains 44631 members 
Mstep: Class 15 contains 8199 members 
Mstep: Class 16 contains 18445 members 
Mstep: Class 17 contains 2924 members 
Mstep: Class 18 contains 47952 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31267 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 28946 members 
Mstep: Class 23 contains 8897 members 
Mstep: Class 24 contains 5503 members 
Mstep: Class 25 contains 47272 members 
Mstep: Class 26 contains 7826 members 
Mstep: Class 27 contains 260190 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234248.000000 Penalty: 95255.710938
Iteration 113Q: 29 clusters Score -1.222342e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 86446 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1728 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 102995 members 
Mstep: Class 9 contains 44912 members 
Mstep: Class 10 contains 98696 members 
Mstep: Class 11 contains 33456 members 
Mstep: Class 12 contains 12017 members 
Mstep: Class 13 contains 8754 members 
Mstep: Class 14 contains 44618 members 
Mstep: Class 15 contains 8201 members 
Mstep: Class 16 contains 18623 members 
Mstep: Class 17 contains 2921 members 
Mstep: Class 18 contains 47969 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31275 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 28940 members 
Mstep: Class 23 contains 8912 members 
Mstep: Class 24 contains 5509 members 
Mstep: Class 25 contains 47398 members 
Mstep: Class 26 contains 7828 members 
Mstep: Class 27 contains 260711 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234096.000000 Penalty: 95255.710938
Iteration 114Q: 29 clusters Score -1.222341e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 85762 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1725 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 102672 members 
Mstep: Class 9 contains 44925 members 
Mstep: Class 10 contains 98841 members 
Mstep: Class 11 contains 33523 members 
Mstep: Class 12 contains 12002 members 
Mstep: Class 13 contains 8764 members 
Mstep: Class 14 contains 44613 members 
Mstep: Class 15 contains 8200 members 
Mstep: Class 16 contains 18787 members 
Mstep: Class 17 contains 2919 members 
Mstep: Class 18 contains 47978 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31284 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 28929 members 
Mstep: Class 23 contains 8934 members 
Mstep: Class 24 contains 5513 members 
Mstep: Class 25 contains 47527 members 
Mstep: Class 26 contains 7827 members 
Mstep: Class 27 contains 261183 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122233880.000000 Penalty: 95255.710938
Iteration 115Q: 29 clusters Score -1.222339e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 85111 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 102327 members 
Mstep: Class 9 contains 44939 members 
Mstep: Class 10 contains 98970 members 
Mstep: Class 11 contains 33593 members 
Mstep: Class 12 contains 11984 members 
Mstep: Class 13 contains 8776 members 
Mstep: Class 14 contains 44602 members 
Mstep: Class 15 contains 8201 members 
Mstep: Class 16 contains 18951 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 47986 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31294 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 28909 members 
Mstep: Class 23 contains 8945 members 
Mstep: Class 24 contains 5517 members 
Mstep: Class 25 contains 47665 members 
Mstep: Class 26 contains 7823 members 
Mstep: Class 27 contains 261677 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234200.000000 Penalty: 95255.710938
Iteration 116Q: 29 clusters Score -1.222342e+08 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 84475 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1717 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 101997 members 
Mstep: Class 9 contains 44956 members 
Mstep: Class 10 contains 99094 members 
Mstep: Class 11 contains 33672 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 8783 members 
Mstep: Class 14 contains 44586 members 
Mstep: Class 15 contains 8205 members 
Mstep: Class 16 contains 19097 members 
Mstep: Class 17 contains 2910 members 
Mstep: Class 18 contains 47990 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31297 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 28906 members 
Mstep: Class 23 contains 8953 members 
Mstep: Class 24 contains 5523 members 
Mstep: Class 25 contains 47787 members 
Mstep: Class 26 contains 7817 members 
Mstep: Class 27 contains 262169 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234032.000000 Penalty: 95255.710938
Iteration 117Q: 29 clusters Score -1.22234e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 83853 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1713 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 101690 members 
Mstep: Class 9 contains 44977 members 
Mstep: Class 10 contains 99194 members 
Mstep: Class 11 contains 33773 members 
Mstep: Class 12 contains 11960 members 
Mstep: Class 13 contains 8795 members 
Mstep: Class 14 contains 44583 members 
Mstep: Class 15 contains 8210 members 
Mstep: Class 16 contains 19220 members 
Mstep: Class 17 contains 2901 members 
Mstep: Class 18 contains 47996 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31308 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 28895 members 
Mstep: Class 23 contains 8959 members 
Mstep: Class 24 contains 5526 members 
Mstep: Class 25 contains 47883 members 
Mstep: Class 26 contains 7808 members 
Mstep: Class 27 contains 262664 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122233352.000000 Penalty: 95255.710938
Iteration 118Q: 29 clusters Score -1.222334e+08 nChanged 2193
Entering ConstructFrom: 
Score: -122233352.000000 Penalty: 95255.710938
Entering ConstructFrom: 
Trying to split cluster 1 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -65581.695312 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -65581.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -64132.101562 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -64132.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -64409.218750 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -64409.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -64569.078125 Penalty: 3101.899170
	Iteration 2F: 3 clusters Score -64569.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -64828.742188 Penalty: 3101.899170
	Iteration 3F: 3 clusters Score -64828.74 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -65096.355469 Penalty: 3101.899170
	Iteration 4F: 3 clusters Score -65096.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -65542.960938 Penalty: 3101.899170
	Iteration 5F: 3 clusters Score -65542.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -65730.304688 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -65730.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -65839.757812 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -65839.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -65978.007812 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -65978.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -66062.726562 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -66062.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66068.789062 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -66068.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66068.789062 Penalty: 3101.899170
	Iteration 11F: 3 clusters Score -66068.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 83187 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 101382 members 
Mstep: Class 9 contains 44988 members 
Mstep: Class 10 contains 99310 members 
Mstep: Class 11 contains 33873 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 8806 members 
Mstep: Class 14 contains 44584 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 19354 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 48004 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31322 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 28879 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 5534 members 
Mstep: Class 25 contains 47986 members 
Mstep: Class 26 contains 7800 members 
Mstep: Class 27 contains 263163 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 388 members 
Entering Unmasked Estep 
Score: -122231960.000000 Penalty: 98657.695312
Splitting cluster 1 changes total score from -122233352.000000 to -122231960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (83187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83187 members 
Entering Unmasked Estep 
Score: -11065622.000000 Penalty: 2809.553711
	Iteration 0F: 2 clusters Score -1.106562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -11009939.000000 Penalty: 5619.107422
	Iteration 0F: 3 clusters Score -1.100994e+07 nChanged 39052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -11032397.000000 Penalty: 5619.107422
	Iteration 1F: 3 clusters Score -1.10324e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -11033420.000000 Penalty: 5619.107422
	Iteration 2Q: 3 clusters Score -1.103342e+07 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -11034858.000000 Penalty: 5619.107422
	Iteration 3Q: 3 clusters Score -1.103486e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -11036645.000000 Penalty: 5619.107422
	Iteration 4Q: 3 clusters Score -1.103664e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 50279 members 
Entering Unmasked Estep 
Score: -11039085.000000 Penalty: 5619.107422
	Iteration 5F: 3 clusters Score -1.103908e+07 nChanged 4866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -11042458.000000 Penalty: 5619.107422
	Iteration 6F: 3 clusters Score -1.104246e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -11046425.000000 Penalty: 5619.107422
	Iteration 7F: 3 clusters Score -1.104642e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
Score: -11050821.000000 Penalty: 5619.107422
	Iteration 8F: 3 clusters Score -1.105082e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -11054368.000000 Penalty: 5619.107422
	Iteration 9F: 3 clusters Score -1.105437e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -11056997.000000 Penalty: 5619.107422
	Iteration 10Q: 3 clusters Score -1.1057e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 71636 members 
Entering Unmasked Estep 
Score: -11058901.000000 Penalty: 5619.107422
	Iteration 11Q: 3 clusters Score -1.10589e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 73728 members 
Entering Unmasked Estep 
Score: -11060222.000000 Penalty: 5619.107422
	Iteration 12Q: 3 clusters Score -1.106022e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -11061189.000000 Penalty: 5619.107422
	Iteration 13Q: 3 clusters Score -1.106119e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 76633 members 
Entering Unmasked Estep 
Score: -11061902.000000 Penalty: 5619.107422
	Iteration 14Q: 3 clusters Score -1.10619e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 77651 members 
Entering Unmasked Estep 
Score: -11062355.000000 Penalty: 5619.107422
	Iteration 15Q: 3 clusters Score -1.106236e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 78484 members 
Entering Unmasked Estep 
Score: -11062696.000000 Penalty: 5619.107422
	Iteration 16Q: 3 clusters Score -1.10627e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 79136 members 
Entering Unmasked Estep 
Score: -11062979.000000 Penalty: 5619.107422
	Iteration 17Q: 3 clusters Score -1.106298e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 79621 members 
Entering Unmasked Estep 
Score: -11063163.000000 Penalty: 5619.107422
	Iteration 18Q: 3 clusters Score -1.106316e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 79977 members 
Entering Unmasked Estep 
Score: -11063354.000000 Penalty: 5619.107422
	Iteration 19Q: 3 clusters Score -1.106335e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 80269 members 
Entering Unmasked Estep 
Score: -11063459.000000 Penalty: 5619.107422
	Iteration 20F: 3 clusters Score -1.106346e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 80495 members 
Entering Unmasked Estep 
Score: -11063555.000000 Penalty: 5619.107422
	Iteration 21Q: 3 clusters Score -1.106356e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 80670 members 
Entering Unmasked Estep 
Score: -11063617.000000 Penalty: 5619.107422
	Iteration 22Q: 3 clusters Score -1.106362e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 80808 members 
Entering Unmasked Estep 
Score: -11063660.000000 Penalty: 5619.107422
	Iteration 23Q: 3 clusters Score -1.106366e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 80908 members 
Entering Unmasked Estep 
Score: -11063694.000000 Penalty: 5619.107422
	Iteration 24Q: 3 clusters Score -1.106369e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 80989 members 
Entering Unmasked Estep 
Score: -11063692.000000 Penalty: 5619.107422
	Iteration 25Q: 3 clusters Score -1.106369e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 81038 members 
Entering Unmasked Estep 
Score: -11063707.000000 Penalty: 5619.107422
	Iteration 26Q: 3 clusters Score -1.106371e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 81089 members 
Entering Unmasked Estep 
Score: -11063727.000000 Penalty: 5619.107422
	Iteration 27Q: 3 clusters Score -1.106373e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 81133 members 
Entering Unmasked Estep 
Score: -11063745.000000 Penalty: 5619.107422
	Iteration 28Q: 3 clusters Score -1.106374e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 81162 members 
Entering Unmasked Estep 
Score: -11063763.000000 Penalty: 5619.107422
	Iteration 29Q: 3 clusters Score -1.106376e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 81190 members 
Entering Unmasked Estep 
Score: -11063774.000000 Penalty: 5619.107422
	Iteration 30Q: 3 clusters Score -1.106377e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 81204 members 
Entering Unmasked Estep 
Score: -11063765.000000 Penalty: 5619.107422
	Iteration 31Q: 3 clusters Score -1.106376e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 81217 members 
Entering Unmasked Estep 
Score: -11063765.000000 Penalty: 5619.107422
	Iteration 32Q: 3 clusters Score -1.106376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -11063763.000000 Penalty: 5619.107422
	Iteration 33Q: 3 clusters Score -1.106376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 81233 members 
Entering Unmasked Estep 
Score: -11063760.000000 Penalty: 5619.107422
	Iteration 34Q: 3 clusters Score -1.106376e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -11063782.000000 Penalty: 5619.107422
	Iteration 35Q: 3 clusters Score -1.106378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 81252 members 
Entering Unmasked Estep 
Score: -11063768.000000 Penalty: 5619.107422
	Iteration 36Q: 3 clusters Score -1.106377e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -11063790.000000 Penalty: 5619.107422
	Iteration 37Q: 3 clusters Score -1.106379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 81263 members 
Entering Unmasked Estep 
Score: -11063789.000000 Penalty: 5619.107422
	Iteration 38Q: 3 clusters Score -1.106379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 81269 members 
Entering Unmasked Estep 
Score: -11063781.000000 Penalty: 5619.107422
	Iteration 39Q: 3 clusters Score -1.106378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -11063784.000000 Penalty: 5619.107422
	Iteration 40F: 3 clusters Score -1.106378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -11063785.000000 Penalty: 5619.107422
	Iteration 41Q: 3 clusters Score -1.106378e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 81283 members 
Entering Unmasked Estep 
Score: -11063792.000000 Penalty: 5619.107422
	Iteration 42Q: 3 clusters Score -1.106379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -11063796.000000 Penalty: 5619.107422
	Iteration 43Q: 3 clusters Score -1.10638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -11063793.000000 Penalty: 5619.107422
	Iteration 44Q: 3 clusters Score -1.106379e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 81303 members 
Entering Unmasked Estep 
Score: -11063801.000000 Penalty: 5619.107422
	Iteration 45Q: 3 clusters Score -1.10638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 81312 members 
Entering Unmasked Estep 
Score: -11063806.000000 Penalty: 5619.107422
	Iteration 46Q: 3 clusters Score -1.106381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 81317 members 
Entering Unmasked Estep 
Score: -11063818.000000 Penalty: 5619.107422
	Iteration 47Q: 3 clusters Score -1.106382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 81327 members 
Entering Unmasked Estep 
Score: -11063821.000000 Penalty: 5619.107422
	Iteration 48Q: 3 clusters Score -1.106382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 81335 members 
Entering Unmasked Estep 
Score: -11063826.000000 Penalty: 5619.107422
	Iteration 49Q: 3 clusters Score -1.106383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -11063827.000000 Penalty: 5619.107422
	Iteration 50Q: 3 clusters Score -1.106383e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
Score: -11063819.000000 Penalty: 5619.107422
	Iteration 51Q: 3 clusters Score -1.106382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 81366 members 
Entering Unmasked Estep 
Score: -11063841.000000 Penalty: 5619.107422
	Iteration 52Q: 3 clusters Score -1.106384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 81375 members 
Entering Unmasked Estep 
Score: -11063842.000000 Penalty: 5619.107422
	Iteration 53Q: 3 clusters Score -1.106384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -11063848.000000 Penalty: 5619.107422
	Iteration 54Q: 3 clusters Score -1.106385e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 81392 members 
Entering Unmasked Estep 
Score: -11063865.000000 Penalty: 5619.107422
	Iteration 55Q: 3 clusters Score -1.106386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 81397 members 
Entering Unmasked Estep 
Score: -11063859.000000 Penalty: 5619.107422
	Iteration 56Q: 3 clusters Score -1.106386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -11063853.000000 Penalty: 5619.107422
	Iteration 57Q: 3 clusters Score -1.106385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 81400 members 
Entering Unmasked Estep 
Score: -11063861.000000 Penalty: 5619.107422
	Iteration 58Q: 3 clusters Score -1.106386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 81401 members 
Entering Unmasked Estep 
Score: -11063863.000000 Penalty: 5619.107422
	Iteration 59Q: 3 clusters Score -1.106386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -11063863.000000 Penalty: 5619.107422
	Iteration 60F: 3 clusters Score -1.106386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 81404 members 
Entering Unmasked Estep 
Score: -11063865.000000 Penalty: 5619.107422
	Iteration 61Q: 3 clusters Score -1.106386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 81411 members 
Entering Unmasked Estep 
Score: -11063858.000000 Penalty: 5619.107422
	Iteration 62Q: 3 clusters Score -1.106386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 81419 members 
Entering Unmasked Estep 
Score: -11063861.000000 Penalty: 5619.107422
	Iteration 63Q: 3 clusters Score -1.106386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 81426 members 
Entering Unmasked Estep 
Score: -11063863.000000 Penalty: 5619.107422
	Iteration 64Q: 3 clusters Score -1.106386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 81433 members 
Entering Unmasked Estep 
Score: -11063874.000000 Penalty: 5619.107422
	Iteration 65Q: 3 clusters Score -1.106387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 81443 members 
Entering Unmasked Estep 
Score: -11063862.000000 Penalty: 5619.107422
	Iteration 66Q: 3 clusters Score -1.106386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -11063856.000000 Penalty: 5619.107422
	Iteration 67Q: 3 clusters Score -1.106386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 81453 members 
Entering Unmasked Estep 
Score: -11063863.000000 Penalty: 5619.107422
	Iteration 68Q: 3 clusters Score -1.106386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 81460 members 
Entering Unmasked Estep 
Score: -11063867.000000 Penalty: 5619.107422
	Iteration 69Q: 3 clusters Score -1.106387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -11063860.000000 Penalty: 5619.107422
	Iteration 70Q: 3 clusters Score -1.106386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 81467 members 
Entering Unmasked Estep 
Score: -11063864.000000 Penalty: 5619.107422
	Iteration 71Q: 3 clusters Score -1.106386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -11063872.000000 Penalty: 5619.107422
	Iteration 72Q: 3 clusters Score -1.106387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 81475 members 
Entering Unmasked Estep 
Score: -11063872.000000 Penalty: 5619.107422
	Iteration 73Q: 3 clusters Score -1.106387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 81478 members 
Entering Unmasked Estep 
Score: -11063880.000000 Penalty: 5619.107422
	Iteration 74Q: 3 clusters Score -1.106388e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 81482 members 
Entering Unmasked Estep 
Score: -11063875.000000 Penalty: 5619.107422
	Iteration 75Q: 3 clusters Score -1.106388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 81484 members 
Entering Unmasked Estep 
Score: -11063872.000000 Penalty: 5619.107422
	Iteration 76Q: 3 clusters Score -1.106387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -11063885.000000 Penalty: 5619.107422
	Iteration 77Q: 3 clusters Score -1.106388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -11063877.000000 Penalty: 5619.107422
	Iteration 78Q: 3 clusters Score -1.106388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -11063874.000000 Penalty: 5619.107422
	Iteration 79Q: 3 clusters Score -1.106387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -11063875.000000 Penalty: 5619.107422
	Iteration 80F: 3 clusters Score -1.106388e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 81489 members 
Entering Unmasked Estep 
Score: -11063870.000000 Penalty: 5619.107422
	Iteration 81Q: 3 clusters Score -1.106387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -11063868.000000 Penalty: 5619.107422
	Iteration 82Q: 3 clusters Score -1.106387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -11063868.000000 Penalty: 5619.107422
	Iteration 83F: 3 clusters Score -1.106387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -98758.148438 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -98758.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -97125.695312 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -97125.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -97515.359375 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -97515.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -97998.945312 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -97998.95 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -98659.453125 Penalty: 3288.819092
	Iteration 3F: 3 clusters Score -98659.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98997.632812 Penalty: 3288.819092
	Iteration 4F: 3 clusters Score -98997.63 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -99359.843750 Penalty: 3288.819092
	Iteration 5Q: 3 clusters Score -99359.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99563.843750 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -99563.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99563.843750 Penalty: 3288.819092
	Iteration 7F: 3 clusters Score -99563.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 83187 members 
Mstep: Class 3 contains 205 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 101382 members 
Mstep: Class 9 contains 44988 members 
Mstep: Class 10 contains 99310 members 
Mstep: Class 11 contains 33873 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 8806 members 
Mstep: Class 14 contains 44584 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 19354 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 48004 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31322 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 28879 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 5534 members 
Mstep: Class 25 contains 47986 members 
Mstep: Class 26 contains 7800 members 
Mstep: Class 27 contains 263163 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 553 members 
Entering Unmasked Estep 
Score: -122232664.000000 Penalty: 98657.695312
Splitting cluster 3 changes total score from -122233352.000000 to -122232664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -63031.097656 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -63031.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61621.031250 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -61621.03 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61936.785156 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -61936.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -62055.792969 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -62055.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62137.308594 Penalty: 3072.425049
	Iteration 3F: 3 clusters Score -62137.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -62195.812500 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -62195.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -62256.250000 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -62256.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -62325.171875 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -62325.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -62400.906250 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -62400.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -62568.917969 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -62568.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -62799.972656 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -62799.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -62850.570312 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -62850.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -62867.394531 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -62867.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -62879.890625 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -62879.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -62883.367188 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -62883.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -62883.367188 Penalty: 3072.425049
	Iteration 14F: 3 clusters Score -62883.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -62797.566406 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -62797.57 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 259 members 
Entering Unmasked Estep 
Score: -61328.636719 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61328.64 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61614.410156 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -61614.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61793.957031 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -61793.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62081.269531 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -62081.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62642.265625 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -62642.27 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -62881.292969 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -62881.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -63091.648438 Penalty: 3116.930664
	Iteration 6F: 3 clusters Score -63091.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -63258.976562 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -63258.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -63343.738281 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -63343.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -63424.214844 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -63424.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -63475.343750 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -63475.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -63488.125000 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -63488.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -63501.019531 Penalty: 3116.930664
	Iteration 12F: 3 clusters Score -63501.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -63523.125000 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -63523.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -63581.187500 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -63581.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -63593.382812 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -63593.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -63593.382812 Penalty: 3116.930664
	Iteration 16F: 3 clusters Score -63593.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 83187 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 101382 members 
Mstep: Class 9 contains 44988 members 
Mstep: Class 10 contains 99310 members 
Mstep: Class 11 contains 33873 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 8806 members 
Mstep: Class 14 contains 44584 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 19354 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 48004 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31322 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 28879 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 5534 members 
Mstep: Class 25 contains 47986 members 
Mstep: Class 26 contains 7800 members 
Mstep: Class 27 contains 263163 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 126 members 
Entering Unmasked Estep 
Score: -122232320.000000 Penalty: 98657.695312
Splitting cluster 5 changes total score from -122233352.000000 to -122232320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Entering Unmasked Estep 
Score: -213197.562500 Penalty: 1846.028564
	Iteration 0F: 2 clusters Score -213197.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -210797.609375 Penalty: 3692.057129
	Iteration 0F: 3 clusters Score -210797.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -211276.093750 Penalty: 3692.057129
	Iteration 1F: 3 clusters Score -211276.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -211455.625000 Penalty: 3692.057129
	Iteration 2F: 3 clusters Score -211455.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -211591.312500 Penalty: 3692.057129
	Iteration 3F: 3 clusters Score -211591.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -211693.687500 Penalty: 3692.057129
	Iteration 4Q: 3 clusters Score -211693.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -211787.359375 Penalty: 3692.057129
	Iteration 5Q: 3 clusters Score -211787.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -211880.812500 Penalty: 3692.057129
	Iteration 6Q: 3 clusters Score -211880.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -211942.750000 Penalty: 3692.057129
	Iteration 7Q: 3 clusters Score -211942.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -211987.718750 Penalty: 3692.057129
	Iteration 8Q: 3 clusters Score -211987.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -212031.906250 Penalty: 3692.057129
	Iteration 9Q: 3 clusters Score -212031.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -212112.328125 Penalty: 3692.057129
	Iteration 10Q: 3 clusters Score -212112.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -212218.015625 Penalty: 3692.057129
	Iteration 11Q: 3 clusters Score -212218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -212411.109375 Penalty: 3692.057129
	Iteration 12Q: 3 clusters Score -212411.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -212552.484375 Penalty: 3692.057129
	Iteration 13Q: 3 clusters Score -212552.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -212614.687500 Penalty: 3692.057129
	Iteration 14Q: 3 clusters Score -212614.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -212642.406250 Penalty: 3692.057129
	Iteration 15Q: 3 clusters Score -212642.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -212652.156250 Penalty: 3692.057129
	Iteration 16Q: 3 clusters Score -212652.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -212660.171875 Penalty: 3692.057129
	Iteration 17Q: 3 clusters Score -212660.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -212664.812500 Penalty: 3692.057129
	Iteration 18Q: 3 clusters Score -212664.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -212670.515625 Penalty: 3692.057129
	Iteration 19Q: 3 clusters Score -212670.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -212676.828125 Penalty: 3692.057129
	Iteration 20F: 3 clusters Score -212676.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -212690.468750 Penalty: 3692.057129
	Iteration 21Q: 3 clusters Score -212690.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -212702.718750 Penalty: 3692.057129
	Iteration 22Q: 3 clusters Score -212702.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -212705.187500 Penalty: 3692.057129
	Iteration 23Q: 3 clusters Score -212705.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -212706.984375 Penalty: 3692.057129
	Iteration 24Q: 3 clusters Score -212707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -212708.812500 Penalty: 3692.057129
	Iteration 25Q: 3 clusters Score -212708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -212709.250000 Penalty: 3692.057129
	Iteration 26Q: 3 clusters Score -212709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -212709.250000 Penalty: 3692.057129
	Iteration 27F: 3 clusters Score -212709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -74412.328125 Penalty: 1578.458252
	Iteration 0F: 2 clusters Score -74412.33 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 283 members 
Entering Unmasked Estep 
Score: -72905.398438 Penalty: 3156.916504
	Iteration 0F: 3 clusters Score -72905.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -73582.054688 Penalty: 3156.916504
	Iteration 1F: 3 clusters Score -73582.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -74056.414062 Penalty: 3156.916504
	Iteration 2F: 3 clusters Score -74056.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -74827.734375 Penalty: 3156.916504
	Iteration 3F: 3 clusters Score -74827.73 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -75656.046875 Penalty: 3156.916504
	Iteration 4Q: 3 clusters Score -75656.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -75704.960938 Penalty: 3156.916504
	Iteration 5Q: 3 clusters Score -75704.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -75737.742188 Penalty: 3156.916504
	Iteration 6Q: 3 clusters Score -75737.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -75737.742188 Penalty: 3156.916504
	Iteration 7F: 3 clusters Score -75737.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 83187 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 501 members 
Mstep: Class 8 contains 101382 members 
Mstep: Class 9 contains 44988 members 
Mstep: Class 10 contains 99310 members 
Mstep: Class 11 contains 33873 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 8806 members 
Mstep: Class 14 contains 44584 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 19354 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 48004 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31322 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 28879 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 5534 members 
Mstep: Class 25 contains 47986 members 
Mstep: Class 26 contains 7800 members 
Mstep: Class 27 contains 263163 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 80 members 
Entering Unmasked Estep 
Score: -122232848.000000 Penalty: 98657.695312
Splitting cluster 7 changes total score from -122233352.000000 to -122232848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (101382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101382 members 
Entering Unmasked Estep 
Score: -14106407.000000 Penalty: 2858.609375
	Iteration 0F: 2 clusters Score -1.410641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -14038638.000000 Penalty: 5717.218750
	Iteration 0F: 3 clusters Score -1.403864e+07 nChanged 47899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -14065997.000000 Penalty: 5717.218750
	Iteration 1F: 3 clusters Score -1.4066e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 50960 members 
Entering Unmasked Estep 
Score: -14066710.000000 Penalty: 5717.218750
	Iteration 2Q: 3 clusters Score -1.406671e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -14067502.000000 Penalty: 5717.218750
	Iteration 3Q: 3 clusters Score -1.40675e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49936 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -14068384.000000 Penalty: 5717.218750
	Iteration 4Q: 3 clusters Score -1.406838e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -14069438.000000 Penalty: 5717.218750
	Iteration 5Q: 3 clusters Score -1.406944e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 52325 members 
Entering Unmasked Estep 
Score: -14070582.000000 Penalty: 5717.218750
	Iteration 6Q: 3 clusters Score -1.407058e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48586 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -14072330.000000 Penalty: 5717.218750
	Iteration 7Q: 3 clusters Score -1.407233e+07 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 53194 members 
Entering Unmasked Estep 
Score: -14074348.000000 Penalty: 5717.218750
	Iteration 8Q: 3 clusters Score -1.407435e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -14077328.000000 Penalty: 5717.218750
	Iteration 9Q: 3 clusters Score -1.407733e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -14080923.000000 Penalty: 5717.218750
	Iteration 10F: 3 clusters Score -1.408092e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -14084860.000000 Penalty: 5717.218750
	Iteration 11F: 3 clusters Score -1.408486e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -14087423.000000 Penalty: 5717.218750
	Iteration 12F: 3 clusters Score -1.408742e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47548 members 
Mstep: Class 2 contains 53834 members 
Entering Unmasked Estep 
Score: -14088611.000000 Penalty: 5717.218750
	Iteration 13Q: 3 clusters Score -1.408861e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 53882 members 
Entering Unmasked Estep 
Score: -14088950.000000 Penalty: 5717.218750
	Iteration 14Q: 3 clusters Score -1.408895e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -14089261.000000 Penalty: 5717.218750
	Iteration 15Q: 3 clusters Score -1.408926e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 54090 members 
Entering Unmasked Estep 
Score: -14089494.000000 Penalty: 5717.218750
	Iteration 16Q: 3 clusters Score -1.408949e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 54233 members 
Entering Unmasked Estep 
Score: -14089714.000000 Penalty: 5717.218750
	Iteration 17Q: 3 clusters Score -1.408971e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -14089881.000000 Penalty: 5717.218750
	Iteration 18Q: 3 clusters Score -1.408988e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 54628 members 
Entering Unmasked Estep 
Score: -14090105.000000 Penalty: 5717.218750
	Iteration 19Q: 3 clusters Score -1.40901e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -14090406.000000 Penalty: 5717.218750
	Iteration 20F: 3 clusters Score -1.409041e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 55156 members 
Entering Unmasked Estep 
Score: -14090626.000000 Penalty: 5717.218750
	Iteration 21Q: 3 clusters Score -1.409063e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 55522 members 
Entering Unmasked Estep 
Score: -14090904.000000 Penalty: 5717.218750
	Iteration 22Q: 3 clusters Score -1.40909e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 55953 members 
Entering Unmasked Estep 
Score: -14091175.000000 Penalty: 5717.218750
	Iteration 23Q: 3 clusters Score -1.409118e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 56430 members 
Entering Unmasked Estep 
Score: -14091479.000000 Penalty: 5717.218750
	Iteration 24Q: 3 clusters Score -1.409148e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -14091811.000000 Penalty: 5717.218750
	Iteration 25Q: 3 clusters Score -1.409181e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 57605 members 
Entering Unmasked Estep 
Score: -14092061.000000 Penalty: 5717.218750
	Iteration 26Q: 3 clusters Score -1.409206e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -14092371.000000 Penalty: 5717.218750
	Iteration 27Q: 3 clusters Score -1.409237e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 59073 members 
Entering Unmasked Estep 
Score: -14092603.000000 Penalty: 5717.218750
	Iteration 28Q: 3 clusters Score -1.40926e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 59909 members 
Entering Unmasked Estep 
Score: -14092865.000000 Penalty: 5717.218750
	Iteration 29Q: 3 clusters Score -1.409286e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 60854 members 
Entering Unmasked Estep 
Score: -14093114.000000 Penalty: 5717.218750
	Iteration 30Q: 3 clusters Score -1.409311e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 61808 members 
Entering Unmasked Estep 
Score: -14093305.000000 Penalty: 5717.218750
	Iteration 31Q: 3 clusters Score -1.40933e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 62798 members 
Entering Unmasked Estep 
Score: -14093618.000000 Penalty: 5717.218750
	Iteration 32Q: 3 clusters Score -1.409362e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -14093969.000000 Penalty: 5717.218750
	Iteration 33Q: 3 clusters Score -1.409397e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 64966 members 
Entering Unmasked Estep 
Score: -14094305.000000 Penalty: 5717.218750
	Iteration 34Q: 3 clusters Score -1.40943e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 66111 members 
Entering Unmasked Estep 
Score: -14094681.000000 Penalty: 5717.218750
	Iteration 35Q: 3 clusters Score -1.409468e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -14095126.000000 Penalty: 5717.218750
	Iteration 36Q: 3 clusters Score -1.409513e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 68629 members 
Entering Unmasked Estep 
Score: -14095549.000000 Penalty: 5717.218750
	Iteration 37Q: 3 clusters Score -1.409555e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 69956 members 
Entering Unmasked Estep 
Score: -14096083.000000 Penalty: 5717.218750
	Iteration 38Q: 3 clusters Score -1.409608e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -14096605.000000 Penalty: 5717.218750
	Iteration 39Q: 3 clusters Score -1.40966e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 72633 members 
Entering Unmasked Estep 
Score: -14097212.000000 Penalty: 5717.218750
	Iteration 40F: 3 clusters Score -1.409721e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 74001 members 
Entering Unmasked Estep 
Score: -14097732.000000 Penalty: 5717.218750
	Iteration 41Q: 3 clusters Score -1.409773e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -14098276.000000 Penalty: 5717.218750
	Iteration 42Q: 3 clusters Score -1.409828e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 76568 members 
Entering Unmasked Estep 
Score: -14098814.000000 Penalty: 5717.218750
	Iteration 43Q: 3 clusters Score -1.409881e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 77797 members 
Entering Unmasked Estep 
Score: -14099273.000000 Penalty: 5717.218750
	Iteration 44Q: 3 clusters Score -1.409927e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 78912 members 
Entering Unmasked Estep 
Score: -14099726.000000 Penalty: 5717.218750
	Iteration 45Q: 3 clusters Score -1.409973e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 79966 members 
Entering Unmasked Estep 
Score: -14100096.000000 Penalty: 5717.218750
	Iteration 46Q: 3 clusters Score -1.41001e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -14100392.000000 Penalty: 5717.218750
	Iteration 47Q: 3 clusters Score -1.410039e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 81850 members 
Entering Unmasked Estep 
Score: -14100696.000000 Penalty: 5717.218750
	Iteration 48Q: 3 clusters Score -1.41007e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 82720 members 
Entering Unmasked Estep 
Score: -14101007.000000 Penalty: 5717.218750
	Iteration 49Q: 3 clusters Score -1.410101e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 83498 members 
Entering Unmasked Estep 
Score: -14101181.000000 Penalty: 5717.218750
	Iteration 50Q: 3 clusters Score -1.410118e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 84204 members 
Entering Unmasked Estep 
Score: -14101318.000000 Penalty: 5717.218750
	Iteration 51Q: 3 clusters Score -1.410132e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 84853 members 
Entering Unmasked Estep 
Score: -14101441.000000 Penalty: 5717.218750
	Iteration 52Q: 3 clusters Score -1.410144e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 85433 members 
Entering Unmasked Estep 
Score: -14101632.000000 Penalty: 5717.218750
	Iteration 53Q: 3 clusters Score -1.410163e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 85993 members 
Entering Unmasked Estep 
Score: -14101738.000000 Penalty: 5717.218750
	Iteration 54Q: 3 clusters Score -1.410174e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -14101822.000000 Penalty: 5717.218750
	Iteration 55Q: 3 clusters Score -1.410182e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 86957 members 
Entering Unmasked Estep 
Score: -14101907.000000 Penalty: 5717.218750
	Iteration 56Q: 3 clusters Score -1.410191e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 87387 members 
Entering Unmasked Estep 
Score: -14101956.000000 Penalty: 5717.218750
	Iteration 57Q: 3 clusters Score -1.410196e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 87816 members 
Entering Unmasked Estep 
Score: -14102022.000000 Penalty: 5717.218750
	Iteration 58Q: 3 clusters Score -1.410202e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 88259 members 
Entering Unmasked Estep 
Score: -14102111.000000 Penalty: 5717.218750
	Iteration 59Q: 3 clusters Score -1.410211e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -14102212.000000 Penalty: 5717.218750
	Iteration 60F: 3 clusters Score -1.410221e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 89105 members 
Entering Unmasked Estep 
Score: -14102300.000000 Penalty: 5717.218750
	Iteration 61Q: 3 clusters Score -1.41023e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 89513 members 
Entering Unmasked Estep 
Score: -14102388.000000 Penalty: 5717.218750
	Iteration 62Q: 3 clusters Score -1.410239e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 89887 members 
Entering Unmasked Estep 
Score: -14102404.000000 Penalty: 5717.218750
	Iteration 63Q: 3 clusters Score -1.41024e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 90263 members 
Entering Unmasked Estep 
Score: -14102488.000000 Penalty: 5717.218750
	Iteration 64Q: 3 clusters Score -1.410249e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 90619 members 
Entering Unmasked Estep 
Score: -14102552.000000 Penalty: 5717.218750
	Iteration 65Q: 3 clusters Score -1.410255e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 90999 members 
Entering Unmasked Estep 
Score: -14102619.000000 Penalty: 5717.218750
	Iteration 66Q: 3 clusters Score -1.410262e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -14102745.000000 Penalty: 5717.218750
	Iteration 67Q: 3 clusters Score -1.410274e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -14102831.000000 Penalty: 5717.218750
	Iteration 68Q: 3 clusters Score -1.410283e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 92022 members 
Entering Unmasked Estep 
Score: -14102932.000000 Penalty: 5717.218750
	Iteration 69Q: 3 clusters Score -1.410293e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -14102978.000000 Penalty: 5717.218750
	Iteration 70Q: 3 clusters Score -1.410298e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 92745 members 
Entering Unmasked Estep 
Score: -14103043.000000 Penalty: 5717.218750
	Iteration 71Q: 3 clusters Score -1.410304e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 93123 members 
Entering Unmasked Estep 
Score: -14103176.000000 Penalty: 5717.218750
	Iteration 72Q: 3 clusters Score -1.410318e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 93498 members 
Entering Unmasked Estep 
Score: -14103277.000000 Penalty: 5717.218750
	Iteration 73Q: 3 clusters Score -1.410328e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 93843 members 
Entering Unmasked Estep 
Score: -14103353.000000 Penalty: 5717.218750
	Iteration 74Q: 3 clusters Score -1.410335e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 94179 members 
Entering Unmasked Estep 
Score: -14103396.000000 Penalty: 5717.218750
	Iteration 75Q: 3 clusters Score -1.41034e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 94480 members 
Entering Unmasked Estep 
Score: -14103418.000000 Penalty: 5717.218750
	Iteration 76Q: 3 clusters Score -1.410342e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 94753 members 
Entering Unmasked Estep 
Score: -14103504.000000 Penalty: 5717.218750
	Iteration 77Q: 3 clusters Score -1.41035e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 95000 members 
Entering Unmasked Estep 
Score: -14103563.000000 Penalty: 5717.218750
	Iteration 78Q: 3 clusters Score -1.410356e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 95250 members 
Entering Unmasked Estep 
Score: -14103588.000000 Penalty: 5717.218750
	Iteration 79Q: 3 clusters Score -1.410359e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 95480 members 
Entering Unmasked Estep 
Score: -14103662.000000 Penalty: 5717.218750
	Iteration 80F: 3 clusters Score -1.410366e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 95729 members 
Entering Unmasked Estep 
Score: -14103721.000000 Penalty: 5717.218750
	Iteration 81Q: 3 clusters Score -1.410372e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 95971 members 
Entering Unmasked Estep 
Score: -14103758.000000 Penalty: 5717.218750
	Iteration 82Q: 3 clusters Score -1.410376e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 96199 members 
Entering Unmasked Estep 
Score: -14103803.000000 Penalty: 5717.218750
	Iteration 83Q: 3 clusters Score -1.41038e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 96404 members 
Entering Unmasked Estep 
Score: -14103864.000000 Penalty: 5717.218750
	Iteration 84Q: 3 clusters Score -1.410386e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 96574 members 
Entering Unmasked Estep 
Score: -14103911.000000 Penalty: 5717.218750
	Iteration 85Q: 3 clusters Score -1.410391e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 96726 members 
Entering Unmasked Estep 
Score: -14103955.000000 Penalty: 5717.218750
	Iteration 86Q: 3 clusters Score -1.410396e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 96881 members 
Entering Unmasked Estep 
Score: -14103994.000000 Penalty: 5717.218750
	Iteration 87Q: 3 clusters Score -1.410399e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 97023 members 
Entering Unmasked Estep 
Score: -14104028.000000 Penalty: 5717.218750
	Iteration 88Q: 3 clusters Score -1.410403e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 97149 members 
Entering Unmasked Estep 
Score: -14104041.000000 Penalty: 5717.218750
	Iteration 89Q: 3 clusters Score -1.410404e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 97268 members 
Entering Unmasked Estep 
Score: -14104067.000000 Penalty: 5717.218750
	Iteration 90Q: 3 clusters Score -1.410407e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 97381 members 
Entering Unmasked Estep 
Score: -14104085.000000 Penalty: 5717.218750
	Iteration 91Q: 3 clusters Score -1.410408e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 97490 members 
Entering Unmasked Estep 
Score: -14104080.000000 Penalty: 5717.218750
	Iteration 92Q: 3 clusters Score -1.410408e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 97575 members 
Entering Unmasked Estep 
Score: -14104099.000000 Penalty: 5717.218750
	Iteration 93Q: 3 clusters Score -1.41041e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 97655 members 
Entering Unmasked Estep 
Score: -14104110.000000 Penalty: 5717.218750
	Iteration 94Q: 3 clusters Score -1.410411e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -14104141.000000 Penalty: 5717.218750
	Iteration 95Q: 3 clusters Score -1.410414e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 97819 members 
Entering Unmasked Estep 
Score: -14104156.000000 Penalty: 5717.218750
	Iteration 96Q: 3 clusters Score -1.410416e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 97898 members 
Entering Unmasked Estep 
Score: -14104182.000000 Penalty: 5717.218750
	Iteration 97Q: 3 clusters Score -1.410418e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -14104181.000000 Penalty: 5717.218750
	Iteration 98Q: 3 clusters Score -1.410418e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 98033 members 
Entering Unmasked Estep 
Score: -14104209.000000 Penalty: 5717.218750
	Iteration 99Q: 3 clusters Score -1.410421e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 98102 members 
Entering Unmasked Estep 
Score: -14104218.000000 Penalty: 5717.218750
	Iteration 100F: 3 clusters Score -1.410422e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 98163 members 
Entering Unmasked Estep 
Score: -14104237.000000 Penalty: 5717.218750
	Iteration 101Q: 3 clusters Score -1.410424e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 98213 members 
Entering Unmasked Estep 
Score: -14104235.000000 Penalty: 5717.218750
	Iteration 102Q: 3 clusters Score -1.410424e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -14104252.000000 Penalty: 5717.218750
	Iteration 103Q: 3 clusters Score -1.410425e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 98318 members 
Entering Unmasked Estep 
Score: -14104274.000000 Penalty: 5717.218750
	Iteration 104Q: 3 clusters Score -1.410427e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 98380 members 
Entering Unmasked Estep 
Score: -14104284.000000 Penalty: 5717.218750
	Iteration 105Q: 3 clusters Score -1.410428e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 98421 members 
Entering Unmasked Estep 
Score: -14104282.000000 Penalty: 5717.218750
	Iteration 106Q: 3 clusters Score -1.410428e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 98461 members 
Entering Unmasked Estep 
Score: -14104284.000000 Penalty: 5717.218750
	Iteration 107Q: 3 clusters Score -1.410428e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 98505 members 
Entering Unmasked Estep 
Score: -14104290.000000 Penalty: 5717.218750
	Iteration 108Q: 3 clusters Score -1.410429e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 98553 members 
Entering Unmasked Estep 
Score: -14104313.000000 Penalty: 5717.218750
	Iteration 109Q: 3 clusters Score -1.410431e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 98606 members 
Entering Unmasked Estep 
Score: -14104307.000000 Penalty: 5717.218750
	Iteration 110Q: 3 clusters Score -1.410431e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 98656 members 
Entering Unmasked Estep 
Score: -14104331.000000 Penalty: 5717.218750
	Iteration 111Q: 3 clusters Score -1.410433e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 98692 members 
Entering Unmasked Estep 
Score: -14104328.000000 Penalty: 5717.218750
	Iteration 112Q: 3 clusters Score -1.410433e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 98739 members 
Entering Unmasked Estep 
Score: -14104337.000000 Penalty: 5717.218750
	Iteration 113Q: 3 clusters Score -1.410434e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 98775 members 
Entering Unmasked Estep 
Score: -14104354.000000 Penalty: 5717.218750
	Iteration 114Q: 3 clusters Score -1.410435e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 98809 members 
Entering Unmasked Estep 
Score: -14104353.000000 Penalty: 5717.218750
	Iteration 115Q: 3 clusters Score -1.410435e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 98836 members 
Entering Unmasked Estep 
Score: -14104356.000000 Penalty: 5717.218750
	Iteration 116Q: 3 clusters Score -1.410436e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 98856 members 
Entering Unmasked Estep 
Score: -14104353.000000 Penalty: 5717.218750
	Iteration 117Q: 3 clusters Score -1.410435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 98877 members 
Entering Unmasked Estep 
Score: -14104350.000000 Penalty: 5717.218750
	Iteration 118Q: 3 clusters Score -1.410435e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 98898 members 
Entering Unmasked Estep 
Score: -14104343.000000 Penalty: 5717.218750
	Iteration 119Q: 3 clusters Score -1.410434e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 98914 members 
Entering Unmasked Estep 
Score: -14104370.000000 Penalty: 5717.218750
	Iteration 120F: 3 clusters Score -1.410437e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 98931 members 
Entering Unmasked Estep 
Score: -14104365.000000 Penalty: 5717.218750
	Iteration 121Q: 3 clusters Score -1.410436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 98948 members 
Entering Unmasked Estep 
Score: -14104384.000000 Penalty: 5717.218750
	Iteration 122Q: 3 clusters Score -1.410438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 98965 members 
Entering Unmasked Estep 
Score: -14104384.000000 Penalty: 5717.218750
	Iteration 123Q: 3 clusters Score -1.410438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -14104395.000000 Penalty: 5717.218750
	Iteration 124Q: 3 clusters Score -1.41044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 98992 members 
Entering Unmasked Estep 
Score: -14104392.000000 Penalty: 5717.218750
	Iteration 125Q: 3 clusters Score -1.410439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 99003 members 
Entering Unmasked Estep 
Score: -14104391.000000 Penalty: 5717.218750
	Iteration 126Q: 3 clusters Score -1.410439e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 99016 members 
Entering Unmasked Estep 
Score: -14104390.000000 Penalty: 5717.218750
	Iteration 127Q: 3 clusters Score -1.410439e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -14104390.000000 Penalty: 5717.218750
	Iteration 128Q: 3 clusters Score -1.410439e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 99030 members 
Entering Unmasked Estep 
Score: -14104398.000000 Penalty: 5717.218750
	Iteration 129Q: 3 clusters Score -1.41044e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 99035 members 
Entering Unmasked Estep 
Score: -14104415.000000 Penalty: 5717.218750
	Iteration 130Q: 3 clusters Score -1.410442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 99040 members 
Entering Unmasked Estep 
Score: -14104404.000000 Penalty: 5717.218750
	Iteration 131Q: 3 clusters Score -1.41044e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 99041 members 
Entering Unmasked Estep 
Score: -14104411.000000 Penalty: 5717.218750
	Iteration 132Q: 3 clusters Score -1.410441e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 99045 members 
Entering Unmasked Estep 
Score: -14104410.000000 Penalty: 5717.218750
	Iteration 133Q: 3 clusters Score -1.410441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 99048 members 
Entering Unmasked Estep 
Score: -14104394.000000 Penalty: 5717.218750
	Iteration 134Q: 3 clusters Score -1.410439e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 99051 members 
Entering Unmasked Estep 
Score: -14104408.000000 Penalty: 5717.218750
	Iteration 135Q: 3 clusters Score -1.410441e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -14104405.000000 Penalty: 5717.218750
	Iteration 136Q: 3 clusters Score -1.41044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -14104411.000000 Penalty: 5717.218750
	Iteration 137Q: 3 clusters Score -1.410441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -14104411.000000 Penalty: 5717.218750
	Iteration 138F: 3 clusters Score -1.410441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44988 members 
Entering Unmasked Estep 
Score: -6232366.000000 Penalty: 2657.109619
	Iteration 0F: 2 clusters Score -6232366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -6201844.000000 Penalty: 5314.219238
	Iteration 0F: 3 clusters Score -6201844 nChanged 20726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -6213312.000000 Penalty: 5314.219238
	Iteration 1F: 3 clusters Score -6213312 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -6213772.000000 Penalty: 5314.219238
	Iteration 2Q: 3 clusters Score -6213772 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -6214216.500000 Penalty: 5314.219238
	Iteration 3Q: 3 clusters Score -6214216 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -6214670.500000 Penalty: 5314.219238
	Iteration 4Q: 3 clusters Score -6214670 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -6215152.000000 Penalty: 5314.219238
	Iteration 5Q: 3 clusters Score -6215152 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -6215676.500000 Penalty: 5314.219238
	Iteration 6Q: 3 clusters Score -6215676 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -6216310.500000 Penalty: 5314.219238
	Iteration 7Q: 3 clusters Score -6216310 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -6216981.500000 Penalty: 5314.219238
	Iteration 8Q: 3 clusters Score -6216982 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -6217785.500000 Penalty: 5314.219238
	Iteration 9Q: 3 clusters Score -6217786 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -6218805.500000 Penalty: 5314.219238
	Iteration 10Q: 3 clusters Score -6218806 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25941 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -6219848.000000 Penalty: 5314.219238
	Iteration 11Q: 3 clusters Score -6219848 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -6220955.500000 Penalty: 5314.219238
	Iteration 12Q: 3 clusters Score -6220956 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -6221863.000000 Penalty: 5314.219238
	Iteration 13Q: 3 clusters Score -6221863 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -6222620.000000 Penalty: 5314.219238
	Iteration 14Q: 3 clusters Score -6222620 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -6223189.000000 Penalty: 5314.219238
	Iteration 15Q: 3 clusters Score -6223189 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -6223823.000000 Penalty: 5314.219238
	Iteration 16Q: 3 clusters Score -6223823 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -6224457.500000 Penalty: 5314.219238
	Iteration 17Q: 3 clusters Score -6224458 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -6225124.500000 Penalty: 5314.219238
	Iteration 18Q: 3 clusters Score -6225124 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -6225878.000000 Penalty: 5314.219238
	Iteration 19Q: 3 clusters Score -6225878 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -6226643.000000 Penalty: 5314.219238
	Iteration 20F: 3 clusters Score -6226643 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -6227318.500000 Penalty: 5314.219238
	Iteration 21Q: 3 clusters Score -6227318 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -6227975.000000 Penalty: 5314.219238
	Iteration 22Q: 3 clusters Score -6227975 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -6228435.000000 Penalty: 5314.219238
	Iteration 23Q: 3 clusters Score -6228435 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -6228783.000000 Penalty: 5314.219238
	Iteration 24Q: 3 clusters Score -6228783 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -6229015.000000 Penalty: 5314.219238
	Iteration 25Q: 3 clusters Score -6229015 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -6229209.500000 Penalty: 5314.219238
	Iteration 26Q: 3 clusters Score -6229210 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -6229341.500000 Penalty: 5314.219238
	Iteration 27Q: 3 clusters Score -6229342 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -6229428.000000 Penalty: 5314.219238
	Iteration 28Q: 3 clusters Score -6229428 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -6229520.500000 Penalty: 5314.219238
	Iteration 29Q: 3 clusters Score -6229520 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -6229599.000000 Penalty: 5314.219238
	Iteration 30Q: 3 clusters Score -6229599 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -6229651.500000 Penalty: 5314.219238
	Iteration 31Q: 3 clusters Score -6229652 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -6229698.000000 Penalty: 5314.219238
	Iteration 32Q: 3 clusters Score -6229698 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -6229741.000000 Penalty: 5314.219238
	Iteration 33Q: 3 clusters Score -6229741 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -6229796.500000 Penalty: 5314.219238
	Iteration 34Q: 3 clusters Score -6229796 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6229850.000000 Penalty: 5314.219238
	Iteration 35Q: 3 clusters Score -6229850 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6229898.500000 Penalty: 5314.219238
	Iteration 36Q: 3 clusters Score -6229898 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41718 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -6229952.000000 Penalty: 5314.219238
	Iteration 37Q: 3 clusters Score -6229952 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -6229982.000000 Penalty: 5314.219238
	Iteration 38Q: 3 clusters Score -6229982 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6230037.500000 Penalty: 5314.219238
	Iteration 39Q: 3 clusters Score -6230038 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6230070.000000 Penalty: 5314.219238
	Iteration 40F: 3 clusters Score -6230070 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -6230076.000000 Penalty: 5314.219238
	Iteration 41Q: 3 clusters Score -6230076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -6230097.500000 Penalty: 5314.219238
	Iteration 42Q: 3 clusters Score -6230098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -6230105.000000 Penalty: 5314.219238
	Iteration 43Q: 3 clusters Score -6230105 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -6230121.000000 Penalty: 5314.219238
	Iteration 44Q: 3 clusters Score -6230121 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -6230129.000000 Penalty: 5314.219238
	Iteration 45Q: 3 clusters Score -6230129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6230141.000000 Penalty: 5314.219238
	Iteration 46Q: 3 clusters Score -6230141 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -6230143.000000 Penalty: 5314.219238
	Iteration 47Q: 3 clusters Score -6230143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -6230167.500000 Penalty: 5314.219238
	Iteration 48Q: 3 clusters Score -6230168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6230177.500000 Penalty: 5314.219238
	Iteration 49Q: 3 clusters Score -6230178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -6230177.500000 Penalty: 5314.219238
	Iteration 50Q: 3 clusters Score -6230178 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -6230181.000000 Penalty: 5314.219238
	Iteration 51Q: 3 clusters Score -6230181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -6230195.000000 Penalty: 5314.219238
	Iteration 52Q: 3 clusters Score -6230195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6230206.000000 Penalty: 5314.219238
	Iteration 53Q: 3 clusters Score -6230206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6230205.500000 Penalty: 5314.219238
	Iteration 54Q: 3 clusters Score -6230206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6230199.500000 Penalty: 5314.219238
	Iteration 55Q: 3 clusters Score -6230200 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6230221.000000 Penalty: 5314.219238
	Iteration 56Q: 3 clusters Score -6230221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6230223.000000 Penalty: 5314.219238
	Iteration 57Q: 3 clusters Score -6230223 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6230235.000000 Penalty: 5314.219238
	Iteration 58Q: 3 clusters Score -6230235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -6230242.500000 Penalty: 5314.219238
	Iteration 59Q: 3 clusters Score -6230242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -6230237.500000 Penalty: 5314.219238
	Iteration 60F: 3 clusters Score -6230238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6230240.000000 Penalty: 5314.219238
	Iteration 61Q: 3 clusters Score -6230240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6230240.000000 Penalty: 5314.219238
	Iteration 62Q: 3 clusters Score -6230240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -6230246.500000 Penalty: 5314.219238
	Iteration 63Q: 3 clusters Score -6230246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6230246.000000 Penalty: 5314.219238
	Iteration 64Q: 3 clusters Score -6230246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -6230248.000000 Penalty: 5314.219238
	Iteration 65Q: 3 clusters Score -6230248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -6230239.500000 Penalty: 5314.219238
	Iteration 66Q: 3 clusters Score -6230240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -6230242.500000 Penalty: 5314.219238
	Iteration 67Q: 3 clusters Score -6230242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6230235.000000 Penalty: 5314.219238
	Iteration 68Q: 3 clusters Score -6230235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6230242.000000 Penalty: 5314.219238
	Iteration 69Q: 3 clusters Score -6230242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6230233.000000 Penalty: 5314.219238
	Iteration 70Q: 3 clusters Score -6230233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -6230233.000000 Penalty: 5314.219238
	Iteration 71F: 3 clusters Score -6230233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99310 members 
Entering Unmasked Estep 
Score: -13638275.000000 Penalty: 2853.488281
	Iteration 0F: 2 clusters Score -1.363828e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49681 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -13572126.000000 Penalty: 5706.976562
	Iteration 0F: 3 clusters Score -1.357213e+07 nChanged 46900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -13599033.000000 Penalty: 5706.976562
	Iteration 1F: 3 clusters Score -1.359903e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -13600116.000000 Penalty: 5706.976562
	Iteration 2Q: 3 clusters Score -1.360012e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52424 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -13601721.000000 Penalty: 5706.976562
	Iteration 3Q: 3 clusters Score -1.360172e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54452 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -13604070.000000 Penalty: 5706.976562
	Iteration 4F: 3 clusters Score -1.360407e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57235 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -13607039.000000 Penalty: 5706.976562
	Iteration 5F: 3 clusters Score -1.360704e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60696 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -13610689.000000 Penalty: 5706.976562
	Iteration 6F: 3 clusters Score -1.361069e+07 nChanged 6272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64628 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -13614549.000000 Penalty: 5706.976562
	Iteration 7F: 3 clusters Score -1.361455e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -13618637.000000 Penalty: 5706.976562
	Iteration 8F: 3 clusters Score -1.361864e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -13622375.000000 Penalty: 5706.976562
	Iteration 9Q: 3 clusters Score -1.362238e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75874 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -13625282.000000 Penalty: 5706.976562
	Iteration 10Q: 3 clusters Score -1.362528e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78662 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -13627463.000000 Penalty: 5706.976562
	Iteration 11Q: 3 clusters Score -1.362746e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -13629046.000000 Penalty: 5706.976562
	Iteration 12Q: 3 clusters Score -1.362905e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83072 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -13630179.000000 Penalty: 5706.976562
	Iteration 13Q: 3 clusters Score -1.363018e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84893 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -13631183.000000 Penalty: 5706.976562
	Iteration 14Q: 3 clusters Score -1.363118e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86504 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -13632086.000000 Penalty: 5706.976562
	Iteration 15Q: 3 clusters Score -1.363209e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87957 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -13632828.000000 Penalty: 5706.976562
	Iteration 16Q: 3 clusters Score -1.363283e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89216 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -13633398.000000 Penalty: 5706.976562
	Iteration 17Q: 3 clusters Score -1.36334e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90288 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -13633819.000000 Penalty: 5706.976562
	Iteration 18Q: 3 clusters Score -1.363382e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91198 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -13634228.000000 Penalty: 5706.976562
	Iteration 19Q: 3 clusters Score -1.363423e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91997 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -13634546.000000 Penalty: 5706.976562
	Iteration 20F: 3 clusters Score -1.363455e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92724 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -13634825.000000 Penalty: 5706.976562
	Iteration 21Q: 3 clusters Score -1.363482e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93363 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -13635109.000000 Penalty: 5706.976562
	Iteration 22Q: 3 clusters Score -1.363511e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93895 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -13635244.000000 Penalty: 5706.976562
	Iteration 23Q: 3 clusters Score -1.363524e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94326 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -13635421.000000 Penalty: 5706.976562
	Iteration 24Q: 3 clusters Score -1.363542e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94701 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -13635566.000000 Penalty: 5706.976562
	Iteration 25Q: 3 clusters Score -1.363557e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95044 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -13635735.000000 Penalty: 5706.976562
	Iteration 26Q: 3 clusters Score -1.363574e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95358 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -13635798.000000 Penalty: 5706.976562
	Iteration 27Q: 3 clusters Score -1.36358e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95601 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -13635826.000000 Penalty: 5706.976562
	Iteration 28Q: 3 clusters Score -1.363583e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95799 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -13635913.000000 Penalty: 5706.976562
	Iteration 29Q: 3 clusters Score -1.363591e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95952 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -13635978.000000 Penalty: 5706.976562
	Iteration 30Q: 3 clusters Score -1.363598e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96088 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -13636020.000000 Penalty: 5706.976562
	Iteration 31Q: 3 clusters Score -1.363602e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96197 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -13636058.000000 Penalty: 5706.976562
	Iteration 32Q: 3 clusters Score -1.363606e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96288 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -13636087.000000 Penalty: 5706.976562
	Iteration 33Q: 3 clusters Score -1.363609e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96358 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -13636109.000000 Penalty: 5706.976562
	Iteration 34Q: 3 clusters Score -1.363611e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96420 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -13636126.000000 Penalty: 5706.976562
	Iteration 35Q: 3 clusters Score -1.363613e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -13636125.000000 Penalty: 5706.976562
	Iteration 36Q: 3 clusters Score -1.363612e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96540 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -13636166.000000 Penalty: 5706.976562
	Iteration 37Q: 3 clusters Score -1.363617e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96581 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -13636169.000000 Penalty: 5706.976562
	Iteration 38Q: 3 clusters Score -1.363617e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96626 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -13636193.000000 Penalty: 5706.976562
	Iteration 39Q: 3 clusters Score -1.363619e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96671 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -13636220.000000 Penalty: 5706.976562
	Iteration 40F: 3 clusters Score -1.363622e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96710 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -13636235.000000 Penalty: 5706.976562
	Iteration 41Q: 3 clusters Score -1.363624e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96751 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -13636223.000000 Penalty: 5706.976562
	Iteration 42Q: 3 clusters Score -1.363622e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -13636214.000000 Penalty: 5706.976562
	Iteration 43Q: 3 clusters Score -1.363621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -13636203.000000 Penalty: 5706.976562
	Iteration 44Q: 3 clusters Score -1.36362e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96807 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -13636211.000000 Penalty: 5706.976562
	Iteration 45Q: 3 clusters Score -1.363621e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96815 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -13636193.000000 Penalty: 5706.976562
	Iteration 46Q: 3 clusters Score -1.363619e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96831 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -13636191.000000 Penalty: 5706.976562
	Iteration 47Q: 3 clusters Score -1.363619e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96841 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -13636190.000000 Penalty: 5706.976562
	Iteration 48Q: 3 clusters Score -1.363619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96848 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -13636202.000000 Penalty: 5706.976562
	Iteration 49Q: 3 clusters Score -1.36362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -13636205.000000 Penalty: 5706.976562
	Iteration 50Q: 3 clusters Score -1.36362e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96858 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -13636220.000000 Penalty: 5706.976562
	Iteration 51Q: 3 clusters Score -1.363622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96866 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -13636222.000000 Penalty: 5706.976562
	Iteration 52Q: 3 clusters Score -1.363622e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96879 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -13636216.000000 Penalty: 5706.976562
	Iteration 53Q: 3 clusters Score -1.363622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96883 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -13636208.000000 Penalty: 5706.976562
	Iteration 54Q: 3 clusters Score -1.363621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96886 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -13636203.000000 Penalty: 5706.976562
	Iteration 55Q: 3 clusters Score -1.36362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96888 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -13636202.000000 Penalty: 5706.976562
	Iteration 56Q: 3 clusters Score -1.36362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96889 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -13636204.000000 Penalty: 5706.976562
	Iteration 57Q: 3 clusters Score -1.36362e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96890 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -13636206.000000 Penalty: 5706.976562
	Iteration 58Q: 3 clusters Score -1.363621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96891 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -13636209.000000 Penalty: 5706.976562
	Iteration 59Q: 3 clusters Score -1.363621e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -13636211.000000 Penalty: 5706.976562
	Iteration 60F: 3 clusters Score -1.363621e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33873 members 
Entering Unmasked Estep 
Score: -4718174.500000 Penalty: 2586.732666
	Iteration 0F: 2 clusters Score -4718174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -4695106.000000 Penalty: 5173.465332
	Iteration 0F: 3 clusters Score -4695106 nChanged 15340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -4703441.000000 Penalty: 5173.465332
	Iteration 1F: 3 clusters Score -4703441 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -4703928.500000 Penalty: 5173.465332
	Iteration 2Q: 3 clusters Score -4703928 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -4704339.000000 Penalty: 5173.465332
	Iteration 3Q: 3 clusters Score -4704339 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -4704818.000000 Penalty: 5173.465332
	Iteration 4Q: 3 clusters Score -4704818 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -4705296.000000 Penalty: 5173.465332
	Iteration 5Q: 3 clusters Score -4705296 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -4705866.000000 Penalty: 5173.465332
	Iteration 6Q: 3 clusters Score -4705866 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -4706595.000000 Penalty: 5173.465332
	Iteration 7Q: 3 clusters Score -4706595 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -4707601.500000 Penalty: 5173.465332
	Iteration 8Q: 3 clusters Score -4707602 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -4709012.000000 Penalty: 5173.465332
	Iteration 9F: 3 clusters Score -4709012 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4710958.000000 Penalty: 5173.465332
	Iteration 10F: 3 clusters Score -4710958 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -4713205.000000 Penalty: 5173.465332
	Iteration 11F: 3 clusters Score -4713205 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -4715202.500000 Penalty: 5173.465332
	Iteration 12F: 3 clusters Score -4715202 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -4716673.500000 Penalty: 5173.465332
	Iteration 13Q: 3 clusters Score -4716674 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -4717464.000000 Penalty: 5173.465332
	Iteration 14Q: 3 clusters Score -4717464 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -4717772.500000 Penalty: 5173.465332
	Iteration 15Q: 3 clusters Score -4717772 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -4717861.500000 Penalty: 5173.465332
	Iteration 16Q: 3 clusters Score -4717862 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -4717888.500000 Penalty: 5173.465332
	Iteration 17Q: 3 clusters Score -4717888 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -4717896.500000 Penalty: 5173.465332
	Iteration 18Q: 3 clusters Score -4717896 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -4717891.000000 Penalty: 5173.465332
	Iteration 19Q: 3 clusters Score -4717891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -4717897.000000 Penalty: 5173.465332
	Iteration 20F: 3 clusters Score -4717897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -4717902.000000 Penalty: 5173.465332
	Iteration 21Q: 3 clusters Score -4717902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -4717893.500000 Penalty: 5173.465332
	Iteration 22Q: 3 clusters Score -4717894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -4717897.500000 Penalty: 5173.465332
	Iteration 23Q: 3 clusters Score -4717898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -4717896.500000 Penalty: 5173.465332
	Iteration 24Q: 3 clusters Score -4717896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -4717896.500000 Penalty: 5173.465332
	Iteration 25Q: 3 clusters Score -4717896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4717899.000000 Penalty: 5173.465332
	Iteration 26Q: 3 clusters Score -4717899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -4717905.500000 Penalty: 5173.465332
	Iteration 27Q: 3 clusters Score -4717906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -4717902.500000 Penalty: 5173.465332
	Iteration 28Q: 3 clusters Score -4717902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -4717908.000000 Penalty: 5173.465332
	Iteration 29Q: 3 clusters Score -4717908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -4717906.500000 Penalty: 5173.465332
	Iteration 30Q: 3 clusters Score -4717906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -4717899.000000 Penalty: 5173.465332
	Iteration 31Q: 3 clusters Score -4717899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -4717899.000000 Penalty: 5173.465332
	Iteration 32F: 3 clusters Score -4717899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Entering Unmasked Estep 
Score: -1556917.625000 Penalty: 2328.489990
	Iteration 0F: 2 clusters Score -1556918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1548013.375000 Penalty: 4656.979980
	Iteration 0F: 3 clusters Score -1548013 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1550670.750000 Penalty: 4656.979980
	Iteration 1F: 3 clusters Score -1550671 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1550963.250000 Penalty: 4656.979980
	Iteration 2F: 3 clusters Score -1550963 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1551181.625000 Penalty: 4656.979980
	Iteration 3Q: 3 clusters Score -1551182 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1551337.125000 Penalty: 4656.979980
	Iteration 4Q: 3 clusters Score -1551337 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1551457.500000 Penalty: 4656.979980
	Iteration 5Q: 3 clusters Score -1551458 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1551555.500000 Penalty: 4656.979980
	Iteration 6Q: 3 clusters Score -1551556 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1551658.500000 Penalty: 4656.979980
	Iteration 7Q: 3 clusters Score -1551658 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1551775.500000 Penalty: 4656.979980
	Iteration 8Q: 3 clusters Score -1551776 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1551897.750000 Penalty: 4656.979980
	Iteration 9Q: 3 clusters Score -1551898 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1552007.500000 Penalty: 4656.979980
	Iteration 10Q: 3 clusters Score -1552008 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1552132.000000 Penalty: 4656.979980
	Iteration 11Q: 3 clusters Score -1552132 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1552252.500000 Penalty: 4656.979980
	Iteration 12Q: 3 clusters Score -1552252 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1552392.750000 Penalty: 4656.979980
	Iteration 13Q: 3 clusters Score -1552393 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1552529.000000 Penalty: 4656.979980
	Iteration 14Q: 3 clusters Score -1552529 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1552636.000000 Penalty: 4656.979980
	Iteration 15Q: 3 clusters Score -1552636 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1552748.500000 Penalty: 4656.979980
	Iteration 16Q: 3 clusters Score -1552748 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1552857.500000 Penalty: 4656.979980
	Iteration 17Q: 3 clusters Score -1552858 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1552991.875000 Penalty: 4656.979980
	Iteration 18Q: 3 clusters Score -1552992 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1553108.375000 Penalty: 4656.979980
	Iteration 19Q: 3 clusters Score -1553108 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1553233.500000 Penalty: 4656.979980
	Iteration 20F: 3 clusters Score -1553234 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1553372.875000 Penalty: 4656.979980
	Iteration 21Q: 3 clusters Score -1553373 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1553518.500000 Penalty: 4656.979980
	Iteration 22Q: 3 clusters Score -1553518 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1553661.875000 Penalty: 4656.979980
	Iteration 23Q: 3 clusters Score -1553662 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1553791.500000 Penalty: 4656.979980
	Iteration 24Q: 3 clusters Score -1553792 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1553918.625000 Penalty: 4656.979980
	Iteration 25Q: 3 clusters Score -1553919 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1554045.875000 Penalty: 4656.979980
	Iteration 26Q: 3 clusters Score -1554046 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1554168.250000 Penalty: 4656.979980
	Iteration 27Q: 3 clusters Score -1554168 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1554285.250000 Penalty: 4656.979980
	Iteration 28Q: 3 clusters Score -1554285 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1554391.875000 Penalty: 4656.979980
	Iteration 29Q: 3 clusters Score -1554392 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1554498.625000 Penalty: 4656.979980
	Iteration 30Q: 3 clusters Score -1554499 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1554590.250000 Penalty: 4656.979980
	Iteration 31Q: 3 clusters Score -1554590 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1554663.750000 Penalty: 4656.979980
	Iteration 32Q: 3 clusters Score -1554664 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1554722.125000 Penalty: 4656.979980
	Iteration 33Q: 3 clusters Score -1554722 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1554779.625000 Penalty: 4656.979980
	Iteration 34Q: 3 clusters Score -1554780 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1554823.000000 Penalty: 4656.979980
	Iteration 35Q: 3 clusters Score -1554823 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1554851.500000 Penalty: 4656.979980
	Iteration 36Q: 3 clusters Score -1554852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1554878.625000 Penalty: 4656.979980
	Iteration 37Q: 3 clusters Score -1554879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1554904.750000 Penalty: 4656.979980
	Iteration 38Q: 3 clusters Score -1554905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1554923.000000 Penalty: 4656.979980
	Iteration 39Q: 3 clusters Score -1554923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1554932.500000 Penalty: 4656.979980
	Iteration 40F: 3 clusters Score -1554932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1554948.375000 Penalty: 4656.979980
	Iteration 41Q: 3 clusters Score -1554948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1554951.000000 Penalty: 4656.979980
	Iteration 42Q: 3 clusters Score -1554951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1554952.250000 Penalty: 4656.979980
	Iteration 43Q: 3 clusters Score -1554952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1554958.625000 Penalty: 4656.979980
	Iteration 44Q: 3 clusters Score -1554959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1554958.625000 Penalty: 4656.979980
	Iteration 45Q: 3 clusters Score -1554959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1554959.500000 Penalty: 4656.979980
	Iteration 46Q: 3 clusters Score -1554960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1554962.125000 Penalty: 4656.979980
	Iteration 47Q: 3 clusters Score -1554962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1554961.875000 Penalty: 4656.979980
	Iteration 48Q: 3 clusters Score -1554962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1554963.750000 Penalty: 4656.979980
	Iteration 49Q: 3 clusters Score -1554964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1554966.625000 Penalty: 4656.979980
	Iteration 50Q: 3 clusters Score -1554967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1554967.625000 Penalty: 4656.979980
	Iteration 51Q: 3 clusters Score -1554968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1554967.625000 Penalty: 4656.979980
	Iteration 52F: 3 clusters Score -1554968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Entering Unmasked Estep 
Score: -1213241.875000 Penalty: 2252.630859
	Iteration 0F: 2 clusters Score -1213242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1206288.250000 Penalty: 4505.261719
	Iteration 0F: 3 clusters Score -1206288 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1208353.250000 Penalty: 4505.261719
	Iteration 1F: 3 clusters Score -1208353 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1208832.625000 Penalty: 4505.261719
	Iteration 2F: 3 clusters Score -1208833 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1209402.750000 Penalty: 4505.261719
	Iteration 3F: 3 clusters Score -1209403 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1209963.875000 Penalty: 4505.261719
	Iteration 4F: 3 clusters Score -1209964 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1210488.875000 Penalty: 4505.261719
	Iteration 5F: 3 clusters Score -1210489 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1210982.750000 Penalty: 4505.261719
	Iteration 6F: 3 clusters Score -1210983 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1211360.500000 Penalty: 4505.261719
	Iteration 7Q: 3 clusters Score -1211360 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1211579.875000 Penalty: 4505.261719
	Iteration 8Q: 3 clusters Score -1211580 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1211720.000000 Penalty: 4505.261719
	Iteration 9Q: 3 clusters Score -1211720 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1211846.500000 Penalty: 4505.261719
	Iteration 10Q: 3 clusters Score -1211846 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1211961.875000 Penalty: 4505.261719
	Iteration 11Q: 3 clusters Score -1211962 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1212097.000000 Penalty: 4505.261719
	Iteration 12Q: 3 clusters Score -1212097 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1212196.500000 Penalty: 4505.261719
	Iteration 13Q: 3 clusters Score -1212196 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1212264.375000 Penalty: 4505.261719
	Iteration 14Q: 3 clusters Score -1212264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1212316.875000 Penalty: 4505.261719
	Iteration 15Q: 3 clusters Score -1212317 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1212361.125000 Penalty: 4505.261719
	Iteration 16Q: 3 clusters Score -1212361 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1212394.250000 Penalty: 4505.261719
	Iteration 17Q: 3 clusters Score -1212394 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1212419.500000 Penalty: 4505.261719
	Iteration 18Q: 3 clusters Score -1212420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1212437.500000 Penalty: 4505.261719
	Iteration 19Q: 3 clusters Score -1212438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1212450.875000 Penalty: 4505.261719
	Iteration 20F: 3 clusters Score -1212451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1212460.500000 Penalty: 4505.261719
	Iteration 21Q: 3 clusters Score -1212460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1212463.125000 Penalty: 4505.261719
	Iteration 22Q: 3 clusters Score -1212463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1212469.250000 Penalty: 4505.261719
	Iteration 23Q: 3 clusters Score -1212469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1212472.750000 Penalty: 4505.261719
	Iteration 24Q: 3 clusters Score -1212473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1212474.375000 Penalty: 4505.261719
	Iteration 25Q: 3 clusters Score -1212474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1212474.750000 Penalty: 4505.261719
	Iteration 26Q: 3 clusters Score -1212475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1212475.375000 Penalty: 4505.261719
	Iteration 27Q: 3 clusters Score -1212475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1212477.875000 Penalty: 4505.261719
	Iteration 28Q: 3 clusters Score -1212478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1212478.500000 Penalty: 4505.261719
	Iteration 29Q: 3 clusters Score -1212478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1212478.750000 Penalty: 4505.261719
	Iteration 30Q: 3 clusters Score -1212479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1212478.750000 Penalty: 4505.261719
	Iteration 31F: 3 clusters Score -1212479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Entering Unmasked Estep 
Score: -6073478.000000 Penalty: 2654.872314
	Iteration 0F: 2 clusters Score -6073478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -6043381.500000 Penalty: 5309.744629
	Iteration 0F: 3 clusters Score -6043382 nChanged 20385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -6055012.000000 Penalty: 5309.744629
	Iteration 1F: 3 clusters Score -6055012 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -6056120.000000 Penalty: 5309.744629
	Iteration 2F: 3 clusters Score -6056120 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -6057444.500000 Penalty: 5309.744629
	Iteration 3F: 3 clusters Score -6057444 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -6059097.500000 Penalty: 5309.744629
	Iteration 4F: 3 clusters Score -6059098 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -6061230.500000 Penalty: 5309.744629
	Iteration 5F: 3 clusters Score -6061230 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -6063512.500000 Penalty: 5309.744629
	Iteration 6F: 3 clusters Score -6063512 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -6065531.000000 Penalty: 5309.744629
	Iteration 7F: 3 clusters Score -6065531 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -6067007.000000 Penalty: 5309.744629
	Iteration 8F: 3 clusters Score -6067007 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -6067981.000000 Penalty: 5309.744629
	Iteration 9Q: 3 clusters Score -6067981 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -6068606.500000 Penalty: 5309.744629
	Iteration 10Q: 3 clusters Score -6068606 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -6069075.000000 Penalty: 5309.744629
	Iteration 11Q: 3 clusters Score -6069075 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -6069525.500000 Penalty: 5309.744629
	Iteration 12Q: 3 clusters Score -6069526 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -6070025.500000 Penalty: 5309.744629
	Iteration 13Q: 3 clusters Score -6070026 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -6070570.500000 Penalty: 5309.744629
	Iteration 14Q: 3 clusters Score -6070570 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35498 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -6071148.000000 Penalty: 5309.744629
	Iteration 15Q: 3 clusters Score -6071148 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -6071668.000000 Penalty: 5309.744629
	Iteration 16Q: 3 clusters Score -6071668 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36209 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -6072034.000000 Penalty: 5309.744629
	Iteration 17Q: 3 clusters Score -6072034 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -6072237.000000 Penalty: 5309.744629
	Iteration 18Q: 3 clusters Score -6072237 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -6072337.000000 Penalty: 5309.744629
	Iteration 19Q: 3 clusters Score -6072337 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -6072396.000000 Penalty: 5309.744629
	Iteration 20F: 3 clusters Score -6072396 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -6072418.500000 Penalty: 5309.744629
	Iteration 21Q: 3 clusters Score -6072418 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -6072431.500000 Penalty: 5309.744629
	Iteration 22Q: 3 clusters Score -6072432 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -6072442.000000 Penalty: 5309.744629
	Iteration 23Q: 3 clusters Score -6072442 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -6072445.000000 Penalty: 5309.744629
	Iteration 24Q: 3 clusters Score -6072445 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -6072459.500000 Penalty: 5309.744629
	Iteration 25Q: 3 clusters Score -6072460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -6072467.500000 Penalty: 5309.744629
	Iteration 26Q: 3 clusters Score -6072468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -6072470.000000 Penalty: 5309.744629
	Iteration 27Q: 3 clusters Score -6072470 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -6072477.500000 Penalty: 5309.744629
	Iteration 28Q: 3 clusters Score -6072478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -6072479.000000 Penalty: 5309.744629
	Iteration 29Q: 3 clusters Score -6072479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -6072470.000000 Penalty: 5309.744629
	Iteration 30Q: 3 clusters Score -6072470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -6072473.000000 Penalty: 5309.744629
	Iteration 31Q: 3 clusters Score -6072473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -6072482.500000 Penalty: 5309.744629
	Iteration 32Q: 3 clusters Score -6072482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -6072475.500000 Penalty: 5309.744629
	Iteration 33Q: 3 clusters Score -6072476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -6072480.500000 Penalty: 5309.744629
	Iteration 34Q: 3 clusters Score -6072480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -6072479.500000 Penalty: 5309.744629
	Iteration 35Q: 3 clusters Score -6072480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37427 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -6072482.500000 Penalty: 5309.744629
	Iteration 36Q: 3 clusters Score -6072482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -6072484.000000 Penalty: 5309.744629
	Iteration 37Q: 3 clusters Score -6072484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -6072485.000000 Penalty: 5309.744629
	Iteration 38Q: 3 clusters Score -6072485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -6072490.000000 Penalty: 5309.744629
	Iteration 39Q: 3 clusters Score -6072490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -6072482.000000 Penalty: 5309.744629
	Iteration 40F: 3 clusters Score -6072482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -6072479.500000 Penalty: 5309.744629
	Iteration 41Q: 3 clusters Score -6072480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -6072481.500000 Penalty: 5309.744629
	Iteration 42Q: 3 clusters Score -6072482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -6072483.000000 Penalty: 5309.744629
	Iteration 43Q: 3 clusters Score -6072483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -6072478.000000 Penalty: 5309.744629
	Iteration 44Q: 3 clusters Score -6072478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -6072489.000000 Penalty: 5309.744629
	Iteration 45Q: 3 clusters Score -6072489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -6072488.000000 Penalty: 5309.744629
	Iteration 46Q: 3 clusters Score -6072488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -6072487.000000 Penalty: 5309.744629
	Iteration 47Q: 3 clusters Score -6072487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -6072487.000000 Penalty: 5309.744629
	Iteration 48Q: 3 clusters Score -6072487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -6072483.500000 Penalty: 5309.744629
	Iteration 49Q: 3 clusters Score -6072484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -6072487.500000 Penalty: 5309.744629
	Iteration 50Q: 3 clusters Score -6072488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -6072493.500000 Penalty: 5309.744629
	Iteration 51Q: 3 clusters Score -6072494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37535 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -6072489.000000 Penalty: 5309.744629
	Iteration 52Q: 3 clusters Score -6072489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -6072489.000000 Penalty: 5309.744629
	Iteration 53Q: 3 clusters Score -6072489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -6072484.000000 Penalty: 5309.744629
	Iteration 54Q: 3 clusters Score -6072484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -6072481.500000 Penalty: 5309.744629
	Iteration 55Q: 3 clusters Score -6072482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -6072483.000000 Penalty: 5309.744629
	Iteration 56Q: 3 clusters Score -6072483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -6072484.000000 Penalty: 5309.744629
	Iteration 57Q: 3 clusters Score -6072484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -6072482.500000 Penalty: 5309.744629
	Iteration 58Q: 3 clusters Score -6072482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -6072483.500000 Penalty: 5309.744629
	Iteration 59Q: 3 clusters Score -6072484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -6072491.500000 Penalty: 5309.744629
	Iteration 60F: 3 clusters Score -6072492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -6072485.500000 Penalty: 5309.744629
	Iteration 61Q: 3 clusters Score -6072486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37566 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -6072483.000000 Penalty: 5309.744629
	Iteration 62Q: 3 clusters Score -6072483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -6072478.000000 Penalty: 5309.744629
	Iteration 63Q: 3 clusters Score -6072478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -6072480.500000 Penalty: 5309.744629
	Iteration 64Q: 3 clusters Score -6072480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -6072487.000000 Penalty: 5309.744629
	Iteration 65Q: 3 clusters Score -6072487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -6072484.000000 Penalty: 5309.744629
	Iteration 66Q: 3 clusters Score -6072484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -6072482.500000 Penalty: 5309.744629
	Iteration 67Q: 3 clusters Score -6072482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -6072479.000000 Penalty: 5309.744629
	Iteration 68Q: 3 clusters Score -6072479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -6072491.500000 Penalty: 5309.744629
	Iteration 69Q: 3 clusters Score -6072492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -6072492.000000 Penalty: 5309.744629
	Iteration 70Q: 3 clusters Score -6072492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -6072486.500000 Penalty: 5309.744629
	Iteration 71Q: 3 clusters Score -6072486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -6072492.000000 Penalty: 5309.744629
	Iteration 72Q: 3 clusters Score -6072492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -6072495.500000 Penalty: 5309.744629
	Iteration 73Q: 3 clusters Score -6072496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -6072501.500000 Penalty: 5309.744629
	Iteration 74Q: 3 clusters Score -6072502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -6072495.000000 Penalty: 5309.744629
	Iteration 75Q: 3 clusters Score -6072495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6072496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -6072496.000000 Penalty: 5309.744629
	Iteration 77F: 3 clusters Score -6072496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8212 members 
Entering Unmasked Estep 
Score: -1096199.250000 Penalty: 2235.311035
	Iteration 0F: 2 clusters Score -1096199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1089641.625000 Penalty: 4470.622070
	Iteration 0F: 3 clusters Score -1089642 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1091456.375000 Penalty: 4470.622070
	Iteration 1F: 3 clusters Score -1091456 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1091747.875000 Penalty: 4470.622070
	Iteration 2F: 3 clusters Score -1091748 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1091929.375000 Penalty: 4470.622070
	Iteration 3Q: 3 clusters Score -1091929 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1092059.625000 Penalty: 4470.622070
	Iteration 4Q: 3 clusters Score -1092060 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1092145.250000 Penalty: 4470.622070
	Iteration 5Q: 3 clusters Score -1092145 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1092226.250000 Penalty: 4470.622070
	Iteration 6Q: 3 clusters Score -1092226 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1092282.500000 Penalty: 4470.622070
	Iteration 7Q: 3 clusters Score -1092282 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1092346.875000 Penalty: 4470.622070
	Iteration 8Q: 3 clusters Score -1092347 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1092398.625000 Penalty: 4470.622070
	Iteration 9Q: 3 clusters Score -1092399 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1092442.500000 Penalty: 4470.622070
	Iteration 10Q: 3 clusters Score -1092442 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1092494.250000 Penalty: 4470.622070
	Iteration 11Q: 3 clusters Score -1092494 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1092549.500000 Penalty: 4470.622070
	Iteration 12Q: 3 clusters Score -1092550 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1092595.875000 Penalty: 4470.622070
	Iteration 13Q: 3 clusters Score -1092596 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1092658.375000 Penalty: 4470.622070
	Iteration 14Q: 3 clusters Score -1092658 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1092704.250000 Penalty: 4470.622070
	Iteration 15Q: 3 clusters Score -1092704 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1092750.375000 Penalty: 4470.622070
	Iteration 16Q: 3 clusters Score -1092750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1092800.750000 Penalty: 4470.622070
	Iteration 17Q: 3 clusters Score -1092801 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1092882.000000 Penalty: 4470.622070
	Iteration 18Q: 3 clusters Score -1092882 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1092988.125000 Penalty: 4470.622070
	Iteration 19Q: 3 clusters Score -1092988 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1093091.875000 Penalty: 4470.622070
	Iteration 20F: 3 clusters Score -1093092 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1093213.875000 Penalty: 4470.622070
	Iteration 21Q: 3 clusters Score -1093214 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1093352.875000 Penalty: 4470.622070
	Iteration 22Q: 3 clusters Score -1093353 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1093518.500000 Penalty: 4470.622070
	Iteration 23Q: 3 clusters Score -1093518 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1093760.375000 Penalty: 4470.622070
	Iteration 24Q: 3 clusters Score -1093760 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1094041.000000 Penalty: 4470.622070
	Iteration 25Q: 3 clusters Score -1094041 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1094236.125000 Penalty: 4470.622070
	Iteration 26Q: 3 clusters Score -1094236 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1094358.000000 Penalty: 4470.622070
	Iteration 27Q: 3 clusters Score -1094358 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1094428.500000 Penalty: 4470.622070
	Iteration 28Q: 3 clusters Score -1094428 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1094485.125000 Penalty: 4470.622070
	Iteration 29Q: 3 clusters Score -1094485 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1094524.625000 Penalty: 4470.622070
	Iteration 30Q: 3 clusters Score -1094525 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1094564.500000 Penalty: 4470.622070
	Iteration 31Q: 3 clusters Score -1094564 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1094608.625000 Penalty: 4470.622070
	Iteration 32Q: 3 clusters Score -1094609 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1094646.000000 Penalty: 4470.622070
	Iteration 33Q: 3 clusters Score -1094646 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1094678.500000 Penalty: 4470.622070
	Iteration 34Q: 3 clusters Score -1094678 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1094714.000000 Penalty: 4470.622070
	Iteration 35Q: 3 clusters Score -1094714 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1094768.375000 Penalty: 4470.622070
	Iteration 36Q: 3 clusters Score -1094768 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1094836.125000 Penalty: 4470.622070
	Iteration 37Q: 3 clusters Score -1094836 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1094891.750000 Penalty: 4470.622070
	Iteration 38Q: 3 clusters Score -1094892 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -1094981.625000 Penalty: 4470.622070
	Iteration 39Q: 3 clusters Score -1094982 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1095083.250000 Penalty: 4470.622070
	Iteration 40F: 3 clusters Score -1095083 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1095207.250000 Penalty: 4470.622070
	Iteration 41Q: 3 clusters Score -1095207 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1095333.875000 Penalty: 4470.622070
	Iteration 42Q: 3 clusters Score -1095334 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1095497.000000 Penalty: 4470.622070
	Iteration 43Q: 3 clusters Score -1095497 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1095667.125000 Penalty: 4470.622070
	Iteration 44Q: 3 clusters Score -1095667 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1095862.750000 Penalty: 4470.622070
	Iteration 45Q: 3 clusters Score -1095863 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1096032.375000 Penalty: 4470.622070
	Iteration 46Q: 3 clusters Score -1096032 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1096193.000000 Penalty: 4470.622070
	Iteration 47Q: 3 clusters Score -1096193 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1096316.000000 Penalty: 4470.622070
	Iteration 48Q: 3 clusters Score -1096316 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1096368.500000 Penalty: 4470.622070
	Iteration 49Q: 3 clusters Score -1096368 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1096393.375000 Penalty: 4470.622070
	Iteration 50Q: 3 clusters Score -1096393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1096402.750000 Penalty: 4470.622070
	Iteration 51Q: 3 clusters Score -1096403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1096407.625000 Penalty: 4470.622070
	Iteration 52Q: 3 clusters Score -1096408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1096410.375000 Penalty: 4470.622070
	Iteration 53Q: 3 clusters Score -1096410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1096411.250000 Penalty: 4470.622070
	Iteration 54Q: 3 clusters Score -1096411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1096412.000000 Penalty: 4470.622070
	Iteration 55Q: 3 clusters Score -1096412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1096412.375000 Penalty: 4470.622070
	Iteration 56Q: 3 clusters Score -1096412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1096414.625000 Penalty: 4470.622070
	Iteration 57F: 3 clusters Score -1096415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1096415.875000 Penalty: 4470.622070
	Iteration 58Q: 3 clusters Score -1096416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1096417.375000 Penalty: 4470.622070
	Iteration 59Q: 3 clusters Score -1096417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1096419.000000 Penalty: 4470.622070
	Iteration 60F: 3 clusters Score -1096419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1096420.250000 Penalty: 4470.622070
	Iteration 61Q: 3 clusters Score -1096420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1096420.125000 Penalty: 4470.622070
	Iteration 62Q: 3 clusters Score -1096420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1096422.125000 Penalty: 4470.622070
	Iteration 63Q: 3 clusters Score -1096422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1096422.125000 Penalty: 4470.622070
	Iteration 64F: 3 clusters Score -1096422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 83187 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 101382 members 
Mstep: Class 9 contains 44988 members 
Mstep: Class 10 contains 99310 members 
Mstep: Class 11 contains 33873 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 8806 members 
Mstep: Class 14 contains 44584 members 
Mstep: Class 15 contains 3114 members 
Mstep: Class 16 contains 19354 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 48004 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31322 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 28879 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 5534 members 
Mstep: Class 25 contains 47986 members 
Mstep: Class 26 contains 7800 members 
Mstep: Class 27 contains 263163 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 5098 members 
Entering Unmasked Estep 
Score: -122232568.000000 Penalty: 98657.695312
Splitting cluster 15 changes total score from -122233352.000000 to -122232568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (19354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Entering Unmasked Estep 
Score: -2705192.000000 Penalty: 2447.922119
	Iteration 0F: 2 clusters Score -2705192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -2691534.250000 Penalty: 4895.844238
	Iteration 0F: 3 clusters Score -2691534 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -2696022.000000 Penalty: 4895.844238
	Iteration 1F: 3 clusters Score -2696022 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2696387.250000 Penalty: 4895.844238
	Iteration 2F: 3 clusters Score -2696387 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -2696657.500000 Penalty: 4895.844238
	Iteration 3Q: 3 clusters Score -2696658 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2696855.500000 Penalty: 4895.844238
	Iteration 4Q: 3 clusters Score -2696856 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2697046.250000 Penalty: 4895.844238
	Iteration 5Q: 3 clusters Score -2697046 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2697196.000000 Penalty: 4895.844238
	Iteration 6Q: 3 clusters Score -2697196 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -2697351.500000 Penalty: 4895.844238
	Iteration 7Q: 3 clusters Score -2697352 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2697521.750000 Penalty: 4895.844238
	Iteration 8Q: 3 clusters Score -2697522 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -2697726.750000 Penalty: 4895.844238
	Iteration 9Q: 3 clusters Score -2697727 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2698004.000000 Penalty: 4895.844238
	Iteration 10Q: 3 clusters Score -2698004 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2698378.000000 Penalty: 4895.844238
	Iteration 11Q: 3 clusters Score -2698378 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2698929.750000 Penalty: 4895.844238
	Iteration 12Q: 3 clusters Score -2698930 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -2699606.250000 Penalty: 4895.844238
	Iteration 13Q: 3 clusters Score -2699606 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2700375.250000 Penalty: 4895.844238
	Iteration 14F: 3 clusters Score -2700375 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2701131.500000 Penalty: 4895.844238
	Iteration 15Q: 3 clusters Score -2701132 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2701733.000000 Penalty: 4895.844238
	Iteration 16Q: 3 clusters Score -2701733 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2702209.500000 Penalty: 4895.844238
	Iteration 17Q: 3 clusters Score -2702210 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2702526.000000 Penalty: 4895.844238
	Iteration 18Q: 3 clusters Score -2702526 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2702689.000000 Penalty: 4895.844238
	Iteration 19Q: 3 clusters Score -2702689 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -2702800.500000 Penalty: 4895.844238
	Iteration 20F: 3 clusters Score -2702800 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2702886.250000 Penalty: 4895.844238
	Iteration 21Q: 3 clusters Score -2702886 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2702941.500000 Penalty: 4895.844238
	Iteration 22Q: 3 clusters Score -2702942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2702965.250000 Penalty: 4895.844238
	Iteration 23Q: 3 clusters Score -2702965 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -2702981.000000 Penalty: 4895.844238
	Iteration 24Q: 3 clusters Score -2702981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -2702998.500000 Penalty: 4895.844238
	Iteration 25Q: 3 clusters Score -2702998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -2703012.000000 Penalty: 4895.844238
	Iteration 26Q: 3 clusters Score -2703012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2703022.500000 Penalty: 4895.844238
	Iteration 27Q: 3 clusters Score -2703022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2703026.250000 Penalty: 4895.844238
	Iteration 28Q: 3 clusters Score -2703026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2703030.000000 Penalty: 4895.844238
	Iteration 29Q: 3 clusters Score -2703030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2703028.500000 Penalty: 4895.844238
	Iteration 30Q: 3 clusters Score -2703028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2703036.750000 Penalty: 4895.844238
	Iteration 31Q: 3 clusters Score -2703037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2703034.000000 Penalty: 4895.844238
	Iteration 32Q: 3 clusters Score -2703034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2703036.750000 Penalty: 4895.844238
	Iteration 33Q: 3 clusters Score -2703037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2703037.250000 Penalty: 4895.844238
	Iteration 34Q: 3 clusters Score -2703037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2703037.250000 Penalty: 4895.844238
	Iteration 35F: 3 clusters Score -2703037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Entering Unmasked Estep 
Score: -411730.500000 Penalty: 1976.743652
	Iteration 0F: 2 clusters Score -411730.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -408611.218750 Penalty: 3953.487305
	Iteration 0F: 3 clusters Score -408611.2 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -409210.031250 Penalty: 3953.487305
	Iteration 1F: 3 clusters Score -409210 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -409353.843750 Penalty: 3953.487305
	Iteration 2F: 3 clusters Score -409353.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -409429.125000 Penalty: 3953.487305
	Iteration 3Q: 3 clusters Score -409429.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -409480.062500 Penalty: 3953.487305
	Iteration 4Q: 3 clusters Score -409480.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -409508.500000 Penalty: 3953.487305
	Iteration 5Q: 3 clusters Score -409508.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -409530.750000 Penalty: 3953.487305
	Iteration 6Q: 3 clusters Score -409530.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -409548.625000 Penalty: 3953.487305
	Iteration 7Q: 3 clusters Score -409548.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -409557.718750 Penalty: 3953.487305
	Iteration 8Q: 3 clusters Score -409557.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -409562.968750 Penalty: 3953.487305
	Iteration 9Q: 3 clusters Score -409563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -409564.812500 Penalty: 3953.487305
	Iteration 10Q: 3 clusters Score -409564.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -409567.125000 Penalty: 3953.487305
	Iteration 11Q: 3 clusters Score -409567.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -409569.218750 Penalty: 3953.487305
	Iteration 12Q: 3 clusters Score -409569.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -409571.593750 Penalty: 3953.487305
	Iteration 13Q: 3 clusters Score -409571.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -409573.156250 Penalty: 3953.487305
	Iteration 14Q: 3 clusters Score -409573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -409573.906250 Penalty: 3953.487305
	Iteration 15Q: 3 clusters Score -409573.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -409575.687500 Penalty: 3953.487305
	Iteration 16Q: 3 clusters Score -409575.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -409577.593750 Penalty: 3953.487305
	Iteration 17Q: 3 clusters Score -409577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -409578.156250 Penalty: 3953.487305
	Iteration 18Q: 3 clusters Score -409578.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -409578.781250 Penalty: 3953.487305
	Iteration 19Q: 3 clusters Score -409578.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -409579.375000 Penalty: 3953.487305
	Iteration 20F: 3 clusters Score -409579.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Entering Unmasked Estep 
Score: -6456826.000000 Penalty: 2673.201660
	Iteration 0F: 2 clusters Score -6456826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -6424302.000000 Penalty: 5346.403320
	Iteration 0F: 3 clusters Score -6424302 nChanged 22264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -6436906.500000 Penalty: 5346.403320
	Iteration 1F: 3 clusters Score -6436906 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -6437567.500000 Penalty: 5346.403320
	Iteration 2Q: 3 clusters Score -6437568 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -6438132.500000 Penalty: 5346.403320
	Iteration 3Q: 3 clusters Score -6438132 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -6438553.500000 Penalty: 5346.403320
	Iteration 4Q: 3 clusters Score -6438554 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25064 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -6439061.000000 Penalty: 5346.403320
	Iteration 5Q: 3 clusters Score -6439061 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -6439699.000000 Penalty: 5346.403320
	Iteration 6Q: 3 clusters Score -6439699 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -6440589.500000 Penalty: 5346.403320
	Iteration 7Q: 3 clusters Score -6440590 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -6441755.500000 Penalty: 5346.403320
	Iteration 8Q: 3 clusters Score -6441756 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -6443125.500000 Penalty: 5346.403320
	Iteration 9F: 3 clusters Score -6443126 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30550 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -6444417.000000 Penalty: 5346.403320
	Iteration 10F: 3 clusters Score -6444417 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -6445526.000000 Penalty: 5346.403320
	Iteration 11Q: 3 clusters Score -6445526 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -6446410.000000 Penalty: 5346.403320
	Iteration 12Q: 3 clusters Score -6446410 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -6447171.500000 Penalty: 5346.403320
	Iteration 13Q: 3 clusters Score -6447172 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -6447874.500000 Penalty: 5346.403320
	Iteration 14Q: 3 clusters Score -6447874 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -6448475.500000 Penalty: 5346.403320
	Iteration 15Q: 3 clusters Score -6448476 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -6449189.500000 Penalty: 5346.403320
	Iteration 16Q: 3 clusters Score -6449190 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -6449894.000000 Penalty: 5346.403320
	Iteration 17Q: 3 clusters Score -6449894 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -6450689.000000 Penalty: 5346.403320
	Iteration 18Q: 3 clusters Score -6450689 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -6451449.500000 Penalty: 5346.403320
	Iteration 19Q: 3 clusters Score -6451450 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -6452182.000000 Penalty: 5346.403320
	Iteration 20F: 3 clusters Score -6452182 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -6452798.500000 Penalty: 5346.403320
	Iteration 21Q: 3 clusters Score -6452798 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6453300.500000 Penalty: 5346.403320
	Iteration 22Q: 3 clusters Score -6453300 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6453737.500000 Penalty: 5346.403320
	Iteration 23Q: 3 clusters Score -6453738 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46088 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6454040.500000 Penalty: 5346.403320
	Iteration 24Q: 3 clusters Score -6454040 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6454224.000000 Penalty: 5346.403320
	Iteration 25Q: 3 clusters Score -6454224 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -6454330.500000 Penalty: 5346.403320
	Iteration 26Q: 3 clusters Score -6454330 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6454406.500000 Penalty: 5346.403320
	Iteration 27Q: 3 clusters Score -6454406 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -6454443.000000 Penalty: 5346.403320
	Iteration 28Q: 3 clusters Score -6454443 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6454487.500000 Penalty: 5346.403320
	Iteration 29Q: 3 clusters Score -6454488 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6454520.500000 Penalty: 5346.403320
	Iteration 30Q: 3 clusters Score -6454520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6454544.500000 Penalty: 5346.403320
	Iteration 31Q: 3 clusters Score -6454544 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -6454568.000000 Penalty: 5346.403320
	Iteration 32Q: 3 clusters Score -6454568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6454594.500000 Penalty: 5346.403320
	Iteration 33Q: 3 clusters Score -6454594 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -6454611.000000 Penalty: 5346.403320
	Iteration 34Q: 3 clusters Score -6454611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47141 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6454623.000000 Penalty: 5346.403320
	Iteration 35Q: 3 clusters Score -6454623 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -6454638.000000 Penalty: 5346.403320
	Iteration 36Q: 3 clusters Score -6454638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6454639.000000 Penalty: 5346.403320
	Iteration 37Q: 3 clusters Score -6454639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -6454646.500000 Penalty: 5346.403320
	Iteration 38Q: 3 clusters Score -6454646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6454657.000000 Penalty: 5346.403320
	Iteration 39Q: 3 clusters Score -6454657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47200 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -6454661.500000 Penalty: 5346.403320
	Iteration 40F: 3 clusters Score -6454662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -6454655.500000 Penalty: 5346.403320
	Iteration 41Q: 3 clusters Score -6454656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -6454661.500000 Penalty: 5346.403320
	Iteration 42Q: 3 clusters Score -6454662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6454667.500000 Penalty: 5346.403320
	Iteration 43Q: 3 clusters Score -6454668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -6454668.000000 Penalty: 5346.403320
	Iteration 44Q: 3 clusters Score -6454668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -6454672.500000 Penalty: 5346.403320
	Iteration 45Q: 3 clusters Score -6454672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6454671.000000 Penalty: 5346.403320
	Iteration 46Q: 3 clusters Score -6454671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -6454672.000000 Penalty: 5346.403320
	Iteration 47Q: 3 clusters Score -6454672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6454673.500000 Penalty: 5346.403320
	Iteration 48Q: 3 clusters Score -6454674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6454679.500000 Penalty: 5346.403320
	Iteration 49Q: 3 clusters Score -6454680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47237 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -6454684.000000 Penalty: 5346.403320
	Iteration 50Q: 3 clusters Score -6454684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6454679.000000 Penalty: 5346.403320
	Iteration 51Q: 3 clusters Score -6454679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47243 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6454684.000000 Penalty: 5346.403320
	Iteration 52Q: 3 clusters Score -6454684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6454688.500000 Penalty: 5346.403320
	Iteration 53Q: 3 clusters Score -6454688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6454688.500000 Penalty: 5346.403320
	Iteration 54F: 3 clusters Score -6454688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -78191.507812 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -78191.51 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 315 members 
Entering Unmasked Estep 
Score: -76547.929688 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -76547.93 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -76780.671875 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -76780.67 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76874.054688 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -76874.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76945.445312 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -76945.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77020.703125 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -77020.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77136.320312 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -77136.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -77272.671875 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -77272.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -77292.546875 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -77292.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -77305.367188 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -77305.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77309.273438 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -77309.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77314.070312 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -77314.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77314.070312 Penalty: 3167.056396
	Iteration 11F: 3 clusters Score -77314.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Entering Unmasked Estep 
Score: -4225001.500000 Penalty: 2567.314697
	Iteration 0F: 2 clusters Score -4225002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -4203636.000000 Penalty: 5134.629395
	Iteration 0F: 3 clusters Score -4203636 nChanged 14250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -4211592.500000 Penalty: 5134.629395
	Iteration 1F: 3 clusters Score -4211592 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4212575.500000 Penalty: 5134.629395
	Iteration 2F: 3 clusters Score -4212576 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -4213786.500000 Penalty: 5134.629395
	Iteration 3F: 3 clusters Score -4213786 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -4215174.500000 Penalty: 5134.629395
	Iteration 4F: 3 clusters Score -4215174 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -4216604.000000 Penalty: 5134.629395
	Iteration 5F: 3 clusters Score -4216604 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -4217743.500000 Penalty: 5134.629395
	Iteration 6F: 3 clusters Score -4217744 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -4218668.500000 Penalty: 5134.629395
	Iteration 7F: 3 clusters Score -4218668 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -4219392.500000 Penalty: 5134.629395
	Iteration 8Q: 3 clusters Score -4219392 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -4220043.500000 Penalty: 5134.629395
	Iteration 9Q: 3 clusters Score -4220044 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -4220629.500000 Penalty: 5134.629395
	Iteration 10Q: 3 clusters Score -4220630 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -4221065.500000 Penalty: 5134.629395
	Iteration 11Q: 3 clusters Score -4221066 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -4221445.500000 Penalty: 5134.629395
	Iteration 12Q: 3 clusters Score -4221446 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
Score: -4221772.000000 Penalty: 5134.629395
	Iteration 13Q: 3 clusters Score -4221772 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -4222066.000000 Penalty: 5134.629395
	Iteration 14Q: 3 clusters Score -4222066 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -4222310.500000 Penalty: 5134.629395
	Iteration 15Q: 3 clusters Score -4222310 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -4222497.000000 Penalty: 5134.629395
	Iteration 16Q: 3 clusters Score -4222497 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -4222595.000000 Penalty: 5134.629395
	Iteration 17Q: 3 clusters Score -4222595 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -4222672.000000 Penalty: 5134.629395
	Iteration 18Q: 3 clusters Score -4222672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -4222746.000000 Penalty: 5134.629395
	Iteration 19Q: 3 clusters Score -4222746 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -4222795.500000 Penalty: 5134.629395
	Iteration 20F: 3 clusters Score -4222796 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -4222828.500000 Penalty: 5134.629395
	Iteration 21Q: 3 clusters Score -4222828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -4222848.000000 Penalty: 5134.629395
	Iteration 22Q: 3 clusters Score -4222848 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4222861.000000 Penalty: 5134.629395
	Iteration 23Q: 3 clusters Score -4222861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -4222864.000000 Penalty: 5134.629395
	Iteration 24Q: 3 clusters Score -4222864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -4222869.000000 Penalty: 5134.629395
	Iteration 25Q: 3 clusters Score -4222869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4222873.000000 Penalty: 5134.629395
	Iteration 26Q: 3 clusters Score -4222873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -4222877.500000 Penalty: 5134.629395
	Iteration 27Q: 3 clusters Score -4222878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4222892.000000 Penalty: 5134.629395
	Iteration 28Q: 3 clusters Score -4222892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -4222900.000000 Penalty: 5134.629395
	Iteration 29Q: 3 clusters Score -4222900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -4222905.000000 Penalty: 5134.629395
	Iteration 30Q: 3 clusters Score -4222905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -4222906.000000 Penalty: 5134.629395
	Iteration 31Q: 3 clusters Score -4222906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4222905.000000 Penalty: 5134.629395
	Iteration 32Q: 3 clusters Score -4222905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -4222911.000000 Penalty: 5134.629395
	Iteration 33Q: 3 clusters Score -4222911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -4222913.500000 Penalty: 5134.629395
	Iteration 34Q: 3 clusters Score -4222914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -4222919.500000 Penalty: 5134.629395
	Iteration 35Q: 3 clusters Score -4222920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4222920.000000 Penalty: 5134.629395
	Iteration 36Q: 3 clusters Score -4222920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -4222923.500000 Penalty: 5134.629395
	Iteration 37Q: 3 clusters Score -4222924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4222924.500000 Penalty: 5134.629395
	Iteration 38Q: 3 clusters Score -4222924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4222924.500000 Penalty: 5134.629395
	Iteration 39F: 3 clusters Score -4222924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -150283.921875 Penalty: 1738.109375
	Iteration 0F: 2 clusters Score -150283.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -148241.031250 Penalty: 3476.218750
	Iteration 0F: 3 clusters Score -148241 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -148588.093750 Penalty: 3476.218750
	Iteration 1F: 3 clusters Score -148588.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -148699.671875 Penalty: 3476.218750
	Iteration 2F: 3 clusters Score -148699.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -148750.906250 Penalty: 3476.218750
	Iteration 3Q: 3 clusters Score -148750.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -148773.578125 Penalty: 3476.218750
	Iteration 4Q: 3 clusters Score -148773.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -148794.531250 Penalty: 3476.218750
	Iteration 5Q: 3 clusters Score -148794.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -148806.937500 Penalty: 3476.218750
	Iteration 6Q: 3 clusters Score -148806.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -148813.343750 Penalty: 3476.218750
	Iteration 7Q: 3 clusters Score -148813.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -148818.156250 Penalty: 3476.218750
	Iteration 8Q: 3 clusters Score -148818.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -148820.734375 Penalty: 3476.218750
	Iteration 9Q: 3 clusters Score -148820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -148827.671875 Penalty: 3476.218750
	Iteration 10Q: 3 clusters Score -148827.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -148836.078125 Penalty: 3476.218750
	Iteration 11Q: 3 clusters Score -148836.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -148843.546875 Penalty: 3476.218750
	Iteration 12Q: 3 clusters Score -148843.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -148846.250000 Penalty: 3476.218750
	Iteration 13Q: 3 clusters Score -148846.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -148848.250000 Penalty: 3476.218750
	Iteration 14Q: 3 clusters Score -148848.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -148848.875000 Penalty: 3476.218750
	Iteration 15Q: 3 clusters Score -148848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -148848.875000 Penalty: 3476.218750
	Iteration 16F: 3 clusters Score -148848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Entering Unmasked Estep 
Score: -3620513.750000 Penalty: 2547.175781
	Iteration 0F: 2 clusters Score -3620514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -3600721.000000 Penalty: 5094.351562
	Iteration 0F: 3 clusters Score -3600721 nChanged 12948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -3608123.000000 Penalty: 5094.351562
	Iteration 1F: 3 clusters Score -3608123 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3608903.250000 Penalty: 5094.351562
	Iteration 2F: 3 clusters Score -3608903 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -3609731.750000 Penalty: 5094.351562
	Iteration 3F: 3 clusters Score -3609732 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -3610719.000000 Penalty: 5094.351562
	Iteration 4F: 3 clusters Score -3610719 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3611953.750000 Penalty: 5094.351562
	Iteration 5F: 3 clusters Score -3611954 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3613295.750000 Penalty: 5094.351562
	Iteration 6F: 3 clusters Score -3613296 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -3614507.250000 Penalty: 5094.351562
	Iteration 7F: 3 clusters Score -3614507 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -3615446.000000 Penalty: 5094.351562
	Iteration 8F: 3 clusters Score -3615446 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3616079.250000 Penalty: 5094.351562
	Iteration 9Q: 3 clusters Score -3616079 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -3616493.500000 Penalty: 5094.351562
	Iteration 10Q: 3 clusters Score -3616494 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3616743.000000 Penalty: 5094.351562
	Iteration 11Q: 3 clusters Score -3616743 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -3616970.000000 Penalty: 5094.351562
	Iteration 12Q: 3 clusters Score -3616970 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3617156.250000 Penalty: 5094.351562
	Iteration 13Q: 3 clusters Score -3617156 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3617345.500000 Penalty: 5094.351562
	Iteration 14Q: 3 clusters Score -3617346 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -3617559.250000 Penalty: 5094.351562
	Iteration 15Q: 3 clusters Score -3617559 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -3617722.250000 Penalty: 5094.351562
	Iteration 16Q: 3 clusters Score -3617722 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -3617887.000000 Penalty: 5094.351562
	Iteration 17Q: 3 clusters Score -3617887 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -3618053.500000 Penalty: 5094.351562
	Iteration 18Q: 3 clusters Score -3618054 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3618191.250000 Penalty: 5094.351562
	Iteration 19Q: 3 clusters Score -3618191 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -3618341.250000 Penalty: 5094.351562
	Iteration 20F: 3 clusters Score -3618341 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -3618449.250000 Penalty: 5094.351562
	Iteration 21Q: 3 clusters Score -3618449 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -3618529.500000 Penalty: 5094.351562
	Iteration 22Q: 3 clusters Score -3618530 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -3618645.750000 Penalty: 5094.351562
	Iteration 23Q: 3 clusters Score -3618646 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -3618746.500000 Penalty: 5094.351562
	Iteration 24Q: 3 clusters Score -3618746 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -3618871.250000 Penalty: 5094.351562
	Iteration 25Q: 3 clusters Score -3618871 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -3618999.750000 Penalty: 5094.351562
	Iteration 26Q: 3 clusters Score -3619000 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -3619110.000000 Penalty: 5094.351562
	Iteration 27Q: 3 clusters Score -3619110 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3619201.750000 Penalty: 5094.351562
	Iteration 28Q: 3 clusters Score -3619202 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3619324.000000 Penalty: 5094.351562
	Iteration 29Q: 3 clusters Score -3619324 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3619431.500000 Penalty: 5094.351562
	Iteration 30Q: 3 clusters Score -3619432 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -3619561.250000 Penalty: 5094.351562
	Iteration 31Q: 3 clusters Score -3619561 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -3619666.750000 Penalty: 5094.351562
	Iteration 32Q: 3 clusters Score -3619667 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3619747.250000 Penalty: 5094.351562
	Iteration 33Q: 3 clusters Score -3619747 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -3619816.500000 Penalty: 5094.351562
	Iteration 34Q: 3 clusters Score -3619816 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -3619882.500000 Penalty: 5094.351562
	Iteration 35Q: 3 clusters Score -3619882 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -3619935.750000 Penalty: 5094.351562
	Iteration 36Q: 3 clusters Score -3619936 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -3619968.750000 Penalty: 5094.351562
	Iteration 37Q: 3 clusters Score -3619969 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -3619998.250000 Penalty: 5094.351562
	Iteration 38Q: 3 clusters Score -3619998 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3620007.250000 Penalty: 5094.351562
	Iteration 39Q: 3 clusters Score -3620007 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3620022.000000 Penalty: 5094.351562
	Iteration 40F: 3 clusters Score -3620022 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -3620028.250000 Penalty: 5094.351562
	Iteration 41Q: 3 clusters Score -3620028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -3620038.750000 Penalty: 5094.351562
	Iteration 42Q: 3 clusters Score -3620039 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3620054.750000 Penalty: 5094.351562
	Iteration 43Q: 3 clusters Score -3620055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3620052.750000 Penalty: 5094.351562
	Iteration 44Q: 3 clusters Score -3620053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -3620054.750000 Penalty: 5094.351562
	Iteration 45Q: 3 clusters Score -3620055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3620055.750000 Penalty: 5094.351562
	Iteration 46Q: 3 clusters Score -3620056 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -3620058.500000 Penalty: 5094.351562
	Iteration 47Q: 3 clusters Score -3620058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3620068.500000 Penalty: 5094.351562
	Iteration 48Q: 3 clusters Score -3620068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -3620071.750000 Penalty: 5094.351562
	Iteration 49Q: 3 clusters Score -3620072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3620081.750000 Penalty: 5094.351562
	Iteration 50Q: 3 clusters Score -3620082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3620084.500000 Penalty: 5094.351562
	Iteration 51Q: 3 clusters Score -3620084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3620087.000000 Penalty: 5094.351562
	Iteration 52Q: 3 clusters Score -3620087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3620085.250000 Penalty: 5094.351562
	Iteration 53Q: 3 clusters Score -3620085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3620086.500000 Penalty: 5094.351562
	Iteration 54Q: 3 clusters Score -3620086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -3620084.000000 Penalty: 5094.351562
	Iteration 55Q: 3 clusters Score -3620084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3620090.000000 Penalty: 5094.351562
	Iteration 56Q: 3 clusters Score -3620090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -3620087.500000 Penalty: 5094.351562
	Iteration 57Q: 3 clusters Score -3620088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3620084.250000 Penalty: 5094.351562
	Iteration 58Q: 3 clusters Score -3620084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3620090.500000 Penalty: 5094.351562
	Iteration 59Q: 3 clusters Score -3620090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3620086.750000 Penalty: 5094.351562
	Iteration 60F: 3 clusters Score -3620087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3620088.500000 Penalty: 5094.351562
	Iteration 61Q: 3 clusters Score -3620088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3620085.250000 Penalty: 5094.351562
	Iteration 62Q: 3 clusters Score -3620085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3620091.250000 Penalty: 5094.351562
	Iteration 63Q: 3 clusters Score -3620091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3620095.500000 Penalty: 5094.351562
	Iteration 64Q: 3 clusters Score -3620096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -3620095.500000 Penalty: 5094.351562
	Iteration 65Q: 3 clusters Score -3620096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3620097.500000 Penalty: 5094.351562
	Iteration 66Q: 3 clusters Score -3620098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3620094.750000 Penalty: 5094.351562
	Iteration 67Q: 3 clusters Score -3620095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3620103.250000 Penalty: 5094.351562
	Iteration 68Q: 3 clusters Score -3620103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3620096.750000 Penalty: 5094.351562
	Iteration 69Q: 3 clusters Score -3620097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3620100.500000 Penalty: 5094.351562
	Iteration 70Q: 3 clusters Score -3620100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3620101.000000 Penalty: 5094.351562
	Iteration 71Q: 3 clusters Score -3620101 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3620109.000000 Penalty: 5094.351562
	Iteration 72Q: 3 clusters Score -3620109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3620110.250000 Penalty: 5094.351562
	Iteration 73Q: 3 clusters Score -3620110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3620111.750000 Penalty: 5094.351562
	Iteration 74Q: 3 clusters Score -3620112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -3620106.500000 Penalty: 5094.351562
	Iteration 75Q: 3 clusters Score -3620106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -3620110.000000 Penalty: 5094.351562
	Iteration 76Q: 3 clusters Score -3620110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -3620113.000000 Penalty: 5094.351562
	Iteration 77Q: 3 clusters Score -3620113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -3620109.000000 Penalty: 5094.351562
	Iteration 78Q: 3 clusters Score -3620109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3620113.250000 Penalty: 5094.351562
	Iteration 79Q: 3 clusters Score -3620113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3620115.250000 Penalty: 5094.351562
	Iteration 80F: 3 clusters Score -3620115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -3620119.250000 Penalty: 5094.351562
	Iteration 81Q: 3 clusters Score -3620119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3620120.250000 Penalty: 5094.351562
	Iteration 82Q: 3 clusters Score -3620120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3620117.250000 Penalty: 5094.351562
	Iteration 83Q: 3 clusters Score -3620117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3620115.500000 Penalty: 5094.351562
	Iteration 84Q: 3 clusters Score -3620116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -3620125.000000 Penalty: 5094.351562
	Iteration 85Q: 3 clusters Score -3620125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3620122.250000 Penalty: 5094.351562
	Iteration 86Q: 3 clusters Score -3620122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -3620124.500000 Penalty: 5094.351562
	Iteration 87Q: 3 clusters Score -3620124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3620122.750000 Penalty: 5094.351562
	Iteration 88Q: 3 clusters Score -3620123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3620122.750000 Penalty: 5094.351562
	Iteration 89F: 3 clusters Score -3620123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Entering Unmasked Estep 
Score: -1264885.500000 Penalty: 2256.985840
	Iteration 0F: 2 clusters Score -1264886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1257872.125000 Penalty: 4513.971680
	Iteration 0F: 3 clusters Score -1257872 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1259798.125000 Penalty: 4513.971680
	Iteration 1F: 3 clusters Score -1259798 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1260134.375000 Penalty: 4513.971680
	Iteration 2F: 3 clusters Score -1260134 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1260366.375000 Penalty: 4513.971680
	Iteration 3F: 3 clusters Score -1260366 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1260520.125000 Penalty: 4513.971680
	Iteration 4Q: 3 clusters Score -1260520 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1260686.375000 Penalty: 4513.971680
	Iteration 5Q: 3 clusters Score -1260686 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1260811.250000 Penalty: 4513.971680
	Iteration 6Q: 3 clusters Score -1260811 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1260925.375000 Penalty: 4513.971680
	Iteration 7Q: 3 clusters Score -1260925 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1261018.250000 Penalty: 4513.971680
	Iteration 8Q: 3 clusters Score -1261018 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1261122.250000 Penalty: 4513.971680
	Iteration 9Q: 3 clusters Score -1261122 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1261206.375000 Penalty: 4513.971680
	Iteration 10Q: 3 clusters Score -1261206 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1261288.750000 Penalty: 4513.971680
	Iteration 11Q: 3 clusters Score -1261289 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1261389.500000 Penalty: 4513.971680
	Iteration 12Q: 3 clusters Score -1261390 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1261520.375000 Penalty: 4513.971680
	Iteration 13Q: 3 clusters Score -1261520 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1261659.875000 Penalty: 4513.971680
	Iteration 14Q: 3 clusters Score -1261660 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1261802.500000 Penalty: 4513.971680
	Iteration 15Q: 3 clusters Score -1261802 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1261935.500000 Penalty: 4513.971680
	Iteration 16Q: 3 clusters Score -1261936 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1262054.875000 Penalty: 4513.971680
	Iteration 17Q: 3 clusters Score -1262055 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1262138.750000 Penalty: 4513.971680
	Iteration 18Q: 3 clusters Score -1262139 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1262206.625000 Penalty: 4513.971680
	Iteration 19Q: 3 clusters Score -1262207 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1262261.250000 Penalty: 4513.971680
	Iteration 20F: 3 clusters Score -1262261 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1262303.000000 Penalty: 4513.971680
	Iteration 21Q: 3 clusters Score -1262303 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1262328.625000 Penalty: 4513.971680
	Iteration 22Q: 3 clusters Score -1262329 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1262352.750000 Penalty: 4513.971680
	Iteration 23Q: 3 clusters Score -1262353 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1262374.125000 Penalty: 4513.971680
	Iteration 24Q: 3 clusters Score -1262374 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1262387.625000 Penalty: 4513.971680
	Iteration 25Q: 3 clusters Score -1262388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1262396.875000 Penalty: 4513.971680
	Iteration 26Q: 3 clusters Score -1262397 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1262409.625000 Penalty: 4513.971680
	Iteration 27Q: 3 clusters Score -1262410 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1262420.875000 Penalty: 4513.971680
	Iteration 28Q: 3 clusters Score -1262421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1262423.500000 Penalty: 4513.971680
	Iteration 29Q: 3 clusters Score -1262424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1262428.750000 Penalty: 4513.971680
	Iteration 30Q: 3 clusters Score -1262429 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1262430.875000 Penalty: 4513.971680
	Iteration 31Q: 3 clusters Score -1262431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1262436.125000 Penalty: 4513.971680
	Iteration 32Q: 3 clusters Score -1262436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1262441.500000 Penalty: 4513.971680
	Iteration 33Q: 3 clusters Score -1262442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1262447.125000 Penalty: 4513.971680
	Iteration 34Q: 3 clusters Score -1262447 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1262449.625000 Penalty: 4513.971680
	Iteration 35Q: 3 clusters Score -1262450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1262452.625000 Penalty: 4513.971680
	Iteration 36Q: 3 clusters Score -1262453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1262455.750000 Penalty: 4513.971680
	Iteration 37Q: 3 clusters Score -1262456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1262451.875000 Penalty: 4513.971680
	Iteration 38Q: 3 clusters Score -1262452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1262456.625000 Penalty: 4513.971680
	Iteration 39Q: 3 clusters Score -1262457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1262458.250000 Penalty: 4513.971680
	Iteration 40F: 3 clusters Score -1262458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1262460.000000 Penalty: 4513.971680
	Iteration 41Q: 3 clusters Score -1262460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1262460.625000 Penalty: 4513.971680
	Iteration 42Q: 3 clusters Score -1262461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1262461.750000 Penalty: 4513.971680
	Iteration 43Q: 3 clusters Score -1262462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1262462.375000 Penalty: 4513.971680
	Iteration 44Q: 3 clusters Score -1262462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1262464.000000 Penalty: 4513.971680
	Iteration 45Q: 3 clusters Score -1262464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1262465.750000 Penalty: 4513.971680
	Iteration 46Q: 3 clusters Score -1262466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1262465.000000 Penalty: 4513.971680
	Iteration 47Q: 3 clusters Score -1262465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1262468.250000 Penalty: 4513.971680
	Iteration 48Q: 3 clusters Score -1262468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1262468.000000 Penalty: 4513.971680
	Iteration 49Q: 3 clusters Score -1262468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1262466.250000 Penalty: 4513.971680
	Iteration 50Q: 3 clusters Score -1262466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1262467.375000 Penalty: 4513.971680
	Iteration 51Q: 3 clusters Score -1262467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1262467.125000 Penalty: 4513.971680
	Iteration 52Q: 3 clusters Score -1262467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1262468.000000 Penalty: 4513.971680
	Iteration 53Q: 3 clusters Score -1262468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1262469.875000 Penalty: 4513.971680
	Iteration 54Q: 3 clusters Score -1262470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1262469.750000 Penalty: 4513.971680
	Iteration 55Q: 3 clusters Score -1262470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1262471.250000 Penalty: 4513.971680
	Iteration 56Q: 3 clusters Score -1262471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1262471.125000 Penalty: 4513.971680
	Iteration 57Q: 3 clusters Score -1262471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1262470.625000 Penalty: 4513.971680
	Iteration 58Q: 3 clusters Score -1262471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1262470.625000 Penalty: 4513.971680
	Iteration 59F: 3 clusters Score -1262471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Entering Unmasked Estep 
Score: -740001.000000 Penalty: 2137.429199
	Iteration 0F: 2 clusters Score -740001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -735203.000000 Penalty: 4274.858398
	Iteration 0F: 3 clusters Score -735203 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -736463.625000 Penalty: 4274.858398
	Iteration 1F: 3 clusters Score -736463.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -736817.375000 Penalty: 4274.858398
	Iteration 2F: 3 clusters Score -736817.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -737167.750000 Penalty: 4274.858398
	Iteration 3F: 3 clusters Score -737167.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -737541.562500 Penalty: 4274.858398
	Iteration 4F: 3 clusters Score -737541.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -737835.687500 Penalty: 4274.858398
	Iteration 5F: 3 clusters Score -737835.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -738027.812500 Penalty: 4274.858398
	Iteration 6Q: 3 clusters Score -738027.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -738135.687500 Penalty: 4274.858398
	Iteration 7Q: 3 clusters Score -738135.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -738215.000000 Penalty: 4274.858398
	Iteration 8Q: 3 clusters Score -738215 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -738263.187500 Penalty: 4274.858398
	Iteration 9Q: 3 clusters Score -738263.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -738296.000000 Penalty: 4274.858398
	Iteration 10Q: 3 clusters Score -738296 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -738314.062500 Penalty: 4274.858398
	Iteration 11Q: 3 clusters Score -738314.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -738326.250000 Penalty: 4274.858398
	Iteration 12Q: 3 clusters Score -738326.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -738335.875000 Penalty: 4274.858398
	Iteration 13Q: 3 clusters Score -738335.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -738341.812500 Penalty: 4274.858398
	Iteration 14Q: 3 clusters Score -738341.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -738348.500000 Penalty: 4274.858398
	Iteration 15Q: 3 clusters Score -738348.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -738354.062500 Penalty: 4274.858398
	Iteration 16Q: 3 clusters Score -738354.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -738355.187500 Penalty: 4274.858398
	Iteration 17Q: 3 clusters Score -738355.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -738360.000000 Penalty: 4274.858398
	Iteration 18Q: 3 clusters Score -738360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -738365.750000 Penalty: 4274.858398
	Iteration 19Q: 3 clusters Score -738365.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -738368.125000 Penalty: 4274.858398
	Iteration 20F: 3 clusters Score -738368.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -738370.562500 Penalty: 4274.858398
	Iteration 21Q: 3 clusters Score -738370.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -738372.875000 Penalty: 4274.858398
	Iteration 22Q: 3 clusters Score -738372.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -738375.437500 Penalty: 4274.858398
	Iteration 23Q: 3 clusters Score -738375.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -738378.500000 Penalty: 4274.858398
	Iteration 24Q: 3 clusters Score -738378.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -738380.375000 Penalty: 4274.858398
	Iteration 25Q: 3 clusters Score -738380.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -738383.187500 Penalty: 4274.858398
	Iteration 26Q: 3 clusters Score -738383.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -738384.875000 Penalty: 4274.858398
	Iteration 27Q: 3 clusters Score -738384.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -738386.375000 Penalty: 4274.858398
	Iteration 28Q: 3 clusters Score -738386.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -738387.687500 Penalty: 4274.858398
	Iteration 29Q: 3 clusters Score -738387.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -738390.437500 Penalty: 4274.858398
	Iteration 30Q: 3 clusters Score -738390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -738391.125000 Penalty: 4274.858398
	Iteration 31Q: 3 clusters Score -738391.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -738396.125000 Penalty: 4274.858398
	Iteration 32Q: 3 clusters Score -738396.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -738399.312500 Penalty: 4274.858398
	Iteration 33Q: 3 clusters Score -738399.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -738401.125000 Penalty: 4274.858398
	Iteration 34Q: 3 clusters Score -738401.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -738403.062500 Penalty: 4274.858398
	Iteration 35Q: 3 clusters Score -738403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -738403.125000 Penalty: 4274.858398
	Iteration 36Q: 3 clusters Score -738403.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -738404.125000 Penalty: 4274.858398
	Iteration 37Q: 3 clusters Score -738404.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -738405.625000 Penalty: 4274.858398
	Iteration 38Q: 3 clusters Score -738405.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -738404.875000 Penalty: 4274.858398
	Iteration 39Q: 3 clusters Score -738404.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -738404.875000 Penalty: 4274.858398
	Iteration 40F: 3 clusters Score -738404.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (47986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47986 members 
Entering Unmasked Estep 
Score: -6682106.500000 Penalty: 2673.108887
	Iteration 0F: 2 clusters Score -6682106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -6649673.000000 Penalty: 5346.217773
	Iteration 0F: 3 clusters Score -6649673 nChanged 22203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -6662394.000000 Penalty: 5346.217773
	Iteration 1F: 3 clusters Score -6662394 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -6663222.500000 Penalty: 5346.217773
	Iteration 2Q: 3 clusters Score -6663222 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -6664082.500000 Penalty: 5346.217773
	Iteration 3Q: 3 clusters Score -6664082 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -6664974.500000 Penalty: 5346.217773
	Iteration 4Q: 3 clusters Score -6664974 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -6665988.500000 Penalty: 5346.217773
	Iteration 5Q: 3 clusters Score -6665988 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -6667110.000000 Penalty: 5346.217773
	Iteration 6F: 3 clusters Score -6667110 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -6668465.500000 Penalty: 5346.217773
	Iteration 7F: 3 clusters Score -6668466 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -6669959.000000 Penalty: 5346.217773
	Iteration 8F: 3 clusters Score -6669959 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -6671776.500000 Penalty: 5346.217773
	Iteration 9F: 3 clusters Score -6671776 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -6673534.000000 Penalty: 5346.217773
	Iteration 10Q: 3 clusters Score -6673534 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -6675246.000000 Penalty: 5346.217773
	Iteration 11Q: 3 clusters Score -6675246 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -6676431.000000 Penalty: 5346.217773
	Iteration 12Q: 3 clusters Score -6676431 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -6677222.500000 Penalty: 5346.217773
	Iteration 13Q: 3 clusters Score -6677222 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -6677800.000000 Penalty: 5346.217773
	Iteration 14Q: 3 clusters Score -6677800 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -6678283.500000 Penalty: 5346.217773
	Iteration 15Q: 3 clusters Score -6678284 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -6678687.500000 Penalty: 5346.217773
	Iteration 16Q: 3 clusters Score -6678688 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -6678973.000000 Penalty: 5346.217773
	Iteration 17Q: 3 clusters Score -6678973 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -6679175.000000 Penalty: 5346.217773
	Iteration 18Q: 3 clusters Score -6679175 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -6679345.500000 Penalty: 5346.217773
	Iteration 19Q: 3 clusters Score -6679346 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -6679472.000000 Penalty: 5346.217773
	Iteration 20F: 3 clusters Score -6679472 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -6679578.500000 Penalty: 5346.217773
	Iteration 21Q: 3 clusters Score -6679578 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -6679640.000000 Penalty: 5346.217773
	Iteration 22Q: 3 clusters Score -6679640 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -6679702.000000 Penalty: 5346.217773
	Iteration 23Q: 3 clusters Score -6679702 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -6679753.500000 Penalty: 5346.217773
	Iteration 24Q: 3 clusters Score -6679754 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -6679772.500000 Penalty: 5346.217773
	Iteration 25Q: 3 clusters Score -6679772 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -6679812.500000 Penalty: 5346.217773
	Iteration 26Q: 3 clusters Score -6679812 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -6679836.500000 Penalty: 5346.217773
	Iteration 27Q: 3 clusters Score -6679836 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -6679892.000000 Penalty: 5346.217773
	Iteration 28Q: 3 clusters Score -6679892 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6679916.000000 Penalty: 5346.217773
	Iteration 29Q: 3 clusters Score -6679916 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6679934.000000 Penalty: 5346.217773
	Iteration 30Q: 3 clusters Score -6679934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -6679943.500000 Penalty: 5346.217773
	Iteration 31Q: 3 clusters Score -6679944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6679955.000000 Penalty: 5346.217773
	Iteration 32Q: 3 clusters Score -6679955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -6679965.000000 Penalty: 5346.217773
	Iteration 33Q: 3 clusters Score -6679965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6679959.000000 Penalty: 5346.217773
	Iteration 34Q: 3 clusters Score -6679959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6679965.500000 Penalty: 5346.217773
	Iteration 35Q: 3 clusters Score -6679966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -6679969.000000 Penalty: 5346.217773
	Iteration 36Q: 3 clusters Score -6679969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -6679990.000000 Penalty: 5346.217773
	Iteration 37Q: 3 clusters Score -6679990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6679995.500000 Penalty: 5346.217773
	Iteration 38Q: 3 clusters Score -6679996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6679985.000000 Penalty: 5346.217773
	Iteration 39Q: 3 clusters Score -6679985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -6679997.500000 Penalty: 5346.217773
	Iteration 40F: 3 clusters Score -6679998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6679988.500000 Penalty: 5346.217773
	Iteration 41Q: 3 clusters Score -6679988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -6679983.500000 Penalty: 5346.217773
	Iteration 42Q: 3 clusters Score -6679984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -6679978.000000 Penalty: 5346.217773
	Iteration 43Q: 3 clusters Score -6679978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -6679981.500000 Penalty: 5346.217773
	Iteration 44Q: 3 clusters Score -6679982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6679988.500000 Penalty: 5346.217773
	Iteration 45Q: 3 clusters Score -6679988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6679993.500000 Penalty: 5346.217773
	Iteration 46Q: 3 clusters Score -6679994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -6680002.000000 Penalty: 5346.217773
	Iteration 47Q: 3 clusters Score -6680002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6680011.000000 Penalty: 5346.217773
	Iteration 48Q: 3 clusters Score -6680011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -6680008.000000 Penalty: 5346.217773
	Iteration 49Q: 3 clusters Score -6680008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -6680011.500000 Penalty: 5346.217773
	Iteration 50Q: 3 clusters Score -6680012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -6680012.000000 Penalty: 5346.217773
	Iteration 51Q: 3 clusters Score -6680012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -6680013.500000 Penalty: 5346.217773
	Iteration 52Q: 3 clusters Score -6680014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -6680015.500000 Penalty: 5346.217773
	Iteration 53Q: 3 clusters Score -6680016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6680011.500000 Penalty: 5346.217773
	Iteration 54Q: 3 clusters Score -6680012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -6680012.000000 Penalty: 5346.217773
	Iteration 55Q: 3 clusters Score -6680012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -6680012.000000 Penalty: 5346.217773
	Iteration 56F: 3 clusters Score -6680012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Entering Unmasked Estep 
Score: -1055471.500000 Penalty: 2222.545898
	Iteration 0F: 2 clusters Score -1055472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1049198.375000 Penalty: 4445.091797
	Iteration 0F: 3 clusters Score -1049198 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1050865.625000 Penalty: 4445.091797
	Iteration 1F: 3 clusters Score -1050866 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1051119.125000 Penalty: 4445.091797
	Iteration 2F: 3 clusters Score -1051119 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1051274.000000 Penalty: 4445.091797
	Iteration 3Q: 3 clusters Score -1051274 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1051392.000000 Penalty: 4445.091797
	Iteration 4Q: 3 clusters Score -1051392 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1051477.000000 Penalty: 4445.091797
	Iteration 5Q: 3 clusters Score -1051477 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1051540.875000 Penalty: 4445.091797
	Iteration 6Q: 3 clusters Score -1051541 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1051603.750000 Penalty: 4445.091797
	Iteration 7Q: 3 clusters Score -1051604 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1051657.375000 Penalty: 4445.091797
	Iteration 8Q: 3 clusters Score -1051657 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1051701.875000 Penalty: 4445.091797
	Iteration 9Q: 3 clusters Score -1051702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1051742.375000 Penalty: 4445.091797
	Iteration 10Q: 3 clusters Score -1051742 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1051796.250000 Penalty: 4445.091797
	Iteration 11Q: 3 clusters Score -1051796 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1051850.125000 Penalty: 4445.091797
	Iteration 12Q: 3 clusters Score -1051850 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1051902.375000 Penalty: 4445.091797
	Iteration 13Q: 3 clusters Score -1051902 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1051952.125000 Penalty: 4445.091797
	Iteration 14Q: 3 clusters Score -1051952 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1052017.250000 Penalty: 4445.091797
	Iteration 15Q: 3 clusters Score -1052017 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1052080.750000 Penalty: 4445.091797
	Iteration 16Q: 3 clusters Score -1052081 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1052140.750000 Penalty: 4445.091797
	Iteration 17Q: 3 clusters Score -1052141 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1052198.875000 Penalty: 4445.091797
	Iteration 18Q: 3 clusters Score -1052199 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -1052263.250000 Penalty: 4445.091797
	Iteration 19Q: 3 clusters Score -1052263 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1052333.250000 Penalty: 4445.091797
	Iteration 20F: 3 clusters Score -1052333 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1052406.000000 Penalty: 4445.091797
	Iteration 21Q: 3 clusters Score -1052406 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1052487.750000 Penalty: 4445.091797
	Iteration 22Q: 3 clusters Score -1052488 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1052568.000000 Penalty: 4445.091797
	Iteration 23Q: 3 clusters Score -1052568 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1052671.250000 Penalty: 4445.091797
	Iteration 24Q: 3 clusters Score -1052671 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1052781.875000 Penalty: 4445.091797
	Iteration 25Q: 3 clusters Score -1052782 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1052879.625000 Penalty: 4445.091797
	Iteration 26Q: 3 clusters Score -1052880 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1052967.250000 Penalty: 4445.091797
	Iteration 27Q: 3 clusters Score -1052967 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1053040.375000 Penalty: 4445.091797
	Iteration 28Q: 3 clusters Score -1053040 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1053101.500000 Penalty: 4445.091797
	Iteration 29Q: 3 clusters Score -1053102 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1053170.125000 Penalty: 4445.091797
	Iteration 30Q: 3 clusters Score -1053170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1053218.875000 Penalty: 4445.091797
	Iteration 31Q: 3 clusters Score -1053219 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1053262.375000 Penalty: 4445.091797
	Iteration 32Q: 3 clusters Score -1053262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1053308.625000 Penalty: 4445.091797
	Iteration 33Q: 3 clusters Score -1053309 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1053346.875000 Penalty: 4445.091797
	Iteration 34Q: 3 clusters Score -1053347 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1053383.875000 Penalty: 4445.091797
	Iteration 35Q: 3 clusters Score -1053384 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1053408.500000 Penalty: 4445.091797
	Iteration 36Q: 3 clusters Score -1053408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1053430.375000 Penalty: 4445.091797
	Iteration 37Q: 3 clusters Score -1053430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1053449.125000 Penalty: 4445.091797
	Iteration 38Q: 3 clusters Score -1053449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1053459.750000 Penalty: 4445.091797
	Iteration 39Q: 3 clusters Score -1053460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1053469.750000 Penalty: 4445.091797
	Iteration 40F: 3 clusters Score -1053470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1053483.125000 Penalty: 4445.091797
	Iteration 41Q: 3 clusters Score -1053483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1053498.000000 Penalty: 4445.091797
	Iteration 42Q: 3 clusters Score -1053498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1053518.875000 Penalty: 4445.091797
	Iteration 43Q: 3 clusters Score -1053519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1053530.000000 Penalty: 4445.091797
	Iteration 44Q: 3 clusters Score -1053530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1053540.250000 Penalty: 4445.091797
	Iteration 45Q: 3 clusters Score -1053540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1053548.375000 Penalty: 4445.091797
	Iteration 46Q: 3 clusters Score -1053548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1053556.375000 Penalty: 4445.091797
	Iteration 47Q: 3 clusters Score -1053556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1053562.500000 Penalty: 4445.091797
	Iteration 48Q: 3 clusters Score -1053562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1053568.375000 Penalty: 4445.091797
	Iteration 49Q: 3 clusters Score -1053568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1053580.500000 Penalty: 4445.091797
	Iteration 50Q: 3 clusters Score -1053580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1053588.500000 Penalty: 4445.091797
	Iteration 51Q: 3 clusters Score -1053588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1053594.500000 Penalty: 4445.091797
	Iteration 52Q: 3 clusters Score -1053594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1053601.750000 Penalty: 4445.091797
	Iteration 53Q: 3 clusters Score -1053602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1053603.250000 Penalty: 4445.091797
	Iteration 54Q: 3 clusters Score -1053603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1053608.500000 Penalty: 4445.091797
	Iteration 55Q: 3 clusters Score -1053608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1053608.750000 Penalty: 4445.091797
	Iteration 56Q: 3 clusters Score -1053609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1053611.500000 Penalty: 4445.091797
	Iteration 57Q: 3 clusters Score -1053612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1053613.125000 Penalty: 4445.091797
	Iteration 58Q: 3 clusters Score -1053613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1053621.125000 Penalty: 4445.091797
	Iteration 59Q: 3 clusters Score -1053621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1053624.250000 Penalty: 4445.091797
	Iteration 60F: 3 clusters Score -1053624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1053625.500000 Penalty: 4445.091797
	Iteration 61Q: 3 clusters Score -1053626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1053626.000000 Penalty: 4445.091797
	Iteration 62Q: 3 clusters Score -1053626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1053626.250000 Penalty: 4445.091797
	Iteration 63Q: 3 clusters Score -1053626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1053626.250000 Penalty: 4445.091797
	Iteration 64F: 3 clusters Score -1053626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (263163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263163 members 
Entering Unmasked Estep 
Score: -36765440.000000 Penalty: 3095.171143
	Iteration 0F: 2 clusters Score -3.676544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131655 members 
Mstep: Class 2 contains 131508 members 
Entering Unmasked Estep 
Score: -36607432.000000 Penalty: 6190.342285
	Iteration 0F: 3 clusters Score -3.660743e+07 nChanged 127283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132892 members 
Mstep: Class 2 contains 130271 members 
Entering Unmasked Estep 
Score: -36682376.000000 Penalty: 6190.342285
	Iteration 1F: 3 clusters Score -3.668238e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134532 members 
Mstep: Class 2 contains 128631 members 
Entering Unmasked Estep 
Score: -36683728.000000 Penalty: 6190.342285
	Iteration 2Q: 3 clusters Score -3.668373e+07 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137179 members 
Mstep: Class 2 contains 125984 members 
Entering Unmasked Estep 
Score: -36685628.000000 Penalty: 6190.342285
	Iteration 3Q: 3 clusters Score -3.668563e+07 nChanged 8805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141268 members 
Mstep: Class 2 contains 121895 members 
Entering Unmasked Estep 
Score: -36688364.000000 Penalty: 6190.342285
	Iteration 4Q: 3 clusters Score -3.668836e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147248 members 
Mstep: Class 2 contains 115915 members 
Entering Unmasked Estep 
Score: -36692660.000000 Penalty: 6190.342285
	Iteration 5Q: 3 clusters Score -3.669266e+07 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155763 members 
Mstep: Class 2 contains 107400 members 
Entering Unmasked Estep 
Score: -36699656.000000 Penalty: 6190.342285
	Iteration 6F: 3 clusters Score -3.669966e+07 nChanged 16058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166487 members 
Mstep: Class 2 contains 96676 members 
Entering Unmasked Estep 
Score: -36710596.000000 Penalty: 6190.342285
	Iteration 7F: 3 clusters Score -3.67106e+07 nChanged 17525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177822 members 
Mstep: Class 2 contains 85341 members 
Entering Unmasked Estep 
Score: -36723876.000000 Penalty: 6190.342285
	Iteration 8F: 3 clusters Score -3.672388e+07 nChanged 15898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187052 members 
Mstep: Class 2 contains 76111 members 
Entering Unmasked Estep 
Score: -36735640.000000 Penalty: 6190.342285
	Iteration 9F: 3 clusters Score -3.673564e+07 nChanged 12136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194122 members 
Mstep: Class 2 contains 69041 members 
Entering Unmasked Estep 
Score: -36742228.000000 Penalty: 6190.342285
	Iteration 10Q: 3 clusters Score -3.674223e+07 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200225 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -36745428.000000 Penalty: 6190.342285
	Iteration 11Q: 3 clusters Score -3.674543e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206118 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -36747712.000000 Penalty: 6190.342285
	Iteration 12Q: 3 clusters Score -3.674771e+07 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212107 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -36750216.000000 Penalty: 6190.342285
	Iteration 13Q: 3 clusters Score -3.675022e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218206 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -36752168.000000 Penalty: 6190.342285
	Iteration 14Q: 3 clusters Score -3.675217e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224321 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -36754900.000000 Penalty: 6190.342285
	Iteration 15Q: 3 clusters Score -3.67549e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230261 members 
Mstep: Class 2 contains 32902 members 
Entering Unmasked Estep 
Score: -36757120.000000 Penalty: 6190.342285
	Iteration 16Q: 3 clusters Score -3.675712e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236094 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -36758776.000000 Penalty: 6190.342285
	Iteration 17Q: 3 clusters Score -3.675878e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241633 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -36760908.000000 Penalty: 6190.342285
	Iteration 18Q: 3 clusters Score -3.676091e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246780 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -36762060.000000 Penalty: 6190.342285
	Iteration 19Q: 3 clusters Score -3.676206e+07 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251183 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -36762612.000000 Penalty: 6190.342285
	Iteration 20F: 3 clusters Score -3.676261e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254698 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -36762352.000000 Penalty: 6190.342285
	Iteration 21Q: 3 clusters Score -3.676235e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257362 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -36762528.000000 Penalty: 6190.342285
	Iteration 22Q: 3 clusters Score -3.676253e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259270 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -36762804.000000 Penalty: 6190.342285
	Iteration 23Q: 3 clusters Score -3.67628e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260506 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -36762872.000000 Penalty: 6190.342285
	Iteration 24Q: 3 clusters Score -3.676287e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261314 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -36763060.000000 Penalty: 6190.342285
	Iteration 25Q: 3 clusters Score -3.676306e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261818 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -36763020.000000 Penalty: 6190.342285
	Iteration 26Q: 3 clusters Score -3.676302e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262114 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -36763080.000000 Penalty: 6190.342285
	Iteration 27Q: 3 clusters Score -3.676308e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262302 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -36763020.000000 Penalty: 6190.342285
	Iteration 28Q: 3 clusters Score -3.676302e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262413 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -36763028.000000 Penalty: 6190.342285
	Iteration 29Q: 3 clusters Score -3.676303e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262481 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -36763048.000000 Penalty: 6190.342285
	Iteration 30Q: 3 clusters Score -3.676305e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262531 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -36763088.000000 Penalty: 6190.342285
	Iteration 31Q: 3 clusters Score -3.676309e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262564 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -36763100.000000 Penalty: 6190.342285
	Iteration 32Q: 3 clusters Score -3.67631e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262589 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -36763108.000000 Penalty: 6190.342285
	Iteration 33Q: 3 clusters Score -3.676311e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262596 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -36763084.000000 Penalty: 6190.342285
	Iteration 34Q: 3 clusters Score -3.676308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262605 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -36763100.000000 Penalty: 6190.342285
	Iteration 35Q: 3 clusters Score -3.67631e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262609 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -36763108.000000 Penalty: 6190.342285
	Iteration 36Q: 3 clusters Score -3.676311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262613 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -36763112.000000 Penalty: 6190.342285
	Iteration 37Q: 3 clusters Score -3.676311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262615 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -36763104.000000 Penalty: 6190.342285
	Iteration 38Q: 3 clusters Score -3.67631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262618 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -36763116.000000 Penalty: 6190.342285
	Iteration 39Q: 3 clusters Score -3.676312e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262623 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -36763136.000000 Penalty: 6190.342285
	Iteration 40F: 3 clusters Score -3.676314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262628 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -36763124.000000 Penalty: 6190.342285
	Iteration 41Q: 3 clusters Score -3.676312e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262634 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -36763164.000000 Penalty: 6190.342285
	Iteration 42Q: 3 clusters Score -3.676316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262644 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -36763160.000000 Penalty: 6190.342285
	Iteration 43Q: 3 clusters Score -3.676316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262648 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -36763160.000000 Penalty: 6190.342285
	Iteration 44Q: 3 clusters Score -3.676316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262649 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -36763152.000000 Penalty: 6190.342285
	Iteration 45Q: 3 clusters Score -3.676315e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262650 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -36763144.000000 Penalty: 6190.342285
	Iteration 46Q: 3 clusters Score -3.676314e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262651 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -36763156.000000 Penalty: 6190.342285
	Iteration 47Q: 3 clusters Score -3.676316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262653 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -36763152.000000 Penalty: 6190.342285
	Iteration 48Q: 3 clusters Score -3.676315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262655 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -36763148.000000 Penalty: 6190.342285
	Iteration 49Q: 3 clusters Score -3.676315e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262657 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -36763152.000000 Penalty: 6190.342285
	Iteration 50Q: 3 clusters Score -3.676315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262660 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -36763160.000000 Penalty: 6190.342285
	Iteration 51Q: 3 clusters Score -3.676316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262662 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -36763168.000000 Penalty: 6190.342285
	Iteration 52Q: 3 clusters Score -3.676317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262663 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -36763160.000000 Penalty: 6190.342285
	Iteration 53Q: 3 clusters Score -3.676316e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262664 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -36763160.000000 Penalty: 6190.342285
	Iteration 54Q: 3 clusters Score -3.676316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262664 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -36763160.000000 Penalty: 6190.342285
	Iteration 55F: 3 clusters Score -3.676316e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -27810.125000 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -27810.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26675.718750 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -26675.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26763.058594 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -26763.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26777.988281 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -26777.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26804.810547 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -26804.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26811.933594 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -26811.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26814.496094 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -26814.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26817.923828 Penalty: 2690.775146
	Iteration 6Q: 3 clusters Score -26817.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26817.923828 Penalty: 2690.775146
	Iteration 7F: 3 clusters Score -26817.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 83187 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1709 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 101382 members 
Mstep: Class 9 contains 44988 members 
Mstep: Class 10 contains 99310 members 
Mstep: Class 11 contains 33873 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 8806 members 
Mstep: Class 14 contains 44584 members 
Mstep: Class 15 contains 8212 members 
Mstep: Class 16 contains 19354 members 
Mstep: Class 17 contains 2895 members 
Mstep: Class 18 contains 48004 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31322 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 28879 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 5534 members 
Mstep: Class 25 contains 47986 members 
Mstep: Class 26 contains 7800 members 
Mstep: Class 27 contains 263163 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122233448.000000 Penalty: 95255.710938
Iteration 119Q: 29 clusters Score -1.222334e+08 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 82543 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1700 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 101064 members 
Mstep: Class 9 contains 45000 members 
Mstep: Class 10 contains 99393 members 
Mstep: Class 11 contains 33966 members 
Mstep: Class 12 contains 11951 members 
Mstep: Class 13 contains 8822 members 
Mstep: Class 14 contains 44571 members 
Mstep: Class 15 contains 8214 members 
Mstep: Class 16 contains 19478 members 
Mstep: Class 17 contains 2893 members 
Mstep: Class 18 contains 48011 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31337 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 28863 members 
Mstep: Class 23 contains 8973 members 
Mstep: Class 24 contains 5540 members 
Mstep: Class 25 contains 48122 members 
Mstep: Class 26 contains 7795 members 
Mstep: Class 27 contains 263671 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122233256.000000 Penalty: 95255.710938
Iteration 120F: 29 clusters Score -1.222333e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 81989 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1696 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 100725 members 
Mstep: Class 9 contains 45022 members 
Mstep: Class 10 contains 99466 members 
Mstep: Class 11 contains 34051 members 
Mstep: Class 12 contains 11925 members 
Mstep: Class 13 contains 8833 members 
Mstep: Class 14 contains 44556 members 
Mstep: Class 15 contains 8219 members 
Mstep: Class 16 contains 19581 members 
Mstep: Class 17 contains 2894 members 
Mstep: Class 18 contains 48019 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31348 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 28844 members 
Mstep: Class 23 contains 8987 members 
Mstep: Class 24 contains 5542 members 
Mstep: Class 25 contains 48260 members 
Mstep: Class 26 contains 7793 members 
Mstep: Class 27 contains 264159 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122232752.000000 Penalty: 95255.710938
Iteration 121Q: 29 clusters Score -1.222328e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 81431 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1667 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 100423 members 
Mstep: Class 9 contains 45046 members 
Mstep: Class 10 contains 99531 members 
Mstep: Class 11 contains 34140 members 
Mstep: Class 12 contains 11908 members 
Mstep: Class 13 contains 8842 members 
Mstep: Class 14 contains 44541 members 
Mstep: Class 15 contains 8222 members 
Mstep: Class 16 contains 19689 members 
Mstep: Class 17 contains 2891 members 
Mstep: Class 18 contains 48021 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31360 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 28844 members 
Mstep: Class 23 contains 8994 members 
Mstep: Class 24 contains 5549 members 
Mstep: Class 25 contains 48415 members 
Mstep: Class 26 contains 7795 members 
Mstep: Class 27 contains 264601 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122232512.000000 Penalty: 95255.710938
Iteration 122Q: 29 clusters Score -1.222325e+08 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 80908 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1635 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 100090 members 
Mstep: Class 9 contains 45065 members 
Mstep: Class 10 contains 99572 members 
Mstep: Class 11 contains 34224 members 
Mstep: Class 12 contains 11898 members 
Mstep: Class 13 contains 8846 members 
Mstep: Class 14 contains 44543 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 19799 members 
Mstep: Class 17 contains 2887 members 
Mstep: Class 18 contains 48025 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31364 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 28841 members 
Mstep: Class 23 contains 8998 members 
Mstep: Class 24 contains 5553 members 
Mstep: Class 25 contains 48554 members 
Mstep: Class 26 contains 7790 members 
Mstep: Class 27 contains 265092 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231968.000000 Penalty: 95255.710938
Iteration 123Q: 29 clusters Score -1.22232e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 80369 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1611 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 99835 members 
Mstep: Class 9 contains 45090 members 
Mstep: Class 10 contains 99628 members 
Mstep: Class 11 contains 34293 members 
Mstep: Class 12 contains 11904 members 
Mstep: Class 13 contains 8852 members 
Mstep: Class 14 contains 44534 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 19924 members 
Mstep: Class 17 contains 2887 members 
Mstep: Class 18 contains 48035 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31370 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 28837 members 
Mstep: Class 23 contains 8999 members 
Mstep: Class 24 contains 5558 members 
Mstep: Class 25 contains 48675 members 
Mstep: Class 26 contains 7790 members 
Mstep: Class 27 contains 265492 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231760.000000 Penalty: 95255.710938
Iteration 124Q: 29 clusters Score -1.222318e+08 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 79883 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 99550 members 
Mstep: Class 9 contains 45120 members 
Mstep: Class 10 contains 99677 members 
Mstep: Class 11 contains 34362 members 
Mstep: Class 12 contains 11899 members 
Mstep: Class 13 contains 8858 members 
Mstep: Class 14 contains 44519 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 20058 members 
Mstep: Class 17 contains 2886 members 
Mstep: Class 18 contains 48044 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31370 members 
Mstep: Class 21 contains 1105 members 
Mstep: Class 22 contains 28835 members 
Mstep: Class 23 contains 9003 members 
Mstep: Class 24 contains 5562 members 
Mstep: Class 25 contains 48820 members 
Mstep: Class 26 contains 7788 members 
Mstep: Class 27 contains 265855 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231624.000000 Penalty: 95255.710938
Iteration 125Q: 29 clusters Score -1.222316e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 79387 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1579 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 99245 members 
Mstep: Class 9 contains 45165 members 
Mstep: Class 10 contains 99730 members 
Mstep: Class 11 contains 34433 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 8865 members 
Mstep: Class 14 contains 44510 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 16 contains 20180 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 18 contains 48050 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31369 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 28831 members 
Mstep: Class 23 contains 9003 members 
Mstep: Class 24 contains 5564 members 
Mstep: Class 25 contains 48976 members 
Mstep: Class 26 contains 7788 members 
Mstep: Class 27 contains 266230 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122231056.000000 Penalty: 95255.710938
Iteration 126Q: 29 clusters Score -1.222311e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 78884 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1571 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 99023 members 
Mstep: Class 9 contains 45216 members 
Mstep: Class 10 contains 99780 members 
Mstep: Class 11 contains 34523 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 8876 members 
Mstep: Class 14 contains 44497 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 16 contains 20277 members 
Mstep: Class 17 contains 2881 members 
Mstep: Class 18 contains 48048 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31368 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 28826 members 
Mstep: Class 23 contains 9000 members 
Mstep: Class 24 contains 5566 members 
Mstep: Class 25 contains 49142 members 
Mstep: Class 26 contains 7789 members 
Mstep: Class 27 contains 266536 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230720.000000 Penalty: 95255.710938
Iteration 127Q: 29 clusters Score -1.222307e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 78392 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 98797 members 
Mstep: Class 9 contains 45243 members 
Mstep: Class 10 contains 99817 members 
Mstep: Class 11 contains 34605 members 
Mstep: Class 12 contains 11863 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 44497 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 2878 members 
Mstep: Class 18 contains 48052 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31371 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 28815 members 
Mstep: Class 23 contains 9000 members 
Mstep: Class 24 contains 5571 members 
Mstep: Class 25 contains 49305 members 
Mstep: Class 26 contains 7787 members 
Mstep: Class 27 contains 266847 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230600.000000 Penalty: 95255.710938
Iteration 128Q: 29 clusters Score -1.222306e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 77941 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1554 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 98640 members 
Mstep: Class 9 contains 45279 members 
Mstep: Class 10 contains 99866 members 
Mstep: Class 11 contains 34679 members 
Mstep: Class 12 contains 11856 members 
Mstep: Class 13 contains 8889 members 
Mstep: Class 14 contains 44492 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 16 contains 20482 members 
Mstep: Class 17 contains 2877 members 
Mstep: Class 18 contains 48055 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31378 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 28799 members 
Mstep: Class 23 contains 9001 members 
Mstep: Class 24 contains 5576 members 
Mstep: Class 25 contains 49459 members 
Mstep: Class 26 contains 7789 members 
Mstep: Class 27 contains 267068 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230512.000000 Penalty: 95255.710938
Iteration 129Q: 29 clusters Score -1.222305e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 77546 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1549 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 98498 members 
Mstep: Class 9 contains 45304 members 
Mstep: Class 10 contains 99905 members 
Mstep: Class 11 contains 34760 members 
Mstep: Class 12 contains 11852 members 
Mstep: Class 13 contains 8892 members 
Mstep: Class 14 contains 44484 members 
Mstep: Class 15 contains 8232 members 
Mstep: Class 16 contains 20565 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 48061 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31380 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 28779 members 
Mstep: Class 23 contains 9012 members 
Mstep: Class 24 contains 5587 members 
Mstep: Class 25 contains 49586 members 
Mstep: Class 26 contains 7788 members 
Mstep: Class 27 contains 267253 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230408.000000 Penalty: 95255.710938
Iteration 130Q: 29 clusters Score -1.222304e+08 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 77127 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 98418 members 
Mstep: Class 9 contains 45321 members 
Mstep: Class 10 contains 99939 members 
Mstep: Class 11 contains 34826 members 
Mstep: Class 12 contains 11850 members 
Mstep: Class 13 contains 8899 members 
Mstep: Class 14 contains 44474 members 
Mstep: Class 15 contains 8230 members 
Mstep: Class 16 contains 20645 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 48065 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31386 members 
Mstep: Class 21 contains 1103 members 
Mstep: Class 22 contains 28765 members 
Mstep: Class 23 contains 9017 members 
Mstep: Class 24 contains 5597 members 
Mstep: Class 25 contains 49701 members 
Mstep: Class 26 contains 7787 members 
Mstep: Class 27 contains 267443 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230128.000000 Penalty: 95255.710938
Iteration 131Q: 29 clusters Score -1.222301e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 76718 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 98347 members 
Mstep: Class 9 contains 45343 members 
Mstep: Class 10 contains 99984 members 
Mstep: Class 11 contains 34900 members 
Mstep: Class 12 contains 11839 members 
Mstep: Class 13 contains 8904 members 
Mstep: Class 14 contains 44471 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 20720 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 48066 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31390 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 28751 members 
Mstep: Class 23 contains 9021 members 
Mstep: Class 24 contains 5611 members 
Mstep: Class 25 contains 49804 members 
Mstep: Class 26 contains 7783 members 
Mstep: Class 27 contains 267610 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230088.000000 Penalty: 95255.710938
Iteration 132Q: 29 clusters Score -1.222301e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 76342 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 98272 members 
Mstep: Class 9 contains 45362 members 
Mstep: Class 10 contains 100028 members 
Mstep: Class 11 contains 34947 members 
Mstep: Class 12 contains 11827 members 
Mstep: Class 13 contains 8907 members 
Mstep: Class 14 contains 44460 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 20794 members 
Mstep: Class 17 contains 2876 members 
Mstep: Class 18 contains 48070 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31391 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 28730 members 
Mstep: Class 23 contains 9027 members 
Mstep: Class 24 contains 5624 members 
Mstep: Class 25 contains 49921 members 
Mstep: Class 26 contains 7781 members 
Mstep: Class 27 contains 267782 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229840.000000 Penalty: 95255.710938
Iteration 133Q: 29 clusters Score -1.222298e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 75955 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1541 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 98204 members 
Mstep: Class 9 contains 45383 members 
Mstep: Class 10 contains 100066 members 
Mstep: Class 11 contains 35004 members 
Mstep: Class 12 contains 11815 members 
Mstep: Class 13 contains 8911 members 
Mstep: Class 14 contains 44449 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 20861 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 48073 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31395 members 
Mstep: Class 21 contains 1106 members 
Mstep: Class 22 contains 28728 members 
Mstep: Class 23 contains 9030 members 
Mstep: Class 24 contains 5638 members 
Mstep: Class 25 contains 50027 members 
Mstep: Class 26 contains 7780 members 
Mstep: Class 27 contains 267944 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229576.000000 Penalty: 95255.710938
Iteration 134Q: 29 clusters Score -1.222296e+08 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 75575 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 98163 members 
Mstep: Class 9 contains 45396 members 
Mstep: Class 10 contains 100096 members 
Mstep: Class 11 contains 35047 members 
Mstep: Class 12 contains 11805 members 
Mstep: Class 13 contains 8914 members 
Mstep: Class 14 contains 44444 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 20924 members 
Mstep: Class 17 contains 2874 members 
Mstep: Class 18 contains 48077 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 28719 members 
Mstep: Class 23 contains 9029 members 
Mstep: Class 24 contains 5644 members 
Mstep: Class 25 contains 50150 members 
Mstep: Class 26 contains 7780 members 
Mstep: Class 27 contains 268098 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229424.000000 Penalty: 95255.710938
Iteration 135Q: 29 clusters Score -1.222294e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 75234 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 98103 members 
Mstep: Class 9 contains 45408 members 
Mstep: Class 10 contains 100122 members 
Mstep: Class 11 contains 35108 members 
Mstep: Class 12 contains 11800 members 
Mstep: Class 13 contains 8914 members 
Mstep: Class 14 contains 44440 members 
Mstep: Class 15 contains 8226 members 
Mstep: Class 16 contains 21004 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 48082 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31408 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 28704 members 
Mstep: Class 23 contains 9036 members 
Mstep: Class 24 contains 5646 members 
Mstep: Class 25 contains 50250 members 
Mstep: Class 26 contains 7779 members 
Mstep: Class 27 contains 268228 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229584.000000 Penalty: 95255.710938
Iteration 136Q: 29 clusters Score -1.222296e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 74886 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 98070 members 
Mstep: Class 9 contains 45417 members 
Mstep: Class 10 contains 100128 members 
Mstep: Class 11 contains 35168 members 
Mstep: Class 12 contains 11793 members 
Mstep: Class 13 contains 8916 members 
Mstep: Class 14 contains 44437 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 21063 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 48085 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31413 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 28702 members 
Mstep: Class 23 contains 9034 members 
Mstep: Class 24 contains 5648 members 
Mstep: Class 25 contains 50352 members 
Mstep: Class 26 contains 7776 members 
Mstep: Class 27 contains 268380 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229456.000000 Penalty: 95255.710938
Iteration 137Q: 29 clusters Score -1.222295e+08 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 74559 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 98029 members 
Mstep: Class 9 contains 45421 members 
Mstep: Class 10 contains 100141 members 
Mstep: Class 11 contains 35200 members 
Mstep: Class 12 contains 11788 members 
Mstep: Class 13 contains 8921 members 
Mstep: Class 14 contains 44425 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 21127 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 48094 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31416 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 28690 members 
Mstep: Class 23 contains 9041 members 
Mstep: Class 24 contains 5651 members 
Mstep: Class 25 contains 50456 members 
Mstep: Class 26 contains 7773 members 
Mstep: Class 27 contains 268536 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229328.000000 Penalty: 95255.710938
Iteration 138Q: 29 clusters Score -1.222293e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 74233 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 98040 members 
Mstep: Class 9 contains 45428 members 
Mstep: Class 10 contains 100148 members 
Mstep: Class 11 contains 35245 members 
Mstep: Class 12 contains 11787 members 
Mstep: Class 13 contains 8927 members 
Mstep: Class 14 contains 44421 members 
Mstep: Class 15 contains 8225 members 
Mstep: Class 16 contains 21165 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 48095 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31421 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 28679 members 
Mstep: Class 23 contains 9050 members 
Mstep: Class 24 contains 5653 members 
Mstep: Class 25 contains 50562 members 
Mstep: Class 26 contains 7770 members 
Mstep: Class 27 contains 268642 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229352.000000 Penalty: 95255.710938
Iteration 139Q: 29 clusters Score -1.222294e+08 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 73929 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 98015 members 
Mstep: Class 9 contains 45440 members 
Mstep: Class 10 contains 100145 members 
Mstep: Class 11 contains 35293 members 
Mstep: Class 12 contains 11786 members 
Mstep: Class 13 contains 8932 members 
Mstep: Class 14 contains 44416 members 
Mstep: Class 15 contains 8224 members 
Mstep: Class 16 contains 21206 members 
Mstep: Class 17 contains 2875 members 
Mstep: Class 18 contains 48098 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31419 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 28672 members 
Mstep: Class 23 contains 9054 members 
Mstep: Class 24 contains 5653 members 
Mstep: Class 25 contains 50671 members 
Mstep: Class 26 contains 7767 members 
Mstep: Class 27 contains 268771 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229312.000000 Penalty: 95255.710938
Iteration 140F: 29 clusters Score -1.222293e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 73620 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 97999 members 
Mstep: Class 9 contains 45453 members 
Mstep: Class 10 contains 100141 members 
Mstep: Class 11 contains 35337 members 
Mstep: Class 12 contains 11774 members 
Mstep: Class 13 contains 8932 members 
Mstep: Class 14 contains 44414 members 
Mstep: Class 15 contains 8223 members 
Mstep: Class 16 contains 21258 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48105 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31415 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 28659 members 
Mstep: Class 23 contains 9062 members 
Mstep: Class 24 contains 5653 members 
Mstep: Class 25 contains 50789 members 
Mstep: Class 26 contains 7767 members 
Mstep: Class 27 contains 268891 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229640.000000 Penalty: 95255.710938
Iteration 141Q: 29 clusters Score -1.222296e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 73322 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1516 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 97996 members 
Mstep: Class 9 contains 45460 members 
Mstep: Class 10 contains 100134 members 
Mstep: Class 11 contains 35372 members 
Mstep: Class 12 contains 11768 members 
Mstep: Class 13 contains 8940 members 
Mstep: Class 14 contains 44414 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 21303 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48106 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31418 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 28655 members 
Mstep: Class 23 contains 9068 members 
Mstep: Class 24 contains 5656 members 
Mstep: Class 25 contains 50889 members 
Mstep: Class 26 contains 7767 members 
Mstep: Class 27 contains 269022 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
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Score: -122229592.000000 Penalty: 95255.710938
Iteration 142Q: 29 clusters Score -1.222296e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 73033 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 97963 members 
Mstep: Class 9 contains 45473 members 
Mstep: Class 10 contains 100118 members 
Mstep: Class 11 contains 35419 members 
Mstep: Class 12 contains 11770 members 
Mstep: Class 13 contains 8942 members 
Mstep: Class 14 contains 44409 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 21345 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 48105 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31420 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 28659 members 
Mstep: Class 23 contains 9070 members 
Mstep: Class 24 contains 5659 members 
Mstep: Class 25 contains 50990 members 
Mstep: Class 26 contains 7768 members 
Mstep: Class 27 contains 269171 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
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Score: -122229696.000000 Penalty: 95255.710938
Iteration 143Q: 29 clusters Score -1.222297e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 72769 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 97914 members 
Mstep: Class 9 contains 45489 members 
Mstep: Class 10 contains 100107 members 
Mstep: Class 11 contains 35459 members 
Mstep: Class 12 contains 11768 members 
Mstep: Class 13 contains 8944 members 
Mstep: Class 14 contains 44398 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 21395 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48105 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31423 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 28649 members 
Mstep: Class 23 contains 9072 members 
Mstep: Class 24 contains 5659 members 
Mstep: Class 25 contains 51103 members 
Mstep: Class 26 contains 7768 members 
Mstep: Class 27 contains 269302 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
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Score: -122229960.000000 Penalty: 95255.710938
Iteration 144Q: 29 clusters Score -1.2223e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 72504 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 97838 members 
Mstep: Class 9 contains 45510 members 
Mstep: Class 10 contains 100099 members 
Mstep: Class 11 contains 35510 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 8948 members 
Mstep: Class 14 contains 44398 members 
Mstep: Class 15 contains 8227 members 
Mstep: Class 16 contains 21440 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 48105 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 28641 members 
Mstep: Class 23 contains 9072 members 
Mstep: Class 24 contains 5659 members 
Mstep: Class 25 contains 51218 members 
Mstep: Class 26 contains 7767 members 
Mstep: Class 27 contains 269440 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
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Score: -122229952.000000 Penalty: 95255.710938
Iteration 145Q: 29 clusters Score -1.2223e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 72255 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 97795 members 
Mstep: Class 9 contains 45531 members 
Mstep: Class 10 contains 100097 members 
Mstep: Class 11 contains 35551 members 
Mstep: Class 12 contains 11754 members 
Mstep: Class 13 contains 8950 members 
Mstep: Class 14 contains 44406 members 
Mstep: Class 15 contains 8228 members 
Mstep: Class 16 contains 21473 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48110 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31426 members 
Mstep: Class 21 contains 1109 members 
Mstep: Class 22 contains 28633 members 
Mstep: Class 23 contains 9072 members 
Mstep: Class 24 contains 5659 members 
Mstep: Class 25 contains 51303 members 
Mstep: Class 26 contains 7767 members 
Mstep: Class 27 contains 269560 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229872.000000 Penalty: 95255.710938
Iteration 146Q: 29 clusters Score -1.222299e+08 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 71998 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1456 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 97749 members 
Mstep: Class 9 contains 45551 members 
Mstep: Class 10 contains 100070 members 
Mstep: Class 11 contains 35579 members 
Mstep: Class 12 contains 11745 members 
Mstep: Class 13 contains 8953 members 
Mstep: Class 14 contains 44410 members 
Mstep: Class 15 contains 8229 members 
Mstep: Class 16 contains 21516 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48113 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31435 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 22 contains 28627 members 
Mstep: Class 23 contains 9076 members 
Mstep: Class 24 contains 5661 members 
Mstep: Class 25 contains 51386 members 
Mstep: Class 26 contains 7767 members 
Mstep: Class 27 contains 269712 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230080.000000 Penalty: 95255.710938
Iteration 147Q: 29 clusters Score -1.222301e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 71787 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1453 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 97692 members 
Mstep: Class 9 contains 45567 members 
Mstep: Class 10 contains 100038 members 
Mstep: Class 11 contains 35611 members 
Mstep: Class 12 contains 11732 members 
Mstep: Class 13 contains 8957 members 
Mstep: Class 14 contains 44404 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 16 contains 21546 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 48113 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31435 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 22 contains 28625 members 
Mstep: Class 23 contains 9081 members 
Mstep: Class 24 contains 5661 members 
Mstep: Class 25 contains 51487 members 
Mstep: Class 26 contains 7769 members 
Mstep: Class 27 contains 269845 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230000.000000 Penalty: 95255.710938
Iteration 148Q: 29 clusters Score -1.2223e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 71574 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 97660 members 
Mstep: Class 9 contains 45578 members 
Mstep: Class 10 contains 100018 members 
Mstep: Class 11 contains 35643 members 
Mstep: Class 12 contains 11731 members 
Mstep: Class 13 contains 8963 members 
Mstep: Class 14 contains 44402 members 
Mstep: Class 15 contains 8231 members 
Mstep: Class 16 contains 21573 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 48112 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31439 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 22 contains 28620 members 
Mstep: Class 23 contains 9084 members 
Mstep: Class 24 contains 5661 members 
Mstep: Class 25 contains 51581 members 
Mstep: Class 26 contains 7768 members 
Mstep: Class 27 contains 269947 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229768.000000 Penalty: 95255.710938
Iteration 149Q: 29 clusters Score -1.222298e+08 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 71369 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1449 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 97626 members 
Mstep: Class 9 contains 45590 members 
Mstep: Class 10 contains 99986 members 
Mstep: Class 11 contains 35681 members 
Mstep: Class 12 contains 11728 members 
Mstep: Class 13 contains 8966 members 
Mstep: Class 14 contains 44398 members 
Mstep: Class 15 contains 8233 members 
Mstep: Class 16 contains 21600 members 
Mstep: Class 17 contains 2867 members 
Mstep: Class 18 contains 48109 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31445 members 
Mstep: Class 21 contains 1110 members 
Mstep: Class 22 contains 28613 members 
Mstep: Class 23 contains 9088 members 
Mstep: Class 24 contains 5661 members 
Mstep: Class 25 contains 51669 members 
Mstep: Class 26 contains 7767 members 
Mstep: Class 27 contains 270058 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229744.000000 Penalty: 95255.710938
Iteration 150Q: 29 clusters Score -1.222297e+08 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 71176 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 97589 members 
Mstep: Class 9 contains 45604 members 
Mstep: Class 10 contains 99966 members 
Mstep: Class 11 contains 35714 members 
Mstep: Class 12 contains 11721 members 
Mstep: Class 13 contains 8970 members 
Mstep: Class 14 contains 44399 members 
Mstep: Class 15 contains 8236 members 
Mstep: Class 16 contains 21622 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48108 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31449 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 28604 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 5661 members 
Mstep: Class 25 contains 51761 members 
Mstep: Class 26 contains 7763 members 
Mstep: Class 27 contains 270152 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229592.000000 Penalty: 95255.710938
Iteration 151Q: 29 clusters Score -1.222296e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 70990 members 
Mstep: Class 3 contains 758 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 97552 members 
Mstep: Class 9 contains 45619 members 
Mstep: Class 10 contains 99926 members 
Mstep: Class 11 contains 35742 members 
Mstep: Class 12 contains 11707 members 
Mstep: Class 13 contains 8976 members 
Mstep: Class 14 contains 44401 members 
Mstep: Class 15 contains 8239 members 
Mstep: Class 16 contains 21651 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48107 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31449 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 28598 members 
Mstep: Class 23 contains 9102 members 
Mstep: Class 24 contains 5661 members 
Mstep: Class 25 contains 51866 members 
Mstep: Class 26 contains 7759 members 
Mstep: Class 27 contains 270246 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229344.000000 Penalty: 95255.710938
Iteration 152Q: 29 clusters Score -1.222293e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 70799 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 97518 members 
Mstep: Class 9 contains 45627 members 
Mstep: Class 10 contains 99906 members 
Mstep: Class 11 contains 35772 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 8977 members 
Mstep: Class 14 contains 44396 members 
Mstep: Class 15 contains 8241 members 
Mstep: Class 16 contains 21687 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48110 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31444 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 28586 members 
Mstep: Class 23 contains 9114 members 
Mstep: Class 24 contains 5660 members 
Mstep: Class 25 contains 51958 members 
Mstep: Class 26 contains 7753 members 
Mstep: Class 27 contains 270347 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229016.000000 Penalty: 95255.710938
Iteration 153Q: 29 clusters Score -1.22229e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 70613 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 97463 members 
Mstep: Class 9 contains 45631 members 
Mstep: Class 10 contains 99878 members 
Mstep: Class 11 contains 35810 members 
Mstep: Class 12 contains 11685 members 
Mstep: Class 13 contains 8976 members 
Mstep: Class 14 contains 44392 members 
Mstep: Class 15 contains 8241 members 
Mstep: Class 16 contains 21734 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48115 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31447 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 28580 members 
Mstep: Class 23 contains 9124 members 
Mstep: Class 24 contains 5662 members 
Mstep: Class 25 contains 52038 members 
Mstep: Class 26 contains 7749 members 
Mstep: Class 27 contains 270454 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229200.000000 Penalty: 95255.710938
Iteration 154Q: 29 clusters Score -1.222292e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 70411 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1448 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 97436 members 
Mstep: Class 9 contains 45640 members 
Mstep: Class 10 contains 99859 members 
Mstep: Class 11 contains 35845 members 
Mstep: Class 12 contains 11678 members 
Mstep: Class 13 contains 8976 members 
Mstep: Class 14 contains 44379 members 
Mstep: Class 15 contains 8243 members 
Mstep: Class 16 contains 21767 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48117 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31446 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 28574 members 
Mstep: Class 23 contains 9139 members 
Mstep: Class 24 contains 5663 members 
Mstep: Class 25 contains 52138 members 
Mstep: Class 26 contains 7747 members 
Mstep: Class 27 contains 270533 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229384.000000 Penalty: 95255.710938
Iteration 155Q: 29 clusters Score -1.222294e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 70226 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1447 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 97399 members 
Mstep: Class 9 contains 45647 members 
Mstep: Class 10 contains 99829 members 
Mstep: Class 11 contains 35877 members 
Mstep: Class 12 contains 11674 members 
Mstep: Class 13 contains 8976 members 
Mstep: Class 14 contains 44357 members 
Mstep: Class 15 contains 8242 members 
Mstep: Class 16 contains 21797 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48122 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31443 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28572 members 
Mstep: Class 23 contains 9151 members 
Mstep: Class 24 contains 5665 members 
Mstep: Class 25 contains 52230 members 
Mstep: Class 26 contains 7746 members 
Mstep: Class 27 contains 270638 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229304.000000 Penalty: 95255.710938
Iteration 156Q: 29 clusters Score -1.222293e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 70044 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1445 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 97364 members 
Mstep: Class 9 contains 45653 members 
Mstep: Class 10 contains 99810 members 
Mstep: Class 11 contains 35898 members 
Mstep: Class 12 contains 11669 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 44345 members 
Mstep: Class 15 contains 8240 members 
Mstep: Class 16 contains 21831 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48126 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31441 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28570 members 
Mstep: Class 23 contains 9152 members 
Mstep: Class 24 contains 5665 members 
Mstep: Class 25 contains 52309 members 
Mstep: Class 26 contains 7745 members 
Mstep: Class 27 contains 270750 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229328.000000 Penalty: 95255.710938
Iteration 157Q: 29 clusters Score -1.222293e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69876 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1438 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 97320 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 99783 members 
Mstep: Class 11 contains 35921 members 
Mstep: Class 12 contains 11668 members 
Mstep: Class 13 contains 8981 members 
Mstep: Class 14 contains 44333 members 
Mstep: Class 15 contains 8240 members 
Mstep: Class 16 contains 21866 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48131 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31437 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28569 members 
Mstep: Class 23 contains 9159 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 52397 members 
Mstep: Class 26 contains 7742 members 
Mstep: Class 27 contains 270849 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229272.000000 Penalty: 95255.710938
Iteration 158Q: 29 clusters Score -1.222293e+08 nChanged 580
Entering ConstructFrom: 
Score: -122229272.000000 Penalty: 95255.710938
Entering ConstructFrom: 
Trying to split cluster 1 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -66228.703125 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -66228.7 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 259 members 
Entering Unmasked Estep 
Score: -64753.714844 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -64753.71 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65026.687500 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -65026.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -65180.699219 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -65180.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -65310.347656 Penalty: 3106.645508
	Iteration 3F: 3 clusters Score -65310.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -65422.421875 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -65422.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -65528.750000 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -65528.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -65663.367188 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -65663.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65716.617188 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -65716.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -65726.210938 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -65726.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -65740.062500 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -65740.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -65743.515625 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -65743.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65760.968750 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -65760.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -65804.570312 Penalty: 3106.645508
	Iteration 12Q: 3 clusters Score -65804.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -65813.281250 Penalty: 3106.645508
	Iteration 13Q: 3 clusters Score -65813.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -65814.265625 Penalty: 3106.645508
	Iteration 14Q: 3 clusters Score -65814.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -65814.265625 Penalty: 3106.645508
	Iteration 15F: 3 clusters Score -65814.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (69709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69709 members 
Entering Unmasked Estep 
Score: -9245224.000000 Penalty: 2765.716797
	Iteration 0F: 2 clusters Score -9245224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -9198666.000000 Penalty: 5531.433594
	Iteration 0F: 3 clusters Score -9198666 nChanged 32481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -9217116.000000 Penalty: 5531.433594
	Iteration 1F: 3 clusters Score -9217116 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -9218329.000000 Penalty: 5531.433594
	Iteration 2Q: 3 clusters Score -9218329 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -9219822.000000 Penalty: 5531.433594
	Iteration 3F: 3 clusters Score -9219822 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -9222201.000000 Penalty: 5531.433594
	Iteration 4F: 3 clusters Score -9222201 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -9225508.000000 Penalty: 5531.433594
	Iteration 5F: 3 clusters Score -9225508 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -9229653.000000 Penalty: 5531.433594
	Iteration 6F: 3 clusters Score -9229653 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58826 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -9234059.000000 Penalty: 5531.433594
	Iteration 7F: 3 clusters Score -9234059 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -9237811.000000 Penalty: 5531.433594
	Iteration 8F: 3 clusters Score -9237811 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -9240122.000000 Penalty: 5531.433594
	Iteration 9Q: 3 clusters Score -9240122 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67175 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -9241454.000000 Penalty: 5531.433594
	Iteration 10Q: 3 clusters Score -9241454 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68077 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -9242211.000000 Penalty: 5531.433594
	Iteration 11Q: 3 clusters Score -9242211 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68542 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9242582.000000 Penalty: 5531.433594
	Iteration 12Q: 3 clusters Score -9242582 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68780 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9242773.000000 Penalty: 5531.433594
	Iteration 13Q: 3 clusters Score -9242773 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9242899.000000 Penalty: 5531.433594
	Iteration 14Q: 3 clusters Score -9242899 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9242966.000000 Penalty: 5531.433594
	Iteration 15Q: 3 clusters Score -9242966 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69063 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9243003.000000 Penalty: 5531.433594
	Iteration 16Q: 3 clusters Score -9243003 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69101 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9243034.000000 Penalty: 5531.433594
	Iteration 17Q: 3 clusters Score -9243034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69117 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9243050.000000 Penalty: 5531.433594
	Iteration 18Q: 3 clusters Score -9243050 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69133 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9243062.000000 Penalty: 5531.433594
	Iteration 19Q: 3 clusters Score -9243062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69141 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9243060.000000 Penalty: 5531.433594
	Iteration 20F: 3 clusters Score -9243060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69145 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9243064.000000 Penalty: 5531.433594
	Iteration 21Q: 3 clusters Score -9243064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69147 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9243070.000000 Penalty: 5531.433594
	Iteration 22Q: 3 clusters Score -9243070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69152 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9243074.000000 Penalty: 5531.433594
	Iteration 23Q: 3 clusters Score -9243074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69157 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9243069.000000 Penalty: 5531.433594
	Iteration 24Q: 3 clusters Score -9243069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9243066.000000 Penalty: 5531.433594
	Iteration 25Q: 3 clusters Score -9243066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69163 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9243070.000000 Penalty: 5531.433594
	Iteration 26Q: 3 clusters Score -9243070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9243069.000000 Penalty: 5531.433594
	Iteration 27Q: 3 clusters Score -9243069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9243078.000000 Penalty: 5531.433594
	Iteration 28Q: 3 clusters Score -9243078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9243078.000000 Penalty: 5531.433594
	Iteration 29Q: 3 clusters Score -9243078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -9243078.000000 Penalty: 5531.433594
	Iteration 30F: 3 clusters Score -9243078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -98503.421875 Penalty: 1643.754272
	Iteration 0F: 2 clusters Score -98503.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96815.242188 Penalty: 3287.508545
	Iteration 0F: 3 clusters Score -96815.24 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97131.445312 Penalty: 3287.508545
	Iteration 1F: 3 clusters Score -97131.45 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -97316.765625 Penalty: 3287.508545
	Iteration 2F: 3 clusters Score -97316.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97471.929688 Penalty: 3287.508545
	Iteration 3F: 3 clusters Score -97471.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97616.546875 Penalty: 3287.508545
	Iteration 4F: 3 clusters Score -97616.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -97722.039062 Penalty: 3287.508545
	Iteration 5Q: 3 clusters Score -97722.04 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -97801.531250 Penalty: 3287.508545
	Iteration 6Q: 3 clusters Score -97801.53 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -97865.835938 Penalty: 3287.508545
	Iteration 7Q: 3 clusters Score -97865.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -97945.203125 Penalty: 3287.508545
	Iteration 8Q: 3 clusters Score -97945.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98002.500000 Penalty: 3287.508545
	Iteration 9Q: 3 clusters Score -98002.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98041.382812 Penalty: 3287.508545
	Iteration 10Q: 3 clusters Score -98041.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -98080.945312 Penalty: 3287.508545
	Iteration 11Q: 3 clusters Score -98080.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -98098.132812 Penalty: 3287.508545
	Iteration 12Q: 3 clusters Score -98098.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -98128.343750 Penalty: 3287.508545
	Iteration 13Q: 3 clusters Score -98128.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -98157.234375 Penalty: 3287.508545
	Iteration 14Q: 3 clusters Score -98157.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -98172.968750 Penalty: 3287.508545
	Iteration 15Q: 3 clusters Score -98172.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -98175.367188 Penalty: 3287.508545
	Iteration 16Q: 3 clusters Score -98175.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -98175.367188 Penalty: 3287.508545
	Iteration 17F: 3 clusters Score -98175.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -63031.097656 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -63031.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -61636.171875 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -61636.17 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61875.808594 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -61875.81 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -61979.484375 Penalty: 3072.425049
	Iteration 2Q: 3 clusters Score -61979.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -62104.308594 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -62104.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -62238.109375 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -62238.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -62399.507812 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -62399.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62498.679688 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -62498.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -62640.472656 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -62640.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62706.566406 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -62706.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -62824.410156 Penalty: 3072.425049
	Iteration 9F: 3 clusters Score -62824.41 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -62918.265625 Penalty: 3072.425049
	Iteration 10F: 3 clusters Score -62918.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -62976.132812 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -62976.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -62987.359375 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -62987.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -63007.855469 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -63007.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -63026.644531 Penalty: 3072.425049
	Iteration 14Q: 3 clusters Score -63026.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -63033.910156 Penalty: 3072.425049
	Iteration 15Q: 3 clusters Score -63033.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -63040.933594 Penalty: 3072.425049
	Iteration 16Q: 3 clusters Score -63040.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -63040.933594 Penalty: 3072.425049
	Iteration 17F: 3 clusters Score -63040.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69709 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 410 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 97272 members 
Mstep: Class 9 contains 45674 members 
Mstep: Class 10 contains 99736 members 
Mstep: Class 11 contains 35943 members 
Mstep: Class 12 contains 11667 members 
Mstep: Class 13 contains 8984 members 
Mstep: Class 14 contains 44324 members 
Mstep: Class 15 contains 8240 members 
Mstep: Class 16 contains 21900 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48135 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31437 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28563 members 
Mstep: Class 23 contains 9169 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 52489 members 
Mstep: Class 26 contains 7739 members 
Mstep: Class 27 contains 270958 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 80 members 
Entering Unmasked Estep 
Score: -122227368.000000 Penalty: 98657.695312
Splitting cluster 4 changes total score from -122229272.000000 to -122227368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -62797.566406 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -62797.57 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 252 members 
Entering Unmasked Estep 
Score: -61388.734375 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61388.73 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -61716.550781 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -61716.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61815.332031 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -61815.33 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61863.984375 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -61863.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61911.996094 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -61912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -61942.816406 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -61942.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -62013.117188 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -62013.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -62090.425781 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -62090.43 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -62203.304688 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -62203.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -62312.898438 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -62312.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -62470.089844 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -62470.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -62536.960938 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -62536.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -62567.753906 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -62567.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -62582.656250 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -62582.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -62588.859375 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -62588.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -62590.660156 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -62590.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -62590.660156 Penalty: 3116.930664
	Iteration 16F: 3 clusters Score -62590.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -177300.765625 Penalty: 1802.519287
	Iteration 0F: 2 clusters Score -177300.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -175122.062500 Penalty: 3605.038574
	Iteration 0F: 3 clusters Score -175122.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -175628.281250 Penalty: 3605.038574
	Iteration 1F: 3 clusters Score -175628.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -176035.718750 Penalty: 3605.038574
	Iteration 2F: 3 clusters Score -176035.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -176272.734375 Penalty: 3605.038574
	Iteration 3F: 3 clusters Score -176272.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -176414.875000 Penalty: 3605.038574
	Iteration 4F: 3 clusters Score -176414.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -176579.156250 Penalty: 3605.038574
	Iteration 5Q: 3 clusters Score -176579.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -176668.296875 Penalty: 3605.038574
	Iteration 6Q: 3 clusters Score -176668.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -176724.359375 Penalty: 3605.038574
	Iteration 7Q: 3 clusters Score -176724.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -176772.468750 Penalty: 3605.038574
	Iteration 8Q: 3 clusters Score -176772.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -176815.171875 Penalty: 3605.038574
	Iteration 9Q: 3 clusters Score -176815.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -176843.781250 Penalty: 3605.038574
	Iteration 10Q: 3 clusters Score -176843.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -176874.484375 Penalty: 3605.038574
	Iteration 11Q: 3 clusters Score -176874.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -176901.343750 Penalty: 3605.038574
	Iteration 12Q: 3 clusters Score -176901.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -176931.062500 Penalty: 3605.038574
	Iteration 13Q: 3 clusters Score -176931.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -176949.093750 Penalty: 3605.038574
	Iteration 14Q: 3 clusters Score -176949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -176954.218750 Penalty: 3605.038574
	Iteration 15Q: 3 clusters Score -176954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -176961.296875 Penalty: 3605.038574
	Iteration 16Q: 3 clusters Score -176961.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -176966.156250 Penalty: 3605.038574
	Iteration 17Q: 3 clusters Score -176966.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -176972.078125 Penalty: 3605.038574
	Iteration 18Q: 3 clusters Score -176972.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -176977.984375 Penalty: 3605.038574
	Iteration 19Q: 3 clusters Score -176978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -176984.625000 Penalty: 3605.038574
	Iteration 20F: 3 clusters Score -176984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -176989.687500 Penalty: 3605.038574
	Iteration 21Q: 3 clusters Score -176989.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -176994.500000 Penalty: 3605.038574
	Iteration 22Q: 3 clusters Score -176994.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -177000.187500 Penalty: 3605.038574
	Iteration 23Q: 3 clusters Score -177000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -177005.234375 Penalty: 3605.038574
	Iteration 24Q: 3 clusters Score -177005.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -177012.437500 Penalty: 3605.038574
	Iteration 25Q: 3 clusters Score -177012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -177017.859375 Penalty: 3605.038574
	Iteration 26Q: 3 clusters Score -177017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -177021.250000 Penalty: 3605.038574
	Iteration 27Q: 3 clusters Score -177021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -177021.250000 Penalty: 3605.038574
	Iteration 28F: 3 clusters Score -177021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -74544.421875 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -74544.42 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 287 members 
Entering Unmasked Estep 
Score: -73023.828125 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -73023.83 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73506.148438 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -73506.15 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73910.218750 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -73910.22 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -74686.500000 Penalty: 3157.769287
	Iteration 3F: 3 clusters Score -74686.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75610.000000 Penalty: 3157.769287
	Iteration 4F: 3 clusters Score -75610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -75783.632812 Penalty: 3157.769287
	Iteration 5F: 3 clusters Score -75783.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -75808.460938 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -75808.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -75808.460938 Penalty: 3157.769287
	Iteration 7F: 3 clusters Score -75808.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69709 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 74 members 
Mstep: Class 8 contains 97272 members 
Mstep: Class 9 contains 45674 members 
Mstep: Class 10 contains 99736 members 
Mstep: Class 11 contains 35943 members 
Mstep: Class 12 contains 11667 members 
Mstep: Class 13 contains 8984 members 
Mstep: Class 14 contains 44324 members 
Mstep: Class 15 contains 8240 members 
Mstep: Class 16 contains 21900 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48135 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31437 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28563 members 
Mstep: Class 23 contains 9169 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 52489 members 
Mstep: Class 26 contains 7739 members 
Mstep: Class 27 contains 270958 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
Score: -122228520.000000 Penalty: 98657.695312
Splitting cluster 7 changes total score from -122229272.000000 to -122228520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (97272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97272 members 
Entering Unmasked Estep 
Score: -13504486.000000 Penalty: 2848.346191
	Iteration 0F: 2 clusters Score -1.350449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -13439468.000000 Penalty: 5696.692383
	Iteration 0F: 3 clusters Score -1.343947e+07 nChanged 46036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -13465939.000000 Penalty: 5696.692383
	Iteration 1F: 3 clusters Score -1.346594e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49330 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -13466694.000000 Penalty: 5696.692383
	Iteration 2Q: 3 clusters Score -1.346669e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -13467584.000000 Penalty: 5696.692383
	Iteration 3Q: 3 clusters Score -1.346758e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -13468584.000000 Penalty: 5696.692383
	Iteration 4Q: 3 clusters Score -1.346858e+07 nChanged 3697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -13469846.000000 Penalty: 5696.692383
	Iteration 5Q: 3 clusters Score -1.346985e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52817 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -13471489.000000 Penalty: 5696.692383
	Iteration 6Q: 3 clusters Score -1.347149e+07 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -13473980.000000 Penalty: 5696.692383
	Iteration 7Q: 3 clusters Score -1.347398e+07 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -13477533.000000 Penalty: 5696.692383
	Iteration 8F: 3 clusters Score -1.347753e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58456 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -13482642.000000 Penalty: 5696.692383
	Iteration 9F: 3 clusters Score -1.348264e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -13487684.000000 Penalty: 5696.692383
	Iteration 10F: 3 clusters Score -1.348768e+07 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61106 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -13490941.000000 Penalty: 5696.692383
	Iteration 11F: 3 clusters Score -1.349094e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62087 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -13492551.000000 Penalty: 5696.692383
	Iteration 12Q: 3 clusters Score -1.349255e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -13493478.000000 Penalty: 5696.692383
	Iteration 13Q: 3 clusters Score -1.349348e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64133 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -13494145.000000 Penalty: 5696.692383
	Iteration 14Q: 3 clusters Score -1.349414e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65139 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -13494685.000000 Penalty: 5696.692383
	Iteration 15Q: 3 clusters Score -1.349468e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 31165 members 
Entering Unmasked Estep 
Score: -13495209.000000 Penalty: 5696.692383
	Iteration 16Q: 3 clusters Score -1.349521e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67064 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -13495657.000000 Penalty: 5696.692383
	Iteration 17Q: 3 clusters Score -1.349566e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -13496019.000000 Penalty: 5696.692383
	Iteration 18Q: 3 clusters Score -1.349602e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69041 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -13496306.000000 Penalty: 5696.692383
	Iteration 19Q: 3 clusters Score -1.349631e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70010 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -13496661.000000 Penalty: 5696.692383
	Iteration 20F: 3 clusters Score -1.349666e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70968 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -13496967.000000 Penalty: 5696.692383
	Iteration 21Q: 3 clusters Score -1.349697e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -13497318.000000 Penalty: 5696.692383
	Iteration 22Q: 3 clusters Score -1.349732e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72834 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -13497618.000000 Penalty: 5696.692383
	Iteration 23Q: 3 clusters Score -1.349762e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73711 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -13497915.000000 Penalty: 5696.692383
	Iteration 24Q: 3 clusters Score -1.349792e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74511 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -13498170.000000 Penalty: 5696.692383
	Iteration 25Q: 3 clusters Score -1.349817e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75252 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -13498338.000000 Penalty: 5696.692383
	Iteration 26Q: 3 clusters Score -1.349834e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75925 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -13498570.000000 Penalty: 5696.692383
	Iteration 27Q: 3 clusters Score -1.349857e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76569 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -13498718.000000 Penalty: 5696.692383
	Iteration 28Q: 3 clusters Score -1.349872e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77153 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -13498833.000000 Penalty: 5696.692383
	Iteration 29Q: 3 clusters Score -1.349883e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77738 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -13498942.000000 Penalty: 5696.692383
	Iteration 30Q: 3 clusters Score -1.349894e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78289 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -13499149.000000 Penalty: 5696.692383
	Iteration 31Q: 3 clusters Score -1.349915e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78801 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -13499275.000000 Penalty: 5696.692383
	Iteration 32Q: 3 clusters Score -1.349928e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79315 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -13499410.000000 Penalty: 5696.692383
	Iteration 33Q: 3 clusters Score -1.349941e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79782 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -13499535.000000 Penalty: 5696.692383
	Iteration 34Q: 3 clusters Score -1.349954e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80209 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -13499586.000000 Penalty: 5696.692383
	Iteration 35Q: 3 clusters Score -1.349959e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80600 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -13499604.000000 Penalty: 5696.692383
	Iteration 36Q: 3 clusters Score -1.34996e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -13499629.000000 Penalty: 5696.692383
	Iteration 37Q: 3 clusters Score -1.349963e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -13499677.000000 Penalty: 5696.692383
	Iteration 38Q: 3 clusters Score -1.349968e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81601 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -13499681.000000 Penalty: 5696.692383
	Iteration 39Q: 3 clusters Score -1.349968e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -13499774.000000 Penalty: 5696.692383
	Iteration 40F: 3 clusters Score -1.349977e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82109 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -13499823.000000 Penalty: 5696.692383
	Iteration 41Q: 3 clusters Score -1.349982e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82336 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -13499807.000000 Penalty: 5696.692383
	Iteration 42Q: 3 clusters Score -1.349981e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -13499813.000000 Penalty: 5696.692383
	Iteration 43Q: 3 clusters Score -1.349981e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82758 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -13499812.000000 Penalty: 5696.692383
	Iteration 44Q: 3 clusters Score -1.349981e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82959 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -13499842.000000 Penalty: 5696.692383
	Iteration 45Q: 3 clusters Score -1.349984e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83157 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -13499881.000000 Penalty: 5696.692383
	Iteration 46Q: 3 clusters Score -1.349988e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83341 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -13499907.000000 Penalty: 5696.692383
	Iteration 47Q: 3 clusters Score -1.349991e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83523 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -13499924.000000 Penalty: 5696.692383
	Iteration 48Q: 3 clusters Score -1.349992e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83701 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -13499930.000000 Penalty: 5696.692383
	Iteration 49Q: 3 clusters Score -1.349993e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83887 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -13499954.000000 Penalty: 5696.692383
	Iteration 50Q: 3 clusters Score -1.349995e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84077 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -13499996.000000 Penalty: 5696.692383
	Iteration 51Q: 3 clusters Score -1.35e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -13500042.000000 Penalty: 5696.692383
	Iteration 52Q: 3 clusters Score -1.350004e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84515 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -13500041.000000 Penalty: 5696.692383
	Iteration 53Q: 3 clusters Score -1.350004e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -13500083.000000 Penalty: 5696.692383
	Iteration 54Q: 3 clusters Score -1.350008e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84974 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -13500134.000000 Penalty: 5696.692383
	Iteration 55Q: 3 clusters Score -1.350013e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85204 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -13500129.000000 Penalty: 5696.692383
	Iteration 56Q: 3 clusters Score -1.350013e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85432 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -13500207.000000 Penalty: 5696.692383
	Iteration 57Q: 3 clusters Score -1.350021e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -13500221.000000 Penalty: 5696.692383
	Iteration 58Q: 3 clusters Score -1.350022e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85832 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -13500238.000000 Penalty: 5696.692383
	Iteration 59Q: 3 clusters Score -1.350024e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86022 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -13500252.000000 Penalty: 5696.692383
	Iteration 60F: 3 clusters Score -1.350025e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -13500286.000000 Penalty: 5696.692383
	Iteration 61Q: 3 clusters Score -1.350029e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86409 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -13500285.000000 Penalty: 5696.692383
	Iteration 62Q: 3 clusters Score -1.350028e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -13500327.000000 Penalty: 5696.692383
	Iteration 63Q: 3 clusters Score -1.350033e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86788 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -13500311.000000 Penalty: 5696.692383
	Iteration 64Q: 3 clusters Score -1.350031e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86959 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -13500354.000000 Penalty: 5696.692383
	Iteration 65Q: 3 clusters Score -1.350035e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87156 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -13500410.000000 Penalty: 5696.692383
	Iteration 66Q: 3 clusters Score -1.350041e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87367 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -13500461.000000 Penalty: 5696.692383
	Iteration 67Q: 3 clusters Score -1.350046e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87585 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -13500485.000000 Penalty: 5696.692383
	Iteration 68Q: 3 clusters Score -1.350048e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -13500504.000000 Penalty: 5696.692383
	Iteration 69Q: 3 clusters Score -1.35005e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88027 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -13500544.000000 Penalty: 5696.692383
	Iteration 70Q: 3 clusters Score -1.350054e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88240 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -13500545.000000 Penalty: 5696.692383
	Iteration 71Q: 3 clusters Score -1.350054e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -13500556.000000 Penalty: 5696.692383
	Iteration 72Q: 3 clusters Score -1.350056e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -13500549.000000 Penalty: 5696.692383
	Iteration 73Q: 3 clusters Score -1.350055e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88947 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -13500596.000000 Penalty: 5696.692383
	Iteration 74Q: 3 clusters Score -1.35006e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89201 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -13500661.000000 Penalty: 5696.692383
	Iteration 75Q: 3 clusters Score -1.350066e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89462 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -13500698.000000 Penalty: 5696.692383
	Iteration 76Q: 3 clusters Score -1.35007e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89716 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -13500764.000000 Penalty: 5696.692383
	Iteration 77Q: 3 clusters Score -1.350076e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89983 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -13500810.000000 Penalty: 5696.692383
	Iteration 78Q: 3 clusters Score -1.350081e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90264 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -13500888.000000 Penalty: 5696.692383
	Iteration 79Q: 3 clusters Score -1.350089e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90556 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -13500941.000000 Penalty: 5696.692383
	Iteration 80F: 3 clusters Score -1.350094e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90849 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -13501000.000000 Penalty: 5696.692383
	Iteration 81Q: 3 clusters Score -1.3501e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91108 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -13501044.000000 Penalty: 5696.692383
	Iteration 82Q: 3 clusters Score -1.350104e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91376 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -13501067.000000 Penalty: 5696.692383
	Iteration 83Q: 3 clusters Score -1.350107e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91621 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -13501160.000000 Penalty: 5696.692383
	Iteration 84Q: 3 clusters Score -1.350116e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91878 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -13501254.000000 Penalty: 5696.692383
	Iteration 85Q: 3 clusters Score -1.350125e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92133 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -13501319.000000 Penalty: 5696.692383
	Iteration 86Q: 3 clusters Score -1.350132e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92373 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -13501349.000000 Penalty: 5696.692383
	Iteration 87Q: 3 clusters Score -1.350135e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92599 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -13501409.000000 Penalty: 5696.692383
	Iteration 88Q: 3 clusters Score -1.350141e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92827 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -13501458.000000 Penalty: 5696.692383
	Iteration 89Q: 3 clusters Score -1.350146e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93039 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -13501517.000000 Penalty: 5696.692383
	Iteration 90Q: 3 clusters Score -1.350152e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93233 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -13501550.000000 Penalty: 5696.692383
	Iteration 91Q: 3 clusters Score -1.350155e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93417 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -13501599.000000 Penalty: 5696.692383
	Iteration 92Q: 3 clusters Score -1.35016e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93587 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -13501645.000000 Penalty: 5696.692383
	Iteration 93Q: 3 clusters Score -1.350164e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93754 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -13501696.000000 Penalty: 5696.692383
	Iteration 94Q: 3 clusters Score -1.35017e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93885 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -13501747.000000 Penalty: 5696.692383
	Iteration 95Q: 3 clusters Score -1.350175e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94008 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -13501776.000000 Penalty: 5696.692383
	Iteration 96Q: 3 clusters Score -1.350178e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -13501826.000000 Penalty: 5696.692383
	Iteration 97Q: 3 clusters Score -1.350183e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94228 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -13501846.000000 Penalty: 5696.692383
	Iteration 98Q: 3 clusters Score -1.350185e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94340 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -13501880.000000 Penalty: 5696.692383
	Iteration 99Q: 3 clusters Score -1.350188e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94446 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -13501892.000000 Penalty: 5696.692383
	Iteration 100F: 3 clusters Score -1.350189e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94550 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -13501906.000000 Penalty: 5696.692383
	Iteration 101Q: 3 clusters Score -1.350191e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94651 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -13501987.000000 Penalty: 5696.692383
	Iteration 102Q: 3 clusters Score -1.350199e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94738 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -13502017.000000 Penalty: 5696.692383
	Iteration 103Q: 3 clusters Score -1.350202e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94813 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -13502068.000000 Penalty: 5696.692383
	Iteration 104Q: 3 clusters Score -1.350207e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94898 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -13502069.000000 Penalty: 5696.692383
	Iteration 105Q: 3 clusters Score -1.350207e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94979 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -13502041.000000 Penalty: 5696.692383
	Iteration 106Q: 3 clusters Score -1.350204e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95041 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -13502046.000000 Penalty: 5696.692383
	Iteration 107Q: 3 clusters Score -1.350205e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95107 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -13502053.000000 Penalty: 5696.692383
	Iteration 108Q: 3 clusters Score -1.350205e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95183 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -13502081.000000 Penalty: 5696.692383
	Iteration 109Q: 3 clusters Score -1.350208e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95237 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -13502103.000000 Penalty: 5696.692383
	Iteration 110Q: 3 clusters Score -1.35021e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95278 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -13502103.000000 Penalty: 5696.692383
	Iteration 111Q: 3 clusters Score -1.35021e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95312 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -13502126.000000 Penalty: 5696.692383
	Iteration 112Q: 3 clusters Score -1.350213e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95364 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13502143.000000 Penalty: 5696.692383
	Iteration 113Q: 3 clusters Score -1.350214e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95417 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -13502202.000000 Penalty: 5696.692383
	Iteration 114Q: 3 clusters Score -1.35022e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95458 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -13502209.000000 Penalty: 5696.692383
	Iteration 115Q: 3 clusters Score -1.350221e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95486 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -13502215.000000 Penalty: 5696.692383
	Iteration 116Q: 3 clusters Score -1.350222e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95509 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -13502202.000000 Penalty: 5696.692383
	Iteration 117Q: 3 clusters Score -1.35022e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95527 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -13502212.000000 Penalty: 5696.692383
	Iteration 118Q: 3 clusters Score -1.350221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95543 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -13502225.000000 Penalty: 5696.692383
	Iteration 119Q: 3 clusters Score -1.350222e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -13502231.000000 Penalty: 5696.692383
	Iteration 120F: 3 clusters Score -1.350223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95574 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -13502219.000000 Penalty: 5696.692383
	Iteration 121Q: 3 clusters Score -1.350222e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95584 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -13502216.000000 Penalty: 5696.692383
	Iteration 122Q: 3 clusters Score -1.350222e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95598 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -13502235.000000 Penalty: 5696.692383
	Iteration 123Q: 3 clusters Score -1.350224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95610 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -13502227.000000 Penalty: 5696.692383
	Iteration 124Q: 3 clusters Score -1.350223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95617 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -13502227.000000 Penalty: 5696.692383
	Iteration 125Q: 3 clusters Score -1.350223e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -13502230.000000 Penalty: 5696.692383
	Iteration 126Q: 3 clusters Score -1.350223e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95637 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -13502232.000000 Penalty: 5696.692383
	Iteration 127Q: 3 clusters Score -1.350223e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95645 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -13502220.000000 Penalty: 5696.692383
	Iteration 128Q: 3 clusters Score -1.350222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95651 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -13502229.000000 Penalty: 5696.692383
	Iteration 129Q: 3 clusters Score -1.350223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95661 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -13502235.000000 Penalty: 5696.692383
	Iteration 130Q: 3 clusters Score -1.350224e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95675 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -13502247.000000 Penalty: 5696.692383
	Iteration 131Q: 3 clusters Score -1.350225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95689 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -13502240.000000 Penalty: 5696.692383
	Iteration 132Q: 3 clusters Score -1.350224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95699 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -13502242.000000 Penalty: 5696.692383
	Iteration 133Q: 3 clusters Score -1.350224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95707 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -13502255.000000 Penalty: 5696.692383
	Iteration 134Q: 3 clusters Score -1.350226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95713 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -13502267.000000 Penalty: 5696.692383
	Iteration 135Q: 3 clusters Score -1.350227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95716 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -13502264.000000 Penalty: 5696.692383
	Iteration 136Q: 3 clusters Score -1.350226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95720 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -13502265.000000 Penalty: 5696.692383
	Iteration 137Q: 3 clusters Score -1.350226e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95725 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -13502270.000000 Penalty: 5696.692383
	Iteration 138Q: 3 clusters Score -1.350227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95727 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -13502275.000000 Penalty: 5696.692383
	Iteration 139Q: 3 clusters Score -1.350228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95730 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -13502264.000000 Penalty: 5696.692383
	Iteration 140F: 3 clusters Score -1.350226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95733 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -13502268.000000 Penalty: 5696.692383
	Iteration 141Q: 3 clusters Score -1.350227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95736 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -13502264.000000 Penalty: 5696.692383
	Iteration 142Q: 3 clusters Score -1.350226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -13502261.000000 Penalty: 5696.692383
	Iteration 143Q: 3 clusters Score -1.350226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13502260.000000 Penalty: 5696.692383
	Iteration 144Q: 3 clusters Score -1.350226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95737 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -13502264.000000 Penalty: 5696.692383
	Iteration 145Q: 3 clusters Score -1.350226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13502261.000000 Penalty: 5696.692383
	Iteration 146Q: 3 clusters Score -1.350226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95738 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13502261.000000 Penalty: 5696.692383
	Iteration 147F: 3 clusters Score -1.350226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Entering Unmasked Estep 
Score: -6326913.500000 Penalty: 2660.862549
	Iteration 0F: 2 clusters Score -6326914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -6296147.500000 Penalty: 5321.725098
	Iteration 0F: 3 clusters Score -6296148 nChanged 21018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6307541.500000 Penalty: 5321.725098
	Iteration 1F: 3 clusters Score -6307542 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -6308140.500000 Penalty: 5321.725098
	Iteration 2Q: 3 clusters Score -6308140 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -6308739.000000 Penalty: 5321.725098
	Iteration 3Q: 3 clusters Score -6308739 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -6309391.000000 Penalty: 5321.725098
	Iteration 4Q: 3 clusters Score -6309391 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -6310280.000000 Penalty: 5321.725098
	Iteration 5Q: 3 clusters Score -6310280 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -6311417.500000 Penalty: 5321.725098
	Iteration 6Q: 3 clusters Score -6311418 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -6312828.500000 Penalty: 5321.725098
	Iteration 7F: 3 clusters Score -6312828 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -6314461.500000 Penalty: 5321.725098
	Iteration 8F: 3 clusters Score -6314462 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -6316272.000000 Penalty: 5321.725098
	Iteration 9F: 3 clusters Score -6316272 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -6317916.000000 Penalty: 5321.725098
	Iteration 10F: 3 clusters Score -6317916 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36331 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -6319372.500000 Penalty: 5321.725098
	Iteration 11Q: 3 clusters Score -6319372 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -6320632.000000 Penalty: 5321.725098
	Iteration 12Q: 3 clusters Score -6320632 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -6321583.500000 Penalty: 5321.725098
	Iteration 13Q: 3 clusters Score -6321584 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -6322406.000000 Penalty: 5321.725098
	Iteration 14Q: 3 clusters Score -6322406 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -6323037.500000 Penalty: 5321.725098
	Iteration 15Q: 3 clusters Score -6323038 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6323540.000000 Penalty: 5321.725098
	Iteration 16Q: 3 clusters Score -6323540 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -6323916.000000 Penalty: 5321.725098
	Iteration 17Q: 3 clusters Score -6323916 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -6324156.000000 Penalty: 5321.725098
	Iteration 18Q: 3 clusters Score -6324156 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -6324305.500000 Penalty: 5321.725098
	Iteration 19Q: 3 clusters Score -6324306 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -6324431.000000 Penalty: 5321.725098
	Iteration 20F: 3 clusters Score -6324431 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6324508.500000 Penalty: 5321.725098
	Iteration 21Q: 3 clusters Score -6324508 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -6324591.000000 Penalty: 5321.725098
	Iteration 22Q: 3 clusters Score -6324591 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6324637.000000 Penalty: 5321.725098
	Iteration 23Q: 3 clusters Score -6324637 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -6324680.500000 Penalty: 5321.725098
	Iteration 24Q: 3 clusters Score -6324680 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6324694.000000 Penalty: 5321.725098
	Iteration 25Q: 3 clusters Score -6324694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6324719.500000 Penalty: 5321.725098
	Iteration 26Q: 3 clusters Score -6324720 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -6324742.500000 Penalty: 5321.725098
	Iteration 27Q: 3 clusters Score -6324742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6324756.000000 Penalty: 5321.725098
	Iteration 28Q: 3 clusters Score -6324756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6324761.000000 Penalty: 5321.725098
	Iteration 29Q: 3 clusters Score -6324761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -6324774.500000 Penalty: 5321.725098
	Iteration 30Q: 3 clusters Score -6324774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44774 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -6324773.000000 Penalty: 5321.725098
	Iteration 31Q: 3 clusters Score -6324773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -6324768.000000 Penalty: 5321.725098
	Iteration 32Q: 3 clusters Score -6324768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6324778.000000 Penalty: 5321.725098
	Iteration 33Q: 3 clusters Score -6324778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6324782.000000 Penalty: 5321.725098
	Iteration 34Q: 3 clusters Score -6324782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6324783.000000 Penalty: 5321.725098
	Iteration 35Q: 3 clusters Score -6324783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6324784.500000 Penalty: 5321.725098
	Iteration 36Q: 3 clusters Score -6324784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6324786.000000 Penalty: 5321.725098
	Iteration 37Q: 3 clusters Score -6324786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6324782.500000 Penalty: 5321.725098
	Iteration 38Q: 3 clusters Score -6324782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -6324784.000000 Penalty: 5321.725098
	Iteration 39Q: 3 clusters Score -6324784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6324779.500000 Penalty: 5321.725098
	Iteration 40F: 3 clusters Score -6324780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6324780.500000 Penalty: 5321.725098
	Iteration 41Q: 3 clusters Score -6324780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -6324780.500000 Penalty: 5321.725098
	Iteration 42F: 3 clusters Score -6324780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99736 members 
Entering Unmasked Estep 
Score: -13696567.000000 Penalty: 2854.549805
	Iteration 0F: 2 clusters Score -1.369657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -13629969.000000 Penalty: 5709.099609
	Iteration 0F: 3 clusters Score -1.362997e+07 nChanged 47201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Mstep: Class 2 contains 49662 members 
Entering Unmasked Estep 
Score: -13656450.000000 Penalty: 5709.099609
	Iteration 1F: 3 clusters Score -1.365645e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 49104 members 
Entering Unmasked Estep 
Score: -13657062.000000 Penalty: 5709.099609
	Iteration 2Q: 3 clusters Score -1.365706e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 48140 members 
Entering Unmasked Estep 
Score: -13657727.000000 Penalty: 5709.099609
	Iteration 3Q: 3 clusters Score -1.365773e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53131 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -13658489.000000 Penalty: 5709.099609
	Iteration 4Q: 3 clusters Score -1.365849e+07 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55626 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -13659805.000000 Penalty: 5709.099609
	Iteration 5Q: 3 clusters Score -1.36598e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 40419 members 
Entering Unmasked Estep 
Score: -13662290.000000 Penalty: 5709.099609
	Iteration 6F: 3 clusters Score -1.366229e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64310 members 
Mstep: Class 2 contains 35426 members 
Entering Unmasked Estep 
Score: -13666005.000000 Penalty: 5709.099609
	Iteration 7F: 3 clusters Score -1.3666e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70481 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -13671247.000000 Penalty: 5709.099609
	Iteration 8F: 3 clusters Score -1.367125e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77074 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -13676967.000000 Penalty: 5709.099609
	Iteration 9F: 3 clusters Score -1.367697e+07 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83141 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -13682366.000000 Penalty: 5709.099609
	Iteration 10F: 3 clusters Score -1.368237e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88017 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -13686585.000000 Penalty: 5709.099609
	Iteration 11F: 3 clusters Score -1.368658e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91548 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -13689526.000000 Penalty: 5709.099609
	Iteration 12Q: 3 clusters Score -1.368953e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -13691454.000000 Penalty: 5709.099609
	Iteration 13Q: 3 clusters Score -1.369145e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95214 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -13692594.000000 Penalty: 5709.099609
	Iteration 14Q: 3 clusters Score -1.369259e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96035 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -13693218.000000 Penalty: 5709.099609
	Iteration 15Q: 3 clusters Score -1.369322e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96560 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -13693626.000000 Penalty: 5709.099609
	Iteration 16Q: 3 clusters Score -1.369363e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -13693846.000000 Penalty: 5709.099609
	Iteration 17Q: 3 clusters Score -1.369385e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97179 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -13694019.000000 Penalty: 5709.099609
	Iteration 18Q: 3 clusters Score -1.369402e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97345 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -13694167.000000 Penalty: 5709.099609
	Iteration 19Q: 3 clusters Score -1.369417e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97468 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -13694249.000000 Penalty: 5709.099609
	Iteration 20F: 3 clusters Score -1.369425e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97551 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -13694261.000000 Penalty: 5709.099609
	Iteration 21Q: 3 clusters Score -1.369426e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97634 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -13694328.000000 Penalty: 5709.099609
	Iteration 22Q: 3 clusters Score -1.369433e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -13694387.000000 Penalty: 5709.099609
	Iteration 23Q: 3 clusters Score -1.369439e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97752 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -13694461.000000 Penalty: 5709.099609
	Iteration 24Q: 3 clusters Score -1.369446e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97791 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -13694483.000000 Penalty: 5709.099609
	Iteration 25Q: 3 clusters Score -1.369448e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97825 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -13694511.000000 Penalty: 5709.099609
	Iteration 26Q: 3 clusters Score -1.369451e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97847 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -13694529.000000 Penalty: 5709.099609
	Iteration 27Q: 3 clusters Score -1.369453e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97870 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -13694546.000000 Penalty: 5709.099609
	Iteration 28Q: 3 clusters Score -1.369455e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97885 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -13694534.000000 Penalty: 5709.099609
	Iteration 29Q: 3 clusters Score -1.369453e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97900 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -13694562.000000 Penalty: 5709.099609
	Iteration 30Q: 3 clusters Score -1.369456e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -13694563.000000 Penalty: 5709.099609
	Iteration 31Q: 3 clusters Score -1.369456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97926 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -13694563.000000 Penalty: 5709.099609
	Iteration 32Q: 3 clusters Score -1.369456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97937 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -13694555.000000 Penalty: 5709.099609
	Iteration 33Q: 3 clusters Score -1.369456e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97955 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -13694555.000000 Penalty: 5709.099609
	Iteration 34Q: 3 clusters Score -1.369456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97968 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -13694556.000000 Penalty: 5709.099609
	Iteration 35Q: 3 clusters Score -1.369456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97982 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -13694547.000000 Penalty: 5709.099609
	Iteration 36Q: 3 clusters Score -1.369455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97996 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -13694558.000000 Penalty: 5709.099609
	Iteration 37Q: 3 clusters Score -1.369456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -13694569.000000 Penalty: 5709.099609
	Iteration 38Q: 3 clusters Score -1.369457e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98012 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -13694590.000000 Penalty: 5709.099609
	Iteration 39Q: 3 clusters Score -1.369459e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98016 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -13694599.000000 Penalty: 5709.099609
	Iteration 40F: 3 clusters Score -1.36946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98020 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -13694604.000000 Penalty: 5709.099609
	Iteration 41Q: 3 clusters Score -1.36946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98028 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -13694618.000000 Penalty: 5709.099609
	Iteration 42Q: 3 clusters Score -1.369462e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98031 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -13694604.000000 Penalty: 5709.099609
	Iteration 43Q: 3 clusters Score -1.36946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98034 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -13694606.000000 Penalty: 5709.099609
	Iteration 44Q: 3 clusters Score -1.369461e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98038 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -13694608.000000 Penalty: 5709.099609
	Iteration 45Q: 3 clusters Score -1.369461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98047 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -13694606.000000 Penalty: 5709.099609
	Iteration 46Q: 3 clusters Score -1.369461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -13694625.000000 Penalty: 5709.099609
	Iteration 47Q: 3 clusters Score -1.369462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98057 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -13694624.000000 Penalty: 5709.099609
	Iteration 48Q: 3 clusters Score -1.369462e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98063 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -13694612.000000 Penalty: 5709.099609
	Iteration 49Q: 3 clusters Score -1.369461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98066 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -13694614.000000 Penalty: 5709.099609
	Iteration 50Q: 3 clusters Score -1.369461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98070 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -13694604.000000 Penalty: 5709.099609
	Iteration 51Q: 3 clusters Score -1.36946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98073 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -13694601.000000 Penalty: 5709.099609
	Iteration 52Q: 3 clusters Score -1.36946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98075 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -13694606.000000 Penalty: 5709.099609
	Iteration 53Q: 3 clusters Score -1.369461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98076 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -13694608.000000 Penalty: 5709.099609
	Iteration 54Q: 3 clusters Score -1.369461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98076 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -13694608.000000 Penalty: 5709.099609
	Iteration 55F: 3 clusters Score -1.369461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Entering Unmasked Estep 
Score: -5005445.000000 Penalty: 2601.443115
	Iteration 0F: 2 clusters Score -5005445 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -4980947.000000 Penalty: 5202.886230
	Iteration 0F: 3 clusters Score -4980947 nChanged 16424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -4989893.500000 Penalty: 5202.886230
	Iteration 1F: 3 clusters Score -4989894 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -4990370.500000 Penalty: 5202.886230
	Iteration 2Q: 3 clusters Score -4990370 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -4990813.500000 Penalty: 5202.886230
	Iteration 3Q: 3 clusters Score -4990814 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -4991303.500000 Penalty: 5202.886230
	Iteration 4Q: 3 clusters Score -4991304 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -4991930.000000 Penalty: 5202.886230
	Iteration 5Q: 3 clusters Score -4991930 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -4992859.500000 Penalty: 5202.886230
	Iteration 6Q: 3 clusters Score -4992860 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -4994135.500000 Penalty: 5202.886230
	Iteration 7F: 3 clusters Score -4994136 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -4995975.500000 Penalty: 5202.886230
	Iteration 8F: 3 clusters Score -4995976 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -4998147.500000 Penalty: 5202.886230
	Iteration 9F: 3 clusters Score -4998148 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -5000029.500000 Penalty: 5202.886230
	Iteration 10F: 3 clusters Score -5000030 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -5001224.000000 Penalty: 5202.886230
	Iteration 11Q: 3 clusters Score -5001224 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -5001937.000000 Penalty: 5202.886230
	Iteration 12Q: 3 clusters Score -5001937 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -5002352.000000 Penalty: 5202.886230
	Iteration 13Q: 3 clusters Score -5002352 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -5002660.500000 Penalty: 5202.886230
	Iteration 14Q: 3 clusters Score -5002660 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 34618 members 
Entering Unmasked Estep 
Score: -5002841.000000 Penalty: 5202.886230
	Iteration 15Q: 3 clusters Score -5002841 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -5002975.000000 Penalty: 5202.886230
	Iteration 16Q: 3 clusters Score -5002975 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -5003061.000000 Penalty: 5202.886230
	Iteration 17Q: 3 clusters Score -5003061 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -5003122.000000 Penalty: 5202.886230
	Iteration 18Q: 3 clusters Score -5003122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -5003176.500000 Penalty: 5202.886230
	Iteration 19Q: 3 clusters Score -5003176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -5003210.000000 Penalty: 5202.886230
	Iteration 20F: 3 clusters Score -5003210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -5003241.500000 Penalty: 5202.886230
	Iteration 21Q: 3 clusters Score -5003242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -5003269.000000 Penalty: 5202.886230
	Iteration 22Q: 3 clusters Score -5003269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -5003299.000000 Penalty: 5202.886230
	Iteration 23Q: 3 clusters Score -5003299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -5003323.000000 Penalty: 5202.886230
	Iteration 24Q: 3 clusters Score -5003323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -5003335.000000 Penalty: 5202.886230
	Iteration 25Q: 3 clusters Score -5003335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -5003338.000000 Penalty: 5202.886230
	Iteration 26Q: 3 clusters Score -5003338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -5003339.000000 Penalty: 5202.886230
	Iteration 27Q: 3 clusters Score -5003339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -5003345.500000 Penalty: 5202.886230
	Iteration 28Q: 3 clusters Score -5003346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -5003353.000000 Penalty: 5202.886230
	Iteration 29Q: 3 clusters Score -5003353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -5003358.000000 Penalty: 5202.886230
	Iteration 30Q: 3 clusters Score -5003358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -5003358.500000 Penalty: 5202.886230
	Iteration 31Q: 3 clusters Score -5003358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -5003358.000000 Penalty: 5202.886230
	Iteration 32Q: 3 clusters Score -5003358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -5003358.500000 Penalty: 5202.886230
	Iteration 33Q: 3 clusters Score -5003358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -5003359.500000 Penalty: 5202.886230
	Iteration 34Q: 3 clusters Score -5003360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -5003364.000000 Penalty: 5202.886230
	Iteration 35Q: 3 clusters Score -5003364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -5003366.000000 Penalty: 5202.886230
	Iteration 36Q: 3 clusters Score -5003366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -5003365.000000 Penalty: 5202.886230
	Iteration 37Q: 3 clusters Score -5003365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -5003365.000000 Penalty: 5202.886230
	Iteration 38F: 3 clusters Score -5003365 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Entering Unmasked Estep 
Score: -1518636.250000 Penalty: 2322.400879
	Iteration 0F: 2 clusters Score -1518636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1509895.000000 Penalty: 4644.801758
	Iteration 0F: 3 clusters Score -1509895 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1512523.250000 Penalty: 4644.801758
	Iteration 1F: 3 clusters Score -1512523 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1512873.875000 Penalty: 4644.801758
	Iteration 2F: 3 clusters Score -1512874 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1513151.375000 Penalty: 4644.801758
	Iteration 3F: 3 clusters Score -1513151 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1513398.500000 Penalty: 4644.801758
	Iteration 4Q: 3 clusters Score -1513398 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1513624.625000 Penalty: 4644.801758
	Iteration 5Q: 3 clusters Score -1513625 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1513847.875000 Penalty: 4644.801758
	Iteration 6Q: 3 clusters Score -1513848 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1514076.875000 Penalty: 4644.801758
	Iteration 7Q: 3 clusters Score -1514077 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1514276.125000 Penalty: 4644.801758
	Iteration 8Q: 3 clusters Score -1514276 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1514412.250000 Penalty: 4644.801758
	Iteration 9Q: 3 clusters Score -1514412 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1514552.875000 Penalty: 4644.801758
	Iteration 10Q: 3 clusters Score -1514553 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1514664.125000 Penalty: 4644.801758
	Iteration 11Q: 3 clusters Score -1514664 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1514750.000000 Penalty: 4644.801758
	Iteration 12Q: 3 clusters Score -1514750 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1514820.750000 Penalty: 4644.801758
	Iteration 13Q: 3 clusters Score -1514821 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1514889.625000 Penalty: 4644.801758
	Iteration 14Q: 3 clusters Score -1514890 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1514941.125000 Penalty: 4644.801758
	Iteration 15Q: 3 clusters Score -1514941 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1514977.250000 Penalty: 4644.801758
	Iteration 16Q: 3 clusters Score -1514977 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1514996.125000 Penalty: 4644.801758
	Iteration 17Q: 3 clusters Score -1514996 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1515023.250000 Penalty: 4644.801758
	Iteration 18Q: 3 clusters Score -1515023 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1515038.625000 Penalty: 4644.801758
	Iteration 19Q: 3 clusters Score -1515039 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1515045.500000 Penalty: 4644.801758
	Iteration 20F: 3 clusters Score -1515046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1515057.750000 Penalty: 4644.801758
	Iteration 21Q: 3 clusters Score -1515058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1515063.750000 Penalty: 4644.801758
	Iteration 22Q: 3 clusters Score -1515064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -1515073.750000 Penalty: 4644.801758
	Iteration 23Q: 3 clusters Score -1515074 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1515082.625000 Penalty: 4644.801758
	Iteration 24Q: 3 clusters Score -1515083 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1515097.000000 Penalty: 4644.801758
	Iteration 25Q: 3 clusters Score -1515097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1515099.750000 Penalty: 4644.801758
	Iteration 26Q: 3 clusters Score -1515100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1515106.125000 Penalty: 4644.801758
	Iteration 27Q: 3 clusters Score -1515106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1515118.625000 Penalty: 4644.801758
	Iteration 28Q: 3 clusters Score -1515119 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1515121.625000 Penalty: 4644.801758
	Iteration 29Q: 3 clusters Score -1515122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1515129.875000 Penalty: 4644.801758
	Iteration 30Q: 3 clusters Score -1515130 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1515138.875000 Penalty: 4644.801758
	Iteration 31Q: 3 clusters Score -1515139 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1515142.375000 Penalty: 4644.801758
	Iteration 32Q: 3 clusters Score -1515142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1515152.125000 Penalty: 4644.801758
	Iteration 33Q: 3 clusters Score -1515152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1515153.750000 Penalty: 4644.801758
	Iteration 34Q: 3 clusters Score -1515154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1515157.625000 Penalty: 4644.801758
	Iteration 35Q: 3 clusters Score -1515158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1515157.250000 Penalty: 4644.801758
	Iteration 36Q: 3 clusters Score -1515157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1515155.750000 Penalty: 4644.801758
	Iteration 37Q: 3 clusters Score -1515156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1515153.500000 Penalty: 4644.801758
	Iteration 38Q: 3 clusters Score -1515154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1515157.500000 Penalty: 4644.801758
	Iteration 39Q: 3 clusters Score -1515158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1515161.250000 Penalty: 4644.801758
	Iteration 40F: 3 clusters Score -1515161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1515169.375000 Penalty: 4644.801758
	Iteration 41Q: 3 clusters Score -1515169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1515170.500000 Penalty: 4644.801758
	Iteration 42Q: 3 clusters Score -1515170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1515173.875000 Penalty: 4644.801758
	Iteration 43Q: 3 clusters Score -1515174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1515177.500000 Penalty: 4644.801758
	Iteration 44Q: 3 clusters Score -1515178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1515181.125000 Penalty: 4644.801758
	Iteration 45Q: 3 clusters Score -1515181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1515183.625000 Penalty: 4644.801758
	Iteration 46Q: 3 clusters Score -1515184 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1515190.750000 Penalty: 4644.801758
	Iteration 47Q: 3 clusters Score -1515191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1515190.875000 Penalty: 4644.801758
	Iteration 48Q: 3 clusters Score -1515191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1515198.875000 Penalty: 4644.801758
	Iteration 49Q: 3 clusters Score -1515199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1515205.125000 Penalty: 4644.801758
	Iteration 50Q: 3 clusters Score -1515205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1515209.500000 Penalty: 4644.801758
	Iteration 51Q: 3 clusters Score -1515210 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1515220.750000 Penalty: 4644.801758
	Iteration 52Q: 3 clusters Score -1515221 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1515223.375000 Penalty: 4644.801758
	Iteration 53Q: 3 clusters Score -1515223 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1515232.250000 Penalty: 4644.801758
	Iteration 54Q: 3 clusters Score -1515232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1515244.000000 Penalty: 4644.801758
	Iteration 55Q: 3 clusters Score -1515244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1515243.500000 Penalty: 4644.801758
	Iteration 56Q: 3 clusters Score -1515244 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1515253.000000 Penalty: 4644.801758
	Iteration 57Q: 3 clusters Score -1515253 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1515264.375000 Penalty: 4644.801758
	Iteration 58Q: 3 clusters Score -1515264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1515277.625000 Penalty: 4644.801758
	Iteration 59Q: 3 clusters Score -1515278 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1515284.750000 Penalty: 4644.801758
	Iteration 60F: 3 clusters Score -1515285 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1515303.000000 Penalty: 4644.801758
	Iteration 61Q: 3 clusters Score -1515303 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1515321.375000 Penalty: 4644.801758
	Iteration 62Q: 3 clusters Score -1515321 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1515336.625000 Penalty: 4644.801758
	Iteration 63Q: 3 clusters Score -1515337 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1515358.625000 Penalty: 4644.801758
	Iteration 64Q: 3 clusters Score -1515359 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1515381.875000 Penalty: 4644.801758
	Iteration 65Q: 3 clusters Score -1515382 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1515398.375000 Penalty: 4644.801758
	Iteration 66Q: 3 clusters Score -1515398 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1515423.250000 Penalty: 4644.801758
	Iteration 67Q: 3 clusters Score -1515423 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1515449.250000 Penalty: 4644.801758
	Iteration 68Q: 3 clusters Score -1515449 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1515480.625000 Penalty: 4644.801758
	Iteration 69Q: 3 clusters Score -1515481 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1515513.750000 Penalty: 4644.801758
	Iteration 70Q: 3 clusters Score -1515514 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1515550.750000 Penalty: 4644.801758
	Iteration 71Q: 3 clusters Score -1515551 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1515583.125000 Penalty: 4644.801758
	Iteration 72Q: 3 clusters Score -1515583 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1515632.875000 Penalty: 4644.801758
	Iteration 73Q: 3 clusters Score -1515633 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1515685.375000 Penalty: 4644.801758
	Iteration 74Q: 3 clusters Score -1515685 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1515731.750000 Penalty: 4644.801758
	Iteration 75Q: 3 clusters Score -1515732 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1515788.375000 Penalty: 4644.801758
	Iteration 76Q: 3 clusters Score -1515788 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1515851.875000 Penalty: 4644.801758
	Iteration 77Q: 3 clusters Score -1515852 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1515912.625000 Penalty: 4644.801758
	Iteration 78Q: 3 clusters Score -1515913 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1515965.250000 Penalty: 4644.801758
	Iteration 79Q: 3 clusters Score -1515965 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1516043.000000 Penalty: 4644.801758
	Iteration 80F: 3 clusters Score -1516043 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1516105.875000 Penalty: 4644.801758
	Iteration 81Q: 3 clusters Score -1516106 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1516168.875000 Penalty: 4644.801758
	Iteration 82Q: 3 clusters Score -1516169 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1516236.250000 Penalty: 4644.801758
	Iteration 83Q: 3 clusters Score -1516236 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1516309.500000 Penalty: 4644.801758
	Iteration 84Q: 3 clusters Score -1516310 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1516358.625000 Penalty: 4644.801758
	Iteration 85Q: 3 clusters Score -1516359 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1516409.125000 Penalty: 4644.801758
	Iteration 86Q: 3 clusters Score -1516409 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1516456.500000 Penalty: 4644.801758
	Iteration 87Q: 3 clusters Score -1516456 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1516509.375000 Penalty: 4644.801758
	Iteration 88Q: 3 clusters Score -1516509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1516554.000000 Penalty: 4644.801758
	Iteration 89Q: 3 clusters Score -1516554 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1516584.000000 Penalty: 4644.801758
	Iteration 90Q: 3 clusters Score -1516584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1516620.125000 Penalty: 4644.801758
	Iteration 91Q: 3 clusters Score -1516620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1516638.250000 Penalty: 4644.801758
	Iteration 92Q: 3 clusters Score -1516638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1516652.500000 Penalty: 4644.801758
	Iteration 93Q: 3 clusters Score -1516652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1516675.625000 Penalty: 4644.801758
	Iteration 94Q: 3 clusters Score -1516676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1516693.750000 Penalty: 4644.801758
	Iteration 95Q: 3 clusters Score -1516694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1516702.625000 Penalty: 4644.801758
	Iteration 96Q: 3 clusters Score -1516703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1516711.625000 Penalty: 4644.801758
	Iteration 97Q: 3 clusters Score -1516712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1516719.750000 Penalty: 4644.801758
	Iteration 98Q: 3 clusters Score -1516720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1516723.250000 Penalty: 4644.801758
	Iteration 99Q: 3 clusters Score -1516723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1516725.250000 Penalty: 4644.801758
	Iteration 100F: 3 clusters Score -1516725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1516728.250000 Penalty: 4644.801758
	Iteration 101Q: 3 clusters Score -1516728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1516730.625000 Penalty: 4644.801758
	Iteration 102Q: 3 clusters Score -1516731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1516730.750000 Penalty: 4644.801758
	Iteration 103Q: 3 clusters Score -1516731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1516730.750000 Penalty: 4644.801758
	Iteration 104F: 3 clusters Score -1516731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Entering Unmasked Estep 
Score: -1237988.375000 Penalty: 2257.593750
	Iteration 0F: 2 clusters Score -1237988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1230924.625000 Penalty: 4515.187500
	Iteration 0F: 3 clusters Score -1230925 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1232983.750000 Penalty: 4515.187500
	Iteration 1F: 3 clusters Score -1232984 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1233322.000000 Penalty: 4515.187500
	Iteration 2F: 3 clusters Score -1233322 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1233537.000000 Penalty: 4515.187500
	Iteration 3F: 3 clusters Score -1233537 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1233766.500000 Penalty: 4515.187500
	Iteration 4Q: 3 clusters Score -1233766 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1233999.250000 Penalty: 4515.187500
	Iteration 5Q: 3 clusters Score -1233999 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1234292.250000 Penalty: 4515.187500
	Iteration 6Q: 3 clusters Score -1234292 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1234624.625000 Penalty: 4515.187500
	Iteration 7F: 3 clusters Score -1234625 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1234898.500000 Penalty: 4515.187500
	Iteration 8Q: 3 clusters Score -1234898 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1235125.750000 Penalty: 4515.187500
	Iteration 9Q: 3 clusters Score -1235126 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1235304.750000 Penalty: 4515.187500
	Iteration 10Q: 3 clusters Score -1235305 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -1235427.125000 Penalty: 4515.187500
	Iteration 11Q: 3 clusters Score -1235427 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1235508.625000 Penalty: 4515.187500
	Iteration 12Q: 3 clusters Score -1235509 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1235563.500000 Penalty: 4515.187500
	Iteration 13Q: 3 clusters Score -1235564 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1235600.000000 Penalty: 4515.187500
	Iteration 14Q: 3 clusters Score -1235600 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1235630.500000 Penalty: 4515.187500
	Iteration 15Q: 3 clusters Score -1235630 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1235649.875000 Penalty: 4515.187500
	Iteration 16Q: 3 clusters Score -1235650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1235668.750000 Penalty: 4515.187500
	Iteration 17Q: 3 clusters Score -1235669 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1235678.625000 Penalty: 4515.187500
	Iteration 18Q: 3 clusters Score -1235679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1235686.750000 Penalty: 4515.187500
	Iteration 19Q: 3 clusters Score -1235687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1235691.375000 Penalty: 4515.187500
	Iteration 20F: 3 clusters Score -1235691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1235688.875000 Penalty: 4515.187500
	Iteration 21Q: 3 clusters Score -1235689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1235693.000000 Penalty: 4515.187500
	Iteration 22Q: 3 clusters Score -1235693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1235695.875000 Penalty: 4515.187500
	Iteration 23Q: 3 clusters Score -1235696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1235695.500000 Penalty: 4515.187500
	Iteration 24Q: 3 clusters Score -1235696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1235696.250000 Penalty: 4515.187500
	Iteration 25Q: 3 clusters Score -1235696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1235700.375000 Penalty: 4515.187500
	Iteration 26Q: 3 clusters Score -1235700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1235697.250000 Penalty: 4515.187500
	Iteration 27Q: 3 clusters Score -1235697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1235700.000000 Penalty: 4515.187500
	Iteration 28Q: 3 clusters Score -1235700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1235700.250000 Penalty: 4515.187500
	Iteration 29Q: 3 clusters Score -1235700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1235701.625000 Penalty: 4515.187500
	Iteration 30Q: 3 clusters Score -1235702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1235704.375000 Penalty: 4515.187500
	Iteration 31Q: 3 clusters Score -1235704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1235707.250000 Penalty: 4515.187500
	Iteration 32Q: 3 clusters Score -1235707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1235706.250000 Penalty: 4515.187500
	Iteration 33Q: 3 clusters Score -1235706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1235704.625000 Penalty: 4515.187500
	Iteration 34Q: 3 clusters Score -1235705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1235707.250000 Penalty: 4515.187500
	Iteration 35Q: 3 clusters Score -1235707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1235708.500000 Penalty: 4515.187500
	Iteration 36Q: 3 clusters Score -1235708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1235708.750000 Penalty: 4515.187500
	Iteration 37Q: 3 clusters Score -1235709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1235709.250000 Penalty: 4515.187500
	Iteration 38Q: 3 clusters Score -1235709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1235711.500000 Penalty: 4515.187500
	Iteration 39Q: 3 clusters Score -1235712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1235711.875000 Penalty: 4515.187500
	Iteration 40F: 3 clusters Score -1235712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1235711.125000 Penalty: 4515.187500
	Iteration 41Q: 3 clusters Score -1235711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1235709.000000 Penalty: 4515.187500
	Iteration 42Q: 3 clusters Score -1235709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1235712.125000 Penalty: 4515.187500
	Iteration 43Q: 3 clusters Score -1235712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1235712.125000 Penalty: 4515.187500
	Iteration 44F: 3 clusters Score -1235712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Entering Unmasked Estep 
Score: -6037480.000000 Penalty: 2653.421875
	Iteration 0F: 2 clusters Score -6037480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -6007601.500000 Penalty: 5306.843750
	Iteration 0F: 3 clusters Score -6007602 nChanged 20362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -6019667.500000 Penalty: 5306.843750
	Iteration 1F: 3 clusters Score -6019668 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -6020935.000000 Penalty: 5306.843750
	Iteration 2F: 3 clusters Score -6020935 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -6022462.000000 Penalty: 5306.843750
	Iteration 3F: 3 clusters Score -6022462 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -6024265.000000 Penalty: 5306.843750
	Iteration 4F: 3 clusters Score -6024265 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -6026549.000000 Penalty: 5306.843750
	Iteration 5F: 3 clusters Score -6026549 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -6028882.000000 Penalty: 5306.843750
	Iteration 6F: 3 clusters Score -6028882 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -6030904.000000 Penalty: 5306.843750
	Iteration 7F: 3 clusters Score -6030904 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 30481 members 
Entering Unmasked Estep 
Score: -6032323.500000 Penalty: 5306.843750
	Iteration 8Q: 3 clusters Score -6032324 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -6033402.500000 Penalty: 5306.843750
	Iteration 9Q: 3 clusters Score -6033402 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -6034093.000000 Penalty: 5306.843750
	Iteration 10Q: 3 clusters Score -6034093 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -6034470.500000 Penalty: 5306.843750
	Iteration 11Q: 3 clusters Score -6034470 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -6034749.000000 Penalty: 5306.843750
	Iteration 12Q: 3 clusters Score -6034749 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -6034915.500000 Penalty: 5306.843750
	Iteration 13Q: 3 clusters Score -6034916 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -6035056.500000 Penalty: 5306.843750
	Iteration 14Q: 3 clusters Score -6035056 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 31081 members 
Entering Unmasked Estep 
Score: -6035185.500000 Penalty: 5306.843750
	Iteration 15Q: 3 clusters Score -6035186 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -6035288.500000 Penalty: 5306.843750
	Iteration 16Q: 3 clusters Score -6035288 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -6035367.000000 Penalty: 5306.843750
	Iteration 17Q: 3 clusters Score -6035367 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 31257 members 
Entering Unmasked Estep 
Score: -6035389.000000 Penalty: 5306.843750
	Iteration 18Q: 3 clusters Score -6035389 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -6035465.000000 Penalty: 5306.843750
	Iteration 19Q: 3 clusters Score -6035465 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 31327 members 
Entering Unmasked Estep 
Score: -6035524.000000 Penalty: 5306.843750
	Iteration 20F: 3 clusters Score -6035524 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -6035548.500000 Penalty: 5306.843750
	Iteration 21Q: 3 clusters Score -6035548 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -6035601.000000 Penalty: 5306.843750
	Iteration 22Q: 3 clusters Score -6035601 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -6035602.500000 Penalty: 5306.843750
	Iteration 23Q: 3 clusters Score -6035602 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -6035625.000000 Penalty: 5306.843750
	Iteration 24Q: 3 clusters Score -6035625 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -6035654.000000 Penalty: 5306.843750
	Iteration 25Q: 3 clusters Score -6035654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -6035666.500000 Penalty: 5306.843750
	Iteration 26Q: 3 clusters Score -6035666 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -6035671.000000 Penalty: 5306.843750
	Iteration 27Q: 3 clusters Score -6035671 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -6035672.500000 Penalty: 5306.843750
	Iteration 28Q: 3 clusters Score -6035672 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -6035660.000000 Penalty: 5306.843750
	Iteration 29Q: 3 clusters Score -6035660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -6035702.500000 Penalty: 5306.843750
	Iteration 30Q: 3 clusters Score -6035702 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -6035716.500000 Penalty: 5306.843750
	Iteration 31Q: 3 clusters Score -6035716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -6035717.500000 Penalty: 5306.843750
	Iteration 32Q: 3 clusters Score -6035718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -6035702.500000 Penalty: 5306.843750
	Iteration 33Q: 3 clusters Score -6035702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -6035710.500000 Penalty: 5306.843750
	Iteration 34Q: 3 clusters Score -6035710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -6035715.000000 Penalty: 5306.843750
	Iteration 35Q: 3 clusters Score -6035715 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -6035707.500000 Penalty: 5306.843750
	Iteration 36Q: 3 clusters Score -6035708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -6035707.000000 Penalty: 5306.843750
	Iteration 37Q: 3 clusters Score -6035707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -6035705.000000 Penalty: 5306.843750
	Iteration 38Q: 3 clusters Score -6035705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -6035708.000000 Penalty: 5306.843750
	Iteration 39Q: 3 clusters Score -6035708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -6035710.000000 Penalty: 5306.843750
	Iteration 40F: 3 clusters Score -6035710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -6035702.500000 Penalty: 5306.843750
	Iteration 41Q: 3 clusters Score -6035702 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -6035705.500000 Penalty: 5306.843750
	Iteration 42Q: 3 clusters Score -6035706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -6035708.000000 Penalty: 5306.843750
	Iteration 43Q: 3 clusters Score -6035708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -6035707.000000 Penalty: 5306.843750
	Iteration 44Q: 3 clusters Score -6035707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -6035712.500000 Penalty: 5306.843750
	Iteration 45Q: 3 clusters Score -6035712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -6035712.000000 Penalty: 5306.843750
	Iteration 46Q: 3 clusters Score -6035712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -6035716.500000 Penalty: 5306.843750
	Iteration 47Q: 3 clusters Score -6035716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -6035718.500000 Penalty: 5306.843750
	Iteration 48Q: 3 clusters Score -6035718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -6035714.000000 Penalty: 5306.843750
	Iteration 49Q: 3 clusters Score -6035714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -6035716.500000 Penalty: 5306.843750
	Iteration 50Q: 3 clusters Score -6035716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -6035715.000000 Penalty: 5306.843750
	Iteration 51Q: 3 clusters Score -6035715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -6035715.500000 Penalty: 5306.843750
	Iteration 52Q: 3 clusters Score -6035716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -6035716.000000 Penalty: 5306.843750
	Iteration 53Q: 3 clusters Score -6035716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -6035718.000000 Penalty: 5306.843750
	Iteration 54Q: 3 clusters Score -6035718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -6035718.000000 Penalty: 5306.843750
	Iteration 55Q: 3 clusters Score -6035718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -6035719.500000 Penalty: 5306.843750
	Iteration 56Q: 3 clusters Score -6035720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -6035722.000000 Penalty: 5306.843750
	Iteration 57Q: 3 clusters Score -6035722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -6035719.000000 Penalty: 5306.843750
	Iteration 58Q: 3 clusters Score -6035719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 32249 members 
Entering Unmasked Estep 
Score: -6035716.500000 Penalty: 5306.843750
	Iteration 59Q: 3 clusters Score -6035716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 32250 members 
Entering Unmasked Estep 
Score: -6035716.000000 Penalty: 5306.843750
	Iteration 60F: 3 clusters Score -6035716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -6035717.500000 Penalty: 5306.843750
	Iteration 61Q: 3 clusters Score -6035718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -6035717.500000 Penalty: 5306.843750
	Iteration 62F: 3 clusters Score -6035718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Entering Unmasked Estep 
Score: -1099872.500000 Penalty: 2236.155518
	Iteration 0F: 2 clusters Score -1099872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1093305.375000 Penalty: 4472.311035
	Iteration 0F: 3 clusters Score -1093305 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1095032.250000 Penalty: 4472.311035
	Iteration 1F: 3 clusters Score -1095032 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1095312.000000 Penalty: 4472.311035
	Iteration 2F: 3 clusters Score -1095312 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1095524.375000 Penalty: 4472.311035
	Iteration 3F: 3 clusters Score -1095524 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1095666.625000 Penalty: 4472.311035
	Iteration 4Q: 3 clusters Score -1095667 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1095768.375000 Penalty: 4472.311035
	Iteration 5Q: 3 clusters Score -1095768 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1095870.875000 Penalty: 4472.311035
	Iteration 6Q: 3 clusters Score -1095871 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1095988.125000 Penalty: 4472.311035
	Iteration 7Q: 3 clusters Score -1095988 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1096110.500000 Penalty: 4472.311035
	Iteration 8Q: 3 clusters Score -1096110 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1096218.500000 Penalty: 4472.311035
	Iteration 9Q: 3 clusters Score -1096218 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1096335.000000 Penalty: 4472.311035
	Iteration 10Q: 3 clusters Score -1096335 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1096469.625000 Penalty: 4472.311035
	Iteration 11Q: 3 clusters Score -1096470 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1096626.625000 Penalty: 4472.311035
	Iteration 12Q: 3 clusters Score -1096627 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1096792.625000 Penalty: 4472.311035
	Iteration 13Q: 3 clusters Score -1096793 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1096966.250000 Penalty: 4472.311035
	Iteration 14Q: 3 clusters Score -1096966 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1097142.000000 Penalty: 4472.311035
	Iteration 15Q: 3 clusters Score -1097142 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1097319.375000 Penalty: 4472.311035
	Iteration 16Q: 3 clusters Score -1097319 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1097467.500000 Penalty: 4472.311035
	Iteration 17Q: 3 clusters Score -1097468 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1097590.875000 Penalty: 4472.311035
	Iteration 18Q: 3 clusters Score -1097591 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1097692.000000 Penalty: 4472.311035
	Iteration 19Q: 3 clusters Score -1097692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1097752.750000 Penalty: 4472.311035
	Iteration 20F: 3 clusters Score -1097753 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1097791.250000 Penalty: 4472.311035
	Iteration 21Q: 3 clusters Score -1097791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1097824.250000 Penalty: 4472.311035
	Iteration 22Q: 3 clusters Score -1097824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1097847.500000 Penalty: 4472.311035
	Iteration 23Q: 3 clusters Score -1097848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1097861.375000 Penalty: 4472.311035
	Iteration 24Q: 3 clusters Score -1097861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1097877.125000 Penalty: 4472.311035
	Iteration 25Q: 3 clusters Score -1097877 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1097893.250000 Penalty: 4472.311035
	Iteration 26Q: 3 clusters Score -1097893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1097902.500000 Penalty: 4472.311035
	Iteration 27Q: 3 clusters Score -1097902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1097909.750000 Penalty: 4472.311035
	Iteration 28Q: 3 clusters Score -1097910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1097920.500000 Penalty: 4472.311035
	Iteration 29Q: 3 clusters Score -1097920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1097931.875000 Penalty: 4472.311035
	Iteration 30Q: 3 clusters Score -1097932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1097938.250000 Penalty: 4472.311035
	Iteration 31Q: 3 clusters Score -1097938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1097945.750000 Penalty: 4472.311035
	Iteration 32Q: 3 clusters Score -1097946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1097952.125000 Penalty: 4472.311035
	Iteration 33Q: 3 clusters Score -1097952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1097954.625000 Penalty: 4472.311035
	Iteration 34Q: 3 clusters Score -1097955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1097955.750000 Penalty: 4472.311035
	Iteration 35Q: 3 clusters Score -1097956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1097955.875000 Penalty: 4472.311035
	Iteration 36Q: 3 clusters Score -1097956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1097956.375000 Penalty: 4472.311035
	Iteration 37Q: 3 clusters Score -1097956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1097956.375000 Penalty: 4472.311035
	Iteration 38F: 3 clusters Score -1097956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Entering Unmasked Estep 
Score: -3051858.500000 Penalty: 2478.572021
	Iteration 0F: 2 clusters Score -3051858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3036537.750000 Penalty: 4957.144043
	Iteration 0F: 3 clusters Score -3036538 nChanged 9688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3041628.500000 Penalty: 4957.144043
	Iteration 1F: 3 clusters Score -3041628 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -3041974.000000 Penalty: 4957.144043
	Iteration 2Q: 3 clusters Score -3041974 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -3042240.500000 Penalty: 4957.144043
	Iteration 3Q: 3 clusters Score -3042240 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -3042460.000000 Penalty: 4957.144043
	Iteration 4Q: 3 clusters Score -3042460 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -3042644.500000 Penalty: 4957.144043
	Iteration 5Q: 3 clusters Score -3042644 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -3042812.750000 Penalty: 4957.144043
	Iteration 6Q: 3 clusters Score -3042813 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -3042969.500000 Penalty: 4957.144043
	Iteration 7Q: 3 clusters Score -3042970 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -3043114.250000 Penalty: 4957.144043
	Iteration 8Q: 3 clusters Score -3043114 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -3043298.500000 Penalty: 4957.144043
	Iteration 9Q: 3 clusters Score -3043298 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -3043495.750000 Penalty: 4957.144043
	Iteration 10Q: 3 clusters Score -3043496 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3043723.000000 Penalty: 4957.144043
	Iteration 11Q: 3 clusters Score -3043723 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -3044057.000000 Penalty: 4957.144043
	Iteration 12Q: 3 clusters Score -3044057 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3044552.250000 Penalty: 4957.144043
	Iteration 13Q: 3 clusters Score -3044552 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3045259.250000 Penalty: 4957.144043
	Iteration 14F: 3 clusters Score -3045259 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3046208.750000 Penalty: 4957.144043
	Iteration 15F: 3 clusters Score -3046209 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3047190.500000 Penalty: 4957.144043
	Iteration 16F: 3 clusters Score -3047190 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3048122.750000 Penalty: 4957.144043
	Iteration 17Q: 3 clusters Score -3048123 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3048812.250000 Penalty: 4957.144043
	Iteration 18Q: 3 clusters Score -3048812 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3049237.000000 Penalty: 4957.144043
	Iteration 19Q: 3 clusters Score -3049237 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3049442.000000 Penalty: 4957.144043
	Iteration 20F: 3 clusters Score -3049442 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3049554.000000 Penalty: 4957.144043
	Iteration 21Q: 3 clusters Score -3049554 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3049618.000000 Penalty: 4957.144043
	Iteration 22Q: 3 clusters Score -3049618 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3049664.000000 Penalty: 4957.144043
	Iteration 23Q: 3 clusters Score -3049664 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3049708.250000 Penalty: 4957.144043
	Iteration 24Q: 3 clusters Score -3049708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -3049728.500000 Penalty: 4957.144043
	Iteration 25Q: 3 clusters Score -3049728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3049743.000000 Penalty: 4957.144043
	Iteration 26Q: 3 clusters Score -3049743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3049745.250000 Penalty: 4957.144043
	Iteration 27Q: 3 clusters Score -3049745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3049758.750000 Penalty: 4957.144043
	Iteration 28Q: 3 clusters Score -3049759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3049763.250000 Penalty: 4957.144043
	Iteration 29Q: 3 clusters Score -3049763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3049766.750000 Penalty: 4957.144043
	Iteration 30Q: 3 clusters Score -3049767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3049774.500000 Penalty: 4957.144043
	Iteration 31Q: 3 clusters Score -3049774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3049779.000000 Penalty: 4957.144043
	Iteration 32Q: 3 clusters Score -3049779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3049784.500000 Penalty: 4957.144043
	Iteration 33Q: 3 clusters Score -3049784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3049781.250000 Penalty: 4957.144043
	Iteration 34Q: 3 clusters Score -3049781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3049783.750000 Penalty: 4957.144043
	Iteration 35Q: 3 clusters Score -3049784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3049783.750000 Penalty: 4957.144043
	Iteration 36Q: 3 clusters Score -3049784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3049781.500000 Penalty: 4957.144043
	Iteration 37Q: 3 clusters Score -3049782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3049785.750000 Penalty: 4957.144043
	Iteration 38Q: 3 clusters Score -3049786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -3049792.000000 Penalty: 4957.144043
	Iteration 39Q: 3 clusters Score -3049792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3049789.000000 Penalty: 4957.144043
	Iteration 40F: 3 clusters Score -3049789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3049790.000000 Penalty: 4957.144043
	Iteration 41Q: 3 clusters Score -3049790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3049793.750000 Penalty: 4957.144043
	Iteration 42Q: 3 clusters Score -3049794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -3049793.750000 Penalty: 4957.144043
	Iteration 43F: 3 clusters Score -3049794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Entering Unmasked Estep 
Score: -407140.437500 Penalty: 1973.900513
	Iteration 0F: 2 clusters Score -407140.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -403997.125000 Penalty: 3947.801025
	Iteration 0F: 3 clusters Score -403997.1 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -404634.343750 Penalty: 3947.801025
	Iteration 1F: 3 clusters Score -404634.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -404761.000000 Penalty: 3947.801025
	Iteration 2F: 3 clusters Score -404761 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -404851.906250 Penalty: 3947.801025
	Iteration 3Q: 3 clusters Score -404851.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -404904.125000 Penalty: 3947.801025
	Iteration 4Q: 3 clusters Score -404904.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -404942.281250 Penalty: 3947.801025
	Iteration 5Q: 3 clusters Score -404942.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -404970.812500 Penalty: 3947.801025
	Iteration 6Q: 3 clusters Score -404970.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -404987.687500 Penalty: 3947.801025
	Iteration 7Q: 3 clusters Score -404987.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -404998.625000 Penalty: 3947.801025
	Iteration 8Q: 3 clusters Score -404998.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -405004.875000 Penalty: 3947.801025
	Iteration 9Q: 3 clusters Score -405004.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -405013.468750 Penalty: 3947.801025
	Iteration 10Q: 3 clusters Score -405013.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -405021.437500 Penalty: 3947.801025
	Iteration 11Q: 3 clusters Score -405021.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -405027.062500 Penalty: 3947.801025
	Iteration 12Q: 3 clusters Score -405027.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -405033.500000 Penalty: 3947.801025
	Iteration 13Q: 3 clusters Score -405033.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -405041.062500 Penalty: 3947.801025
	Iteration 14Q: 3 clusters Score -405041.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -405044.750000 Penalty: 3947.801025
	Iteration 15Q: 3 clusters Score -405044.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -405046.187500 Penalty: 3947.801025
	Iteration 16Q: 3 clusters Score -405046.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -405046.187500 Penalty: 3947.801025
	Iteration 17F: 3 clusters Score -405046.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Entering Unmasked Estep 
Score: -6473669.000000 Penalty: 2673.877686
	Iteration 0F: 2 clusters Score -6473669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -6441302.000000 Penalty: 5347.755371
	Iteration 0F: 3 clusters Score -6441302 nChanged 22106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -6453528.000000 Penalty: 5347.755371
	Iteration 1F: 3 clusters Score -6453528 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -6454205.500000 Penalty: 5347.755371
	Iteration 2Q: 3 clusters Score -6454206 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -6455061.500000 Penalty: 5347.755371
	Iteration 3Q: 3 clusters Score -6455062 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -6456102.500000 Penalty: 5347.755371
	Iteration 4Q: 3 clusters Score -6456102 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -6457553.000000 Penalty: 5347.755371
	Iteration 5F: 3 clusters Score -6457553 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -6459400.000000 Penalty: 5347.755371
	Iteration 6F: 3 clusters Score -6459400 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -6461245.500000 Penalty: 5347.755371
	Iteration 7F: 3 clusters Score -6461246 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -6462706.500000 Penalty: 5347.755371
	Iteration 8F: 3 clusters Score -6462706 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -6463742.500000 Penalty: 5347.755371
	Iteration 9Q: 3 clusters Score -6463742 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -6464366.500000 Penalty: 5347.755371
	Iteration 10Q: 3 clusters Score -6464366 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -6464712.000000 Penalty: 5347.755371
	Iteration 11Q: 3 clusters Score -6464712 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -6464933.500000 Penalty: 5347.755371
	Iteration 12Q: 3 clusters Score -6464934 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -6465083.000000 Penalty: 5347.755371
	Iteration 13Q: 3 clusters Score -6465083 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -6465226.500000 Penalty: 5347.755371
	Iteration 14Q: 3 clusters Score -6465226 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -6465388.000000 Penalty: 5347.755371
	Iteration 15Q: 3 clusters Score -6465388 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -6465516.000000 Penalty: 5347.755371
	Iteration 16Q: 3 clusters Score -6465516 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -6465614.000000 Penalty: 5347.755371
	Iteration 17Q: 3 clusters Score -6465614 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -6465785.500000 Penalty: 5347.755371
	Iteration 18Q: 3 clusters Score -6465786 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -6465984.500000 Penalty: 5347.755371
	Iteration 19Q: 3 clusters Score -6465984 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -6466211.500000 Penalty: 5347.755371
	Iteration 20F: 3 clusters Score -6466212 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -6466512.500000 Penalty: 5347.755371
	Iteration 21Q: 3 clusters Score -6466512 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -6466887.000000 Penalty: 5347.755371
	Iteration 22Q: 3 clusters Score -6466887 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -6467313.500000 Penalty: 5347.755371
	Iteration 23Q: 3 clusters Score -6467314 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -6467897.500000 Penalty: 5347.755371
	Iteration 24Q: 3 clusters Score -6467898 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -6468487.000000 Penalty: 5347.755371
	Iteration 25Q: 3 clusters Score -6468487 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -6469110.000000 Penalty: 5347.755371
	Iteration 26Q: 3 clusters Score -6469110 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -6469672.000000 Penalty: 5347.755371
	Iteration 27Q: 3 clusters Score -6469672 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -6470145.000000 Penalty: 5347.755371
	Iteration 28Q: 3 clusters Score -6470145 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -6470542.500000 Penalty: 5347.755371
	Iteration 29Q: 3 clusters Score -6470542 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -6470807.000000 Penalty: 5347.755371
	Iteration 30Q: 3 clusters Score -6470807 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -6470960.000000 Penalty: 5347.755371
	Iteration 31Q: 3 clusters Score -6470960 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -6471054.000000 Penalty: 5347.755371
	Iteration 32Q: 3 clusters Score -6471054 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 46686 members 
Entering Unmasked Estep 
Score: -6471157.000000 Penalty: 5347.755371
	Iteration 33Q: 3 clusters Score -6471157 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -6471209.000000 Penalty: 5347.755371
	Iteration 34Q: 3 clusters Score -6471209 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -6471272.000000 Penalty: 5347.755371
	Iteration 35Q: 3 clusters Score -6471272 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -6471324.500000 Penalty: 5347.755371
	Iteration 36Q: 3 clusters Score -6471324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -6471353.000000 Penalty: 5347.755371
	Iteration 37Q: 3 clusters Score -6471353 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -6471382.500000 Penalty: 5347.755371
	Iteration 38Q: 3 clusters Score -6471382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -6471384.500000 Penalty: 5347.755371
	Iteration 39Q: 3 clusters Score -6471384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -6471405.000000 Penalty: 5347.755371
	Iteration 40F: 3 clusters Score -6471405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -6471423.000000 Penalty: 5347.755371
	Iteration 41Q: 3 clusters Score -6471423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
Score: -6471429.000000 Penalty: 5347.755371
	Iteration 42Q: 3 clusters Score -6471429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -6471435.500000 Penalty: 5347.755371
	Iteration 43Q: 3 clusters Score -6471436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -6471442.500000 Penalty: 5347.755371
	Iteration 44Q: 3 clusters Score -6471442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -6471441.500000 Penalty: 5347.755371
	Iteration 45Q: 3 clusters Score -6471442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 47280 members 
Entering Unmasked Estep 
Score: -6471437.500000 Penalty: 5347.755371
	Iteration 46Q: 3 clusters Score -6471438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -6471444.500000 Penalty: 5347.755371
	Iteration 47Q: 3 clusters Score -6471444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -6471455.000000 Penalty: 5347.755371
	Iteration 48Q: 3 clusters Score -6471455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 47314 members 
Entering Unmasked Estep 
Score: -6471457.500000 Penalty: 5347.755371
	Iteration 49Q: 3 clusters Score -6471458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -6471452.500000 Penalty: 5347.755371
	Iteration 50Q: 3 clusters Score -6471452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -6471454.000000 Penalty: 5347.755371
	Iteration 51Q: 3 clusters Score -6471454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -6471453.000000 Penalty: 5347.755371
	Iteration 52Q: 3 clusters Score -6471453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -6471456.500000 Penalty: 5347.755371
	Iteration 53Q: 3 clusters Score -6471456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -6471455.000000 Penalty: 5347.755371
	Iteration 54Q: 3 clusters Score -6471455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 47348 members 
Entering Unmasked Estep 
Score: -6471456.000000 Penalty: 5347.755371
	Iteration 55Q: 3 clusters Score -6471456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -6471458.000000 Penalty: 5347.755371
	Iteration 56Q: 3 clusters Score -6471458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -6471453.500000 Penalty: 5347.755371
	Iteration 57Q: 3 clusters Score -6471454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 47351 members 
Entering Unmasked Estep 
Score: -6471460.500000 Penalty: 5347.755371
	Iteration 58Q: 3 clusters Score -6471460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 47353 members 
Entering Unmasked Estep 
Score: -6471461.000000 Penalty: 5347.755371
	Iteration 59Q: 3 clusters Score -6471461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -6471461.000000 Penalty: 5347.755371
	Iteration 60F: 3 clusters Score -6471461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -6471460.500000 Penalty: 5347.755371
	Iteration 61Q: 3 clusters Score -6471460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -6471464.500000 Penalty: 5347.755371
	Iteration 62Q: 3 clusters Score -6471464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -6471465.500000 Penalty: 5347.755371
	Iteration 63Q: 3 clusters Score -6471466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -6471470.500000 Penalty: 5347.755371
	Iteration 64Q: 3 clusters Score -6471470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -6471468.500000 Penalty: 5347.755371
	Iteration 65Q: 3 clusters Score -6471468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -6471469.500000 Penalty: 5347.755371
	Iteration 66Q: 3 clusters Score -6471470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -6471469.000000 Penalty: 5347.755371
	Iteration 67Q: 3 clusters Score -6471469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -6471469.000000 Penalty: 5347.755371
	Iteration 68F: 3 clusters Score -6471469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -78191.507812 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -78191.51 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 282 members 
Entering Unmasked Estep 
Score: -76625.960938 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -76625.96 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76957.289062 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -76957.29 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -77088.859375 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -77088.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -77153.648438 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -77153.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77233.328125 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -77233.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -77291.179688 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -77291.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77337.312500 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -77337.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77357.578125 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -77357.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77377.320312 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -77377.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77425.406250 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -77425.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77438.718750 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -77438.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -77452.664062 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -77452.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77470.289062 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -77470.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77496.664062 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -77496.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77499.078125 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -77499.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -77499.078125 Penalty: 3167.056396
	Iteration 15F: 3 clusters Score -77499.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Entering Unmasked Estep 
Score: -4241146.000000 Penalty: 2568.223633
	Iteration 0F: 2 clusters Score -4241146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -4219666.000000 Penalty: 5136.447266
	Iteration 0F: 3 clusters Score -4219666 nChanged 14220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -4227673.000000 Penalty: 5136.447266
	Iteration 1F: 3 clusters Score -4227673 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -4228431.000000 Penalty: 5136.447266
	Iteration 2F: 3 clusters Score -4228431 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -4229242.000000 Penalty: 5136.447266
	Iteration 3F: 3 clusters Score -4229242 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -4230129.500000 Penalty: 5136.447266
	Iteration 4F: 3 clusters Score -4230130 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -4230920.000000 Penalty: 5136.447266
	Iteration 5F: 3 clusters Score -4230920 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -4231699.500000 Penalty: 5136.447266
	Iteration 6F: 3 clusters Score -4231700 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -4232302.500000 Penalty: 5136.447266
	Iteration 7Q: 3 clusters Score -4232302 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -4232735.000000 Penalty: 5136.447266
	Iteration 8Q: 3 clusters Score -4232735 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -4233129.000000 Penalty: 5136.447266
	Iteration 9Q: 3 clusters Score -4233129 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -4233398.000000 Penalty: 5136.447266
	Iteration 10Q: 3 clusters Score -4233398 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -4233590.000000 Penalty: 5136.447266
	Iteration 11Q: 3 clusters Score -4233590 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4233712.000000 Penalty: 5136.447266
	Iteration 12Q: 3 clusters Score -4233712 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4233840.500000 Penalty: 5136.447266
	Iteration 13Q: 3 clusters Score -4233840 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -4233991.500000 Penalty: 5136.447266
	Iteration 14Q: 3 clusters Score -4233992 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -4234134.000000 Penalty: 5136.447266
	Iteration 15Q: 3 clusters Score -4234134 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -4234279.500000 Penalty: 5136.447266
	Iteration 16Q: 3 clusters Score -4234280 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -4234475.500000 Penalty: 5136.447266
	Iteration 17Q: 3 clusters Score -4234476 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -4234728.500000 Penalty: 5136.447266
	Iteration 18Q: 3 clusters Score -4234728 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -4235021.000000 Penalty: 5136.447266
	Iteration 19Q: 3 clusters Score -4235021 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -4235338.000000 Penalty: 5136.447266
	Iteration 20F: 3 clusters Score -4235338 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -4235729.500000 Penalty: 5136.447266
	Iteration 21Q: 3 clusters Score -4235730 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -4236167.500000 Penalty: 5136.447266
	Iteration 22Q: 3 clusters Score -4236168 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -4236619.000000 Penalty: 5136.447266
	Iteration 23Q: 3 clusters Score -4236619 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -4237079.000000 Penalty: 5136.447266
	Iteration 24Q: 3 clusters Score -4237079 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4237502.000000 Penalty: 5136.447266
	Iteration 25Q: 3 clusters Score -4237502 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4237880.000000 Penalty: 5136.447266
	Iteration 26Q: 3 clusters Score -4237880 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -4238177.500000 Penalty: 5136.447266
	Iteration 27Q: 3 clusters Score -4238178 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4238410.500000 Penalty: 5136.447266
	Iteration 28Q: 3 clusters Score -4238410 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -4238575.500000 Penalty: 5136.447266
	Iteration 29Q: 3 clusters Score -4238576 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4238706.000000 Penalty: 5136.447266
	Iteration 30Q: 3 clusters Score -4238706 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4238805.000000 Penalty: 5136.447266
	Iteration 31Q: 3 clusters Score -4238805 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4238887.500000 Penalty: 5136.447266
	Iteration 32Q: 3 clusters Score -4238888 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4238954.000000 Penalty: 5136.447266
	Iteration 33Q: 3 clusters Score -4238954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4238997.000000 Penalty: 5136.447266
	Iteration 34Q: 3 clusters Score -4238997 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4239027.000000 Penalty: 5136.447266
	Iteration 35Q: 3 clusters Score -4239027 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4239049.500000 Penalty: 5136.447266
	Iteration 36Q: 3 clusters Score -4239050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -4239065.500000 Penalty: 5136.447266
	Iteration 37Q: 3 clusters Score -4239066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4239085.500000 Penalty: 5136.447266
	Iteration 38Q: 3 clusters Score -4239086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4239097.500000 Penalty: 5136.447266
	Iteration 39Q: 3 clusters Score -4239098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4239101.500000 Penalty: 5136.447266
	Iteration 40F: 3 clusters Score -4239102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4239113.500000 Penalty: 5136.447266
	Iteration 41Q: 3 clusters Score -4239114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4239123.500000 Penalty: 5136.447266
	Iteration 42Q: 3 clusters Score -4239124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4239127.000000 Penalty: 5136.447266
	Iteration 43Q: 3 clusters Score -4239127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4239129.500000 Penalty: 5136.447266
	Iteration 44Q: 3 clusters Score -4239130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30814 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4239136.500000 Penalty: 5136.447266
	Iteration 45Q: 3 clusters Score -4239136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4239138.500000 Penalty: 5136.447266
	Iteration 46Q: 3 clusters Score -4239138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4239140.500000 Penalty: 5136.447266
	Iteration 47Q: 3 clusters Score -4239140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4239151.500000 Penalty: 5136.447266
	Iteration 48Q: 3 clusters Score -4239152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4239150.000000 Penalty: 5136.447266
	Iteration 49Q: 3 clusters Score -4239150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -4239149.000000 Penalty: 5136.447266
	Iteration 50Q: 3 clusters Score -4239149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4239154.000000 Penalty: 5136.447266
	Iteration 51Q: 3 clusters Score -4239154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4239151.500000 Penalty: 5136.447266
	Iteration 52Q: 3 clusters Score -4239152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4239157.500000 Penalty: 5136.447266
	Iteration 53Q: 3 clusters Score -4239158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4239157.500000 Penalty: 5136.447266
	Iteration 54F: 3 clusters Score -4239158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -151554.828125 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -151554.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -149553.562500 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -149553.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -149825.937500 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -149825.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149899.796875 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -149899.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -149928.812500 Penalty: 3480.238281
	Iteration 3Q: 3 clusters Score -149928.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -149949.859375 Penalty: 3480.238281
	Iteration 4Q: 3 clusters Score -149949.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -149970.750000 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -149970.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -149975.812500 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -149975.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -149982.093750 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -149982.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -149987.453125 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -149987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -149989.218750 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -149989.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -149990.796875 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -149990.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -149990.796875 Penalty: 3480.238281
	Iteration 11F: 3 clusters Score -149990.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Entering Unmasked Estep 
Score: -3581533.250000 Penalty: 2544.447266
	Iteration 0F: 2 clusters Score -3581533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -3562099.000000 Penalty: 5088.894531
	Iteration 0F: 3 clusters Score -3562099 nChanged 12934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3570410.000000 Penalty: 5088.894531
	Iteration 1F: 3 clusters Score -3570410 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -3572645.750000 Penalty: 5088.894531
	Iteration 2F: 3 clusters Score -3572646 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3575190.500000 Penalty: 5088.894531
	Iteration 3F: 3 clusters Score -3575190 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -3577191.000000 Penalty: 5088.894531
	Iteration 4F: 3 clusters Score -3577191 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -3578267.250000 Penalty: 5088.894531
	Iteration 5F: 3 clusters Score -3578267 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3578736.750000 Penalty: 5088.894531
	Iteration 6Q: 3 clusters Score -3578737 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3578977.000000 Penalty: 5088.894531
	Iteration 7Q: 3 clusters Score -3578977 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3579107.250000 Penalty: 5088.894531
	Iteration 8Q: 3 clusters Score -3579107 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -3579206.500000 Penalty: 5088.894531
	Iteration 9Q: 3 clusters Score -3579206 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3579272.500000 Penalty: 5088.894531
	Iteration 10Q: 3 clusters Score -3579272 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -3579345.250000 Penalty: 5088.894531
	Iteration 11Q: 3 clusters Score -3579345 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -3579388.000000 Penalty: 5088.894531
	Iteration 12Q: 3 clusters Score -3579388 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -3579447.250000 Penalty: 5088.894531
	Iteration 13Q: 3 clusters Score -3579447 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -3579510.500000 Penalty: 5088.894531
	Iteration 14Q: 3 clusters Score -3579510 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -3579587.250000 Penalty: 5088.894531
	Iteration 15Q: 3 clusters Score -3579587 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -3579661.000000 Penalty: 5088.894531
	Iteration 16Q: 3 clusters Score -3579661 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3579724.000000 Penalty: 5088.894531
	Iteration 17Q: 3 clusters Score -3579724 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -3579807.000000 Penalty: 5088.894531
	Iteration 18Q: 3 clusters Score -3579807 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -3579869.500000 Penalty: 5088.894531
	Iteration 19Q: 3 clusters Score -3579870 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -3579954.000000 Penalty: 5088.894531
	Iteration 20F: 3 clusters Score -3579954 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -3580029.500000 Penalty: 5088.894531
	Iteration 21Q: 3 clusters Score -3580030 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -3580108.750000 Penalty: 5088.894531
	Iteration 22Q: 3 clusters Score -3580109 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3580230.000000 Penalty: 5088.894531
	Iteration 23Q: 3 clusters Score -3580230 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -3580346.250000 Penalty: 5088.894531
	Iteration 24Q: 3 clusters Score -3580346 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -3580474.750000 Penalty: 5088.894531
	Iteration 25Q: 3 clusters Score -3580475 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -3580585.500000 Penalty: 5088.894531
	Iteration 26Q: 3 clusters Score -3580586 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -3580688.750000 Penalty: 5088.894531
	Iteration 27Q: 3 clusters Score -3580689 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -3580770.250000 Penalty: 5088.894531
	Iteration 28Q: 3 clusters Score -3580770 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3580837.500000 Penalty: 5088.894531
	Iteration 29Q: 3 clusters Score -3580838 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3580875.250000 Penalty: 5088.894531
	Iteration 30Q: 3 clusters Score -3580875 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3580924.250000 Penalty: 5088.894531
	Iteration 31Q: 3 clusters Score -3580924 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3580939.750000 Penalty: 5088.894531
	Iteration 32Q: 3 clusters Score -3580940 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3580976.750000 Penalty: 5088.894531
	Iteration 33Q: 3 clusters Score -3580977 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3580998.250000 Penalty: 5088.894531
	Iteration 34Q: 3 clusters Score -3580998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3581014.000000 Penalty: 5088.894531
	Iteration 35Q: 3 clusters Score -3581014 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3581041.750000 Penalty: 5088.894531
	Iteration 36Q: 3 clusters Score -3581042 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -3581041.000000 Penalty: 5088.894531
	Iteration 37Q: 3 clusters Score -3581041 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -3581044.500000 Penalty: 5088.894531
	Iteration 38Q: 3 clusters Score -3581044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3581056.500000 Penalty: 5088.894531
	Iteration 39Q: 3 clusters Score -3581056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -3581064.500000 Penalty: 5088.894531
	Iteration 40F: 3 clusters Score -3581064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -3581070.500000 Penalty: 5088.894531
	Iteration 41Q: 3 clusters Score -3581070 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3581071.250000 Penalty: 5088.894531
	Iteration 42Q: 3 clusters Score -3581071 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3581085.250000 Penalty: 5088.894531
	Iteration 43Q: 3 clusters Score -3581085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3581085.500000 Penalty: 5088.894531
	Iteration 44Q: 3 clusters Score -3581086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3581078.000000 Penalty: 5088.894531
	Iteration 45Q: 3 clusters Score -3581078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3581073.750000 Penalty: 5088.894531
	Iteration 46Q: 3 clusters Score -3581074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3581087.250000 Penalty: 5088.894531
	Iteration 47Q: 3 clusters Score -3581087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3581090.500000 Penalty: 5088.894531
	Iteration 48Q: 3 clusters Score -3581090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -3581092.250000 Penalty: 5088.894531
	Iteration 49Q: 3 clusters Score -3581092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3581091.500000 Penalty: 5088.894531
	Iteration 50Q: 3 clusters Score -3581092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3581090.000000 Penalty: 5088.894531
	Iteration 51Q: 3 clusters Score -3581090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -3581096.250000 Penalty: 5088.894531
	Iteration 52Q: 3 clusters Score -3581096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3581094.250000 Penalty: 5088.894531
	Iteration 53Q: 3 clusters Score -3581094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3581094.000000 Penalty: 5088.894531
	Iteration 54Q: 3 clusters Score -3581094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -3581092.250000 Penalty: 5088.894531
	Iteration 55Q: 3 clusters Score -3581092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3581092.250000 Penalty: 5088.894531
	Iteration 56Q: 3 clusters Score -3581092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3581095.000000 Penalty: 5088.894531
	Iteration 57Q: 3 clusters Score -3581095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3581093.500000 Penalty: 5088.894531
	Iteration 58Q: 3 clusters Score -3581094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3581095.000000 Penalty: 5088.894531
	Iteration 59Q: 3 clusters Score -3581095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -3581092.500000 Penalty: 5088.894531
	Iteration 60F: 3 clusters Score -3581092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -3581091.500000 Penalty: 5088.894531
	Iteration 61Q: 3 clusters Score -3581092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3581096.250000 Penalty: 5088.894531
	Iteration 62Q: 3 clusters Score -3581096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3581093.500000 Penalty: 5088.894531
	Iteration 63Q: 3 clusters Score -3581094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3581094.750000 Penalty: 5088.894531
	Iteration 64Q: 3 clusters Score -3581095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3581094.000000 Penalty: 5088.894531
	Iteration 65Q: 3 clusters Score -3581094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -3581090.000000 Penalty: 5088.894531
	Iteration 66Q: 3 clusters Score -3581090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3581091.000000 Penalty: 5088.894531
	Iteration 67Q: 3 clusters Score -3581091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -3581092.000000 Penalty: 5088.894531
	Iteration 68Q: 3 clusters Score -3581092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3581096.500000 Penalty: 5088.894531
	Iteration 69Q: 3 clusters Score -3581096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3581100.000000 Penalty: 5088.894531
	Iteration 70Q: 3 clusters Score -3581100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3581100.750000 Penalty: 5088.894531
	Iteration 71Q: 3 clusters Score -3581101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3581099.250000 Penalty: 5088.894531
	Iteration 72Q: 3 clusters Score -3581099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3581097.000000 Penalty: 5088.894531
	Iteration 73Q: 3 clusters Score -3581097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -3581103.500000 Penalty: 5088.894531
	Iteration 74Q: 3 clusters Score -3581104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -3581104.250000 Penalty: 5088.894531
	Iteration 75Q: 3 clusters Score -3581104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -3581104.500000 Penalty: 5088.894531
	Iteration 76Q: 3 clusters Score -3581104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3581102.250000 Penalty: 5088.894531
	Iteration 77Q: 3 clusters Score -3581102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -3581110.750000 Penalty: 5088.894531
	Iteration 78Q: 3 clusters Score -3581111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3581109.250000 Penalty: 5088.894531
	Iteration 79Q: 3 clusters Score -3581109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -3581101.750000 Penalty: 5088.894531
	Iteration 80F: 3 clusters Score -3581102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3581104.000000 Penalty: 5088.894531
	Iteration 81Q: 3 clusters Score -3581104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -3581107.000000 Penalty: 5088.894531
	Iteration 82Q: 3 clusters Score -3581107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3581110.500000 Penalty: 5088.894531
	Iteration 83Q: 3 clusters Score -3581110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3581106.500000 Penalty: 5088.894531
	Iteration 84Q: 3 clusters Score -3581106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3581108.250000 Penalty: 5088.894531
	Iteration 85Q: 3 clusters Score -3581108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3581109.500000 Penalty: 5088.894531
	Iteration 86Q: 3 clusters Score -3581110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -3581106.250000 Penalty: 5088.894531
	Iteration 87Q: 3 clusters Score -3581106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -3581111.750000 Penalty: 5088.894531
	Iteration 88Q: 3 clusters Score -3581112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -3581107.250000 Penalty: 5088.894531
	Iteration 89Q: 3 clusters Score -3581107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3581108.500000 Penalty: 5088.894531
	Iteration 90Q: 3 clusters Score -3581108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3581105.000000 Penalty: 5088.894531
	Iteration 91Q: 3 clusters Score -3581105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -3581105.000000 Penalty: 5088.894531
	Iteration 92F: 3 clusters Score -3581105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Entering Unmasked Estep 
Score: -1293422.875000 Penalty: 2262.648682
	Iteration 0F: 2 clusters Score -1293423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1286242.125000 Penalty: 4525.297363
	Iteration 0F: 3 clusters Score -1286242 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1288253.000000 Penalty: 4525.297363
	Iteration 1F: 3 clusters Score -1288253 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1288513.125000 Penalty: 4525.297363
	Iteration 2F: 3 clusters Score -1288513 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1288703.500000 Penalty: 4525.297363
	Iteration 3Q: 3 clusters Score -1288704 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1288858.000000 Penalty: 4525.297363
	Iteration 4Q: 3 clusters Score -1288858 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1288986.500000 Penalty: 4525.297363
	Iteration 5Q: 3 clusters Score -1288986 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1289081.250000 Penalty: 4525.297363
	Iteration 6Q: 3 clusters Score -1289081 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1289174.875000 Penalty: 4525.297363
	Iteration 7Q: 3 clusters Score -1289175 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1289268.750000 Penalty: 4525.297363
	Iteration 8Q: 3 clusters Score -1289269 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1289367.000000 Penalty: 4525.297363
	Iteration 9Q: 3 clusters Score -1289367 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1289464.000000 Penalty: 4525.297363
	Iteration 10Q: 3 clusters Score -1289464 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1289566.750000 Penalty: 4525.297363
	Iteration 11Q: 3 clusters Score -1289567 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1289673.250000 Penalty: 4525.297363
	Iteration 12Q: 3 clusters Score -1289673 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1289769.625000 Penalty: 4525.297363
	Iteration 13Q: 3 clusters Score -1289770 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1289894.875000 Penalty: 4525.297363
	Iteration 14Q: 3 clusters Score -1289895 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1290064.375000 Penalty: 4525.297363
	Iteration 15Q: 3 clusters Score -1290064 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1290272.625000 Penalty: 4525.297363
	Iteration 16Q: 3 clusters Score -1290273 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1290476.375000 Penalty: 4525.297363
	Iteration 17Q: 3 clusters Score -1290476 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1290642.500000 Penalty: 4525.297363
	Iteration 18Q: 3 clusters Score -1290642 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1290755.625000 Penalty: 4525.297363
	Iteration 19Q: 3 clusters Score -1290756 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1290831.625000 Penalty: 4525.297363
	Iteration 20F: 3 clusters Score -1290832 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1290887.750000 Penalty: 4525.297363
	Iteration 21Q: 3 clusters Score -1290888 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1290924.125000 Penalty: 4525.297363
	Iteration 22Q: 3 clusters Score -1290924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1290945.875000 Penalty: 4525.297363
	Iteration 23Q: 3 clusters Score -1290946 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1290960.125000 Penalty: 4525.297363
	Iteration 24Q: 3 clusters Score -1290960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1290978.125000 Penalty: 4525.297363
	Iteration 25Q: 3 clusters Score -1290978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1290996.625000 Penalty: 4525.297363
	Iteration 26Q: 3 clusters Score -1290997 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1291015.625000 Penalty: 4525.297363
	Iteration 27Q: 3 clusters Score -1291016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -1291030.375000 Penalty: 4525.297363
	Iteration 28Q: 3 clusters Score -1291030 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1291048.500000 Penalty: 4525.297363
	Iteration 29Q: 3 clusters Score -1291048 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1291064.250000 Penalty: 4525.297363
	Iteration 30Q: 3 clusters Score -1291064 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1291078.000000 Penalty: 4525.297363
	Iteration 31Q: 3 clusters Score -1291078 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1291088.250000 Penalty: 4525.297363
	Iteration 32Q: 3 clusters Score -1291088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1291097.250000 Penalty: 4525.297363
	Iteration 33Q: 3 clusters Score -1291097 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1291108.375000 Penalty: 4525.297363
	Iteration 34Q: 3 clusters Score -1291108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1291114.750000 Penalty: 4525.297363
	Iteration 35Q: 3 clusters Score -1291115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1291126.125000 Penalty: 4525.297363
	Iteration 36Q: 3 clusters Score -1291126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1291129.000000 Penalty: 4525.297363
	Iteration 37Q: 3 clusters Score -1291129 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1291140.250000 Penalty: 4525.297363
	Iteration 38Q: 3 clusters Score -1291140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1291150.250000 Penalty: 4525.297363
	Iteration 39Q: 3 clusters Score -1291150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1291159.875000 Penalty: 4525.297363
	Iteration 40F: 3 clusters Score -1291160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1291163.750000 Penalty: 4525.297363
	Iteration 41Q: 3 clusters Score -1291164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1291171.000000 Penalty: 4525.297363
	Iteration 42Q: 3 clusters Score -1291171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1291179.125000 Penalty: 4525.297363
	Iteration 43Q: 3 clusters Score -1291179 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1291187.500000 Penalty: 4525.297363
	Iteration 44Q: 3 clusters Score -1291188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1291194.500000 Penalty: 4525.297363
	Iteration 45Q: 3 clusters Score -1291194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1291200.250000 Penalty: 4525.297363
	Iteration 46Q: 3 clusters Score -1291200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1291207.625000 Penalty: 4525.297363
	Iteration 47Q: 3 clusters Score -1291208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1291218.125000 Penalty: 4525.297363
	Iteration 48Q: 3 clusters Score -1291218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1291225.000000 Penalty: 4525.297363
	Iteration 49Q: 3 clusters Score -1291225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1291231.750000 Penalty: 4525.297363
	Iteration 50Q: 3 clusters Score -1291232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1291241.000000 Penalty: 4525.297363
	Iteration 51Q: 3 clusters Score -1291241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1291247.750000 Penalty: 4525.297363
	Iteration 52Q: 3 clusters Score -1291248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1291257.125000 Penalty: 4525.297363
	Iteration 53Q: 3 clusters Score -1291257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1291261.250000 Penalty: 4525.297363
	Iteration 54Q: 3 clusters Score -1291261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1291267.375000 Penalty: 4525.297363
	Iteration 55Q: 3 clusters Score -1291267 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1291273.375000 Penalty: 4525.297363
	Iteration 56Q: 3 clusters Score -1291273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1291285.500000 Penalty: 4525.297363
	Iteration 57Q: 3 clusters Score -1291286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1291296.625000 Penalty: 4525.297363
	Iteration 58Q: 3 clusters Score -1291297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1291309.375000 Penalty: 4525.297363
	Iteration 59Q: 3 clusters Score -1291309 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1291319.875000 Penalty: 4525.297363
	Iteration 60F: 3 clusters Score -1291320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1291341.750000 Penalty: 4525.297363
	Iteration 61Q: 3 clusters Score -1291342 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1291357.250000 Penalty: 4525.297363
	Iteration 62Q: 3 clusters Score -1291357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1291370.125000 Penalty: 4525.297363
	Iteration 63Q: 3 clusters Score -1291370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1291383.625000 Penalty: 4525.297363
	Iteration 64Q: 3 clusters Score -1291384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1291394.375000 Penalty: 4525.297363
	Iteration 65Q: 3 clusters Score -1291394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1291400.375000 Penalty: 4525.297363
	Iteration 66Q: 3 clusters Score -1291400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1291406.125000 Penalty: 4525.297363
	Iteration 67Q: 3 clusters Score -1291406 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1291413.000000 Penalty: 4525.297363
	Iteration 68Q: 3 clusters Score -1291413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -1291418.625000 Penalty: 4525.297363
	Iteration 69Q: 3 clusters Score -1291419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1291425.500000 Penalty: 4525.297363
	Iteration 70Q: 3 clusters Score -1291426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1291429.875000 Penalty: 4525.297363
	Iteration 71Q: 3 clusters Score -1291430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1291430.250000 Penalty: 4525.297363
	Iteration 72Q: 3 clusters Score -1291430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1291435.875000 Penalty: 4525.297363
	Iteration 73Q: 3 clusters Score -1291436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1291436.000000 Penalty: 4525.297363
	Iteration 74Q: 3 clusters Score -1291436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1291436.750000 Penalty: 4525.297363
	Iteration 75Q: 3 clusters Score -1291437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1291439.500000 Penalty: 4525.297363
	Iteration 76Q: 3 clusters Score -1291440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1291446.250000 Penalty: 4525.297363
	Iteration 77Q: 3 clusters Score -1291446 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1291451.375000 Penalty: 4525.297363
	Iteration 78Q: 3 clusters Score -1291451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1291456.375000 Penalty: 4525.297363
	Iteration 79Q: 3 clusters Score -1291456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1291460.875000 Penalty: 4525.297363
	Iteration 80F: 3 clusters Score -1291461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1291467.750000 Penalty: 4525.297363
	Iteration 81Q: 3 clusters Score -1291468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1291472.375000 Penalty: 4525.297363
	Iteration 82Q: 3 clusters Score -1291472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1291474.625000 Penalty: 4525.297363
	Iteration 83Q: 3 clusters Score -1291475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1291476.125000 Penalty: 4525.297363
	Iteration 84Q: 3 clusters Score -1291476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1291479.125000 Penalty: 4525.297363
	Iteration 85Q: 3 clusters Score -1291479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1291481.375000 Penalty: 4525.297363
	Iteration 86Q: 3 clusters Score -1291481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1291482.000000 Penalty: 4525.297363
	Iteration 87Q: 3 clusters Score -1291482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1291488.500000 Penalty: 4525.297363
	Iteration 88Q: 3 clusters Score -1291488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1291490.375000 Penalty: 4525.297363
	Iteration 89Q: 3 clusters Score -1291490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1291489.625000 Penalty: 4525.297363
	Iteration 90Q: 3 clusters Score -1291490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1291490.625000 Penalty: 4525.297363
	Iteration 91Q: 3 clusters Score -1291491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1291495.500000 Penalty: 4525.297363
	Iteration 92Q: 3 clusters Score -1291496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1291497.375000 Penalty: 4525.297363
	Iteration 93Q: 3 clusters Score -1291497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1291496.250000 Penalty: 4525.297363
	Iteration 94Q: 3 clusters Score -1291496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1291499.500000 Penalty: 4525.297363
	Iteration 95Q: 3 clusters Score -1291500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1291499.750000 Penalty: 4525.297363
	Iteration 96Q: 3 clusters Score -1291500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1291501.375000 Penalty: 4525.297363
	Iteration 97Q: 3 clusters Score -1291501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1291504.000000 Penalty: 4525.297363
	Iteration 98Q: 3 clusters Score -1291504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1291505.000000 Penalty: 4525.297363
	Iteration 99Q: 3 clusters Score -1291505 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1291502.625000 Penalty: 4525.297363
	Iteration 100F: 3 clusters Score -1291503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1291509.375000 Penalty: 4525.297363
	Iteration 101Q: 3 clusters Score -1291509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1291510.750000 Penalty: 4525.297363
	Iteration 102Q: 3 clusters Score -1291511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1291511.375000 Penalty: 4525.297363
	Iteration 103Q: 3 clusters Score -1291511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1291511.375000 Penalty: 4525.297363
	Iteration 104Q: 3 clusters Score -1291511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1291513.750000 Penalty: 4525.297363
	Iteration 105Q: 3 clusters Score -1291514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1291514.625000 Penalty: 4525.297363
	Iteration 106Q: 3 clusters Score -1291515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1291516.500000 Penalty: 4525.297363
	Iteration 107Q: 3 clusters Score -1291516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1291520.625000 Penalty: 4525.297363
	Iteration 108Q: 3 clusters Score -1291521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1291523.000000 Penalty: 4525.297363
	Iteration 109Q: 3 clusters Score -1291523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1291525.750000 Penalty: 4525.297363
	Iteration 110Q: 3 clusters Score -1291526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1291527.375000 Penalty: 4525.297363
	Iteration 111Q: 3 clusters Score -1291527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1291528.750000 Penalty: 4525.297363
	Iteration 112Q: 3 clusters Score -1291529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1291529.500000 Penalty: 4525.297363
	Iteration 113Q: 3 clusters Score -1291530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1291529.500000 Penalty: 4525.297363
	Iteration 114Q: 3 clusters Score -1291530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1291534.375000 Penalty: 4525.297363
	Iteration 115Q: 3 clusters Score -1291534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1291533.375000 Penalty: 4525.297363
	Iteration 116Q: 3 clusters Score -1291533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1291536.250000 Penalty: 4525.297363
	Iteration 117Q: 3 clusters Score -1291536 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1291539.750000 Penalty: 4525.297363
	Iteration 118Q: 3 clusters Score -1291540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1291544.000000 Penalty: 4525.297363
	Iteration 119Q: 3 clusters Score -1291544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1291551.750000 Penalty: 4525.297363
	Iteration 120F: 3 clusters Score -1291552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1291557.500000 Penalty: 4525.297363
	Iteration 121Q: 3 clusters Score -1291558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1291563.625000 Penalty: 4525.297363
	Iteration 122Q: 3 clusters Score -1291564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1291566.750000 Penalty: 4525.297363
	Iteration 123Q: 3 clusters Score -1291567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1291569.000000 Penalty: 4525.297363
	Iteration 124Q: 3 clusters Score -1291569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1291571.250000 Penalty: 4525.297363
	Iteration 125Q: 3 clusters Score -1291571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1291570.250000 Penalty: 4525.297363
	Iteration 126Q: 3 clusters Score -1291570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1291571.250000 Penalty: 4525.297363
	Iteration 127Q: 3 clusters Score -1291571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1291570.250000 Penalty: 4525.297363
	Iteration 128Q: 3 clusters Score -1291570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1291570.750000 Penalty: 4525.297363
	Iteration 129Q: 3 clusters Score -1291571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1291573.875000 Penalty: 4525.297363
	Iteration 130Q: 3 clusters Score -1291574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1291573.000000 Penalty: 4525.297363
	Iteration 131Q: 3 clusters Score -1291573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1291572.250000 Penalty: 4525.297363
	Iteration 132Q: 3 clusters Score -1291572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1291572.375000 Penalty: 4525.297363
	Iteration 133Q: 3 clusters Score -1291572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1291574.625000 Penalty: 4525.297363
	Iteration 134Q: 3 clusters Score -1291575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1291573.750000 Penalty: 4525.297363
	Iteration 135Q: 3 clusters Score -1291574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1291574.500000 Penalty: 4525.297363
	Iteration 136Q: 3 clusters Score -1291574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1291576.500000 Penalty: 4525.297363
	Iteration 137Q: 3 clusters Score -1291576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1291576.375000 Penalty: 4525.297363
	Iteration 138Q: 3 clusters Score -1291576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1291578.125000 Penalty: 4525.297363
	Iteration 139Q: 3 clusters Score -1291578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1291579.375000 Penalty: 4525.297363
	Iteration 140F: 3 clusters Score -1291579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1291578.500000 Penalty: 4525.297363
	Iteration 141Q: 3 clusters Score -1291578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1291578.625000 Penalty: 4525.297363
	Iteration 142Q: 3 clusters Score -1291579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1291580.250000 Penalty: 4525.297363
	Iteration 143Q: 3 clusters Score -1291580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1291582.750000 Penalty: 4525.297363
	Iteration 144Q: 3 clusters Score -1291583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1291586.000000 Penalty: 4525.297363
	Iteration 145Q: 3 clusters Score -1291586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1291591.125000 Penalty: 4525.297363
	Iteration 146Q: 3 clusters Score -1291591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1291591.875000 Penalty: 4525.297363
	Iteration 147Q: 3 clusters Score -1291592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1291596.000000 Penalty: 4525.297363
	Iteration 148Q: 3 clusters Score -1291596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1291598.000000 Penalty: 4525.297363
	Iteration 149Q: 3 clusters Score -1291598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1291598.750000 Penalty: 4525.297363
	Iteration 150Q: 3 clusters Score -1291599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1291603.500000 Penalty: 4525.297363
	Iteration 151Q: 3 clusters Score -1291604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1291606.500000 Penalty: 4525.297363
	Iteration 152Q: 3 clusters Score -1291606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1291607.125000 Penalty: 4525.297363
	Iteration 153Q: 3 clusters Score -1291607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1291606.375000 Penalty: 4525.297363
	Iteration 154Q: 3 clusters Score -1291606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1291609.000000 Penalty: 4525.297363
	Iteration 155Q: 3 clusters Score -1291609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1291610.375000 Penalty: 4525.297363
	Iteration 156Q: 3 clusters Score -1291610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1291611.750000 Penalty: 4525.297363
	Iteration 157Q: 3 clusters Score -1291612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1291612.000000 Penalty: 4525.297363
	Iteration 158Q: 3 clusters Score -1291612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1291612.000000 Penalty: 4525.297363
	Iteration 159F: 3 clusters Score -1291612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Entering Unmasked Estep 
Score: -757759.625000 Penalty: 2143.187744
	Iteration 0F: 2 clusters Score -757759.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -752845.000000 Penalty: 4286.375488
	Iteration 0F: 3 clusters Score -752845 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -754044.750000 Penalty: 4286.375488
	Iteration 1F: 3 clusters Score -754044.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -754289.187500 Penalty: 4286.375488
	Iteration 2F: 3 clusters Score -754289.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -754512.000000 Penalty: 4286.375488
	Iteration 3F: 3 clusters Score -754512 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -754777.125000 Penalty: 4286.375488
	Iteration 4Q: 3 clusters Score -754777.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -755038.437500 Penalty: 4286.375488
	Iteration 5F: 3 clusters Score -755038.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -755285.000000 Penalty: 4286.375488
	Iteration 6F: 3 clusters Score -755285 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -755534.187500 Penalty: 4286.375488
	Iteration 7F: 3 clusters Score -755534.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -755756.375000 Penalty: 4286.375488
	Iteration 8Q: 3 clusters Score -755756.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -755888.562500 Penalty: 4286.375488
	Iteration 9Q: 3 clusters Score -755888.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -755977.062500 Penalty: 4286.375488
	Iteration 10Q: 3 clusters Score -755977.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -756023.937500 Penalty: 4286.375488
	Iteration 11Q: 3 clusters Score -756023.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -756055.312500 Penalty: 4286.375488
	Iteration 12Q: 3 clusters Score -756055.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -756074.500000 Penalty: 4286.375488
	Iteration 13Q: 3 clusters Score -756074.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -756082.687500 Penalty: 4286.375488
	Iteration 14Q: 3 clusters Score -756082.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -756092.000000 Penalty: 4286.375488
	Iteration 15Q: 3 clusters Score -756092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -756098.437500 Penalty: 4286.375488
	Iteration 16Q: 3 clusters Score -756098.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -756109.375000 Penalty: 4286.375488
	Iteration 17Q: 3 clusters Score -756109.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -756115.437500 Penalty: 4286.375488
	Iteration 18Q: 3 clusters Score -756115.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -756120.937500 Penalty: 4286.375488
	Iteration 19Q: 3 clusters Score -756120.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -756124.625000 Penalty: 4286.375488
	Iteration 20F: 3 clusters Score -756124.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -756130.375000 Penalty: 4286.375488
	Iteration 21Q: 3 clusters Score -756130.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -756132.875000 Penalty: 4286.375488
	Iteration 22Q: 3 clusters Score -756132.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -756136.812500 Penalty: 4286.375488
	Iteration 23Q: 3 clusters Score -756136.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -756139.000000 Penalty: 4286.375488
	Iteration 24Q: 3 clusters Score -756139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -756139.062500 Penalty: 4286.375488
	Iteration 25Q: 3 clusters Score -756139.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -756142.312500 Penalty: 4286.375488
	Iteration 26Q: 3 clusters Score -756142.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -756143.250000 Penalty: 4286.375488
	Iteration 27Q: 3 clusters Score -756143.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -756145.312500 Penalty: 4286.375488
	Iteration 28Q: 3 clusters Score -756145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -756145.437500 Penalty: 4286.375488
	Iteration 29Q: 3 clusters Score -756145.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -756144.375000 Penalty: 4286.375488
	Iteration 30Q: 3 clusters Score -756144.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -756144.187500 Penalty: 4286.375488
	Iteration 31Q: 3 clusters Score -756144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -756144.187500 Penalty: 4286.375488
	Iteration 32F: 3 clusters Score -756144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (52489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52489 members 
Entering Unmasked Estep 
Score: -7291311.000000 Penalty: 2695.353027
	Iteration 0F: 2 clusters Score -7291311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -7256079.500000 Penalty: 5390.706055
	Iteration 0F: 3 clusters Score -7256080 nChanged 24065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -7269383.500000 Penalty: 5390.706055
	Iteration 1F: 3 clusters Score -7269384 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -7270144.500000 Penalty: 5390.706055
	Iteration 2Q: 3 clusters Score -7270144 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -7270908.500000 Penalty: 5390.706055
	Iteration 3Q: 3 clusters Score -7270908 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27722 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -7271878.000000 Penalty: 5390.706055
	Iteration 4Q: 3 clusters Score -7271878 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -7272776.500000 Penalty: 5390.706055
	Iteration 5Q: 3 clusters Score -7272776 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29408 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -7273963.500000 Penalty: 5390.706055
	Iteration 6Q: 3 clusters Score -7273964 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -7275389.500000 Penalty: 5390.706055
	Iteration 7Q: 3 clusters Score -7275390 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -7276999.000000 Penalty: 5390.706055
	Iteration 8F: 3 clusters Score -7276999 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -7278742.500000 Penalty: 5390.706055
	Iteration 9F: 3 clusters Score -7278742 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -7280379.500000 Penalty: 5390.706055
	Iteration 10Q: 3 clusters Score -7280380 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -7281779.000000 Penalty: 5390.706055
	Iteration 11Q: 3 clusters Score -7281779 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -7282933.500000 Penalty: 5390.706055
	Iteration 12Q: 3 clusters Score -7282934 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -7283967.000000 Penalty: 5390.706055
	Iteration 13Q: 3 clusters Score -7283967 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -7284846.500000 Penalty: 5390.706055
	Iteration 14Q: 3 clusters Score -7284846 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -7285618.000000 Penalty: 5390.706055
	Iteration 15Q: 3 clusters Score -7285618 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -7286245.500000 Penalty: 5390.706055
	Iteration 16Q: 3 clusters Score -7286246 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -7286801.000000 Penalty: 5390.706055
	Iteration 17Q: 3 clusters Score -7286801 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47550 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -7287275.000000 Penalty: 5390.706055
	Iteration 18Q: 3 clusters Score -7287275 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -7287664.500000 Penalty: 5390.706055
	Iteration 19Q: 3 clusters Score -7287664 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -7287944.000000 Penalty: 5390.706055
	Iteration 20F: 3 clusters Score -7287944 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49519 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -7288224.000000 Penalty: 5390.706055
	Iteration 21Q: 3 clusters Score -7288224 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7288427.500000 Penalty: 5390.706055
	Iteration 22Q: 3 clusters Score -7288428 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7288595.000000 Penalty: 5390.706055
	Iteration 23Q: 3 clusters Score -7288595 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7288719.500000 Penalty: 5390.706055
	Iteration 24Q: 3 clusters Score -7288720 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7288790.000000 Penalty: 5390.706055
	Iteration 25Q: 3 clusters Score -7288790 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -7288855.000000 Penalty: 5390.706055
	Iteration 26Q: 3 clusters Score -7288855 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7288886.500000 Penalty: 5390.706055
	Iteration 27Q: 3 clusters Score -7288886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -7288918.000000 Penalty: 5390.706055
	Iteration 28Q: 3 clusters Score -7288918 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -7288953.000000 Penalty: 5390.706055
	Iteration 29Q: 3 clusters Score -7288953 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -7288985.500000 Penalty: 5390.706055
	Iteration 30Q: 3 clusters Score -7288986 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -7289009.500000 Penalty: 5390.706055
	Iteration 31Q: 3 clusters Score -7289010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7289022.500000 Penalty: 5390.706055
	Iteration 32Q: 3 clusters Score -7289022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7289033.500000 Penalty: 5390.706055
	Iteration 33Q: 3 clusters Score -7289034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7289051.000000 Penalty: 5390.706055
	Iteration 34Q: 3 clusters Score -7289051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7289061.500000 Penalty: 5390.706055
	Iteration 35Q: 3 clusters Score -7289062 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -7289068.500000 Penalty: 5390.706055
	Iteration 36Q: 3 clusters Score -7289068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7289078.000000 Penalty: 5390.706055
	Iteration 37Q: 3 clusters Score -7289078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51487 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7289075.000000 Penalty: 5390.706055
	Iteration 38Q: 3 clusters Score -7289075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -7289078.000000 Penalty: 5390.706055
	Iteration 39Q: 3 clusters Score -7289078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7289082.000000 Penalty: 5390.706055
	Iteration 40F: 3 clusters Score -7289082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -7289083.500000 Penalty: 5390.706055
	Iteration 41Q: 3 clusters Score -7289084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7289082.500000 Penalty: 5390.706055
	Iteration 42Q: 3 clusters Score -7289082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51531 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -7289093.500000 Penalty: 5390.706055
	Iteration 43Q: 3 clusters Score -7289094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51538 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7289092.000000 Penalty: 5390.706055
	Iteration 44Q: 3 clusters Score -7289092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51542 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7289089.500000 Penalty: 5390.706055
	Iteration 45Q: 3 clusters Score -7289090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7289096.500000 Penalty: 5390.706055
	Iteration 46Q: 3 clusters Score -7289096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7289102.000000 Penalty: 5390.706055
	Iteration 47Q: 3 clusters Score -7289102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7289103.500000 Penalty: 5390.706055
	Iteration 48Q: 3 clusters Score -7289104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51547 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7289104.000000 Penalty: 5390.706055
	Iteration 49Q: 3 clusters Score -7289104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7289104.000000 Penalty: 5390.706055
	Iteration 50Q: 3 clusters Score -7289104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -7289100.000000 Penalty: 5390.706055
	Iteration 51Q: 3 clusters Score -7289100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51551 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -7289097.500000 Penalty: 5390.706055
	Iteration 52Q: 3 clusters Score -7289098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7289102.000000 Penalty: 5390.706055
	Iteration 53Q: 3 clusters Score -7289102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51556 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7289100.500000 Penalty: 5390.706055
	Iteration 54Q: 3 clusters Score -7289100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51559 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -7289097.500000 Penalty: 5390.706055
	Iteration 55Q: 3 clusters Score -7289098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7289098.500000 Penalty: 5390.706055
	Iteration 56Q: 3 clusters Score -7289098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7289103.500000 Penalty: 5390.706055
	Iteration 57Q: 3 clusters Score -7289104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51571 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7289098.000000 Penalty: 5390.706055
	Iteration 58Q: 3 clusters Score -7289098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7289102.500000 Penalty: 5390.706055
	Iteration 59Q: 3 clusters Score -7289102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7289102.500000 Penalty: 5390.706055
	Iteration 60F: 3 clusters Score -7289102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Entering Unmasked Estep 
Score: -1047130.875000 Penalty: 2220.598877
	Iteration 0F: 2 clusters Score -1047131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1040866.437500 Penalty: 4441.197754
	Iteration 0F: 3 clusters Score -1040866 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1042661.187500 Penalty: 4441.197754
	Iteration 1F: 3 clusters Score -1042661 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1042907.812500 Penalty: 4441.197754
	Iteration 2F: 3 clusters Score -1042908 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1043087.562500 Penalty: 4441.197754
	Iteration 3Q: 3 clusters Score -1043088 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1043251.812500 Penalty: 4441.197754
	Iteration 4Q: 3 clusters Score -1043252 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1043367.812500 Penalty: 4441.197754
	Iteration 5Q: 3 clusters Score -1043368 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1043457.437500 Penalty: 4441.197754
	Iteration 6Q: 3 clusters Score -1043457 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1043532.812500 Penalty: 4441.197754
	Iteration 7Q: 3 clusters Score -1043533 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1043616.812500 Penalty: 4441.197754
	Iteration 8Q: 3 clusters Score -1043617 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1043694.750000 Penalty: 4441.197754
	Iteration 9Q: 3 clusters Score -1043695 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1043774.312500 Penalty: 4441.197754
	Iteration 10Q: 3 clusters Score -1043774 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1043855.625000 Penalty: 4441.197754
	Iteration 11Q: 3 clusters Score -1043856 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1043942.312500 Penalty: 4441.197754
	Iteration 12Q: 3 clusters Score -1043942 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1044051.187500 Penalty: 4441.197754
	Iteration 13Q: 3 clusters Score -1044051 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1044171.812500 Penalty: 4441.197754
	Iteration 14Q: 3 clusters Score -1044172 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1044301.312500 Penalty: 4441.197754
	Iteration 15Q: 3 clusters Score -1044301 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1044464.062500 Penalty: 4441.197754
	Iteration 16Q: 3 clusters Score -1044464 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1044635.500000 Penalty: 4441.197754
	Iteration 17Q: 3 clusters Score -1044636 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1044762.562500 Penalty: 4441.197754
	Iteration 18Q: 3 clusters Score -1044763 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1044858.250000 Penalty: 4441.197754
	Iteration 19Q: 3 clusters Score -1044858 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1044926.187500 Penalty: 4441.197754
	Iteration 20F: 3 clusters Score -1044926 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1044976.125000 Penalty: 4441.197754
	Iteration 21Q: 3 clusters Score -1044976 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1045010.187500 Penalty: 4441.197754
	Iteration 22Q: 3 clusters Score -1045010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1045038.750000 Penalty: 4441.197754
	Iteration 23Q: 3 clusters Score -1045039 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1045066.625000 Penalty: 4441.197754
	Iteration 24Q: 3 clusters Score -1045067 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1045088.375000 Penalty: 4441.197754
	Iteration 25Q: 3 clusters Score -1045088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1045103.062500 Penalty: 4441.197754
	Iteration 26Q: 3 clusters Score -1045103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1045115.187500 Penalty: 4441.197754
	Iteration 27Q: 3 clusters Score -1045115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1045134.000000 Penalty: 4441.197754
	Iteration 28Q: 3 clusters Score -1045134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1045146.625000 Penalty: 4441.197754
	Iteration 29Q: 3 clusters Score -1045147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1045159.437500 Penalty: 4441.197754
	Iteration 30Q: 3 clusters Score -1045159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1045168.437500 Penalty: 4441.197754
	Iteration 31Q: 3 clusters Score -1045168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1045178.625000 Penalty: 4441.197754
	Iteration 32Q: 3 clusters Score -1045179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1045185.937500 Penalty: 4441.197754
	Iteration 33Q: 3 clusters Score -1045186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1045192.875000 Penalty: 4441.197754
	Iteration 34Q: 3 clusters Score -1045193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1045200.312500 Penalty: 4441.197754
	Iteration 35Q: 3 clusters Score -1045200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1045205.000000 Penalty: 4441.197754
	Iteration 36Q: 3 clusters Score -1045205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1045209.437500 Penalty: 4441.197754
	Iteration 37Q: 3 clusters Score -1045209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1045215.312500 Penalty: 4441.197754
	Iteration 38Q: 3 clusters Score -1045215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1045218.312500 Penalty: 4441.197754
	Iteration 39Q: 3 clusters Score -1045218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1045220.000000 Penalty: 4441.197754
	Iteration 40F: 3 clusters Score -1045220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1045221.750000 Penalty: 4441.197754
	Iteration 41Q: 3 clusters Score -1045222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1045224.562500 Penalty: 4441.197754
	Iteration 42Q: 3 clusters Score -1045225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1045226.375000 Penalty: 4441.197754
	Iteration 43Q: 3 clusters Score -1045226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1045226.750000 Penalty: 4441.197754
	Iteration 44Q: 3 clusters Score -1045227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1045226.312500 Penalty: 4441.197754
	Iteration 45Q: 3 clusters Score -1045226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1045226.312500 Penalty: 4441.197754
	Iteration 46F: 3 clusters Score -1045226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (270958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270958 members 
Entering Unmasked Estep 
Score: -37837784.000000 Penalty: 3102.410400
	Iteration 0F: 2 clusters Score -3.783778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135289 members 
Mstep: Class 2 contains 135669 members 
Entering Unmasked Estep 
Score: -37681340.000000 Penalty: 6204.820801
	Iteration 0F: 3 clusters Score -3.768134e+07 nChanged 130969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129884 members 
Mstep: Class 2 contains 141074 members 
Entering Unmasked Estep 
Score: -37759748.000000 Penalty: 6204.820801
	Iteration 1F: 3 clusters Score -3.775975e+07 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125909 members 
Mstep: Class 2 contains 145049 members 
Entering Unmasked Estep 
Score: -37761804.000000 Penalty: 6204.820801
	Iteration 2Q: 3 clusters Score -3.77618e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119578 members 
Mstep: Class 2 contains 151380 members 
Entering Unmasked Estep 
Score: -37765204.000000 Penalty: 6204.820801
	Iteration 3Q: 3 clusters Score -3.77652e+07 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109825 members 
Mstep: Class 2 contains 161133 members 
Entering Unmasked Estep 
Score: -37771032.000000 Penalty: 6204.820801
	Iteration 4Q: 3 clusters Score -3.777103e+07 nChanged 17228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96233 members 
Mstep: Class 2 contains 174725 members 
Entering Unmasked Estep 
Score: -37780548.000000 Penalty: 6204.820801
	Iteration 5F: 3 clusters Score -3.778055e+07 nChanged 19958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 191279 members 
Entering Unmasked Estep 
Score: -37794000.000000 Penalty: 6204.820801
	Iteration 6F: 3 clusters Score -3.7794e+07 nChanged 20391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61936 members 
Mstep: Class 2 contains 209022 members 
Entering Unmasked Estep 
Score: -37808516.000000 Penalty: 6204.820801
	Iteration 7F: 3 clusters Score -3.780852e+07 nChanged 18416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 226062 members 
Entering Unmasked Estep 
Score: -37822272.000000 Penalty: 6204.820801
	Iteration 8F: 3 clusters Score -3.782227e+07 nChanged 15007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 240625 members 
Entering Unmasked Estep 
Score: -37832788.000000 Penalty: 6204.820801
	Iteration 9F: 3 clusters Score -3.783279e+07 nChanged 12591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 253178 members 
Entering Unmasked Estep 
Score: -37837632.000000 Penalty: 6204.820801
	Iteration 10Q: 3 clusters Score -3.783763e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 262499 members 
Entering Unmasked Estep 
Score: -37837576.000000 Penalty: 6204.820801
	Iteration 11Q: 3 clusters Score -3.783758e+07 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 267613 members 
Entering Unmasked Estep 
Score: -37836092.000000 Penalty: 6204.820801
	Iteration 12Q: 3 clusters Score -3.783609e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 269634 members 
Entering Unmasked Estep 
Score: -37835316.000000 Penalty: 6204.820801
	Iteration 13Q: 3 clusters Score -3.783532e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 270281 members 
Entering Unmasked Estep 
Score: -37835184.000000 Penalty: 6204.820801
	Iteration 14Q: 3 clusters Score -3.783518e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 270488 members 
Entering Unmasked Estep 
Score: -37835168.000000 Penalty: 6204.820801
	Iteration 15Q: 3 clusters Score -3.783517e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 270575 members 
Entering Unmasked Estep 
Score: -37835256.000000 Penalty: 6204.820801
	Iteration 16Q: 3 clusters Score -3.783526e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 270615 members 
Entering Unmasked Estep 
Score: -37835236.000000 Penalty: 6204.820801
	Iteration 17Q: 3 clusters Score -3.783524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 270633 members 
Entering Unmasked Estep 
Score: -37835216.000000 Penalty: 6204.820801
	Iteration 18Q: 3 clusters Score -3.783522e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 270648 members 
Entering Unmasked Estep 
Score: -37835260.000000 Penalty: 6204.820801
	Iteration 19Q: 3 clusters Score -3.783526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 270654 members 
Entering Unmasked Estep 
Score: -37835276.000000 Penalty: 6204.820801
	Iteration 20F: 3 clusters Score -3.783528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 270656 members 
Entering Unmasked Estep 
Score: -37835272.000000 Penalty: 6204.820801
	Iteration 21Q: 3 clusters Score -3.783527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 270656 members 
Entering Unmasked Estep 
Score: -37835272.000000 Penalty: 6204.820801
	Iteration 22Q: 3 clusters Score -3.783527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 270659 members 
Entering Unmasked Estep 
Score: -37835272.000000 Penalty: 6204.820801
	Iteration 23Q: 3 clusters Score -3.783527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 270661 members 
Entering Unmasked Estep 
Score: -37835260.000000 Penalty: 6204.820801
	Iteration 24Q: 3 clusters Score -3.783526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 270660 members 
Entering Unmasked Estep 
Score: -37835264.000000 Penalty: 6204.820801
	Iteration 25Q: 3 clusters Score -3.783526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 270661 members 
Entering Unmasked Estep 
Score: -37835264.000000 Penalty: 6204.820801
	Iteration 26Q: 3 clusters Score -3.783526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 270664 members 
Entering Unmasked Estep 
Score: -37835272.000000 Penalty: 6204.820801
	Iteration 27Q: 3 clusters Score -3.783527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 270665 members 
Entering Unmasked Estep 
Score: -37835280.000000 Penalty: 6204.820801
	Iteration 28Q: 3 clusters Score -3.783528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 270667 members 
Entering Unmasked Estep 
Score: -37835288.000000 Penalty: 6204.820801
	Iteration 29Q: 3 clusters Score -3.783529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 270669 members 
Entering Unmasked Estep 
Score: -37835292.000000 Penalty: 6204.820801
	Iteration 30Q: 3 clusters Score -3.783529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 270672 members 
Entering Unmasked Estep 
Score: -37835284.000000 Penalty: 6204.820801
	Iteration 31Q: 3 clusters Score -3.783528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270674 members 
Entering Unmasked Estep 
Score: -37835284.000000 Penalty: 6204.820801
	Iteration 32Q: 3 clusters Score -3.783528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 270672 members 
Entering Unmasked Estep 
Score: -37835288.000000 Penalty: 6204.820801
	Iteration 33Q: 3 clusters Score -3.783529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270674 members 
Entering Unmasked Estep 
Score: -37835300.000000 Penalty: 6204.820801
	Iteration 34Q: 3 clusters Score -3.78353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 270674 members 
Entering Unmasked Estep 
Score: -37835300.000000 Penalty: 6204.820801
	Iteration 35F: 3 clusters Score -3.78353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -27810.125000 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -27810.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26676.511719 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -26676.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26780.314453 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -26780.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26786.902344 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -26786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26790.140625 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -26790.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26792.886719 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -26792.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26792.886719 Penalty: 2690.775146
	Iteration 5F: 3 clusters Score -26792.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69709 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1434 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 97272 members 
Mstep: Class 9 contains 45674 members 
Mstep: Class 10 contains 99736 members 
Mstep: Class 11 contains 35943 members 
Mstep: Class 12 contains 11667 members 
Mstep: Class 13 contains 8984 members 
Mstep: Class 14 contains 44324 members 
Mstep: Class 15 contains 8240 members 
Mstep: Class 16 contains 21900 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48135 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31437 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28563 members 
Mstep: Class 23 contains 9169 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 52489 members 
Mstep: Class 26 contains 7739 members 
Mstep: Class 27 contains 270958 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229152.000000 Penalty: 95255.710938
Iteration 159Q: 29 clusters Score -1.222292e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69534 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 97200 members 
Mstep: Class 9 contains 45683 members 
Mstep: Class 10 contains 99693 members 
Mstep: Class 11 contains 35968 members 
Mstep: Class 12 contains 11664 members 
Mstep: Class 13 contains 8984 members 
Mstep: Class 14 contains 44315 members 
Mstep: Class 15 contains 8241 members 
Mstep: Class 16 contains 21935 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48139 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31431 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28562 members 
Mstep: Class 23 contains 9178 members 
Mstep: Class 24 contains 5663 members 
Mstep: Class 25 contains 52580 members 
Mstep: Class 26 contains 7738 members 
Mstep: Class 27 contains 271099 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229248.000000 Penalty: 95255.710938
Iteration 160F: 29 clusters Score -1.222292e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69361 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1423 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 97155 members 
Mstep: Class 9 contains 45693 members 
Mstep: Class 10 contains 99666 members 
Mstep: Class 11 contains 35993 members 
Mstep: Class 12 contains 11661 members 
Mstep: Class 13 contains 8983 members 
Mstep: Class 14 contains 44296 members 
Mstep: Class 15 contains 8245 members 
Mstep: Class 16 contains 21963 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48140 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31425 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28567 members 
Mstep: Class 23 contains 9189 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 52656 members 
Mstep: Class 26 contains 7736 members 
Mstep: Class 27 contains 271219 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229104.000000 Penalty: 95255.710938
Iteration 161Q: 29 clusters Score -1.222291e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69217 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1420 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 97101 members 
Mstep: Class 9 contains 45697 members 
Mstep: Class 10 contains 99646 members 
Mstep: Class 11 contains 36034 members 
Mstep: Class 12 contains 11654 members 
Mstep: Class 13 contains 8979 members 
Mstep: Class 14 contains 44286 members 
Mstep: Class 15 contains 8244 members 
Mstep: Class 16 contains 21987 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 48144 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31421 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28566 members 
Mstep: Class 23 contains 9198 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 52731 members 
Mstep: Class 26 contains 7734 members 
Mstep: Class 27 contains 271311 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228888.000000 Penalty: 95255.710938
Iteration 162Q: 29 clusters Score -1.222289e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 69079 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 97059 members 
Mstep: Class 9 contains 45704 members 
Mstep: Class 10 contains 99625 members 
Mstep: Class 11 contains 36065 members 
Mstep: Class 12 contains 11652 members 
Mstep: Class 13 contains 8979 members 
Mstep: Class 14 contains 44277 members 
Mstep: Class 15 contains 8247 members 
Mstep: Class 16 contains 22012 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48149 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31411 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28557 members 
Mstep: Class 23 contains 9203 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 52810 members 
Mstep: Class 26 contains 7733 members 
Mstep: Class 27 contains 271392 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228904.000000 Penalty: 95255.710938
Iteration 163Q: 29 clusters Score -1.222289e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 68921 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 97048 members 
Mstep: Class 9 contains 45716 members 
Mstep: Class 10 contains 99594 members 
Mstep: Class 11 contains 36097 members 
Mstep: Class 12 contains 11653 members 
Mstep: Class 13 contains 8980 members 
Mstep: Class 14 contains 44270 members 
Mstep: Class 15 contains 8248 members 
Mstep: Class 16 contains 22037 members 
Mstep: Class 17 contains 2861 members 
Mstep: Class 18 contains 48151 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31409 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28555 members 
Mstep: Class 23 contains 9207 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 52880 members 
Mstep: Class 26 contains 7730 members 
Mstep: Class 27 contains 271464 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228832.000000 Penalty: 95255.710938
Iteration 164Q: 29 clusters Score -1.222288e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 68774 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96989 members 
Mstep: Class 9 contains 45720 members 
Mstep: Class 10 contains 99560 members 
Mstep: Class 11 contains 36128 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 8982 members 
Mstep: Class 14 contains 44268 members 
Mstep: Class 15 contains 8250 members 
Mstep: Class 16 contains 22058 members 
Mstep: Class 17 contains 2860 members 
Mstep: Class 18 contains 48152 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31407 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28552 members 
Mstep: Class 23 contains 9216 members 
Mstep: Class 24 contains 5665 members 
Mstep: Class 25 contains 52959 members 
Mstep: Class 26 contains 7727 members 
Mstep: Class 27 contains 271571 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228776.000000 Penalty: 95255.710938
Iteration 165Q: 29 clusters Score -1.222288e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 68642 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96922 members 
Mstep: Class 9 contains 45728 members 
Mstep: Class 10 contains 99530 members 
Mstep: Class 11 contains 36167 members 
Mstep: Class 12 contains 11650 members 
Mstep: Class 13 contains 8987 members 
Mstep: Class 14 contains 44262 members 
Mstep: Class 15 contains 8251 members 
Mstep: Class 16 contains 22083 members 
Mstep: Class 17 contains 2860 members 
Mstep: Class 18 contains 48154 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31408 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28546 members 
Mstep: Class 23 contains 9221 members 
Mstep: Class 24 contains 5665 members 
Mstep: Class 25 contains 53043 members 
Mstep: Class 26 contains 7725 members 
Mstep: Class 27 contains 271644 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228824.000000 Penalty: 95255.710938
Iteration 166Q: 29 clusters Score -1.222288e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 68520 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96841 members 
Mstep: Class 9 contains 45734 members 
Mstep: Class 10 contains 99490 members 
Mstep: Class 11 contains 36200 members 
Mstep: Class 12 contains 11648 members 
Mstep: Class 13 contains 8988 members 
Mstep: Class 14 contains 44255 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 22106 members 
Mstep: Class 17 contains 2859 members 
Mstep: Class 18 contains 48156 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31409 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28539 members 
Mstep: Class 23 contains 9228 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 53121 members 
Mstep: Class 26 contains 7725 members 
Mstep: Class 27 contains 271752 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228736.000000 Penalty: 95255.710938
Iteration 167Q: 29 clusters Score -1.222287e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 68393 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96778 members 
Mstep: Class 9 contains 45743 members 
Mstep: Class 10 contains 99464 members 
Mstep: Class 11 contains 36231 members 
Mstep: Class 12 contains 11647 members 
Mstep: Class 13 contains 8986 members 
Mstep: Class 14 contains 44254 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 22130 members 
Mstep: Class 17 contains 2859 members 
Mstep: Class 18 contains 48160 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31408 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28535 members 
Mstep: Class 23 contains 9233 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 53174 members 
Mstep: Class 26 contains 7724 members 
Mstep: Class 27 contains 271852 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228656.000000 Penalty: 95255.710938
Iteration 168Q: 29 clusters Score -1.222287e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 68296 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1410 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96677 members 
Mstep: Class 9 contains 45750 members 
Mstep: Class 10 contains 99437 members 
Mstep: Class 11 contains 36266 members 
Mstep: Class 12 contains 11645 members 
Mstep: Class 13 contains 8986 members 
Mstep: Class 14 contains 44251 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22153 members 
Mstep: Class 17 contains 2859 members 
Mstep: Class 18 contains 48162 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28526 members 
Mstep: Class 23 contains 9239 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 53236 members 
Mstep: Class 26 contains 7723 members 
Mstep: Class 27 contains 271956 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228536.000000 Penalty: 95255.710938
Iteration 169Q: 29 clusters Score -1.222285e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 68208 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96617 members 
Mstep: Class 9 contains 45762 members 
Mstep: Class 10 contains 99390 members 
Mstep: Class 11 contains 36296 members 
Mstep: Class 12 contains 11637 members 
Mstep: Class 13 contains 8987 members 
Mstep: Class 14 contains 44244 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22173 members 
Mstep: Class 17 contains 2859 members 
Mstep: Class 18 contains 48166 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28521 members 
Mstep: Class 23 contains 9243 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 53301 members 
Mstep: Class 26 contains 7723 members 
Mstep: Class 27 contains 272034 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228408.000000 Penalty: 95255.710938
Iteration 170Q: 29 clusters Score -1.222284e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 68108 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96570 members 
Mstep: Class 9 contains 45768 members 
Mstep: Class 10 contains 99360 members 
Mstep: Class 11 contains 36328 members 
Mstep: Class 12 contains 11635 members 
Mstep: Class 13 contains 8988 members 
Mstep: Class 14 contains 44242 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22187 members 
Mstep: Class 17 contains 2858 members 
Mstep: Class 18 contains 48169 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31408 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28516 members 
Mstep: Class 23 contains 9246 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 53359 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 272109 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228344.000000 Penalty: 95255.710938
Iteration 171Q: 29 clusters Score -1.222283e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 68005 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96542 members 
Mstep: Class 9 contains 45782 members 
Mstep: Class 10 contains 99333 members 
Mstep: Class 11 contains 36360 members 
Mstep: Class 12 contains 11625 members 
Mstep: Class 13 contains 8990 members 
Mstep: Class 14 contains 44238 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22208 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 48170 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28512 members 
Mstep: Class 23 contains 9247 members 
Mstep: Class 24 contains 5665 members 
Mstep: Class 25 contains 53410 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 272161 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228320.000000 Penalty: 95255.710938
Iteration 172Q: 29 clusters Score -1.222283e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67901 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96532 members 
Mstep: Class 9 contains 45791 members 
Mstep: Class 10 contains 99309 members 
Mstep: Class 11 contains 36391 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 8993 members 
Mstep: Class 14 contains 44237 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22225 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 48174 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31411 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28503 members 
Mstep: Class 23 contains 9251 members 
Mstep: Class 24 contains 5665 members 
Mstep: Class 25 contains 53452 members 
Mstep: Class 26 contains 7722 members 
Mstep: Class 27 contains 272205 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228256.000000 Penalty: 95255.710938
Iteration 173Q: 29 clusters Score -1.222283e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67816 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96487 members 
Mstep: Class 9 contains 45797 members 
Mstep: Class 10 contains 99309 members 
Mstep: Class 11 contains 36426 members 
Mstep: Class 12 contains 11610 members 
Mstep: Class 13 contains 8996 members 
Mstep: Class 14 contains 44235 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22234 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 48177 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31413 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28493 members 
Mstep: Class 23 contains 9253 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 53488 members 
Mstep: Class 26 contains 7721 members 
Mstep: Class 27 contains 272260 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228328.000000 Penalty: 95255.710938
Iteration 174Q: 29 clusters Score -1.222283e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67732 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96444 members 
Mstep: Class 9 contains 45804 members 
Mstep: Class 10 contains 99298 members 
Mstep: Class 11 contains 36460 members 
Mstep: Class 12 contains 11602 members 
Mstep: Class 13 contains 8998 members 
Mstep: Class 14 contains 44229 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22242 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 48180 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31416 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28487 members 
Mstep: Class 23 contains 9256 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 53524 members 
Mstep: Class 26 contains 7721 members 
Mstep: Class 27 contains 272323 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228264.000000 Penalty: 95255.710938
Iteration 175Q: 29 clusters Score -1.222283e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67667 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96408 members 
Mstep: Class 9 contains 45816 members 
Mstep: Class 10 contains 99288 members 
Mstep: Class 11 contains 36503 members 
Mstep: Class 12 contains 11595 members 
Mstep: Class 13 contains 8999 members 
Mstep: Class 14 contains 44229 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22255 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 48180 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31417 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28481 members 
Mstep: Class 23 contains 9260 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 53552 members 
Mstep: Class 26 contains 7720 members 
Mstep: Class 27 contains 272346 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228184.000000 Penalty: 95255.710938
Iteration 176Q: 29 clusters Score -1.222282e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67608 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96371 members 
Mstep: Class 9 contains 45823 members 
Mstep: Class 10 contains 99276 members 
Mstep: Class 11 contains 36538 members 
Mstep: Class 12 contains 11592 members 
Mstep: Class 13 contains 8999 members 
Mstep: Class 14 contains 44231 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22262 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 48181 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31414 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28475 members 
Mstep: Class 23 contains 9263 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 53577 members 
Mstep: Class 26 contains 7720 members 
Mstep: Class 27 contains 272385 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228032.000000 Penalty: 95255.710938
Iteration 177Q: 29 clusters Score -1.22228e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67536 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96339 members 
Mstep: Class 9 contains 45826 members 
Mstep: Class 10 contains 99266 members 
Mstep: Class 11 contains 36573 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 13 contains 8999 members 
Mstep: Class 14 contains 44229 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22271 members 
Mstep: Class 17 contains 2858 members 
Mstep: Class 18 contains 48183 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31411 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28473 members 
Mstep: Class 23 contains 9267 members 
Mstep: Class 24 contains 5664 members 
Mstep: Class 25 contains 53605 members 
Mstep: Class 26 contains 7719 members 
Mstep: Class 27 contains 272427 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228128.000000 Penalty: 95255.710938
Iteration 178Q: 29 clusters Score -1.222281e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67469 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1408 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96304 members 
Mstep: Class 9 contains 45829 members 
Mstep: Class 10 contains 99253 members 
Mstep: Class 11 contains 36602 members 
Mstep: Class 12 contains 11589 members 
Mstep: Class 13 contains 9000 members 
Mstep: Class 14 contains 44225 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22283 members 
Mstep: Class 17 contains 2858 members 
Mstep: Class 18 contains 48184 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28470 members 
Mstep: Class 23 contains 9268 members 
Mstep: Class 24 contains 5665 members 
Mstep: Class 25 contains 53626 members 
Mstep: Class 26 contains 7719 members 
Mstep: Class 27 contains 272480 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228216.000000 Penalty: 95255.710938
Iteration 179Q: 29 clusters Score -1.222282e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67400 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1406 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96254 members 
Mstep: Class 9 contains 45837 members 
Mstep: Class 10 contains 99250 members 
Mstep: Class 11 contains 36623 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 13 contains 9000 members 
Mstep: Class 14 contains 44220 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22298 members 
Mstep: Class 17 contains 2859 members 
Mstep: Class 18 contains 48184 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31413 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28470 members 
Mstep: Class 23 contains 9267 members 
Mstep: Class 24 contains 5666 members 
Mstep: Class 25 contains 53656 members 
Mstep: Class 26 contains 7718 members 
Mstep: Class 27 contains 272533 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228184.000000 Penalty: 95255.710938
Iteration 180F: 29 clusters Score -1.222282e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67339 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96209 members 
Mstep: Class 9 contains 45846 members 
Mstep: Class 10 contains 99243 members 
Mstep: Class 11 contains 36657 members 
Mstep: Class 12 contains 11588 members 
Mstep: Class 13 contains 8998 members 
Mstep: Class 14 contains 44219 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22310 members 
Mstep: Class 17 contains 2860 members 
Mstep: Class 18 contains 48184 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31413 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28467 members 
Mstep: Class 23 contains 9269 members 
Mstep: Class 24 contains 5667 members 
Mstep: Class 25 contains 53684 members 
Mstep: Class 26 contains 7717 members 
Mstep: Class 27 contains 272571 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228016.000000 Penalty: 95255.710938
Iteration 181Q: 29 clusters Score -1.22228e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67285 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96153 members 
Mstep: Class 9 contains 45866 members 
Mstep: Class 10 contains 99229 members 
Mstep: Class 11 contains 36688 members 
Mstep: Class 12 contains 11583 members 
Mstep: Class 13 contains 8999 members 
Mstep: Class 14 contains 44217 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22319 members 
Mstep: Class 17 contains 2861 members 
Mstep: Class 18 contains 48185 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28468 members 
Mstep: Class 23 contains 9271 members 
Mstep: Class 24 contains 5667 members 
Mstep: Class 25 contains 53712 members 
Mstep: Class 26 contains 7716 members 
Mstep: Class 27 contains 272611 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228128.000000 Penalty: 95255.710938
Iteration 182Q: 29 clusters Score -1.222281e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67214 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96122 members 
Mstep: Class 9 contains 45876 members 
Mstep: Class 10 contains 99213 members 
Mstep: Class 11 contains 36707 members 
Mstep: Class 12 contains 11582 members 
Mstep: Class 13 contains 8999 members 
Mstep: Class 14 contains 44216 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22327 members 
Mstep: Class 17 contains 2860 members 
Mstep: Class 18 contains 48185 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31413 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28466 members 
Mstep: Class 23 contains 9273 members 
Mstep: Class 24 contains 5667 members 
Mstep: Class 25 contains 53746 members 
Mstep: Class 26 contains 7716 members 
Mstep: Class 27 contains 272660 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228056.000000 Penalty: 95255.710938
Iteration 183Q: 29 clusters Score -1.222281e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67146 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96090 members 
Mstep: Class 9 contains 45884 members 
Mstep: Class 10 contains 99195 members 
Mstep: Class 11 contains 36722 members 
Mstep: Class 12 contains 11581 members 
Mstep: Class 13 contains 8999 members 
Mstep: Class 14 contains 44215 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22335 members 
Mstep: Class 17 contains 2860 members 
Mstep: Class 18 contains 48186 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31413 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28461 members 
Mstep: Class 23 contains 9275 members 
Mstep: Class 24 contains 5667 members 
Mstep: Class 25 contains 53773 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 272725 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227984.000000 Penalty: 95255.710938
Iteration 184Q: 29 clusters Score -1.22228e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67084 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 96041 members 
Mstep: Class 9 contains 45890 members 
Mstep: Class 10 contains 99179 members 
Mstep: Class 11 contains 36748 members 
Mstep: Class 12 contains 11577 members 
Mstep: Class 13 contains 8999 members 
Mstep: Class 14 contains 44215 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22337 members 
Mstep: Class 17 contains 2861 members 
Mstep: Class 18 contains 48186 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28457 members 
Mstep: Class 23 contains 9279 members 
Mstep: Class 24 contains 5667 members 
Mstep: Class 25 contains 53809 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 272786 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227944.000000 Penalty: 95255.710938
Iteration 185Q: 29 clusters Score -1.222279e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 67024 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95990 members 
Mstep: Class 9 contains 45896 members 
Mstep: Class 10 contains 99171 members 
Mstep: Class 11 contains 36765 members 
Mstep: Class 12 contains 11577 members 
Mstep: Class 13 contains 8999 members 
Mstep: Class 14 contains 44212 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 22338 members 
Mstep: Class 17 contains 2861 members 
Mstep: Class 18 contains 48187 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31415 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28451 members 
Mstep: Class 23 contains 9281 members 
Mstep: Class 24 contains 5667 members 
Mstep: Class 25 contains 53842 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 272852 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227744.000000 Penalty: 95255.710938
Iteration 186Q: 29 clusters Score -1.222277e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66972 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95953 members 
Mstep: Class 9 contains 45906 members 
Mstep: Class 10 contains 99161 members 
Mstep: Class 11 contains 36776 members 
Mstep: Class 12 contains 11577 members 
Mstep: Class 13 contains 9000 members 
Mstep: Class 14 contains 44206 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 22341 members 
Mstep: Class 17 contains 2861 members 
Mstep: Class 18 contains 48187 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31416 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28449 members 
Mstep: Class 23 contains 9284 members 
Mstep: Class 24 contains 5667 members 
Mstep: Class 25 contains 53858 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 272914 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227688.000000 Penalty: 95255.710938
Iteration 187Q: 29 clusters Score -1.222277e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66925 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95921 members 
Mstep: Class 9 contains 45925 members 
Mstep: Class 10 contains 99153 members 
Mstep: Class 11 contains 36788 members 
Mstep: Class 12 contains 11572 members 
Mstep: Class 13 contains 9000 members 
Mstep: Class 14 contains 44203 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 22340 members 
Mstep: Class 17 contains 2861 members 
Mstep: Class 18 contains 48189 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31417 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28445 members 
Mstep: Class 23 contains 9283 members 
Mstep: Class 24 contains 5667 members 
Mstep: Class 25 contains 53881 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 272958 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227792.000000 Penalty: 95255.710938
Iteration 188Q: 29 clusters Score -1.222278e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66873 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95873 members 
Mstep: Class 9 contains 45933 members 
Mstep: Class 10 contains 99153 members 
Mstep: Class 11 contains 36801 members 
Mstep: Class 12 contains 11571 members 
Mstep: Class 13 contains 9000 members 
Mstep: Class 14 contains 44197 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22344 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48189 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31416 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28444 members 
Mstep: Class 23 contains 9284 members 
Mstep: Class 24 contains 5667 members 
Mstep: Class 25 contains 53909 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 273011 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227600.000000 Penalty: 95255.710938
Iteration 189Q: 29 clusters Score -1.222276e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66823 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95819 members 
Mstep: Class 9 contains 45940 members 
Mstep: Class 10 contains 99152 members 
Mstep: Class 11 contains 36810 members 
Mstep: Class 12 contains 11569 members 
Mstep: Class 13 contains 8999 members 
Mstep: Class 14 contains 44190 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22350 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48190 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31417 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28446 members 
Mstep: Class 23 contains 9289 members 
Mstep: Class 24 contains 5668 members 
Mstep: Class 25 contains 53933 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 273070 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227496.000000 Penalty: 95255.710938
Iteration 190Q: 29 clusters Score -1.222275e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66781 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95763 members 
Mstep: Class 9 contains 45946 members 
Mstep: Class 10 contains 99146 members 
Mstep: Class 11 contains 36821 members 
Mstep: Class 12 contains 11568 members 
Mstep: Class 13 contains 9000 members 
Mstep: Class 14 contains 44187 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22352 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31419 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28442 members 
Mstep: Class 23 contains 9296 members 
Mstep: Class 24 contains 5670 members 
Mstep: Class 25 contains 53951 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 273132 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227432.000000 Penalty: 95255.710938
Iteration 191Q: 29 clusters Score -1.222274e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66739 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95718 members 
Mstep: Class 9 contains 45948 members 
Mstep: Class 10 contains 99146 members 
Mstep: Class 11 contains 36832 members 
Mstep: Class 12 contains 11564 members 
Mstep: Class 13 contains 9001 members 
Mstep: Class 14 contains 44186 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22361 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48190 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31420 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28438 members 
Mstep: Class 23 contains 9304 members 
Mstep: Class 24 contains 5675 members 
Mstep: Class 25 contains 53958 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 273185 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227344.000000 Penalty: 95255.710938
Iteration 192Q: 29 clusters Score -1.222273e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66699 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95671 members 
Mstep: Class 9 contains 45953 members 
Mstep: Class 10 contains 99147 members 
Mstep: Class 11 contains 36845 members 
Mstep: Class 12 contains 11561 members 
Mstep: Class 13 contains 9001 members 
Mstep: Class 14 contains 44185 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22375 members 
Mstep: Class 17 contains 2861 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31420 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28433 members 
Mstep: Class 23 contains 9308 members 
Mstep: Class 24 contains 5679 members 
Mstep: Class 25 contains 53970 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 273227 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227504.000000 Penalty: 95255.710938
Iteration 193Q: 29 clusters Score -1.222275e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66661 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95617 members 
Mstep: Class 9 contains 45958 members 
Mstep: Class 10 contains 99145 members 
Mstep: Class 11 contains 36869 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 9001 members 
Mstep: Class 14 contains 44185 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22382 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48192 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31418 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28431 members 
Mstep: Class 23 contains 9312 members 
Mstep: Class 24 contains 5680 members 
Mstep: Class 25 contains 53982 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 273272 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227568.000000 Penalty: 95255.710938
Iteration 194Q: 29 clusters Score -1.222276e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66630 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95566 members 
Mstep: Class 9 contains 45970 members 
Mstep: Class 10 contains 99137 members 
Mstep: Class 11 contains 36889 members 
Mstep: Class 12 contains 11559 members 
Mstep: Class 13 contains 9001 members 
Mstep: Class 14 contains 44186 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22391 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31419 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28428 members 
Mstep: Class 23 contains 9314 members 
Mstep: Class 24 contains 5681 members 
Mstep: Class 25 contains 53996 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 273305 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227536.000000 Penalty: 95255.710938
Iteration 195Q: 29 clusters Score -1.222275e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66590 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95517 members 
Mstep: Class 9 contains 45983 members 
Mstep: Class 10 contains 99132 members 
Mstep: Class 11 contains 36905 members 
Mstep: Class 12 contains 11556 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44185 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22399 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48192 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31419 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28425 members 
Mstep: Class 23 contains 9318 members 
Mstep: Class 24 contains 5682 members 
Mstep: Class 25 contains 54002 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 273356 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227528.000000 Penalty: 95255.710938
Iteration 196Q: 29 clusters Score -1.222275e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66544 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95469 members 
Mstep: Class 9 contains 45997 members 
Mstep: Class 10 contains 99135 members 
Mstep: Class 11 contains 36923 members 
Mstep: Class 12 contains 11555 members 
Mstep: Class 13 contains 9001 members 
Mstep: Class 14 contains 44184 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22406 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48192 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31420 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28423 members 
Mstep: Class 23 contains 9316 members 
Mstep: Class 24 contains 5682 members 
Mstep: Class 25 contains 54012 members 
Mstep: Class 26 contains 7715 members 
Mstep: Class 27 contains 273402 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227528.000000 Penalty: 95255.710938
Iteration 197Q: 29 clusters Score -1.222275e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66496 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95420 members 
Mstep: Class 9 contains 46003 members 
Mstep: Class 10 contains 99130 members 
Mstep: Class 11 contains 36936 members 
Mstep: Class 12 contains 11553 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44181 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22418 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48192 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31424 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28424 members 
Mstep: Class 23 contains 9314 members 
Mstep: Class 24 contains 5683 members 
Mstep: Class 25 contains 54022 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 273465 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227472.000000 Penalty: 95255.710938
Iteration 198Q: 29 clusters Score -1.222275e+08 nChanged 188
Entering ConstructFrom: 
Score: -122227472.000000 Penalty: 95255.710938
Entering ConstructFrom: 
Trying to split cluster 1 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -66228.703125 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -66228.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64815.871094 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -64815.87 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -65109.144531 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -65109.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -65344.457031 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -65344.46 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -65656.132812 Penalty: 3106.645508
	Iteration 3F: 3 clusters Score -65656.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -65894.507812 Penalty: 3106.645508
	Iteration 4F: 3 clusters Score -65894.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -66040.406250 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -66040.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -66245.929688 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -66245.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66472.539062 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -66472.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -66496.179688 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -66496.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -66499.382812 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -66499.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -66502.195312 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -66502.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -66502.195312 Penalty: 3106.645508
	Iteration 11F: 3 clusters Score -66502.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 66455 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95383 members 
Mstep: Class 9 contains 46009 members 
Mstep: Class 10 contains 99132 members 
Mstep: Class 11 contains 36955 members 
Mstep: Class 12 contains 11552 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44176 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22425 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31422 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28422 members 
Mstep: Class 23 contains 9309 members 
Mstep: Class 24 contains 5688 members 
Mstep: Class 25 contains 54041 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 273501 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 143 members 
Entering Unmasked Estep 
Score: -122225744.000000 Penalty: 98657.695312
Splitting cluster 1 changes total score from -122227472.000000 to -122225744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (66455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66455 members 
Entering Unmasked Estep 
Score: -8804144.000000 Penalty: 2753.861572
	Iteration 0F: 2 clusters Score -8804144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33188 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -8759776.000000 Penalty: 5507.723145
	Iteration 0F: 3 clusters Score -8759776 nChanged 30948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -8777046.000000 Penalty: 5507.723145
	Iteration 1F: 3 clusters Score -8777046 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -8777813.000000 Penalty: 5507.723145
	Iteration 2Q: 3 clusters Score -8777813 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -8778756.000000 Penalty: 5507.723145
	Iteration 3Q: 3 clusters Score -8778756 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -8779859.000000 Penalty: 5507.723145
	Iteration 4Q: 3 clusters Score -8779859 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -8781461.000000 Penalty: 5507.723145
	Iteration 5Q: 3 clusters Score -8781461 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -8783547.000000 Penalty: 5507.723145
	Iteration 6F: 3 clusters Score -8783547 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8786206.000000 Penalty: 5507.723145
	Iteration 7F: 3 clusters Score -8786206 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -8789392.000000 Penalty: 5507.723145
	Iteration 8F: 3 clusters Score -8789392 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 50971 members 
Entering Unmasked Estep 
Score: -8792558.000000 Penalty: 5507.723145
	Iteration 9F: 3 clusters Score -8792558 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -8794871.000000 Penalty: 5507.723145
	Iteration 10Q: 3 clusters Score -8794871 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -8796409.000000 Penalty: 5507.723145
	Iteration 11Q: 3 clusters Score -8796409 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -8797369.000000 Penalty: 5507.723145
	Iteration 12Q: 3 clusters Score -8797369 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 57833 members 
Entering Unmasked Estep 
Score: -8798027.000000 Penalty: 5507.723145
	Iteration 13Q: 3 clusters Score -8798027 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 58841 members 
Entering Unmasked Estep 
Score: -8798531.000000 Penalty: 5507.723145
	Iteration 14Q: 3 clusters Score -8798531 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -8798930.000000 Penalty: 5507.723145
	Iteration 15Q: 3 clusters Score -8798930 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 60536 members 
Entering Unmasked Estep 
Score: -8799227.000000 Penalty: 5507.723145
	Iteration 16Q: 3 clusters Score -8799227 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -8799634.000000 Penalty: 5507.723145
	Iteration 17Q: 3 clusters Score -8799634 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 62039 members 
Entering Unmasked Estep 
Score: -8799977.000000 Penalty: 5507.723145
	Iteration 18Q: 3 clusters Score -8799977 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 62676 members 
Entering Unmasked Estep 
Score: -8800292.000000 Penalty: 5507.723145
	Iteration 19Q: 3 clusters Score -8800292 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 63238 members 
Entering Unmasked Estep 
Score: -8800606.000000 Penalty: 5507.723145
	Iteration 20F: 3 clusters Score -8800606 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 63701 members 
Entering Unmasked Estep 
Score: -8800847.000000 Penalty: 5507.723145
	Iteration 21Q: 3 clusters Score -8800847 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -8800983.000000 Penalty: 5507.723145
	Iteration 22Q: 3 clusters Score -8800983 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 64383 members 
Entering Unmasked Estep 
Score: -8801164.000000 Penalty: 5507.723145
	Iteration 23Q: 3 clusters Score -8801164 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -8801314.000000 Penalty: 5507.723145
	Iteration 24Q: 3 clusters Score -8801314 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 64886 members 
Entering Unmasked Estep 
Score: -8801437.000000 Penalty: 5507.723145
	Iteration 25Q: 3 clusters Score -8801437 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 65075 members 
Entering Unmasked Estep 
Score: -8801521.000000 Penalty: 5507.723145
	Iteration 26Q: 3 clusters Score -8801521 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 65216 members 
Entering Unmasked Estep 
Score: -8801620.000000 Penalty: 5507.723145
	Iteration 27Q: 3 clusters Score -8801620 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -8801677.000000 Penalty: 5507.723145
	Iteration 28Q: 3 clusters Score -8801677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 65383 members 
Entering Unmasked Estep 
Score: -8801691.000000 Penalty: 5507.723145
	Iteration 29Q: 3 clusters Score -8801691 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 65440 members 
Entering Unmasked Estep 
Score: -8801758.000000 Penalty: 5507.723145
	Iteration 30Q: 3 clusters Score -8801758 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 65481 members 
Entering Unmasked Estep 
Score: -8801794.000000 Penalty: 5507.723145
	Iteration 31Q: 3 clusters Score -8801794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 65515 members 
Entering Unmasked Estep 
Score: -8801821.000000 Penalty: 5507.723145
	Iteration 32Q: 3 clusters Score -8801821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 65539 members 
Entering Unmasked Estep 
Score: -8801848.000000 Penalty: 5507.723145
	Iteration 33Q: 3 clusters Score -8801848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 65558 members 
Entering Unmasked Estep 
Score: -8801862.000000 Penalty: 5507.723145
	Iteration 34Q: 3 clusters Score -8801862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 65580 members 
Entering Unmasked Estep 
Score: -8801865.000000 Penalty: 5507.723145
	Iteration 35Q: 3 clusters Score -8801865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 65594 members 
Entering Unmasked Estep 
Score: -8801883.000000 Penalty: 5507.723145
	Iteration 36Q: 3 clusters Score -8801883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 65604 members 
Entering Unmasked Estep 
Score: -8801889.000000 Penalty: 5507.723145
	Iteration 37Q: 3 clusters Score -8801889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 65616 members 
Entering Unmasked Estep 
Score: -8801893.000000 Penalty: 5507.723145
	Iteration 38Q: 3 clusters Score -8801893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 65625 members 
Entering Unmasked Estep 
Score: -8801906.000000 Penalty: 5507.723145
	Iteration 39Q: 3 clusters Score -8801906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -8801903.000000 Penalty: 5507.723145
	Iteration 40F: 3 clusters Score -8801903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 65648 members 
Entering Unmasked Estep 
Score: -8801902.000000 Penalty: 5507.723145
	Iteration 41Q: 3 clusters Score -8801902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 65655 members 
Entering Unmasked Estep 
Score: -8801916.000000 Penalty: 5507.723145
	Iteration 42Q: 3 clusters Score -8801916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 65662 members 
Entering Unmasked Estep 
Score: -8801911.000000 Penalty: 5507.723145
	Iteration 43Q: 3 clusters Score -8801911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 65667 members 
Entering Unmasked Estep 
Score: -8801922.000000 Penalty: 5507.723145
	Iteration 44Q: 3 clusters Score -8801922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 65671 members 
Entering Unmasked Estep 
Score: -8801926.000000 Penalty: 5507.723145
	Iteration 45Q: 3 clusters Score -8801926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 65674 members 
Entering Unmasked Estep 
Score: -8801927.000000 Penalty: 5507.723145
	Iteration 46Q: 3 clusters Score -8801927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -8801922.000000 Penalty: 5507.723145
	Iteration 47Q: 3 clusters Score -8801922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 65689 members 
Entering Unmasked Estep 
Score: -8801921.000000 Penalty: 5507.723145
	Iteration 48Q: 3 clusters Score -8801921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 65694 members 
Entering Unmasked Estep 
Score: -8801917.000000 Penalty: 5507.723145
	Iteration 49Q: 3 clusters Score -8801917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 65698 members 
Entering Unmasked Estep 
Score: -8801917.000000 Penalty: 5507.723145
	Iteration 50Q: 3 clusters Score -8801917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -8801924.000000 Penalty: 5507.723145
	Iteration 51Q: 3 clusters Score -8801924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -8801928.000000 Penalty: 5507.723145
	Iteration 52Q: 3 clusters Score -8801928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 65701 members 
Entering Unmasked Estep 
Score: -8801928.000000 Penalty: 5507.723145
	Iteration 53Q: 3 clusters Score -8801928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 65703 members 
Entering Unmasked Estep 
Score: -8801929.000000 Penalty: 5507.723145
	Iteration 54Q: 3 clusters Score -8801929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 65708 members 
Entering Unmasked Estep 
Score: -8801927.000000 Penalty: 5507.723145
	Iteration 55Q: 3 clusters Score -8801927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 65711 members 
Entering Unmasked Estep 
Score: -8801936.000000 Penalty: 5507.723145
	Iteration 56Q: 3 clusters Score -8801936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -8801934.000000 Penalty: 5507.723145
	Iteration 57Q: 3 clusters Score -8801934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 65713 members 
Entering Unmasked Estep 
Score: -8801934.000000 Penalty: 5507.723145
	Iteration 58F: 3 clusters Score -8801934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -98503.421875 Penalty: 1643.754272
	Iteration 0F: 2 clusters Score -98503.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -96850.062500 Penalty: 3287.508545
	Iteration 0F: 3 clusters Score -96850.06 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97171.773438 Penalty: 3287.508545
	Iteration 1F: 3 clusters Score -97171.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97394.343750 Penalty: 3287.508545
	Iteration 2F: 3 clusters Score -97394.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97649.359375 Penalty: 3287.508545
	Iteration 3F: 3 clusters Score -97649.36 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -98098.328125 Penalty: 3287.508545
	Iteration 4F: 3 clusters Score -98098.33 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -98481.773438 Penalty: 3287.508545
	Iteration 5F: 3 clusters Score -98481.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -98835.656250 Penalty: 3287.508545
	Iteration 6Q: 3 clusters Score -98835.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -99049.476562 Penalty: 3287.508545
	Iteration 7Q: 3 clusters Score -99049.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -99214.554688 Penalty: 3287.508545
	Iteration 8Q: 3 clusters Score -99214.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -99278.781250 Penalty: 3287.508545
	Iteration 9Q: 3 clusters Score -99278.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -99278.781250 Penalty: 3287.508545
	Iteration 10F: 3 clusters Score -99278.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66455 members 
Mstep: Class 3 contains 555 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95383 members 
Mstep: Class 9 contains 46009 members 
Mstep: Class 10 contains 99132 members 
Mstep: Class 11 contains 36955 members 
Mstep: Class 12 contains 11552 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44176 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22425 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31422 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28422 members 
Mstep: Class 23 contains 9309 members 
Mstep: Class 24 contains 5688 members 
Mstep: Class 25 contains 54041 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 273501 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 201 members 
Entering Unmasked Estep 
Score: -122226648.000000 Penalty: 98657.695312
Splitting cluster 3 changes total score from -122227472.000000 to -122226648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -63031.097656 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -63031.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61643.695312 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -61643.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61858.351562 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -61858.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61919.136719 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -61919.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -61944.976562 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -61944.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -61960.859375 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -61960.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -61983.808594 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -61983.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -62000.933594 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -62000.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -62033.433594 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -62033.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -62051.839844 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -62051.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -62077.640625 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -62077.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -62091.128906 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -62091.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -62108.679688 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -62108.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -62122.136719 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -62122.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -62130.878906 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -62130.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -62135.539062 Penalty: 3072.425049
	Iteration 14Q: 3 clusters Score -62135.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -62141.171875 Penalty: 3072.425049
	Iteration 15Q: 3 clusters Score -62141.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -62143.718750 Penalty: 3072.425049
	Iteration 16Q: 3 clusters Score -62143.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -62147.507812 Penalty: 3072.425049
	Iteration 17Q: 3 clusters Score -62147.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -62148.828125 Penalty: 3072.425049
	Iteration 18F: 3 clusters Score -62148.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -62156.152344 Penalty: 3072.425049
	Iteration 19Q: 3 clusters Score -62156.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -62161.468750 Penalty: 3072.425049
	Iteration 20F: 3 clusters Score -62161.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -62797.566406 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -62797.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61342.371094 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61342.37 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61716.113281 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -61716.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61889.761719 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -61889.76 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62004.320312 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -62004.32 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -62182.046875 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -62182.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -62353.828125 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -62353.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -62457.023438 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -62457.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -62863.820312 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -62863.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -63052.632812 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -63052.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -63112.425781 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -63112.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -63268.609375 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -63268.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -63310.527344 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -63310.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -63315.574219 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -63315.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -63318.398438 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -63318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -63318.398438 Penalty: 3116.930664
	Iteration 14F: 3 clusters Score -63318.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66455 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 407 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95383 members 
Mstep: Class 9 contains 46009 members 
Mstep: Class 10 contains 99132 members 
Mstep: Class 11 contains 36955 members 
Mstep: Class 12 contains 11552 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44176 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22425 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31422 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28422 members 
Mstep: Class 23 contains 9309 members 
Mstep: Class 24 contains 5688 members 
Mstep: Class 25 contains 54041 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 273501 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 129 members 
Entering Unmasked Estep 
Score: -122226144.000000 Penalty: 98657.695312
Splitting cluster 5 changes total score from -122227472.000000 to -122226144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Entering Unmasked Estep 
Score: -173461.968750 Penalty: 1797.276001
	Iteration 0F: 2 clusters Score -173462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -171267.984375 Penalty: 3594.552002
	Iteration 0F: 3 clusters Score -171268 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -171725.109375 Penalty: 3594.552002
	Iteration 1F: 3 clusters Score -171725.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -172038.640625 Penalty: 3594.552002
	Iteration 2F: 3 clusters Score -172038.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -172258.671875 Penalty: 3594.552002
	Iteration 3F: 3 clusters Score -172258.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -172465.796875 Penalty: 3594.552002
	Iteration 4F: 3 clusters Score -172465.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -172631.234375 Penalty: 3594.552002
	Iteration 5F: 3 clusters Score -172631.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -172736.375000 Penalty: 3594.552002
	Iteration 6Q: 3 clusters Score -172736.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -172800.843750 Penalty: 3594.552002
	Iteration 7Q: 3 clusters Score -172800.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -172846.609375 Penalty: 3594.552002
	Iteration 8Q: 3 clusters Score -172846.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -172895.578125 Penalty: 3594.552002
	Iteration 9Q: 3 clusters Score -172895.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -172919.609375 Penalty: 3594.552002
	Iteration 10Q: 3 clusters Score -172919.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -172938.062500 Penalty: 3594.552002
	Iteration 11Q: 3 clusters Score -172938.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -172959.093750 Penalty: 3594.552002
	Iteration 12Q: 3 clusters Score -172959.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -172985.390625 Penalty: 3594.552002
	Iteration 13Q: 3 clusters Score -172985.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -173008.328125 Penalty: 3594.552002
	Iteration 14Q: 3 clusters Score -173008.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -173025.859375 Penalty: 3594.552002
	Iteration 15Q: 3 clusters Score -173025.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -173031.937500 Penalty: 3594.552002
	Iteration 16Q: 3 clusters Score -173031.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -173035.718750 Penalty: 3594.552002
	Iteration 17Q: 3 clusters Score -173035.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -173042.328125 Penalty: 3594.552002
	Iteration 18Q: 3 clusters Score -173042.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -173046.312500 Penalty: 3594.552002
	Iteration 19Q: 3 clusters Score -173046.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -173052.093750 Penalty: 3594.552002
	Iteration 20F: 3 clusters Score -173052.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -173063.015625 Penalty: 3594.552002
	Iteration 21Q: 3 clusters Score -173063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -173067.078125 Penalty: 3594.552002
	Iteration 22Q: 3 clusters Score -173067.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -173071.218750 Penalty: 3594.552002
	Iteration 23Q: 3 clusters Score -173071.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -173077.812500 Penalty: 3594.552002
	Iteration 24Q: 3 clusters Score -173077.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -173081.421875 Penalty: 3594.552002
	Iteration 25Q: 3 clusters Score -173081.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -173084.171875 Penalty: 3594.552002
	Iteration 26Q: 3 clusters Score -173084.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -173088.203125 Penalty: 3594.552002
	Iteration 27Q: 3 clusters Score -173088.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -173088.531250 Penalty: 3594.552002
	Iteration 28Q: 3 clusters Score -173088.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -173088.531250 Penalty: 3594.552002
	Iteration 29F: 3 clusters Score -173088.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -74544.421875 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -74544.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73134.179688 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -73134.18 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -73557.898438 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -73557.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -74098.281250 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -74098.28 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -74918.882812 Penalty: 3157.769287
	Iteration 3F: 3 clusters Score -74918.88 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -75127.476562 Penalty: 3157.769287
	Iteration 4F: 3 clusters Score -75127.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -75212.929688 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -75212.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -75241.210938 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -75241.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -75263.265625 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -75263.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -75267.796875 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -75267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -75267.796875 Penalty: 3157.769287
	Iteration 9F: 3 clusters Score -75267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66455 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 509 members 
Mstep: Class 8 contains 95383 members 
Mstep: Class 9 contains 46009 members 
Mstep: Class 10 contains 99132 members 
Mstep: Class 11 contains 36955 members 
Mstep: Class 12 contains 11552 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44176 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22425 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31422 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28422 members 
Mstep: Class 23 contains 9309 members 
Mstep: Class 24 contains 5688 members 
Mstep: Class 25 contains 54041 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 273501 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 73 members 
Entering Unmasked Estep 
Score: -122226160.000000 Penalty: 98657.695312
Splitting cluster 7 changes total score from -122227472.000000 to -122226160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (95383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95383 members 
Entering Unmasked Estep 
Score: -13232388.000000 Penalty: 2843.482422
	Iteration 0F: 2 clusters Score -1.323239e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 47839 members 
Entering Unmasked Estep 
Score: -13168564.000000 Penalty: 5686.964844
	Iteration 0F: 3 clusters Score -1.316856e+07 nChanged 45063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -13193948.000000 Penalty: 5686.964844
	Iteration 1F: 3 clusters Score -1.319395e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -13194851.000000 Penalty: 5686.964844
	Iteration 2Q: 3 clusters Score -1.319485e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -13195804.000000 Penalty: 5686.964844
	Iteration 3Q: 3 clusters Score -1.31958e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44295 members 
Mstep: Class 2 contains 51088 members 
Entering Unmasked Estep 
Score: -13196745.000000 Penalty: 5686.964844
	Iteration 4Q: 3 clusters Score -1.319674e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -13198193.000000 Penalty: 5686.964844
	Iteration 5Q: 3 clusters Score -1.319819e+07 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 54712 members 
Entering Unmasked Estep 
Score: -13199972.000000 Penalty: 5686.964844
	Iteration 6Q: 3 clusters Score -1.319997e+07 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 57577 members 
Entering Unmasked Estep 
Score: -13202518.000000 Penalty: 5686.964844
	Iteration 7Q: 3 clusters Score -1.320252e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -13205606.000000 Penalty: 5686.964844
	Iteration 8F: 3 clusters Score -1.320561e+07 nChanged 5326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 65739 members 
Entering Unmasked Estep 
Score: -13209280.000000 Penalty: 5686.964844
	Iteration 9F: 3 clusters Score -1.320928e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -13213249.000000 Penalty: 5686.964844
	Iteration 10F: 3 clusters Score -1.321325e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 75490 members 
Entering Unmasked Estep 
Score: -13217092.000000 Penalty: 5686.964844
	Iteration 11F: 3 clusters Score -1.321709e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 79684 members 
Entering Unmasked Estep 
Score: -13220299.000000 Penalty: 5686.964844
	Iteration 12Q: 3 clusters Score -1.32203e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -13222750.000000 Penalty: 5686.964844
	Iteration 13Q: 3 clusters Score -1.322275e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 85845 members 
Entering Unmasked Estep 
Score: -13224600.000000 Penalty: 5686.964844
	Iteration 14Q: 3 clusters Score -1.32246e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 88063 members 
Entering Unmasked Estep 
Score: -13226088.000000 Penalty: 5686.964844
	Iteration 15Q: 3 clusters Score -1.322609e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 89839 members 
Entering Unmasked Estep 
Score: -13227213.000000 Penalty: 5686.964844
	Iteration 16Q: 3 clusters Score -1.322721e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 91221 members 
Entering Unmasked Estep 
Score: -13228127.000000 Penalty: 5686.964844
	Iteration 17Q: 3 clusters Score -1.322813e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 92222 members 
Entering Unmasked Estep 
Score: -13228683.000000 Penalty: 5686.964844
	Iteration 18Q: 3 clusters Score -1.322868e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 92924 members 
Entering Unmasked Estep 
Score: -13229069.000000 Penalty: 5686.964844
	Iteration 19Q: 3 clusters Score -1.322907e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -13229305.000000 Penalty: 5686.964844
	Iteration 20F: 3 clusters Score -1.32293e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 93719 members 
Entering Unmasked Estep 
Score: -13229484.000000 Penalty: 5686.964844
	Iteration 21Q: 3 clusters Score -1.322948e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 93960 members 
Entering Unmasked Estep 
Score: -13229580.000000 Penalty: 5686.964844
	Iteration 22Q: 3 clusters Score -1.322958e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 94113 members 
Entering Unmasked Estep 
Score: -13229638.000000 Penalty: 5686.964844
	Iteration 23Q: 3 clusters Score -1.322964e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 94241 members 
Entering Unmasked Estep 
Score: -13229720.000000 Penalty: 5686.964844
	Iteration 24Q: 3 clusters Score -1.322972e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 94338 members 
Entering Unmasked Estep 
Score: -13229795.000000 Penalty: 5686.964844
	Iteration 25Q: 3 clusters Score -1.32298e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 94414 members 
Entering Unmasked Estep 
Score: -13229837.000000 Penalty: 5686.964844
	Iteration 26Q: 3 clusters Score -1.322984e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 94469 members 
Entering Unmasked Estep 
Score: -13229864.000000 Penalty: 5686.964844
	Iteration 27Q: 3 clusters Score -1.322986e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 94514 members 
Entering Unmasked Estep 
Score: -13229885.000000 Penalty: 5686.964844
	Iteration 28Q: 3 clusters Score -1.322988e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -13229913.000000 Penalty: 5686.964844
	Iteration 29Q: 3 clusters Score -1.322991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 94564 members 
Entering Unmasked Estep 
Score: -13229922.000000 Penalty: 5686.964844
	Iteration 30Q: 3 clusters Score -1.322992e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 94575 members 
Entering Unmasked Estep 
Score: -13229926.000000 Penalty: 5686.964844
	Iteration 31Q: 3 clusters Score -1.322993e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 94591 members 
Entering Unmasked Estep 
Score: -13229941.000000 Penalty: 5686.964844
	Iteration 32Q: 3 clusters Score -1.322994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 94609 members 
Entering Unmasked Estep 
Score: -13229945.000000 Penalty: 5686.964844
	Iteration 33Q: 3 clusters Score -1.322994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 94627 members 
Entering Unmasked Estep 
Score: -13229967.000000 Penalty: 5686.964844
	Iteration 34Q: 3 clusters Score -1.322997e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 94642 members 
Entering Unmasked Estep 
Score: -13229984.000000 Penalty: 5686.964844
	Iteration 35Q: 3 clusters Score -1.322998e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 94653 members 
Entering Unmasked Estep 
Score: -13229993.000000 Penalty: 5686.964844
	Iteration 36Q: 3 clusters Score -1.322999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
Score: -13229991.000000 Penalty: 5686.964844
	Iteration 37Q: 3 clusters Score -1.322999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 94679 members 
Entering Unmasked Estep 
Score: -13230010.000000 Penalty: 5686.964844
	Iteration 38Q: 3 clusters Score -1.323001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 94685 members 
Entering Unmasked Estep 
Score: -13230015.000000 Penalty: 5686.964844
	Iteration 39Q: 3 clusters Score -1.323002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 94694 members 
Entering Unmasked Estep 
Score: -13230014.000000 Penalty: 5686.964844
	Iteration 40F: 3 clusters Score -1.323001e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 94695 members 
Entering Unmasked Estep 
Score: -13230023.000000 Penalty: 5686.964844
	Iteration 41Q: 3 clusters Score -1.323002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 94700 members 
Entering Unmasked Estep 
Score: -13230026.000000 Penalty: 5686.964844
	Iteration 42Q: 3 clusters Score -1.323003e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 94702 members 
Entering Unmasked Estep 
Score: -13230034.000000 Penalty: 5686.964844
	Iteration 43Q: 3 clusters Score -1.323003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 94704 members 
Entering Unmasked Estep 
Score: -13230033.000000 Penalty: 5686.964844
	Iteration 44Q: 3 clusters Score -1.323003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 94712 members 
Entering Unmasked Estep 
Score: -13230044.000000 Penalty: 5686.964844
	Iteration 45Q: 3 clusters Score -1.323004e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 94717 members 
Entering Unmasked Estep 
Score: -13230044.000000 Penalty: 5686.964844
	Iteration 46Q: 3 clusters Score -1.323004e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 94722 members 
Entering Unmasked Estep 
Score: -13230053.000000 Penalty: 5686.964844
	Iteration 47Q: 3 clusters Score -1.323005e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 94728 members 
Entering Unmasked Estep 
Score: -13230056.000000 Penalty: 5686.964844
	Iteration 48Q: 3 clusters Score -1.323006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 94733 members 
Entering Unmasked Estep 
Score: -13230065.000000 Penalty: 5686.964844
	Iteration 49Q: 3 clusters Score -1.323006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 94732 members 
Entering Unmasked Estep 
Score: -13230064.000000 Penalty: 5686.964844
	Iteration 50Q: 3 clusters Score -1.323006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 94735 members 
Entering Unmasked Estep 
Score: -13230068.000000 Penalty: 5686.964844
	Iteration 51Q: 3 clusters Score -1.323007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 94737 members 
Entering Unmasked Estep 
Score: -13230078.000000 Penalty: 5686.964844
	Iteration 52Q: 3 clusters Score -1.323008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 94741 members 
Entering Unmasked Estep 
Score: -13230071.000000 Penalty: 5686.964844
	Iteration 53Q: 3 clusters Score -1.323007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 94742 members 
Entering Unmasked Estep 
Score: -13230066.000000 Penalty: 5686.964844
	Iteration 54Q: 3 clusters Score -1.323007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 94742 members 
Entering Unmasked Estep 
Score: -13230074.000000 Penalty: 5686.964844
	Iteration 55Q: 3 clusters Score -1.323007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 94744 members 
Entering Unmasked Estep 
Score: -13230069.000000 Penalty: 5686.964844
	Iteration 56Q: 3 clusters Score -1.323007e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -13230071.000000 Penalty: 5686.964844
	Iteration 57Q: 3 clusters Score -1.323007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 94746 members 
Entering Unmasked Estep 
Score: -13230073.000000 Penalty: 5686.964844
	Iteration 58Q: 3 clusters Score -1.323007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -13230074.000000 Penalty: 5686.964844
	Iteration 59Q: 3 clusters Score -1.323007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -13230074.000000 Penalty: 5686.964844
	Iteration 60F: 3 clusters Score -1.323007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Entering Unmasked Estep 
Score: -6373244.000000 Penalty: 2662.674805
	Iteration 0F: 2 clusters Score -6373244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -6342062.500000 Penalty: 5325.349609
	Iteration 0F: 3 clusters Score -6342062 nChanged 21204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -6353501.500000 Penalty: 5325.349609
	Iteration 1F: 3 clusters Score -6353502 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -6353941.500000 Penalty: 5325.349609
	Iteration 2Q: 3 clusters Score -6353942 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -6354308.000000 Penalty: 5325.349609
	Iteration 3Q: 3 clusters Score -6354308 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -6354711.500000 Penalty: 5325.349609
	Iteration 4Q: 3 clusters Score -6354712 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -6355086.000000 Penalty: 5325.349609
	Iteration 5Q: 3 clusters Score -6355086 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -6355571.000000 Penalty: 5325.349609
	Iteration 6Q: 3 clusters Score -6355571 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -6356210.500000 Penalty: 5325.349609
	Iteration 7Q: 3 clusters Score -6356210 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -6357091.000000 Penalty: 5325.349609
	Iteration 8Q: 3 clusters Score -6357091 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -6358369.000000 Penalty: 5325.349609
	Iteration 9Q: 3 clusters Score -6358369 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 31483 members 
Entering Unmasked Estep 
Score: -6360004.500000 Penalty: 5325.349609
	Iteration 10F: 3 clusters Score -6360004 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -6361776.000000 Penalty: 5325.349609
	Iteration 11F: 3 clusters Score -6361776 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -6363595.000000 Penalty: 5325.349609
	Iteration 12F: 3 clusters Score -6363595 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -6365314.000000 Penalty: 5325.349609
	Iteration 13F: 3 clusters Score -6365314 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -6366789.000000 Penalty: 5325.349609
	Iteration 14Q: 3 clusters Score -6366789 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -6367852.500000 Penalty: 5325.349609
	Iteration 15Q: 3 clusters Score -6367852 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -6368698.500000 Penalty: 5325.349609
	Iteration 16Q: 3 clusters Score -6368698 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -6369271.500000 Penalty: 5325.349609
	Iteration 17Q: 3 clusters Score -6369272 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -6369745.500000 Penalty: 5325.349609
	Iteration 18Q: 3 clusters Score -6369746 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -6370080.500000 Penalty: 5325.349609
	Iteration 19Q: 3 clusters Score -6370080 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -6370286.000000 Penalty: 5325.349609
	Iteration 20F: 3 clusters Score -6370286 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -6370425.500000 Penalty: 5325.349609
	Iteration 21Q: 3 clusters Score -6370426 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -6370533.000000 Penalty: 5325.349609
	Iteration 22Q: 3 clusters Score -6370533 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -6370626.000000 Penalty: 5325.349609
	Iteration 23Q: 3 clusters Score -6370626 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -6370689.500000 Penalty: 5325.349609
	Iteration 24Q: 3 clusters Score -6370690 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -6370741.000000 Penalty: 5325.349609
	Iteration 25Q: 3 clusters Score -6370741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -6370784.500000 Penalty: 5325.349609
	Iteration 26Q: 3 clusters Score -6370784 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -6370825.500000 Penalty: 5325.349609
	Iteration 27Q: 3 clusters Score -6370826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -6370846.500000 Penalty: 5325.349609
	Iteration 28Q: 3 clusters Score -6370846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -6370854.500000 Penalty: 5325.349609
	Iteration 29Q: 3 clusters Score -6370854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -6370866.000000 Penalty: 5325.349609
	Iteration 30Q: 3 clusters Score -6370866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -6370872.500000 Penalty: 5325.349609
	Iteration 31Q: 3 clusters Score -6370872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -6370882.000000 Penalty: 5325.349609
	Iteration 32Q: 3 clusters Score -6370882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -6370889.000000 Penalty: 5325.349609
	Iteration 33Q: 3 clusters Score -6370889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -6370904.000000 Penalty: 5325.349609
	Iteration 34Q: 3 clusters Score -6370904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -6370906.500000 Penalty: 5325.349609
	Iteration 35Q: 3 clusters Score -6370906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -6370905.500000 Penalty: 5325.349609
	Iteration 36Q: 3 clusters Score -6370906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -6370916.500000 Penalty: 5325.349609
	Iteration 37Q: 3 clusters Score -6370916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -6370923.000000 Penalty: 5325.349609
	Iteration 38Q: 3 clusters Score -6370923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -6370925.500000 Penalty: 5325.349609
	Iteration 39Q: 3 clusters Score -6370926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -6370933.500000 Penalty: 5325.349609
	Iteration 40F: 3 clusters Score -6370934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -6370942.000000 Penalty: 5325.349609
	Iteration 41Q: 3 clusters Score -6370942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -6370944.000000 Penalty: 5325.349609
	Iteration 42Q: 3 clusters Score -6370944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -6370944.000000 Penalty: 5325.349609
	Iteration 43Q: 3 clusters Score -6370944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -6370947.500000 Penalty: 5325.349609
	Iteration 44Q: 3 clusters Score -6370948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -6370952.000000 Penalty: 5325.349609
	Iteration 45Q: 3 clusters Score -6370952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -6370958.500000 Penalty: 5325.349609
	Iteration 46Q: 3 clusters Score -6370958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -6370958.500000 Penalty: 5325.349609
	Iteration 47F: 3 clusters Score -6370958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99132 members 
Entering Unmasked Estep 
Score: -13614721.000000 Penalty: 2853.043457
	Iteration 0F: 2 clusters Score -1.361472e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -13548495.000000 Penalty: 5706.086914
	Iteration 0F: 3 clusters Score -1.35485e+07 nChanged 46800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 50848 members 
Entering Unmasked Estep 
Score: -13575309.000000 Penalty: 5706.086914
	Iteration 1F: 3 clusters Score -1.357531e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48008 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -13576514.000000 Penalty: 5706.086914
	Iteration 2Q: 3 clusters Score -1.357651e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47672 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -13578043.000000 Penalty: 5706.086914
	Iteration 3Q: 3 clusters Score -1.357804e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -13579867.000000 Penalty: 5706.086914
	Iteration 4Q: 3 clusters Score -1.357987e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -13582142.000000 Penalty: 5706.086914
	Iteration 5F: 3 clusters Score -1.358214e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 53601 members 
Entering Unmasked Estep 
Score: -13584740.000000 Penalty: 5706.086914
	Iteration 6F: 3 clusters Score -1.358474e+07 nChanged 5237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -13587446.000000 Penalty: 5706.086914
	Iteration 7F: 3 clusters Score -1.358745e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 57458 members 
Entering Unmasked Estep 
Score: -13589614.000000 Penalty: 5706.086914
	Iteration 8Q: 3 clusters Score -1.358961e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38872 members 
Mstep: Class 2 contains 60260 members 
Entering Unmasked Estep 
Score: -13591557.000000 Penalty: 5706.086914
	Iteration 9Q: 3 clusters Score -1.359156e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 63603 members 
Entering Unmasked Estep 
Score: -13593419.000000 Penalty: 5706.086914
	Iteration 10Q: 3 clusters Score -1.359342e+07 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
Score: -13595630.000000 Penalty: 5706.086914
	Iteration 11Q: 3 clusters Score -1.359563e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 72091 members 
Entering Unmasked Estep 
Score: -13597875.000000 Penalty: 5706.086914
	Iteration 12Q: 3 clusters Score -1.359788e+07 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -13600494.000000 Penalty: 5706.086914
	Iteration 13Q: 3 clusters Score -1.360049e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -13603210.000000 Penalty: 5706.086914
	Iteration 14Q: 3 clusters Score -1.360321e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -13605804.000000 Penalty: 5706.086914
	Iteration 15Q: 3 clusters Score -1.36058e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 89564 members 
Entering Unmasked Estep 
Score: -13607809.000000 Penalty: 5706.086914
	Iteration 16Q: 3 clusters Score -1.360781e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 92270 members 
Entering Unmasked Estep 
Score: -13609441.000000 Penalty: 5706.086914
	Iteration 17Q: 3 clusters Score -1.360944e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 94224 members 
Entering Unmasked Estep 
Score: -13610471.000000 Penalty: 5706.086914
	Iteration 18Q: 3 clusters Score -1.361047e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -13611200.000000 Penalty: 5706.086914
	Iteration 19Q: 3 clusters Score -1.36112e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -13611618.000000 Penalty: 5706.086914
	Iteration 20F: 3 clusters Score -1.361162e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 96874 members 
Entering Unmasked Estep 
Score: -13611919.000000 Penalty: 5706.086914
	Iteration 21Q: 3 clusters Score -1.361192e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 97210 members 
Entering Unmasked Estep 
Score: -13612128.000000 Penalty: 5706.086914
	Iteration 22Q: 3 clusters Score -1.361213e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -13612246.000000 Penalty: 5706.086914
	Iteration 23Q: 3 clusters Score -1.361225e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 97577 members 
Entering Unmasked Estep 
Score: -13612320.000000 Penalty: 5706.086914
	Iteration 24Q: 3 clusters Score -1.361232e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 97665 members 
Entering Unmasked Estep 
Score: -13612367.000000 Penalty: 5706.086914
	Iteration 25Q: 3 clusters Score -1.361237e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 97737 members 
Entering Unmasked Estep 
Score: -13612391.000000 Penalty: 5706.086914
	Iteration 26Q: 3 clusters Score -1.361239e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 97793 members 
Entering Unmasked Estep 
Score: -13612418.000000 Penalty: 5706.086914
	Iteration 27Q: 3 clusters Score -1.361242e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 97837 members 
Entering Unmasked Estep 
Score: -13612446.000000 Penalty: 5706.086914
	Iteration 28Q: 3 clusters Score -1.361245e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 97872 members 
Entering Unmasked Estep 
Score: -13612448.000000 Penalty: 5706.086914
	Iteration 29Q: 3 clusters Score -1.361245e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 97902 members 
Entering Unmasked Estep 
Score: -13612463.000000 Penalty: 5706.086914
	Iteration 30Q: 3 clusters Score -1.361246e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 97932 members 
Entering Unmasked Estep 
Score: -13612488.000000 Penalty: 5706.086914
	Iteration 31Q: 3 clusters Score -1.361249e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 97958 members 
Entering Unmasked Estep 
Score: -13612495.000000 Penalty: 5706.086914
	Iteration 32Q: 3 clusters Score -1.36125e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 97971 members 
Entering Unmasked Estep 
Score: -13612511.000000 Penalty: 5706.086914
	Iteration 33Q: 3 clusters Score -1.361251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 97997 members 
Entering Unmasked Estep 
Score: -13612502.000000 Penalty: 5706.086914
	Iteration 34Q: 3 clusters Score -1.36125e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 98021 members 
Entering Unmasked Estep 
Score: -13612506.000000 Penalty: 5706.086914
	Iteration 35Q: 3 clusters Score -1.361251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 98025 members 
Entering Unmasked Estep 
Score: -13612512.000000 Penalty: 5706.086914
	Iteration 36Q: 3 clusters Score -1.361251e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 98038 members 
Entering Unmasked Estep 
Score: -13612532.000000 Penalty: 5706.086914
	Iteration 37Q: 3 clusters Score -1.361253e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 98047 members 
Entering Unmasked Estep 
Score: -13612546.000000 Penalty: 5706.086914
	Iteration 38Q: 3 clusters Score -1.361255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 98052 members 
Entering Unmasked Estep 
Score: -13612564.000000 Penalty: 5706.086914
	Iteration 39Q: 3 clusters Score -1.361256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 98063 members 
Entering Unmasked Estep 
Score: -13612568.000000 Penalty: 5706.086914
	Iteration 40F: 3 clusters Score -1.361257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 98072 members 
Entering Unmasked Estep 
Score: -13612572.000000 Penalty: 5706.086914
	Iteration 41Q: 3 clusters Score -1.361257e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 98086 members 
Entering Unmasked Estep 
Score: -13612578.000000 Penalty: 5706.086914
	Iteration 42Q: 3 clusters Score -1.361258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 98097 members 
Entering Unmasked Estep 
Score: -13612579.000000 Penalty: 5706.086914
	Iteration 43Q: 3 clusters Score -1.361258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 98105 members 
Entering Unmasked Estep 
Score: -13612590.000000 Penalty: 5706.086914
	Iteration 44Q: 3 clusters Score -1.361259e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 98110 members 
Entering Unmasked Estep 
Score: -13612580.000000 Penalty: 5706.086914
	Iteration 45Q: 3 clusters Score -1.361258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 98120 members 
Entering Unmasked Estep 
Score: -13612591.000000 Penalty: 5706.086914
	Iteration 46Q: 3 clusters Score -1.361259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -13612606.000000 Penalty: 5706.086914
	Iteration 47Q: 3 clusters Score -1.361261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 98115 members 
Entering Unmasked Estep 
Score: -13612601.000000 Penalty: 5706.086914
	Iteration 48Q: 3 clusters Score -1.36126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -13612608.000000 Penalty: 5706.086914
	Iteration 49Q: 3 clusters Score -1.361261e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 98116 members 
Entering Unmasked Estep 
Score: -13612608.000000 Penalty: 5706.086914
	Iteration 50F: 3 clusters Score -1.361261e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (36955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Entering Unmasked Estep 
Score: -5145850.500000 Penalty: 2608.329102
	Iteration 0F: 2 clusters Score -5145850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -5120735.000000 Penalty: 5216.658203
	Iteration 0F: 3 clusters Score -5120735 nChanged 16835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -5129842.000000 Penalty: 5216.658203
	Iteration 1F: 3 clusters Score -5129842 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -5130344.500000 Penalty: 5216.658203
	Iteration 2Q: 3 clusters Score -5130344 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -5130779.000000 Penalty: 5216.658203
	Iteration 3Q: 3 clusters Score -5130779 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -5131289.500000 Penalty: 5216.658203
	Iteration 4Q: 3 clusters Score -5131290 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -5131875.500000 Penalty: 5216.658203
	Iteration 5Q: 3 clusters Score -5131876 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -5132599.500000 Penalty: 5216.658203
	Iteration 6Q: 3 clusters Score -5132600 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -5133449.000000 Penalty: 5216.658203
	Iteration 7Q: 3 clusters Score -5133449 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -5134410.500000 Penalty: 5216.658203
	Iteration 8Q: 3 clusters Score -5134410 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5135561.000000 Penalty: 5216.658203
	Iteration 9F: 3 clusters Score -5135561 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -5136721.500000 Penalty: 5216.658203
	Iteration 10Q: 3 clusters Score -5136722 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -5137719.500000 Penalty: 5216.658203
	Iteration 11Q: 3 clusters Score -5137720 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -5138572.000000 Penalty: 5216.658203
	Iteration 12Q: 3 clusters Score -5138572 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -5139219.000000 Penalty: 5216.658203
	Iteration 13Q: 3 clusters Score -5139219 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -5139659.500000 Penalty: 5216.658203
	Iteration 14Q: 3 clusters Score -5139660 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -5139990.000000 Penalty: 5216.658203
	Iteration 15Q: 3 clusters Score -5139990 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -5140290.000000 Penalty: 5216.658203
	Iteration 16Q: 3 clusters Score -5140290 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -5140644.500000 Penalty: 5216.658203
	Iteration 17Q: 3 clusters Score -5140644 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -5141013.500000 Penalty: 5216.658203
	Iteration 18Q: 3 clusters Score -5141014 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -5141519.000000 Penalty: 5216.658203
	Iteration 19Q: 3 clusters Score -5141519 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -5142013.000000 Penalty: 5216.658203
	Iteration 20F: 3 clusters Score -5142013 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -5142490.000000 Penalty: 5216.658203
	Iteration 21Q: 3 clusters Score -5142490 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -5142887.500000 Penalty: 5216.658203
	Iteration 22Q: 3 clusters Score -5142888 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -5143255.500000 Penalty: 5216.658203
	Iteration 23Q: 3 clusters Score -5143256 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
Score: -5143569.000000 Penalty: 5216.658203
	Iteration 24Q: 3 clusters Score -5143569 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -5143885.500000 Penalty: 5216.658203
	Iteration 25Q: 3 clusters Score -5143886 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
Score: -5144207.000000 Penalty: 5216.658203
	Iteration 26Q: 3 clusters Score -5144207 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -5144440.000000 Penalty: 5216.658203
	Iteration 27Q: 3 clusters Score -5144440 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -5144600.500000 Penalty: 5216.658203
	Iteration 28Q: 3 clusters Score -5144600 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -5144762.500000 Penalty: 5216.658203
	Iteration 29Q: 3 clusters Score -5144762 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -5144850.500000 Penalty: 5216.658203
	Iteration 30Q: 3 clusters Score -5144850 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -5144950.500000 Penalty: 5216.658203
	Iteration 31Q: 3 clusters Score -5144950 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -5145013.500000 Penalty: 5216.658203
	Iteration 32Q: 3 clusters Score -5145014 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -5145048.000000 Penalty: 5216.658203
	Iteration 33Q: 3 clusters Score -5145048 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -5145068.000000 Penalty: 5216.658203
	Iteration 34Q: 3 clusters Score -5145068 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -5145086.000000 Penalty: 5216.658203
	Iteration 35Q: 3 clusters Score -5145086 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -5145091.500000 Penalty: 5216.658203
	Iteration 36Q: 3 clusters Score -5145092 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -5145114.000000 Penalty: 5216.658203
	Iteration 37Q: 3 clusters Score -5145114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -5145118.000000 Penalty: 5216.658203
	Iteration 38Q: 3 clusters Score -5145118 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -5145106.500000 Penalty: 5216.658203
	Iteration 39Q: 3 clusters Score -5145106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -5145149.000000 Penalty: 5216.658203
	Iteration 40F: 3 clusters Score -5145149 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -5145168.000000 Penalty: 5216.658203
	Iteration 41Q: 3 clusters Score -5145168 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -5145177.500000 Penalty: 5216.658203
	Iteration 42Q: 3 clusters Score -5145178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -5145181.000000 Penalty: 5216.658203
	Iteration 43Q: 3 clusters Score -5145181 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -5145194.500000 Penalty: 5216.658203
	Iteration 44Q: 3 clusters Score -5145194 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -5145201.000000 Penalty: 5216.658203
	Iteration 45Q: 3 clusters Score -5145201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -5145211.500000 Penalty: 5216.658203
	Iteration 46Q: 3 clusters Score -5145212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -5145209.500000 Penalty: 5216.658203
	Iteration 47Q: 3 clusters Score -5145210 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -5145221.500000 Penalty: 5216.658203
	Iteration 48Q: 3 clusters Score -5145222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -5145214.500000 Penalty: 5216.658203
	Iteration 49Q: 3 clusters Score -5145214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -5145214.500000 Penalty: 5216.658203
	Iteration 50Q: 3 clusters Score -5145214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -5145217.500000 Penalty: 5216.658203
	Iteration 51Q: 3 clusters Score -5145218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -5145222.000000 Penalty: 5216.658203
	Iteration 52Q: 3 clusters Score -5145222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5145218.000000 Penalty: 5216.658203
	Iteration 53Q: 3 clusters Score -5145218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -5145231.000000 Penalty: 5216.658203
	Iteration 54Q: 3 clusters Score -5145231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -5145234.000000 Penalty: 5216.658203
	Iteration 55Q: 3 clusters Score -5145234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -5145235.500000 Penalty: 5216.658203
	Iteration 56Q: 3 clusters Score -5145236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -5145228.000000 Penalty: 5216.658203
	Iteration 57Q: 3 clusters Score -5145228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -5145229.000000 Penalty: 5216.658203
	Iteration 58Q: 3 clusters Score -5145229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -5145229.000000 Penalty: 5216.658203
	Iteration 59Q: 3 clusters Score -5145229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -5145227.500000 Penalty: 5216.658203
	Iteration 60F: 3 clusters Score -5145228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -5145223.500000 Penalty: 5216.658203
	Iteration 61Q: 3 clusters Score -5145224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -5145224.000000 Penalty: 5216.658203
	Iteration 62Q: 3 clusters Score -5145224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -5145228.500000 Penalty: 5216.658203
	Iteration 63Q: 3 clusters Score -5145228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -5145226.500000 Penalty: 5216.658203
	Iteration 64Q: 3 clusters Score -5145226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -5145226.000000 Penalty: 5216.658203
	Iteration 65Q: 3 clusters Score -5145226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -5145226.000000 Penalty: 5216.658203
	Iteration 66F: 3 clusters Score -5145226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Entering Unmasked Estep 
Score: -1503818.375000 Penalty: 2319.944336
	Iteration 0F: 2 clusters Score -1503818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1495241.125000 Penalty: 4639.888672
	Iteration 0F: 3 clusters Score -1495241 nChanged 4768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1497814.375000 Penalty: 4639.888672
	Iteration 1F: 3 clusters Score -1497814 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1498129.375000 Penalty: 4639.888672
	Iteration 2F: 3 clusters Score -1498129 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1498317.375000 Penalty: 4639.888672
	Iteration 3Q: 3 clusters Score -1498317 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1498468.750000 Penalty: 4639.888672
	Iteration 4Q: 3 clusters Score -1498469 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1498589.125000 Penalty: 4639.888672
	Iteration 5Q: 3 clusters Score -1498589 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1498687.875000 Penalty: 4639.888672
	Iteration 6Q: 3 clusters Score -1498688 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1498773.875000 Penalty: 4639.888672
	Iteration 7Q: 3 clusters Score -1498774 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1498837.000000 Penalty: 4639.888672
	Iteration 8Q: 3 clusters Score -1498837 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1498902.250000 Penalty: 4639.888672
	Iteration 9Q: 3 clusters Score -1498902 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1498964.500000 Penalty: 4639.888672
	Iteration 10Q: 3 clusters Score -1498964 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1499030.125000 Penalty: 4639.888672
	Iteration 11Q: 3 clusters Score -1499030 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1499099.625000 Penalty: 4639.888672
	Iteration 12Q: 3 clusters Score -1499100 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1499185.000000 Penalty: 4639.888672
	Iteration 13Q: 3 clusters Score -1499185 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1499273.500000 Penalty: 4639.888672
	Iteration 14Q: 3 clusters Score -1499274 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1499373.375000 Penalty: 4639.888672
	Iteration 15Q: 3 clusters Score -1499373 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1499491.000000 Penalty: 4639.888672
	Iteration 16Q: 3 clusters Score -1499491 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1499638.250000 Penalty: 4639.888672
	Iteration 17Q: 3 clusters Score -1499638 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1499794.750000 Penalty: 4639.888672
	Iteration 18Q: 3 clusters Score -1499795 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1499960.500000 Penalty: 4639.888672
	Iteration 19Q: 3 clusters Score -1499960 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1500141.625000 Penalty: 4639.888672
	Iteration 20F: 3 clusters Score -1500142 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1500317.500000 Penalty: 4639.888672
	Iteration 21Q: 3 clusters Score -1500318 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1500512.125000 Penalty: 4639.888672
	Iteration 22Q: 3 clusters Score -1500512 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1500691.125000 Penalty: 4639.888672
	Iteration 23Q: 3 clusters Score -1500691 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1500850.500000 Penalty: 4639.888672
	Iteration 24Q: 3 clusters Score -1500850 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1500991.625000 Penalty: 4639.888672
	Iteration 25Q: 3 clusters Score -1500992 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1501131.125000 Penalty: 4639.888672
	Iteration 26Q: 3 clusters Score -1501131 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1501266.125000 Penalty: 4639.888672
	Iteration 27Q: 3 clusters Score -1501266 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1501376.125000 Penalty: 4639.888672
	Iteration 28Q: 3 clusters Score -1501376 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1501449.125000 Penalty: 4639.888672
	Iteration 29Q: 3 clusters Score -1501449 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1501520.250000 Penalty: 4639.888672
	Iteration 30Q: 3 clusters Score -1501520 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1501573.500000 Penalty: 4639.888672
	Iteration 31Q: 3 clusters Score -1501574 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1501620.500000 Penalty: 4639.888672
	Iteration 32Q: 3 clusters Score -1501620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1501657.375000 Penalty: 4639.888672
	Iteration 33Q: 3 clusters Score -1501657 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1501686.125000 Penalty: 4639.888672
	Iteration 34Q: 3 clusters Score -1501686 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1501706.875000 Penalty: 4639.888672
	Iteration 35Q: 3 clusters Score -1501707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1501718.500000 Penalty: 4639.888672
	Iteration 36Q: 3 clusters Score -1501718 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1501725.875000 Penalty: 4639.888672
	Iteration 37Q: 3 clusters Score -1501726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1501732.125000 Penalty: 4639.888672
	Iteration 38Q: 3 clusters Score -1501732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1501741.125000 Penalty: 4639.888672
	Iteration 39Q: 3 clusters Score -1501741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1501748.500000 Penalty: 4639.888672
	Iteration 40F: 3 clusters Score -1501748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1501758.125000 Penalty: 4639.888672
	Iteration 41Q: 3 clusters Score -1501758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1501766.250000 Penalty: 4639.888672
	Iteration 42Q: 3 clusters Score -1501766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1501778.375000 Penalty: 4639.888672
	Iteration 43Q: 3 clusters Score -1501778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1501790.375000 Penalty: 4639.888672
	Iteration 44Q: 3 clusters Score -1501790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1501796.875000 Penalty: 4639.888672
	Iteration 45Q: 3 clusters Score -1501797 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1501802.125000 Penalty: 4639.888672
	Iteration 46Q: 3 clusters Score -1501802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1501806.750000 Penalty: 4639.888672
	Iteration 47Q: 3 clusters Score -1501807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1501811.750000 Penalty: 4639.888672
	Iteration 48Q: 3 clusters Score -1501812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1501812.250000 Penalty: 4639.888672
	Iteration 49Q: 3 clusters Score -1501812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1501815.125000 Penalty: 4639.888672
	Iteration 50Q: 3 clusters Score -1501815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1501817.500000 Penalty: 4639.888672
	Iteration 51Q: 3 clusters Score -1501818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1501817.500000 Penalty: 4639.888672
	Iteration 52F: 3 clusters Score -1501818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Entering Unmasked Estep 
Score: -1240633.750000 Penalty: 2258.090088
	Iteration 0F: 2 clusters Score -1240634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1233669.875000 Penalty: 4516.180176
	Iteration 0F: 3 clusters Score -1233670 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1235733.750000 Penalty: 4516.180176
	Iteration 1F: 3 clusters Score -1235734 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1236123.250000 Penalty: 4516.180176
	Iteration 2F: 3 clusters Score -1236123 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1236485.375000 Penalty: 4516.180176
	Iteration 3F: 3 clusters Score -1236485 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1236917.250000 Penalty: 4516.180176
	Iteration 4F: 3 clusters Score -1236917 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1237406.500000 Penalty: 4516.180176
	Iteration 5F: 3 clusters Score -1237406 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1237913.250000 Penalty: 4516.180176
	Iteration 6F: 3 clusters Score -1237913 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1238400.875000 Penalty: 4516.180176
	Iteration 7F: 3 clusters Score -1238401 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1238689.375000 Penalty: 4516.180176
	Iteration 8F: 3 clusters Score -1238689 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1238877.375000 Penalty: 4516.180176
	Iteration 9Q: 3 clusters Score -1238877 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1239043.375000 Penalty: 4516.180176
	Iteration 10Q: 3 clusters Score -1239043 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1239170.000000 Penalty: 4516.180176
	Iteration 11Q: 3 clusters Score -1239170 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1239280.125000 Penalty: 4516.180176
	Iteration 12Q: 3 clusters Score -1239280 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1239367.250000 Penalty: 4516.180176
	Iteration 13Q: 3 clusters Score -1239367 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1239444.125000 Penalty: 4516.180176
	Iteration 14Q: 3 clusters Score -1239444 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1239488.750000 Penalty: 4516.180176
	Iteration 15Q: 3 clusters Score -1239489 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1239530.500000 Penalty: 4516.180176
	Iteration 16Q: 3 clusters Score -1239530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1239580.625000 Penalty: 4516.180176
	Iteration 17Q: 3 clusters Score -1239581 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1239632.375000 Penalty: 4516.180176
	Iteration 18Q: 3 clusters Score -1239632 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1239677.750000 Penalty: 4516.180176
	Iteration 19Q: 3 clusters Score -1239678 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1239706.375000 Penalty: 4516.180176
	Iteration 20F: 3 clusters Score -1239706 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1239730.250000 Penalty: 4516.180176
	Iteration 21Q: 3 clusters Score -1239730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1239751.750000 Penalty: 4516.180176
	Iteration 22Q: 3 clusters Score -1239752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1239766.375000 Penalty: 4516.180176
	Iteration 23Q: 3 clusters Score -1239766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1239781.500000 Penalty: 4516.180176
	Iteration 24Q: 3 clusters Score -1239782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1239798.375000 Penalty: 4516.180176
	Iteration 25Q: 3 clusters Score -1239798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1239808.750000 Penalty: 4516.180176
	Iteration 26Q: 3 clusters Score -1239809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1239816.000000 Penalty: 4516.180176
	Iteration 27Q: 3 clusters Score -1239816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1239825.875000 Penalty: 4516.180176
	Iteration 28Q: 3 clusters Score -1239826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1239833.500000 Penalty: 4516.180176
	Iteration 29Q: 3 clusters Score -1239834 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1239836.375000 Penalty: 4516.180176
	Iteration 30Q: 3 clusters Score -1239836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1239838.500000 Penalty: 4516.180176
	Iteration 31Q: 3 clusters Score -1239838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1239841.750000 Penalty: 4516.180176
	Iteration 32Q: 3 clusters Score -1239842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1239849.375000 Penalty: 4516.180176
	Iteration 33Q: 3 clusters Score -1239849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1239853.125000 Penalty: 4516.180176
	Iteration 34Q: 3 clusters Score -1239853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1239860.250000 Penalty: 4516.180176
	Iteration 35Q: 3 clusters Score -1239860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1239862.375000 Penalty: 4516.180176
	Iteration 36Q: 3 clusters Score -1239862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1239866.375000 Penalty: 4516.180176
	Iteration 37Q: 3 clusters Score -1239866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1239868.000000 Penalty: 4516.180176
	Iteration 38Q: 3 clusters Score -1239868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1239873.250000 Penalty: 4516.180176
	Iteration 39Q: 3 clusters Score -1239873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1239874.500000 Penalty: 4516.180176
	Iteration 40F: 3 clusters Score -1239874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1239877.875000 Penalty: 4516.180176
	Iteration 41Q: 3 clusters Score -1239878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1239877.500000 Penalty: 4516.180176
	Iteration 42Q: 3 clusters Score -1239878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1239880.375000 Penalty: 4516.180176
	Iteration 43Q: 3 clusters Score -1239880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1239883.500000 Penalty: 4516.180176
	Iteration 44Q: 3 clusters Score -1239884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1239884.000000 Penalty: 4516.180176
	Iteration 45Q: 3 clusters Score -1239884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1239884.000000 Penalty: 4516.180176
	Iteration 46F: 3 clusters Score -1239884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Entering Unmasked Estep 
Score: -6017421.000000 Penalty: 2652.592529
	Iteration 0F: 2 clusters Score -6017421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -5987584.000000 Penalty: 5305.185059
	Iteration 0F: 3 clusters Score -5987584 nChanged 20357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 21871 members 
Entering Unmasked Estep 
Score: -5998826.000000 Penalty: 5305.185059
	Iteration 1F: 3 clusters Score -5998826 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -5999469.500000 Penalty: 5305.185059
	Iteration 2Q: 3 clusters Score -5999470 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -6000120.000000 Penalty: 5305.185059
	Iteration 3Q: 3 clusters Score -6000120 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -6000885.000000 Penalty: 5305.185059
	Iteration 4Q: 3 clusters Score -6000885 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6001682 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -6002660.000000 Penalty: 5305.185059
	Iteration 6Q: 3 clusters Score -6002660 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -6003875.500000 Penalty: 5305.185059
	Iteration 7F: 3 clusters Score -6003876 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -6005355.000000 Penalty: 5305.185059
	Iteration 8F: 3 clusters Score -6005355 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -6007177.500000 Penalty: 5305.185059
	Iteration 9F: 3 clusters Score -6007178 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -6009197.000000 Penalty: 5305.185059
	Iteration 10F: 3 clusters Score -6009197 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -6010954.500000 Penalty: 5305.185059
	Iteration 11F: 3 clusters Score -6010954 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -6012278.000000 Penalty: 5305.185059
	Iteration 12Q: 3 clusters Score -6012278 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -6013206.000000 Penalty: 5305.185059
	Iteration 13Q: 3 clusters Score -6013206 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28527 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -6013698.500000 Penalty: 5305.185059
	Iteration 14Q: 3 clusters Score -6013698 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -6014057.000000 Penalty: 5305.185059
	Iteration 15Q: 3 clusters Score -6014057 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -6014298.500000 Penalty: 5305.185059
	Iteration 16Q: 3 clusters Score -6014298 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -6014455.000000 Penalty: 5305.185059
	Iteration 17Q: 3 clusters Score -6014455 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -6014600.500000 Penalty: 5305.185059
	Iteration 18Q: 3 clusters Score -6014600 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -6014719.500000 Penalty: 5305.185059
	Iteration 19Q: 3 clusters Score -6014720 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -6014841.500000 Penalty: 5305.185059
	Iteration 20F: 3 clusters Score -6014842 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -6014930.000000 Penalty: 5305.185059
	Iteration 21Q: 3 clusters Score -6014930 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -6015028.000000 Penalty: 5305.185059
	Iteration 22Q: 3 clusters Score -6015028 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -6015113.500000 Penalty: 5305.185059
	Iteration 23Q: 3 clusters Score -6015114 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -6015176.000000 Penalty: 5305.185059
	Iteration 24Q: 3 clusters Score -6015176 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -6015304.000000 Penalty: 5305.185059
	Iteration 25Q: 3 clusters Score -6015304 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -6015365.000000 Penalty: 5305.185059
	Iteration 26Q: 3 clusters Score -6015365 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -6015370.500000 Penalty: 5305.185059
	Iteration 27Q: 3 clusters Score -6015370 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -6015426.500000 Penalty: 5305.185059
	Iteration 28Q: 3 clusters Score -6015426 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -6015437.500000 Penalty: 5305.185059
	Iteration 29Q: 3 clusters Score -6015438 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -6015446.500000 Penalty: 5305.185059
	Iteration 30Q: 3 clusters Score -6015446 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -6015469.000000 Penalty: 5305.185059
	Iteration 31Q: 3 clusters Score -6015469 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -6015483.000000 Penalty: 5305.185059
	Iteration 32Q: 3 clusters Score -6015483 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -6015507.000000 Penalty: 5305.185059
	Iteration 33Q: 3 clusters Score -6015507 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -6015530.000000 Penalty: 5305.185059
	Iteration 34Q: 3 clusters Score -6015530 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30924 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -6015545.000000 Penalty: 5305.185059
	Iteration 35Q: 3 clusters Score -6015545 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -6015562.000000 Penalty: 5305.185059
	Iteration 36Q: 3 clusters Score -6015562 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -6015567.000000 Penalty: 5305.185059
	Iteration 37Q: 3 clusters Score -6015567 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -6015591.500000 Penalty: 5305.185059
	Iteration 38Q: 3 clusters Score -6015592 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -6015595.000000 Penalty: 5305.185059
	Iteration 39Q: 3 clusters Score -6015595 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -6015616.500000 Penalty: 5305.185059
	Iteration 40F: 3 clusters Score -6015616 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31401 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -6015629.000000 Penalty: 5305.185059
	Iteration 41Q: 3 clusters Score -6015629 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -6015631.500000 Penalty: 5305.185059
	Iteration 42Q: 3 clusters Score -6015632 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -6015663.000000 Penalty: 5305.185059
	Iteration 43Q: 3 clusters Score -6015663 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -6015676.000000 Penalty: 5305.185059
	Iteration 44Q: 3 clusters Score -6015676 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -6015676.000000 Penalty: 5305.185059
	Iteration 45Q: 3 clusters Score -6015676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -6015678.000000 Penalty: 5305.185059
	Iteration 46Q: 3 clusters Score -6015678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -6015678.500000 Penalty: 5305.185059
	Iteration 47Q: 3 clusters Score -6015678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -6015682.000000 Penalty: 5305.185059
	Iteration 48Q: 3 clusters Score -6015682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -6015678.000000 Penalty: 5305.185059
	Iteration 49Q: 3 clusters Score -6015678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -6015684.000000 Penalty: 5305.185059
	Iteration 50Q: 3 clusters Score -6015684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -6015686.000000 Penalty: 5305.185059
	Iteration 51Q: 3 clusters Score -6015686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -6015685.500000 Penalty: 5305.185059
	Iteration 52Q: 3 clusters Score -6015686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -6015687.000000 Penalty: 5305.185059
	Iteration 53Q: 3 clusters Score -6015687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -6015679.000000 Penalty: 5305.185059
	Iteration 54Q: 3 clusters Score -6015679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -6015677.000000 Penalty: 5305.185059
	Iteration 55Q: 3 clusters Score -6015677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -6015675.000000 Penalty: 5305.185059
	Iteration 56Q: 3 clusters Score -6015675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -6015683.000000 Penalty: 5305.185059
	Iteration 57Q: 3 clusters Score -6015683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31944 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -6015685.000000 Penalty: 5305.185059
	Iteration 58Q: 3 clusters Score -6015685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31950 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -6015681.000000 Penalty: 5305.185059
	Iteration 59Q: 3 clusters Score -6015681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -6015685.500000 Penalty: 5305.185059
	Iteration 60F: 3 clusters Score -6015686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -6015683.000000 Penalty: 5305.185059
	Iteration 61Q: 3 clusters Score -6015683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -6015673.000000 Penalty: 5305.185059
	Iteration 62Q: 3 clusters Score -6015673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -6015671.500000 Penalty: 5305.185059
	Iteration 63Q: 3 clusters Score -6015672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -6015671.000000 Penalty: 5305.185059
	Iteration 64Q: 3 clusters Score -6015671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -6015676.000000 Penalty: 5305.185059
	Iteration 65Q: 3 clusters Score -6015676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -6015680.000000 Penalty: 5305.185059
	Iteration 66Q: 3 clusters Score -6015680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -6015678.500000 Penalty: 5305.185059
	Iteration 67Q: 3 clusters Score -6015678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -6015686.500000 Penalty: 5305.185059
	Iteration 68Q: 3 clusters Score -6015686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -6015685.000000 Penalty: 5305.185059
	Iteration 69Q: 3 clusters Score -6015685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -6015682.500000 Penalty: 5305.185059
	Iteration 70Q: 3 clusters Score -6015682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -6015682.500000 Penalty: 5305.185059
	Iteration 71F: 3 clusters Score -6015682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8255 members 
Entering Unmasked Estep 
Score: -1101880.500000 Penalty: 2236.606445
	Iteration 0F: 2 clusters Score -1101880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1095381.000000 Penalty: 4473.212891
	Iteration 0F: 3 clusters Score -1095381 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1097197.875000 Penalty: 4473.212891
	Iteration 1F: 3 clusters Score -1097198 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1097480.375000 Penalty: 4473.212891
	Iteration 2F: 3 clusters Score -1097480 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1097682.375000 Penalty: 4473.212891
	Iteration 3F: 3 clusters Score -1097682 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1097827.125000 Penalty: 4473.212891
	Iteration 4Q: 3 clusters Score -1097827 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1097985.250000 Penalty: 4473.212891
	Iteration 5Q: 3 clusters Score -1097985 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1098158.875000 Penalty: 4473.212891
	Iteration 6Q: 3 clusters Score -1098159 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1098335.000000 Penalty: 4473.212891
	Iteration 7Q: 3 clusters Score -1098335 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1098519.750000 Penalty: 4473.212891
	Iteration 8Q: 3 clusters Score -1098520 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1098703.750000 Penalty: 4473.212891
	Iteration 9Q: 3 clusters Score -1098704 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1098899.125000 Penalty: 4473.212891
	Iteration 10Q: 3 clusters Score -1098899 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1099088.750000 Penalty: 4473.212891
	Iteration 11Q: 3 clusters Score -1099089 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1099293.750000 Penalty: 4473.212891
	Iteration 12Q: 3 clusters Score -1099294 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1099507.875000 Penalty: 4473.212891
	Iteration 13Q: 3 clusters Score -1099508 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1099752.875000 Penalty: 4473.212891
	Iteration 14Q: 3 clusters Score -1099753 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1100032.750000 Penalty: 4473.212891
	Iteration 15Q: 3 clusters Score -1100033 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1100361.125000 Penalty: 4473.212891
	Iteration 16Q: 3 clusters Score -1100361 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1100735.250000 Penalty: 4473.212891
	Iteration 17Q: 3 clusters Score -1100735 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1101110.625000 Penalty: 4473.212891
	Iteration 18Q: 3 clusters Score -1101111 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1101506.500000 Penalty: 4473.212891
	Iteration 19Q: 3 clusters Score -1101506 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1101815.750000 Penalty: 4473.212891
	Iteration 20F: 3 clusters Score -1101816 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1101974.750000 Penalty: 4473.212891
	Iteration 21Q: 3 clusters Score -1101975 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1102055.375000 Penalty: 4473.212891
	Iteration 22Q: 3 clusters Score -1102055 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1102086.875000 Penalty: 4473.212891
	Iteration 23Q: 3 clusters Score -1102087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1102105.250000 Penalty: 4473.212891
	Iteration 24Q: 3 clusters Score -1102105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1102114.750000 Penalty: 4473.212891
	Iteration 25Q: 3 clusters Score -1102115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1102117.125000 Penalty: 4473.212891
	Iteration 26Q: 3 clusters Score -1102117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1102120.125000 Penalty: 4473.212891
	Iteration 27Q: 3 clusters Score -1102120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1102121.125000 Penalty: 4473.212891
	Iteration 28Q: 3 clusters Score -1102121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1102121.125000 Penalty: 4473.212891
	Iteration 29Q: 3 clusters Score -1102121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1102121.125000 Penalty: 4473.212891
	Iteration 30F: 3 clusters Score -1102121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66455 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95383 members 
Mstep: Class 9 contains 46009 members 
Mstep: Class 10 contains 99132 members 
Mstep: Class 11 contains 36955 members 
Mstep: Class 12 contains 11552 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44176 members 
Mstep: Class 15 contains 3065 members 
Mstep: Class 16 contains 22425 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31422 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28422 members 
Mstep: Class 23 contains 9309 members 
Mstep: Class 24 contains 5688 members 
Mstep: Class 25 contains 54041 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 273501 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 5190 members 
Entering Unmasked Estep 
Score: -122226616.000000 Penalty: 98657.695312
Splitting cluster 15 changes total score from -122227472.000000 to -122226616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (22425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Entering Unmasked Estep 
Score: -3123094.250000 Penalty: 2484.447021
	Iteration 0F: 2 clusters Score -3123094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -3107468.750000 Penalty: 4968.894043
	Iteration 0F: 3 clusters Score -3107469 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -3112703.250000 Penalty: 4968.894043
	Iteration 1F: 3 clusters Score -3112703 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3113023.250000 Penalty: 4968.894043
	Iteration 2Q: 3 clusters Score -3113023 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -3113286.000000 Penalty: 4968.894043
	Iteration 3Q: 3 clusters Score -3113286 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3113496.500000 Penalty: 4968.894043
	Iteration 4Q: 3 clusters Score -3113496 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -3113696.000000 Penalty: 4968.894043
	Iteration 5Q: 3 clusters Score -3113696 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -3113886.750000 Penalty: 4968.894043
	Iteration 6Q: 3 clusters Score -3113887 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -3114109.000000 Penalty: 4968.894043
	Iteration 7Q: 3 clusters Score -3114109 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3114335.000000 Penalty: 4968.894043
	Iteration 8Q: 3 clusters Score -3114335 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3114680.750000 Penalty: 4968.894043
	Iteration 9Q: 3 clusters Score -3114681 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -3115090.000000 Penalty: 4968.894043
	Iteration 10Q: 3 clusters Score -3115090 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -3115652.750000 Penalty: 4968.894043
	Iteration 11Q: 3 clusters Score -3115653 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3116452.750000 Penalty: 4968.894043
	Iteration 12F: 3 clusters Score -3116453 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -3117302.750000 Penalty: 4968.894043
	Iteration 13F: 3 clusters Score -3117303 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -3118064.250000 Penalty: 4968.894043
	Iteration 14Q: 3 clusters Score -3118064 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -3118528.000000 Penalty: 4968.894043
	Iteration 15Q: 3 clusters Score -3118528 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3118798.500000 Penalty: 4968.894043
	Iteration 16Q: 3 clusters Score -3118798 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3118984.750000 Penalty: 4968.894043
	Iteration 17Q: 3 clusters Score -3118985 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -3119113.250000 Penalty: 4968.894043
	Iteration 18Q: 3 clusters Score -3119113 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -3119221.750000 Penalty: 4968.894043
	Iteration 19Q: 3 clusters Score -3119222 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3119321.000000 Penalty: 4968.894043
	Iteration 20F: 3 clusters Score -3119321 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -3119421.500000 Penalty: 4968.894043
	Iteration 21Q: 3 clusters Score -3119422 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -3119498.750000 Penalty: 4968.894043
	Iteration 22Q: 3 clusters Score -3119499 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3119557.500000 Penalty: 4968.894043
	Iteration 23Q: 3 clusters Score -3119558 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -3119603.000000 Penalty: 4968.894043
	Iteration 24Q: 3 clusters Score -3119603 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -3119644.500000 Penalty: 4968.894043
	Iteration 25Q: 3 clusters Score -3119644 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -3119689.500000 Penalty: 4968.894043
	Iteration 26Q: 3 clusters Score -3119690 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -3119718.500000 Penalty: 4968.894043
	Iteration 27Q: 3 clusters Score -3119718 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3119767.750000 Penalty: 4968.894043
	Iteration 28Q: 3 clusters Score -3119768 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -3119831.000000 Penalty: 4968.894043
	Iteration 29Q: 3 clusters Score -3119831 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3119876.500000 Penalty: 4968.894043
	Iteration 30Q: 3 clusters Score -3119876 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -3119919.250000 Penalty: 4968.894043
	Iteration 31Q: 3 clusters Score -3119919 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -3119956.250000 Penalty: 4968.894043
	Iteration 32Q: 3 clusters Score -3119956 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -3119984.250000 Penalty: 4968.894043
	Iteration 33Q: 3 clusters Score -3119984 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3120010.750000 Penalty: 4968.894043
	Iteration 34Q: 3 clusters Score -3120011 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3120054.500000 Penalty: 4968.894043
	Iteration 35Q: 3 clusters Score -3120054 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -3120085.750000 Penalty: 4968.894043
	Iteration 36Q: 3 clusters Score -3120086 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3120113.250000 Penalty: 4968.894043
	Iteration 37Q: 3 clusters Score -3120113 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3120143.250000 Penalty: 4968.894043
	Iteration 38Q: 3 clusters Score -3120143 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3120180.500000 Penalty: 4968.894043
	Iteration 39Q: 3 clusters Score -3120180 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3120201.750000 Penalty: 4968.894043
	Iteration 40F: 3 clusters Score -3120202 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3120240.750000 Penalty: 4968.894043
	Iteration 41Q: 3 clusters Score -3120241 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3120279.000000 Penalty: 4968.894043
	Iteration 42Q: 3 clusters Score -3120279 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3120319.250000 Penalty: 4968.894043
	Iteration 43Q: 3 clusters Score -3120319 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3120357.500000 Penalty: 4968.894043
	Iteration 44Q: 3 clusters Score -3120358 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3120381.500000 Penalty: 4968.894043
	Iteration 45Q: 3 clusters Score -3120382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -3120413.000000 Penalty: 4968.894043
	Iteration 46Q: 3 clusters Score -3120413 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3120434.500000 Penalty: 4968.894043
	Iteration 47Q: 3 clusters Score -3120434 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3120458.250000 Penalty: 4968.894043
	Iteration 48Q: 3 clusters Score -3120458 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -3120469.750000 Penalty: 4968.894043
	Iteration 49Q: 3 clusters Score -3120470 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19834 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3120508.500000 Penalty: 4968.894043
	Iteration 50Q: 3 clusters Score -3120508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -3120532.000000 Penalty: 4968.894043
	Iteration 51Q: 3 clusters Score -3120532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3120547.250000 Penalty: 4968.894043
	Iteration 52Q: 3 clusters Score -3120547 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3120558.000000 Penalty: 4968.894043
	Iteration 53Q: 3 clusters Score -3120558 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3120573.250000 Penalty: 4968.894043
	Iteration 54Q: 3 clusters Score -3120573 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3120594.750000 Penalty: 4968.894043
	Iteration 55Q: 3 clusters Score -3120595 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3120624.500000 Penalty: 4968.894043
	Iteration 56Q: 3 clusters Score -3120624 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -3120639.000000 Penalty: 4968.894043
	Iteration 57Q: 3 clusters Score -3120639 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3120655.000000 Penalty: 4968.894043
	Iteration 58Q: 3 clusters Score -3120655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3120681.750000 Penalty: 4968.894043
	Iteration 59Q: 3 clusters Score -3120682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3120698.500000 Penalty: 4968.894043
	Iteration 60F: 3 clusters Score -3120698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3120712.250000 Penalty: 4968.894043
	Iteration 61Q: 3 clusters Score -3120712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3120721.500000 Penalty: 4968.894043
	Iteration 62Q: 3 clusters Score -3120722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3120739.000000 Penalty: 4968.894043
	Iteration 63Q: 3 clusters Score -3120739 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3120763.500000 Penalty: 4968.894043
	Iteration 64Q: 3 clusters Score -3120764 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3120774.250000 Penalty: 4968.894043
	Iteration 65Q: 3 clusters Score -3120774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3120793.500000 Penalty: 4968.894043
	Iteration 66Q: 3 clusters Score -3120794 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3120804.750000 Penalty: 4968.894043
	Iteration 67Q: 3 clusters Score -3120805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3120817.500000 Penalty: 4968.894043
	Iteration 68Q: 3 clusters Score -3120818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3120833.500000 Penalty: 4968.894043
	Iteration 69Q: 3 clusters Score -3120834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3120840.250000 Penalty: 4968.894043
	Iteration 70Q: 3 clusters Score -3120840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3120851.500000 Penalty: 4968.894043
	Iteration 71Q: 3 clusters Score -3120852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3120856.500000 Penalty: 4968.894043
	Iteration 72Q: 3 clusters Score -3120856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3120861.500000 Penalty: 4968.894043
	Iteration 73Q: 3 clusters Score -3120862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -3120866.750000 Penalty: 4968.894043
	Iteration 74Q: 3 clusters Score -3120867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3120865.750000 Penalty: 4968.894043
	Iteration 75Q: 3 clusters Score -3120866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3120867.250000 Penalty: 4968.894043
	Iteration 76Q: 3 clusters Score -3120867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3120868.250000 Penalty: 4968.894043
	Iteration 77Q: 3 clusters Score -3120868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3120871.750000 Penalty: 4968.894043
	Iteration 78Q: 3 clusters Score -3120872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3120870.500000 Penalty: 4968.894043
	Iteration 79Q: 3 clusters Score -3120870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3120871.750000 Penalty: 4968.894043
	Iteration 80F: 3 clusters Score -3120872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3120873.250000 Penalty: 4968.894043
	Iteration 81Q: 3 clusters Score -3120873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3120875.250000 Penalty: 4968.894043
	Iteration 82Q: 3 clusters Score -3120875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3120875.250000 Penalty: 4968.894043
	Iteration 83F: 3 clusters Score -3120875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -407349.781250 Penalty: 1973.987061
	Iteration 0F: 2 clusters Score -407349.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -404166.250000 Penalty: 3947.974121
	Iteration 0F: 3 clusters Score -404166.2 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -404786.656250 Penalty: 3947.974121
	Iteration 1F: 3 clusters Score -404786.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -404938.593750 Penalty: 3947.974121
	Iteration 2F: 3 clusters Score -404938.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -405023.906250 Penalty: 3947.974121
	Iteration 3Q: 3 clusters Score -405023.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -405074.312500 Penalty: 3947.974121
	Iteration 4Q: 3 clusters Score -405074.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -405105.281250 Penalty: 3947.974121
	Iteration 5Q: 3 clusters Score -405105.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -405132.062500 Penalty: 3947.974121
	Iteration 6Q: 3 clusters Score -405132.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -405157.625000 Penalty: 3947.974121
	Iteration 7Q: 3 clusters Score -405157.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -405179.218750 Penalty: 3947.974121
	Iteration 8Q: 3 clusters Score -405179.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -405203.750000 Penalty: 3947.974121
	Iteration 9Q: 3 clusters Score -405203.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -405210.687500 Penalty: 3947.974121
	Iteration 10Q: 3 clusters Score -405210.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -405216.531250 Penalty: 3947.974121
	Iteration 11Q: 3 clusters Score -405216.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -405222.750000 Penalty: 3947.974121
	Iteration 12Q: 3 clusters Score -405222.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -405224.906250 Penalty: 3947.974121
	Iteration 13Q: 3 clusters Score -405224.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -405225.375000 Penalty: 3947.974121
	Iteration 14Q: 3 clusters Score -405225.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -405229.375000 Penalty: 3947.974121
	Iteration 15Q: 3 clusters Score -405229.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -405232.437500 Penalty: 3947.974121
	Iteration 16Q: 3 clusters Score -405232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -405236.812500 Penalty: 3947.974121
	Iteration 17Q: 3 clusters Score -405236.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -405239.875000 Penalty: 3947.974121
	Iteration 18Q: 3 clusters Score -405239.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -405241.656250 Penalty: 3947.974121
	Iteration 19Q: 3 clusters Score -405241.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -405244.125000 Penalty: 3947.974121
	Iteration 20F: 3 clusters Score -405244.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -405245.500000 Penalty: 3947.974121
	Iteration 21Q: 3 clusters Score -405245.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -405248.656250 Penalty: 3947.974121
	Iteration 22Q: 3 clusters Score -405248.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -405251.187500 Penalty: 3947.974121
	Iteration 23Q: 3 clusters Score -405251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -405254.375000 Penalty: 3947.974121
	Iteration 24Q: 3 clusters Score -405254.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -405256.750000 Penalty: 3947.974121
	Iteration 25Q: 3 clusters Score -405256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -405258.437500 Penalty: 3947.974121
	Iteration 26Q: 3 clusters Score -405258.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -405260.906250 Penalty: 3947.974121
	Iteration 27Q: 3 clusters Score -405260.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -405263.093750 Penalty: 3947.974121
	Iteration 28Q: 3 clusters Score -405263.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -405265.093750 Penalty: 3947.974121
	Iteration 29Q: 3 clusters Score -405265.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -405267.437500 Penalty: 3947.974121
	Iteration 30Q: 3 clusters Score -405267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -405268.968750 Penalty: 3947.974121
	Iteration 31Q: 3 clusters Score -405269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -405270.843750 Penalty: 3947.974121
	Iteration 32Q: 3 clusters Score -405270.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -405274.656250 Penalty: 3947.974121
	Iteration 33Q: 3 clusters Score -405274.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -405281.187500 Penalty: 3947.974121
	Iteration 34Q: 3 clusters Score -405281.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -405287.000000 Penalty: 3947.974121
	Iteration 35Q: 3 clusters Score -405287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -405297.343750 Penalty: 3947.974121
	Iteration 36Q: 3 clusters Score -405297.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -405301.500000 Penalty: 3947.974121
	Iteration 37Q: 3 clusters Score -405301.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -405306.281250 Penalty: 3947.974121
	Iteration 38Q: 3 clusters Score -405306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -405306.718750 Penalty: 3947.974121
	Iteration 39Q: 3 clusters Score -405306.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -405308.593750 Penalty: 3947.974121
	Iteration 40F: 3 clusters Score -405308.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -405311.812500 Penalty: 3947.974121
	Iteration 41Q: 3 clusters Score -405311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -405313.218750 Penalty: 3947.974121
	Iteration 42Q: 3 clusters Score -405313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -405316.531250 Penalty: 3947.974121
	Iteration 43Q: 3 clusters Score -405316.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -405318.812500 Penalty: 3947.974121
	Iteration 44Q: 3 clusters Score -405318.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -405321.781250 Penalty: 3947.974121
	Iteration 45Q: 3 clusters Score -405321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -405324.562500 Penalty: 3947.974121
	Iteration 46Q: 3 clusters Score -405324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -405326.625000 Penalty: 3947.974121
	Iteration 47Q: 3 clusters Score -405326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -405330.312500 Penalty: 3947.974121
	Iteration 48Q: 3 clusters Score -405330.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -405332.468750 Penalty: 3947.974121
	Iteration 49Q: 3 clusters Score -405332.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -405335.812500 Penalty: 3947.974121
	Iteration 50Q: 3 clusters Score -405335.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -405335.656250 Penalty: 3947.974121
	Iteration 51Q: 3 clusters Score -405335.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -405336.531250 Penalty: 3947.974121
	Iteration 52Q: 3 clusters Score -405336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -405337.062500 Penalty: 3947.974121
	Iteration 53Q: 3 clusters Score -405337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -405338.218750 Penalty: 3947.974121
	Iteration 54Q: 3 clusters Score -405338.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -405340.843750 Penalty: 3947.974121
	Iteration 55Q: 3 clusters Score -405340.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -405342.968750 Penalty: 3947.974121
	Iteration 56Q: 3 clusters Score -405343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -405344.937500 Penalty: 3947.974121
	Iteration 57Q: 3 clusters Score -405344.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -405346.968750 Penalty: 3947.974121
	Iteration 58Q: 3 clusters Score -405347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -405347.937500 Penalty: 3947.974121
	Iteration 59Q: 3 clusters Score -405347.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -405349.218750 Penalty: 3947.974121
	Iteration 60F: 3 clusters Score -405349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -405351.343750 Penalty: 3947.974121
	Iteration 61Q: 3 clusters Score -405351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -405351.250000 Penalty: 3947.974121
	Iteration 62Q: 3 clusters Score -405351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -405351.250000 Penalty: 3947.974121
	Iteration 63F: 3 clusters Score -405351.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Entering Unmasked Estep 
Score: -6480927.000000 Penalty: 2674.166016
	Iteration 0F: 2 clusters Score -6480927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -6448618.500000 Penalty: 5348.332031
	Iteration 0F: 3 clusters Score -6448618 nChanged 22095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -6460768.500000 Penalty: 5348.332031
	Iteration 1F: 3 clusters Score -6460768 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -6461590.000000 Penalty: 5348.332031
	Iteration 2Q: 3 clusters Score -6461590 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -6462855.500000 Penalty: 5348.332031
	Iteration 3F: 3 clusters Score -6462856 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -6464785.000000 Penalty: 5348.332031
	Iteration 4F: 3 clusters Score -6464785 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -6467276.000000 Penalty: 5348.332031
	Iteration 5F: 3 clusters Score -6467276 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -6469988.000000 Penalty: 5348.332031
	Iteration 6F: 3 clusters Score -6469988 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -6472274.000000 Penalty: 5348.332031
	Iteration 7F: 3 clusters Score -6472274 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -6473917.000000 Penalty: 5348.332031
	Iteration 8F: 3 clusters Score -6473917 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -6475261.500000 Penalty: 5348.332031
	Iteration 9Q: 3 clusters Score -6475262 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -6476248.500000 Penalty: 5348.332031
	Iteration 10Q: 3 clusters Score -6476248 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -6477093.500000 Penalty: 5348.332031
	Iteration 11Q: 3 clusters Score -6477094 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 45535 members 
Entering Unmasked Estep 
Score: -6477692.500000 Penalty: 5348.332031
	Iteration 12Q: 3 clusters Score -6477692 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -6478074.500000 Penalty: 5348.332031
	Iteration 13Q: 3 clusters Score -6478074 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -6478311.500000 Penalty: 5348.332031
	Iteration 14Q: 3 clusters Score -6478312 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -6478480.500000 Penalty: 5348.332031
	Iteration 15Q: 3 clusters Score -6478480 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -6478559.500000 Penalty: 5348.332031
	Iteration 16Q: 3 clusters Score -6478560 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -6478601.500000 Penalty: 5348.332031
	Iteration 17Q: 3 clusters Score -6478602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -6478623.000000 Penalty: 5348.332031
	Iteration 18Q: 3 clusters Score -6478623 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -6478641.500000 Penalty: 5348.332031
	Iteration 19Q: 3 clusters Score -6478642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -6478656.000000 Penalty: 5348.332031
	Iteration 20F: 3 clusters Score -6478656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -6478666.500000 Penalty: 5348.332031
	Iteration 21Q: 3 clusters Score -6478666 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 47212 members 
Entering Unmasked Estep 
Score: -6478677.000000 Penalty: 5348.332031
	Iteration 22Q: 3 clusters Score -6478677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -6478684.000000 Penalty: 5348.332031
	Iteration 23Q: 3 clusters Score -6478684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -6478688.500000 Penalty: 5348.332031
	Iteration 24Q: 3 clusters Score -6478688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -6478700.000000 Penalty: 5348.332031
	Iteration 25Q: 3 clusters Score -6478700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -6478709.500000 Penalty: 5348.332031
	Iteration 26Q: 3 clusters Score -6478710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -6478710.500000 Penalty: 5348.332031
	Iteration 27Q: 3 clusters Score -6478710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -6478714.000000 Penalty: 5348.332031
	Iteration 28Q: 3 clusters Score -6478714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -6478719.500000 Penalty: 5348.332031
	Iteration 29Q: 3 clusters Score -6478720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -6478722.000000 Penalty: 5348.332031
	Iteration 30Q: 3 clusters Score -6478722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -6478725.000000 Penalty: 5348.332031
	Iteration 31Q: 3 clusters Score -6478725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 47330 members 
Entering Unmasked Estep 
Score: -6478730.000000 Penalty: 5348.332031
	Iteration 32Q: 3 clusters Score -6478730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -6478730.500000 Penalty: 5348.332031
	Iteration 33Q: 3 clusters Score -6478730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 47344 members 
Entering Unmasked Estep 
Score: -6478733.000000 Penalty: 5348.332031
	Iteration 34Q: 3 clusters Score -6478733 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -6478740.500000 Penalty: 5348.332031
	Iteration 35Q: 3 clusters Score -6478740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -6478744.500000 Penalty: 5348.332031
	Iteration 36Q: 3 clusters Score -6478744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 47354 members 
Entering Unmasked Estep 
Score: -6478744.500000 Penalty: 5348.332031
	Iteration 37Q: 3 clusters Score -6478744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -6478754.000000 Penalty: 5348.332031
	Iteration 38Q: 3 clusters Score -6478754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -6478753.000000 Penalty: 5348.332031
	Iteration 39Q: 3 clusters Score -6478753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -6478752.500000 Penalty: 5348.332031
	Iteration 40F: 3 clusters Score -6478752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -6478750.500000 Penalty: 5348.332031
	Iteration 41Q: 3 clusters Score -6478750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -6478756.500000 Penalty: 5348.332031
	Iteration 42Q: 3 clusters Score -6478756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -6478755.000000 Penalty: 5348.332031
	Iteration 43Q: 3 clusters Score -6478755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -6478761.500000 Penalty: 5348.332031
	Iteration 44Q: 3 clusters Score -6478762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -6478757.000000 Penalty: 5348.332031
	Iteration 45Q: 3 clusters Score -6478757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -6478757.500000 Penalty: 5348.332031
	Iteration 46Q: 3 clusters Score -6478758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -6478759.500000 Penalty: 5348.332031
	Iteration 47Q: 3 clusters Score -6478760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -6478764.000000 Penalty: 5348.332031
	Iteration 48Q: 3 clusters Score -6478764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -6478767.000000 Penalty: 5348.332031
	Iteration 49Q: 3 clusters Score -6478767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -6478772.000000 Penalty: 5348.332031
	Iteration 50Q: 3 clusters Score -6478772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -6478773.000000 Penalty: 5348.332031
	Iteration 51Q: 3 clusters Score -6478773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -6478771.500000 Penalty: 5348.332031
	Iteration 52Q: 3 clusters Score -6478772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -6478772.500000 Penalty: 5348.332031
	Iteration 53Q: 3 clusters Score -6478772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 47378 members 
Entering Unmasked Estep 
Score: -6478772.500000 Penalty: 5348.332031
	Iteration 54F: 3 clusters Score -6478772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -78191.507812 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -78191.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76580.843750 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -76580.84 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76834.898438 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -76834.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76998.218750 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -76998.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -77089.007812 Penalty: 3167.056396
	Iteration 3F: 3 clusters Score -77089.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77158.062500 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -77158.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -77214.890625 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -77214.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -77236.500000 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -77236.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -77256.570312 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -77256.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -77275.398438 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -77275.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77294.265625 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -77294.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77312.937500 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -77312.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -77322.289062 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -77322.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -77336.937500 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -77336.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77343.203125 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -77343.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -77348.664062 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -77348.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -77352.726562 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -77352.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -77354.117188 Penalty: 3167.056396
	Iteration 16Q: 3 clusters Score -77354.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77357.015625 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -77357.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -77357.015625 Penalty: 3167.056396
	Iteration 18F: 3 clusters Score -77357.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Entering Unmasked Estep 
Score: -4239252.500000 Penalty: 2568.105469
	Iteration 0F: 2 clusters Score -4239252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -4217677.000000 Penalty: 5136.210938
	Iteration 0F: 3 clusters Score -4217677 nChanged 14212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -4225254.500000 Penalty: 5136.210938
	Iteration 1F: 3 clusters Score -4225254 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -4225765.000000 Penalty: 5136.210938
	Iteration 2Q: 3 clusters Score -4225765 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -4226207.500000 Penalty: 5136.210938
	Iteration 3Q: 3 clusters Score -4226208 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -4226738.000000 Penalty: 5136.210938
	Iteration 4Q: 3 clusters Score -4226738 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -4227318.000000 Penalty: 5136.210938
	Iteration 5Q: 3 clusters Score -4227318 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -4228089.000000 Penalty: 5136.210938
	Iteration 6Q: 3 clusters Score -4228089 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -4229069.500000 Penalty: 5136.210938
	Iteration 7F: 3 clusters Score -4229070 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -4230030.500000 Penalty: 5136.210938
	Iteration 8F: 3 clusters Score -4230030 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -4230913.000000 Penalty: 5136.210938
	Iteration 9F: 3 clusters Score -4230913 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -4231647.500000 Penalty: 5136.210938
	Iteration 10Q: 3 clusters Score -4231648 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4232158.000000 Penalty: 5136.210938
	Iteration 11Q: 3 clusters Score -4232158 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -4232542.500000 Penalty: 5136.210938
	Iteration 12Q: 3 clusters Score -4232542 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -4232876.000000 Penalty: 5136.210938
	Iteration 13Q: 3 clusters Score -4232876 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -4233176.500000 Penalty: 5136.210938
	Iteration 14Q: 3 clusters Score -4233176 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -4233434.500000 Penalty: 5136.210938
	Iteration 15Q: 3 clusters Score -4233434 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -4233749.500000 Penalty: 5136.210938
	Iteration 16Q: 3 clusters Score -4233750 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -4234108.000000 Penalty: 5136.210938
	Iteration 17Q: 3 clusters Score -4234108 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 26289 members 
Entering Unmasked Estep 
Score: -4234479.000000 Penalty: 5136.210938
	Iteration 18Q: 3 clusters Score -4234479 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -4234872.500000 Penalty: 5136.210938
	Iteration 19Q: 3 clusters Score -4234872 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -4235255.500000 Penalty: 5136.210938
	Iteration 20F: 3 clusters Score -4235256 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -4235635.000000 Penalty: 5136.210938
	Iteration 21Q: 3 clusters Score -4235635 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -4235995.500000 Penalty: 5136.210938
	Iteration 22Q: 3 clusters Score -4235996 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -4236304.500000 Penalty: 5136.210938
	Iteration 23Q: 3 clusters Score -4236304 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -4236532.000000 Penalty: 5136.210938
	Iteration 24Q: 3 clusters Score -4236532 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -4236723.500000 Penalty: 5136.210938
	Iteration 25Q: 3 clusters Score -4236724 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 30209 members 
Entering Unmasked Estep 
Score: -4236865.500000 Penalty: 5136.210938
	Iteration 26Q: 3 clusters Score -4236866 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -4236965.500000 Penalty: 5136.210938
	Iteration 27Q: 3 clusters Score -4236966 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -4237027.000000 Penalty: 5136.210938
	Iteration 28Q: 3 clusters Score -4237027 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -4237082.000000 Penalty: 5136.210938
	Iteration 29Q: 3 clusters Score -4237082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -4237113.000000 Penalty: 5136.210938
	Iteration 30Q: 3 clusters Score -4237113 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -4237123.500000 Penalty: 5136.210938
	Iteration 31Q: 3 clusters Score -4237124 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -4237138.000000 Penalty: 5136.210938
	Iteration 32Q: 3 clusters Score -4237138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -4237156.000000 Penalty: 5136.210938
	Iteration 33Q: 3 clusters Score -4237156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -4237162.000000 Penalty: 5136.210938
	Iteration 34Q: 3 clusters Score -4237162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -4237180.500000 Penalty: 5136.210938
	Iteration 35Q: 3 clusters Score -4237180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -4237189.000000 Penalty: 5136.210938
	Iteration 36Q: 3 clusters Score -4237189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -4237186.000000 Penalty: 5136.210938
	Iteration 37Q: 3 clusters Score -4237186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -4237194.500000 Penalty: 5136.210938
	Iteration 38Q: 3 clusters Score -4237194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -4237189.000000 Penalty: 5136.210938
	Iteration 39Q: 3 clusters Score -4237189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -4237195.000000 Penalty: 5136.210938
	Iteration 40F: 3 clusters Score -4237195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -4237202.500000 Penalty: 5136.210938
	Iteration 41Q: 3 clusters Score -4237202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -4237200.500000 Penalty: 5136.210938
	Iteration 42Q: 3 clusters Score -4237200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -4237200.500000 Penalty: 5136.210938
	Iteration 43Q: 3 clusters Score -4237200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -4237205.500000 Penalty: 5136.210938
	Iteration 44Q: 3 clusters Score -4237206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -4237206.000000 Penalty: 5136.210938
	Iteration 45Q: 3 clusters Score -4237206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -4237207.000000 Penalty: 5136.210938
	Iteration 46Q: 3 clusters Score -4237207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -4237213.000000 Penalty: 5136.210938
	Iteration 47Q: 3 clusters Score -4237213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -4237211.500000 Penalty: 5136.210938
	Iteration 48Q: 3 clusters Score -4237212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -4237209.000000 Penalty: 5136.210938
	Iteration 49Q: 3 clusters Score -4237209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -4237209.000000 Penalty: 5136.210938
	Iteration 50Q: 3 clusters Score -4237209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -4237209.000000 Penalty: 5136.210938
	Iteration 51F: 3 clusters Score -4237209 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -151560.718750 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -151560.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -149560.468750 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -149560.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -149900.203125 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -149900.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -150015.046875 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -150015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -150064.406250 Penalty: 3480.238281
	Iteration 3Q: 3 clusters Score -150064.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -150089.906250 Penalty: 3480.238281
	Iteration 4Q: 3 clusters Score -150089.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -150109.234375 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -150109.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -150122.171875 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -150122.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -150140.203125 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -150140.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -150154.500000 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -150154.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -150166.781250 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -150166.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -150176.359375 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -150176.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -150188.625000 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -150188.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -150198.437500 Penalty: 3480.238281
	Iteration 12Q: 3 clusters Score -150198.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -150208.312500 Penalty: 3480.238281
	Iteration 13Q: 3 clusters Score -150208.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -150213.125000 Penalty: 3480.238281
	Iteration 14Q: 3 clusters Score -150213.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -150215.203125 Penalty: 3480.238281
	Iteration 15Q: 3 clusters Score -150215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -150217.265625 Penalty: 3480.238281
	Iteration 16Q: 3 clusters Score -150217.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -150220.656250 Penalty: 3480.238281
	Iteration 17Q: 3 clusters Score -150220.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -150223.718750 Penalty: 3480.238281
	Iteration 18Q: 3 clusters Score -150223.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -150226.125000 Penalty: 3480.238281
	Iteration 19Q: 3 clusters Score -150226.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -150230.328125 Penalty: 3480.238281
	Iteration 20F: 3 clusters Score -150230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -150231.093750 Penalty: 3480.238281
	Iteration 21Q: 3 clusters Score -150231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -150231.859375 Penalty: 3480.238281
	Iteration 22Q: 3 clusters Score -150231.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -150231.859375 Penalty: 3480.238281
	Iteration 23F: 3 clusters Score -150231.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Entering Unmasked Estep 
Score: -3563869.750000 Penalty: 2543.219971
	Iteration 0F: 2 clusters Score -3563870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -3544479.500000 Penalty: 5086.439941
	Iteration 0F: 3 clusters Score -3544480 nChanged 12766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -3551995.000000 Penalty: 5086.439941
	Iteration 1F: 3 clusters Score -3551995 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3552970.500000 Penalty: 5086.439941
	Iteration 2F: 3 clusters Score -3552970 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -3554065.000000 Penalty: 5086.439941
	Iteration 3F: 3 clusters Score -3554065 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3555248.000000 Penalty: 5086.439941
	Iteration 4F: 3 clusters Score -3555248 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -3556411.750000 Penalty: 5086.439941
	Iteration 5F: 3 clusters Score -3556412 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -3557298.500000 Penalty: 5086.439941
	Iteration 6F: 3 clusters Score -3557298 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -3558025.750000 Penalty: 5086.439941
	Iteration 7Q: 3 clusters Score -3558026 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -3558552.500000 Penalty: 5086.439941
	Iteration 8Q: 3 clusters Score -3558552 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3558929.250000 Penalty: 5086.439941
	Iteration 9Q: 3 clusters Score -3558929 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3559201.000000 Penalty: 5086.439941
	Iteration 10Q: 3 clusters Score -3559201 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3559373.000000 Penalty: 5086.439941
	Iteration 11Q: 3 clusters Score -3559373 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -3559522.000000 Penalty: 5086.439941
	Iteration 12Q: 3 clusters Score -3559522 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -3559675.000000 Penalty: 5086.439941
	Iteration 13Q: 3 clusters Score -3559675 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3559791.500000 Penalty: 5086.439941
	Iteration 14Q: 3 clusters Score -3559792 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -3559887.000000 Penalty: 5086.439941
	Iteration 15Q: 3 clusters Score -3559887 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3559960.000000 Penalty: 5086.439941
	Iteration 16Q: 3 clusters Score -3559960 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -3560029.500000 Penalty: 5086.439941
	Iteration 17Q: 3 clusters Score -3560030 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3560113.000000 Penalty: 5086.439941
	Iteration 18Q: 3 clusters Score -3560113 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3560177.500000 Penalty: 5086.439941
	Iteration 19Q: 3 clusters Score -3560178 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -3560236.250000 Penalty: 5086.439941
	Iteration 20F: 3 clusters Score -3560236 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -3560279.750000 Penalty: 5086.439941
	Iteration 21Q: 3 clusters Score -3560280 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3560317.250000 Penalty: 5086.439941
	Iteration 22Q: 3 clusters Score -3560317 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -3560363.000000 Penalty: 5086.439941
	Iteration 23Q: 3 clusters Score -3560363 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -3560403.250000 Penalty: 5086.439941
	Iteration 24Q: 3 clusters Score -3560403 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3560428.750000 Penalty: 5086.439941
	Iteration 25Q: 3 clusters Score -3560429 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3560477.500000 Penalty: 5086.439941
	Iteration 26Q: 3 clusters Score -3560478 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -3560522.500000 Penalty: 5086.439941
	Iteration 27Q: 3 clusters Score -3560522 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3560565.500000 Penalty: 5086.439941
	Iteration 28Q: 3 clusters Score -3560566 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3560632.250000 Penalty: 5086.439941
	Iteration 29Q: 3 clusters Score -3560632 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -3560678.250000 Penalty: 5086.439941
	Iteration 30Q: 3 clusters Score -3560678 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -3560749.250000 Penalty: 5086.439941
	Iteration 31Q: 3 clusters Score -3560749 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3560844.250000 Penalty: 5086.439941
	Iteration 32Q: 3 clusters Score -3560844 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3560971.750000 Penalty: 5086.439941
	Iteration 33Q: 3 clusters Score -3560972 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3561093.250000 Penalty: 5086.439941
	Iteration 34Q: 3 clusters Score -3561093 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -3561200.750000 Penalty: 5086.439941
	Iteration 35Q: 3 clusters Score -3561201 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -3561311.750000 Penalty: 5086.439941
	Iteration 36Q: 3 clusters Score -3561312 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -3561412.750000 Penalty: 5086.439941
	Iteration 37Q: 3 clusters Score -3561413 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3561469.750000 Penalty: 5086.439941
	Iteration 38Q: 3 clusters Score -3561470 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -3561517.500000 Penalty: 5086.439941
	Iteration 39Q: 3 clusters Score -3561518 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3561533.500000 Penalty: 5086.439941
	Iteration 40F: 3 clusters Score -3561534 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -3561573.250000 Penalty: 5086.439941
	Iteration 41Q: 3 clusters Score -3561573 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -3561597.750000 Penalty: 5086.439941
	Iteration 42Q: 3 clusters Score -3561598 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -3561647.250000 Penalty: 5086.439941
	Iteration 43Q: 3 clusters Score -3561647 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3561670.500000 Penalty: 5086.439941
	Iteration 44Q: 3 clusters Score -3561670 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3561673.250000 Penalty: 5086.439941
	Iteration 45Q: 3 clusters Score -3561673 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3561711.750000 Penalty: 5086.439941
	Iteration 46Q: 3 clusters Score -3561712 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -3561728.500000 Penalty: 5086.439941
	Iteration 47Q: 3 clusters Score -3561728 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -3561771.500000 Penalty: 5086.439941
	Iteration 48Q: 3 clusters Score -3561772 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3561796.500000 Penalty: 5086.439941
	Iteration 49Q: 3 clusters Score -3561796 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -3561824.250000 Penalty: 5086.439941
	Iteration 50Q: 3 clusters Score -3561824 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -3561854.750000 Penalty: 5086.439941
	Iteration 51Q: 3 clusters Score -3561855 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -3561893.000000 Penalty: 5086.439941
	Iteration 52Q: 3 clusters Score -3561893 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -3561924.250000 Penalty: 5086.439941
	Iteration 53Q: 3 clusters Score -3561924 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -3561954.250000 Penalty: 5086.439941
	Iteration 54Q: 3 clusters Score -3561954 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -3561991.000000 Penalty: 5086.439941
	Iteration 55Q: 3 clusters Score -3561991 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3562032.250000 Penalty: 5086.439941
	Iteration 56Q: 3 clusters Score -3562032 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3562075.250000 Penalty: 5086.439941
	Iteration 57Q: 3 clusters Score -3562075 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -3562109.500000 Penalty: 5086.439941
	Iteration 58Q: 3 clusters Score -3562110 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -3562153.750000 Penalty: 5086.439941
	Iteration 59Q: 3 clusters Score -3562154 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 23043 members 
Entering Unmasked Estep 
Score: -3562164.500000 Penalty: 5086.439941
	Iteration 60F: 3 clusters Score -3562164 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -3562201.250000 Penalty: 5086.439941
	Iteration 61Q: 3 clusters Score -3562201 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3562230.250000 Penalty: 5086.439941
	Iteration 62Q: 3 clusters Score -3562230 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3562264.000000 Penalty: 5086.439941
	Iteration 63Q: 3 clusters Score -3562264 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -3562311.000000 Penalty: 5086.439941
	Iteration 64Q: 3 clusters Score -3562311 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -3562347.750000 Penalty: 5086.439941
	Iteration 65Q: 3 clusters Score -3562348 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -3562371.500000 Penalty: 5086.439941
	Iteration 66Q: 3 clusters Score -3562372 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3562395.750000 Penalty: 5086.439941
	Iteration 67Q: 3 clusters Score -3562396 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -3562410.500000 Penalty: 5086.439941
	Iteration 68Q: 3 clusters Score -3562410 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3562440.000000 Penalty: 5086.439941
	Iteration 69Q: 3 clusters Score -3562440 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3562467.000000 Penalty: 5086.439941
	Iteration 70Q: 3 clusters Score -3562467 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -3562477.250000 Penalty: 5086.439941
	Iteration 71Q: 3 clusters Score -3562477 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3562500.250000 Penalty: 5086.439941
	Iteration 72Q: 3 clusters Score -3562500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -3562505.500000 Penalty: 5086.439941
	Iteration 73Q: 3 clusters Score -3562506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -3562516.000000 Penalty: 5086.439941
	Iteration 74Q: 3 clusters Score -3562516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3562528.000000 Penalty: 5086.439941
	Iteration 75Q: 3 clusters Score -3562528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3562536.500000 Penalty: 5086.439941
	Iteration 76Q: 3 clusters Score -3562536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 24652 members 
Entering Unmasked Estep 
Score: -3562544.250000 Penalty: 5086.439941
	Iteration 77Q: 3 clusters Score -3562544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 24689 members 
Entering Unmasked Estep 
Score: -3562558.500000 Penalty: 5086.439941
	Iteration 78Q: 3 clusters Score -3562558 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -3562563.000000 Penalty: 5086.439941
	Iteration 79Q: 3 clusters Score -3562563 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3562577.750000 Penalty: 5086.439941
	Iteration 80F: 3 clusters Score -3562578 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3562591.250000 Penalty: 5086.439941
	Iteration 81Q: 3 clusters Score -3562591 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -3562594.500000 Penalty: 5086.439941
	Iteration 82Q: 3 clusters Score -3562594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3562609.500000 Penalty: 5086.439941
	Iteration 83Q: 3 clusters Score -3562610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3562620.500000 Penalty: 5086.439941
	Iteration 84Q: 3 clusters Score -3562620 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3562624.000000 Penalty: 5086.439941
	Iteration 85Q: 3 clusters Score -3562624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3562639.000000 Penalty: 5086.439941
	Iteration 86Q: 3 clusters Score -3562639 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3562637.750000 Penalty: 5086.439941
	Iteration 87Q: 3 clusters Score -3562638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -3562635.250000 Penalty: 5086.439941
	Iteration 88Q: 3 clusters Score -3562635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3562651.750000 Penalty: 5086.439941
	Iteration 89Q: 3 clusters Score -3562652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3562663.250000 Penalty: 5086.439941
	Iteration 90Q: 3 clusters Score -3562663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3562663.250000 Penalty: 5086.439941
	Iteration 91Q: 3 clusters Score -3562663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3562670.250000 Penalty: 5086.439941
	Iteration 92Q: 3 clusters Score -3562670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3562673.000000 Penalty: 5086.439941
	Iteration 93Q: 3 clusters Score -3562673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -3562679.000000 Penalty: 5086.439941
	Iteration 94Q: 3 clusters Score -3562679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3562682.250000 Penalty: 5086.439941
	Iteration 95Q: 3 clusters Score -3562682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3562682.250000 Penalty: 5086.439941
	Iteration 96Q: 3 clusters Score -3562682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3562692.750000 Penalty: 5086.439941
	Iteration 97Q: 3 clusters Score -3562693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -3562692.750000 Penalty: 5086.439941
	Iteration 98Q: 3 clusters Score -3562693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -3562701.500000 Penalty: 5086.439941
	Iteration 99Q: 3 clusters Score -3562702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -3562696.000000 Penalty: 5086.439941
	Iteration 100F: 3 clusters Score -3562696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -3562693.500000 Penalty: 5086.439941
	Iteration 101Q: 3 clusters Score -3562694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3562699.750000 Penalty: 5086.439941
	Iteration 102Q: 3 clusters Score -3562700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -3562692.000000 Penalty: 5086.439941
	Iteration 103Q: 3 clusters Score -3562692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -3562703.500000 Penalty: 5086.439941
	Iteration 104Q: 3 clusters Score -3562704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3562702.500000 Penalty: 5086.439941
	Iteration 105Q: 3 clusters Score -3562702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -3562703.750000 Penalty: 5086.439941
	Iteration 106Q: 3 clusters Score -3562704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -3562707.250000 Penalty: 5086.439941
	Iteration 107Q: 3 clusters Score -3562707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3562708.250000 Penalty: 5086.439941
	Iteration 108Q: 3 clusters Score -3562708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -3562714.000000 Penalty: 5086.439941
	Iteration 109Q: 3 clusters Score -3562714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -3562720.500000 Penalty: 5086.439941
	Iteration 110Q: 3 clusters Score -3562720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3562727.000000 Penalty: 5086.439941
	Iteration 111Q: 3 clusters Score -3562727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -3562726.750000 Penalty: 5086.439941
	Iteration 112Q: 3 clusters Score -3562727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -3562731.750000 Penalty: 5086.439941
	Iteration 113Q: 3 clusters Score -3562732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -3562735.750000 Penalty: 5086.439941
	Iteration 114Q: 3 clusters Score -3562736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -3562729.250000 Penalty: 5086.439941
	Iteration 115Q: 3 clusters Score -3562729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -3562734.000000 Penalty: 5086.439941
	Iteration 116Q: 3 clusters Score -3562734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -3562732.750000 Penalty: 5086.439941
	Iteration 117Q: 3 clusters Score -3562733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3562735.250000 Penalty: 5086.439941
	Iteration 118Q: 3 clusters Score -3562735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3562738.250000 Penalty: 5086.439941
	Iteration 119Q: 3 clusters Score -3562738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3562748.250000 Penalty: 5086.439941
	Iteration 120F: 3 clusters Score -3562748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3562749.250000 Penalty: 5086.439941
	Iteration 121Q: 3 clusters Score -3562749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3562757.250000 Penalty: 5086.439941
	Iteration 122Q: 3 clusters Score -3562757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3562757.750000 Penalty: 5086.439941
	Iteration 123Q: 3 clusters Score -3562758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -3562765.750000 Penalty: 5086.439941
	Iteration 124Q: 3 clusters Score -3562766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -3562763.000000 Penalty: 5086.439941
	Iteration 125Q: 3 clusters Score -3562763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3562767.000000 Penalty: 5086.439941
	Iteration 126Q: 3 clusters Score -3562767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -3562773.750000 Penalty: 5086.439941
	Iteration 127Q: 3 clusters Score -3562774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -3562773.500000 Penalty: 5086.439941
	Iteration 128Q: 3 clusters Score -3562774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3562770.250000 Penalty: 5086.439941
	Iteration 129Q: 3 clusters Score -3562770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3562771.750000 Penalty: 5086.439941
	Iteration 130Q: 3 clusters Score -3562772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -3562774.750000 Penalty: 5086.439941
	Iteration 131Q: 3 clusters Score -3562775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -3562775.750000 Penalty: 5086.439941
	Iteration 132Q: 3 clusters Score -3562776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3562786.750000 Penalty: 5086.439941
	Iteration 133Q: 3 clusters Score -3562787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -3562788.000000 Penalty: 5086.439941
	Iteration 134Q: 3 clusters Score -3562788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -3562791.250000 Penalty: 5086.439941
	Iteration 135Q: 3 clusters Score -3562791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -3562791.000000 Penalty: 5086.439941
	Iteration 136Q: 3 clusters Score -3562791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3562785.750000 Penalty: 5086.439941
	Iteration 137Q: 3 clusters Score -3562786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -3562788.250000 Penalty: 5086.439941
	Iteration 138Q: 3 clusters Score -3562788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -3562788.750000 Penalty: 5086.439941
	Iteration 139Q: 3 clusters Score -3562789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3562789.250000 Penalty: 5086.439941
	Iteration 140F: 3 clusters Score -3562789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Entering Unmasked Estep 
Score: -1313113.875000 Penalty: 2266.406738
	Iteration 0F: 2 clusters Score -1313114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1305866.125000 Penalty: 4532.813477
	Iteration 0F: 3 clusters Score -1305866 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1307912.875000 Penalty: 4532.813477
	Iteration 1F: 3 clusters Score -1307913 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1308198.375000 Penalty: 4532.813477
	Iteration 2F: 3 clusters Score -1308198 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1308390.500000 Penalty: 4532.813477
	Iteration 3Q: 3 clusters Score -1308390 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1308551.875000 Penalty: 4532.813477
	Iteration 4Q: 3 clusters Score -1308552 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1308710.125000 Penalty: 4532.813477
	Iteration 5Q: 3 clusters Score -1308710 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1308872.250000 Penalty: 4532.813477
	Iteration 6Q: 3 clusters Score -1308872 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -1309100.750000 Penalty: 4532.813477
	Iteration 7Q: 3 clusters Score -1309101 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1309367.125000 Penalty: 4532.813477
	Iteration 8Q: 3 clusters Score -1309367 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1309650.000000 Penalty: 4532.813477
	Iteration 9Q: 3 clusters Score -1309650 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1309981.875000 Penalty: 4532.813477
	Iteration 10Q: 3 clusters Score -1309982 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1310309.125000 Penalty: 4532.813477
	Iteration 11Q: 3 clusters Score -1310309 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1310569.375000 Penalty: 4532.813477
	Iteration 12Q: 3 clusters Score -1310569 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1310745.500000 Penalty: 4532.813477
	Iteration 13Q: 3 clusters Score -1310746 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1310882.500000 Penalty: 4532.813477
	Iteration 14Q: 3 clusters Score -1310882 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1310959.875000 Penalty: 4532.813477
	Iteration 15Q: 3 clusters Score -1310960 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1311025.250000 Penalty: 4532.813477
	Iteration 16Q: 3 clusters Score -1311025 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1311075.375000 Penalty: 4532.813477
	Iteration 17Q: 3 clusters Score -1311075 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1311116.000000 Penalty: 4532.813477
	Iteration 18Q: 3 clusters Score -1311116 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1311158.250000 Penalty: 4532.813477
	Iteration 19Q: 3 clusters Score -1311158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1311191.750000 Penalty: 4532.813477
	Iteration 20F: 3 clusters Score -1311192 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1311215.625000 Penalty: 4532.813477
	Iteration 21Q: 3 clusters Score -1311216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1311226.375000 Penalty: 4532.813477
	Iteration 22Q: 3 clusters Score -1311226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1311230.750000 Penalty: 4532.813477
	Iteration 23Q: 3 clusters Score -1311231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1311236.250000 Penalty: 4532.813477
	Iteration 24Q: 3 clusters Score -1311236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1311240.375000 Penalty: 4532.813477
	Iteration 25Q: 3 clusters Score -1311240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1311250.125000 Penalty: 4532.813477
	Iteration 26Q: 3 clusters Score -1311250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1311253.250000 Penalty: 4532.813477
	Iteration 27Q: 3 clusters Score -1311253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1311258.625000 Penalty: 4532.813477
	Iteration 28Q: 3 clusters Score -1311259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1311268.375000 Penalty: 4532.813477
	Iteration 29Q: 3 clusters Score -1311268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1311274.250000 Penalty: 4532.813477
	Iteration 30Q: 3 clusters Score -1311274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1311279.375000 Penalty: 4532.813477
	Iteration 31Q: 3 clusters Score -1311279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1311284.125000 Penalty: 4532.813477
	Iteration 32Q: 3 clusters Score -1311284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1311285.625000 Penalty: 4532.813477
	Iteration 33Q: 3 clusters Score -1311286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1311285.625000 Penalty: 4532.813477
	Iteration 34F: 3 clusters Score -1311286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Entering Unmasked Estep 
Score: -761055.375000 Penalty: 2144.236328
	Iteration 0F: 2 clusters Score -761055.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -756132.937500 Penalty: 4288.472656
	Iteration 0F: 3 clusters Score -756132.9 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -757346.625000 Penalty: 4288.472656
	Iteration 1F: 3 clusters Score -757346.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -757595.812500 Penalty: 4288.472656
	Iteration 2F: 3 clusters Score -757595.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -757808.937500 Penalty: 4288.472656
	Iteration 3F: 3 clusters Score -757808.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -758040.625000 Penalty: 4288.472656
	Iteration 4Q: 3 clusters Score -758040.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -758305.750000 Penalty: 4288.472656
	Iteration 5F: 3 clusters Score -758305.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -758571.937500 Penalty: 4288.472656
	Iteration 6F: 3 clusters Score -758571.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -758819.812500 Penalty: 4288.472656
	Iteration 7F: 3 clusters Score -758819.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -759017.375000 Penalty: 4288.472656
	Iteration 8Q: 3 clusters Score -759017.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -759146.312500 Penalty: 4288.472656
	Iteration 9Q: 3 clusters Score -759146.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -759219.250000 Penalty: 4288.472656
	Iteration 10Q: 3 clusters Score -759219.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -759268.875000 Penalty: 4288.472656
	Iteration 11Q: 3 clusters Score -759268.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -759304.625000 Penalty: 4288.472656
	Iteration 12Q: 3 clusters Score -759304.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -759325.937500 Penalty: 4288.472656
	Iteration 13Q: 3 clusters Score -759325.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -759339.625000 Penalty: 4288.472656
	Iteration 14Q: 3 clusters Score -759339.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -759355.250000 Penalty: 4288.472656
	Iteration 15Q: 3 clusters Score -759355.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -759365.250000 Penalty: 4288.472656
	Iteration 16Q: 3 clusters Score -759365.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -759373.187500 Penalty: 4288.472656
	Iteration 17Q: 3 clusters Score -759373.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -759385.500000 Penalty: 4288.472656
	Iteration 18Q: 3 clusters Score -759385.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -759391.187500 Penalty: 4288.472656
	Iteration 19Q: 3 clusters Score -759391.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -759398.375000 Penalty: 4288.472656
	Iteration 20F: 3 clusters Score -759398.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -759401.750000 Penalty: 4288.472656
	Iteration 21Q: 3 clusters Score -759401.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -759406.625000 Penalty: 4288.472656
	Iteration 22Q: 3 clusters Score -759406.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -759407.750000 Penalty: 4288.472656
	Iteration 23Q: 3 clusters Score -759407.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -759412.062500 Penalty: 4288.472656
	Iteration 24Q: 3 clusters Score -759412.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -759413.250000 Penalty: 4288.472656
	Iteration 25Q: 3 clusters Score -759413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -759416.500000 Penalty: 4288.472656
	Iteration 26Q: 3 clusters Score -759416.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -759416.125000 Penalty: 4288.472656
	Iteration 27Q: 3 clusters Score -759416.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -759417.937500 Penalty: 4288.472656
	Iteration 28Q: 3 clusters Score -759417.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -759420.062500 Penalty: 4288.472656
	Iteration 29Q: 3 clusters Score -759420.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -759424.000000 Penalty: 4288.472656
	Iteration 30Q: 3 clusters Score -759424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -759424.625000 Penalty: 4288.472656
	Iteration 31Q: 3 clusters Score -759424.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -759425.625000 Penalty: 4288.472656
	Iteration 32Q: 3 clusters Score -759425.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -759428.750000 Penalty: 4288.472656
	Iteration 33Q: 3 clusters Score -759428.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -759433.000000 Penalty: 4288.472656
	Iteration 34Q: 3 clusters Score -759433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -759434.187500 Penalty: 4288.472656
	Iteration 35Q: 3 clusters Score -759434.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -759435.625000 Penalty: 4288.472656
	Iteration 36Q: 3 clusters Score -759435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -759439.250000 Penalty: 4288.472656
	Iteration 37Q: 3 clusters Score -759439.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -759439.687500 Penalty: 4288.472656
	Iteration 38Q: 3 clusters Score -759439.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -759442.000000 Penalty: 4288.472656
	Iteration 39Q: 3 clusters Score -759442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -759445.125000 Penalty: 4288.472656
	Iteration 40F: 3 clusters Score -759445.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -759445.312500 Penalty: 4288.472656
	Iteration 41Q: 3 clusters Score -759445.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -759449.187500 Penalty: 4288.472656
	Iteration 42Q: 3 clusters Score -759449.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -759449.187500 Penalty: 4288.472656
	Iteration 43Q: 3 clusters Score -759449.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -759454.437500 Penalty: 4288.472656
	Iteration 44Q: 3 clusters Score -759454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -759453.062500 Penalty: 4288.472656
	Iteration 45Q: 3 clusters Score -759453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -759451.875000 Penalty: 4288.472656
	Iteration 46Q: 3 clusters Score -759451.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -759454.375000 Penalty: 4288.472656
	Iteration 47Q: 3 clusters Score -759454.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -759456.062500 Penalty: 4288.472656
	Iteration 48Q: 3 clusters Score -759456.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -759455.687500 Penalty: 4288.472656
	Iteration 49Q: 3 clusters Score -759455.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -759458.250000 Penalty: 4288.472656
	Iteration 50Q: 3 clusters Score -759458.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -759456.937500 Penalty: 4288.472656
	Iteration 51Q: 3 clusters Score -759456.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -759456.937500 Penalty: 4288.472656
	Iteration 52F: 3 clusters Score -759456.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (54041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Entering Unmasked Estep 
Score: -7502026.000000 Penalty: 2702.579590
	Iteration 0F: 2 clusters Score -7502026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -7465772.000000 Penalty: 5405.159180
	Iteration 0F: 3 clusters Score -7465772 nChanged 25036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -7479551.000000 Penalty: 5405.159180
	Iteration 1F: 3 clusters Score -7479551 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7480185 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7480860 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7481680 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30561 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7482578 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7483804 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7485260 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7487097 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -7489302.000000 Penalty: 5405.159180
	Iteration 9F: 3 clusters Score -7489302 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -7491600.500000 Penalty: 5405.159180
	Iteration 10F: 3 clusters Score -7491600 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -7493627.000000 Penalty: 5405.159180
	Iteration 11Q: 3 clusters Score -7493627 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -7495228.000000 Penalty: 5405.159180
	Iteration 12Q: 3 clusters Score -7495228 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -7496308.500000 Penalty: 5405.159180
	Iteration 13Q: 3 clusters Score -7496308 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -7497090.500000 Penalty: 5405.159180
	Iteration 14Q: 3 clusters Score -7497090 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -7497629.500000 Penalty: 5405.159180
	Iteration 15Q: 3 clusters Score -7497630 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -7498102.500000 Penalty: 5405.159180
	Iteration 16Q: 3 clusters Score -7498102 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7498522.500000 Penalty: 5405.159180
	Iteration 17Q: 3 clusters Score -7498522 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51322 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7498894.000000 Penalty: 5405.159180
	Iteration 18Q: 3 clusters Score -7498894 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7499202.500000 Penalty: 5405.159180
	Iteration 19Q: 3 clusters Score -7499202 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -7499428.000000 Penalty: 5405.159180
	Iteration 20F: 3 clusters Score -7499428 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7499601.500000 Penalty: 5405.159180
	Iteration 21Q: 3 clusters Score -7499602 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -7499720.000000 Penalty: 5405.159180
	Iteration 22Q: 3 clusters Score -7499720 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52395 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -7499815.500000 Penalty: 5405.159180
	Iteration 23Q: 3 clusters Score -7499816 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7499874.500000 Penalty: 5405.159180
	Iteration 24Q: 3 clusters Score -7499874 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52512 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -7499911.000000 Penalty: 5405.159180
	Iteration 25Q: 3 clusters Score -7499911 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52546 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7499955.500000 Penalty: 5405.159180
	Iteration 26Q: 3 clusters Score -7499956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -7499959.000000 Penalty: 5405.159180
	Iteration 27Q: 3 clusters Score -7499959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52575 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -7499982.000000 Penalty: 5405.159180
	Iteration 28Q: 3 clusters Score -7499982 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7499990.000000 Penalty: 5405.159180
	Iteration 29Q: 3 clusters Score -7499990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7499996.500000 Penalty: 5405.159180
	Iteration 30Q: 3 clusters Score -7499996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7500010.500000 Penalty: 5405.159180
	Iteration 31Q: 3 clusters Score -7500010 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7500014.000000 Penalty: 5405.159180
	Iteration 32Q: 3 clusters Score -7500014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -7500023.000000 Penalty: 5405.159180
	Iteration 33Q: 3 clusters Score -7500023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -7500025.000000 Penalty: 5405.159180
	Iteration 34Q: 3 clusters Score -7500025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7500025.500000 Penalty: 5405.159180
	Iteration 35Q: 3 clusters Score -7500026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -7500022.500000 Penalty: 5405.159180
	Iteration 36Q: 3 clusters Score -7500022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7500029.500000 Penalty: 5405.159180
	Iteration 37Q: 3 clusters Score -7500030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52682 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -7500033.500000 Penalty: 5405.159180
	Iteration 38Q: 3 clusters Score -7500034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7500050.000000 Penalty: 5405.159180
	Iteration 39Q: 3 clusters Score -7500050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7500045.500000 Penalty: 5405.159180
	Iteration 40F: 3 clusters Score -7500046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52689 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7500046.500000 Penalty: 5405.159180
	Iteration 41Q: 3 clusters Score -7500046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7500046.000000 Penalty: 5405.159180
	Iteration 42Q: 3 clusters Score -7500046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7500051.500000 Penalty: 5405.159180
	Iteration 43Q: 3 clusters Score -7500052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7500057.500000 Penalty: 5405.159180
	Iteration 44Q: 3 clusters Score -7500058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52693 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -7500057.000000 Penalty: 5405.159180
	Iteration 45Q: 3 clusters Score -7500057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7500053.500000 Penalty: 5405.159180
	Iteration 46Q: 3 clusters Score -7500054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7500059.500000 Penalty: 5405.159180
	Iteration 47Q: 3 clusters Score -7500060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7500052.000000 Penalty: 5405.159180
	Iteration 48Q: 3 clusters Score -7500052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -7500047.500000 Penalty: 5405.159180
	Iteration 49Q: 3 clusters Score -7500048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7500051.000000 Penalty: 5405.159180
	Iteration 50Q: 3 clusters Score -7500051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52697 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -7500057.500000 Penalty: 5405.159180
	Iteration 51Q: 3 clusters Score -7500058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7500056.500000 Penalty: 5405.159180
	Iteration 52Q: 3 clusters Score -7500056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7500053.500000 Penalty: 5405.159180
	Iteration 53Q: 3 clusters Score -7500054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7500056.500000 Penalty: 5405.159180
	Iteration 54Q: 3 clusters Score -7500056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7500058.000000 Penalty: 5405.159180
	Iteration 55Q: 3 clusters Score -7500058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7500060.500000 Penalty: 5405.159180
	Iteration 56Q: 3 clusters Score -7500060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7500060 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7500060 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52704 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
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	Iteration 59F: 3 clusters Score -7500060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7714 members 
Entering Unmasked Estep 
Score: -1043775.687500 Penalty: 2219.796387
	Iteration 0F: 2 clusters Score -1043776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1037593.437500 Penalty: 4439.592773
	Iteration 0F: 3 clusters Score -1037593 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1039364.625000 Penalty: 4439.592773
	Iteration 1F: 3 clusters Score -1039365 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1039686.062500 Penalty: 4439.592773
	Iteration 2F: 3 clusters Score -1039686 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1039931.125000 Penalty: 4439.592773
	Iteration 3F: 3 clusters Score -1039931 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1040164.625000 Penalty: 4439.592773
	Iteration 4F: 3 clusters Score -1040165 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1040377.812500 Penalty: 4439.592773
	Iteration 5Q: 3 clusters Score -1040378 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1040555.687500 Penalty: 4439.592773
	Iteration 6Q: 3 clusters Score -1040556 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1040717.125000 Penalty: 4439.592773
	Iteration 7Q: 3 clusters Score -1040717 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1040827.937500 Penalty: 4439.592773
	Iteration 8Q: 3 clusters Score -1040828 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1040936.812500 Penalty: 4439.592773
	Iteration 9Q: 3 clusters Score -1040937 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1041020.937500 Penalty: 4439.592773
	Iteration 10Q: 3 clusters Score -1041021 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1041096.625000 Penalty: 4439.592773
	Iteration 11Q: 3 clusters Score -1041097 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1041171.375000 Penalty: 4439.592773
	Iteration 12Q: 3 clusters Score -1041171 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1041254.687500 Penalty: 4439.592773
	Iteration 13Q: 3 clusters Score -1041255 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1041342.250000 Penalty: 4439.592773
	Iteration 14Q: 3 clusters Score -1041342 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1041411.812500 Penalty: 4439.592773
	Iteration 15Q: 3 clusters Score -1041412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1041468.812500 Penalty: 4439.592773
	Iteration 16Q: 3 clusters Score -1041469 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1041512.625000 Penalty: 4439.592773
	Iteration 17Q: 3 clusters Score -1041513 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1041559.312500 Penalty: 4439.592773
	Iteration 18Q: 3 clusters Score -1041559 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1041605.312500 Penalty: 4439.592773
	Iteration 19Q: 3 clusters Score -1041605 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1041648.062500 Penalty: 4439.592773
	Iteration 20F: 3 clusters Score -1041648 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1041674.937500 Penalty: 4439.592773
	Iteration 21Q: 3 clusters Score -1041675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1041700.937500 Penalty: 4439.592773
	Iteration 22Q: 3 clusters Score -1041701 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1041714.750000 Penalty: 4439.592773
	Iteration 23Q: 3 clusters Score -1041715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1041734.000000 Penalty: 4439.592773
	Iteration 24Q: 3 clusters Score -1041734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1041746.187500 Penalty: 4439.592773
	Iteration 25Q: 3 clusters Score -1041746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1041757.562500 Penalty: 4439.592773
	Iteration 26Q: 3 clusters Score -1041758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1041768.437500 Penalty: 4439.592773
	Iteration 27Q: 3 clusters Score -1041768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1041781.437500 Penalty: 4439.592773
	Iteration 28Q: 3 clusters Score -1041781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1041792.000000 Penalty: 4439.592773
	Iteration 29Q: 3 clusters Score -1041792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1041798.250000 Penalty: 4439.592773
	Iteration 30Q: 3 clusters Score -1041798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1041807.437500 Penalty: 4439.592773
	Iteration 31Q: 3 clusters Score -1041807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1041810.062500 Penalty: 4439.592773
	Iteration 32Q: 3 clusters Score -1041810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1041814.812500 Penalty: 4439.592773
	Iteration 33Q: 3 clusters Score -1041815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1041823.125000 Penalty: 4439.592773
	Iteration 34Q: 3 clusters Score -1041823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1041831.437500 Penalty: 4439.592773
	Iteration 35Q: 3 clusters Score -1041831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1041835.625000 Penalty: 4439.592773
	Iteration 36Q: 3 clusters Score -1041836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1041839.750000 Penalty: 4439.592773
	Iteration 37Q: 3 clusters Score -1041840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1041844.125000 Penalty: 4439.592773
	Iteration 38Q: 3 clusters Score -1041844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1041849.000000 Penalty: 4439.592773
	Iteration 39Q: 3 clusters Score -1041849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1041848.687500 Penalty: 4439.592773
	Iteration 40F: 3 clusters Score -1041849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1041850.125000 Penalty: 4439.592773
	Iteration 41Q: 3 clusters Score -1041850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1041851.312500 Penalty: 4439.592773
	Iteration 42Q: 3 clusters Score -1041851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1041851.687500 Penalty: 4439.592773
	Iteration 43Q: 3 clusters Score -1041852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1041855.250000 Penalty: 4439.592773
	Iteration 44Q: 3 clusters Score -1041855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1041855.250000 Penalty: 4439.592773
	Iteration 45F: 3 clusters Score -1041855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (273501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273501 members 
Entering Unmasked Estep 
Score: -38187796.000000 Penalty: 3104.726807
	Iteration 0F: 2 clusters Score -3.81878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137063 members 
Mstep: Class 2 contains 136438 members 
Entering Unmasked Estep 
Score: -38032416.000000 Penalty: 6209.453613
	Iteration 0F: 3 clusters Score -3.803242e+07 nChanged 132429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143778 members 
Mstep: Class 2 contains 129723 members 
Entering Unmasked Estep 
Score: -38110636.000000 Penalty: 6209.453613
	Iteration 1F: 3 clusters Score -3.811064e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148840 members 
Mstep: Class 2 contains 124661 members 
Entering Unmasked Estep 
Score: -38112688.000000 Penalty: 6209.453613
	Iteration 2Q: 3 clusters Score -3.811269e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157092 members 
Mstep: Class 2 contains 116409 members 
Entering Unmasked Estep 
Score: -38116208.000000 Penalty: 6209.453613
	Iteration 3Q: 3 clusters Score -3.811621e+07 nChanged 14050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169718 members 
Mstep: Class 2 contains 103783 members 
Entering Unmasked Estep 
Score: -38122080.000000 Penalty: 6209.453613
	Iteration 4F: 3 clusters Score -3.812208e+07 nChanged 18869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187421 members 
Mstep: Class 2 contains 86080 members 
Entering Unmasked Estep 
Score: -38133704.000000 Penalty: 6209.453613
	Iteration 5F: 3 clusters Score -3.81337e+07 nChanged 22552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209079 members 
Mstep: Class 2 contains 64422 members 
Entering Unmasked Estep 
Score: -38151304.000000 Penalty: 6209.453613
	Iteration 6F: 3 clusters Score -3.81513e+07 nChanged 22630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231101 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -38170088.000000 Penalty: 6209.453613
	Iteration 7F: 3 clusters Score -3.817009e+07 nChanged 18443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249260 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -38183588.000000 Penalty: 6209.453613
	Iteration 8F: 3 clusters Score -3.818359e+07 nChanged 13010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262198 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -38187160.000000 Penalty: 6209.453613
	Iteration 9Q: 3 clusters Score -3.818716e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269154 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -38185900.000000 Penalty: 6209.453613
	Iteration 10Q: 3 clusters Score -3.81859e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271931 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -38185524.000000 Penalty: 6209.453613
	Iteration 11Q: 3 clusters Score -3.818552e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272803 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -38185312.000000 Penalty: 6209.453613
	Iteration 12Q: 3 clusters Score -3.818531e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273058 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -38185316.000000 Penalty: 6209.453613
	Iteration 13Q: 3 clusters Score -3.818532e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273153 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -38185288.000000 Penalty: 6209.453613
	Iteration 14Q: 3 clusters Score -3.818529e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273193 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -38185324.000000 Penalty: 6209.453613
	Iteration 15Q: 3 clusters Score -3.818532e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273209 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38185364.000000 Penalty: 6209.453613
	Iteration 16Q: 3 clusters Score -3.818536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273216 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38185364.000000 Penalty: 6209.453613
	Iteration 17Q: 3 clusters Score -3.818536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273226 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -38185396.000000 Penalty: 6209.453613
	Iteration 18Q: 3 clusters Score -3.81854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273227 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38185396.000000 Penalty: 6209.453613
	Iteration 19Q: 3 clusters Score -3.81854e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273228 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38185404.000000 Penalty: 6209.453613
	Iteration 20F: 3 clusters Score -3.81854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38185396.000000 Penalty: 6209.453613
	Iteration 21Q: 3 clusters Score -3.81854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273228 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -38185412.000000 Penalty: 6209.453613
	Iteration 22Q: 3 clusters Score -3.818541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38185408.000000 Penalty: 6209.453613
	Iteration 23Q: 3 clusters Score -3.818541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38185420.000000 Penalty: 6209.453613
	Iteration 24Q: 3 clusters Score -3.818542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38185424.000000 Penalty: 6209.453613
	Iteration 25Q: 3 clusters Score -3.818542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -38185424.000000 Penalty: 6209.453613
	Iteration 26F: 3 clusters Score -3.818542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -27810.125000 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -27810.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26637.646484 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -26637.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26710.386719 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -26710.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26750.667969 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -26750.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26765.880859 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -26765.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26777.851562 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -26777.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26783.994141 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -26783.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26797.482422 Penalty: 2690.775146
	Iteration 6Q: 3 clusters Score -26797.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26797.482422 Penalty: 2690.775146
	Iteration 7F: 3 clusters Score -26797.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66455 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95383 members 
Mstep: Class 9 contains 46009 members 
Mstep: Class 10 contains 99132 members 
Mstep: Class 11 contains 36955 members 
Mstep: Class 12 contains 11552 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44176 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22425 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31422 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28422 members 
Mstep: Class 23 contains 9309 members 
Mstep: Class 24 contains 5688 members 
Mstep: Class 25 contains 54041 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 273501 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227488.000000 Penalty: 95255.710938
Iteration 199Q: 29 clusters Score -1.222275e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66412 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95352 members 
Mstep: Class 9 contains 46015 members 
Mstep: Class 10 contains 99127 members 
Mstep: Class 11 contains 36978 members 
Mstep: Class 12 contains 11550 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44173 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22430 members 
Mstep: Class 17 contains 2862 members 
Mstep: Class 18 contains 48191 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31420 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28418 members 
Mstep: Class 23 contains 9310 members 
Mstep: Class 24 contains 5692 members 
Mstep: Class 25 contains 54068 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 273526 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227528.000000 Penalty: 95255.710938
Iteration 200F: 29 clusters Score -1.222275e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66380 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95327 members 
Mstep: Class 9 contains 46020 members 
Mstep: Class 10 contains 99133 members 
Mstep: Class 11 contains 36988 members 
Mstep: Class 12 contains 11547 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44169 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22438 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48193 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31418 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28416 members 
Mstep: Class 23 contains 9315 members 
Mstep: Class 24 contains 5693 members 
Mstep: Class 25 contains 54086 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 273537 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227552.000000 Penalty: 95255.710938
Iteration 201Q: 29 clusters Score -1.222276e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66348 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95295 members 
Mstep: Class 9 contains 46022 members 
Mstep: Class 10 contains 99132 members 
Mstep: Class 11 contains 37003 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44165 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22447 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48193 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31418 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28413 members 
Mstep: Class 23 contains 9317 members 
Mstep: Class 24 contains 5694 members 
Mstep: Class 25 contains 54108 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 273559 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227520.000000 Penalty: 95255.710938
Iteration 202Q: 29 clusters Score -1.222275e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66305 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95268 members 
Mstep: Class 9 contains 46026 members 
Mstep: Class 10 contains 99135 members 
Mstep: Class 11 contains 37015 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44165 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22457 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48192 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31417 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28412 members 
Mstep: Class 23 contains 9323 members 
Mstep: Class 24 contains 5695 members 
Mstep: Class 25 contains 54124 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 273580 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227512.000000 Penalty: 95255.710938
Iteration 203Q: 29 clusters Score -1.222275e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66257 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95252 members 
Mstep: Class 9 contains 46034 members 
Mstep: Class 10 contains 99139 members 
Mstep: Class 11 contains 37030 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44163 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22467 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48192 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31417 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28411 members 
Mstep: Class 23 contains 9325 members 
Mstep: Class 24 contains 5695 members 
Mstep: Class 25 contains 54142 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 273590 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227480.000000 Penalty: 95255.710938
Iteration 204Q: 29 clusters Score -1.222275e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66219 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95231 members 
Mstep: Class 9 contains 46039 members 
Mstep: Class 10 contains 99135 members 
Mstep: Class 11 contains 37036 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44160 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22476 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48192 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31417 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28410 members 
Mstep: Class 23 contains 9324 members 
Mstep: Class 24 contains 5697 members 
Mstep: Class 25 contains 54168 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 273612 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227488.000000 Penalty: 95255.710938
Iteration 205Q: 29 clusters Score -1.222275e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66166 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95209 members 
Mstep: Class 9 contains 46046 members 
Mstep: Class 10 contains 99133 members 
Mstep: Class 11 contains 37045 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44160 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22484 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48192 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31416 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28410 members 
Mstep: Class 23 contains 9325 members 
Mstep: Class 24 contains 5698 members 
Mstep: Class 25 contains 54188 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 273643 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227448.000000 Penalty: 95255.710938
Iteration 206Q: 29 clusters Score -1.222274e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66138 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95183 members 
Mstep: Class 9 contains 46053 members 
Mstep: Class 10 contains 99125 members 
Mstep: Class 11 contains 37054 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44158 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22491 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48193 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31415 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28408 members 
Mstep: Class 23 contains 9329 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54204 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 273666 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227432.000000 Penalty: 95255.710938
Iteration 207Q: 29 clusters Score -1.222274e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66118 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95154 members 
Mstep: Class 9 contains 46063 members 
Mstep: Class 10 contains 99122 members 
Mstep: Class 11 contains 37061 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9001 members 
Mstep: Class 14 contains 44158 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22494 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48193 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31416 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28409 members 
Mstep: Class 23 contains 9332 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54221 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273677 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227368.000000 Penalty: 95255.710938
Iteration 208Q: 29 clusters Score -1.222274e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66095 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95144 members 
Mstep: Class 9 contains 46073 members 
Mstep: Class 10 contains 99122 members 
Mstep: Class 11 contains 37064 members 
Mstep: Class 12 contains 11547 members 
Mstep: Class 13 contains 9002 members 
Mstep: Class 14 contains 44156 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22497 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48193 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31415 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28405 members 
Mstep: Class 23 contains 9333 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54234 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273685 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227360.000000 Penalty: 95255.710938
Iteration 209Q: 29 clusters Score -1.222274e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66060 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95138 members 
Mstep: Class 9 contains 46082 members 
Mstep: Class 10 contains 99125 members 
Mstep: Class 11 contains 37069 members 
Mstep: Class 12 contains 11548 members 
Mstep: Class 13 contains 9004 members 
Mstep: Class 14 contains 44157 members 
Mstep: Class 15 contains 8256 members 
Mstep: Class 16 contains 22501 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48196 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31416 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28400 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54238 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273696 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227344.000000 Penalty: 95255.710938
Iteration 210Q: 29 clusters Score -1.222273e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 66021 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95139 members 
Mstep: Class 9 contains 46088 members 
Mstep: Class 10 contains 99128 members 
Mstep: Class 11 contains 37076 members 
Mstep: Class 12 contains 11548 members 
Mstep: Class 13 contains 9004 members 
Mstep: Class 14 contains 44158 members 
Mstep: Class 15 contains 8256 members 
Mstep: Class 16 contains 22503 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48196 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31415 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28399 members 
Mstep: Class 23 contains 9334 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54239 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273716 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227288.000000 Penalty: 95255.710938
Iteration 211Q: 29 clusters Score -1.222273e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65979 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95138 members 
Mstep: Class 9 contains 46092 members 
Mstep: Class 10 contains 99128 members 
Mstep: Class 11 contains 37086 members 
Mstep: Class 12 contains 11549 members 
Mstep: Class 13 contains 9004 members 
Mstep: Class 14 contains 44156 members 
Mstep: Class 15 contains 8256 members 
Mstep: Class 16 contains 22510 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31416 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28395 members 
Mstep: Class 23 contains 9336 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54245 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273733 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227232.000000 Penalty: 95255.710938
Iteration 212Q: 29 clusters Score -1.222272e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65948 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95134 members 
Mstep: Class 9 contains 46095 members 
Mstep: Class 10 contains 99127 members 
Mstep: Class 11 contains 37093 members 
Mstep: Class 12 contains 11547 members 
Mstep: Class 13 contains 9004 members 
Mstep: Class 14 contains 44155 members 
Mstep: Class 15 contains 8256 members 
Mstep: Class 16 contains 22516 members 
Mstep: Class 17 contains 2864 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31416 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28394 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54252 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273746 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227240.000000 Penalty: 95255.710938
Iteration 213Q: 29 clusters Score -1.222272e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65924 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95122 members 
Mstep: Class 9 contains 46099 members 
Mstep: Class 10 contains 99127 members 
Mstep: Class 11 contains 37099 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9004 members 
Mstep: Class 14 contains 44155 members 
Mstep: Class 15 contains 8256 members 
Mstep: Class 16 contains 22521 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31415 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28393 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54258 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273764 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227280.000000 Penalty: 95255.710938
Iteration 214Q: 29 clusters Score -1.222273e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65897 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95123 members 
Mstep: Class 9 contains 46099 members 
Mstep: Class 10 contains 99124 members 
Mstep: Class 11 contains 37106 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9004 members 
Mstep: Class 14 contains 44155 members 
Mstep: Class 15 contains 8256 members 
Mstep: Class 16 contains 22525 members 
Mstep: Class 17 contains 2866 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31414 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28392 members 
Mstep: Class 23 contains 9340 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54262 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273779 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227288.000000 Penalty: 95255.710938
Iteration 215Q: 29 clusters Score -1.222273e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65870 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95113 members 
Mstep: Class 9 contains 46100 members 
Mstep: Class 10 contains 99127 members 
Mstep: Class 11 contains 37114 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9004 members 
Mstep: Class 14 contains 44155 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22526 members 
Mstep: Class 17 contains 2868 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31414 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28392 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54263 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273799 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227280.000000 Penalty: 95255.710938
Iteration 216Q: 29 clusters Score -1.222273e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65842 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95104 members 
Mstep: Class 9 contains 46102 members 
Mstep: Class 10 contains 99127 members 
Mstep: Class 11 contains 37117 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9006 members 
Mstep: Class 14 contains 44152 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22528 members 
Mstep: Class 17 contains 2868 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31414 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28391 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54265 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273829 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227192.000000 Penalty: 95255.710938
Iteration 217Q: 29 clusters Score -1.222272e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65807 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95105 members 
Mstep: Class 9 contains 46103 members 
Mstep: Class 10 contains 99129 members 
Mstep: Class 11 contains 37119 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9006 members 
Mstep: Class 14 contains 44151 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22533 members 
Mstep: Class 17 contains 2868 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31415 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28392 members 
Mstep: Class 23 contains 9341 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54266 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273851 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227224.000000 Penalty: 95255.710938
Iteration 218Q: 29 clusters Score -1.222272e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65774 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95096 members 
Mstep: Class 9 contains 46105 members 
Mstep: Class 10 contains 99128 members 
Mstep: Class 11 contains 37129 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9008 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22536 members 
Mstep: Class 17 contains 2868 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31416 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28393 members 
Mstep: Class 23 contains 9342 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54266 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273876 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227184.000000 Penalty: 95255.710938
Iteration 219Q: 29 clusters Score -1.222272e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65748 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95090 members 
Mstep: Class 9 contains 46108 members 
Mstep: Class 10 contains 99129 members 
Mstep: Class 11 contains 37137 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9011 members 
Mstep: Class 14 contains 44151 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22537 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31415 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28393 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54267 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273890 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227200.000000 Penalty: 95255.710938
Iteration 220F: 29 clusters Score -1.222272e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65731 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95080 members 
Mstep: Class 9 contains 46112 members 
Mstep: Class 10 contains 99129 members 
Mstep: Class 11 contains 37143 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9012 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22537 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31415 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28391 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54268 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273907 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227096.000000 Penalty: 95255.710938
Iteration 221Q: 29 clusters Score -1.222271e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65717 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95066 members 
Mstep: Class 9 contains 46114 members 
Mstep: Class 10 contains 99128 members 
Mstep: Class 11 contains 37149 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9017 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22539 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31411 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28390 members 
Mstep: Class 23 contains 9343 members 
Mstep: Class 24 contains 5699 members 
Mstep: Class 25 contains 54273 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273920 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227144.000000 Penalty: 95255.710938
Iteration 222Q: 29 clusters Score -1.222271e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65703 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95061 members 
Mstep: Class 9 contains 46118 members 
Mstep: Class 10 contains 99128 members 
Mstep: Class 11 contains 37159 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9019 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22541 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28391 members 
Mstep: Class 23 contains 9344 members 
Mstep: Class 24 contains 5700 members 
Mstep: Class 25 contains 54274 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273920 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227112.000000 Penalty: 95255.710938
Iteration 223Q: 29 clusters Score -1.222271e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65696 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95045 members 
Mstep: Class 9 contains 46117 members 
Mstep: Class 10 contains 99126 members 
Mstep: Class 11 contains 37168 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22543 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28390 members 
Mstep: Class 23 contains 9344 members 
Mstep: Class 24 contains 5703 members 
Mstep: Class 25 contains 54272 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273933 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227176.000000 Penalty: 95255.710938
Iteration 224Q: 29 clusters Score -1.222272e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65689 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95036 members 
Mstep: Class 9 contains 46123 members 
Mstep: Class 10 contains 99123 members 
Mstep: Class 11 contains 37171 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22543 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28390 members 
Mstep: Class 23 contains 9346 members 
Mstep: Class 24 contains 5704 members 
Mstep: Class 25 contains 54271 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273940 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227160.000000 Penalty: 95255.710938
Iteration 225Q: 29 clusters Score -1.222272e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65680 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95030 members 
Mstep: Class 9 contains 46125 members 
Mstep: Class 10 contains 99124 members 
Mstep: Class 11 contains 37175 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22545 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28390 members 
Mstep: Class 23 contains 9347 members 
Mstep: Class 24 contains 5705 members 
Mstep: Class 25 contains 54270 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273947 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227168.000000 Penalty: 95255.710938
Iteration 226Q: 29 clusters Score -1.222272e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65674 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95019 members 
Mstep: Class 9 contains 46131 members 
Mstep: Class 10 contains 99123 members 
Mstep: Class 11 contains 37184 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22547 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 48197 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28388 members 
Mstep: Class 23 contains 9348 members 
Mstep: Class 24 contains 5707 members 
Mstep: Class 25 contains 54271 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273947 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227152.000000 Penalty: 95255.710938
Iteration 227Q: 29 clusters Score -1.222272e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65666 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95014 members 
Mstep: Class 9 contains 46135 members 
Mstep: Class 10 contains 99124 members 
Mstep: Class 11 contains 37188 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22550 members 
Mstep: Class 17 contains 2869 members 
Mstep: Class 18 contains 48197 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28387 members 
Mstep: Class 23 contains 9348 members 
Mstep: Class 24 contains 5709 members 
Mstep: Class 25 contains 54270 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273948 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227128.000000 Penalty: 95255.710938
Iteration 228Q: 29 clusters Score -1.222271e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65657 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 95003 members 
Mstep: Class 9 contains 46136 members 
Mstep: Class 10 contains 99123 members 
Mstep: Class 11 contains 37191 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22554 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48197 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28386 members 
Mstep: Class 23 contains 9349 members 
Mstep: Class 24 contains 5709 members 
Mstep: Class 25 contains 54271 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273959 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227128.000000 Penalty: 95255.710938
Iteration 229Q: 29 clusters Score -1.222271e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65644 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94990 members 
Mstep: Class 9 contains 46137 members 
Mstep: Class 10 contains 99123 members 
Mstep: Class 11 contains 37196 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22556 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48197 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28385 members 
Mstep: Class 23 contains 9350 members 
Mstep: Class 24 contains 5709 members 
Mstep: Class 25 contains 54272 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 273975 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227144.000000 Penalty: 95255.710938
Iteration 230Q: 29 clusters Score -1.222271e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65634 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94967 members 
Mstep: Class 9 contains 46138 members 
Mstep: Class 10 contains 99122 members 
Mstep: Class 11 contains 37200 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22554 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28385 members 
Mstep: Class 23 contains 9351 members 
Mstep: Class 24 contains 5709 members 
Mstep: Class 25 contains 54275 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 274001 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227184.000000 Penalty: 95255.710938
Iteration 231Q: 29 clusters Score -1.222272e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65622 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94949 members 
Mstep: Class 9 contains 46141 members 
Mstep: Class 10 contains 99124 members 
Mstep: Class 11 contains 37202 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22555 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28385 members 
Mstep: Class 23 contains 9354 members 
Mstep: Class 24 contains 5709 members 
Mstep: Class 25 contains 54277 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 274018 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227144.000000 Penalty: 95255.710938
Iteration 232Q: 29 clusters Score -1.222271e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65610 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94930 members 
Mstep: Class 9 contains 46143 members 
Mstep: Class 10 contains 99125 members 
Mstep: Class 11 contains 37206 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22556 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28385 members 
Mstep: Class 23 contains 9354 members 
Mstep: Class 24 contains 5709 members 
Mstep: Class 25 contains 54280 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 274038 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227136.000000 Penalty: 95255.710938
Iteration 233Q: 29 clusters Score -1.222271e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65601 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94928 members 
Mstep: Class 9 contains 46146 members 
Mstep: Class 10 contains 99128 members 
Mstep: Class 11 contains 37206 members 
Mstep: Class 12 contains 11544 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22556 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28385 members 
Mstep: Class 23 contains 9354 members 
Mstep: Class 24 contains 5709 members 
Mstep: Class 25 contains 54282 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 274043 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227016.000000 Penalty: 95255.710938
Iteration 234Q: 29 clusters Score -1.22227e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65589 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94934 members 
Mstep: Class 9 contains 46147 members 
Mstep: Class 10 contains 99126 members 
Mstep: Class 11 contains 37207 members 
Mstep: Class 12 contains 11546 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22558 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48198 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31409 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28385 members 
Mstep: Class 23 contains 9356 members 
Mstep: Class 24 contains 5709 members 
Mstep: Class 25 contains 54286 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 274040 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227016.000000 Penalty: 95255.710938
Iteration 235Q: 29 clusters Score -1.22227e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65580 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94929 members 
Mstep: Class 9 contains 46151 members 
Mstep: Class 10 contains 99125 members 
Mstep: Class 11 contains 37208 members 
Mstep: Class 12 contains 11548 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22558 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31409 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28385 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 5709 members 
Mstep: Class 25 contains 54286 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 274048 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227016.000000 Penalty: 95255.710938
Iteration 236Q: 29 clusters Score -1.22227e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65569 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94924 members 
Mstep: Class 9 contains 46156 members 
Mstep: Class 10 contains 99123 members 
Mstep: Class 11 contains 37215 members 
Mstep: Class 12 contains 11548 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22560 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31409 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28384 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 5709 members 
Mstep: Class 25 contains 54286 members 
Mstep: Class 26 contains 7712 members 
Mstep: Class 27 contains 274054 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227008.000000 Penalty: 95255.710938
Iteration 237Q: 29 clusters Score -1.22227e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65559 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94918 members 
Mstep: Class 9 contains 46159 members 
Mstep: Class 10 contains 99120 members 
Mstep: Class 11 contains 37220 members 
Mstep: Class 12 contains 11548 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22562 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31411 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28384 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 5710 members 
Mstep: Class 25 contains 54288 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274057 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227032.000000 Penalty: 95255.710938
Iteration 238Q: 29 clusters Score -1.22227e+08 nChanged 35
Entering ConstructFrom: 
Score: -122227032.000000 Penalty: 95255.710938
Entering ConstructFrom: 
Trying to split cluster 1 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -66228.703125 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -66228.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -64766.851562 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -64766.85 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -65075.164062 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -65075.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -65274.148438 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -65274.15 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -65665.500000 Penalty: 3106.645508
	Iteration 3F: 3 clusters Score -65665.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66202.859375 Penalty: 3106.645508
	Iteration 4F: 3 clusters Score -66202.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -66473.789062 Penalty: 3106.645508
	Iteration 5F: 3 clusters Score -66473.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -66545.804688 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -66545.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -66580.195312 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -66580.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66600.859375 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -66600.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66607.429688 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -66607.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66607.429688 Penalty: 3106.645508
	Iteration 10F: 3 clusters Score -66607.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 65551 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94918 members 
Mstep: Class 9 contains 46163 members 
Mstep: Class 10 contains 99121 members 
Mstep: Class 11 contains 37224 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44148 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28383 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 5711 members 
Mstep: Class 25 contains 54292 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274058 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 152 members 
Entering Unmasked Estep 
Score: -122225472.000000 Penalty: 98657.695312
Splitting cluster 1 changes total score from -122227032.000000 to -122225472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (65551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Entering Unmasked Estep 
Score: -8681542.000000 Penalty: 2750.464844
	Iteration 0F: 2 clusters Score -8681542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -8637522.000000 Penalty: 5500.929688
	Iteration 0F: 3 clusters Score -8637522 nChanged 30604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -8654950.000000 Penalty: 5500.929688
	Iteration 1F: 3 clusters Score -8654950 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -8655869.000000 Penalty: 5500.929688
	Iteration 2Q: 3 clusters Score -8655869 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -8656965.000000 Penalty: 5500.929688
	Iteration 3Q: 3 clusters Score -8656965 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 34444 members 
Entering Unmasked Estep 
Score: -8658431.000000 Penalty: 5500.929688
	Iteration 4Q: 3 clusters Score -8658431 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -8660192.000000 Penalty: 5500.929688
	Iteration 5F: 3 clusters Score -8660192 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29544 members 
Mstep: Class 2 contains 36007 members 
Entering Unmasked Estep 
Score: -8661981.000000 Penalty: 5500.929688
	Iteration 6F: 3 clusters Score -8661981 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28585 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -8663848.000000 Penalty: 5500.929688
	Iteration 7F: 3 clusters Score -8663848 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -8665723.000000 Penalty: 5500.929688
	Iteration 8F: 3 clusters Score -8665723 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -8667425.000000 Penalty: 5500.929688
	Iteration 9Q: 3 clusters Score -8667425 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -8668897.000000 Penalty: 5500.929688
	Iteration 10Q: 3 clusters Score -8668897 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -8670037.000000 Penalty: 5500.929688
	Iteration 11Q: 3 clusters Score -8670037 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -8670829.000000 Penalty: 5500.929688
	Iteration 12Q: 3 clusters Score -8670829 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -8671356.000000 Penalty: 5500.929688
	Iteration 13Q: 3 clusters Score -8671356 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -8671711.000000 Penalty: 5500.929688
	Iteration 14Q: 3 clusters Score -8671711 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -8672061.000000 Penalty: 5500.929688
	Iteration 15Q: 3 clusters Score -8672061 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -8672247.000000 Penalty: 5500.929688
	Iteration 16Q: 3 clusters Score -8672247 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -8672501.000000 Penalty: 5500.929688
	Iteration 17Q: 3 clusters Score -8672501 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -8672767.000000 Penalty: 5500.929688
	Iteration 18Q: 3 clusters Score -8672767 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 46350 members 
Entering Unmasked Estep 
Score: -8673033.000000 Penalty: 5500.929688
	Iteration 19Q: 3 clusters Score -8673033 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 47129 members 
Entering Unmasked Estep 
Score: -8673250.000000 Penalty: 5500.929688
	Iteration 20F: 3 clusters Score -8673250 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -8673467.000000 Penalty: 5500.929688
	Iteration 21Q: 3 clusters Score -8673467 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -8673770.000000 Penalty: 5500.929688
	Iteration 22Q: 3 clusters Score -8673770 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -8674041.000000 Penalty: 5500.929688
	Iteration 23Q: 3 clusters Score -8674041 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -8674319.000000 Penalty: 5500.929688
	Iteration 24Q: 3 clusters Score -8674319 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -8674578.000000 Penalty: 5500.929688
	Iteration 25Q: 3 clusters Score -8674578 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -8674842.000000 Penalty: 5500.929688
	Iteration 26Q: 3 clusters Score -8674842 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -8675123.000000 Penalty: 5500.929688
	Iteration 27Q: 3 clusters Score -8675123 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -8675450.000000 Penalty: 5500.929688
	Iteration 28Q: 3 clusters Score -8675450 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -8675721.000000 Penalty: 5500.929688
	Iteration 29Q: 3 clusters Score -8675721 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 55032 members 
Entering Unmasked Estep 
Score: -8675946.000000 Penalty: 5500.929688
	Iteration 30Q: 3 clusters Score -8675946 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -8676182.000000 Penalty: 5500.929688
	Iteration 31Q: 3 clusters Score -8676182 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -8676412.000000 Penalty: 5500.929688
	Iteration 32Q: 3 clusters Score -8676412 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -8676636.000000 Penalty: 5500.929688
	Iteration 33Q: 3 clusters Score -8676636 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 57682 members 
Entering Unmasked Estep 
Score: -8676843.000000 Penalty: 5500.929688
	Iteration 34Q: 3 clusters Score -8676843 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 58318 members 
Entering Unmasked Estep 
Score: -8677095.000000 Penalty: 5500.929688
	Iteration 35Q: 3 clusters Score -8677095 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 58908 members 
Entering Unmasked Estep 
Score: -8677321.000000 Penalty: 5500.929688
	Iteration 36Q: 3 clusters Score -8677321 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -8677569.000000 Penalty: 5500.929688
	Iteration 37Q: 3 clusters Score -8677569 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 59976 members 
Entering Unmasked Estep 
Score: -8677764.000000 Penalty: 5500.929688
	Iteration 38Q: 3 clusters Score -8677764 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 60437 members 
Entering Unmasked Estep 
Score: -8677937.000000 Penalty: 5500.929688
	Iteration 39Q: 3 clusters Score -8677937 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 60833 members 
Entering Unmasked Estep 
Score: -8678058.000000 Penalty: 5500.929688
	Iteration 40F: 3 clusters Score -8678058 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -8678210.000000 Penalty: 5500.929688
	Iteration 41Q: 3 clusters Score -8678210 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -8678279.000000 Penalty: 5500.929688
	Iteration 42Q: 3 clusters Score -8678279 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 61855 members 
Entering Unmasked Estep 
Score: -8678394.000000 Penalty: 5500.929688
	Iteration 43Q: 3 clusters Score -8678394 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 62155 members 
Entering Unmasked Estep 
Score: -8678505.000000 Penalty: 5500.929688
	Iteration 44Q: 3 clusters Score -8678505 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 62418 members 
Entering Unmasked Estep 
Score: -8678592.000000 Penalty: 5500.929688
	Iteration 45Q: 3 clusters Score -8678592 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 62643 members 
Entering Unmasked Estep 
Score: -8678681.000000 Penalty: 5500.929688
	Iteration 46Q: 3 clusters Score -8678681 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 62824 members 
Entering Unmasked Estep 
Score: -8678762.000000 Penalty: 5500.929688
	Iteration 47Q: 3 clusters Score -8678762 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 62995 members 
Entering Unmasked Estep 
Score: -8678827.000000 Penalty: 5500.929688
	Iteration 48Q: 3 clusters Score -8678827 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 63160 members 
Entering Unmasked Estep 
Score: -8678897.000000 Penalty: 5500.929688
	Iteration 49Q: 3 clusters Score -8678897 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -8678920.000000 Penalty: 5500.929688
	Iteration 50Q: 3 clusters Score -8678920 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 63432 members 
Entering Unmasked Estep 
Score: -8678932.000000 Penalty: 5500.929688
	Iteration 51Q: 3 clusters Score -8678932 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -8678954.000000 Penalty: 5500.929688
	Iteration 52Q: 3 clusters Score -8678954 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -8679001.000000 Penalty: 5500.929688
	Iteration 53Q: 3 clusters Score -8679001 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 63729 members 
Entering Unmasked Estep 
Score: -8679033.000000 Penalty: 5500.929688
	Iteration 54Q: 3 clusters Score -8679033 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 63814 members 
Entering Unmasked Estep 
Score: -8679051.000000 Penalty: 5500.929688
	Iteration 55Q: 3 clusters Score -8679051 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 63896 members 
Entering Unmasked Estep 
Score: -8679068.000000 Penalty: 5500.929688
	Iteration 56Q: 3 clusters Score -8679068 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -8679118.000000 Penalty: 5500.929688
	Iteration 57Q: 3 clusters Score -8679118 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 64025 members 
Entering Unmasked Estep 
Score: -8679121.000000 Penalty: 5500.929688
	Iteration 58Q: 3 clusters Score -8679121 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 64067 members 
Entering Unmasked Estep 
Score: -8679150.000000 Penalty: 5500.929688
	Iteration 59Q: 3 clusters Score -8679150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 64106 members 
Entering Unmasked Estep 
Score: -8679163.000000 Penalty: 5500.929688
	Iteration 60F: 3 clusters Score -8679163 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 64133 members 
Entering Unmasked Estep 
Score: -8679166.000000 Penalty: 5500.929688
	Iteration 61Q: 3 clusters Score -8679166 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 64162 members 
Entering Unmasked Estep 
Score: -8679192.000000 Penalty: 5500.929688
	Iteration 62Q: 3 clusters Score -8679192 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 64185 members 
Entering Unmasked Estep 
Score: -8679188.000000 Penalty: 5500.929688
	Iteration 63Q: 3 clusters Score -8679188 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 64208 members 
Entering Unmasked Estep 
Score: -8679209.000000 Penalty: 5500.929688
	Iteration 64Q: 3 clusters Score -8679209 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 64229 members 
Entering Unmasked Estep 
Score: -8679197.000000 Penalty: 5500.929688
	Iteration 65Q: 3 clusters Score -8679197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 64242 members 
Entering Unmasked Estep 
Score: -8679212.000000 Penalty: 5500.929688
	Iteration 66Q: 3 clusters Score -8679212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 64248 members 
Entering Unmasked Estep 
Score: -8679216.000000 Penalty: 5500.929688
	Iteration 67Q: 3 clusters Score -8679216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 64255 members 
Entering Unmasked Estep 
Score: -8679220.000000 Penalty: 5500.929688
	Iteration 68Q: 3 clusters Score -8679220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -8679226.000000 Penalty: 5500.929688
	Iteration 69Q: 3 clusters Score -8679226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 64282 members 
Entering Unmasked Estep 
Score: -8679240.000000 Penalty: 5500.929688
	Iteration 70Q: 3 clusters Score -8679240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 64289 members 
Entering Unmasked Estep 
Score: -8679229.000000 Penalty: 5500.929688
	Iteration 71Q: 3 clusters Score -8679229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 64298 members 
Entering Unmasked Estep 
Score: -8679226.000000 Penalty: 5500.929688
	Iteration 72Q: 3 clusters Score -8679226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 64304 members 
Entering Unmasked Estep 
Score: -8679238.000000 Penalty: 5500.929688
	Iteration 73Q: 3 clusters Score -8679238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -8679236.000000 Penalty: 5500.929688
	Iteration 74Q: 3 clusters Score -8679236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 64315 members 
Entering Unmasked Estep 
Score: -8679233.000000 Penalty: 5500.929688
	Iteration 75Q: 3 clusters Score -8679233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -8679237.000000 Penalty: 5500.929688
	Iteration 76Q: 3 clusters Score -8679237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -8679243.000000 Penalty: 5500.929688
	Iteration 77Q: 3 clusters Score -8679243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 64322 members 
Entering Unmasked Estep 
Score: -8679242.000000 Penalty: 5500.929688
	Iteration 78Q: 3 clusters Score -8679242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -8679236.000000 Penalty: 5500.929688
	Iteration 79Q: 3 clusters Score -8679236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 64321 members 
Entering Unmasked Estep 
Score: -8679236.000000 Penalty: 5500.929688
	Iteration 80F: 3 clusters Score -8679236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -98503.421875 Penalty: 1643.754272
	Iteration 0F: 2 clusters Score -98503.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96854.617188 Penalty: 3287.508545
	Iteration 0F: 3 clusters Score -96854.62 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97206.242188 Penalty: 3287.508545
	Iteration 1F: 3 clusters Score -97206.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97476.328125 Penalty: 3287.508545
	Iteration 2F: 3 clusters Score -97476.33 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -97716.750000 Penalty: 3287.508545
	Iteration 3F: 3 clusters Score -97716.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -97797.117188 Penalty: 3287.508545
	Iteration 4F: 3 clusters Score -97797.12 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -97869.820312 Penalty: 3287.508545
	Iteration 5Q: 3 clusters Score -97869.82 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -97991.382812 Penalty: 3287.508545
	Iteration 6F: 3 clusters Score -97991.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -98087.054688 Penalty: 3287.508545
	Iteration 7Q: 3 clusters Score -98087.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -98192.406250 Penalty: 3287.508545
	Iteration 8Q: 3 clusters Score -98192.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -98285.210938 Penalty: 3287.508545
	Iteration 9Q: 3 clusters Score -98285.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -98309.789062 Penalty: 3287.508545
	Iteration 10Q: 3 clusters Score -98309.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -98357.093750 Penalty: 3287.508545
	Iteration 11Q: 3 clusters Score -98357.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -98381.070312 Penalty: 3287.508545
	Iteration 12Q: 3 clusters Score -98381.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -98394.476562 Penalty: 3287.508545
	Iteration 13Q: 3 clusters Score -98394.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -98395.984375 Penalty: 3287.508545
	Iteration 14Q: 3 clusters Score -98395.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -98397.296875 Penalty: 3287.508545
	Iteration 15Q: 3 clusters Score -98397.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -98398.632812 Penalty: 3287.508545
	Iteration 16Q: 3 clusters Score -98398.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -98398.632812 Penalty: 3287.508545
	Iteration 17F: 3 clusters Score -98398.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -63031.097656 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -63031.1 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 255 members 
Entering Unmasked Estep 
Score: -61629.414062 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -61629.41 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61849.101562 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -61849.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61921.070312 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -61921.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61970.683594 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -61970.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -62024.093750 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -62024.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -62060.933594 Penalty: 3072.425049
	Iteration 5Q: 3 clusters Score -62060.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62090.679688 Penalty: 3072.425049
	Iteration 6Q: 3 clusters Score -62090.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -62125.410156 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -62125.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -62177.386719 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -62177.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -62206.792969 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -62206.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -62247.628906 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -62247.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -62286.921875 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -62286.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -62350.703125 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -62350.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -62408.765625 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -62408.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -62470.281250 Penalty: 3072.425049
	Iteration 14Q: 3 clusters Score -62470.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -62542.917969 Penalty: 3072.425049
	Iteration 15Q: 3 clusters Score -62542.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -62690.101562 Penalty: 3072.425049
	Iteration 16Q: 3 clusters Score -62690.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -62819.089844 Penalty: 3072.425049
	Iteration 17Q: 3 clusters Score -62819.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -62894.257812 Penalty: 3072.425049
	Iteration 18Q: 3 clusters Score -62894.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -62919.828125 Penalty: 3072.425049
	Iteration 19Q: 3 clusters Score -62919.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -62931.496094 Penalty: 3072.425049
	Iteration 20F: 3 clusters Score -62931.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -62797.566406 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -62797.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -61385.281250 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61385.28 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -62031.566406 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -62031.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -62369.992188 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -62369.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -62635.101562 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -62635.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -62970.242188 Penalty: 3116.930664
	Iteration 4Q: 3 clusters Score -62970.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63053.058594 Penalty: 3116.930664
	Iteration 5Q: 3 clusters Score -63053.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -63118.410156 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -63118.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63165.382812 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -63165.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63176.695312 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -63176.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63178.148438 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -63178.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63180.929688 Penalty: 3116.930664
	Iteration 10F: 3 clusters Score -63180.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63197.699219 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -63197.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -63210.308594 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -63210.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -63213.554688 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -63213.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63217.726562 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -63217.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -63217.726562 Penalty: 3116.930664
	Iteration 15F: 3 clusters Score -63217.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65551 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 196 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94918 members 
Mstep: Class 9 contains 46163 members 
Mstep: Class 10 contains 99121 members 
Mstep: Class 11 contains 37224 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44148 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28383 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 5711 members 
Mstep: Class 25 contains 54292 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274058 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 340 members 
Entering Unmasked Estep 
Score: -122225592.000000 Penalty: 98657.695312
Splitting cluster 5 changes total score from -122227032.000000 to -122225592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Entering Unmasked Estep 
Score: -173074.765625 Penalty: 1796.745605
	Iteration 0F: 2 clusters Score -173074.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -170870.015625 Penalty: 3593.491211
	Iteration 0F: 3 clusters Score -170870 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -171277.093750 Penalty: 3593.491211
	Iteration 1F: 3 clusters Score -171277.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -171460.546875 Penalty: 3593.491211
	Iteration 2F: 3 clusters Score -171460.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -171780.484375 Penalty: 3593.491211
	Iteration 3F: 3 clusters Score -171780.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -172079.765625 Penalty: 3593.491211
	Iteration 4F: 3 clusters Score -172079.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -172263.234375 Penalty: 3593.491211
	Iteration 5F: 3 clusters Score -172263.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -172382.031250 Penalty: 3593.491211
	Iteration 6F: 3 clusters Score -172382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -172462.687500 Penalty: 3593.491211
	Iteration 7Q: 3 clusters Score -172462.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -172546.828125 Penalty: 3593.491211
	Iteration 8Q: 3 clusters Score -172546.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -172608.890625 Penalty: 3593.491211
	Iteration 9Q: 3 clusters Score -172608.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -172651.187500 Penalty: 3593.491211
	Iteration 10Q: 3 clusters Score -172651.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -172706.328125 Penalty: 3593.491211
	Iteration 11Q: 3 clusters Score -172706.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -172749.703125 Penalty: 3593.491211
	Iteration 12Q: 3 clusters Score -172749.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -172787.015625 Penalty: 3593.491211
	Iteration 13Q: 3 clusters Score -172787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -172822.281250 Penalty: 3593.491211
	Iteration 14Q: 3 clusters Score -172822.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -172834.062500 Penalty: 3593.491211
	Iteration 15Q: 3 clusters Score -172834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -172836.500000 Penalty: 3593.491211
	Iteration 16Q: 3 clusters Score -172836.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -172836.500000 Penalty: 3593.491211
	Iteration 17F: 3 clusters Score -172836.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -74544.421875 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -74544.42 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 278 members 
Entering Unmasked Estep 
Score: -73056.695312 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -73056.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -73368.218750 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -73368.22 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -73670.687500 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -73670.69 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -74318.390625 Penalty: 3157.769287
	Iteration 3F: 3 clusters Score -74318.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -75120.484375 Penalty: 3157.769287
	Iteration 4F: 3 clusters Score -75120.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -75432.195312 Penalty: 3157.769287
	Iteration 5F: 3 clusters Score -75432.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -75801.507812 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -75801.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -75825.820312 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -75825.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -75848.601562 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -75848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -75848.601562 Penalty: 3157.769287
	Iteration 9F: 3 clusters Score -75848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65551 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 511 members 
Mstep: Class 8 contains 94918 members 
Mstep: Class 9 contains 46163 members 
Mstep: Class 10 contains 99121 members 
Mstep: Class 11 contains 37224 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44148 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28383 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 5711 members 
Mstep: Class 25 contains 54292 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274058 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 71 members 
Entering Unmasked Estep 
Score: -122226408.000000 Penalty: 98657.695312
Splitting cluster 7 changes total score from -122227032.000000 to -122226408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (94918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94918 members 
Entering Unmasked Estep 
Score: -13164862.000000 Penalty: 2842.270752
	Iteration 0F: 2 clusters Score -1.316486e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -13101569.000000 Penalty: 5684.541504
	Iteration 0F: 3 clusters Score -1.310157e+07 nChanged 44817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -13127060.000000 Penalty: 5684.541504
	Iteration 1F: 3 clusters Score -1.312706e+07 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -13128121.000000 Penalty: 5684.541504
	Iteration 2Q: 3 clusters Score -1.312812e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -13129677.000000 Penalty: 5684.541504
	Iteration 3Q: 3 clusters Score -1.312968e+07 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -13131724.000000 Penalty: 5684.541504
	Iteration 4Q: 3 clusters Score -1.313172e+07 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61000 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -13134729.000000 Penalty: 5684.541504
	Iteration 5F: 3 clusters Score -1.313473e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66268 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -13138985.000000 Penalty: 5684.541504
	Iteration 6F: 3 clusters Score -1.313898e+07 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72067 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -13143947.000000 Penalty: 5684.541504
	Iteration 7F: 3 clusters Score -1.314395e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77666 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -13149184.000000 Penalty: 5684.541504
	Iteration 8F: 3 clusters Score -1.314918e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82240 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -13153546.000000 Penalty: 5684.541504
	Iteration 9F: 3 clusters Score -1.315355e+07 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85455 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -13156797.000000 Penalty: 5684.541504
	Iteration 10Q: 3 clusters Score -1.31568e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87537 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -13158767.000000 Penalty: 5684.541504
	Iteration 11Q: 3 clusters Score -1.315877e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88888 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -13160025.000000 Penalty: 5684.541504
	Iteration 12Q: 3 clusters Score -1.316002e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89807 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -13160932.000000 Penalty: 5684.541504
	Iteration 13Q: 3 clusters Score -1.316093e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90449 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -13161402.000000 Penalty: 5684.541504
	Iteration 14Q: 3 clusters Score -1.31614e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90949 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -13161766.000000 Penalty: 5684.541504
	Iteration 15Q: 3 clusters Score -1.316177e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91320 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -13161942.000000 Penalty: 5684.541504
	Iteration 16Q: 3 clusters Score -1.316194e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91653 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -13162150.000000 Penalty: 5684.541504
	Iteration 17Q: 3 clusters Score -1.316215e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91925 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -13162251.000000 Penalty: 5684.541504
	Iteration 18Q: 3 clusters Score -1.316225e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92135 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -13162312.000000 Penalty: 5684.541504
	Iteration 19Q: 3 clusters Score -1.316231e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92307 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -13162335.000000 Penalty: 5684.541504
	Iteration 20F: 3 clusters Score -1.316234e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92421 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -13162386.000000 Penalty: 5684.541504
	Iteration 21Q: 3 clusters Score -1.316239e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92530 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -13162389.000000 Penalty: 5684.541504
	Iteration 22Q: 3 clusters Score -1.316239e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92634 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -13162433.000000 Penalty: 5684.541504
	Iteration 23Q: 3 clusters Score -1.316243e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92721 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -13162486.000000 Penalty: 5684.541504
	Iteration 24Q: 3 clusters Score -1.316249e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92787 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -13162515.000000 Penalty: 5684.541504
	Iteration 25Q: 3 clusters Score -1.316252e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92835 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -13162507.000000 Penalty: 5684.541504
	Iteration 26Q: 3 clusters Score -1.316251e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -13162546.000000 Penalty: 5684.541504
	Iteration 27Q: 3 clusters Score -1.316255e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -13162548.000000 Penalty: 5684.541504
	Iteration 28Q: 3 clusters Score -1.316255e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92943 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -13162537.000000 Penalty: 5684.541504
	Iteration 29Q: 3 clusters Score -1.316254e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92980 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -13162556.000000 Penalty: 5684.541504
	Iteration 30Q: 3 clusters Score -1.316256e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93010 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -13162574.000000 Penalty: 5684.541504
	Iteration 31Q: 3 clusters Score -1.316257e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93042 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -13162566.000000 Penalty: 5684.541504
	Iteration 32Q: 3 clusters Score -1.316257e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93063 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -13162580.000000 Penalty: 5684.541504
	Iteration 33Q: 3 clusters Score -1.316258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93081 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -13162595.000000 Penalty: 5684.541504
	Iteration 34Q: 3 clusters Score -1.31626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93107 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -13162591.000000 Penalty: 5684.541504
	Iteration 35Q: 3 clusters Score -1.316259e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93131 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -13162604.000000 Penalty: 5684.541504
	Iteration 36Q: 3 clusters Score -1.31626e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93161 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -13162612.000000 Penalty: 5684.541504
	Iteration 37Q: 3 clusters Score -1.316261e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93182 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -13162613.000000 Penalty: 5684.541504
	Iteration 38Q: 3 clusters Score -1.316261e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -13162619.000000 Penalty: 5684.541504
	Iteration 39Q: 3 clusters Score -1.316262e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93216 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -13162620.000000 Penalty: 5684.541504
	Iteration 40F: 3 clusters Score -1.316262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93224 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -13162631.000000 Penalty: 5684.541504
	Iteration 41Q: 3 clusters Score -1.316263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93230 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -13162629.000000 Penalty: 5684.541504
	Iteration 42Q: 3 clusters Score -1.316263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93237 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -13162642.000000 Penalty: 5684.541504
	Iteration 43Q: 3 clusters Score -1.316264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93240 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -13162640.000000 Penalty: 5684.541504
	Iteration 44Q: 3 clusters Score -1.316264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93247 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -13162643.000000 Penalty: 5684.541504
	Iteration 45Q: 3 clusters Score -1.316264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93253 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -13162631.000000 Penalty: 5684.541504
	Iteration 46Q: 3 clusters Score -1.316263e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93255 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -13162634.000000 Penalty: 5684.541504
	Iteration 47Q: 3 clusters Score -1.316263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93258 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -13162634.000000 Penalty: 5684.541504
	Iteration 48Q: 3 clusters Score -1.316263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93262 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -13162628.000000 Penalty: 5684.541504
	Iteration 49Q: 3 clusters Score -1.316263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93263 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -13162633.000000 Penalty: 5684.541504
	Iteration 50Q: 3 clusters Score -1.316263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93264 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -13162628.000000 Penalty: 5684.541504
	Iteration 51Q: 3 clusters Score -1.316263e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93265 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -13162627.000000 Penalty: 5684.541504
	Iteration 52Q: 3 clusters Score -1.316263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93269 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -13162629.000000 Penalty: 5684.541504
	Iteration 53Q: 3 clusters Score -1.316263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93276 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -13162626.000000 Penalty: 5684.541504
	Iteration 54Q: 3 clusters Score -1.316263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93281 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -13162615.000000 Penalty: 5684.541504
	Iteration 55Q: 3 clusters Score -1.316262e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93286 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -13162628.000000 Penalty: 5684.541504
	Iteration 56Q: 3 clusters Score -1.316263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93290 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -13162629.000000 Penalty: 5684.541504
	Iteration 57Q: 3 clusters Score -1.316263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -13162636.000000 Penalty: 5684.541504
	Iteration 58Q: 3 clusters Score -1.316264e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93296 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -13162638.000000 Penalty: 5684.541504
	Iteration 59Q: 3 clusters Score -1.316264e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93300 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -13162631.000000 Penalty: 5684.541504
	Iteration 60F: 3 clusters Score -1.316263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93304 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -13162631.000000 Penalty: 5684.541504
	Iteration 61Q: 3 clusters Score -1.316263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -13162623.000000 Penalty: 5684.541504
	Iteration 62Q: 3 clusters Score -1.316262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93307 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -13162620.000000 Penalty: 5684.541504
	Iteration 63Q: 3 clusters Score -1.316262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93309 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -13162618.000000 Penalty: 5684.541504
	Iteration 64Q: 3 clusters Score -1.316262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93310 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -13162623.000000 Penalty: 5684.541504
	Iteration 65Q: 3 clusters Score -1.316262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93313 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -13162623.000000 Penalty: 5684.541504
	Iteration 66Q: 3 clusters Score -1.316262e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -13162620.000000 Penalty: 5684.541504
	Iteration 67Q: 3 clusters Score -1.316262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93317 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -13162626.000000 Penalty: 5684.541504
	Iteration 68Q: 3 clusters Score -1.316263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93320 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -13162639.000000 Penalty: 5684.541504
	Iteration 69Q: 3 clusters Score -1.316264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93326 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -13162633.000000 Penalty: 5684.541504
	Iteration 70Q: 3 clusters Score -1.316263e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93336 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -13162646.000000 Penalty: 5684.541504
	Iteration 71Q: 3 clusters Score -1.316265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93346 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -13162643.000000 Penalty: 5684.541504
	Iteration 72Q: 3 clusters Score -1.316264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93354 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -13162640.000000 Penalty: 5684.541504
	Iteration 73Q: 3 clusters Score -1.316264e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93359 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -13162642.000000 Penalty: 5684.541504
	Iteration 74Q: 3 clusters Score -1.316264e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93369 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -13162656.000000 Penalty: 5684.541504
	Iteration 75Q: 3 clusters Score -1.316266e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93375 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -13162659.000000 Penalty: 5684.541504
	Iteration 76Q: 3 clusters Score -1.316266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93384 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -13162661.000000 Penalty: 5684.541504
	Iteration 77Q: 3 clusters Score -1.316266e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -13162642.000000 Penalty: 5684.541504
	Iteration 78Q: 3 clusters Score -1.316264e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93401 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -13162654.000000 Penalty: 5684.541504
	Iteration 79Q: 3 clusters Score -1.316265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93413 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -13162654.000000 Penalty: 5684.541504
	Iteration 80F: 3 clusters Score -1.316265e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -13162670.000000 Penalty: 5684.541504
	Iteration 81Q: 3 clusters Score -1.316267e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -13162672.000000 Penalty: 5684.541504
	Iteration 82Q: 3 clusters Score -1.316267e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93440 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -13162674.000000 Penalty: 5684.541504
	Iteration 83Q: 3 clusters Score -1.316267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -13162685.000000 Penalty: 5684.541504
	Iteration 84Q: 3 clusters Score -1.316268e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93450 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -13162676.000000 Penalty: 5684.541504
	Iteration 85Q: 3 clusters Score -1.316268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93453 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -13162680.000000 Penalty: 5684.541504
	Iteration 86Q: 3 clusters Score -1.316268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13162684.000000 Penalty: 5684.541504
	Iteration 87Q: 3 clusters Score -1.316268e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93455 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -13162684.000000 Penalty: 5684.541504
	Iteration 88F: 3 clusters Score -1.316268e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Entering Unmasked Estep 
Score: -6394795.500000 Penalty: 2663.503662
	Iteration 0F: 2 clusters Score -6394796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -6363601.500000 Penalty: 5327.007324
	Iteration 0F: 3 clusters Score -6363602 nChanged 21195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -6375238.000000 Penalty: 5327.007324
	Iteration 1F: 3 clusters Score -6375238 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -6375870.500000 Penalty: 5327.007324
	Iteration 2Q: 3 clusters Score -6375870 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -6376510.000000 Penalty: 5327.007324
	Iteration 3Q: 3 clusters Score -6376510 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -6377386.000000 Penalty: 5327.007324
	Iteration 4Q: 3 clusters Score -6377386 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -6378585.000000 Penalty: 5327.007324
	Iteration 5F: 3 clusters Score -6378585 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -6380131.500000 Penalty: 5327.007324
	Iteration 6F: 3 clusters Score -6380132 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -6381854.000000 Penalty: 5327.007324
	Iteration 7F: 3 clusters Score -6381854 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -6383490.500000 Penalty: 5327.007324
	Iteration 8F: 3 clusters Score -6383490 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 35030 members 
Entering Unmasked Estep 
Score: -6385059.500000 Penalty: 5327.007324
	Iteration 9F: 3 clusters Score -6385060 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -6386369.500000 Penalty: 5327.007324
	Iteration 10Q: 3 clusters Score -6386370 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -6387560.500000 Penalty: 5327.007324
	Iteration 11Q: 3 clusters Score -6387560 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -6388665.500000 Penalty: 5327.007324
	Iteration 12Q: 3 clusters Score -6388666 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -6389621.000000 Penalty: 5327.007324
	Iteration 13Q: 3 clusters Score -6389621 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -6390427.000000 Penalty: 5327.007324
	Iteration 14Q: 3 clusters Score -6390427 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -6391060.500000 Penalty: 5327.007324
	Iteration 15Q: 3 clusters Score -6391060 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -6391530.000000 Penalty: 5327.007324
	Iteration 16Q: 3 clusters Score -6391530 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -6391784.000000 Penalty: 5327.007324
	Iteration 17Q: 3 clusters Score -6391784 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -6391982.500000 Penalty: 5327.007324
	Iteration 18Q: 3 clusters Score -6391982 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -6392134.000000 Penalty: 5327.007324
	Iteration 19Q: 3 clusters Score -6392134 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -6392241.000000 Penalty: 5327.007324
	Iteration 20F: 3 clusters Score -6392241 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -6392301.000000 Penalty: 5327.007324
	Iteration 21Q: 3 clusters Score -6392301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -6392345.500000 Penalty: 5327.007324
	Iteration 22Q: 3 clusters Score -6392346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -6392383.500000 Penalty: 5327.007324
	Iteration 23Q: 3 clusters Score -6392384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -6392399.500000 Penalty: 5327.007324
	Iteration 24Q: 3 clusters Score -6392400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -6392403.000000 Penalty: 5327.007324
	Iteration 25Q: 3 clusters Score -6392403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -6392418.000000 Penalty: 5327.007324
	Iteration 26Q: 3 clusters Score -6392418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -6392419.500000 Penalty: 5327.007324
	Iteration 27Q: 3 clusters Score -6392420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -6392426.500000 Penalty: 5327.007324
	Iteration 28Q: 3 clusters Score -6392426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -6392424.500000 Penalty: 5327.007324
	Iteration 29Q: 3 clusters Score -6392424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -6392425.500000 Penalty: 5327.007324
	Iteration 30Q: 3 clusters Score -6392426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -6392423.000000 Penalty: 5327.007324
	Iteration 31Q: 3 clusters Score -6392423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -6392436.500000 Penalty: 5327.007324
	Iteration 32Q: 3 clusters Score -6392436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -6392431.500000 Penalty: 5327.007324
	Iteration 33Q: 3 clusters Score -6392432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -6392427.500000 Penalty: 5327.007324
	Iteration 34Q: 3 clusters Score -6392428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -6392428.000000 Penalty: 5327.007324
	Iteration 35Q: 3 clusters Score -6392428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -6392426.500000 Penalty: 5327.007324
	Iteration 36Q: 3 clusters Score -6392426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -6392426.500000 Penalty: 5327.007324
	Iteration 37F: 3 clusters Score -6392426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99121 members 
Entering Unmasked Estep 
Score: -13613468.000000 Penalty: 2853.016113
	Iteration 0F: 2 clusters Score -1.361347e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49324 members 
Mstep: Class 2 contains 49797 members 
Entering Unmasked Estep 
Score: -13547039.000000 Penalty: 5706.032227
	Iteration 0F: 3 clusters Score -1.354704e+07 nChanged 46952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -13574105.000000 Penalty: 5706.032227
	Iteration 1F: 3 clusters Score -1.35741e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 53457 members 
Entering Unmasked Estep 
Score: -13575497.000000 Penalty: 5706.032227
	Iteration 2Q: 3 clusters Score -1.35755e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 55080 members 
Entering Unmasked Estep 
Score: -13577029.000000 Penalty: 5706.032227
	Iteration 3Q: 3 clusters Score -1.357703e+07 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -13579366.000000 Penalty: 5706.032227
	Iteration 4Q: 3 clusters Score -1.357937e+07 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 59869 members 
Entering Unmasked Estep 
Score: -13582330.000000 Penalty: 5706.032227
	Iteration 5F: 3 clusters Score -1.358233e+07 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 63138 members 
Entering Unmasked Estep 
Score: -13585674.000000 Penalty: 5706.032227
	Iteration 6F: 3 clusters Score -1.358567e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 67169 members 
Entering Unmasked Estep 
Score: -13589451.000000 Penalty: 5706.032227
	Iteration 7F: 3 clusters Score -1.358945e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 71754 members 
Entering Unmasked Estep 
Score: -13593243.000000 Penalty: 5706.032227
	Iteration 8F: 3 clusters Score -1.359324e+07 nChanged 5407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 76789 members 
Entering Unmasked Estep 
Score: -13597027.000000 Penalty: 5706.032227
	Iteration 9F: 3 clusters Score -1.359703e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 81901 members 
Entering Unmasked Estep 
Score: -13600818.000000 Penalty: 5706.032227
	Iteration 10F: 3 clusters Score -1.360082e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 86535 members 
Entering Unmasked Estep 
Score: -13604121.000000 Penalty: 5706.032227
	Iteration 11Q: 3 clusters Score -1.360412e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 90278 members 
Entering Unmasked Estep 
Score: -13606678.000000 Penalty: 5706.032227
	Iteration 12Q: 3 clusters Score -1.360668e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 92935 members 
Entering Unmasked Estep 
Score: -13608453.000000 Penalty: 5706.032227
	Iteration 13Q: 3 clusters Score -1.360845e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -13609486.000000 Penalty: 5706.032227
	Iteration 14Q: 3 clusters Score -1.360949e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 95792 members 
Entering Unmasked Estep 
Score: -13610219.000000 Penalty: 5706.032227
	Iteration 15Q: 3 clusters Score -1.361022e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 96498 members 
Entering Unmasked Estep 
Score: -13610644.000000 Penalty: 5706.032227
	Iteration 16Q: 3 clusters Score -1.361064e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 96972 members 
Entering Unmasked Estep 
Score: -13610953.000000 Penalty: 5706.032227
	Iteration 17Q: 3 clusters Score -1.361095e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 97278 members 
Entering Unmasked Estep 
Score: -13611168.000000 Penalty: 5706.032227
	Iteration 18Q: 3 clusters Score -1.361117e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 97475 members 
Entering Unmasked Estep 
Score: -13611295.000000 Penalty: 5706.032227
	Iteration 19Q: 3 clusters Score -1.36113e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 97594 members 
Entering Unmasked Estep 
Score: -13611351.000000 Penalty: 5706.032227
	Iteration 20F: 3 clusters Score -1.361135e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 97674 members 
Entering Unmasked Estep 
Score: -13611394.000000 Penalty: 5706.032227
	Iteration 21Q: 3 clusters Score -1.361139e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 97734 members 
Entering Unmasked Estep 
Score: -13611424.000000 Penalty: 5706.032227
	Iteration 22Q: 3 clusters Score -1.361142e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 97783 members 
Entering Unmasked Estep 
Score: -13611456.000000 Penalty: 5706.032227
	Iteration 23Q: 3 clusters Score -1.361146e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 97815 members 
Entering Unmasked Estep 
Score: -13611471.000000 Penalty: 5706.032227
	Iteration 24Q: 3 clusters Score -1.361147e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 97833 members 
Entering Unmasked Estep 
Score: -13611480.000000 Penalty: 5706.032227
	Iteration 25Q: 3 clusters Score -1.361148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 97842 members 
Entering Unmasked Estep 
Score: -13611490.000000 Penalty: 5706.032227
	Iteration 26Q: 3 clusters Score -1.361149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 97855 members 
Entering Unmasked Estep 
Score: -13611497.000000 Penalty: 5706.032227
	Iteration 27Q: 3 clusters Score -1.36115e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 97863 members 
Entering Unmasked Estep 
Score: -13611497.000000 Penalty: 5706.032227
	Iteration 28Q: 3 clusters Score -1.36115e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 97872 members 
Entering Unmasked Estep 
Score: -13611498.000000 Penalty: 5706.032227
	Iteration 29Q: 3 clusters Score -1.36115e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 97877 members 
Entering Unmasked Estep 
Score: -13611517.000000 Penalty: 5706.032227
	Iteration 30Q: 3 clusters Score -1.361152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 97884 members 
Entering Unmasked Estep 
Score: -13611519.000000 Penalty: 5706.032227
	Iteration 31Q: 3 clusters Score -1.361152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 97889 members 
Entering Unmasked Estep 
Score: -13611519.000000 Penalty: 5706.032227
	Iteration 32Q: 3 clusters Score -1.361152e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 97891 members 
Entering Unmasked Estep 
Score: -13611518.000000 Penalty: 5706.032227
	Iteration 33Q: 3 clusters Score -1.361152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 97891 members 
Entering Unmasked Estep 
Score: -13611519.000000 Penalty: 5706.032227
	Iteration 34Q: 3 clusters Score -1.361152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 97892 members 
Entering Unmasked Estep 
Score: -13611523.000000 Penalty: 5706.032227
	Iteration 35Q: 3 clusters Score -1.361152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 97893 members 
Entering Unmasked Estep 
Score: -13611522.000000 Penalty: 5706.032227
	Iteration 36Q: 3 clusters Score -1.361152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 97892 members 
Entering Unmasked Estep 
Score: -13611527.000000 Penalty: 5706.032227
	Iteration 37Q: 3 clusters Score -1.361153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 97892 members 
Entering Unmasked Estep 
Score: -13611527.000000 Penalty: 5706.032227
	Iteration 38F: 3 clusters Score -1.361153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Entering Unmasked Estep 
Score: -5183206.000000 Penalty: 2610.127686
	Iteration 0F: 2 clusters Score -5183206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -5157930.500000 Penalty: 5220.255371
	Iteration 0F: 3 clusters Score -5157930 nChanged 16980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -5167436.500000 Penalty: 5220.255371
	Iteration 1F: 3 clusters Score -5167436 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -5168025.000000 Penalty: 5220.255371
	Iteration 2Q: 3 clusters Score -5168025 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -5168679.500000 Penalty: 5220.255371
	Iteration 3Q: 3 clusters Score -5168680 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -5169337.000000 Penalty: 5220.255371
	Iteration 4Q: 3 clusters Score -5169337 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -5170100.500000 Penalty: 5220.255371
	Iteration 5Q: 3 clusters Score -5170100 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -5171109.000000 Penalty: 5220.255371
	Iteration 6Q: 3 clusters Score -5171109 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -5172288.500000 Penalty: 5220.255371
	Iteration 7F: 3 clusters Score -5172288 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -5173653.000000 Penalty: 5220.255371
	Iteration 8F: 3 clusters Score -5173653 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -5175028.000000 Penalty: 5220.255371
	Iteration 9F: 3 clusters Score -5175028 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -5176254.000000 Penalty: 5220.255371
	Iteration 10Q: 3 clusters Score -5176254 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -5177081.000000 Penalty: 5220.255371
	Iteration 11Q: 3 clusters Score -5177081 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -5177736.000000 Penalty: 5220.255371
	Iteration 12Q: 3 clusters Score -5177736 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -5178299.500000 Penalty: 5220.255371
	Iteration 13Q: 3 clusters Score -5178300 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -5178787.000000 Penalty: 5220.255371
	Iteration 14Q: 3 clusters Score -5178787 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -5179159.000000 Penalty: 5220.255371
	Iteration 15Q: 3 clusters Score -5179159 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5179463.500000 Penalty: 5220.255371
	Iteration 16Q: 3 clusters Score -5179464 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5179763.000000 Penalty: 5220.255371
	Iteration 17Q: 3 clusters Score -5179763 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -5179966.000000 Penalty: 5220.255371
	Iteration 18Q: 3 clusters Score -5179966 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5180164.500000 Penalty: 5220.255371
	Iteration 19Q: 3 clusters Score -5180164 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5180327.000000 Penalty: 5220.255371
	Iteration 20F: 3 clusters Score -5180327 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5180466.000000 Penalty: 5220.255371
	Iteration 21Q: 3 clusters Score -5180466 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5180584.500000 Penalty: 5220.255371
	Iteration 22Q: 3 clusters Score -5180584 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5180702.500000 Penalty: 5220.255371
	Iteration 23Q: 3 clusters Score -5180702 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5180777.000000 Penalty: 5220.255371
	Iteration 24Q: 3 clusters Score -5180777 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5180837.500000 Penalty: 5220.255371
	Iteration 25Q: 3 clusters Score -5180838 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -5180902.000000 Penalty: 5220.255371
	Iteration 26Q: 3 clusters Score -5180902 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5180968.500000 Penalty: 5220.255371
	Iteration 27Q: 3 clusters Score -5180968 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5180993.500000 Penalty: 5220.255371
	Iteration 28Q: 3 clusters Score -5180994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5181010.000000 Penalty: 5220.255371
	Iteration 29Q: 3 clusters Score -5181010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5181039.500000 Penalty: 5220.255371
	Iteration 30Q: 3 clusters Score -5181040 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5181063.500000 Penalty: 5220.255371
	Iteration 31Q: 3 clusters Score -5181064 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5181078.000000 Penalty: 5220.255371
	Iteration 32Q: 3 clusters Score -5181078 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5181094.000000 Penalty: 5220.255371
	Iteration 33Q: 3 clusters Score -5181094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5181108.000000 Penalty: 5220.255371
	Iteration 34Q: 3 clusters Score -5181108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5181126.500000 Penalty: 5220.255371
	Iteration 35Q: 3 clusters Score -5181126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5181137.000000 Penalty: 5220.255371
	Iteration 36Q: 3 clusters Score -5181137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5181148.000000 Penalty: 5220.255371
	Iteration 37Q: 3 clusters Score -5181148 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5181175.500000 Penalty: 5220.255371
	Iteration 38Q: 3 clusters Score -5181176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5181188.000000 Penalty: 5220.255371
	Iteration 39Q: 3 clusters Score -5181188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36514 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5181205.000000 Penalty: 5220.255371
	Iteration 40F: 3 clusters Score -5181205 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5181222.500000 Penalty: 5220.255371
	Iteration 41Q: 3 clusters Score -5181222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5181237.000000 Penalty: 5220.255371
	Iteration 42Q: 3 clusters Score -5181237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5181250.000000 Penalty: 5220.255371
	Iteration 43Q: 3 clusters Score -5181250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5181260.500000 Penalty: 5220.255371
	Iteration 44Q: 3 clusters Score -5181260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -5181276.000000 Penalty: 5220.255371
	Iteration 45Q: 3 clusters Score -5181276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5181283.500000 Penalty: 5220.255371
	Iteration 46Q: 3 clusters Score -5181284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -5181291.500000 Penalty: 5220.255371
	Iteration 47Q: 3 clusters Score -5181292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5181291.500000 Penalty: 5220.255371
	Iteration 48Q: 3 clusters Score -5181292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5181296.500000 Penalty: 5220.255371
	Iteration 49Q: 3 clusters Score -5181296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5181293.000000 Penalty: 5220.255371
	Iteration 50Q: 3 clusters Score -5181293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5181292.000000 Penalty: 5220.255371
	Iteration 51Q: 3 clusters Score -5181292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5181294.500000 Penalty: 5220.255371
	Iteration 52Q: 3 clusters Score -5181294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5181294.000000 Penalty: 5220.255371
	Iteration 53Q: 3 clusters Score -5181294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5181292.500000 Penalty: 5220.255371
	Iteration 54Q: 3 clusters Score -5181292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5181292.500000 Penalty: 5220.255371
	Iteration 55F: 3 clusters Score -5181292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Entering Unmasked Estep 
Score: -1503005.250000 Penalty: 2319.793945
	Iteration 0F: 2 clusters Score -1503005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1494427.000000 Penalty: 4639.587891
	Iteration 0F: 3 clusters Score -1494427 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1497107.000000 Penalty: 4639.587891
	Iteration 1F: 3 clusters Score -1497107 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1497454.375000 Penalty: 4639.587891
	Iteration 2F: 3 clusters Score -1497454 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1497664.875000 Penalty: 4639.587891
	Iteration 3Q: 3 clusters Score -1497665 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1497808.625000 Penalty: 4639.587891
	Iteration 4Q: 3 clusters Score -1497809 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1497914.375000 Penalty: 4639.587891
	Iteration 5Q: 3 clusters Score -1497914 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1498006.625000 Penalty: 4639.587891
	Iteration 6Q: 3 clusters Score -1498007 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1498097.375000 Penalty: 4639.587891
	Iteration 7Q: 3 clusters Score -1498097 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1498192.125000 Penalty: 4639.587891
	Iteration 8Q: 3 clusters Score -1498192 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1498248.875000 Penalty: 4639.587891
	Iteration 9Q: 3 clusters Score -1498249 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1498322.375000 Penalty: 4639.587891
	Iteration 10Q: 3 clusters Score -1498322 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1498418.375000 Penalty: 4639.587891
	Iteration 11Q: 3 clusters Score -1498418 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1498522.625000 Penalty: 4639.587891
	Iteration 12Q: 3 clusters Score -1498523 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1498631.000000 Penalty: 4639.587891
	Iteration 13Q: 3 clusters Score -1498631 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1498785.250000 Penalty: 4639.587891
	Iteration 14Q: 3 clusters Score -1498785 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1498967.250000 Penalty: 4639.587891
	Iteration 15Q: 3 clusters Score -1498967 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1499139.125000 Penalty: 4639.587891
	Iteration 16Q: 3 clusters Score -1499139 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1499352.500000 Penalty: 4639.587891
	Iteration 17Q: 3 clusters Score -1499352 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1499596.125000 Penalty: 4639.587891
	Iteration 18Q: 3 clusters Score -1499596 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1499824.250000 Penalty: 4639.587891
	Iteration 19Q: 3 clusters Score -1499824 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1500091.250000 Penalty: 4639.587891
	Iteration 20F: 3 clusters Score -1500091 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1500326.500000 Penalty: 4639.587891
	Iteration 21Q: 3 clusters Score -1500326 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1500522.500000 Penalty: 4639.587891
	Iteration 22Q: 3 clusters Score -1500522 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1500675.875000 Penalty: 4639.587891
	Iteration 23Q: 3 clusters Score -1500676 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1500781.125000 Penalty: 4639.587891
	Iteration 24Q: 3 clusters Score -1500781 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1500881.750000 Penalty: 4639.587891
	Iteration 25Q: 3 clusters Score -1500882 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1500920.875000 Penalty: 4639.587891
	Iteration 26Q: 3 clusters Score -1500921 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1500955.375000 Penalty: 4639.587891
	Iteration 27Q: 3 clusters Score -1500955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1500982.875000 Penalty: 4639.587891
	Iteration 28Q: 3 clusters Score -1500983 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1501009.500000 Penalty: 4639.587891
	Iteration 29Q: 3 clusters Score -1501010 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1501028.000000 Penalty: 4639.587891
	Iteration 30Q: 3 clusters Score -1501028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1501045.250000 Penalty: 4639.587891
	Iteration 31Q: 3 clusters Score -1501045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1501051.500000 Penalty: 4639.587891
	Iteration 32Q: 3 clusters Score -1501052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1501058.750000 Penalty: 4639.587891
	Iteration 33Q: 3 clusters Score -1501059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1501066.375000 Penalty: 4639.587891
	Iteration 34Q: 3 clusters Score -1501066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1501068.250000 Penalty: 4639.587891
	Iteration 35Q: 3 clusters Score -1501068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1501073.500000 Penalty: 4639.587891
	Iteration 36Q: 3 clusters Score -1501074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1501074.125000 Penalty: 4639.587891
	Iteration 37Q: 3 clusters Score -1501074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1501074.125000 Penalty: 4639.587891
	Iteration 38F: 3 clusters Score -1501074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Entering Unmasked Estep 
Score: -1243398.750000 Penalty: 2258.640381
	Iteration 0F: 2 clusters Score -1243399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1236403.500000 Penalty: 4517.280762
	Iteration 0F: 3 clusters Score -1236404 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1238486.000000 Penalty: 4517.280762
	Iteration 1F: 3 clusters Score -1238486 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1238868.500000 Penalty: 4517.280762
	Iteration 2F: 3 clusters Score -1238868 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1239227.375000 Penalty: 4517.280762
	Iteration 3F: 3 clusters Score -1239227 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1239568.250000 Penalty: 4517.280762
	Iteration 4F: 3 clusters Score -1239568 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1239890.500000 Penalty: 4517.280762
	Iteration 5F: 3 clusters Score -1239890 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1240251.875000 Penalty: 4517.280762
	Iteration 6F: 3 clusters Score -1240252 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1240560.750000 Penalty: 4517.280762
	Iteration 7Q: 3 clusters Score -1240561 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1240811.125000 Penalty: 4517.280762
	Iteration 8Q: 3 clusters Score -1240811 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1240988.500000 Penalty: 4517.280762
	Iteration 9Q: 3 clusters Score -1240988 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1241111.375000 Penalty: 4517.280762
	Iteration 10Q: 3 clusters Score -1241111 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1241200.000000 Penalty: 4517.280762
	Iteration 11Q: 3 clusters Score -1241200 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1241245.750000 Penalty: 4517.280762
	Iteration 12Q: 3 clusters Score -1241246 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1241284.625000 Penalty: 4517.280762
	Iteration 13Q: 3 clusters Score -1241285 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1241311.125000 Penalty: 4517.280762
	Iteration 14Q: 3 clusters Score -1241311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1241327.375000 Penalty: 4517.280762
	Iteration 15Q: 3 clusters Score -1241327 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1241332.750000 Penalty: 4517.280762
	Iteration 16Q: 3 clusters Score -1241333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1241339.375000 Penalty: 4517.280762
	Iteration 17Q: 3 clusters Score -1241339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1241346.250000 Penalty: 4517.280762
	Iteration 18Q: 3 clusters Score -1241346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1241347.375000 Penalty: 4517.280762
	Iteration 19Q: 3 clusters Score -1241347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1241349.750000 Penalty: 4517.280762
	Iteration 20F: 3 clusters Score -1241350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1241349.500000 Penalty: 4517.280762
	Iteration 21Q: 3 clusters Score -1241350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1241349.500000 Penalty: 4517.280762
	Iteration 22Q: 3 clusters Score -1241350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1241348.000000 Penalty: 4517.280762
	Iteration 23Q: 3 clusters Score -1241348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1241347.750000 Penalty: 4517.280762
	Iteration 24Q: 3 clusters Score -1241348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1241349.875000 Penalty: 4517.280762
	Iteration 25Q: 3 clusters Score -1241350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1241349.875000 Penalty: 4517.280762
	Iteration 26Q: 3 clusters Score -1241350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1241350.250000 Penalty: 4517.280762
	Iteration 27Q: 3 clusters Score -1241350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1241350.250000 Penalty: 4517.280762
	Iteration 28F: 3 clusters Score -1241350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Entering Unmasked Estep 
Score: -6013624.000000 Penalty: 2652.435059
	Iteration 0F: 2 clusters Score -6013624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -5983806.500000 Penalty: 5304.870117
	Iteration 0F: 3 clusters Score -5983806 nChanged 20209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -5995008.500000 Penalty: 5304.870117
	Iteration 1F: 3 clusters Score -5995008 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -5995699.500000 Penalty: 5304.870117
	Iteration 2Q: 3 clusters Score -5995700 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -5996606.500000 Penalty: 5304.870117
	Iteration 3Q: 3 clusters Score -5996606 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5997922.000000 Penalty: 5304.870117
	Iteration 4F: 3 clusters Score -5997922 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -5999927.500000 Penalty: 5304.870117
	Iteration 5F: 3 clusters Score -5999928 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -6002440.000000 Penalty: 5304.870117
	Iteration 6F: 3 clusters Score -6002440 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -6005099.000000 Penalty: 5304.870117
	Iteration 7F: 3 clusters Score -6005099 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -6007304.000000 Penalty: 5304.870117
	Iteration 8F: 3 clusters Score -6007304 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -6008763.000000 Penalty: 5304.870117
	Iteration 9Q: 3 clusters Score -6008763 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -6009608.500000 Penalty: 5304.870117
	Iteration 10Q: 3 clusters Score -6009608 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -6010167.500000 Penalty: 5304.870117
	Iteration 11Q: 3 clusters Score -6010168 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -6010519.000000 Penalty: 5304.870117
	Iteration 12Q: 3 clusters Score -6010519 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -6010744.500000 Penalty: 5304.870117
	Iteration 13Q: 3 clusters Score -6010744 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -6010917.000000 Penalty: 5304.870117
	Iteration 14Q: 3 clusters Score -6010917 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -6011063.500000 Penalty: 5304.870117
	Iteration 15Q: 3 clusters Score -6011064 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -6011160.000000 Penalty: 5304.870117
	Iteration 16Q: 3 clusters Score -6011160 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 41276 members 
Entering Unmasked Estep 
Score: -6011281.500000 Penalty: 5304.870117
	Iteration 17Q: 3 clusters Score -6011282 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -6011373.000000 Penalty: 5304.870117
	Iteration 18Q: 3 clusters Score -6011373 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -6011488.500000 Penalty: 5304.870117
	Iteration 19Q: 3 clusters Score -6011488 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -6011605.500000 Penalty: 5304.870117
	Iteration 20F: 3 clusters Score -6011606 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -6011669.000000 Penalty: 5304.870117
	Iteration 21Q: 3 clusters Score -6011669 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -6011736.000000 Penalty: 5304.870117
	Iteration 22Q: 3 clusters Score -6011736 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -6011806.000000 Penalty: 5304.870117
	Iteration 23Q: 3 clusters Score -6011806 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -6011889.000000 Penalty: 5304.870117
	Iteration 24Q: 3 clusters Score -6011889 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -6011988.000000 Penalty: 5304.870117
	Iteration 25Q: 3 clusters Score -6011988 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -6012109.000000 Penalty: 5304.870117
	Iteration 26Q: 3 clusters Score -6012109 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -6012222.500000 Penalty: 5304.870117
	Iteration 27Q: 3 clusters Score -6012222 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -6012295.500000 Penalty: 5304.870117
	Iteration 28Q: 3 clusters Score -6012296 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -6012324.000000 Penalty: 5304.870117
	Iteration 29Q: 3 clusters Score -6012324 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -6012375.500000 Penalty: 5304.870117
	Iteration 30Q: 3 clusters Score -6012376 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -6012401.000000 Penalty: 5304.870117
	Iteration 31Q: 3 clusters Score -6012401 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -6012441.500000 Penalty: 5304.870117
	Iteration 32Q: 3 clusters Score -6012442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 41740 members 
Entering Unmasked Estep 
Score: -6012441.000000 Penalty: 5304.870117
	Iteration 33Q: 3 clusters Score -6012441 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -6012449.000000 Penalty: 5304.870117
	Iteration 34Q: 3 clusters Score -6012449 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -6012457.500000 Penalty: 5304.870117
	Iteration 35Q: 3 clusters Score -6012458 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -6012470.000000 Penalty: 5304.870117
	Iteration 36Q: 3 clusters Score -6012470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -6012482.000000 Penalty: 5304.870117
	Iteration 37Q: 3 clusters Score -6012482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -6012494.000000 Penalty: 5304.870117
	Iteration 38Q: 3 clusters Score -6012494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -6012498.000000 Penalty: 5304.870117
	Iteration 39Q: 3 clusters Score -6012498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -6012498.000000 Penalty: 5304.870117
	Iteration 40F: 3 clusters Score -6012498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -6012493.500000 Penalty: 5304.870117
	Iteration 41Q: 3 clusters Score -6012494 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -6012506.000000 Penalty: 5304.870117
	Iteration 42Q: 3 clusters Score -6012506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -6012494.500000 Penalty: 5304.870117
	Iteration 43Q: 3 clusters Score -6012494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -6012510.500000 Penalty: 5304.870117
	Iteration 44Q: 3 clusters Score -6012510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 41477 members 
Entering Unmasked Estep 
Score: -6012510.000000 Penalty: 5304.870117
	Iteration 45Q: 3 clusters Score -6012510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -6012512.500000 Penalty: 5304.870117
	Iteration 46Q: 3 clusters Score -6012512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -6012517.000000 Penalty: 5304.870117
	Iteration 47Q: 3 clusters Score -6012517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -6012518.500000 Penalty: 5304.870117
	Iteration 48Q: 3 clusters Score -6012518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -6012529.000000 Penalty: 5304.870117
	Iteration 49Q: 3 clusters Score -6012529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -6012523.000000 Penalty: 5304.870117
	Iteration 50Q: 3 clusters Score -6012523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -6012518.500000 Penalty: 5304.870117
	Iteration 51Q: 3 clusters Score -6012518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -6012522.000000 Penalty: 5304.870117
	Iteration 52Q: 3 clusters Score -6012522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -6012522.500000 Penalty: 5304.870117
	Iteration 53Q: 3 clusters Score -6012522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -6012516.000000 Penalty: 5304.870117
	Iteration 54Q: 3 clusters Score -6012516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -6012514.000000 Penalty: 5304.870117
	Iteration 55Q: 3 clusters Score -6012514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -6012515.000000 Penalty: 5304.870117
	Iteration 56Q: 3 clusters Score -6012515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -6012518.000000 Penalty: 5304.870117
	Iteration 57Q: 3 clusters Score -6012518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -6012511.500000 Penalty: 5304.870117
	Iteration 58Q: 3 clusters Score -6012512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -6012518.000000 Penalty: 5304.870117
	Iteration 59Q: 3 clusters Score -6012518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -6012516.500000 Penalty: 5304.870117
	Iteration 60F: 3 clusters Score -6012516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -6012513.000000 Penalty: 5304.870117
	Iteration 61Q: 3 clusters Score -6012513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -6012519.000000 Penalty: 5304.870117
	Iteration 62Q: 3 clusters Score -6012519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -6012521.500000 Penalty: 5304.870117
	Iteration 63Q: 3 clusters Score -6012522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -6012522.000000 Penalty: 5304.870117
	Iteration 64Q: 3 clusters Score -6012522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -6012520.000000 Penalty: 5304.870117
	Iteration 65Q: 3 clusters Score -6012520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -6012520.500000 Penalty: 5304.870117
	Iteration 66Q: 3 clusters Score -6012520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -6012527.500000 Penalty: 5304.870117
	Iteration 67Q: 3 clusters Score -6012528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -6012544.000000 Penalty: 5304.870117
	Iteration 68Q: 3 clusters Score -6012544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -6012535.000000 Penalty: 5304.870117
	Iteration 69Q: 3 clusters Score -6012535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -6012537.500000 Penalty: 5304.870117
	Iteration 70Q: 3 clusters Score -6012538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 41277 members 
Entering Unmasked Estep 
Score: -6012539.000000 Penalty: 5304.870117
	Iteration 71Q: 3 clusters Score -6012539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -6012541.000000 Penalty: 5304.870117
	Iteration 72Q: 3 clusters Score -6012541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -6012544.500000 Penalty: 5304.870117
	Iteration 73Q: 3 clusters Score -6012544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -6012548.000000 Penalty: 5304.870117
	Iteration 74Q: 3 clusters Score -6012548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -6012548.500000 Penalty: 5304.870117
	Iteration 75Q: 3 clusters Score -6012548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -6012548.500000 Penalty: 5304.870117
	Iteration 76F: 3 clusters Score -6012548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Entering Unmasked Estep 
Score: -1101873.875000 Penalty: 2236.606445
	Iteration 0F: 2 clusters Score -1101874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1095326.500000 Penalty: 4473.212891
	Iteration 0F: 3 clusters Score -1095326 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1097167.125000 Penalty: 4473.212891
	Iteration 1F: 3 clusters Score -1097167 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1097433.125000 Penalty: 4473.212891
	Iteration 2F: 3 clusters Score -1097433 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1097627.375000 Penalty: 4473.212891
	Iteration 3F: 3 clusters Score -1097627 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1097796.000000 Penalty: 4473.212891
	Iteration 4Q: 3 clusters Score -1097796 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1097928.000000 Penalty: 4473.212891
	Iteration 5Q: 3 clusters Score -1097928 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1098026.875000 Penalty: 4473.212891
	Iteration 6Q: 3 clusters Score -1098027 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1098120.500000 Penalty: 4473.212891
	Iteration 7Q: 3 clusters Score -1098120 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -1098215.000000 Penalty: 4473.212891
	Iteration 8Q: 3 clusters Score -1098215 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1098317.875000 Penalty: 4473.212891
	Iteration 9Q: 3 clusters Score -1098318 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1098432.125000 Penalty: 4473.212891
	Iteration 10Q: 3 clusters Score -1098432 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1098587.875000 Penalty: 4473.212891
	Iteration 11Q: 3 clusters Score -1098588 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1098780.500000 Penalty: 4473.212891
	Iteration 12Q: 3 clusters Score -1098780 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1098967.750000 Penalty: 4473.212891
	Iteration 13Q: 3 clusters Score -1098968 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1099165.625000 Penalty: 4473.212891
	Iteration 14Q: 3 clusters Score -1099166 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1099356.250000 Penalty: 4473.212891
	Iteration 15Q: 3 clusters Score -1099356 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1099619.250000 Penalty: 4473.212891
	Iteration 16Q: 3 clusters Score -1099619 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1099951.625000 Penalty: 4473.212891
	Iteration 17Q: 3 clusters Score -1099952 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1100365.125000 Penalty: 4473.212891
	Iteration 18Q: 3 clusters Score -1100365 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1100930.000000 Penalty: 4473.212891
	Iteration 19Q: 3 clusters Score -1100930 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1101559.250000 Penalty: 4473.212891
	Iteration 20F: 3 clusters Score -1101559 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1101922.625000 Penalty: 4473.212891
	Iteration 21Q: 3 clusters Score -1101923 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1102043.875000 Penalty: 4473.212891
	Iteration 22Q: 3 clusters Score -1102044 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1102081.250000 Penalty: 4473.212891
	Iteration 23Q: 3 clusters Score -1102081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1102105.875000 Penalty: 4473.212891
	Iteration 24Q: 3 clusters Score -1102106 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1102111.750000 Penalty: 4473.212891
	Iteration 25Q: 3 clusters Score -1102112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1102111.500000 Penalty: 4473.212891
	Iteration 26Q: 3 clusters Score -1102112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1102114.000000 Penalty: 4473.212891
	Iteration 27Q: 3 clusters Score -1102114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1102112.500000 Penalty: 4473.212891
	Iteration 28Q: 3 clusters Score -1102112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1102115.875000 Penalty: 4473.212891
	Iteration 29Q: 3 clusters Score -1102116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1102115.875000 Penalty: 4473.212891
	Iteration 30F: 3 clusters Score -1102116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65551 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94918 members 
Mstep: Class 9 contains 46163 members 
Mstep: Class 10 contains 99121 members 
Mstep: Class 11 contains 37224 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44148 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28383 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 5711 members 
Mstep: Class 25 contains 54292 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274058 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 5186 members 
Entering Unmasked Estep 
Score: -122226136.000000 Penalty: 98657.695312
Splitting cluster 15 changes total score from -122227032.000000 to -122226136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (22561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Entering Unmasked Estep 
Score: -3141739.000000 Penalty: 2485.946533
	Iteration 0F: 2 clusters Score -3141739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -3126034.250000 Penalty: 4971.893066
	Iteration 0F: 3 clusters Score -3126034 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3131270.750000 Penalty: 4971.893066
	Iteration 1F: 3 clusters Score -3131271 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -3131669.750000 Penalty: 4971.893066
	Iteration 2F: 3 clusters Score -3131670 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -3132011.500000 Penalty: 4971.893066
	Iteration 3Q: 3 clusters Score -3132012 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -3132324.750000 Penalty: 4971.893066
	Iteration 4Q: 3 clusters Score -3132325 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3132605.500000 Penalty: 4971.893066
	Iteration 5Q: 3 clusters Score -3132606 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -3132863.750000 Penalty: 4971.893066
	Iteration 6Q: 3 clusters Score -3132864 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -3133123.250000 Penalty: 4971.893066
	Iteration 7Q: 3 clusters Score -3133123 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -3133387.000000 Penalty: 4971.893066
	Iteration 8Q: 3 clusters Score -3133387 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -3133660.000000 Penalty: 4971.893066
	Iteration 9Q: 3 clusters Score -3133660 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3133988.250000 Penalty: 4971.893066
	Iteration 10Q: 3 clusters Score -3133988 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -3134342.500000 Penalty: 4971.893066
	Iteration 11Q: 3 clusters Score -3134342 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3134773.250000 Penalty: 4971.893066
	Iteration 12Q: 3 clusters Score -3134773 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3135292.000000 Penalty: 4971.893066
	Iteration 13Q: 3 clusters Score -3135292 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -3135778.750000 Penalty: 4971.893066
	Iteration 14Q: 3 clusters Score -3135779 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3136144.000000 Penalty: 4971.893066
	Iteration 15Q: 3 clusters Score -3136144 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3136363.750000 Penalty: 4971.893066
	Iteration 16Q: 3 clusters Score -3136364 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -3136472.000000 Penalty: 4971.893066
	Iteration 17Q: 3 clusters Score -3136472 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -3136577.750000 Penalty: 4971.893066
	Iteration 18Q: 3 clusters Score -3136578 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -3136630.750000 Penalty: 4971.893066
	Iteration 19Q: 3 clusters Score -3136631 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -3136707.250000 Penalty: 4971.893066
	Iteration 20F: 3 clusters Score -3136707 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -3136761.500000 Penalty: 4971.893066
	Iteration 21Q: 3 clusters Score -3136762 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3136835.250000 Penalty: 4971.893066
	Iteration 22Q: 3 clusters Score -3136835 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3136886.000000 Penalty: 4971.893066
	Iteration 23Q: 3 clusters Score -3136886 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -3136964.000000 Penalty: 4971.893066
	Iteration 24Q: 3 clusters Score -3136964 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -3137028.500000 Penalty: 4971.893066
	Iteration 25Q: 3 clusters Score -3137028 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3137091.750000 Penalty: 4971.893066
	Iteration 26Q: 3 clusters Score -3137092 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -3137182.000000 Penalty: 4971.893066
	Iteration 27Q: 3 clusters Score -3137182 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3137277.500000 Penalty: 4971.893066
	Iteration 28Q: 3 clusters Score -3137278 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -3137367.000000 Penalty: 4971.893066
	Iteration 29Q: 3 clusters Score -3137367 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -3137484.500000 Penalty: 4971.893066
	Iteration 30Q: 3 clusters Score -3137484 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3137596.750000 Penalty: 4971.893066
	Iteration 31Q: 3 clusters Score -3137597 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -3137716.500000 Penalty: 4971.893066
	Iteration 32Q: 3 clusters Score -3137716 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -3137836.500000 Penalty: 4971.893066
	Iteration 33Q: 3 clusters Score -3137836 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3137960.750000 Penalty: 4971.893066
	Iteration 34Q: 3 clusters Score -3137961 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3138071.500000 Penalty: 4971.893066
	Iteration 35Q: 3 clusters Score -3138072 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3138194.250000 Penalty: 4971.893066
	Iteration 36Q: 3 clusters Score -3138194 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -3138298.250000 Penalty: 4971.893066
	Iteration 37Q: 3 clusters Score -3138298 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3138423.500000 Penalty: 4971.893066
	Iteration 38Q: 3 clusters Score -3138424 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3138518.250000 Penalty: 4971.893066
	Iteration 39Q: 3 clusters Score -3138518 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -3138626.000000 Penalty: 4971.893066
	Iteration 40F: 3 clusters Score -3138626 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -3138727.000000 Penalty: 4971.893066
	Iteration 41Q: 3 clusters Score -3138727 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3138805.000000 Penalty: 4971.893066
	Iteration 42Q: 3 clusters Score -3138805 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3138915.250000 Penalty: 4971.893066
	Iteration 43Q: 3 clusters Score -3138915 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3139015.000000 Penalty: 4971.893066
	Iteration 44Q: 3 clusters Score -3139015 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -3139107.000000 Penalty: 4971.893066
	Iteration 45Q: 3 clusters Score -3139107 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3139214.250000 Penalty: 4971.893066
	Iteration 46Q: 3 clusters Score -3139214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3139287.750000 Penalty: 4971.893066
	Iteration 47Q: 3 clusters Score -3139288 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3139343.000000 Penalty: 4971.893066
	Iteration 48Q: 3 clusters Score -3139343 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3139399.500000 Penalty: 4971.893066
	Iteration 49Q: 3 clusters Score -3139400 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -3139432.500000 Penalty: 4971.893066
	Iteration 50Q: 3 clusters Score -3139432 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3139462.250000 Penalty: 4971.893066
	Iteration 51Q: 3 clusters Score -3139462 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3139491.250000 Penalty: 4971.893066
	Iteration 52Q: 3 clusters Score -3139491 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3139514.500000 Penalty: 4971.893066
	Iteration 53Q: 3 clusters Score -3139514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3139525.250000 Penalty: 4971.893066
	Iteration 54Q: 3 clusters Score -3139525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3139536.000000 Penalty: 4971.893066
	Iteration 55Q: 3 clusters Score -3139536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3139548.750000 Penalty: 4971.893066
	Iteration 56Q: 3 clusters Score -3139549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3139560.250000 Penalty: 4971.893066
	Iteration 57Q: 3 clusters Score -3139560 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3139576.250000 Penalty: 4971.893066
	Iteration 58Q: 3 clusters Score -3139576 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3139582.750000 Penalty: 4971.893066
	Iteration 59Q: 3 clusters Score -3139583 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3139591.250000 Penalty: 4971.893066
	Iteration 60F: 3 clusters Score -3139591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3139592.750000 Penalty: 4971.893066
	Iteration 61Q: 3 clusters Score -3139593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3139591.750000 Penalty: 4971.893066
	Iteration 62Q: 3 clusters Score -3139592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3139593.250000 Penalty: 4971.893066
	Iteration 63Q: 3 clusters Score -3139593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3139592.250000 Penalty: 4971.893066
	Iteration 64Q: 3 clusters Score -3139592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3139593.500000 Penalty: 4971.893066
	Iteration 65Q: 3 clusters Score -3139594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3139596.250000 Penalty: 4971.893066
	Iteration 66Q: 3 clusters Score -3139596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3139598.750000 Penalty: 4971.893066
	Iteration 67Q: 3 clusters Score -3139599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3139603.500000 Penalty: 4971.893066
	Iteration 68Q: 3 clusters Score -3139604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3139606.500000 Penalty: 4971.893066
	Iteration 69Q: 3 clusters Score -3139606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3139606.000000 Penalty: 4971.893066
	Iteration 70Q: 3 clusters Score -3139606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3139607.500000 Penalty: 4971.893066
	Iteration 71Q: 3 clusters Score -3139608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3139610.000000 Penalty: 4971.893066
	Iteration 72Q: 3 clusters Score -3139610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3139613.500000 Penalty: 4971.893066
	Iteration 73Q: 3 clusters Score -3139614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3139613.750000 Penalty: 4971.893066
	Iteration 74Q: 3 clusters Score -3139614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -3139617.250000 Penalty: 4971.893066
	Iteration 75Q: 3 clusters Score -3139617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3139617.500000 Penalty: 4971.893066
	Iteration 76Q: 3 clusters Score -3139618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3139619.250000 Penalty: 4971.893066
	Iteration 77Q: 3 clusters Score -3139619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3139621.750000 Penalty: 4971.893066
	Iteration 78Q: 3 clusters Score -3139622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3139621.750000 Penalty: 4971.893066
	Iteration 79F: 3 clusters Score -3139622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Entering Unmasked Estep 
Score: -408381.531250 Penalty: 1974.592651
	Iteration 0F: 2 clusters Score -408381.5 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 1469 members 
Entering Unmasked Estep 
Score: -405170.125000 Penalty: 3949.185303
	Iteration 0F: 3 clusters Score -405170.1 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -405787.312500 Penalty: 3949.185303
	Iteration 1F: 3 clusters Score -405787.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -405940.218750 Penalty: 3949.185303
	Iteration 2F: 3 clusters Score -405940.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -406014.656250 Penalty: 3949.185303
	Iteration 3Q: 3 clusters Score -406014.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -406061.968750 Penalty: 3949.185303
	Iteration 4Q: 3 clusters Score -406062 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -406089.625000 Penalty: 3949.185303
	Iteration 5Q: 3 clusters Score -406089.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -406108.593750 Penalty: 3949.185303
	Iteration 6Q: 3 clusters Score -406108.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -406122.343750 Penalty: 3949.185303
	Iteration 7Q: 3 clusters Score -406122.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -406130.562500 Penalty: 3949.185303
	Iteration 8Q: 3 clusters Score -406130.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -406137.812500 Penalty: 3949.185303
	Iteration 9Q: 3 clusters Score -406137.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -406143.125000 Penalty: 3949.185303
	Iteration 10Q: 3 clusters Score -406143.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -406149.687500 Penalty: 3949.185303
	Iteration 11Q: 3 clusters Score -406149.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -406158.562500 Penalty: 3949.185303
	Iteration 12Q: 3 clusters Score -406158.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -406166.562500 Penalty: 3949.185303
	Iteration 13Q: 3 clusters Score -406166.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -406173.781250 Penalty: 3949.185303
	Iteration 14Q: 3 clusters Score -406173.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -406178.187500 Penalty: 3949.185303
	Iteration 15Q: 3 clusters Score -406178.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -406181.500000 Penalty: 3949.185303
	Iteration 16Q: 3 clusters Score -406181.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -406185.312500 Penalty: 3949.185303
	Iteration 17Q: 3 clusters Score -406185.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -406189.968750 Penalty: 3949.185303
	Iteration 18Q: 3 clusters Score -406190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -406192.593750 Penalty: 3949.185303
	Iteration 19Q: 3 clusters Score -406192.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -406196.031250 Penalty: 3949.185303
	Iteration 20F: 3 clusters Score -406196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -406200.125000 Penalty: 3949.185303
	Iteration 21Q: 3 clusters Score -406200.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -406204.812500 Penalty: 3949.185303
	Iteration 22Q: 3 clusters Score -406204.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -406209.531250 Penalty: 3949.185303
	Iteration 23Q: 3 clusters Score -406209.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -406211.000000 Penalty: 3949.185303
	Iteration 24Q: 3 clusters Score -406211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -406211.531250 Penalty: 3949.185303
	Iteration 25Q: 3 clusters Score -406211.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -406212.562500 Penalty: 3949.185303
	Iteration 26Q: 3 clusters Score -406212.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -406213.500000 Penalty: 3949.185303
	Iteration 27Q: 3 clusters Score -406213.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -406213.750000 Penalty: 3949.185303
	Iteration 28Q: 3 clusters Score -406213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -406214.531250 Penalty: 3949.185303
	Iteration 29Q: 3 clusters Score -406214.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -406214.656250 Penalty: 3949.185303
	Iteration 30Q: 3 clusters Score -406214.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -406214.656250 Penalty: 3949.185303
	Iteration 31F: 3 clusters Score -406214.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Entering Unmasked Estep 
Score: -6481931.500000 Penalty: 2674.207275
	Iteration 0F: 2 clusters Score -6481932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -6449325.000000 Penalty: 5348.414551
	Iteration 0F: 3 clusters Score -6449325 nChanged 22221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -6461362.000000 Penalty: 5348.414551
	Iteration 1F: 3 clusters Score -6461362 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -6461850.500000 Penalty: 5348.414551
	Iteration 2Q: 3 clusters Score -6461850 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -6462265.500000 Penalty: 5348.414551
	Iteration 3Q: 3 clusters Score -6462266 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -6462721.000000 Penalty: 5348.414551
	Iteration 4Q: 3 clusters Score -6462721 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -6463477.000000 Penalty: 5348.414551
	Iteration 5Q: 3 clusters Score -6463477 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -6464602.000000 Penalty: 5348.414551
	Iteration 6Q: 3 clusters Score -6464602 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -6466443.500000 Penalty: 5348.414551
	Iteration 7F: 3 clusters Score -6466444 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -6469006.000000 Penalty: 5348.414551
	Iteration 8F: 3 clusters Score -6469006 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -6471562.500000 Penalty: 5348.414551
	Iteration 9F: 3 clusters Score -6471562 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -6473532.500000 Penalty: 5348.414551
	Iteration 10F: 3 clusters Score -6473532 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -6474981.000000 Penalty: 5348.414551
	Iteration 11Q: 3 clusters Score -6474981 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -6476011.500000 Penalty: 5348.414551
	Iteration 12Q: 3 clusters Score -6476012 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -6476913.000000 Penalty: 5348.414551
	Iteration 13Q: 3 clusters Score -6476913 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -6477657.000000 Penalty: 5348.414551
	Iteration 14Q: 3 clusters Score -6477657 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -6478211.000000 Penalty: 5348.414551
	Iteration 15Q: 3 clusters Score -6478211 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -6478708.500000 Penalty: 5348.414551
	Iteration 16Q: 3 clusters Score -6478708 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -6479016.500000 Penalty: 5348.414551
	Iteration 17Q: 3 clusters Score -6479016 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -6479267.000000 Penalty: 5348.414551
	Iteration 18Q: 3 clusters Score -6479267 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -6479420.500000 Penalty: 5348.414551
	Iteration 19Q: 3 clusters Score -6479420 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -6479525.500000 Penalty: 5348.414551
	Iteration 20F: 3 clusters Score -6479526 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -6479577.000000 Penalty: 5348.414551
	Iteration 21Q: 3 clusters Score -6479577 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 47023 members 
Entering Unmasked Estep 
Score: -6479604.000000 Penalty: 5348.414551
	Iteration 22Q: 3 clusters Score -6479604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -6479638.500000 Penalty: 5348.414551
	Iteration 23Q: 3 clusters Score -6479638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -6479664.500000 Penalty: 5348.414551
	Iteration 24Q: 3 clusters Score -6479664 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -6479693.000000 Penalty: 5348.414551
	Iteration 25Q: 3 clusters Score -6479693 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -6479699.500000 Penalty: 5348.414551
	Iteration 26Q: 3 clusters Score -6479700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -6479710.500000 Penalty: 5348.414551
	Iteration 27Q: 3 clusters Score -6479710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -6479708.500000 Penalty: 5348.414551
	Iteration 28Q: 3 clusters Score -6479708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -6479716.500000 Penalty: 5348.414551
	Iteration 29Q: 3 clusters Score -6479716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -6479718.000000 Penalty: 5348.414551
	Iteration 30Q: 3 clusters Score -6479718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -6479711.000000 Penalty: 5348.414551
	Iteration 31Q: 3 clusters Score -6479711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -6479710.000000 Penalty: 5348.414551
	Iteration 32Q: 3 clusters Score -6479710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -6479716.500000 Penalty: 5348.414551
	Iteration 33Q: 3 clusters Score -6479716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 47328 members 
Entering Unmasked Estep 
Score: -6479729.000000 Penalty: 5348.414551
	Iteration 34Q: 3 clusters Score -6479729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 47332 members 
Entering Unmasked Estep 
Score: -6479729.500000 Penalty: 5348.414551
	Iteration 35Q: 3 clusters Score -6479730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -6479735.500000 Penalty: 5348.414551
	Iteration 36Q: 3 clusters Score -6479736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -6479733.000000 Penalty: 5348.414551
	Iteration 37Q: 3 clusters Score -6479733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -6479735.500000 Penalty: 5348.414551
	Iteration 38Q: 3 clusters Score -6479736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 47347 members 
Entering Unmasked Estep 
Score: -6479739.000000 Penalty: 5348.414551
	Iteration 39Q: 3 clusters Score -6479739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -6479734.500000 Penalty: 5348.414551
	Iteration 40F: 3 clusters Score -6479734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -6479735.000000 Penalty: 5348.414551
	Iteration 41Q: 3 clusters Score -6479735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -6479738.500000 Penalty: 5348.414551
	Iteration 42Q: 3 clusters Score -6479738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -6479742.500000 Penalty: 5348.414551
	Iteration 43Q: 3 clusters Score -6479742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -6479736.500000 Penalty: 5348.414551
	Iteration 44Q: 3 clusters Score -6479736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -6479737.500000 Penalty: 5348.414551
	Iteration 45Q: 3 clusters Score -6479738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -6479742.000000 Penalty: 5348.414551
	Iteration 46Q: 3 clusters Score -6479742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -6479742.000000 Penalty: 5348.414551
	Iteration 47Q: 3 clusters Score -6479742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -6479742.000000 Penalty: 5348.414551
	Iteration 48F: 3 clusters Score -6479742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -78191.507812 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -78191.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76576.828125 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -76576.83 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -76798.625000 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -76798.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76915.257812 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -76915.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -77076.015625 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -77076.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -77354.734375 Penalty: 3167.056396
	Iteration 4F: 3 clusters Score -77354.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -77463.851562 Penalty: 3167.056396
	Iteration 5F: 3 clusters Score -77463.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -77536.421875 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -77536.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -77576.046875 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -77576.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -77610.062500 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -77610.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -77642.554688 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -77642.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -77664.976562 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -77664.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -77691.515625 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -77691.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -77695.250000 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -77695.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -77700.562500 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -77700.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -77700.562500 Penalty: 3167.056396
	Iteration 14F: 3 clusters Score -77700.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Entering Unmasked Estep 
Score: -4237687.000000 Penalty: 2568.010498
	Iteration 0F: 2 clusters Score -4237687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -4216140.500000 Penalty: 5136.020996
	Iteration 0F: 3 clusters Score -4216140 nChanged 14144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -4224173.500000 Penalty: 5136.020996
	Iteration 1F: 3 clusters Score -4224174 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -4225062.500000 Penalty: 5136.020996
	Iteration 2F: 3 clusters Score -4225062 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -4226180.500000 Penalty: 5136.020996
	Iteration 3F: 3 clusters Score -4226180 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -4227526.000000 Penalty: 5136.020996
	Iteration 4F: 3 clusters Score -4227526 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -4228771.000000 Penalty: 5136.020996
	Iteration 5F: 3 clusters Score -4228771 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -4229746.500000 Penalty: 5136.020996
	Iteration 6F: 3 clusters Score -4229746 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -4230434.000000 Penalty: 5136.020996
	Iteration 7Q: 3 clusters Score -4230434 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -4230914.500000 Penalty: 5136.020996
	Iteration 8Q: 3 clusters Score -4230914 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -4231319.500000 Penalty: 5136.020996
	Iteration 9Q: 3 clusters Score -4231320 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -4231674.500000 Penalty: 5136.020996
	Iteration 10Q: 3 clusters Score -4231674 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -4232028.000000 Penalty: 5136.020996
	Iteration 11Q: 3 clusters Score -4232028 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -4232358.000000 Penalty: 5136.020996
	Iteration 12Q: 3 clusters Score -4232358 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -4232744.000000 Penalty: 5136.020996
	Iteration 13Q: 3 clusters Score -4232744 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 26900 members 
Entering Unmasked Estep 
Score: -4233138.000000 Penalty: 5136.020996
	Iteration 14Q: 3 clusters Score -4233138 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -4233586.500000 Penalty: 5136.020996
	Iteration 15Q: 3 clusters Score -4233586 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -4233971.500000 Penalty: 5136.020996
	Iteration 16Q: 3 clusters Score -4233972 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 28823 members 
Entering Unmasked Estep 
Score: -4234312.000000 Penalty: 5136.020996
	Iteration 17Q: 3 clusters Score -4234312 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -4234641.500000 Penalty: 5136.020996
	Iteration 18Q: 3 clusters Score -4234642 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -4234910.500000 Penalty: 5136.020996
	Iteration 19Q: 3 clusters Score -4234910 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -4235109.500000 Penalty: 5136.020996
	Iteration 20F: 3 clusters Score -4235110 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -4235251.500000 Penalty: 5136.020996
	Iteration 21Q: 3 clusters Score -4235252 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -4235361.000000 Penalty: 5136.020996
	Iteration 22Q: 3 clusters Score -4235361 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -4235434.000000 Penalty: 5136.020996
	Iteration 23Q: 3 clusters Score -4235434 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -4235494.000000 Penalty: 5136.020996
	Iteration 24Q: 3 clusters Score -4235494 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -4235539.000000 Penalty: 5136.020996
	Iteration 25Q: 3 clusters Score -4235539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30601 members 
Entering Unmasked Estep 
Score: -4235564.000000 Penalty: 5136.020996
	Iteration 26Q: 3 clusters Score -4235564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -4235585.000000 Penalty: 5136.020996
	Iteration 27Q: 3 clusters Score -4235585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -4235593.500000 Penalty: 5136.020996
	Iteration 28Q: 3 clusters Score -4235594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -4235598.500000 Penalty: 5136.020996
	Iteration 29Q: 3 clusters Score -4235598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -4235605.000000 Penalty: 5136.020996
	Iteration 30Q: 3 clusters Score -4235605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -4235606.500000 Penalty: 5136.020996
	Iteration 31Q: 3 clusters Score -4235606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -4235609.000000 Penalty: 5136.020996
	Iteration 32Q: 3 clusters Score -4235609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -4235609.500000 Penalty: 5136.020996
	Iteration 33Q: 3 clusters Score -4235610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -4235610.500000 Penalty: 5136.020996
	Iteration 34Q: 3 clusters Score -4235610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -4235610.500000 Penalty: 5136.020996
	Iteration 35F: 3 clusters Score -4235610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -151419.375000 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -151419.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -149419.437500 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -149419.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -149705.015625 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -149705 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -149789.671875 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -149789.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -149827.562500 Penalty: 3479.793213
	Iteration 3Q: 3 clusters Score -149827.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -149855.343750 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -149855.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -149867.140625 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -149867.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -149881.703125 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -149881.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -149896.093750 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -149896.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -149905.531250 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -149905.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -149911.359375 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -149911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -149914.250000 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -149914.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -149914.250000 Penalty: 3479.793213
	Iteration 11F: 3 clusters Score -149914.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Entering Unmasked Estep 
Score: -3559071.500000 Penalty: 2542.879395
	Iteration 0F: 2 clusters Score -3559072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3539602.750000 Penalty: 5085.758789
	Iteration 0F: 3 clusters Score -3539603 nChanged 12892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3546857.500000 Penalty: 5085.758789
	Iteration 1F: 3 clusters Score -3546858 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3547678.000000 Penalty: 5085.758789
	Iteration 2F: 3 clusters Score -3547678 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3548720.750000 Penalty: 5085.758789
	Iteration 3F: 3 clusters Score -3548721 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -3549997.000000 Penalty: 5085.758789
	Iteration 4F: 3 clusters Score -3549997 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -3551401.500000 Penalty: 5085.758789
	Iteration 5F: 3 clusters Score -3551402 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -3552672.500000 Penalty: 5085.758789
	Iteration 6F: 3 clusters Score -3552672 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3553736.500000 Penalty: 5085.758789
	Iteration 7F: 3 clusters Score -3553736 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -3554474.250000 Penalty: 5085.758789
	Iteration 8Q: 3 clusters Score -3554474 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3554971.750000 Penalty: 5085.758789
	Iteration 9Q: 3 clusters Score -3554972 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -3555318.250000 Penalty: 5085.758789
	Iteration 10Q: 3 clusters Score -3555318 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -3555555.750000 Penalty: 5085.758789
	Iteration 11Q: 3 clusters Score -3555556 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -3555723.750000 Penalty: 5085.758789
	Iteration 12Q: 3 clusters Score -3555724 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -3555828.250000 Penalty: 5085.758789
	Iteration 13Q: 3 clusters Score -3555828 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -3555911.500000 Penalty: 5085.758789
	Iteration 14Q: 3 clusters Score -3555912 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -3555972.250000 Penalty: 5085.758789
	Iteration 15Q: 3 clusters Score -3555972 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -3556035.000000 Penalty: 5085.758789
	Iteration 16Q: 3 clusters Score -3556035 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3556086.500000 Penalty: 5085.758789
	Iteration 17Q: 3 clusters Score -3556086 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3556136.000000 Penalty: 5085.758789
	Iteration 18Q: 3 clusters Score -3556136 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3556180.250000 Penalty: 5085.758789
	Iteration 19Q: 3 clusters Score -3556180 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3556221.500000 Penalty: 5085.758789
	Iteration 20F: 3 clusters Score -3556222 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -3556274.000000 Penalty: 5085.758789
	Iteration 21Q: 3 clusters Score -3556274 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -3556317.750000 Penalty: 5085.758789
	Iteration 22Q: 3 clusters Score -3556318 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -3556383.500000 Penalty: 5085.758789
	Iteration 23Q: 3 clusters Score -3556384 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3556439.250000 Penalty: 5085.758789
	Iteration 24Q: 3 clusters Score -3556439 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -3556499.250000 Penalty: 5085.758789
	Iteration 25Q: 3 clusters Score -3556499 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -3556585.250000 Penalty: 5085.758789
	Iteration 26Q: 3 clusters Score -3556585 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3556665.750000 Penalty: 5085.758789
	Iteration 27Q: 3 clusters Score -3556666 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -3556748.250000 Penalty: 5085.758789
	Iteration 28Q: 3 clusters Score -3556748 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3556839.750000 Penalty: 5085.758789
	Iteration 29Q: 3 clusters Score -3556840 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -3556933.000000 Penalty: 5085.758789
	Iteration 30Q: 3 clusters Score -3556933 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -3557017.250000 Penalty: 5085.758789
	Iteration 31Q: 3 clusters Score -3557017 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3557121.250000 Penalty: 5085.758789
	Iteration 32Q: 3 clusters Score -3557121 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -3557196.750000 Penalty: 5085.758789
	Iteration 33Q: 3 clusters Score -3557197 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -3557291.500000 Penalty: 5085.758789
	Iteration 34Q: 3 clusters Score -3557292 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -3557370.000000 Penalty: 5085.758789
	Iteration 35Q: 3 clusters Score -3557370 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -3557417.750000 Penalty: 5085.758789
	Iteration 36Q: 3 clusters Score -3557418 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3557473.250000 Penalty: 5085.758789
	Iteration 37Q: 3 clusters Score -3557473 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -3557520.750000 Penalty: 5085.758789
	Iteration 38Q: 3 clusters Score -3557521 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -3557589.000000 Penalty: 5085.758789
	Iteration 39Q: 3 clusters Score -3557589 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -3557631.750000 Penalty: 5085.758789
	Iteration 40F: 3 clusters Score -3557632 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3557672 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -3557709.750000 Penalty: 5085.758789
	Iteration 42Q: 3 clusters Score -3557710 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -3557768.750000 Penalty: 5085.758789
	Iteration 43Q: 3 clusters Score -3557769 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3557805.500000 Penalty: 5085.758789
	Iteration 44Q: 3 clusters Score -3557806 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3557831.500000 Penalty: 5085.758789
	Iteration 45Q: 3 clusters Score -3557832 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -3557864 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -3557890 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3557924 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3557949 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3557972 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -3557991.250000 Penalty: 5085.758789
	Iteration 51Q: 3 clusters Score -3557991 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -3558026.750000 Penalty: 5085.758789
	Iteration 52Q: 3 clusters Score -3558027 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3558055 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3558080 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3558086 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -3558108.000000 Penalty: 5085.758789
	Iteration 56Q: 3 clusters Score -3558108 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3558119.750000 Penalty: 5085.758789
	Iteration 57Q: 3 clusters Score -3558120 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3558133.500000 Penalty: 5085.758789
	Iteration 58Q: 3 clusters Score -3558134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -3558152.500000 Penalty: 5085.758789
	Iteration 59Q: 3 clusters Score -3558152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3558151.250000 Penalty: 5085.758789
	Iteration 60F: 3 clusters Score -3558151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3558170.250000 Penalty: 5085.758789
	Iteration 61Q: 3 clusters Score -3558170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -3558182.750000 Penalty: 5085.758789
	Iteration 62Q: 3 clusters Score -3558183 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -3558191.000000 Penalty: 5085.758789
	Iteration 63Q: 3 clusters Score -3558191 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -3558201.500000 Penalty: 5085.758789
	Iteration 64Q: 3 clusters Score -3558202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3558217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3558219 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3558235.750000 Penalty: 5085.758789
	Iteration 67Q: 3 clusters Score -3558236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3558247.000000 Penalty: 5085.758789
	Iteration 68Q: 3 clusters Score -3558247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3558250.000000 Penalty: 5085.758789
	Iteration 69Q: 3 clusters Score -3558250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -3558266.750000 Penalty: 5085.758789
	Iteration 70Q: 3 clusters Score -3558267 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -3558271.000000 Penalty: 5085.758789
	Iteration 71Q: 3 clusters Score -3558271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3558274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3558280.250000 Penalty: 5085.758789
	Iteration 73Q: 3 clusters Score -3558280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -3558281.250000 Penalty: 5085.758789
	Iteration 74Q: 3 clusters Score -3558281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3558288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3558283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3558286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -3558294.000000 Penalty: 5085.758789
	Iteration 78Q: 3 clusters Score -3558294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -3558297.500000 Penalty: 5085.758789
	Iteration 79Q: 3 clusters Score -3558298 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3558293.250000 Penalty: 5085.758789
	Iteration 80F: 3 clusters Score -3558293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3558295.250000 Penalty: 5085.758789
	Iteration 81Q: 3 clusters Score -3558295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3558301.250000 Penalty: 5085.758789
	Iteration 82Q: 3 clusters Score -3558301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3558308.000000 Penalty: 5085.758789
	Iteration 83Q: 3 clusters Score -3558308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3558317.500000 Penalty: 5085.758789
	Iteration 84Q: 3 clusters Score -3558318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -3558325.500000 Penalty: 5085.758789
	Iteration 85Q: 3 clusters Score -3558326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3558333.250000 Penalty: 5085.758789
	Iteration 86Q: 3 clusters Score -3558333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3558334.750000 Penalty: 5085.758789
	Iteration 87Q: 3 clusters Score -3558335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -3558335.250000 Penalty: 5085.758789
	Iteration 88Q: 3 clusters Score -3558335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3558334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3558328.500000 Penalty: 5085.758789
	Iteration 90Q: 3 clusters Score -3558328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -3558331.750000 Penalty: 5085.758789
	Iteration 91Q: 3 clusters Score -3558332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -3558336.000000 Penalty: 5085.758789
	Iteration 92Q: 3 clusters Score -3558336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -3558335.500000 Penalty: 5085.758789
	Iteration 93Q: 3 clusters Score -3558336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3558337.250000 Penalty: 5085.758789
	Iteration 94Q: 3 clusters Score -3558337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3558343.750000 Penalty: 5085.758789
	Iteration 95Q: 3 clusters Score -3558344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -3558339.250000 Penalty: 5085.758789
	Iteration 96Q: 3 clusters Score -3558339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3558338.000000 Penalty: 5085.758789
	Iteration 97Q: 3 clusters Score -3558338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3558339.000000 Penalty: 5085.758789
	Iteration 98Q: 3 clusters Score -3558339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3558344.500000 Penalty: 5085.758789
	Iteration 99Q: 3 clusters Score -3558344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3558346.750000 Penalty: 5085.758789
	Iteration 100F: 3 clusters Score -3558347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3558346.500000 Penalty: 5085.758789
	Iteration 101Q: 3 clusters Score -3558346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3558346.500000 Penalty: 5085.758789
	Iteration 102Q: 3 clusters Score -3558346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3558347.000000 Penalty: 5085.758789
	Iteration 103Q: 3 clusters Score -3558347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -3558350.250000 Penalty: 5085.758789
	Iteration 104Q: 3 clusters Score -3558350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3558351.250000 Penalty: 5085.758789
	Iteration 105Q: 3 clusters Score -3558351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -3558352.500000 Penalty: 5085.758789
	Iteration 106Q: 3 clusters Score -3558352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3558350.250000 Penalty: 5085.758789
	Iteration 107Q: 3 clusters Score -3558350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3558351.500000 Penalty: 5085.758789
	Iteration 108Q: 3 clusters Score -3558352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -3558347.000000 Penalty: 5085.758789
	Iteration 109Q: 3 clusters Score -3558347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -3558348.500000 Penalty: 5085.758789
	Iteration 110Q: 3 clusters Score -3558348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3558347.500000 Penalty: 5085.758789
	Iteration 111Q: 3 clusters Score -3558348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -3558346.750000 Penalty: 5085.758789
	Iteration 112Q: 3 clusters Score -3558347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3558345.250000 Penalty: 5085.758789
	Iteration 113Q: 3 clusters Score -3558345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -3558350.250000 Penalty: 5085.758789
	Iteration 114Q: 3 clusters Score -3558350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -3558346.250000 Penalty: 5085.758789
	Iteration 115Q: 3 clusters Score -3558346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -3558343.000000 Penalty: 5085.758789
	Iteration 116Q: 3 clusters Score -3558343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -3558342.500000 Penalty: 5085.758789
	Iteration 117Q: 3 clusters Score -3558342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -3558351.000000 Penalty: 5085.758789
	Iteration 118Q: 3 clusters Score -3558351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -3558345.500000 Penalty: 5085.758789
	Iteration 119Q: 3 clusters Score -3558346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -3558349.250000 Penalty: 5085.758789
	Iteration 120F: 3 clusters Score -3558349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -3558356.000000 Penalty: 5085.758789
	Iteration 121Q: 3 clusters Score -3558356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3558357.250000 Penalty: 5085.758789
	Iteration 122Q: 3 clusters Score -3558357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -3558357.500000 Penalty: 5085.758789
	Iteration 123Q: 3 clusters Score -3558358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3558354.000000 Penalty: 5085.758789
	Iteration 124Q: 3 clusters Score -3558354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3558354.000000 Penalty: 5085.758789
	Iteration 125Q: 3 clusters Score -3558354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -3558356.500000 Penalty: 5085.758789
	Iteration 126Q: 3 clusters Score -3558356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3558354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3558353.500000 Penalty: 5085.758789
	Iteration 128F: 3 clusters Score -3558354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9355 members 
Entering Unmasked Estep 
Score: -1319547.125000 Penalty: 2267.629150
	Iteration 0F: 2 clusters Score -1319547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1312280.375000 Penalty: 4535.258301
	Iteration 0F: 3 clusters Score -1312280 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1314287 nChanged 639
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1314580 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1314811.500000 Penalty: 4535.258301
	Iteration 3F: 3 clusters Score -1314812 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1315033.500000 Penalty: 4535.258301
	Iteration 4Q: 3 clusters Score -1315034 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1315262.375000 Penalty: 4535.258301
	Iteration 5Q: 3 clusters Score -1315262 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1315479.125000 Penalty: 4535.258301
	Iteration 6Q: 3 clusters Score -1315479 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1315670.625000 Penalty: 4535.258301
	Iteration 7Q: 3 clusters Score -1315671 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1315883.875000 Penalty: 4535.258301
	Iteration 8Q: 3 clusters Score -1315884 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1316106.000000 Penalty: 4535.258301
	Iteration 9Q: 3 clusters Score -1316106 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1316354.000000 Penalty: 4535.258301
	Iteration 10Q: 3 clusters Score -1316354 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1316609.750000 Penalty: 4535.258301
	Iteration 11Q: 3 clusters Score -1316610 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1316867.375000 Penalty: 4535.258301
	Iteration 12Q: 3 clusters Score -1316867 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1317109.000000 Penalty: 4535.258301
	Iteration 13Q: 3 clusters Score -1317109 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1317324.000000 Penalty: 4535.258301
	Iteration 14Q: 3 clusters Score -1317324 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1317459.250000 Penalty: 4535.258301
	Iteration 15Q: 3 clusters Score -1317459 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1317533.750000 Penalty: 4535.258301
	Iteration 16Q: 3 clusters Score -1317534 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1317584.250000 Penalty: 4535.258301
	Iteration 17Q: 3 clusters Score -1317584 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1317617.250000 Penalty: 4535.258301
	Iteration 18Q: 3 clusters Score -1317617 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1317637.250000 Penalty: 4535.258301
	Iteration 19Q: 3 clusters Score -1317637 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1317654.875000 Penalty: 4535.258301
	Iteration 20F: 3 clusters Score -1317655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1317669.125000 Penalty: 4535.258301
	Iteration 21Q: 3 clusters Score -1317669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1317681.500000 Penalty: 4535.258301
	Iteration 22Q: 3 clusters Score -1317682 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1317690.500000 Penalty: 4535.258301
	Iteration 23Q: 3 clusters Score -1317690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1317706.750000 Penalty: 4535.258301
	Iteration 24Q: 3 clusters Score -1317707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1317713.500000 Penalty: 4535.258301
	Iteration 25Q: 3 clusters Score -1317714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1317720.125000 Penalty: 4535.258301
	Iteration 26Q: 3 clusters Score -1317720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1317722.750000 Penalty: 4535.258301
	Iteration 27Q: 3 clusters Score -1317723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1317726.000000 Penalty: 4535.258301
	Iteration 28Q: 3 clusters Score -1317726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1317729.875000 Penalty: 4535.258301
	Iteration 29Q: 3 clusters Score -1317730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1317729.000000 Penalty: 4535.258301
	Iteration 30Q: 3 clusters Score -1317729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1317730.500000 Penalty: 4535.258301
	Iteration 31Q: 3 clusters Score -1317730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1317733.250000 Penalty: 4535.258301
	Iteration 32Q: 3 clusters Score -1317733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1317732.125000 Penalty: 4535.258301
	Iteration 33Q: 3 clusters Score -1317732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1317732.625000 Penalty: 4535.258301
	Iteration 34Q: 3 clusters Score -1317733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1317737.000000 Penalty: 4535.258301
	Iteration 35Q: 3 clusters Score -1317737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1317734.250000 Penalty: 4535.258301
	Iteration 36Q: 3 clusters Score -1317734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1317734.500000 Penalty: 4535.258301
	Iteration 37Q: 3 clusters Score -1317734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1317734.500000 Penalty: 4535.258301
	Iteration 38F: 3 clusters Score -1317734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Entering Unmasked Estep 
Score: -764202.812500 Penalty: 2145.237061
	Iteration 0F: 2 clusters Score -764202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -759254.500000 Penalty: 4290.474121
	Iteration 0F: 3 clusters Score -759254.5 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -760495.750000 Penalty: 4290.474121
	Iteration 1F: 3 clusters Score -760495.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -760776.312500 Penalty: 4290.474121
	Iteration 2F: 3 clusters Score -760776.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -761078.312500 Penalty: 4290.474121
	Iteration 3F: 3 clusters Score -761078.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -761318.937500 Penalty: 4290.474121
	Iteration 4F: 3 clusters Score -761318.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -761489.437500 Penalty: 4290.474121
	Iteration 5Q: 3 clusters Score -761489.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -761621.500000 Penalty: 4290.474121
	Iteration 6Q: 3 clusters Score -761621.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -761722.750000 Penalty: 4290.474121
	Iteration 7Q: 3 clusters Score -761722.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -761801.437500 Penalty: 4290.474121
	Iteration 8Q: 3 clusters Score -761801.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -761868.312500 Penalty: 4290.474121
	Iteration 9Q: 3 clusters Score -761868.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -761931.875000 Penalty: 4290.474121
	Iteration 10Q: 3 clusters Score -761931.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -761989.687500 Penalty: 4290.474121
	Iteration 11Q: 3 clusters Score -761989.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -762043.625000 Penalty: 4290.474121
	Iteration 12Q: 3 clusters Score -762043.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -762098.937500 Penalty: 4290.474121
	Iteration 13Q: 3 clusters Score -762098.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -762158.937500 Penalty: 4290.474121
	Iteration 14Q: 3 clusters Score -762158.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -762207.625000 Penalty: 4290.474121
	Iteration 15Q: 3 clusters Score -762207.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -762258.937500 Penalty: 4290.474121
	Iteration 16Q: 3 clusters Score -762258.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -762300.687500 Penalty: 4290.474121
	Iteration 17Q: 3 clusters Score -762300.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -762340.812500 Penalty: 4290.474121
	Iteration 18Q: 3 clusters Score -762340.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -762393.875000 Penalty: 4290.474121
	Iteration 19Q: 3 clusters Score -762393.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -762441.937500 Penalty: 4290.474121
	Iteration 20F: 3 clusters Score -762441.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -762481.562500 Penalty: 4290.474121
	Iteration 21Q: 3 clusters Score -762481.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -762524.562500 Penalty: 4290.474121
	Iteration 22Q: 3 clusters Score -762524.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -762564.375000 Penalty: 4290.474121
	Iteration 23Q: 3 clusters Score -762564.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -762596.937500 Penalty: 4290.474121
	Iteration 24Q: 3 clusters Score -762596.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -762613.125000 Penalty: 4290.474121
	Iteration 25Q: 3 clusters Score -762613.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -762628.187500 Penalty: 4290.474121
	Iteration 26Q: 3 clusters Score -762628.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -762639.687500 Penalty: 4290.474121
	Iteration 27Q: 3 clusters Score -762639.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -762649.812500 Penalty: 4290.474121
	Iteration 28Q: 3 clusters Score -762649.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -762660.187500 Penalty: 4290.474121
	Iteration 29Q: 3 clusters Score -762660.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -762670.187500 Penalty: 4290.474121
	Iteration 30Q: 3 clusters Score -762670.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -762691.562500 Penalty: 4290.474121
	Iteration 31Q: 3 clusters Score -762691.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -762705.625000 Penalty: 4290.474121
	Iteration 32Q: 3 clusters Score -762705.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -762723.750000 Penalty: 4290.474121
	Iteration 33Q: 3 clusters Score -762723.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -762737.250000 Penalty: 4290.474121
	Iteration 34Q: 3 clusters Score -762737.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -762754.750000 Penalty: 4290.474121
	Iteration 35Q: 3 clusters Score -762754.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -762771.875000 Penalty: 4290.474121
	Iteration 36Q: 3 clusters Score -762771.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -762792.125000 Penalty: 4290.474121
	Iteration 37Q: 3 clusters Score -762792.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -762808.875000 Penalty: 4290.474121
	Iteration 38Q: 3 clusters Score -762808.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -762823.312500 Penalty: 4290.474121
	Iteration 39Q: 3 clusters Score -762823.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -762844.250000 Penalty: 4290.474121
	Iteration 40F: 3 clusters Score -762844.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -762862.375000 Penalty: 4290.474121
	Iteration 41Q: 3 clusters Score -762862.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -762870.937500 Penalty: 4290.474121
	Iteration 42Q: 3 clusters Score -762870.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -762874.437500 Penalty: 4290.474121
	Iteration 43Q: 3 clusters Score -762874.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -762885.000000 Penalty: 4290.474121
	Iteration 44Q: 3 clusters Score -762885 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -762895.375000 Penalty: 4290.474121
	Iteration 45Q: 3 clusters Score -762895.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -762902.250000 Penalty: 4290.474121
	Iteration 46Q: 3 clusters Score -762902.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -762912.687500 Penalty: 4290.474121
	Iteration 47Q: 3 clusters Score -762912.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -762920.250000 Penalty: 4290.474121
	Iteration 48Q: 3 clusters Score -762920.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -762927.125000 Penalty: 4290.474121
	Iteration 49Q: 3 clusters Score -762927.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -762927.937500 Penalty: 4290.474121
	Iteration 50Q: 3 clusters Score -762927.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -762930.375000 Penalty: 4290.474121
	Iteration 51Q: 3 clusters Score -762930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -762931.875000 Penalty: 4290.474121
	Iteration 52Q: 3 clusters Score -762931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -762930.687500 Penalty: 4290.474121
	Iteration 53Q: 3 clusters Score -762930.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -762930.687500 Penalty: 4290.474121
	Iteration 54F: 3 clusters Score -762930.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (54292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Entering Unmasked Estep 
Score: -7536029.000000 Penalty: 2703.728760
	Iteration 0F: 2 clusters Score -7536029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -7499463.500000 Penalty: 5407.457520
	Iteration 0F: 3 clusters Score -7499464 nChanged 25101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -7513451.500000 Penalty: 5407.457520
	Iteration 1F: 3 clusters Score -7513452 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -7514072.000000 Penalty: 5407.457520
	Iteration 2Q: 3 clusters Score -7514072 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -7514770.500000 Penalty: 5407.457520
	Iteration 3Q: 3 clusters Score -7514770 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -7515760.500000 Penalty: 5407.457520
	Iteration 4Q: 3 clusters Score -7515760 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -7516992.000000 Penalty: 5407.457520
	Iteration 5Q: 3 clusters Score -7516992 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -7518947.000000 Penalty: 5407.457520
	Iteration 6F: 3 clusters Score -7518947 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40049 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -7521709.500000 Penalty: 5407.457520
	Iteration 7F: 3 clusters Score -7521710 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -7524924.000000 Penalty: 5407.457520
	Iteration 8F: 3 clusters Score -7524924 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47170 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -7528129.000000 Penalty: 5407.457520
	Iteration 9F: 3 clusters Score -7528129 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -7530545.000000 Penalty: 5407.457520
	Iteration 10Q: 3 clusters Score -7530545 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -7532202.500000 Penalty: 5407.457520
	Iteration 11Q: 3 clusters Score -7532202 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7532982.500000 Penalty: 5407.457520
	Iteration 12Q: 3 clusters Score -7532982 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52574 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7533441.500000 Penalty: 5407.457520
	Iteration 13Q: 3 clusters Score -7533442 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52771 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7533626.500000 Penalty: 5407.457520
	Iteration 14Q: 3 clusters Score -7533626 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52893 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -7533742.500000 Penalty: 5407.457520
	Iteration 15Q: 3 clusters Score -7533742 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7533816.500000 Penalty: 5407.457520
	Iteration 16Q: 3 clusters Score -7533816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7533854.000000 Penalty: 5407.457520
	Iteration 17Q: 3 clusters Score -7533854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7533856.000000 Penalty: 5407.457520
	Iteration 18Q: 3 clusters Score -7533856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -7533880.000000 Penalty: 5407.457520
	Iteration 19Q: 3 clusters Score -7533880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7533892.500000 Penalty: 5407.457520
	Iteration 20F: 3 clusters Score -7533892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7533909.000000 Penalty: 5407.457520
	Iteration 21Q: 3 clusters Score -7533909 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -7533927.500000 Penalty: 5407.457520
	Iteration 22Q: 3 clusters Score -7533928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7533920.500000 Penalty: 5407.457520
	Iteration 23Q: 3 clusters Score -7533920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -7533927.500000 Penalty: 5407.457520
	Iteration 24Q: 3 clusters Score -7533928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7533933.000000 Penalty: 5407.457520
	Iteration 25Q: 3 clusters Score -7533933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -7533941.500000 Penalty: 5407.457520
	Iteration 26Q: 3 clusters Score -7533942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7533947.000000 Penalty: 5407.457520
	Iteration 27Q: 3 clusters Score -7533947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -7533955.000000 Penalty: 5407.457520
	Iteration 28Q: 3 clusters Score -7533955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7533969.500000 Penalty: 5407.457520
	Iteration 29Q: 3 clusters Score -7533970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7533979.500000 Penalty: 5407.457520
	Iteration 30Q: 3 clusters Score -7533980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7533983.000000 Penalty: 5407.457520
	Iteration 31Q: 3 clusters Score -7533983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -7533984.000000 Penalty: 5407.457520
	Iteration 32Q: 3 clusters Score -7533984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -7533980.500000 Penalty: 5407.457520
	Iteration 33Q: 3 clusters Score -7533980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7533992.000000 Penalty: 5407.457520
	Iteration 34Q: 3 clusters Score -7533992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7533991.000000 Penalty: 5407.457520
	Iteration 35Q: 3 clusters Score -7533991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53256 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7533990.000000 Penalty: 5407.457520
	Iteration 36Q: 3 clusters Score -7533990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7533994.000000 Penalty: 5407.457520
	Iteration 37Q: 3 clusters Score -7533994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7533994.000000 Penalty: 5407.457520
	Iteration 38F: 3 clusters Score -7533994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Entering Unmasked Estep 
Score: -1043635.687500 Penalty: 2219.764404
	Iteration 0F: 2 clusters Score -1043636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1037394.125000 Penalty: 4439.528809
	Iteration 0F: 3 clusters Score -1037394 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1039047.312500 Penalty: 4439.528809
	Iteration 1F: 3 clusters Score -1039047 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1039304.875000 Penalty: 4439.528809
	Iteration 2F: 3 clusters Score -1039305 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1039486.687500 Penalty: 4439.528809
	Iteration 3F: 3 clusters Score -1039487 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1039613.062500 Penalty: 4439.528809
	Iteration 4Q: 3 clusters Score -1039613 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1039715.500000 Penalty: 4439.528809
	Iteration 5Q: 3 clusters Score -1039716 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1039798.562500 Penalty: 4439.528809
	Iteration 6Q: 3 clusters Score -1039799 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1039876.062500 Penalty: 4439.528809
	Iteration 7Q: 3 clusters Score -1039876 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1039949.187500 Penalty: 4439.528809
	Iteration 8Q: 3 clusters Score -1039949 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1040008.812500 Penalty: 4439.528809
	Iteration 9Q: 3 clusters Score -1040009 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1040095.062500 Penalty: 4439.528809
	Iteration 10Q: 3 clusters Score -1040095 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1040184.562500 Penalty: 4439.528809
	Iteration 11Q: 3 clusters Score -1040185 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1040265.937500 Penalty: 4439.528809
	Iteration 12Q: 3 clusters Score -1040266 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1040342.187500 Penalty: 4439.528809
	Iteration 13Q: 3 clusters Score -1040342 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1040428.437500 Penalty: 4439.528809
	Iteration 14Q: 3 clusters Score -1040428 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -1040508.875000 Penalty: 4439.528809
	Iteration 15Q: 3 clusters Score -1040509 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1040604.750000 Penalty: 4439.528809
	Iteration 16Q: 3 clusters Score -1040605 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1040691.125000 Penalty: 4439.528809
	Iteration 17Q: 3 clusters Score -1040691 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1040774.125000 Penalty: 4439.528809
	Iteration 18Q: 3 clusters Score -1040774 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1040865.187500 Penalty: 4439.528809
	Iteration 19Q: 3 clusters Score -1040865 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1040954.687500 Penalty: 4439.528809
	Iteration 20F: 3 clusters Score -1040955 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1041032.625000 Penalty: 4439.528809
	Iteration 21Q: 3 clusters Score -1041033 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1041110.187500 Penalty: 4439.528809
	Iteration 22Q: 3 clusters Score -1041110 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1041176.312500 Penalty: 4439.528809
	Iteration 23Q: 3 clusters Score -1041176 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1041236.625000 Penalty: 4439.528809
	Iteration 24Q: 3 clusters Score -1041237 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1041291.375000 Penalty: 4439.528809
	Iteration 25Q: 3 clusters Score -1041291 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1041345.062500 Penalty: 4439.528809
	Iteration 26Q: 3 clusters Score -1041345 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1041386.937500 Penalty: 4439.528809
	Iteration 27Q: 3 clusters Score -1041387 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1041419.687500 Penalty: 4439.528809
	Iteration 28Q: 3 clusters Score -1041420 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1041452.000000 Penalty: 4439.528809
	Iteration 29Q: 3 clusters Score -1041452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1041489.562500 Penalty: 4439.528809
	Iteration 30Q: 3 clusters Score -1041490 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1041521.062500 Penalty: 4439.528809
	Iteration 31Q: 3 clusters Score -1041521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1041551.250000 Penalty: 4439.528809
	Iteration 32Q: 3 clusters Score -1041551 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1041583.437500 Penalty: 4439.528809
	Iteration 33Q: 3 clusters Score -1041583 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1041610.437500 Penalty: 4439.528809
	Iteration 34Q: 3 clusters Score -1041610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1041623.312500 Penalty: 4439.528809
	Iteration 35Q: 3 clusters Score -1041623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1041634.062500 Penalty: 4439.528809
	Iteration 36Q: 3 clusters Score -1041634 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1041645.062500 Penalty: 4439.528809
	Iteration 37Q: 3 clusters Score -1041645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1041652.937500 Penalty: 4439.528809
	Iteration 38Q: 3 clusters Score -1041653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1041660.062500 Penalty: 4439.528809
	Iteration 39Q: 3 clusters Score -1041660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1041667.937500 Penalty: 4439.528809
	Iteration 40F: 3 clusters Score -1041668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1041669.562500 Penalty: 4439.528809
	Iteration 41Q: 3 clusters Score -1041670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1041672.687500 Penalty: 4439.528809
	Iteration 42Q: 3 clusters Score -1041673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1041674.562500 Penalty: 4439.528809
	Iteration 43Q: 3 clusters Score -1041675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1041675.375000 Penalty: 4439.528809
	Iteration 44Q: 3 clusters Score -1041675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1041676.187500 Penalty: 4439.528809
	Iteration 45Q: 3 clusters Score -1041676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1041679.875000 Penalty: 4439.528809
	Iteration 46Q: 3 clusters Score -1041680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1041680.625000 Penalty: 4439.528809
	Iteration 47Q: 3 clusters Score -1041681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1041682.875000 Penalty: 4439.528809
	Iteration 48Q: 3 clusters Score -1041683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1041686.000000 Penalty: 4439.528809
	Iteration 49Q: 3 clusters Score -1041686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1041687.937500 Penalty: 4439.528809
	Iteration 50Q: 3 clusters Score -1041688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1041691.937500 Penalty: 4439.528809
	Iteration 51Q: 3 clusters Score -1041692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1041694.625000 Penalty: 4439.528809
	Iteration 52Q: 3 clusters Score -1041695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1041697.187500 Penalty: 4439.528809
	Iteration 53Q: 3 clusters Score -1041697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1041698.562500 Penalty: 4439.528809
	Iteration 54Q: 3 clusters Score -1041699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1041701.687500 Penalty: 4439.528809
	Iteration 55Q: 3 clusters Score -1041702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1041707.625000 Penalty: 4439.528809
	Iteration 56Q: 3 clusters Score -1041708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1041715.500000 Penalty: 4439.528809
	Iteration 57Q: 3 clusters Score -1041716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1041718.500000 Penalty: 4439.528809
	Iteration 58Q: 3 clusters Score -1041718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1041724.812500 Penalty: 4439.528809
	Iteration 59Q: 3 clusters Score -1041725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1041731.812500 Penalty: 4439.528809
	Iteration 60F: 3 clusters Score -1041732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1041737.250000 Penalty: 4439.528809
	Iteration 61Q: 3 clusters Score -1041737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1041738.250000 Penalty: 4439.528809
	Iteration 62Q: 3 clusters Score -1041738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1041742.500000 Penalty: 4439.528809
	Iteration 63Q: 3 clusters Score -1041742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1041745.625000 Penalty: 4439.528809
	Iteration 64Q: 3 clusters Score -1041746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1041748.125000 Penalty: 4439.528809
	Iteration 65Q: 3 clusters Score -1041748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1041749.312500 Penalty: 4439.528809
	Iteration 66Q: 3 clusters Score -1041749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1041747.250000 Penalty: 4439.528809
	Iteration 67Q: 3 clusters Score -1041747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1041751.687500 Penalty: 4439.528809
	Iteration 68Q: 3 clusters Score -1041752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1041751.687500 Penalty: 4439.528809
	Iteration 69F: 3 clusters Score -1041752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (274058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274058 members 
Entering Unmasked Estep 
Score: -38264340.000000 Penalty: 3105.231689
	Iteration 0F: 2 clusters Score -3.826434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136735 members 
Mstep: Class 2 contains 137323 members 
Entering Unmasked Estep 
Score: -38109176.000000 Penalty: 6210.463379
	Iteration 0F: 3 clusters Score -3.810918e+07 nChanged 132715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129212 members 
Mstep: Class 2 contains 144846 members 
Entering Unmasked Estep 
Score: -38187924.000000 Penalty: 6210.463379
	Iteration 1F: 3 clusters Score -3.818792e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124399 members 
Mstep: Class 2 contains 149659 members 
Entering Unmasked Estep 
Score: -38189908.000000 Penalty: 6210.463379
	Iteration 2Q: 3 clusters Score -3.818991e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116824 members 
Mstep: Class 2 contains 157234 members 
Entering Unmasked Estep 
Score: -38193060.000000 Penalty: 6210.463379
	Iteration 3Q: 3 clusters Score -3.819306e+07 nChanged 13393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105217 members 
Mstep: Class 2 contains 168841 members 
Entering Unmasked Estep 
Score: -38198808.000000 Penalty: 6210.463379
	Iteration 4Q: 3 clusters Score -3.819881e+07 nChanged 17728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88877 members 
Mstep: Class 2 contains 185181 members 
Entering Unmasked Estep 
Score: -38209088.000000 Penalty: 6210.463379
	Iteration 5F: 3 clusters Score -3.820909e+07 nChanged 21819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 206056 members 
Entering Unmasked Estep 
Score: -38225256.000000 Penalty: 6210.463379
	Iteration 6F: 3 clusters Score -3.822526e+07 nChanged 23180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 228662 members 
Entering Unmasked Estep 
Score: -38244584.000000 Penalty: 6210.463379
	Iteration 7F: 3 clusters Score -3.824458e+07 nChanged 19948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 248428 members 
Entering Unmasked Estep 
Score: -38260144.000000 Penalty: 6210.463379
	Iteration 8F: 3 clusters Score -3.826014e+07 nChanged 14636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 263038 members 
Entering Unmasked Estep 
Score: -38264156.000000 Penalty: 6210.463379
	Iteration 9F: 3 clusters Score -3.826416e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 270339 members 
Entering Unmasked Estep 
Score: -38262516.000000 Penalty: 6210.463379
	Iteration 10Q: 3 clusters Score -3.826252e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 272900 members 
Entering Unmasked Estep 
Score: -38262004.000000 Penalty: 6210.463379
	Iteration 11Q: 3 clusters Score -3.8262e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 273579 members 
Entering Unmasked Estep 
Score: -38261784.000000 Penalty: 6210.463379
	Iteration 12Q: 3 clusters Score -3.826178e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 273725 members 
Entering Unmasked Estep 
Score: -38261704.000000 Penalty: 6210.463379
	Iteration 13Q: 3 clusters Score -3.82617e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 273769 members 
Entering Unmasked Estep 
Score: -38261692.000000 Penalty: 6210.463379
	Iteration 14Q: 3 clusters Score -3.826169e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 273786 members 
Entering Unmasked Estep 
Score: -38261732.000000 Penalty: 6210.463379
	Iteration 15Q: 3 clusters Score -3.826173e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 273794 members 
Entering Unmasked Estep 
Score: -38261736.000000 Penalty: 6210.463379
	Iteration 16Q: 3 clusters Score -3.826174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 273795 members 
Entering Unmasked Estep 
Score: -38261772.000000 Penalty: 6210.463379
	Iteration 17Q: 3 clusters Score -3.826177e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 273804 members 
Entering Unmasked Estep 
Score: -38261768.000000 Penalty: 6210.463379
	Iteration 18Q: 3 clusters Score -3.826177e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 273808 members 
Entering Unmasked Estep 
Score: -38261796.000000 Penalty: 6210.463379
	Iteration 19Q: 3 clusters Score -3.82618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 273810 members 
Entering Unmasked Estep 
Score: -38261784.000000 Penalty: 6210.463379
	Iteration 20F: 3 clusters Score -3.826178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 273811 members 
Entering Unmasked Estep 
Score: -38261800.000000 Penalty: 6210.463379
	Iteration 21Q: 3 clusters Score -3.82618e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 273810 members 
Entering Unmasked Estep 
Score: -38261820.000000 Penalty: 6210.463379
	Iteration 22Q: 3 clusters Score -3.826182e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 273811 members 
Entering Unmasked Estep 
Score: -38261820.000000 Penalty: 6210.463379
	Iteration 23Q: 3 clusters Score -3.826182e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 273814 members 
Entering Unmasked Estep 
Score: -38261812.000000 Penalty: 6210.463379
	Iteration 24Q: 3 clusters Score -3.826181e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 273816 members 
Entering Unmasked Estep 
Score: -38261836.000000 Penalty: 6210.463379
	Iteration 25Q: 3 clusters Score -3.826184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 273820 members 
Entering Unmasked Estep 
Score: -38261812.000000 Penalty: 6210.463379
	Iteration 26Q: 3 clusters Score -3.826181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 273818 members 
Entering Unmasked Estep 
Score: -38261840.000000 Penalty: 6210.463379
	Iteration 27Q: 3 clusters Score -3.826184e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 273819 members 
Entering Unmasked Estep 
Score: -38261820.000000 Penalty: 6210.463379
	Iteration 28Q: 3 clusters Score -3.826182e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 273819 members 
Entering Unmasked Estep 
Score: -38261820.000000 Penalty: 6210.463379
	Iteration 29F: 3 clusters Score -3.826182e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -27810.125000 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -27810.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26641.572266 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -26641.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26682.693359 Penalty: 2690.775146
	Iteration 1Q: 3 clusters Score -26682.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26702.099609 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -26702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26709.218750 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -26709.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26720.277344 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -26720.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26725.089844 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -26725.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26732.982422 Penalty: 2690.775146
	Iteration 6Q: 3 clusters Score -26732.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26734.958984 Penalty: 2690.775146
	Iteration 7Q: 3 clusters Score -26734.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26734.958984 Penalty: 2690.775146
	Iteration 8F: 3 clusters Score -26734.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65551 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94918 members 
Mstep: Class 9 contains 46163 members 
Mstep: Class 10 contains 99121 members 
Mstep: Class 11 contains 37224 members 
Mstep: Class 12 contains 11545 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44148 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31410 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28383 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 5711 members 
Mstep: Class 25 contains 54292 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274058 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227024.000000 Penalty: 95255.710938
Iteration 239Q: 29 clusters Score -1.22227e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65543 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94923 members 
Mstep: Class 9 contains 46166 members 
Mstep: Class 10 contains 99122 members 
Mstep: Class 11 contains 37222 members 
Mstep: Class 12 contains 11540 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44148 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31411 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28383 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54290 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274064 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226944.000000 Penalty: 95255.710938
Iteration 240F: 29 clusters Score -1.222269e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65536 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94923 members 
Mstep: Class 9 contains 46167 members 
Mstep: Class 10 contains 99121 members 
Mstep: Class 11 contains 37223 members 
Mstep: Class 12 contains 11542 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44147 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31411 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28382 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54290 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274070 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227008.000000 Penalty: 95255.710938
Iteration 241Q: 29 clusters Score -1.22227e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65530 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94920 members 
Mstep: Class 9 contains 46169 members 
Mstep: Class 10 contains 99118 members 
Mstep: Class 11 contains 37228 members 
Mstep: Class 12 contains 11542 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44147 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28381 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54293 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274072 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227016.000000 Penalty: 95255.710938
Iteration 242Q: 29 clusters Score -1.22227e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65523 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1400 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94921 members 
Mstep: Class 9 contains 46173 members 
Mstep: Class 10 contains 99117 members 
Mstep: Class 11 contains 37232 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44147 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28380 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54295 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274072 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226936.000000 Penalty: 95255.710938
Iteration 243Q: 29 clusters Score -1.222269e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65514 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94908 members 
Mstep: Class 9 contains 46178 members 
Mstep: Class 10 contains 99118 members 
Mstep: Class 11 contains 37234 members 
Mstep: Class 12 contains 11542 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44147 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28379 members 
Mstep: Class 23 contains 9355 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54299 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274083 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226944.000000 Penalty: 95255.710938
Iteration 244Q: 29 clusters Score -1.222269e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65502 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94898 members 
Mstep: Class 9 contains 46183 members 
Mstep: Class 10 contains 99119 members 
Mstep: Class 11 contains 37235 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44148 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28379 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54304 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274091 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226888.000000 Penalty: 95255.710938
Iteration 245Q: 29 clusters Score -1.222269e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65493 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94889 members 
Mstep: Class 9 contains 46185 members 
Mstep: Class 10 contains 99118 members 
Mstep: Class 11 contains 37238 members 
Mstep: Class 12 contains 11542 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31411 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28379 members 
Mstep: Class 23 contains 9356 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54309 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274099 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226848.000000 Penalty: 95255.710938
Iteration 246Q: 29 clusters Score -1.222268e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65486 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94874 members 
Mstep: Class 9 contains 46186 members 
Mstep: Class 10 contains 99117 members 
Mstep: Class 11 contains 37239 members 
Mstep: Class 12 contains 11542 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31411 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28378 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54311 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274118 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226856.000000 Penalty: 95255.710938
Iteration 247Q: 29 clusters Score -1.222269e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65473 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94870 members 
Mstep: Class 9 contains 46187 members 
Mstep: Class 10 contains 99119 members 
Mstep: Class 11 contains 37240 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31411 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28377 members 
Mstep: Class 23 contains 9358 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54314 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274129 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226824.000000 Penalty: 95255.710938
Iteration 248Q: 29 clusters Score -1.222268e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65452 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94873 members 
Mstep: Class 9 contains 46188 members 
Mstep: Class 10 contains 99119 members 
Mstep: Class 11 contains 37244 members 
Mstep: Class 12 contains 11540 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31411 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28377 members 
Mstep: Class 23 contains 9358 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54315 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274142 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226872.000000 Penalty: 95255.710938
Iteration 249Q: 29 clusters Score -1.222269e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65434 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94865 members 
Mstep: Class 9 contains 46189 members 
Mstep: Class 10 contains 99118 members 
Mstep: Class 11 contains 37247 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44151 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31411 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28378 members 
Mstep: Class 23 contains 9358 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54317 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274160 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226760.000000 Penalty: 95255.710938
Iteration 250Q: 29 clusters Score -1.222268e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65417 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94860 members 
Mstep: Class 9 contains 46188 members 
Mstep: Class 10 contains 99113 members 
Mstep: Class 11 contains 37250 members 
Mstep: Class 12 contains 11541 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44152 members 
Mstep: Class 15 contains 8255 members 
Mstep: Class 16 contains 22561 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28378 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54318 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274183 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226720.000000 Penalty: 95255.710938
Iteration 251Q: 29 clusters Score -1.222267e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65397 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94851 members 
Mstep: Class 9 contains 46191 members 
Mstep: Class 10 contains 99113 members 
Mstep: Class 11 contains 37256 members 
Mstep: Class 12 contains 11540 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44153 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22562 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28377 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54321 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274201 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226800.000000 Penalty: 95255.710938
Iteration 252Q: 29 clusters Score -1.222268e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65382 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94848 members 
Mstep: Class 9 contains 46191 members 
Mstep: Class 10 contains 99114 members 
Mstep: Class 11 contains 37263 members 
Mstep: Class 12 contains 11539 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44152 members 
Mstep: Class 15 contains 8253 members 
Mstep: Class 16 contains 22563 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28374 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54326 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274211 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226752.000000 Penalty: 95255.710938
Iteration 253Q: 29 clusters Score -1.222268e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65356 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94856 members 
Mstep: Class 9 contains 46193 members 
Mstep: Class 10 contains 99114 members 
Mstep: Class 11 contains 37269 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44152 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48199 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28373 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54332 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274213 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226752.000000 Penalty: 95255.710938
Iteration 254Q: 29 clusters Score -1.222268e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65332 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94861 members 
Mstep: Class 9 contains 46194 members 
Mstep: Class 10 contains 99111 members 
Mstep: Class 11 contains 37274 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44152 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48200 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28372 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54333 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274228 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226736.000000 Penalty: 95255.710938
Iteration 255Q: 29 clusters Score -1.222267e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65308 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94864 members 
Mstep: Class 9 contains 46195 members 
Mstep: Class 10 contains 99108 members 
Mstep: Class 11 contains 37275 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44152 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28371 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54334 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274248 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226696.000000 Penalty: 95255.710938
Iteration 256Q: 29 clusters Score -1.222267e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65282 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94861 members 
Mstep: Class 9 contains 46197 members 
Mstep: Class 10 contains 99107 members 
Mstep: Class 11 contains 37277 members 
Mstep: Class 12 contains 11539 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44151 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31412 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28369 members 
Mstep: Class 23 contains 9357 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54340 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274269 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226744.000000 Penalty: 95255.710938
Iteration 257Q: 29 clusters Score -1.222267e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65256 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94873 members 
Mstep: Class 9 contains 46201 members 
Mstep: Class 10 contains 99105 members 
Mstep: Class 11 contains 37278 members 
Mstep: Class 12 contains 11539 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44151 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31411 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28369 members 
Mstep: Class 23 contains 9358 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54342 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274278 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226824.000000 Penalty: 95255.710938
Iteration 258Q: 29 clusters Score -1.222268e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65239 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94870 members 
Mstep: Class 9 contains 46203 members 
Mstep: Class 10 contains 99103 members 
Mstep: Class 11 contains 37282 members 
Mstep: Class 12 contains 11538 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44153 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31409 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28367 members 
Mstep: Class 23 contains 9359 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54348 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274290 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226728.000000 Penalty: 95255.710938
Iteration 259Q: 29 clusters Score -1.222267e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65220 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94867 members 
Mstep: Class 9 contains 46207 members 
Mstep: Class 10 contains 99099 members 
Mstep: Class 11 contains 37285 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9023 members 
Mstep: Class 14 contains 44154 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31408 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28366 members 
Mstep: Class 23 contains 9361 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54353 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274304 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226680.000000 Penalty: 95255.710938
Iteration 260F: 29 clusters Score -1.222267e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65193 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94861 members 
Mstep: Class 9 contains 46213 members 
Mstep: Class 10 contains 99102 members 
Mstep: Class 11 contains 37288 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9022 members 
Mstep: Class 14 contains 44154 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31408 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28366 members 
Mstep: Class 23 contains 9368 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54357 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274315 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226752.000000 Penalty: 95255.710938
Iteration 261Q: 29 clusters Score -1.222268e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65169 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94865 members 
Mstep: Class 9 contains 46213 members 
Mstep: Class 10 contains 99103 members 
Mstep: Class 11 contains 37292 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44154 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31408 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28367 members 
Mstep: Class 23 contains 9371 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54359 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274325 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226736.000000 Penalty: 95255.710938
Iteration 262Q: 29 clusters Score -1.222267e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65155 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94862 members 
Mstep: Class 9 contains 46214 members 
Mstep: Class 10 contains 99105 members 
Mstep: Class 11 contains 37295 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44154 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31408 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28366 members 
Mstep: Class 23 contains 9371 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54360 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274336 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226848.000000 Penalty: 95255.710938
Iteration 263Q: 29 clusters Score -1.222268e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65142 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94866 members 
Mstep: Class 9 contains 46214 members 
Mstep: Class 10 contains 99104 members 
Mstep: Class 11 contains 37295 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44155 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31407 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28365 members 
Mstep: Class 23 contains 9372 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54360 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274346 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226816.000000 Penalty: 95255.710938
Iteration 264Q: 29 clusters Score -1.222268e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65127 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94867 members 
Mstep: Class 9 contains 46215 members 
Mstep: Class 10 contains 99104 members 
Mstep: Class 11 contains 37297 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44156 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31407 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28365 members 
Mstep: Class 23 contains 9372 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54363 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274355 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226776.000000 Penalty: 95255.710938
Iteration 265Q: 29 clusters Score -1.222268e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65114 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94862 members 
Mstep: Class 9 contains 46216 members 
Mstep: Class 10 contains 99107 members 
Mstep: Class 11 contains 37297 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44154 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31406 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28365 members 
Mstep: Class 23 contains 9372 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54368 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274368 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226736.000000 Penalty: 95255.710938
Iteration 266Q: 29 clusters Score -1.222267e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65102 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94860 members 
Mstep: Class 9 contains 46217 members 
Mstep: Class 10 contains 99109 members 
Mstep: Class 11 contains 37299 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44151 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31406 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28366 members 
Mstep: Class 23 contains 9372 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54369 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274377 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226736.000000 Penalty: 95255.710938
Iteration 267Q: 29 clusters Score -1.222267e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65095 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94853 members 
Mstep: Class 9 contains 46219 members 
Mstep: Class 10 contains 99109 members 
Mstep: Class 11 contains 37299 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31406 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28366 members 
Mstep: Class 23 contains 9372 members 
Mstep: Class 24 contains 5713 members 
Mstep: Class 25 contains 54371 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274388 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226712.000000 Penalty: 95255.710938
Iteration 268Q: 29 clusters Score -1.222267e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65090 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94843 members 
Mstep: Class 9 contains 46218 members 
Mstep: Class 10 contains 99110 members 
Mstep: Class 11 contains 37299 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31406 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28364 members 
Mstep: Class 23 contains 9372 members 
Mstep: Class 24 contains 5714 members 
Mstep: Class 25 contains 54371 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274404 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226680.000000 Penalty: 95255.710938
Iteration 269Q: 29 clusters Score -1.222267e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65079 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94847 members 
Mstep: Class 9 contains 46218 members 
Mstep: Class 10 contains 99110 members 
Mstep: Class 11 contains 37295 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31406 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28364 members 
Mstep: Class 23 contains 9372 members 
Mstep: Class 24 contains 5714 members 
Mstep: Class 25 contains 54372 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274414 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226736.000000 Penalty: 95255.710938
Iteration 270Q: 29 clusters Score -1.222267e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65070 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94844 members 
Mstep: Class 9 contains 46220 members 
Mstep: Class 10 contains 99113 members 
Mstep: Class 11 contains 37296 members 
Mstep: Class 12 contains 11533 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31406 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28364 members 
Mstep: Class 23 contains 9372 members 
Mstep: Class 24 contains 5714 members 
Mstep: Class 25 contains 54374 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274419 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226640.000000 Penalty: 95255.710938
Iteration 271Q: 29 clusters Score -1.222266e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65063 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94843 members 
Mstep: Class 9 contains 46221 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37297 members 
Mstep: Class 12 contains 11533 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31405 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 9372 members 
Mstep: Class 24 contains 5714 members 
Mstep: Class 25 contains 54378 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274420 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226616.000000 Penalty: 95255.710938
Iteration 272Q: 29 clusters Score -1.222266e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65050 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94850 members 
Mstep: Class 9 contains 46221 members 
Mstep: Class 10 contains 99117 members 
Mstep: Class 11 contains 37298 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31404 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 9372 members 
Mstep: Class 24 contains 5716 members 
Mstep: Class 25 contains 54383 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274416 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226632.000000 Penalty: 95255.710938
Iteration 273Q: 29 clusters Score -1.222266e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65039 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94852 members 
Mstep: Class 9 contains 46218 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37299 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31404 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 9373 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54388 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274421 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226568.000000 Penalty: 95255.710938
Iteration 274Q: 29 clusters Score -1.222266e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65034 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94849 members 
Mstep: Class 9 contains 46218 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37300 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31404 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 9374 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54390 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274426 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226568.000000 Penalty: 95255.710938
Iteration 275Q: 29 clusters Score -1.222266e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65032 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94846 members 
Mstep: Class 9 contains 46218 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37301 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31405 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54390 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274427 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226576.000000 Penalty: 95255.710938
Iteration 276Q: 29 clusters Score -1.222266e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65029 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94844 members 
Mstep: Class 9 contains 46218 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37301 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31405 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54390 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274432 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226584.000000 Penalty: 95255.710938
Iteration 277Q: 29 clusters Score -1.222266e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65027 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94843 members 
Mstep: Class 9 contains 46218 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37302 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31405 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54390 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274434 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226592.000000 Penalty: 95255.710938
Iteration 278Q: 29 clusters Score -1.222266e+08 nChanged 12
Entering ConstructFrom: 
Score: -122226592.000000 Penalty: 95255.710938
Entering ConstructFrom: 
Trying to split cluster 1 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -66228.703125 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -66228.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -64797.828125 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -64797.83 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65083.421875 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -65083.42 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -65190.152344 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -65190.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -65274.734375 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -65274.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -65342.187500 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -65342.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65409.246094 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -65409.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -65520.324219 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -65520.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -65618.140625 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -65618.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -65667.351562 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -65667.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -65696.226562 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -65696.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -65725.531250 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -65725.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -65756.781250 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -65756.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -65785.789062 Penalty: 3106.645508
	Iteration 12Q: 3 clusters Score -65785.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -65810.343750 Penalty: 3106.645508
	Iteration 13Q: 3 clusters Score -65810.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -65848.609375 Penalty: 3106.645508
	Iteration 14Q: 3 clusters Score -65848.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -65895.632812 Penalty: 3106.645508
	Iteration 15Q: 3 clusters Score -65895.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -65941.046875 Penalty: 3106.645508
	Iteration 16Q: 3 clusters Score -65941.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -65988.304688 Penalty: 3106.645508
	Iteration 17Q: 3 clusters Score -65988.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -65991.429688 Penalty: 3106.645508
	Iteration 18Q: 3 clusters Score -65991.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -65999.679688 Penalty: 3106.645508
	Iteration 19Q: 3 clusters Score -65999.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -66003.710938 Penalty: 3106.645508
	Iteration 20F: 3 clusters Score -66003.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65024 members 
Entering Unmasked Estep 
Score: -8609907.000000 Penalty: 2748.462891
	Iteration 0F: 2 clusters Score -8609907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -8566382.000000 Penalty: 5496.925781
	Iteration 0F: 3 clusters Score -8566382 nChanged 30231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -8583614.000000 Penalty: 5496.925781
	Iteration 1F: 3 clusters Score -8583614 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -8584443.000000 Penalty: 5496.925781
	Iteration 2Q: 3 clusters Score -8584443 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -8585229.000000 Penalty: 5496.925781
	Iteration 3Q: 3 clusters Score -8585229 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -8586006.000000 Penalty: 5496.925781
	Iteration 4Q: 3 clusters Score -8586006 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -8586995.000000 Penalty: 5496.925781
	Iteration 5Q: 3 clusters Score -8586995 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -8588061.000000 Penalty: 5496.925781
	Iteration 6Q: 3 clusters Score -8588061 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -8589267.000000 Penalty: 5496.925781
	Iteration 7Q: 3 clusters Score -8589267 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -8590919.000000 Penalty: 5496.925781
	Iteration 8Q: 3 clusters Score -8590919 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -8592959.000000 Penalty: 5496.925781
	Iteration 9Q: 3 clusters Score -8592959 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -8595310.000000 Penalty: 5496.925781
	Iteration 10F: 3 clusters Score -8595310 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -8597537.000000 Penalty: 5496.925781
	Iteration 11Q: 3 clusters Score -8597537 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -8599189.000000 Penalty: 5496.925781
	Iteration 12Q: 3 clusters Score -8599189 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -8600259.000000 Penalty: 5496.925781
	Iteration 13Q: 3 clusters Score -8600259 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -8601000.000000 Penalty: 5496.925781
	Iteration 14Q: 3 clusters Score -8601000 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -8601514.000000 Penalty: 5496.925781
	Iteration 15Q: 3 clusters Score -8601514 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49750 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -8602086.000000 Penalty: 5496.925781
	Iteration 16Q: 3 clusters Score -8602086 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50981 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -8602681.000000 Penalty: 5496.925781
	Iteration 17Q: 3 clusters Score -8602681 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52200 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -8603262.000000 Penalty: 5496.925781
	Iteration 18Q: 3 clusters Score -8603262 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -8603825.000000 Penalty: 5496.925781
	Iteration 19Q: 3 clusters Score -8603825 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -8604363.000000 Penalty: 5496.925781
	Iteration 20F: 3 clusters Score -8604363 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55597 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -8604892.000000 Penalty: 5496.925781
	Iteration 21Q: 3 clusters Score -8604892 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -8605323.000000 Penalty: 5496.925781
	Iteration 22Q: 3 clusters Score -8605323 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57354 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -8605761.000000 Penalty: 5496.925781
	Iteration 23Q: 3 clusters Score -8605761 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -8606135.000000 Penalty: 5496.925781
	Iteration 24Q: 3 clusters Score -8606135 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58833 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -8606477.000000 Penalty: 5496.925781
	Iteration 25Q: 3 clusters Score -8606477 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59461 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -8606687.000000 Penalty: 5496.925781
	Iteration 26Q: 3 clusters Score -8606687 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -8606954.000000 Penalty: 5496.925781
	Iteration 27Q: 3 clusters Score -8606954 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60486 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -8607150.000000 Penalty: 5496.925781
	Iteration 28Q: 3 clusters Score -8607150 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60875 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -8607280.000000 Penalty: 5496.925781
	Iteration 29Q: 3 clusters Score -8607280 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61192 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -8607417.000000 Penalty: 5496.925781
	Iteration 30Q: 3 clusters Score -8607417 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61485 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -8607498.000000 Penalty: 5496.925781
	Iteration 31Q: 3 clusters Score -8607498 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61731 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -8607608.000000 Penalty: 5496.925781
	Iteration 32Q: 3 clusters Score -8607608 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61953 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -8607685.000000 Penalty: 5496.925781
	Iteration 33Q: 3 clusters Score -8607685 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62131 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -8607758.000000 Penalty: 5496.925781
	Iteration 34Q: 3 clusters Score -8607758 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -8607827.000000 Penalty: 5496.925781
	Iteration 35Q: 3 clusters Score -8607827 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62455 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -8607882.000000 Penalty: 5496.925781
	Iteration 36Q: 3 clusters Score -8607882 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62566 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8607904.000000 Penalty: 5496.925781
	Iteration 37Q: 3 clusters Score -8607904 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62669 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8607951.000000 Penalty: 5496.925781
	Iteration 38Q: 3 clusters Score -8607951 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62771 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8607983.000000 Penalty: 5496.925781
	Iteration 39Q: 3 clusters Score -8607983 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8608015.000000 Penalty: 5496.925781
	Iteration 40F: 3 clusters Score -8608015 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62940 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8608052.000000 Penalty: 5496.925781
	Iteration 41Q: 3 clusters Score -8608052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -8608060.000000 Penalty: 5496.925781
	Iteration 42Q: 3 clusters Score -8608060 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63047 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8608078.000000 Penalty: 5496.925781
	Iteration 43Q: 3 clusters Score -8608078 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8608094.000000 Penalty: 5496.925781
	Iteration 44Q: 3 clusters Score -8608094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63138 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8608119.000000 Penalty: 5496.925781
	Iteration 45Q: 3 clusters Score -8608119 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63182 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8608136.000000 Penalty: 5496.925781
	Iteration 46Q: 3 clusters Score -8608136 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63225 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -8608148.000000 Penalty: 5496.925781
	Iteration 47Q: 3 clusters Score -8608148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63252 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8608174.000000 Penalty: 5496.925781
	Iteration 48Q: 3 clusters Score -8608174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8608190.000000 Penalty: 5496.925781
	Iteration 49Q: 3 clusters Score -8608190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63313 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8608190.000000 Penalty: 5496.925781
	Iteration 50Q: 3 clusters Score -8608190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63346 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8608209.000000 Penalty: 5496.925781
	Iteration 51Q: 3 clusters Score -8608209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63377 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8608225.000000 Penalty: 5496.925781
	Iteration 52Q: 3 clusters Score -8608225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63405 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8608239.000000 Penalty: 5496.925781
	Iteration 53Q: 3 clusters Score -8608239 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63437 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8608278.000000 Penalty: 5496.925781
	Iteration 54Q: 3 clusters Score -8608278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8608290.000000 Penalty: 5496.925781
	Iteration 55Q: 3 clusters Score -8608290 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63503 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8608294.000000 Penalty: 5496.925781
	Iteration 56Q: 3 clusters Score -8608294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63535 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8608315.000000 Penalty: 5496.925781
	Iteration 57Q: 3 clusters Score -8608315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8608331.000000 Penalty: 5496.925781
	Iteration 58Q: 3 clusters Score -8608331 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63597 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8608336.000000 Penalty: 5496.925781
	Iteration 59Q: 3 clusters Score -8608336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8608359.000000 Penalty: 5496.925781
	Iteration 60F: 3 clusters Score -8608359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63640 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8608355.000000 Penalty: 5496.925781
	Iteration 61Q: 3 clusters Score -8608355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8608384.000000 Penalty: 5496.925781
	Iteration 62Q: 3 clusters Score -8608384 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63679 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8608384.000000 Penalty: 5496.925781
	Iteration 63Q: 3 clusters Score -8608384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8608386.000000 Penalty: 5496.925781
	Iteration 64Q: 3 clusters Score -8608386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63701 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8608389.000000 Penalty: 5496.925781
	Iteration 65Q: 3 clusters Score -8608389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63716 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -8608407.000000 Penalty: 5496.925781
	Iteration 66Q: 3 clusters Score -8608407 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63728 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8608431.000000 Penalty: 5496.925781
	Iteration 67Q: 3 clusters Score -8608431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63744 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8608427.000000 Penalty: 5496.925781
	Iteration 68Q: 3 clusters Score -8608427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63753 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -8608425.000000 Penalty: 5496.925781
	Iteration 69Q: 3 clusters Score -8608425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8608449.000000 Penalty: 5496.925781
	Iteration 70Q: 3 clusters Score -8608449 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63776 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8608473.000000 Penalty: 5496.925781
	Iteration 71Q: 3 clusters Score -8608473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63788 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8608465.000000 Penalty: 5496.925781
	Iteration 72Q: 3 clusters Score -8608465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63798 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8608476.000000 Penalty: 5496.925781
	Iteration 73Q: 3 clusters Score -8608476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8608485.000000 Penalty: 5496.925781
	Iteration 74Q: 3 clusters Score -8608485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63802 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8608496.000000 Penalty: 5496.925781
	Iteration 75Q: 3 clusters Score -8608496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8608506.000000 Penalty: 5496.925781
	Iteration 76Q: 3 clusters Score -8608506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63803 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8608513.000000 Penalty: 5496.925781
	Iteration 77Q: 3 clusters Score -8608513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8608516.000000 Penalty: 5496.925781
	Iteration 78Q: 3 clusters Score -8608516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63804 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8608520.000000 Penalty: 5496.925781
	Iteration 79Q: 3 clusters Score -8608520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8608535.000000 Penalty: 5496.925781
	Iteration 80F: 3 clusters Score -8608535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63810 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8608539.000000 Penalty: 5496.925781
	Iteration 81Q: 3 clusters Score -8608539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63813 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8608542.000000 Penalty: 5496.925781
	Iteration 82Q: 3 clusters Score -8608542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63814 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8608545.000000 Penalty: 5496.925781
	Iteration 83Q: 3 clusters Score -8608545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8608544.000000 Penalty: 5496.925781
	Iteration 84Q: 3 clusters Score -8608544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63823 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8608546.000000 Penalty: 5496.925781
	Iteration 85Q: 3 clusters Score -8608546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8608544.000000 Penalty: 5496.925781
	Iteration 86Q: 3 clusters Score -8608544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63826 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8608539.000000 Penalty: 5496.925781
	Iteration 87Q: 3 clusters Score -8608539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63825 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8608542.000000 Penalty: 5496.925781
	Iteration 88Q: 3 clusters Score -8608542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8608543.000000 Penalty: 5496.925781
	Iteration 89Q: 3 clusters Score -8608543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63824 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8608543.000000 Penalty: 5496.925781
	Iteration 90F: 3 clusters Score -8608543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -98503.421875 Penalty: 1643.754272
	Iteration 0F: 2 clusters Score -98503.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96797.179688 Penalty: 3287.508545
	Iteration 0F: 3 clusters Score -96797.18 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -97058.218750 Penalty: 3287.508545
	Iteration 1F: 3 clusters Score -97058.22 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97298.070312 Penalty: 3287.508545
	Iteration 2F: 3 clusters Score -97298.07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97624.554688 Penalty: 3287.508545
	Iteration 3F: 3 clusters Score -97624.55 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -98011.382812 Penalty: 3287.508545
	Iteration 4F: 3 clusters Score -98011.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -98397.468750 Penalty: 3287.508545
	Iteration 5F: 3 clusters Score -98397.47 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -98714.359375 Penalty: 3287.508545
	Iteration 6F: 3 clusters Score -98714.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -98785.414062 Penalty: 3287.508545
	Iteration 7Q: 3 clusters Score -98785.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -98869.679688 Penalty: 3287.508545
	Iteration 8Q: 3 clusters Score -98869.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -98912.203125 Penalty: 3287.508545
	Iteration 9Q: 3 clusters Score -98912.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -98985.273438 Penalty: 3287.508545
	Iteration 10Q: 3 clusters Score -98985.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -99011.046875 Penalty: 3287.508545
	Iteration 11Q: 3 clusters Score -99011.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -99020.773438 Penalty: 3287.508545
	Iteration 12Q: 3 clusters Score -99020.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -99020.773438 Penalty: 3287.508545
	Iteration 13F: 3 clusters Score -99020.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65024 members 
Mstep: Class 3 contains 655 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94838 members 
Mstep: Class 9 contains 46218 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37302 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31405 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54389 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274443 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 101 members 
Entering Unmasked Estep 
Score: -122225376.000000 Penalty: 98657.695312
Splitting cluster 3 changes total score from -122226592.000000 to -122225376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -63031.097656 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -63031.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61573.019531 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -61573.02 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61763.449219 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -61763.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -61829.574219 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -61829.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61884.605469 Penalty: 3072.425049
	Iteration 3Q: 3 clusters Score -61884.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -61992.742188 Penalty: 3072.425049
	Iteration 4F: 3 clusters Score -61992.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62168.398438 Penalty: 3072.425049
	Iteration 5F: 3 clusters Score -62168.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62320.218750 Penalty: 3072.425049
	Iteration 6F: 3 clusters Score -62320.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -62556.128906 Penalty: 3072.425049
	Iteration 7F: 3 clusters Score -62556.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -62779.175781 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -62779.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62847.074219 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -62847.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -62873.261719 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -62873.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -62883.082031 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -62883.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -62888.890625 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -62888.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62896.832031 Penalty: 3072.425049
	Iteration 13Q: 3 clusters Score -62896.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -62905.343750 Penalty: 3072.425049
	Iteration 14Q: 3 clusters Score -62905.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62910.234375 Penalty: 3072.425049
	Iteration 15Q: 3 clusters Score -62910.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -62910.234375 Penalty: 3072.425049
	Iteration 16F: 3 clusters Score -62910.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -62797.566406 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -62797.57 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 257 members 
Entering Unmasked Estep 
Score: -61372.750000 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61372.75 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -61785.140625 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -61785.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -61958.617188 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -61958.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -62152.144531 Penalty: 3116.930664
	Iteration 3F: 3 clusters Score -62152.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -62370.511719 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -62370.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -62493.210938 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -62493.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -62573.417969 Penalty: 3116.930664
	Iteration 6Q: 3 clusters Score -62573.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62627.304688 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -62627.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -62674.804688 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -62674.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -62742.406250 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -62742.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -62809.742188 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -62809.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62874.449219 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -62874.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -62880.175781 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -62880.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -62893.070312 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -62893.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -62899.187500 Penalty: 3116.930664
	Iteration 14Q: 3 clusters Score -62899.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62903.332031 Penalty: 3116.930664
	Iteration 15Q: 3 clusters Score -62903.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62904.468750 Penalty: 3116.930664
	Iteration 16Q: 3 clusters Score -62904.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -62904.468750 Penalty: 3116.930664
	Iteration 17F: 3 clusters Score -62904.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65024 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 187 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94838 members 
Mstep: Class 9 contains 46218 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37302 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31405 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54389 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274443 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 349 members 
Entering Unmasked Estep 
Score: -122224760.000000 Penalty: 98657.695312
Splitting cluster 5 changes total score from -122226592.000000 to -122224760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -172557.812500 Penalty: 1796.036499
	Iteration 0F: 2 clusters Score -172557.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -170415.046875 Penalty: 3592.072998
	Iteration 0F: 3 clusters Score -170415 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -170912.515625 Penalty: 3592.072998
	Iteration 1F: 3 clusters Score -170912.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -171085.421875 Penalty: 3592.072998
	Iteration 2F: 3 clusters Score -171085.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -171225.062500 Penalty: 3592.072998
	Iteration 3F: 3 clusters Score -171225.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -171330.828125 Penalty: 3592.072998
	Iteration 4F: 3 clusters Score -171330.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -171443.484375 Penalty: 3592.072998
	Iteration 5Q: 3 clusters Score -171443.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -171616.671875 Penalty: 3592.072998
	Iteration 6Q: 3 clusters Score -171616.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -171721.781250 Penalty: 3592.072998
	Iteration 7F: 3 clusters Score -171721.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -171836.359375 Penalty: 3592.072998
	Iteration 8Q: 3 clusters Score -171836.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -171928.781250 Penalty: 3592.072998
	Iteration 9Q: 3 clusters Score -171928.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -172087.453125 Penalty: 3592.072998
	Iteration 10Q: 3 clusters Score -172087.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -172155.000000 Penalty: 3592.072998
	Iteration 11Q: 3 clusters Score -172155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -172203.453125 Penalty: 3592.072998
	Iteration 12Q: 3 clusters Score -172203.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -172218.515625 Penalty: 3592.072998
	Iteration 13Q: 3 clusters Score -172218.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -172229.109375 Penalty: 3592.072998
	Iteration 14Q: 3 clusters Score -172229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -172233.265625 Penalty: 3592.072998
	Iteration 15Q: 3 clusters Score -172233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -172234.609375 Penalty: 3592.072998
	Iteration 16Q: 3 clusters Score -172234.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -172234.609375 Penalty: 3592.072998
	Iteration 17F: 3 clusters Score -172234.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -74544.421875 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -74544.42 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 307 members 
Entering Unmasked Estep 
Score: -72985.187500 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -72985.19 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73319.718750 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -73319.72 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -73685.757812 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -73685.76 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -74306.851562 Penalty: 3157.769287
	Iteration 3F: 3 clusters Score -74306.85 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -75202.414062 Penalty: 3157.769287
	Iteration 4F: 3 clusters Score -75202.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -75692.195312 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -75692.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -75765.742188 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -75765.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -75776.585938 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -75776.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -75776.585938 Penalty: 3157.769287
	Iteration 8F: 3 clusters Score -75776.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65024 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 80 members 
Mstep: Class 8 contains 94838 members 
Mstep: Class 9 contains 46218 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37302 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31405 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54389 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274443 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 502 members 
Entering Unmasked Estep 
Score: -122225816.000000 Penalty: 98657.695312
Splitting cluster 7 changes total score from -122226592.000000 to -122225816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (94838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94838 members 
Entering Unmasked Estep 
Score: -13152120.000000 Penalty: 2842.061523
	Iteration 0F: 2 clusters Score -1.315212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47343 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -13088493.000000 Penalty: 5684.123047
	Iteration 0F: 3 clusters Score -1.308849e+07 nChanged 44994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -13114587.000000 Penalty: 5684.123047
	Iteration 1F: 3 clusters Score -1.311459e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -13115655.000000 Penalty: 5684.123047
	Iteration 2Q: 3 clusters Score -1.311566e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -13116678.000000 Penalty: 5684.123047
	Iteration 3Q: 3 clusters Score -1.311668e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -13117706.000000 Penalty: 5684.123047
	Iteration 4Q: 3 clusters Score -1.311771e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 50047 members 
Entering Unmasked Estep 
Score: -13118913.000000 Penalty: 5684.123047
	Iteration 5Q: 3 clusters Score -1.311891e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -13120517.000000 Penalty: 5684.123047
	Iteration 6Q: 3 clusters Score -1.312052e+07 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -13122268.000000 Penalty: 5684.123047
	Iteration 7Q: 3 clusters Score -1.312227e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -13124637.000000 Penalty: 5684.123047
	Iteration 8Q: 3 clusters Score -1.312464e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -13127913.000000 Penalty: 5684.123047
	Iteration 9F: 3 clusters Score -1.312791e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -13132118.000000 Penalty: 5684.123047
	Iteration 10F: 3 clusters Score -1.313212e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 67414 members 
Entering Unmasked Estep 
Score: -13136500.000000 Penalty: 5684.123047
	Iteration 11F: 3 clusters Score -1.31365e+07 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 70283 members 
Entering Unmasked Estep 
Score: -13140198.000000 Penalty: 5684.123047
	Iteration 12Q: 3 clusters Score -1.31402e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -13142871.000000 Penalty: 5684.123047
	Iteration 13Q: 3 clusters Score -1.314287e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 73928 members 
Entering Unmasked Estep 
Score: -13144649.000000 Penalty: 5684.123047
	Iteration 14Q: 3 clusters Score -1.314465e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 75174 members 
Entering Unmasked Estep 
Score: -13145907.000000 Penalty: 5684.123047
	Iteration 15Q: 3 clusters Score -1.314591e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -13146635.000000 Penalty: 5684.123047
	Iteration 16Q: 3 clusters Score -1.314664e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 76864 members 
Entering Unmasked Estep 
Score: -13147138.000000 Penalty: 5684.123047
	Iteration 17Q: 3 clusters Score -1.314714e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 77457 members 
Entering Unmasked Estep 
Score: -13147467.000000 Penalty: 5684.123047
	Iteration 18Q: 3 clusters Score -1.314747e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -13147687.000000 Penalty: 5684.123047
	Iteration 19Q: 3 clusters Score -1.314769e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 78373 members 
Entering Unmasked Estep 
Score: -13147678.000000 Penalty: 5684.123047
	Iteration 20F: 3 clusters Score -1.314768e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -13147754.000000 Penalty: 5684.123047
	Iteration 21Q: 3 clusters Score -1.314775e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 79035 members 
Entering Unmasked Estep 
Score: -13147826.000000 Penalty: 5684.123047
	Iteration 22Q: 3 clusters Score -1.314783e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 79302 members 
Entering Unmasked Estep 
Score: -13147871.000000 Penalty: 5684.123047
	Iteration 23Q: 3 clusters Score -1.314787e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 79535 members 
Entering Unmasked Estep 
Score: -13147876.000000 Penalty: 5684.123047
	Iteration 24Q: 3 clusters Score -1.314788e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 79736 members 
Entering Unmasked Estep 
Score: -13147898.000000 Penalty: 5684.123047
	Iteration 25Q: 3 clusters Score -1.31479e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -13147926.000000 Penalty: 5684.123047
	Iteration 26Q: 3 clusters Score -1.314793e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 80094 members 
Entering Unmasked Estep 
Score: -13147957.000000 Penalty: 5684.123047
	Iteration 27Q: 3 clusters Score -1.314796e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -13147949.000000 Penalty: 5684.123047
	Iteration 28Q: 3 clusters Score -1.314795e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 80419 members 
Entering Unmasked Estep 
Score: -13147990.000000 Penalty: 5684.123047
	Iteration 29Q: 3 clusters Score -1.314799e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 80546 members 
Entering Unmasked Estep 
Score: -13147995.000000 Penalty: 5684.123047
	Iteration 30Q: 3 clusters Score -1.3148e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 80674 members 
Entering Unmasked Estep 
Score: -13147994.000000 Penalty: 5684.123047
	Iteration 31Q: 3 clusters Score -1.314799e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -13147991.000000 Penalty: 5684.123047
	Iteration 32Q: 3 clusters Score -1.314799e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -13148006.000000 Penalty: 5684.123047
	Iteration 33Q: 3 clusters Score -1.314801e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 81002 members 
Entering Unmasked Estep 
Score: -13148020.000000 Penalty: 5684.123047
	Iteration 34Q: 3 clusters Score -1.314802e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 81098 members 
Entering Unmasked Estep 
Score: -13148036.000000 Penalty: 5684.123047
	Iteration 35Q: 3 clusters Score -1.314804e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 81184 members 
Entering Unmasked Estep 
Score: -13148065.000000 Penalty: 5684.123047
	Iteration 36Q: 3 clusters Score -1.314806e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -13148075.000000 Penalty: 5684.123047
	Iteration 37Q: 3 clusters Score -1.314808e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -13148055.000000 Penalty: 5684.123047
	Iteration 38Q: 3 clusters Score -1.314806e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 81458 members 
Entering Unmasked Estep 
Score: -13148065.000000 Penalty: 5684.123047
	Iteration 39Q: 3 clusters Score -1.314806e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 81529 members 
Entering Unmasked Estep 
Score: -13148107.000000 Penalty: 5684.123047
	Iteration 40F: 3 clusters Score -1.314811e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -13148097.000000 Penalty: 5684.123047
	Iteration 41Q: 3 clusters Score -1.31481e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 81682 members 
Entering Unmasked Estep 
Score: -13148103.000000 Penalty: 5684.123047
	Iteration 42Q: 3 clusters Score -1.31481e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 81770 members 
Entering Unmasked Estep 
Score: -13148125.000000 Penalty: 5684.123047
	Iteration 43Q: 3 clusters Score -1.314812e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -13148141.000000 Penalty: 5684.123047
	Iteration 44Q: 3 clusters Score -1.314814e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 81934 members 
Entering Unmasked Estep 
Score: -13148149.000000 Penalty: 5684.123047
	Iteration 45Q: 3 clusters Score -1.314815e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 82012 members 
Entering Unmasked Estep 
Score: -13148148.000000 Penalty: 5684.123047
	Iteration 46Q: 3 clusters Score -1.314815e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 82083 members 
Entering Unmasked Estep 
Score: -13148150.000000 Penalty: 5684.123047
	Iteration 47Q: 3 clusters Score -1.314815e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 82150 members 
Entering Unmasked Estep 
Score: -13148142.000000 Penalty: 5684.123047
	Iteration 48Q: 3 clusters Score -1.314814e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 82206 members 
Entering Unmasked Estep 
Score: -13148166.000000 Penalty: 5684.123047
	Iteration 49Q: 3 clusters Score -1.314817e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 82269 members 
Entering Unmasked Estep 
Score: -13148167.000000 Penalty: 5684.123047
	Iteration 50Q: 3 clusters Score -1.314817e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -13148182.000000 Penalty: 5684.123047
	Iteration 51Q: 3 clusters Score -1.314818e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -13148167.000000 Penalty: 5684.123047
	Iteration 52Q: 3 clusters Score -1.314817e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 82543 members 
Entering Unmasked Estep 
Score: -13148163.000000 Penalty: 5684.123047
	Iteration 53Q: 3 clusters Score -1.314816e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 82645 members 
Entering Unmasked Estep 
Score: -13148174.000000 Penalty: 5684.123047
	Iteration 54Q: 3 clusters Score -1.314817e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 82751 members 
Entering Unmasked Estep 
Score: -13148167.000000 Penalty: 5684.123047
	Iteration 55Q: 3 clusters Score -1.314817e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 82845 members 
Entering Unmasked Estep 
Score: -13148178.000000 Penalty: 5684.123047
	Iteration 56Q: 3 clusters Score -1.314818e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 82938 members 
Entering Unmasked Estep 
Score: -13148189.000000 Penalty: 5684.123047
	Iteration 57Q: 3 clusters Score -1.314819e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 83040 members 
Entering Unmasked Estep 
Score: -13148207.000000 Penalty: 5684.123047
	Iteration 58Q: 3 clusters Score -1.314821e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -13148209.000000 Penalty: 5684.123047
	Iteration 59Q: 3 clusters Score -1.314821e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -13148203.000000 Penalty: 5684.123047
	Iteration 60F: 3 clusters Score -1.31482e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 83343 members 
Entering Unmasked Estep 
Score: -13148216.000000 Penalty: 5684.123047
	Iteration 61Q: 3 clusters Score -1.314822e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 83439 members 
Entering Unmasked Estep 
Score: -13148240.000000 Penalty: 5684.123047
	Iteration 62Q: 3 clusters Score -1.314824e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 83528 members 
Entering Unmasked Estep 
Score: -13148246.000000 Penalty: 5684.123047
	Iteration 63Q: 3 clusters Score -1.314825e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 83624 members 
Entering Unmasked Estep 
Score: -13148197.000000 Penalty: 5684.123047
	Iteration 64Q: 3 clusters Score -1.31482e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 83700 members 
Entering Unmasked Estep 
Score: -13148229.000000 Penalty: 5684.123047
	Iteration 65Q: 3 clusters Score -1.314823e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 83772 members 
Entering Unmasked Estep 
Score: -13148240.000000 Penalty: 5684.123047
	Iteration 66Q: 3 clusters Score -1.314824e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 83849 members 
Entering Unmasked Estep 
Score: -13148245.000000 Penalty: 5684.123047
	Iteration 67Q: 3 clusters Score -1.314824e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 83925 members 
Entering Unmasked Estep 
Score: -13148266.000000 Penalty: 5684.123047
	Iteration 68Q: 3 clusters Score -1.314827e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 84004 members 
Entering Unmasked Estep 
Score: -13148256.000000 Penalty: 5684.123047
	Iteration 69Q: 3 clusters Score -1.314826e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 84080 members 
Entering Unmasked Estep 
Score: -13148265.000000 Penalty: 5684.123047
	Iteration 70Q: 3 clusters Score -1.314826e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 84152 members 
Entering Unmasked Estep 
Score: -13148280.000000 Penalty: 5684.123047
	Iteration 71Q: 3 clusters Score -1.314828e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 84230 members 
Entering Unmasked Estep 
Score: -13148278.000000 Penalty: 5684.123047
	Iteration 72Q: 3 clusters Score -1.314828e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 84311 members 
Entering Unmasked Estep 
Score: -13148308.000000 Penalty: 5684.123047
	Iteration 73Q: 3 clusters Score -1.314831e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 84389 members 
Entering Unmasked Estep 
Score: -13148304.000000 Penalty: 5684.123047
	Iteration 74Q: 3 clusters Score -1.31483e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -13148322.000000 Penalty: 5684.123047
	Iteration 75Q: 3 clusters Score -1.314832e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 84556 members 
Entering Unmasked Estep 
Score: -13148326.000000 Penalty: 5684.123047
	Iteration 76Q: 3 clusters Score -1.314833e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -13148317.000000 Penalty: 5684.123047
	Iteration 77Q: 3 clusters Score -1.314832e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 84727 members 
Entering Unmasked Estep 
Score: -13148349.000000 Penalty: 5684.123047
	Iteration 78Q: 3 clusters Score -1.314835e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -13148356.000000 Penalty: 5684.123047
	Iteration 79Q: 3 clusters Score -1.314836e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 84877 members 
Entering Unmasked Estep 
Score: -13148354.000000 Penalty: 5684.123047
	Iteration 80F: 3 clusters Score -1.314835e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 84936 members 
Entering Unmasked Estep 
Score: -13148366.000000 Penalty: 5684.123047
	Iteration 81Q: 3 clusters Score -1.314837e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 84989 members 
Entering Unmasked Estep 
Score: -13148372.000000 Penalty: 5684.123047
	Iteration 82Q: 3 clusters Score -1.314837e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 85039 members 
Entering Unmasked Estep 
Score: -13148380.000000 Penalty: 5684.123047
	Iteration 83Q: 3 clusters Score -1.314838e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 85095 members 
Entering Unmasked Estep 
Score: -13148386.000000 Penalty: 5684.123047
	Iteration 84Q: 3 clusters Score -1.314839e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 85148 members 
Entering Unmasked Estep 
Score: -13148399.000000 Penalty: 5684.123047
	Iteration 85Q: 3 clusters Score -1.31484e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 85214 members 
Entering Unmasked Estep 
Score: -13148406.000000 Penalty: 5684.123047
	Iteration 86Q: 3 clusters Score -1.314841e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 85287 members 
Entering Unmasked Estep 
Score: -13148398.000000 Penalty: 5684.123047
	Iteration 87Q: 3 clusters Score -1.31484e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 85371 members 
Entering Unmasked Estep 
Score: -13148398.000000 Penalty: 5684.123047
	Iteration 88Q: 3 clusters Score -1.31484e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 85449 members 
Entering Unmasked Estep 
Score: -13148444.000000 Penalty: 5684.123047
	Iteration 89Q: 3 clusters Score -1.314844e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 85523 members 
Entering Unmasked Estep 
Score: -13148437.000000 Penalty: 5684.123047
	Iteration 90Q: 3 clusters Score -1.314844e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 85615 members 
Entering Unmasked Estep 
Score: -13148438.000000 Penalty: 5684.123047
	Iteration 91Q: 3 clusters Score -1.314844e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 85715 members 
Entering Unmasked Estep 
Score: -13148437.000000 Penalty: 5684.123047
	Iteration 92Q: 3 clusters Score -1.314844e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -13148450.000000 Penalty: 5684.123047
	Iteration 93Q: 3 clusters Score -1.314845e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 85929 members 
Entering Unmasked Estep 
Score: -13148445.000000 Penalty: 5684.123047
	Iteration 94Q: 3 clusters Score -1.314844e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 86047 members 
Entering Unmasked Estep 
Score: -13148472.000000 Penalty: 5684.123047
	Iteration 95Q: 3 clusters Score -1.314847e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 86173 members 
Entering Unmasked Estep 
Score: -13148473.000000 Penalty: 5684.123047
	Iteration 96Q: 3 clusters Score -1.314847e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 86286 members 
Entering Unmasked Estep 
Score: -13148501.000000 Penalty: 5684.123047
	Iteration 97Q: 3 clusters Score -1.31485e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -13148513.000000 Penalty: 5684.123047
	Iteration 98Q: 3 clusters Score -1.314851e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 86520 members 
Entering Unmasked Estep 
Score: -13148473.000000 Penalty: 5684.123047
	Iteration 99Q: 3 clusters Score -1.314847e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 86650 members 
Entering Unmasked Estep 
Score: -13148517.000000 Penalty: 5684.123047
	Iteration 100F: 3 clusters Score -1.314852e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 86779 members 
Entering Unmasked Estep 
Score: -13148537.000000 Penalty: 5684.123047
	Iteration 101Q: 3 clusters Score -1.314854e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 86926 members 
Entering Unmasked Estep 
Score: -13148549.000000 Penalty: 5684.123047
	Iteration 102Q: 3 clusters Score -1.314855e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 87069 members 
Entering Unmasked Estep 
Score: -13148554.000000 Penalty: 5684.123047
	Iteration 103Q: 3 clusters Score -1.314855e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 87238 members 
Entering Unmasked Estep 
Score: -13148571.000000 Penalty: 5684.123047
	Iteration 104Q: 3 clusters Score -1.314857e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
Score: -13148581.000000 Penalty: 5684.123047
	Iteration 105Q: 3 clusters Score -1.314858e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -13148594.000000 Penalty: 5684.123047
	Iteration 106Q: 3 clusters Score -1.314859e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -13148641.000000 Penalty: 5684.123047
	Iteration 107Q: 3 clusters Score -1.314864e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 87919 members 
Entering Unmasked Estep 
Score: -13148674.000000 Penalty: 5684.123047
	Iteration 108Q: 3 clusters Score -1.314867e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 88099 members 
Entering Unmasked Estep 
Score: -13148665.000000 Penalty: 5684.123047
	Iteration 109Q: 3 clusters Score -1.314866e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 88282 members 
Entering Unmasked Estep 
Score: -13148719.000000 Penalty: 5684.123047
	Iteration 110Q: 3 clusters Score -1.314872e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
Score: -13148741.000000 Penalty: 5684.123047
	Iteration 111Q: 3 clusters Score -1.314874e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 88663 members 
Entering Unmasked Estep 
Score: -13148784.000000 Penalty: 5684.123047
	Iteration 112Q: 3 clusters Score -1.314878e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 88881 members 
Entering Unmasked Estep 
Score: -13148852.000000 Penalty: 5684.123047
	Iteration 113Q: 3 clusters Score -1.314885e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 89077 members 
Entering Unmasked Estep 
Score: -13148883.000000 Penalty: 5684.123047
	Iteration 114Q: 3 clusters Score -1.314888e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 89268 members 
Entering Unmasked Estep 
Score: -13148916.000000 Penalty: 5684.123047
	Iteration 115Q: 3 clusters Score -1.314892e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 89453 members 
Entering Unmasked Estep 
Score: -13148982.000000 Penalty: 5684.123047
	Iteration 116Q: 3 clusters Score -1.314898e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 89641 members 
Entering Unmasked Estep 
Score: -13149055.000000 Penalty: 5684.123047
	Iteration 117Q: 3 clusters Score -1.314906e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 89814 members 
Entering Unmasked Estep 
Score: -13149113.000000 Penalty: 5684.123047
	Iteration 118Q: 3 clusters Score -1.314911e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 89991 members 
Entering Unmasked Estep 
Score: -13149115.000000 Penalty: 5684.123047
	Iteration 119Q: 3 clusters Score -1.314912e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 90166 members 
Entering Unmasked Estep 
Score: -13149146.000000 Penalty: 5684.123047
	Iteration 120F: 3 clusters Score -1.314915e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 90352 members 
Entering Unmasked Estep 
Score: -13149171.000000 Penalty: 5684.123047
	Iteration 121Q: 3 clusters Score -1.314917e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 90524 members 
Entering Unmasked Estep 
Score: -13149188.000000 Penalty: 5684.123047
	Iteration 122Q: 3 clusters Score -1.314919e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 90687 members 
Entering Unmasked Estep 
Score: -13149227.000000 Penalty: 5684.123047
	Iteration 123Q: 3 clusters Score -1.314923e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 90821 members 
Entering Unmasked Estep 
Score: -13149261.000000 Penalty: 5684.123047
	Iteration 124Q: 3 clusters Score -1.314926e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 90970 members 
Entering Unmasked Estep 
Score: -13149294.000000 Penalty: 5684.123047
	Iteration 125Q: 3 clusters Score -1.314929e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 91110 members 
Entering Unmasked Estep 
Score: -13149335.000000 Penalty: 5684.123047
	Iteration 126Q: 3 clusters Score -1.314934e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -13149368.000000 Penalty: 5684.123047
	Iteration 127Q: 3 clusters Score -1.314937e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 91369 members 
Entering Unmasked Estep 
Score: -13149419.000000 Penalty: 5684.123047
	Iteration 128Q: 3 clusters Score -1.314942e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 91487 members 
Entering Unmasked Estep 
Score: -13149436.000000 Penalty: 5684.123047
	Iteration 129Q: 3 clusters Score -1.314944e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 91591 members 
Entering Unmasked Estep 
Score: -13149459.000000 Penalty: 5684.123047
	Iteration 130Q: 3 clusters Score -1.314946e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 91689 members 
Entering Unmasked Estep 
Score: -13149469.000000 Penalty: 5684.123047
	Iteration 131Q: 3 clusters Score -1.314947e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 91770 members 
Entering Unmasked Estep 
Score: -13149524.000000 Penalty: 5684.123047
	Iteration 132Q: 3 clusters Score -1.314952e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 91860 members 
Entering Unmasked Estep 
Score: -13149531.000000 Penalty: 5684.123047
	Iteration 133Q: 3 clusters Score -1.314953e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 91948 members 
Entering Unmasked Estep 
Score: -13149560.000000 Penalty: 5684.123047
	Iteration 134Q: 3 clusters Score -1.314956e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 92036 members 
Entering Unmasked Estep 
Score: -13149566.000000 Penalty: 5684.123047
	Iteration 135Q: 3 clusters Score -1.314957e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 92117 members 
Entering Unmasked Estep 
Score: -13149607.000000 Penalty: 5684.123047
	Iteration 136Q: 3 clusters Score -1.314961e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 92199 members 
Entering Unmasked Estep 
Score: -13149649.000000 Penalty: 5684.123047
	Iteration 137Q: 3 clusters Score -1.314965e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 92266 members 
Entering Unmasked Estep 
Score: -13149665.000000 Penalty: 5684.123047
	Iteration 138Q: 3 clusters Score -1.314966e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 92340 members 
Entering Unmasked Estep 
Score: -13149696.000000 Penalty: 5684.123047
	Iteration 139Q: 3 clusters Score -1.31497e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 92421 members 
Entering Unmasked Estep 
Score: -13149725.000000 Penalty: 5684.123047
	Iteration 140F: 3 clusters Score -1.314972e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 92482 members 
Entering Unmasked Estep 
Score: -13149722.000000 Penalty: 5684.123047
	Iteration 141Q: 3 clusters Score -1.314972e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 92532 members 
Entering Unmasked Estep 
Score: -13149733.000000 Penalty: 5684.123047
	Iteration 142Q: 3 clusters Score -1.314973e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 92585 members 
Entering Unmasked Estep 
Score: -13149740.000000 Penalty: 5684.123047
	Iteration 143Q: 3 clusters Score -1.314974e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 92627 members 
Entering Unmasked Estep 
Score: -13149759.000000 Penalty: 5684.123047
	Iteration 144Q: 3 clusters Score -1.314976e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 92673 members 
Entering Unmasked Estep 
Score: -13149774.000000 Penalty: 5684.123047
	Iteration 145Q: 3 clusters Score -1.314977e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 92710 members 
Entering Unmasked Estep 
Score: -13149782.000000 Penalty: 5684.123047
	Iteration 146Q: 3 clusters Score -1.314978e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 92738 members 
Entering Unmasked Estep 
Score: -13149817.000000 Penalty: 5684.123047
	Iteration 147Q: 3 clusters Score -1.314982e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 92771 members 
Entering Unmasked Estep 
Score: -13149840.000000 Penalty: 5684.123047
	Iteration 148Q: 3 clusters Score -1.314984e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 92799 members 
Entering Unmasked Estep 
Score: -13149838.000000 Penalty: 5684.123047
	Iteration 149Q: 3 clusters Score -1.314984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 92827 members 
Entering Unmasked Estep 
Score: -13149844.000000 Penalty: 5684.123047
	Iteration 150Q: 3 clusters Score -1.314984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 92855 members 
Entering Unmasked Estep 
Score: -13149856.000000 Penalty: 5684.123047
	Iteration 151Q: 3 clusters Score -1.314986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 92875 members 
Entering Unmasked Estep 
Score: -13149842.000000 Penalty: 5684.123047
	Iteration 152Q: 3 clusters Score -1.314984e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 92907 members 
Entering Unmasked Estep 
Score: -13149865.000000 Penalty: 5684.123047
	Iteration 153Q: 3 clusters Score -1.314986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 92927 members 
Entering Unmasked Estep 
Score: -13149866.000000 Penalty: 5684.123047
	Iteration 154Q: 3 clusters Score -1.314987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -13149868.000000 Penalty: 5684.123047
	Iteration 155Q: 3 clusters Score -1.314987e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -13149863.000000 Penalty: 5684.123047
	Iteration 156Q: 3 clusters Score -1.314986e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 92970 members 
Entering Unmasked Estep 
Score: -13149874.000000 Penalty: 5684.123047
	Iteration 157Q: 3 clusters Score -1.314987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 92979 members 
Entering Unmasked Estep 
Score: -13149884.000000 Penalty: 5684.123047
	Iteration 158Q: 3 clusters Score -1.314988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -13149893.000000 Penalty: 5684.123047
	Iteration 159Q: 3 clusters Score -1.314989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 93007 members 
Entering Unmasked Estep 
Score: -13149901.000000 Penalty: 5684.123047
	Iteration 160F: 3 clusters Score -1.31499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 93020 members 
Entering Unmasked Estep 
Score: -13149916.000000 Penalty: 5684.123047
	Iteration 161Q: 3 clusters Score -1.314992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 93027 members 
Entering Unmasked Estep 
Score: -13149925.000000 Penalty: 5684.123047
	Iteration 162Q: 3 clusters Score -1.314992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 93035 members 
Entering Unmasked Estep 
Score: -13149916.000000 Penalty: 5684.123047
	Iteration 163Q: 3 clusters Score -1.314992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 93046 members 
Entering Unmasked Estep 
Score: -13149913.000000 Penalty: 5684.123047
	Iteration 164Q: 3 clusters Score -1.314991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 93050 members 
Entering Unmasked Estep 
Score: -13149901.000000 Penalty: 5684.123047
	Iteration 165Q: 3 clusters Score -1.31499e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 93057 members 
Entering Unmasked Estep 
Score: -13149906.000000 Penalty: 5684.123047
	Iteration 166Q: 3 clusters Score -1.314991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 93067 members 
Entering Unmasked Estep 
Score: -13149925.000000 Penalty: 5684.123047
	Iteration 167Q: 3 clusters Score -1.314992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 93078 members 
Entering Unmasked Estep 
Score: -13149914.000000 Penalty: 5684.123047
	Iteration 168Q: 3 clusters Score -1.314991e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -13149910.000000 Penalty: 5684.123047
	Iteration 169Q: 3 clusters Score -1.314991e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -13149919.000000 Penalty: 5684.123047
	Iteration 170Q: 3 clusters Score -1.314992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 93119 members 
Entering Unmasked Estep 
Score: -13149930.000000 Penalty: 5684.123047
	Iteration 171Q: 3 clusters Score -1.314993e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -13149919.000000 Penalty: 5684.123047
	Iteration 172Q: 3 clusters Score -1.314992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 93133 members 
Entering Unmasked Estep 
Score: -13149935.000000 Penalty: 5684.123047
	Iteration 173Q: 3 clusters Score -1.314994e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 93147 members 
Entering Unmasked Estep 
Score: -13149939.000000 Penalty: 5684.123047
	Iteration 174Q: 3 clusters Score -1.314994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 93164 members 
Entering Unmasked Estep 
Score: -13149955.000000 Penalty: 5684.123047
	Iteration 175Q: 3 clusters Score -1.314996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 93183 members 
Entering Unmasked Estep 
Score: -13149946.000000 Penalty: 5684.123047
	Iteration 176Q: 3 clusters Score -1.314995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 93195 members 
Entering Unmasked Estep 
Score: -13149949.000000 Penalty: 5684.123047
	Iteration 177Q: 3 clusters Score -1.314995e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 93205 members 
Entering Unmasked Estep 
Score: -13149952.000000 Penalty: 5684.123047
	Iteration 178Q: 3 clusters Score -1.314995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 93210 members 
Entering Unmasked Estep 
Score: -13149951.000000 Penalty: 5684.123047
	Iteration 179Q: 3 clusters Score -1.314995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 93218 members 
Entering Unmasked Estep 
Score: -13149955.000000 Penalty: 5684.123047
	Iteration 180F: 3 clusters Score -1.314996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -13149956.000000 Penalty: 5684.123047
	Iteration 181Q: 3 clusters Score -1.314996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 93225 members 
Entering Unmasked Estep 
Score: -13149959.000000 Penalty: 5684.123047
	Iteration 182Q: 3 clusters Score -1.314996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 93229 members 
Entering Unmasked Estep 
Score: -13149969.000000 Penalty: 5684.123047
	Iteration 183Q: 3 clusters Score -1.314997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 93230 members 
Entering Unmasked Estep 
Score: -13149963.000000 Penalty: 5684.123047
	Iteration 184Q: 3 clusters Score -1.314996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 93232 members 
Entering Unmasked Estep 
Score: -13149965.000000 Penalty: 5684.123047
	Iteration 185Q: 3 clusters Score -1.314996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 93236 members 
Entering Unmasked Estep 
Score: -13149957.000000 Penalty: 5684.123047
	Iteration 186Q: 3 clusters Score -1.314996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 93240 members 
Entering Unmasked Estep 
Score: -13149961.000000 Penalty: 5684.123047
	Iteration 187Q: 3 clusters Score -1.314996e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 93246 members 
Entering Unmasked Estep 
Score: -13149973.000000 Penalty: 5684.123047
	Iteration 188Q: 3 clusters Score -1.314997e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 93250 members 
Entering Unmasked Estep 
Score: -13149968.000000 Penalty: 5684.123047
	Iteration 189Q: 3 clusters Score -1.314997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 93254 members 
Entering Unmasked Estep 
Score: -13149969.000000 Penalty: 5684.123047
	Iteration 190Q: 3 clusters Score -1.314997e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 93258 members 
Entering Unmasked Estep 
Score: -13149973.000000 Penalty: 5684.123047
	Iteration 191Q: 3 clusters Score -1.314997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 93259 members 
Entering Unmasked Estep 
Score: -13149977.000000 Penalty: 5684.123047
	Iteration 192Q: 3 clusters Score -1.314998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 93265 members 
Entering Unmasked Estep 
Score: -13149965.000000 Penalty: 5684.123047
	Iteration 193Q: 3 clusters Score -1.314996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 93269 members 
Entering Unmasked Estep 
Score: -13149973.000000 Penalty: 5684.123047
	Iteration 194Q: 3 clusters Score -1.314997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 93273 members 
Entering Unmasked Estep 
Score: -13149974.000000 Penalty: 5684.123047
	Iteration 195Q: 3 clusters Score -1.314997e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 93276 members 
Entering Unmasked Estep 
Score: -13149979.000000 Penalty: 5684.123047
	Iteration 196Q: 3 clusters Score -1.314998e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 93277 members 
Entering Unmasked Estep 
Score: -13149994.000000 Penalty: 5684.123047
	Iteration 197Q: 3 clusters Score -1.314999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 93281 members 
Entering Unmasked Estep 
Score: -13149989.000000 Penalty: 5684.123047
	Iteration 198Q: 3 clusters Score -1.314999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 93287 members 
Entering Unmasked Estep 
Score: -13149989.000000 Penalty: 5684.123047
	Iteration 199Q: 3 clusters Score -1.314999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 93289 members 
Entering Unmasked Estep 
Score: -13149985.000000 Penalty: 5684.123047
	Iteration 200F: 3 clusters Score -1.314998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 93290 members 
Entering Unmasked Estep 
Score: -13149985.000000 Penalty: 5684.123047
	Iteration 201Q: 3 clusters Score -1.314998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 93291 members 
Entering Unmasked Estep 
Score: -13149994.000000 Penalty: 5684.123047
	Iteration 202Q: 3 clusters Score -1.314999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 93293 members 
Entering Unmasked Estep 
Score: -13149997.000000 Penalty: 5684.123047
	Iteration 203Q: 3 clusters Score -1.315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 93294 members 
Entering Unmasked Estep 
Score: -13149994.000000 Penalty: 5684.123047
	Iteration 204Q: 3 clusters Score -1.314999e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 93294 members 
Entering Unmasked Estep 
Score: -13149994.000000 Penalty: 5684.123047
	Iteration 205F: 3 clusters Score -1.314999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Entering Unmasked Estep 
Score: -6402485.500000 Penalty: 2663.799072
	Iteration 0F: 2 clusters Score -6402486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -6371408.000000 Penalty: 5327.598145
	Iteration 0F: 3 clusters Score -6371408 nChanged 21230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -6382931.000000 Penalty: 5327.598145
	Iteration 1F: 3 clusters Score -6382931 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -6383342.500000 Penalty: 5327.598145
	Iteration 2Q: 3 clusters Score -6383342 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -6383799.000000 Penalty: 5327.598145
	Iteration 3Q: 3 clusters Score -6383799 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -6384348.000000 Penalty: 5327.598145
	Iteration 4Q: 3 clusters Score -6384348 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -6384953.500000 Penalty: 5327.598145
	Iteration 5Q: 3 clusters Score -6384954 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -6385953.500000 Penalty: 5327.598145
	Iteration 6Q: 3 clusters Score -6385954 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -6387475.500000 Penalty: 5327.598145
	Iteration 7F: 3 clusters Score -6387476 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -6389525.500000 Penalty: 5327.598145
	Iteration 8F: 3 clusters Score -6389526 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -6392015.000000 Penalty: 5327.598145
	Iteration 9F: 3 clusters Score -6392015 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -6394559.000000 Penalty: 5327.598145
	Iteration 10F: 3 clusters Score -6394559 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -6396635.500000 Penalty: 5327.598145
	Iteration 11F: 3 clusters Score -6396636 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -6398095.500000 Penalty: 5327.598145
	Iteration 12Q: 3 clusters Score -6398096 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -6399018.500000 Penalty: 5327.598145
	Iteration 13Q: 3 clusters Score -6399018 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6399491.500000 Penalty: 5327.598145
	Iteration 14Q: 3 clusters Score -6399492 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6399753.000000 Penalty: 5327.598145
	Iteration 15Q: 3 clusters Score -6399753 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6399895.000000 Penalty: 5327.598145
	Iteration 16Q: 3 clusters Score -6399895 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6399961.000000 Penalty: 5327.598145
	Iteration 17Q: 3 clusters Score -6399961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6400006.000000 Penalty: 5327.598145
	Iteration 18Q: 3 clusters Score -6400006 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6400041.500000 Penalty: 5327.598145
	Iteration 19Q: 3 clusters Score -6400042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6400070.000000 Penalty: 5327.598145
	Iteration 20F: 3 clusters Score -6400070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6400084.000000 Penalty: 5327.598145
	Iteration 21Q: 3 clusters Score -6400084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6400099.000000 Penalty: 5327.598145
	Iteration 22Q: 3 clusters Score -6400099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6400105.500000 Penalty: 5327.598145
	Iteration 23Q: 3 clusters Score -6400106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -6400107.000000 Penalty: 5327.598145
	Iteration 24Q: 3 clusters Score -6400107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6400112.500000 Penalty: 5327.598145
	Iteration 25Q: 3 clusters Score -6400112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6400117.000000 Penalty: 5327.598145
	Iteration 26Q: 3 clusters Score -6400117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6400125.500000 Penalty: 5327.598145
	Iteration 27Q: 3 clusters Score -6400126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6400126.500000 Penalty: 5327.598145
	Iteration 28Q: 3 clusters Score -6400126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6400126.500000 Penalty: 5327.598145
	Iteration 29F: 3 clusters Score -6400126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99115 members 
Entering Unmasked Estep 
Score: -13612667.000000 Penalty: 2853.000977
	Iteration 0F: 2 clusters Score -1.361267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -13546486.000000 Penalty: 5706.001953
	Iteration 0F: 3 clusters Score -1.354649e+07 nChanged 46925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 52035 members 
Entering Unmasked Estep 
Score: -13573050.000000 Penalty: 5706.001953
	Iteration 1F: 3 clusters Score -1.357305e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -13573797.000000 Penalty: 5706.001953
	Iteration 2Q: 3 clusters Score -1.35738e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -13574865.000000 Penalty: 5706.001953
	Iteration 3Q: 3 clusters Score -1.357486e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 59618 members 
Entering Unmasked Estep 
Score: -13576875.000000 Penalty: 5706.001953
	Iteration 4Q: 3 clusters Score -1.357688e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 65081 members 
Entering Unmasked Estep 
Score: -13580315.000000 Penalty: 5706.001953
	Iteration 5F: 3 clusters Score -1.358032e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 72457 members 
Entering Unmasked Estep 
Score: -13586268.000000 Penalty: 5706.001953
	Iteration 6F: 3 clusters Score -1.358627e+07 nChanged 8684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -13594045.000000 Penalty: 5706.001953
	Iteration 7F: 3 clusters Score -1.359404e+07 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -13601360.000000 Penalty: 5706.001953
	Iteration 8F: 3 clusters Score -1.360136e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 93403 members 
Entering Unmasked Estep 
Score: -13606187.000000 Penalty: 5706.001953
	Iteration 9F: 3 clusters Score -1.360619e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 95903 members 
Entering Unmasked Estep 
Score: -13608484.000000 Penalty: 5706.001953
	Iteration 10Q: 3 clusters Score -1.360848e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 96939 members 
Entering Unmasked Estep 
Score: -13609462.000000 Penalty: 5706.001953
	Iteration 11Q: 3 clusters Score -1.360946e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 97359 members 
Entering Unmasked Estep 
Score: -13609983.000000 Penalty: 5706.001953
	Iteration 12Q: 3 clusters Score -1.360998e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 97522 members 
Entering Unmasked Estep 
Score: -13610262.000000 Penalty: 5706.001953
	Iteration 13Q: 3 clusters Score -1.361026e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 97602 members 
Entering Unmasked Estep 
Score: -13610403.000000 Penalty: 5706.001953
	Iteration 14Q: 3 clusters Score -1.36104e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 97640 members 
Entering Unmasked Estep 
Score: -13610504.000000 Penalty: 5706.001953
	Iteration 15Q: 3 clusters Score -1.36105e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 97644 members 
Entering Unmasked Estep 
Score: -13610598.000000 Penalty: 5706.001953
	Iteration 16Q: 3 clusters Score -1.36106e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 97644 members 
Entering Unmasked Estep 
Score: -13610657.000000 Penalty: 5706.001953
	Iteration 17Q: 3 clusters Score -1.361066e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -13610690.000000 Penalty: 5706.001953
	Iteration 18Q: 3 clusters Score -1.361069e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -13610730.000000 Penalty: 5706.001953
	Iteration 19Q: 3 clusters Score -1.361073e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 97683 members 
Entering Unmasked Estep 
Score: -13610743.000000 Penalty: 5706.001953
	Iteration 20F: 3 clusters Score -1.361074e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -13610751.000000 Penalty: 5706.001953
	Iteration 21Q: 3 clusters Score -1.361075e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 97703 members 
Entering Unmasked Estep 
Score: -13610753.000000 Penalty: 5706.001953
	Iteration 22Q: 3 clusters Score -1.361075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 97702 members 
Entering Unmasked Estep 
Score: -13610771.000000 Penalty: 5706.001953
	Iteration 23Q: 3 clusters Score -1.361077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 97700 members 
Entering Unmasked Estep 
Score: -13610772.000000 Penalty: 5706.001953
	Iteration 24Q: 3 clusters Score -1.361077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 97704 members 
Entering Unmasked Estep 
Score: -13610782.000000 Penalty: 5706.001953
	Iteration 25Q: 3 clusters Score -1.361078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 97706 members 
Entering Unmasked Estep 
Score: -13610779.000000 Penalty: 5706.001953
	Iteration 26Q: 3 clusters Score -1.361078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 97708 members 
Entering Unmasked Estep 
Score: -13610782.000000 Penalty: 5706.001953
	Iteration 27Q: 3 clusters Score -1.361078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 97711 members 
Entering Unmasked Estep 
Score: -13610795.000000 Penalty: 5706.001953
	Iteration 28Q: 3 clusters Score -1.36108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 97709 members 
Entering Unmasked Estep 
Score: -13610803.000000 Penalty: 5706.001953
	Iteration 29Q: 3 clusters Score -1.36108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 97714 members 
Entering Unmasked Estep 
Score: -13610803.000000 Penalty: 5706.001953
	Iteration 30Q: 3 clusters Score -1.36108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -13610812.000000 Penalty: 5706.001953
	Iteration 31Q: 3 clusters Score -1.361081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 97720 members 
Entering Unmasked Estep 
Score: -13610827.000000 Penalty: 5706.001953
	Iteration 32Q: 3 clusters Score -1.361083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -13610820.000000 Penalty: 5706.001953
	Iteration 33Q: 3 clusters Score -1.361082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 97720 members 
Entering Unmasked Estep 
Score: -13610824.000000 Penalty: 5706.001953
	Iteration 34Q: 3 clusters Score -1.361082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -13610821.000000 Penalty: 5706.001953
	Iteration 35Q: 3 clusters Score -1.361082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 97722 members 
Entering Unmasked Estep 
Score: -13610821.000000 Penalty: 5706.001953
	Iteration 36F: 3 clusters Score -1.361082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Entering Unmasked Estep 
Score: -5194043.000000 Penalty: 2610.646973
	Iteration 0F: 2 clusters Score -5194043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -5168824.500000 Penalty: 5221.293945
	Iteration 0F: 3 clusters Score -5168824 nChanged 16915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -5178175.000000 Penalty: 5221.293945
	Iteration 1F: 3 clusters Score -5178175 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -5178758.500000 Penalty: 5221.293945
	Iteration 2Q: 3 clusters Score -5178758 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -5179257.500000 Penalty: 5221.293945
	Iteration 3Q: 3 clusters Score -5179258 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -5179736.000000 Penalty: 5221.293945
	Iteration 4Q: 3 clusters Score -5179736 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -5180247.500000 Penalty: 5221.293945
	Iteration 5Q: 3 clusters Score -5180248 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -5180775.500000 Penalty: 5221.293945
	Iteration 6Q: 3 clusters Score -5180776 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -5181371.500000 Penalty: 5221.293945
	Iteration 7Q: 3 clusters Score -5181372 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -5182204.000000 Penalty: 5221.293945
	Iteration 8Q: 3 clusters Score -5182204 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -5183177.500000 Penalty: 5221.293945
	Iteration 9Q: 3 clusters Score -5183178 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -5184405.000000 Penalty: 5221.293945
	Iteration 10F: 3 clusters Score -5184405 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -5185667.000000 Penalty: 5221.293945
	Iteration 11Q: 3 clusters Score -5185667 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -5186584.000000 Penalty: 5221.293945
	Iteration 12Q: 3 clusters Score -5186584 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -5187135.000000 Penalty: 5221.293945
	Iteration 13Q: 3 clusters Score -5187135 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -5187465.500000 Penalty: 5221.293945
	Iteration 14Q: 3 clusters Score -5187466 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -5187751.000000 Penalty: 5221.293945
	Iteration 15Q: 3 clusters Score -5187751 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -5187969.500000 Penalty: 5221.293945
	Iteration 16Q: 3 clusters Score -5187970 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -5188145.000000 Penalty: 5221.293945
	Iteration 17Q: 3 clusters Score -5188145 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -5188380.500000 Penalty: 5221.293945
	Iteration 18Q: 3 clusters Score -5188380 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -5188596.000000 Penalty: 5221.293945
	Iteration 19Q: 3 clusters Score -5188596 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -5188818.000000 Penalty: 5221.293945
	Iteration 20F: 3 clusters Score -5188818 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -5189028.000000 Penalty: 5221.293945
	Iteration 21Q: 3 clusters Score -5189028 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -5189207.000000 Penalty: 5221.293945
	Iteration 22Q: 3 clusters Score -5189207 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -5189417.000000 Penalty: 5221.293945
	Iteration 23Q: 3 clusters Score -5189417 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -5189648.000000 Penalty: 5221.293945
	Iteration 24Q: 3 clusters Score -5189648 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -5189893.000000 Penalty: 5221.293945
	Iteration 25Q: 3 clusters Score -5189893 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -5190099.000000 Penalty: 5221.293945
	Iteration 26Q: 3 clusters Score -5190099 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -5190267.000000 Penalty: 5221.293945
	Iteration 27Q: 3 clusters Score -5190267 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -5190458.500000 Penalty: 5221.293945
	Iteration 28Q: 3 clusters Score -5190458 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33658 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -5190644.500000 Penalty: 5221.293945
	Iteration 29Q: 3 clusters Score -5190644 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -5190784.500000 Penalty: 5221.293945
	Iteration 30Q: 3 clusters Score -5190784 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -5190937.500000 Penalty: 5221.293945
	Iteration 31Q: 3 clusters Score -5190938 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -5191061.500000 Penalty: 5221.293945
	Iteration 32Q: 3 clusters Score -5191062 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34815 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5191144.500000 Penalty: 5221.293945
	Iteration 33Q: 3 clusters Score -5191144 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -5191283.000000 Penalty: 5221.293945
	Iteration 34Q: 3 clusters Score -5191283 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -5191387.500000 Penalty: 5221.293945
	Iteration 35Q: 3 clusters Score -5191388 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35458 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -5191474.500000 Penalty: 5221.293945
	Iteration 36Q: 3 clusters Score -5191474 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5191545.500000 Penalty: 5221.293945
	Iteration 37Q: 3 clusters Score -5191546 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5191615.000000 Penalty: 5221.293945
	Iteration 38Q: 3 clusters Score -5191615 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -5191682.500000 Penalty: 5221.293945
	Iteration 39Q: 3 clusters Score -5191682 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -5191721.000000 Penalty: 5221.293945
	Iteration 40F: 3 clusters Score -5191721 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5191757.000000 Penalty: 5221.293945
	Iteration 41Q: 3 clusters Score -5191757 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5191785.500000 Penalty: 5221.293945
	Iteration 42Q: 3 clusters Score -5191786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5191805.500000 Penalty: 5221.293945
	Iteration 43Q: 3 clusters Score -5191806 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5191838.500000 Penalty: 5221.293945
	Iteration 44Q: 3 clusters Score -5191838 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -5191852.500000 Penalty: 5221.293945
	Iteration 45Q: 3 clusters Score -5191852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5191877.500000 Penalty: 5221.293945
	Iteration 46Q: 3 clusters Score -5191878 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5191885.000000 Penalty: 5221.293945
	Iteration 47Q: 3 clusters Score -5191885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -5191888.500000 Penalty: 5221.293945
	Iteration 48Q: 3 clusters Score -5191888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5191889.000000 Penalty: 5221.293945
	Iteration 49Q: 3 clusters Score -5191889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5191912.000000 Penalty: 5221.293945
	Iteration 50Q: 3 clusters Score -5191912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5191918.500000 Penalty: 5221.293945
	Iteration 51Q: 3 clusters Score -5191918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -5191932.000000 Penalty: 5221.293945
	Iteration 52Q: 3 clusters Score -5191932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5191937.500000 Penalty: 5221.293945
	Iteration 53Q: 3 clusters Score -5191938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5191933.000000 Penalty: 5221.293945
	Iteration 54Q: 3 clusters Score -5191933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5191947.000000 Penalty: 5221.293945
	Iteration 55Q: 3 clusters Score -5191947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36537 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5191952.000000 Penalty: 5221.293945
	Iteration 56Q: 3 clusters Score -5191952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5191961.500000 Penalty: 5221.293945
	Iteration 57Q: 3 clusters Score -5191962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5191967.500000 Penalty: 5221.293945
	Iteration 58Q: 3 clusters Score -5191968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5191972.500000 Penalty: 5221.293945
	Iteration 59Q: 3 clusters Score -5191972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5191980.000000 Penalty: 5221.293945
	Iteration 60F: 3 clusters Score -5191980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5191983.000000 Penalty: 5221.293945
	Iteration 61Q: 3 clusters Score -5191983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5191994.000000 Penalty: 5221.293945
	Iteration 62Q: 3 clusters Score -5191994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5191993.500000 Penalty: 5221.293945
	Iteration 63Q: 3 clusters Score -5191994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5191993.500000 Penalty: 5221.293945
	Iteration 64F: 3 clusters Score -5191994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Entering Unmasked Estep 
Score: -1501718.625000 Penalty: 2319.578857
	Iteration 0F: 2 clusters Score -1501719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1493077.375000 Penalty: 4639.157715
	Iteration 0F: 3 clusters Score -1493077 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1495658.125000 Penalty: 4639.157715
	Iteration 1F: 3 clusters Score -1495658 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1495975.125000 Penalty: 4639.157715
	Iteration 2F: 3 clusters Score -1495975 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1496217.000000 Penalty: 4639.157715
	Iteration 3F: 3 clusters Score -1496217 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1496445.000000 Penalty: 4639.157715
	Iteration 4Q: 3 clusters Score -1496445 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1496629.375000 Penalty: 4639.157715
	Iteration 5Q: 3 clusters Score -1496629 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1496780.500000 Penalty: 4639.157715
	Iteration 6Q: 3 clusters Score -1496780 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1496933.750000 Penalty: 4639.157715
	Iteration 7Q: 3 clusters Score -1496934 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1497079.750000 Penalty: 4639.157715
	Iteration 8Q: 3 clusters Score -1497080 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1497239.375000 Penalty: 4639.157715
	Iteration 9Q: 3 clusters Score -1497239 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1497434.000000 Penalty: 4639.157715
	Iteration 10Q: 3 clusters Score -1497434 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1497653.125000 Penalty: 4639.157715
	Iteration 11Q: 3 clusters Score -1497653 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1497926.125000 Penalty: 4639.157715
	Iteration 12Q: 3 clusters Score -1497926 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1498235.500000 Penalty: 4639.157715
	Iteration 13Q: 3 clusters Score -1498236 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1498532.250000 Penalty: 4639.157715
	Iteration 14Q: 3 clusters Score -1498532 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1498783.750000 Penalty: 4639.157715
	Iteration 15Q: 3 clusters Score -1498784 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1499045.000000 Penalty: 4639.157715
	Iteration 16Q: 3 clusters Score -1499045 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1499247.875000 Penalty: 4639.157715
	Iteration 17Q: 3 clusters Score -1499248 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1499379.125000 Penalty: 4639.157715
	Iteration 18Q: 3 clusters Score -1499379 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1499490.500000 Penalty: 4639.157715
	Iteration 19Q: 3 clusters Score -1499490 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1499581.625000 Penalty: 4639.157715
	Iteration 20F: 3 clusters Score -1499582 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1499643.875000 Penalty: 4639.157715
	Iteration 21Q: 3 clusters Score -1499644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1499680.750000 Penalty: 4639.157715
	Iteration 22Q: 3 clusters Score -1499681 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1499715.500000 Penalty: 4639.157715
	Iteration 23Q: 3 clusters Score -1499716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1499744.000000 Penalty: 4639.157715
	Iteration 24Q: 3 clusters Score -1499744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1499768.625000 Penalty: 4639.157715
	Iteration 25Q: 3 clusters Score -1499769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1499778.250000 Penalty: 4639.157715
	Iteration 26Q: 3 clusters Score -1499778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1499797.250000 Penalty: 4639.157715
	Iteration 27Q: 3 clusters Score -1499797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1499814.625000 Penalty: 4639.157715
	Iteration 28Q: 3 clusters Score -1499815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -1499823.000000 Penalty: 4639.157715
	Iteration 29Q: 3 clusters Score -1499823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1499831.125000 Penalty: 4639.157715
	Iteration 30Q: 3 clusters Score -1499831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1499833.000000 Penalty: 4639.157715
	Iteration 31Q: 3 clusters Score -1499833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1499840.125000 Penalty: 4639.157715
	Iteration 32Q: 3 clusters Score -1499840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1499843.375000 Penalty: 4639.157715
	Iteration 33Q: 3 clusters Score -1499843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1499850.250000 Penalty: 4639.157715
	Iteration 34Q: 3 clusters Score -1499850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1499852.500000 Penalty: 4639.157715
	Iteration 35Q: 3 clusters Score -1499852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1499854.125000 Penalty: 4639.157715
	Iteration 36Q: 3 clusters Score -1499854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1499858.125000 Penalty: 4639.157715
	Iteration 37Q: 3 clusters Score -1499858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1499863.750000 Penalty: 4639.157715
	Iteration 38Q: 3 clusters Score -1499864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1499866.375000 Penalty: 4639.157715
	Iteration 39Q: 3 clusters Score -1499866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1499866.625000 Penalty: 4639.157715
	Iteration 40F: 3 clusters Score -1499867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1499868.625000 Penalty: 4639.157715
	Iteration 41Q: 3 clusters Score -1499869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1499872.000000 Penalty: 4639.157715
	Iteration 42Q: 3 clusters Score -1499872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1499874.000000 Penalty: 4639.157715
	Iteration 43Q: 3 clusters Score -1499874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1499877.875000 Penalty: 4639.157715
	Iteration 44Q: 3 clusters Score -1499878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1499879.125000 Penalty: 4639.157715
	Iteration 45Q: 3 clusters Score -1499879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1499878.250000 Penalty: 4639.157715
	Iteration 46Q: 3 clusters Score -1499878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1499877.875000 Penalty: 4639.157715
	Iteration 47Q: 3 clusters Score -1499878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1499880.125000 Penalty: 4639.157715
	Iteration 48Q: 3 clusters Score -1499880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1499879.375000 Penalty: 4639.157715
	Iteration 49Q: 3 clusters Score -1499879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1499881.250000 Penalty: 4639.157715
	Iteration 50Q: 3 clusters Score -1499881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1499884.125000 Penalty: 4639.157715
	Iteration 51Q: 3 clusters Score -1499884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10776 members 
Entering Unmasked Estep 
Score: -1499886.625000 Penalty: 4639.157715
	Iteration 52Q: 3 clusters Score -1499887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1499885.500000 Penalty: 4639.157715
	Iteration 53Q: 3 clusters Score -1499886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1499885.500000 Penalty: 4639.157715
	Iteration 54F: 3 clusters Score -1499886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Entering Unmasked Estep 
Score: -1243129.375000 Penalty: 2258.585449
	Iteration 0F: 2 clusters Score -1243129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1236127.875000 Penalty: 4517.170898
	Iteration 0F: 3 clusters Score -1236128 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1238115.625000 Penalty: 4517.170898
	Iteration 1F: 3 clusters Score -1238116 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1238411.750000 Penalty: 4517.170898
	Iteration 2F: 3 clusters Score -1238412 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1238582.875000 Penalty: 4517.170898
	Iteration 3Q: 3 clusters Score -1238583 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1238702.500000 Penalty: 4517.170898
	Iteration 4Q: 3 clusters Score -1238702 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1238790.625000 Penalty: 4517.170898
	Iteration 5Q: 3 clusters Score -1238791 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1238892.250000 Penalty: 4517.170898
	Iteration 6Q: 3 clusters Score -1238892 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1238994.375000 Penalty: 4517.170898
	Iteration 7Q: 3 clusters Score -1238994 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1239117.375000 Penalty: 4517.170898
	Iteration 8Q: 3 clusters Score -1239117 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1239289.000000 Penalty: 4517.170898
	Iteration 9Q: 3 clusters Score -1239289 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1239515.625000 Penalty: 4517.170898
	Iteration 10Q: 3 clusters Score -1239516 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1239778.125000 Penalty: 4517.170898
	Iteration 11Q: 3 clusters Score -1239778 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1240042.875000 Penalty: 4517.170898
	Iteration 12Q: 3 clusters Score -1240043 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1240276.500000 Penalty: 4517.170898
	Iteration 13Q: 3 clusters Score -1240276 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1240450.250000 Penalty: 4517.170898
	Iteration 14Q: 3 clusters Score -1240450 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1240571.750000 Penalty: 4517.170898
	Iteration 15Q: 3 clusters Score -1240572 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1240671.000000 Penalty: 4517.170898
	Iteration 16Q: 3 clusters Score -1240671 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1240740.625000 Penalty: 4517.170898
	Iteration 17Q: 3 clusters Score -1240741 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1240794.500000 Penalty: 4517.170898
	Iteration 18Q: 3 clusters Score -1240794 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1240868.000000 Penalty: 4517.170898
	Iteration 19Q: 3 clusters Score -1240868 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1240957.750000 Penalty: 4517.170898
	Iteration 20F: 3 clusters Score -1240958 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1241071.625000 Penalty: 4517.170898
	Iteration 21Q: 3 clusters Score -1241072 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1241199.375000 Penalty: 4517.170898
	Iteration 22Q: 3 clusters Score -1241199 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1241351.625000 Penalty: 4517.170898
	Iteration 23Q: 3 clusters Score -1241352 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1241482.875000 Penalty: 4517.170898
	Iteration 24Q: 3 clusters Score -1241483 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1241579.500000 Penalty: 4517.170898
	Iteration 25Q: 3 clusters Score -1241580 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1241633.125000 Penalty: 4517.170898
	Iteration 26Q: 3 clusters Score -1241633 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1241671.375000 Penalty: 4517.170898
	Iteration 27Q: 3 clusters Score -1241671 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1241698.500000 Penalty: 4517.170898
	Iteration 28Q: 3 clusters Score -1241698 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1241710.000000 Penalty: 4517.170898
	Iteration 29Q: 3 clusters Score -1241710 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1241723.250000 Penalty: 4517.170898
	Iteration 30Q: 3 clusters Score -1241723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1241735.500000 Penalty: 4517.170898
	Iteration 31Q: 3 clusters Score -1241736 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1241738.125000 Penalty: 4517.170898
	Iteration 32Q: 3 clusters Score -1241738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1241756.625000 Penalty: 4517.170898
	Iteration 33Q: 3 clusters Score -1241757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1241765.000000 Penalty: 4517.170898
	Iteration 34Q: 3 clusters Score -1241765 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1241772.125000 Penalty: 4517.170898
	Iteration 35Q: 3 clusters Score -1241772 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1241785.375000 Penalty: 4517.170898
	Iteration 36Q: 3 clusters Score -1241785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1241783.875000 Penalty: 4517.170898
	Iteration 37Q: 3 clusters Score -1241784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1241788.750000 Penalty: 4517.170898
	Iteration 38Q: 3 clusters Score -1241789 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1241790.250000 Penalty: 4517.170898
	Iteration 39Q: 3 clusters Score -1241790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1241794.875000 Penalty: 4517.170898
	Iteration 40F: 3 clusters Score -1241795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1241793.875000 Penalty: 4517.170898
	Iteration 41Q: 3 clusters Score -1241794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1241794.625000 Penalty: 4517.170898
	Iteration 42Q: 3 clusters Score -1241795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1241797.375000 Penalty: 4517.170898
	Iteration 43Q: 3 clusters Score -1241797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1241791.250000 Penalty: 4517.170898
	Iteration 44Q: 3 clusters Score -1241791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1241791.375000 Penalty: 4517.170898
	Iteration 45Q: 3 clusters Score -1241791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1241792.000000 Penalty: 4517.170898
	Iteration 46Q: 3 clusters Score -1241792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1241792.000000 Penalty: 4517.170898
	Iteration 47F: 3 clusters Score -1241792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Entering Unmasked Estep 
Score: -6013908.000000 Penalty: 2652.446289
	Iteration 0F: 2 clusters Score -6013908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -5983910.500000 Penalty: 5304.892578
	Iteration 0F: 3 clusters Score -5983910 nChanged 20297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -5995074.000000 Penalty: 5304.892578
	Iteration 1F: 3 clusters Score -5995074 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -5995880.500000 Penalty: 5304.892578
	Iteration 2Q: 3 clusters Score -5995880 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -5996775.500000 Penalty: 5304.892578
	Iteration 3Q: 3 clusters Score -5996776 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -5998028.000000 Penalty: 5304.892578
	Iteration 4Q: 3 clusters Score -5998028 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 27626 members 
Entering Unmasked Estep 
Score: -5999560.500000 Penalty: 5304.892578
	Iteration 5F: 3 clusters Score -5999560 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
Score: -6001501.000000 Penalty: 5304.892578
	Iteration 6F: 3 clusters Score -6001501 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -6003670.500000 Penalty: 5304.892578
	Iteration 7F: 3 clusters Score -6003670 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -6005763.500000 Penalty: 5304.892578
	Iteration 8F: 3 clusters Score -6005764 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -6007513.500000 Penalty: 5304.892578
	Iteration 9F: 3 clusters Score -6007514 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -6009162.000000 Penalty: 5304.892578
	Iteration 10Q: 3 clusters Score -6009162 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -6010822.500000 Penalty: 5304.892578
	Iteration 11Q: 3 clusters Score -6010822 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -6011921.000000 Penalty: 5304.892578
	Iteration 12Q: 3 clusters Score -6011921 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -6012500.000000 Penalty: 5304.892578
	Iteration 13Q: 3 clusters Score -6012500 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -6012733.500000 Penalty: 5304.892578
	Iteration 14Q: 3 clusters Score -6012734 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -6012803.000000 Penalty: 5304.892578
	Iteration 15Q: 3 clusters Score -6012803 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -6012872.500000 Penalty: 5304.892578
	Iteration 16Q: 3 clusters Score -6012872 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -6012901.500000 Penalty: 5304.892578
	Iteration 17Q: 3 clusters Score -6012902 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -6012908.500000 Penalty: 5304.892578
	Iteration 18Q: 3 clusters Score -6012908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -6012904.000000 Penalty: 5304.892578
	Iteration 19Q: 3 clusters Score -6012904 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -6012913.500000 Penalty: 5304.892578
	Iteration 20F: 3 clusters Score -6012914 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -6012927.000000 Penalty: 5304.892578
	Iteration 21Q: 3 clusters Score -6012927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -6012923.500000 Penalty: 5304.892578
	Iteration 22Q: 3 clusters Score -6012924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -6012930.500000 Penalty: 5304.892578
	Iteration 23Q: 3 clusters Score -6012930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -6012944.500000 Penalty: 5304.892578
	Iteration 24Q: 3 clusters Score -6012944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -6012955.500000 Penalty: 5304.892578
	Iteration 25Q: 3 clusters Score -6012956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -6012958.500000 Penalty: 5304.892578
	Iteration 26Q: 3 clusters Score -6012958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -6012956.000000 Penalty: 5304.892578
	Iteration 27Q: 3 clusters Score -6012956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 39069 members 
Entering Unmasked Estep 
Score: -6012958.500000 Penalty: 5304.892578
	Iteration 28Q: 3 clusters Score -6012958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -6012963.500000 Penalty: 5304.892578
	Iteration 29Q: 3 clusters Score -6012964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -6012959.000000 Penalty: 5304.892578
	Iteration 30Q: 3 clusters Score -6012959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -6012961.500000 Penalty: 5304.892578
	Iteration 31Q: 3 clusters Score -6012962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -6012969.500000 Penalty: 5304.892578
	Iteration 32Q: 3 clusters Score -6012970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -6012967.000000 Penalty: 5304.892578
	Iteration 33Q: 3 clusters Score -6012967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -6012970.500000 Penalty: 5304.892578
	Iteration 34Q: 3 clusters Score -6012970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -6012977.000000 Penalty: 5304.892578
	Iteration 35Q: 3 clusters Score -6012977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -6012968.000000 Penalty: 5304.892578
	Iteration 36Q: 3 clusters Score -6012968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -6012968.500000 Penalty: 5304.892578
	Iteration 37Q: 3 clusters Score -6012968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 39115 members 
Entering Unmasked Estep 
Score: -6012972.000000 Penalty: 5304.892578
	Iteration 38Q: 3 clusters Score -6012972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -6012971.500000 Penalty: 5304.892578
	Iteration 39Q: 3 clusters Score -6012972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -6012971.500000 Penalty: 5304.892578
	Iteration 40F: 3 clusters Score -6012972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -6012972.500000 Penalty: 5304.892578
	Iteration 41Q: 3 clusters Score -6012972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -6012972.000000 Penalty: 5304.892578
	Iteration 42Q: 3 clusters Score -6012972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -6012977.500000 Penalty: 5304.892578
	Iteration 43Q: 3 clusters Score -6012978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -6012970.500000 Penalty: 5304.892578
	Iteration 44Q: 3 clusters Score -6012970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -6012974.000000 Penalty: 5304.892578
	Iteration 45Q: 3 clusters Score -6012974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -6012971.500000 Penalty: 5304.892578
	Iteration 46Q: 3 clusters Score -6012972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -6012978.500000 Penalty: 5304.892578
	Iteration 47Q: 3 clusters Score -6012978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -6012979.000000 Penalty: 5304.892578
	Iteration 48Q: 3 clusters Score -6012979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -6012979.000000 Penalty: 5304.892578
	Iteration 49F: 3 clusters Score -6012979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Entering Unmasked Estep 
Score: -1101729.375000 Penalty: 2236.576416
	Iteration 0F: 2 clusters Score -1101729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1095139.000000 Penalty: 4473.152832
	Iteration 0F: 3 clusters Score -1095139 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1097000.875000 Penalty: 4473.152832
	Iteration 1F: 3 clusters Score -1097001 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1097263.875000 Penalty: 4473.152832
	Iteration 2F: 3 clusters Score -1097264 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1097451.250000 Penalty: 4473.152832
	Iteration 3Q: 3 clusters Score -1097451 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1097575.750000 Penalty: 4473.152832
	Iteration 4Q: 3 clusters Score -1097576 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1097660.250000 Penalty: 4473.152832
	Iteration 5Q: 3 clusters Score -1097660 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1097719.500000 Penalty: 4473.152832
	Iteration 6Q: 3 clusters Score -1097720 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1097766.125000 Penalty: 4473.152832
	Iteration 7Q: 3 clusters Score -1097766 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1097804.500000 Penalty: 4473.152832
	Iteration 8Q: 3 clusters Score -1097804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1097838.000000 Penalty: 4473.152832
	Iteration 9Q: 3 clusters Score -1097838 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1097864.375000 Penalty: 4473.152832
	Iteration 10Q: 3 clusters Score -1097864 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1097892.625000 Penalty: 4473.152832
	Iteration 11Q: 3 clusters Score -1097893 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1097917.000000 Penalty: 4473.152832
	Iteration 12Q: 3 clusters Score -1097917 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1097943.250000 Penalty: 4473.152832
	Iteration 13Q: 3 clusters Score -1097943 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1097971.125000 Penalty: 4473.152832
	Iteration 14Q: 3 clusters Score -1097971 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1098000.500000 Penalty: 4473.152832
	Iteration 15Q: 3 clusters Score -1098000 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1098023.000000 Penalty: 4473.152832
	Iteration 16Q: 3 clusters Score -1098023 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1098051.875000 Penalty: 4473.152832
	Iteration 17Q: 3 clusters Score -1098052 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1098088.625000 Penalty: 4473.152832
	Iteration 18Q: 3 clusters Score -1098089 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1098128.250000 Penalty: 4473.152832
	Iteration 19Q: 3 clusters Score -1098128 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1098165.000000 Penalty: 4473.152832
	Iteration 20F: 3 clusters Score -1098165 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1098214.500000 Penalty: 4473.152832
	Iteration 21Q: 3 clusters Score -1098214 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1098277.500000 Penalty: 4473.152832
	Iteration 22Q: 3 clusters Score -1098278 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1098350.125000 Penalty: 4473.152832
	Iteration 23Q: 3 clusters Score -1098350 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1098444.375000 Penalty: 4473.152832
	Iteration 24Q: 3 clusters Score -1098444 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1098566.000000 Penalty: 4473.152832
	Iteration 25Q: 3 clusters Score -1098566 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1098713.500000 Penalty: 4473.152832
	Iteration 26Q: 3 clusters Score -1098714 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1098874.625000 Penalty: 4473.152832
	Iteration 27Q: 3 clusters Score -1098875 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1099052.375000 Penalty: 4473.152832
	Iteration 28Q: 3 clusters Score -1099052 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1099237.250000 Penalty: 4473.152832
	Iteration 29Q: 3 clusters Score -1099237 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1099402.500000 Penalty: 4473.152832
	Iteration 30Q: 3 clusters Score -1099402 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1099515.250000 Penalty: 4473.152832
	Iteration 31Q: 3 clusters Score -1099515 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1099613.125000 Penalty: 4473.152832
	Iteration 32Q: 3 clusters Score -1099613 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1099677.500000 Penalty: 4473.152832
	Iteration 33Q: 3 clusters Score -1099678 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1099729.375000 Penalty: 4473.152832
	Iteration 34Q: 3 clusters Score -1099729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1099773.375000 Penalty: 4473.152832
	Iteration 35Q: 3 clusters Score -1099773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1099803.625000 Penalty: 4473.152832
	Iteration 36Q: 3 clusters Score -1099804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1099826.625000 Penalty: 4473.152832
	Iteration 37Q: 3 clusters Score -1099827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1099839.500000 Penalty: 4473.152832
	Iteration 38Q: 3 clusters Score -1099840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1099846.000000 Penalty: 4473.152832
	Iteration 39Q: 3 clusters Score -1099846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1099863.125000 Penalty: 4473.152832
	Iteration 40F: 3 clusters Score -1099863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1099875.000000 Penalty: 4473.152832
	Iteration 41Q: 3 clusters Score -1099875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1099891.375000 Penalty: 4473.152832
	Iteration 42Q: 3 clusters Score -1099891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1099903.625000 Penalty: 4473.152832
	Iteration 43Q: 3 clusters Score -1099904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1099913.125000 Penalty: 4473.152832
	Iteration 44Q: 3 clusters Score -1099913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1099919.875000 Penalty: 4473.152832
	Iteration 45Q: 3 clusters Score -1099920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1099926.125000 Penalty: 4473.152832
	Iteration 46Q: 3 clusters Score -1099926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1099931.875000 Penalty: 4473.152832
	Iteration 47Q: 3 clusters Score -1099932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1099933.500000 Penalty: 4473.152832
	Iteration 48Q: 3 clusters Score -1099934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1099939.875000 Penalty: 4473.152832
	Iteration 49Q: 3 clusters Score -1099940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1099949.375000 Penalty: 4473.152832
	Iteration 50Q: 3 clusters Score -1099949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1099955.750000 Penalty: 4473.152832
	Iteration 51Q: 3 clusters Score -1099956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1099957.875000 Penalty: 4473.152832
	Iteration 52Q: 3 clusters Score -1099958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1099961.375000 Penalty: 4473.152832
	Iteration 53Q: 3 clusters Score -1099961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1099964.250000 Penalty: 4473.152832
	Iteration 54Q: 3 clusters Score -1099964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1099966.875000 Penalty: 4473.152832
	Iteration 55Q: 3 clusters Score -1099967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1099967.875000 Penalty: 4473.152832
	Iteration 56Q: 3 clusters Score -1099968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -1099969.500000 Penalty: 4473.152832
	Iteration 57Q: 3 clusters Score -1099970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1099970.250000 Penalty: 4473.152832
	Iteration 58Q: 3 clusters Score -1099970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1099970.250000 Penalty: 4473.152832
	Iteration 59F: 3 clusters Score -1099970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Entering Unmasked Estep 
Score: -3142566.750000 Penalty: 2486.012695
	Iteration 0F: 2 clusters Score -3142567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3126946.250000 Penalty: 4972.025391
	Iteration 0F: 3 clusters Score -3126946 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -3132356.000000 Penalty: 4972.025391
	Iteration 1F: 3 clusters Score -3132356 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3132773.750000 Penalty: 4972.025391
	Iteration 2F: 3 clusters Score -3132774 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3133110 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -3133424.250000 Penalty: 4972.025391
	Iteration 4Q: 3 clusters Score -3133424 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -3133731.500000 Penalty: 4972.025391
	Iteration 5Q: 3 clusters Score -3133732 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3134027.500000 Penalty: 4972.025391
	Iteration 6Q: 3 clusters Score -3134028 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3134363.500000 Penalty: 4972.025391
	Iteration 7Q: 3 clusters Score -3134364 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -3134764 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -3135237.500000 Penalty: 4972.025391
	Iteration 9Q: 3 clusters Score -3135238 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -3135877.250000 Penalty: 4972.025391
	Iteration 10Q: 3 clusters Score -3135877 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3136633.250000 Penalty: 4972.025391
	Iteration 11Q: 3 clusters Score -3136633 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -3137341.500000 Penalty: 4972.025391
	Iteration 12Q: 3 clusters Score -3137342 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3137863 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3138184.250000 Penalty: 4972.025391
	Iteration 14Q: 3 clusters Score -3138184 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3138414.500000 Penalty: 4972.025391
	Iteration 15Q: 3 clusters Score -3138414 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3138612.000000 Penalty: 4972.025391
	Iteration 16Q: 3 clusters Score -3138612 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3138763.250000 Penalty: 4972.025391
	Iteration 17Q: 3 clusters Score -3138763 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -3138896.500000 Penalty: 4972.025391
	Iteration 18Q: 3 clusters Score -3138896 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -3139033.250000 Penalty: 4972.025391
	Iteration 19Q: 3 clusters Score -3139033 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -3139148.500000 Penalty: 4972.025391
	Iteration 20F: 3 clusters Score -3139148 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -3139250.000000 Penalty: 4972.025391
	Iteration 21Q: 3 clusters Score -3139250 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -3139347.500000 Penalty: 4972.025391
	Iteration 22Q: 3 clusters Score -3139348 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -3139425.750000 Penalty: 4972.025391
	Iteration 23Q: 3 clusters Score -3139426 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -3139536.750000 Penalty: 4972.025391
	Iteration 24Q: 3 clusters Score -3139537 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -3139607.500000 Penalty: 4972.025391
	Iteration 25Q: 3 clusters Score -3139608 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -3139674.750000 Penalty: 4972.025391
	Iteration 26Q: 3 clusters Score -3139675 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -3139731.750000 Penalty: 4972.025391
	Iteration 27Q: 3 clusters Score -3139732 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3139802.500000 Penalty: 4972.025391
	Iteration 28Q: 3 clusters Score -3139802 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3139838.250000 Penalty: 4972.025391
	Iteration 29Q: 3 clusters Score -3139838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3139871.250000 Penalty: 4972.025391
	Iteration 30Q: 3 clusters Score -3139871 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3139905.500000 Penalty: 4972.025391
	Iteration 31Q: 3 clusters Score -3139906 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -3139943.750000 Penalty: 4972.025391
	Iteration 32Q: 3 clusters Score -3139944 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -3139979.000000 Penalty: 4972.025391
	Iteration 33Q: 3 clusters Score -3139979 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -3140008.750000 Penalty: 4972.025391
	Iteration 34Q: 3 clusters Score -3140009 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -3140039.000000 Penalty: 4972.025391
	Iteration 35Q: 3 clusters Score -3140039 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -3140069.500000 Penalty: 4972.025391
	Iteration 36Q: 3 clusters Score -3140070 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -3140101.750000 Penalty: 4972.025391
	Iteration 37Q: 3 clusters Score -3140102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3140136.000000 Penalty: 4972.025391
	Iteration 38Q: 3 clusters Score -3140136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -3140157.250000 Penalty: 4972.025391
	Iteration 39Q: 3 clusters Score -3140157 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3140180.500000 Penalty: 4972.025391
	Iteration 40F: 3 clusters Score -3140180 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3140202.000000 Penalty: 4972.025391
	Iteration 41Q: 3 clusters Score -3140202 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -3140222.500000 Penalty: 4972.025391
	Iteration 42Q: 3 clusters Score -3140222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -3140237.750000 Penalty: 4972.025391
	Iteration 43Q: 3 clusters Score -3140238 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -3140257.000000 Penalty: 4972.025391
	Iteration 44Q: 3 clusters Score -3140257 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3140269.000000 Penalty: 4972.025391
	Iteration 45Q: 3 clusters Score -3140269 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3140276.250000 Penalty: 4972.025391
	Iteration 46Q: 3 clusters Score -3140276 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3140283.000000 Penalty: 4972.025391
	Iteration 47Q: 3 clusters Score -3140283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -3140291.250000 Penalty: 4972.025391
	Iteration 48Q: 3 clusters Score -3140291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3140295.000000 Penalty: 4972.025391
	Iteration 49Q: 3 clusters Score -3140295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -3140303.000000 Penalty: 4972.025391
	Iteration 50Q: 3 clusters Score -3140303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3140303.750000 Penalty: 4972.025391
	Iteration 51Q: 3 clusters Score -3140304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3140304.250000 Penalty: 4972.025391
	Iteration 52Q: 3 clusters Score -3140304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -3140307.500000 Penalty: 4972.025391
	Iteration 53Q: 3 clusters Score -3140308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3140309.500000 Penalty: 4972.025391
	Iteration 54Q: 3 clusters Score -3140310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -3140309.000000 Penalty: 4972.025391
	Iteration 55Q: 3 clusters Score -3140309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -3140310.750000 Penalty: 4972.025391
	Iteration 56Q: 3 clusters Score -3140311 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -3140311.000000 Penalty: 4972.025391
	Iteration 57Q: 3 clusters Score -3140311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -3140314.250000 Penalty: 4972.025391
	Iteration 58Q: 3 clusters Score -3140314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3140318.000000 Penalty: 4972.025391
	Iteration 59Q: 3 clusters Score -3140318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -3140323.500000 Penalty: 4972.025391
	Iteration 60F: 3 clusters Score -3140324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -3140328.250000 Penalty: 4972.025391
	Iteration 61Q: 3 clusters Score -3140328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3140336.000000 Penalty: 4972.025391
	Iteration 62Q: 3 clusters Score -3140336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -3140343.000000 Penalty: 4972.025391
	Iteration 63Q: 3 clusters Score -3140343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3140353.750000 Penalty: 4972.025391
	Iteration 64Q: 3 clusters Score -3140354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3140350.000000 Penalty: 4972.025391
	Iteration 65Q: 3 clusters Score -3140350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -3140352.750000 Penalty: 4972.025391
	Iteration 66Q: 3 clusters Score -3140353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -3140349.750000 Penalty: 4972.025391
	Iteration 67Q: 3 clusters Score -3140350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -3140351.000000 Penalty: 4972.025391
	Iteration 68Q: 3 clusters Score -3140351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -3140359.250000 Penalty: 4972.025391
	Iteration 69Q: 3 clusters Score -3140359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -3140361.000000 Penalty: 4972.025391
	Iteration 70Q: 3 clusters Score -3140361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3140363.750000 Penalty: 4972.025391
	Iteration 71Q: 3 clusters Score -3140364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -3140366.000000 Penalty: 4972.025391
	Iteration 72Q: 3 clusters Score -3140366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3140366.500000 Penalty: 4972.025391
	Iteration 73Q: 3 clusters Score -3140366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -3140369.250000 Penalty: 4972.025391
	Iteration 74Q: 3 clusters Score -3140369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -3140366.250000 Penalty: 4972.025391
	Iteration 75Q: 3 clusters Score -3140366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -3140368.750000 Penalty: 4972.025391
	Iteration 76Q: 3 clusters Score -3140369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -3140372.250000 Penalty: 4972.025391
	Iteration 77Q: 3 clusters Score -3140372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -3140378.500000 Penalty: 4972.025391
	Iteration 78Q: 3 clusters Score -3140378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -3140377.750000 Penalty: 4972.025391
	Iteration 79Q: 3 clusters Score -3140378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -3140373.250000 Penalty: 4972.025391
	Iteration 80F: 3 clusters Score -3140373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3140375.750000 Penalty: 4972.025391
	Iteration 81Q: 3 clusters Score -3140376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -3140378.750000 Penalty: 4972.025391
	Iteration 82Q: 3 clusters Score -3140379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3140379.750000 Penalty: 4972.025391
	Iteration 83Q: 3 clusters Score -3140380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -3140380.250000 Penalty: 4972.025391
	Iteration 84Q: 3 clusters Score -3140380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -3140377.750000 Penalty: 4972.025391
	Iteration 85Q: 3 clusters Score -3140378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3140375.500000 Penalty: 4972.025391
	Iteration 86Q: 3 clusters Score -3140376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -3140378.250000 Penalty: 4972.025391
	Iteration 87Q: 3 clusters Score -3140378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -3140378.500000 Penalty: 4972.025391
	Iteration 88Q: 3 clusters Score -3140378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3140381.750000 Penalty: 4972.025391
	Iteration 89Q: 3 clusters Score -3140382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -3140380.000000 Penalty: 4972.025391
	Iteration 90Q: 3 clusters Score -3140380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -3140375.750000 Penalty: 4972.025391
	Iteration 91Q: 3 clusters Score -3140376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -3140376.500000 Penalty: 4972.025391
	Iteration 92Q: 3 clusters Score -3140376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -3140377.500000 Penalty: 4972.025391
	Iteration 93Q: 3 clusters Score -3140378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -3140377.500000 Penalty: 4972.025391
	Iteration 94F: 3 clusters Score -3140378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2872 members 
Entering Unmasked Estep 
Score: -408677.437500 Penalty: 1974.765381
	Iteration 0F: 2 clusters Score -408677.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -405486.312500 Penalty: 3949.530762
	Iteration 0F: 3 clusters Score -405486.3 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -406124.250000 Penalty: 3949.530762
	Iteration 1F: 3 clusters Score -406124.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -406238.937500 Penalty: 3949.530762
	Iteration 2F: 3 clusters Score -406238.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -406293.625000 Penalty: 3949.530762
	Iteration 3Q: 3 clusters Score -406293.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -406332.875000 Penalty: 3949.530762
	Iteration 4Q: 3 clusters Score -406332.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -406358.125000 Penalty: 3949.530762
	Iteration 5Q: 3 clusters Score -406358.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -406383.781250 Penalty: 3949.530762
	Iteration 6Q: 3 clusters Score -406383.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -406402.437500 Penalty: 3949.530762
	Iteration 7Q: 3 clusters Score -406402.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -406418.562500 Penalty: 3949.530762
	Iteration 8Q: 3 clusters Score -406418.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -406438.531250 Penalty: 3949.530762
	Iteration 9Q: 3 clusters Score -406438.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -406459.000000 Penalty: 3949.530762
	Iteration 10Q: 3 clusters Score -406459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -406476.875000 Penalty: 3949.530762
	Iteration 11Q: 3 clusters Score -406476.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -406495.781250 Penalty: 3949.530762
	Iteration 12Q: 3 clusters Score -406495.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -406515.281250 Penalty: 3949.530762
	Iteration 13Q: 3 clusters Score -406515.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -406533.343750 Penalty: 3949.530762
	Iteration 14Q: 3 clusters Score -406533.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -406554.375000 Penalty: 3949.530762
	Iteration 15Q: 3 clusters Score -406554.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -406567.937500 Penalty: 3949.530762
	Iteration 16Q: 3 clusters Score -406567.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -406583.187500 Penalty: 3949.530762
	Iteration 17Q: 3 clusters Score -406583.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -406591.593750 Penalty: 3949.530762
	Iteration 18Q: 3 clusters Score -406591.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -406602.343750 Penalty: 3949.530762
	Iteration 19Q: 3 clusters Score -406602.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -406616.843750 Penalty: 3949.530762
	Iteration 20F: 3 clusters Score -406616.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -406633.531250 Penalty: 3949.530762
	Iteration 21Q: 3 clusters Score -406633.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -406645.718750 Penalty: 3949.530762
	Iteration 22Q: 3 clusters Score -406645.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -406656.218750 Penalty: 3949.530762
	Iteration 23Q: 3 clusters Score -406656.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -406666.156250 Penalty: 3949.530762
	Iteration 24Q: 3 clusters Score -406666.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -406681.000000 Penalty: 3949.530762
	Iteration 25Q: 3 clusters Score -406681 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -406696.812500 Penalty: 3949.530762
	Iteration 26Q: 3 clusters Score -406696.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -406708.500000 Penalty: 3949.530762
	Iteration 27Q: 3 clusters Score -406708.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -406719.125000 Penalty: 3949.530762
	Iteration 28Q: 3 clusters Score -406719.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -406728.531250 Penalty: 3949.530762
	Iteration 29Q: 3 clusters Score -406728.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -406734.437500 Penalty: 3949.530762
	Iteration 30Q: 3 clusters Score -406734.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -406740.656250 Penalty: 3949.530762
	Iteration 31Q: 3 clusters Score -406740.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -406747.937500 Penalty: 3949.530762
	Iteration 32Q: 3 clusters Score -406747.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -406756.406250 Penalty: 3949.530762
	Iteration 33Q: 3 clusters Score -406756.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -406763.000000 Penalty: 3949.530762
	Iteration 34Q: 3 clusters Score -406763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -406766.687500 Penalty: 3949.530762
	Iteration 35Q: 3 clusters Score -406766.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -406772.625000 Penalty: 3949.530762
	Iteration 36Q: 3 clusters Score -406772.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -406775.250000 Penalty: 3949.530762
	Iteration 37Q: 3 clusters Score -406775.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -406778.250000 Penalty: 3949.530762
	Iteration 38Q: 3 clusters Score -406778.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -406780.718750 Penalty: 3949.530762
	Iteration 39Q: 3 clusters Score -406780.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -406784.156250 Penalty: 3949.530762
	Iteration 40F: 3 clusters Score -406784.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -406788.875000 Penalty: 3949.530762
	Iteration 41Q: 3 clusters Score -406788.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -406793.812500 Penalty: 3949.530762
	Iteration 42Q: 3 clusters Score -406793.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -406796.937500 Penalty: 3949.530762
	Iteration 43Q: 3 clusters Score -406796.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -406801.812500 Penalty: 3949.530762
	Iteration 44Q: 3 clusters Score -406801.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -406806.875000 Penalty: 3949.530762
	Iteration 45Q: 3 clusters Score -406806.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -406809.156250 Penalty: 3949.530762
	Iteration 46Q: 3 clusters Score -406809.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -406818.156250 Penalty: 3949.530762
	Iteration 47Q: 3 clusters Score -406818.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -406824.218750 Penalty: 3949.530762
	Iteration 48Q: 3 clusters Score -406824.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -406835.625000 Penalty: 3949.530762
	Iteration 49Q: 3 clusters Score -406835.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -406850.156250 Penalty: 3949.530762
	Iteration 50Q: 3 clusters Score -406850.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -406865.000000 Penalty: 3949.530762
	Iteration 51Q: 3 clusters Score -406865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -406876.218750 Penalty: 3949.530762
	Iteration 52Q: 3 clusters Score -406876.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -406887.000000 Penalty: 3949.530762
	Iteration 53Q: 3 clusters Score -406887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -406897.843750 Penalty: 3949.530762
	Iteration 54Q: 3 clusters Score -406897.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -406905.875000 Penalty: 3949.530762
	Iteration 55Q: 3 clusters Score -406905.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -406916.656250 Penalty: 3949.530762
	Iteration 56Q: 3 clusters Score -406916.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -406925.593750 Penalty: 3949.530762
	Iteration 57Q: 3 clusters Score -406925.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -406933.250000 Penalty: 3949.530762
	Iteration 58Q: 3 clusters Score -406933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -406938.500000 Penalty: 3949.530762
	Iteration 59Q: 3 clusters Score -406938.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -406944.625000 Penalty: 3949.530762
	Iteration 60F: 3 clusters Score -406944.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -406948.656250 Penalty: 3949.530762
	Iteration 61Q: 3 clusters Score -406948.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -406952.375000 Penalty: 3949.530762
	Iteration 62Q: 3 clusters Score -406952.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -406955.093750 Penalty: 3949.530762
	Iteration 63Q: 3 clusters Score -406955.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -406957.406250 Penalty: 3949.530762
	Iteration 64Q: 3 clusters Score -406957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -406957.875000 Penalty: 3949.530762
	Iteration 65Q: 3 clusters Score -406957.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -406959.687500 Penalty: 3949.530762
	Iteration 66Q: 3 clusters Score -406959.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -406959.687500 Penalty: 3949.530762
	Iteration 67F: 3 clusters Score -406959.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Entering Unmasked Estep 
Score: -6482166.000000 Penalty: 2674.217529
	Iteration 0F: 2 clusters Score -6482166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -6449641.000000 Penalty: 5348.435059
	Iteration 0F: 3 clusters Score -6449641 nChanged 22223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -6462296.500000 Penalty: 5348.435059
	Iteration 1F: 3 clusters Score -6462296 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -6462938.500000 Penalty: 5348.435059
	Iteration 2Q: 3 clusters Score -6462938 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -6463690.000000 Penalty: 5348.435059
	Iteration 3Q: 3 clusters Score -6463690 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -6464555.000000 Penalty: 5348.435059
	Iteration 4Q: 3 clusters Score -6464555 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -6465577.500000 Penalty: 5348.435059
	Iteration 5Q: 3 clusters Score -6465578 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -6466741.000000 Penalty: 5348.435059
	Iteration 6Q: 3 clusters Score -6466741 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -6468090.000000 Penalty: 5348.435059
	Iteration 7Q: 3 clusters Score -6468090 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -6469839.500000 Penalty: 5348.435059
	Iteration 8F: 3 clusters Score -6469840 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -6471536.500000 Penalty: 5348.435059
	Iteration 9F: 3 clusters Score -6471536 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -6473159.000000 Penalty: 5348.435059
	Iteration 10Q: 3 clusters Score -6473159 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -6474576.000000 Penalty: 5348.435059
	Iteration 11Q: 3 clusters Score -6474576 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -6475809.000000 Penalty: 5348.435059
	Iteration 12Q: 3 clusters Score -6475809 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -6476968.500000 Penalty: 5348.435059
	Iteration 13Q: 3 clusters Score -6476968 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -6477928.000000 Penalty: 5348.435059
	Iteration 14Q: 3 clusters Score -6477928 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -6478666.500000 Penalty: 5348.435059
	Iteration 15Q: 3 clusters Score -6478666 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -6479197.000000 Penalty: 5348.435059
	Iteration 16Q: 3 clusters Score -6479197 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -6479629.000000 Penalty: 5348.435059
	Iteration 17Q: 3 clusters Score -6479629 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -6479989.500000 Penalty: 5348.435059
	Iteration 18Q: 3 clusters Score -6479990 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -6480170.500000 Penalty: 5348.435059
	Iteration 19Q: 3 clusters Score -6480170 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -6480320.500000 Penalty: 5348.435059
	Iteration 20F: 3 clusters Score -6480320 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -6480426.500000 Penalty: 5348.435059
	Iteration 21Q: 3 clusters Score -6480426 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -6480519.500000 Penalty: 5348.435059
	Iteration 22Q: 3 clusters Score -6480520 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -6480583.500000 Penalty: 5348.435059
	Iteration 23Q: 3 clusters Score -6480584 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -6480669.500000 Penalty: 5348.435059
	Iteration 24Q: 3 clusters Score -6480670 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41011 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -6480711.000000 Penalty: 5348.435059
	Iteration 25Q: 3 clusters Score -6480711 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -6480752.000000 Penalty: 5348.435059
	Iteration 26Q: 3 clusters Score -6480752 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -6480797.000000 Penalty: 5348.435059
	Iteration 27Q: 3 clusters Score -6480797 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -6480864.500000 Penalty: 5348.435059
	Iteration 28Q: 3 clusters Score -6480864 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -6480924.000000 Penalty: 5348.435059
	Iteration 29Q: 3 clusters Score -6480924 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -6480971.000000 Penalty: 5348.435059
	Iteration 30Q: 3 clusters Score -6480971 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -6481007.000000 Penalty: 5348.435059
	Iteration 31Q: 3 clusters Score -6481007 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -6481073.000000 Penalty: 5348.435059
	Iteration 32Q: 3 clusters Score -6481073 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -6481114.000000 Penalty: 5348.435059
	Iteration 33Q: 3 clusters Score -6481114 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -6481143.000000 Penalty: 5348.435059
	Iteration 34Q: 3 clusters Score -6481143 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -6481183.500000 Penalty: 5348.435059
	Iteration 35Q: 3 clusters Score -6481184 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -6481204.500000 Penalty: 5348.435059
	Iteration 36Q: 3 clusters Score -6481204 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -6481213.000000 Penalty: 5348.435059
	Iteration 37Q: 3 clusters Score -6481213 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -6481243.000000 Penalty: 5348.435059
	Iteration 38Q: 3 clusters Score -6481243 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -6481265.500000 Penalty: 5348.435059
	Iteration 39Q: 3 clusters Score -6481266 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -6481284.000000 Penalty: 5348.435059
	Iteration 40F: 3 clusters Score -6481284 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -6481311.500000 Penalty: 5348.435059
	Iteration 41Q: 3 clusters Score -6481312 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -6481299.500000 Penalty: 5348.435059
	Iteration 42Q: 3 clusters Score -6481300 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -6481325.500000 Penalty: 5348.435059
	Iteration 43Q: 3 clusters Score -6481326 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -6481352.500000 Penalty: 5348.435059
	Iteration 44Q: 3 clusters Score -6481352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -6481354.500000 Penalty: 5348.435059
	Iteration 45Q: 3 clusters Score -6481354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -6481390.500000 Penalty: 5348.435059
	Iteration 46Q: 3 clusters Score -6481390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -6481389.500000 Penalty: 5348.435059
	Iteration 47Q: 3 clusters Score -6481390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -6481407.500000 Penalty: 5348.435059
	Iteration 48Q: 3 clusters Score -6481408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43666 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -6481418.000000 Penalty: 5348.435059
	Iteration 49Q: 3 clusters Score -6481418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -6481414.000000 Penalty: 5348.435059
	Iteration 50Q: 3 clusters Score -6481414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -6481431.500000 Penalty: 5348.435059
	Iteration 51Q: 3 clusters Score -6481432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -6481428.500000 Penalty: 5348.435059
	Iteration 52Q: 3 clusters Score -6481428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -6481415.000000 Penalty: 5348.435059
	Iteration 53Q: 3 clusters Score -6481415 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -6481404.000000 Penalty: 5348.435059
	Iteration 54Q: 3 clusters Score -6481404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -6481399.000000 Penalty: 5348.435059
	Iteration 55Q: 3 clusters Score -6481399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -6481418.000000 Penalty: 5348.435059
	Iteration 56Q: 3 clusters Score -6481418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -6481414.000000 Penalty: 5348.435059
	Iteration 57Q: 3 clusters Score -6481414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -6481419.000000 Penalty: 5348.435059
	Iteration 58Q: 3 clusters Score -6481419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -6481422.500000 Penalty: 5348.435059
	Iteration 59Q: 3 clusters Score -6481422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -6481435.000000 Penalty: 5348.435059
	Iteration 60F: 3 clusters Score -6481435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -6481419.500000 Penalty: 5348.435059
	Iteration 61Q: 3 clusters Score -6481420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -6481412.500000 Penalty: 5348.435059
	Iteration 62Q: 3 clusters Score -6481412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -6481419.000000 Penalty: 5348.435059
	Iteration 63Q: 3 clusters Score -6481419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43881 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -6481419.500000 Penalty: 5348.435059
	Iteration 64Q: 3 clusters Score -6481420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -6481414.500000 Penalty: 5348.435059
	Iteration 65Q: 3 clusters Score -6481414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -6481406.500000 Penalty: 5348.435059
	Iteration 66Q: 3 clusters Score -6481406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -6481403.000000 Penalty: 5348.435059
	Iteration 67Q: 3 clusters Score -6481403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -6481409.000000 Penalty: 5348.435059
	Iteration 68Q: 3 clusters Score -6481409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -6481410.500000 Penalty: 5348.435059
	Iteration 69Q: 3 clusters Score -6481410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -6481418.500000 Penalty: 5348.435059
	Iteration 70Q: 3 clusters Score -6481418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -6481428.000000 Penalty: 5348.435059
	Iteration 71Q: 3 clusters Score -6481428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -6481424.500000 Penalty: 5348.435059
	Iteration 72Q: 3 clusters Score -6481424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -6481427.500000 Penalty: 5348.435059
	Iteration 73Q: 3 clusters Score -6481428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -6481411.500000 Penalty: 5348.435059
	Iteration 74Q: 3 clusters Score -6481412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -6481409.000000 Penalty: 5348.435059
	Iteration 75Q: 3 clusters Score -6481409 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -6481411.000000 Penalty: 5348.435059
	Iteration 76Q: 3 clusters Score -6481411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -6481420.000000 Penalty: 5348.435059
	Iteration 77Q: 3 clusters Score -6481420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -6481430.000000 Penalty: 5348.435059
	Iteration 78Q: 3 clusters Score -6481430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -6481426.000000 Penalty: 5348.435059
	Iteration 79Q: 3 clusters Score -6481426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -6481433.000000 Penalty: 5348.435059
	Iteration 80F: 3 clusters Score -6481433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -6481432.500000 Penalty: 5348.435059
	Iteration 81Q: 3 clusters Score -6481432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -6481440.000000 Penalty: 5348.435059
	Iteration 82Q: 3 clusters Score -6481440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -6481438.500000 Penalty: 5348.435059
	Iteration 83Q: 3 clusters Score -6481438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -6481434.500000 Penalty: 5348.435059
	Iteration 84Q: 3 clusters Score -6481434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -6481443.000000 Penalty: 5348.435059
	Iteration 85Q: 3 clusters Score -6481443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -6481439.500000 Penalty: 5348.435059
	Iteration 86Q: 3 clusters Score -6481440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -6481433.000000 Penalty: 5348.435059
	Iteration 87Q: 3 clusters Score -6481433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44061 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -6481442.000000 Penalty: 5348.435059
	Iteration 88Q: 3 clusters Score -6481442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -6481441.000000 Penalty: 5348.435059
	Iteration 89Q: 3 clusters Score -6481441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6481440.000000 Penalty: 5348.435059
	Iteration 90Q: 3 clusters Score -6481440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -6481439.000000 Penalty: 5348.435059
	Iteration 91Q: 3 clusters Score -6481439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -6481439.000000 Penalty: 5348.435059
	Iteration 92Q: 3 clusters Score -6481439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -6481439.500000 Penalty: 5348.435059
	Iteration 93Q: 3 clusters Score -6481440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -6481445.000000 Penalty: 5348.435059
	Iteration 94Q: 3 clusters Score -6481445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -6481442.000000 Penalty: 5348.435059
	Iteration 95Q: 3 clusters Score -6481442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -6481442.000000 Penalty: 5348.435059
	Iteration 96F: 3 clusters Score -6481442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -78191.507812 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -78191.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -76609.656250 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -76609.66 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -76813.531250 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -76813.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -76900.539062 Penalty: 3167.056396
	Iteration 2Q: 3 clusters Score -76900.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76934.648438 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -76934.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76958.062500 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -76958.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -76969.937500 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -76969.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -76978.226562 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -76978.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76982.203125 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -76982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -76982.203125 Penalty: 3167.056396
	Iteration 8F: 3 clusters Score -76982.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Entering Unmasked Estep 
Score: -4237010.000000 Penalty: 2567.970947
	Iteration 0F: 2 clusters Score -4237010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -4215613.000000 Penalty: 5135.941895
	Iteration 0F: 3 clusters Score -4215613 nChanged 14025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -4223342.000000 Penalty: 5135.941895
	Iteration 1F: 3 clusters Score -4223342 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4223962.500000 Penalty: 5135.941895
	Iteration 2F: 3 clusters Score -4223962 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -4224568.000000 Penalty: 5135.941895
	Iteration 3Q: 3 clusters Score -4224568 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -4225230.000000 Penalty: 5135.941895
	Iteration 4Q: 3 clusters Score -4225230 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -4226034.500000 Penalty: 5135.941895
	Iteration 5Q: 3 clusters Score -4226034 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -4226973.500000 Penalty: 5135.941895
	Iteration 6F: 3 clusters Score -4226974 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -4228169.000000 Penalty: 5135.941895
	Iteration 7F: 3 clusters Score -4228169 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -4229445.000000 Penalty: 5135.941895
	Iteration 8F: 3 clusters Score -4229445 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -4230564.000000 Penalty: 5135.941895
	Iteration 9Q: 3 clusters Score -4230564 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -4231406.500000 Penalty: 5135.941895
	Iteration 10Q: 3 clusters Score -4231406 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -4232005.500000 Penalty: 5135.941895
	Iteration 11Q: 3 clusters Score -4232006 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4232424.000000 Penalty: 5135.941895
	Iteration 12Q: 3 clusters Score -4232424 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27271 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -4232757.500000 Penalty: 5135.941895
	Iteration 13Q: 3 clusters Score -4232758 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -4233048.000000 Penalty: 5135.941895
	Iteration 14Q: 3 clusters Score -4233048 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -4233288.000000 Penalty: 5135.941895
	Iteration 15Q: 3 clusters Score -4233288 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -4233472.000000 Penalty: 5135.941895
	Iteration 16Q: 3 clusters Score -4233472 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -4233662.500000 Penalty: 5135.941895
	Iteration 17Q: 3 clusters Score -4233662 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4233846.000000 Penalty: 5135.941895
	Iteration 18Q: 3 clusters Score -4233846 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -4233967.000000 Penalty: 5135.941895
	Iteration 19Q: 3 clusters Score -4233967 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -4234093.000000 Penalty: 5135.941895
	Iteration 20F: 3 clusters Score -4234093 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4234188.000000 Penalty: 5135.941895
	Iteration 21Q: 3 clusters Score -4234188 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4234264.500000 Penalty: 5135.941895
	Iteration 22Q: 3 clusters Score -4234264 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4234341.500000 Penalty: 5135.941895
	Iteration 23Q: 3 clusters Score -4234342 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -4234406.500000 Penalty: 5135.941895
	Iteration 24Q: 3 clusters Score -4234406 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4234468.500000 Penalty: 5135.941895
	Iteration 25Q: 3 clusters Score -4234468 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4234515.500000 Penalty: 5135.941895
	Iteration 26Q: 3 clusters Score -4234516 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4234559.500000 Penalty: 5135.941895
	Iteration 27Q: 3 clusters Score -4234560 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4234603.000000 Penalty: 5135.941895
	Iteration 28Q: 3 clusters Score -4234603 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4234626.500000 Penalty: 5135.941895
	Iteration 29Q: 3 clusters Score -4234626 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4234658.500000 Penalty: 5135.941895
	Iteration 30Q: 3 clusters Score -4234658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4234666.500000 Penalty: 5135.941895
	Iteration 31Q: 3 clusters Score -4234666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4234678.500000 Penalty: 5135.941895
	Iteration 32Q: 3 clusters Score -4234678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4234683.500000 Penalty: 5135.941895
	Iteration 33Q: 3 clusters Score -4234684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4234703.000000 Penalty: 5135.941895
	Iteration 34Q: 3 clusters Score -4234703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4234708.000000 Penalty: 5135.941895
	Iteration 35Q: 3 clusters Score -4234708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4234722.500000 Penalty: 5135.941895
	Iteration 36Q: 3 clusters Score -4234722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4234733.500000 Penalty: 5135.941895
	Iteration 37Q: 3 clusters Score -4234734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30871 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -4234748.500000 Penalty: 5135.941895
	Iteration 38Q: 3 clusters Score -4234748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4234755.500000 Penalty: 5135.941895
	Iteration 39Q: 3 clusters Score -4234756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4234766.000000 Penalty: 5135.941895
	Iteration 40F: 3 clusters Score -4234766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4234775.500000 Penalty: 5135.941895
	Iteration 41Q: 3 clusters Score -4234776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4234781.500000 Penalty: 5135.941895
	Iteration 42Q: 3 clusters Score -4234782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4234784.000000 Penalty: 5135.941895
	Iteration 43Q: 3 clusters Score -4234784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -4234787.500000 Penalty: 5135.941895
	Iteration 44Q: 3 clusters Score -4234788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4234790.000000 Penalty: 5135.941895
	Iteration 45Q: 3 clusters Score -4234790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -4234789.500000 Penalty: 5135.941895
	Iteration 46Q: 3 clusters Score -4234790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -4234791.000000 Penalty: 5135.941895
	Iteration 47Q: 3 clusters Score -4234791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4234793.000000 Penalty: 5135.941895
	Iteration 48Q: 3 clusters Score -4234793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -4234793.000000 Penalty: 5135.941895
	Iteration 49F: 3 clusters Score -4234793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -151419.375000 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -151419.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -149404.031250 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -149404 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -149703.125000 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -149703.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -149777.843750 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -149777.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -149829.109375 Penalty: 3479.793213
	Iteration 3Q: 3 clusters Score -149829.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -149882.328125 Penalty: 3479.793213
	Iteration 4Q: 3 clusters Score -149882.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -149919.000000 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -149919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -149947.515625 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -149947.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -149967.437500 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -149967.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -149981.640625 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -149981.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -149989.812500 Penalty: 3479.793213
	Iteration 9Q: 3 clusters Score -149989.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -149997.484375 Penalty: 3479.793213
	Iteration 10Q: 3 clusters Score -149997.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -150000.703125 Penalty: 3479.793213
	Iteration 11Q: 3 clusters Score -150000.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -150005.015625 Penalty: 3479.793213
	Iteration 12Q: 3 clusters Score -150005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -150007.046875 Penalty: 3479.793213
	Iteration 13Q: 3 clusters Score -150007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -150009.937500 Penalty: 3479.793213
	Iteration 14Q: 3 clusters Score -150009.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -150012.921875 Penalty: 3479.793213
	Iteration 15Q: 3 clusters Score -150012.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -150015.000000 Penalty: 3479.793213
	Iteration 16Q: 3 clusters Score -150015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -150015.000000 Penalty: 3479.793213
	Iteration 17F: 3 clusters Score -150015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Entering Unmasked Estep 
Score: -3556594.750000 Penalty: 2542.704590
	Iteration 0F: 2 clusters Score -3556595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3537122.750000 Penalty: 5085.409180
	Iteration 0F: 3 clusters Score -3537123 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -3544383.250000 Penalty: 5085.409180
	Iteration 1F: 3 clusters Score -3544383 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3545341.250000 Penalty: 5085.409180
	Iteration 2F: 3 clusters Score -3545341 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -3546414.000000 Penalty: 5085.409180
	Iteration 3F: 3 clusters Score -3546414 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -3547479.500000 Penalty: 5085.409180
	Iteration 4F: 3 clusters Score -3547480 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -3548465.750000 Penalty: 5085.409180
	Iteration 5F: 3 clusters Score -3548466 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -3549516.250000 Penalty: 5085.409180
	Iteration 6F: 3 clusters Score -3549516 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3550560.250000 Penalty: 5085.409180
	Iteration 7F: 3 clusters Score -3550560 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -3551501.500000 Penalty: 5085.409180
	Iteration 8Q: 3 clusters Score -3551502 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -3552165.250000 Penalty: 5085.409180
	Iteration 9Q: 3 clusters Score -3552165 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -3552582.750000 Penalty: 5085.409180
	Iteration 10Q: 3 clusters Score -3552583 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3552920.000000 Penalty: 5085.409180
	Iteration 11Q: 3 clusters Score -3552920 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -3553134.250000 Penalty: 5085.409180
	Iteration 12Q: 3 clusters Score -3553134 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -3553343.000000 Penalty: 5085.409180
	Iteration 13Q: 3 clusters Score -3553343 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -3553504.250000 Penalty: 5085.409180
	Iteration 14Q: 3 clusters Score -3553504 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3553623.500000 Penalty: 5085.409180
	Iteration 15Q: 3 clusters Score -3553624 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -3553756.250000 Penalty: 5085.409180
	Iteration 16Q: 3 clusters Score -3553756 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -3553853.500000 Penalty: 5085.409180
	Iteration 17Q: 3 clusters Score -3553854 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3553936.500000 Penalty: 5085.409180
	Iteration 18Q: 3 clusters Score -3553936 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -3554047.500000 Penalty: 5085.409180
	Iteration 19Q: 3 clusters Score -3554048 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -3554133.500000 Penalty: 5085.409180
	Iteration 20F: 3 clusters Score -3554134 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -3554203.750000 Penalty: 5085.409180
	Iteration 21Q: 3 clusters Score -3554204 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -3554273.500000 Penalty: 5085.409180
	Iteration 22Q: 3 clusters Score -3554274 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3554341.250000 Penalty: 5085.409180
	Iteration 23Q: 3 clusters Score -3554341 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3554397.500000 Penalty: 5085.409180
	Iteration 24Q: 3 clusters Score -3554398 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -3554447.750000 Penalty: 5085.409180
	Iteration 25Q: 3 clusters Score -3554448 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -3554498.250000 Penalty: 5085.409180
	Iteration 26Q: 3 clusters Score -3554498 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -3554536.250000 Penalty: 5085.409180
	Iteration 27Q: 3 clusters Score -3554536 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -3554575.000000 Penalty: 5085.409180
	Iteration 28Q: 3 clusters Score -3554575 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3554618.750000 Penalty: 5085.409180
	Iteration 29Q: 3 clusters Score -3554619 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3554666.250000 Penalty: 5085.409180
	Iteration 30Q: 3 clusters Score -3554666 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -3554690.250000 Penalty: 5085.409180
	Iteration 31Q: 3 clusters Score -3554690 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -3554729.000000 Penalty: 5085.409180
	Iteration 32Q: 3 clusters Score -3554729 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -3554749.250000 Penalty: 5085.409180
	Iteration 33Q: 3 clusters Score -3554749 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -3554770.750000 Penalty: 5085.409180
	Iteration 34Q: 3 clusters Score -3554771 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3554774.000000 Penalty: 5085.409180
	Iteration 35Q: 3 clusters Score -3554774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3554791.250000 Penalty: 5085.409180
	Iteration 36Q: 3 clusters Score -3554791 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -3554798.750000 Penalty: 5085.409180
	Iteration 37Q: 3 clusters Score -3554799 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -3554808.000000 Penalty: 5085.409180
	Iteration 38Q: 3 clusters Score -3554808 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -3554819.750000 Penalty: 5085.409180
	Iteration 39Q: 3 clusters Score -3554820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 22784 members 
Entering Unmasked Estep 
Score: -3554827.250000 Penalty: 5085.409180
	Iteration 40F: 3 clusters Score -3554827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3554837.000000 Penalty: 5085.409180
	Iteration 41Q: 3 clusters Score -3554837 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -3554837.750000 Penalty: 5085.409180
	Iteration 42Q: 3 clusters Score -3554838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3554855.750000 Penalty: 5085.409180
	Iteration 43Q: 3 clusters Score -3554856 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -3554866.750000 Penalty: 5085.409180
	Iteration 44Q: 3 clusters Score -3554867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -3554867.250000 Penalty: 5085.409180
	Iteration 45Q: 3 clusters Score -3554867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3554885.250000 Penalty: 5085.409180
	Iteration 46Q: 3 clusters Score -3554885 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -3554892.750000 Penalty: 5085.409180
	Iteration 47Q: 3 clusters Score -3554893 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -3554898.750000 Penalty: 5085.409180
	Iteration 48Q: 3 clusters Score -3554899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -3554904.000000 Penalty: 5085.409180
	Iteration 49Q: 3 clusters Score -3554904 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3554916.250000 Penalty: 5085.409180
	Iteration 50Q: 3 clusters Score -3554916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3554920.750000 Penalty: 5085.409180
	Iteration 51Q: 3 clusters Score -3554921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -3554915.500000 Penalty: 5085.409180
	Iteration 52Q: 3 clusters Score -3554916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -3554924.500000 Penalty: 5085.409180
	Iteration 53Q: 3 clusters Score -3554924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3554934.000000 Penalty: 5085.409180
	Iteration 54Q: 3 clusters Score -3554934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -3554936.750000 Penalty: 5085.409180
	Iteration 55Q: 3 clusters Score -3554937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -3554941.000000 Penalty: 5085.409180
	Iteration 56Q: 3 clusters Score -3554941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -3554936.750000 Penalty: 5085.409180
	Iteration 57Q: 3 clusters Score -3554937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -3554947.750000 Penalty: 5085.409180
	Iteration 58Q: 3 clusters Score -3554948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -3554955.250000 Penalty: 5085.409180
	Iteration 59Q: 3 clusters Score -3554955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -3554960.750000 Penalty: 5085.409180
	Iteration 60F: 3 clusters Score -3554961 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3554968.250000 Penalty: 5085.409180
	Iteration 61Q: 3 clusters Score -3554968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -3554979.500000 Penalty: 5085.409180
	Iteration 62Q: 3 clusters Score -3554980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3554981.000000 Penalty: 5085.409180
	Iteration 63Q: 3 clusters Score -3554981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -3554985.000000 Penalty: 5085.409180
	Iteration 64Q: 3 clusters Score -3554985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -3554984.750000 Penalty: 5085.409180
	Iteration 65Q: 3 clusters Score -3554985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3554987.250000 Penalty: 5085.409180
	Iteration 66Q: 3 clusters Score -3554987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -3555004.750000 Penalty: 5085.409180
	Iteration 67Q: 3 clusters Score -3555005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3555011.750000 Penalty: 5085.409180
	Iteration 68Q: 3 clusters Score -3555012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -3555012.500000 Penalty: 5085.409180
	Iteration 69Q: 3 clusters Score -3555012 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -3555024.000000 Penalty: 5085.409180
	Iteration 70Q: 3 clusters Score -3555024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -3555020.500000 Penalty: 5085.409180
	Iteration 71Q: 3 clusters Score -3555020 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3555029.000000 Penalty: 5085.409180
	Iteration 72Q: 3 clusters Score -3555029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -3555027.000000 Penalty: 5085.409180
	Iteration 73Q: 3 clusters Score -3555027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3555028.250000 Penalty: 5085.409180
	Iteration 74Q: 3 clusters Score -3555028 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3555037.750000 Penalty: 5085.409180
	Iteration 75Q: 3 clusters Score -3555038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 24227 members 
Entering Unmasked Estep 
Score: -3555038.000000 Penalty: 5085.409180
	Iteration 76Q: 3 clusters Score -3555038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -3555042.250000 Penalty: 5085.409180
	Iteration 77Q: 3 clusters Score -3555042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3555038.000000 Penalty: 5085.409180
	Iteration 78Q: 3 clusters Score -3555038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -3555043.000000 Penalty: 5085.409180
	Iteration 79Q: 3 clusters Score -3555043 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3555051.500000 Penalty: 5085.409180
	Iteration 80F: 3 clusters Score -3555052 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -3555059.500000 Penalty: 5085.409180
	Iteration 81Q: 3 clusters Score -3555060 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -3555057.750000 Penalty: 5085.409180
	Iteration 82Q: 3 clusters Score -3555058 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3555067.250000 Penalty: 5085.409180
	Iteration 83Q: 3 clusters Score -3555067 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -3555069.250000 Penalty: 5085.409180
	Iteration 84Q: 3 clusters Score -3555069 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3555077.000000 Penalty: 5085.409180
	Iteration 85Q: 3 clusters Score -3555077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3555076.500000 Penalty: 5085.409180
	Iteration 86Q: 3 clusters Score -3555076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -3555083.750000 Penalty: 5085.409180
	Iteration 87Q: 3 clusters Score -3555084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -3555078.750000 Penalty: 5085.409180
	Iteration 88Q: 3 clusters Score -3555079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -3555088.750000 Penalty: 5085.409180
	Iteration 89Q: 3 clusters Score -3555089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3555094.500000 Penalty: 5085.409180
	Iteration 90Q: 3 clusters Score -3555094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -3555091.250000 Penalty: 5085.409180
	Iteration 91Q: 3 clusters Score -3555091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 24579 members 
Entering Unmasked Estep 
Score: -3555094.250000 Penalty: 5085.409180
	Iteration 92Q: 3 clusters Score -3555094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3555094.750000 Penalty: 5085.409180
	Iteration 93Q: 3 clusters Score -3555095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3555093.250000 Penalty: 5085.409180
	Iteration 94Q: 3 clusters Score -3555093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -3555105.250000 Penalty: 5085.409180
	Iteration 95Q: 3 clusters Score -3555105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -3555108.250000 Penalty: 5085.409180
	Iteration 96Q: 3 clusters Score -3555108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -3555118.250000 Penalty: 5085.409180
	Iteration 97Q: 3 clusters Score -3555118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3555122.750000 Penalty: 5085.409180
	Iteration 98Q: 3 clusters Score -3555123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -3555131.000000 Penalty: 5085.409180
	Iteration 99Q: 3 clusters Score -3555131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -3555130.750000 Penalty: 5085.409180
	Iteration 100F: 3 clusters Score -3555131 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -3555135.500000 Penalty: 5085.409180
	Iteration 101Q: 3 clusters Score -3555136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -3555139.250000 Penalty: 5085.409180
	Iteration 102Q: 3 clusters Score -3555139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3555145.250000 Penalty: 5085.409180
	Iteration 103Q: 3 clusters Score -3555145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3555141.000000 Penalty: 5085.409180
	Iteration 104Q: 3 clusters Score -3555141 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -3555153.250000 Penalty: 5085.409180
	Iteration 105Q: 3 clusters Score -3555153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3555154.000000 Penalty: 5085.409180
	Iteration 106Q: 3 clusters Score -3555154 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3555164.250000 Penalty: 5085.409180
	Iteration 107Q: 3 clusters Score -3555164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -3555167.250000 Penalty: 5085.409180
	Iteration 108Q: 3 clusters Score -3555167 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -3555176.500000 Penalty: 5085.409180
	Iteration 109Q: 3 clusters Score -3555176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3555175.750000 Penalty: 5085.409180
	Iteration 110Q: 3 clusters Score -3555176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3555186.500000 Penalty: 5085.409180
	Iteration 111Q: 3 clusters Score -3555186 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3555181.000000 Penalty: 5085.409180
	Iteration 112Q: 3 clusters Score -3555181 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -3555196.250000 Penalty: 5085.409180
	Iteration 113Q: 3 clusters Score -3555196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3555197.750000 Penalty: 5085.409180
	Iteration 114Q: 3 clusters Score -3555198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3555197.500000 Penalty: 5085.409180
	Iteration 115Q: 3 clusters Score -3555198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -3555199.250000 Penalty: 5085.409180
	Iteration 116Q: 3 clusters Score -3555199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3555204.250000 Penalty: 5085.409180
	Iteration 117Q: 3 clusters Score -3555204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3555211.000000 Penalty: 5085.409180
	Iteration 118Q: 3 clusters Score -3555211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -3555212.000000 Penalty: 5085.409180
	Iteration 119Q: 3 clusters Score -3555212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3555211.500000 Penalty: 5085.409180
	Iteration 120F: 3 clusters Score -3555212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3555219.250000 Penalty: 5085.409180
	Iteration 121Q: 3 clusters Score -3555219 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3555225.000000 Penalty: 5085.409180
	Iteration 122Q: 3 clusters Score -3555225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 25206 members 
Entering Unmasked Estep 
Score: -3555223.500000 Penalty: 5085.409180
	Iteration 123Q: 3 clusters Score -3555224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3555225.000000 Penalty: 5085.409180
	Iteration 124Q: 3 clusters Score -3555225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3555224.000000 Penalty: 5085.409180
	Iteration 125Q: 3 clusters Score -3555224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -3555227.250000 Penalty: 5085.409180
	Iteration 126Q: 3 clusters Score -3555227 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 25251 members 
Entering Unmasked Estep 
Score: -3555235.000000 Penalty: 5085.409180
	Iteration 127Q: 3 clusters Score -3555235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3555229.750000 Penalty: 5085.409180
	Iteration 128Q: 3 clusters Score -3555230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -3555234.000000 Penalty: 5085.409180
	Iteration 129Q: 3 clusters Score -3555234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3555239.750000 Penalty: 5085.409180
	Iteration 130Q: 3 clusters Score -3555240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3555252.500000 Penalty: 5085.409180
	Iteration 131Q: 3 clusters Score -3555252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -3555263.750000 Penalty: 5085.409180
	Iteration 132Q: 3 clusters Score -3555264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3555270.500000 Penalty: 5085.409180
	Iteration 133Q: 3 clusters Score -3555270 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -3555284.500000 Penalty: 5085.409180
	Iteration 134Q: 3 clusters Score -3555284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3555289.500000 Penalty: 5085.409180
	Iteration 135Q: 3 clusters Score -3555290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3555296.500000 Penalty: 5085.409180
	Iteration 136Q: 3 clusters Score -3555296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3555300.000000 Penalty: 5085.409180
	Iteration 137Q: 3 clusters Score -3555300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3555296.750000 Penalty: 5085.409180
	Iteration 138Q: 3 clusters Score -3555297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -3555300.000000 Penalty: 5085.409180
	Iteration 139Q: 3 clusters Score -3555300 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -3555311.000000 Penalty: 5085.409180
	Iteration 140F: 3 clusters Score -3555311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3555321.750000 Penalty: 5085.409180
	Iteration 141Q: 3 clusters Score -3555322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 25598 members 
Entering Unmasked Estep 
Score: -3555322.250000 Penalty: 5085.409180
	Iteration 142Q: 3 clusters Score -3555322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -3555327.000000 Penalty: 5085.409180
	Iteration 143Q: 3 clusters Score -3555327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3555338.000000 Penalty: 5085.409180
	Iteration 144Q: 3 clusters Score -3555338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -3555337.500000 Penalty: 5085.409180
	Iteration 145Q: 3 clusters Score -3555338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -3555339.500000 Penalty: 5085.409180
	Iteration 146Q: 3 clusters Score -3555340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3555340.000000 Penalty: 5085.409180
	Iteration 147Q: 3 clusters Score -3555340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3555344.000000 Penalty: 5085.409180
	Iteration 148Q: 3 clusters Score -3555344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -3555342.000000 Penalty: 5085.409180
	Iteration 149Q: 3 clusters Score -3555342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 25689 members 
Entering Unmasked Estep 
Score: -3555342.250000 Penalty: 5085.409180
	Iteration 150Q: 3 clusters Score -3555342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -3555340.500000 Penalty: 5085.409180
	Iteration 151Q: 3 clusters Score -3555340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3555346.250000 Penalty: 5085.409180
	Iteration 152Q: 3 clusters Score -3555346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -3555349.500000 Penalty: 5085.409180
	Iteration 153Q: 3 clusters Score -3555350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 25708 members 
Entering Unmasked Estep 
Score: -3555347.750000 Penalty: 5085.409180
	Iteration 154Q: 3 clusters Score -3555348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3555348.500000 Penalty: 5085.409180
	Iteration 155Q: 3 clusters Score -3555348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 25717 members 
Entering Unmasked Estep 
Score: -3555349.250000 Penalty: 5085.409180
	Iteration 156Q: 3 clusters Score -3555349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3555349.250000 Penalty: 5085.409180
	Iteration 157Q: 3 clusters Score -3555349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3555350.500000 Penalty: 5085.409180
	Iteration 158Q: 3 clusters Score -3555350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3555350.250000 Penalty: 5085.409180
	Iteration 159Q: 3 clusters Score -3555350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -3555355.250000 Penalty: 5085.409180
	Iteration 160F: 3 clusters Score -3555355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -3555352.250000 Penalty: 5085.409180
	Iteration 161Q: 3 clusters Score -3555352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -3555358.000000 Penalty: 5085.409180
	Iteration 162Q: 3 clusters Score -3555358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3555358.250000 Penalty: 5085.409180
	Iteration 163Q: 3 clusters Score -3555358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3555358.250000 Penalty: 5085.409180
	Iteration 164F: 3 clusters Score -3555358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Entering Unmasked Estep 
Score: -1322472.500000 Penalty: 2268.185303
	Iteration 0F: 2 clusters Score -1322472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1315144.375000 Penalty: 4536.370605
	Iteration 0F: 3 clusters Score -1315144 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1317152.125000 Penalty: 4536.370605
	Iteration 1F: 3 clusters Score -1317152 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1317449.750000 Penalty: 4536.370605
	Iteration 2F: 3 clusters Score -1317450 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1317642.625000 Penalty: 4536.370605
	Iteration 3Q: 3 clusters Score -1317643 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1317828.750000 Penalty: 4536.370605
	Iteration 4Q: 3 clusters Score -1317829 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1317998.625000 Penalty: 4536.370605
	Iteration 5Q: 3 clusters Score -1317999 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1318191.750000 Penalty: 4536.370605
	Iteration 6Q: 3 clusters Score -1318192 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1318362.250000 Penalty: 4536.370605
	Iteration 7Q: 3 clusters Score -1318362 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1318521.500000 Penalty: 4536.370605
	Iteration 8Q: 3 clusters Score -1318522 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1318686.500000 Penalty: 4536.370605
	Iteration 9Q: 3 clusters Score -1318686 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1318880.125000 Penalty: 4536.370605
	Iteration 10Q: 3 clusters Score -1318880 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1319114.500000 Penalty: 4536.370605
	Iteration 11Q: 3 clusters Score -1319114 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1319352.000000 Penalty: 4536.370605
	Iteration 12Q: 3 clusters Score -1319352 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1319593.625000 Penalty: 4536.370605
	Iteration 13Q: 3 clusters Score -1319594 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1319819.750000 Penalty: 4536.370605
	Iteration 14Q: 3 clusters Score -1319820 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1319952.125000 Penalty: 4536.370605
	Iteration 15Q: 3 clusters Score -1319952 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1320032.500000 Penalty: 4536.370605
	Iteration 16Q: 3 clusters Score -1320032 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1320077.750000 Penalty: 4536.370605
	Iteration 17Q: 3 clusters Score -1320078 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1320105.750000 Penalty: 4536.370605
	Iteration 18Q: 3 clusters Score -1320106 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1320128.875000 Penalty: 4536.370605
	Iteration 19Q: 3 clusters Score -1320129 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1320153.000000 Penalty: 4536.370605
	Iteration 20F: 3 clusters Score -1320153 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1320172.125000 Penalty: 4536.370605
	Iteration 21Q: 3 clusters Score -1320172 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1320193.375000 Penalty: 4536.370605
	Iteration 22Q: 3 clusters Score -1320193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1320216.250000 Penalty: 4536.370605
	Iteration 23Q: 3 clusters Score -1320216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1320235.000000 Penalty: 4536.370605
	Iteration 24Q: 3 clusters Score -1320235 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -1320255.625000 Penalty: 4536.370605
	Iteration 25Q: 3 clusters Score -1320256 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -1320266.625000 Penalty: 4536.370605
	Iteration 26Q: 3 clusters Score -1320267 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1320278.125000 Penalty: 4536.370605
	Iteration 27Q: 3 clusters Score -1320278 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1320293.375000 Penalty: 4536.370605
	Iteration 28Q: 3 clusters Score -1320293 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1320297.375000 Penalty: 4536.370605
	Iteration 29Q: 3 clusters Score -1320297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1320309.000000 Penalty: 4536.370605
	Iteration 30Q: 3 clusters Score -1320309 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1320322.500000 Penalty: 4536.370605
	Iteration 31Q: 3 clusters Score -1320322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1320331.250000 Penalty: 4536.370605
	Iteration 32Q: 3 clusters Score -1320331 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1320342.000000 Penalty: 4536.370605
	Iteration 33Q: 3 clusters Score -1320342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1320354.500000 Penalty: 4536.370605
	Iteration 34Q: 3 clusters Score -1320354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1320363.375000 Penalty: 4536.370605
	Iteration 35Q: 3 clusters Score -1320363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1320367.125000 Penalty: 4536.370605
	Iteration 36Q: 3 clusters Score -1320367 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1320371.000000 Penalty: 4536.370605
	Iteration 37Q: 3 clusters Score -1320371 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1320376.500000 Penalty: 4536.370605
	Iteration 38Q: 3 clusters Score -1320376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1320381.250000 Penalty: 4536.370605
	Iteration 39Q: 3 clusters Score -1320381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1320384.750000 Penalty: 4536.370605
	Iteration 40F: 3 clusters Score -1320385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1320388.625000 Penalty: 4536.370605
	Iteration 41Q: 3 clusters Score -1320389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1320390.125000 Penalty: 4536.370605
	Iteration 42Q: 3 clusters Score -1320390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1320390.250000 Penalty: 4536.370605
	Iteration 43Q: 3 clusters Score -1320390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1320393.000000 Penalty: 4536.370605
	Iteration 44Q: 3 clusters Score -1320393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1320396.375000 Penalty: 4536.370605
	Iteration 45Q: 3 clusters Score -1320396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1320400.375000 Penalty: 4536.370605
	Iteration 46Q: 3 clusters Score -1320400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1320399.375000 Penalty: 4536.370605
	Iteration 47Q: 3 clusters Score -1320399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1320401.875000 Penalty: 4536.370605
	Iteration 48Q: 3 clusters Score -1320402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1320404.375000 Penalty: 4536.370605
	Iteration 49Q: 3 clusters Score -1320404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1320405.375000 Penalty: 4536.370605
	Iteration 50Q: 3 clusters Score -1320405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1320405.375000 Penalty: 4536.370605
	Iteration 51F: 3 clusters Score -1320405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Entering Unmasked Estep 
Score: -765149.312500 Penalty: 2145.541016
	Iteration 0F: 2 clusters Score -765149.3 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 2892 members 
Entering Unmasked Estep 
Score: -760229.000000 Penalty: 4291.082031
	Iteration 0F: 3 clusters Score -760229 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -761657.937500 Penalty: 4291.082031
	Iteration 1F: 3 clusters Score -761657.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -762163.562500 Penalty: 4291.082031
	Iteration 2F: 3 clusters Score -762163.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -762627.750000 Penalty: 4291.082031
	Iteration 3F: 3 clusters Score -762627.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -762975.750000 Penalty: 4291.082031
	Iteration 4F: 3 clusters Score -762975.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -763197.812500 Penalty: 4291.082031
	Iteration 5Q: 3 clusters Score -763197.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -763353.562500 Penalty: 4291.082031
	Iteration 6Q: 3 clusters Score -763353.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -763450.937500 Penalty: 4291.082031
	Iteration 7Q: 3 clusters Score -763450.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -763528.437500 Penalty: 4291.082031
	Iteration 8Q: 3 clusters Score -763528.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -763599.125000 Penalty: 4291.082031
	Iteration 9Q: 3 clusters Score -763599.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -763658.125000 Penalty: 4291.082031
	Iteration 10Q: 3 clusters Score -763658.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -763706.937500 Penalty: 4291.082031
	Iteration 11Q: 3 clusters Score -763706.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -763744.750000 Penalty: 4291.082031
	Iteration 12Q: 3 clusters Score -763744.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -763770.125000 Penalty: 4291.082031
	Iteration 13Q: 3 clusters Score -763770.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -763797.875000 Penalty: 4291.082031
	Iteration 14Q: 3 clusters Score -763797.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -763821.562500 Penalty: 4291.082031
	Iteration 15Q: 3 clusters Score -763821.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -763837.937500 Penalty: 4291.082031
	Iteration 16Q: 3 clusters Score -763837.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -763846.937500 Penalty: 4291.082031
	Iteration 17Q: 3 clusters Score -763846.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -763858.562500 Penalty: 4291.082031
	Iteration 18Q: 3 clusters Score -763858.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -763868.937500 Penalty: 4291.082031
	Iteration 19Q: 3 clusters Score -763868.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -763876.437500 Penalty: 4291.082031
	Iteration 20F: 3 clusters Score -763876.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -763879.250000 Penalty: 4291.082031
	Iteration 21Q: 3 clusters Score -763879.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -763885.875000 Penalty: 4291.082031
	Iteration 22Q: 3 clusters Score -763885.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -763889.500000 Penalty: 4291.082031
	Iteration 23Q: 3 clusters Score -763889.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -763894.812500 Penalty: 4291.082031
	Iteration 24Q: 3 clusters Score -763894.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -763897.750000 Penalty: 4291.082031
	Iteration 25Q: 3 clusters Score -763897.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -763900.687500 Penalty: 4291.082031
	Iteration 26Q: 3 clusters Score -763900.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -763902.812500 Penalty: 4291.082031
	Iteration 27Q: 3 clusters Score -763902.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -763903.937500 Penalty: 4291.082031
	Iteration 28Q: 3 clusters Score -763903.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -763904.875000 Penalty: 4291.082031
	Iteration 29Q: 3 clusters Score -763904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -763906.062500 Penalty: 4291.082031
	Iteration 30Q: 3 clusters Score -763906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -763905.750000 Penalty: 4291.082031
	Iteration 31Q: 3 clusters Score -763905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -763905.562500 Penalty: 4291.082031
	Iteration 32Q: 3 clusters Score -763905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -763905.625000 Penalty: 4291.082031
	Iteration 33Q: 3 clusters Score -763905.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -763904.812500 Penalty: 4291.082031
	Iteration 34Q: 3 clusters Score -763904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -763904.875000 Penalty: 4291.082031
	Iteration 35Q: 3 clusters Score -763904.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -763904.875000 Penalty: 4291.082031
	Iteration 36F: 3 clusters Score -763904.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (54389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Entering Unmasked Estep 
Score: -7549090.000000 Penalty: 2704.171387
	Iteration 0F: 2 clusters Score -7549090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -7512438.000000 Penalty: 5408.342773
	Iteration 0F: 3 clusters Score -7512438 nChanged 25385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -7526621.500000 Penalty: 5408.342773
	Iteration 1F: 3 clusters Score -7526622 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -7527170.500000 Penalty: 5408.342773
	Iteration 2Q: 3 clusters Score -7527170 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -7527740.500000 Penalty: 5408.342773
	Iteration 3Q: 3 clusters Score -7527740 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -7528394.500000 Penalty: 5408.342773
	Iteration 4Q: 3 clusters Score -7528394 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -7529244.000000 Penalty: 5408.342773
	Iteration 5Q: 3 clusters Score -7529244 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -7530303.000000 Penalty: 5408.342773
	Iteration 6Q: 3 clusters Score -7530303 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -7531612.000000 Penalty: 5408.342773
	Iteration 7Q: 3 clusters Score -7531612 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -7533396.000000 Penalty: 5408.342773
	Iteration 8F: 3 clusters Score -7533396 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -7535761.000000 Penalty: 5408.342773
	Iteration 9F: 3 clusters Score -7535761 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -7538591.500000 Penalty: 5408.342773
	Iteration 10F: 3 clusters Score -7538592 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -7541333.000000 Penalty: 5408.342773
	Iteration 11F: 3 clusters Score -7541333 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -7543460.000000 Penalty: 5408.342773
	Iteration 12Q: 3 clusters Score -7543460 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51328 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -7544871.000000 Penalty: 5408.342773
	Iteration 13Q: 3 clusters Score -7544871 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7545687.500000 Penalty: 5408.342773
	Iteration 14Q: 3 clusters Score -7545688 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7546172.500000 Penalty: 5408.342773
	Iteration 15Q: 3 clusters Score -7546172 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7546456.500000 Penalty: 5408.342773
	Iteration 16Q: 3 clusters Score -7546456 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -7546592.500000 Penalty: 5408.342773
	Iteration 17Q: 3 clusters Score -7546592 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7546713.500000 Penalty: 5408.342773
	Iteration 18Q: 3 clusters Score -7546714 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53522 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7546778.000000 Penalty: 5408.342773
	Iteration 19Q: 3 clusters Score -7546778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -7546852.000000 Penalty: 5408.342773
	Iteration 20F: 3 clusters Score -7546852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7546882.500000 Penalty: 5408.342773
	Iteration 21Q: 3 clusters Score -7546882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7546907.000000 Penalty: 5408.342773
	Iteration 22Q: 3 clusters Score -7546907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53651 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7546919.500000 Penalty: 5408.342773
	Iteration 23Q: 3 clusters Score -7546920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53654 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -7546921.500000 Penalty: 5408.342773
	Iteration 24Q: 3 clusters Score -7546922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -7546927.500000 Penalty: 5408.342773
	Iteration 25Q: 3 clusters Score -7546928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7546940.500000 Penalty: 5408.342773
	Iteration 26Q: 3 clusters Score -7546940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7546954.000000 Penalty: 5408.342773
	Iteration 27Q: 3 clusters Score -7546954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7546959.500000 Penalty: 5408.342773
	Iteration 28Q: 3 clusters Score -7546960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7546969.500000 Penalty: 5408.342773
	Iteration 29Q: 3 clusters Score -7546970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -7546971.500000 Penalty: 5408.342773
	Iteration 30Q: 3 clusters Score -7546972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -7546974.500000 Penalty: 5408.342773
	Iteration 31Q: 3 clusters Score -7546974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53699 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7546972.500000 Penalty: 5408.342773
	Iteration 32Q: 3 clusters Score -7546972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7546975.000000 Penalty: 5408.342773
	Iteration 33Q: 3 clusters Score -7546975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7546973.000000 Penalty: 5408.342773
	Iteration 34Q: 3 clusters Score -7546973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7546975.000000 Penalty: 5408.342773
	Iteration 35Q: 3 clusters Score -7546975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53704 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7546980.000000 Penalty: 5408.342773
	Iteration 36Q: 3 clusters Score -7546980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7546982.500000 Penalty: 5408.342773
	Iteration 37Q: 3 clusters Score -7546982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53706 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7546982.500000 Penalty: 5408.342773
	Iteration 38F: 3 clusters Score -7546982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Entering Unmasked Estep 
Score: -1043635.687500 Penalty: 2219.764404
	Iteration 0F: 2 clusters Score -1043636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1037472.187500 Penalty: 4439.528809
	Iteration 0F: 3 clusters Score -1037472 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1039130.437500 Penalty: 4439.528809
	Iteration 1F: 3 clusters Score -1039130 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1039470.000000 Penalty: 4439.528809
	Iteration 2F: 3 clusters Score -1039470 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1039764.750000 Penalty: 4439.528809
	Iteration 3F: 3 clusters Score -1039765 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1040023.500000 Penalty: 4439.528809
	Iteration 4F: 3 clusters Score -1040024 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1040246.312500 Penalty: 4439.528809
	Iteration 5Q: 3 clusters Score -1040246 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1040427.687500 Penalty: 4439.528809
	Iteration 6Q: 3 clusters Score -1040428 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1040578.312500 Penalty: 4439.528809
	Iteration 7Q: 3 clusters Score -1040578 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1040704.812500 Penalty: 4439.528809
	Iteration 8Q: 3 clusters Score -1040705 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1040806.375000 Penalty: 4439.528809
	Iteration 9Q: 3 clusters Score -1040806 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1040899.875000 Penalty: 4439.528809
	Iteration 10Q: 3 clusters Score -1040900 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1040961.812500 Penalty: 4439.528809
	Iteration 11Q: 3 clusters Score -1040962 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1041023.687500 Penalty: 4439.528809
	Iteration 12Q: 3 clusters Score -1041024 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1041078.187500 Penalty: 4439.528809
	Iteration 13Q: 3 clusters Score -1041078 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1041127.375000 Penalty: 4439.528809
	Iteration 14Q: 3 clusters Score -1041127 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1041193.625000 Penalty: 4439.528809
	Iteration 15Q: 3 clusters Score -1041194 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1041253.875000 Penalty: 4439.528809
	Iteration 16Q: 3 clusters Score -1041254 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1041308.250000 Penalty: 4439.528809
	Iteration 17Q: 3 clusters Score -1041308 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1041351.000000 Penalty: 4439.528809
	Iteration 18Q: 3 clusters Score -1041351 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1041395.687500 Penalty: 4439.528809
	Iteration 19Q: 3 clusters Score -1041396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1041434.937500 Penalty: 4439.528809
	Iteration 20F: 3 clusters Score -1041435 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1041482.312500 Penalty: 4439.528809
	Iteration 21Q: 3 clusters Score -1041482 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1041511.250000 Penalty: 4439.528809
	Iteration 22Q: 3 clusters Score -1041511 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1041546.937500 Penalty: 4439.528809
	Iteration 23Q: 3 clusters Score -1041547 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1041569.750000 Penalty: 4439.528809
	Iteration 24Q: 3 clusters Score -1041570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1041588.312500 Penalty: 4439.528809
	Iteration 25Q: 3 clusters Score -1041588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1041601.312500 Penalty: 4439.528809
	Iteration 26Q: 3 clusters Score -1041601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1041611.750000 Penalty: 4439.528809
	Iteration 27Q: 3 clusters Score -1041612 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1041622.250000 Penalty: 4439.528809
	Iteration 28Q: 3 clusters Score -1041622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1041628.187500 Penalty: 4439.528809
	Iteration 29Q: 3 clusters Score -1041628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1041641.125000 Penalty: 4439.528809
	Iteration 30Q: 3 clusters Score -1041641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1041643.125000 Penalty: 4439.528809
	Iteration 31Q: 3 clusters Score -1041643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1041649.250000 Penalty: 4439.528809
	Iteration 32Q: 3 clusters Score -1041649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1041650.125000 Penalty: 4439.528809
	Iteration 33Q: 3 clusters Score -1041650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1041650.687500 Penalty: 4439.528809
	Iteration 34Q: 3 clusters Score -1041651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1041651.125000 Penalty: 4439.528809
	Iteration 35Q: 3 clusters Score -1041651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1041651.562500 Penalty: 4439.528809
	Iteration 36Q: 3 clusters Score -1041652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1041652.125000 Penalty: 4439.528809
	Iteration 37Q: 3 clusters Score -1041652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1041654.187500 Penalty: 4439.528809
	Iteration 38Q: 3 clusters Score -1041654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1041654.187500 Penalty: 4439.528809
	Iteration 39F: 3 clusters Score -1041654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (274443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274443 members 
Entering Unmasked Estep 
Score: -38317084.000000 Penalty: 3105.579834
	Iteration 0F: 2 clusters Score -3.831708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137325 members 
Mstep: Class 2 contains 137118 members 
Entering Unmasked Estep 
Score: -38161812.000000 Penalty: 6211.159668
	Iteration 0F: 3 clusters Score -3.816181e+07 nChanged 132908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139503 members 
Mstep: Class 2 contains 134940 members 
Entering Unmasked Estep 
Score: -38240832.000000 Penalty: 6211.159668
	Iteration 1F: 3 clusters Score -3.824083e+07 nChanged 6324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141319 members 
Mstep: Class 2 contains 133124 members 
Entering Unmasked Estep 
Score: -38241880.000000 Penalty: 6211.159668
	Iteration 2Q: 3 clusters Score -3.824188e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144250 members 
Mstep: Class 2 contains 130193 members 
Entering Unmasked Estep 
Score: -38242900.000000 Penalty: 6211.159668
	Iteration 3Q: 3 clusters Score -3.82429e+07 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148851 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -38244792.000000 Penalty: 6211.159668
	Iteration 4Q: 3 clusters Score -3.824479e+07 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156189 members 
Mstep: Class 2 contains 118254 members 
Entering Unmasked Estep 
Score: -38247512.000000 Penalty: 6211.159668
	Iteration 5Q: 3 clusters Score -3.824751e+07 nChanged 12628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167145 members 
Mstep: Class 2 contains 107298 members 
Entering Unmasked Estep 
Score: -38252268.000000 Penalty: 6211.159668
	Iteration 6Q: 3 clusters Score -3.825227e+07 nChanged 16761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182864 members 
Mstep: Class 2 contains 91579 members 
Entering Unmasked Estep 
Score: -38261980.000000 Penalty: 6211.159668
	Iteration 7F: 3 clusters Score -3.826198e+07 nChanged 21282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203512 members 
Mstep: Class 2 contains 70931 members 
Entering Unmasked Estep 
Score: -38277548.000000 Penalty: 6211.159668
	Iteration 8F: 3 clusters Score -3.827755e+07 nChanged 23377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226483 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -38296076.000000 Penalty: 6211.159668
	Iteration 9F: 3 clusters Score -3.829608e+07 nChanged 20195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246486 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -38312056.000000 Penalty: 6211.159668
	Iteration 10F: 3 clusters Score -3.831206e+07 nChanged 14996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261434 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -38316608.000000 Penalty: 6211.159668
	Iteration 11F: 3 clusters Score -3.831661e+07 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269705 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -38315504.000000 Penalty: 6211.159668
	Iteration 12Q: 3 clusters Score -3.83155e+07 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272884 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -38314888.000000 Penalty: 6211.159668
	Iteration 13Q: 3 clusters Score -3.831489e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273769 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -38314476.000000 Penalty: 6211.159668
	Iteration 14Q: 3 clusters Score -3.831448e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274006 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -38314392.000000 Penalty: 6211.159668
	Iteration 15Q: 3 clusters Score -3.831439e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274076 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -38314400.000000 Penalty: 6211.159668
	Iteration 16Q: 3 clusters Score -3.83144e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274103 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -38314432.000000 Penalty: 6211.159668
	Iteration 17Q: 3 clusters Score -3.831443e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274107 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -38314480.000000 Penalty: 6211.159668
	Iteration 18Q: 3 clusters Score -3.831448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274114 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -38314460.000000 Penalty: 6211.159668
	Iteration 19Q: 3 clusters Score -3.831446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274120 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38314468.000000 Penalty: 6211.159668
	Iteration 20F: 3 clusters Score -3.831447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274120 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -38314476.000000 Penalty: 6211.159668
	Iteration 21Q: 3 clusters Score -3.831448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274128 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -38314508.000000 Penalty: 6211.159668
	Iteration 22Q: 3 clusters Score -3.831451e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274129 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -38314476.000000 Penalty: 6211.159668
	Iteration 23Q: 3 clusters Score -3.831448e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274130 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38314508.000000 Penalty: 6211.159668
	Iteration 24Q: 3 clusters Score -3.831451e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274134 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -38314532.000000 Penalty: 6211.159668
	Iteration 25Q: 3 clusters Score -3.831453e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274139 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -38314540.000000 Penalty: 6211.159668
	Iteration 26Q: 3 clusters Score -3.831454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274144 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -38314556.000000 Penalty: 6211.159668
	Iteration 27Q: 3 clusters Score -3.831456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274147 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38314556.000000 Penalty: 6211.159668
	Iteration 28Q: 3 clusters Score -3.831456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274147 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -38314576.000000 Penalty: 6211.159668
	Iteration 29Q: 3 clusters Score -3.831458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274149 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -38314572.000000 Penalty: 6211.159668
	Iteration 30Q: 3 clusters Score -3.831457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274150 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38314576.000000 Penalty: 6211.159668
	Iteration 31Q: 3 clusters Score -3.831458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274151 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -38314576.000000 Penalty: 6211.159668
	Iteration 32Q: 3 clusters Score -3.831458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274153 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -38314584.000000 Penalty: 6211.159668
	Iteration 33Q: 3 clusters Score -3.831458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274154 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -38314596.000000 Penalty: 6211.159668
	Iteration 34Q: 3 clusters Score -3.83146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274155 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -38314588.000000 Penalty: 6211.159668
	Iteration 35Q: 3 clusters Score -3.831459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274156 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38314588.000000 Penalty: 6211.159668
	Iteration 36Q: 3 clusters Score -3.831459e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274157 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38314576.000000 Penalty: 6211.159668
	Iteration 37Q: 3 clusters Score -3.831458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274158 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38314576.000000 Penalty: 6211.159668
	Iteration 38Q: 3 clusters Score -3.831458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274159 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38314576.000000 Penalty: 6211.159668
	Iteration 39Q: 3 clusters Score -3.831458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274157 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38314596.000000 Penalty: 6211.159668
	Iteration 40F: 3 clusters Score -3.83146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274156 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -38314596.000000 Penalty: 6211.159668
	Iteration 41Q: 3 clusters Score -3.83146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274157 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38314584.000000 Penalty: 6211.159668
	Iteration 42Q: 3 clusters Score -3.831458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274158 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -38314580.000000 Penalty: 6211.159668
	Iteration 43Q: 3 clusters Score -3.831458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274161 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -38314596.000000 Penalty: 6211.159668
	Iteration 44Q: 3 clusters Score -3.83146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274159 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -38314604.000000 Penalty: 6211.159668
	Iteration 45Q: 3 clusters Score -3.83146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274157 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38314612.000000 Penalty: 6211.159668
	Iteration 46Q: 3 clusters Score -3.831461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274157 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -38314612.000000 Penalty: 6211.159668
	Iteration 47F: 3 clusters Score -3.831461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -27810.125000 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -27810.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26631.398438 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -26631.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26721.937500 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -26721.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -26730.179688 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -26730.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26733.451172 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -26733.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26733.451172 Penalty: 2690.775146
	Iteration 4F: 3 clusters Score -26733.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65024 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94838 members 
Mstep: Class 9 contains 46218 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37302 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31405 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54389 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274443 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226512.000000 Penalty: 95255.710938
Iteration 279Q: 29 clusters Score -1.222265e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65023 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94830 members 
Mstep: Class 9 contains 46220 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37303 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31405 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54389 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274449 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226480.000000 Penalty: 95255.710938
Iteration 280F: 29 clusters Score -1.222265e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65020 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94828 members 
Mstep: Class 9 contains 46221 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37304 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31405 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28363 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54387 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274455 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226528.000000 Penalty: 95255.710938
Iteration 281Q: 29 clusters Score -1.222265e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65015 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94828 members 
Mstep: Class 9 contains 46222 members 
Mstep: Class 10 contains 99114 members 
Mstep: Class 11 contains 37305 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31405 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28362 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54388 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274459 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226520.000000 Penalty: 95255.710938
Iteration 282Q: 29 clusters Score -1.222265e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 65009 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94832 members 
Mstep: Class 9 contains 46223 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37307 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31404 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28362 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54388 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274460 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226560.000000 Penalty: 95255.710938
Iteration 283Q: 29 clusters Score -1.222266e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64999 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94834 members 
Mstep: Class 9 contains 46226 members 
Mstep: Class 10 contains 99117 members 
Mstep: Class 11 contains 37311 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28362 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54388 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274459 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226624.000000 Penalty: 95255.710938
Iteration 284Q: 29 clusters Score -1.222266e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64990 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94838 members 
Mstep: Class 9 contains 46228 members 
Mstep: Class 10 contains 99118 members 
Mstep: Class 11 contains 37311 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28361 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54388 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274461 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226608.000000 Penalty: 95255.710938
Iteration 285Q: 29 clusters Score -1.222266e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64982 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94835 members 
Mstep: Class 9 contains 46228 members 
Mstep: Class 10 contains 99118 members 
Mstep: Class 11 contains 37313 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44151 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28361 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54389 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274468 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226640.000000 Penalty: 95255.710938
Iteration 286Q: 29 clusters Score -1.222266e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64973 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94829 members 
Mstep: Class 9 contains 46229 members 
Mstep: Class 10 contains 99115 members 
Mstep: Class 11 contains 37316 members 
Mstep: Class 12 contains 11534 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44151 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28361 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54391 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274480 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226632.000000 Penalty: 95255.710938
Iteration 287Q: 29 clusters Score -1.222266e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64968 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94820 members 
Mstep: Class 9 contains 46229 members 
Mstep: Class 10 contains 99112 members 
Mstep: Class 11 contains 37319 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44151 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 2872 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28361 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54396 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274488 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226664.000000 Penalty: 95255.710938
Iteration 288Q: 29 clusters Score -1.222267e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64958 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94823 members 
Mstep: Class 9 contains 46229 members 
Mstep: Class 10 contains 99113 members 
Mstep: Class 11 contains 37318 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9020 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28361 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54397 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274494 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226688.000000 Penalty: 95255.710938
Iteration 289Q: 29 clusters Score -1.222267e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64949 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94831 members 
Mstep: Class 9 contains 46230 members 
Mstep: Class 10 contains 99111 members 
Mstep: Class 11 contains 37314 members 
Mstep: Class 12 contains 11535 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28361 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54398 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274499 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226664.000000 Penalty: 95255.710938
Iteration 290Q: 29 clusters Score -1.222267e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64941 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94830 members 
Mstep: Class 9 contains 46231 members 
Mstep: Class 10 contains 99109 members 
Mstep: Class 11 contains 37312 members 
Mstep: Class 12 contains 11536 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22569 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28361 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54398 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274508 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226528.000000 Penalty: 95255.710938
Iteration 291Q: 29 clusters Score -1.222265e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64936 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94824 members 
Mstep: Class 9 contains 46231 members 
Mstep: Class 10 contains 99107 members 
Mstep: Class 11 contains 37311 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22569 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28361 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54399 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274520 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226560.000000 Penalty: 95255.710938
Iteration 292Q: 29 clusters Score -1.222266e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64930 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94825 members 
Mstep: Class 9 contains 46231 members 
Mstep: Class 10 contains 99105 members 
Mstep: Class 11 contains 37312 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22570 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28361 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54401 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274523 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226480.000000 Penalty: 95255.710938
Iteration 293Q: 29 clusters Score -1.222265e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64926 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94821 members 
Mstep: Class 9 contains 46231 members 
Mstep: Class 10 contains 99106 members 
Mstep: Class 11 contains 37313 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44150 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22570 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28361 members 
Mstep: Class 23 contains 9376 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54402 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274527 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226528.000000 Penalty: 95255.710938
Iteration 294Q: 29 clusters Score -1.222265e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64923 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94818 members 
Mstep: Class 9 contains 46231 members 
Mstep: Class 10 contains 99105 members 
Mstep: Class 11 contains 37314 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22570 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54402 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274536 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226544.000000 Penalty: 95255.710938
Iteration 295Q: 29 clusters Score -1.222265e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64921 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94814 members 
Mstep: Class 9 contains 46232 members 
Mstep: Class 10 contains 99107 members 
Mstep: Class 11 contains 37314 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22570 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54402 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274539 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226536.000000 Penalty: 95255.710938
Iteration 296Q: 29 clusters Score -1.222265e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64920 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94810 members 
Mstep: Class 9 contains 46234 members 
Mstep: Class 10 contains 99108 members 
Mstep: Class 11 contains 37314 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22569 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54402 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274542 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226536.000000 Penalty: 95255.710938
Iteration 297Q: 29 clusters Score -1.222265e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64919 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94805 members 
Mstep: Class 9 contains 46235 members 
Mstep: Class 10 contains 99108 members 
Mstep: Class 11 contains 37314 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54402 members 
Mstep: Class 26 contains 7713 members 
Mstep: Class 27 contains 274548 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226536.000000 Penalty: 95255.710938
Iteration 298Q: 29 clusters Score -1.222265e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64919 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94801 members 
Mstep: Class 9 contains 46235 members 
Mstep: Class 10 contains 99109 members 
Mstep: Class 11 contains 37315 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22564 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54403 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 274552 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226488.000000 Penalty: 95255.710938
Iteration 299Q: 29 clusters Score -1.222265e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64918 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94800 members 
Mstep: Class 9 contains 46235 members 
Mstep: Class 10 contains 99107 members 
Mstep: Class 11 contains 37315 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22565 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54405 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 274552 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226480.000000 Penalty: 95255.710938
Iteration 300F: 29 clusters Score -1.222265e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64915 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94795 members 
Mstep: Class 9 contains 46235 members 
Mstep: Class 10 contains 99104 members 
Mstep: Class 11 contains 37316 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48201 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31402 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54409 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 274557 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226544.000000 Penalty: 95255.710938
Iteration 301Q: 29 clusters Score -1.222265e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64913 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94792 members 
Mstep: Class 9 contains 46235 members 
Mstep: Class 10 contains 99105 members 
Mstep: Class 11 contains 37317 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48200 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31402 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54412 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 274558 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226544.000000 Penalty: 95255.710938
Iteration 302Q: 29 clusters Score -1.222265e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64913 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94788 members 
Mstep: Class 9 contains 46235 members 
Mstep: Class 10 contains 99105 members 
Mstep: Class 11 contains 37317 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22567 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48200 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54411 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 274562 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226560.000000 Penalty: 95255.710938
Iteration 303Q: 29 clusters Score -1.222266e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64913 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94788 members 
Mstep: Class 9 contains 46235 members 
Mstep: Class 10 contains 99105 members 
Mstep: Class 11 contains 37317 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22566 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48200 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54409 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 274565 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226568.000000 Penalty: 95255.710938
Iteration 304Q: 29 clusters Score -1.222266e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64911 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94787 members 
Mstep: Class 9 contains 46235 members 
Mstep: Class 10 contains 99105 members 
Mstep: Class 11 contains 37317 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48200 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54409 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 274566 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226496.000000 Penalty: 95255.710938
Iteration 305Q: 29 clusters Score -1.222265e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64911 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94787 members 
Mstep: Class 9 contains 46235 members 
Mstep: Class 10 contains 99105 members 
Mstep: Class 11 contains 37317 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48200 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54409 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 274566 members 
Mstep: Class 28 contains 227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226496.000000 Penalty: 95255.710938
Iteration 306F: 29 clusters Score -1.222265e+08 nChanged 0
Entering ConstructFrom: 
Score: -122226496.000000 Penalty: 95255.710938
Entering ConstructFrom: 
Trying to split cluster 1 (525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Entering Unmasked Estep 
Score: -66228.703125 Penalty: 1553.322754
	Iteration 0F: 2 clusters Score -66228.7 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 257 members 
Entering Unmasked Estep 
Score: -64792.484375 Penalty: 3106.645508
	Iteration 0F: 3 clusters Score -64792.48 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65115.261719 Penalty: 3106.645508
	Iteration 1F: 3 clusters Score -65115.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -65253.820312 Penalty: 3106.645508
	Iteration 2F: 3 clusters Score -65253.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -65310.519531 Penalty: 3106.645508
	Iteration 3Q: 3 clusters Score -65310.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65331.496094 Penalty: 3106.645508
	Iteration 4Q: 3 clusters Score -65331.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65349.519531 Penalty: 3106.645508
	Iteration 5Q: 3 clusters Score -65349.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -65373.128906 Penalty: 3106.645508
	Iteration 6Q: 3 clusters Score -65373.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -65401.539062 Penalty: 3106.645508
	Iteration 7Q: 3 clusters Score -65401.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -65446.492188 Penalty: 3106.645508
	Iteration 8Q: 3 clusters Score -65446.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -65510.035156 Penalty: 3106.645508
	Iteration 9Q: 3 clusters Score -65510.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65585.070312 Penalty: 3106.645508
	Iteration 10Q: 3 clusters Score -65585.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -65629.148438 Penalty: 3106.645508
	Iteration 11Q: 3 clusters Score -65629.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -65656.554688 Penalty: 3106.645508
	Iteration 12Q: 3 clusters Score -65656.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -65670.023438 Penalty: 3106.645508
	Iteration 13Q: 3 clusters Score -65670.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65677.796875 Penalty: 3106.645508
	Iteration 14Q: 3 clusters Score -65677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -65695.273438 Penalty: 3106.645508
	Iteration 15Q: 3 clusters Score -65695.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -65723.859375 Penalty: 3106.645508
	Iteration 16Q: 3 clusters Score -65723.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -65747.585938 Penalty: 3106.645508
	Iteration 17Q: 3 clusters Score -65747.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -65758.359375 Penalty: 3106.645508
	Iteration 18Q: 3 clusters Score -65758.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -65770.734375 Penalty: 3106.645508
	Iteration 19Q: 3 clusters Score -65770.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -65772.468750 Penalty: 3106.645508
	Iteration 20F: 3 clusters Score -65772.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -65774.710938 Penalty: 3106.645508
	Iteration 21Q: 3 clusters Score -65774.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -65774.710938 Penalty: 3106.645508
	Iteration 22F: 3 clusters Score -65774.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (64911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64911 members 
Entering Unmasked Estep 
Score: -8594595.000000 Penalty: 2748.031494
	Iteration 0F: 2 clusters Score -8594595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -8551079.000000 Penalty: 5496.062988
	Iteration 0F: 3 clusters Score -8551079 nChanged 30251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -8568262.000000 Penalty: 5496.062988
	Iteration 1F: 3 clusters Score -8568262 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 35889 members 
Entering Unmasked Estep 
Score: -8569216.000000 Penalty: 5496.062988
	Iteration 2Q: 3 clusters Score -8569216 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -8570399.000000 Penalty: 5496.062988
	Iteration 3Q: 3 clusters Score -8570399 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
Score: -8572144.000000 Penalty: 5496.062988
	Iteration 4F: 3 clusters Score -8572144 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -8574734.000000 Penalty: 5496.062988
	Iteration 5F: 3 clusters Score -8574734 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -8578382.000000 Penalty: 5496.062988
	Iteration 6F: 3 clusters Score -8578382 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -8582874.000000 Penalty: 5496.062988
	Iteration 7F: 3 clusters Score -8582874 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 57974 members 
Entering Unmasked Estep 
Score: -8586864.000000 Penalty: 5496.062988
	Iteration 8F: 3 clusters Score -8586864 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 60986 members 
Entering Unmasked Estep 
Score: -8589548.000000 Penalty: 5496.062988
	Iteration 9Q: 3 clusters Score -8589548 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -8591031.000000 Penalty: 5496.062988
	Iteration 10Q: 3 clusters Score -8591031 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -8591766.000000 Penalty: 5496.062988
	Iteration 11Q: 3 clusters Score -8591766 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 63924 members 
Entering Unmasked Estep 
Score: -8592195.000000 Penalty: 5496.062988
	Iteration 12Q: 3 clusters Score -8592195 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 64109 members 
Entering Unmasked Estep 
Score: -8592412.000000 Penalty: 5496.062988
	Iteration 13Q: 3 clusters Score -8592412 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -8592521.000000 Penalty: 5496.062988
	Iteration 14Q: 3 clusters Score -8592521 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -8592593.000000 Penalty: 5496.062988
	Iteration 15Q: 3 clusters Score -8592593 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -8592625.000000 Penalty: 5496.062988
	Iteration 16Q: 3 clusters Score -8592625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -8592662.000000 Penalty: 5496.062988
	Iteration 17Q: 3 clusters Score -8592662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 64307 members 
Entering Unmasked Estep 
Score: -8592684.000000 Penalty: 5496.062988
	Iteration 18Q: 3 clusters Score -8592684 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 64314 members 
Entering Unmasked Estep 
Score: -8592707.000000 Penalty: 5496.062988
	Iteration 19Q: 3 clusters Score -8592707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 64319 members 
Entering Unmasked Estep 
Score: -8592726.000000 Penalty: 5496.062988
	Iteration 20F: 3 clusters Score -8592726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 64336 members 
Entering Unmasked Estep 
Score: -8592750.000000 Penalty: 5496.062988
	Iteration 21Q: 3 clusters Score -8592750 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 64342 members 
Entering Unmasked Estep 
Score: -8592762.000000 Penalty: 5496.062988
	Iteration 22Q: 3 clusters Score -8592762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -8592766.000000 Penalty: 5496.062988
	Iteration 23Q: 3 clusters Score -8592766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 64344 members 
Entering Unmasked Estep 
Score: -8592780.000000 Penalty: 5496.062988
	Iteration 24Q: 3 clusters Score -8592780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 64351 members 
Entering Unmasked Estep 
Score: -8592804.000000 Penalty: 5496.062988
	Iteration 25Q: 3 clusters Score -8592804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -8592819.000000 Penalty: 5496.062988
	Iteration 26Q: 3 clusters Score -8592819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -8592857.000000 Penalty: 5496.062988
	Iteration 27Q: 3 clusters Score -8592857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -8592893.000000 Penalty: 5496.062988
	Iteration 28Q: 3 clusters Score -8592893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 64357 members 
Entering Unmasked Estep 
Score: -8592957.000000 Penalty: 5496.062988
	Iteration 29Q: 3 clusters Score -8592957 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 64341 members 
Entering Unmasked Estep 
Score: -8592998.000000 Penalty: 5496.062988
	Iteration 30Q: 3 clusters Score -8592998 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 64317 members 
Entering Unmasked Estep 
Score: -8592998.000000 Penalty: 5496.062988
	Iteration 31Q: 3 clusters Score -8592998 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 64297 members 
Entering Unmasked Estep 
Score: -8593020.000000 Penalty: 5496.062988
	Iteration 32Q: 3 clusters Score -8593020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 64279 members 
Entering Unmasked Estep 
Score: -8593014.000000 Penalty: 5496.062988
	Iteration 33Q: 3 clusters Score -8593014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 64265 members 
Entering Unmasked Estep 
Score: -8593019.000000 Penalty: 5496.062988
	Iteration 34Q: 3 clusters Score -8593019 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -8593031.000000 Penalty: 5496.062988
	Iteration 35Q: 3 clusters Score -8593031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 64241 members 
Entering Unmasked Estep 
Score: -8593023.000000 Penalty: 5496.062988
	Iteration 36Q: 3 clusters Score -8593023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 64223 members 
Entering Unmasked Estep 
Score: -8593042.000000 Penalty: 5496.062988
	Iteration 37Q: 3 clusters Score -8593042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 64211 members 
Entering Unmasked Estep 
Score: -8593043.000000 Penalty: 5496.062988
	Iteration 38Q: 3 clusters Score -8593043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 64200 members 
Entering Unmasked Estep 
Score: -8593047.000000 Penalty: 5496.062988
	Iteration 39Q: 3 clusters Score -8593047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 64189 members 
Entering Unmasked Estep 
Score: -8593068.000000 Penalty: 5496.062988
	Iteration 40F: 3 clusters Score -8593068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 64180 members 
Entering Unmasked Estep 
Score: -8593080.000000 Penalty: 5496.062988
	Iteration 41Q: 3 clusters Score -8593080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 64171 members 
Entering Unmasked Estep 
Score: -8593064.000000 Penalty: 5496.062988
	Iteration 42Q: 3 clusters Score -8593064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 64168 members 
Entering Unmasked Estep 
Score: -8593063.000000 Penalty: 5496.062988
	Iteration 43Q: 3 clusters Score -8593063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 64162 members 
Entering Unmasked Estep 
Score: -8593067.000000 Penalty: 5496.062988
	Iteration 44Q: 3 clusters Score -8593067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -8593066.000000 Penalty: 5496.062988
	Iteration 45Q: 3 clusters Score -8593066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 64156 members 
Entering Unmasked Estep 
Score: -8593069.000000 Penalty: 5496.062988
	Iteration 46Q: 3 clusters Score -8593069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -8593067.000000 Penalty: 5496.062988
	Iteration 47Q: 3 clusters Score -8593067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 64154 members 
Entering Unmasked Estep 
Score: -8593067.000000 Penalty: 5496.062988
	Iteration 48F: 3 clusters Score -8593067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -98503.421875 Penalty: 1643.754272
	Iteration 0F: 2 clusters Score -98503.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -96799.000000 Penalty: 3287.508545
	Iteration 0F: 3 clusters Score -96799 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -97142.031250 Penalty: 3287.508545
	Iteration 1F: 3 clusters Score -97142.03 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -97518.835938 Penalty: 3287.508545
	Iteration 2F: 3 clusters Score -97518.84 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -98098.523438 Penalty: 3287.508545
	Iteration 3F: 3 clusters Score -98098.52 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -98641.000000 Penalty: 3287.508545
	Iteration 4F: 3 clusters Score -98641 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -98909.351562 Penalty: 3287.508545
	Iteration 5F: 3 clusters Score -98909.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -98961.843750 Penalty: 3287.508545
	Iteration 6Q: 3 clusters Score -98961.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -98989.062500 Penalty: 3287.508545
	Iteration 7Q: 3 clusters Score -98989.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -98994.976562 Penalty: 3287.508545
	Iteration 8Q: 3 clusters Score -98994.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -98994.976562 Penalty: 3287.508545
	Iteration 9F: 3 clusters Score -98994.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64911 members 
Mstep: Class 3 contains 661 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94787 members 
Mstep: Class 9 contains 46235 members 
Mstep: Class 10 contains 99105 members 
Mstep: Class 11 contains 37317 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48200 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54409 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 274566 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 95 members 
Entering Unmasked Estep 
Score: -122225400.000000 Penalty: 98657.695312
Splitting cluster 3 changes total score from -122226496.000000 to -122225400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Entering Unmasked Estep 
Score: -63031.097656 Penalty: 1536.212524
	Iteration 0F: 2 clusters Score -63031.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61678.109375 Penalty: 3072.425049
	Iteration 0F: 3 clusters Score -61678.11 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61923.414062 Penalty: 3072.425049
	Iteration 1F: 3 clusters Score -61923.41 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62053.886719 Penalty: 3072.425049
	Iteration 2F: 3 clusters Score -62053.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62170.480469 Penalty: 3072.425049
	Iteration 3F: 3 clusters Score -62170.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62260.234375 Penalty: 3072.425049
	Iteration 4Q: 3 clusters Score -62260.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -62393.570312 Penalty: 3072.425049
	Iteration 5F: 3 clusters Score -62393.57 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -62499.386719 Penalty: 3072.425049
	Iteration 6F: 3 clusters Score -62499.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -62575.738281 Penalty: 3072.425049
	Iteration 7Q: 3 clusters Score -62575.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -62651.945312 Penalty: 3072.425049
	Iteration 8Q: 3 clusters Score -62651.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -62822.449219 Penalty: 3072.425049
	Iteration 9Q: 3 clusters Score -62822.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -62873.390625 Penalty: 3072.425049
	Iteration 10Q: 3 clusters Score -62873.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -62901.863281 Penalty: 3072.425049
	Iteration 11Q: 3 clusters Score -62901.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -62904.179688 Penalty: 3072.425049
	Iteration 12Q: 3 clusters Score -62904.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -62904.179688 Penalty: 3072.425049
	Iteration 13F: 3 clusters Score -62904.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -62797.566406 Penalty: 1558.465332
	Iteration 0F: 2 clusters Score -62797.57 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 252 members 
Entering Unmasked Estep 
Score: -61335.812500 Penalty: 3116.930664
	Iteration 0F: 3 clusters Score -61335.81 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61620.562500 Penalty: 3116.930664
	Iteration 1F: 3 clusters Score -61620.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61857.058594 Penalty: 3116.930664
	Iteration 2F: 3 clusters Score -61857.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -62126.957031 Penalty: 3116.930664
	Iteration 3Q: 3 clusters Score -62126.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -62505.445312 Penalty: 3116.930664
	Iteration 4F: 3 clusters Score -62505.45 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -62769.503906 Penalty: 3116.930664
	Iteration 5F: 3 clusters Score -62769.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -62949.402344 Penalty: 3116.930664
	Iteration 6F: 3 clusters Score -62949.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -63025.253906 Penalty: 3116.930664
	Iteration 7Q: 3 clusters Score -63025.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -63060.289062 Penalty: 3116.930664
	Iteration 8Q: 3 clusters Score -63060.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -63095.968750 Penalty: 3116.930664
	Iteration 9Q: 3 clusters Score -63095.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -63124.605469 Penalty: 3116.930664
	Iteration 10Q: 3 clusters Score -63124.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -63131.207031 Penalty: 3116.930664
	Iteration 11Q: 3 clusters Score -63131.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -63152.558594 Penalty: 3116.930664
	Iteration 12Q: 3 clusters Score -63152.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63154.160156 Penalty: 3116.930664
	Iteration 13Q: 3 clusters Score -63154.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -63154.160156 Penalty: 3116.930664
	Iteration 14F: 3 clusters Score -63154.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64911 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 105 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 94787 members 
Mstep: Class 9 contains 46235 members 
Mstep: Class 10 contains 99105 members 
Mstep: Class 11 contains 37317 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48200 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54409 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 274566 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 431 members 
Entering Unmasked Estep 
Score: -122224960.000000 Penalty: 98657.695312
Splitting cluster 5 changes total score from -122226496.000000 to -122224960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -172557.812500 Penalty: 1796.036499
	Iteration 0F: 2 clusters Score -172557.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -170437.937500 Penalty: 3592.072998
	Iteration 0F: 3 clusters Score -170437.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -170876.796875 Penalty: 3592.072998
	Iteration 1F: 3 clusters Score -170876.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -171103.156250 Penalty: 3592.072998
	Iteration 2F: 3 clusters Score -171103.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -171366.203125 Penalty: 3592.072998
	Iteration 3F: 3 clusters Score -171366.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -171549.000000 Penalty: 3592.072998
	Iteration 4F: 3 clusters Score -171549 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -171773.156250 Penalty: 3592.072998
	Iteration 5F: 3 clusters Score -171773.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -171912.500000 Penalty: 3592.072998
	Iteration 6F: 3 clusters Score -171912.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -171978.046875 Penalty: 3592.072998
	Iteration 7Q: 3 clusters Score -171978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -172005.812500 Penalty: 3592.072998
	Iteration 8Q: 3 clusters Score -172005.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -172031.937500 Penalty: 3592.072998
	Iteration 9Q: 3 clusters Score -172031.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -172054.359375 Penalty: 3592.072998
	Iteration 10Q: 3 clusters Score -172054.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -172064.656250 Penalty: 3592.072998
	Iteration 11Q: 3 clusters Score -172064.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -172075.078125 Penalty: 3592.072998
	Iteration 12Q: 3 clusters Score -172075.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -172089.203125 Penalty: 3592.072998
	Iteration 13Q: 3 clusters Score -172089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -172107.078125 Penalty: 3592.072998
	Iteration 14Q: 3 clusters Score -172107.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -172133.734375 Penalty: 3592.072998
	Iteration 15Q: 3 clusters Score -172133.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -172161.093750 Penalty: 3592.072998
	Iteration 16Q: 3 clusters Score -172161.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -172172.125000 Penalty: 3592.072998
	Iteration 17Q: 3 clusters Score -172172.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -172183.531250 Penalty: 3592.072998
	Iteration 18Q: 3 clusters Score -172183.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -172194.578125 Penalty: 3592.072998
	Iteration 19Q: 3 clusters Score -172194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -172200.421875 Penalty: 3592.072998
	Iteration 20F: 3 clusters Score -172200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -172208.531250 Penalty: 3592.072998
	Iteration 21Q: 3 clusters Score -172208.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -172212.906250 Penalty: 3592.072998
	Iteration 22Q: 3 clusters Score -172212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -172222.625000 Penalty: 3592.072998
	Iteration 23Q: 3 clusters Score -172222.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -172225.968750 Penalty: 3592.072998
	Iteration 24Q: 3 clusters Score -172226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -172225.968750 Penalty: 3592.072998
	Iteration 25F: 3 clusters Score -172226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -74544.421875 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -74544.42 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 301 members 
Entering Unmasked Estep 
Score: -73110.281250 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -73110.28 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -73766.335938 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -73766.34 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -74561.867188 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -74561.87 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75167.476562 Penalty: 3157.769287
	Iteration 3F: 3 clusters Score -75167.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -75800.921875 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -75800.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75877.945312 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -75877.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -75884.484375 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -75884.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -75884.484375 Penalty: 3157.769287
	Iteration 7F: 3 clusters Score -75884.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 64911 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 71 members 
Mstep: Class 8 contains 94787 members 
Mstep: Class 9 contains 46235 members 
Mstep: Class 10 contains 99105 members 
Mstep: Class 11 contains 37317 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 9021 members 
Mstep: Class 14 contains 44149 members 
Mstep: Class 15 contains 8254 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 2873 members 
Mstep: Class 18 contains 48200 members 
Mstep: Class 19 contains 593 members 
Mstep: Class 20 contains 31403 members 
Mstep: Class 21 contains 1115 members 
Mstep: Class 22 contains 28360 members 
Mstep: Class 23 contains 9375 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 54409 members 
Mstep: Class 26 contains 7714 members 
Mstep: Class 27 contains 274566 members 
Mstep: Class 28 contains 227 members 
Mstep: Class 29 contains 511 members 
Entering Unmasked Estep 
Score: -122225912.000000 Penalty: 98657.695312
Splitting cluster 7 changes total score from -122226496.000000 to -122225912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (94787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94787 members 
Entering Unmasked Estep 
Score: -13144535.000000 Penalty: 2841.928223
	Iteration 0F: 2 clusters Score -1.314454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -13081154.000000 Penalty: 5683.856445
	Iteration 0F: 3 clusters Score -1.308115e+07 nChanged 44785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -13106558.000000 Penalty: 5683.856445
	Iteration 1F: 3 clusters Score -1.310656e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -13107440.000000 Penalty: 5683.856445
	Iteration 2Q: 3 clusters Score -1.310744e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 50410 members 
Entering Unmasked Estep 
Score: -13108385.000000 Penalty: 5683.856445
	Iteration 3Q: 3 clusters Score -1.310838e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 51645 members 
Entering Unmasked Estep 
Score: -13109660.000000 Penalty: 5683.856445
	Iteration 4Q: 3 clusters Score -1.310966e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -13111171.000000 Penalty: 5683.856445
	Iteration 5Q: 3 clusters Score -1.311117e+07 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39275 members 
Mstep: Class 2 contains 55512 members 
Entering Unmasked Estep 
Score: -13113219.000000 Penalty: 5683.856445
	Iteration 6Q: 3 clusters Score -1.311322e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 58260 members 
Entering Unmasked Estep 
Score: -13115981.000000 Penalty: 5683.856445
	Iteration 7Q: 3 clusters Score -1.311598e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33328 members 
Mstep: Class 2 contains 61459 members 
Entering Unmasked Estep 
Score: -13119334.000000 Penalty: 5683.856445
	Iteration 8F: 3 clusters Score -1.311933e+07 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 64859 members 
Entering Unmasked Estep 
Score: -13122927.000000 Penalty: 5683.856445
	Iteration 9F: 3 clusters Score -1.312293e+07 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -13126261.000000 Penalty: 5683.856445
	Iteration 10F: 3 clusters Score -1.312626e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 71002 members 
Entering Unmasked Estep 
Score: -13128696.000000 Penalty: 5683.856445
	Iteration 11Q: 3 clusters Score -1.31287e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -13130522.000000 Penalty: 5683.856445
	Iteration 12Q: 3 clusters Score -1.313052e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 75896 members 
Entering Unmasked Estep 
Score: -13131803.000000 Penalty: 5683.856445
	Iteration 13Q: 3 clusters Score -1.31318e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 78029 members 
Entering Unmasked Estep 
Score: -13132944.000000 Penalty: 5683.856445
	Iteration 14Q: 3 clusters Score -1.313294e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 80014 members 
Entering Unmasked Estep 
Score: -13133908.000000 Penalty: 5683.856445
	Iteration 15Q: 3 clusters Score -1.313391e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 81981 members 
Entering Unmasked Estep 
Score: -13134925.000000 Penalty: 5683.856445
	Iteration 16Q: 3 clusters Score -1.313492e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 83873 members 
Entering Unmasked Estep 
Score: -13135996.000000 Penalty: 5683.856445
	Iteration 17Q: 3 clusters Score -1.3136e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 85666 members 
Entering Unmasked Estep 
Score: -13137033.000000 Penalty: 5683.856445
	Iteration 18Q: 3 clusters Score -1.313703e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -13137884.000000 Penalty: 5683.856445
	Iteration 19Q: 3 clusters Score -1.313788e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 88841 members 
Entering Unmasked Estep 
Score: -13138876.000000 Penalty: 5683.856445
	Iteration 20F: 3 clusters Score -1.313888e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 90133 members 
Entering Unmasked Estep 
Score: -13139646.000000 Penalty: 5683.856445
	Iteration 21Q: 3 clusters Score -1.313965e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 91190 members 
Entering Unmasked Estep 
Score: -13140244.000000 Penalty: 5683.856445
	Iteration 22Q: 3 clusters Score -1.314024e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 92021 members 
Entering Unmasked Estep 
Score: -13140803.000000 Penalty: 5683.856445
	Iteration 23Q: 3 clusters Score -1.31408e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 92646 members 
Entering Unmasked Estep 
Score: -13141221.000000 Penalty: 5683.856445
	Iteration 24Q: 3 clusters Score -1.314122e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
Score: -13141477.000000 Penalty: 5683.856445
	Iteration 25Q: 3 clusters Score -1.314148e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 93381 members 
Entering Unmasked Estep 
Score: -13141619.000000 Penalty: 5683.856445
	Iteration 26Q: 3 clusters Score -1.314162e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 93580 members 
Entering Unmasked Estep 
Score: -13141757.000000 Penalty: 5683.856445
	Iteration 27Q: 3 clusters Score -1.314176e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 93707 members 
Entering Unmasked Estep 
Score: -13141814.000000 Penalty: 5683.856445
	Iteration 28Q: 3 clusters Score -1.314181e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -13141888.000000 Penalty: 5683.856445
	Iteration 29Q: 3 clusters Score -1.314189e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 93876 members 
Entering Unmasked Estep 
Score: -13141952.000000 Penalty: 5683.856445
	Iteration 30Q: 3 clusters Score -1.314195e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 93941 members 
Entering Unmasked Estep 
Score: -13141979.000000 Penalty: 5683.856445
	Iteration 31Q: 3 clusters Score -1.314198e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 93989 members 
Entering Unmasked Estep 
Score: -13142014.000000 Penalty: 5683.856445
	Iteration 32Q: 3 clusters Score -1.314201e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 94023 members 
Entering Unmasked Estep 
Score: -13142049.000000 Penalty: 5683.856445
	Iteration 33Q: 3 clusters Score -1.314205e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 94045 members 
Entering Unmasked Estep 
Score: -13142078.000000 Penalty: 5683.856445
	Iteration 34Q: 3 clusters Score -1.314208e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 94055 members 
Entering Unmasked Estep 
Score: -13142092.000000 Penalty: 5683.856445
	Iteration 35Q: 3 clusters Score -1.314209e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 94070 members 
Entering Unmasked Estep 
Score: -13142106.000000 Penalty: 5683.856445
	Iteration 36Q: 3 clusters Score -1.314211e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -13142104.000000 Penalty: 5683.856445
	Iteration 37Q: 3 clusters Score -1.31421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 94089 members 
Entering Unmasked Estep 
Score: -13142109.000000 Penalty: 5683.856445
	Iteration 38Q: 3 clusters Score -1.314211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 94100 members 
Entering Unmasked Estep 
Score: -13142145.000000 Penalty: 5683.856445
	Iteration 39Q: 3 clusters Score -1.314214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 94110 members 
Entering Unmasked Estep 
Score: -13142138.000000 Penalty: 5683.856445
	Iteration 40F: 3 clusters Score -1.314214e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 94119 members 
Entering Unmasked Estep 
Score: -13142139.000000 Penalty: 5683.856445
	Iteration 41Q: 3 clusters Score -1.314214e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 94125 members 
Entering Unmasked Estep 
Score: -13142143.000000 Penalty: 5683.856445
	Iteration 42Q: 3 clusters Score -1.314214e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 94134 members 
Entering Unmasked Estep 
Score: -13142145.000000 Penalty: 5683.856445
	Iteration 43Q: 3 clusters Score -1.314214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 94138 members 
Entering Unmasked Estep 
Score: -13142165.000000 Penalty: 5683.856445
	Iteration 44Q: 3 clusters Score -1.314216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 94145 members 
Entering Unmasked Estep 
Score: -13142177.000000 Penalty: 5683.856445
	Iteration 45Q: 3 clusters Score -1.314218e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 94150 members 
Entering Unmasked Estep 
Score: -13142178.000000 Penalty: 5683.856445
	Iteration 46Q: 3 clusters Score -1.314218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 94157 members 
Entering Unmasked Estep 
Score: -13142188.000000 Penalty: 5683.856445
	Iteration 47Q: 3 clusters Score -1.314219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 94161 members 
Entering Unmasked Estep 
Score: -13142180.000000 Penalty: 5683.856445
	Iteration 48Q: 3 clusters Score -1.314218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 94171 members 
Entering Unmasked Estep 
Score: -13142201.000000 Penalty: 5683.856445
	Iteration 49Q: 3 clusters Score -1.31422e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 94179 members 
Entering Unmasked Estep 
Score: -13142203.000000 Penalty: 5683.856445
	Iteration 50Q: 3 clusters Score -1.31422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 94179 members 
Entering Unmasked Estep 
Score: -13142197.000000 Penalty: 5683.856445
	Iteration 51Q: 3 clusters Score -1.31422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 94181 members 
Entering Unmasked Estep 
Score: -13142206.000000 Penalty: 5683.856445
	Iteration 52Q: 3 clusters Score -1.314221e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 94181 members 
Entering Unmasked Estep 
Score: -13142206.000000 Penalty: 5683.856445
	Iteration 53F: 3 clusters Score -1.314221e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46235 members 
Entering Unmasked Estep 
Score: -6404777.000000 Penalty: 2663.890137
	Iteration 0F: 2 clusters Score -6404777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -6373563.000000 Penalty: 5327.780273
	Iteration 0F: 3 clusters Score -6373563 nChanged 21206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -6385249.500000 Penalty: 5327.780273
	Iteration 1F: 3 clusters Score -6385250 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -6385831.500000 Penalty: 5327.780273
	Iteration 2Q: 3 clusters Score -6385832 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -6386483.500000 Penalty: 5327.780273
	Iteration 3Q: 3 clusters Score -6386484 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -6387198.500000 Penalty: 5327.780273
	Iteration 4Q: 3 clusters Score -6387198 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -6388037.000000 Penalty: 5327.780273
	Iteration 5Q: 3 clusters Score -6388037 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -6388939.500000 Penalty: 5327.780273
	Iteration 6Q: 3 clusters Score -6388940 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -6390040.500000 Penalty: 5327.780273
	Iteration 7Q: 3 clusters Score -6390040 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -6391164.000000 Penalty: 5327.780273
	Iteration 8Q: 3 clusters Score -6391164 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -6392339.000000 Penalty: 5327.780273
	Iteration 9Q: 3 clusters Score -6392339 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -6393316.500000 Penalty: 5327.780273
	Iteration 10Q: 3 clusters Score -6393316 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -6394040.000000 Penalty: 5327.780273
	Iteration 11Q: 3 clusters Score -6394040 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -6394561.500000 Penalty: 5327.780273
	Iteration 12Q: 3 clusters Score -6394562 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -6394993.500000 Penalty: 5327.780273
	Iteration 13Q: 3 clusters Score -6394994 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -6395300.000000 Penalty: 5327.780273
	Iteration 14Q: 3 clusters Score -6395300 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -6395570.500000 Penalty: 5327.780273
	Iteration 15Q: 3 clusters Score -6395570 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -6395748.000000 Penalty: 5327.780273
	Iteration 16Q: 3 clusters Score -6395748 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -6395909.000000 Penalty: 5327.780273
	Iteration 17Q: 3 clusters Score -6395909 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -6396062.500000 Penalty: 5327.780273
	Iteration 18Q: 3 clusters Score -6396062 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -6396181.500000 Penalty: 5327.780273
	Iteration 19Q: 3 clusters Score -6396182 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -6396365.500000 Penalty: 5327.780273
	Iteration 20F: 3 clusters Score -6396366 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -6396486.500000 Penalty: 5327.780273
	Iteration 21Q: 3 clusters Score -6396486 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -6396641.000000 Penalty: 5327.780273
	Iteration 22Q: 3 clusters Score -6396641 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -6396836.500000 Penalty: 5327.780273
	Iteration 23Q: 3 clusters Score -6396836 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -6397001.500000 Penalty: 5327.780273
	Iteration 24Q: 3 clusters Score -6397002 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -6397171.000000 Penalty: 5327.780273
	Iteration 25Q: 3 clusters Score -6397171 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -6397353.500000 Penalty: 5327.780273
	Iteration 26Q: 3 clusters Score -6397354 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -6397581.000000 Penalty: 5327.780273
	Iteration 27Q: 3 clusters Score -6397581 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -6397797.000000 Penalty: 5327.780273
	Iteration 28Q: 3 clusters Score -6397797 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -6398043.000000 Penalty: 5327.780273
	Iteration 29Q: 3 clusters Score -6398043 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -6398283.500000 Penalty: 5327.780273
	Iteration 30Q: 3 clusters Score -6398284 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -6398532.500000 Penalty: 5327.780273
	Iteration 31Q: 3 clusters Score -6398532 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -6398780.000000 Penalty: 5327.780273
	Iteration 32Q: 3 clusters Score -6398780 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -6399047.500000 Penalty: 5327.780273
	Iteration 33Q: 3 clusters Score -6399048 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -6399333.000000 Penalty: 5327.780273
	Iteration 34Q: 3 clusters Score -6399333 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -6399641.000000 Penalty: 5327.780273
	Iteration 35Q: 3 clusters Score -6399641 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -6399930.500000 Penalty: 5327.780273
	Iteration 36Q: 3 clusters Score -6399930 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -6400270.500000 Penalty: 5327.780273
	Iteration 37Q: 3 clusters Score -6400270 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -6400556.000000 Penalty: 5327.780273
	Iteration 38Q: 3 clusters Score -6400556 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -6400833.500000 Penalty: 5327.780273
	Iteration 39Q: 3 clusters Score -6400834 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6401108.000000 Penalty: 5327.780273
	Iteration 40F: 3 clusters Score -6401108 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -6401364.500000 Penalty: 5327.780273
	Iteration 41Q: 3 clusters Score -6401364 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -6401518.500000 Penalty: 5327.780273
	Iteration 42Q: 3 clusters Score -6401518 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -6401699.000000 Penalty: 5327.780273
	Iteration 43Q: 3 clusters Score -6401699 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6401824.000000 Penalty: 5327.780273
	Iteration 44Q: 3 clusters Score -6401824 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44069 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6401931.000000 Penalty: 5327.780273
	Iteration 45Q: 3 clusters Score -6401931 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6402041.500000 Penalty: 5327.780273
	Iteration 46Q: 3 clusters Score -6402042 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6402099.500000 Penalty: 5327.780273
	Iteration 47Q: 3 clusters Score -6402100 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -6402162.500000 Penalty: 5327.780273
	Iteration 48Q: 3 clusters Score -6402162 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6402208.000000 Penalty: 5327.780273
	Iteration 49Q: 3 clusters Score -6402208 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -6402248.000000 Penalty: 5327.780273
	Iteration 50Q: 3 clusters Score -6402248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44812 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -6402283.500000 Penalty: 5327.780273
	Iteration 51Q: 3 clusters Score -6402284 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -6402308.000000 Penalty: 5327.780273
	Iteration 52Q: 3 clusters Score -6402308 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44951 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6402347.500000 Penalty: 5327.780273
	Iteration 53Q: 3 clusters Score -6402348 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6402374.500000 Penalty: 5327.780273
	Iteration 54Q: 3 clusters Score -6402374 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6402388.500000 Penalty: 5327.780273
	Iteration 55Q: 3 clusters Score -6402388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6402412.000000 Penalty: 5327.780273
	Iteration 56Q: 3 clusters Score -6402412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6402424.000000 Penalty: 5327.780273
	Iteration 57Q: 3 clusters Score -6402424 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6402445.000000 Penalty: 5327.780273
	Iteration 58Q: 3 clusters Score -6402445 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -6402480.000000 Penalty: 5327.780273
	Iteration 59Q: 3 clusters Score -6402480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -6402489.000000 Penalty: 5327.780273
	Iteration 60F: 3 clusters Score -6402489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6402503.000000 Penalty: 5327.780273
	Iteration 61Q: 3 clusters Score -6402503 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6402518.500000 Penalty: 5327.780273
	Iteration 62Q: 3 clusters Score -6402518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6402531.500000 Penalty: 5327.780273
	Iteration 63Q: 3 clusters Score -6402532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -6402546.500000 Penalty: 5327.780273
	Iteration 64Q: 3 clusters Score -6402546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6402563.000000 Penalty: 5327.780273
	Iteration 65Q: 3 clusters Score -6402563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -6402556.000000 Penalty: 5327.780273
	Iteration 66Q: 3 clusters Score -6402556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -6402562.500000 Penalty: 5327.780273
	Iteration 67Q: 3 clusters Score -6402562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6402572.500000 Penalty: 5327.780273
	Iteration 68Q: 3 clusters Score -6402572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -6402571.000000 Penalty: 5327.780273
	Iteration 69Q: 3 clusters Score -6402571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6402568.000000 Penalty: 5327.780273
	Iteration 70Q: 3 clusters Score -6402568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6402570.500000 Penalty: 5327.780273
	Iteration 71Q: 3 clusters Score -6402570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -6402573.500000 Penalty: 5327.780273
	Iteration 72Q: 3 clusters Score -6402574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45368 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6402570.500000 Penalty: 5327.780273
	Iteration 73Q: 3 clusters Score -6402570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -6402579.500000 Penalty: 5327.780273
	Iteration 74Q: 3 clusters Score -6402580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6402581.500000 Penalty: 5327.780273
	Iteration 75Q: 3 clusters Score -6402582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6402571.500000 Penalty: 5327.780273
	Iteration 76Q: 3 clusters Score -6402572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6402577.500000 Penalty: 5327.780273
	Iteration 77Q: 3 clusters Score -6402578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6402576.000000 Penalty: 5327.780273
	Iteration 78Q: 3 clusters Score -6402576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6402583.500000 Penalty: 5327.780273
	Iteration 79Q: 3 clusters Score -6402584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6402583.000000 Penalty: 5327.780273
	Iteration 80F: 3 clusters Score -6402583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6402580.500000 Penalty: 5327.780273
	Iteration 81Q: 3 clusters Score -6402580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6402578.500000 Penalty: 5327.780273
	Iteration 82Q: 3 clusters Score -6402578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6402580.000000 Penalty: 5327.780273
	Iteration 83Q: 3 clusters Score -6402580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6402580.000000 Penalty: 5327.780273
	Iteration 84F: 3 clusters Score -6402580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (99105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99105 members 
Entering Unmasked Estep 
Score: -13611391.000000 Penalty: 2852.975830
	Iteration 0F: 2 clusters Score -1.361139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -13545031.000000 Penalty: 5705.951660
	Iteration 0F: 3 clusters Score -1.354503e+07 nChanged 46820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50537 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -13572116.000000 Penalty: 5705.951660
	Iteration 1F: 3 clusters Score -1.357212e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -13573569.000000 Penalty: 5705.951660
	Iteration 2Q: 3 clusters Score -1.357357e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -13575432.000000 Penalty: 5705.951660
	Iteration 3Q: 3 clusters Score -1.357543e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56017 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -13578221.000000 Penalty: 5705.951660
	Iteration 4F: 3 clusters Score -1.357822e+07 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -13581980.000000 Penalty: 5705.951660
	Iteration 5F: 3 clusters Score -1.358198e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -13586260.000000 Penalty: 5705.951660
	Iteration 6F: 3 clusters Score -1.358626e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -13590609.000000 Penalty: 5705.951660
	Iteration 7F: 3 clusters Score -1.359061e+07 nChanged 5711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72412 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -13594868.000000 Penalty: 5705.951660
	Iteration 8F: 3 clusters Score -1.359487e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76070 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -13598486.000000 Penalty: 5705.951660
	Iteration 9Q: 3 clusters Score -1.359849e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78965 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -13600818.000000 Penalty: 5705.951660
	Iteration 10Q: 3 clusters Score -1.360082e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81344 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -13602515.000000 Penalty: 5705.951660
	Iteration 11Q: 3 clusters Score -1.360252e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -13603650.000000 Penalty: 5705.951660
	Iteration 12Q: 3 clusters Score -1.360365e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85167 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -13604552.000000 Penalty: 5705.951660
	Iteration 13Q: 3 clusters Score -1.360455e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86698 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -13605286.000000 Penalty: 5705.951660
	Iteration 14Q: 3 clusters Score -1.360529e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88084 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -13605846.000000 Penalty: 5705.951660
	Iteration 15Q: 3 clusters Score -1.360585e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89301 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -13606476.000000 Penalty: 5705.951660
	Iteration 16Q: 3 clusters Score -1.360648e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90400 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -13606927.000000 Penalty: 5705.951660
	Iteration 17Q: 3 clusters Score -1.360693e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91332 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -13607331.000000 Penalty: 5705.951660
	Iteration 18Q: 3 clusters Score -1.360733e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92171 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -13607725.000000 Penalty: 5705.951660
	Iteration 19Q: 3 clusters Score -1.360772e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92865 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -13608028.000000 Penalty: 5705.951660
	Iteration 20F: 3 clusters Score -1.360803e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -13608339.000000 Penalty: 5705.951660
	Iteration 21Q: 3 clusters Score -1.360834e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93929 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -13608542.000000 Penalty: 5705.951660
	Iteration 22Q: 3 clusters Score -1.360854e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94318 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -13608684.000000 Penalty: 5705.951660
	Iteration 23Q: 3 clusters Score -1.360868e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94659 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -13608759.000000 Penalty: 5705.951660
	Iteration 24Q: 3 clusters Score -1.360876e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94965 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -13608872.000000 Penalty: 5705.951660
	Iteration 25Q: 3 clusters Score -1.360887e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95235 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -13609002.000000 Penalty: 5705.951660
	Iteration 26Q: 3 clusters Score -1.3609e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95464 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -13609086.000000 Penalty: 5705.951660
	Iteration 27Q: 3 clusters Score -1.360909e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95646 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -13609150.000000 Penalty: 5705.951660
	Iteration 28Q: 3 clusters Score -1.360915e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95791 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -13609228.000000 Penalty: 5705.951660
	Iteration 29Q: 3 clusters Score -1.360923e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95911 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -13609241.000000 Penalty: 5705.951660
	Iteration 30Q: 3 clusters Score -1.360924e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96016 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -13609266.000000 Penalty: 5705.951660
	Iteration 31Q: 3 clusters Score -1.360927e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96124 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -13609272.000000 Penalty: 5705.951660
	Iteration 32Q: 3 clusters Score -1.360927e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96206 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -13609294.000000 Penalty: 5705.951660
	Iteration 33Q: 3 clusters Score -1.360929e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96273 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -13609296.000000 Penalty: 5705.951660
	Iteration 34Q: 3 clusters Score -1.36093e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96340 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -13609311.000000 Penalty: 5705.951660
	Iteration 35Q: 3 clusters Score -1.360931e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -13609304.000000 Penalty: 5705.951660
	Iteration 36Q: 3 clusters Score -1.36093e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96443 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -13609316.000000 Penalty: 5705.951660
	Iteration 37Q: 3 clusters Score -1.360932e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96481 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -13609347.000000 Penalty: 5705.951660
	Iteration 38Q: 3 clusters Score -1.360935e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -13609346.000000 Penalty: 5705.951660
	Iteration 39Q: 3 clusters Score -1.360935e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96546 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -13609366.000000 Penalty: 5705.951660
	Iteration 40F: 3 clusters Score -1.360937e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96569 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -13609372.000000 Penalty: 5705.951660
	Iteration 41Q: 3 clusters Score -1.360937e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96583 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -13609362.000000 Penalty: 5705.951660
	Iteration 42Q: 3 clusters Score -1.360936e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -13609369.000000 Penalty: 5705.951660
	Iteration 43Q: 3 clusters Score -1.360937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96601 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -13609378.000000 Penalty: 5705.951660
	Iteration 44Q: 3 clusters Score -1.360938e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96609 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -13609351.000000 Penalty: 5705.951660
	Iteration 45Q: 3 clusters Score -1.360935e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96613 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -13609346.000000 Penalty: 5705.951660
	Iteration 46Q: 3 clusters Score -1.360935e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96618 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -13609354.000000 Penalty: 5705.951660
	Iteration 47Q: 3 clusters Score -1.360935e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -13609367.000000 Penalty: 5705.951660
	Iteration 48Q: 3 clusters Score -1.360937e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96634 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -13609371.000000 Penalty: 5705.951660
	Iteration 49Q: 3 clusters Score -1.360937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96644 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -13609381.000000 Penalty: 5705.951660
	Iteration 50Q: 3 clusters Score -1.360938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96650 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -13609377.000000 Penalty: 5705.951660
	Iteration 51Q: 3 clusters Score -1.360938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96659 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -13609381.000000 Penalty: 5705.951660
	Iteration 52Q: 3 clusters Score -1.360938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96668 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -13609377.000000 Penalty: 5705.951660
	Iteration 53Q: 3 clusters Score -1.360938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96678 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -13609361.000000 Penalty: 5705.951660
	Iteration 54Q: 3 clusters Score -1.360936e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96682 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -13609374.000000 Penalty: 5705.951660
	Iteration 55Q: 3 clusters Score -1.360937e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96686 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -13609379.000000 Penalty: 5705.951660
	Iteration 56Q: 3 clusters Score -1.360938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -13609379.000000 Penalty: 5705.951660
	Iteration 57Q: 3 clusters Score -1.360938e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96687 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -13609379.000000 Penalty: 5705.951660
	Iteration 58F: 3 clusters Score -1.360938e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (37317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Entering Unmasked Estep 
Score: -5196103.000000 Penalty: 2610.746826
	Iteration 0F: 2 clusters Score -5196103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -5170813.000000 Penalty: 5221.493652
	Iteration 0F: 3 clusters Score -5170813 nChanged 16966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -5180248.000000 Penalty: 5221.493652
	Iteration 1F: 3 clusters Score -5180248 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5180851.000000 Penalty: 5221.493652
	Iteration 2Q: 3 clusters Score -5180851 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -5181352.000000 Penalty: 5221.493652
	Iteration 3Q: 3 clusters Score -5181352 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -5181789.000000 Penalty: 5221.493652
	Iteration 4Q: 3 clusters Score -5181789 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -5182147.500000 Penalty: 5221.493652
	Iteration 5Q: 3 clusters Score -5182148 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -5182508.000000 Penalty: 5221.493652
	Iteration 6Q: 3 clusters Score -5182508 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -5182874.000000 Penalty: 5221.493652
	Iteration 7Q: 3 clusters Score -5182874 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -5183258.000000 Penalty: 5221.493652
	Iteration 8Q: 3 clusters Score -5183258 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -5183656.500000 Penalty: 5221.493652
	Iteration 9Q: 3 clusters Score -5183656 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -5184217.500000 Penalty: 5221.493652
	Iteration 10Q: 3 clusters Score -5184218 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -5184984.000000 Penalty: 5221.493652
	Iteration 11Q: 3 clusters Score -5184984 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -5186073.500000 Penalty: 5221.493652
	Iteration 12Q: 3 clusters Score -5186074 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -5187530.000000 Penalty: 5221.493652
	Iteration 13F: 3 clusters Score -5187530 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -5189322.000000 Penalty: 5221.493652
	Iteration 14F: 3 clusters Score -5189322 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -5190933.500000 Penalty: 5221.493652
	Iteration 15F: 3 clusters Score -5190934 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -5192048.000000 Penalty: 5221.493652
	Iteration 16Q: 3 clusters Score -5192048 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -5192788.000000 Penalty: 5221.493652
	Iteration 17Q: 3 clusters Score -5192788 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -5193236.000000 Penalty: 5221.493652
	Iteration 18Q: 3 clusters Score -5193236 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -5193489.500000 Penalty: 5221.493652
	Iteration 19Q: 3 clusters Score -5193490 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -5193638.500000 Penalty: 5221.493652
	Iteration 20F: 3 clusters Score -5193638 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -5193716.000000 Penalty: 5221.493652
	Iteration 21Q: 3 clusters Score -5193716 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -5193778.000000 Penalty: 5221.493652
	Iteration 22Q: 3 clusters Score -5193778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -5193807.000000 Penalty: 5221.493652
	Iteration 23Q: 3 clusters Score -5193807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 36693 members 
Entering Unmasked Estep 
Score: -5193864.000000 Penalty: 5221.493652
	Iteration 24Q: 3 clusters Score -5193864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 36712 members 
Entering Unmasked Estep 
Score: -5193889.000000 Penalty: 5221.493652
	Iteration 25Q: 3 clusters Score -5193889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -5193889.500000 Penalty: 5221.493652
	Iteration 26Q: 3 clusters Score -5193890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -5193886.500000 Penalty: 5221.493652
	Iteration 27Q: 3 clusters Score -5193886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -5193893.000000 Penalty: 5221.493652
	Iteration 28Q: 3 clusters Score -5193893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -5193902.500000 Penalty: 5221.493652
	Iteration 29Q: 3 clusters Score -5193902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -5193906.000000 Penalty: 5221.493652
	Iteration 30Q: 3 clusters Score -5193906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -5193909.500000 Penalty: 5221.493652
	Iteration 31Q: 3 clusters Score -5193910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -5193912.500000 Penalty: 5221.493652
	Iteration 32Q: 3 clusters Score -5193912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -5193918.500000 Penalty: 5221.493652
	Iteration 33Q: 3 clusters Score -5193918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -5193922.000000 Penalty: 5221.493652
	Iteration 34Q: 3 clusters Score -5193922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -5193921.500000 Penalty: 5221.493652
	Iteration 35Q: 3 clusters Score -5193922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -5193921.500000 Penalty: 5221.493652
	Iteration 36F: 3 clusters Score -5193922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Entering Unmasked Estep 
Score: -1501993.625000 Penalty: 2319.622070
	Iteration 0F: 2 clusters Score -1501994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1493328.875000 Penalty: 4639.244141
	Iteration 0F: 3 clusters Score -1493329 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1496003.000000 Penalty: 4639.244141
	Iteration 1F: 3 clusters Score -1496003 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1496361.250000 Penalty: 4639.244141
	Iteration 2F: 3 clusters Score -1496361 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1496606.625000 Penalty: 4639.244141
	Iteration 3F: 3 clusters Score -1496607 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1496769.000000 Penalty: 4639.244141
	Iteration 4Q: 3 clusters Score -1496769 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1496891.000000 Penalty: 4639.244141
	Iteration 5Q: 3 clusters Score -1496891 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1497009.000000 Penalty: 4639.244141
	Iteration 6Q: 3 clusters Score -1497009 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1497136.625000 Penalty: 4639.244141
	Iteration 7Q: 3 clusters Score -1497137 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1497259.250000 Penalty: 4639.244141
	Iteration 8Q: 3 clusters Score -1497259 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1497350.750000 Penalty: 4639.244141
	Iteration 9Q: 3 clusters Score -1497351 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1497435.750000 Penalty: 4639.244141
	Iteration 10Q: 3 clusters Score -1497436 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1497512.125000 Penalty: 4639.244141
	Iteration 11Q: 3 clusters Score -1497512 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1497582.875000 Penalty: 4639.244141
	Iteration 12Q: 3 clusters Score -1497583 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1497657.750000 Penalty: 4639.244141
	Iteration 13Q: 3 clusters Score -1497658 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1497731.750000 Penalty: 4639.244141
	Iteration 14Q: 3 clusters Score -1497732 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1497810.875000 Penalty: 4639.244141
	Iteration 15Q: 3 clusters Score -1497811 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1497867.750000 Penalty: 4639.244141
	Iteration 16Q: 3 clusters Score -1497868 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1497923.375000 Penalty: 4639.244141
	Iteration 17Q: 3 clusters Score -1497923 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1497980.375000 Penalty: 4639.244141
	Iteration 18Q: 3 clusters Score -1497980 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1498040.750000 Penalty: 4639.244141
	Iteration 19Q: 3 clusters Score -1498041 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1498096.125000 Penalty: 4639.244141
	Iteration 20F: 3 clusters Score -1498096 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1498147.250000 Penalty: 4639.244141
	Iteration 21Q: 3 clusters Score -1498147 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1498206.500000 Penalty: 4639.244141
	Iteration 22Q: 3 clusters Score -1498206 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1498252.750000 Penalty: 4639.244141
	Iteration 23Q: 3 clusters Score -1498253 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1498298.625000 Penalty: 4639.244141
	Iteration 24Q: 3 clusters Score -1498299 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1498354.125000 Penalty: 4639.244141
	Iteration 25Q: 3 clusters Score -1498354 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1498389.875000 Penalty: 4639.244141
	Iteration 26Q: 3 clusters Score -1498390 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1498433.000000 Penalty: 4639.244141
	Iteration 27Q: 3 clusters Score -1498433 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1498472.875000 Penalty: 4639.244141
	Iteration 28Q: 3 clusters Score -1498473 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1498523.875000 Penalty: 4639.244141
	Iteration 29Q: 3 clusters Score -1498524 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1498562.375000 Penalty: 4639.244141
	Iteration 30Q: 3 clusters Score -1498562 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1498601.125000 Penalty: 4639.244141
	Iteration 31Q: 3 clusters Score -1498601 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1498637.375000 Penalty: 4639.244141
	Iteration 32Q: 3 clusters Score -1498637 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1498676.000000 Penalty: 4639.244141
	Iteration 33Q: 3 clusters Score -1498676 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1498716.750000 Penalty: 4639.244141
	Iteration 34Q: 3 clusters Score -1498717 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1498754.750000 Penalty: 4639.244141
	Iteration 35Q: 3 clusters Score -1498755 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1498793.750000 Penalty: 4639.244141
	Iteration 36Q: 3 clusters Score -1498794 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1498827.125000 Penalty: 4639.244141
	Iteration 37Q: 3 clusters Score -1498827 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1498863.000000 Penalty: 4639.244141
	Iteration 38Q: 3 clusters Score -1498863 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1498904.625000 Penalty: 4639.244141
	Iteration 39Q: 3 clusters Score -1498905 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -1498949.125000 Penalty: 4639.244141
	Iteration 40F: 3 clusters Score -1498949 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1498998 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1499052.375000 Penalty: 4639.244141
	Iteration 42Q: 3 clusters Score -1499052 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1499116.000000 Penalty: 4639.244141
	Iteration 43Q: 3 clusters Score -1499116 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1499185.000000 Penalty: 4639.244141
	Iteration 44Q: 3 clusters Score -1499185 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1499253 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1499323 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1499394 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1499469.000000 Penalty: 4639.244141
	Iteration 48Q: 3 clusters Score -1499469 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1499546.000000 Penalty: 4639.244141
	Iteration 49Q: 3 clusters Score -1499546 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1499631.875000 Penalty: 4639.244141
	Iteration 50Q: 3 clusters Score -1499632 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1499710.750000 Penalty: 4639.244141
	Iteration 51Q: 3 clusters Score -1499711 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1499760.125000 Penalty: 4639.244141
	Iteration 52Q: 3 clusters Score -1499760 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1499804.250000 Penalty: 4639.244141
	Iteration 53Q: 3 clusters Score -1499804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1499845.000000 Penalty: 4639.244141
	Iteration 54Q: 3 clusters Score -1499845 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1499881.125000 Penalty: 4639.244141
	Iteration 55Q: 3 clusters Score -1499881 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1499905.875000 Penalty: 4639.244141
	Iteration 56Q: 3 clusters Score -1499906 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1499923.750000 Penalty: 4639.244141
	Iteration 57Q: 3 clusters Score -1499924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1499943.125000 Penalty: 4639.244141
	Iteration 58Q: 3 clusters Score -1499943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1499956.375000 Penalty: 4639.244141
	Iteration 59Q: 3 clusters Score -1499956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1499972.625000 Penalty: 4639.244141
	Iteration 60F: 3 clusters Score -1499973 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1499985.125000 Penalty: 4639.244141
	Iteration 61Q: 3 clusters Score -1499985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1499997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1500011.875000 Penalty: 4639.244141
	Iteration 63Q: 3 clusters Score -1500012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1500016.500000 Penalty: 4639.244141
	Iteration 64Q: 3 clusters Score -1500016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1500027.750000 Penalty: 4639.244141
	Iteration 65Q: 3 clusters Score -1500028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1500032.000000 Penalty: 4639.244141
	Iteration 66Q: 3 clusters Score -1500032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1500031.125000 Penalty: 4639.244141
	Iteration 67Q: 3 clusters Score -1500031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1500034.375000 Penalty: 4639.244141
	Iteration 68Q: 3 clusters Score -1500034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1500037.250000 Penalty: 4639.244141
	Iteration 69Q: 3 clusters Score -1500037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1500044.125000 Penalty: 4639.244141
	Iteration 70Q: 3 clusters Score -1500044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1500050.250000 Penalty: 4639.244141
	Iteration 71Q: 3 clusters Score -1500050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1500056.500000 Penalty: 4639.244141
	Iteration 72Q: 3 clusters Score -1500056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1500065.500000 Penalty: 4639.244141
	Iteration 73Q: 3 clusters Score -1500066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1500069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1500071.500000 Penalty: 4639.244141
	Iteration 75Q: 3 clusters Score -1500072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1500071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1500070.625000 Penalty: 4639.244141
	Iteration 77Q: 3 clusters Score -1500071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1500071.125000 Penalty: 4639.244141
	Iteration 78Q: 3 clusters Score -1500071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1500070.625000 Penalty: 4639.244141
	Iteration 79Q: 3 clusters Score -1500071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1500072.125000 Penalty: 4639.244141
	Iteration 80F: 3 clusters Score -1500072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1500076.125000 Penalty: 4639.244141
	Iteration 81Q: 3 clusters Score -1500076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1500074.375000 Penalty: 4639.244141
	Iteration 82Q: 3 clusters Score -1500074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1500077.625000 Penalty: 4639.244141
	Iteration 83Q: 3 clusters Score -1500078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1500080.250000 Penalty: 4639.244141
	Iteration 84Q: 3 clusters Score -1500080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1500082.250000 Penalty: 4639.244141
	Iteration 85Q: 3 clusters Score -1500082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1500083.750000 Penalty: 4639.244141
	Iteration 86Q: 3 clusters Score -1500084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1500086.625000 Penalty: 4639.244141
	Iteration 87Q: 3 clusters Score -1500087 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1500089.250000 Penalty: 4639.244141
	Iteration 88Q: 3 clusters Score -1500089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1500088.250000 Penalty: 4639.244141
	Iteration 89Q: 3 clusters Score -1500088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1500091.250000 Penalty: 4639.244141
	Iteration 90Q: 3 clusters Score -1500091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1500091.375000 Penalty: 4639.244141
	Iteration 91Q: 3 clusters Score -1500091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1500095.000000 Penalty: 4639.244141
	Iteration 92Q: 3 clusters Score -1500095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1500096.875000 Penalty: 4639.244141
	Iteration 93Q: 3 clusters Score -1500097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1500097.500000 Penalty: 4639.244141
	Iteration 94Q: 3 clusters Score -1500098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1500098.375000 Penalty: 4639.244141
	Iteration 95Q: 3 clusters Score -1500098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1500098.500000 Penalty: 4639.244141
	Iteration 96Q: 3 clusters Score -1500098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1500101.250000 Penalty: 4639.244141
	Iteration 97Q: 3 clusters Score -1500101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1500101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1500102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1500100.875000 Penalty: 4639.244141
	Iteration 100F: 3 clusters Score -1500101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (9021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9021 members 
Entering Unmasked Estep 
Score: -1243265.625000 Penalty: 2258.613037
	Iteration 0F: 2 clusters Score -1243266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1236208.875000 Penalty: 4517.226074
	Iteration 0F: 3 clusters Score -1236209 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1238374.000000 Penalty: 4517.226074
	Iteration 1F: 3 clusters Score -1238374 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1238810.500000 Penalty: 4517.226074
	Iteration 2F: 3 clusters Score -1238810 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1239301.500000 Penalty: 4517.226074
	Iteration 3F: 3 clusters Score -1239302 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1239873.625000 Penalty: 4517.226074
	Iteration 4F: 3 clusters Score -1239874 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1240490.000000 Penalty: 4517.226074
	Iteration 5F: 3 clusters Score -1240490 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1240900.875000 Penalty: 4517.226074
	Iteration 6F: 3 clusters Score -1240901 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1241184.375000 Penalty: 4517.226074
	Iteration 7Q: 3 clusters Score -1241184 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1241358.625000 Penalty: 4517.226074
	Iteration 8Q: 3 clusters Score -1241359 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1241488.625000 Penalty: 4517.226074
	Iteration 9Q: 3 clusters Score -1241489 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1241569.000000 Penalty: 4517.226074
	Iteration 10Q: 3 clusters Score -1241569 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1241617.875000 Penalty: 4517.226074
	Iteration 11Q: 3 clusters Score -1241618 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1241648.250000 Penalty: 4517.226074
	Iteration 12Q: 3 clusters Score -1241648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1241669.250000 Penalty: 4517.226074
	Iteration 13Q: 3 clusters Score -1241669 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1241681.875000 Penalty: 4517.226074
	Iteration 14Q: 3 clusters Score -1241682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1241692.875000 Penalty: 4517.226074
	Iteration 15Q: 3 clusters Score -1241693 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1241700.625000 Penalty: 4517.226074
	Iteration 16Q: 3 clusters Score -1241701 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1241709.250000 Penalty: 4517.226074
	Iteration 17Q: 3 clusters Score -1241709 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1241719.375000 Penalty: 4517.226074
	Iteration 18Q: 3 clusters Score -1241719 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1241725.250000 Penalty: 4517.226074
	Iteration 19Q: 3 clusters Score -1241725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1241730.125000 Penalty: 4517.226074
	Iteration 20F: 3 clusters Score -1241730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1241733.250000 Penalty: 4517.226074
	Iteration 21Q: 3 clusters Score -1241733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1241736.500000 Penalty: 4517.226074
	Iteration 22Q: 3 clusters Score -1241736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1241740.625000 Penalty: 4517.226074
	Iteration 23Q: 3 clusters Score -1241741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1241739.375000 Penalty: 4517.226074
	Iteration 24Q: 3 clusters Score -1241739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1241741.875000 Penalty: 4517.226074
	Iteration 25Q: 3 clusters Score -1241742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1241742.500000 Penalty: 4517.226074
	Iteration 26Q: 3 clusters Score -1241742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1241744.000000 Penalty: 4517.226074
	Iteration 27Q: 3 clusters Score -1241744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1241745.375000 Penalty: 4517.226074
	Iteration 28Q: 3 clusters Score -1241745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1241745.875000 Penalty: 4517.226074
	Iteration 29Q: 3 clusters Score -1241746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1241744.000000 Penalty: 4517.226074
	Iteration 30Q: 3 clusters Score -1241744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1241745.125000 Penalty: 4517.226074
	Iteration 31Q: 3 clusters Score -1241745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1241745.125000 Penalty: 4517.226074
	Iteration 32F: 3 clusters Score -1241745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Entering Unmasked Estep 
Score: -6013781.000000 Penalty: 2652.440918
	Iteration 0F: 2 clusters Score -6013781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -5984144.000000 Penalty: 5304.881836
	Iteration 0F: 3 clusters Score -5984144 nChanged 20222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -5995641.000000 Penalty: 5304.881836
	Iteration 1F: 3 clusters Score -5995641 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -5996766.000000 Penalty: 5304.881836
	Iteration 2F: 3 clusters Score -5996766 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -5998322.000000 Penalty: 5304.881836
	Iteration 3F: 3 clusters Score -5998322 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -6000471.000000 Penalty: 5304.881836
	Iteration 4F: 3 clusters Score -6000471 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -6003078.500000 Penalty: 5304.881836
	Iteration 5F: 3 clusters Score -6003078 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -6005580.500000 Penalty: 5304.881836
	Iteration 6F: 3 clusters Score -6005580 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -6007588.000000 Penalty: 5304.881836
	Iteration 7F: 3 clusters Score -6007588 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -6009182.000000 Penalty: 5304.881836
	Iteration 8Q: 3 clusters Score -6009182 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -6010333.000000 Penalty: 5304.881836
	Iteration 9Q: 3 clusters Score -6010333 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -6011093.000000 Penalty: 5304.881836
	Iteration 10Q: 3 clusters Score -6011093 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -6011644.500000 Penalty: 5304.881836
	Iteration 11Q: 3 clusters Score -6011644 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -6011911.500000 Penalty: 5304.881836
	Iteration 12Q: 3 clusters Score -6011912 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 32427 members 
Entering Unmasked Estep 
Score: -6012079.000000 Penalty: 5304.881836
	Iteration 13Q: 3 clusters Score -6012079 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -6012194.000000 Penalty: 5304.881836
	Iteration 14Q: 3 clusters Score -6012194 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -6012262.500000 Penalty: 5304.881836
	Iteration 15Q: 3 clusters Score -6012262 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -6012337.000000 Penalty: 5304.881836
	Iteration 16Q: 3 clusters Score -6012337 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -6012387.000000 Penalty: 5304.881836
	Iteration 17Q: 3 clusters Score -6012387 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -6012410.000000 Penalty: 5304.881836
	Iteration 18Q: 3 clusters Score -6012410 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -6012450.000000 Penalty: 5304.881836
	Iteration 19Q: 3 clusters Score -6012450 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -6012497.500000 Penalty: 5304.881836
	Iteration 20F: 3 clusters Score -6012498 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -6012542.500000 Penalty: 5304.881836
	Iteration 21Q: 3 clusters Score -6012542 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -6012579.500000 Penalty: 5304.881836
	Iteration 22Q: 3 clusters Score -6012580 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -6012598.500000 Penalty: 5304.881836
	Iteration 23Q: 3 clusters Score -6012598 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -6012622.000000 Penalty: 5304.881836
	Iteration 24Q: 3 clusters Score -6012622 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -6012634.500000 Penalty: 5304.881836
	Iteration 25Q: 3 clusters Score -6012634 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -6012664.000000 Penalty: 5304.881836
	Iteration 26Q: 3 clusters Score -6012664 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -6012667.500000 Penalty: 5304.881836
	Iteration 27Q: 3 clusters Score -6012668 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 35902 members 
Entering Unmasked Estep 
Score: -6012671.000000 Penalty: 5304.881836
	Iteration 28Q: 3 clusters Score -6012671 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -6012694.500000 Penalty: 5304.881836
	Iteration 29Q: 3 clusters Score -6012694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -6012705.000000 Penalty: 5304.881836
	Iteration 30Q: 3 clusters Score -6012705 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -6012707.000000 Penalty: 5304.881836
	Iteration 31Q: 3 clusters Score -6012707 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -6012712.500000 Penalty: 5304.881836
	Iteration 32Q: 3 clusters Score -6012712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -6012734.500000 Penalty: 5304.881836
	Iteration 33Q: 3 clusters Score -6012734 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -6012744.500000 Penalty: 5304.881836
	Iteration 34Q: 3 clusters Score -6012744 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -6012753.500000 Penalty: 5304.881836
	Iteration 35Q: 3 clusters Score -6012754 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -6012774.500000 Penalty: 5304.881836
	Iteration 36Q: 3 clusters Score -6012774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 36582 members 
Entering Unmasked Estep 
Score: -6012768.500000 Penalty: 5304.881836
	Iteration 37Q: 3 clusters Score -6012768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -6012777.500000 Penalty: 5304.881836
	Iteration 38Q: 3 clusters Score -6012778 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -6012772.500000 Penalty: 5304.881836
	Iteration 39Q: 3 clusters Score -6012772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -6012778.500000 Penalty: 5304.881836
	Iteration 40F: 3 clusters Score -6012778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -6012787.500000 Penalty: 5304.881836
	Iteration 41Q: 3 clusters Score -6012788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -6012784.500000 Penalty: 5304.881836
	Iteration 42Q: 3 clusters Score -6012784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -6012796.000000 Penalty: 5304.881836
	Iteration 43Q: 3 clusters Score -6012796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -6012793.500000 Penalty: 5304.881836
	Iteration 44Q: 3 clusters Score -6012794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -6012788.500000 Penalty: 5304.881836
	Iteration 45Q: 3 clusters Score -6012788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -6012805.500000 Penalty: 5304.881836
	Iteration 46Q: 3 clusters Score -6012806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -6012808.000000 Penalty: 5304.881836
	Iteration 47Q: 3 clusters Score -6012808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -6012802.000000 Penalty: 5304.881836
	Iteration 48Q: 3 clusters Score -6012802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -6012797.500000 Penalty: 5304.881836
	Iteration 49Q: 3 clusters Score -6012798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -6012794.500000 Penalty: 5304.881836
	Iteration 50Q: 3 clusters Score -6012794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -6012784.500000 Penalty: 5304.881836
	Iteration 51Q: 3 clusters Score -6012784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -6012790.500000 Penalty: 5304.881836
	Iteration 52Q: 3 clusters Score -6012790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -6012784.000000 Penalty: 5304.881836
	Iteration 53Q: 3 clusters Score -6012784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -6012780.000000 Penalty: 5304.881836
	Iteration 54Q: 3 clusters Score -6012780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -6012785.500000 Penalty: 5304.881836
	Iteration 55Q: 3 clusters Score -6012786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -6012784.500000 Penalty: 5304.881836
	Iteration 56Q: 3 clusters Score -6012784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -6012786.000000 Penalty: 5304.881836
	Iteration 57Q: 3 clusters Score -6012786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -6012786.000000 Penalty: 5304.881836
	Iteration 58F: 3 clusters Score -6012786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Entering Unmasked Estep 
Score: -1101729.375000 Penalty: 2236.576416
	Iteration 0F: 2 clusters Score -1101729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1095114.375000 Penalty: 4473.152832
	Iteration 0F: 3 clusters Score -1095114 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1096860.000000 Penalty: 4473.152832
	Iteration 1F: 3 clusters Score -1096860 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1097114.625000 Penalty: 4473.152832
	Iteration 2F: 3 clusters Score -1097115 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1097322.125000 Penalty: 4473.152832
	Iteration 3F: 3 clusters Score -1097322 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1097486.625000 Penalty: 4473.152832
	Iteration 4Q: 3 clusters Score -1097487 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1097652.625000 Penalty: 4473.152832
	Iteration 5Q: 3 clusters Score -1097653 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1097822.875000 Penalty: 4473.152832
	Iteration 6Q: 3 clusters Score -1097823 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1097995.500000 Penalty: 4473.152832
	Iteration 7Q: 3 clusters Score -1097996 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1098200.625000 Penalty: 4473.152832
	Iteration 8Q: 3 clusters Score -1098201 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1098378.000000 Penalty: 4473.152832
	Iteration 9Q: 3 clusters Score -1098378 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1098531.375000 Penalty: 4473.152832
	Iteration 10Q: 3 clusters Score -1098531 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1098674.000000 Penalty: 4473.152832
	Iteration 11Q: 3 clusters Score -1098674 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1098805.000000 Penalty: 4473.152832
	Iteration 12Q: 3 clusters Score -1098805 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1098951.250000 Penalty: 4473.152832
	Iteration 13Q: 3 clusters Score -1098951 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1099102.875000 Penalty: 4473.152832
	Iteration 14Q: 3 clusters Score -1099103 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1099237.375000 Penalty: 4473.152832
	Iteration 15Q: 3 clusters Score -1099237 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1099344.250000 Penalty: 4473.152832
	Iteration 16Q: 3 clusters Score -1099344 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1099448.625000 Penalty: 4473.152832
	Iteration 17Q: 3 clusters Score -1099449 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1099553.250000 Penalty: 4473.152832
	Iteration 18Q: 3 clusters Score -1099553 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1099629.375000 Penalty: 4473.152832
	Iteration 19Q: 3 clusters Score -1099629 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1099687.750000 Penalty: 4473.152832
	Iteration 20F: 3 clusters Score -1099688 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1099737.750000 Penalty: 4473.152832
	Iteration 21Q: 3 clusters Score -1099738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1099775.500000 Penalty: 4473.152832
	Iteration 22Q: 3 clusters Score -1099776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1099822.750000 Penalty: 4473.152832
	Iteration 23Q: 3 clusters Score -1099823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1099862.375000 Penalty: 4473.152832
	Iteration 24Q: 3 clusters Score -1099862 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1099894.125000 Penalty: 4473.152832
	Iteration 25Q: 3 clusters Score -1099894 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1099921.875000 Penalty: 4473.152832
	Iteration 26Q: 3 clusters Score -1099922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1099955.500000 Penalty: 4473.152832
	Iteration 27Q: 3 clusters Score -1099956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1099974.750000 Penalty: 4473.152832
	Iteration 28Q: 3 clusters Score -1099975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1099995.625000 Penalty: 4473.152832
	Iteration 29Q: 3 clusters Score -1099996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1100008.625000 Penalty: 4473.152832
	Iteration 30Q: 3 clusters Score -1100009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1100015.750000 Penalty: 4473.152832
	Iteration 31Q: 3 clusters Score -1100016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1100019.750000 Penalty: 4473.152832
	Iteration 32Q: 3 clusters Score -1100020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1100025.125000 Penalty: 4473.152832
	Iteration 33Q: 3 clusters Score -1100025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1100028.750000 Penalty: 4473.152832
	Iteration 34Q: 3 clusters Score -1100029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -1100036.250000 Penalty: 4473.152832
	Iteration 35Q: 3 clusters Score -1100036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1100040.375000 Penalty: 4473.152832
	Iteration 36Q: 3 clusters Score -1100040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1100045.875000 Penalty: 4473.152832
	Iteration 37Q: 3 clusters Score -1100046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1100049.000000 Penalty: 4473.152832
	Iteration 38Q: 3 clusters Score -1100049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1100051.125000 Penalty: 4473.152832
	Iteration 39Q: 3 clusters Score -1100051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1100051.125000 Penalty: 4473.152832
	Iteration 40F: 3 clusters Score -1100051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1100052.500000 Penalty: 4473.152832
	Iteration 41Q: 3 clusters Score -1100052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1100052.500000 Penalty: 4473.152832
	Iteration 42F: 3 clusters Score -1100052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (22568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Entering Unmasked Estep 
Score: -3142719.000000 Penalty: 2486.023438
	Iteration 0F: 2 clusters Score -3142719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -3127065.500000 Penalty: 4972.046875
	Iteration 0F: 3 clusters Score -3127066 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3132308.500000 Penalty: 4972.046875
	Iteration 1F: 3 clusters Score -3132308 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -3132834.250000 Penalty: 4972.046875
	Iteration 2F: 3 clusters Score -3132834 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3133271.500000 Penalty: 4972.046875
	Iteration 3Q: 3 clusters Score -3133272 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -3133640.250000 Penalty: 4972.046875
	Iteration 4Q: 3 clusters Score -3133640 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -3134023.500000 Penalty: 4972.046875
	Iteration 5Q: 3 clusters Score -3134024 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -3134448.000000 Penalty: 4972.046875
	Iteration 6Q: 3 clusters Score -3134448 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3134985.750000 Penalty: 4972.046875
	Iteration 7Q: 3 clusters Score -3134986 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -3135579.250000 Penalty: 4972.046875
	Iteration 8Q: 3 clusters Score -3135579 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -3136234.750000 Penalty: 4972.046875
	Iteration 9Q: 3 clusters Score -3136235 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -3136966.250000 Penalty: 4972.046875
	Iteration 10Q: 3 clusters Score -3136966 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -3137614.750000 Penalty: 4972.046875
	Iteration 11Q: 3 clusters Score -3137615 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -3138092.250000 Penalty: 4972.046875
	Iteration 12Q: 3 clusters Score -3138092 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -3138397.500000 Penalty: 4972.046875
	Iteration 13Q: 3 clusters Score -3138398 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -3138599.750000 Penalty: 4972.046875
	Iteration 14Q: 3 clusters Score -3138600 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -3138751.500000 Penalty: 4972.046875
	Iteration 15Q: 3 clusters Score -3138752 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3138900.500000 Penalty: 4972.046875
	Iteration 16Q: 3 clusters Score -3138900 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3139031.500000 Penalty: 4972.046875
	Iteration 17Q: 3 clusters Score -3139032 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3139154.750000 Penalty: 4972.046875
	Iteration 18Q: 3 clusters Score -3139155 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -3139253.000000 Penalty: 4972.046875
	Iteration 19Q: 3 clusters Score -3139253 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -3139339.250000 Penalty: 4972.046875
	Iteration 20F: 3 clusters Score -3139339 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -3139439.500000 Penalty: 4972.046875
	Iteration 21Q: 3 clusters Score -3139440 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3139503.250000 Penalty: 4972.046875
	Iteration 22Q: 3 clusters Score -3139503 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3139592.500000 Penalty: 4972.046875
	Iteration 23Q: 3 clusters Score -3139592 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3139662.000000 Penalty: 4972.046875
	Iteration 24Q: 3 clusters Score -3139662 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3139726.000000 Penalty: 4972.046875
	Iteration 25Q: 3 clusters Score -3139726 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3139786.000000 Penalty: 4972.046875
	Iteration 26Q: 3 clusters Score -3139786 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -3139841.750000 Penalty: 4972.046875
	Iteration 27Q: 3 clusters Score -3139842 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3139880.250000 Penalty: 4972.046875
	Iteration 28Q: 3 clusters Score -3139880 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3139922.250000 Penalty: 4972.046875
	Iteration 29Q: 3 clusters Score -3139922 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3139993.000000 Penalty: 4972.046875
	Iteration 30Q: 3 clusters Score -3139993 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3140039.750000 Penalty: 4972.046875
	Iteration 31Q: 3 clusters Score -3140040 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -3140104.250000 Penalty: 4972.046875
	Iteration 32Q: 3 clusters Score -3140104 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3140127.500000 Penalty: 4972.046875
	Iteration 33Q: 3 clusters Score -3140128 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3140149.000000 Penalty: 4972.046875
	Iteration 34Q: 3 clusters Score -3140149 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -3140177.500000 Penalty: 4972.046875
	Iteration 35Q: 3 clusters Score -3140178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3140213.250000 Penalty: 4972.046875
	Iteration 36Q: 3 clusters Score -3140213 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3140238.750000 Penalty: 4972.046875
	Iteration 37Q: 3 clusters Score -3140239 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3140267.500000 Penalty: 4972.046875
	Iteration 38Q: 3 clusters Score -3140268 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3140309.750000 Penalty: 4972.046875
	Iteration 39Q: 3 clusters Score -3140310 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -3140335.250000 Penalty: 4972.046875
	Iteration 40F: 3 clusters Score -3140335 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3140357.500000 Penalty: 4972.046875
	Iteration 41Q: 3 clusters Score -3140358 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3140384.750000 Penalty: 4972.046875
	Iteration 42Q: 3 clusters Score -3140385 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3140401.500000 Penalty: 4972.046875
	Iteration 43Q: 3 clusters Score -3140402 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3140413.750000 Penalty: 4972.046875
	Iteration 44Q: 3 clusters Score -3140414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3140429.250000 Penalty: 4972.046875
	Iteration 45Q: 3 clusters Score -3140429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3140434.750000 Penalty: 4972.046875
	Iteration 46Q: 3 clusters Score -3140435 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -3140448.250000 Penalty: 4972.046875
	Iteration 47Q: 3 clusters Score -3140448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3140450.500000 Penalty: 4972.046875
	Iteration 48Q: 3 clusters Score -3140450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3140455.750000 Penalty: 4972.046875
	Iteration 49Q: 3 clusters Score -3140456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3140456.000000 Penalty: 4972.046875
	Iteration 50Q: 3 clusters Score -3140456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -3140453.750000 Penalty: 4972.046875
	Iteration 51Q: 3 clusters Score -3140454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3140459.000000 Penalty: 4972.046875
	Iteration 52Q: 3 clusters Score -3140459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3140462.750000 Penalty: 4972.046875
	Iteration 53Q: 3 clusters Score -3140463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3140470.250000 Penalty: 4972.046875
	Iteration 54Q: 3 clusters Score -3140470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3140470.000000 Penalty: 4972.046875
	Iteration 55Q: 3 clusters Score -3140470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3140470.750000 Penalty: 4972.046875
	Iteration 56Q: 3 clusters Score -3140471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3140471.000000 Penalty: 4972.046875
	Iteration 57Q: 3 clusters Score -3140471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3140481.250000 Penalty: 4972.046875
	Iteration 58Q: 3 clusters Score -3140481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3140477.500000 Penalty: 4972.046875
	Iteration 59Q: 3 clusters Score -3140478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3140481.500000 Penalty: 4972.046875
	Iteration 60F: 3 clusters Score -3140482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -3140489.500000 Penalty: 4972.046875
	Iteration 61Q: 3 clusters Score -3140490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3140489.750000 Penalty: 4972.046875
	Iteration 62Q: 3 clusters Score -3140490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3140489.250000 Penalty: 4972.046875
	Iteration 63Q: 3 clusters Score -3140489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3140496.750000 Penalty: 4972.046875
	Iteration 64Q: 3 clusters Score -3140497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3140498.750000 Penalty: 4972.046875
	Iteration 65Q: 3 clusters Score -3140499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3140506.250000 Penalty: 4972.046875
	Iteration 66Q: 3 clusters Score -3140506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3140507.250000 Penalty: 4972.046875
	Iteration 67Q: 3 clusters Score -3140507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3140507.500000 Penalty: 4972.046875
	Iteration 68Q: 3 clusters Score -3140508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3140509.250000 Penalty: 4972.046875
	Iteration 69Q: 3 clusters Score -3140509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3140514.250000 Penalty: 4972.046875
	Iteration 70Q: 3 clusters Score -3140514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3140510.000000 Penalty: 4972.046875
	Iteration 71Q: 3 clusters Score -3140510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -3140517.250000 Penalty: 4972.046875
	Iteration 72Q: 3 clusters Score -3140517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3140525.250000 Penalty: 4972.046875
	Iteration 73Q: 3 clusters Score -3140525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3140525.500000 Penalty: 4972.046875
	Iteration 74Q: 3 clusters Score -3140526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3140531.250000 Penalty: 4972.046875
	Iteration 75Q: 3 clusters Score -3140531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3140534.500000 Penalty: 4972.046875
	Iteration 76Q: 3 clusters Score -3140534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3140535.000000 Penalty: 4972.046875
	Iteration 77Q: 3 clusters Score -3140535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3140534.250000 Penalty: 4972.046875
	Iteration 78Q: 3 clusters Score -3140534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3140534.500000 Penalty: 4972.046875
	Iteration 79Q: 3 clusters Score -3140534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3140533.250000 Penalty: 4972.046875
	Iteration 80F: 3 clusters Score -3140533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3140533.000000 Penalty: 4972.046875
	Iteration 81Q: 3 clusters Score -3140533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3140531.000000 Penalty: 4972.046875
	Iteration 82Q: 3 clusters Score -3140531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -3140531.000000 Penalty: 4972.046875
	Iteration 83F: 3 clusters Score -3140531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -408810.843750 Penalty: 1974.851807
	Iteration 0F: 2 clusters Score -408810.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -405642.812500 Penalty: 3949.703613
	Iteration 0F: 3 clusters Score -405642.8 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -406226.687500 Penalty: 3949.703613
	Iteration 1F: 3 clusters Score -406226.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -406355.062500 Penalty: 3949.703613
	Iteration 2F: 3 clusters Score -406355.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -406416.468750 Penalty: 3949.703613
	Iteration 3Q: 3 clusters Score -406416.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -406466.375000 Penalty: 3949.703613
	Iteration 4Q: 3 clusters Score -406466.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -406495.468750 Penalty: 3949.703613
	Iteration 5Q: 3 clusters Score -406495.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -406519.093750 Penalty: 3949.703613
	Iteration 6Q: 3 clusters Score -406519.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -406541.156250 Penalty: 3949.703613
	Iteration 7Q: 3 clusters Score -406541.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -406560.687500 Penalty: 3949.703613
	Iteration 8Q: 3 clusters Score -406560.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -406573.843750 Penalty: 3949.703613
	Iteration 9Q: 3 clusters Score -406573.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -406584.937500 Penalty: 3949.703613
	Iteration 10Q: 3 clusters Score -406584.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -406590.562500 Penalty: 3949.703613
	Iteration 11Q: 3 clusters Score -406590.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -406594.906250 Penalty: 3949.703613
	Iteration 12Q: 3 clusters Score -406594.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -406601.906250 Penalty: 3949.703613
	Iteration 13Q: 3 clusters Score -406601.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -406606.031250 Penalty: 3949.703613
	Iteration 14Q: 3 clusters Score -406606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -406610.593750 Penalty: 3949.703613
	Iteration 15Q: 3 clusters Score -406610.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -406615.437500 Penalty: 3949.703613
	Iteration 16Q: 3 clusters Score -406615.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -406618.312500 Penalty: 3949.703613
	Iteration 17Q: 3 clusters Score -406618.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -406620.093750 Penalty: 3949.703613
	Iteration 18Q: 3 clusters Score -406620.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -406621.437500 Penalty: 3949.703613
	Iteration 19Q: 3 clusters Score -406621.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -406622.687500 Penalty: 3949.703613
	Iteration 20F: 3 clusters Score -406622.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -406625.187500 Penalty: 3949.703613
	Iteration 21Q: 3 clusters Score -406625.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -406630.000000 Penalty: 3949.703613
	Iteration 22Q: 3 clusters Score -406630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -406635.312500 Penalty: 3949.703613
	Iteration 23Q: 3 clusters Score -406635.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -406639.031250 Penalty: 3949.703613
	Iteration 24Q: 3 clusters Score -406639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -406643.187500 Penalty: 3949.703613
	Iteration 25Q: 3 clusters Score -406643.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -406648.000000 Penalty: 3949.703613
	Iteration 26Q: 3 clusters Score -406648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -406651.187500 Penalty: 3949.703613
	Iteration 27Q: 3 clusters Score -406651.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -406654.218750 Penalty: 3949.703613
	Iteration 28Q: 3 clusters Score -406654.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -406658.375000 Penalty: 3949.703613
	Iteration 29Q: 3 clusters Score -406658.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -406662.375000 Penalty: 3949.703613
	Iteration 30Q: 3 clusters Score -406662.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -406666.656250 Penalty: 3949.703613
	Iteration 31Q: 3 clusters Score -406666.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -406672.500000 Penalty: 3949.703613
	Iteration 32Q: 3 clusters Score -406672.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -406675.312500 Penalty: 3949.703613
	Iteration 33Q: 3 clusters Score -406675.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -406678.093750 Penalty: 3949.703613
	Iteration 34Q: 3 clusters Score -406678.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -406678.093750 Penalty: 3949.703613
	Iteration 35F: 3 clusters Score -406678.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Entering Unmasked Estep 
Score: -6482038.000000 Penalty: 2674.212402
	Iteration 0F: 2 clusters Score -6482038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -6449619.000000 Penalty: 5348.424805
	Iteration 0F: 3 clusters Score -6449619 nChanged 22100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -6461960.000000 Penalty: 5348.424805
	Iteration 1F: 3 clusters Score -6461960 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -6462590.000000 Penalty: 5348.424805
	Iteration 2Q: 3 clusters Score -6462590 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -6463237.000000 Penalty: 5348.424805
	Iteration 3Q: 3 clusters Score -6463237 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -6464073.000000 Penalty: 5348.424805
	Iteration 4Q: 3 clusters Score -6464073 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -6465178.000000 Penalty: 5348.424805
	Iteration 5Q: 3 clusters Score -6465178 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -6466488.500000 Penalty: 5348.424805
	Iteration 6F: 3 clusters Score -6466488 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -6468080.500000 Penalty: 5348.424805
	Iteration 7F: 3 clusters Score -6468080 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -6469617.500000 Penalty: 5348.424805
	Iteration 8F: 3 clusters Score -6469618 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -6470949.000000 Penalty: 5348.424805
	Iteration 9F: 3 clusters Score -6470949 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -6471926.000000 Penalty: 5348.424805
	Iteration 10Q: 3 clusters Score -6471926 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -6472632.500000 Penalty: 5348.424805
	Iteration 11Q: 3 clusters Score -6472632 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -6473290.000000 Penalty: 5348.424805
	Iteration 12Q: 3 clusters Score -6473290 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -6473803.500000 Penalty: 5348.424805
	Iteration 13Q: 3 clusters Score -6473804 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -6474261.500000 Penalty: 5348.424805
	Iteration 14Q: 3 clusters Score -6474262 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -6474733.000000 Penalty: 5348.424805
	Iteration 15Q: 3 clusters Score -6474733 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -6475196.000000 Penalty: 5348.424805
	Iteration 16Q: 3 clusters Score -6475196 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -6475686.500000 Penalty: 5348.424805
	Iteration 17Q: 3 clusters Score -6475686 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33458 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -6476194.500000 Penalty: 5348.424805
	Iteration 18Q: 3 clusters Score -6476194 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -6476831.500000 Penalty: 5348.424805
	Iteration 19Q: 3 clusters Score -6476832 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -6477492.000000 Penalty: 5348.424805
	Iteration 20F: 3 clusters Score -6477492 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -6478162.000000 Penalty: 5348.424805
	Iteration 21Q: 3 clusters Score -6478162 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -6478817.000000 Penalty: 5348.424805
	Iteration 22Q: 3 clusters Score -6478817 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -6479516.500000 Penalty: 5348.424805
	Iteration 23Q: 3 clusters Score -6479516 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -6480035.500000 Penalty: 5348.424805
	Iteration 24Q: 3 clusters Score -6480036 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -6480359.000000 Penalty: 5348.424805
	Iteration 25Q: 3 clusters Score -6480359 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -6480612.000000 Penalty: 5348.424805
	Iteration 26Q: 3 clusters Score -6480612 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -6480794.000000 Penalty: 5348.424805
	Iteration 27Q: 3 clusters Score -6480794 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -6480933.500000 Penalty: 5348.424805
	Iteration 28Q: 3 clusters Score -6480934 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -6480988.000000 Penalty: 5348.424805
	Iteration 29Q: 3 clusters Score -6480988 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -6481066.000000 Penalty: 5348.424805
	Iteration 30Q: 3 clusters Score -6481066 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -6481107.500000 Penalty: 5348.424805
	Iteration 31Q: 3 clusters Score -6481108 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -6481154.500000 Penalty: 5348.424805
	Iteration 32Q: 3 clusters Score -6481154 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -6481192.500000 Penalty: 5348.424805
	Iteration 33Q: 3 clusters Score -6481192 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -6481222.000000 Penalty: 5348.424805
	Iteration 34Q: 3 clusters Score -6481222 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -6481247.000000 Penalty: 5348.424805
	Iteration 35Q: 3 clusters Score -6481247 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -6481244.000000 Penalty: 5348.424805
	Iteration 36Q: 3 clusters Score -6481244 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -6481264.000000 Penalty: 5348.424805
	Iteration 37Q: 3 clusters Score -6481264 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43955 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -6481256.000000 Penalty: 5348.424805
	Iteration 38Q: 3 clusters Score -6481256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -6481266.500000 Penalty: 5348.424805
	Iteration 39Q: 3 clusters Score -6481266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -6481275.000000 Penalty: 5348.424805
	Iteration 40F: 3 clusters Score -6481275 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -6481269.500000 Penalty: 5348.424805
	Iteration 41Q: 3 clusters Score -6481270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -6481273.500000 Penalty: 5348.424805
	Iteration 42Q: 3 clusters Score -6481274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -6481279.000000 Penalty: 5348.424805
	Iteration 43Q: 3 clusters Score -6481279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -6481277.000000 Penalty: 5348.424805
	Iteration 44Q: 3 clusters Score -6481277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -6481284.000000 Penalty: 5348.424805
	Iteration 45Q: 3 clusters Score -6481284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -6481280.000000 Penalty: 5348.424805
	Iteration 46Q: 3 clusters Score -6481280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -6481281.500000 Penalty: 5348.424805
	Iteration 47Q: 3 clusters Score -6481282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -6481282.000000 Penalty: 5348.424805
	Iteration 48Q: 3 clusters Score -6481282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -6481293.000000 Penalty: 5348.424805
	Iteration 49Q: 3 clusters Score -6481293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -6481296.000000 Penalty: 5348.424805
	Iteration 50Q: 3 clusters Score -6481296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -6481301.000000 Penalty: 5348.424805
	Iteration 51Q: 3 clusters Score -6481301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -6481287.500000 Penalty: 5348.424805
	Iteration 52Q: 3 clusters Score -6481288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -6481292.000000 Penalty: 5348.424805
	Iteration 53Q: 3 clusters Score -6481292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -6481306.000000 Penalty: 5348.424805
	Iteration 54Q: 3 clusters Score -6481306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -6481292.000000 Penalty: 5348.424805
	Iteration 55Q: 3 clusters Score -6481292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6481307.500000 Penalty: 5348.424805
	Iteration 56Q: 3 clusters Score -6481308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -6481302.500000 Penalty: 5348.424805
	Iteration 57Q: 3 clusters Score -6481302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6481302.500000 Penalty: 5348.424805
	Iteration 58Q: 3 clusters Score -6481302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -6481309.000000 Penalty: 5348.424805
	Iteration 59Q: 3 clusters Score -6481309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -6481312.000000 Penalty: 5348.424805
	Iteration 60F: 3 clusters Score -6481312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44300 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -6481313.000000 Penalty: 5348.424805
	Iteration 61Q: 3 clusters Score -6481313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -6481308.500000 Penalty: 5348.424805
	Iteration 62Q: 3 clusters Score -6481308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -6481323.000000 Penalty: 5348.424805
	Iteration 63Q: 3 clusters Score -6481323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -6481310.000000 Penalty: 5348.424805
	Iteration 64Q: 3 clusters Score -6481310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -6481310.000000 Penalty: 5348.424805
	Iteration 65F: 3 clusters Score -6481310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -78191.507812 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -78191.51 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 289 members 
Entering Unmasked Estep 
Score: -76581.273438 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -76581.27 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76767.070312 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -76767.07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76835.937500 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -76835.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -76888.039062 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -76888.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -76971.984375 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -76971.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77112.335938 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -77112.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77327.039062 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -77327.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -77443.492188 Penalty: 3167.056396
	Iteration 7F: 3 clusters Score -77443.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -77538.203125 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -77538.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -77634.546875 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -77634.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -77728.625000 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -77728.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77786.296875 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -77786.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -77838.656250 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -77838.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77858.695312 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -77858.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77858.695312 Penalty: 3167.056396
	Iteration 14F: 3 clusters Score -77858.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Entering Unmasked Estep 
Score: -4236753.000000 Penalty: 2567.955566
	Iteration 0F: 2 clusters Score -4236753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -4215275.500000 Penalty: 5135.911133
	Iteration 0F: 3 clusters Score -4215276 nChanged 14226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -4222855.000000 Penalty: 5135.911133
	Iteration 1F: 3 clusters Score -4222855 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -4223334.500000 Penalty: 5135.911133
	Iteration 2Q: 3 clusters Score -4223334 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -4223778.500000 Penalty: 5135.911133
	Iteration 3Q: 3 clusters Score -4223778 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -4224363.000000 Penalty: 5135.911133
	Iteration 4Q: 3 clusters Score -4224363 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4225183.000000 Penalty: 5135.911133
	Iteration 5F: 3 clusters Score -4225183 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -4226242.000000 Penalty: 5135.911133
	Iteration 6F: 3 clusters Score -4226242 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -4227397.000000 Penalty: 5135.911133
	Iteration 7F: 3 clusters Score -4227397 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -4228445.500000 Penalty: 5135.911133
	Iteration 8F: 3 clusters Score -4228446 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -4229352.500000 Penalty: 5135.911133
	Iteration 9F: 3 clusters Score -4229352 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -4230092.500000 Penalty: 5135.911133
	Iteration 10Q: 3 clusters Score -4230092 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -4230641.500000 Penalty: 5135.911133
	Iteration 11Q: 3 clusters Score -4230642 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -4231050.000000 Penalty: 5135.911133
	Iteration 12Q: 3 clusters Score -4231050 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -4231514.000000 Penalty: 5135.911133
	Iteration 13Q: 3 clusters Score -4231514 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -4231953.000000 Penalty: 5135.911133
	Iteration 14Q: 3 clusters Score -4231953 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -4232378.500000 Penalty: 5135.911133
	Iteration 15Q: 3 clusters Score -4232378 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 27698 members 
Entering Unmasked Estep 
Score: -4232828.500000 Penalty: 5135.911133
	Iteration 16Q: 3 clusters Score -4232828 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -4233204.000000 Penalty: 5135.911133
	Iteration 17Q: 3 clusters Score -4233204 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 28891 members 
Entering Unmasked Estep 
Score: -4233531.500000 Penalty: 5135.911133
	Iteration 18Q: 3 clusters Score -4233532 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -4233816.000000 Penalty: 5135.911133
	Iteration 19Q: 3 clusters Score -4233816 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -4234036.500000 Penalty: 5135.911133
	Iteration 20F: 3 clusters Score -4234036 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -4234205.500000 Penalty: 5135.911133
	Iteration 21Q: 3 clusters Score -4234206 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -4234337.000000 Penalty: 5135.911133
	Iteration 22Q: 3 clusters Score -4234337 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -4234416.500000 Penalty: 5135.911133
	Iteration 23Q: 3 clusters Score -4234416 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -4234490.000000 Penalty: 5135.911133
	Iteration 24Q: 3 clusters Score -4234490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 30422 members 
Entering Unmasked Estep 
Score: -4234532.000000 Penalty: 5135.911133
	Iteration 25Q: 3 clusters Score -4234532 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -4234570.500000 Penalty: 5135.911133
	Iteration 26Q: 3 clusters Score -4234570 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -4234597.500000 Penalty: 5135.911133
	Iteration 27Q: 3 clusters Score -4234598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4234605.500000 Penalty: 5135.911133
	Iteration 28Q: 3 clusters Score -4234606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4234618.500000 Penalty: 5135.911133
	Iteration 29Q: 3 clusters Score -4234618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 30588 members 
Entering Unmasked Estep 
Score: -4234634.500000 Penalty: 5135.911133
	Iteration 30Q: 3 clusters Score -4234634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -4234646.000000 Penalty: 5135.911133
	Iteration 31Q: 3 clusters Score -4234646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -4234656.500000 Penalty: 5135.911133
	Iteration 32Q: 3 clusters Score -4234656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -4234661.500000 Penalty: 5135.911133
	Iteration 33Q: 3 clusters Score -4234662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -4234670.500000 Penalty: 5135.911133
	Iteration 34Q: 3 clusters Score -4234670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -4234675.000000 Penalty: 5135.911133
	Iteration 35Q: 3 clusters Score -4234675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 30649 members 
Entering Unmasked Estep 
Score: -4234676.000000 Penalty: 5135.911133
	Iteration 36Q: 3 clusters Score -4234676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -4234680.000000 Penalty: 5135.911133
	Iteration 37Q: 3 clusters Score -4234680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -4234676.000000 Penalty: 5135.911133
	Iteration 38Q: 3 clusters Score -4234676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -4234680.500000 Penalty: 5135.911133
	Iteration 39Q: 3 clusters Score -4234680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -4234685.000000 Penalty: 5135.911133
	Iteration 40F: 3 clusters Score -4234685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -4234685.500000 Penalty: 5135.911133
	Iteration 41Q: 3 clusters Score -4234686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -4234690.000000 Penalty: 5135.911133
	Iteration 42Q: 3 clusters Score -4234690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -4234700.500000 Penalty: 5135.911133
	Iteration 43Q: 3 clusters Score -4234700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -4234700.500000 Penalty: 5135.911133
	Iteration 44Q: 3 clusters Score -4234700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -4234701.500000 Penalty: 5135.911133
	Iteration 45Q: 3 clusters Score -4234702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -4234696.000000 Penalty: 5135.911133
	Iteration 46Q: 3 clusters Score -4234696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -4234696.000000 Penalty: 5135.911133
	Iteration 47F: 3 clusters Score -4234696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Entering Unmasked Estep 
Score: -151556.390625 Penalty: 1740.119141
	Iteration 0F: 2 clusters Score -151556.4 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 579 members 
Entering Unmasked Estep 
Score: -149573.453125 Penalty: 3480.238281
	Iteration 0F: 3 clusters Score -149573.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -149872.500000 Penalty: 3480.238281
	Iteration 1F: 3 clusters Score -149872.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -149948.718750 Penalty: 3480.238281
	Iteration 2F: 3 clusters Score -149948.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -149978.156250 Penalty: 3480.238281
	Iteration 3Q: 3 clusters Score -149978.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -149993.781250 Penalty: 3480.238281
	Iteration 4Q: 3 clusters Score -149993.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -150005.156250 Penalty: 3480.238281
	Iteration 5Q: 3 clusters Score -150005.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -150013.984375 Penalty: 3480.238281
	Iteration 6Q: 3 clusters Score -150014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -150017.843750 Penalty: 3480.238281
	Iteration 7Q: 3 clusters Score -150017.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -150024.281250 Penalty: 3480.238281
	Iteration 8Q: 3 clusters Score -150024.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -150028.359375 Penalty: 3480.238281
	Iteration 9Q: 3 clusters Score -150028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -150029.421875 Penalty: 3480.238281
	Iteration 10Q: 3 clusters Score -150029.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -150029.796875 Penalty: 3480.238281
	Iteration 11Q: 3 clusters Score -150029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -150029.796875 Penalty: 3480.238281
	Iteration 12F: 3 clusters Score -150029.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (28360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Entering Unmasked Estep 
Score: -3556220.250000 Penalty: 2542.678223
	Iteration 0F: 2 clusters Score -3556220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3536750.750000 Penalty: 5085.356445
	Iteration 0F: 3 clusters Score -3536751 nChanged 12762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3543983.250000 Penalty: 5085.356445
	Iteration 1F: 3 clusters Score -3543983 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -3544825.250000 Penalty: 5085.356445
	Iteration 2F: 3 clusters Score -3544825 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3545881.500000 Penalty: 5085.356445
	Iteration 3F: 3 clusters Score -3545882 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3547180.750000 Penalty: 5085.356445
	Iteration 4F: 3 clusters Score -3547181 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3548603.500000 Penalty: 5085.356445
	Iteration 5F: 3 clusters Score -3548604 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3550015.750000 Penalty: 5085.356445
	Iteration 6F: 3 clusters Score -3550016 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -3551141.500000 Penalty: 5085.356445
	Iteration 7F: 3 clusters Score -3551142 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3551967.750000 Penalty: 5085.356445
	Iteration 8Q: 3 clusters Score -3551968 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -3552550.750000 Penalty: 5085.356445
	Iteration 9Q: 3 clusters Score -3552551 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3552927.500000 Penalty: 5085.356445
	Iteration 10Q: 3 clusters Score -3552928 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -3553157.500000 Penalty: 5085.356445
	Iteration 11Q: 3 clusters Score -3553158 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -3553314.250000 Penalty: 5085.356445
	Iteration 12Q: 3 clusters Score -3553314 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -3553452.500000 Penalty: 5085.356445
	Iteration 13Q: 3 clusters Score -3553452 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -3553583.500000 Penalty: 5085.356445
	Iteration 14Q: 3 clusters Score -3553584 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3553713.750000 Penalty: 5085.356445
	Iteration 15Q: 3 clusters Score -3553714 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -3553843.000000 Penalty: 5085.356445
	Iteration 16Q: 3 clusters Score -3553843 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -3553974.000000 Penalty: 5085.356445
	Iteration 17Q: 3 clusters Score -3553974 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3554146.500000 Penalty: 5085.356445
	Iteration 18Q: 3 clusters Score -3554146 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -3554352.500000 Penalty: 5085.356445
	Iteration 19Q: 3 clusters Score -3554352 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -3554531.500000 Penalty: 5085.356445
	Iteration 20F: 3 clusters Score -3554532 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -3554711.750000 Penalty: 5085.356445
	Iteration 21Q: 3 clusters Score -3554712 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -3554852.250000 Penalty: 5085.356445
	Iteration 22Q: 3 clusters Score -3554852 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3554937.750000 Penalty: 5085.356445
	Iteration 23Q: 3 clusters Score -3554938 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3554984.000000 Penalty: 5085.356445
	Iteration 24Q: 3 clusters Score -3554984 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3555051.250000 Penalty: 5085.356445
	Iteration 25Q: 3 clusters Score -3555051 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -3555129.000000 Penalty: 5085.356445
	Iteration 26Q: 3 clusters Score -3555129 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3555166.500000 Penalty: 5085.356445
	Iteration 27Q: 3 clusters Score -3555166 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -3555221.000000 Penalty: 5085.356445
	Iteration 28Q: 3 clusters Score -3555221 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3555263.500000 Penalty: 5085.356445
	Iteration 29Q: 3 clusters Score -3555264 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3555305.750000 Penalty: 5085.356445
	Iteration 30Q: 3 clusters Score -3555306 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3555308.000000 Penalty: 5085.356445
	Iteration 31Q: 3 clusters Score -3555308 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -3555322.500000 Penalty: 5085.356445
	Iteration 32Q: 3 clusters Score -3555322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3555333.250000 Penalty: 5085.356445
	Iteration 33Q: 3 clusters Score -3555333 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3555339.750000 Penalty: 5085.356445
	Iteration 34Q: 3 clusters Score -3555340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3555358.500000 Penalty: 5085.356445
	Iteration 35Q: 3 clusters Score -3555358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3555364.750000 Penalty: 5085.356445
	Iteration 36Q: 3 clusters Score -3555365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3555369.750000 Penalty: 5085.356445
	Iteration 37Q: 3 clusters Score -3555370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3555372.500000 Penalty: 5085.356445
	Iteration 38Q: 3 clusters Score -3555372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -3555371.750000 Penalty: 5085.356445
	Iteration 39Q: 3 clusters Score -3555372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3555373.750000 Penalty: 5085.356445
	Iteration 40F: 3 clusters Score -3555374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3555375.500000 Penalty: 5085.356445
	Iteration 41Q: 3 clusters Score -3555376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -3555376.500000 Penalty: 5085.356445
	Iteration 42Q: 3 clusters Score -3555376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -3555383.250000 Penalty: 5085.356445
	Iteration 43Q: 3 clusters Score -3555383 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3555381.750000 Penalty: 5085.356445
	Iteration 44Q: 3 clusters Score -3555382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -3555386.250000 Penalty: 5085.356445
	Iteration 45Q: 3 clusters Score -3555386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -3555391.250000 Penalty: 5085.356445
	Iteration 46Q: 3 clusters Score -3555391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -3555388.000000 Penalty: 5085.356445
	Iteration 47Q: 3 clusters Score -3555388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3555383.750000 Penalty: 5085.356445
	Iteration 48Q: 3 clusters Score -3555384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3555392.000000 Penalty: 5085.356445
	Iteration 49Q: 3 clusters Score -3555392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -3555392.250000 Penalty: 5085.356445
	Iteration 50Q: 3 clusters Score -3555392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -3555391.500000 Penalty: 5085.356445
	Iteration 51Q: 3 clusters Score -3555392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3555394.000000 Penalty: 5085.356445
	Iteration 52Q: 3 clusters Score -3555394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3555397.250000 Penalty: 5085.356445
	Iteration 53Q: 3 clusters Score -3555397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -3555402.500000 Penalty: 5085.356445
	Iteration 54Q: 3 clusters Score -3555402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3555397.250000 Penalty: 5085.356445
	Iteration 55Q: 3 clusters Score -3555397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 24996 members 
Entering Unmasked Estep 
Score: -3555396.000000 Penalty: 5085.356445
	Iteration 56Q: 3 clusters Score -3555396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -3555392.000000 Penalty: 5085.356445
	Iteration 57Q: 3 clusters Score -3555392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -3555391.750000 Penalty: 5085.356445
	Iteration 58Q: 3 clusters Score -3555392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -3555397.750000 Penalty: 5085.356445
	Iteration 59Q: 3 clusters Score -3555398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -3555397.250000 Penalty: 5085.356445
	Iteration 60F: 3 clusters Score -3555397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3555402.000000 Penalty: 5085.356445
	Iteration 61Q: 3 clusters Score -3555402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3555399.250000 Penalty: 5085.356445
	Iteration 62Q: 3 clusters Score -3555399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3555396.500000 Penalty: 5085.356445
	Iteration 63Q: 3 clusters Score -3555396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3555399.000000 Penalty: 5085.356445
	Iteration 64Q: 3 clusters Score -3555399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3555397.250000 Penalty: 5085.356445
	Iteration 65Q: 3 clusters Score -3555397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -3555396.250000 Penalty: 5085.356445
	Iteration 66Q: 3 clusters Score -3555396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3555398.250000 Penalty: 5085.356445
	Iteration 67Q: 3 clusters Score -3555398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -3555398.250000 Penalty: 5085.356445
	Iteration 68F: 3 clusters Score -3555398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Entering Unmasked Estep 
Score: -1322325.625000 Penalty: 2268.158691
	Iteration 0F: 2 clusters Score -1322326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1314986.000000 Penalty: 4536.317383
	Iteration 0F: 3 clusters Score -1314986 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1316986.125000 Penalty: 4536.317383
	Iteration 1F: 3 clusters Score -1316986 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1317236.750000 Penalty: 4536.317383
	Iteration 2F: 3 clusters Score -1317237 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1317436.000000 Penalty: 4536.317383
	Iteration 3Q: 3 clusters Score -1317436 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1317612.000000 Penalty: 4536.317383
	Iteration 4Q: 3 clusters Score -1317612 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1317790.750000 Penalty: 4536.317383
	Iteration 5Q: 3 clusters Score -1317791 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -1317983.875000 Penalty: 4536.317383
	Iteration 6Q: 3 clusters Score -1317984 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1318160.000000 Penalty: 4536.317383
	Iteration 7Q: 3 clusters Score -1318160 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1318322.875000 Penalty: 4536.317383
	Iteration 8Q: 3 clusters Score -1318323 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1318464.750000 Penalty: 4536.317383
	Iteration 9Q: 3 clusters Score -1318465 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1318609.625000 Penalty: 4536.317383
	Iteration 10Q: 3 clusters Score -1318610 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1318737.750000 Penalty: 4536.317383
	Iteration 11Q: 3 clusters Score -1318738 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1318872.375000 Penalty: 4536.317383
	Iteration 12Q: 3 clusters Score -1318872 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1319022.375000 Penalty: 4536.317383
	Iteration 13Q: 3 clusters Score -1319022 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1319172.375000 Penalty: 4536.317383
	Iteration 14Q: 3 clusters Score -1319172 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1319307.625000 Penalty: 4536.317383
	Iteration 15Q: 3 clusters Score -1319308 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1319439.875000 Penalty: 4536.317383
	Iteration 16Q: 3 clusters Score -1319440 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1319562.625000 Penalty: 4536.317383
	Iteration 17Q: 3 clusters Score -1319563 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1319685.375000 Penalty: 4536.317383
	Iteration 18Q: 3 clusters Score -1319685 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1319784.000000 Penalty: 4536.317383
	Iteration 19Q: 3 clusters Score -1319784 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1319850.250000 Penalty: 4536.317383
	Iteration 20F: 3 clusters Score -1319850 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1319915.250000 Penalty: 4536.317383
	Iteration 21Q: 3 clusters Score -1319915 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1319975.875000 Penalty: 4536.317383
	Iteration 22Q: 3 clusters Score -1319976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1320038.625000 Penalty: 4536.317383
	Iteration 23Q: 3 clusters Score -1320039 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1320087.250000 Penalty: 4536.317383
	Iteration 24Q: 3 clusters Score -1320087 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1320133.500000 Penalty: 4536.317383
	Iteration 25Q: 3 clusters Score -1320134 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1320175.625000 Penalty: 4536.317383
	Iteration 26Q: 3 clusters Score -1320176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1320212.875000 Penalty: 4536.317383
	Iteration 27Q: 3 clusters Score -1320213 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1320243.250000 Penalty: 4536.317383
	Iteration 28Q: 3 clusters Score -1320243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1320263.375000 Penalty: 4536.317383
	Iteration 29Q: 3 clusters Score -1320263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1320275.250000 Penalty: 4536.317383
	Iteration 30Q: 3 clusters Score -1320275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1320286.000000 Penalty: 4536.317383
	Iteration 31Q: 3 clusters Score -1320286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1320292.375000 Penalty: 4536.317383
	Iteration 32Q: 3 clusters Score -1320292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1320297.000000 Penalty: 4536.317383
	Iteration 33Q: 3 clusters Score -1320297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1320305.875000 Penalty: 4536.317383
	Iteration 34Q: 3 clusters Score -1320306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1320310.375000 Penalty: 4536.317383
	Iteration 35Q: 3 clusters Score -1320310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1320314.750000 Penalty: 4536.317383
	Iteration 36Q: 3 clusters Score -1320315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1320317.125000 Penalty: 4536.317383
	Iteration 37Q: 3 clusters Score -1320317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1320321.625000 Penalty: 4536.317383
	Iteration 38Q: 3 clusters Score -1320322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1320326.500000 Penalty: 4536.317383
	Iteration 39Q: 3 clusters Score -1320326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1320327.875000 Penalty: 4536.317383
	Iteration 40F: 3 clusters Score -1320328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1320327.250000 Penalty: 4536.317383
	Iteration 41Q: 3 clusters Score -1320327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1320329.375000 Penalty: 4536.317383
	Iteration 42Q: 3 clusters Score -1320329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1320333.250000 Penalty: 4536.317383
	Iteration 43Q: 3 clusters Score -1320333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1320336.750000 Penalty: 4536.317383
	Iteration 44Q: 3 clusters Score -1320337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1320339.125000 Penalty: 4536.317383
	Iteration 45Q: 3 clusters Score -1320339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1320346.000000 Penalty: 4536.317383
	Iteration 46Q: 3 clusters Score -1320346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1320350.500000 Penalty: 4536.317383
	Iteration 47Q: 3 clusters Score -1320350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1320356.500000 Penalty: 4536.317383
	Iteration 48Q: 3 clusters Score -1320356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1320356.375000 Penalty: 4536.317383
	Iteration 49Q: 3 clusters Score -1320356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1320359.375000 Penalty: 4536.317383
	Iteration 50Q: 3 clusters Score -1320359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1320361.125000 Penalty: 4536.317383
	Iteration 51Q: 3 clusters Score -1320361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1320361.125000 Penalty: 4536.317383
	Iteration 52F: 3 clusters Score -1320361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (5718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Entering Unmasked Estep 
Score: -765149.312500 Penalty: 2145.541016
	Iteration 0F: 2 clusters Score -765149.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -760139.125000 Penalty: 4291.082031
	Iteration 0F: 3 clusters Score -760139.1 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -761458.312500 Penalty: 4291.082031
	Iteration 1F: 3 clusters Score -761458.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -761905.500000 Penalty: 4291.082031
	Iteration 2F: 3 clusters Score -761905.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -762269.312500 Penalty: 4291.082031
	Iteration 3F: 3 clusters Score -762269.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -762618.375000 Penalty: 4291.082031
	Iteration 4F: 3 clusters Score -762618.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -762881.937500 Penalty: 4291.082031
	Iteration 5F: 3 clusters Score -762881.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -763078.812500 Penalty: 4291.082031
	Iteration 6F: 3 clusters Score -763078.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -763218.500000 Penalty: 4291.082031
	Iteration 7Q: 3 clusters Score -763218.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -763328.250000 Penalty: 4291.082031
	Iteration 8Q: 3 clusters Score -763328.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -763405.062500 Penalty: 4291.082031
	Iteration 9Q: 3 clusters Score -763405.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -763452.250000 Penalty: 4291.082031
	Iteration 10Q: 3 clusters Score -763452.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -763486.187500 Penalty: 4291.082031
	Iteration 11Q: 3 clusters Score -763486.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -763515.250000 Penalty: 4291.082031
	Iteration 12Q: 3 clusters Score -763515.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -763538.437500 Penalty: 4291.082031
	Iteration 13Q: 3 clusters Score -763538.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -763550.687500 Penalty: 4291.082031
	Iteration 14Q: 3 clusters Score -763550.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -763558.687500 Penalty: 4291.082031
	Iteration 15Q: 3 clusters Score -763558.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -763563.937500 Penalty: 4291.082031
	Iteration 16Q: 3 clusters Score -763563.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -763567.125000 Penalty: 4291.082031
	Iteration 17Q: 3 clusters Score -763567.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -763570.812500 Penalty: 4291.082031
	Iteration 18Q: 3 clusters Score -763570.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -763576.812500 Penalty: 4291.082031
	Iteration 19Q: 3 clusters Score -763576.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -763581.500000 Penalty: 4291.082031
	Iteration 20F: 3 clusters Score -763581.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -763583.125000 Penalty: 4291.082031
	Iteration 21Q: 3 clusters Score -763583.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -763586.937500 Penalty: 4291.082031
	Iteration 22Q: 3 clusters Score -763586.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -763587.500000 Penalty: 4291.082031
	Iteration 23Q: 3 clusters Score -763587.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -763591.250000 Penalty: 4291.082031
	Iteration 24Q: 3 clusters Score -763591.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -763593.187500 Penalty: 4291.082031
	Iteration 25Q: 3 clusters Score -763593.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -763594.062500 Penalty: 4291.082031
	Iteration 26Q: 3 clusters Score -763594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -763597.062500 Penalty: 4291.082031
	Iteration 27Q: 3 clusters Score -763597.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -763599.812500 Penalty: 4291.082031
	Iteration 28Q: 3 clusters Score -763599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -763602.000000 Penalty: 4291.082031
	Iteration 29Q: 3 clusters Score -763602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -763601.812500 Penalty: 4291.082031
	Iteration 30Q: 3 clusters Score -763601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -763603.562500 Penalty: 4291.082031
	Iteration 31Q: 3 clusters Score -763603.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -763603.875000 Penalty: 4291.082031
	Iteration 32Q: 3 clusters Score -763603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -763605.937500 Penalty: 4291.082031
	Iteration 33Q: 3 clusters Score -763605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -763606.375000 Penalty: 4291.082031
	Iteration 34Q: 3 clusters Score -763606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -763607.125000 Penalty: 4291.082031
	Iteration 35Q: 3 clusters Score -763607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -763610.437500 Penalty: 4291.082031
	Iteration 36Q: 3 clusters Score -763610.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -763610.187500 Penalty: 4291.082031
	Iteration 37Q: 3 clusters Score -763610.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -763610.187500 Penalty: 4291.082031
	Iteration 38F: 3 clusters Score -763610.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (54409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Entering Unmasked Estep 
Score: -7551744.500000 Penalty: 2704.262451
	Iteration 0F: 2 clusters Score -7551744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -7515208.000000 Penalty: 5408.524902
	Iteration 0F: 3 clusters Score -7515208 nChanged 25073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -7529311.500000 Penalty: 5408.524902
	Iteration 1F: 3 clusters Score -7529312 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -7529968.500000 Penalty: 5408.524902
	Iteration 2Q: 3 clusters Score -7529968 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -7530726.500000 Penalty: 5408.524902
	Iteration 3Q: 3 clusters Score -7530726 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -7531857.500000 Penalty: 5408.524902
	Iteration 4Q: 3 clusters Score -7531858 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -7533244.500000 Penalty: 5408.524902
	Iteration 5F: 3 clusters Score -7533244 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -7535170.500000 Penalty: 5408.524902
	Iteration 6F: 3 clusters Score -7535170 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -7537758.500000 Penalty: 5408.524902
	Iteration 7F: 3 clusters Score -7537758 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -7540437.000000 Penalty: 5408.524902
	Iteration 8F: 3 clusters Score -7540437 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -7543150.500000 Penalty: 5408.524902
	Iteration 9F: 3 clusters Score -7543150 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -7545438.500000 Penalty: 5408.524902
	Iteration 10Q: 3 clusters Score -7545438 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -7547100.500000 Penalty: 5408.524902
	Iteration 11Q: 3 clusters Score -7547100 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -7548057.000000 Penalty: 5408.524902
	Iteration 12Q: 3 clusters Score -7548057 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -7548451.500000 Penalty: 5408.524902
	Iteration 13Q: 3 clusters Score -7548452 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -7548715.500000 Penalty: 5408.524902
	Iteration 14Q: 3 clusters Score -7548716 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 47947 members 
Entering Unmasked Estep 
Score: -7548874.500000 Penalty: 5408.524902
	Iteration 15Q: 3 clusters Score -7548874 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -7548970.500000 Penalty: 5408.524902
	Iteration 16Q: 3 clusters Score -7548970 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -7549034.500000 Penalty: 5408.524902
	Iteration 17Q: 3 clusters Score -7549034 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -7549095.000000 Penalty: 5408.524902
	Iteration 18Q: 3 clusters Score -7549095 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 48396 members 
Entering Unmasked Estep 
Score: -7549140.500000 Penalty: 5408.524902
	Iteration 19Q: 3 clusters Score -7549140 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 48477 members 
Entering Unmasked Estep 
Score: -7549155.000000 Penalty: 5408.524902
	Iteration 20F: 3 clusters Score -7549155 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 48549 members 
Entering Unmasked Estep 
Score: -7549198.500000 Penalty: 5408.524902
	Iteration 21Q: 3 clusters Score -7549198 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -7549232.500000 Penalty: 5408.524902
	Iteration 22Q: 3 clusters Score -7549232 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 48662 members 
Entering Unmasked Estep 
Score: -7549263.500000 Penalty: 5408.524902
	Iteration 23Q: 3 clusters Score -7549264 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -7549290.500000 Penalty: 5408.524902
	Iteration 24Q: 3 clusters Score -7549290 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -7549353.500000 Penalty: 5408.524902
	Iteration 25Q: 3 clusters Score -7549354 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -7549408.000000 Penalty: 5408.524902
	Iteration 26Q: 3 clusters Score -7549408 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -7549420.500000 Penalty: 5408.524902
	Iteration 27Q: 3 clusters Score -7549420 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 48818 members 
Entering Unmasked Estep 
Score: -7549470.000000 Penalty: 5408.524902
	Iteration 28Q: 3 clusters Score -7549470 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
Score: -7549493.500000 Penalty: 5408.524902
	Iteration 29Q: 3 clusters Score -7549494 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 48844 members 
Entering Unmasked Estep 
Score: -7549540.000000 Penalty: 5408.524902
	Iteration 30Q: 3 clusters Score -7549540 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -7549601.500000 Penalty: 5408.524902
	Iteration 31Q: 3 clusters Score -7549602 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 48783 members 
Entering Unmasked Estep 
Score: -7549631.500000 Penalty: 5408.524902
	Iteration 32Q: 3 clusters Score -7549632 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -7549682.000000 Penalty: 5408.524902
	Iteration 33Q: 3 clusters Score -7549682 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -7549708.000000 Penalty: 5408.524902
	Iteration 34Q: 3 clusters Score -7549708 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -7549726.500000 Penalty: 5408.524902
	Iteration 35Q: 3 clusters Score -7549726 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -7549731.000000 Penalty: 5408.524902
	Iteration 36Q: 3 clusters Score -7549731 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -7549733.500000 Penalty: 5408.524902
	Iteration 37Q: 3 clusters Score -7549734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -7549736.000000 Penalty: 5408.524902
	Iteration 38Q: 3 clusters Score -7549736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -7549744.000000 Penalty: 5408.524902
	Iteration 39Q: 3 clusters Score -7549744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -7549747.500000 Penalty: 5408.524902
	Iteration 40F: 3 clusters Score -7549748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -7549761.000000 Penalty: 5408.524902
	Iteration 41Q: 3 clusters Score -7549761 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -7549766.000000 Penalty: 5408.524902
	Iteration 42Q: 3 clusters Score -7549766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -7549777.500000 Penalty: 5408.524902
	Iteration 43Q: 3 clusters Score -7549778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -7549780.000000 Penalty: 5408.524902
	Iteration 44Q: 3 clusters Score -7549780 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -7549777.500000 Penalty: 5408.524902
	Iteration 45Q: 3 clusters Score -7549778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -7549778.500000 Penalty: 5408.524902
	Iteration 46Q: 3 clusters Score -7549778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -7549773.000000 Penalty: 5408.524902
	Iteration 47Q: 3 clusters Score -7549773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 48712 members 
Entering Unmasked Estep 
Score: -7549772.000000 Penalty: 5408.524902
	Iteration 48Q: 3 clusters Score -7549772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -7549772.000000 Penalty: 5408.524902
	Iteration 49Q: 3 clusters Score -7549772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -7549776.500000 Penalty: 5408.524902
	Iteration 50Q: 3 clusters Score -7549776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -7549790.000000 Penalty: 5408.524902
	Iteration 51Q: 3 clusters Score -7549790 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -7549787.000000 Penalty: 5408.524902
	Iteration 52Q: 3 clusters Score -7549787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -7549788.500000 Penalty: 5408.524902
	Iteration 53Q: 3 clusters Score -7549788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 48728 members 
Entering Unmasked Estep 
Score: -7549782.000000 Penalty: 5408.524902
	Iteration 54Q: 3 clusters Score -7549782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -7549799.500000 Penalty: 5408.524902
	Iteration 55Q: 3 clusters Score -7549800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -7549804.000000 Penalty: 5408.524902
	Iteration 56Q: 3 clusters Score -7549804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -7549800.500000 Penalty: 5408.524902
	Iteration 57Q: 3 clusters Score -7549800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -7549803.000000 Penalty: 5408.524902
	Iteration 58Q: 3 clusters Score -7549803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -7549806.000000 Penalty: 5408.524902
	Iteration 59Q: 3 clusters Score -7549806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -7549803.500000 Penalty: 5408.524902
	Iteration 60F: 3 clusters Score -7549804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 48721 members 
Entering Unmasked Estep 
Score: -7549802.000000 Penalty: 5408.524902
	Iteration 61Q: 3 clusters Score -7549802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -7549799.500000 Penalty: 5408.524902
	Iteration 62Q: 3 clusters Score -7549800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -7549800.000000 Penalty: 5408.524902
	Iteration 63Q: 3 clusters Score -7549800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -7549800.000000 Penalty: 5408.524902
	Iteration 64Q: 3 clusters Score -7549800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -7549804.500000 Penalty: 5408.524902
	Iteration 65Q: 3 clusters Score -7549804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -7549798.000000 Penalty: 5408.524902
	Iteration 66Q: 3 clusters Score -7549798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -7549804.500000 Penalty: 5408.524902
	Iteration 67Q: 3 clusters Score -7549804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -7549799.500000 Penalty: 5408.524902
	Iteration 68Q: 3 clusters Score -7549800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -7549803.500000 Penalty: 5408.524902
	Iteration 69Q: 3 clusters Score -7549804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 48717 members 
Entering Unmasked Estep 
Score: -7549804.000000 Penalty: 5408.524902
	Iteration 70Q: 3 clusters Score -7549804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -7549796.500000 Penalty: 5408.524902
	Iteration 71Q: 3 clusters Score -7549796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 48719 members 
Entering Unmasked Estep 
Score: -7549796.500000 Penalty: 5408.524902
	Iteration 72Q: 3 clusters Score -7549796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -7549799.000000 Penalty: 5408.524902
	Iteration 73Q: 3 clusters Score -7549799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -7549798.500000 Penalty: 5408.524902
	Iteration 74Q: 3 clusters Score -7549798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -7549800.500000 Penalty: 5408.524902
	Iteration 75Q: 3 clusters Score -7549800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 48713 members 
Entering Unmasked Estep 
Score: -7549801.500000 Penalty: 5408.524902
	Iteration 76Q: 3 clusters Score -7549802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 48710 members 
Entering Unmasked Estep 
Score: -7549796.500000 Penalty: 5408.524902
	Iteration 77Q: 3 clusters Score -7549796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -7549795.000000 Penalty: 5408.524902
	Iteration 78Q: 3 clusters Score -7549795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 48709 members 
Entering Unmasked Estep 
Score: -7549795.000000 Penalty: 5408.524902
	Iteration 79F: 3 clusters Score -7549795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Entering Unmasked Estep 
Score: -1043775.625000 Penalty: 2219.796387
	Iteration 0F: 2 clusters Score -1043776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1037526.750000 Penalty: 4439.592773
	Iteration 0F: 3 clusters Score -1037527 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1039103.500000 Penalty: 4439.592773
	Iteration 1F: 3 clusters Score -1039104 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1039364.187500 Penalty: 4439.592773
	Iteration 2F: 3 clusters Score -1039364 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1039552.437500 Penalty: 4439.592773
	Iteration 3F: 3 clusters Score -1039552 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1039683.312500 Penalty: 4439.592773
	Iteration 4Q: 3 clusters Score -1039683 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1039782.312500 Penalty: 4439.592773
	Iteration 5Q: 3 clusters Score -1039782 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1039864.250000 Penalty: 4439.592773
	Iteration 6Q: 3 clusters Score -1039864 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1039944.562500 Penalty: 4439.592773
	Iteration 7Q: 3 clusters Score -1039945 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1040023.875000 Penalty: 4439.592773
	Iteration 8Q: 3 clusters Score -1040024 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1040110.562500 Penalty: 4439.592773
	Iteration 9Q: 3 clusters Score -1040111 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1040201.750000 Penalty: 4439.592773
	Iteration 10Q: 3 clusters Score -1040202 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1040298.312500 Penalty: 4439.592773
	Iteration 11Q: 3 clusters Score -1040298 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1040412.937500 Penalty: 4439.592773
	Iteration 12Q: 3 clusters Score -1040413 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1040530.187500 Penalty: 4439.592773
	Iteration 13Q: 3 clusters Score -1040530 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1040657.000000 Penalty: 4439.592773
	Iteration 14Q: 3 clusters Score -1040657 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1040781.687500 Penalty: 4439.592773
	Iteration 15Q: 3 clusters Score -1040782 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1040899.750000 Penalty: 4439.592773
	Iteration 16Q: 3 clusters Score -1040900 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1041014.812500 Penalty: 4439.592773
	Iteration 17Q: 3 clusters Score -1041015 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1041118.312500 Penalty: 4439.592773
	Iteration 18Q: 3 clusters Score -1041118 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1041211.250000 Penalty: 4439.592773
	Iteration 19Q: 3 clusters Score -1041211 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1041294.375000 Penalty: 4439.592773
	Iteration 20F: 3 clusters Score -1041294 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1041359.437500 Penalty: 4439.592773
	Iteration 21Q: 3 clusters Score -1041359 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1041414.312500 Penalty: 4439.592773
	Iteration 22Q: 3 clusters Score -1041414 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1041466.312500 Penalty: 4439.592773
	Iteration 23Q: 3 clusters Score -1041466 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1041515.500000 Penalty: 4439.592773
	Iteration 24Q: 3 clusters Score -1041516 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1041557.250000 Penalty: 4439.592773
	Iteration 25Q: 3 clusters Score -1041557 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1041603.000000 Penalty: 4439.592773
	Iteration 26Q: 3 clusters Score -1041603 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1041644.125000 Penalty: 4439.592773
	Iteration 27Q: 3 clusters Score -1041644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1041674.812500 Penalty: 4439.592773
	Iteration 28Q: 3 clusters Score -1041675 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1041703.250000 Penalty: 4439.592773
	Iteration 29Q: 3 clusters Score -1041703 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1041725.000000 Penalty: 4439.592773
	Iteration 30Q: 3 clusters Score -1041725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1041745.187500 Penalty: 4439.592773
	Iteration 31Q: 3 clusters Score -1041745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1041761.875000 Penalty: 4439.592773
	Iteration 32Q: 3 clusters Score -1041762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1041783.687500 Penalty: 4439.592773
	Iteration 33Q: 3 clusters Score -1041784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1041801.062500 Penalty: 4439.592773
	Iteration 34Q: 3 clusters Score -1041801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1041814.500000 Penalty: 4439.592773
	Iteration 35Q: 3 clusters Score -1041814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1041827.750000 Penalty: 4439.592773
	Iteration 36Q: 3 clusters Score -1041828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1041838.625000 Penalty: 4439.592773
	Iteration 37Q: 3 clusters Score -1041839 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1041845.875000 Penalty: 4439.592773
	Iteration 38Q: 3 clusters Score -1041846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1041849.500000 Penalty: 4439.592773
	Iteration 39Q: 3 clusters Score -1041850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1041848.312500 Penalty: 4439.592773
	Iteration 40F: 3 clusters Score -1041848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1041853.000000 Penalty: 4439.592773
	Iteration 41Q: 3 clusters Score -1041853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1041858.375000 Penalty: 4439.592773
	Iteration 42Q: 3 clusters Score -1041858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1041863.937500 Penalty: 4439.592773
	Iteration 43Q: 3 clusters Score -1041864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1041869.937500 Penalty: 4439.592773
	Iteration 44Q: 3 clusters Score -1041870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1041874.437500 Penalty: 4439.592773
	Iteration 45Q: 3 clusters Score -1041874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1041878.875000 Penalty: 4439.592773
	Iteration 46Q: 3 clusters Score -1041879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1041881.562500 Penalty: 4439.592773
	Iteration 47Q: 3 clusters Score -1041882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1041884.937500 Penalty: 4439.592773
	Iteration 48Q: 3 clusters Score -1041885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1041887.187500 Penalty: 4439.592773
	Iteration 49Q: 3 clusters Score -1041887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1041891.250000 Penalty: 4439.592773
	Iteration 50Q: 3 clusters Score -1041891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1041891.437500 Penalty: 4439.592773
	Iteration 51Q: 3 clusters Score -1041891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1041891.437500 Penalty: 4439.592773
	Iteration 52F: 3 clusters Score -1041891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (274566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274566 members 
Entering Unmasked Estep 
Score: -38334080.000000 Penalty: 3105.690918
	Iteration 0F: 2 clusters Score -3.833408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137242 members 
Mstep: Class 2 contains 137324 members 
Entering Unmasked Estep 
Score: -38179272.000000 Penalty: 6211.381836
	Iteration 0F: 3 clusters Score -3.817927e+07 nChanged 132847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136689 members 
Mstep: Class 2 contains 137877 members 
Entering Unmasked Estep 
Score: -38257224.000000 Penalty: 6211.381836
	Iteration 1F: 3 clusters Score -3.825722e+07 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136861 members 
Mstep: Class 2 contains 137705 members 
Entering Unmasked Estep 
Score: -38258272.000000 Penalty: 6211.381836
	Iteration 2Q: 3 clusters Score -3.825827e+07 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137204 members 
Mstep: Class 2 contains 137362 members 
Entering Unmasked Estep 
Score: -38259716.000000 Penalty: 6211.381836
	Iteration 3Q: 3 clusters Score -3.825972e+07 nChanged 7820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137702 members 
Mstep: Class 2 contains 136864 members 
Entering Unmasked Estep 
Score: -38261624.000000 Penalty: 6211.381836
	Iteration 4Q: 3 clusters Score -3.826162e+07 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138434 members 
Mstep: Class 2 contains 136132 members 
Entering Unmasked Estep 
Score: -38264492.000000 Penalty: 6211.381836
	Iteration 5Q: 3 clusters Score -3.826449e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139309 members 
Mstep: Class 2 contains 135257 members 
Entering Unmasked Estep 
Score: -38268468.000000 Penalty: 6211.381836
	Iteration 6Q: 3 clusters Score -3.826847e+07 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140576 members 
Mstep: Class 2 contains 133990 members 
Entering Unmasked Estep 
Score: -38275820.000000 Penalty: 6211.381836
	Iteration 7Q: 3 clusters Score -3.827582e+07 nChanged 15995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142165 members 
Mstep: Class 2 contains 132401 members 
Entering Unmasked Estep 
Score: -38287288.000000 Penalty: 6211.381836
	Iteration 8F: 3 clusters Score -3.828729e+07 nChanged 17981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143862 members 
Mstep: Class 2 contains 130704 members 
Entering Unmasked Estep 
Score: -38300288.000000 Penalty: 6211.381836
	Iteration 9F: 3 clusters Score -3.830029e+07 nChanged 15707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145235 members 
Mstep: Class 2 contains 129331 members 
Entering Unmasked Estep 
Score: -38308024.000000 Penalty: 6211.381836
	Iteration 10F: 3 clusters Score -3.830802e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146433 members 
Mstep: Class 2 contains 128133 members 
Entering Unmasked Estep 
Score: -38310472.000000 Penalty: 6211.381836
	Iteration 11Q: 3 clusters Score -3.831047e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147632 members 
Mstep: Class 2 contains 126934 members 
Entering Unmasked Estep 
Score: -38311068.000000 Penalty: 6211.381836
	Iteration 12Q: 3 clusters Score -3.831107e+07 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148971 members 
Mstep: Class 2 contains 125595 members 
Entering Unmasked Estep 
Score: -38311148.000000 Penalty: 6211.381836
	Iteration 13Q: 3 clusters Score -3.831115e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150404 members 
Mstep: Class 2 contains 124162 members 
Entering Unmasked Estep 
Score: -38311268.000000 Penalty: 6211.381836
	Iteration 14Q: 3 clusters Score -3.831127e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152012 members 
Mstep: Class 2 contains 122554 members 
Entering Unmasked Estep 
Score: -38311520.000000 Penalty: 6211.381836
	Iteration 15Q: 3 clusters Score -3.831152e+07 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153771 members 
Mstep: Class 2 contains 120795 members 
Entering Unmasked Estep 
Score: -38311860.000000 Penalty: 6211.381836
	Iteration 16Q: 3 clusters Score -3.831186e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155661 members 
Mstep: Class 2 contains 118905 members 
Entering Unmasked Estep 
Score: -38311820.000000 Penalty: 6211.381836
	Iteration 17Q: 3 clusters Score -3.831182e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157704 members 
Mstep: Class 2 contains 116862 members 
Entering Unmasked Estep 
Score: -38311980.000000 Penalty: 6211.381836
	Iteration 18Q: 3 clusters Score -3.831198e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159860 members 
Mstep: Class 2 contains 114706 members 
Entering Unmasked Estep 
Score: -38312208.000000 Penalty: 6211.381836
	Iteration 19Q: 3 clusters Score -3.831221e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162173 members 
Mstep: Class 2 contains 112393 members 
Entering Unmasked Estep 
Score: -38312300.000000 Penalty: 6211.381836
	Iteration 20F: 3 clusters Score -3.83123e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164724 members 
Mstep: Class 2 contains 109842 members 
Entering Unmasked Estep 
Score: -38312780.000000 Penalty: 6211.381836
	Iteration 21Q: 3 clusters Score -3.831278e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167509 members 
Mstep: Class 2 contains 107057 members 
Entering Unmasked Estep 
Score: -38313128.000000 Penalty: 6211.381836
	Iteration 22Q: 3 clusters Score -3.831313e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170453 members 
Mstep: Class 2 contains 104113 members 
Entering Unmasked Estep 
Score: -38313600.000000 Penalty: 6211.381836
	Iteration 23Q: 3 clusters Score -3.83136e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173484 members 
Mstep: Class 2 contains 101082 members 
Entering Unmasked Estep 
Score: -38313916.000000 Penalty: 6211.381836
	Iteration 24Q: 3 clusters Score -3.831392e+07 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176639 members 
Mstep: Class 2 contains 97927 members 
Entering Unmasked Estep 
Score: -38314416.000000 Penalty: 6211.381836
	Iteration 25Q: 3 clusters Score -3.831442e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180079 members 
Mstep: Class 2 contains 94487 members 
Entering Unmasked Estep 
Score: -38314964.000000 Penalty: 6211.381836
	Iteration 26Q: 3 clusters Score -3.831496e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183744 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -38315552.000000 Penalty: 6211.381836
	Iteration 27Q: 3 clusters Score -3.831555e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187678 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -38316428.000000 Penalty: 6211.381836
	Iteration 28Q: 3 clusters Score -3.831643e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191801 members 
Mstep: Class 2 contains 82765 members 
Entering Unmasked Estep 
Score: -38317160.000000 Penalty: 6211.381836
	Iteration 29Q: 3 clusters Score -3.831716e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196102 members 
Mstep: Class 2 contains 78464 members 
Entering Unmasked Estep 
Score: -38318496.000000 Penalty: 6211.381836
	Iteration 30Q: 3 clusters Score -3.83185e+07 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200616 members 
Mstep: Class 2 contains 73950 members 
Entering Unmasked Estep 
Score: -38319612.000000 Penalty: 6211.381836
	Iteration 31Q: 3 clusters Score -3.831961e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205288 members 
Mstep: Class 2 contains 69278 members 
Entering Unmasked Estep 
Score: -38320816.000000 Penalty: 6211.381836
	Iteration 32Q: 3 clusters Score -3.832082e+07 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210038 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -38321920.000000 Penalty: 6211.381836
	Iteration 33Q: 3 clusters Score -3.832192e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214821 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -38323340.000000 Penalty: 6211.381836
	Iteration 34Q: 3 clusters Score -3.832334e+07 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219548 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -38324888.000000 Penalty: 6211.381836
	Iteration 35Q: 3 clusters Score -3.832489e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224201 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -38326528.000000 Penalty: 6211.381836
	Iteration 36Q: 3 clusters Score -3.832653e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228943 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -38328080.000000 Penalty: 6211.381836
	Iteration 37Q: 3 clusters Score -3.832808e+07 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233478 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -38328848.000000 Penalty: 6211.381836
	Iteration 38Q: 3 clusters Score -3.832885e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237621 members 
Mstep: Class 2 contains 36945 members 
Entering Unmasked Estep 
Score: -38329976.000000 Penalty: 6211.381836
	Iteration 39Q: 3 clusters Score -3.832998e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241570 members 
Mstep: Class 2 contains 32996 members 
Entering Unmasked Estep 
Score: -38331452.000000 Penalty: 6211.381836
	Iteration 40F: 3 clusters Score -3.833145e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245710 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -38332244.000000 Penalty: 6211.381836
	Iteration 41Q: 3 clusters Score -3.833224e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249756 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -38332324.000000 Penalty: 6211.381836
	Iteration 42Q: 3 clusters Score -3.833232e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253525 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -38332260.000000 Penalty: 6211.381836
	Iteration 43Q: 3 clusters Score -3.833226e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256871 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -38331968.000000 Penalty: 6211.381836
	Iteration 44Q: 3 clusters Score -3.833197e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259862 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -38332280.000000 Penalty: 6211.381836
	Iteration 45Q: 3 clusters Score -3.833228e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262454 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -38332180.000000 Penalty: 6211.381836
	Iteration 46Q: 3 clusters Score -3.833218e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264817 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -38332052.000000 Penalty: 6211.381836
	Iteration 47Q: 3 clusters Score -3.833205e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266828 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -38331636.000000 Penalty: 6211.381836
	Iteration 48Q: 3 clusters Score -3.833164e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268501 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -38331340.000000 Penalty: 6211.381836
	Iteration 49Q: 3 clusters Score -3.833134e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269885 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -38331260.000000 Penalty: 6211.381836
	Iteration 50Q: 3 clusters Score -3.833126e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270987 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -38331284.000000 Penalty: 6211.381836
	Iteration 51Q: 3 clusters Score -3.833128e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271814 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -38331224.000000 Penalty: 6211.381836
	Iteration 52Q: 3 clusters Score -3.833122e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272407 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -38331360.000000 Penalty: 6211.381836
	Iteration 53Q: 3 clusters Score -3.833136e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272831 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -38331256.000000 Penalty: 6211.381836
	Iteration 54Q: 3 clusters Score -3.833126e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273138 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -38331268.000000 Penalty: 6211.381836
	Iteration 55Q: 3 clusters Score -3.833127e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273346 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -38331288.000000 Penalty: 6211.381836
	Iteration 56Q: 3 clusters Score -3.833129e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273490 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -38331316.000000 Penalty: 6211.381836
	Iteration 57Q: 3 clusters Score -3.833132e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273584 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -38331304.000000 Penalty: 6211.381836
	Iteration 58Q: 3 clusters Score -3.83313e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273651 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -38331428.000000 Penalty: 6211.381836
	Iteration 59Q: 3 clusters Score -3.833143e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273709 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -38331392.000000 Penalty: 6211.381836
	Iteration 60F: 3 clusters Score -3.833139e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273753 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -38331432.000000 Penalty: 6211.381836
	Iteration 61Q: 3 clusters Score -3.833143e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273789 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -38331416.000000 Penalty: 6211.381836
	Iteration 62Q: 3 clusters Score -3.833142e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273816 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -38331432.000000 Penalty: 6211.381836
	Iteration 63Q: 3 clusters Score -3.833143e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273836 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -38331444.000000 Penalty: 6211.381836
	Iteration 64Q: 3 clusters Score -3.833144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273854 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -38331460.000000 Penalty: 6211.381836
	Iteration 65Q: 3 clusters Score -3.833146e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273868 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -38331492.000000 Penalty: 6211.381836
	Iteration 66Q: 3 clusters Score -3.833149e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273884 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -38331516.000000 Penalty: 6211.381836
	Iteration 67Q: 3 clusters Score -3.833152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273899 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -38331540.000000 Penalty: 6211.381836
	Iteration 68Q: 3 clusters Score -3.833154e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273905 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -38331524.000000 Penalty: 6211.381836
	Iteration 69Q: 3 clusters Score -3.833152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273915 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -38331544.000000 Penalty: 6211.381836
	Iteration 70Q: 3 clusters Score -3.833154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273917 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -38331544.000000 Penalty: 6211.381836
	Iteration 71Q: 3 clusters Score -3.833154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273918 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -38331556.000000 Penalty: 6211.381836
	Iteration 72Q: 3 clusters Score -3.833156e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273918 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -38331540.000000 Penalty: 6211.381836
	Iteration 73Q: 3 clusters Score -3.833154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273920 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -38331552.000000 Penalty: 6211.381836
	Iteration 74Q: 3 clusters Score -3.833155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273924 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -38331552.000000 Penalty: 6211.381836
	Iteration 75Q: 3 clusters Score -3.833155e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273926 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -38331580.000000 Penalty: 6211.381836
	Iteration 76Q: 3 clusters Score -3.833158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273927 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -38331592.000000 Penalty: 6211.381836
	Iteration 77Q: 3 clusters Score -3.833159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273931 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -38331560.000000 Penalty: 6211.381836
	Iteration 78Q: 3 clusters Score -3.833156e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273934 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -38331560.000000 Penalty: 6211.381836
	Iteration 79Q: 3 clusters Score -3.833156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273936 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -38331560.000000 Penalty: 6211.381836
	Iteration 80F: 3 clusters Score -3.833156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -27810.125000 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -27810.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26675.244141 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -26675.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26741.716797 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -26741.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26750.970703 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -26750.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26750.970703 Penalty: 2690.775146
	Iteration 3F: 3 clusters Score -26750.97 nChanged 0
--- Evaluating fit on full set of 2720463 points ---
Entering Unmasked Estep 
Score: -362327616.000000 Penalty: 102884.476562
22->29 Clusters: Score -362327616.000000, best is -362350336.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 906821 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 41237 members 
Mstep: Class 3 contains 41075 members 
Mstep: Class 4 contains 41381 members 
Mstep: Class 5 contains 41005 members 
Mstep: Class 6 contains 41099 members 
Mstep: Class 7 contains 40987 members 
Mstep: Class 8 contains 41075 members 
Mstep: Class 9 contains 41309 members 
Mstep: Class 10 contains 41426 members 
Mstep: Class 11 contains 41469 members 
Mstep: Class 12 contains 41162 members 
Mstep: Class 13 contains 41699 members 
Mstep: Class 14 contains 41482 members 
Mstep: Class 15 contains 41141 members 
Mstep: Class 16 contains 41155 members 
Mstep: Class 17 contains 41065 members 
Mstep: Class 18 contains 40974 members 
Mstep: Class 19 contains 41052 members 
Mstep: Class 20 contains 41002 members 
Mstep: Class 21 contains 41110 members 
Mstep: Class 22 contains 41613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 520.959106 but Gain 3401.992188
Score: -117407216.000000 Penalty: 71441.781250
Iteration 0F: 22 clusters Score -1.174072e+08 nChanged 862894
Entering Unmasked Mstep 
Mstep: Class 0 contains 2459 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 66316 members 
Mstep: Class 3 contains 52674 members 
Mstep: Class 4 contains 64005 members 
Mstep: Class 5 contains 31463 members 
Mstep: Class 6 contains 22848 members 
Mstep: Class 7 contains 146641 members 
Mstep: Class 8 contains 26806 members 
Mstep: Class 9 contains 38573 members 
Mstep: Class 11 contains 41402 members 
Mstep: Class 12 contains 23834 members 
Mstep: Class 13 contains 49973 members 
Mstep: Class 14 contains 37263 members 
Mstep: Class 15 contains 10744 members 
Mstep: Class 16 contains 71130 members 
Mstep: Class 17 contains 41423 members 
Mstep: Class 18 contains 16051 members 
Mstep: Class 19 contains 23871 members 
Mstep: Class 20 contains 59502 members 
Mstep: Class 21 contains 24547 members 
Mstep: Class 22 contains 28191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120026176.000000 Penalty: 71441.781250
Iteration 1F: 22 clusters Score -1.200262e+08 nChanged 379660
Entering Unmasked Mstep 
Mstep: Class 0 contains 2379 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 76003 members 
Mstep: Class 3 contains 57205 members 
Mstep: Class 4 contains 51964 members 
Mstep: Class 5 contains 16394 members 
Mstep: Class 6 contains 30461 members 
Mstep: Class 7 contains 213239 members 
Mstep: Class 8 contains 21264 members 
Mstep: Class 9 contains 69079 members 
Mstep: Class 11 contains 24863 members 
Mstep: Class 12 contains 22783 members 
Mstep: Class 13 contains 44760 members 
Mstep: Class 14 contains 33649 members 
Mstep: Class 15 contains 5079 members 
Mstep: Class 16 contains 72051 members 
Mstep: Class 17 contains 34746 members 
Mstep: Class 18 contains 11213 members 
Mstep: Class 19 contains 22171 members 
Mstep: Class 20 contains 35936 members 
Mstep: Class 21 contains 12710 members 
Mstep: Class 22 contains 26741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120966584.000000 Penalty: 71441.781250
Iteration 2F: 22 clusters Score -1.209666e+08 nChanged 278743
Entering Unmasked Mstep 
Mstep: Class 0 contains 1735 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 89888 members 
Mstep: Class 3 contains 63877 members 
Mstep: Class 4 contains 32578 members 
Mstep: Class 5 contains 8004 members 
Mstep: Class 6 contains 37592 members 
Mstep: Class 7 contains 264184 members 
Mstep: Class 8 contains 18014 members 
Mstep: Class 9 contains 97374 members 
Mstep: Class 11 contains 15238 members 
Mstep: Class 12 contains 21285 members 
Mstep: Class 13 contains 43686 members 
Mstep: Class 14 contains 32165 members 
Mstep: Class 15 contains 3142 members 
Mstep: Class 16 contains 61981 members 
Mstep: Class 17 contains 20927 members 
Mstep: Class 18 contains 9060 members 
Mstep: Class 19 contains 20129 members 
Mstep: Class 20 contains 17285 members 
Mstep: Class 21 contains 6198 members 
Mstep: Class 22 contains 23442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 3183.672852 but Gain 3401.992188
Score: -121414784.000000 Penalty: 68039.789062
Iteration 3F: 21 clusters Score -1.214148e+08 nChanged 198270
Entering Unmasked Mstep 
Mstep: Class 0 contains 1386 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 109210 members 
Mstep: Class 3 contains 63807 members 
Mstep: Class 4 contains 19332 members 
Mstep: Class 5 contains 5983 members 
Mstep: Class 6 contains 37670 members 
Mstep: Class 7 contains 290418 members 
Mstep: Class 8 contains 18320 members 
Mstep: Class 9 contains 118888 members 
Mstep: Class 11 contains 10593 members 
Mstep: Class 12 contains 18768 members 
Mstep: Class 13 contains 44767 members 
Mstep: Class 14 contains 29468 members 
Mstep: Class 16 contains 51847 members 
Mstep: Class 17 contains 12667 members 
Mstep: Class 18 contains 7483 members 
Mstep: Class 19 contains 16639 members 
Mstep: Class 20 contains 9900 members 
Mstep: Class 21 contains 2654 members 
Mstep: Class 22 contains 19991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121601168.000000 Penalty: 68039.789062
Iteration 4F: 21 clusters Score -1.216012e+08 nChanged 142399
Entering Unmasked Mstep 
Mstep: Class 0 contains 912 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 129556 members 
Mstep: Class 3 contains 60140 members 
Mstep: Class 4 contains 11749 members 
Mstep: Class 5 contains 4052 members 
Mstep: Class 6 contains 36922 members 
Mstep: Class 7 contains 284520 members 
Mstep: Class 8 contains 21162 members 
Mstep: Class 9 contains 143924 members 
Mstep: Class 11 contains 8178 members 
Mstep: Class 12 contains 16920 members 
Mstep: Class 13 contains 45823 members 
Mstep: Class 14 contains 26890 members 
Mstep: Class 16 contains 44425 members 
Mstep: Class 17 contains 8453 members 
Mstep: Class 18 contains 6793 members 
Mstep: Class 19 contains 14445 members 
Mstep: Class 20 contains 6738 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 17684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121783856.000000 Penalty: 68039.789062
Iteration 5F: 21 clusters Score -1.217839e+08 nChanged 103747
Entering Unmasked Mstep 
Mstep: Class 0 contains 622 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 143974 members 
Mstep: Class 3 contains 55785 members 
Mstep: Class 4 contains 7541 members 
Mstep: Class 5 contains 2665 members 
Mstep: Class 6 contains 37619 members 
Mstep: Class 7 contains 275776 members 
Mstep: Class 8 contains 25124 members 
Mstep: Class 9 contains 163759 members 
Mstep: Class 11 contains 3827 members 
Mstep: Class 12 contains 15297 members 
Mstep: Class 13 contains 46081 members 
Mstep: Class 14 contains 25677 members 
Mstep: Class 16 contains 38773 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 7434 members 
Mstep: Class 19 contains 13109 members 
Mstep: Class 20 contains 4913 members 
Mstep: Class 21 contains 1729 members 
Mstep: Class 22 contains 16190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121902432.000000 Penalty: 68039.789062
Iteration 6F: 21 clusters Score -1.219024e+08 nChanged 77845
Entering Unmasked Mstep 
Mstep: Class 0 contains 444 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 153046 members 
Mstep: Class 3 contains 51664 members 
Mstep: Class 4 contains 5260 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 38865 members 
Mstep: Class 7 contains 265611 members 
Mstep: Class 8 contains 29137 members 
Mstep: Class 9 contains 178620 members 
Mstep: Class 11 contains 1584 members 
Mstep: Class 12 contains 13915 members 
Mstep: Class 13 contains 46124 members 
Mstep: Class 14 contains 24727 members 
Mstep: Class 16 contains 34892 members 
Mstep: Class 17 contains 4584 members 
Mstep: Class 18 contains 8984 members 
Mstep: Class 19 contains 12385 members 
Mstep: Class 20 contains 3816 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 14978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121978936.000000 Penalty: 68039.789062
Iteration 7F: 21 clusters Score -1.219789e+08 nChanged 59327
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 158479 members 
Mstep: Class 3 contains 48598 members 
Mstep: Class 4 contains 4155 members 
Mstep: Class 5 contains 1472 members 
Mstep: Class 6 contains 40150 members 
Mstep: Class 7 contains 254687 members 
Mstep: Class 8 contains 32635 members 
Mstep: Class 9 contains 190221 members 
Mstep: Class 11 contains 1002 members 
Mstep: Class 12 contains 13029 members 
Mstep: Class 13 contains 46196 members 
Mstep: Class 14 contains 23806 members 
Mstep: Class 16 contains 32259 members 
Mstep: Class 17 contains 3822 members 
Mstep: Class 18 contains 10648 members 
Mstep: Class 19 contains 11997 members 
Mstep: Class 20 contains 3033 members 
Mstep: Class 21 contains 1683 members 
Mstep: Class 22 contains 14119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122031024.000000 Penalty: 68039.789062
Iteration 8F: 21 clusters Score -1.22031e+08 nChanged 46217
Entering Unmasked Mstep 
Mstep: Class 0 contains 311 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 161655 members 
Mstep: Class 3 contains 46505 members 
Mstep: Class 4 contains 3667 members 
Mstep: Class 5 contains 1214 members 
Mstep: Class 6 contains 41180 members 
Mstep: Class 7 contains 244145 members 
Mstep: Class 8 contains 35894 members 
Mstep: Class 9 contains 199635 members 
Mstep: Class 11 contains 914 members 
Mstep: Class 12 contains 12552 members 
Mstep: Class 13 contains 46485 members 
Mstep: Class 14 contains 22851 members 
Mstep: Class 16 contains 30411 members 
Mstep: Class 17 contains 3423 members 
Mstep: Class 18 contains 11990 members 
Mstep: Class 19 contains 11857 members 
Mstep: Class 20 contains 2443 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 13538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122060120.000000 Penalty: 68039.789062
Iteration 9F: 21 clusters Score -1.220601e+08 nChanged 37255
Entering Unmasked Mstep 
Mstep: Class 0 contains 278 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 163557 members 
Mstep: Class 3 contains 45451 members 
Mstep: Class 4 contains 3588 members 
Mstep: Class 5 contains 1083 members 
Mstep: Class 6 contains 42015 members 
Mstep: Class 7 contains 234480 members 
Mstep: Class 8 contains 38911 members 
Mstep: Class 9 contains 207663 members 
Mstep: Class 11 contains 898 members 
Mstep: Class 12 contains 12332 members 
Mstep: Class 13 contains 46720 members 
Mstep: Class 14 contains 21882 members 
Mstep: Class 16 contains 28828 members 
Mstep: Class 17 contains 3282 members 
Mstep: Class 18 contains 12900 members 
Mstep: Class 19 contains 11672 members 
Mstep: Class 20 contains 1979 members 
Mstep: Class 21 contains 1680 members 
Mstep: Class 22 contains 13218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122078216.000000 Penalty: 68039.789062
Iteration 10Q: 21 clusters Score -1.220782e+08 nChanged 32350
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 164978 members 
Mstep: Class 3 contains 44921 members 
Mstep: Class 4 contains 3746 members 
Mstep: Class 5 contains 1024 members 
Mstep: Class 6 contains 42604 members 
Mstep: Class 7 contains 224507 members 
Mstep: Class 8 contains 41654 members 
Mstep: Class 9 contains 215524 members 
Mstep: Class 11 contains 893 members 
Mstep: Class 12 contains 12258 members 
Mstep: Class 13 contains 46860 members 
Mstep: Class 14 contains 21090 members 
Mstep: Class 16 contains 27560 members 
Mstep: Class 17 contains 3312 members 
Mstep: Class 18 contains 13543 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 20 contains 1633 members 
Mstep: Class 21 contains 1665 members 
Mstep: Class 22 contains 12986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122092664.000000 Penalty: 68039.789062
Iteration 11Q: 21 clusters Score -1.220927e+08 nChanged 27594
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 166005 members 
Mstep: Class 3 contains 44803 members 
Mstep: Class 4 contains 4061 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 42953 members 
Mstep: Class 7 contains 215102 members 
Mstep: Class 8 contains 43945 members 
Mstep: Class 9 contains 223113 members 
Mstep: Class 11 contains 893 members 
Mstep: Class 12 contains 12312 members 
Mstep: Class 13 contains 46938 members 
Mstep: Class 14 contains 20460 members 
Mstep: Class 16 contains 26363 members 
Mstep: Class 17 contains 3423 members 
Mstep: Class 18 contains 14033 members 
Mstep: Class 19 contains 11309 members 
Mstep: Class 20 contains 1372 members 
Mstep: Class 21 contains 1659 members 
Mstep: Class 22 contains 12770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122103896.000000 Penalty: 68039.789062
Iteration 12Q: 21 clusters Score -1.221039e+08 nChanged 25203
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 167150 members 
Mstep: Class 3 contains 44830 members 
Mstep: Class 4 contains 4474 members 
Mstep: Class 5 contains 978 members 
Mstep: Class 6 contains 43133 members 
Mstep: Class 7 contains 205607 members 
Mstep: Class 8 contains 45867 members 
Mstep: Class 9 contains 230912 members 
Mstep: Class 11 contains 892 members 
Mstep: Class 12 contains 12395 members 
Mstep: Class 13 contains 46946 members 
Mstep: Class 14 contains 19923 members 
Mstep: Class 16 contains 25154 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 18 contains 14427 members 
Mstep: Class 19 contains 11168 members 
Mstep: Class 20 contains 1154 members 
Mstep: Class 21 contains 1653 members 
Mstep: Class 22 contains 12589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122112384.000000 Penalty: 68039.789062
Iteration 13Q: 21 clusters Score -1.221124e+08 nChanged 23971
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 168412 members 
Mstep: Class 3 contains 44812 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 6 contains 43293 members 
Mstep: Class 7 contains 195348 members 
Mstep: Class 8 contains 47581 members 
Mstep: Class 9 contains 239222 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 12546 members 
Mstep: Class 13 contains 46891 members 
Mstep: Class 14 contains 19521 members 
Mstep: Class 16 contains 24120 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 14760 members 
Mstep: Class 19 contains 11085 members 
Mstep: Class 20 contains 1007 members 
Mstep: Class 21 contains 1648 members 
Mstep: Class 22 contains 12439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122118632.000000 Penalty: 68039.789062
Iteration 14Q: 21 clusters Score -1.221186e+08 nChanged 23642
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 169842 members 
Mstep: Class 3 contains 44717 members 
Mstep: Class 4 contains 5252 members 
Mstep: Class 5 contains 966 members 
Mstep: Class 6 contains 43525 members 
Mstep: Class 7 contains 184119 members 
Mstep: Class 8 contains 49299 members 
Mstep: Class 9 contains 248252 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 12690 members 
Mstep: Class 13 contains 46795 members 
Mstep: Class 14 contains 19145 members 
Mstep: Class 16 contains 23219 members 
Mstep: Class 17 contains 4022 members 
Mstep: Class 18 contains 15064 members 
Mstep: Class 19 contains 10985 members 
Mstep: Class 20 contains 896 members 
Mstep: Class 21 contains 1649 members 
Mstep: Class 22 contains 12296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122122560.000000 Penalty: 68039.789062
Iteration 15Q: 21 clusters Score -1.221226e+08 nChanged 23936
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 171354 members 
Mstep: Class 3 contains 44514 members 
Mstep: Class 4 contains 5581 members 
Mstep: Class 5 contains 964 members 
Mstep: Class 6 contains 43956 members 
Mstep: Class 7 contains 172696 members 
Mstep: Class 8 contains 50911 members 
Mstep: Class 9 contains 257241 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 12861 members 
Mstep: Class 13 contains 46675 members 
Mstep: Class 14 contains 18837 members 
Mstep: Class 16 contains 22358 members 
Mstep: Class 17 contains 4238 members 
Mstep: Class 18 contains 15353 members 
Mstep: Class 19 contains 10858 members 
Mstep: Class 20 contains 831 members 
Mstep: Class 21 contains 1654 members 
Mstep: Class 22 contains 12118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122123024.000000 Penalty: 68039.789062
Iteration 16Q: 21 clusters Score -1.22123e+08 nChanged 22875
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 173063 members 
Mstep: Class 3 contains 44308 members 
Mstep: Class 4 contains 5954 members 
Mstep: Class 5 contains 965 members 
Mstep: Class 6 contains 44617 members 
Mstep: Class 7 contains 161487 members 
Mstep: Class 8 contains 52482 members 
Mstep: Class 9 contains 265290 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 13100 members 
Mstep: Class 13 contains 46521 members 
Mstep: Class 14 contains 18544 members 
Mstep: Class 16 contains 21745 members 
Mstep: Class 17 contains 4468 members 
Mstep: Class 18 contains 15625 members 
Mstep: Class 19 contains 10701 members 
Mstep: Class 20 contains 767 members 
Mstep: Class 21 contains 1659 members 
Mstep: Class 22 contains 11921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122121136.000000 Penalty: 68039.789062
Iteration 17Q: 21 clusters Score -1.221211e+08 nChanged 21067
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 174784 members 
Mstep: Class 3 contains 44018 members 
Mstep: Class 4 contains 6273 members 
Mstep: Class 5 contains 965 members 
Mstep: Class 6 contains 45434 members 
Mstep: Class 7 contains 151520 members 
Mstep: Class 8 contains 54048 members 
Mstep: Class 9 contains 271698 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 13399 members 
Mstep: Class 13 contains 46391 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 16 contains 21291 members 
Mstep: Class 17 contains 4674 members 
Mstep: Class 18 contains 15852 members 
Mstep: Class 19 contains 10589 members 
Mstep: Class 20 contains 726 members 
Mstep: Class 21 contains 1664 members 
Mstep: Class 22 contains 11705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122118016.000000 Penalty: 68039.789062
Iteration 18Q: 21 clusters Score -1.22118e+08 nChanged 18327
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 176342 members 
Mstep: Class 3 contains 43756 members 
Mstep: Class 4 contains 6497 members 
Mstep: Class 5 contains 968 members 
Mstep: Class 6 contains 46354 members 
Mstep: Class 7 contains 143521 members 
Mstep: Class 8 contains 55664 members 
Mstep: Class 9 contains 275868 members 
Mstep: Class 11 contains 890 members 
Mstep: Class 12 contains 13689 members 
Mstep: Class 13 contains 46270 members 
Mstep: Class 14 contains 18069 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 17 contains 4858 members 
Mstep: Class 18 contains 16077 members 
Mstep: Class 19 contains 10534 members 
Mstep: Class 20 contains 688 members 
Mstep: Class 21 contains 1674 members 
Mstep: Class 22 contains 11508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122115888.000000 Penalty: 68039.789062
Iteration 19Q: 21 clusters Score -1.221159e+08 nChanged 15490
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 177720 members 
Mstep: Class 3 contains 43501 members 
Mstep: Class 4 contains 6699 members 
Mstep: Class 5 contains 971 members 
Mstep: Class 6 contains 47176 members 
Mstep: Class 7 contains 137315 members 
Mstep: Class 8 contains 57278 members 
Mstep: Class 9 contains 278514 members 
Mstep: Class 11 contains 889 members 
Mstep: Class 12 contains 13958 members 
Mstep: Class 13 contains 46173 members 
Mstep: Class 14 contains 17845 members 
Mstep: Class 16 contains 20680 members 
Mstep: Class 17 contains 5008 members 
Mstep: Class 18 contains 16314 members 
Mstep: Class 19 contains 10506 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 1681 members 
Mstep: Class 22 contains 11262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122122592.000000 Penalty: 68039.789062
Iteration 20F: 21 clusters Score -1.221226e+08 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 178930 members 
Mstep: Class 3 contains 43308 members 
Mstep: Class 4 contains 7304 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 47742 members 
Mstep: Class 7 contains 132861 members 
Mstep: Class 8 contains 58811 members 
Mstep: Class 9 contains 279749 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 14165 members 
Mstep: Class 13 contains 46064 members 
Mstep: Class 14 contains 17597 members 
Mstep: Class 16 contains 20356 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 16561 members 
Mstep: Class 19 contains 10487 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 10949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122128792.000000 Penalty: 68039.789062
Iteration 21Q: 21 clusters Score -1.221288e+08 nChanged 12767
Entering Unmasked Mstep 
Mstep: Class 0 contains 131 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 179922 members 
Mstep: Class 3 contains 43120 members 
Mstep: Class 4 contains 7738 members 
Mstep: Class 5 contains 956 members 
Mstep: Class 6 contains 48304 members 
Mstep: Class 7 contains 129433 members 
Mstep: Class 8 contains 60352 members 
Mstep: Class 9 contains 280275 members 
Mstep: Class 11 contains 886 members 
Mstep: Class 12 contains 14341 members 
Mstep: Class 13 contains 45994 members 
Mstep: Class 14 contains 17383 members 
Mstep: Class 16 contains 20054 members 
Mstep: Class 17 contains 5296 members 
Mstep: Class 18 contains 16831 members 
Mstep: Class 19 contains 10463 members 
Mstep: Class 20 contains 592 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 10492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122130136.000000 Penalty: 68039.789062
Iteration 22Q: 21 clusters Score -1.221301e+08 nChanged 11211
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 180767 members 
Mstep: Class 3 contains 42880 members 
Mstep: Class 4 contains 8078 members 
Mstep: Class 5 contains 909 members 
Mstep: Class 6 contains 48728 members 
Mstep: Class 7 contains 127001 members 
Mstep: Class 8 contains 61737 members 
Mstep: Class 9 contains 280301 members 
Mstep: Class 11 contains 885 members 
Mstep: Class 12 contains 14505 members 
Mstep: Class 13 contains 45902 members 
Mstep: Class 14 contains 17161 members 
Mstep: Class 16 contains 19801 members 
Mstep: Class 17 contains 5426 members 
Mstep: Class 18 contains 17099 members 
Mstep: Class 19 contains 10421 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 10041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122132360.000000 Penalty: 68039.789062
Iteration 23Q: 21 clusters Score -1.221324e+08 nChanged 10315
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 181367 members 
Mstep: Class 3 contains 42672 members 
Mstep: Class 4 contains 8294 members 
Mstep: Class 5 contains 892 members 
Mstep: Class 6 contains 49066 members 
Mstep: Class 7 contains 125203 members 
Mstep: Class 8 contains 63088 members 
Mstep: Class 9 contains 279994 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 14631 members 
Mstep: Class 13 contains 45813 members 
Mstep: Class 14 contains 17020 members 
Mstep: Class 16 contains 19557 members 
Mstep: Class 17 contains 5535 members 
Mstep: Class 18 contains 17341 members 
Mstep: Class 19 contains 10388 members 
Mstep: Class 20 contains 502 members 
Mstep: Class 21 contains 1714 members 
Mstep: Class 22 contains 9551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122133056.000000 Penalty: 68039.789062
Iteration 24Q: 21 clusters Score -1.221331e+08 nChanged 9075
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 181901 members 
Mstep: Class 3 contains 42468 members 
Mstep: Class 4 contains 8396 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 6 contains 49357 members 
Mstep: Class 7 contains 123875 members 
Mstep: Class 8 contains 64369 members 
Mstep: Class 9 contains 279520 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 14725 members 
Mstep: Class 13 contains 45698 members 
Mstep: Class 14 contains 16881 members 
Mstep: Class 16 contains 19306 members 
Mstep: Class 17 contains 5625 members 
Mstep: Class 18 contains 17561 members 
Mstep: Class 19 contains 10348 members 
Mstep: Class 20 contains 481 members 
Mstep: Class 21 contains 1718 members 
Mstep: Class 22 contains 9106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122134896.000000 Penalty: 68039.789062
Iteration 25Q: 21 clusters Score -1.221349e+08 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 182378 members 
Mstep: Class 3 contains 42265 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 870 members 
Mstep: Class 6 contains 49553 members 
Mstep: Class 7 contains 122701 members 
Mstep: Class 8 contains 65583 members 
Mstep: Class 9 contains 279100 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 14812 members 
Mstep: Class 13 contains 45610 members 
Mstep: Class 14 contains 16722 members 
Mstep: Class 16 contains 19076 members 
Mstep: Class 17 contains 5699 members 
Mstep: Class 18 contains 17754 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 453 members 
Mstep: Class 21 contains 1719 members 
Mstep: Class 22 contains 8700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122136112.000000 Penalty: 68039.789062
Iteration 26Q: 21 clusters Score -1.221361e+08 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 182768 members 
Mstep: Class 3 contains 42064 members 
Mstep: Class 4 contains 8559 members 
Mstep: Class 5 contains 869 members 
Mstep: Class 6 contains 49701 members 
Mstep: Class 7 contains 121740 members 
Mstep: Class 8 contains 66799 members 
Mstep: Class 9 contains 278644 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 14907 members 
Mstep: Class 13 contains 45495 members 
Mstep: Class 14 contains 16582 members 
Mstep: Class 16 contains 18868 members 
Mstep: Class 17 contains 5774 members 
Mstep: Class 18 contains 17918 members 
Mstep: Class 19 contains 10246 members 
Mstep: Class 20 contains 430 members 
Mstep: Class 21 contains 1721 members 
Mstep: Class 22 contains 8342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122138352.000000 Penalty: 68039.789062
Iteration 27Q: 21 clusters Score -1.221384e+08 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 183112 members 
Mstep: Class 3 contains 41864 members 
Mstep: Class 4 contains 8590 members 
Mstep: Class 5 contains 864 members 
Mstep: Class 6 contains 49821 members 
Mstep: Class 7 contains 121032 members 
Mstep: Class 8 contains 67929 members 
Mstep: Class 9 contains 278141 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 14962 members 
Mstep: Class 13 contains 45373 members 
Mstep: Class 14 contains 16450 members 
Mstep: Class 16 contains 18668 members 
Mstep: Class 17 contains 5844 members 
Mstep: Class 18 contains 18071 members 
Mstep: Class 19 contains 10193 members 
Mstep: Class 20 contains 412 members 
Mstep: Class 21 contains 1720 members 
Mstep: Class 22 contains 8035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122139536.000000 Penalty: 68039.789062
Iteration 28Q: 21 clusters Score -1.221395e+08 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 183445 members 
Mstep: Class 3 contains 41685 members 
Mstep: Class 4 contains 8560 members 
Mstep: Class 5 contains 862 members 
Mstep: Class 6 contains 49920 members 
Mstep: Class 7 contains 120419 members 
Mstep: Class 8 contains 69005 members 
Mstep: Class 9 contains 277645 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 14999 members 
Mstep: Class 13 contains 45246 members 
Mstep: Class 14 contains 16389 members 
Mstep: Class 16 contains 18470 members 
Mstep: Class 17 contains 5903 members 
Mstep: Class 18 contains 18213 members 
Mstep: Class 19 contains 10125 members 
Mstep: Class 20 contains 397 members 
Mstep: Class 21 contains 1716 members 
Mstep: Class 22 contains 7803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122141008.000000 Penalty: 68039.789062
Iteration 29Q: 21 clusters Score -1.22141e+08 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 183765 members 
Mstep: Class 3 contains 41495 members 
Mstep: Class 4 contains 8556 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 49989 members 
Mstep: Class 7 contains 119897 members 
Mstep: Class 8 contains 69989 members 
Mstep: Class 9 contains 277142 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 15042 members 
Mstep: Class 13 contains 45135 members 
Mstep: Class 14 contains 16354 members 
Mstep: Class 16 contains 18297 members 
Mstep: Class 17 contains 5949 members 
Mstep: Class 18 contains 18363 members 
Mstep: Class 19 contains 10066 members 
Mstep: Class 20 contains 385 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122141904.000000 Penalty: 68039.789062
Iteration 30Q: 21 clusters Score -1.221419e+08 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 183996 members 
Mstep: Class 3 contains 41286 members 
Mstep: Class 4 contains 8540 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 50039 members 
Mstep: Class 7 contains 119444 members 
Mstep: Class 8 contains 70973 members 
Mstep: Class 9 contains 276629 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 15051 members 
Mstep: Class 13 contains 45052 members 
Mstep: Class 14 contains 16405 members 
Mstep: Class 16 contains 18176 members 
Mstep: Class 17 contains 5985 members 
Mstep: Class 18 contains 18516 members 
Mstep: Class 19 contains 10006 members 
Mstep: Class 20 contains 380 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 7369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122142736.000000 Penalty: 68039.789062
Iteration 31Q: 21 clusters Score -1.221427e+08 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 184217 members 
Mstep: Class 3 contains 41117 members 
Mstep: Class 4 contains 8505 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 50089 members 
Mstep: Class 7 contains 118959 members 
Mstep: Class 8 contains 71969 members 
Mstep: Class 9 contains 276155 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 15061 members 
Mstep: Class 13 contains 44948 members 
Mstep: Class 14 contains 16469 members 
Mstep: Class 16 contains 18056 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 18641 members 
Mstep: Class 19 contains 9945 members 
Mstep: Class 20 contains 378 members 
Mstep: Class 21 contains 1713 members 
Mstep: Class 22 contains 7151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122143488.000000 Penalty: 68039.789062
Iteration 32Q: 21 clusters Score -1.221435e+08 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 184479 members 
Mstep: Class 3 contains 40938 members 
Mstep: Class 4 contains 8493 members 
Mstep: Class 5 contains 861 members 
Mstep: Class 6 contains 50129 members 
Mstep: Class 7 contains 118480 members 
Mstep: Class 8 contains 72865 members 
Mstep: Class 9 contains 275722 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 15077 members 
Mstep: Class 13 contains 44844 members 
Mstep: Class 14 contains 16552 members 
Mstep: Class 16 contains 17957 members 
Mstep: Class 17 contains 6053 members 
Mstep: Class 18 contains 18767 members 
Mstep: Class 19 contains 9886 members 
Mstep: Class 20 contains 373 members 
Mstep: Class 21 contains 1712 members 
Mstep: Class 22 contains 6934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122144128.000000 Penalty: 68039.789062
Iteration 33Q: 21 clusters Score -1.221441e+08 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 184776 members 
Mstep: Class 3 contains 40757 members 
Mstep: Class 4 contains 8465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 50155 members 
Mstep: Class 7 contains 117992 members 
Mstep: Class 8 contains 73686 members 
Mstep: Class 9 contains 275406 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 15083 members 
Mstep: Class 13 contains 44740 members 
Mstep: Class 14 contains 16675 members 
Mstep: Class 16 contains 17832 members 
Mstep: Class 17 contains 6086 members 
Mstep: Class 18 contains 18875 members 
Mstep: Class 19 contains 9832 members 
Mstep: Class 20 contains 370 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 6715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122144328.000000 Penalty: 68039.789062
Iteration 34Q: 21 clusters Score -1.221443e+08 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 185026 members 
Mstep: Class 3 contains 40588 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 50154 members 
Mstep: Class 7 contains 117559 members 
Mstep: Class 8 contains 74427 members 
Mstep: Class 9 contains 275095 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 15084 members 
Mstep: Class 13 contains 44642 members 
Mstep: Class 14 contains 16799 members 
Mstep: Class 16 contains 17775 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 18975 members 
Mstep: Class 19 contains 9794 members 
Mstep: Class 20 contains 365 members 
Mstep: Class 21 contains 1710 members 
Mstep: Class 22 contains 6471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122144880.000000 Penalty: 68039.789062
Iteration 35Q: 21 clusters Score -1.221449e+08 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 185231 members 
Mstep: Class 3 contains 40444 members 
Mstep: Class 4 contains 8468 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 50149 members 
Mstep: Class 7 contains 117080 members 
Mstep: Class 8 contains 75085 members 
Mstep: Class 9 contains 274939 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 15093 members 
Mstep: Class 13 contains 44533 members 
Mstep: Class 14 contains 16942 members 
Mstep: Class 16 contains 17684 members 
Mstep: Class 17 contains 6177 members 
Mstep: Class 18 contains 19059 members 
Mstep: Class 19 contains 9771 members 
Mstep: Class 20 contains 363 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 6227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122145640.000000 Penalty: 68039.789062
Iteration 36Q: 21 clusters Score -1.221456e+08 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 185391 members 
Mstep: Class 3 contains 40307 members 
Mstep: Class 4 contains 8465 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 50168 members 
Mstep: Class 7 contains 116618 members 
Mstep: Class 8 contains 75742 members 
Mstep: Class 9 contains 274778 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 15096 members 
Mstep: Class 13 contains 44421 members 
Mstep: Class 14 contains 17100 members 
Mstep: Class 16 contains 17595 members 
Mstep: Class 17 contains 6225 members 
Mstep: Class 18 contains 19132 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 360 members 
Mstep: Class 21 contains 1708 members 
Mstep: Class 22 contains 6015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122145648.000000 Penalty: 68039.789062
Iteration 37Q: 21 clusters Score -1.221456e+08 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 185612 members 
Mstep: Class 3 contains 40163 members 
Mstep: Class 4 contains 8457 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 50187 members 
Mstep: Class 7 contains 116182 members 
Mstep: Class 8 contains 76339 members 
Mstep: Class 9 contains 274644 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 15108 members 
Mstep: Class 13 contains 44322 members 
Mstep: Class 14 contains 17249 members 
Mstep: Class 16 contains 17456 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 19225 members 
Mstep: Class 19 contains 9721 members 
Mstep: Class 20 contains 357 members 
Mstep: Class 21 contains 1707 members 
Mstep: Class 22 contains 5807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122145888.000000 Penalty: 68039.789062
Iteration 38Q: 21 clusters Score -1.221459e+08 nChanged 3355
Entering ConstructFrom: 
Score: -122145888.000000 Penalty: 68039.789062
Entering ConstructFrom: 
Trying to split cluster 1 (16198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Entering Unmasked Estep 
Score: -2119873.500000 Penalty: 2403.775391
	Iteration 0F: 2 clusters Score -2119874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -2108327.000000 Penalty: 4807.550781
	Iteration 0F: 3 clusters Score -2108327 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2112406.250000 Penalty: 4807.550781
	Iteration 1F: 3 clusters Score -2112406 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2113395.750000 Penalty: 4807.550781
	Iteration 2F: 3 clusters Score -2113396 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2114557.500000 Penalty: 4807.550781
	Iteration 3F: 3 clusters Score -2114558 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2115635.500000 Penalty: 4807.550781
	Iteration 4F: 3 clusters Score -2115636 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2116466.750000 Penalty: 4807.550781
	Iteration 5F: 3 clusters Score -2116467 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2117118.000000 Penalty: 4807.550781
	Iteration 6F: 3 clusters Score -2117118 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2117632.500000 Penalty: 4807.550781
	Iteration 7Q: 3 clusters Score -2117632 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -2118106.250000 Penalty: 4807.550781
	Iteration 8Q: 3 clusters Score -2118106 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -2118495.250000 Penalty: 4807.550781
	Iteration 9Q: 3 clusters Score -2118495 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2118795.500000 Penalty: 4807.550781
	Iteration 10Q: 3 clusters Score -2118796 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -2119060.750000 Penalty: 4807.550781
	Iteration 11Q: 3 clusters Score -2119061 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2119264.500000 Penalty: 4807.550781
	Iteration 12Q: 3 clusters Score -2119264 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2119444.750000 Penalty: 4807.550781
	Iteration 13Q: 3 clusters Score -2119445 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2119621.750000 Penalty: 4807.550781
	Iteration 14Q: 3 clusters Score -2119622 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2119807.750000 Penalty: 4807.550781
	Iteration 15Q: 3 clusters Score -2119808 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -2119980.250000 Penalty: 4807.550781
	Iteration 16Q: 3 clusters Score -2119980 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -2120155.250000 Penalty: 4807.550781
	Iteration 17Q: 3 clusters Score -2120155 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2120330.500000 Penalty: 4807.550781
	Iteration 18Q: 3 clusters Score -2120330 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2120460.000000 Penalty: 4807.550781
	Iteration 19Q: 3 clusters Score -2120460 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2120548.500000 Penalty: 4807.550781
	Iteration 20F: 3 clusters Score -2120548 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2120608.000000 Penalty: 4807.550781
	Iteration 21Q: 3 clusters Score -2120608 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2120657.750000 Penalty: 4807.550781
	Iteration 22Q: 3 clusters Score -2120658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2120693.000000 Penalty: 4807.550781
	Iteration 23Q: 3 clusters Score -2120693 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -2120717.500000 Penalty: 4807.550781
	Iteration 24Q: 3 clusters Score -2120718 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2120740.000000 Penalty: 4807.550781
	Iteration 25Q: 3 clusters Score -2120740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2120758.000000 Penalty: 4807.550781
	Iteration 26Q: 3 clusters Score -2120758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2120781.500000 Penalty: 4807.550781
	Iteration 27Q: 3 clusters Score -2120782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2120808.250000 Penalty: 4807.550781
	Iteration 28Q: 3 clusters Score -2120808 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2120811.500000 Penalty: 4807.550781
	Iteration 29Q: 3 clusters Score -2120812 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2120824.250000 Penalty: 4807.550781
	Iteration 30Q: 3 clusters Score -2120824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2120846.500000 Penalty: 4807.550781
	Iteration 31Q: 3 clusters Score -2120846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2120859.000000 Penalty: 4807.550781
	Iteration 32Q: 3 clusters Score -2120859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2120874.000000 Penalty: 4807.550781
	Iteration 33Q: 3 clusters Score -2120874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2120885.000000 Penalty: 4807.550781
	Iteration 34Q: 3 clusters Score -2120885 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2120902.750000 Penalty: 4807.550781
	Iteration 35Q: 3 clusters Score -2120903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2120944.500000 Penalty: 4807.550781
	Iteration 36Q: 3 clusters Score -2120944 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2120997.500000 Penalty: 4807.550781
	Iteration 37Q: 3 clusters Score -2120998 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2121132.750000 Penalty: 4807.550781
	Iteration 38Q: 3 clusters Score -2121133 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2121330.250000 Penalty: 4807.550781
	Iteration 39Q: 3 clusters Score -2121330 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2121443.500000 Penalty: 4807.550781
	Iteration 40F: 3 clusters Score -2121444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2121510.250000 Penalty: 4807.550781
	Iteration 41Q: 3 clusters Score -2121510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2121539.000000 Penalty: 4807.550781
	Iteration 42Q: 3 clusters Score -2121539 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2121552.500000 Penalty: 4807.550781
	Iteration 43Q: 3 clusters Score -2121552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -2121567.000000 Penalty: 4807.550781
	Iteration 44Q: 3 clusters Score -2121567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2121569.750000 Penalty: 4807.550781
	Iteration 45Q: 3 clusters Score -2121570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2121582.750000 Penalty: 4807.550781
	Iteration 46Q: 3 clusters Score -2121583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2121585.500000 Penalty: 4807.550781
	Iteration 47Q: 3 clusters Score -2121586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -2121589.500000 Penalty: 4807.550781
	Iteration 48Q: 3 clusters Score -2121590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2121594.250000 Penalty: 4807.550781
	Iteration 49Q: 3 clusters Score -2121594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2121599.750000 Penalty: 4807.550781
	Iteration 50Q: 3 clusters Score -2121600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -2121602.000000 Penalty: 4807.550781
	Iteration 51Q: 3 clusters Score -2121602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2121598.000000 Penalty: 4807.550781
	Iteration 52Q: 3 clusters Score -2121598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2121600.750000 Penalty: 4807.550781
	Iteration 53Q: 3 clusters Score -2121601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -2121599.250000 Penalty: 4807.550781
	Iteration 54Q: 3 clusters Score -2121599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2121599.500000 Penalty: 4807.550781
	Iteration 55Q: 3 clusters Score -2121600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2121599.500000 Penalty: 4807.550781
	Iteration 56F: 3 clusters Score -2121600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 185873 members 
Mstep: Class 3 contains 40030 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 863 members 
Mstep: Class 6 contains 50210 members 
Mstep: Class 7 contains 115809 members 
Mstep: Class 8 contains 76870 members 
Mstep: Class 9 contains 274519 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 15123 members 
Mstep: Class 13 contains 44219 members 
Mstep: Class 14 contains 17435 members 
Mstep: Class 16 contains 17263 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 9693 members 
Mstep: Class 20 contains 353 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 5572 members 
Entering Unmasked Estep 
Score: -122147200.000000 Penalty: 71441.781250
Splitting cluster 1 changes total score from -122145888.000000 to -122147200.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 2 (185873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185873 members 
Entering Unmasked Estep 
Score: -25289262.000000 Penalty: 3008.939209
	Iteration 0F: 2 clusters Score -2.528926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92851 members 
Mstep: Class 2 contains 93022 members 
Entering Unmasked Estep 
Score: -25170954.000000 Penalty: 6017.878418
	Iteration 0F: 3 clusters Score -2.517095e+07 nChanged 89202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89599 members 
Mstep: Class 2 contains 96274 members 
Entering Unmasked Estep 
Score: -25224142.000000 Penalty: 6017.878418
	Iteration 1F: 3 clusters Score -2.522414e+07 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87137 members 
Mstep: Class 2 contains 98736 members 
Entering Unmasked Estep 
Score: -25227388.000000 Penalty: 6017.878418
	Iteration 2Q: 3 clusters Score -2.522739e+07 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83458 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -25232718.000000 Penalty: 6017.878418
	Iteration 3F: 3 clusters Score -2.523272e+07 nChanged 12111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78813 members 
Mstep: Class 2 contains 107060 members 
Entering Unmasked Estep 
Score: -25240534.000000 Penalty: 6017.878418
	Iteration 4F: 3 clusters Score -2.524053e+07 nChanged 13536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73835 members 
Mstep: Class 2 contains 112038 members 
Entering Unmasked Estep 
Score: -25249868.000000 Penalty: 6017.878418
	Iteration 5F: 3 clusters Score -2.524987e+07 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69300 members 
Mstep: Class 2 contains 116573 members 
Entering Unmasked Estep 
Score: -25257952.000000 Penalty: 6017.878418
	Iteration 6F: 3 clusters Score -2.525795e+07 nChanged 11131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 120572 members 
Entering Unmasked Estep 
Score: -25264000.000000 Penalty: 6017.878418
	Iteration 7F: 3 clusters Score -2.5264e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61732 members 
Mstep: Class 2 contains 124141 members 
Entering Unmasked Estep 
Score: -25267868.000000 Penalty: 6017.878418
	Iteration 8Q: 3 clusters Score -2.526787e+07 nChanged 6949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 127504 members 
Entering Unmasked Estep 
Score: -25270630.000000 Penalty: 6017.878418
	Iteration 9Q: 3 clusters Score -2.527063e+07 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 130725 members 
Entering Unmasked Estep 
Score: -25272796.000000 Penalty: 6017.878418
	Iteration 10Q: 3 clusters Score -2.52728e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 133654 members 
Entering Unmasked Estep 
Score: -25274642.000000 Penalty: 6017.878418
	Iteration 11Q: 3 clusters Score -2.527464e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 136372 members 
Entering Unmasked Estep 
Score: -25276578.000000 Penalty: 6017.878418
	Iteration 12Q: 3 clusters Score -2.527658e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 138930 members 
Entering Unmasked Estep 
Score: -25278018.000000 Penalty: 6017.878418
	Iteration 13Q: 3 clusters Score -2.527802e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 141451 members 
Entering Unmasked Estep 
Score: -25279420.000000 Penalty: 6017.878418
	Iteration 14Q: 3 clusters Score -2.527942e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 143927 members 
Entering Unmasked Estep 
Score: -25280444.000000 Penalty: 6017.878418
	Iteration 15Q: 3 clusters Score -2.528044e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 146310 members 
Entering Unmasked Estep 
Score: -25281242.000000 Penalty: 6017.878418
	Iteration 16Q: 3 clusters Score -2.528124e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 148538 members 
Entering Unmasked Estep 
Score: -25281870.000000 Penalty: 6017.878418
	Iteration 17Q: 3 clusters Score -2.528187e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 150624 members 
Entering Unmasked Estep 
Score: -25282298.000000 Penalty: 6017.878418
	Iteration 18Q: 3 clusters Score -2.52823e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 152569 members 
Entering Unmasked Estep 
Score: -25282874.000000 Penalty: 6017.878418
	Iteration 19Q: 3 clusters Score -2.528287e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 154431 members 
Entering Unmasked Estep 
Score: -25283424.000000 Penalty: 6017.878418
	Iteration 20F: 3 clusters Score -2.528342e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 156149 members 
Entering Unmasked Estep 
Score: -25283936.000000 Penalty: 6017.878418
	Iteration 21Q: 3 clusters Score -2.528394e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 157793 members 
Entering Unmasked Estep 
Score: -25284440.000000 Penalty: 6017.878418
	Iteration 22Q: 3 clusters Score -2.528444e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 159368 members 
Entering Unmasked Estep 
Score: -25285038.000000 Penalty: 6017.878418
	Iteration 23Q: 3 clusters Score -2.528504e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 160853 members 
Entering Unmasked Estep 
Score: -25285596.000000 Penalty: 6017.878418
	Iteration 24Q: 3 clusters Score -2.52856e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 162173 members 
Entering Unmasked Estep 
Score: -25285956.000000 Penalty: 6017.878418
	Iteration 25Q: 3 clusters Score -2.528596e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 163499 members 
Entering Unmasked Estep 
Score: -25286434.000000 Penalty: 6017.878418
	Iteration 26Q: 3 clusters Score -2.528643e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 164751 members 
Entering Unmasked Estep 
Score: -25286768.000000 Penalty: 6017.878418
	Iteration 27Q: 3 clusters Score -2.528677e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 165852 members 
Entering Unmasked Estep 
Score: -25287042.000000 Penalty: 6017.878418
	Iteration 28Q: 3 clusters Score -2.528704e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 166859 members 
Entering Unmasked Estep 
Score: -25287302.000000 Penalty: 6017.878418
	Iteration 29Q: 3 clusters Score -2.52873e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 167769 members 
Entering Unmasked Estep 
Score: -25287378.000000 Penalty: 6017.878418
	Iteration 30Q: 3 clusters Score -2.528738e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 168609 members 
Entering Unmasked Estep 
Score: -25287584.000000 Penalty: 6017.878418
	Iteration 31Q: 3 clusters Score -2.528758e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 169388 members 
Entering Unmasked Estep 
Score: -25287798.000000 Penalty: 6017.878418
	Iteration 32Q: 3 clusters Score -2.52878e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 170106 members 
Entering Unmasked Estep 
Score: -25287952.000000 Penalty: 6017.878418
	Iteration 33Q: 3 clusters Score -2.528795e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 170770 members 
Entering Unmasked Estep 
Score: -25288046.000000 Penalty: 6017.878418
	Iteration 34Q: 3 clusters Score -2.528805e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 171415 members 
Entering Unmasked Estep 
Score: -25288196.000000 Penalty: 6017.878418
	Iteration 35Q: 3 clusters Score -2.52882e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 172051 members 
Entering Unmasked Estep 
Score: -25288288.000000 Penalty: 6017.878418
	Iteration 36Q: 3 clusters Score -2.528829e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 172637 members 
Entering Unmasked Estep 
Score: -25288346.000000 Penalty: 6017.878418
	Iteration 37Q: 3 clusters Score -2.528835e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 173211 members 
Entering Unmasked Estep 
Score: -25288382.000000 Penalty: 6017.878418
	Iteration 38Q: 3 clusters Score -2.528838e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 173740 members 
Entering Unmasked Estep 
Score: -25288410.000000 Penalty: 6017.878418
	Iteration 39Q: 3 clusters Score -2.528841e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 174268 members 
Entering Unmasked Estep 
Score: -25288582.000000 Penalty: 6017.878418
	Iteration 40F: 3 clusters Score -2.528858e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 174778 members 
Entering Unmasked Estep 
Score: -25288666.000000 Penalty: 6017.878418
	Iteration 41Q: 3 clusters Score -2.528867e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 175225 members 
Entering Unmasked Estep 
Score: -25288700.000000 Penalty: 6017.878418
	Iteration 42Q: 3 clusters Score -2.52887e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 175616 members 
Entering Unmasked Estep 
Score: -25288728.000000 Penalty: 6017.878418
	Iteration 43Q: 3 clusters Score -2.528873e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 175981 members 
Entering Unmasked Estep 
Score: -25288858.000000 Penalty: 6017.878418
	Iteration 44Q: 3 clusters Score -2.528886e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 176282 members 
Entering Unmasked Estep 
Score: -25288874.000000 Penalty: 6017.878418
	Iteration 45Q: 3 clusters Score -2.528887e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 176542 members 
Entering Unmasked Estep 
Score: -25288958.000000 Penalty: 6017.878418
	Iteration 46Q: 3 clusters Score -2.528896e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 176792 members 
Entering Unmasked Estep 
Score: -25288968.000000 Penalty: 6017.878418
	Iteration 47Q: 3 clusters Score -2.528897e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 177011 members 
Entering Unmasked Estep 
Score: -25288974.000000 Penalty: 6017.878418
	Iteration 48Q: 3 clusters Score -2.528897e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 177212 members 
Entering Unmasked Estep 
Score: -25289030.000000 Penalty: 6017.878418
	Iteration 49Q: 3 clusters Score -2.528903e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 177397 members 
Entering Unmasked Estep 
Score: -25288970.000000 Penalty: 6017.878418
	Iteration 50Q: 3 clusters Score -2.528897e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 177570 members 
Entering Unmasked Estep 
Score: -25289066.000000 Penalty: 6017.878418
	Iteration 51Q: 3 clusters Score -2.528907e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 177723 members 
Entering Unmasked Estep 
Score: -25289040.000000 Penalty: 6017.878418
	Iteration 52Q: 3 clusters Score -2.528904e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 177859 members 
Entering Unmasked Estep 
Score: -25289086.000000 Penalty: 6017.878418
	Iteration 53Q: 3 clusters Score -2.528909e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 177990 members 
Entering Unmasked Estep 
Score: -25289042.000000 Penalty: 6017.878418
	Iteration 54Q: 3 clusters Score -2.528904e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 178108 members 
Entering Unmasked Estep 
Score: -25289096.000000 Penalty: 6017.878418
	Iteration 55Q: 3 clusters Score -2.52891e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 178213 members 
Entering Unmasked Estep 
Score: -25289136.000000 Penalty: 6017.878418
	Iteration 56Q: 3 clusters Score -2.528914e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 178319 members 
Entering Unmasked Estep 
Score: -25289138.000000 Penalty: 6017.878418
	Iteration 57Q: 3 clusters Score -2.528914e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 178415 members 
Entering Unmasked Estep 
Score: -25289156.000000 Penalty: 6017.878418
	Iteration 58Q: 3 clusters Score -2.528916e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 178494 members 
Entering Unmasked Estep 
Score: -25289180.000000 Penalty: 6017.878418
	Iteration 59Q: 3 clusters Score -2.528918e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 178579 members 
Entering Unmasked Estep 
Score: -25289146.000000 Penalty: 6017.878418
	Iteration 60F: 3 clusters Score -2.528915e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 178646 members 
Entering Unmasked Estep 
Score: -25289182.000000 Penalty: 6017.878418
	Iteration 61Q: 3 clusters Score -2.528918e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 178697 members 
Entering Unmasked Estep 
Score: -25289212.000000 Penalty: 6017.878418
	Iteration 62Q: 3 clusters Score -2.528921e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 178744 members 
Entering Unmasked Estep 
Score: -25289244.000000 Penalty: 6017.878418
	Iteration 63Q: 3 clusters Score -2.528924e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 178778 members 
Entering Unmasked Estep 
Score: -25289248.000000 Penalty: 6017.878418
	Iteration 64Q: 3 clusters Score -2.528925e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 178814 members 
Entering Unmasked Estep 
Score: -25289240.000000 Penalty: 6017.878418
	Iteration 65Q: 3 clusters Score -2.528924e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 178841 members 
Entering Unmasked Estep 
Score: -25289236.000000 Penalty: 6017.878418
	Iteration 66Q: 3 clusters Score -2.528924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 178865 members 
Entering Unmasked Estep 
Score: -25289232.000000 Penalty: 6017.878418
	Iteration 67Q: 3 clusters Score -2.528923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 178888 members 
Entering Unmasked Estep 
Score: -25289218.000000 Penalty: 6017.878418
	Iteration 68Q: 3 clusters Score -2.528922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 178902 members 
Entering Unmasked Estep 
Score: -25289228.000000 Penalty: 6017.878418
	Iteration 69Q: 3 clusters Score -2.528923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 178916 members 
Entering Unmasked Estep 
Score: -25289216.000000 Penalty: 6017.878418
	Iteration 70Q: 3 clusters Score -2.528922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 178932 members 
Entering Unmasked Estep 
Score: -25289200.000000 Penalty: 6017.878418
	Iteration 71Q: 3 clusters Score -2.52892e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 178948 members 
Entering Unmasked Estep 
Score: -25289188.000000 Penalty: 6017.878418
	Iteration 72Q: 3 clusters Score -2.528919e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 178962 members 
Entering Unmasked Estep 
Score: -25289194.000000 Penalty: 6017.878418
	Iteration 73Q: 3 clusters Score -2.528919e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 178976 members 
Entering Unmasked Estep 
Score: -25289198.000000 Penalty: 6017.878418
	Iteration 74Q: 3 clusters Score -2.52892e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 178982 members 
Entering Unmasked Estep 
Score: -25289208.000000 Penalty: 6017.878418
	Iteration 75Q: 3 clusters Score -2.528921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 178988 members 
Entering Unmasked Estep 
Score: -25289196.000000 Penalty: 6017.878418
	Iteration 76Q: 3 clusters Score -2.52892e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 178998 members 
Entering Unmasked Estep 
Score: -25289200.000000 Penalty: 6017.878418
	Iteration 77Q: 3 clusters Score -2.52892e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 179005 members 
Entering Unmasked Estep 
Score: -25289214.000000 Penalty: 6017.878418
	Iteration 78Q: 3 clusters Score -2.528921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 179012 members 
Entering Unmasked Estep 
Score: -25289214.000000 Penalty: 6017.878418
	Iteration 79Q: 3 clusters Score -2.528921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 179016 members 
Entering Unmasked Estep 
Score: -25289206.000000 Penalty: 6017.878418
	Iteration 80F: 3 clusters Score -2.528921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 179019 members 
Entering Unmasked Estep 
Score: -25289196.000000 Penalty: 6017.878418
	Iteration 81Q: 3 clusters Score -2.52892e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 179025 members 
Entering Unmasked Estep 
Score: -25289192.000000 Penalty: 6017.878418
	Iteration 82Q: 3 clusters Score -2.528919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 179031 members 
Entering Unmasked Estep 
Score: -25289192.000000 Penalty: 6017.878418
	Iteration 83Q: 3 clusters Score -2.528919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 179034 members 
Entering Unmasked Estep 
Score: -25289196.000000 Penalty: 6017.878418
	Iteration 84Q: 3 clusters Score -2.52892e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 179034 members 
Entering Unmasked Estep 
Score: -25289196.000000 Penalty: 6017.878418
	Iteration 85F: 3 clusters Score -2.52892e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Entering Unmasked Estep 
Score: -5398344.000000 Penalty: 2628.151367
	Iteration 0F: 2 clusters Score -5398344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -5371164.000000 Penalty: 5256.302734
	Iteration 0F: 3 clusters Score -5371164 nChanged 18230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -5381612.500000 Penalty: 5256.302734
	Iteration 1F: 3 clusters Score -5381612 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -5382874.000000 Penalty: 5256.302734
	Iteration 2F: 3 clusters Score -5382874 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -5384630.000000 Penalty: 5256.302734
	Iteration 3F: 3 clusters Score -5384630 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -5386915.000000 Penalty: 5256.302734
	Iteration 4F: 3 clusters Score -5386915 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 25079 members 
Entering Unmasked Estep 
Score: -5389338.000000 Penalty: 5256.302734
	Iteration 5F: 3 clusters Score -5389338 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -5391410.500000 Penalty: 5256.302734
	Iteration 6F: 3 clusters Score -5391410 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -5393065.500000 Penalty: 5256.302734
	Iteration 7F: 3 clusters Score -5393066 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -5394369.000000 Penalty: 5256.302734
	Iteration 8Q: 3 clusters Score -5394369 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -5395236.500000 Penalty: 5256.302734
	Iteration 9Q: 3 clusters Score -5395236 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -5395808.000000 Penalty: 5256.302734
	Iteration 10Q: 3 clusters Score -5395808 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -5396254.000000 Penalty: 5256.302734
	Iteration 11Q: 3 clusters Score -5396254 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -5396616.000000 Penalty: 5256.302734
	Iteration 12Q: 3 clusters Score -5396616 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -5396860.500000 Penalty: 5256.302734
	Iteration 13Q: 3 clusters Score -5396860 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -5397037.000000 Penalty: 5256.302734
	Iteration 14Q: 3 clusters Score -5397037 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -5397212.500000 Penalty: 5256.302734
	Iteration 15Q: 3 clusters Score -5397212 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 32476 members 
Entering Unmasked Estep 
Score: -5397290.000000 Penalty: 5256.302734
	Iteration 16Q: 3 clusters Score -5397290 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -5397362.500000 Penalty: 5256.302734
	Iteration 17Q: 3 clusters Score -5397362 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -5397434.000000 Penalty: 5256.302734
	Iteration 18Q: 3 clusters Score -5397434 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -5397461.500000 Penalty: 5256.302734
	Iteration 19Q: 3 clusters Score -5397462 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -5397511.000000 Penalty: 5256.302734
	Iteration 20F: 3 clusters Score -5397511 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -5397529.500000 Penalty: 5256.302734
	Iteration 21Q: 3 clusters Score -5397530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -5397539.000000 Penalty: 5256.302734
	Iteration 22Q: 3 clusters Score -5397539 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -5397565.000000 Penalty: 5256.302734
	Iteration 23Q: 3 clusters Score -5397565 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -5397569.500000 Penalty: 5256.302734
	Iteration 24Q: 3 clusters Score -5397570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -5397575.500000 Penalty: 5256.302734
	Iteration 25Q: 3 clusters Score -5397576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 32810 members 
Entering Unmasked Estep 
Score: -5397571.000000 Penalty: 5256.302734
	Iteration 26Q: 3 clusters Score -5397571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -5397575.000000 Penalty: 5256.302734
	Iteration 27Q: 3 clusters Score -5397575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -5397578.000000 Penalty: 5256.302734
	Iteration 28Q: 3 clusters Score -5397578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 32850 members 
Entering Unmasked Estep 
Score: -5397577.000000 Penalty: 5256.302734
	Iteration 29Q: 3 clusters Score -5397577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -5397578.000000 Penalty: 5256.302734
	Iteration 30Q: 3 clusters Score -5397578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -5397583.500000 Penalty: 5256.302734
	Iteration 31Q: 3 clusters Score -5397584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -5397586.000000 Penalty: 5256.302734
	Iteration 32Q: 3 clusters Score -5397586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -5397586.000000 Penalty: 5256.302734
	Iteration 33Q: 3 clusters Score -5397586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -5397590.500000 Penalty: 5256.302734
	Iteration 34Q: 3 clusters Score -5397590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -5397590.500000 Penalty: 5256.302734
	Iteration 35Q: 3 clusters Score -5397590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -5397591.500000 Penalty: 5256.302734
	Iteration 36Q: 3 clusters Score -5397592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -5397595.000000 Penalty: 5256.302734
	Iteration 37Q: 3 clusters Score -5397595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -5397593.500000 Penalty: 5256.302734
	Iteration 38Q: 3 clusters Score -5397594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -5397593.000000 Penalty: 5256.302734
	Iteration 39Q: 3 clusters Score -5397593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -5397593.000000 Penalty: 5256.302734
	Iteration 40F: 3 clusters Score -5397593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Entering Unmasked Estep 
Score: -1088437.875000 Penalty: 2242.660400
	Iteration 0F: 2 clusters Score -1088438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -1081804.500000 Penalty: 4485.320801
	Iteration 0F: 3 clusters Score -1081804 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1083903.000000 Penalty: 4485.320801
	Iteration 1F: 3 clusters Score -1083903 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1084433.500000 Penalty: 4485.320801
	Iteration 2F: 3 clusters Score -1084434 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1084937.625000 Penalty: 4485.320801
	Iteration 3F: 3 clusters Score -1084938 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1085337.875000 Penalty: 4485.320801
	Iteration 4F: 3 clusters Score -1085338 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1085628.250000 Penalty: 4485.320801
	Iteration 5F: 3 clusters Score -1085628 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1085871.375000 Penalty: 4485.320801
	Iteration 6Q: 3 clusters Score -1085871 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1086061.125000 Penalty: 4485.320801
	Iteration 7Q: 3 clusters Score -1086061 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1086220.625000 Penalty: 4485.320801
	Iteration 8Q: 3 clusters Score -1086221 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1086384.750000 Penalty: 4485.320801
	Iteration 9Q: 3 clusters Score -1086385 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1086585.500000 Penalty: 4485.320801
	Iteration 10Q: 3 clusters Score -1086586 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1086776.250000 Penalty: 4485.320801
	Iteration 11Q: 3 clusters Score -1086776 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -1086941.000000 Penalty: 4485.320801
	Iteration 12Q: 3 clusters Score -1086941 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1087062.875000 Penalty: 4485.320801
	Iteration 13Q: 3 clusters Score -1087063 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1087148.125000 Penalty: 4485.320801
	Iteration 14Q: 3 clusters Score -1087148 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1087219.625000 Penalty: 4485.320801
	Iteration 15Q: 3 clusters Score -1087220 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1087269.625000 Penalty: 4485.320801
	Iteration 16Q: 3 clusters Score -1087270 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1087305.250000 Penalty: 4485.320801
	Iteration 17Q: 3 clusters Score -1087305 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1087338.750000 Penalty: 4485.320801
	Iteration 18Q: 3 clusters Score -1087339 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1087372.125000 Penalty: 4485.320801
	Iteration 19Q: 3 clusters Score -1087372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1087402.750000 Penalty: 4485.320801
	Iteration 20F: 3 clusters Score -1087403 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1087423.125000 Penalty: 4485.320801
	Iteration 21Q: 3 clusters Score -1087423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1087442.000000 Penalty: 4485.320801
	Iteration 22Q: 3 clusters Score -1087442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1087456.625000 Penalty: 4485.320801
	Iteration 23Q: 3 clusters Score -1087457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1087476.000000 Penalty: 4485.320801
	Iteration 24Q: 3 clusters Score -1087476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1087495.375000 Penalty: 4485.320801
	Iteration 25Q: 3 clusters Score -1087495 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1087510.625000 Penalty: 4485.320801
	Iteration 26Q: 3 clusters Score -1087511 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1087519.125000 Penalty: 4485.320801
	Iteration 27Q: 3 clusters Score -1087519 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1087527.750000 Penalty: 4485.320801
	Iteration 28Q: 3 clusters Score -1087528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1087531.125000 Penalty: 4485.320801
	Iteration 29Q: 3 clusters Score -1087531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1087534.750000 Penalty: 4485.320801
	Iteration 30Q: 3 clusters Score -1087535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1087534.250000 Penalty: 4485.320801
	Iteration 31Q: 3 clusters Score -1087534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1087539.500000 Penalty: 4485.320801
	Iteration 32Q: 3 clusters Score -1087540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1087541.000000 Penalty: 4485.320801
	Iteration 33Q: 3 clusters Score -1087541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1087541.750000 Penalty: 4485.320801
	Iteration 34Q: 3 clusters Score -1087542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1087546.125000 Penalty: 4485.320801
	Iteration 35Q: 3 clusters Score -1087546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1087545.625000 Penalty: 4485.320801
	Iteration 36Q: 3 clusters Score -1087546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1087545.000000 Penalty: 4485.320801
	Iteration 37Q: 3 clusters Score -1087545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1087547.000000 Penalty: 4485.320801
	Iteration 38Q: 3 clusters Score -1087547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1087546.875000 Penalty: 4485.320801
	Iteration 39Q: 3 clusters Score -1087547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1087551.375000 Penalty: 4485.320801
	Iteration 40F: 3 clusters Score -1087551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1087552.250000 Penalty: 4485.320801
	Iteration 41Q: 3 clusters Score -1087552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1087554.500000 Penalty: 4485.320801
	Iteration 42Q: 3 clusters Score -1087554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1087555.625000 Penalty: 4485.320801
	Iteration 43Q: 3 clusters Score -1087556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1087555.000000 Penalty: 4485.320801
	Iteration 44Q: 3 clusters Score -1087555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1087555.000000 Penalty: 4485.320801
	Iteration 45F: 3 clusters Score -1087555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Entering Unmasked Estep 
Score: -98890.648438 Penalty: 1676.582764
	Iteration 0F: 2 clusters Score -98890.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -97273.125000 Penalty: 3353.165527
	Iteration 0F: 3 clusters Score -97273.12 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -98043.734375 Penalty: 3353.165527
	Iteration 1F: 3 clusters Score -98043.73 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -98563.210938 Penalty: 3353.165527
	Iteration 2F: 3 clusters Score -98563.21 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -99085.539062 Penalty: 3353.165527
	Iteration 3F: 3 clusters Score -99085.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -99550.914062 Penalty: 3353.165527
	Iteration 4F: 3 clusters Score -99550.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -99736.398438 Penalty: 3353.165527
	Iteration 5Q: 3 clusters Score -99736.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -99790.492188 Penalty: 3353.165527
	Iteration 6Q: 3 clusters Score -99790.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99923.671875 Penalty: 3353.165527
	Iteration 7Q: 3 clusters Score -99923.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -100134.960938 Penalty: 3353.165527
	Iteration 8Q: 3 clusters Score -100135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -100316.078125 Penalty: 3353.165527
	Iteration 9Q: 3 clusters Score -100316.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -100363.250000 Penalty: 3353.165527
	Iteration 10Q: 3 clusters Score -100363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -100378.257812 Penalty: 3353.165527
	Iteration 11Q: 3 clusters Score -100378.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -100379.093750 Penalty: 3353.165527
	Iteration 12Q: 3 clusters Score -100379.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -100427.289062 Penalty: 3353.165527
	Iteration 13F: 3 clusters Score -100427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -100706.117188 Penalty: 3353.165527
	Iteration 14Q: 3 clusters Score -100706.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -101311.171875 Penalty: 3353.165527
	Iteration 15Q: 3 clusters Score -101311.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -101319.445312 Penalty: 3353.165527
	Iteration 16Q: 3 clusters Score -101319.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -101319.445312 Penalty: 3353.165527
	Iteration 17F: 3 clusters Score -101319.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 185873 members 
Mstep: Class 3 contains 40030 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 50210 members 
Mstep: Class 7 contains 115809 members 
Mstep: Class 8 contains 76870 members 
Mstep: Class 9 contains 274519 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 15123 members 
Mstep: Class 13 contains 44219 members 
Mstep: Class 14 contains 17435 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 17263 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 9693 members 
Mstep: Class 20 contains 353 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 5572 members 
Entering Unmasked Estep 
Score: -122147728.000000 Penalty: 74843.773438
Splitting cluster 5 changes total score from -122145888.000000 to -122147728.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 6 (50210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Entering Unmasked Estep 
Score: -6857524.500000 Penalty: 2684.344482
	Iteration 0F: 2 clusters Score -6857524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -6824034.500000 Penalty: 5368.688965
	Iteration 0F: 3 clusters Score -6824034 nChanged 23231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -6839027.000000 Penalty: 5368.688965
	Iteration 1F: 3 clusters Score -6839027 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -6843209.000000 Penalty: 5368.688965
	Iteration 2F: 3 clusters Score -6843209 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30512 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -6848532.000000 Penalty: 5368.688965
	Iteration 3F: 3 clusters Score -6848532 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -6852370.500000 Penalty: 5368.688965
	Iteration 4F: 3 clusters Score -6852370 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -6854487.000000 Penalty: 5368.688965
	Iteration 5F: 3 clusters Score -6854487 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -6855470.500000 Penalty: 5368.688965
	Iteration 6Q: 3 clusters Score -6855470 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -6856105.500000 Penalty: 5368.688965
	Iteration 7Q: 3 clusters Score -6856106 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -6856585.000000 Penalty: 5368.688965
	Iteration 8Q: 3 clusters Score -6856585 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -6856990.000000 Penalty: 5368.688965
	Iteration 9Q: 3 clusters Score -6856990 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -6857449.000000 Penalty: 5368.688965
	Iteration 10Q: 3 clusters Score -6857449 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -6857924.500000 Penalty: 5368.688965
	Iteration 11Q: 3 clusters Score -6857924 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -6858331.500000 Penalty: 5368.688965
	Iteration 12Q: 3 clusters Score -6858332 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -6858708.500000 Penalty: 5368.688965
	Iteration 13Q: 3 clusters Score -6858708 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -6859058.500000 Penalty: 5368.688965
	Iteration 14Q: 3 clusters Score -6859058 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -6859401.000000 Penalty: 5368.688965
	Iteration 15Q: 3 clusters Score -6859401 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -6859673.500000 Penalty: 5368.688965
	Iteration 16Q: 3 clusters Score -6859674 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -6859862.000000 Penalty: 5368.688965
	Iteration 17Q: 3 clusters Score -6859862 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -6860014.000000 Penalty: 5368.688965
	Iteration 18Q: 3 clusters Score -6860014 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46294 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -6860124.500000 Penalty: 5368.688965
	Iteration 19Q: 3 clusters Score -6860124 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -6860206.500000 Penalty: 5368.688965
	Iteration 20F: 3 clusters Score -6860206 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -6860273.500000 Penalty: 5368.688965
	Iteration 21Q: 3 clusters Score -6860274 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6860340.000000 Penalty: 5368.688965
	Iteration 22Q: 3 clusters Score -6860340 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -6860348.500000 Penalty: 5368.688965
	Iteration 23Q: 3 clusters Score -6860348 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46930 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -6860365.000000 Penalty: 5368.688965
	Iteration 24Q: 3 clusters Score -6860365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -6860372.500000 Penalty: 5368.688965
	Iteration 25Q: 3 clusters Score -6860372 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6860389.000000 Penalty: 5368.688965
	Iteration 26Q: 3 clusters Score -6860389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6860393.000000 Penalty: 5368.688965
	Iteration 27Q: 3 clusters Score -6860393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -6860393.000000 Penalty: 5368.688965
	Iteration 28Q: 3 clusters Score -6860393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6860403.500000 Penalty: 5368.688965
	Iteration 29Q: 3 clusters Score -6860404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6860405.000000 Penalty: 5368.688965
	Iteration 30Q: 3 clusters Score -6860405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -6860404.500000 Penalty: 5368.688965
	Iteration 31Q: 3 clusters Score -6860404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -6860396.000000 Penalty: 5368.688965
	Iteration 32Q: 3 clusters Score -6860396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6860405.000000 Penalty: 5368.688965
	Iteration 33Q: 3 clusters Score -6860405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -6860402.000000 Penalty: 5368.688965
	Iteration 34Q: 3 clusters Score -6860402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -6860409.000000 Penalty: 5368.688965
	Iteration 35Q: 3 clusters Score -6860409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -6860414.500000 Penalty: 5368.688965
	Iteration 36Q: 3 clusters Score -6860414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -6860415.000000 Penalty: 5368.688965
	Iteration 37Q: 3 clusters Score -6860415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47184 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6860406.500000 Penalty: 5368.688965
	Iteration 38Q: 3 clusters Score -6860406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47189 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -6860409.000000 Penalty: 5368.688965
	Iteration 39Q: 3 clusters Score -6860409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -6860408.500000 Penalty: 5368.688965
	Iteration 40F: 3 clusters Score -6860408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47195 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6860410.000000 Penalty: 5368.688965
	Iteration 41Q: 3 clusters Score -6860410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -6860412.000000 Penalty: 5368.688965
	Iteration 42Q: 3 clusters Score -6860412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6860415.000000 Penalty: 5368.688965
	Iteration 43Q: 3 clusters Score -6860415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -6860411.500000 Penalty: 5368.688965
	Iteration 44Q: 3 clusters Score -6860412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -6860415.500000 Penalty: 5368.688965
	Iteration 45Q: 3 clusters Score -6860416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -6860412.500000 Penalty: 5368.688965
	Iteration 46Q: 3 clusters Score -6860412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -6860419.500000 Penalty: 5368.688965
	Iteration 47Q: 3 clusters Score -6860420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -6860418.000000 Penalty: 5368.688965
	Iteration 48Q: 3 clusters Score -6860418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6860419.500000 Penalty: 5368.688965
	Iteration 49Q: 3 clusters Score -6860420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -6860421.000000 Penalty: 5368.688965
	Iteration 50Q: 3 clusters Score -6860421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -6860419.500000 Penalty: 5368.688965
	Iteration 51Q: 3 clusters Score -6860420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6860420.500000 Penalty: 5368.688965
	Iteration 52Q: 3 clusters Score -6860420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -6860417.000000 Penalty: 5368.688965
	Iteration 53Q: 3 clusters Score -6860417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -6860421.000000 Penalty: 5368.688965
	Iteration 54Q: 3 clusters Score -6860421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -6860421.000000 Penalty: 5368.688965
	Iteration 55F: 3 clusters Score -6860421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 185873 members 
Mstep: Class 3 contains 40030 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 47221 members 
Mstep: Class 7 contains 115809 members 
Mstep: Class 8 contains 76870 members 
Mstep: Class 9 contains 274519 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 884 members 
Mstep: Class 12 contains 15123 members 
Mstep: Class 13 contains 44219 members 
Mstep: Class 14 contains 17435 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 17263 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 9693 members 
Mstep: Class 20 contains 353 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 5572 members 
Mstep: Class 23 contains 2989 members 
Entering Unmasked Estep 
Score: -122150856.000000 Penalty: 78245.757812
Splitting cluster 6 changes total score from -122145888.000000 to -122150856.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 7 (115809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115809 members 
Entering Unmasked Estep 
Score: -16024044.000000 Penalty: 2891.604980
	Iteration 0F: 2 clusters Score -1.602404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 57538 members 
Entering Unmasked Estep 
Score: -15946563.000000 Penalty: 5783.209961
	Iteration 0F: 3 clusters Score -1.594656e+07 nChanged 55139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62298 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -15978110.000000 Penalty: 5783.209961
	Iteration 1F: 3 clusters Score -1.597811e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 50639 members 
Entering Unmasked Estep 
Score: -15979672.000000 Penalty: 5783.209961
	Iteration 2Q: 3 clusters Score -1.597967e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69620 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -15982168.000000 Penalty: 5783.209961
	Iteration 3Q: 3 clusters Score -1.598217e+07 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76161 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -15986708.000000 Penalty: 5783.209961
	Iteration 4F: 3 clusters Score -1.598671e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 30874 members 
Entering Unmasked Estep 
Score: -15994238.000000 Penalty: 5783.209961
	Iteration 5F: 3 clusters Score -1.599424e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -16004108.000000 Penalty: 5783.209961
	Iteration 6F: 3 clusters Score -1.600411e+07 nChanged 8736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103151 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -16012590.000000 Penalty: 5783.209961
	Iteration 7F: 3 clusters Score -1.601259e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108373 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -16017545.000000 Penalty: 5783.209961
	Iteration 8Q: 3 clusters Score -1.601754e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111070 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -16019960.000000 Penalty: 5783.209961
	Iteration 9Q: 3 clusters Score -1.601996e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112381 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -16021185.000000 Penalty: 5783.209961
	Iteration 10Q: 3 clusters Score -1.602118e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113019 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -16021768.000000 Penalty: 5783.209961
	Iteration 11Q: 3 clusters Score -1.602177e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113330 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -16021978.000000 Penalty: 5783.209961
	Iteration 12Q: 3 clusters Score -1.602198e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113521 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -16022038.000000 Penalty: 5783.209961
	Iteration 13Q: 3 clusters Score -1.602204e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113660 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -16022133.000000 Penalty: 5783.209961
	Iteration 14Q: 3 clusters Score -1.602213e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113751 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -16022170.000000 Penalty: 5783.209961
	Iteration 15Q: 3 clusters Score -1.602217e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113824 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -16022202.000000 Penalty: 5783.209961
	Iteration 16Q: 3 clusters Score -1.60222e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113879 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -16022236.000000 Penalty: 5783.209961
	Iteration 17Q: 3 clusters Score -1.602224e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113916 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -16022266.000000 Penalty: 5783.209961
	Iteration 18Q: 3 clusters Score -1.602227e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -16022299.000000 Penalty: 5783.209961
	Iteration 19Q: 3 clusters Score -1.60223e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113936 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -16022298.000000 Penalty: 5783.209961
	Iteration 20F: 3 clusters Score -1.60223e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113948 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -16022339.000000 Penalty: 5783.209961
	Iteration 21Q: 3 clusters Score -1.602234e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113969 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -16022345.000000 Penalty: 5783.209961
	Iteration 22Q: 3 clusters Score -1.602234e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113982 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -16022339.000000 Penalty: 5783.209961
	Iteration 23Q: 3 clusters Score -1.602234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113991 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -16022349.000000 Penalty: 5783.209961
	Iteration 24Q: 3 clusters Score -1.602235e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114000 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -16022336.000000 Penalty: 5783.209961
	Iteration 25Q: 3 clusters Score -1.602234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114008 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -16022343.000000 Penalty: 5783.209961
	Iteration 26Q: 3 clusters Score -1.602234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114012 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -16022339.000000 Penalty: 5783.209961
	Iteration 27Q: 3 clusters Score -1.602234e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114015 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -16022366.000000 Penalty: 5783.209961
	Iteration 28Q: 3 clusters Score -1.602237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114018 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -16022364.000000 Penalty: 5783.209961
	Iteration 29Q: 3 clusters Score -1.602236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114021 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -16022374.000000 Penalty: 5783.209961
	Iteration 30Q: 3 clusters Score -1.602237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -16022366.000000 Penalty: 5783.209961
	Iteration 31Q: 3 clusters Score -1.602237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114023 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -16022365.000000 Penalty: 5783.209961
	Iteration 32Q: 3 clusters Score -1.602236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114024 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -16022368.000000 Penalty: 5783.209961
	Iteration 33Q: 3 clusters Score -1.602237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114026 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -16022367.000000 Penalty: 5783.209961
	Iteration 34Q: 3 clusters Score -1.602237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114028 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -16022365.000000 Penalty: 5783.209961
	Iteration 35Q: 3 clusters Score -1.602236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114030 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -16022366.000000 Penalty: 5783.209961
	Iteration 36Q: 3 clusters Score -1.602237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114035 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -16022369.000000 Penalty: 5783.209961
	Iteration 37Q: 3 clusters Score -1.602237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114038 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -16022372.000000 Penalty: 5783.209961
	Iteration 38Q: 3 clusters Score -1.602237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114046 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -16022385.000000 Penalty: 5783.209961
	Iteration 39Q: 3 clusters Score -1.602238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114051 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -16022382.000000 Penalty: 5783.209961
	Iteration 40F: 3 clusters Score -1.602238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114057 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -16022387.000000 Penalty: 5783.209961
	Iteration 41Q: 3 clusters Score -1.602239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114066 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -16022388.000000 Penalty: 5783.209961
	Iteration 42Q: 3 clusters Score -1.602239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114067 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -16022385.000000 Penalty: 5783.209961
	Iteration 43Q: 3 clusters Score -1.602238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114069 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -16022393.000000 Penalty: 5783.209961
	Iteration 44Q: 3 clusters Score -1.602239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114070 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -16022380.000000 Penalty: 5783.209961
	Iteration 45Q: 3 clusters Score -1.602238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -16022383.000000 Penalty: 5783.209961
	Iteration 46Q: 3 clusters Score -1.602238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114074 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -16022383.000000 Penalty: 5783.209961
	Iteration 47F: 3 clusters Score -1.602238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76870 members 
Entering Unmasked Estep 
Score: -10323812.000000 Penalty: 2789.968018
	Iteration 0F: 2 clusters Score -1.032381e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -10272049.000000 Penalty: 5579.936035
	Iteration 0F: 3 clusters Score -1.027205e+07 nChanged 36125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -10292534.000000 Penalty: 5579.936035
	Iteration 1F: 3 clusters Score -1.029253e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -10293382.000000 Penalty: 5579.936035
	Iteration 2Q: 3 clusters Score -1.029338e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -10294571.000000 Penalty: 5579.936035
	Iteration 3Q: 3 clusters Score -1.029457e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -10296599.000000 Penalty: 5579.936035
	Iteration 4F: 3 clusters Score -1.02966e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -10300157.000000 Penalty: 5579.936035
	Iteration 5F: 3 clusters Score -1.030016e+07 nChanged 6417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -10305685.000000 Penalty: 5579.936035
	Iteration 6F: 3 clusters Score -1.030568e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61942 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -10311603.000000 Penalty: 5579.936035
	Iteration 7F: 3 clusters Score -1.03116e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66038 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -10315987.000000 Penalty: 5579.936035
	Iteration 8F: 3 clusters Score -1.031599e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68353 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -10318551.000000 Penalty: 5579.936035
	Iteration 9Q: 3 clusters Score -1.031855e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -10319891.000000 Penalty: 5579.936035
	Iteration 10Q: 3 clusters Score -1.031989e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70181 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -10320517.000000 Penalty: 5579.936035
	Iteration 11Q: 3 clusters Score -1.032052e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70614 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -10320791.000000 Penalty: 5579.936035
	Iteration 12Q: 3 clusters Score -1.032079e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70949 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -10320969.000000 Penalty: 5579.936035
	Iteration 13Q: 3 clusters Score -1.032097e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71261 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -10321095.000000 Penalty: 5579.936035
	Iteration 14Q: 3 clusters Score -1.03211e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71510 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -10321225.000000 Penalty: 5579.936035
	Iteration 15Q: 3 clusters Score -1.032122e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71740 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -10321247.000000 Penalty: 5579.936035
	Iteration 16Q: 3 clusters Score -1.032125e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71930 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -10321282.000000 Penalty: 5579.936035
	Iteration 17Q: 3 clusters Score -1.032128e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72075 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -10321308.000000 Penalty: 5579.936035
	Iteration 18Q: 3 clusters Score -1.032131e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -10321344.000000 Penalty: 5579.936035
	Iteration 19Q: 3 clusters Score -1.032134e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72356 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -10321333.000000 Penalty: 5579.936035
	Iteration 20F: 3 clusters Score -1.032133e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72483 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -10321344.000000 Penalty: 5579.936035
	Iteration 21Q: 3 clusters Score -1.032134e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72602 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -10321384.000000 Penalty: 5579.936035
	Iteration 22Q: 3 clusters Score -1.032138e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72715 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -10321428.000000 Penalty: 5579.936035
	Iteration 23Q: 3 clusters Score -1.032143e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72844 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -10321449.000000 Penalty: 5579.936035
	Iteration 24Q: 3 clusters Score -1.032145e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72959 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -10321469.000000 Penalty: 5579.936035
	Iteration 25Q: 3 clusters Score -1.032147e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73072 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -10321496.000000 Penalty: 5579.936035
	Iteration 26Q: 3 clusters Score -1.03215e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -10321511.000000 Penalty: 5579.936035
	Iteration 27Q: 3 clusters Score -1.032151e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -10321514.000000 Penalty: 5579.936035
	Iteration 28Q: 3 clusters Score -1.032151e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73364 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -10321539.000000 Penalty: 5579.936035
	Iteration 29Q: 3 clusters Score -1.032154e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73426 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -10321527.000000 Penalty: 5579.936035
	Iteration 30Q: 3 clusters Score -1.032153e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73486 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -10321535.000000 Penalty: 5579.936035
	Iteration 31Q: 3 clusters Score -1.032154e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73536 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -10321541.000000 Penalty: 5579.936035
	Iteration 32Q: 3 clusters Score -1.032154e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -10321542.000000 Penalty: 5579.936035
	Iteration 33Q: 3 clusters Score -1.032154e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73629 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -10321549.000000 Penalty: 5579.936035
	Iteration 34Q: 3 clusters Score -1.032155e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73668 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -10321538.000000 Penalty: 5579.936035
	Iteration 35Q: 3 clusters Score -1.032154e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73696 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -10321539.000000 Penalty: 5579.936035
	Iteration 36Q: 3 clusters Score -1.032154e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73719 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -10321547.000000 Penalty: 5579.936035
	Iteration 37Q: 3 clusters Score -1.032155e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73748 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -10321562.000000 Penalty: 5579.936035
	Iteration 38Q: 3 clusters Score -1.032156e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73784 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -10321555.000000 Penalty: 5579.936035
	Iteration 39Q: 3 clusters Score -1.032156e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73819 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -10321573.000000 Penalty: 5579.936035
	Iteration 40F: 3 clusters Score -1.032157e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73857 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -10321568.000000 Penalty: 5579.936035
	Iteration 41Q: 3 clusters Score -1.032157e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73892 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -10321578.000000 Penalty: 5579.936035
	Iteration 42Q: 3 clusters Score -1.032158e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -10321592.000000 Penalty: 5579.936035
	Iteration 43Q: 3 clusters Score -1.032159e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73954 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -10321604.000000 Penalty: 5579.936035
	Iteration 44Q: 3 clusters Score -1.03216e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73975 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -10321597.000000 Penalty: 5579.936035
	Iteration 45Q: 3 clusters Score -1.03216e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73994 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -10321601.000000 Penalty: 5579.936035
	Iteration 46Q: 3 clusters Score -1.03216e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74016 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -10321623.000000 Penalty: 5579.936035
	Iteration 47Q: 3 clusters Score -1.032162e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74037 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -10321609.000000 Penalty: 5579.936035
	Iteration 48Q: 3 clusters Score -1.032161e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74057 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -10321623.000000 Penalty: 5579.936035
	Iteration 49Q: 3 clusters Score -1.032162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74080 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -10321625.000000 Penalty: 5579.936035
	Iteration 50Q: 3 clusters Score -1.032162e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74101 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -10321627.000000 Penalty: 5579.936035
	Iteration 51Q: 3 clusters Score -1.032163e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74129 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -10321620.000000 Penalty: 5579.936035
	Iteration 52Q: 3 clusters Score -1.032162e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74153 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -10321624.000000 Penalty: 5579.936035
	Iteration 53Q: 3 clusters Score -1.032162e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74166 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -10321630.000000 Penalty: 5579.936035
	Iteration 54Q: 3 clusters Score -1.032163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74180 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -10321629.000000 Penalty: 5579.936035
	Iteration 55Q: 3 clusters Score -1.032163e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74196 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -10321637.000000 Penalty: 5579.936035
	Iteration 56Q: 3 clusters Score -1.032164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74215 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -10321644.000000 Penalty: 5579.936035
	Iteration 57Q: 3 clusters Score -1.032164e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -10321661.000000 Penalty: 5579.936035
	Iteration 58Q: 3 clusters Score -1.032166e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74261 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -10321660.000000 Penalty: 5579.936035
	Iteration 59Q: 3 clusters Score -1.032166e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74282 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -10321670.000000 Penalty: 5579.936035
	Iteration 60F: 3 clusters Score -1.032167e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74304 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -10321667.000000 Penalty: 5579.936035
	Iteration 61Q: 3 clusters Score -1.032167e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74322 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -10321652.000000 Penalty: 5579.936035
	Iteration 62Q: 3 clusters Score -1.032165e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74333 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -10321656.000000 Penalty: 5579.936035
	Iteration 63Q: 3 clusters Score -1.032166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74342 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -10321663.000000 Penalty: 5579.936035
	Iteration 64Q: 3 clusters Score -1.032166e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74351 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -10321666.000000 Penalty: 5579.936035
	Iteration 65Q: 3 clusters Score -1.032167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74361 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -10321658.000000 Penalty: 5579.936035
	Iteration 66Q: 3 clusters Score -1.032166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74367 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -10321673.000000 Penalty: 5579.936035
	Iteration 67Q: 3 clusters Score -1.032167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74374 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -10321665.000000 Penalty: 5579.936035
	Iteration 68Q: 3 clusters Score -1.032166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74380 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -10321668.000000 Penalty: 5579.936035
	Iteration 69Q: 3 clusters Score -1.032167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74386 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -10321667.000000 Penalty: 5579.936035
	Iteration 70Q: 3 clusters Score -1.032167e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74396 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -10321663.000000 Penalty: 5579.936035
	Iteration 71Q: 3 clusters Score -1.032166e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -10321661.000000 Penalty: 5579.936035
	Iteration 72Q: 3 clusters Score -1.032166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -10321679.000000 Penalty: 5579.936035
	Iteration 73Q: 3 clusters Score -1.032168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74419 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -10321668.000000 Penalty: 5579.936035
	Iteration 74Q: 3 clusters Score -1.032167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74424 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -10321669.000000 Penalty: 5579.936035
	Iteration 75Q: 3 clusters Score -1.032167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74427 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -10321682.000000 Penalty: 5579.936035
	Iteration 76Q: 3 clusters Score -1.032168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -10321675.000000 Penalty: 5579.936035
	Iteration 77Q: 3 clusters Score -1.032168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74435 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -10321676.000000 Penalty: 5579.936035
	Iteration 78Q: 3 clusters Score -1.032168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -10321673.000000 Penalty: 5579.936035
	Iteration 79Q: 3 clusters Score -1.032167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -10321685.000000 Penalty: 5579.936035
	Iteration 80F: 3 clusters Score -1.032168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74442 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -10321674.000000 Penalty: 5579.936035
	Iteration 81Q: 3 clusters Score -1.032167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74443 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -10321674.000000 Penalty: 5579.936035
	Iteration 82Q: 3 clusters Score -1.032167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -10321675.000000 Penalty: 5579.936035
	Iteration 83Q: 3 clusters Score -1.032168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74446 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -10321669.000000 Penalty: 5579.936035
	Iteration 84Q: 3 clusters Score -1.032167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74447 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -10321673.000000 Penalty: 5579.936035
	Iteration 85Q: 3 clusters Score -1.032167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -10321670.000000 Penalty: 5579.936035
	Iteration 86Q: 3 clusters Score -1.032167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74453 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -10321669.000000 Penalty: 5579.936035
	Iteration 87Q: 3 clusters Score -1.032167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74454 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -10321671.000000 Penalty: 5579.936035
	Iteration 88Q: 3 clusters Score -1.032167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -10321672.000000 Penalty: 5579.936035
	Iteration 89Q: 3 clusters Score -1.032167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74455 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -10321672.000000 Penalty: 5579.936035
	Iteration 90F: 3 clusters Score -1.032167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (274519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274519 members 
Entering Unmasked Estep 
Score: -38337812.000000 Penalty: 3105.648438
	Iteration 0F: 2 clusters Score -3.833781e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137236 members 
Mstep: Class 2 contains 137283 members 
Entering Unmasked Estep 
Score: -38183904.000000 Penalty: 6211.296875
	Iteration 0F: 3 clusters Score -3.81839e+07 nChanged 132544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137250 members 
Mstep: Class 2 contains 137269 members 
Entering Unmasked Estep 
Score: -38261760.000000 Penalty: 6211.296875
	Iteration 1F: 3 clusters Score -3.826176e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138310 members 
Mstep: Class 2 contains 136209 members 
Entering Unmasked Estep 
Score: -38263316.000000 Penalty: 6211.296875
	Iteration 2Q: 3 clusters Score -3.826332e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140134 members 
Mstep: Class 2 contains 134385 members 
Entering Unmasked Estep 
Score: -38265176.000000 Penalty: 6211.296875
	Iteration 3Q: 3 clusters Score -3.826518e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143226 members 
Mstep: Class 2 contains 131293 members 
Entering Unmasked Estep 
Score: -38268708.000000 Penalty: 6211.296875
	Iteration 4Q: 3 clusters Score -3.826871e+07 nChanged 12697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147893 members 
Mstep: Class 2 contains 126626 members 
Entering Unmasked Estep 
Score: -38273940.000000 Penalty: 6211.296875
	Iteration 5Q: 3 clusters Score -3.827394e+07 nChanged 15354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153831 members 
Mstep: Class 2 contains 120688 members 
Entering Unmasked Estep 
Score: -38281556.000000 Penalty: 6211.296875
	Iteration 6F: 3 clusters Score -3.828156e+07 nChanged 17204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160815 members 
Mstep: Class 2 contains 113704 members 
Entering Unmasked Estep 
Score: -38290424.000000 Penalty: 6211.296875
	Iteration 7F: 3 clusters Score -3.829042e+07 nChanged 17322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168075 members 
Mstep: Class 2 contains 106444 members 
Entering Unmasked Estep 
Score: -38299768.000000 Penalty: 6211.296875
	Iteration 8F: 3 clusters Score -3.829977e+07 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175252 members 
Mstep: Class 2 contains 99267 members 
Entering Unmasked Estep 
Score: -38308008.000000 Penalty: 6211.296875
	Iteration 9F: 3 clusters Score -3.830801e+07 nChanged 13972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182374 members 
Mstep: Class 2 contains 92145 members 
Entering Unmasked Estep 
Score: -38315128.000000 Penalty: 6211.296875
	Iteration 10F: 3 clusters Score -3.831513e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188625 members 
Mstep: Class 2 contains 85894 members 
Entering Unmasked Estep 
Score: -38321036.000000 Penalty: 6211.296875
	Iteration 11Q: 3 clusters Score -3.832104e+07 nChanged 9502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194253 members 
Mstep: Class 2 contains 80266 members 
Entering Unmasked Estep 
Score: -38325952.000000 Penalty: 6211.296875
	Iteration 12Q: 3 clusters Score -3.832595e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199154 members 
Mstep: Class 2 contains 75365 members 
Entering Unmasked Estep 
Score: -38329532.000000 Penalty: 6211.296875
	Iteration 13Q: 3 clusters Score -3.832953e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203443 members 
Mstep: Class 2 contains 71076 members 
Entering Unmasked Estep 
Score: -38332276.000000 Penalty: 6211.296875
	Iteration 14Q: 3 clusters Score -3.833228e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207342 members 
Mstep: Class 2 contains 67177 members 
Entering Unmasked Estep 
Score: -38334008.000000 Penalty: 6211.296875
	Iteration 15Q: 3 clusters Score -3.833401e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211118 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -38335692.000000 Penalty: 6211.296875
	Iteration 16Q: 3 clusters Score -3.833569e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214786 members 
Mstep: Class 2 contains 59733 members 
Entering Unmasked Estep 
Score: -38336760.000000 Penalty: 6211.296875
	Iteration 17Q: 3 clusters Score -3.833676e+07 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218495 members 
Mstep: Class 2 contains 56024 members 
Entering Unmasked Estep 
Score: -38338080.000000 Penalty: 6211.296875
	Iteration 18Q: 3 clusters Score -3.833808e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222137 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -38339404.000000 Penalty: 6211.296875
	Iteration 19Q: 3 clusters Score -3.83394e+07 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225654 members 
Mstep: Class 2 contains 48865 members 
Entering Unmasked Estep 
Score: -38340600.000000 Penalty: 6211.296875
	Iteration 20F: 3 clusters Score -3.83406e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229096 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -38341596.000000 Penalty: 6211.296875
	Iteration 21Q: 3 clusters Score -3.83416e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232656 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -38342648.000000 Penalty: 6211.296875
	Iteration 22Q: 3 clusters Score -3.834265e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236522 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -38343536.000000 Penalty: 6211.296875
	Iteration 23Q: 3 clusters Score -3.834354e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240460 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -38345244.000000 Penalty: 6211.296875
	Iteration 24Q: 3 clusters Score -3.834524e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244935 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -38346000.000000 Penalty: 6211.296875
	Iteration 25Q: 3 clusters Score -3.8346e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249692 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -38345796.000000 Penalty: 6211.296875
	Iteration 26Q: 3 clusters Score -3.83458e+07 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254227 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -38344788.000000 Penalty: 6211.296875
	Iteration 27Q: 3 clusters Score -3.834479e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258307 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -38343736.000000 Penalty: 6211.296875
	Iteration 28Q: 3 clusters Score -3.834374e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261916 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -38342452.000000 Penalty: 6211.296875
	Iteration 29Q: 3 clusters Score -3.834245e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264882 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -38341032.000000 Penalty: 6211.296875
	Iteration 30Q: 3 clusters Score -3.834103e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267203 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -38339880.000000 Penalty: 6211.296875
	Iteration 31Q: 3 clusters Score -3.833988e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269041 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -38338760.000000 Penalty: 6211.296875
	Iteration 32Q: 3 clusters Score -3.833876e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270488 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -38337948.000000 Penalty: 6211.296875
	Iteration 33Q: 3 clusters Score -3.833795e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271627 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -38337236.000000 Penalty: 6211.296875
	Iteration 34Q: 3 clusters Score -3.833724e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272425 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -38336820.000000 Penalty: 6211.296875
	Iteration 35Q: 3 clusters Score -3.833682e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272989 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -38336532.000000 Penalty: 6211.296875
	Iteration 36Q: 3 clusters Score -3.833653e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273388 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -38336160.000000 Penalty: 6211.296875
	Iteration 37Q: 3 clusters Score -3.833616e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273616 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -38336012.000000 Penalty: 6211.296875
	Iteration 38Q: 3 clusters Score -3.833601e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273761 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -38335960.000000 Penalty: 6211.296875
	Iteration 39Q: 3 clusters Score -3.833596e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273840 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -38335916.000000 Penalty: 6211.296875
	Iteration 40F: 3 clusters Score -3.833592e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273904 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -38335904.000000 Penalty: 6211.296875
	Iteration 41Q: 3 clusters Score -3.83359e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273946 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -38335896.000000 Penalty: 6211.296875
	Iteration 42Q: 3 clusters Score -3.83359e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273975 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -38335872.000000 Penalty: 6211.296875
	Iteration 43Q: 3 clusters Score -3.833587e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273992 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -38335868.000000 Penalty: 6211.296875
	Iteration 44Q: 3 clusters Score -3.833587e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274009 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -38335840.000000 Penalty: 6211.296875
	Iteration 45Q: 3 clusters Score -3.833584e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274018 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -38335820.000000 Penalty: 6211.296875
	Iteration 46Q: 3 clusters Score -3.833582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274025 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -38335832.000000 Penalty: 6211.296875
	Iteration 47Q: 3 clusters Score -3.833583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274031 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -38335836.000000 Penalty: 6211.296875
	Iteration 48Q: 3 clusters Score -3.833584e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274037 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -38335832.000000 Penalty: 6211.296875
	Iteration 49Q: 3 clusters Score -3.833583e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274040 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -38335816.000000 Penalty: 6211.296875
	Iteration 50Q: 3 clusters Score -3.833582e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274042 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -38335840.000000 Penalty: 6211.296875
	Iteration 51Q: 3 clusters Score -3.833584e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274045 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -38335816.000000 Penalty: 6211.296875
	Iteration 52Q: 3 clusters Score -3.833582e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274046 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -38335808.000000 Penalty: 6211.296875
	Iteration 53Q: 3 clusters Score -3.833581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274046 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -38335808.000000 Penalty: 6211.296875
	Iteration 54F: 3 clusters Score -3.833581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -111112.156250 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -111112.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -109374.437500 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -109374.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -109861.406250 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -109861.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -110576.343750 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -110576.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -111315.359375 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -111315.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -112041.421875 Penalty: 3365.090820
	Iteration 4F: 3 clusters Score -112041.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -112213.125000 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -112213.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -112237.171875 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -112237.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -112265.406250 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -112265.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -112287.476562 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -112287.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -112293.960938 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -112294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -112297.140625 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -112297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -112300.921875 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -112300.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -112308.515625 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -112308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -112320.710938 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -112320.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -112338.796875 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -112338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112348.312500 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -112348.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -112350.164062 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -112350.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -112350.445312 Penalty: 3365.090820
	Iteration 17F: 3 clusters Score -112350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112353.148438 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -112353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112353.148438 Penalty: 3365.090820
	Iteration 19F: 3 clusters Score -112353.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 185873 members 
Mstep: Class 3 contains 40030 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 47221 members 
Mstep: Class 7 contains 115809 members 
Mstep: Class 8 contains 76870 members 
Mstep: Class 9 contains 274519 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 15123 members 
Mstep: Class 13 contains 44219 members 
Mstep: Class 14 contains 17435 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 17263 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 9693 members 
Mstep: Class 20 contains 353 members 
Mstep: Class 21 contains 1706 members 
Mstep: Class 22 contains 5572 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 641 members 
Entering Unmasked Estep 
Score: -122150216.000000 Penalty: 81647.750000
Splitting cluster 11 changes total score from -122145888.000000 to -122150216.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (15123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Entering Unmasked Estep 
Score: -2118668.250000 Penalty: 2386.745117
	Iteration 0F: 2 clusters Score -2118668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2107718.750000 Penalty: 4773.490234
	Iteration 0F: 3 clusters Score -2107719 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2111202.250000 Penalty: 4773.490234
	Iteration 1F: 3 clusters Score -2111202 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -2111543.500000 Penalty: 4773.490234
	Iteration 2F: 3 clusters Score -2111544 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2111804.250000 Penalty: 4773.490234
	Iteration 3Q: 3 clusters Score -2111804 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2112011.750000 Penalty: 4773.490234
	Iteration 4Q: 3 clusters Score -2112012 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2112215.000000 Penalty: 4773.490234
	Iteration 5Q: 3 clusters Score -2112215 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2112422.750000 Penalty: 4773.490234
	Iteration 6Q: 3 clusters Score -2112423 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -2112712.500000 Penalty: 4773.490234
	Iteration 7Q: 3 clusters Score -2112712 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -2113063.500000 Penalty: 4773.490234
	Iteration 8Q: 3 clusters Score -2113064 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2113473.000000 Penalty: 4773.490234
	Iteration 9Q: 3 clusters Score -2113473 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2113992.750000 Penalty: 4773.490234
	Iteration 10Q: 3 clusters Score -2113993 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2114586.500000 Penalty: 4773.490234
	Iteration 11F: 3 clusters Score -2114586 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2115162.000000 Penalty: 4773.490234
	Iteration 12Q: 3 clusters Score -2115162 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2115598.250000 Penalty: 4773.490234
	Iteration 13Q: 3 clusters Score -2115598 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2115891.750000 Penalty: 4773.490234
	Iteration 14Q: 3 clusters Score -2115892 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2116080.000000 Penalty: 4773.490234
	Iteration 15Q: 3 clusters Score -2116080 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2116171.750000 Penalty: 4773.490234
	Iteration 16Q: 3 clusters Score -2116172 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2116256.250000 Penalty: 4773.490234
	Iteration 17Q: 3 clusters Score -2116256 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2116332.750000 Penalty: 4773.490234
	Iteration 18Q: 3 clusters Score -2116333 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2116384.500000 Penalty: 4773.490234
	Iteration 19Q: 3 clusters Score -2116384 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2116407.750000 Penalty: 4773.490234
	Iteration 20F: 3 clusters Score -2116408 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2116435.500000 Penalty: 4773.490234
	Iteration 21Q: 3 clusters Score -2116436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2116444.000000 Penalty: 4773.490234
	Iteration 22Q: 3 clusters Score -2116444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2116453.250000 Penalty: 4773.490234
	Iteration 23Q: 3 clusters Score -2116453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2116460.250000 Penalty: 4773.490234
	Iteration 24Q: 3 clusters Score -2116460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2116469.000000 Penalty: 4773.490234
	Iteration 25Q: 3 clusters Score -2116469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2116478.000000 Penalty: 4773.490234
	Iteration 26Q: 3 clusters Score -2116478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2116486.750000 Penalty: 4773.490234
	Iteration 27Q: 3 clusters Score -2116487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2116497.000000 Penalty: 4773.490234
	Iteration 28Q: 3 clusters Score -2116497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2116498.500000 Penalty: 4773.490234
	Iteration 29Q: 3 clusters Score -2116498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2116509.750000 Penalty: 4773.490234
	Iteration 30Q: 3 clusters Score -2116510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2116514.500000 Penalty: 4773.490234
	Iteration 31Q: 3 clusters Score -2116514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2116519.250000 Penalty: 4773.490234
	Iteration 32Q: 3 clusters Score -2116519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2116521.000000 Penalty: 4773.490234
	Iteration 33Q: 3 clusters Score -2116521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2116522.750000 Penalty: 4773.490234
	Iteration 34Q: 3 clusters Score -2116523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2116528.250000 Penalty: 4773.490234
	Iteration 35Q: 3 clusters Score -2116528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2116531.000000 Penalty: 4773.490234
	Iteration 36Q: 3 clusters Score -2116531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2116533.250000 Penalty: 4773.490234
	Iteration 37Q: 3 clusters Score -2116533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2116531.750000 Penalty: 4773.490234
	Iteration 38Q: 3 clusters Score -2116532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2116533.750000 Penalty: 4773.490234
	Iteration 39Q: 3 clusters Score -2116534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2116532.750000 Penalty: 4773.490234
	Iteration 40F: 3 clusters Score -2116533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44219 members 
Entering Unmasked Estep 
Score: -5909683.000000 Penalty: 2652.833740
	Iteration 0F: 2 clusters Score -5909683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -5879767.500000 Penalty: 5305.667480
	Iteration 0F: 3 clusters Score -5879768 nChanged 20365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -5891313.500000 Penalty: 5305.667480
	Iteration 1F: 3 clusters Score -5891314 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5892387.500000 Penalty: 5305.667480
	Iteration 2F: 3 clusters Score -5892388 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -5893811.500000 Penalty: 5305.667480
	Iteration 3F: 3 clusters Score -5893812 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -5895436.500000 Penalty: 5305.667480
	Iteration 4F: 3 clusters Score -5895436 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -5897219.500000 Penalty: 5305.667480
	Iteration 5F: 3 clusters Score -5897220 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -5899017.500000 Penalty: 5305.667480
	Iteration 6F: 3 clusters Score -5899018 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -5900589.000000 Penalty: 5305.667480
	Iteration 7F: 3 clusters Score -5900589 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -5901835.500000 Penalty: 5305.667480
	Iteration 8Q: 3 clusters Score -5901836 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -5902824.500000 Penalty: 5305.667480
	Iteration 9Q: 3 clusters Score -5902824 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -5903755.500000 Penalty: 5305.667480
	Iteration 10Q: 3 clusters Score -5903756 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -5904624.500000 Penalty: 5305.667480
	Iteration 11Q: 3 clusters Score -5904624 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5905364.000000 Penalty: 5305.667480
	Iteration 12Q: 3 clusters Score -5905364 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -5906012.000000 Penalty: 5305.667480
	Iteration 13Q: 3 clusters Score -5906012 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -5906465.000000 Penalty: 5305.667480
	Iteration 14Q: 3 clusters Score -5906465 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5906814.000000 Penalty: 5305.667480
	Iteration 15Q: 3 clusters Score -5906814 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 42462 members 
Entering Unmasked Estep 
Score: -5907089.000000 Penalty: 5305.667480
	Iteration 16Q: 3 clusters Score -5907089 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -5907250.500000 Penalty: 5305.667480
	Iteration 17Q: 3 clusters Score -5907250 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -5907359.000000 Penalty: 5305.667480
	Iteration 18Q: 3 clusters Score -5907359 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -5907434.000000 Penalty: 5305.667480
	Iteration 19Q: 3 clusters Score -5907434 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -5907467.500000 Penalty: 5305.667480
	Iteration 20F: 3 clusters Score -5907468 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -5907502.500000 Penalty: 5305.667480
	Iteration 21Q: 3 clusters Score -5907502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -5907553.500000 Penalty: 5305.667480
	Iteration 22Q: 3 clusters Score -5907554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -5907571.500000 Penalty: 5305.667480
	Iteration 23Q: 3 clusters Score -5907572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -5907604.500000 Penalty: 5305.667480
	Iteration 24Q: 3 clusters Score -5907604 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -5907611.000000 Penalty: 5305.667480
	Iteration 25Q: 3 clusters Score -5907611 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -5907627.000000 Penalty: 5305.667480
	Iteration 26Q: 3 clusters Score -5907627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -5907659.500000 Penalty: 5305.667480
	Iteration 27Q: 3 clusters Score -5907660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -5907664.000000 Penalty: 5305.667480
	Iteration 28Q: 3 clusters Score -5907664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -5907686.000000 Penalty: 5305.667480
	Iteration 29Q: 3 clusters Score -5907686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -5907691.500000 Penalty: 5305.667480
	Iteration 30Q: 3 clusters Score -5907692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -5907705.000000 Penalty: 5305.667480
	Iteration 31Q: 3 clusters Score -5907705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -5907707.500000 Penalty: 5305.667480
	Iteration 32Q: 3 clusters Score -5907708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -5907710.000000 Penalty: 5305.667480
	Iteration 33Q: 3 clusters Score -5907710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -5907712.000000 Penalty: 5305.667480
	Iteration 34Q: 3 clusters Score -5907712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -5907710.500000 Penalty: 5305.667480
	Iteration 35Q: 3 clusters Score -5907710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -5907712.000000 Penalty: 5305.667480
	Iteration 36Q: 3 clusters Score -5907712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -5907712.000000 Penalty: 5305.667480
	Iteration 37F: 3 clusters Score -5907712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Entering Unmasked Estep 
Score: -2181616.250000 Penalty: 2422.026367
	Iteration 0F: 2 clusters Score -2181616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -2169222.250000 Penalty: 4844.052734
	Iteration 0F: 3 clusters Score -2169222 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2173343.500000 Penalty: 4844.052734
	Iteration 1F: 3 clusters Score -2173344 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2173804.250000 Penalty: 4844.052734
	Iteration 2F: 3 clusters Score -2173804 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2174245.500000 Penalty: 4844.052734
	Iteration 3F: 3 clusters Score -2174246 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2174675.500000 Penalty: 4844.052734
	Iteration 4F: 3 clusters Score -2174676 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -2175159.000000 Penalty: 4844.052734
	Iteration 5F: 3 clusters Score -2175159 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2175658.000000 Penalty: 4844.052734
	Iteration 6Q: 3 clusters Score -2175658 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2176141.250000 Penalty: 4844.052734
	Iteration 7Q: 3 clusters Score -2176141 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2176622.750000 Penalty: 4844.052734
	Iteration 8Q: 3 clusters Score -2176623 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2177104.500000 Penalty: 4844.052734
	Iteration 9Q: 3 clusters Score -2177104 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2177574.750000 Penalty: 4844.052734
	Iteration 10Q: 3 clusters Score -2177575 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2177982.000000 Penalty: 4844.052734
	Iteration 11Q: 3 clusters Score -2177982 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2178367.000000 Penalty: 4844.052734
	Iteration 12Q: 3 clusters Score -2178367 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2178684.500000 Penalty: 4844.052734
	Iteration 13Q: 3 clusters Score -2178684 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -2178921.500000 Penalty: 4844.052734
	Iteration 14Q: 3 clusters Score -2178922 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -2179107.250000 Penalty: 4844.052734
	Iteration 15Q: 3 clusters Score -2179107 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2179269.250000 Penalty: 4844.052734
	Iteration 16Q: 3 clusters Score -2179269 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2179404.750000 Penalty: 4844.052734
	Iteration 17Q: 3 clusters Score -2179405 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2179493.500000 Penalty: 4844.052734
	Iteration 18Q: 3 clusters Score -2179494 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2179554.250000 Penalty: 4844.052734
	Iteration 19Q: 3 clusters Score -2179554 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2179621.750000 Penalty: 4844.052734
	Iteration 20F: 3 clusters Score -2179622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -2179679.000000 Penalty: 4844.052734
	Iteration 21Q: 3 clusters Score -2179679 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2179735.500000 Penalty: 4844.052734
	Iteration 22Q: 3 clusters Score -2179736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2179769.250000 Penalty: 4844.052734
	Iteration 23Q: 3 clusters Score -2179769 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2179796.500000 Penalty: 4844.052734
	Iteration 24Q: 3 clusters Score -2179796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2179822.000000 Penalty: 4844.052734
	Iteration 25Q: 3 clusters Score -2179822 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -2179849.500000 Penalty: 4844.052734
	Iteration 26Q: 3 clusters Score -2179850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -2179865.250000 Penalty: 4844.052734
	Iteration 27Q: 3 clusters Score -2179865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2179883.250000 Penalty: 4844.052734
	Iteration 28Q: 3 clusters Score -2179883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2179893.250000 Penalty: 4844.052734
	Iteration 29Q: 3 clusters Score -2179893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -2179906.250000 Penalty: 4844.052734
	Iteration 30Q: 3 clusters Score -2179906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2179927.500000 Penalty: 4844.052734
	Iteration 31Q: 3 clusters Score -2179928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2179941.000000 Penalty: 4844.052734
	Iteration 32Q: 3 clusters Score -2179941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2179945.250000 Penalty: 4844.052734
	Iteration 33Q: 3 clusters Score -2179945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2179954.250000 Penalty: 4844.052734
	Iteration 34Q: 3 clusters Score -2179954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2179957.500000 Penalty: 4844.052734
	Iteration 35Q: 3 clusters Score -2179958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2179962.500000 Penalty: 4844.052734
	Iteration 36Q: 3 clusters Score -2179962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2179964.500000 Penalty: 4844.052734
	Iteration 37Q: 3 clusters Score -2179964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2179965.000000 Penalty: 4844.052734
	Iteration 38Q: 3 clusters Score -2179965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2179970.250000 Penalty: 4844.052734
	Iteration 39Q: 3 clusters Score -2179970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -2179971.000000 Penalty: 4844.052734
	Iteration 40F: 3 clusters Score -2179971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -2179973.500000 Penalty: 4844.052734
	Iteration 41Q: 3 clusters Score -2179974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2179973.500000 Penalty: 4844.052734
	Iteration 42Q: 3 clusters Score -2179974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2179974.500000 Penalty: 4844.052734
	Iteration 43Q: 3 clusters Score -2179974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2179975.000000 Penalty: 4844.052734
	Iteration 44Q: 3 clusters Score -2179975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2179977.500000 Penalty: 4844.052734
	Iteration 45Q: 3 clusters Score -2179978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2179982.750000 Penalty: 4844.052734
	Iteration 46Q: 3 clusters Score -2179983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2179984.000000 Penalty: 4844.052734
	Iteration 47Q: 3 clusters Score -2179984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2179987.250000 Penalty: 4844.052734
	Iteration 48Q: 3 clusters Score -2179987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2179986.500000 Penalty: 4844.052734
	Iteration 49Q: 3 clusters Score -2179986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2179987.000000 Penalty: 4844.052734
	Iteration 50Q: 3 clusters Score -2179987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2179987.500000 Penalty: 4844.052734
	Iteration 51Q: 3 clusters Score -2179988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2179988.500000 Penalty: 4844.052734
	Iteration 52Q: 3 clusters Score -2179988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2179990.250000 Penalty: 4844.052734
	Iteration 53Q: 3 clusters Score -2179990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2179990.250000 Penalty: 4844.052734
	Iteration 54Q: 3 clusters Score -2179990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2179990.250000 Penalty: 4844.052734
	Iteration 55F: 3 clusters Score -2179990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Entering Unmasked Estep 
Score: -2420655.000000 Penalty: 2419.567627
	Iteration 0F: 2 clusters Score -2420655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -2408447.000000 Penalty: 4839.135254
	Iteration 0F: 3 clusters Score -2408447 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2412396.250000 Penalty: 4839.135254
	Iteration 1F: 3 clusters Score -2412396 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -2412742.500000 Penalty: 4839.135254
	Iteration 2F: 3 clusters Score -2412742 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -2413009.000000 Penalty: 4839.135254
	Iteration 3Q: 3 clusters Score -2413009 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -2413321.000000 Penalty: 4839.135254
	Iteration 4Q: 3 clusters Score -2413321 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -2413673.500000 Penalty: 4839.135254
	Iteration 5Q: 3 clusters Score -2413674 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -2414169.250000 Penalty: 4839.135254
	Iteration 6Q: 3 clusters Score -2414169 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2414795.250000 Penalty: 4839.135254
	Iteration 7Q: 3 clusters Score -2414795 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2415514.250000 Penalty: 4839.135254
	Iteration 8F: 3 clusters Score -2415514 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2416348.500000 Penalty: 4839.135254
	Iteration 9F: 3 clusters Score -2416348 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2417068.250000 Penalty: 4839.135254
	Iteration 10F: 3 clusters Score -2417068 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2417679.750000 Penalty: 4839.135254
	Iteration 11F: 3 clusters Score -2417680 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2418081.250000 Penalty: 4839.135254
	Iteration 12Q: 3 clusters Score -2418081 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2418448.500000 Penalty: 4839.135254
	Iteration 13Q: 3 clusters Score -2418448 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2418843.750000 Penalty: 4839.135254
	Iteration 14Q: 3 clusters Score -2418844 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2419220.500000 Penalty: 4839.135254
	Iteration 15Q: 3 clusters Score -2419220 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2419467.750000 Penalty: 4839.135254
	Iteration 16Q: 3 clusters Score -2419468 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2419639.250000 Penalty: 4839.135254
	Iteration 17Q: 3 clusters Score -2419639 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2419770.000000 Penalty: 4839.135254
	Iteration 18Q: 3 clusters Score -2419770 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2419852.000000 Penalty: 4839.135254
	Iteration 19Q: 3 clusters Score -2419852 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2419904.500000 Penalty: 4839.135254
	Iteration 20F: 3 clusters Score -2419904 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -2419938.500000 Penalty: 4839.135254
	Iteration 21Q: 3 clusters Score -2419938 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2419952.250000 Penalty: 4839.135254
	Iteration 22Q: 3 clusters Score -2419952 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2419976.250000 Penalty: 4839.135254
	Iteration 23Q: 3 clusters Score -2419976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2419988.750000 Penalty: 4839.135254
	Iteration 24Q: 3 clusters Score -2419989 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2420004.000000 Penalty: 4839.135254
	Iteration 25Q: 3 clusters Score -2420004 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2420022.000000 Penalty: 4839.135254
	Iteration 26Q: 3 clusters Score -2420022 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2420025.250000 Penalty: 4839.135254
	Iteration 27Q: 3 clusters Score -2420025 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -2420038.000000 Penalty: 4839.135254
	Iteration 28Q: 3 clusters Score -2420038 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -2420050.500000 Penalty: 4839.135254
	Iteration 29Q: 3 clusters Score -2420050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2420056.500000 Penalty: 4839.135254
	Iteration 30Q: 3 clusters Score -2420056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2420061.250000 Penalty: 4839.135254
	Iteration 31Q: 3 clusters Score -2420061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2420069.250000 Penalty: 4839.135254
	Iteration 32Q: 3 clusters Score -2420069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2420068.250000 Penalty: 4839.135254
	Iteration 33Q: 3 clusters Score -2420068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2420066.500000 Penalty: 4839.135254
	Iteration 34Q: 3 clusters Score -2420066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2420066.000000 Penalty: 4839.135254
	Iteration 35Q: 3 clusters Score -2420066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2420066.500000 Penalty: 4839.135254
	Iteration 36Q: 3 clusters Score -2420066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -2420069.500000 Penalty: 4839.135254
	Iteration 37Q: 3 clusters Score -2420070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2420066.750000 Penalty: 4839.135254
	Iteration 38Q: 3 clusters Score -2420067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -2420065.500000 Penalty: 4839.135254
	Iteration 39Q: 3 clusters Score -2420066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2420065.000000 Penalty: 4839.135254
	Iteration 40F: 3 clusters Score -2420065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2420063.250000 Penalty: 4839.135254
	Iteration 41Q: 3 clusters Score -2420063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2420063.000000 Penalty: 4839.135254
	Iteration 42Q: 3 clusters Score -2420063 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2420063.000000 Penalty: 4839.135254
	Iteration 43F: 3 clusters Score -2420063 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Entering Unmasked Estep 
Score: -887205.500000 Penalty: 2170.561768
	Iteration 0F: 2 clusters Score -887205.5 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 3180 members 
Entering Unmasked Estep 
Score: -881836.562500 Penalty: 4341.123535
	Iteration 0F: 3 clusters Score -881836.6 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -883171.500000 Penalty: 4341.123535
	Iteration 1F: 3 clusters Score -883171.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -883378.375000 Penalty: 4341.123535
	Iteration 2F: 3 clusters Score -883378.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -883488.812500 Penalty: 4341.123535
	Iteration 3Q: 3 clusters Score -883488.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -883559.812500 Penalty: 4341.123535
	Iteration 4Q: 3 clusters Score -883559.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -883611.500000 Penalty: 4341.123535
	Iteration 5Q: 3 clusters Score -883611.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -883646.750000 Penalty: 4341.123535
	Iteration 6Q: 3 clusters Score -883646.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -883673.312500 Penalty: 4341.123535
	Iteration 7Q: 3 clusters Score -883673.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -883697.937500 Penalty: 4341.123535
	Iteration 8Q: 3 clusters Score -883697.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -883718.187500 Penalty: 4341.123535
	Iteration 9Q: 3 clusters Score -883718.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -883734.000000 Penalty: 4341.123535
	Iteration 10Q: 3 clusters Score -883734 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -883750.875000 Penalty: 4341.123535
	Iteration 11Q: 3 clusters Score -883750.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -883767.812500 Penalty: 4341.123535
	Iteration 12Q: 3 clusters Score -883767.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -883787.187500 Penalty: 4341.123535
	Iteration 13Q: 3 clusters Score -883787.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -883807.000000 Penalty: 4341.123535
	Iteration 14Q: 3 clusters Score -883807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -883823.500000 Penalty: 4341.123535
	Iteration 15Q: 3 clusters Score -883823.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -883833.812500 Penalty: 4341.123535
	Iteration 16Q: 3 clusters Score -883833.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -883846.562500 Penalty: 4341.123535
	Iteration 17Q: 3 clusters Score -883846.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -883862.437500 Penalty: 4341.123535
	Iteration 18Q: 3 clusters Score -883862.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -883881.437500 Penalty: 4341.123535
	Iteration 19Q: 3 clusters Score -883881.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -883894.375000 Penalty: 4341.123535
	Iteration 20F: 3 clusters Score -883894.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -883905.437500 Penalty: 4341.123535
	Iteration 21Q: 3 clusters Score -883905.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -883910.937500 Penalty: 4341.123535
	Iteration 22Q: 3 clusters Score -883910.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -883916.312500 Penalty: 4341.123535
	Iteration 23Q: 3 clusters Score -883916.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -883920.625000 Penalty: 4341.123535
	Iteration 24Q: 3 clusters Score -883920.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -883923.812500 Penalty: 4341.123535
	Iteration 25Q: 3 clusters Score -883923.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -883930.687500 Penalty: 4341.123535
	Iteration 26Q: 3 clusters Score -883930.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -883938.250000 Penalty: 4341.123535
	Iteration 27Q: 3 clusters Score -883938.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -883943.937500 Penalty: 4341.123535
	Iteration 28Q: 3 clusters Score -883943.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -883952.562500 Penalty: 4341.123535
	Iteration 29Q: 3 clusters Score -883952.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -883959.562500 Penalty: 4341.123535
	Iteration 30Q: 3 clusters Score -883959.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -883964.750000 Penalty: 4341.123535
	Iteration 31Q: 3 clusters Score -883964.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -883967.375000 Penalty: 4341.123535
	Iteration 32Q: 3 clusters Score -883967.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -883973.625000 Penalty: 4341.123535
	Iteration 33Q: 3 clusters Score -883973.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -883979.250000 Penalty: 4341.123535
	Iteration 34Q: 3 clusters Score -883979.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -883981.875000 Penalty: 4341.123535
	Iteration 35Q: 3 clusters Score -883981.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -883984.312500 Penalty: 4341.123535
	Iteration 36Q: 3 clusters Score -883984.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -883985.750000 Penalty: 4341.123535
	Iteration 37Q: 3 clusters Score -883985.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -883989.875000 Penalty: 4341.123535
	Iteration 38Q: 3 clusters Score -883989.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -883992.437500 Penalty: 4341.123535
	Iteration 39Q: 3 clusters Score -883992.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -883994.437500 Penalty: 4341.123535
	Iteration 40F: 3 clusters Score -883994.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -883994.875000 Penalty: 4341.123535
	Iteration 41Q: 3 clusters Score -883994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -883997.562500 Penalty: 4341.123535
	Iteration 42Q: 3 clusters Score -883997.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -883998.062500 Penalty: 4341.123535
	Iteration 43Q: 3 clusters Score -883998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -883998.625000 Penalty: 4341.123535
	Iteration 44Q: 3 clusters Score -883998.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -883998.625000 Penalty: 4341.123535
	Iteration 45F: 3 clusters Score -883998.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Entering Unmasked Estep 
Score: -2640245.750000 Penalty: 2447.062256
	Iteration 0F: 2 clusters Score -2640246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2626577.000000 Penalty: 4894.124512
	Iteration 0F: 3 clusters Score -2626577 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2631325.250000 Penalty: 4894.124512
	Iteration 1F: 3 clusters Score -2631325 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -2632038.000000 Penalty: 4894.124512
	Iteration 2F: 3 clusters Score -2632038 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2632927.500000 Penalty: 4894.124512
	Iteration 3F: 3 clusters Score -2632928 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2634080.500000 Penalty: 4894.124512
	Iteration 4F: 3 clusters Score -2634080 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2635270.000000 Penalty: 4894.124512
	Iteration 5F: 3 clusters Score -2635270 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2636185.500000 Penalty: 4894.124512
	Iteration 6F: 3 clusters Score -2636186 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2636902.500000 Penalty: 4894.124512
	Iteration 7Q: 3 clusters Score -2636902 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2637414.750000 Penalty: 4894.124512
	Iteration 8Q: 3 clusters Score -2637415 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2637765.000000 Penalty: 4894.124512
	Iteration 9Q: 3 clusters Score -2637765 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2638009.750000 Penalty: 4894.124512
	Iteration 10Q: 3 clusters Score -2638010 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -2638220.500000 Penalty: 4894.124512
	Iteration 11Q: 3 clusters Score -2638220 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2638399.750000 Penalty: 4894.124512
	Iteration 12Q: 3 clusters Score -2638400 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2638526.500000 Penalty: 4894.124512
	Iteration 13Q: 3 clusters Score -2638526 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2638616.500000 Penalty: 4894.124512
	Iteration 14Q: 3 clusters Score -2638616 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2638697.500000 Penalty: 4894.124512
	Iteration 15Q: 3 clusters Score -2638698 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2638737.000000 Penalty: 4894.124512
	Iteration 16Q: 3 clusters Score -2638737 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2638774.750000 Penalty: 4894.124512
	Iteration 17Q: 3 clusters Score -2638775 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2638806.750000 Penalty: 4894.124512
	Iteration 18Q: 3 clusters Score -2638807 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2638838.000000 Penalty: 4894.124512
	Iteration 19Q: 3 clusters Score -2638838 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2638886.250000 Penalty: 4894.124512
	Iteration 20F: 3 clusters Score -2638886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -2638909.750000 Penalty: 4894.124512
	Iteration 21Q: 3 clusters Score -2638910 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2638921.000000 Penalty: 4894.124512
	Iteration 22Q: 3 clusters Score -2638921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2638922.000000 Penalty: 4894.124512
	Iteration 23Q: 3 clusters Score -2638922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2638924.000000 Penalty: 4894.124512
	Iteration 24Q: 3 clusters Score -2638924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2638932.000000 Penalty: 4894.124512
	Iteration 25Q: 3 clusters Score -2638932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2638935.500000 Penalty: 4894.124512
	Iteration 26Q: 3 clusters Score -2638936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2638944.000000 Penalty: 4894.124512
	Iteration 27Q: 3 clusters Score -2638944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2638950.500000 Penalty: 4894.124512
	Iteration 28Q: 3 clusters Score -2638950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2638956.000000 Penalty: 4894.124512
	Iteration 29Q: 3 clusters Score -2638956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2638955.750000 Penalty: 4894.124512
	Iteration 30Q: 3 clusters Score -2638956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2638959.250000 Penalty: 4894.124512
	Iteration 31Q: 3 clusters Score -2638959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2638960.000000 Penalty: 4894.124512
	Iteration 32Q: 3 clusters Score -2638960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2638961.250000 Penalty: 4894.124512
	Iteration 33Q: 3 clusters Score -2638961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2638959.000000 Penalty: 4894.124512
	Iteration 34Q: 3 clusters Score -2638959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2638959.750000 Penalty: 4894.124512
	Iteration 35Q: 3 clusters Score -2638960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2638959.000000 Penalty: 4894.124512
	Iteration 36Q: 3 clusters Score -2638959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2638961.000000 Penalty: 4894.124512
	Iteration 37Q: 3 clusters Score -2638961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2638960.250000 Penalty: 4894.124512
	Iteration 38Q: 3 clusters Score -2638960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2638959.500000 Penalty: 4894.124512
	Iteration 39Q: 3 clusters Score -2638960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2638959.500000 Penalty: 4894.124512
	Iteration 40F: 3 clusters Score -2638960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Entering Unmasked Estep 
Score: -1370724.500000 Penalty: 2276.431396
	Iteration 0F: 2 clusters Score -1370724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1363293.250000 Penalty: 4552.862793
	Iteration 0F: 3 clusters Score -1363293 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1365572.125000 Penalty: 4552.862793
	Iteration 1F: 3 clusters Score -1365572 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1365979.250000 Penalty: 4552.862793
	Iteration 2F: 3 clusters Score -1365979 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1366274.750000 Penalty: 4552.862793
	Iteration 3F: 3 clusters Score -1366275 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1366498.500000 Penalty: 4552.862793
	Iteration 4Q: 3 clusters Score -1366498 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1366676.750000 Penalty: 4552.862793
	Iteration 5Q: 3 clusters Score -1366677 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1366811.250000 Penalty: 4552.862793
	Iteration 6Q: 3 clusters Score -1366811 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1366913.875000 Penalty: 4552.862793
	Iteration 7Q: 3 clusters Score -1366914 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1366998.375000 Penalty: 4552.862793
	Iteration 8Q: 3 clusters Score -1366998 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1367077.125000 Penalty: 4552.862793
	Iteration 9Q: 3 clusters Score -1367077 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1367187.875000 Penalty: 4552.862793
	Iteration 10Q: 3 clusters Score -1367188 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1367313.250000 Penalty: 4552.862793
	Iteration 11Q: 3 clusters Score -1367313 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1367453.625000 Penalty: 4552.862793
	Iteration 12Q: 3 clusters Score -1367454 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1367625.250000 Penalty: 4552.862793
	Iteration 13Q: 3 clusters Score -1367625 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1367842.500000 Penalty: 4552.862793
	Iteration 14Q: 3 clusters Score -1367842 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1368073.000000 Penalty: 4552.862793
	Iteration 15Q: 3 clusters Score -1368073 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1368296.750000 Penalty: 4552.862793
	Iteration 16Q: 3 clusters Score -1368297 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1368513.750000 Penalty: 4552.862793
	Iteration 17Q: 3 clusters Score -1368514 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1368715.000000 Penalty: 4552.862793
	Iteration 18Q: 3 clusters Score -1368715 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1368878.000000 Penalty: 4552.862793
	Iteration 19Q: 3 clusters Score -1368878 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1368981.000000 Penalty: 4552.862793
	Iteration 20F: 3 clusters Score -1368981 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1369055.500000 Penalty: 4552.862793
	Iteration 21Q: 3 clusters Score -1369056 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1369122.500000 Penalty: 4552.862793
	Iteration 22Q: 3 clusters Score -1369122 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1369181.625000 Penalty: 4552.862793
	Iteration 23Q: 3 clusters Score -1369182 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1369226.125000 Penalty: 4552.862793
	Iteration 24Q: 3 clusters Score -1369226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1369257.750000 Penalty: 4552.862793
	Iteration 25Q: 3 clusters Score -1369258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1369273.125000 Penalty: 4552.862793
	Iteration 26Q: 3 clusters Score -1369273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1369286.250000 Penalty: 4552.862793
	Iteration 27Q: 3 clusters Score -1369286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1369293.875000 Penalty: 4552.862793
	Iteration 28Q: 3 clusters Score -1369294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1369302.500000 Penalty: 4552.862793
	Iteration 29Q: 3 clusters Score -1369302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1369311.500000 Penalty: 4552.862793
	Iteration 30Q: 3 clusters Score -1369312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1369314.625000 Penalty: 4552.862793
	Iteration 31Q: 3 clusters Score -1369315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1369314.875000 Penalty: 4552.862793
	Iteration 32Q: 3 clusters Score -1369315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1369316.625000 Penalty: 4552.862793
	Iteration 33Q: 3 clusters Score -1369317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1369320.250000 Penalty: 4552.862793
	Iteration 34Q: 3 clusters Score -1369320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1369320.250000 Penalty: 4552.862793
	Iteration 35Q: 3 clusters Score -1369320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1369323.875000 Penalty: 4552.862793
	Iteration 36Q: 3 clusters Score -1369324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1369330.750000 Penalty: 4552.862793
	Iteration 37Q: 3 clusters Score -1369331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1369333.250000 Penalty: 4552.862793
	Iteration 38Q: 3 clusters Score -1369333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1369336.375000 Penalty: 4552.862793
	Iteration 39Q: 3 clusters Score -1369336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1369339.875000 Penalty: 4552.862793
	Iteration 40F: 3 clusters Score -1369340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1369341.750000 Penalty: 4552.862793
	Iteration 41Q: 3 clusters Score -1369342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1369345.125000 Penalty: 4552.862793
	Iteration 42Q: 3 clusters Score -1369345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1369346.750000 Penalty: 4552.862793
	Iteration 43Q: 3 clusters Score -1369347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1369346.750000 Penalty: 4552.862793
	Iteration 44F: 3 clusters Score -1369347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Entering Unmasked Estep 
Score: -44679.683594 Penalty: 1454.884033
	Iteration 0F: 2 clusters Score -44679.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -43337.007812 Penalty: 2909.768066
	Iteration 0F: 3 clusters Score -43337.01 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43484.078125 Penalty: 2909.768066
	Iteration 1F: 3 clusters Score -43484.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43504.960938 Penalty: 2909.768066
	Iteration 2Q: 3 clusters Score -43504.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -43511.285156 Penalty: 2909.768066
	Iteration 3Q: 3 clusters Score -43511.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43514.480469 Penalty: 2909.768066
	Iteration 4Q: 3 clusters Score -43514.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -43514.480469 Penalty: 2909.768066
	Iteration 5F: 3 clusters Score -43514.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -212898.937500 Penalty: 1845.592896
	Iteration 0F: 2 clusters Score -212898.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -210680.281250 Penalty: 3691.185791
	Iteration 0F: 3 clusters Score -210680.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -211711.546875 Penalty: 3691.185791
	Iteration 1F: 3 clusters Score -211711.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -212569.562500 Penalty: 3691.185791
	Iteration 2F: 3 clusters Score -212569.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -214007.093750 Penalty: 3691.185791
	Iteration 3F: 3 clusters Score -214007.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -214840.953125 Penalty: 3691.185791
	Iteration 4F: 3 clusters Score -214841 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -215392.453125 Penalty: 3691.185791
	Iteration 5F: 3 clusters Score -215392.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -215869.718750 Penalty: 3691.185791
	Iteration 6Q: 3 clusters Score -215869.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -216122.875000 Penalty: 3691.185791
	Iteration 7Q: 3 clusters Score -216122.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -216334.375000 Penalty: 3691.185791
	Iteration 8Q: 3 clusters Score -216334.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -216550.406250 Penalty: 3691.185791
	Iteration 9Q: 3 clusters Score -216550.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -216734.859375 Penalty: 3691.185791
	Iteration 10Q: 3 clusters Score -216734.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -216905.765625 Penalty: 3691.185791
	Iteration 11Q: 3 clusters Score -216905.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -216956.421875 Penalty: 3691.185791
	Iteration 12Q: 3 clusters Score -216956.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -217012.671875 Penalty: 3691.185791
	Iteration 13Q: 3 clusters Score -217012.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -217084.890625 Penalty: 3691.185791
	Iteration 14Q: 3 clusters Score -217084.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -217108.437500 Penalty: 3691.185791
	Iteration 15Q: 3 clusters Score -217108.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -217110.156250 Penalty: 3691.185791
	Iteration 16Q: 3 clusters Score -217110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -217112.703125 Penalty: 3691.185791
	Iteration 17Q: 3 clusters Score -217112.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -217116.281250 Penalty: 3691.185791
	Iteration 18Q: 3 clusters Score -217116.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -217119.265625 Penalty: 3691.185791
	Iteration 19Q: 3 clusters Score -217119.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -217214.859375 Penalty: 3691.185791
	Iteration 20F: 3 clusters Score -217214.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -217400.734375 Penalty: 3691.185791
	Iteration 21Q: 3 clusters Score -217400.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -217422.531250 Penalty: 3691.185791
	Iteration 22Q: 3 clusters Score -217422.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -217465.562500 Penalty: 3691.185791
	Iteration 23Q: 3 clusters Score -217465.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -217544.734375 Penalty: 3691.185791
	Iteration 24Q: 3 clusters Score -217544.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -217732.593750 Penalty: 3691.185791
	Iteration 25Q: 3 clusters Score -217732.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -217847.015625 Penalty: 3691.185791
	Iteration 26Q: 3 clusters Score -217847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -217954.375000 Penalty: 3691.185791
	Iteration 27Q: 3 clusters Score -217954.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -217995.109375 Penalty: 3691.185791
	Iteration 28Q: 3 clusters Score -217995.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -218005.843750 Penalty: 3691.185791
	Iteration 29Q: 3 clusters Score -218005.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -218011.484375 Penalty: 3691.185791
	Iteration 30Q: 3 clusters Score -218011.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -218019.750000 Penalty: 3691.185791
	Iteration 31Q: 3 clusters Score -218019.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -218020.671875 Penalty: 3691.185791
	Iteration 32Q: 3 clusters Score -218020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -218024.265625 Penalty: 3691.185791
	Iteration 33Q: 3 clusters Score -218024.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -218027.562500 Penalty: 3691.185791
	Iteration 34Q: 3 clusters Score -218027.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -218027.937500 Penalty: 3691.185791
	Iteration 35Q: 3 clusters Score -218027.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -218032.968750 Penalty: 3691.185791
	Iteration 36F: 3 clusters Score -218033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -218036.140625 Penalty: 3691.185791
	Iteration 37Q: 3 clusters Score -218036.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -218039.265625 Penalty: 3691.185791
	Iteration 38Q: 3 clusters Score -218039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -218040.656250 Penalty: 3691.185791
	Iteration 39Q: 3 clusters Score -218040.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -218042.125000 Penalty: 3691.185791
	Iteration 40F: 3 clusters Score -218042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 185873 members 
Mstep: Class 3 contains 40030 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 47221 members 
Mstep: Class 7 contains 115809 members 
Mstep: Class 8 contains 76870 members 
Mstep: Class 9 contains 274519 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 15123 members 
Mstep: Class 13 contains 44219 members 
Mstep: Class 14 contains 17435 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 17263 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 9693 members 
Mstep: Class 20 contains 353 members 
Mstep: Class 21 contains 1034 members 
Mstep: Class 22 contains 5572 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 672 members 
Entering Unmasked Estep 
Score: -122153720.000000 Penalty: 85049.742188
Splitting cluster 21 changes total score from -122145888.000000 to -122153720.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 22 (5572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Entering Unmasked Estep 
Score: -689250.437500 Penalty: 2139.126221
	Iteration 0F: 2 clusters Score -689250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -684458.062500 Penalty: 4278.252441
	Iteration 0F: 3 clusters Score -684458.1 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -686830.687500 Penalty: 4278.252441
	Iteration 1F: 3 clusters Score -686830.7 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -688297.250000 Penalty: 4278.252441
	Iteration 2F: 3 clusters Score -688297.2 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -689424.437500 Penalty: 4278.252441
	Iteration 3F: 3 clusters Score -689424.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -691303.437500 Penalty: 4278.252441
	Iteration 4F: 3 clusters Score -691303.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -694045.375000 Penalty: 4278.252441
	Iteration 5F: 3 clusters Score -694045.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -695380.812500 Penalty: 4278.252441
	Iteration 6Q: 3 clusters Score -695380.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -695979.500000 Penalty: 4278.252441
	Iteration 7Q: 3 clusters Score -695979.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -696292.250000 Penalty: 4278.252441
	Iteration 8Q: 3 clusters Score -696292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -696321.062500 Penalty: 4278.252441
	Iteration 9Q: 3 clusters Score -696321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -696331.562500 Penalty: 4278.252441
	Iteration 10Q: 3 clusters Score -696331.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -696335.500000 Penalty: 4278.252441
	Iteration 11F: 3 clusters Score -696335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -696459.812500 Penalty: 4278.252441
	Iteration 12Q: 3 clusters Score -696459.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -696599.000000 Penalty: 4278.252441
	Iteration 13Q: 3 clusters Score -696599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -696599.000000 Penalty: 4278.252441
	Iteration 14F: 3 clusters Score -696599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 185873 members 
Mstep: Class 3 contains 40030 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 47221 members 
Mstep: Class 7 contains 115809 members 
Mstep: Class 8 contains 76870 members 
Mstep: Class 9 contains 274519 members 
Mstep: Class 10 contains 13647 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 15123 members 
Mstep: Class 13 contains 44219 members 
Mstep: Class 14 contains 17435 members 
Mstep: Class 15 contains 617 members 
Mstep: Class 16 contains 17263 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 9693 members 
Mstep: Class 20 contains 353 members 
Mstep: Class 21 contains 1034 members 
Mstep: Class 22 contains 5139 members 
Mstep: Class 23 contains 2989 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 672 members 
Mstep: Class 26 contains 433 members 
Entering Unmasked Estep 
Score: -122159888.000000 Penalty: 88451.726562
Splitting cluster 22 changes total score from -122145888.000000 to -122159888.000000
So it's getting split into cluster 26.
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 185873 members 
Mstep: Class 3 contains 40030 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 246 members 
Mstep: Class 6 contains 47221 members 
Mstep: Class 7 contains 115809 members 
Mstep: Class 8 contains 76870 members 
Mstep: Class 9 contains 274519 members 
Mstep: Class 11 contains 243 members 
Mstep: Class 12 contains 15123 members 
Mstep: Class 13 contains 44219 members 
Mstep: Class 14 contains 17435 members 
Mstep: Class 16 contains 17263 members 
Mstep: Class 17 contains 6325 members 
Mstep: Class 18 contains 19287 members 
Mstep: Class 19 contains 9693 members 
Mstep: Class 20 contains 353 members 
Mstep: Class 21 contains 1034 members 
Mstep: Class 22 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122165664.000000 Penalty: 88451.726562
Iteration 39Q: 27 clusters Score -1.221657e+08 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 185774 members 
Mstep: Class 3 contains 39692 members 
Mstep: Class 4 contains 8451 members 
Mstep: Class 5 contains 245 members 
Mstep: Class 6 contains 48335 members 
Mstep: Class 7 contains 115432 members 
Mstep: Class 8 contains 77359 members 
Mstep: Class 9 contains 273255 members 
Mstep: Class 10 contains 13493 members 
Mstep: Class 11 contains 245 members 
Mstep: Class 12 contains 15144 members 
Mstep: Class 13 contains 43952 members 
Mstep: Class 14 contains 17055 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 17068 members 
Mstep: Class 17 contains 6361 members 
Mstep: Class 18 contains 19213 members 
Mstep: Class 19 contains 9657 members 
Mstep: Class 20 contains 358 members 
Mstep: Class 21 contains 1200 members 
Mstep: Class 22 contains 6067 members 
Mstep: Class 23 contains 2980 members 
Mstep: Class 24 contains 641 members 
Mstep: Class 25 contains 672 members 
Mstep: Class 26 contains 463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122170072.000000 Penalty: 88451.726562
Iteration 40F: 27 clusters Score -1.221701e+08 nChanged 6336
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 185464 members 
Mstep: Class 3 contains 39416 members 
Mstep: Class 4 contains 8528 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 48921 members 
Mstep: Class 7 contains 114663 members 
Mstep: Class 8 contains 77735 members 
Mstep: Class 9 contains 273016 members 
Mstep: Class 10 contains 13785 members 
Mstep: Class 11 contains 258 members 
Mstep: Class 12 contains 15142 members 
Mstep: Class 13 contains 43752 members 
Mstep: Class 14 contains 16637 members 
Mstep: Class 15 contains 639 members 
Mstep: Class 16 contains 16823 members 
Mstep: Class 17 contains 6401 members 
Mstep: Class 18 contains 19137 members 
Mstep: Class 19 contains 9621 members 
Mstep: Class 20 contains 354 members 
Mstep: Class 21 contains 1233 members 
Mstep: Class 22 contains 6725 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 642 members 
Mstep: Class 25 contains 672 members 
Mstep: Class 26 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122174544.000000 Penalty: 88451.726562
Iteration 41Q: 27 clusters Score -1.221745e+08 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 185316 members 
Mstep: Class 3 contains 39176 members 
Mstep: Class 4 contains 8585 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 49369 members 
Mstep: Class 7 contains 113850 members 
Mstep: Class 8 contains 78046 members 
Mstep: Class 9 contains 272962 members 
Mstep: Class 10 contains 14001 members 
Mstep: Class 11 contains 265 members 
Mstep: Class 12 contains 15132 members 
Mstep: Class 13 contains 43589 members 
Mstep: Class 14 contains 16269 members 
Mstep: Class 15 contains 645 members 
Mstep: Class 16 contains 16561 members 
Mstep: Class 17 contains 6437 members 
Mstep: Class 18 contains 19089 members 
Mstep: Class 19 contains 9589 members 
Mstep: Class 20 contains 354 members 
Mstep: Class 21 contains 1250 members 
Mstep: Class 22 contains 7287 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 644 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122175896.000000 Penalty: 88451.726562
Iteration 42Q: 27 clusters Score -1.221759e+08 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 185178 members 
Mstep: Class 3 contains 38947 members 
Mstep: Class 4 contains 8626 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 49727 members 
Mstep: Class 7 contains 113038 members 
Mstep: Class 8 contains 78314 members 
Mstep: Class 9 contains 273014 members 
Mstep: Class 10 contains 14236 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15129 members 
Mstep: Class 13 contains 43447 members 
Mstep: Class 14 contains 15957 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 16276 members 
Mstep: Class 17 contains 6469 members 
Mstep: Class 18 contains 19084 members 
Mstep: Class 19 contains 9568 members 
Mstep: Class 20 contains 350 members 
Mstep: Class 21 contains 1260 members 
Mstep: Class 22 contains 7738 members 
Mstep: Class 23 contains 3238 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122177288.000000 Penalty: 88451.726562
Iteration 43Q: 27 clusters Score -1.221773e+08 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 185031 members 
Mstep: Class 3 contains 38750 members 
Mstep: Class 4 contains 8618 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 50047 members 
Mstep: Class 7 contains 112208 members 
Mstep: Class 8 contains 78562 members 
Mstep: Class 9 contains 273124 members 
Mstep: Class 10 contains 14495 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15142 members 
Mstep: Class 13 contains 43345 members 
Mstep: Class 14 contains 15648 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 16021 members 
Mstep: Class 17 contains 6510 members 
Mstep: Class 18 contains 19096 members 
Mstep: Class 19 contains 9542 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 8131 members 
Mstep: Class 23 contains 3325 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122178936.000000 Penalty: 88451.726562
Iteration 44Q: 27 clusters Score -1.221789e+08 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 184865 members 
Mstep: Class 3 contains 38586 members 
Mstep: Class 4 contains 8616 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 50315 members 
Mstep: Class 7 contains 111349 members 
Mstep: Class 8 contains 78695 members 
Mstep: Class 9 contains 273266 members 
Mstep: Class 10 contains 14773 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15168 members 
Mstep: Class 13 contains 43267 members 
Mstep: Class 14 contains 15355 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 15925 members 
Mstep: Class 17 contains 6554 members 
Mstep: Class 18 contains 19126 members 
Mstep: Class 19 contains 9528 members 
Mstep: Class 20 contains 342 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 8450 members 
Mstep: Class 23 contains 3399 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122180016.000000 Penalty: 88451.726562
Iteration 45Q: 27 clusters Score -1.2218e+08 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 184605 members 
Mstep: Class 3 contains 38419 members 
Mstep: Class 4 contains 8622 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 50538 members 
Mstep: Class 7 contains 110505 members 
Mstep: Class 8 contains 78782 members 
Mstep: Class 9 contains 273370 members 
Mstep: Class 10 contains 15058 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 43201 members 
Mstep: Class 14 contains 15090 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 16057 members 
Mstep: Class 17 contains 6591 members 
Mstep: Class 18 contains 19179 members 
Mstep: Class 19 contains 9511 members 
Mstep: Class 20 contains 341 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 8706 members 
Mstep: Class 23 contains 3479 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122181288.000000 Penalty: 88451.726562
Iteration 46Q: 27 clusters Score -1.221813e+08 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 184215 members 
Mstep: Class 3 contains 38282 members 
Mstep: Class 4 contains 8630 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 50728 members 
Mstep: Class 7 contains 109662 members 
Mstep: Class 8 contains 78872 members 
Mstep: Class 9 contains 273583 members 
Mstep: Class 10 contains 15332 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15172 members 
Mstep: Class 13 contains 43159 members 
Mstep: Class 14 contains 14818 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 16306 members 
Mstep: Class 17 contains 6623 members 
Mstep: Class 18 contains 19227 members 
Mstep: Class 19 contains 9489 members 
Mstep: Class 20 contains 340 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 8930 members 
Mstep: Class 23 contains 3548 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122181944.000000 Penalty: 88451.726562
Iteration 47Q: 27 clusters Score -1.221819e+08 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 183799 members 
Mstep: Class 3 contains 38120 members 
Mstep: Class 4 contains 8643 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 50891 members 
Mstep: Class 7 contains 108839 members 
Mstep: Class 8 contains 78952 members 
Mstep: Class 9 contains 273792 members 
Mstep: Class 10 contains 15688 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15182 members 
Mstep: Class 13 contains 43113 members 
Mstep: Class 14 contains 14534 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 16600 members 
Mstep: Class 17 contains 6650 members 
Mstep: Class 18 contains 19286 members 
Mstep: Class 19 contains 9468 members 
Mstep: Class 20 contains 336 members 
Mstep: Class 21 contains 1268 members 
Mstep: Class 22 contains 9165 members 
Mstep: Class 23 contains 3606 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122183144.000000 Penalty: 88451.726562
Iteration 48Q: 27 clusters Score -1.221831e+08 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 183375 members 
Mstep: Class 3 contains 37990 members 
Mstep: Class 4 contains 8660 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 51042 members 
Mstep: Class 7 contains 108111 members 
Mstep: Class 8 contains 78979 members 
Mstep: Class 9 contains 273919 members 
Mstep: Class 10 contains 16081 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15189 members 
Mstep: Class 13 contains 43076 members 
Mstep: Class 14 contains 14278 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 16918 members 
Mstep: Class 17 contains 6682 members 
Mstep: Class 18 contains 19353 members 
Mstep: Class 19 contains 9458 members 
Mstep: Class 20 contains 334 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 9389 members 
Mstep: Class 23 contains 3654 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122183640.000000 Penalty: 88451.726562
Iteration 49Q: 27 clusters Score -1.221836e+08 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 182931 members 
Mstep: Class 3 contains 37892 members 
Mstep: Class 4 contains 8691 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 51160 members 
Mstep: Class 7 contains 107366 members 
Mstep: Class 8 contains 79000 members 
Mstep: Class 9 contains 274161 members 
Mstep: Class 10 contains 16523 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15188 members 
Mstep: Class 13 contains 43039 members 
Mstep: Class 14 contains 14011 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 17217 members 
Mstep: Class 17 contains 6704 members 
Mstep: Class 18 contains 19406 members 
Mstep: Class 19 contains 9436 members 
Mstep: Class 20 contains 330 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 9606 members 
Mstep: Class 23 contains 3695 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122184248.000000 Penalty: 88451.726562
Iteration 50Q: 27 clusters Score -1.221842e+08 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 182450 members 
Mstep: Class 3 contains 37824 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 51271 members 
Mstep: Class 7 contains 106669 members 
Mstep: Class 8 contains 79075 members 
Mstep: Class 9 contains 274393 members 
Mstep: Class 10 contains 16991 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15182 members 
Mstep: Class 13 contains 43009 members 
Mstep: Class 14 contains 13738 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 17473 members 
Mstep: Class 17 contains 6719 members 
Mstep: Class 18 contains 19454 members 
Mstep: Class 19 contains 9412 members 
Mstep: Class 20 contains 327 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 9812 members 
Mstep: Class 23 contains 3729 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122184680.000000 Penalty: 88451.726562
Iteration 51Q: 27 clusters Score -1.221847e+08 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 181919 members 
Mstep: Class 3 contains 37754 members 
Mstep: Class 4 contains 8757 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 51380 members 
Mstep: Class 7 contains 106002 members 
Mstep: Class 8 contains 79120 members 
Mstep: Class 9 contains 274628 members 
Mstep: Class 10 contains 17512 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15185 members 
Mstep: Class 13 contains 42980 members 
Mstep: Class 14 contains 13496 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 17714 members 
Mstep: Class 17 contains 6738 members 
Mstep: Class 18 contains 19518 members 
Mstep: Class 19 contains 9384 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 10011 members 
Mstep: Class 23 contains 3758 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122185080.000000 Penalty: 88451.726562
Iteration 52Q: 27 clusters Score -1.221851e+08 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 181320 members 
Mstep: Class 3 contains 37693 members 
Mstep: Class 4 contains 8790 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 51458 members 
Mstep: Class 7 contains 105420 members 
Mstep: Class 8 contains 79134 members 
Mstep: Class 9 contains 274838 members 
Mstep: Class 10 contains 18112 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15177 members 
Mstep: Class 13 contains 42941 members 
Mstep: Class 14 contains 13292 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 17900 members 
Mstep: Class 17 contains 6755 members 
Mstep: Class 18 contains 19583 members 
Mstep: Class 19 contains 9365 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 10216 members 
Mstep: Class 23 contains 3791 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122186104.000000 Penalty: 88451.726562
Iteration 53Q: 27 clusters Score -1.221861e+08 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 180624 members 
Mstep: Class 3 contains 37627 members 
Mstep: Class 4 contains 8828 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 51532 members 
Mstep: Class 7 contains 104809 members 
Mstep: Class 8 contains 79150 members 
Mstep: Class 9 contains 275054 members 
Mstep: Class 10 contains 18824 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15176 members 
Mstep: Class 13 contains 42925 members 
Mstep: Class 14 contains 13077 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 18078 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 19655 members 
Mstep: Class 19 contains 9344 members 
Mstep: Class 20 contains 323 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 10426 members 
Mstep: Class 23 contains 3823 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122186680.000000 Penalty: 88451.726562
Iteration 54Q: 27 clusters Score -1.221867e+08 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 179725 members 
Mstep: Class 3 contains 37559 members 
Mstep: Class 4 contains 8856 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 51586 members 
Mstep: Class 7 contains 104121 members 
Mstep: Class 8 contains 79158 members 
Mstep: Class 9 contains 275310 members 
Mstep: Class 10 contains 19780 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15169 members 
Mstep: Class 13 contains 42917 members 
Mstep: Class 14 contains 12880 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 18250 members 
Mstep: Class 17 contains 6793 members 
Mstep: Class 18 contains 19733 members 
Mstep: Class 19 contains 9322 members 
Mstep: Class 20 contains 316 members 
Mstep: Class 21 contains 1270 members 
Mstep: Class 22 contains 10650 members 
Mstep: Class 23 contains 3853 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122187872.000000 Penalty: 88451.726562
Iteration 55Q: 27 clusters Score -1.221879e+08 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 178582 members 
Mstep: Class 3 contains 37473 members 
Mstep: Class 4 contains 8884 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 51645 members 
Mstep: Class 7 contains 103427 members 
Mstep: Class 8 contains 79191 members 
Mstep: Class 9 contains 275511 members 
Mstep: Class 10 contains 20982 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15161 members 
Mstep: Class 13 contains 42908 members 
Mstep: Class 14 contains 12725 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 18380 members 
Mstep: Class 17 contains 6815 members 
Mstep: Class 18 contains 19798 members 
Mstep: Class 19 contains 9305 members 
Mstep: Class 20 contains 309 members 
Mstep: Class 21 contains 1271 members 
Mstep: Class 22 contains 10912 members 
Mstep: Class 23 contains 3882 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122189408.000000 Penalty: 88451.726562
Iteration 56Q: 27 clusters Score -1.221894e+08 nChanged 4935
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 177076 members 
Mstep: Class 3 contains 37389 members 
Mstep: Class 4 contains 8906 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 51716 members 
Mstep: Class 7 contains 102706 members 
Mstep: Class 8 contains 79189 members 
Mstep: Class 9 contains 275679 members 
Mstep: Class 10 contains 22495 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15155 members 
Mstep: Class 13 contains 42893 members 
Mstep: Class 14 contains 12663 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 18504 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 19862 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 302 members 
Mstep: Class 21 contains 1273 members 
Mstep: Class 22 contains 11219 members 
Mstep: Class 23 contains 3904 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122192280.000000 Penalty: 88451.726562
Iteration 57Q: 27 clusters Score -1.221923e+08 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 175182 members 
Mstep: Class 3 contains 37300 members 
Mstep: Class 4 contains 8923 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 51775 members 
Mstep: Class 7 contains 101953 members 
Mstep: Class 8 contains 79162 members 
Mstep: Class 9 contains 275768 members 
Mstep: Class 10 contains 24371 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15164 members 
Mstep: Class 13 contains 42893 members 
Mstep: Class 14 contains 12652 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 18619 members 
Mstep: Class 17 contains 6840 members 
Mstep: Class 18 contains 19923 members 
Mstep: Class 19 contains 9275 members 
Mstep: Class 20 contains 298 members 
Mstep: Class 21 contains 1273 members 
Mstep: Class 22 contains 11628 members 
Mstep: Class 23 contains 3927 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122196864.000000 Penalty: 88451.726562
Iteration 58Q: 27 clusters Score -1.221969e+08 nChanged 6941
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 173100 members 
Mstep: Class 3 contains 37173 members 
Mstep: Class 4 contains 8913 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 51817 members 
Mstep: Class 7 contains 101139 members 
Mstep: Class 8 contains 79096 members 
Mstep: Class 9 contains 275798 members 
Mstep: Class 10 contains 26422 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15163 members 
Mstep: Class 13 contains 42888 members 
Mstep: Class 14 contains 12738 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 18774 members 
Mstep: Class 17 contains 6851 members 
Mstep: Class 18 contains 19983 members 
Mstep: Class 19 contains 9263 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 1279 members 
Mstep: Class 22 contains 12127 members 
Mstep: Class 23 contains 3955 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122201544.000000 Penalty: 88451.726562
Iteration 59Q: 27 clusters Score -1.222015e+08 nChanged 7299
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 171457 members 
Mstep: Class 3 contains 37006 members 
Mstep: Class 4 contains 8909 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 51856 members 
Mstep: Class 7 contains 100324 members 
Mstep: Class 8 contains 78961 members 
Mstep: Class 9 contains 275794 members 
Mstep: Class 10 contains 28062 members 
Mstep: Class 11 contains 264 members 
Mstep: Class 12 contains 15155 members 
Mstep: Class 13 contains 42904 members 
Mstep: Class 14 contains 12882 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 18897 members 
Mstep: Class 17 contains 6862 members 
Mstep: Class 18 contains 20053 members 
Mstep: Class 19 contains 9253 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 1290 members 
Mstep: Class 22 contains 12717 members 
Mstep: Class 23 contains 3986 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122208792.000000 Penalty: 88451.726562
Iteration 60F: 27 clusters Score -1.222088e+08 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 170576 members 
Mstep: Class 3 contains 36850 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 51870 members 
Mstep: Class 7 contains 99496 members 
Mstep: Class 8 contains 78698 members 
Mstep: Class 9 contains 275838 members 
Mstep: Class 10 contains 29002 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 15152 members 
Mstep: Class 13 contains 42914 members 
Mstep: Class 14 contains 13039 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 19025 members 
Mstep: Class 17 contains 6876 members 
Mstep: Class 18 contains 20082 members 
Mstep: Class 19 contains 9234 members 
Mstep: Class 20 contains 273 members 
Mstep: Class 21 contains 1295 members 
Mstep: Class 22 contains 13363 members 
Mstep: Class 23 contains 4013 members 
Mstep: Class 24 contains 645 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122212672.000000 Penalty: 88451.726562
Iteration 61Q: 27 clusters Score -1.222127e+08 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 170121 members 
Mstep: Class 3 contains 36715 members 
Mstep: Class 4 contains 8894 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 51873 members 
Mstep: Class 7 contains 98607 members 
Mstep: Class 8 contains 78413 members 
Mstep: Class 9 contains 276055 members 
Mstep: Class 10 contains 29471 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 15153 members 
Mstep: Class 13 contains 42943 members 
Mstep: Class 14 contains 13207 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19138 members 
Mstep: Class 17 contains 6882 members 
Mstep: Class 18 contains 20111 members 
Mstep: Class 19 contains 9214 members 
Mstep: Class 20 contains 265 members 
Mstep: Class 21 contains 1303 members 
Mstep: Class 22 contains 14005 members 
Mstep: Class 23 contains 4038 members 
Mstep: Class 24 contains 648 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122214120.000000 Penalty: 88451.726562
Iteration 62Q: 27 clusters Score -1.222141e+08 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 169896 members 
Mstep: Class 3 contains 36633 members 
Mstep: Class 4 contains 8900 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 51879 members 
Mstep: Class 7 contains 97725 members 
Mstep: Class 8 contains 78134 members 
Mstep: Class 9 contains 276323 members 
Mstep: Class 10 contains 29671 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 15167 members 
Mstep: Class 13 contains 42945 members 
Mstep: Class 14 contains 13370 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19245 members 
Mstep: Class 17 contains 6891 members 
Mstep: Class 18 contains 20129 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 258 members 
Mstep: Class 21 contains 1306 members 
Mstep: Class 22 contains 14584 members 
Mstep: Class 23 contains 4065 members 
Mstep: Class 24 contains 651 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122215448.000000 Penalty: 88451.726562
Iteration 63Q: 27 clusters Score -1.222154e+08 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 169862 members 
Mstep: Class 3 contains 36534 members 
Mstep: Class 4 contains 8905 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 51884 members 
Mstep: Class 7 contains 96821 members 
Mstep: Class 8 contains 77909 members 
Mstep: Class 9 contains 276676 members 
Mstep: Class 10 contains 29697 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15174 members 
Mstep: Class 13 contains 42936 members 
Mstep: Class 14 contains 13470 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19343 members 
Mstep: Class 17 contains 6905 members 
Mstep: Class 18 contains 20151 members 
Mstep: Class 19 contains 9182 members 
Mstep: Class 20 contains 249 members 
Mstep: Class 21 contains 1309 members 
Mstep: Class 22 contains 15135 members 
Mstep: Class 23 contains 4092 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122216152.000000 Penalty: 88451.726562
Iteration 64Q: 27 clusters Score -1.222162e+08 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 169964 members 
Mstep: Class 3 contains 36426 members 
Mstep: Class 4 contains 8911 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 51876 members 
Mstep: Class 7 contains 95869 members 
Mstep: Class 8 contains 77702 members 
Mstep: Class 9 contains 277169 members 
Mstep: Class 10 contains 29663 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15179 members 
Mstep: Class 13 contains 42926 members 
Mstep: Class 14 contains 13537 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19438 members 
Mstep: Class 17 contains 6916 members 
Mstep: Class 18 contains 20180 members 
Mstep: Class 19 contains 9165 members 
Mstep: Class 20 contains 243 members 
Mstep: Class 21 contains 1310 members 
Mstep: Class 22 contains 15608 members 
Mstep: Class 23 contains 4110 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122215952.000000 Penalty: 88451.726562
Iteration 65Q: 27 clusters Score -1.22216e+08 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 170122 members 
Mstep: Class 3 contains 36324 members 
Mstep: Class 4 contains 8914 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 51901 members 
Mstep: Class 7 contains 94951 members 
Mstep: Class 8 contains 77528 members 
Mstep: Class 9 contains 277642 members 
Mstep: Class 10 contains 29595 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15198 members 
Mstep: Class 13 contains 42900 members 
Mstep: Class 14 contains 13566 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19531 members 
Mstep: Class 17 contains 6934 members 
Mstep: Class 18 contains 20193 members 
Mstep: Class 19 contains 9148 members 
Mstep: Class 20 contains 240 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 16014 members 
Mstep: Class 23 contains 4126 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122215872.000000 Penalty: 88451.726562
Iteration 66Q: 27 clusters Score -1.222159e+08 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 170321 members 
Mstep: Class 3 contains 36228 members 
Mstep: Class 4 contains 8909 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 51922 members 
Mstep: Class 7 contains 94009 members 
Mstep: Class 8 contains 77416 members 
Mstep: Class 9 contains 278147 members 
Mstep: Class 10 contains 29524 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15214 members 
Mstep: Class 13 contains 42883 members 
Mstep: Class 14 contains 13591 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19624 members 
Mstep: Class 17 contains 6949 members 
Mstep: Class 18 contains 20204 members 
Mstep: Class 19 contains 9134 members 
Mstep: Class 20 contains 235 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 16342 members 
Mstep: Class 23 contains 4145 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122215640.000000 Penalty: 88451.726562
Iteration 67Q: 27 clusters Score -1.222156e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 170567 members 
Mstep: Class 3 contains 36130 members 
Mstep: Class 4 contains 8906 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 51947 members 
Mstep: Class 7 contains 93130 members 
Mstep: Class 8 contains 77281 members 
Mstep: Class 9 contains 278623 members 
Mstep: Class 10 contains 29462 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15242 members 
Mstep: Class 13 contains 42868 members 
Mstep: Class 14 contains 13587 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19705 members 
Mstep: Class 17 contains 6961 members 
Mstep: Class 18 contains 20218 members 
Mstep: Class 19 contains 9123 members 
Mstep: Class 20 contains 230 members 
Mstep: Class 21 contains 1313 members 
Mstep: Class 22 contains 16641 members 
Mstep: Class 23 contains 4161 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122215272.000000 Penalty: 88451.726562
Iteration 68Q: 27 clusters Score -1.222153e+08 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 170856 members 
Mstep: Class 3 contains 36037 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 51979 members 
Mstep: Class 7 contains 92254 members 
Mstep: Class 8 contains 77204 members 
Mstep: Class 9 contains 279065 members 
Mstep: Class 10 contains 29422 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15260 members 
Mstep: Class 13 contains 42847 members 
Mstep: Class 14 contains 13554 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19741 members 
Mstep: Class 17 contains 6971 members 
Mstep: Class 18 contains 20242 members 
Mstep: Class 19 contains 9127 members 
Mstep: Class 20 contains 227 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 16905 members 
Mstep: Class 23 contains 4189 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122214976.000000 Penalty: 88451.726562
Iteration 69Q: 27 clusters Score -1.22215e+08 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 171175 members 
Mstep: Class 3 contains 35945 members 
Mstep: Class 4 contains 8879 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52005 members 
Mstep: Class 7 contains 91393 members 
Mstep: Class 8 contains 77132 members 
Mstep: Class 9 contains 279512 members 
Mstep: Class 10 contains 29389 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15282 members 
Mstep: Class 13 contains 42831 members 
Mstep: Class 14 contains 13488 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19789 members 
Mstep: Class 17 contains 6982 members 
Mstep: Class 18 contains 20260 members 
Mstep: Class 19 contains 9130 members 
Mstep: Class 20 contains 225 members 
Mstep: Class 21 contains 1314 members 
Mstep: Class 22 contains 17123 members 
Mstep: Class 23 contains 4211 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122215088.000000 Penalty: 88451.726562
Iteration 70Q: 27 clusters Score -1.222151e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 171443 members 
Mstep: Class 3 contains 35864 members 
Mstep: Class 4 contains 8871 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52052 members 
Mstep: Class 7 contains 90529 members 
Mstep: Class 8 contains 77077 members 
Mstep: Class 9 contains 279968 members 
Mstep: Class 10 contains 29371 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15297 members 
Mstep: Class 13 contains 42811 members 
Mstep: Class 14 contains 13397 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19843 members 
Mstep: Class 17 contains 6993 members 
Mstep: Class 18 contains 20284 members 
Mstep: Class 19 contains 9133 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1315 members 
Mstep: Class 22 contains 17347 members 
Mstep: Class 23 contains 4227 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 674 members 
Mstep: Class 26 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122214920.000000 Penalty: 88451.726562
Iteration 71Q: 27 clusters Score -1.222149e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 171683 members 
Mstep: Class 3 contains 35807 members 
Mstep: Class 4 contains 8854 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52110 members 
Mstep: Class 7 contains 89666 members 
Mstep: Class 8 contains 77035 members 
Mstep: Class 9 contains 280461 members 
Mstep: Class 10 contains 29351 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15311 members 
Mstep: Class 13 contains 42791 members 
Mstep: Class 14 contains 13320 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19874 members 
Mstep: Class 17 contains 7009 members 
Mstep: Class 18 contains 20305 members 
Mstep: Class 19 contains 9137 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 17553 members 
Mstep: Class 23 contains 4239 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122214520.000000 Penalty: 88451.726562
Iteration 72Q: 27 clusters Score -1.222145e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 171877 members 
Mstep: Class 3 contains 35764 members 
Mstep: Class 4 contains 8841 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52167 members 
Mstep: Class 7 contains 88844 members 
Mstep: Class 8 contains 76991 members 
Mstep: Class 9 contains 280951 members 
Mstep: Class 10 contains 29334 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15336 members 
Mstep: Class 13 contains 42757 members 
Mstep: Class 14 contains 13253 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19915 members 
Mstep: Class 17 contains 7025 members 
Mstep: Class 18 contains 20314 members 
Mstep: Class 19 contains 9142 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 17742 members 
Mstep: Class 23 contains 4253 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122214544.000000 Penalty: 88451.726562
Iteration 73Q: 27 clusters Score -1.222145e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 172041 members 
Mstep: Class 3 contains 35723 members 
Mstep: Class 4 contains 8833 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52207 members 
Mstep: Class 7 contains 88093 members 
Mstep: Class 8 contains 76942 members 
Mstep: Class 9 contains 281415 members 
Mstep: Class 10 contains 29314 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15355 members 
Mstep: Class 13 contains 42731 members 
Mstep: Class 14 contains 13168 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19947 members 
Mstep: Class 17 contains 7040 members 
Mstep: Class 18 contains 20323 members 
Mstep: Class 19 contains 9157 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 17940 members 
Mstep: Class 23 contains 4270 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122214528.000000 Penalty: 88451.726562
Iteration 74Q: 27 clusters Score -1.222145e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 172173 members 
Mstep: Class 3 contains 35678 members 
Mstep: Class 4 contains 8817 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52231 members 
Mstep: Class 7 contains 87348 members 
Mstep: Class 8 contains 76918 members 
Mstep: Class 9 contains 281922 members 
Mstep: Class 10 contains 29304 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15375 members 
Mstep: Class 13 contains 42709 members 
Mstep: Class 14 contains 13088 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19969 members 
Mstep: Class 17 contains 7050 members 
Mstep: Class 18 contains 20343 members 
Mstep: Class 19 contains 9168 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 18115 members 
Mstep: Class 23 contains 4289 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122214384.000000 Penalty: 88451.726562
Iteration 75Q: 27 clusters Score -1.222144e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 172331 members 
Mstep: Class 3 contains 35643 members 
Mstep: Class 4 contains 8811 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52249 members 
Mstep: Class 7 contains 86629 members 
Mstep: Class 8 contains 76901 members 
Mstep: Class 9 contains 282372 members 
Mstep: Class 10 contains 29293 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15397 members 
Mstep: Class 13 contains 42695 members 
Mstep: Class 14 contains 13000 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 19989 members 
Mstep: Class 17 contains 7064 members 
Mstep: Class 18 contains 20348 members 
Mstep: Class 19 contains 9181 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 18279 members 
Mstep: Class 23 contains 4309 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122213896.000000 Penalty: 88451.726562
Iteration 76Q: 27 clusters Score -1.222139e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 172450 members 
Mstep: Class 3 contains 35626 members 
Mstep: Class 4 contains 8805 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52273 members 
Mstep: Class 7 contains 85976 members 
Mstep: Class 8 contains 76880 members 
Mstep: Class 9 contains 282780 members 
Mstep: Class 10 contains 29275 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15414 members 
Mstep: Class 13 contains 42671 members 
Mstep: Class 14 contains 12942 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20009 members 
Mstep: Class 17 contains 7076 members 
Mstep: Class 18 contains 20351 members 
Mstep: Class 19 contains 9187 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 18430 members 
Mstep: Class 23 contains 4338 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122213480.000000 Penalty: 88451.726562
Iteration 77Q: 27 clusters Score -1.222135e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 172583 members 
Mstep: Class 3 contains 35612 members 
Mstep: Class 4 contains 8796 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52322 members 
Mstep: Class 7 contains 85358 members 
Mstep: Class 8 contains 76854 members 
Mstep: Class 9 contains 283135 members 
Mstep: Class 10 contains 29266 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15425 members 
Mstep: Class 13 contains 42656 members 
Mstep: Class 14 contains 12885 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20046 members 
Mstep: Class 17 contains 7091 members 
Mstep: Class 18 contains 20348 members 
Mstep: Class 19 contains 9195 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 18547 members 
Mstep: Class 23 contains 4360 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122213368.000000 Penalty: 88451.726562
Iteration 78Q: 27 clusters Score -1.222134e+08 nChanged 1258
Entering ConstructFrom: 
Score: -122213368.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (7713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Entering Unmasked Estep 
Score: -1064945.375000 Penalty: 2219.764404
	Iteration 0F: 2 clusters Score -1064945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1058810.500000 Penalty: 4439.528809
	Iteration 0F: 3 clusters Score -1058810 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1060484.375000 Penalty: 4439.528809
	Iteration 1F: 3 clusters Score -1060484 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1060705.375000 Penalty: 4439.528809
	Iteration 2F: 3 clusters Score -1060705 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1060854.500000 Penalty: 4439.528809
	Iteration 3Q: 3 clusters Score -1060854 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1060975.875000 Penalty: 4439.528809
	Iteration 4Q: 3 clusters Score -1060976 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1061069.250000 Penalty: 4439.528809
	Iteration 5Q: 3 clusters Score -1061069 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1061152.500000 Penalty: 4439.528809
	Iteration 6Q: 3 clusters Score -1061152 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1061222.250000 Penalty: 4439.528809
	Iteration 7Q: 3 clusters Score -1061222 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1061285.000000 Penalty: 4439.528809
	Iteration 8Q: 3 clusters Score -1061285 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1061351.125000 Penalty: 4439.528809
	Iteration 9Q: 3 clusters Score -1061351 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1061427.000000 Penalty: 4439.528809
	Iteration 10Q: 3 clusters Score -1061427 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1061527.375000 Penalty: 4439.528809
	Iteration 11Q: 3 clusters Score -1061527 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1061653.375000 Penalty: 4439.528809
	Iteration 12Q: 3 clusters Score -1061653 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1061852.375000 Penalty: 4439.528809
	Iteration 13Q: 3 clusters Score -1061852 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1062109.000000 Penalty: 4439.528809
	Iteration 14Q: 3 clusters Score -1062109 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1062384.375000 Penalty: 4439.528809
	Iteration 15Q: 3 clusters Score -1062384 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1062637.500000 Penalty: 4439.528809
	Iteration 16Q: 3 clusters Score -1062638 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1062849.375000 Penalty: 4439.528809
	Iteration 17Q: 3 clusters Score -1062849 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1063021.375000 Penalty: 4439.528809
	Iteration 18Q: 3 clusters Score -1063021 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1063120.250000 Penalty: 4439.528809
	Iteration 19Q: 3 clusters Score -1063120 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1063188.500000 Penalty: 4439.528809
	Iteration 20F: 3 clusters Score -1063188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1063242.125000 Penalty: 4439.528809
	Iteration 21Q: 3 clusters Score -1063242 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1063287.875000 Penalty: 4439.528809
	Iteration 22Q: 3 clusters Score -1063288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1063330.875000 Penalty: 4439.528809
	Iteration 23Q: 3 clusters Score -1063331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1063364.750000 Penalty: 4439.528809
	Iteration 24Q: 3 clusters Score -1063365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1063391.250000 Penalty: 4439.528809
	Iteration 25Q: 3 clusters Score -1063391 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1063418.750000 Penalty: 4439.528809
	Iteration 26Q: 3 clusters Score -1063419 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1063435.250000 Penalty: 4439.528809
	Iteration 27Q: 3 clusters Score -1063435 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1063451.375000 Penalty: 4439.528809
	Iteration 28Q: 3 clusters Score -1063451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1063462.500000 Penalty: 4439.528809
	Iteration 29Q: 3 clusters Score -1063462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1063470.875000 Penalty: 4439.528809
	Iteration 30Q: 3 clusters Score -1063471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1063486.250000 Penalty: 4439.528809
	Iteration 31Q: 3 clusters Score -1063486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1063502.250000 Penalty: 4439.528809
	Iteration 32Q: 3 clusters Score -1063502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1063513.375000 Penalty: 4439.528809
	Iteration 33Q: 3 clusters Score -1063513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1063521.875000 Penalty: 4439.528809
	Iteration 34Q: 3 clusters Score -1063522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1063533.625000 Penalty: 4439.528809
	Iteration 35Q: 3 clusters Score -1063534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1063542.625000 Penalty: 4439.528809
	Iteration 36Q: 3 clusters Score -1063543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1063547.625000 Penalty: 4439.528809
	Iteration 37Q: 3 clusters Score -1063548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1063555.750000 Penalty: 4439.528809
	Iteration 38Q: 3 clusters Score -1063556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1063563.125000 Penalty: 4439.528809
	Iteration 39Q: 3 clusters Score -1063563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1063569.375000 Penalty: 4439.528809
	Iteration 40F: 3 clusters Score -1063569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1063574.000000 Penalty: 4439.528809
	Iteration 41Q: 3 clusters Score -1063574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1063578.000000 Penalty: 4439.528809
	Iteration 42Q: 3 clusters Score -1063578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1063580.875000 Penalty: 4439.528809
	Iteration 43Q: 3 clusters Score -1063581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1063582.625000 Penalty: 4439.528809
	Iteration 44Q: 3 clusters Score -1063583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1063587.875000 Penalty: 4439.528809
	Iteration 45Q: 3 clusters Score -1063588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1063588.875000 Penalty: 4439.528809
	Iteration 46Q: 3 clusters Score -1063589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1063589.375000 Penalty: 4439.528809
	Iteration 47Q: 3 clusters Score -1063589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1063592.500000 Penalty: 4439.528809
	Iteration 48Q: 3 clusters Score -1063592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1063594.500000 Penalty: 4439.528809
	Iteration 49Q: 3 clusters Score -1063594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1063594.000000 Penalty: 4439.528809
	Iteration 50Q: 3 clusters Score -1063594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1063597.375000 Penalty: 4439.528809
	Iteration 51Q: 3 clusters Score -1063597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1063598.125000 Penalty: 4439.528809
	Iteration 52Q: 3 clusters Score -1063598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1063598.125000 Penalty: 4439.528809
	Iteration 53F: 3 clusters Score -1063598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172679 members 
Entering Unmasked Estep 
Score: -23596608.000000 Penalty: 2990.678955
	Iteration 0F: 2 clusters Score -2.359661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 86463 members 
Entering Unmasked Estep 
Score: -23485326.000000 Penalty: 5981.357910
	Iteration 0F: 3 clusters Score -2.348533e+07 nChanged 82947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85095 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -23534048.000000 Penalty: 5981.357910
	Iteration 1F: 3 clusters Score -2.353405e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84637 members 
Mstep: Class 2 contains 88042 members 
Entering Unmasked Estep 
Score: -23535760.000000 Penalty: 5981.357910
	Iteration 2Q: 3 clusters Score -2.353576e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84090 members 
Mstep: Class 2 contains 88589 members 
Entering Unmasked Estep 
Score: -23537778.000000 Penalty: 5981.357910
	Iteration 3Q: 3 clusters Score -2.353778e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83280 members 
Mstep: Class 2 contains 89399 members 
Entering Unmasked Estep 
Score: -23540888.000000 Penalty: 5981.357910
	Iteration 4Q: 3 clusters Score -2.354089e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82092 members 
Mstep: Class 2 contains 90587 members 
Entering Unmasked Estep 
Score: -23544780.000000 Penalty: 5981.357910
	Iteration 5Q: 3 clusters Score -2.354478e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 92489 members 
Entering Unmasked Estep 
Score: -23549558.000000 Penalty: 5981.357910
	Iteration 6F: 3 clusters Score -2.354956e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77402 members 
Mstep: Class 2 contains 95277 members 
Entering Unmasked Estep 
Score: -23554788.000000 Penalty: 5981.357910
	Iteration 7F: 3 clusters Score -2.355479e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73473 members 
Mstep: Class 2 contains 99206 members 
Entering Unmasked Estep 
Score: -23560498.000000 Penalty: 5981.357910
	Iteration 8F: 3 clusters Score -2.35605e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68515 members 
Mstep: Class 2 contains 104164 members 
Entering Unmasked Estep 
Score: -23566022.000000 Penalty: 5981.357910
	Iteration 9F: 3 clusters Score -2.356602e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 109676 members 
Entering Unmasked Estep 
Score: -23571154.000000 Penalty: 5981.357910
	Iteration 10Q: 3 clusters Score -2.357115e+07 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57353 members 
Mstep: Class 2 contains 115326 members 
Entering Unmasked Estep 
Score: -23575722.000000 Penalty: 5981.357910
	Iteration 11Q: 3 clusters Score -2.357572e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 120656 members 
Entering Unmasked Estep 
Score: -23579452.000000 Penalty: 5981.357910
	Iteration 12Q: 3 clusters Score -2.357945e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 125237 members 
Entering Unmasked Estep 
Score: -23581976.000000 Penalty: 5981.357910
	Iteration 13Q: 3 clusters Score -2.358198e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 129363 members 
Entering Unmasked Estep 
Score: -23584176.000000 Penalty: 5981.357910
	Iteration 14Q: 3 clusters Score -2.358418e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 132934 members 
Entering Unmasked Estep 
Score: -23585662.000000 Penalty: 5981.357910
	Iteration 15Q: 3 clusters Score -2.358566e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 136132 members 
Entering Unmasked Estep 
Score: -23586714.000000 Penalty: 5981.357910
	Iteration 16Q: 3 clusters Score -2.358671e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 139052 members 
Entering Unmasked Estep 
Score: -23587608.000000 Penalty: 5981.357910
	Iteration 17Q: 3 clusters Score -2.358761e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 141733 members 
Entering Unmasked Estep 
Score: -23588420.000000 Penalty: 5981.357910
	Iteration 18Q: 3 clusters Score -2.358842e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 144178 members 
Entering Unmasked Estep 
Score: -23588918.000000 Penalty: 5981.357910
	Iteration 19Q: 3 clusters Score -2.358892e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 146362 members 
Entering Unmasked Estep 
Score: -23589494.000000 Penalty: 5981.357910
	Iteration 20F: 3 clusters Score -2.358949e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -23589964.000000 Penalty: 5981.357910
	Iteration 21Q: 3 clusters Score -2.358996e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 150354 members 
Entering Unmasked Estep 
Score: -23590380.000000 Penalty: 5981.357910
	Iteration 22Q: 3 clusters Score -2.359038e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 152100 members 
Entering Unmasked Estep 
Score: -23590850.000000 Penalty: 5981.357910
	Iteration 23Q: 3 clusters Score -2.359085e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 153669 members 
Entering Unmasked Estep 
Score: -23591148.000000 Penalty: 5981.357910
	Iteration 24Q: 3 clusters Score -2.359115e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 155107 members 
Entering Unmasked Estep 
Score: -23591570.000000 Penalty: 5981.357910
	Iteration 25Q: 3 clusters Score -2.359157e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 156413 members 
Entering Unmasked Estep 
Score: -23591956.000000 Penalty: 5981.357910
	Iteration 26Q: 3 clusters Score -2.359196e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 157594 members 
Entering Unmasked Estep 
Score: -23592328.000000 Penalty: 5981.357910
	Iteration 27Q: 3 clusters Score -2.359233e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 158723 members 
Entering Unmasked Estep 
Score: -23592716.000000 Penalty: 5981.357910
	Iteration 28Q: 3 clusters Score -2.359272e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 159744 members 
Entering Unmasked Estep 
Score: -23593054.000000 Penalty: 5981.357910
	Iteration 29Q: 3 clusters Score -2.359305e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 160683 members 
Entering Unmasked Estep 
Score: -23593368.000000 Penalty: 5981.357910
	Iteration 30Q: 3 clusters Score -2.359337e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 161529 members 
Entering Unmasked Estep 
Score: -23593552.000000 Penalty: 5981.357910
	Iteration 31Q: 3 clusters Score -2.359355e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 162276 members 
Entering Unmasked Estep 
Score: -23593792.000000 Penalty: 5981.357910
	Iteration 32Q: 3 clusters Score -2.359379e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 162933 members 
Entering Unmasked Estep 
Score: -23593962.000000 Penalty: 5981.357910
	Iteration 33Q: 3 clusters Score -2.359396e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 163507 members 
Entering Unmasked Estep 
Score: -23594144.000000 Penalty: 5981.357910
	Iteration 34Q: 3 clusters Score -2.359414e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 164035 members 
Entering Unmasked Estep 
Score: -23594240.000000 Penalty: 5981.357910
	Iteration 35Q: 3 clusters Score -2.359424e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 164487 members 
Entering Unmasked Estep 
Score: -23594372.000000 Penalty: 5981.357910
	Iteration 36Q: 3 clusters Score -2.359437e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 164846 members 
Entering Unmasked Estep 
Score: -23594492.000000 Penalty: 5981.357910
	Iteration 37Q: 3 clusters Score -2.359449e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 165164 members 
Entering Unmasked Estep 
Score: -23594632.000000 Penalty: 5981.357910
	Iteration 38Q: 3 clusters Score -2.359463e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 165474 members 
Entering Unmasked Estep 
Score: -23594710.000000 Penalty: 5981.357910
	Iteration 39Q: 3 clusters Score -2.359471e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 165744 members 
Entering Unmasked Estep 
Score: -23594764.000000 Penalty: 5981.357910
	Iteration 40F: 3 clusters Score -2.359476e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 165994 members 
Entering Unmasked Estep 
Score: -23594848.000000 Penalty: 5981.357910
	Iteration 41Q: 3 clusters Score -2.359485e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 166234 members 
Entering Unmasked Estep 
Score: -23594876.000000 Penalty: 5981.357910
	Iteration 42Q: 3 clusters Score -2.359488e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 166432 members 
Entering Unmasked Estep 
Score: -23594942.000000 Penalty: 5981.357910
	Iteration 43Q: 3 clusters Score -2.359494e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 166624 members 
Entering Unmasked Estep 
Score: -23594988.000000 Penalty: 5981.357910
	Iteration 44Q: 3 clusters Score -2.359499e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 166800 members 
Entering Unmasked Estep 
Score: -23595024.000000 Penalty: 5981.357910
	Iteration 45Q: 3 clusters Score -2.359502e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 166964 members 
Entering Unmasked Estep 
Score: -23595070.000000 Penalty: 5981.357910
	Iteration 46Q: 3 clusters Score -2.359507e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 167113 members 
Entering Unmasked Estep 
Score: -23595090.000000 Penalty: 5981.357910
	Iteration 47Q: 3 clusters Score -2.359509e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 167260 members 
Entering Unmasked Estep 
Score: -23595232.000000 Penalty: 5981.357910
	Iteration 48Q: 3 clusters Score -2.359523e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 167384 members 
Entering Unmasked Estep 
Score: -23595222.000000 Penalty: 5981.357910
	Iteration 49Q: 3 clusters Score -2.359522e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 167494 members 
Entering Unmasked Estep 
Score: -23595226.000000 Penalty: 5981.357910
	Iteration 50Q: 3 clusters Score -2.359523e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 167593 members 
Entering Unmasked Estep 
Score: -23595244.000000 Penalty: 5981.357910
	Iteration 51Q: 3 clusters Score -2.359524e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 167690 members 
Entering Unmasked Estep 
Score: -23595278.000000 Penalty: 5981.357910
	Iteration 52Q: 3 clusters Score -2.359528e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 167772 members 
Entering Unmasked Estep 
Score: -23595288.000000 Penalty: 5981.357910
	Iteration 53Q: 3 clusters Score -2.359529e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 167842 members 
Entering Unmasked Estep 
Score: -23595298.000000 Penalty: 5981.357910
	Iteration 54Q: 3 clusters Score -2.35953e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 167904 members 
Entering Unmasked Estep 
Score: -23595336.000000 Penalty: 5981.357910
	Iteration 55Q: 3 clusters Score -2.359534e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 167942 members 
Entering Unmasked Estep 
Score: -23595338.000000 Penalty: 5981.357910
	Iteration 56Q: 3 clusters Score -2.359534e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 167985 members 
Entering Unmasked Estep 
Score: -23595348.000000 Penalty: 5981.357910
	Iteration 57Q: 3 clusters Score -2.359535e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 168018 members 
Entering Unmasked Estep 
Score: -23595370.000000 Penalty: 5981.357910
	Iteration 58Q: 3 clusters Score -2.359537e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 168055 members 
Entering Unmasked Estep 
Score: -23595384.000000 Penalty: 5981.357910
	Iteration 59Q: 3 clusters Score -2.359538e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 168089 members 
Entering Unmasked Estep 
Score: -23595398.000000 Penalty: 5981.357910
	Iteration 60F: 3 clusters Score -2.35954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -23595438.000000 Penalty: 5981.357910
	Iteration 61Q: 3 clusters Score -2.359544e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 168144 members 
Entering Unmasked Estep 
Score: -23595402.000000 Penalty: 5981.357910
	Iteration 62Q: 3 clusters Score -2.35954e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 168168 members 
Entering Unmasked Estep 
Score: -23595408.000000 Penalty: 5981.357910
	Iteration 63Q: 3 clusters Score -2.359541e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 168185 members 
Entering Unmasked Estep 
Score: -23595420.000000 Penalty: 5981.357910
	Iteration 64Q: 3 clusters Score -2.359542e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 168201 members 
Entering Unmasked Estep 
Score: -23595424.000000 Penalty: 5981.357910
	Iteration 65Q: 3 clusters Score -2.359542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 168211 members 
Entering Unmasked Estep 
Score: -23595418.000000 Penalty: 5981.357910
	Iteration 66Q: 3 clusters Score -2.359542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 168226 members 
Entering Unmasked Estep 
Score: -23595408.000000 Penalty: 5981.357910
	Iteration 67Q: 3 clusters Score -2.359541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 168240 members 
Entering Unmasked Estep 
Score: -23595416.000000 Penalty: 5981.357910
	Iteration 68Q: 3 clusters Score -2.359542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 168253 members 
Entering Unmasked Estep 
Score: -23595430.000000 Penalty: 5981.357910
	Iteration 69Q: 3 clusters Score -2.359543e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 168264 members 
Entering Unmasked Estep 
Score: -23595452.000000 Penalty: 5981.357910
	Iteration 70Q: 3 clusters Score -2.359545e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 168283 members 
Entering Unmasked Estep 
Score: -23595448.000000 Penalty: 5981.357910
	Iteration 71Q: 3 clusters Score -2.359545e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 168296 members 
Entering Unmasked Estep 
Score: -23595442.000000 Penalty: 5981.357910
	Iteration 72Q: 3 clusters Score -2.359544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 168308 members 
Entering Unmasked Estep 
Score: -23595448.000000 Penalty: 5981.357910
	Iteration 73Q: 3 clusters Score -2.359545e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 168321 members 
Entering Unmasked Estep 
Score: -23595450.000000 Penalty: 5981.357910
	Iteration 74Q: 3 clusters Score -2.359545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 168334 members 
Entering Unmasked Estep 
Score: -23595440.000000 Penalty: 5981.357910
	Iteration 75Q: 3 clusters Score -2.359544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 168345 members 
Entering Unmasked Estep 
Score: -23595442.000000 Penalty: 5981.357910
	Iteration 76Q: 3 clusters Score -2.359544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 168350 members 
Entering Unmasked Estep 
Score: -23595432.000000 Penalty: 5981.357910
	Iteration 77Q: 3 clusters Score -2.359543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 168355 members 
Entering Unmasked Estep 
Score: -23595438.000000 Penalty: 5981.357910
	Iteration 78Q: 3 clusters Score -2.359544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 168362 members 
Entering Unmasked Estep 
Score: -23595448.000000 Penalty: 5981.357910
	Iteration 79Q: 3 clusters Score -2.359545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 168367 members 
Entering Unmasked Estep 
Score: -23595432.000000 Penalty: 5981.357910
	Iteration 80F: 3 clusters Score -2.359543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 168377 members 
Entering Unmasked Estep 
Score: -23595442.000000 Penalty: 5981.357910
	Iteration 81Q: 3 clusters Score -2.359544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 168380 members 
Entering Unmasked Estep 
Score: -23595420.000000 Penalty: 5981.357910
	Iteration 82Q: 3 clusters Score -2.359542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 168386 members 
Entering Unmasked Estep 
Score: -23595452.000000 Penalty: 5981.357910
	Iteration 83Q: 3 clusters Score -2.359545e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 168395 members 
Entering Unmasked Estep 
Score: -23595460.000000 Penalty: 5981.357910
	Iteration 84Q: 3 clusters Score -2.359546e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 168405 members 
Entering Unmasked Estep 
Score: -23595468.000000 Penalty: 5981.357910
	Iteration 85Q: 3 clusters Score -2.359547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 168417 members 
Entering Unmasked Estep 
Score: -23595466.000000 Penalty: 5981.357910
	Iteration 86Q: 3 clusters Score -2.359547e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 168428 members 
Entering Unmasked Estep 
Score: -23595458.000000 Penalty: 5981.357910
	Iteration 87Q: 3 clusters Score -2.359546e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 168436 members 
Entering Unmasked Estep 
Score: -23595464.000000 Penalty: 5981.357910
	Iteration 88Q: 3 clusters Score -2.359546e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 168443 members 
Entering Unmasked Estep 
Score: -23595454.000000 Penalty: 5981.357910
	Iteration 89Q: 3 clusters Score -2.359545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 168451 members 
Entering Unmasked Estep 
Score: -23595444.000000 Penalty: 5981.357910
	Iteration 90Q: 3 clusters Score -2.359544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 168454 members 
Entering Unmasked Estep 
Score: -23595452.000000 Penalty: 5981.357910
	Iteration 91Q: 3 clusters Score -2.359545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 168460 members 
Entering Unmasked Estep 
Score: -23595444.000000 Penalty: 5981.357910
	Iteration 92Q: 3 clusters Score -2.359544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 168464 members 
Entering Unmasked Estep 
Score: -23595442.000000 Penalty: 5981.357910
	Iteration 93Q: 3 clusters Score -2.359544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 168467 members 
Entering Unmasked Estep 
Score: -23595446.000000 Penalty: 5981.357910
	Iteration 94Q: 3 clusters Score -2.359545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 168472 members 
Entering Unmasked Estep 
Score: -23595454.000000 Penalty: 5981.357910
	Iteration 95Q: 3 clusters Score -2.359545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 168478 members 
Entering Unmasked Estep 
Score: -23595440.000000 Penalty: 5981.357910
	Iteration 96Q: 3 clusters Score -2.359544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 168478 members 
Entering Unmasked Estep 
Score: -23595432.000000 Penalty: 5981.357910
	Iteration 97Q: 3 clusters Score -2.359543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 168482 members 
Entering Unmasked Estep 
Score: -23595444.000000 Penalty: 5981.357910
	Iteration 98Q: 3 clusters Score -2.359544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 168488 members 
Entering Unmasked Estep 
Score: -23595442.000000 Penalty: 5981.357910
	Iteration 99Q: 3 clusters Score -2.359544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 168492 members 
Entering Unmasked Estep 
Score: -23595434.000000 Penalty: 5981.357910
	Iteration 100F: 3 clusters Score -2.359543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 168494 members 
Entering Unmasked Estep 
Score: -23595438.000000 Penalty: 5981.357910
	Iteration 101Q: 3 clusters Score -2.359544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 168497 members 
Entering Unmasked Estep 
Score: -23595430.000000 Penalty: 5981.357910
	Iteration 102Q: 3 clusters Score -2.359543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 168499 members 
Entering Unmasked Estep 
Score: -23595434.000000 Penalty: 5981.357910
	Iteration 103Q: 3 clusters Score -2.359543e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 168505 members 
Entering Unmasked Estep 
Score: -23595452.000000 Penalty: 5981.357910
	Iteration 104Q: 3 clusters Score -2.359545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 168509 members 
Entering Unmasked Estep 
Score: -23595450.000000 Penalty: 5981.357910
	Iteration 105Q: 3 clusters Score -2.359545e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 168512 members 
Entering Unmasked Estep 
Score: -23595448.000000 Penalty: 5981.357910
	Iteration 106Q: 3 clusters Score -2.359545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 168514 members 
Entering Unmasked Estep 
Score: -23595452.000000 Penalty: 5981.357910
	Iteration 107Q: 3 clusters Score -2.359545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 168516 members 
Entering Unmasked Estep 
Score: -23595446.000000 Penalty: 5981.357910
	Iteration 108Q: 3 clusters Score -2.359545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 168518 members 
Entering Unmasked Estep 
Score: -23595450.000000 Penalty: 5981.357910
	Iteration 109Q: 3 clusters Score -2.359545e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 168519 members 
Entering Unmasked Estep 
Score: -23595466.000000 Penalty: 5981.357910
	Iteration 110Q: 3 clusters Score -2.359547e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 168523 members 
Entering Unmasked Estep 
Score: -23595472.000000 Penalty: 5981.357910
	Iteration 111Q: 3 clusters Score -2.359547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 168524 members 
Entering Unmasked Estep 
Score: -23595458.000000 Penalty: 5981.357910
	Iteration 112Q: 3 clusters Score -2.359546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 168523 members 
Entering Unmasked Estep 
Score: -23595458.000000 Penalty: 5981.357910
	Iteration 113Q: 3 clusters Score -2.359546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 168522 members 
Entering Unmasked Estep 
Score: -23595476.000000 Penalty: 5981.357910
	Iteration 114Q: 3 clusters Score -2.359548e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 168522 members 
Entering Unmasked Estep 
Score: -23595476.000000 Penalty: 5981.357910
	Iteration 115F: 3 clusters Score -2.359548e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Entering Unmasked Estep 
Score: -4806674.000000 Penalty: 2599.044189
	Iteration 0F: 2 clusters Score -4806674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4782559.000000 Penalty: 5198.088379
	Iteration 0F: 3 clusters Score -4782559 nChanged 16157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -4791379.000000 Penalty: 5198.088379
	Iteration 1F: 3 clusters Score -4791379 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -4792167.000000 Penalty: 5198.088379
	Iteration 2F: 3 clusters Score -4792167 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -4793032.500000 Penalty: 5198.088379
	Iteration 3F: 3 clusters Score -4793032 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -4794084.500000 Penalty: 5198.088379
	Iteration 4F: 3 clusters Score -4794084 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -4795230.500000 Penalty: 5198.088379
	Iteration 5F: 3 clusters Score -4795230 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -4796545.000000 Penalty: 5198.088379
	Iteration 6F: 3 clusters Score -4796545 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -4797875.500000 Penalty: 5198.088379
	Iteration 7F: 3 clusters Score -4797876 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -4799090.500000 Penalty: 5198.088379
	Iteration 8F: 3 clusters Score -4799090 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -4799987.500000 Penalty: 5198.088379
	Iteration 9Q: 3 clusters Score -4799988 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -4800644.000000 Penalty: 5198.088379
	Iteration 10Q: 3 clusters Score -4800644 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -4801200.500000 Penalty: 5198.088379
	Iteration 11Q: 3 clusters Score -4801200 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -4801632.000000 Penalty: 5198.088379
	Iteration 12Q: 3 clusters Score -4801632 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -4801972.000000 Penalty: 5198.088379
	Iteration 13Q: 3 clusters Score -4801972 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -4802245.500000 Penalty: 5198.088379
	Iteration 14Q: 3 clusters Score -4802246 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 28922 members 
Entering Unmasked Estep 
Score: -4802449.000000 Penalty: 5198.088379
	Iteration 15Q: 3 clusters Score -4802449 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -4802641.500000 Penalty: 5198.088379
	Iteration 16Q: 3 clusters Score -4802642 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4802843.500000 Penalty: 5198.088379
	Iteration 17Q: 3 clusters Score -4802844 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 30018 members 
Entering Unmasked Estep 
Score: -4803064.500000 Penalty: 5198.088379
	Iteration 18Q: 3 clusters Score -4803064 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -4803362.500000 Penalty: 5198.088379
	Iteration 19Q: 3 clusters Score -4803362 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -4803650.500000 Penalty: 5198.088379
	Iteration 20F: 3 clusters Score -4803650 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4803902.000000 Penalty: 5198.088379
	Iteration 21Q: 3 clusters Score -4803902 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -4804046.500000 Penalty: 5198.088379
	Iteration 22Q: 3 clusters Score -4804046 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 31289 members 
Entering Unmasked Estep 
Score: -4804130.000000 Penalty: 5198.088379
	Iteration 23Q: 3 clusters Score -4804130 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 31397 members 
Entering Unmasked Estep 
Score: -4804178.500000 Penalty: 5198.088379
	Iteration 24Q: 3 clusters Score -4804178 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -4804245.500000 Penalty: 5198.088379
	Iteration 25Q: 3 clusters Score -4804246 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -4804278.500000 Penalty: 5198.088379
	Iteration 26Q: 3 clusters Score -4804278 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -4804307.000000 Penalty: 5198.088379
	Iteration 27Q: 3 clusters Score -4804307 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -4804341.000000 Penalty: 5198.088379
	Iteration 28Q: 3 clusters Score -4804341 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -4804365.500000 Penalty: 5198.088379
	Iteration 29Q: 3 clusters Score -4804366 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -4804390.000000 Penalty: 5198.088379
	Iteration 30Q: 3 clusters Score -4804390 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -4804397.500000 Penalty: 5198.088379
	Iteration 31Q: 3 clusters Score -4804398 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4804425.000000 Penalty: 5198.088379
	Iteration 32Q: 3 clusters Score -4804425 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -4804452.500000 Penalty: 5198.088379
	Iteration 33Q: 3 clusters Score -4804452 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 31697 members 
Entering Unmasked Estep 
Score: -4804467.000000 Penalty: 5198.088379
	Iteration 34Q: 3 clusters Score -4804467 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -4804477.500000 Penalty: 5198.088379
	Iteration 35Q: 3 clusters Score -4804478 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -4804489.500000 Penalty: 5198.088379
	Iteration 36Q: 3 clusters Score -4804490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -4804503.000000 Penalty: 5198.088379
	Iteration 37Q: 3 clusters Score -4804503 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4804504.000000 Penalty: 5198.088379
	Iteration 38Q: 3 clusters Score -4804504 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -4804514.000000 Penalty: 5198.088379
	Iteration 39Q: 3 clusters Score -4804514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -4804520.500000 Penalty: 5198.088379
	Iteration 40F: 3 clusters Score -4804520 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -4804537.000000 Penalty: 5198.088379
	Iteration 41Q: 3 clusters Score -4804537 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -4804550.000000 Penalty: 5198.088379
	Iteration 42Q: 3 clusters Score -4804550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -4804549.500000 Penalty: 5198.088379
	Iteration 43Q: 3 clusters Score -4804550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -4804554.000000 Penalty: 5198.088379
	Iteration 44Q: 3 clusters Score -4804554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -4804560.500000 Penalty: 5198.088379
	Iteration 45Q: 3 clusters Score -4804560 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -4804559.500000 Penalty: 5198.088379
	Iteration 46Q: 3 clusters Score -4804560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4804575.500000 Penalty: 5198.088379
	Iteration 47Q: 3 clusters Score -4804576 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -4804567.500000 Penalty: 5198.088379
	Iteration 48Q: 3 clusters Score -4804568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -4804569.000000 Penalty: 5198.088379
	Iteration 49Q: 3 clusters Score -4804569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -4804571.500000 Penalty: 5198.088379
	Iteration 50Q: 3 clusters Score -4804572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -4804575.500000 Penalty: 5198.088379
	Iteration 51Q: 3 clusters Score -4804576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4804578.000000 Penalty: 5198.088379
	Iteration 52Q: 3 clusters Score -4804578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4804587.000000 Penalty: 5198.088379
	Iteration 53Q: 3 clusters Score -4804587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4804585.000000 Penalty: 5198.088379
	Iteration 54Q: 3 clusters Score -4804585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -4804586.500000 Penalty: 5198.088379
	Iteration 55Q: 3 clusters Score -4804586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -4804589.000000 Penalty: 5198.088379
	Iteration 56Q: 3 clusters Score -4804589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -4804584.000000 Penalty: 5198.088379
	Iteration 57Q: 3 clusters Score -4804584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 31937 members 
Entering Unmasked Estep 
Score: -4804590.500000 Penalty: 5198.088379
	Iteration 58Q: 3 clusters Score -4804590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -4804591.000000 Penalty: 5198.088379
	Iteration 59Q: 3 clusters Score -4804591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -4804592.500000 Penalty: 5198.088379
	Iteration 60F: 3 clusters Score -4804592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4804594.000000 Penalty: 5198.088379
	Iteration 61Q: 3 clusters Score -4804594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4804601.500000 Penalty: 5198.088379
	Iteration 62Q: 3 clusters Score -4804602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4804589.000000 Penalty: 5198.088379
	Iteration 63Q: 3 clusters Score -4804589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4804595.000000 Penalty: 5198.088379
	Iteration 64Q: 3 clusters Score -4804595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4804596.500000 Penalty: 5198.088379
	Iteration 65Q: 3 clusters Score -4804596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4804594.500000 Penalty: 5198.088379
	Iteration 66Q: 3 clusters Score -4804594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -4804597.000000 Penalty: 5198.088379
	Iteration 67Q: 3 clusters Score -4804597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4804594.500000 Penalty: 5198.088379
	Iteration 68Q: 3 clusters Score -4804594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4804602.500000 Penalty: 5198.088379
	Iteration 69Q: 3 clusters Score -4804602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4804600.000000 Penalty: 5198.088379
	Iteration 70Q: 3 clusters Score -4804600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4804598.000000 Penalty: 5198.088379
	Iteration 71Q: 3 clusters Score -4804598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4804603.500000 Penalty: 5198.088379
	Iteration 72Q: 3 clusters Score -4804604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -4804608.500000 Penalty: 5198.088379
	Iteration 73Q: 3 clusters Score -4804608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -4804610.500000 Penalty: 5198.088379
	Iteration 74Q: 3 clusters Score -4804610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -4804609.500000 Penalty: 5198.088379
	Iteration 75Q: 3 clusters Score -4804610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -4804608.000000 Penalty: 5198.088379
	Iteration 76Q: 3 clusters Score -4804608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -4804605.000000 Penalty: 5198.088379
	Iteration 77Q: 3 clusters Score -4804605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -4804607.500000 Penalty: 5198.088379
	Iteration 78Q: 3 clusters Score -4804608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4804611.000000 Penalty: 5198.088379
	Iteration 79Q: 3 clusters Score -4804611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -4804611.000000 Penalty: 5198.088379
	Iteration 80F: 3 clusters Score -4804611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 31967 members 
Entering Unmasked Estep 
Score: -4804613.500000 Penalty: 5198.088379
	Iteration 81Q: 3 clusters Score -4804614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -4804617.000000 Penalty: 5198.088379
	Iteration 82Q: 3 clusters Score -4804617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -4804613.000000 Penalty: 5198.088379
	Iteration 83Q: 3 clusters Score -4804613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -4804617.500000 Penalty: 5198.088379
	Iteration 84Q: 3 clusters Score -4804618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4804618.500000 Penalty: 5198.088379
	Iteration 85Q: 3 clusters Score -4804618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -4804618.500000 Penalty: 5198.088379
	Iteration 86F: 3 clusters Score -4804618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Entering Unmasked Estep 
Score: -1128591.000000 Penalty: 2252.038574
	Iteration 0F: 2 clusters Score -1128591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1121710.375000 Penalty: 4504.077148
	Iteration 0F: 3 clusters Score -1121710 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1123667.375000 Penalty: 4504.077148
	Iteration 1F: 3 clusters Score -1123667 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1123924.250000 Penalty: 4504.077148
	Iteration 2F: 3 clusters Score -1123924 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1124124.250000 Penalty: 4504.077148
	Iteration 3Q: 3 clusters Score -1124124 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1124340.375000 Penalty: 4504.077148
	Iteration 4Q: 3 clusters Score -1124340 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1124653.000000 Penalty: 4504.077148
	Iteration 5Q: 3 clusters Score -1124653 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1124956.125000 Penalty: 4504.077148
	Iteration 6Q: 3 clusters Score -1124956 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1125235.750000 Penalty: 4504.077148
	Iteration 7Q: 3 clusters Score -1125236 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1125494.750000 Penalty: 4504.077148
	Iteration 8Q: 3 clusters Score -1125495 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1125716.625000 Penalty: 4504.077148
	Iteration 9Q: 3 clusters Score -1125717 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1125960.750000 Penalty: 4504.077148
	Iteration 10Q: 3 clusters Score -1125961 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1126189.250000 Penalty: 4504.077148
	Iteration 11Q: 3 clusters Score -1126189 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1126454.375000 Penalty: 4504.077148
	Iteration 12Q: 3 clusters Score -1126454 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1126738.125000 Penalty: 4504.077148
	Iteration 13Q: 3 clusters Score -1126738 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1127036.250000 Penalty: 4504.077148
	Iteration 14Q: 3 clusters Score -1127036 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1127304.750000 Penalty: 4504.077148
	Iteration 15Q: 3 clusters Score -1127305 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1127479.250000 Penalty: 4504.077148
	Iteration 16Q: 3 clusters Score -1127479 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1127614.500000 Penalty: 4504.077148
	Iteration 17Q: 3 clusters Score -1127614 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1127696.000000 Penalty: 4504.077148
	Iteration 18Q: 3 clusters Score -1127696 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1127738.750000 Penalty: 4504.077148
	Iteration 19Q: 3 clusters Score -1127739 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1127771.000000 Penalty: 4504.077148
	Iteration 20F: 3 clusters Score -1127771 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1127796.750000 Penalty: 4504.077148
	Iteration 21Q: 3 clusters Score -1127797 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1127816.875000 Penalty: 4504.077148
	Iteration 22Q: 3 clusters Score -1127817 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1127836.875000 Penalty: 4504.077148
	Iteration 23Q: 3 clusters Score -1127837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1127850.250000 Penalty: 4504.077148
	Iteration 24Q: 3 clusters Score -1127850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1127863.000000 Penalty: 4504.077148
	Iteration 25Q: 3 clusters Score -1127863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1127874.625000 Penalty: 4504.077148
	Iteration 26Q: 3 clusters Score -1127875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1127879.500000 Penalty: 4504.077148
	Iteration 27Q: 3 clusters Score -1127880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1127887.750000 Penalty: 4504.077148
	Iteration 28Q: 3 clusters Score -1127888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1127891.750000 Penalty: 4504.077148
	Iteration 29Q: 3 clusters Score -1127892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1127892.750000 Penalty: 4504.077148
	Iteration 30Q: 3 clusters Score -1127893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1127891.500000 Penalty: 4504.077148
	Iteration 31Q: 3 clusters Score -1127892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1127891.500000 Penalty: 4504.077148
	Iteration 32Q: 3 clusters Score -1127892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1127891.500000 Penalty: 4504.077148
	Iteration 33F: 3 clusters Score -1127892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Entering Unmasked Estep 
Score: -27059.660156 Penalty: 1370.312378
	Iteration 0F: 2 clusters Score -27059.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25917.046875 Penalty: 2740.624756
	Iteration 0F: 3 clusters Score -25917.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26119.777344 Penalty: 2740.624756
	Iteration 1F: 3 clusters Score -26119.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26217.433594 Penalty: 2740.624756
	Iteration 2F: 3 clusters Score -26217.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26262.990234 Penalty: 2740.624756
	Iteration 3Q: 3 clusters Score -26262.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26270.005859 Penalty: 2740.624756
	Iteration 4Q: 3 clusters Score -26270.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26275.113281 Penalty: 2740.624756
	Iteration 5Q: 3 clusters Score -26275.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26283.484375 Penalty: 2740.624756
	Iteration 6Q: 3 clusters Score -26283.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26287.974609 Penalty: 2740.624756
	Iteration 7Q: 3 clusters Score -26287.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26295.634766 Penalty: 2740.624756
	Iteration 8Q: 3 clusters Score -26295.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26303.492188 Penalty: 2740.624756
	Iteration 9Q: 3 clusters Score -26303.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26317.726562 Penalty: 2740.624756
	Iteration 10Q: 3 clusters Score -26317.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26332.126953 Penalty: 2740.624756
	Iteration 11Q: 3 clusters Score -26332.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26345.566406 Penalty: 2740.624756
	Iteration 12Q: 3 clusters Score -26345.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26347.218750 Penalty: 2740.624756
	Iteration 13Q: 3 clusters Score -26347.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26352.910156 Penalty: 2740.624756
	Iteration 14Q: 3 clusters Score -26352.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26357.138672 Penalty: 2740.624756
	Iteration 15Q: 3 clusters Score -26357.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26372.896484 Penalty: 2740.624756
	Iteration 16Q: 3 clusters Score -26372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26372.896484 Penalty: 2740.624756
	Iteration 17F: 3 clusters Score -26372.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Entering Unmasked Estep 
Score: -7205463.000000 Penalty: 2694.690674
	Iteration 0F: 2 clusters Score -7205463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -7170199.500000 Penalty: 5389.381348
	Iteration 0F: 3 clusters Score -7170200 nChanged 24421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -7183828.500000 Penalty: 5389.381348
	Iteration 1F: 3 clusters Score -7183828 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -7184661.000000 Penalty: 5389.381348
	Iteration 2Q: 3 clusters Score -7184661 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 29772 members 
Entering Unmasked Estep 
Score: -7185623.000000 Penalty: 5389.381348
	Iteration 3Q: 3 clusters Score -7185623 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -7186988.000000 Penalty: 5389.381348
	Iteration 4F: 3 clusters Score -7186988 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -7188804.500000 Penalty: 5389.381348
	Iteration 5F: 3 clusters Score -7188804 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -7191163.000000 Penalty: 5389.381348
	Iteration 6F: 3 clusters Score -7191163 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -7193568.000000 Penalty: 5389.381348
	Iteration 7F: 3 clusters Score -7193568 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -7195698.000000 Penalty: 5389.381348
	Iteration 8F: 3 clusters Score -7195698 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 44813 members 
Entering Unmasked Estep 
Score: -7197280.000000 Penalty: 5389.381348
	Iteration 9Q: 3 clusters Score -7197280 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -7198808.000000 Penalty: 5389.381348
	Iteration 10Q: 3 clusters Score -7198808 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 47570 members 
Entering Unmasked Estep 
Score: -7200578.500000 Penalty: 5389.381348
	Iteration 11Q: 3 clusters Score -7200578 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -7201871.000000 Penalty: 5389.381348
	Iteration 12Q: 3 clusters Score -7201871 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -7202472.000000 Penalty: 5389.381348
	Iteration 13Q: 3 clusters Score -7202472 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -7202743.000000 Penalty: 5389.381348
	Iteration 14Q: 3 clusters Score -7202743 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -7202895.000000 Penalty: 5389.381348
	Iteration 15Q: 3 clusters Score -7202895 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 48791 members 
Entering Unmasked Estep 
Score: -7202973.000000 Penalty: 5389.381348
	Iteration 16Q: 3 clusters Score -7202973 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 48891 members 
Entering Unmasked Estep 
Score: -7203051.000000 Penalty: 5389.381348
	Iteration 17Q: 3 clusters Score -7203051 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 48974 members 
Entering Unmasked Estep 
Score: -7203071.500000 Penalty: 5389.381348
	Iteration 18Q: 3 clusters Score -7203072 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 49055 members 
Entering Unmasked Estep 
Score: -7203111.000000 Penalty: 5389.381348
	Iteration 19Q: 3 clusters Score -7203111 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -7203138.500000 Penalty: 5389.381348
	Iteration 20F: 3 clusters Score -7203138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 49211 members 
Entering Unmasked Estep 
Score: -7203135.000000 Penalty: 5389.381348
	Iteration 21Q: 3 clusters Score -7203135 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -7203156.000000 Penalty: 5389.381348
	Iteration 22Q: 3 clusters Score -7203156 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 49318 members 
Entering Unmasked Estep 
Score: -7203175.500000 Penalty: 5389.381348
	Iteration 23Q: 3 clusters Score -7203176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -7203188.500000 Penalty: 5389.381348
	Iteration 24Q: 3 clusters Score -7203188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -7203191.500000 Penalty: 5389.381348
	Iteration 25Q: 3 clusters Score -7203192 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 49455 members 
Entering Unmasked Estep 
Score: -7203208.500000 Penalty: 5389.381348
	Iteration 26Q: 3 clusters Score -7203208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 49486 members 
Entering Unmasked Estep 
Score: -7203206.000000 Penalty: 5389.381348
	Iteration 27Q: 3 clusters Score -7203206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -7203211.000000 Penalty: 5389.381348
	Iteration 28Q: 3 clusters Score -7203211 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -7203212.500000 Penalty: 5389.381348
	Iteration 29Q: 3 clusters Score -7203212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -7203232.000000 Penalty: 5389.381348
	Iteration 30Q: 3 clusters Score -7203232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -7203241.000000 Penalty: 5389.381348
	Iteration 31Q: 3 clusters Score -7203241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 49594 members 
Entering Unmasked Estep 
Score: -7203246.500000 Penalty: 5389.381348
	Iteration 32Q: 3 clusters Score -7203246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -7203261.000000 Penalty: 5389.381348
	Iteration 33Q: 3 clusters Score -7203261 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -7203274.000000 Penalty: 5389.381348
	Iteration 34Q: 3 clusters Score -7203274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -7203277.500000 Penalty: 5389.381348
	Iteration 35Q: 3 clusters Score -7203278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -7203294.500000 Penalty: 5389.381348
	Iteration 36Q: 3 clusters Score -7203294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -7203285.000000 Penalty: 5389.381348
	Iteration 37Q: 3 clusters Score -7203285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -7203291.500000 Penalty: 5389.381348
	Iteration 38Q: 3 clusters Score -7203292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -7203291.500000 Penalty: 5389.381348
	Iteration 39Q: 3 clusters Score -7203292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -7203297.000000 Penalty: 5389.381348
	Iteration 40F: 3 clusters Score -7203297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 49839 members 
Entering Unmasked Estep 
Score: -7203316.000000 Penalty: 5389.381348
	Iteration 41Q: 3 clusters Score -7203316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -7203333.000000 Penalty: 5389.381348
	Iteration 42Q: 3 clusters Score -7203333 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 49891 members 
Entering Unmasked Estep 
Score: -7203333.000000 Penalty: 5389.381348
	Iteration 43Q: 3 clusters Score -7203333 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -7203344.000000 Penalty: 5389.381348
	Iteration 44Q: 3 clusters Score -7203344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 49924 members 
Entering Unmasked Estep 
Score: -7203351.000000 Penalty: 5389.381348
	Iteration 45Q: 3 clusters Score -7203351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -7203364.000000 Penalty: 5389.381348
	Iteration 46Q: 3 clusters Score -7203364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 49938 members 
Entering Unmasked Estep 
Score: -7203365.000000 Penalty: 5389.381348
	Iteration 47Q: 3 clusters Score -7203365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -7203361.000000 Penalty: 5389.381348
	Iteration 48Q: 3 clusters Score -7203361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 49942 members 
Entering Unmasked Estep 
Score: -7203366.000000 Penalty: 5389.381348
	Iteration 49Q: 3 clusters Score -7203366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -7203368.500000 Penalty: 5389.381348
	Iteration 50Q: 3 clusters Score -7203368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 49944 members 
Entering Unmasked Estep 
Score: -7203368.500000 Penalty: 5389.381348
	Iteration 51F: 3 clusters Score -7203368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (84773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84773 members 
Entering Unmasked Estep 
Score: -11750679.000000 Penalty: 2814.237793
	Iteration 0F: 2 clusters Score -1.175068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -11693766.000000 Penalty: 5628.475586
	Iteration 0F: 3 clusters Score -1.169377e+07 nChanged 40046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -11716866.000000 Penalty: 5628.475586
	Iteration 1F: 3 clusters Score -1.171687e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -11718188.000000 Penalty: 5628.475586
	Iteration 2Q: 3 clusters Score -1.171819e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -11720340.000000 Penalty: 5628.475586
	Iteration 3F: 3 clusters Score -1.172034e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 58958 members 
Entering Unmasked Estep 
Score: -11723866.000000 Penalty: 5628.475586
	Iteration 4F: 3 clusters Score -1.172387e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 65941 members 
Entering Unmasked Estep 
Score: -11729670.000000 Penalty: 5628.475586
	Iteration 5F: 3 clusters Score -1.172967e+07 nChanged 7442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 73365 members 
Entering Unmasked Estep 
Score: -11736957.000000 Penalty: 5628.475586
	Iteration 6F: 3 clusters Score -1.173696e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -11743050.000000 Penalty: 5628.475586
	Iteration 7F: 3 clusters Score -1.174305e+07 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 82742 members 
Entering Unmasked Estep 
Score: -11746365.000000 Penalty: 5628.475586
	Iteration 8Q: 3 clusters Score -1.174636e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 84011 members 
Entering Unmasked Estep 
Score: -11747552.000000 Penalty: 5628.475586
	Iteration 9Q: 3 clusters Score -1.174755e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -11747907.000000 Penalty: 5628.475586
	Iteration 10Q: 3 clusters Score -1.174791e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -11748042.000000 Penalty: 5628.475586
	Iteration 11Q: 3 clusters Score -1.174804e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 84510 members 
Entering Unmasked Estep 
Score: -11748082.000000 Penalty: 5628.475586
	Iteration 12Q: 3 clusters Score -1.174808e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 84527 members 
Entering Unmasked Estep 
Score: -11748132.000000 Penalty: 5628.475586
	Iteration 13Q: 3 clusters Score -1.174813e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -11748164.000000 Penalty: 5628.475586
	Iteration 14Q: 3 clusters Score -1.174816e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 84547 members 
Entering Unmasked Estep 
Score: -11748180.000000 Penalty: 5628.475586
	Iteration 15Q: 3 clusters Score -1.174818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 84552 members 
Entering Unmasked Estep 
Score: -11748194.000000 Penalty: 5628.475586
	Iteration 16Q: 3 clusters Score -1.174819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 84558 members 
Entering Unmasked Estep 
Score: -11748199.000000 Penalty: 5628.475586
	Iteration 17Q: 3 clusters Score -1.17482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 84563 members 
Entering Unmasked Estep 
Score: -11748201.000000 Penalty: 5628.475586
	Iteration 18Q: 3 clusters Score -1.17482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 84566 members 
Entering Unmasked Estep 
Score: -11748216.000000 Penalty: 5628.475586
	Iteration 19Q: 3 clusters Score -1.174822e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 84566 members 
Entering Unmasked Estep 
Score: -11748220.000000 Penalty: 5628.475586
	Iteration 20F: 3 clusters Score -1.174822e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76826 members 
Entering Unmasked Estep 
Score: -10325929.000000 Penalty: 2789.825928
	Iteration 0F: 2 clusters Score -1.032593e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -10274415.000000 Penalty: 5579.651855
	Iteration 0F: 3 clusters Score -1.027442e+07 nChanged 36142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -10294702.000000 Penalty: 5579.651855
	Iteration 1F: 3 clusters Score -1.02947e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -10295344.000000 Penalty: 5579.651855
	Iteration 2Q: 3 clusters Score -1.029534e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 37169 members 
Entering Unmasked Estep 
Score: -10295954.000000 Penalty: 5579.651855
	Iteration 3Q: 3 clusters Score -1.029595e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 36793 members 
Entering Unmasked Estep 
Score: -10296729.000000 Penalty: 5579.651855
	Iteration 4Q: 3 clusters Score -1.029673e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -10297761.000000 Penalty: 5579.651855
	Iteration 5Q: 3 clusters Score -1.029776e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -10299072.000000 Penalty: 5579.651855
	Iteration 6Q: 3 clusters Score -1.029907e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -10301191.000000 Penalty: 5579.651855
	Iteration 7Q: 3 clusters Score -1.030119e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -10304250.000000 Penalty: 5579.651855
	Iteration 8F: 3 clusters Score -1.030425e+07 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -10307809.000000 Penalty: 5579.651855
	Iteration 9F: 3 clusters Score -1.030781e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -10311035.000000 Penalty: 5579.651855
	Iteration 10F: 3 clusters Score -1.031104e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -10313504.000000 Penalty: 5579.651855
	Iteration 11F: 3 clusters Score -1.03135e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -10315360.000000 Penalty: 5579.651855
	Iteration 12Q: 3 clusters Score -1.031536e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -10316685.000000 Penalty: 5579.651855
	Iteration 13Q: 3 clusters Score -1.031668e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -10317533.000000 Penalty: 5579.651855
	Iteration 14Q: 3 clusters Score -1.031753e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47283 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -10318111.000000 Penalty: 5579.651855
	Iteration 15Q: 3 clusters Score -1.031811e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -10318585.000000 Penalty: 5579.651855
	Iteration 16Q: 3 clusters Score -1.031858e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -10318927.000000 Penalty: 5579.651855
	Iteration 17Q: 3 clusters Score -1.031893e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 25944 members 
Entering Unmasked Estep 
Score: -10319192.000000 Penalty: 5579.651855
	Iteration 18Q: 3 clusters Score -1.031919e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -10319508.000000 Penalty: 5579.651855
	Iteration 19Q: 3 clusters Score -1.031951e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -10319751.000000 Penalty: 5579.651855
	Iteration 20F: 3 clusters Score -1.031975e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -10320010.000000 Penalty: 5579.651855
	Iteration 21Q: 3 clusters Score -1.032001e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55383 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -10320215.000000 Penalty: 5579.651855
	Iteration 22Q: 3 clusters Score -1.032022e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56464 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -10320502.000000 Penalty: 5579.651855
	Iteration 23Q: 3 clusters Score -1.03205e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -10320795.000000 Penalty: 5579.651855
	Iteration 24Q: 3 clusters Score -1.03208e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58823 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -10321127.000000 Penalty: 5579.651855
	Iteration 25Q: 3 clusters Score -1.032113e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59987 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -10321511.000000 Penalty: 5579.651855
	Iteration 26Q: 3 clusters Score -1.032151e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61189 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -10321805.000000 Penalty: 5579.651855
	Iteration 27Q: 3 clusters Score -1.03218e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62363 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -10322153.000000 Penalty: 5579.651855
	Iteration 28Q: 3 clusters Score -1.032215e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -10322507.000000 Penalty: 5579.651855
	Iteration 29Q: 3 clusters Score -1.032251e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64613 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -10322848.000000 Penalty: 5579.651855
	Iteration 30Q: 3 clusters Score -1.032285e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65561 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -10323172.000000 Penalty: 5579.651855
	Iteration 31Q: 3 clusters Score -1.032317e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -10323407.000000 Penalty: 5579.651855
	Iteration 32Q: 3 clusters Score -1.032341e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67254 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -10323634.000000 Penalty: 5579.651855
	Iteration 33Q: 3 clusters Score -1.032363e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -10323770.000000 Penalty: 5579.651855
	Iteration 34Q: 3 clusters Score -1.032377e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68546 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -10323899.000000 Penalty: 5579.651855
	Iteration 35Q: 3 clusters Score -1.03239e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69047 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -10324019.000000 Penalty: 5579.651855
	Iteration 36Q: 3 clusters Score -1.032402e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -10324101.000000 Penalty: 5579.651855
	Iteration 37Q: 3 clusters Score -1.03241e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69848 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -10324153.000000 Penalty: 5579.651855
	Iteration 38Q: 3 clusters Score -1.032415e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -10324237.000000 Penalty: 5579.651855
	Iteration 39Q: 3 clusters Score -1.032424e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -10324287.000000 Penalty: 5579.651855
	Iteration 40F: 3 clusters Score -1.032429e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70660 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -10324338.000000 Penalty: 5579.651855
	Iteration 41Q: 3 clusters Score -1.032434e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -10324378.000000 Penalty: 5579.651855
	Iteration 42Q: 3 clusters Score -1.032438e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71033 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -10324421.000000 Penalty: 5579.651855
	Iteration 43Q: 3 clusters Score -1.032442e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -10324458.000000 Penalty: 5579.651855
	Iteration 44Q: 3 clusters Score -1.032446e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71335 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -10324489.000000 Penalty: 5579.651855
	Iteration 45Q: 3 clusters Score -1.032449e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71463 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -10324511.000000 Penalty: 5579.651855
	Iteration 46Q: 3 clusters Score -1.032451e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71573 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -10324564.000000 Penalty: 5579.651855
	Iteration 47Q: 3 clusters Score -1.032456e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71692 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -10324580.000000 Penalty: 5579.651855
	Iteration 48Q: 3 clusters Score -1.032458e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71787 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -10324612.000000 Penalty: 5579.651855
	Iteration 49Q: 3 clusters Score -1.032461e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -10324634.000000 Penalty: 5579.651855
	Iteration 50Q: 3 clusters Score -1.032463e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71955 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -10324650.000000 Penalty: 5579.651855
	Iteration 51Q: 3 clusters Score -1.032465e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -10324674.000000 Penalty: 5579.651855
	Iteration 52Q: 3 clusters Score -1.032467e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72094 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -10324700.000000 Penalty: 5579.651855
	Iteration 53Q: 3 clusters Score -1.03247e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72157 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -10324706.000000 Penalty: 5579.651855
	Iteration 54Q: 3 clusters Score -1.032471e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72210 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -10324711.000000 Penalty: 5579.651855
	Iteration 55Q: 3 clusters Score -1.032471e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72246 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -10324699.000000 Penalty: 5579.651855
	Iteration 56Q: 3 clusters Score -1.03247e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72277 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -10324712.000000 Penalty: 5579.651855
	Iteration 57Q: 3 clusters Score -1.032471e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72310 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -10324695.000000 Penalty: 5579.651855
	Iteration 58Q: 3 clusters Score -1.03247e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72340 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -10324701.000000 Penalty: 5579.651855
	Iteration 59Q: 3 clusters Score -1.03247e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72375 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -10324696.000000 Penalty: 5579.651855
	Iteration 60F: 3 clusters Score -1.03247e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72406 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -10324699.000000 Penalty: 5579.651855
	Iteration 61Q: 3 clusters Score -1.03247e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72431 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -10324716.000000 Penalty: 5579.651855
	Iteration 62Q: 3 clusters Score -1.032472e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72463 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -10324719.000000 Penalty: 5579.651855
	Iteration 63Q: 3 clusters Score -1.032472e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -10324739.000000 Penalty: 5579.651855
	Iteration 64Q: 3 clusters Score -1.032474e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72514 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -10324742.000000 Penalty: 5579.651855
	Iteration 65Q: 3 clusters Score -1.032474e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72542 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -10324745.000000 Penalty: 5579.651855
	Iteration 66Q: 3 clusters Score -1.032474e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -10324744.000000 Penalty: 5579.651855
	Iteration 67Q: 3 clusters Score -1.032474e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72593 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -10324756.000000 Penalty: 5579.651855
	Iteration 68Q: 3 clusters Score -1.032476e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72621 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -10324755.000000 Penalty: 5579.651855
	Iteration 69Q: 3 clusters Score -1.032476e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72644 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -10324745.000000 Penalty: 5579.651855
	Iteration 70Q: 3 clusters Score -1.032474e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72663 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -10324760.000000 Penalty: 5579.651855
	Iteration 71Q: 3 clusters Score -1.032476e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72677 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -10324757.000000 Penalty: 5579.651855
	Iteration 72Q: 3 clusters Score -1.032476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72682 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -10324754.000000 Penalty: 5579.651855
	Iteration 73Q: 3 clusters Score -1.032475e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72691 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -10324754.000000 Penalty: 5579.651855
	Iteration 74Q: 3 clusters Score -1.032475e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72711 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -10324748.000000 Penalty: 5579.651855
	Iteration 75Q: 3 clusters Score -1.032475e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72728 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -10324749.000000 Penalty: 5579.651855
	Iteration 76Q: 3 clusters Score -1.032475e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -10324766.000000 Penalty: 5579.651855
	Iteration 77Q: 3 clusters Score -1.032477e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -10324777.000000 Penalty: 5579.651855
	Iteration 78Q: 3 clusters Score -1.032478e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72776 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -10324762.000000 Penalty: 5579.651855
	Iteration 79Q: 3 clusters Score -1.032476e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -10324772.000000 Penalty: 5579.651855
	Iteration 80F: 3 clusters Score -1.032477e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72800 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -10324773.000000 Penalty: 5579.651855
	Iteration 81Q: 3 clusters Score -1.032477e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -10324767.000000 Penalty: 5579.651855
	Iteration 82Q: 3 clusters Score -1.032477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72815 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -10324772.000000 Penalty: 5579.651855
	Iteration 83Q: 3 clusters Score -1.032477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -10324775.000000 Penalty: 5579.651855
	Iteration 84Q: 3 clusters Score -1.032478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72826 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -10324770.000000 Penalty: 5579.651855
	Iteration 85Q: 3 clusters Score -1.032477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72830 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -10324763.000000 Penalty: 5579.651855
	Iteration 86Q: 3 clusters Score -1.032476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72831 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -10324771.000000 Penalty: 5579.651855
	Iteration 87Q: 3 clusters Score -1.032477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -10324767.000000 Penalty: 5579.651855
	Iteration 88Q: 3 clusters Score -1.032477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -10324770.000000 Penalty: 5579.651855
	Iteration 89Q: 3 clusters Score -1.032477e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -10324769.000000 Penalty: 5579.651855
	Iteration 90Q: 3 clusters Score -1.032477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -10324768.000000 Penalty: 5579.651855
	Iteration 91Q: 3 clusters Score -1.032477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72837 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -10324769.000000 Penalty: 5579.651855
	Iteration 92Q: 3 clusters Score -1.032477e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -10324769.000000 Penalty: 5579.651855
	Iteration 93Q: 3 clusters Score -1.032477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72838 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -10324769.000000 Penalty: 5579.651855
	Iteration 94F: 3 clusters Score -1.032477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (283523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283523 members 
Entering Unmasked Estep 
Score: -39579380.000000 Penalty: 3113.652100
	Iteration 0F: 2 clusters Score -3.957938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141645 members 
Mstep: Class 2 contains 141878 members 
Entering Unmasked Estep 
Score: -39430132.000000 Penalty: 6227.304199
	Iteration 0F: 3 clusters Score -3.943013e+07 nChanged 137101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139878 members 
Mstep: Class 2 contains 143645 members 
Entering Unmasked Estep 
Score: -39511104.000000 Penalty: 6227.304199
	Iteration 1F: 3 clusters Score -3.95111e+07 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139017 members 
Mstep: Class 2 contains 144506 members 
Entering Unmasked Estep 
Score: -39512536.000000 Penalty: 6227.304199
	Iteration 2Q: 3 clusters Score -3.951254e+07 nChanged 8904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137903 members 
Mstep: Class 2 contains 145620 members 
Entering Unmasked Estep 
Score: -39515124.000000 Penalty: 6227.304199
	Iteration 3Q: 3 clusters Score -3.951512e+07 nChanged 10420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136259 members 
Mstep: Class 2 contains 147264 members 
Entering Unmasked Estep 
Score: -39518920.000000 Penalty: 6227.304199
	Iteration 4Q: 3 clusters Score -3.951892e+07 nChanged 12621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133704 members 
Mstep: Class 2 contains 149819 members 
Entering Unmasked Estep 
Score: -39524168.000000 Penalty: 6227.304199
	Iteration 5Q: 3 clusters Score -3.952417e+07 nChanged 14859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129907 members 
Mstep: Class 2 contains 153616 members 
Entering Unmasked Estep 
Score: -39531976.000000 Penalty: 6227.304199
	Iteration 6F: 3 clusters Score -3.953198e+07 nChanged 16345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124422 members 
Mstep: Class 2 contains 159101 members 
Entering Unmasked Estep 
Score: -39540708.000000 Penalty: 6227.304199
	Iteration 7F: 3 clusters Score -3.954071e+07 nChanged 16329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117149 members 
Mstep: Class 2 contains 166374 members 
Entering Unmasked Estep 
Score: -39549196.000000 Penalty: 6227.304199
	Iteration 8F: 3 clusters Score -3.95492e+07 nChanged 15161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108144 members 
Mstep: Class 2 contains 175379 members 
Entering Unmasked Estep 
Score: -39556628.000000 Penalty: 6227.304199
	Iteration 9F: 3 clusters Score -3.955663e+07 nChanged 13863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97345 members 
Mstep: Class 2 contains 186178 members 
Entering Unmasked Estep 
Score: -39563260.000000 Penalty: 6227.304199
	Iteration 10Q: 3 clusters Score -3.956326e+07 nChanged 13321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85040 members 
Mstep: Class 2 contains 198483 members 
Entering Unmasked Estep 
Score: -39569684.000000 Penalty: 6227.304199
	Iteration 11Q: 3 clusters Score -3.956968e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 211834 members 
Entering Unmasked Estep 
Score: -39576172.000000 Penalty: 6227.304199
	Iteration 12Q: 3 clusters Score -3.957617e+07 nChanged 13705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58036 members 
Mstep: Class 2 contains 225487 members 
Entering Unmasked Estep 
Score: -39582472.000000 Penalty: 6227.304199
	Iteration 13Q: 3 clusters Score -3.958247e+07 nChanged 13000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 238471 members 
Entering Unmasked Estep 
Score: -39587592.000000 Penalty: 6227.304199
	Iteration 14Q: 3 clusters Score -3.958759e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 249189 members 
Entering Unmasked Estep 
Score: -39589904.000000 Penalty: 6227.304199
	Iteration 15Q: 3 clusters Score -3.95899e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 257341 members 
Entering Unmasked Estep 
Score: -39589396.000000 Penalty: 6227.304199
	Iteration 16Q: 3 clusters Score -3.95894e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 263177 members 
Entering Unmasked Estep 
Score: -39587980.000000 Penalty: 6227.304199
	Iteration 17Q: 3 clusters Score -3.958798e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 267256 members 
Entering Unmasked Estep 
Score: -39586876.000000 Penalty: 6227.304199
	Iteration 18Q: 3 clusters Score -3.958688e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 270166 members 
Entering Unmasked Estep 
Score: -39585480.000000 Penalty: 6227.304199
	Iteration 19Q: 3 clusters Score -3.958548e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 272220 members 
Entering Unmasked Estep 
Score: -39584444.000000 Penalty: 6227.304199
	Iteration 20F: 3 clusters Score -3.958444e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 273723 members 
Entering Unmasked Estep 
Score: -39583508.000000 Penalty: 6227.304199
	Iteration 21Q: 3 clusters Score -3.958351e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 274851 members 
Entering Unmasked Estep 
Score: -39582924.000000 Penalty: 6227.304199
	Iteration 22Q: 3 clusters Score -3.958292e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 275713 members 
Entering Unmasked Estep 
Score: -39582464.000000 Penalty: 6227.304199
	Iteration 23Q: 3 clusters Score -3.958246e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 276390 members 
Entering Unmasked Estep 
Score: -39581984.000000 Penalty: 6227.304199
	Iteration 24Q: 3 clusters Score -3.958198e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 276921 members 
Entering Unmasked Estep 
Score: -39581660.000000 Penalty: 6227.304199
	Iteration 25Q: 3 clusters Score -3.958166e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 277334 members 
Entering Unmasked Estep 
Score: -39581368.000000 Penalty: 6227.304199
	Iteration 26Q: 3 clusters Score -3.958137e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 277670 members 
Entering Unmasked Estep 
Score: -39581216.000000 Penalty: 6227.304199
	Iteration 27Q: 3 clusters Score -3.958122e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 277995 members 
Entering Unmasked Estep 
Score: -39581140.000000 Penalty: 6227.304199
	Iteration 28Q: 3 clusters Score -3.958114e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 278251 members 
Entering Unmasked Estep 
Score: -39581040.000000 Penalty: 6227.304199
	Iteration 29Q: 3 clusters Score -3.958104e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 278454 members 
Entering Unmasked Estep 
Score: -39580912.000000 Penalty: 6227.304199
	Iteration 30Q: 3 clusters Score -3.958091e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 278640 members 
Entering Unmasked Estep 
Score: -39580848.000000 Penalty: 6227.304199
	Iteration 31Q: 3 clusters Score -3.958085e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 278771 members 
Entering Unmasked Estep 
Score: -39580784.000000 Penalty: 6227.304199
	Iteration 32Q: 3 clusters Score -3.958078e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 278906 members 
Entering Unmasked Estep 
Score: -39580784.000000 Penalty: 6227.304199
	Iteration 33Q: 3 clusters Score -3.958078e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 279002 members 
Entering Unmasked Estep 
Score: -39580792.000000 Penalty: 6227.304199
	Iteration 34Q: 3 clusters Score -3.958079e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 279098 members 
Entering Unmasked Estep 
Score: -39580776.000000 Penalty: 6227.304199
	Iteration 35Q: 3 clusters Score -3.958078e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 279213 members 
Entering Unmasked Estep 
Score: -39580632.000000 Penalty: 6227.304199
	Iteration 36Q: 3 clusters Score -3.958063e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 279310 members 
Entering Unmasked Estep 
Score: -39580528.000000 Penalty: 6227.304199
	Iteration 37Q: 3 clusters Score -3.958053e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 279374 members 
Entering Unmasked Estep 
Score: -39580504.000000 Penalty: 6227.304199
	Iteration 38Q: 3 clusters Score -3.95805e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 279446 members 
Entering Unmasked Estep 
Score: -39580552.000000 Penalty: 6227.304199
	Iteration 39Q: 3 clusters Score -3.958055e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 279492 members 
Entering Unmasked Estep 
Score: -39580524.000000 Penalty: 6227.304199
	Iteration 40F: 3 clusters Score -3.958052e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 279534 members 
Entering Unmasked Estep 
Score: -39580512.000000 Penalty: 6227.304199
	Iteration 41Q: 3 clusters Score -3.958051e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 279567 members 
Entering Unmasked Estep 
Score: -39580484.000000 Penalty: 6227.304199
	Iteration 42Q: 3 clusters Score -3.958048e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 279599 members 
Entering Unmasked Estep 
Score: -39580464.000000 Penalty: 6227.304199
	Iteration 43Q: 3 clusters Score -3.958046e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 279641 members 
Entering Unmasked Estep 
Score: -39580432.000000 Penalty: 6227.304199
	Iteration 44Q: 3 clusters Score -3.958043e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 279662 members 
Entering Unmasked Estep 
Score: -39580460.000000 Penalty: 6227.304199
	Iteration 45Q: 3 clusters Score -3.958046e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 279692 members 
Entering Unmasked Estep 
Score: -39580496.000000 Penalty: 6227.304199
	Iteration 46Q: 3 clusters Score -3.95805e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 279708 members 
Entering Unmasked Estep 
Score: -39580492.000000 Penalty: 6227.304199
	Iteration 47Q: 3 clusters Score -3.958049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 279723 members 
Entering Unmasked Estep 
Score: -39580496.000000 Penalty: 6227.304199
	Iteration 48Q: 3 clusters Score -3.95805e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 279737 members 
Entering Unmasked Estep 
Score: -39580468.000000 Penalty: 6227.304199
	Iteration 49Q: 3 clusters Score -3.958047e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 279751 members 
Entering Unmasked Estep 
Score: -39580436.000000 Penalty: 6227.304199
	Iteration 50Q: 3 clusters Score -3.958044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 279764 members 
Entering Unmasked Estep 
Score: -39580420.000000 Penalty: 6227.304199
	Iteration 51Q: 3 clusters Score -3.958042e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 279774 members 
Entering Unmasked Estep 
Score: -39580460.000000 Penalty: 6227.304199
	Iteration 52Q: 3 clusters Score -3.958046e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 279782 members 
Entering Unmasked Estep 
Score: -39580456.000000 Penalty: 6227.304199
	Iteration 53Q: 3 clusters Score -3.958046e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 279788 members 
Entering Unmasked Estep 
Score: -39580444.000000 Penalty: 6227.304199
	Iteration 54Q: 3 clusters Score -3.958044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 279796 members 
Entering Unmasked Estep 
Score: -39580436.000000 Penalty: 6227.304199
	Iteration 55Q: 3 clusters Score -3.958044e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 279803 members 
Entering Unmasked Estep 
Score: -39580404.000000 Penalty: 6227.304199
	Iteration 56Q: 3 clusters Score -3.95804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 279808 members 
Entering Unmasked Estep 
Score: -39580376.000000 Penalty: 6227.304199
	Iteration 57Q: 3 clusters Score -3.958038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 279819 members 
Entering Unmasked Estep 
Score: -39580400.000000 Penalty: 6227.304199
	Iteration 58Q: 3 clusters Score -3.95804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 279822 members 
Entering Unmasked Estep 
Score: -39580360.000000 Penalty: 6227.304199
	Iteration 59Q: 3 clusters Score -3.958036e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 279826 members 
Entering Unmasked Estep 
Score: -39580376.000000 Penalty: 6227.304199
	Iteration 60F: 3 clusters Score -3.958038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 279826 members 
Entering Unmasked Estep 
Score: -39580412.000000 Penalty: 6227.304199
	Iteration 61Q: 3 clusters Score -3.958041e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 279827 members 
Entering Unmasked Estep 
Score: -39580408.000000 Penalty: 6227.304199
	Iteration 62Q: 3 clusters Score -3.958041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 279827 members 
Entering Unmasked Estep 
Score: -39580428.000000 Penalty: 6227.304199
	Iteration 63Q: 3 clusters Score -3.958043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 279830 members 
Entering Unmasked Estep 
Score: -39580416.000000 Penalty: 6227.304199
	Iteration 64Q: 3 clusters Score -3.958042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 279833 members 
Entering Unmasked Estep 
Score: -39580408.000000 Penalty: 6227.304199
	Iteration 65Q: 3 clusters Score -3.958041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 279839 members 
Entering Unmasked Estep 
Score: -39580420.000000 Penalty: 6227.304199
	Iteration 66Q: 3 clusters Score -3.958042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 279841 members 
Entering Unmasked Estep 
Score: -39580416.000000 Penalty: 6227.304199
	Iteration 67Q: 3 clusters Score -3.958042e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 279844 members 
Entering Unmasked Estep 
Score: -39580420.000000 Penalty: 6227.304199
	Iteration 68Q: 3 clusters Score -3.958042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 279851 members 
Entering Unmasked Estep 
Score: -39580440.000000 Penalty: 6227.304199
	Iteration 69Q: 3 clusters Score -3.958044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 279855 members 
Entering Unmasked Estep 
Score: -39580448.000000 Penalty: 6227.304199
	Iteration 70Q: 3 clusters Score -3.958045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 279858 members 
Entering Unmasked Estep 
Score: -39580448.000000 Penalty: 6227.304199
	Iteration 71Q: 3 clusters Score -3.958045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 279862 members 
Entering Unmasked Estep 
Score: -39580476.000000 Penalty: 6227.304199
	Iteration 72Q: 3 clusters Score -3.958048e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 279871 members 
Entering Unmasked Estep 
Score: -39580440.000000 Penalty: 6227.304199
	Iteration 73Q: 3 clusters Score -3.958044e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 279876 members 
Entering Unmasked Estep 
Score: -39580400.000000 Penalty: 6227.304199
	Iteration 74Q: 3 clusters Score -3.95804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 279880 members 
Entering Unmasked Estep 
Score: -39580388.000000 Penalty: 6227.304199
	Iteration 75Q: 3 clusters Score -3.958039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 279885 members 
Entering Unmasked Estep 
Score: -39580372.000000 Penalty: 6227.304199
	Iteration 76Q: 3 clusters Score -3.958037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 279898 members 
Entering Unmasked Estep 
Score: -39580384.000000 Penalty: 6227.304199
	Iteration 77Q: 3 clusters Score -3.958038e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 279908 members 
Entering Unmasked Estep 
Score: -39580392.000000 Penalty: 6227.304199
	Iteration 78Q: 3 clusters Score -3.958039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 279910 members 
Entering Unmasked Estep 
Score: -39580364.000000 Penalty: 6227.304199
	Iteration 79Q: 3 clusters Score -3.958036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 279914 members 
Entering Unmasked Estep 
Score: -39580356.000000 Penalty: 6227.304199
	Iteration 80F: 3 clusters Score -3.958036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 279919 members 
Entering Unmasked Estep 
Score: -39580336.000000 Penalty: 6227.304199
	Iteration 81Q: 3 clusters Score -3.958034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 279925 members 
Entering Unmasked Estep 
Score: -39580344.000000 Penalty: 6227.304199
	Iteration 82Q: 3 clusters Score -3.958034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 279929 members 
Entering Unmasked Estep 
Score: -39580332.000000 Penalty: 6227.304199
	Iteration 83Q: 3 clusters Score -3.958033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 279928 members 
Entering Unmasked Estep 
Score: -39580328.000000 Penalty: 6227.304199
	Iteration 84Q: 3 clusters Score -3.958033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 279927 members 
Entering Unmasked Estep 
Score: -39580308.000000 Penalty: 6227.304199
	Iteration 85Q: 3 clusters Score -3.958031e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 279925 members 
Entering Unmasked Estep 
Score: -39580324.000000 Penalty: 6227.304199
	Iteration 86Q: 3 clusters Score -3.958032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 279924 members 
Entering Unmasked Estep 
Score: -39580324.000000 Penalty: 6227.304199
	Iteration 87Q: 3 clusters Score -3.958032e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 279924 members 
Entering Unmasked Estep 
Score: -39580332.000000 Penalty: 6227.304199
	Iteration 88Q: 3 clusters Score -3.958033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 279928 members 
Entering Unmasked Estep 
Score: -39580340.000000 Penalty: 6227.304199
	Iteration 89Q: 3 clusters Score -3.958034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 279932 members 
Entering Unmasked Estep 
Score: -39580344.000000 Penalty: 6227.304199
	Iteration 90Q: 3 clusters Score -3.958034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 279935 members 
Entering Unmasked Estep 
Score: -39580320.000000 Penalty: 6227.304199
	Iteration 91Q: 3 clusters Score -3.958032e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 279936 members 
Entering Unmasked Estep 
Score: -39580328.000000 Penalty: 6227.304199
	Iteration 92Q: 3 clusters Score -3.958033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 279936 members 
Entering Unmasked Estep 
Score: -39580328.000000 Penalty: 6227.304199
	Iteration 93F: 3 clusters Score -3.958033e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 172679 members 
Mstep: Class 3 contains 35597 members 
Mstep: Class 4 contains 8785 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52349 members 
Mstep: Class 7 contains 84773 members 
Mstep: Class 8 contains 76826 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 29266 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 42642 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20077 members 
Mstep: Class 17 contains 7106 members 
Mstep: Class 18 contains 20356 members 
Mstep: Class 19 contains 9203 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 18668 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 279936 members 
Entering Unmasked Estep 
Score: -122213032.000000 Penalty: 91853.718750
Splitting cluster 9 changes total score from -122213368.000000 to -122213032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (29266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29266 members 
Entering Unmasked Estep 
Score: -3948080.750000 Penalty: 2550.477051
	Iteration 0F: 2 clusters Score -3948081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -3927988.500000 Penalty: 5100.954102
	Iteration 0F: 3 clusters Score -3927988 nChanged 13185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3935307.000000 Penalty: 5100.954102
	Iteration 1F: 3 clusters Score -3935307 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -3936034.500000 Penalty: 5100.954102
	Iteration 2F: 3 clusters Score -3936034 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -3936931.250000 Penalty: 5100.954102
	Iteration 3F: 3 clusters Score -3936931 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -3938165.750000 Penalty: 5100.954102
	Iteration 4F: 3 clusters Score -3938166 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3939741.500000 Penalty: 5100.954102
	Iteration 5F: 3 clusters Score -3939742 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -3941312.000000 Penalty: 5100.954102
	Iteration 6F: 3 clusters Score -3941312 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3942571.750000 Penalty: 5100.954102
	Iteration 7F: 3 clusters Score -3942572 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3943543.750000 Penalty: 5100.954102
	Iteration 8Q: 3 clusters Score -3943544 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3944293.250000 Penalty: 5100.954102
	Iteration 9Q: 3 clusters Score -3944293 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -3944823.250000 Penalty: 5100.954102
	Iteration 10Q: 3 clusters Score -3944823 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3945176.500000 Penalty: 5100.954102
	Iteration 11Q: 3 clusters Score -3945176 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3945432.000000 Penalty: 5100.954102
	Iteration 12Q: 3 clusters Score -3945432 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3945605.500000 Penalty: 5100.954102
	Iteration 13Q: 3 clusters Score -3945606 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3945716.250000 Penalty: 5100.954102
	Iteration 14Q: 3 clusters Score -3945716 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3945793.000000 Penalty: 5100.954102
	Iteration 15Q: 3 clusters Score -3945793 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3945855.000000 Penalty: 5100.954102
	Iteration 16Q: 3 clusters Score -3945855 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3945894.000000 Penalty: 5100.954102
	Iteration 17Q: 3 clusters Score -3945894 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3945925.000000 Penalty: 5100.954102
	Iteration 18Q: 3 clusters Score -3945925 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3945957.500000 Penalty: 5100.954102
	Iteration 19Q: 3 clusters Score -3945958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28649 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3945981.750000 Penalty: 5100.954102
	Iteration 20F: 3 clusters Score -3945982 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3946002.500000 Penalty: 5100.954102
	Iteration 21Q: 3 clusters Score -3946002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3946013.000000 Penalty: 5100.954102
	Iteration 22Q: 3 clusters Score -3946013 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3946021.500000 Penalty: 5100.954102
	Iteration 23Q: 3 clusters Score -3946022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3946024.500000 Penalty: 5100.954102
	Iteration 24Q: 3 clusters Score -3946024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -3946024.000000 Penalty: 5100.954102
	Iteration 25Q: 3 clusters Score -3946024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3946026.750000 Penalty: 5100.954102
	Iteration 26Q: 3 clusters Score -3946027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3946027.750000 Penalty: 5100.954102
	Iteration 27Q: 3 clusters Score -3946028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3946028.250000 Penalty: 5100.954102
	Iteration 28Q: 3 clusters Score -3946028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3946030.000000 Penalty: 5100.954102
	Iteration 29Q: 3 clusters Score -3946030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3946028.250000 Penalty: 5100.954102
	Iteration 30Q: 3 clusters Score -3946028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3946027.500000 Penalty: 5100.954102
	Iteration 31Q: 3 clusters Score -3946028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3946027.500000 Penalty: 5100.954102
	Iteration 32F: 3 clusters Score -3946028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Entering Unmasked Estep 
Score: -34171.910156 Penalty: 1406.984131
	Iteration 0F: 2 clusters Score -34171.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -32904.074219 Penalty: 2813.968262
	Iteration 0F: 3 clusters Score -32904.07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33043.699219 Penalty: 2813.968262
	Iteration 1F: 3 clusters Score -33043.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -33103.476562 Penalty: 2813.968262
	Iteration 2Q: 3 clusters Score -33103.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -33126.531250 Penalty: 2813.968262
	Iteration 3Q: 3 clusters Score -33126.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33134.914062 Penalty: 2813.968262
	Iteration 4Q: 3 clusters Score -33134.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33154.058594 Penalty: 2813.968262
	Iteration 5Q: 3 clusters Score -33154.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33163.031250 Penalty: 2813.968262
	Iteration 6Q: 3 clusters Score -33163.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -33163.031250 Penalty: 2813.968262
	Iteration 7F: 3 clusters Score -33163.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Entering Unmasked Estep 
Score: -2161033.000000 Penalty: 2391.745117
	Iteration 0F: 2 clusters Score -2161033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2149875.000000 Penalty: 4783.490234
	Iteration 0F: 3 clusters Score -2149875 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2153508.750000 Penalty: 4783.490234
	Iteration 1F: 3 clusters Score -2153509 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2153860.250000 Penalty: 4783.490234
	Iteration 2F: 3 clusters Score -2153860 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2154108.000000 Penalty: 4783.490234
	Iteration 3Q: 3 clusters Score -2154108 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -2154319.500000 Penalty: 4783.490234
	Iteration 4Q: 3 clusters Score -2154320 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -2154544.500000 Penalty: 4783.490234
	Iteration 5Q: 3 clusters Score -2154544 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2154813.250000 Penalty: 4783.490234
	Iteration 6Q: 3 clusters Score -2154813 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2155078.750000 Penalty: 4783.490234
	Iteration 7Q: 3 clusters Score -2155079 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2155359.500000 Penalty: 4783.490234
	Iteration 8Q: 3 clusters Score -2155360 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2155719.250000 Penalty: 4783.490234
	Iteration 9Q: 3 clusters Score -2155719 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2156224.250000 Penalty: 4783.490234
	Iteration 10Q: 3 clusters Score -2156224 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2156853.000000 Penalty: 4783.490234
	Iteration 11F: 3 clusters Score -2156853 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2157450.500000 Penalty: 4783.490234
	Iteration 12Q: 3 clusters Score -2157450 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -2157822.750000 Penalty: 4783.490234
	Iteration 13Q: 3 clusters Score -2157823 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2158027.750000 Penalty: 4783.490234
	Iteration 14Q: 3 clusters Score -2158028 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2158145.750000 Penalty: 4783.490234
	Iteration 15Q: 3 clusters Score -2158146 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2158232.500000 Penalty: 4783.490234
	Iteration 16Q: 3 clusters Score -2158232 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2158301.250000 Penalty: 4783.490234
	Iteration 17Q: 3 clusters Score -2158301 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2158357.500000 Penalty: 4783.490234
	Iteration 18Q: 3 clusters Score -2158358 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -2158407.250000 Penalty: 4783.490234
	Iteration 19Q: 3 clusters Score -2158407 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2158458.000000 Penalty: 4783.490234
	Iteration 20F: 3 clusters Score -2158458 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2158498.500000 Penalty: 4783.490234
	Iteration 21Q: 3 clusters Score -2158498 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -2158541.250000 Penalty: 4783.490234
	Iteration 22Q: 3 clusters Score -2158541 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2158588.500000 Penalty: 4783.490234
	Iteration 23Q: 3 clusters Score -2158588 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2158624.500000 Penalty: 4783.490234
	Iteration 24Q: 3 clusters Score -2158624 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2158663.000000 Penalty: 4783.490234
	Iteration 25Q: 3 clusters Score -2158663 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2158679.500000 Penalty: 4783.490234
	Iteration 26Q: 3 clusters Score -2158680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2158709.000000 Penalty: 4783.490234
	Iteration 27Q: 3 clusters Score -2158709 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -2158724.250000 Penalty: 4783.490234
	Iteration 28Q: 3 clusters Score -2158724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -2158738.500000 Penalty: 4783.490234
	Iteration 29Q: 3 clusters Score -2158738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2158753.500000 Penalty: 4783.490234
	Iteration 30Q: 3 clusters Score -2158754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -2158764.000000 Penalty: 4783.490234
	Iteration 31Q: 3 clusters Score -2158764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -2158776.750000 Penalty: 4783.490234
	Iteration 32Q: 3 clusters Score -2158777 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2158786.500000 Penalty: 4783.490234
	Iteration 33Q: 3 clusters Score -2158786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2158794.750000 Penalty: 4783.490234
	Iteration 34Q: 3 clusters Score -2158795 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2158806.500000 Penalty: 4783.490234
	Iteration 35Q: 3 clusters Score -2158806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2158810.000000 Penalty: 4783.490234
	Iteration 36Q: 3 clusters Score -2158810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -2158814.000000 Penalty: 4783.490234
	Iteration 37Q: 3 clusters Score -2158814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2158811.250000 Penalty: 4783.490234
	Iteration 38Q: 3 clusters Score -2158811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2158812.250000 Penalty: 4783.490234
	Iteration 39Q: 3 clusters Score -2158812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2158819.750000 Penalty: 4783.490234
	Iteration 40F: 3 clusters Score -2158820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2158821.250000 Penalty: 4783.490234
	Iteration 41Q: 3 clusters Score -2158821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2158823.500000 Penalty: 4783.490234
	Iteration 42Q: 3 clusters Score -2158824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2158829.750000 Penalty: 4783.490234
	Iteration 43Q: 3 clusters Score -2158830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -2158833.500000 Penalty: 4783.490234
	Iteration 44Q: 3 clusters Score -2158834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2158833.250000 Penalty: 4783.490234
	Iteration 45Q: 3 clusters Score -2158833 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -2158836.750000 Penalty: 4783.490234
	Iteration 46Q: 3 clusters Score -2158837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -2158838.750000 Penalty: 4783.490234
	Iteration 47Q: 3 clusters Score -2158839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -2158839.500000 Penalty: 4783.490234
	Iteration 48Q: 3 clusters Score -2158840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -2158841.750000 Penalty: 4783.490234
	Iteration 49Q: 3 clusters Score -2158842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2158846.250000 Penalty: 4783.490234
	Iteration 50Q: 3 clusters Score -2158846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2158853.000000 Penalty: 4783.490234
	Iteration 51Q: 3 clusters Score -2158853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2158852.750000 Penalty: 4783.490234
	Iteration 52Q: 3 clusters Score -2158853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -2158855.500000 Penalty: 4783.490234
	Iteration 53Q: 3 clusters Score -2158856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2158856.750000 Penalty: 4783.490234
	Iteration 54Q: 3 clusters Score -2158857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2158857.500000 Penalty: 4783.490234
	Iteration 55Q: 3 clusters Score -2158858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2158858.500000 Penalty: 4783.490234
	Iteration 56Q: 3 clusters Score -2158858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2158858.000000 Penalty: 4783.490234
	Iteration 57Q: 3 clusters Score -2158858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2158861.750000 Penalty: 4783.490234
	Iteration 58Q: 3 clusters Score -2158862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2158866.500000 Penalty: 4783.490234
	Iteration 59Q: 3 clusters Score -2158866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2158867.750000 Penalty: 4783.490234
	Iteration 60F: 3 clusters Score -2158868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2158867.000000 Penalty: 4783.490234
	Iteration 61Q: 3 clusters Score -2158867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -2158867.250000 Penalty: 4783.490234
	Iteration 62Q: 3 clusters Score -2158867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2158866.750000 Penalty: 4783.490234
	Iteration 63Q: 3 clusters Score -2158867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2158866.750000 Penalty: 4783.490234
	Iteration 64F: 3 clusters Score -2158867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Entering Unmasked Estep 
Score: -5704896.500000 Penalty: 2643.827637
	Iteration 0F: 2 clusters Score -5704896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -5675920.000000 Penalty: 5287.655273
	Iteration 0F: 3 clusters Score -5675920 nChanged 19699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -5687163.500000 Penalty: 5287.655273
	Iteration 1F: 3 clusters Score -5687164 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -5688097.500000 Penalty: 5287.655273
	Iteration 2Q: 3 clusters Score -5688098 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -5689222.000000 Penalty: 5287.655273
	Iteration 3F: 3 clusters Score -5689222 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -5690667.500000 Penalty: 5287.655273
	Iteration 4F: 3 clusters Score -5690668 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -5692347.000000 Penalty: 5287.655273
	Iteration 5F: 3 clusters Score -5692347 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -5694151.500000 Penalty: 5287.655273
	Iteration 6F: 3 clusters Score -5694152 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -5695802.500000 Penalty: 5287.655273
	Iteration 7F: 3 clusters Score -5695802 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -5697199.500000 Penalty: 5287.655273
	Iteration 8F: 3 clusters Score -5697200 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -5698318.500000 Penalty: 5287.655273
	Iteration 9Q: 3 clusters Score -5698318 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -5699318.000000 Penalty: 5287.655273
	Iteration 10Q: 3 clusters Score -5699318 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -5700436.000000 Penalty: 5287.655273
	Iteration 11Q: 3 clusters Score -5700436 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -5701431.500000 Penalty: 5287.655273
	Iteration 12Q: 3 clusters Score -5701432 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -5702403.000000 Penalty: 5287.655273
	Iteration 13Q: 3 clusters Score -5702403 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -5703097.500000 Penalty: 5287.655273
	Iteration 14Q: 3 clusters Score -5703098 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -5703579.000000 Penalty: 5287.655273
	Iteration 15Q: 3 clusters Score -5703579 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -5703881.000000 Penalty: 5287.655273
	Iteration 16Q: 3 clusters Score -5703881 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5704034.500000 Penalty: 5287.655273
	Iteration 17Q: 3 clusters Score -5704034 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -5704121.000000 Penalty: 5287.655273
	Iteration 18Q: 3 clusters Score -5704121 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -5704170.000000 Penalty: 5287.655273
	Iteration 19Q: 3 clusters Score -5704170 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -5704210.500000 Penalty: 5287.655273
	Iteration 20F: 3 clusters Score -5704210 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -5704241.000000 Penalty: 5287.655273
	Iteration 21Q: 3 clusters Score -5704241 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38952 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -5704249.500000 Penalty: 5287.655273
	Iteration 22Q: 3 clusters Score -5704250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -5704258.500000 Penalty: 5287.655273
	Iteration 23Q: 3 clusters Score -5704258 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -5704261.500000 Penalty: 5287.655273
	Iteration 24Q: 3 clusters Score -5704262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -5704272.000000 Penalty: 5287.655273
	Iteration 25Q: 3 clusters Score -5704272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -5704275.500000 Penalty: 5287.655273
	Iteration 26Q: 3 clusters Score -5704276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39084 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -5704282.000000 Penalty: 5287.655273
	Iteration 27Q: 3 clusters Score -5704282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39094 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5704281.000000 Penalty: 5287.655273
	Iteration 28Q: 3 clusters Score -5704281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -5704279.000000 Penalty: 5287.655273
	Iteration 29Q: 3 clusters Score -5704279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -5704278.000000 Penalty: 5287.655273
	Iteration 30Q: 3 clusters Score -5704278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5704279.500000 Penalty: 5287.655273
	Iteration 31Q: 3 clusters Score -5704280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39132 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -5704276.500000 Penalty: 5287.655273
	Iteration 32Q: 3 clusters Score -5704276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -5704276.000000 Penalty: 5287.655273
	Iteration 33Q: 3 clusters Score -5704276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -5704279.500000 Penalty: 5287.655273
	Iteration 34Q: 3 clusters Score -5704280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -5704275.500000 Penalty: 5287.655273
	Iteration 35Q: 3 clusters Score -5704276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -5704276.500000 Penalty: 5287.655273
	Iteration 36Q: 3 clusters Score -5704276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5704272.000000 Penalty: 5287.655273
	Iteration 37Q: 3 clusters Score -5704272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39170 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -5704277.500000 Penalty: 5287.655273
	Iteration 38Q: 3 clusters Score -5704278 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -5704276.500000 Penalty: 5287.655273
	Iteration 39Q: 3 clusters Score -5704276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5704280.000000 Penalty: 5287.655273
	Iteration 40F: 3 clusters Score -5704280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5704275.500000 Penalty: 5287.655273
	Iteration 41Q: 3 clusters Score -5704276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -5704277.000000 Penalty: 5287.655273
	Iteration 42Q: 3 clusters Score -5704277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -5704275.000000 Penalty: 5287.655273
	Iteration 43Q: 3 clusters Score -5704275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5704274.500000 Penalty: 5287.655273
	Iteration 44Q: 3 clusters Score -5704274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5704274.500000 Penalty: 5287.655273
	Iteration 45F: 3 clusters Score -5704274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Entering Unmasked Estep 
Score: -1600605.750000 Penalty: 2345.463135
	Iteration 0F: 2 clusters Score -1600606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1591153.875000 Penalty: 4690.926270
	Iteration 0F: 3 clusters Score -1591154 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1594113.625000 Penalty: 4690.926270
	Iteration 1F: 3 clusters Score -1594114 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1594555.750000 Penalty: 4690.926270
	Iteration 2F: 3 clusters Score -1594556 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1594975.000000 Penalty: 4690.926270
	Iteration 3F: 3 clusters Score -1594975 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1595384.500000 Penalty: 4690.926270
	Iteration 4F: 3 clusters Score -1595384 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1595759.625000 Penalty: 4690.926270
	Iteration 5F: 3 clusters Score -1595760 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1596140.250000 Penalty: 4690.926270
	Iteration 6Q: 3 clusters Score -1596140 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1596501.125000 Penalty: 4690.926270
	Iteration 7Q: 3 clusters Score -1596501 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1596850.875000 Penalty: 4690.926270
	Iteration 8Q: 3 clusters Score -1596851 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1597168.750000 Penalty: 4690.926270
	Iteration 9Q: 3 clusters Score -1597169 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1597443.375000 Penalty: 4690.926270
	Iteration 10Q: 3 clusters Score -1597443 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1597696.375000 Penalty: 4690.926270
	Iteration 11Q: 3 clusters Score -1597696 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1597881.875000 Penalty: 4690.926270
	Iteration 12Q: 3 clusters Score -1597882 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1597989.125000 Penalty: 4690.926270
	Iteration 13Q: 3 clusters Score -1597989 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1598062.375000 Penalty: 4690.926270
	Iteration 14Q: 3 clusters Score -1598062 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1598113.625000 Penalty: 4690.926270
	Iteration 15Q: 3 clusters Score -1598114 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1598161.875000 Penalty: 4690.926270
	Iteration 16Q: 3 clusters Score -1598162 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1598203.875000 Penalty: 4690.926270
	Iteration 17Q: 3 clusters Score -1598204 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1598240.000000 Penalty: 4690.926270
	Iteration 18Q: 3 clusters Score -1598240 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1598264.875000 Penalty: 4690.926270
	Iteration 19Q: 3 clusters Score -1598265 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1598290.625000 Penalty: 4690.926270
	Iteration 20F: 3 clusters Score -1598291 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1598310.750000 Penalty: 4690.926270
	Iteration 21Q: 3 clusters Score -1598311 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1598330.500000 Penalty: 4690.926270
	Iteration 22Q: 3 clusters Score -1598330 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1598351.625000 Penalty: 4690.926270
	Iteration 23Q: 3 clusters Score -1598352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1598370.375000 Penalty: 4690.926270
	Iteration 24Q: 3 clusters Score -1598370 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1598388.375000 Penalty: 4690.926270
	Iteration 25Q: 3 clusters Score -1598388 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1598410.000000 Penalty: 4690.926270
	Iteration 26Q: 3 clusters Score -1598410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1598437.250000 Penalty: 4690.926270
	Iteration 27Q: 3 clusters Score -1598437 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1598466.500000 Penalty: 4690.926270
	Iteration 28Q: 3 clusters Score -1598466 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1598496.500000 Penalty: 4690.926270
	Iteration 29Q: 3 clusters Score -1598496 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1598530.000000 Penalty: 4690.926270
	Iteration 30Q: 3 clusters Score -1598530 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1598566.250000 Penalty: 4690.926270
	Iteration 31Q: 3 clusters Score -1598566 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1598608.875000 Penalty: 4690.926270
	Iteration 32Q: 3 clusters Score -1598609 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1598656.625000 Penalty: 4690.926270
	Iteration 33Q: 3 clusters Score -1598657 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1598712.625000 Penalty: 4690.926270
	Iteration 34Q: 3 clusters Score -1598713 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1598781.250000 Penalty: 4690.926270
	Iteration 35Q: 3 clusters Score -1598781 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1598843.000000 Penalty: 4690.926270
	Iteration 36Q: 3 clusters Score -1598843 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1598898.125000 Penalty: 4690.926270
	Iteration 37Q: 3 clusters Score -1598898 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -1598949.000000 Penalty: 4690.926270
	Iteration 38Q: 3 clusters Score -1598949 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1598982.750000 Penalty: 4690.926270
	Iteration 39Q: 3 clusters Score -1598983 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1599006.250000 Penalty: 4690.926270
	Iteration 40F: 3 clusters Score -1599006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1599030.375000 Penalty: 4690.926270
	Iteration 41Q: 3 clusters Score -1599030 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1599049.125000 Penalty: 4690.926270
	Iteration 42Q: 3 clusters Score -1599049 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1599063.000000 Penalty: 4690.926270
	Iteration 43Q: 3 clusters Score -1599063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -1599078.625000 Penalty: 4690.926270
	Iteration 44Q: 3 clusters Score -1599079 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -1599093.250000 Penalty: 4690.926270
	Iteration 45Q: 3 clusters Score -1599093 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1599097.000000 Penalty: 4690.926270
	Iteration 46Q: 3 clusters Score -1599097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1599102.750000 Penalty: 4690.926270
	Iteration 47Q: 3 clusters Score -1599103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1599104.750000 Penalty: 4690.926270
	Iteration 48Q: 3 clusters Score -1599105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1599107.750000 Penalty: 4690.926270
	Iteration 49Q: 3 clusters Score -1599108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1599109.625000 Penalty: 4690.926270
	Iteration 50Q: 3 clusters Score -1599110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1599112.000000 Penalty: 4690.926270
	Iteration 51Q: 3 clusters Score -1599112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1599111.625000 Penalty: 4690.926270
	Iteration 52Q: 3 clusters Score -1599112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1599112.750000 Penalty: 4690.926270
	Iteration 53Q: 3 clusters Score -1599113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1599110.250000 Penalty: 4690.926270
	Iteration 54Q: 3 clusters Score -1599110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1599113.125000 Penalty: 4690.926270
	Iteration 55Q: 3 clusters Score -1599113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1599115.375000 Penalty: 4690.926270
	Iteration 56Q: 3 clusters Score -1599115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1599115.375000 Penalty: 4690.926270
	Iteration 57Q: 3 clusters Score -1599115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1599117.250000 Penalty: 4690.926270
	Iteration 58Q: 3 clusters Score -1599117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1599117.000000 Penalty: 4690.926270
	Iteration 59Q: 3 clusters Score -1599117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1599117.000000 Penalty: 4690.926270
	Iteration 60F: 3 clusters Score -1599117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -79340.671875 Penalty: 1605.524902
	Iteration 0F: 2 clusters Score -79340.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -77752.007812 Penalty: 3211.049805
	Iteration 0F: 3 clusters Score -77752.01 nChanged 161
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: -78227.257812 Penalty: 3211.049805
	Iteration 1F: 3 clusters Score -78227.26 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78523.414062 Penalty: 3211.049805
	Iteration 2F: 3 clusters Score -78523.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78770.429688 Penalty: 3211.049805
	Iteration 3F: 3 clusters Score -78770.43 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: -78954.179688 Penalty: 3211.049805
	Iteration 4Q: 3 clusters Score -78954.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -79067.187500 Penalty: 3211.049805
	Iteration 5Q: 3 clusters Score -79067.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79358.664062 Penalty: 3211.049805
	Iteration 6Q: 3 clusters Score -79358.66 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -79719.671875 Penalty: 3211.049805
	Iteration 7Q: 3 clusters Score -79719.67 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -79799.929688 Penalty: 3211.049805
	Iteration 8F: 3 clusters Score -79799.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79878.773438 Penalty: 3211.049805
	Iteration 9Q: 3 clusters Score -79878.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -79958.421875 Penalty: 3211.049805
	Iteration 10Q: 3 clusters Score -79958.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -80084.460938 Penalty: 3211.049805
	Iteration 11Q: 3 clusters Score -80084.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -80196.898438 Penalty: 3211.049805
	Iteration 12Q: 3 clusters Score -80196.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -80223.890625 Penalty: 3211.049805
	Iteration 13Q: 3 clusters Score -80223.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -80229.953125 Penalty: 3211.049805
	Iteration 14Q: 3 clusters Score -80229.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -80231.796875 Penalty: 3211.049805
	Iteration 15Q: 3 clusters Score -80231.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -80237.554688 Penalty: 3211.049805
	Iteration 16F: 3 clusters Score -80237.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -80243.046875 Penalty: 3211.049805
	Iteration 17Q: 3 clusters Score -80243.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -80245.492188 Penalty: 3211.049805
	Iteration 18Q: 3 clusters Score -80245.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -80245.492188 Penalty: 3211.049805
	Iteration 19F: 3 clusters Score -80245.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 172679 members 
Mstep: Class 3 contains 35597 members 
Mstep: Class 4 contains 8785 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52349 members 
Mstep: Class 7 contains 84773 members 
Mstep: Class 8 contains 76826 members 
Mstep: Class 9 contains 283523 members 
Mstep: Class 10 contains 29266 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 42642 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 491 members 
Mstep: Class 16 contains 20077 members 
Mstep: Class 17 contains 7106 members 
Mstep: Class 18 contains 20356 members 
Mstep: Class 19 contains 9203 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 18668 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 157 members 
Entering Unmasked Estep 
Score: -122212280.000000 Penalty: 91853.718750
Splitting cluster 15 changes total score from -122213368.000000 to -122212280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (20077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Entering Unmasked Estep 
Score: -2790456.250000 Penalty: 2457.018066
	Iteration 0F: 2 clusters Score -2790456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2776356.500000 Penalty: 4914.036133
	Iteration 0F: 3 clusters Score -2776356 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2781052.750000 Penalty: 4914.036133
	Iteration 1F: 3 clusters Score -2781053 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2781546.250000 Penalty: 4914.036133
	Iteration 2F: 3 clusters Score -2781546 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2781942.500000 Penalty: 4914.036133
	Iteration 3F: 3 clusters Score -2781942 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -2782353.000000 Penalty: 4914.036133
	Iteration 4Q: 3 clusters Score -2782353 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2782708.500000 Penalty: 4914.036133
	Iteration 5Q: 3 clusters Score -2782708 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2783124.250000 Penalty: 4914.036133
	Iteration 6Q: 3 clusters Score -2783124 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2783680.000000 Penalty: 4914.036133
	Iteration 7Q: 3 clusters Score -2783680 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2784379.250000 Penalty: 4914.036133
	Iteration 8Q: 3 clusters Score -2784379 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2785172.250000 Penalty: 4914.036133
	Iteration 9F: 3 clusters Score -2785172 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2785973.000000 Penalty: 4914.036133
	Iteration 10Q: 3 clusters Score -2785973 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2786672.750000 Penalty: 4914.036133
	Iteration 11Q: 3 clusters Score -2786673 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2787132.750000 Penalty: 4914.036133
	Iteration 12Q: 3 clusters Score -2787133 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2787499.500000 Penalty: 4914.036133
	Iteration 13Q: 3 clusters Score -2787500 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2787771.750000 Penalty: 4914.036133
	Iteration 14Q: 3 clusters Score -2787772 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2787942.750000 Penalty: 4914.036133
	Iteration 15Q: 3 clusters Score -2787943 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2788060.750000 Penalty: 4914.036133
	Iteration 16Q: 3 clusters Score -2788061 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2788130.750000 Penalty: 4914.036133
	Iteration 17Q: 3 clusters Score -2788131 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2788176.750000 Penalty: 4914.036133
	Iteration 18Q: 3 clusters Score -2788177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -2788210.000000 Penalty: 4914.036133
	Iteration 19Q: 3 clusters Score -2788210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2788229.250000 Penalty: 4914.036133
	Iteration 20F: 3 clusters Score -2788229 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -2788253.000000 Penalty: 4914.036133
	Iteration 21Q: 3 clusters Score -2788253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -2788265.250000 Penalty: 4914.036133
	Iteration 22Q: 3 clusters Score -2788265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2788279.000000 Penalty: 4914.036133
	Iteration 23Q: 3 clusters Score -2788279 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2788290.000000 Penalty: 4914.036133
	Iteration 24Q: 3 clusters Score -2788290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2788306.750000 Penalty: 4914.036133
	Iteration 25Q: 3 clusters Score -2788307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -2788325.500000 Penalty: 4914.036133
	Iteration 26Q: 3 clusters Score -2788326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2788334.750000 Penalty: 4914.036133
	Iteration 27Q: 3 clusters Score -2788335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -2788346.500000 Penalty: 4914.036133
	Iteration 28Q: 3 clusters Score -2788346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2788351.500000 Penalty: 4914.036133
	Iteration 29Q: 3 clusters Score -2788352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2788352.500000 Penalty: 4914.036133
	Iteration 30Q: 3 clusters Score -2788352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2788353.750000 Penalty: 4914.036133
	Iteration 31Q: 3 clusters Score -2788354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2788357.500000 Penalty: 4914.036133
	Iteration 32Q: 3 clusters Score -2788358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2788359.250000 Penalty: 4914.036133
	Iteration 33Q: 3 clusters Score -2788359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2788361.750000 Penalty: 4914.036133
	Iteration 34Q: 3 clusters Score -2788362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -2788361.750000 Penalty: 4914.036133
	Iteration 35F: 3 clusters Score -2788362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Entering Unmasked Estep 
Score: -993193.312500 Penalty: 2199.436279
	Iteration 0F: 2 clusters Score -993193.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -987221.937500 Penalty: 4398.872559
	Iteration 0F: 3 clusters Score -987221.9 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -988739.000000 Penalty: 4398.872559
	Iteration 1F: 3 clusters Score -988739 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -989019.687500 Penalty: 4398.872559
	Iteration 2F: 3 clusters Score -989019.7 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -989189.937500 Penalty: 4398.872559
	Iteration 3F: 3 clusters Score -989189.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -989318.687500 Penalty: 4398.872559
	Iteration 4Q: 3 clusters Score -989318.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -989414.375000 Penalty: 4398.872559
	Iteration 5Q: 3 clusters Score -989414.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -989474.937500 Penalty: 4398.872559
	Iteration 6Q: 3 clusters Score -989474.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -989531.187500 Penalty: 4398.872559
	Iteration 7Q: 3 clusters Score -989531.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -989599.437500 Penalty: 4398.872559
	Iteration 8Q: 3 clusters Score -989599.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -989665.625000 Penalty: 4398.872559
	Iteration 9Q: 3 clusters Score -989665.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -989732.562500 Penalty: 4398.872559
	Iteration 10Q: 3 clusters Score -989732.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -989793.000000 Penalty: 4398.872559
	Iteration 11Q: 3 clusters Score -989793 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -989865.187500 Penalty: 4398.872559
	Iteration 12Q: 3 clusters Score -989865.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -989942.562500 Penalty: 4398.872559
	Iteration 13Q: 3 clusters Score -989942.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -990026.125000 Penalty: 4398.872559
	Iteration 14Q: 3 clusters Score -990026.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -990142.437500 Penalty: 4398.872559
	Iteration 15Q: 3 clusters Score -990142.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -990276.437500 Penalty: 4398.872559
	Iteration 16Q: 3 clusters Score -990276.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -990395.437500 Penalty: 4398.872559
	Iteration 17Q: 3 clusters Score -990395.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -990520.312500 Penalty: 4398.872559
	Iteration 18Q: 3 clusters Score -990520.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -990632.625000 Penalty: 4398.872559
	Iteration 19Q: 3 clusters Score -990632.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -990748.812500 Penalty: 4398.872559
	Iteration 20F: 3 clusters Score -990748.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -990849.750000 Penalty: 4398.872559
	Iteration 21Q: 3 clusters Score -990849.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -990941.187500 Penalty: 4398.872559
	Iteration 22Q: 3 clusters Score -990941.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -991014.062500 Penalty: 4398.872559
	Iteration 23Q: 3 clusters Score -991014.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -991065.312500 Penalty: 4398.872559
	Iteration 24Q: 3 clusters Score -991065.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -991109.500000 Penalty: 4398.872559
	Iteration 25Q: 3 clusters Score -991109.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -991132.375000 Penalty: 4398.872559
	Iteration 26Q: 3 clusters Score -991132.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -991158.000000 Penalty: 4398.872559
	Iteration 27Q: 3 clusters Score -991158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -991179.125000 Penalty: 4398.872559
	Iteration 28Q: 3 clusters Score -991179.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -991198.562500 Penalty: 4398.872559
	Iteration 29Q: 3 clusters Score -991198.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -991213.125000 Penalty: 4398.872559
	Iteration 30Q: 3 clusters Score -991213.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -991220.312500 Penalty: 4398.872559
	Iteration 31Q: 3 clusters Score -991220.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -991227.437500 Penalty: 4398.872559
	Iteration 32Q: 3 clusters Score -991227.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -991230.687500 Penalty: 4398.872559
	Iteration 33Q: 3 clusters Score -991230.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -991235.375000 Penalty: 4398.872559
	Iteration 34Q: 3 clusters Score -991235.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -991237.812500 Penalty: 4398.872559
	Iteration 35Q: 3 clusters Score -991237.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -991246.375000 Penalty: 4398.872559
	Iteration 36Q: 3 clusters Score -991246.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -991254.125000 Penalty: 4398.872559
	Iteration 37Q: 3 clusters Score -991254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -991257.687500 Penalty: 4398.872559
	Iteration 38Q: 3 clusters Score -991257.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -991261.937500 Penalty: 4398.872559
	Iteration 39Q: 3 clusters Score -991261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -991264.875000 Penalty: 4398.872559
	Iteration 40F: 3 clusters Score -991264.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -991269.937500 Penalty: 4398.872559
	Iteration 41Q: 3 clusters Score -991269.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -991273.312500 Penalty: 4398.872559
	Iteration 42Q: 3 clusters Score -991273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -991275.250000 Penalty: 4398.872559
	Iteration 43Q: 3 clusters Score -991275.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -991276.875000 Penalty: 4398.872559
	Iteration 44Q: 3 clusters Score -991276.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -991278.000000 Penalty: 4398.872559
	Iteration 45Q: 3 clusters Score -991278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -991278.000000 Penalty: 4398.872559
	Iteration 46F: 3 clusters Score -991278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Entering Unmasked Estep 
Score: -2795130.750000 Penalty: 2460.440430
	Iteration 0F: 2 clusters Score -2795131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -2780835.250000 Penalty: 4920.880859
	Iteration 0F: 3 clusters Score -2780835 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2785742.000000 Penalty: 4920.880859
	Iteration 1F: 3 clusters Score -2785742 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -2786273.000000 Penalty: 4920.880859
	Iteration 2F: 3 clusters Score -2786273 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -2786783.500000 Penalty: 4920.880859
	Iteration 3F: 3 clusters Score -2786784 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2787310.250000 Penalty: 4920.880859
	Iteration 4F: 3 clusters Score -2787310 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2787899.250000 Penalty: 4920.880859
	Iteration 5F: 3 clusters Score -2787899 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2788496.250000 Penalty: 4920.880859
	Iteration 6F: 3 clusters Score -2788496 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2789087.500000 Penalty: 4920.880859
	Iteration 7Q: 3 clusters Score -2789088 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2789564.750000 Penalty: 4920.880859
	Iteration 8Q: 3 clusters Score -2789565 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2789981.000000 Penalty: 4920.880859
	Iteration 9Q: 3 clusters Score -2789981 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -2790291.250000 Penalty: 4920.880859
	Iteration 10Q: 3 clusters Score -2790291 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2790540.500000 Penalty: 4920.880859
	Iteration 11Q: 3 clusters Score -2790540 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2790765.500000 Penalty: 4920.880859
	Iteration 12Q: 3 clusters Score -2790766 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2790997.500000 Penalty: 4920.880859
	Iteration 13Q: 3 clusters Score -2790998 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -2791187.250000 Penalty: 4920.880859
	Iteration 14Q: 3 clusters Score -2791187 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2791365.250000 Penalty: 4920.880859
	Iteration 15Q: 3 clusters Score -2791365 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2791564.000000 Penalty: 4920.880859
	Iteration 16Q: 3 clusters Score -2791564 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2791751.000000 Penalty: 4920.880859
	Iteration 17Q: 3 clusters Score -2791751 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2791917.500000 Penalty: 4920.880859
	Iteration 18Q: 3 clusters Score -2791918 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2792066.000000 Penalty: 4920.880859
	Iteration 19Q: 3 clusters Score -2792066 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -2792215.750000 Penalty: 4920.880859
	Iteration 20F: 3 clusters Score -2792216 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2792331.000000 Penalty: 4920.880859
	Iteration 21Q: 3 clusters Score -2792331 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2792452.250000 Penalty: 4920.880859
	Iteration 22Q: 3 clusters Score -2792452 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2792536.250000 Penalty: 4920.880859
	Iteration 23Q: 3 clusters Score -2792536 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2792636.500000 Penalty: 4920.880859
	Iteration 24Q: 3 clusters Score -2792636 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2792732.750000 Penalty: 4920.880859
	Iteration 25Q: 3 clusters Score -2792733 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2792819.250000 Penalty: 4920.880859
	Iteration 26Q: 3 clusters Score -2792819 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2792865.750000 Penalty: 4920.880859
	Iteration 27Q: 3 clusters Score -2792866 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2792923.250000 Penalty: 4920.880859
	Iteration 28Q: 3 clusters Score -2792923 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2792968.250000 Penalty: 4920.880859
	Iteration 29Q: 3 clusters Score -2792968 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2793018.000000 Penalty: 4920.880859
	Iteration 30Q: 3 clusters Score -2793018 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -2793061.500000 Penalty: 4920.880859
	Iteration 31Q: 3 clusters Score -2793062 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2793089.750000 Penalty: 4920.880859
	Iteration 32Q: 3 clusters Score -2793090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2793106.250000 Penalty: 4920.880859
	Iteration 33Q: 3 clusters Score -2793106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2793126.500000 Penalty: 4920.880859
	Iteration 34Q: 3 clusters Score -2793126 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2793146.000000 Penalty: 4920.880859
	Iteration 35Q: 3 clusters Score -2793146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2793170.250000 Penalty: 4920.880859
	Iteration 36Q: 3 clusters Score -2793170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2793192.750000 Penalty: 4920.880859
	Iteration 37Q: 3 clusters Score -2793193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2793205.500000 Penalty: 4920.880859
	Iteration 38Q: 3 clusters Score -2793206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2793218.000000 Penalty: 4920.880859
	Iteration 39Q: 3 clusters Score -2793218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2793217.750000 Penalty: 4920.880859
	Iteration 40F: 3 clusters Score -2793218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2793227.250000 Penalty: 4920.880859
	Iteration 41Q: 3 clusters Score -2793227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -2793229.000000 Penalty: 4920.880859
	Iteration 42Q: 3 clusters Score -2793229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -2793234.500000 Penalty: 4920.880859
	Iteration 43Q: 3 clusters Score -2793234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2793233.250000 Penalty: 4920.880859
	Iteration 44Q: 3 clusters Score -2793233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2793236.250000 Penalty: 4920.880859
	Iteration 45Q: 3 clusters Score -2793236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2793240.250000 Penalty: 4920.880859
	Iteration 46Q: 3 clusters Score -2793240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -2793240.000000 Penalty: 4920.880859
	Iteration 47Q: 3 clusters Score -2793240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -2793240.250000 Penalty: 4920.880859
	Iteration 48Q: 3 clusters Score -2793240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -2793245.250000 Penalty: 4920.880859
	Iteration 49Q: 3 clusters Score -2793245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2793242.000000 Penalty: 4920.880859
	Iteration 50Q: 3 clusters Score -2793242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2793239.750000 Penalty: 4920.880859
	Iteration 51Q: 3 clusters Score -2793240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2793241.250000 Penalty: 4920.880859
	Iteration 52Q: 3 clusters Score -2793241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2793241.250000 Penalty: 4920.880859
	Iteration 53F: 3 clusters Score -2793241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Entering Unmasked Estep 
Score: -1302396.250000 Penalty: 2263.566650
	Iteration 0F: 2 clusters Score -1302396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1295278.625000 Penalty: 4527.133301
	Iteration 0F: 3 clusters Score -1295279 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1297513.750000 Penalty: 4527.133301
	Iteration 1F: 3 clusters Score -1297514 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1298008.125000 Penalty: 4527.133301
	Iteration 2F: 3 clusters Score -1298008 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1298351.625000 Penalty: 4527.133301
	Iteration 3F: 3 clusters Score -1298352 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1298599.125000 Penalty: 4527.133301
	Iteration 4Q: 3 clusters Score -1298599 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1298779.000000 Penalty: 4527.133301
	Iteration 5Q: 3 clusters Score -1298779 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1298927.625000 Penalty: 4527.133301
	Iteration 6Q: 3 clusters Score -1298928 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1299041.000000 Penalty: 4527.133301
	Iteration 7Q: 3 clusters Score -1299041 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1299147.000000 Penalty: 4527.133301
	Iteration 8Q: 3 clusters Score -1299147 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1299249.375000 Penalty: 4527.133301
	Iteration 9Q: 3 clusters Score -1299249 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1299363.000000 Penalty: 4527.133301
	Iteration 10Q: 3 clusters Score -1299363 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1299500.000000 Penalty: 4527.133301
	Iteration 11Q: 3 clusters Score -1299500 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1299626.875000 Penalty: 4527.133301
	Iteration 12Q: 3 clusters Score -1299627 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1299770.500000 Penalty: 4527.133301
	Iteration 13Q: 3 clusters Score -1299770 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1299938.500000 Penalty: 4527.133301
	Iteration 14Q: 3 clusters Score -1299938 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1300124.125000 Penalty: 4527.133301
	Iteration 15Q: 3 clusters Score -1300124 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1300299.875000 Penalty: 4527.133301
	Iteration 16Q: 3 clusters Score -1300300 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1300449.375000 Penalty: 4527.133301
	Iteration 17Q: 3 clusters Score -1300449 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1300601.500000 Penalty: 4527.133301
	Iteration 18Q: 3 clusters Score -1300602 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1300783.375000 Penalty: 4527.133301
	Iteration 19Q: 3 clusters Score -1300783 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1300949.750000 Penalty: 4527.133301
	Iteration 20F: 3 clusters Score -1300950 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1301077.125000 Penalty: 4527.133301
	Iteration 21Q: 3 clusters Score -1301077 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1301179.875000 Penalty: 4527.133301
	Iteration 22Q: 3 clusters Score -1301180 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1301251.875000 Penalty: 4527.133301
	Iteration 23Q: 3 clusters Score -1301252 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1301357.625000 Penalty: 4527.133301
	Iteration 24Q: 3 clusters Score -1301358 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1301488.500000 Penalty: 4527.133301
	Iteration 25Q: 3 clusters Score -1301488 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1301674.500000 Penalty: 4527.133301
	Iteration 26Q: 3 clusters Score -1301674 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1301927.625000 Penalty: 4527.133301
	Iteration 27Q: 3 clusters Score -1301928 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1302144.375000 Penalty: 4527.133301
	Iteration 28Q: 3 clusters Score -1302144 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1302337.125000 Penalty: 4527.133301
	Iteration 29Q: 3 clusters Score -1302337 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1302473.750000 Penalty: 4527.133301
	Iteration 30Q: 3 clusters Score -1302474 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1302570.250000 Penalty: 4527.133301
	Iteration 31Q: 3 clusters Score -1302570 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1302650.875000 Penalty: 4527.133301
	Iteration 32Q: 3 clusters Score -1302651 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1302709.250000 Penalty: 4527.133301
	Iteration 33Q: 3 clusters Score -1302709 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1302754.250000 Penalty: 4527.133301
	Iteration 34Q: 3 clusters Score -1302754 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1302781.750000 Penalty: 4527.133301
	Iteration 35Q: 3 clusters Score -1302782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1302800.000000 Penalty: 4527.133301
	Iteration 36Q: 3 clusters Score -1302800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1302804.250000 Penalty: 4527.133301
	Iteration 37Q: 3 clusters Score -1302804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1302806.375000 Penalty: 4527.133301
	Iteration 38Q: 3 clusters Score -1302806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1302808.875000 Penalty: 4527.133301
	Iteration 39Q: 3 clusters Score -1302809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1302811.875000 Penalty: 4527.133301
	Iteration 40F: 3 clusters Score -1302812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1302813.750000 Penalty: 4527.133301
	Iteration 41Q: 3 clusters Score -1302814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1302817.375000 Penalty: 4527.133301
	Iteration 42Q: 3 clusters Score -1302817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1302817.750000 Penalty: 4527.133301
	Iteration 43Q: 3 clusters Score -1302818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1302814.250000 Penalty: 4527.133301
	Iteration 44Q: 3 clusters Score -1302814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1302816.625000 Penalty: 4527.133301
	Iteration 45Q: 3 clusters Score -1302817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1302818.875000 Penalty: 4527.133301
	Iteration 46Q: 3 clusters Score -1302819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1302821.750000 Penalty: 4527.133301
	Iteration 47Q: 3 clusters Score -1302822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1302821.750000 Penalty: 4527.133301
	Iteration 48F: 3 clusters Score -1302822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 172679 members 
Mstep: Class 3 contains 35597 members 
Mstep: Class 4 contains 8785 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52349 members 
Mstep: Class 7 contains 84773 members 
Mstep: Class 8 contains 76826 members 
Mstep: Class 9 contains 283523 members 
Mstep: Class 10 contains 29266 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 42642 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20077 members 
Mstep: Class 17 contains 7106 members 
Mstep: Class 18 contains 20356 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 18668 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 6718 members 
Entering Unmasked Estep 
Score: -122212944.000000 Penalty: 91853.718750
Splitting cluster 19 changes total score from -122213368.000000 to -122212944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -28429.066406 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -28429.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -27282.599609 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -27282.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27378.921875 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -27378.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -27391.900391 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -27391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27411.693359 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -27411.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27417.732422 Penalty: 2684.176270
	Iteration 4Q: 3 clusters Score -27417.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27417.732422 Penalty: 2684.176270
	Iteration 5F: 3 clusters Score -27417.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -172777.640625 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -172777.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -170656.421875 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -170656.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -171172.125000 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -171172.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -171433.890625 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -171433.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -171600.406250 Penalty: 3562.823486
	Iteration 3F: 3 clusters Score -171600.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -171719.390625 Penalty: 3562.823486
	Iteration 4Q: 3 clusters Score -171719.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -171833.843750 Penalty: 3562.823486
	Iteration 5Q: 3 clusters Score -171833.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -171874.843750 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -171874.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -171894.390625 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -171894.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -171909.828125 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -171909.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -171916.515625 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -171916.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -171918.656250 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -171918.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -171922.703125 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -171922.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -171925.875000 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -171925.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -171927.859375 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -171927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -171928.906250 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -171928.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -171928.906250 Penalty: 3562.823486
	Iteration 15F: 3 clusters Score -171928.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Entering Unmasked Estep 
Score: -2365122.250000 Penalty: 2438.972412
	Iteration 0F: 2 clusters Score -2365122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2351834.250000 Penalty: 4877.944824
	Iteration 0F: 3 clusters Score -2351834 nChanged 8150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -2356372.750000 Penalty: 4877.944824
	Iteration 1F: 3 clusters Score -2356373 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2356920.500000 Penalty: 4877.944824
	Iteration 2F: 3 clusters Score -2356920 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2357522.500000 Penalty: 4877.944824
	Iteration 3F: 3 clusters Score -2357522 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2358271.250000 Penalty: 4877.944824
	Iteration 4F: 3 clusters Score -2358271 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -2359071.000000 Penalty: 4877.944824
	Iteration 5F: 3 clusters Score -2359071 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -2359877.000000 Penalty: 4877.944824
	Iteration 6F: 3 clusters Score -2359877 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2360644.750000 Penalty: 4877.944824
	Iteration 7F: 3 clusters Score -2360645 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2361277.000000 Penalty: 4877.944824
	Iteration 8F: 3 clusters Score -2361277 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2361765.500000 Penalty: 4877.944824
	Iteration 9Q: 3 clusters Score -2361766 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2362145.250000 Penalty: 4877.944824
	Iteration 10Q: 3 clusters Score -2362145 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2362484.000000 Penalty: 4877.944824
	Iteration 11Q: 3 clusters Score -2362484 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2362779.750000 Penalty: 4877.944824
	Iteration 12Q: 3 clusters Score -2362780 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2363031.500000 Penalty: 4877.944824
	Iteration 13Q: 3 clusters Score -2363032 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2363203.750000 Penalty: 4877.944824
	Iteration 14Q: 3 clusters Score -2363204 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2363302.750000 Penalty: 4877.944824
	Iteration 15Q: 3 clusters Score -2363303 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2363371.750000 Penalty: 4877.944824
	Iteration 16Q: 3 clusters Score -2363372 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2363431.500000 Penalty: 4877.944824
	Iteration 17Q: 3 clusters Score -2363432 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2363450.500000 Penalty: 4877.944824
	Iteration 18Q: 3 clusters Score -2363450 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2363494.500000 Penalty: 4877.944824
	Iteration 19Q: 3 clusters Score -2363494 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2363521.500000 Penalty: 4877.944824
	Iteration 20F: 3 clusters Score -2363522 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2363538.750000 Penalty: 4877.944824
	Iteration 21Q: 3 clusters Score -2363539 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -2363553.000000 Penalty: 4877.944824
	Iteration 22Q: 3 clusters Score -2363553 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2363579.750000 Penalty: 4877.944824
	Iteration 23Q: 3 clusters Score -2363580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2363596.250000 Penalty: 4877.944824
	Iteration 24Q: 3 clusters Score -2363596 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -2363597.500000 Penalty: 4877.944824
	Iteration 25Q: 3 clusters Score -2363598 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2363613.750000 Penalty: 4877.944824
	Iteration 26Q: 3 clusters Score -2363614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2363626.000000 Penalty: 4877.944824
	Iteration 27Q: 3 clusters Score -2363626 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2363643.000000 Penalty: 4877.944824
	Iteration 28Q: 3 clusters Score -2363643 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2363666.000000 Penalty: 4877.944824
	Iteration 29Q: 3 clusters Score -2363666 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2363670.750000 Penalty: 4877.944824
	Iteration 30Q: 3 clusters Score -2363671 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2363685.500000 Penalty: 4877.944824
	Iteration 31Q: 3 clusters Score -2363686 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2363698.000000 Penalty: 4877.944824
	Iteration 32Q: 3 clusters Score -2363698 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2363711.000000 Penalty: 4877.944824
	Iteration 33Q: 3 clusters Score -2363711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -2363727.750000 Penalty: 4877.944824
	Iteration 34Q: 3 clusters Score -2363728 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2363739.250000 Penalty: 4877.944824
	Iteration 35Q: 3 clusters Score -2363739 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2363755.750000 Penalty: 4877.944824
	Iteration 36Q: 3 clusters Score -2363756 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2363772.000000 Penalty: 4877.944824
	Iteration 37Q: 3 clusters Score -2363772 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2363791.750000 Penalty: 4877.944824
	Iteration 38Q: 3 clusters Score -2363792 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -2363804.750000 Penalty: 4877.944824
	Iteration 39Q: 3 clusters Score -2363805 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2363851.000000 Penalty: 4877.944824
	Iteration 40F: 3 clusters Score -2363851 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2363879.750000 Penalty: 4877.944824
	Iteration 41Q: 3 clusters Score -2363880 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2363902.750000 Penalty: 4877.944824
	Iteration 42Q: 3 clusters Score -2363903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2363922.500000 Penalty: 4877.944824
	Iteration 43Q: 3 clusters Score -2363922 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -2363944.250000 Penalty: 4877.944824
	Iteration 44Q: 3 clusters Score -2363944 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2363972.750000 Penalty: 4877.944824
	Iteration 45Q: 3 clusters Score -2363973 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2363992.250000 Penalty: 4877.944824
	Iteration 46Q: 3 clusters Score -2363992 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2364026.250000 Penalty: 4877.944824
	Iteration 47Q: 3 clusters Score -2364026 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -2364050.500000 Penalty: 4877.944824
	Iteration 48Q: 3 clusters Score -2364050 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -2364060.250000 Penalty: 4877.944824
	Iteration 49Q: 3 clusters Score -2364060 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2364078.250000 Penalty: 4877.944824
	Iteration 50Q: 3 clusters Score -2364078 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -2364084.250000 Penalty: 4877.944824
	Iteration 51Q: 3 clusters Score -2364084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2364088.750000 Penalty: 4877.944824
	Iteration 52Q: 3 clusters Score -2364089 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2364100.750000 Penalty: 4877.944824
	Iteration 53Q: 3 clusters Score -2364101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2364098.250000 Penalty: 4877.944824
	Iteration 54Q: 3 clusters Score -2364098 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2364103.500000 Penalty: 4877.944824
	Iteration 55Q: 3 clusters Score -2364104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2364109.500000 Penalty: 4877.944824
	Iteration 56Q: 3 clusters Score -2364110 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2364113.500000 Penalty: 4877.944824
	Iteration 57Q: 3 clusters Score -2364114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2364116.500000 Penalty: 4877.944824
	Iteration 58Q: 3 clusters Score -2364116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2364124.500000 Penalty: 4877.944824
	Iteration 59Q: 3 clusters Score -2364124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -2364136.000000 Penalty: 4877.944824
	Iteration 60F: 3 clusters Score -2364136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2364134.000000 Penalty: 4877.944824
	Iteration 61Q: 3 clusters Score -2364134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2364139.500000 Penalty: 4877.944824
	Iteration 62Q: 3 clusters Score -2364140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2364147.000000 Penalty: 4877.944824
	Iteration 63Q: 3 clusters Score -2364147 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -2364147.000000 Penalty: 4877.944824
	Iteration 64Q: 3 clusters Score -2364147 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2364150.750000 Penalty: 4877.944824
	Iteration 65Q: 3 clusters Score -2364151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2364159.250000 Penalty: 4877.944824
	Iteration 66Q: 3 clusters Score -2364159 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -2364159.500000 Penalty: 4877.944824
	Iteration 67Q: 3 clusters Score -2364160 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2364168.500000 Penalty: 4877.944824
	Iteration 68Q: 3 clusters Score -2364168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2364171.250000 Penalty: 4877.944824
	Iteration 69Q: 3 clusters Score -2364171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2364178.250000 Penalty: 4877.944824
	Iteration 70Q: 3 clusters Score -2364178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2364186.000000 Penalty: 4877.944824
	Iteration 71Q: 3 clusters Score -2364186 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2364186.250000 Penalty: 4877.944824
	Iteration 72Q: 3 clusters Score -2364186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -2364200.750000 Penalty: 4877.944824
	Iteration 73Q: 3 clusters Score -2364201 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2364202.500000 Penalty: 4877.944824
	Iteration 74Q: 3 clusters Score -2364202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2364217.250000 Penalty: 4877.944824
	Iteration 75Q: 3 clusters Score -2364217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2364216.750000 Penalty: 4877.944824
	Iteration 76Q: 3 clusters Score -2364217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2364216.750000 Penalty: 4877.944824
	Iteration 77Q: 3 clusters Score -2364217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -2364220.750000 Penalty: 4877.944824
	Iteration 78Q: 3 clusters Score -2364221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -2364231.500000 Penalty: 4877.944824
	Iteration 79Q: 3 clusters Score -2364232 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2364227.750000 Penalty: 4877.944824
	Iteration 80F: 3 clusters Score -2364228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2364225.000000 Penalty: 4877.944824
	Iteration 81Q: 3 clusters Score -2364225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2364226.750000 Penalty: 4877.944824
	Iteration 82Q: 3 clusters Score -2364227 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2364240.000000 Penalty: 4877.944824
	Iteration 83Q: 3 clusters Score -2364240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2364245.000000 Penalty: 4877.944824
	Iteration 84Q: 3 clusters Score -2364245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2364245.250000 Penalty: 4877.944824
	Iteration 85Q: 3 clusters Score -2364245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2364235.500000 Penalty: 4877.944824
	Iteration 86Q: 3 clusters Score -2364236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2364243.500000 Penalty: 4877.944824
	Iteration 87Q: 3 clusters Score -2364244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -2364245.750000 Penalty: 4877.944824
	Iteration 88Q: 3 clusters Score -2364246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2364243.250000 Penalty: 4877.944824
	Iteration 89Q: 3 clusters Score -2364243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -2364246.500000 Penalty: 4877.944824
	Iteration 90Q: 3 clusters Score -2364246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -2364259.500000 Penalty: 4877.944824
	Iteration 91Q: 3 clusters Score -2364260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2364254.500000 Penalty: 4877.944824
	Iteration 92Q: 3 clusters Score -2364254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2364258.750000 Penalty: 4877.944824
	Iteration 93Q: 3 clusters Score -2364259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -2364256.500000 Penalty: 4877.944824
	Iteration 94Q: 3 clusters Score -2364256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2364261.000000 Penalty: 4877.944824
	Iteration 95Q: 3 clusters Score -2364261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2364258.750000 Penalty: 4877.944824
	Iteration 96Q: 3 clusters Score -2364259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2364259.750000 Penalty: 4877.944824
	Iteration 97Q: 3 clusters Score -2364260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2364259.750000 Penalty: 4877.944824
	Iteration 98F: 3 clusters Score -2364260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Entering Unmasked Estep 
Score: -589360.500000 Penalty: 2080.504883
	Iteration 0F: 2 clusters Score -589360.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -585270.312500 Penalty: 4161.009766
	Iteration 0F: 3 clusters Score -585270.3 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -586295.187500 Penalty: 4161.009766
	Iteration 1F: 3 clusters Score -586295.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -586694.812500 Penalty: 4161.009766
	Iteration 2F: 3 clusters Score -586694.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -587181.625000 Penalty: 4161.009766
	Iteration 3F: 3 clusters Score -587181.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -587545.937500 Penalty: 4161.009766
	Iteration 4F: 3 clusters Score -587545.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -587738.937500 Penalty: 4161.009766
	Iteration 5F: 3 clusters Score -587738.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -587839.375000 Penalty: 4161.009766
	Iteration 6Q: 3 clusters Score -587839.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -587895.500000 Penalty: 4161.009766
	Iteration 7Q: 3 clusters Score -587895.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -587939.687500 Penalty: 4161.009766
	Iteration 8Q: 3 clusters Score -587939.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -587971.437500 Penalty: 4161.009766
	Iteration 9Q: 3 clusters Score -587971.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -587990.375000 Penalty: 4161.009766
	Iteration 10Q: 3 clusters Score -587990.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -588004.687500 Penalty: 4161.009766
	Iteration 11Q: 3 clusters Score -588004.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -588018.750000 Penalty: 4161.009766
	Iteration 12Q: 3 clusters Score -588018.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -588028.625000 Penalty: 4161.009766
	Iteration 13Q: 3 clusters Score -588028.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -588037.687500 Penalty: 4161.009766
	Iteration 14Q: 3 clusters Score -588037.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -588040.187500 Penalty: 4161.009766
	Iteration 15Q: 3 clusters Score -588040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -588041.187500 Penalty: 4161.009766
	Iteration 16Q: 3 clusters Score -588041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -588043.000000 Penalty: 4161.009766
	Iteration 17Q: 3 clusters Score -588043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -588042.937500 Penalty: 4161.009766
	Iteration 18Q: 3 clusters Score -588042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -588044.937500 Penalty: 4161.009766
	Iteration 19Q: 3 clusters Score -588044.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -588046.562500 Penalty: 4161.009766
	Iteration 20F: 3 clusters Score -588046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -588046.812500 Penalty: 4161.009766
	Iteration 21Q: 3 clusters Score -588046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -588049.500000 Penalty: 4161.009766
	Iteration 22Q: 3 clusters Score -588049.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -588049.937500 Penalty: 4161.009766
	Iteration 23Q: 3 clusters Score -588049.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -588049.750000 Penalty: 4161.009766
	Iteration 24Q: 3 clusters Score -588049.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -588052.812500 Penalty: 4161.009766
	Iteration 25Q: 3 clusters Score -588052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -588055.562500 Penalty: 4161.009766
	Iteration 26Q: 3 clusters Score -588055.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -588056.437500 Penalty: 4161.009766
	Iteration 27Q: 3 clusters Score -588056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -588057.437500 Penalty: 4161.009766
	Iteration 28Q: 3 clusters Score -588057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -588056.750000 Penalty: 4161.009766
	Iteration 29Q: 3 clusters Score -588056.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -588056.750000 Penalty: 4161.009766
	Iteration 30F: 3 clusters Score -588056.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -85561.531250 Penalty: 1607.810669
	Iteration 0F: 2 clusters Score -85561.53 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 326 members 
Entering Unmasked Estep 
Score: -83931.312500 Penalty: 3215.621338
	Iteration 0F: 3 clusters Score -83931.31 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -84145.187500 Penalty: 3215.621338
	Iteration 1F: 3 clusters Score -84145.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84272.046875 Penalty: 3215.621338
	Iteration 2F: 3 clusters Score -84272.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84496.843750 Penalty: 3215.621338
	Iteration 3Q: 3 clusters Score -84496.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -84684.914062 Penalty: 3215.621338
	Iteration 4F: 3 clusters Score -84684.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84786.492188 Penalty: 3215.621338
	Iteration 5F: 3 clusters Score -84786.49 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -84931.101562 Penalty: 3215.621338
	Iteration 6F: 3 clusters Score -84931.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -85075.710938 Penalty: 3215.621338
	Iteration 7F: 3 clusters Score -85075.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -85193.531250 Penalty: 3215.621338
	Iteration 8Q: 3 clusters Score -85193.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -85294.062500 Penalty: 3215.621338
	Iteration 9Q: 3 clusters Score -85294.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -85465.031250 Penalty: 3215.621338
	Iteration 10Q: 3 clusters Score -85465.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -85601.671875 Penalty: 3215.621338
	Iteration 11Q: 3 clusters Score -85601.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -85644.281250 Penalty: 3215.621338
	Iteration 12Q: 3 clusters Score -85644.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -85668.195312 Penalty: 3215.621338
	Iteration 13Q: 3 clusters Score -85668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -85668.195312 Penalty: 3215.621338
	Iteration 14F: 3 clusters Score -85668.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 172679 members 
Mstep: Class 3 contains 35597 members 
Mstep: Class 4 contains 8785 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52349 members 
Mstep: Class 7 contains 84773 members 
Mstep: Class 8 contains 76826 members 
Mstep: Class 9 contains 283523 members 
Mstep: Class 10 contains 29266 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 42642 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20077 members 
Mstep: Class 17 contains 7106 members 
Mstep: Class 18 contains 20356 members 
Mstep: Class 19 contains 9203 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 18668 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 488 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 166 members 
Entering Unmasked Estep 
Score: -122211504.000000 Penalty: 91853.718750
Splitting cluster 24 changes total score from -122213368.000000 to -122211504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -84710.843750 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -84710.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83189.007812 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -83189.01 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -83873.921875 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -83873.92 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -84781.343750 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -84781.34 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -85662.593750 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -85662.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -85768.609375 Penalty: 3229.825684
	Iteration 4Q: 3 clusters Score -85768.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -85851.218750 Penalty: 3229.825684
	Iteration 5Q: 3 clusters Score -85851.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -85877.875000 Penalty: 3229.825684
	Iteration 6Q: 3 clusters Score -85877.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -85924.109375 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -85924.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -85939.820312 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -85939.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -85950.398438 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -85950.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -85957.570312 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -85957.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -85963.992188 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -85963.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -85968.351562 Penalty: 3229.825684
	Iteration 12Q: 3 clusters Score -85968.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -85968.351562 Penalty: 3229.825684
	Iteration 13F: 3 clusters Score -85968.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 172679 members 
Mstep: Class 3 contains 35597 members 
Mstep: Class 4 contains 8785 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52349 members 
Mstep: Class 7 contains 84773 members 
Mstep: Class 8 contains 76826 members 
Mstep: Class 9 contains 283523 members 
Mstep: Class 10 contains 29266 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 42642 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20077 members 
Mstep: Class 17 contains 7106 members 
Mstep: Class 18 contains 20356 members 
Mstep: Class 19 contains 9203 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 18668 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 125 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 548 members 
Entering Unmasked Estep 
Score: -122212560.000000 Penalty: 91853.718750
Splitting cluster 25 changes total score from -122213368.000000 to -122212560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -70462.656250 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -70462.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69008.031250 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -69008.03 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -69221.781250 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -69221.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -69271.468750 Penalty: 3112.281982
	Iteration 2Q: 3 clusters Score -69271.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -69295.781250 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -69295.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69310.132812 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -69310.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -69328.757812 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -69328.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69335.382812 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -69335.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -69335.382812 Penalty: 3112.281982
	Iteration 7F: 3 clusters Score -69335.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 172679 members 
Mstep: Class 3 contains 35597 members 
Mstep: Class 4 contains 8785 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52349 members 
Mstep: Class 7 contains 84773 members 
Mstep: Class 8 contains 76826 members 
Mstep: Class 9 contains 283523 members 
Mstep: Class 10 contains 29266 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 42642 members 
Mstep: Class 14 contains 12804 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20077 members 
Mstep: Class 17 contains 7106 members 
Mstep: Class 18 contains 20356 members 
Mstep: Class 19 contains 9203 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 18668 members 
Mstep: Class 23 contains 4399 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122213224.000000 Penalty: 88451.726562
Iteration 79Q: 27 clusters Score -1.222132e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 172775 members 
Mstep: Class 3 contains 35584 members 
Mstep: Class 4 contains 8784 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 52389 members 
Mstep: Class 7 contains 84214 members 
Mstep: Class 8 contains 76821 members 
Mstep: Class 9 contains 283854 members 
Mstep: Class 10 contains 29269 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15430 members 
Mstep: Class 13 contains 42619 members 
Mstep: Class 14 contains 12736 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20099 members 
Mstep: Class 17 contains 7118 members 
Mstep: Class 18 contains 20357 members 
Mstep: Class 19 contains 9213 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 18790 members 
Mstep: Class 23 contains 4431 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122213296.000000 Penalty: 88451.726562
Iteration 80F: 27 clusters Score -1.222133e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 172883 members 
Mstep: Class 3 contains 35563 members 
Mstep: Class 4 contains 8780 members 
Mstep: Class 5 contains 254 members 
Mstep: Class 6 contains 52459 members 
Mstep: Class 7 contains 83650 members 
Mstep: Class 8 contains 76830 members 
Mstep: Class 9 contains 284171 members 
Mstep: Class 10 contains 29267 members 
Mstep: Class 11 contains 294 members 
Mstep: Class 12 contains 15429 members 
Mstep: Class 13 contains 42603 members 
Mstep: Class 14 contains 12678 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20114 members 
Mstep: Class 17 contains 7130 members 
Mstep: Class 18 contains 20362 members 
Mstep: Class 19 contains 9217 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 18904 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122213392.000000 Penalty: 88451.726562
Iteration 81Q: 27 clusters Score -1.222134e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 172987 members 
Mstep: Class 3 contains 35559 members 
Mstep: Class 4 contains 8773 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 52530 members 
Mstep: Class 7 contains 83061 members 
Mstep: Class 8 contains 76853 members 
Mstep: Class 9 contains 284505 members 
Mstep: Class 10 contains 29263 members 
Mstep: Class 11 contains 291 members 
Mstep: Class 12 contains 15430 members 
Mstep: Class 13 contains 42589 members 
Mstep: Class 14 contains 12624 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20131 members 
Mstep: Class 17 contains 7139 members 
Mstep: Class 18 contains 20364 members 
Mstep: Class 19 contains 9222 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1317 members 
Mstep: Class 22 contains 19012 members 
Mstep: Class 23 contains 4458 members 
Mstep: Class 24 contains 657 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122213216.000000 Penalty: 88451.726562
Iteration 82Q: 27 clusters Score -1.222132e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 173096 members 
Mstep: Class 3 contains 35554 members 
Mstep: Class 4 contains 8761 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 52601 members 
Mstep: Class 7 contains 82472 members 
Mstep: Class 8 contains 76861 members 
Mstep: Class 9 contains 284818 members 
Mstep: Class 10 contains 29257 members 
Mstep: Class 11 contains 287 members 
Mstep: Class 12 contains 15434 members 
Mstep: Class 13 contains 42576 members 
Mstep: Class 14 contains 12600 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20146 members 
Mstep: Class 17 contains 7148 members 
Mstep: Class 18 contains 20364 members 
Mstep: Class 19 contains 9245 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19108 members 
Mstep: Class 23 contains 4474 members 
Mstep: Class 24 contains 661 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122212984.000000 Penalty: 88451.726562
Iteration 83Q: 27 clusters Score -1.22213e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 173209 members 
Mstep: Class 3 contains 35550 members 
Mstep: Class 4 contains 8757 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 52661 members 
Mstep: Class 7 contains 81916 members 
Mstep: Class 8 contains 76856 members 
Mstep: Class 9 contains 285119 members 
Mstep: Class 10 contains 29249 members 
Mstep: Class 11 contains 283 members 
Mstep: Class 12 contains 15433 members 
Mstep: Class 13 contains 42573 members 
Mstep: Class 14 contains 12574 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20161 members 
Mstep: Class 17 contains 7154 members 
Mstep: Class 18 contains 20366 members 
Mstep: Class 19 contains 9262 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19189 members 
Mstep: Class 23 contains 4493 members 
Mstep: Class 24 contains 665 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122212936.000000 Penalty: 88451.726562
Iteration 84Q: 27 clusters Score -1.222129e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 173304 members 
Mstep: Class 3 contains 35544 members 
Mstep: Class 4 contains 8751 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 52740 members 
Mstep: Class 7 contains 81417 members 
Mstep: Class 8 contains 76861 members 
Mstep: Class 9 contains 285375 members 
Mstep: Class 10 contains 29252 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 15438 members 
Mstep: Class 13 contains 42568 members 
Mstep: Class 14 contains 12541 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20170 members 
Mstep: Class 17 contains 7159 members 
Mstep: Class 18 contains 20365 members 
Mstep: Class 19 contains 9268 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19262 members 
Mstep: Class 23 contains 4513 members 
Mstep: Class 24 contains 670 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122212320.000000 Penalty: 88451.726562
Iteration 85Q: 27 clusters Score -1.222123e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 173388 members 
Mstep: Class 3 contains 35533 members 
Mstep: Class 4 contains 8743 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 52810 members 
Mstep: Class 7 contains 80933 members 
Mstep: Class 8 contains 76867 members 
Mstep: Class 9 contains 285647 members 
Mstep: Class 10 contains 29250 members 
Mstep: Class 11 contains 274 members 
Mstep: Class 12 contains 15438 members 
Mstep: Class 13 contains 42564 members 
Mstep: Class 14 contains 12506 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20181 members 
Mstep: Class 17 contains 7164 members 
Mstep: Class 18 contains 20369 members 
Mstep: Class 19 contains 9278 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19327 members 
Mstep: Class 23 contains 4531 members 
Mstep: Class 24 contains 674 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122212216.000000 Penalty: 88451.726562
Iteration 86Q: 27 clusters Score -1.222122e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 173453 members 
Mstep: Class 3 contains 35517 members 
Mstep: Class 4 contains 8742 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 52882 members 
Mstep: Class 7 contains 80455 members 
Mstep: Class 8 contains 76887 members 
Mstep: Class 9 contains 285916 members 
Mstep: Class 10 contains 29248 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 15443 members 
Mstep: Class 13 contains 42557 members 
Mstep: Class 14 contains 12466 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20193 members 
Mstep: Class 17 contains 7173 members 
Mstep: Class 18 contains 20377 members 
Mstep: Class 19 contains 9287 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19387 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122211952.000000 Penalty: 88451.726562
Iteration 87Q: 27 clusters Score -1.22212e+08 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 173521 members 
Mstep: Class 3 contains 35507 members 
Mstep: Class 4 contains 8738 members 
Mstep: Class 5 contains 256 members 
Mstep: Class 6 contains 52947 members 
Mstep: Class 7 contains 80022 members 
Mstep: Class 8 contains 76904 members 
Mstep: Class 9 contains 286142 members 
Mstep: Class 10 contains 29242 members 
Mstep: Class 11 contains 268 members 
Mstep: Class 12 contains 15449 members 
Mstep: Class 13 contains 42544 members 
Mstep: Class 14 contains 12427 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20218 members 
Mstep: Class 17 contains 7184 members 
Mstep: Class 18 contains 20383 members 
Mstep: Class 19 contains 9299 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19441 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122211680.000000 Penalty: 88451.726562
Iteration 88Q: 27 clusters Score -1.222117e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 173565 members 
Mstep: Class 3 contains 35492 members 
Mstep: Class 4 contains 8736 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53007 members 
Mstep: Class 7 contains 79625 members 
Mstep: Class 8 contains 76928 members 
Mstep: Class 9 contains 286354 members 
Mstep: Class 10 contains 29240 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 15453 members 
Mstep: Class 13 contains 42536 members 
Mstep: Class 14 contains 12400 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20238 members 
Mstep: Class 17 contains 7193 members 
Mstep: Class 18 contains 20390 members 
Mstep: Class 19 contains 9308 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19489 members 
Mstep: Class 23 contains 4564 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122211512.000000 Penalty: 88451.726562
Iteration 89Q: 27 clusters Score -1.222115e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 173618 members 
Mstep: Class 3 contains 35480 members 
Mstep: Class 4 contains 8736 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53075 members 
Mstep: Class 7 contains 79217 members 
Mstep: Class 8 contains 76951 members 
Mstep: Class 9 contains 286558 members 
Mstep: Class 10 contains 29237 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 15456 members 
Mstep: Class 13 contains 42523 members 
Mstep: Class 14 contains 12371 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20268 members 
Mstep: Class 17 contains 7202 members 
Mstep: Class 18 contains 20394 members 
Mstep: Class 19 contains 9316 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19532 members 
Mstep: Class 23 contains 4580 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122211272.000000 Penalty: 88451.726562
Iteration 90Q: 27 clusters Score -1.222113e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 173675 members 
Mstep: Class 3 contains 35474 members 
Mstep: Class 4 contains 8734 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53140 members 
Mstep: Class 7 contains 78870 members 
Mstep: Class 8 contains 76980 members 
Mstep: Class 9 contains 286689 members 
Mstep: Class 10 contains 29236 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 15466 members 
Mstep: Class 13 contains 42514 members 
Mstep: Class 14 contains 12343 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20295 members 
Mstep: Class 17 contains 7214 members 
Mstep: Class 18 contains 20397 members 
Mstep: Class 19 contains 9324 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19567 members 
Mstep: Class 23 contains 4594 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122211376.000000 Penalty: 88451.726562
Iteration 91Q: 27 clusters Score -1.222114e+08 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 173720 members 
Mstep: Class 3 contains 35461 members 
Mstep: Class 4 contains 8725 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53193 members 
Mstep: Class 7 contains 78551 members 
Mstep: Class 8 contains 77015 members 
Mstep: Class 9 contains 286838 members 
Mstep: Class 10 contains 29231 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 15472 members 
Mstep: Class 13 contains 42507 members 
Mstep: Class 14 contains 12318 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20307 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 20406 members 
Mstep: Class 19 contains 9329 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19610 members 
Mstep: Class 23 contains 4611 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122211184.000000 Penalty: 88451.726562
Iteration 92Q: 27 clusters Score -1.222112e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 173749 members 
Mstep: Class 3 contains 35447 members 
Mstep: Class 4 contains 8721 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53253 members 
Mstep: Class 7 contains 78214 members 
Mstep: Class 8 contains 77040 members 
Mstep: Class 9 contains 287008 members 
Mstep: Class 10 contains 29225 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 15478 members 
Mstep: Class 13 contains 42501 members 
Mstep: Class 14 contains 12293 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20330 members 
Mstep: Class 17 contains 7228 members 
Mstep: Class 18 contains 20413 members 
Mstep: Class 19 contains 9343 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19656 members 
Mstep: Class 23 contains 4620 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122211136.000000 Penalty: 88451.726562
Iteration 93Q: 27 clusters Score -1.222111e+08 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 173773 members 
Mstep: Class 3 contains 35432 members 
Mstep: Class 4 contains 8719 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53315 members 
Mstep: Class 7 contains 77873 members 
Mstep: Class 8 contains 77057 members 
Mstep: Class 9 contains 287182 members 
Mstep: Class 10 contains 29223 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 15482 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 12276 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20352 members 
Mstep: Class 17 contains 7234 members 
Mstep: Class 18 contains 20421 members 
Mstep: Class 19 contains 9358 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19700 members 
Mstep: Class 23 contains 4634 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122210944.000000 Penalty: 88451.726562
Iteration 94Q: 27 clusters Score -1.222109e+08 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 173801 members 
Mstep: Class 3 contains 35416 members 
Mstep: Class 4 contains 8718 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53376 members 
Mstep: Class 7 contains 77516 members 
Mstep: Class 8 contains 77079 members 
Mstep: Class 9 contains 287375 members 
Mstep: Class 10 contains 29221 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 15484 members 
Mstep: Class 13 contains 42485 members 
Mstep: Class 14 contains 12263 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20374 members 
Mstep: Class 17 contains 7242 members 
Mstep: Class 18 contains 20432 members 
Mstep: Class 19 contains 9366 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19732 members 
Mstep: Class 23 contains 4648 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122210776.000000 Penalty: 88451.726562
Iteration 95Q: 27 clusters Score -1.222108e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 173821 members 
Mstep: Class 3 contains 35402 members 
Mstep: Class 4 contains 8718 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53425 members 
Mstep: Class 7 contains 77186 members 
Mstep: Class 8 contains 77105 members 
Mstep: Class 9 contains 287552 members 
Mstep: Class 10 contains 29221 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 15493 members 
Mstep: Class 13 contains 42479 members 
Mstep: Class 14 contains 12244 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 20436 members 
Mstep: Class 19 contains 9377 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1318 members 
Mstep: Class 22 contains 19762 members 
Mstep: Class 23 contains 4662 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122210592.000000 Penalty: 88451.726562
Iteration 96Q: 27 clusters Score -1.222106e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 173848 members 
Mstep: Class 3 contains 35396 members 
Mstep: Class 4 contains 8719 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53465 members 
Mstep: Class 7 contains 76889 members 
Mstep: Class 8 contains 77112 members 
Mstep: Class 9 contains 287714 members 
Mstep: Class 10 contains 29221 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 15498 members 
Mstep: Class 13 contains 42470 members 
Mstep: Class 14 contains 12229 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20409 members 
Mstep: Class 17 contains 7261 members 
Mstep: Class 18 contains 20436 members 
Mstep: Class 19 contains 9388 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 19790 members 
Mstep: Class 23 contains 4678 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122210560.000000 Penalty: 88451.726562
Iteration 97Q: 27 clusters Score -1.222106e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 173868 members 
Mstep: Class 3 contains 35391 members 
Mstep: Class 4 contains 8714 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53505 members 
Mstep: Class 7 contains 76618 members 
Mstep: Class 8 contains 77129 members 
Mstep: Class 9 contains 287866 members 
Mstep: Class 10 contains 29220 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 15499 members 
Mstep: Class 13 contains 42453 members 
Mstep: Class 14 contains 12219 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20425 members 
Mstep: Class 17 contains 7275 members 
Mstep: Class 18 contains 20435 members 
Mstep: Class 19 contains 9400 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 19812 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122210208.000000 Penalty: 88451.726562
Iteration 98Q: 27 clusters Score -1.222102e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 173902 members 
Mstep: Class 3 contains 35383 members 
Mstep: Class 4 contains 8711 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53546 members 
Mstep: Class 7 contains 76369 members 
Mstep: Class 8 contains 77158 members 
Mstep: Class 9 contains 287970 members 
Mstep: Class 10 contains 29220 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 15498 members 
Mstep: Class 13 contains 42434 members 
Mstep: Class 14 contains 12209 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20437 members 
Mstep: Class 17 contains 7293 members 
Mstep: Class 18 contains 20434 members 
Mstep: Class 19 contains 9414 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 19833 members 
Mstep: Class 23 contains 4711 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122210272.000000 Penalty: 88451.726562
Iteration 99Q: 27 clusters Score -1.222103e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 173930 members 
Mstep: Class 3 contains 35374 members 
Mstep: Class 4 contains 8707 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53589 members 
Mstep: Class 7 contains 76137 members 
Mstep: Class 8 contains 77185 members 
Mstep: Class 9 contains 288080 members 
Mstep: Class 10 contains 29218 members 
Mstep: Class 11 contains 269 members 
Mstep: Class 12 contains 15491 members 
Mstep: Class 13 contains 42406 members 
Mstep: Class 14 contains 12204 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20451 members 
Mstep: Class 17 contains 7315 members 
Mstep: Class 18 contains 20436 members 
Mstep: Class 19 contains 9426 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 19852 members 
Mstep: Class 23 contains 4720 members 
Mstep: Class 24 contains 679 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122210096.000000 Penalty: 88451.726562
Iteration 100F: 27 clusters Score -1.222101e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 173950 members 
Mstep: Class 3 contains 35365 members 
Mstep: Class 4 contains 8709 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53633 members 
Mstep: Class 7 contains 75895 members 
Mstep: Class 8 contains 77212 members 
Mstep: Class 9 contains 288189 members 
Mstep: Class 10 contains 29214 members 
Mstep: Class 11 contains 271 members 
Mstep: Class 12 contains 15494 members 
Mstep: Class 13 contains 42373 members 
Mstep: Class 14 contains 12202 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20467 members 
Mstep: Class 17 contains 7343 members 
Mstep: Class 18 contains 20438 members 
Mstep: Class 19 contains 9437 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 19871 members 
Mstep: Class 23 contains 4729 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 27 clusters Score -1.222104e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 173982 members 
Mstep: Class 3 contains 35360 members 
Mstep: Class 4 contains 8706 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53672 members 
Mstep: Class 7 contains 75642 members 
Mstep: Class 8 contains 77243 members 
Mstep: Class 9 contains 288297 members 
Mstep: Class 10 contains 29213 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15501 members 
Mstep: Class 13 contains 42353 members 
Mstep: Class 14 contains 12198 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20480 members 
Mstep: Class 17 contains 7356 members 
Mstep: Class 18 contains 20438 members 
Mstep: Class 19 contains 9450 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1319 members 
Mstep: Class 22 contains 19884 members 
Mstep: Class 23 contains 4746 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122210320.000000 Penalty: 88451.726562
Iteration 102Q: 27 clusters Score -1.222103e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 173999 members 
Mstep: Class 3 contains 35349 members 
Mstep: Class 4 contains 8707 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53696 members 
Mstep: Class 7 contains 75429 members 
Mstep: Class 8 contains 77270 members 
Mstep: Class 9 contains 288377 members 
Mstep: Class 10 contains 29213 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15511 members 
Mstep: Class 13 contains 42339 members 
Mstep: Class 14 contains 12192 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20498 members 
Mstep: Class 17 contains 7370 members 
Mstep: Class 18 contains 20446 members 
Mstep: Class 19 contains 9463 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 19897 members 
Mstep: Class 23 contains 4764 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122210264.000000 Penalty: 88451.726562
Iteration 103Q: 27 clusters Score -1.222103e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 174013 members 
Mstep: Class 3 contains 35343 members 
Mstep: Class 4 contains 8703 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53728 members 
Mstep: Class 7 contains 75243 members 
Mstep: Class 8 contains 77296 members 
Mstep: Class 9 contains 288451 members 
Mstep: Class 10 contains 29214 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15507 members 
Mstep: Class 13 contains 42328 members 
Mstep: Class 14 contains 12195 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20511 members 
Mstep: Class 17 contains 7381 members 
Mstep: Class 18 contains 20448 members 
Mstep: Class 19 contains 9472 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 19907 members 
Mstep: Class 23 contains 4780 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122210104.000000 Penalty: 88451.726562
Iteration 104Q: 27 clusters Score -1.222101e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 174033 members 
Mstep: Class 3 contains 35334 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53760 members 
Mstep: Class 7 contains 75066 members 
Mstep: Class 8 contains 77333 members 
Mstep: Class 9 contains 288502 members 
Mstep: Class 10 contains 29213 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15506 members 
Mstep: Class 13 contains 42316 members 
Mstep: Class 14 contains 12192 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20524 members 
Mstep: Class 17 contains 7394 members 
Mstep: Class 18 contains 20454 members 
Mstep: Class 19 contains 9484 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 19918 members 
Mstep: Class 23 contains 4793 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122209944.000000 Penalty: 88451.726562
Iteration 105Q: 27 clusters Score -1.222099e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 174036 members 
Mstep: Class 3 contains 35328 members 
Mstep: Class 4 contains 8700 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53788 members 
Mstep: Class 7 contains 74923 members 
Mstep: Class 8 contains 77350 members 
Mstep: Class 9 contains 288560 members 
Mstep: Class 10 contains 29210 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15512 members 
Mstep: Class 13 contains 42308 members 
Mstep: Class 14 contains 12193 members 
Mstep: Class 15 contains 648 members 
Mstep: Class 16 contains 20533 members 
Mstep: Class 17 contains 7401 members 
Mstep: Class 18 contains 20455 members 
Mstep: Class 19 contains 9493 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 19928 members 
Mstep: Class 23 contains 4804 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122209824.000000 Penalty: 88451.726562
Iteration 106Q: 27 clusters Score -1.222098e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 174039 members 
Mstep: Class 3 contains 35327 members 
Mstep: Class 4 contains 8699 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53821 members 
Mstep: Class 7 contains 74790 members 
Mstep: Class 8 contains 77373 members 
Mstep: Class 9 contains 288598 members 
Mstep: Class 10 contains 29210 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15512 members 
Mstep: Class 13 contains 42305 members 
Mstep: Class 14 contains 12191 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 20542 members 
Mstep: Class 17 contains 7405 members 
Mstep: Class 18 contains 20456 members 
Mstep: Class 19 contains 9503 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1320 members 
Mstep: Class 22 contains 19938 members 
Mstep: Class 23 contains 4814 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122209856.000000 Penalty: 88451.726562
Iteration 107Q: 27 clusters Score -1.222099e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 174047 members 
Mstep: Class 3 contains 35325 members 
Mstep: Class 4 contains 8702 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53854 members 
Mstep: Class 7 contains 74633 members 
Mstep: Class 8 contains 77395 members 
Mstep: Class 9 contains 288658 members 
Mstep: Class 10 contains 29208 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15514 members 
Mstep: Class 13 contains 42301 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 20552 members 
Mstep: Class 17 contains 7411 members 
Mstep: Class 18 contains 20455 members 
Mstep: Class 19 contains 9513 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 19945 members 
Mstep: Class 23 contains 4824 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122210000.000000 Penalty: 88451.726562
Iteration 108Q: 27 clusters Score -1.2221e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 174059 members 
Mstep: Class 3 contains 35319 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53888 members 
Mstep: Class 7 contains 74456 members 
Mstep: Class 8 contains 77413 members 
Mstep: Class 9 contains 288738 members 
Mstep: Class 10 contains 29208 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15515 members 
Mstep: Class 13 contains 42293 members 
Mstep: Class 14 contains 12187 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 20562 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 20456 members 
Mstep: Class 19 contains 9524 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 19955 members 
Mstep: Class 23 contains 4833 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122209896.000000 Penalty: 88451.726562
Iteration 109Q: 27 clusters Score -1.222099e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174071 members 
Mstep: Class 3 contains 35317 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53913 members 
Mstep: Class 7 contains 74278 members 
Mstep: Class 8 contains 77444 members 
Mstep: Class 9 contains 288818 members 
Mstep: Class 10 contains 29209 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15514 members 
Mstep: Class 13 contains 42287 members 
Mstep: Class 14 contains 12186 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 20573 members 
Mstep: Class 17 contains 7425 members 
Mstep: Class 18 contains 20454 members 
Mstep: Class 19 contains 9534 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 19959 members 
Mstep: Class 23 contains 4846 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122209912.000000 Penalty: 88451.726562
Iteration 110Q: 27 clusters Score -1.222099e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 174077 members 
Mstep: Class 3 contains 35315 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53934 members 
Mstep: Class 7 contains 74114 members 
Mstep: Class 8 contains 77465 members 
Mstep: Class 9 contains 288893 members 
Mstep: Class 10 contains 29209 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15513 members 
Mstep: Class 13 contains 42281 members 
Mstep: Class 14 contains 12183 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 20580 members 
Mstep: Class 17 contains 7431 members 
Mstep: Class 18 contains 20456 members 
Mstep: Class 19 contains 9546 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 19964 members 
Mstep: Class 23 contains 4863 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 27 clusters Score -1.222099e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 174092 members 
Mstep: Class 3 contains 35313 members 
Mstep: Class 4 contains 8705 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53950 members 
Mstep: Class 7 contains 73961 members 
Mstep: Class 8 contains 77480 members 
Mstep: Class 9 contains 288961 members 
Mstep: Class 10 contains 29210 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15514 members 
Mstep: Class 13 contains 42273 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 20590 members 
Mstep: Class 17 contains 7440 members 
Mstep: Class 18 contains 20456 members 
Mstep: Class 19 contains 9555 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 19969 members 
Mstep: Class 23 contains 4879 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 27 clusters Score -1.222098e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174100 members 
Mstep: Class 3 contains 35309 members 
Mstep: Class 4 contains 8707 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53967 members 
Mstep: Class 7 contains 73824 members 
Mstep: Class 8 contains 77493 members 
Mstep: Class 9 contains 289023 members 
Mstep: Class 10 contains 29208 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15513 members 
Mstep: Class 13 contains 42261 members 
Mstep: Class 14 contains 12180 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 20601 members 
Mstep: Class 17 contains 7453 members 
Mstep: Class 18 contains 20458 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 19973 members 
Mstep: Class 23 contains 4897 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 27 clusters Score -1.222098e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 174106 members 
Mstep: Class 3 contains 35302 members 
Mstep: Class 4 contains 8710 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 53995 members 
Mstep: Class 7 contains 73699 members 
Mstep: Class 8 contains 77509 members 
Mstep: Class 9 contains 289060 members 
Mstep: Class 10 contains 29209 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15512 members 
Mstep: Class 13 contains 42248 members 
Mstep: Class 14 contains 12181 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 20614 members 
Mstep: Class 17 contains 7466 members 
Mstep: Class 18 contains 20464 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 19978 members 
Mstep: Class 23 contains 4910 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 27 clusters Score -1.222098e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 174111 members 
Mstep: Class 3 contains 35298 members 
Mstep: Class 4 contains 8711 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 54026 members 
Mstep: Class 7 contains 73560 members 
Mstep: Class 8 contains 77533 members 
Mstep: Class 9 contains 289098 members 
Mstep: Class 10 contains 29207 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15514 members 
Mstep: Class 13 contains 42234 members 
Mstep: Class 14 contains 12179 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 20624 members 
Mstep: Class 17 contains 7481 members 
Mstep: Class 18 contains 20467 members 
Mstep: Class 19 contains 9589 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 19982 members 
Mstep: Class 23 contains 4919 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
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Iteration 115Q: 27 clusters Score -1.222096e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 174110 members 
Mstep: Class 3 contains 35295 members 
Mstep: Class 4 contains 8711 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 54051 members 
Mstep: Class 7 contains 73444 members 
Mstep: Class 8 contains 77548 members 
Mstep: Class 9 contains 289118 members 
Mstep: Class 10 contains 29205 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15519 members 
Mstep: Class 13 contains 42223 members 
Mstep: Class 14 contains 12178 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 20635 members 
Mstep: Class 17 contains 7494 members 
Mstep: Class 18 contains 20472 members 
Mstep: Class 19 contains 9610 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 19992 members 
Mstep: Class 23 contains 4928 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122209752.000000 Penalty: 88451.726562
Iteration 116Q: 27 clusters Score -1.222098e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 174114 members 
Mstep: Class 3 contains 35287 members 
Mstep: Class 4 contains 8711 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 54076 members 
Mstep: Class 7 contains 73323 members 
Mstep: Class 8 contains 77559 members 
Mstep: Class 9 contains 289161 members 
Mstep: Class 10 contains 29202 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15522 members 
Mstep: Class 13 contains 42214 members 
Mstep: Class 14 contains 12178 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 20639 members 
Mstep: Class 17 contains 7505 members 
Mstep: Class 18 contains 20476 members 
Mstep: Class 19 contains 9626 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 20002 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122209656.000000 Penalty: 88451.726562
Iteration 117Q: 27 clusters Score -1.222097e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 174133 members 
Mstep: Class 3 contains 35275 members 
Mstep: Class 4 contains 8704 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 54099 members 
Mstep: Class 7 contains 73191 members 
Mstep: Class 8 contains 77574 members 
Mstep: Class 9 contains 289216 members 
Mstep: Class 10 contains 29199 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15522 members 
Mstep: Class 13 contains 42211 members 
Mstep: Class 14 contains 12175 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 20646 members 
Mstep: Class 17 contains 7514 members 
Mstep: Class 18 contains 20480 members 
Mstep: Class 19 contains 9637 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 20013 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122209544.000000 Penalty: 88451.726562
Iteration 118Q: 27 clusters Score -1.222095e+08 nChanged 227
Entering ConstructFrom: 
Score: -122209544.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (7652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Entering Unmasked Estep 
Score: -1058577.250000 Penalty: 2217.795166
	Iteration 0F: 2 clusters Score -1058577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1052337.000000 Penalty: 4435.590332
	Iteration 0F: 3 clusters Score -1052337 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1054073.250000 Penalty: 4435.590332
	Iteration 1F: 3 clusters Score -1054073 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1054477.875000 Penalty: 4435.590332
	Iteration 2F: 3 clusters Score -1054478 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1054910.250000 Penalty: 4435.590332
	Iteration 3F: 3 clusters Score -1054910 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1055387.500000 Penalty: 4435.590332
	Iteration 4F: 3 clusters Score -1055388 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1055869.375000 Penalty: 4435.590332
	Iteration 5F: 3 clusters Score -1055869 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1056296.750000 Penalty: 4435.590332
	Iteration 6F: 3 clusters Score -1056297 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1056639.625000 Penalty: 4435.590332
	Iteration 7F: 3 clusters Score -1056640 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1056828.125000 Penalty: 4435.590332
	Iteration 8Q: 3 clusters Score -1056828 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1056945.875000 Penalty: 4435.590332
	Iteration 9Q: 3 clusters Score -1056946 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1057025.125000 Penalty: 4435.590332
	Iteration 10Q: 3 clusters Score -1057025 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1057068.125000 Penalty: 4435.590332
	Iteration 11Q: 3 clusters Score -1057068 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1057102.000000 Penalty: 4435.590332
	Iteration 12Q: 3 clusters Score -1057102 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1057129.500000 Penalty: 4435.590332
	Iteration 13Q: 3 clusters Score -1057130 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1057163.375000 Penalty: 4435.590332
	Iteration 14Q: 3 clusters Score -1057163 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1057188.500000 Penalty: 4435.590332
	Iteration 15Q: 3 clusters Score -1057188 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1057205.375000 Penalty: 4435.590332
	Iteration 16Q: 3 clusters Score -1057205 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1057217.875000 Penalty: 4435.590332
	Iteration 17Q: 3 clusters Score -1057218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1057229.875000 Penalty: 4435.590332
	Iteration 18Q: 3 clusters Score -1057230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1057245.250000 Penalty: 4435.590332
	Iteration 19Q: 3 clusters Score -1057245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1057260.000000 Penalty: 4435.590332
	Iteration 20F: 3 clusters Score -1057260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1057274.375000 Penalty: 4435.590332
	Iteration 21Q: 3 clusters Score -1057274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1057288.875000 Penalty: 4435.590332
	Iteration 22Q: 3 clusters Score -1057289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1057297.000000 Penalty: 4435.590332
	Iteration 23Q: 3 clusters Score -1057297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1057305.125000 Penalty: 4435.590332
	Iteration 24Q: 3 clusters Score -1057305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1057307.000000 Penalty: 4435.590332
	Iteration 25Q: 3 clusters Score -1057307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1057311.750000 Penalty: 4435.590332
	Iteration 26Q: 3 clusters Score -1057312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1057318.375000 Penalty: 4435.590332
	Iteration 27Q: 3 clusters Score -1057318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1057323.000000 Penalty: 4435.590332
	Iteration 28Q: 3 clusters Score -1057323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1057329.750000 Penalty: 4435.590332
	Iteration 29Q: 3 clusters Score -1057330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1057338.250000 Penalty: 4435.590332
	Iteration 30Q: 3 clusters Score -1057338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1057346.750000 Penalty: 4435.590332
	Iteration 31Q: 3 clusters Score -1057347 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1057351.250000 Penalty: 4435.590332
	Iteration 32Q: 3 clusters Score -1057351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1057355.750000 Penalty: 4435.590332
	Iteration 33Q: 3 clusters Score -1057356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1057367.375000 Penalty: 4435.590332
	Iteration 34Q: 3 clusters Score -1057367 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1057379.750000 Penalty: 4435.590332
	Iteration 35Q: 3 clusters Score -1057380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1057396.375000 Penalty: 4435.590332
	Iteration 36Q: 3 clusters Score -1057396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1057414.125000 Penalty: 4435.590332
	Iteration 37Q: 3 clusters Score -1057414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1057425.750000 Penalty: 4435.590332
	Iteration 38Q: 3 clusters Score -1057426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1057435.000000 Penalty: 4435.590332
	Iteration 39Q: 3 clusters Score -1057435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1057444.500000 Penalty: 4435.590332
	Iteration 40F: 3 clusters Score -1057444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1057456.750000 Penalty: 4435.590332
	Iteration 41Q: 3 clusters Score -1057457 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1057469.375000 Penalty: 4435.590332
	Iteration 42Q: 3 clusters Score -1057469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1057487.000000 Penalty: 4435.590332
	Iteration 43Q: 3 clusters Score -1057487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1057498.875000 Penalty: 4435.590332
	Iteration 44Q: 3 clusters Score -1057499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1057508.375000 Penalty: 4435.590332
	Iteration 45Q: 3 clusters Score -1057508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1057518.000000 Penalty: 4435.590332
	Iteration 46Q: 3 clusters Score -1057518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1057526.000000 Penalty: 4435.590332
	Iteration 47Q: 3 clusters Score -1057526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1057530.750000 Penalty: 4435.590332
	Iteration 48Q: 3 clusters Score -1057531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1057536.250000 Penalty: 4435.590332
	Iteration 49Q: 3 clusters Score -1057536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1057543.250000 Penalty: 4435.590332
	Iteration 50Q: 3 clusters Score -1057543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1057552.000000 Penalty: 4435.590332
	Iteration 51Q: 3 clusters Score -1057552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1057558.750000 Penalty: 4435.590332
	Iteration 52Q: 3 clusters Score -1057559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1057562.500000 Penalty: 4435.590332
	Iteration 53Q: 3 clusters Score -1057562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1057567.000000 Penalty: 4435.590332
	Iteration 54Q: 3 clusters Score -1057567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1057571.375000 Penalty: 4435.590332
	Iteration 55Q: 3 clusters Score -1057571 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1057577.000000 Penalty: 4435.590332
	Iteration 56Q: 3 clusters Score -1057577 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1057587.500000 Penalty: 4435.590332
	Iteration 57Q: 3 clusters Score -1057588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1057596.500000 Penalty: 4435.590332
	Iteration 58Q: 3 clusters Score -1057596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1057603.125000 Penalty: 4435.590332
	Iteration 59Q: 3 clusters Score -1057603 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1057605.375000 Penalty: 4435.590332
	Iteration 60F: 3 clusters Score -1057605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1057608.875000 Penalty: 4435.590332
	Iteration 61Q: 3 clusters Score -1057609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1057618.125000 Penalty: 4435.590332
	Iteration 62Q: 3 clusters Score -1057618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1057627.625000 Penalty: 4435.590332
	Iteration 63Q: 3 clusters Score -1057628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1057632.875000 Penalty: 4435.590332
	Iteration 64Q: 3 clusters Score -1057633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1057637.625000 Penalty: 4435.590332
	Iteration 65Q: 3 clusters Score -1057638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1057638.750000 Penalty: 4435.590332
	Iteration 66Q: 3 clusters Score -1057639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1057644.000000 Penalty: 4435.590332
	Iteration 67Q: 3 clusters Score -1057644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1057648.875000 Penalty: 4435.590332
	Iteration 68Q: 3 clusters Score -1057649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1057656.375000 Penalty: 4435.590332
	Iteration 69Q: 3 clusters Score -1057656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1057658.500000 Penalty: 4435.590332
	Iteration 70Q: 3 clusters Score -1057658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1057660.250000 Penalty: 4435.590332
	Iteration 71Q: 3 clusters Score -1057660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1057660.625000 Penalty: 4435.590332
	Iteration 72Q: 3 clusters Score -1057661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1057664.375000 Penalty: 4435.590332
	Iteration 73Q: 3 clusters Score -1057664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1057665.625000 Penalty: 4435.590332
	Iteration 74Q: 3 clusters Score -1057666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1057669.125000 Penalty: 4435.590332
	Iteration 75Q: 3 clusters Score -1057669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1057673.375000 Penalty: 4435.590332
	Iteration 76Q: 3 clusters Score -1057673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1057674.250000 Penalty: 4435.590332
	Iteration 77Q: 3 clusters Score -1057674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1057676.500000 Penalty: 4435.590332
	Iteration 78Q: 3 clusters Score -1057676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1057678.000000 Penalty: 4435.590332
	Iteration 79Q: 3 clusters Score -1057678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1057676.500000 Penalty: 4435.590332
	Iteration 80F: 3 clusters Score -1057676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (174129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174129 members 
Entering Unmasked Estep 
Score: -23793494.000000 Penalty: 2992.752686
	Iteration 0F: 2 clusters Score -2.379349e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87312 members 
Mstep: Class 2 contains 86817 members 
Entering Unmasked Estep 
Score: -23681498.000000 Penalty: 5985.505371
	Iteration 0F: 3 clusters Score -2.36815e+07 nChanged 83408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90676 members 
Mstep: Class 2 contains 83453 members 
Entering Unmasked Estep 
Score: -23730262.000000 Penalty: 5985.505371
	Iteration 1F: 3 clusters Score -2.373026e+07 nChanged 5983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92429 members 
Mstep: Class 2 contains 81700 members 
Entering Unmasked Estep 
Score: -23732280.000000 Penalty: 5985.505371
	Iteration 2Q: 3 clusters Score -2.373228e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 79083 members 
Entering Unmasked Estep 
Score: -23735048.000000 Penalty: 5985.505371
	Iteration 3Q: 3 clusters Score -2.373505e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98594 members 
Mstep: Class 2 contains 75535 members 
Entering Unmasked Estep 
Score: -23739458.000000 Penalty: 5985.505371
	Iteration 4Q: 3 clusters Score -2.373946e+07 nChanged 10510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 70549 members 
Entering Unmasked Estep 
Score: -23746602.000000 Penalty: 5985.505371
	Iteration 5F: 3 clusters Score -2.37466e+07 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109898 members 
Mstep: Class 2 contains 64231 members 
Entering Unmasked Estep 
Score: -23756166.000000 Penalty: 5985.505371
	Iteration 6F: 3 clusters Score -2.375617e+07 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116717 members 
Mstep: Class 2 contains 57412 members 
Entering Unmasked Estep 
Score: -23765730.000000 Penalty: 5985.505371
	Iteration 7F: 3 clusters Score -2.376573e+07 nChanged 10893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123390 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -23773194.000000 Penalty: 5985.505371
	Iteration 8F: 3 clusters Score -2.377319e+07 nChanged 8406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129394 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -23777846.000000 Penalty: 5985.505371
	Iteration 9Q: 3 clusters Score -2.377785e+07 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134732 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -23780698.000000 Penalty: 5985.505371
	Iteration 10Q: 3 clusters Score -2.37807e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139600 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -23782840.000000 Penalty: 5985.505371
	Iteration 11Q: 3 clusters Score -2.378284e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144113 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -23784416.000000 Penalty: 5985.505371
	Iteration 12Q: 3 clusters Score -2.378442e+07 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148133 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -23785690.000000 Penalty: 5985.505371
	Iteration 13Q: 3 clusters Score -2.378569e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151799 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -23786668.000000 Penalty: 5985.505371
	Iteration 14Q: 3 clusters Score -2.378667e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154982 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -23787648.000000 Penalty: 5985.505371
	Iteration 15Q: 3 clusters Score -2.378765e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157797 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -23788578.000000 Penalty: 5985.505371
	Iteration 16Q: 3 clusters Score -2.378858e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160196 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -23789482.000000 Penalty: 5985.505371
	Iteration 17Q: 3 clusters Score -2.378948e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162182 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -23790240.000000 Penalty: 5985.505371
	Iteration 18Q: 3 clusters Score -2.379024e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163852 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -23790836.000000 Penalty: 5985.505371
	Iteration 19Q: 3 clusters Score -2.379084e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165128 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -23791272.000000 Penalty: 5985.505371
	Iteration 20F: 3 clusters Score -2.379127e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166160 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -23791692.000000 Penalty: 5985.505371
	Iteration 21Q: 3 clusters Score -2.379169e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166910 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -23791964.000000 Penalty: 5985.505371
	Iteration 22Q: 3 clusters Score -2.379196e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167470 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -23792216.000000 Penalty: 5985.505371
	Iteration 23Q: 3 clusters Score -2.379222e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167901 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -23792396.000000 Penalty: 5985.505371
	Iteration 24Q: 3 clusters Score -2.37924e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168236 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -23792526.000000 Penalty: 5985.505371
	Iteration 25Q: 3 clusters Score -2.379253e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168494 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -23792636.000000 Penalty: 5985.505371
	Iteration 26Q: 3 clusters Score -2.379264e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168670 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -23792628.000000 Penalty: 5985.505371
	Iteration 27Q: 3 clusters Score -2.379263e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168811 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -23792620.000000 Penalty: 5985.505371
	Iteration 28Q: 3 clusters Score -2.379262e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168907 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -23792604.000000 Penalty: 5985.505371
	Iteration 29Q: 3 clusters Score -2.37926e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168969 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -23792608.000000 Penalty: 5985.505371
	Iteration 30Q: 3 clusters Score -2.379261e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169023 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -23792626.000000 Penalty: 5985.505371
	Iteration 31Q: 3 clusters Score -2.379263e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169077 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -23792646.000000 Penalty: 5985.505371
	Iteration 32Q: 3 clusters Score -2.379265e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169124 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -23792666.000000 Penalty: 5985.505371
	Iteration 33Q: 3 clusters Score -2.379267e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169164 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -23792704.000000 Penalty: 5985.505371
	Iteration 34Q: 3 clusters Score -2.37927e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169211 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -23792726.000000 Penalty: 5985.505371
	Iteration 35Q: 3 clusters Score -2.379273e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169245 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -23792772.000000 Penalty: 5985.505371
	Iteration 36Q: 3 clusters Score -2.379277e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169278 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -23792792.000000 Penalty: 5985.505371
	Iteration 37Q: 3 clusters Score -2.379279e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169302 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -23792786.000000 Penalty: 5985.505371
	Iteration 38Q: 3 clusters Score -2.379279e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169327 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -23792760.000000 Penalty: 5985.505371
	Iteration 39Q: 3 clusters Score -2.379276e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169339 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -23792776.000000 Penalty: 5985.505371
	Iteration 40F: 3 clusters Score -2.379278e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169365 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -23792802.000000 Penalty: 5985.505371
	Iteration 41Q: 3 clusters Score -2.37928e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169384 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -23792788.000000 Penalty: 5985.505371
	Iteration 42Q: 3 clusters Score -2.379279e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169409 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -23792800.000000 Penalty: 5985.505371
	Iteration 43Q: 3 clusters Score -2.37928e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169426 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -23792794.000000 Penalty: 5985.505371
	Iteration 44Q: 3 clusters Score -2.379279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169435 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -23792776.000000 Penalty: 5985.505371
	Iteration 45Q: 3 clusters Score -2.379278e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169454 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -23792762.000000 Penalty: 5985.505371
	Iteration 46Q: 3 clusters Score -2.379276e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169466 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -23792792.000000 Penalty: 5985.505371
	Iteration 47Q: 3 clusters Score -2.379279e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169481 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -23792812.000000 Penalty: 5985.505371
	Iteration 48Q: 3 clusters Score -2.379281e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169500 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -23792812.000000 Penalty: 5985.505371
	Iteration 49Q: 3 clusters Score -2.379281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169504 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -23792822.000000 Penalty: 5985.505371
	Iteration 50Q: 3 clusters Score -2.379282e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169522 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -23792834.000000 Penalty: 5985.505371
	Iteration 51Q: 3 clusters Score -2.379283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169528 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -23792830.000000 Penalty: 5985.505371
	Iteration 52Q: 3 clusters Score -2.379283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169533 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -23792830.000000 Penalty: 5985.505371
	Iteration 53Q: 3 clusters Score -2.379283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169544 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -23792838.000000 Penalty: 5985.505371
	Iteration 54Q: 3 clusters Score -2.379284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169547 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -23792830.000000 Penalty: 5985.505371
	Iteration 55Q: 3 clusters Score -2.379283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169550 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -23792842.000000 Penalty: 5985.505371
	Iteration 56Q: 3 clusters Score -2.379284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169552 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -23792856.000000 Penalty: 5985.505371
	Iteration 57Q: 3 clusters Score -2.379286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169553 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -23792850.000000 Penalty: 5985.505371
	Iteration 58Q: 3 clusters Score -2.379285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169554 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -23792832.000000 Penalty: 5985.505371
	Iteration 59Q: 3 clusters Score -2.379283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169555 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -23792830.000000 Penalty: 5985.505371
	Iteration 60F: 3 clusters Score -2.379283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169557 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -23792834.000000 Penalty: 5985.505371
	Iteration 61Q: 3 clusters Score -2.379283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169557 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -23792834.000000 Penalty: 5985.505371
	Iteration 62F: 3 clusters Score -2.379283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Entering Unmasked Estep 
Score: -4761859.000000 Penalty: 2596.727295
	Iteration 0F: 2 clusters Score -4761859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -4737887.000000 Penalty: 5193.454590
	Iteration 0F: 3 clusters Score -4737887 nChanged 16078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -4746673.000000 Penalty: 5193.454590
	Iteration 1F: 3 clusters Score -4746673 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -4747561.500000 Penalty: 5193.454590
	Iteration 2F: 3 clusters Score -4747562 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -4748726.000000 Penalty: 5193.454590
	Iteration 3F: 3 clusters Score -4748726 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -4749963.500000 Penalty: 5193.454590
	Iteration 4F: 3 clusters Score -4749964 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -4751286.500000 Penalty: 5193.454590
	Iteration 5F: 3 clusters Score -4751286 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -4752878.000000 Penalty: 5193.454590
	Iteration 6F: 3 clusters Score -4752878 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -4754758.500000 Penalty: 5193.454590
	Iteration 7F: 3 clusters Score -4754758 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -4756519.000000 Penalty: 5193.454590
	Iteration 8F: 3 clusters Score -4756519 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -4757889.000000 Penalty: 5193.454590
	Iteration 9F: 3 clusters Score -4757889 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -4758934.000000 Penalty: 5193.454590
	Iteration 10Q: 3 clusters Score -4758934 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -4759634.000000 Penalty: 5193.454590
	Iteration 11Q: 3 clusters Score -4759634 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -4760072.000000 Penalty: 5193.454590
	Iteration 12Q: 3 clusters Score -4760072 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -4760357.500000 Penalty: 5193.454590
	Iteration 13Q: 3 clusters Score -4760358 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -4760543.000000 Penalty: 5193.454590
	Iteration 14Q: 3 clusters Score -4760543 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -4760668.500000 Penalty: 5193.454590
	Iteration 15Q: 3 clusters Score -4760668 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -4760730.500000 Penalty: 5193.454590
	Iteration 16Q: 3 clusters Score -4760730 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -4760838.000000 Penalty: 5193.454590
	Iteration 17Q: 3 clusters Score -4760838 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -4760890.500000 Penalty: 5193.454590
	Iteration 18Q: 3 clusters Score -4760890 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -4760939.000000 Penalty: 5193.454590
	Iteration 19Q: 3 clusters Score -4760939 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -4760961.500000 Penalty: 5193.454590
	Iteration 20F: 3 clusters Score -4760962 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -4760970.500000 Penalty: 5193.454590
	Iteration 21Q: 3 clusters Score -4760970 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -4760987.000000 Penalty: 5193.454590
	Iteration 22Q: 3 clusters Score -4760987 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -4761000.000000 Penalty: 5193.454590
	Iteration 23Q: 3 clusters Score -4761000 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -4761028.000000 Penalty: 5193.454590
	Iteration 24Q: 3 clusters Score -4761028 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -4761036.000000 Penalty: 5193.454590
	Iteration 25Q: 3 clusters Score -4761036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -4761029.500000 Penalty: 5193.454590
	Iteration 26Q: 3 clusters Score -4761030 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -4761033.000000 Penalty: 5193.454590
	Iteration 27Q: 3 clusters Score -4761033 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -4761047.000000 Penalty: 5193.454590
	Iteration 28Q: 3 clusters Score -4761047 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -4761050.000000 Penalty: 5193.454590
	Iteration 29Q: 3 clusters Score -4761050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -4761066.500000 Penalty: 5193.454590
	Iteration 30Q: 3 clusters Score -4761066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -4761057.500000 Penalty: 5193.454590
	Iteration 31Q: 3 clusters Score -4761058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -4761049.000000 Penalty: 5193.454590
	Iteration 32Q: 3 clusters Score -4761049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -4761054.500000 Penalty: 5193.454590
	Iteration 33Q: 3 clusters Score -4761054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -4761056.500000 Penalty: 5193.454590
	Iteration 34Q: 3 clusters Score -4761056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -4761059.000000 Penalty: 5193.454590
	Iteration 35Q: 3 clusters Score -4761059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -4761056.500000 Penalty: 5193.454590
	Iteration 36Q: 3 clusters Score -4761056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -4761062.000000 Penalty: 5193.454590
	Iteration 37Q: 3 clusters Score -4761062 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -4761067.500000 Penalty: 5193.454590
	Iteration 38Q: 3 clusters Score -4761068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -4761071.000000 Penalty: 5193.454590
	Iteration 39Q: 3 clusters Score -4761071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -4761066.000000 Penalty: 5193.454590
	Iteration 40F: 3 clusters Score -4761066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -4761074.500000 Penalty: 5193.454590
	Iteration 41Q: 3 clusters Score -4761074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -4761077.500000 Penalty: 5193.454590
	Iteration 42Q: 3 clusters Score -4761078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -4761081.000000 Penalty: 5193.454590
	Iteration 43Q: 3 clusters Score -4761081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -4761078.000000 Penalty: 5193.454590
	Iteration 44Q: 3 clusters Score -4761078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -4761072.500000 Penalty: 5193.454590
	Iteration 45Q: 3 clusters Score -4761072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -4761074.500000 Penalty: 5193.454590
	Iteration 46Q: 3 clusters Score -4761074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4761073.500000 Penalty: 5193.454590
	Iteration 47Q: 3 clusters Score -4761074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -4761072.000000 Penalty: 5193.454590
	Iteration 48Q: 3 clusters Score -4761072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -4761074.500000 Penalty: 5193.454590
	Iteration 49Q: 3 clusters Score -4761074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -4761074.000000 Penalty: 5193.454590
	Iteration 50Q: 3 clusters Score -4761074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -4761068.000000 Penalty: 5193.454590
	Iteration 51Q: 3 clusters Score -4761068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -4761071.500000 Penalty: 5193.454590
	Iteration 52Q: 3 clusters Score -4761072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -4761072.000000 Penalty: 5193.454590
	Iteration 53Q: 3 clusters Score -4761072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -4761076.000000 Penalty: 5193.454590
	Iteration 54Q: 3 clusters Score -4761076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -4761077.000000 Penalty: 5193.454590
	Iteration 55Q: 3 clusters Score -4761077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4761074.000000 Penalty: 5193.454590
	Iteration 56Q: 3 clusters Score -4761074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -4761067.500000 Penalty: 5193.454590
	Iteration 57Q: 3 clusters Score -4761068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -4761066.500000 Penalty: 5193.454590
	Iteration 58Q: 3 clusters Score -4761066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -4761067.000000 Penalty: 5193.454590
	Iteration 59Q: 3 clusters Score -4761067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -4761067.000000 Penalty: 5193.454590
	Iteration 60F: 3 clusters Score -4761067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Entering Unmasked Estep 
Score: -1117826.000000 Penalty: 2249.656006
	Iteration 0F: 2 clusters Score -1117826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1111077.625000 Penalty: 4499.312012
	Iteration 0F: 3 clusters Score -1111078 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1112984.750000 Penalty: 4499.312012
	Iteration 1F: 3 clusters Score -1112985 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1113404.875000 Penalty: 4499.312012
	Iteration 2F: 3 clusters Score -1113405 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1113812.500000 Penalty: 4499.312012
	Iteration 3F: 3 clusters Score -1113812 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1114214.500000 Penalty: 4499.312012
	Iteration 4F: 3 clusters Score -1114214 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1114556.875000 Penalty: 4499.312012
	Iteration 5F: 3 clusters Score -1114557 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1114902.000000 Penalty: 4499.312012
	Iteration 6F: 3 clusters Score -1114902 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1115251.000000 Penalty: 4499.312012
	Iteration 7F: 3 clusters Score -1115251 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1115619.375000 Penalty: 4499.312012
	Iteration 8F: 3 clusters Score -1115619 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1116000.000000 Penalty: 4499.312012
	Iteration 9F: 3 clusters Score -1116000 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1116296.000000 Penalty: 4499.312012
	Iteration 10Q: 3 clusters Score -1116296 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1116556.125000 Penalty: 4499.312012
	Iteration 11Q: 3 clusters Score -1116556 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1116764.625000 Penalty: 4499.312012
	Iteration 12Q: 3 clusters Score -1116765 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1116882.625000 Penalty: 4499.312012
	Iteration 13Q: 3 clusters Score -1116883 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1116952.500000 Penalty: 4499.312012
	Iteration 14Q: 3 clusters Score -1116952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1116989.125000 Penalty: 4499.312012
	Iteration 15Q: 3 clusters Score -1116989 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1117013.375000 Penalty: 4499.312012
	Iteration 16Q: 3 clusters Score -1117013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1117029.125000 Penalty: 4499.312012
	Iteration 17Q: 3 clusters Score -1117029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1117043.000000 Penalty: 4499.312012
	Iteration 18Q: 3 clusters Score -1117043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1117054.750000 Penalty: 4499.312012
	Iteration 19Q: 3 clusters Score -1117055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1117061.500000 Penalty: 4499.312012
	Iteration 20F: 3 clusters Score -1117062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1117066.625000 Penalty: 4499.312012
	Iteration 21Q: 3 clusters Score -1117067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1117067.875000 Penalty: 4499.312012
	Iteration 22Q: 3 clusters Score -1117068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1117073.750000 Penalty: 4499.312012
	Iteration 23Q: 3 clusters Score -1117074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1117080.500000 Penalty: 4499.312012
	Iteration 24Q: 3 clusters Score -1117080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1117083.875000 Penalty: 4499.312012
	Iteration 25Q: 3 clusters Score -1117084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1117087.875000 Penalty: 4499.312012
	Iteration 26Q: 3 clusters Score -1117088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1117093.250000 Penalty: 4499.312012
	Iteration 27Q: 3 clusters Score -1117093 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1117098.250000 Penalty: 4499.312012
	Iteration 28Q: 3 clusters Score -1117098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1117104.125000 Penalty: 4499.312012
	Iteration 29Q: 3 clusters Score -1117104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1117108.500000 Penalty: 4499.312012
	Iteration 30Q: 3 clusters Score -1117108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1117107.125000 Penalty: 4499.312012
	Iteration 31Q: 3 clusters Score -1117107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1117109.500000 Penalty: 4499.312012
	Iteration 32Q: 3 clusters Score -1117110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1117112.875000 Penalty: 4499.312012
	Iteration 33Q: 3 clusters Score -1117113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1117122.750000 Penalty: 4499.312012
	Iteration 34Q: 3 clusters Score -1117123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1117123.750000 Penalty: 4499.312012
	Iteration 35Q: 3 clusters Score -1117124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1117125.625000 Penalty: 4499.312012
	Iteration 36Q: 3 clusters Score -1117126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1117126.750000 Penalty: 4499.312012
	Iteration 37Q: 3 clusters Score -1117127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1117126.750000 Penalty: 4499.312012
	Iteration 38F: 3 clusters Score -1117127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -27595.445312 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -27595.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26446.843750 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -26446.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26552.867188 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -26552.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -26582.800781 Penalty: 2752.341797
	Iteration 2Q: 3 clusters Score -26582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26623.574219 Penalty: 2752.341797
	Iteration 3Q: 3 clusters Score -26623.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26658.189453 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -26658.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26674.197266 Penalty: 2752.341797
	Iteration 5Q: 3 clusters Score -26674.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26704.119141 Penalty: 2752.341797
	Iteration 6Q: 3 clusters Score -26704.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26736.568359 Penalty: 2752.341797
	Iteration 7Q: 3 clusters Score -26736.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26749.425781 Penalty: 2752.341797
	Iteration 8Q: 3 clusters Score -26749.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26765.193359 Penalty: 2752.341797
	Iteration 9Q: 3 clusters Score -26765.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -26765.193359 Penalty: 2752.341797
	Iteration 10F: 3 clusters Score -26765.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54117 members 
Entering Unmasked Estep 
Score: -7455525.000000 Penalty: 2702.928223
	Iteration 0F: 2 clusters Score -7455525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27048 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -7419250.000000 Penalty: 5405.856445
	Iteration 0F: 3 clusters Score -7419250 nChanged 25064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -7432988.000000 Penalty: 5405.856445
	Iteration 1F: 3 clusters Score -7432988 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -7433445.500000 Penalty: 5405.856445
	Iteration 2Q: 3 clusters Score -7433446 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -7433896.500000 Penalty: 5405.856445
	Iteration 3Q: 3 clusters Score -7433896 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -7434383.000000 Penalty: 5405.856445
	Iteration 4Q: 3 clusters Score -7434383 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -7434880.000000 Penalty: 5405.856445
	Iteration 5Q: 3 clusters Score -7434880 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -7435532.500000 Penalty: 5405.856445
	Iteration 6Q: 3 clusters Score -7435532 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -7436445.500000 Penalty: 5405.856445
	Iteration 7Q: 3 clusters Score -7436446 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -7437755.000000 Penalty: 5405.856445
	Iteration 8Q: 3 clusters Score -7437755 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -7439855.000000 Penalty: 5405.856445
	Iteration 9F: 3 clusters Score -7439855 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -7442216.500000 Penalty: 5405.856445
	Iteration 10F: 3 clusters Score -7442216 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -7444378.500000 Penalty: 5405.856445
	Iteration 11F: 3 clusters Score -7444378 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -7446024.000000 Penalty: 5405.856445
	Iteration 12F: 3 clusters Score -7446024 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -7446957.500000 Penalty: 5405.856445
	Iteration 13Q: 3 clusters Score -7446958 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -7447475.000000 Penalty: 5405.856445
	Iteration 14Q: 3 clusters Score -7447475 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -7447771.000000 Penalty: 5405.856445
	Iteration 15Q: 3 clusters Score -7447771 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -7448010.000000 Penalty: 5405.856445
	Iteration 16Q: 3 clusters Score -7448010 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -7448163.500000 Penalty: 5405.856445
	Iteration 17Q: 3 clusters Score -7448164 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -7448269.000000 Penalty: 5405.856445
	Iteration 18Q: 3 clusters Score -7448269 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -7448360.500000 Penalty: 5405.856445
	Iteration 19Q: 3 clusters Score -7448360 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -7448478.000000 Penalty: 5405.856445
	Iteration 20F: 3 clusters Score -7448478 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -7448537.500000 Penalty: 5405.856445
	Iteration 21Q: 3 clusters Score -7448538 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -7448613.500000 Penalty: 5405.856445
	Iteration 22Q: 3 clusters Score -7448614 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -7448675.500000 Penalty: 5405.856445
	Iteration 23Q: 3 clusters Score -7448676 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -7448770.000000 Penalty: 5405.856445
	Iteration 24Q: 3 clusters Score -7448770 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -7448830.500000 Penalty: 5405.856445
	Iteration 25Q: 3 clusters Score -7448830 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -7448942.000000 Penalty: 5405.856445
	Iteration 26Q: 3 clusters Score -7448942 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -7449042.500000 Penalty: 5405.856445
	Iteration 27Q: 3 clusters Score -7449042 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -7449151.500000 Penalty: 5405.856445
	Iteration 28Q: 3 clusters Score -7449152 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -7449289.500000 Penalty: 5405.856445
	Iteration 29Q: 3 clusters Score -7449290 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -7449406.000000 Penalty: 5405.856445
	Iteration 30Q: 3 clusters Score -7449406 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -7449539.500000 Penalty: 5405.856445
	Iteration 31Q: 3 clusters Score -7449540 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -7449677.500000 Penalty: 5405.856445
	Iteration 32Q: 3 clusters Score -7449678 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -7449824.000000 Penalty: 5405.856445
	Iteration 33Q: 3 clusters Score -7449824 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -7449996.000000 Penalty: 5405.856445
	Iteration 34Q: 3 clusters Score -7449996 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -7450198.500000 Penalty: 5405.856445
	Iteration 35Q: 3 clusters Score -7450198 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -7450426.000000 Penalty: 5405.856445
	Iteration 36Q: 3 clusters Score -7450426 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -7450647.500000 Penalty: 5405.856445
	Iteration 37Q: 3 clusters Score -7450648 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -7450839.000000 Penalty: 5405.856445
	Iteration 38Q: 3 clusters Score -7450839 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -7451067.500000 Penalty: 5405.856445
	Iteration 39Q: 3 clusters Score -7451068 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48487 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -7451309.000000 Penalty: 5405.856445
	Iteration 40F: 3 clusters Score -7451309 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -7451603.500000 Penalty: 5405.856445
	Iteration 41Q: 3 clusters Score -7451604 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -7451884.000000 Penalty: 5405.856445
	Iteration 42Q: 3 clusters Score -7451884 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50396 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -7452067.000000 Penalty: 5405.856445
	Iteration 43Q: 3 clusters Score -7452067 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50884 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -7452225.500000 Penalty: 5405.856445
	Iteration 44Q: 3 clusters Score -7452226 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -7452413.500000 Penalty: 5405.856445
	Iteration 45Q: 3 clusters Score -7452414 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7452578.500000 Penalty: 5405.856445
	Iteration 46Q: 3 clusters Score -7452578 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7452717.000000 Penalty: 5405.856445
	Iteration 47Q: 3 clusters Score -7452717 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7452821.000000 Penalty: 5405.856445
	Iteration 48Q: 3 clusters Score -7452821 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7452900.500000 Penalty: 5405.856445
	Iteration 49Q: 3 clusters Score -7452900 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52556 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7452952.000000 Penalty: 5405.856445
	Iteration 50Q: 3 clusters Score -7452952 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7453002.000000 Penalty: 5405.856445
	Iteration 51Q: 3 clusters Score -7453002 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52783 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7453010.000000 Penalty: 5405.856445
	Iteration 52Q: 3 clusters Score -7453010 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7453060.000000 Penalty: 5405.856445
	Iteration 53Q: 3 clusters Score -7453060 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7453099.500000 Penalty: 5405.856445
	Iteration 54Q: 3 clusters Score -7453100 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7453121.500000 Penalty: 5405.856445
	Iteration 55Q: 3 clusters Score -7453122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -7453144.500000 Penalty: 5405.856445
	Iteration 56Q: 3 clusters Score -7453144 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -7453150.500000 Penalty: 5405.856445
	Iteration 57Q: 3 clusters Score -7453150 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7453154.500000 Penalty: 5405.856445
	Iteration 58Q: 3 clusters Score -7453154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -7453171.000000 Penalty: 5405.856445
	Iteration 59Q: 3 clusters Score -7453171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7453165.000000 Penalty: 5405.856445
	Iteration 60F: 3 clusters Score -7453165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7453168.000000 Penalty: 5405.856445
	Iteration 61Q: 3 clusters Score -7453168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53138 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -7453172.000000 Penalty: 5405.856445
	Iteration 62Q: 3 clusters Score -7453172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7453186.500000 Penalty: 5405.856445
	Iteration 63Q: 3 clusters Score -7453186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7453189.000000 Penalty: 5405.856445
	Iteration 64Q: 3 clusters Score -7453189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -7453190.500000 Penalty: 5405.856445
	Iteration 65Q: 3 clusters Score -7453190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7453192.500000 Penalty: 5405.856445
	Iteration 66Q: 3 clusters Score -7453192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53170 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7453196.500000 Penalty: 5405.856445
	Iteration 67Q: 3 clusters Score -7453196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7453202.000000 Penalty: 5405.856445
	Iteration 68Q: 3 clusters Score -7453202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7453205.000000 Penalty: 5405.856445
	Iteration 69Q: 3 clusters Score -7453205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -7453208.000000 Penalty: 5405.856445
	Iteration 70Q: 3 clusters Score -7453208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7453204.500000 Penalty: 5405.856445
	Iteration 71Q: 3 clusters Score -7453204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7453202.500000 Penalty: 5405.856445
	Iteration 72Q: 3 clusters Score -7453202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7453208.500000 Penalty: 5405.856445
	Iteration 73Q: 3 clusters Score -7453208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7453208.500000 Penalty: 5405.856445
	Iteration 74F: 3 clusters Score -7453208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (73096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73096 members 
Entering Unmasked Estep 
Score: -10140854.000000 Penalty: 2777.483154
	Iteration 0F: 2 clusters Score -1.014085e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -10091804.000000 Penalty: 5554.966309
	Iteration 0F: 3 clusters Score -1.00918e+07 nChanged 34408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -10111005.000000 Penalty: 5554.966309
	Iteration 1F: 3 clusters Score -1.0111e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 32165 members 
Entering Unmasked Estep 
Score: -10111995.000000 Penalty: 5554.966309
	Iteration 2Q: 3 clusters Score -1.0112e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -10113352.000000 Penalty: 5554.966309
	Iteration 3Q: 3 clusters Score -1.011335e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -10115463.000000 Penalty: 5554.966309
	Iteration 4F: 3 clusters Score -1.011546e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 21760 members 
Entering Unmasked Estep 
Score: -10118762.000000 Penalty: 5554.966309
	Iteration 5F: 3 clusters Score -1.011876e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -10123470.000000 Penalty: 5554.966309
	Iteration 6F: 3 clusters Score -1.012347e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -10128942.000000 Penalty: 5554.966309
	Iteration 7F: 3 clusters Score -1.012894e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67585 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -10133440.000000 Penalty: 5554.966309
	Iteration 8F: 3 clusters Score -1.013344e+07 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -10136256.000000 Penalty: 5554.966309
	Iteration 9Q: 3 clusters Score -1.013626e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -10137488.000000 Penalty: 5554.966309
	Iteration 10Q: 3 clusters Score -1.013749e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72370 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10137966.000000 Penalty: 5554.966309
	Iteration 11Q: 3 clusters Score -1.013797e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10138162.000000 Penalty: 5554.966309
	Iteration 12Q: 3 clusters Score -1.013816e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72645 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10138276.000000 Penalty: 5554.966309
	Iteration 13Q: 3 clusters Score -1.013828e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10138359.000000 Penalty: 5554.966309
	Iteration 14Q: 3 clusters Score -1.013836e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72722 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10138382.000000 Penalty: 5554.966309
	Iteration 15Q: 3 clusters Score -1.013838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72741 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10138405.000000 Penalty: 5554.966309
	Iteration 16Q: 3 clusters Score -1.01384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10138413.000000 Penalty: 5554.966309
	Iteration 17Q: 3 clusters Score -1.013841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72765 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10138442.000000 Penalty: 5554.966309
	Iteration 18Q: 3 clusters Score -1.013844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72772 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10138443.000000 Penalty: 5554.966309
	Iteration 19Q: 3 clusters Score -1.013844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72775 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10138461.000000 Penalty: 5554.966309
	Iteration 20F: 3 clusters Score -1.013846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10138472.000000 Penalty: 5554.966309
	Iteration 21Q: 3 clusters Score -1.013847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72785 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10138486.000000 Penalty: 5554.966309
	Iteration 22Q: 3 clusters Score -1.013849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72790 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -10138507.000000 Penalty: 5554.966309
	Iteration 23Q: 3 clusters Score -1.013851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72791 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10138500.000000 Penalty: 5554.966309
	Iteration 24Q: 3 clusters Score -1.01385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10138507.000000 Penalty: 5554.966309
	Iteration 25Q: 3 clusters Score -1.013851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -10138513.000000 Penalty: 5554.966309
	Iteration 26Q: 3 clusters Score -1.013851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -10138513.000000 Penalty: 5554.966309
	Iteration 27Q: 3 clusters Score -1.013851e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10138517.000000 Penalty: 5554.966309
	Iteration 28Q: 3 clusters Score -1.013852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10138517.000000 Penalty: 5554.966309
	Iteration 29F: 3 clusters Score -1.013852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (77586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77586 members 
Entering Unmasked Estep 
Score: -10430351.000000 Penalty: 2792.267090
	Iteration 0F: 2 clusters Score -1.043035e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -10378270.000000 Penalty: 5584.534180
	Iteration 0F: 3 clusters Score -1.037827e+07 nChanged 36474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -10399125.000000 Penalty: 5584.534180
	Iteration 1F: 3 clusters Score -1.039912e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -10400050.000000 Penalty: 5584.534180
	Iteration 2Q: 3 clusters Score -1.040005e+07 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -10401298.000000 Penalty: 5584.534180
	Iteration 3Q: 3 clusters Score -1.04013e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -10403127.000000 Penalty: 5584.534180
	Iteration 4Q: 3 clusters Score -1.040313e+07 nChanged 4755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -10405985.000000 Penalty: 5584.534180
	Iteration 5F: 3 clusters Score -1.040598e+07 nChanged 5553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53915 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -10409886.000000 Penalty: 5584.534180
	Iteration 6F: 3 clusters Score -1.040989e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58728 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -10414356.000000 Penalty: 5584.534180
	Iteration 7F: 3 clusters Score -1.041436e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -10418298.000000 Penalty: 5584.534180
	Iteration 8F: 3 clusters Score -1.04183e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -10421315.000000 Penalty: 5584.534180
	Iteration 9Q: 3 clusters Score -1.042132e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69162 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -10423446.000000 Penalty: 5584.534180
	Iteration 10Q: 3 clusters Score -1.042345e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70970 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -10424894.000000 Penalty: 5584.534180
	Iteration 11Q: 3 clusters Score -1.042489e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72234 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -10425874.000000 Penalty: 5584.534180
	Iteration 12Q: 3 clusters Score -1.042587e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73160 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -10426656.000000 Penalty: 5584.534180
	Iteration 13Q: 3 clusters Score -1.042666e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73818 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -10427118.000000 Penalty: 5584.534180
	Iteration 14Q: 3 clusters Score -1.042712e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74284 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -10427404.000000 Penalty: 5584.534180
	Iteration 15Q: 3 clusters Score -1.04274e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74648 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -10427574.000000 Penalty: 5584.534180
	Iteration 16Q: 3 clusters Score -1.042757e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74953 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -10427749.000000 Penalty: 5584.534180
	Iteration 17Q: 3 clusters Score -1.042775e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75192 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -10427868.000000 Penalty: 5584.534180
	Iteration 18Q: 3 clusters Score -1.042787e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75364 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -10427940.000000 Penalty: 5584.534180
	Iteration 19Q: 3 clusters Score -1.042794e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75498 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -10428020.000000 Penalty: 5584.534180
	Iteration 20F: 3 clusters Score -1.042802e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -10428041.000000 Penalty: 5584.534180
	Iteration 21Q: 3 clusters Score -1.042804e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -10428078.000000 Penalty: 5584.534180
	Iteration 22Q: 3 clusters Score -1.042808e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -10428136.000000 Penalty: 5584.534180
	Iteration 23Q: 3 clusters Score -1.042814e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75875 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10428143.000000 Penalty: 5584.534180
	Iteration 24Q: 3 clusters Score -1.042814e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -10428157.000000 Penalty: 5584.534180
	Iteration 25Q: 3 clusters Score -1.042816e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75982 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -10428200.000000 Penalty: 5584.534180
	Iteration 26Q: 3 clusters Score -1.04282e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76027 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -10428220.000000 Penalty: 5584.534180
	Iteration 27Q: 3 clusters Score -1.042822e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76074 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -10428249.000000 Penalty: 5584.534180
	Iteration 28Q: 3 clusters Score -1.042825e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -10428275.000000 Penalty: 5584.534180
	Iteration 29Q: 3 clusters Score -1.042828e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76165 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -10428296.000000 Penalty: 5584.534180
	Iteration 30Q: 3 clusters Score -1.04283e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76203 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -10428307.000000 Penalty: 5584.534180
	Iteration 31Q: 3 clusters Score -1.042831e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76237 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -10428313.000000 Penalty: 5584.534180
	Iteration 32Q: 3 clusters Score -1.042831e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76268 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -10428324.000000 Penalty: 5584.534180
	Iteration 33Q: 3 clusters Score -1.042832e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76291 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10428346.000000 Penalty: 5584.534180
	Iteration 34Q: 3 clusters Score -1.042835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76302 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -10428364.000000 Penalty: 5584.534180
	Iteration 35Q: 3 clusters Score -1.042836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76313 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10428365.000000 Penalty: 5584.534180
	Iteration 36Q: 3 clusters Score -1.042836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76320 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10428359.000000 Penalty: 5584.534180
	Iteration 37Q: 3 clusters Score -1.042836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -10428364.000000 Penalty: 5584.534180
	Iteration 38Q: 3 clusters Score -1.042836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76330 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -10428378.000000 Penalty: 5584.534180
	Iteration 39Q: 3 clusters Score -1.042838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76336 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -10428380.000000 Penalty: 5584.534180
	Iteration 40F: 3 clusters Score -1.042838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76344 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -10428378.000000 Penalty: 5584.534180
	Iteration 41Q: 3 clusters Score -1.042838e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -10428380.000000 Penalty: 5584.534180
	Iteration 42Q: 3 clusters Score -1.042838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76365 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -10428387.000000 Penalty: 5584.534180
	Iteration 43Q: 3 clusters Score -1.042839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76376 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -10428376.000000 Penalty: 5584.534180
	Iteration 44Q: 3 clusters Score -1.042838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76381 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -10428385.000000 Penalty: 5584.534180
	Iteration 45Q: 3 clusters Score -1.042838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76386 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -10428390.000000 Penalty: 5584.534180
	Iteration 46Q: 3 clusters Score -1.042839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10428392.000000 Penalty: 5584.534180
	Iteration 47Q: 3 clusters Score -1.042839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76402 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -10428393.000000 Penalty: 5584.534180
	Iteration 48Q: 3 clusters Score -1.042839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -10428398.000000 Penalty: 5584.534180
	Iteration 49Q: 3 clusters Score -1.04284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76416 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -10428391.000000 Penalty: 5584.534180
	Iteration 50Q: 3 clusters Score -1.042839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76417 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -10428405.000000 Penalty: 5584.534180
	Iteration 51Q: 3 clusters Score -1.04284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -10428407.000000 Penalty: 5584.534180
	Iteration 52Q: 3 clusters Score -1.042841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76421 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10428404.000000 Penalty: 5584.534180
	Iteration 53Q: 3 clusters Score -1.04284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -10428404.000000 Penalty: 5584.534180
	Iteration 54Q: 3 clusters Score -1.04284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76429 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -10428409.000000 Penalty: 5584.534180
	Iteration 55Q: 3 clusters Score -1.042841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76432 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10428421.000000 Penalty: 5584.534180
	Iteration 56Q: 3 clusters Score -1.042842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76433 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10428421.000000 Penalty: 5584.534180
	Iteration 57Q: 3 clusters Score -1.042842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -10428426.000000 Penalty: 5584.534180
	Iteration 58Q: 3 clusters Score -1.042843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -10428434.000000 Penalty: 5584.534180
	Iteration 59Q: 3 clusters Score -1.042843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76439 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -10428435.000000 Penalty: 5584.534180
	Iteration 60F: 3 clusters Score -1.042844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76444 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -10428429.000000 Penalty: 5584.534180
	Iteration 61Q: 3 clusters Score -1.042843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10428432.000000 Penalty: 5584.534180
	Iteration 62Q: 3 clusters Score -1.042843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76453 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10428435.000000 Penalty: 5584.534180
	Iteration 63Q: 3 clusters Score -1.042844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76458 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -10428436.000000 Penalty: 5584.534180
	Iteration 64Q: 3 clusters Score -1.042844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76465 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -10428431.000000 Penalty: 5584.534180
	Iteration 65Q: 3 clusters Score -1.042843e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76468 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10428434.000000 Penalty: 5584.534180
	Iteration 66Q: 3 clusters Score -1.042843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10428441.000000 Penalty: 5584.534180
	Iteration 67Q: 3 clusters Score -1.042844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76479 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -10428433.000000 Penalty: 5584.534180
	Iteration 68Q: 3 clusters Score -1.042843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76483 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -10428454.000000 Penalty: 5584.534180
	Iteration 69Q: 3 clusters Score -1.042845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10428450.000000 Penalty: 5584.534180
	Iteration 70Q: 3 clusters Score -1.042845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -10428455.000000 Penalty: 5584.534180
	Iteration 71Q: 3 clusters Score -1.042846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76491 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10428454.000000 Penalty: 5584.534180
	Iteration 72Q: 3 clusters Score -1.042845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76495 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -10428460.000000 Penalty: 5584.534180
	Iteration 73Q: 3 clusters Score -1.042846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10428464.000000 Penalty: 5584.534180
	Iteration 74Q: 3 clusters Score -1.042846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76496 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -10428464.000000 Penalty: 5584.534180
	Iteration 75F: 3 clusters Score -1.042846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (289252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289252 members 
Entering Unmasked Estep 
Score: -40359540.000000 Penalty: 3118.613281
	Iteration 0F: 2 clusters Score -4.035954e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145153 members 
Mstep: Class 2 contains 144099 members 
Entering Unmasked Estep 
Score: -40214428.000000 Penalty: 6237.226562
	Iteration 0F: 3 clusters Score -4.021443e+07 nChanged 139644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150803 members 
Mstep: Class 2 contains 138449 members 
Entering Unmasked Estep 
Score: -40298708.000000 Penalty: 6237.226562
	Iteration 1F: 3 clusters Score -4.029871e+07 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153178 members 
Mstep: Class 2 contains 136074 members 
Entering Unmasked Estep 
Score: -40301564.000000 Penalty: 6237.226562
	Iteration 2Q: 3 clusters Score -4.030156e+07 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156461 members 
Mstep: Class 2 contains 132791 members 
Entering Unmasked Estep 
Score: -40305968.000000 Penalty: 6237.226562
	Iteration 3Q: 3 clusters Score -4.030597e+07 nChanged 13574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161309 members 
Mstep: Class 2 contains 127943 members 
Entering Unmasked Estep 
Score: -40311968.000000 Penalty: 6237.226562
	Iteration 4Q: 3 clusters Score -4.031197e+07 nChanged 15658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168475 members 
Mstep: Class 2 contains 120777 members 
Entering Unmasked Estep 
Score: -40320684.000000 Penalty: 6237.226562
	Iteration 5F: 3 clusters Score -4.032068e+07 nChanged 16832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178251 members 
Mstep: Class 2 contains 111001 members 
Entering Unmasked Estep 
Score: -40330588.000000 Penalty: 6237.226562
	Iteration 6F: 3 clusters Score -4.033059e+07 nChanged 17077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190570 members 
Mstep: Class 2 contains 98682 members 
Entering Unmasked Estep 
Score: -40341648.000000 Penalty: 6237.226562
	Iteration 7F: 3 clusters Score -4.034165e+07 nChanged 16459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204645 members 
Mstep: Class 2 contains 84607 members 
Entering Unmasked Estep 
Score: -40351724.000000 Penalty: 6237.226562
	Iteration 8F: 3 clusters Score -4.035172e+07 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219584 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -40361060.000000 Penalty: 6237.226562
	Iteration 9F: 3 clusters Score -4.036106e+07 nChanged 15121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234477 members 
Mstep: Class 2 contains 54775 members 
Entering Unmasked Estep 
Score: -40368984.000000 Penalty: 6237.226562
	Iteration 10F: 3 clusters Score -4.036898e+07 nChanged 13450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247889 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -40374280.000000 Penalty: 6237.226562
	Iteration 11Q: 3 clusters Score -4.037428e+07 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258114 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -40374468.000000 Penalty: 6237.226562
	Iteration 12Q: 3 clusters Score -4.037447e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265564 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -40372980.000000 Penalty: 6237.226562
	Iteration 13Q: 3 clusters Score -4.037298e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270757 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -40370640.000000 Penalty: 6237.226562
	Iteration 14Q: 3 clusters Score -4.037064e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274334 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -40368764.000000 Penalty: 6237.226562
	Iteration 15Q: 3 clusters Score -4.036876e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276893 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -40367516.000000 Penalty: 6237.226562
	Iteration 16Q: 3 clusters Score -4.036752e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278684 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -40366324.000000 Penalty: 6237.226562
	Iteration 17Q: 3 clusters Score -4.036632e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279981 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -40365260.000000 Penalty: 6237.226562
	Iteration 18Q: 3 clusters Score -4.036526e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280935 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -40364540.000000 Penalty: 6237.226562
	Iteration 19Q: 3 clusters Score -4.036454e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281675 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -40363868.000000 Penalty: 6237.226562
	Iteration 20F: 3 clusters Score -4.036387e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282264 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -40363404.000000 Penalty: 6237.226562
	Iteration 21Q: 3 clusters Score -4.03634e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282737 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -40363096.000000 Penalty: 6237.226562
	Iteration 22Q: 3 clusters Score -4.03631e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283092 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -40362792.000000 Penalty: 6237.226562
	Iteration 23Q: 3 clusters Score -4.036279e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283427 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -40362548.000000 Penalty: 6237.226562
	Iteration 24Q: 3 clusters Score -4.036255e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283694 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -40362240.000000 Penalty: 6237.226562
	Iteration 25Q: 3 clusters Score -4.036224e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283901 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -40362176.000000 Penalty: 6237.226562
	Iteration 26Q: 3 clusters Score -4.036218e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284074 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -40362088.000000 Penalty: 6237.226562
	Iteration 27Q: 3 clusters Score -4.036209e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284209 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -40362048.000000 Penalty: 6237.226562
	Iteration 28Q: 3 clusters Score -4.036205e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284342 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -40361960.000000 Penalty: 6237.226562
	Iteration 29Q: 3 clusters Score -4.036196e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284458 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -40361812.000000 Penalty: 6237.226562
	Iteration 30Q: 3 clusters Score -4.036181e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284523 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -40361720.000000 Penalty: 6237.226562
	Iteration 31Q: 3 clusters Score -4.036172e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284581 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -40361660.000000 Penalty: 6237.226562
	Iteration 32Q: 3 clusters Score -4.036166e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284632 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -40361620.000000 Penalty: 6237.226562
	Iteration 33Q: 3 clusters Score -4.036162e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284680 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -40361564.000000 Penalty: 6237.226562
	Iteration 34Q: 3 clusters Score -4.036156e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284726 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -40361512.000000 Penalty: 6237.226562
	Iteration 35Q: 3 clusters Score -4.036151e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284768 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -40361484.000000 Penalty: 6237.226562
	Iteration 36Q: 3 clusters Score -4.036148e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284804 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -40361464.000000 Penalty: 6237.226562
	Iteration 37Q: 3 clusters Score -4.036146e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284832 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -40361436.000000 Penalty: 6237.226562
	Iteration 38Q: 3 clusters Score -4.036144e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284860 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -40361448.000000 Penalty: 6237.226562
	Iteration 39Q: 3 clusters Score -4.036145e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284888 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -40361428.000000 Penalty: 6237.226562
	Iteration 40F: 3 clusters Score -4.036143e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284909 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -40361376.000000 Penalty: 6237.226562
	Iteration 41Q: 3 clusters Score -4.036138e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284927 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -40361364.000000 Penalty: 6237.226562
	Iteration 42Q: 3 clusters Score -4.036136e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284945 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -40361352.000000 Penalty: 6237.226562
	Iteration 43Q: 3 clusters Score -4.036135e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284969 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -40361332.000000 Penalty: 6237.226562
	Iteration 44Q: 3 clusters Score -4.036133e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284988 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -40361292.000000 Penalty: 6237.226562
	Iteration 45Q: 3 clusters Score -4.036129e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285004 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -40361280.000000 Penalty: 6237.226562
	Iteration 46Q: 3 clusters Score -4.036128e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285024 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -40361296.000000 Penalty: 6237.226562
	Iteration 47Q: 3 clusters Score -4.03613e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285040 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -40361280.000000 Penalty: 6237.226562
	Iteration 48Q: 3 clusters Score -4.036128e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285061 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -40361292.000000 Penalty: 6237.226562
	Iteration 49Q: 3 clusters Score -4.036129e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285085 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -40361256.000000 Penalty: 6237.226562
	Iteration 50Q: 3 clusters Score -4.036126e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285108 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -40361212.000000 Penalty: 6237.226562
	Iteration 51Q: 3 clusters Score -4.036121e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285122 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -40361248.000000 Penalty: 6237.226562
	Iteration 52Q: 3 clusters Score -4.036125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285135 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -40361240.000000 Penalty: 6237.226562
	Iteration 53Q: 3 clusters Score -4.036124e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285151 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -40361220.000000 Penalty: 6237.226562
	Iteration 54Q: 3 clusters Score -4.036122e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285166 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -40361224.000000 Penalty: 6237.226562
	Iteration 55Q: 3 clusters Score -4.036122e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285175 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -40361216.000000 Penalty: 6237.226562
	Iteration 56Q: 3 clusters Score -4.036122e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285196 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -40361212.000000 Penalty: 6237.226562
	Iteration 57Q: 3 clusters Score -4.036121e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285210 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -40361212.000000 Penalty: 6237.226562
	Iteration 58Q: 3 clusters Score -4.036121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285221 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -40361192.000000 Penalty: 6237.226562
	Iteration 59Q: 3 clusters Score -4.036119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285230 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -40361148.000000 Penalty: 6237.226562
	Iteration 60F: 3 clusters Score -4.036115e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285236 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -40361148.000000 Penalty: 6237.226562
	Iteration 61Q: 3 clusters Score -4.036115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285244 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -40361120.000000 Penalty: 6237.226562
	Iteration 62Q: 3 clusters Score -4.036112e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285258 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -40361084.000000 Penalty: 6237.226562
	Iteration 63Q: 3 clusters Score -4.036108e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285266 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -40361076.000000 Penalty: 6237.226562
	Iteration 64Q: 3 clusters Score -4.036108e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285275 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -40361068.000000 Penalty: 6237.226562
	Iteration 65Q: 3 clusters Score -4.036107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285291 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -40361076.000000 Penalty: 6237.226562
	Iteration 66Q: 3 clusters Score -4.036108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285295 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -40361076.000000 Penalty: 6237.226562
	Iteration 67Q: 3 clusters Score -4.036108e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285310 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -40361040.000000 Penalty: 6237.226562
	Iteration 68Q: 3 clusters Score -4.036104e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285329 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -40361016.000000 Penalty: 6237.226562
	Iteration 69Q: 3 clusters Score -4.036102e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285341 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -40361032.000000 Penalty: 6237.226562
	Iteration 70Q: 3 clusters Score -4.036103e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285346 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -40361020.000000 Penalty: 6237.226562
	Iteration 71Q: 3 clusters Score -4.036102e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285350 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -40361008.000000 Penalty: 6237.226562
	Iteration 72Q: 3 clusters Score -4.036101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285356 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -40360972.000000 Penalty: 6237.226562
	Iteration 73Q: 3 clusters Score -4.036097e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285359 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -40360976.000000 Penalty: 6237.226562
	Iteration 74Q: 3 clusters Score -4.036098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285360 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -40360996.000000 Penalty: 6237.226562
	Iteration 75Q: 3 clusters Score -4.0361e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285366 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -40361016.000000 Penalty: 6237.226562
	Iteration 76Q: 3 clusters Score -4.036102e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285368 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -40360996.000000 Penalty: 6237.226562
	Iteration 77Q: 3 clusters Score -4.0361e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285370 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -40360992.000000 Penalty: 6237.226562
	Iteration 78Q: 3 clusters Score -4.036099e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285372 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -40360992.000000 Penalty: 6237.226562
	Iteration 79Q: 3 clusters Score -4.036099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285375 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -40361008.000000 Penalty: 6237.226562
	Iteration 80F: 3 clusters Score -4.036101e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285376 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -40361016.000000 Penalty: 6237.226562
	Iteration 81Q: 3 clusters Score -4.036102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285376 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -40361016.000000 Penalty: 6237.226562
	Iteration 82F: 3 clusters Score -4.036102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 174129 members 
Mstep: Class 3 contains 35266 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 54117 members 
Mstep: Class 7 contains 73096 members 
Mstep: Class 8 contains 77586 members 
Mstep: Class 9 contains 285376 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15524 members 
Mstep: Class 13 contains 42206 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 20655 members 
Mstep: Class 17 contains 7523 members 
Mstep: Class 18 contains 20483 members 
Mstep: Class 19 contains 9650 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 20022 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 3876 members 
Entering Unmasked Estep 
Score: -122210656.000000 Penalty: 91853.718750
Splitting cluster 9 changes total score from -122209544.000000 to -122210656.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (29198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Entering Unmasked Estep 
Score: -3939281.500000 Penalty: 2549.900146
	Iteration 0F: 2 clusters Score -3939282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3919140.000000 Penalty: 5099.800293
	Iteration 0F: 3 clusters Score -3919140 nChanged 13292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -3926249.000000 Penalty: 5099.800293
	Iteration 1F: 3 clusters Score -3926249 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3926627.500000 Penalty: 5099.800293
	Iteration 2Q: 3 clusters Score -3926628 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -3926998.500000 Penalty: 5099.800293
	Iteration 3Q: 3 clusters Score -3926998 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -3927362.000000 Penalty: 5099.800293
	Iteration 4Q: 3 clusters Score -3927362 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -3927698.500000 Penalty: 5099.800293
	Iteration 5Q: 3 clusters Score -3927698 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3928049.250000 Penalty: 5099.800293
	Iteration 6Q: 3 clusters Score -3928049 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3928443.250000 Penalty: 5099.800293
	Iteration 7Q: 3 clusters Score -3928443 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -3928889.000000 Penalty: 5099.800293
	Iteration 8Q: 3 clusters Score -3928889 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3929401.000000 Penalty: 5099.800293
	Iteration 9Q: 3 clusters Score -3929401 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -3930014.250000 Penalty: 5099.800293
	Iteration 10Q: 3 clusters Score -3930014 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -3930676.250000 Penalty: 5099.800293
	Iteration 11Q: 3 clusters Score -3930676 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3931375.250000 Penalty: 5099.800293
	Iteration 12Q: 3 clusters Score -3931375 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -3932132.750000 Penalty: 5099.800293
	Iteration 13Q: 3 clusters Score -3932133 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -3932860.500000 Penalty: 5099.800293
	Iteration 14Q: 3 clusters Score -3932860 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -3933523.000000 Penalty: 5099.800293
	Iteration 15Q: 3 clusters Score -3933523 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3934091.250000 Penalty: 5099.800293
	Iteration 16Q: 3 clusters Score -3934091 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3934638.750000 Penalty: 5099.800293
	Iteration 17Q: 3 clusters Score -3934639 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -3935130.750000 Penalty: 5099.800293
	Iteration 18Q: 3 clusters Score -3935131 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -3935533.250000 Penalty: 5099.800293
	Iteration 19Q: 3 clusters Score -3935533 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3935875.750000 Penalty: 5099.800293
	Iteration 20F: 3 clusters Score -3935876 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3936131.000000 Penalty: 5099.800293
	Iteration 21Q: 3 clusters Score -3936131 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3936323.500000 Penalty: 5099.800293
	Iteration 22Q: 3 clusters Score -3936324 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -3936497.000000 Penalty: 5099.800293
	Iteration 23Q: 3 clusters Score -3936497 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3936631.250000 Penalty: 5099.800293
	Iteration 24Q: 3 clusters Score -3936631 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -3936739.000000 Penalty: 5099.800293
	Iteration 25Q: 3 clusters Score -3936739 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3936814.250000 Penalty: 5099.800293
	Iteration 26Q: 3 clusters Score -3936814 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3936888.750000 Penalty: 5099.800293
	Iteration 27Q: 3 clusters Score -3936889 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3936957.750000 Penalty: 5099.800293
	Iteration 28Q: 3 clusters Score -3936958 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3937017.500000 Penalty: 5099.800293
	Iteration 29Q: 3 clusters Score -3937018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3937049.000000 Penalty: 5099.800293
	Iteration 30Q: 3 clusters Score -3937049 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3937079.500000 Penalty: 5099.800293
	Iteration 31Q: 3 clusters Score -3937080 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3937107.250000 Penalty: 5099.800293
	Iteration 32Q: 3 clusters Score -3937107 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3937134.750000 Penalty: 5099.800293
	Iteration 33Q: 3 clusters Score -3937135 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3937154.250000 Penalty: 5099.800293
	Iteration 34Q: 3 clusters Score -3937154 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3937179.500000 Penalty: 5099.800293
	Iteration 35Q: 3 clusters Score -3937180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3937199.500000 Penalty: 5099.800293
	Iteration 36Q: 3 clusters Score -3937200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3937216.250000 Penalty: 5099.800293
	Iteration 37Q: 3 clusters Score -3937216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3937222.500000 Penalty: 5099.800293
	Iteration 38Q: 3 clusters Score -3937222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3937235.500000 Penalty: 5099.800293
	Iteration 39Q: 3 clusters Score -3937236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3937233.250000 Penalty: 5099.800293
	Iteration 40F: 3 clusters Score -3937233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3937244.250000 Penalty: 5099.800293
	Iteration 41Q: 3 clusters Score -3937244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3937244.250000 Penalty: 5099.800293
	Iteration 42Q: 3 clusters Score -3937244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -3937244.750000 Penalty: 5099.800293
	Iteration 43Q: 3 clusters Score -3937245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3937253.000000 Penalty: 5099.800293
	Iteration 44Q: 3 clusters Score -3937253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3937252.500000 Penalty: 5099.800293
	Iteration 45Q: 3 clusters Score -3937252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3937255.750000 Penalty: 5099.800293
	Iteration 46Q: 3 clusters Score -3937256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3937258.500000 Penalty: 5099.800293
	Iteration 47Q: 3 clusters Score -3937258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -3937265.000000 Penalty: 5099.800293
	Iteration 48Q: 3 clusters Score -3937265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3937270.250000 Penalty: 5099.800293
	Iteration 49Q: 3 clusters Score -3937270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3937270.750000 Penalty: 5099.800293
	Iteration 50Q: 3 clusters Score -3937271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -3937268.000000 Penalty: 5099.800293
	Iteration 51Q: 3 clusters Score -3937268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3937266.750000 Penalty: 5099.800293
	Iteration 52Q: 3 clusters Score -3937267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3937268.500000 Penalty: 5099.800293
	Iteration 53Q: 3 clusters Score -3937268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3937267.250000 Penalty: 5099.800293
	Iteration 54Q: 3 clusters Score -3937267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3937266.500000 Penalty: 5099.800293
	Iteration 55Q: 3 clusters Score -3937266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3937269.500000 Penalty: 5099.800293
	Iteration 56Q: 3 clusters Score -3937270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3937270.750000 Penalty: 5099.800293
	Iteration 57Q: 3 clusters Score -3937271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28140 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3937270.500000 Penalty: 5099.800293
	Iteration 58Q: 3 clusters Score -3937270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3937275.250000 Penalty: 5099.800293
	Iteration 59Q: 3 clusters Score -3937275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3937276.750000 Penalty: 5099.800293
	Iteration 60F: 3 clusters Score -3937277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -3937279.000000 Penalty: 5099.800293
	Iteration 61Q: 3 clusters Score -3937279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3937276.750000 Penalty: 5099.800293
	Iteration 62Q: 3 clusters Score -3937277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3937276.750000 Penalty: 5099.800293
	Iteration 63F: 3 clusters Score -3937277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -31431.923828 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -31431.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30232.503906 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -30232.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30383.027344 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -30383.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30436.539062 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -30436.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30485.982422 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -30485.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30525.785156 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -30525.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -30547.107422 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -30547.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30559.365234 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -30559.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30583.500000 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -30583.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30632.908203 Penalty: 2776.817383
	Iteration 8Q: 3 clusters Score -30632.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30650.861328 Penalty: 2776.817383
	Iteration 9Q: 3 clusters Score -30650.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30653.476562 Penalty: 2776.817383
	Iteration 10Q: 3 clusters Score -30653.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30653.476562 Penalty: 2776.817383
	Iteration 11F: 3 clusters Score -30653.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Entering Unmasked Estep 
Score: -2173765.500000 Penalty: 2393.235352
	Iteration 0F: 2 clusters Score -2173766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2162518.250000 Penalty: 4786.470703
	Iteration 0F: 3 clusters Score -2162518 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2166061.750000 Penalty: 4786.470703
	Iteration 1F: 3 clusters Score -2166062 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2166403.000000 Penalty: 4786.470703
	Iteration 2F: 3 clusters Score -2166403 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2166672.000000 Penalty: 4786.470703
	Iteration 3Q: 3 clusters Score -2166672 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2166881.250000 Penalty: 4786.470703
	Iteration 4Q: 3 clusters Score -2166881 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2167047.000000 Penalty: 4786.470703
	Iteration 5Q: 3 clusters Score -2167047 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2167218.500000 Penalty: 4786.470703
	Iteration 6Q: 3 clusters Score -2167218 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2167405.500000 Penalty: 4786.470703
	Iteration 7Q: 3 clusters Score -2167406 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2167588.000000 Penalty: 4786.470703
	Iteration 8Q: 3 clusters Score -2167588 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -2167834.500000 Penalty: 4786.470703
	Iteration 9Q: 3 clusters Score -2167834 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -2168117.250000 Penalty: 4786.470703
	Iteration 10Q: 3 clusters Score -2168117 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2168421.500000 Penalty: 4786.470703
	Iteration 11Q: 3 clusters Score -2168422 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2168805.750000 Penalty: 4786.470703
	Iteration 12Q: 3 clusters Score -2168806 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2169282.000000 Penalty: 4786.470703
	Iteration 13Q: 3 clusters Score -2169282 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2169803.250000 Penalty: 4786.470703
	Iteration 14Q: 3 clusters Score -2169803 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -2170328.000000 Penalty: 4786.470703
	Iteration 15Q: 3 clusters Score -2170328 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2170699.500000 Penalty: 4786.470703
	Iteration 16Q: 3 clusters Score -2170700 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2170932.750000 Penalty: 4786.470703
	Iteration 17Q: 3 clusters Score -2170933 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2171092.000000 Penalty: 4786.470703
	Iteration 18Q: 3 clusters Score -2171092 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2171191.500000 Penalty: 4786.470703
	Iteration 19Q: 3 clusters Score -2171192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2171269.250000 Penalty: 4786.470703
	Iteration 20F: 3 clusters Score -2171269 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2171327.250000 Penalty: 4786.470703
	Iteration 21Q: 3 clusters Score -2171327 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2171365.750000 Penalty: 4786.470703
	Iteration 22Q: 3 clusters Score -2171366 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2171394.750000 Penalty: 4786.470703
	Iteration 23Q: 3 clusters Score -2171395 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2171414.250000 Penalty: 4786.470703
	Iteration 24Q: 3 clusters Score -2171414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2171440.500000 Penalty: 4786.470703
	Iteration 25Q: 3 clusters Score -2171440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2171457.750000 Penalty: 4786.470703
	Iteration 26Q: 3 clusters Score -2171458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2171473.500000 Penalty: 4786.470703
	Iteration 27Q: 3 clusters Score -2171474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2171483.750000 Penalty: 4786.470703
	Iteration 28Q: 3 clusters Score -2171484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2171493.500000 Penalty: 4786.470703
	Iteration 29Q: 3 clusters Score -2171494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2171500.750000 Penalty: 4786.470703
	Iteration 30Q: 3 clusters Score -2171501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2171505.000000 Penalty: 4786.470703
	Iteration 31Q: 3 clusters Score -2171505 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2171516.000000 Penalty: 4786.470703
	Iteration 32Q: 3 clusters Score -2171516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2171517.250000 Penalty: 4786.470703
	Iteration 33Q: 3 clusters Score -2171517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2171524.500000 Penalty: 4786.470703
	Iteration 34Q: 3 clusters Score -2171524 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2171534.750000 Penalty: 4786.470703
	Iteration 35Q: 3 clusters Score -2171535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2171542.250000 Penalty: 4786.470703
	Iteration 36Q: 3 clusters Score -2171542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2171547.750000 Penalty: 4786.470703
	Iteration 37Q: 3 clusters Score -2171548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2171553.000000 Penalty: 4786.470703
	Iteration 38Q: 3 clusters Score -2171553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2171553.500000 Penalty: 4786.470703
	Iteration 39Q: 3 clusters Score -2171554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2171558.750000 Penalty: 4786.470703
	Iteration 40F: 3 clusters Score -2171559 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2171558.500000 Penalty: 4786.470703
	Iteration 41Q: 3 clusters Score -2171558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2171559.000000 Penalty: 4786.470703
	Iteration 42Q: 3 clusters Score -2171559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2171561.250000 Penalty: 4786.470703
	Iteration 43Q: 3 clusters Score -2171561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2171563.250000 Penalty: 4786.470703
	Iteration 44Q: 3 clusters Score -2171563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2171566.750000 Penalty: 4786.470703
	Iteration 45Q: 3 clusters Score -2171567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2171570.000000 Penalty: 4786.470703
	Iteration 46Q: 3 clusters Score -2171570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2171568.250000 Penalty: 4786.470703
	Iteration 47Q: 3 clusters Score -2171568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2171573.250000 Penalty: 4786.470703
	Iteration 48Q: 3 clusters Score -2171573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2171576.000000 Penalty: 4786.470703
	Iteration 49Q: 3 clusters Score -2171576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2171575.750000 Penalty: 4786.470703
	Iteration 50Q: 3 clusters Score -2171576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2171576.000000 Penalty: 4786.470703
	Iteration 51Q: 3 clusters Score -2171576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2171581.250000 Penalty: 4786.470703
	Iteration 52Q: 3 clusters Score -2171581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2171582.750000 Penalty: 4786.470703
	Iteration 53Q: 3 clusters Score -2171583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2171583.500000 Penalty: 4786.470703
	Iteration 54Q: 3 clusters Score -2171584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2171583.500000 Penalty: 4786.470703
	Iteration 55Q: 3 clusters Score -2171584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2171584.250000 Penalty: 4786.470703
	Iteration 56Q: 3 clusters Score -2171584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2171585.500000 Penalty: 4786.470703
	Iteration 57Q: 3 clusters Score -2171586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2171586.250000 Penalty: 4786.470703
	Iteration 58Q: 3 clusters Score -2171586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2171586.250000 Penalty: 4786.470703
	Iteration 59Q: 3 clusters Score -2171586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2171586.250000 Penalty: 4786.470703
	Iteration 60F: 3 clusters Score -2171586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2171587.500000 Penalty: 4786.470703
	Iteration 61Q: 3 clusters Score -2171588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2171586.750000 Penalty: 4786.470703
	Iteration 62Q: 3 clusters Score -2171587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2171587.000000 Penalty: 4786.470703
	Iteration 63Q: 3 clusters Score -2171587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2171589.000000 Penalty: 4786.470703
	Iteration 64Q: 3 clusters Score -2171589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2171591.500000 Penalty: 4786.470703
	Iteration 65Q: 3 clusters Score -2171592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2171593.250000 Penalty: 4786.470703
	Iteration 66Q: 3 clusters Score -2171593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2171595.000000 Penalty: 4786.470703
	Iteration 67Q: 3 clusters Score -2171595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13792 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2171597.250000 Penalty: 4786.470703
	Iteration 68Q: 3 clusters Score -2171597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2171597.250000 Penalty: 4786.470703
	Iteration 69Q: 3 clusters Score -2171597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2171595.000000 Penalty: 4786.470703
	Iteration 70Q: 3 clusters Score -2171595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -2171594.750000 Penalty: 4786.470703
	Iteration 71Q: 3 clusters Score -2171595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2171593.250000 Penalty: 4786.470703
	Iteration 72Q: 3 clusters Score -2171593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2171593.250000 Penalty: 4786.470703
	Iteration 73Q: 3 clusters Score -2171593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2171592.000000 Penalty: 4786.470703
	Iteration 74Q: 3 clusters Score -2171592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2171595.000000 Penalty: 4786.470703
	Iteration 75Q: 3 clusters Score -2171595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2171595.000000 Penalty: 4786.470703
	Iteration 76F: 3 clusters Score -2171595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Entering Unmasked Estep 
Score: -5646629.000000 Penalty: 2641.278809
	Iteration 0F: 2 clusters Score -5646629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5617884.500000 Penalty: 5282.557617
	Iteration 0F: 3 clusters Score -5617884 nChanged 19561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -5629074.000000 Penalty: 5282.557617
	Iteration 1F: 3 clusters Score -5629074 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -5629978.500000 Penalty: 5282.557617
	Iteration 2Q: 3 clusters Score -5629978 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5631007.000000 Penalty: 5282.557617
	Iteration 3F: 3 clusters Score -5631007 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -5632496.000000 Penalty: 5282.557617
	Iteration 4F: 3 clusters Score -5632496 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -5634291.500000 Penalty: 5282.557617
	Iteration 5F: 3 clusters Score -5634292 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -5636182.000000 Penalty: 5282.557617
	Iteration 6F: 3 clusters Score -5636182 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 28877 members 
Entering Unmasked Estep 
Score: -5637951.500000 Penalty: 5282.557617
	Iteration 7F: 3 clusters Score -5637952 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -5639393.500000 Penalty: 5282.557617
	Iteration 8F: 3 clusters Score -5639394 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 32184 members 
Entering Unmasked Estep 
Score: -5640604.500000 Penalty: 5282.557617
	Iteration 9Q: 3 clusters Score -5640604 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -5641813.500000 Penalty: 5282.557617
	Iteration 10Q: 3 clusters Score -5641814 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -5642932.500000 Penalty: 5282.557617
	Iteration 11Q: 3 clusters Score -5642932 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -5643748.000000 Penalty: 5282.557617
	Iteration 12Q: 3 clusters Score -5643748 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -5644355.000000 Penalty: 5282.557617
	Iteration 13Q: 3 clusters Score -5644355 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -5644789.000000 Penalty: 5282.557617
	Iteration 14Q: 3 clusters Score -5644789 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -5645189.000000 Penalty: 5282.557617
	Iteration 15Q: 3 clusters Score -5645189 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -5645471.000000 Penalty: 5282.557617
	Iteration 16Q: 3 clusters Score -5645471 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 37908 members 
Entering Unmasked Estep 
Score: -5645655.000000 Penalty: 5282.557617
	Iteration 17Q: 3 clusters Score -5645655 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -5645766.000000 Penalty: 5282.557617
	Iteration 18Q: 3 clusters Score -5645766 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -5645830.000000 Penalty: 5282.557617
	Iteration 19Q: 3 clusters Score -5645830 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -5645868.500000 Penalty: 5282.557617
	Iteration 20F: 3 clusters Score -5645868 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -5645899.000000 Penalty: 5282.557617
	Iteration 21Q: 3 clusters Score -5645899 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -5645925.500000 Penalty: 5282.557617
	Iteration 22Q: 3 clusters Score -5645926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -5645942.500000 Penalty: 5282.557617
	Iteration 23Q: 3 clusters Score -5645942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -5645962.000000 Penalty: 5282.557617
	Iteration 24Q: 3 clusters Score -5645962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -5645962.500000 Penalty: 5282.557617
	Iteration 25Q: 3 clusters Score -5645962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -5645969.000000 Penalty: 5282.557617
	Iteration 26Q: 3 clusters Score -5645969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -5645975.000000 Penalty: 5282.557617
	Iteration 27Q: 3 clusters Score -5645975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -5645975.000000 Penalty: 5282.557617
	Iteration 28Q: 3 clusters Score -5645975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -5645984.000000 Penalty: 5282.557617
	Iteration 29Q: 3 clusters Score -5645984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -5645990.500000 Penalty: 5282.557617
	Iteration 30Q: 3 clusters Score -5645990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -5645988.500000 Penalty: 5282.557617
	Iteration 31Q: 3 clusters Score -5645988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -5645986.000000 Penalty: 5282.557617
	Iteration 32Q: 3 clusters Score -5645986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -5645987.500000 Penalty: 5282.557617
	Iteration 33Q: 3 clusters Score -5645988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -5645988.000000 Penalty: 5282.557617
	Iteration 34Q: 3 clusters Score -5645988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -5645990.000000 Penalty: 5282.557617
	Iteration 35Q: 3 clusters Score -5645990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -5645987.500000 Penalty: 5282.557617
	Iteration 36Q: 3 clusters Score -5645988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -5645987.500000 Penalty: 5282.557617
	Iteration 37Q: 3 clusters Score -5645988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -5645983.500000 Penalty: 5282.557617
	Iteration 38Q: 3 clusters Score -5645984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -5645979.000000 Penalty: 5282.557617
	Iteration 39Q: 3 clusters Score -5645979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 38868 members 
Entering Unmasked Estep 
Score: -5645985.500000 Penalty: 5282.557617
	Iteration 40F: 3 clusters Score -5645986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -5645983.500000 Penalty: 5282.557617
	Iteration 41Q: 3 clusters Score -5645984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -5645972.000000 Penalty: 5282.557617
	Iteration 42Q: 3 clusters Score -5645972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -5645973.500000 Penalty: 5282.557617
	Iteration 43Q: 3 clusters Score -5645974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -5645979.500000 Penalty: 5282.557617
	Iteration 44Q: 3 clusters Score -5645980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -5645978.000000 Penalty: 5282.557617
	Iteration 45Q: 3 clusters Score -5645978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -5645985.000000 Penalty: 5282.557617
	Iteration 46Q: 3 clusters Score -5645985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -5645982.000000 Penalty: 5282.557617
	Iteration 47Q: 3 clusters Score -5645982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -5645982.500000 Penalty: 5282.557617
	Iteration 48Q: 3 clusters Score -5645982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -5645981.000000 Penalty: 5282.557617
	Iteration 49Q: 3 clusters Score -5645981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -5645981.500000 Penalty: 5282.557617
	Iteration 50Q: 3 clusters Score -5645982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -5645981.500000 Penalty: 5282.557617
	Iteration 51F: 3 clusters Score -5645982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Entering Unmasked Estep 
Score: -1521547.875000 Penalty: 2332.868652
	Iteration 0F: 2 clusters Score -1521548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1512505.875000 Penalty: 4665.737305
	Iteration 0F: 3 clusters Score -1512506 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1515307.250000 Penalty: 4665.737305
	Iteration 1F: 3 clusters Score -1515307 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1515771.000000 Penalty: 4665.737305
	Iteration 2F: 3 clusters Score -1515771 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1516137.875000 Penalty: 4665.737305
	Iteration 3F: 3 clusters Score -1516138 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1516449.625000 Penalty: 4665.737305
	Iteration 4Q: 3 clusters Score -1516450 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1516714.000000 Penalty: 4665.737305
	Iteration 5Q: 3 clusters Score -1516714 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1516946.500000 Penalty: 4665.737305
	Iteration 6Q: 3 clusters Score -1516946 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1517156.750000 Penalty: 4665.737305
	Iteration 7Q: 3 clusters Score -1517157 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1517355.375000 Penalty: 4665.737305
	Iteration 8Q: 3 clusters Score -1517355 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1517544.875000 Penalty: 4665.737305
	Iteration 9Q: 3 clusters Score -1517545 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1517738.375000 Penalty: 4665.737305
	Iteration 10Q: 3 clusters Score -1517738 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1517889.500000 Penalty: 4665.737305
	Iteration 11Q: 3 clusters Score -1517890 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1518023.125000 Penalty: 4665.737305
	Iteration 12Q: 3 clusters Score -1518023 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1518154.875000 Penalty: 4665.737305
	Iteration 13Q: 3 clusters Score -1518155 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1518283.125000 Penalty: 4665.737305
	Iteration 14Q: 3 clusters Score -1518283 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1518384.875000 Penalty: 4665.737305
	Iteration 15Q: 3 clusters Score -1518385 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1518484.250000 Penalty: 4665.737305
	Iteration 16Q: 3 clusters Score -1518484 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1518568.000000 Penalty: 4665.737305
	Iteration 17Q: 3 clusters Score -1518568 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1518638.500000 Penalty: 4665.737305
	Iteration 18Q: 3 clusters Score -1518638 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1518712.375000 Penalty: 4665.737305
	Iteration 19Q: 3 clusters Score -1518712 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1518775.375000 Penalty: 4665.737305
	Iteration 20F: 3 clusters Score -1518775 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1518826.500000 Penalty: 4665.737305
	Iteration 21Q: 3 clusters Score -1518826 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1518866.875000 Penalty: 4665.737305
	Iteration 22Q: 3 clusters Score -1518867 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1518908.625000 Penalty: 4665.737305
	Iteration 23Q: 3 clusters Score -1518909 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1518937.750000 Penalty: 4665.737305
	Iteration 24Q: 3 clusters Score -1518938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1518966.000000 Penalty: 4665.737305
	Iteration 25Q: 3 clusters Score -1518966 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1518988.375000 Penalty: 4665.737305
	Iteration 26Q: 3 clusters Score -1518988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1519010.250000 Penalty: 4665.737305
	Iteration 27Q: 3 clusters Score -1519010 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1519040.250000 Penalty: 4665.737305
	Iteration 28Q: 3 clusters Score -1519040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1519054.500000 Penalty: 4665.737305
	Iteration 29Q: 3 clusters Score -1519054 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1519075.375000 Penalty: 4665.737305
	Iteration 30Q: 3 clusters Score -1519075 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1519089.500000 Penalty: 4665.737305
	Iteration 31Q: 3 clusters Score -1519090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1519114.750000 Penalty: 4665.737305
	Iteration 32Q: 3 clusters Score -1519115 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1519134.625000 Penalty: 4665.737305
	Iteration 33Q: 3 clusters Score -1519135 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1519157.750000 Penalty: 4665.737305
	Iteration 34Q: 3 clusters Score -1519158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1519178.750000 Penalty: 4665.737305
	Iteration 35Q: 3 clusters Score -1519179 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1519188.375000 Penalty: 4665.737305
	Iteration 36Q: 3 clusters Score -1519188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1519211.375000 Penalty: 4665.737305
	Iteration 37Q: 3 clusters Score -1519211 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1519218.000000 Penalty: 4665.737305
	Iteration 38Q: 3 clusters Score -1519218 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1519231.875000 Penalty: 4665.737305
	Iteration 39Q: 3 clusters Score -1519232 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1519239.000000 Penalty: 4665.737305
	Iteration 40F: 3 clusters Score -1519239 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1519253.000000 Penalty: 4665.737305
	Iteration 41Q: 3 clusters Score -1519253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1519262.250000 Penalty: 4665.737305
	Iteration 42Q: 3 clusters Score -1519262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1519272.125000 Penalty: 4665.737305
	Iteration 43Q: 3 clusters Score -1519272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1519279.250000 Penalty: 4665.737305
	Iteration 44Q: 3 clusters Score -1519279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1519284.500000 Penalty: 4665.737305
	Iteration 45Q: 3 clusters Score -1519284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1519292.500000 Penalty: 4665.737305
	Iteration 46Q: 3 clusters Score -1519292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1519298.625000 Penalty: 4665.737305
	Iteration 47Q: 3 clusters Score -1519299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1519300.750000 Penalty: 4665.737305
	Iteration 48Q: 3 clusters Score -1519301 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1519303.125000 Penalty: 4665.737305
	Iteration 49Q: 3 clusters Score -1519303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1519307.125000 Penalty: 4665.737305
	Iteration 50Q: 3 clusters Score -1519307 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1519318.750000 Penalty: 4665.737305
	Iteration 51Q: 3 clusters Score -1519319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1519318.375000 Penalty: 4665.737305
	Iteration 52Q: 3 clusters Score -1519318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1519327.375000 Penalty: 4665.737305
	Iteration 53Q: 3 clusters Score -1519327 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1519332.250000 Penalty: 4665.737305
	Iteration 54Q: 3 clusters Score -1519332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1519336.375000 Penalty: 4665.737305
	Iteration 55Q: 3 clusters Score -1519336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1519342.750000 Penalty: 4665.737305
	Iteration 56Q: 3 clusters Score -1519343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1519341.625000 Penalty: 4665.737305
	Iteration 57Q: 3 clusters Score -1519342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1519348.500000 Penalty: 4665.737305
	Iteration 58Q: 3 clusters Score -1519348 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1519350.875000 Penalty: 4665.737305
	Iteration 59Q: 3 clusters Score -1519351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1519355.625000 Penalty: 4665.737305
	Iteration 60F: 3 clusters Score -1519356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1519362.750000 Penalty: 4665.737305
	Iteration 61Q: 3 clusters Score -1519363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1519373.750000 Penalty: 4665.737305
	Iteration 62Q: 3 clusters Score -1519374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1519379.250000 Penalty: 4665.737305
	Iteration 63Q: 3 clusters Score -1519379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1519391.000000 Penalty: 4665.737305
	Iteration 64Q: 3 clusters Score -1519391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1519397.875000 Penalty: 4665.737305
	Iteration 65Q: 3 clusters Score -1519398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1519403.875000 Penalty: 4665.737305
	Iteration 66Q: 3 clusters Score -1519404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1519409.375000 Penalty: 4665.737305
	Iteration 67Q: 3 clusters Score -1519409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1519410.625000 Penalty: 4665.737305
	Iteration 68Q: 3 clusters Score -1519411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1519412.375000 Penalty: 4665.737305
	Iteration 69Q: 3 clusters Score -1519412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1519416.125000 Penalty: 4665.737305
	Iteration 70Q: 3 clusters Score -1519416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1519420.250000 Penalty: 4665.737305
	Iteration 71Q: 3 clusters Score -1519420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1519427.000000 Penalty: 4665.737305
	Iteration 72Q: 3 clusters Score -1519427 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1519436.875000 Penalty: 4665.737305
	Iteration 73Q: 3 clusters Score -1519437 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1519443.625000 Penalty: 4665.737305
	Iteration 74Q: 3 clusters Score -1519444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1519458.125000 Penalty: 4665.737305
	Iteration 75Q: 3 clusters Score -1519458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1519469.250000 Penalty: 4665.737305
	Iteration 76Q: 3 clusters Score -1519469 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1519495.500000 Penalty: 4665.737305
	Iteration 77Q: 3 clusters Score -1519496 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1519521.250000 Penalty: 4665.737305
	Iteration 78Q: 3 clusters Score -1519521 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1519555.250000 Penalty: 4665.737305
	Iteration 79Q: 3 clusters Score -1519555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1519593.875000 Penalty: 4665.737305
	Iteration 80F: 3 clusters Score -1519594 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1519630.250000 Penalty: 4665.737305
	Iteration 81Q: 3 clusters Score -1519630 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1519665.750000 Penalty: 4665.737305
	Iteration 82Q: 3 clusters Score -1519666 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1519709.250000 Penalty: 4665.737305
	Iteration 83Q: 3 clusters Score -1519709 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1519753.250000 Penalty: 4665.737305
	Iteration 84Q: 3 clusters Score -1519753 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1519810.250000 Penalty: 4665.737305
	Iteration 85Q: 3 clusters Score -1519810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1519869.375000 Penalty: 4665.737305
	Iteration 86Q: 3 clusters Score -1519869 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1519926.625000 Penalty: 4665.737305
	Iteration 87Q: 3 clusters Score -1519927 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1519971.750000 Penalty: 4665.737305
	Iteration 88Q: 3 clusters Score -1519972 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1519996.625000 Penalty: 4665.737305
	Iteration 89Q: 3 clusters Score -1519997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1520007.250000 Penalty: 4665.737305
	Iteration 90Q: 3 clusters Score -1520007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1520015.875000 Penalty: 4665.737305
	Iteration 91Q: 3 clusters Score -1520016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1520025.750000 Penalty: 4665.737305
	Iteration 92Q: 3 clusters Score -1520026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1520030.125000 Penalty: 4665.737305
	Iteration 93Q: 3 clusters Score -1520030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1520034.125000 Penalty: 4665.737305
	Iteration 94Q: 3 clusters Score -1520034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1520036.375000 Penalty: 4665.737305
	Iteration 95Q: 3 clusters Score -1520036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1520037.125000 Penalty: 4665.737305
	Iteration 96Q: 3 clusters Score -1520037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1520037.125000 Penalty: 4665.737305
	Iteration 97F: 3 clusters Score -1520037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -79469.320312 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -79469.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -77930.570312 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -77930.57 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -78481.632812 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -78481.63 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78884.507812 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -78884.51 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -79558.960938 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -79558.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80142.148438 Penalty: 3211.814697
	Iteration 4F: 3 clusters Score -80142.15 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -80389.851562 Penalty: 3211.814697
	Iteration 5F: 3 clusters Score -80389.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -80649.453125 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -80649.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -80816.898438 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -80816.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80850.445312 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -80850.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80850.445312 Penalty: 3211.814697
	Iteration 9F: 3 clusters Score -80850.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 174129 members 
Mstep: Class 3 contains 35266 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 54117 members 
Mstep: Class 7 contains 73096 members 
Mstep: Class 8 contains 77586 members 
Mstep: Class 9 contains 285376 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15524 members 
Mstep: Class 13 contains 42206 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 193 members 
Mstep: Class 16 contains 20655 members 
Mstep: Class 17 contains 7523 members 
Mstep: Class 18 contains 20483 members 
Mstep: Class 19 contains 9650 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 20022 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 3876 members 
Mstep: Class 28 contains 456 members 
Entering Unmasked Estep 
Score: -122210240.000000 Penalty: 95255.710938
Splitting cluster 15 changes total score from -122209544.000000 to -122210240.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (20655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Entering Unmasked Estep 
Score: -2870272.000000 Penalty: 2464.056885
	Iteration 0F: 2 clusters Score -2870272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2855694.750000 Penalty: 4928.113770
	Iteration 0F: 3 clusters Score -2855695 nChanged 9166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2860477.000000 Penalty: 4928.113770
	Iteration 1F: 3 clusters Score -2860477 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2860889.000000 Penalty: 4928.113770
	Iteration 2F: 3 clusters Score -2860889 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2861261.500000 Penalty: 4928.113770
	Iteration 3Q: 3 clusters Score -2861262 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2861647.000000 Penalty: 4928.113770
	Iteration 4Q: 3 clusters Score -2861647 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2862062.250000 Penalty: 4928.113770
	Iteration 5Q: 3 clusters Score -2862062 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -2862495.250000 Penalty: 4928.113770
	Iteration 6Q: 3 clusters Score -2862495 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2862975.750000 Penalty: 4928.113770
	Iteration 7Q: 3 clusters Score -2862976 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2863557.000000 Penalty: 4928.113770
	Iteration 8Q: 3 clusters Score -2863557 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2864209.750000 Penalty: 4928.113770
	Iteration 9F: 3 clusters Score -2864210 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -2864981.250000 Penalty: 4928.113770
	Iteration 10F: 3 clusters Score -2864981 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2865769.000000 Penalty: 4928.113770
	Iteration 11Q: 3 clusters Score -2865769 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2866490.500000 Penalty: 4928.113770
	Iteration 12Q: 3 clusters Score -2866490 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2867091.000000 Penalty: 4928.113770
	Iteration 13Q: 3 clusters Score -2867091 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -2867443.250000 Penalty: 4928.113770
	Iteration 14Q: 3 clusters Score -2867443 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2867645.750000 Penalty: 4928.113770
	Iteration 15Q: 3 clusters Score -2867646 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2867779.750000 Penalty: 4928.113770
	Iteration 16Q: 3 clusters Score -2867780 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -2867861.500000 Penalty: 4928.113770
	Iteration 17Q: 3 clusters Score -2867862 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2867920.750000 Penalty: 4928.113770
	Iteration 18Q: 3 clusters Score -2867921 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2867953.250000 Penalty: 4928.113770
	Iteration 19Q: 3 clusters Score -2867953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19901 members 
Entering Unmasked Estep 
Score: -2867976.000000 Penalty: 4928.113770
	Iteration 20F: 3 clusters Score -2867976 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2867998.750000 Penalty: 4928.113770
	Iteration 21Q: 3 clusters Score -2867999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -2868006.000000 Penalty: 4928.113770
	Iteration 22Q: 3 clusters Score -2868006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2868015.750000 Penalty: 4928.113770
	Iteration 23Q: 3 clusters Score -2868016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2868022.000000 Penalty: 4928.113770
	Iteration 24Q: 3 clusters Score -2868022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2868035.250000 Penalty: 4928.113770
	Iteration 25Q: 3 clusters Score -2868035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2868044.750000 Penalty: 4928.113770
	Iteration 26Q: 3 clusters Score -2868045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2868058.000000 Penalty: 4928.113770
	Iteration 27Q: 3 clusters Score -2868058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2868062.000000 Penalty: 4928.113770
	Iteration 28Q: 3 clusters Score -2868062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20032 members 
Entering Unmasked Estep 
Score: -2868068.000000 Penalty: 4928.113770
	Iteration 29Q: 3 clusters Score -2868068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2868070.750000 Penalty: 4928.113770
	Iteration 30Q: 3 clusters Score -2868071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -2868067.750000 Penalty: 4928.113770
	Iteration 31Q: 3 clusters Score -2868068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2868070.000000 Penalty: 4928.113770
	Iteration 32Q: 3 clusters Score -2868070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2868073.750000 Penalty: 4928.113770
	Iteration 33Q: 3 clusters Score -2868074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2868074.000000 Penalty: 4928.113770
	Iteration 34Q: 3 clusters Score -2868074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2868078.250000 Penalty: 4928.113770
	Iteration 35Q: 3 clusters Score -2868078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2868074.500000 Penalty: 4928.113770
	Iteration 36Q: 3 clusters Score -2868074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2868074.250000 Penalty: 4928.113770
	Iteration 37Q: 3 clusters Score -2868074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2868081.250000 Penalty: 4928.113770
	Iteration 38Q: 3 clusters Score -2868081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2868082.500000 Penalty: 4928.113770
	Iteration 39Q: 3 clusters Score -2868082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2868086.750000 Penalty: 4928.113770
	Iteration 40F: 3 clusters Score -2868087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -2868088.000000 Penalty: 4928.113770
	Iteration 41Q: 3 clusters Score -2868088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -2868091.750000 Penalty: 4928.113770
	Iteration 42Q: 3 clusters Score -2868092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2868092.250000 Penalty: 4928.113770
	Iteration 43Q: 3 clusters Score -2868092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -2868092.250000 Penalty: 4928.113770
	Iteration 44Q: 3 clusters Score -2868092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2868090.000000 Penalty: 4928.113770
	Iteration 45Q: 3 clusters Score -2868090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2868090.000000 Penalty: 4928.113770
	Iteration 46Q: 3 clusters Score -2868090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2868090.750000 Penalty: 4928.113770
	Iteration 47Q: 3 clusters Score -2868091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2868094.500000 Penalty: 4928.113770
	Iteration 48Q: 3 clusters Score -2868094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -2868096.000000 Penalty: 4928.113770
	Iteration 49Q: 3 clusters Score -2868096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2868097.500000 Penalty: 4928.113770
	Iteration 50Q: 3 clusters Score -2868098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2868097.500000 Penalty: 4928.113770
	Iteration 51F: 3 clusters Score -2868098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Entering Unmasked Estep 
Score: -1049747.750000 Penalty: 2213.578613
	Iteration 0F: 2 clusters Score -1049748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1043618.875000 Penalty: 4427.157227
	Iteration 0F: 3 clusters Score -1043619 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1045203.437500 Penalty: 4427.157227
	Iteration 1F: 3 clusters Score -1045203 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1045449.062500 Penalty: 4427.157227
	Iteration 2F: 3 clusters Score -1045449 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1045599.000000 Penalty: 4427.157227
	Iteration 3Q: 3 clusters Score -1045599 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1045693.937500 Penalty: 4427.157227
	Iteration 4Q: 3 clusters Score -1045694 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1045757.125000 Penalty: 4427.157227
	Iteration 5Q: 3 clusters Score -1045757 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1045799.312500 Penalty: 4427.157227
	Iteration 6Q: 3 clusters Score -1045799 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1045830.375000 Penalty: 4427.157227
	Iteration 7Q: 3 clusters Score -1045830 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1045860.062500 Penalty: 4427.157227
	Iteration 8Q: 3 clusters Score -1045860 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1045883.625000 Penalty: 4427.157227
	Iteration 9Q: 3 clusters Score -1045884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1045906.750000 Penalty: 4427.157227
	Iteration 10Q: 3 clusters Score -1045907 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1045923.625000 Penalty: 4427.157227
	Iteration 11Q: 3 clusters Score -1045924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1045939.875000 Penalty: 4427.157227
	Iteration 12Q: 3 clusters Score -1045940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1045955.875000 Penalty: 4427.157227
	Iteration 13Q: 3 clusters Score -1045956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1045970.375000 Penalty: 4427.157227
	Iteration 14Q: 3 clusters Score -1045970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1045983.687500 Penalty: 4427.157227
	Iteration 15Q: 3 clusters Score -1045984 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1045994.437500 Penalty: 4427.157227
	Iteration 16Q: 3 clusters Score -1045994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1046007.562500 Penalty: 4427.157227
	Iteration 17Q: 3 clusters Score -1046008 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1046020.937500 Penalty: 4427.157227
	Iteration 18Q: 3 clusters Score -1046021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1046033.687500 Penalty: 4427.157227
	Iteration 19Q: 3 clusters Score -1046034 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1046041.812500 Penalty: 4427.157227
	Iteration 20F: 3 clusters Score -1046042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1046049.750000 Penalty: 4427.157227
	Iteration 21Q: 3 clusters Score -1046050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1046055.312500 Penalty: 4427.157227
	Iteration 22Q: 3 clusters Score -1046055 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1046064.875000 Penalty: 4427.157227
	Iteration 23Q: 3 clusters Score -1046065 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1046074.187500 Penalty: 4427.157227
	Iteration 24Q: 3 clusters Score -1046074 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1046081.937500 Penalty: 4427.157227
	Iteration 25Q: 3 clusters Score -1046082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1046093.187500 Penalty: 4427.157227
	Iteration 26Q: 3 clusters Score -1046093 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1046099.312500 Penalty: 4427.157227
	Iteration 27Q: 3 clusters Score -1046099 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1046107.312500 Penalty: 4427.157227
	Iteration 28Q: 3 clusters Score -1046107 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1046118.562500 Penalty: 4427.157227
	Iteration 29Q: 3 clusters Score -1046119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1046134.750000 Penalty: 4427.157227
	Iteration 30Q: 3 clusters Score -1046135 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1046147.812500 Penalty: 4427.157227
	Iteration 31Q: 3 clusters Score -1046148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1046160.562500 Penalty: 4427.157227
	Iteration 32Q: 3 clusters Score -1046161 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1046174.562500 Penalty: 4427.157227
	Iteration 33Q: 3 clusters Score -1046175 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1046192.937500 Penalty: 4427.157227
	Iteration 34Q: 3 clusters Score -1046193 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -1046209.375000 Penalty: 4427.157227
	Iteration 35Q: 3 clusters Score -1046209 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1046229.687500 Penalty: 4427.157227
	Iteration 36Q: 3 clusters Score -1046230 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1046253.875000 Penalty: 4427.157227
	Iteration 37Q: 3 clusters Score -1046254 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1046279.687500 Penalty: 4427.157227
	Iteration 38Q: 3 clusters Score -1046280 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1046304.250000 Penalty: 4427.157227
	Iteration 39Q: 3 clusters Score -1046304 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1046341.625000 Penalty: 4427.157227
	Iteration 40F: 3 clusters Score -1046342 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1046388.500000 Penalty: 4427.157227
	Iteration 41Q: 3 clusters Score -1046388 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1046446.312500 Penalty: 4427.157227
	Iteration 42Q: 3 clusters Score -1046446 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1046531.187500 Penalty: 4427.157227
	Iteration 43Q: 3 clusters Score -1046531 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1046653.375000 Penalty: 4427.157227
	Iteration 44Q: 3 clusters Score -1046653 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1046787.875000 Penalty: 4427.157227
	Iteration 45Q: 3 clusters Score -1046788 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1046945.500000 Penalty: 4427.157227
	Iteration 46Q: 3 clusters Score -1046946 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1047086.187500 Penalty: 4427.157227
	Iteration 47Q: 3 clusters Score -1047086 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1047204.250000 Penalty: 4427.157227
	Iteration 48Q: 3 clusters Score -1047204 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1047299.312500 Penalty: 4427.157227
	Iteration 49Q: 3 clusters Score -1047299 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1047392.875000 Penalty: 4427.157227
	Iteration 50Q: 3 clusters Score -1047393 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1047471.750000 Penalty: 4427.157227
	Iteration 51Q: 3 clusters Score -1047472 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1047539.125000 Penalty: 4427.157227
	Iteration 52Q: 3 clusters Score -1047539 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1047590.625000 Penalty: 4427.157227
	Iteration 53Q: 3 clusters Score -1047591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1047632.812500 Penalty: 4427.157227
	Iteration 54Q: 3 clusters Score -1047633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1047657.437500 Penalty: 4427.157227
	Iteration 55Q: 3 clusters Score -1047657 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1047688.375000 Penalty: 4427.157227
	Iteration 56Q: 3 clusters Score -1047688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1047714.687500 Penalty: 4427.157227
	Iteration 57Q: 3 clusters Score -1047715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1047740.250000 Penalty: 4427.157227
	Iteration 58Q: 3 clusters Score -1047740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1047763.312500 Penalty: 4427.157227
	Iteration 59Q: 3 clusters Score -1047763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1047783.750000 Penalty: 4427.157227
	Iteration 60F: 3 clusters Score -1047784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1047802.187500 Penalty: 4427.157227
	Iteration 61Q: 3 clusters Score -1047802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1047810.687500 Penalty: 4427.157227
	Iteration 62Q: 3 clusters Score -1047811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1047818.062500 Penalty: 4427.157227
	Iteration 63Q: 3 clusters Score -1047818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1047822.312500 Penalty: 4427.157227
	Iteration 64Q: 3 clusters Score -1047822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1047828.750000 Penalty: 4427.157227
	Iteration 65Q: 3 clusters Score -1047829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1047837.875000 Penalty: 4427.157227
	Iteration 66Q: 3 clusters Score -1047838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1047841.812500 Penalty: 4427.157227
	Iteration 67Q: 3 clusters Score -1047842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1047845.062500 Penalty: 4427.157227
	Iteration 68Q: 3 clusters Score -1047845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1047846.250000 Penalty: 4427.157227
	Iteration 69Q: 3 clusters Score -1047846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1047847.812500 Penalty: 4427.157227
	Iteration 70Q: 3 clusters Score -1047848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1047847.812500 Penalty: 4427.157227
	Iteration 71F: 3 clusters Score -1047848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Entering Unmasked Estep 
Score: -2813293.500000 Penalty: 2461.983154
	Iteration 0F: 2 clusters Score -2813294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2799011.250000 Penalty: 4923.966309
	Iteration 0F: 3 clusters Score -2799011 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2804001.500000 Penalty: 4923.966309
	Iteration 1F: 3 clusters Score -2804002 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2804648.000000 Penalty: 4923.966309
	Iteration 2F: 3 clusters Score -2804648 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2805221.500000 Penalty: 4923.966309
	Iteration 3F: 3 clusters Score -2805222 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2805828.750000 Penalty: 4923.966309
	Iteration 4F: 3 clusters Score -2805829 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2806506.500000 Penalty: 4923.966309
	Iteration 5F: 3 clusters Score -2806506 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2807277.000000 Penalty: 4923.966309
	Iteration 6F: 3 clusters Score -2807277 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2808062.000000 Penalty: 4923.966309
	Iteration 7F: 3 clusters Score -2808062 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2808836.250000 Penalty: 4923.966309
	Iteration 8F: 3 clusters Score -2808836 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2809511.000000 Penalty: 4923.966309
	Iteration 9Q: 3 clusters Score -2809511 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2810028.750000 Penalty: 4923.966309
	Iteration 10Q: 3 clusters Score -2810029 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -2810413.250000 Penalty: 4923.966309
	Iteration 11Q: 3 clusters Score -2810413 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -2810656.500000 Penalty: 4923.966309
	Iteration 12Q: 3 clusters Score -2810656 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2810875.250000 Penalty: 4923.966309
	Iteration 13Q: 3 clusters Score -2810875 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2811009.250000 Penalty: 4923.966309
	Iteration 14Q: 3 clusters Score -2811009 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2811124.500000 Penalty: 4923.966309
	Iteration 15Q: 3 clusters Score -2811124 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2811226.000000 Penalty: 4923.966309
	Iteration 16Q: 3 clusters Score -2811226 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2811306.750000 Penalty: 4923.966309
	Iteration 17Q: 3 clusters Score -2811307 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2811376.250000 Penalty: 4923.966309
	Iteration 18Q: 3 clusters Score -2811376 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -2811428.250000 Penalty: 4923.966309
	Iteration 19Q: 3 clusters Score -2811428 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2811478.750000 Penalty: 4923.966309
	Iteration 20F: 3 clusters Score -2811479 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2811524.250000 Penalty: 4923.966309
	Iteration 21Q: 3 clusters Score -2811524 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2811577.250000 Penalty: 4923.966309
	Iteration 22Q: 3 clusters Score -2811577 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2811614.750000 Penalty: 4923.966309
	Iteration 23Q: 3 clusters Score -2811615 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2811656.750000 Penalty: 4923.966309
	Iteration 24Q: 3 clusters Score -2811657 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -2811687.750000 Penalty: 4923.966309
	Iteration 25Q: 3 clusters Score -2811688 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2811711.000000 Penalty: 4923.966309
	Iteration 26Q: 3 clusters Score -2811711 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2811751.500000 Penalty: 4923.966309
	Iteration 27Q: 3 clusters Score -2811752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2811773.000000 Penalty: 4923.966309
	Iteration 28Q: 3 clusters Score -2811773 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2811808.000000 Penalty: 4923.966309
	Iteration 29Q: 3 clusters Score -2811808 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2811837.000000 Penalty: 4923.966309
	Iteration 30Q: 3 clusters Score -2811837 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 18218 members 
Entering Unmasked Estep 
Score: -2811856.500000 Penalty: 4923.966309
	Iteration 31Q: 3 clusters Score -2811856 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2811882.750000 Penalty: 4923.966309
	Iteration 32Q: 3 clusters Score -2811883 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2811909.500000 Penalty: 4923.966309
	Iteration 33Q: 3 clusters Score -2811910 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2811917.750000 Penalty: 4923.966309
	Iteration 34Q: 3 clusters Score -2811918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -2811929.500000 Penalty: 4923.966309
	Iteration 35Q: 3 clusters Score -2811930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2811940.500000 Penalty: 4923.966309
	Iteration 36Q: 3 clusters Score -2811940 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2811932.750000 Penalty: 4923.966309
	Iteration 37Q: 3 clusters Score -2811933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -2811945.500000 Penalty: 4923.966309
	Iteration 38Q: 3 clusters Score -2811946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2811951.000000 Penalty: 4923.966309
	Iteration 39Q: 3 clusters Score -2811951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -2811955.000000 Penalty: 4923.966309
	Iteration 40F: 3 clusters Score -2811955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2811955.500000 Penalty: 4923.966309
	Iteration 41Q: 3 clusters Score -2811956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2811958.750000 Penalty: 4923.966309
	Iteration 42Q: 3 clusters Score -2811959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2811958.250000 Penalty: 4923.966309
	Iteration 43Q: 3 clusters Score -2811958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -2811966.000000 Penalty: 4923.966309
	Iteration 44Q: 3 clusters Score -2811966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2811967.250000 Penalty: 4923.966309
	Iteration 45Q: 3 clusters Score -2811967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2811973.500000 Penalty: 4923.966309
	Iteration 46Q: 3 clusters Score -2811974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2811976.750000 Penalty: 4923.966309
	Iteration 47Q: 3 clusters Score -2811977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2811981.000000 Penalty: 4923.966309
	Iteration 48Q: 3 clusters Score -2811981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2811988.750000 Penalty: 4923.966309
	Iteration 49Q: 3 clusters Score -2811989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -2811988.250000 Penalty: 4923.966309
	Iteration 50Q: 3 clusters Score -2811988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2811986.750000 Penalty: 4923.966309
	Iteration 51Q: 3 clusters Score -2811987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2811995.500000 Penalty: 4923.966309
	Iteration 52Q: 3 clusters Score -2811996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -2811995.500000 Penalty: 4923.966309
	Iteration 53Q: 3 clusters Score -2811996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -2811997.500000 Penalty: 4923.966309
	Iteration 54Q: 3 clusters Score -2811998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -2812001.000000 Penalty: 4923.966309
	Iteration 55Q: 3 clusters Score -2812001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -2812008.000000 Penalty: 4923.966309
	Iteration 56Q: 3 clusters Score -2812008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2812009.000000 Penalty: 4923.966309
	Iteration 57Q: 3 clusters Score -2812009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -2812008.000000 Penalty: 4923.966309
	Iteration 58Q: 3 clusters Score -2812008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2812006.750000 Penalty: 4923.966309
	Iteration 59Q: 3 clusters Score -2812007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2812011.000000 Penalty: 4923.966309
	Iteration 60F: 3 clusters Score -2812011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2812012.250000 Penalty: 4923.966309
	Iteration 61Q: 3 clusters Score -2812012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2812012.250000 Penalty: 4923.966309
	Iteration 62F: 3 clusters Score -2812012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Entering Unmasked Estep 
Score: -1364993.500000 Penalty: 2275.328857
	Iteration 0F: 2 clusters Score -1364994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1357503.250000 Penalty: 4550.657715
	Iteration 0F: 3 clusters Score -1357503 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1359770.750000 Penalty: 4550.657715
	Iteration 1F: 3 clusters Score -1359771 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1360336.250000 Penalty: 4550.657715
	Iteration 2F: 3 clusters Score -1360336 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1360934.375000 Penalty: 4550.657715
	Iteration 3F: 3 clusters Score -1360934 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1361716.625000 Penalty: 4550.657715
	Iteration 4F: 3 clusters Score -1361717 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1362795.750000 Penalty: 4550.657715
	Iteration 5F: 3 clusters Score -1362796 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -1364027.750000 Penalty: 4550.657715
	Iteration 6F: 3 clusters Score -1364028 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1364847.000000 Penalty: 4550.657715
	Iteration 7F: 3 clusters Score -1364847 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1365166.000000 Penalty: 4550.657715
	Iteration 8Q: 3 clusters Score -1365166 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1365288.125000 Penalty: 4550.657715
	Iteration 9Q: 3 clusters Score -1365288 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -1365357.500000 Penalty: 4550.657715
	Iteration 10Q: 3 clusters Score -1365358 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1365405.375000 Penalty: 4550.657715
	Iteration 11Q: 3 clusters Score -1365405 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1365430.500000 Penalty: 4550.657715
	Iteration 12Q: 3 clusters Score -1365430 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1365445.875000 Penalty: 4550.657715
	Iteration 13Q: 3 clusters Score -1365446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1365465.125000 Penalty: 4550.657715
	Iteration 14Q: 3 clusters Score -1365465 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -1365482.375000 Penalty: 4550.657715
	Iteration 15Q: 3 clusters Score -1365482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1365491.375000 Penalty: 4550.657715
	Iteration 16Q: 3 clusters Score -1365491 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1365506.875000 Penalty: 4550.657715
	Iteration 17Q: 3 clusters Score -1365507 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1365529.375000 Penalty: 4550.657715
	Iteration 18Q: 3 clusters Score -1365529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1365544.625000 Penalty: 4550.657715
	Iteration 19Q: 3 clusters Score -1365545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1365568.250000 Penalty: 4550.657715
	Iteration 20F: 3 clusters Score -1365568 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1365601.000000 Penalty: 4550.657715
	Iteration 21Q: 3 clusters Score -1365601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1365610.125000 Penalty: 4550.657715
	Iteration 22Q: 3 clusters Score -1365610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1365622.250000 Penalty: 4550.657715
	Iteration 23Q: 3 clusters Score -1365622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1365621.625000 Penalty: 4550.657715
	Iteration 24Q: 3 clusters Score -1365622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1365622.500000 Penalty: 4550.657715
	Iteration 25Q: 3 clusters Score -1365622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1365623.000000 Penalty: 4550.657715
	Iteration 26Q: 3 clusters Score -1365623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1365624.250000 Penalty: 4550.657715
	Iteration 27Q: 3 clusters Score -1365624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1365625.500000 Penalty: 4550.657715
	Iteration 28Q: 3 clusters Score -1365626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1365624.625000 Penalty: 4550.657715
	Iteration 29Q: 3 clusters Score -1365625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1365624.250000 Penalty: 4550.657715
	Iteration 30Q: 3 clusters Score -1365624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1365630.125000 Penalty: 4550.657715
	Iteration 31Q: 3 clusters Score -1365630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1365630.125000 Penalty: 4550.657715
	Iteration 32Q: 3 clusters Score -1365630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1365632.375000 Penalty: 4550.657715
	Iteration 33Q: 3 clusters Score -1365632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1365632.875000 Penalty: 4550.657715
	Iteration 34Q: 3 clusters Score -1365633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1365633.375000 Penalty: 4550.657715
	Iteration 35Q: 3 clusters Score -1365633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1365633.375000 Penalty: 4550.657715
	Iteration 36F: 3 clusters Score -1365633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 174129 members 
Mstep: Class 3 contains 35266 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 54117 members 
Mstep: Class 7 contains 73096 members 
Mstep: Class 8 contains 77586 members 
Mstep: Class 9 contains 285376 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15524 members 
Mstep: Class 13 contains 42206 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 193 members 
Mstep: Class 16 contains 20655 members 
Mstep: Class 17 contains 7523 members 
Mstep: Class 18 contains 20483 members 
Mstep: Class 19 contains 6941 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1321 members 
Mstep: Class 22 contains 20022 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 3876 members 
Mstep: Class 28 contains 456 members 
Mstep: Class 29 contains 2709 members 
Entering Unmasked Estep 
Score: -122209832.000000 Penalty: 98657.695312
Splitting cluster 19 changes total score from -122209544.000000 to -122209832.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -28429.066406 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -28429.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27329.537109 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -27329.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27374.093750 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -27374.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27383.656250 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -27383.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27397.341797 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -27397.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27406.330078 Penalty: 2684.176270
	Iteration 4Q: 3 clusters Score -27406.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27413.427734 Penalty: 2684.176270
	Iteration 5Q: 3 clusters Score -27413.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27419.587891 Penalty: 2684.176270
	Iteration 6Q: 3 clusters Score -27419.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27419.587891 Penalty: 2684.176270
	Iteration 7F: 3 clusters Score -27419.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Entering Unmasked Estep 
Score: -173298.515625 Penalty: 1782.163818
	Iteration 0F: 2 clusters Score -173298.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -171131.906250 Penalty: 3564.327637
	Iteration 0F: 3 clusters Score -171131.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -171601.828125 Penalty: 3564.327637
	Iteration 1F: 3 clusters Score -171601.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -171921.765625 Penalty: 3564.327637
	Iteration 2F: 3 clusters Score -171921.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -172578.531250 Penalty: 3564.327637
	Iteration 3F: 3 clusters Score -172578.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -173874.296875 Penalty: 3564.327637
	Iteration 4F: 3 clusters Score -173874.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -175203.671875 Penalty: 3564.327637
	Iteration 5F: 3 clusters Score -175203.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -175469.390625 Penalty: 3564.327637
	Iteration 6Q: 3 clusters Score -175469.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -175485.890625 Penalty: 3564.327637
	Iteration 7Q: 3 clusters Score -175485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -175509.671875 Penalty: 3564.327637
	Iteration 8Q: 3 clusters Score -175509.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -175515.890625 Penalty: 3564.327637
	Iteration 9Q: 3 clusters Score -175515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -175517.390625 Penalty: 3564.327637
	Iteration 10Q: 3 clusters Score -175517.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -175517.390625 Penalty: 3564.327637
	Iteration 11F: 3 clusters Score -175517.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 174129 members 
Mstep: Class 3 contains 35266 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 54117 members 
Mstep: Class 7 contains 73096 members 
Mstep: Class 8 contains 77586 members 
Mstep: Class 9 contains 285376 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15524 members 
Mstep: Class 13 contains 42206 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 193 members 
Mstep: Class 16 contains 20655 members 
Mstep: Class 17 contains 7523 members 
Mstep: Class 18 contains 20483 members 
Mstep: Class 19 contains 6941 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 722 members 
Mstep: Class 22 contains 20022 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 3876 members 
Mstep: Class 28 contains 456 members 
Mstep: Class 29 contains 2709 members 
Mstep: Class 30 contains 599 members 
Entering Unmasked Estep 
Score: -122210488.000000 Penalty: 102059.687500
Splitting cluster 21 changes total score from -122209544.000000 to -122210488.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (20022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Entering Unmasked Estep 
Score: -2536378.500000 Penalty: 2456.337402
	Iteration 0F: 2 clusters Score -2536378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2522288.750000 Penalty: 4912.674805
	Iteration 0F: 3 clusters Score -2522289 nChanged 8743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2527009.250000 Penalty: 4912.674805
	Iteration 1F: 3 clusters Score -2527009 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2527546.000000 Penalty: 4912.674805
	Iteration 2F: 3 clusters Score -2527546 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2528043.000000 Penalty: 4912.674805
	Iteration 3F: 3 clusters Score -2528043 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2528598.250000 Penalty: 4912.674805
	Iteration 4F: 3 clusters Score -2528598 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2529173.250000 Penalty: 4912.674805
	Iteration 5Q: 3 clusters Score -2529173 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2529802.000000 Penalty: 4912.674805
	Iteration 6Q: 3 clusters Score -2529802 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2530534.000000 Penalty: 4912.674805
	Iteration 7F: 3 clusters Score -2530534 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2531220.000000 Penalty: 4912.674805
	Iteration 8Q: 3 clusters Score -2531220 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2531838.500000 Penalty: 4912.674805
	Iteration 9Q: 3 clusters Score -2531838 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -2532343.750000 Penalty: 4912.674805
	Iteration 10Q: 3 clusters Score -2532344 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2532786.000000 Penalty: 4912.674805
	Iteration 11Q: 3 clusters Score -2532786 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2533116.250000 Penalty: 4912.674805
	Iteration 12Q: 3 clusters Score -2533116 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2533370.000000 Penalty: 4912.674805
	Iteration 13Q: 3 clusters Score -2533370 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2533569.750000 Penalty: 4912.674805
	Iteration 14Q: 3 clusters Score -2533570 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2533738.750000 Penalty: 4912.674805
	Iteration 15Q: 3 clusters Score -2533739 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2533880.750000 Penalty: 4912.674805
	Iteration 16Q: 3 clusters Score -2533881 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2534005.500000 Penalty: 4912.674805
	Iteration 17Q: 3 clusters Score -2534006 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2534106.750000 Penalty: 4912.674805
	Iteration 18Q: 3 clusters Score -2534107 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2534244.000000 Penalty: 4912.674805
	Iteration 19Q: 3 clusters Score -2534244 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2534391.250000 Penalty: 4912.674805
	Iteration 20F: 3 clusters Score -2534391 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2534529.000000 Penalty: 4912.674805
	Iteration 21Q: 3 clusters Score -2534529 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2534676.000000 Penalty: 4912.674805
	Iteration 22Q: 3 clusters Score -2534676 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 17545 members 
Entering Unmasked Estep 
Score: -2534791.250000 Penalty: 4912.674805
	Iteration 23Q: 3 clusters Score -2534791 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2534885.500000 Penalty: 4912.674805
	Iteration 24Q: 3 clusters Score -2534886 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2534952.750000 Penalty: 4912.674805
	Iteration 25Q: 3 clusters Score -2534953 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2535016.500000 Penalty: 4912.674805
	Iteration 26Q: 3 clusters Score -2535016 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2535078.500000 Penalty: 4912.674805
	Iteration 27Q: 3 clusters Score -2535078 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2535133.250000 Penalty: 4912.674805
	Iteration 28Q: 3 clusters Score -2535133 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2535168.750000 Penalty: 4912.674805
	Iteration 29Q: 3 clusters Score -2535169 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2535189.500000 Penalty: 4912.674805
	Iteration 30Q: 3 clusters Score -2535190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -2535205.750000 Penalty: 4912.674805
	Iteration 31Q: 3 clusters Score -2535206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2535219.250000 Penalty: 4912.674805
	Iteration 32Q: 3 clusters Score -2535219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2535220.750000 Penalty: 4912.674805
	Iteration 33Q: 3 clusters Score -2535221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2535226.750000 Penalty: 4912.674805
	Iteration 34Q: 3 clusters Score -2535227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2535229.250000 Penalty: 4912.674805
	Iteration 35Q: 3 clusters Score -2535229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2535237.750000 Penalty: 4912.674805
	Iteration 36Q: 3 clusters Score -2535238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2535240.000000 Penalty: 4912.674805
	Iteration 37Q: 3 clusters Score -2535240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2535242.500000 Penalty: 4912.674805
	Iteration 38Q: 3 clusters Score -2535242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -2535243.750000 Penalty: 4912.674805
	Iteration 39Q: 3 clusters Score -2535244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2535242.000000 Penalty: 4912.674805
	Iteration 40F: 3 clusters Score -2535242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2535242.000000 Penalty: 4912.674805
	Iteration 41Q: 3 clusters Score -2535242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2535242.750000 Penalty: 4912.674805
	Iteration 42Q: 3 clusters Score -2535243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2535243.000000 Penalty: 4912.674805
	Iteration 43Q: 3 clusters Score -2535243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2535246.750000 Penalty: 4912.674805
	Iteration 44Q: 3 clusters Score -2535247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -2535248.750000 Penalty: 4912.674805
	Iteration 45Q: 3 clusters Score -2535249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -2535251.750000 Penalty: 4912.674805
	Iteration 46Q: 3 clusters Score -2535252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -2535252.000000 Penalty: 4912.674805
	Iteration 47Q: 3 clusters Score -2535252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2535258.250000 Penalty: 4912.674805
	Iteration 48Q: 3 clusters Score -2535258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2535259.750000 Penalty: 4912.674805
	Iteration 49Q: 3 clusters Score -2535260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2535257.000000 Penalty: 4912.674805
	Iteration 50Q: 3 clusters Score -2535257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2535261.750000 Penalty: 4912.674805
	Iteration 51Q: 3 clusters Score -2535262 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2535264.250000 Penalty: 4912.674805
	Iteration 52Q: 3 clusters Score -2535264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2535263.500000 Penalty: 4912.674805
	Iteration 53Q: 3 clusters Score -2535264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2535267.500000 Penalty: 4912.674805
	Iteration 54Q: 3 clusters Score -2535268 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2535270.750000 Penalty: 4912.674805
	Iteration 55Q: 3 clusters Score -2535271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2535278.000000 Penalty: 4912.674805
	Iteration 56Q: 3 clusters Score -2535278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2535293.500000 Penalty: 4912.674805
	Iteration 57Q: 3 clusters Score -2535294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2535298.250000 Penalty: 4912.674805
	Iteration 58Q: 3 clusters Score -2535298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2535309.000000 Penalty: 4912.674805
	Iteration 59Q: 3 clusters Score -2535309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2535316.750000 Penalty: 4912.674805
	Iteration 60F: 3 clusters Score -2535317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2535314.000000 Penalty: 4912.674805
	Iteration 61Q: 3 clusters Score -2535314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2535315.750000 Penalty: 4912.674805
	Iteration 62Q: 3 clusters Score -2535316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2535321.000000 Penalty: 4912.674805
	Iteration 63Q: 3 clusters Score -2535321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2535319.750000 Penalty: 4912.674805
	Iteration 64Q: 3 clusters Score -2535320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2535323.750000 Penalty: 4912.674805
	Iteration 65Q: 3 clusters Score -2535324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -2535321.250000 Penalty: 4912.674805
	Iteration 66Q: 3 clusters Score -2535321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2535325.750000 Penalty: 4912.674805
	Iteration 67Q: 3 clusters Score -2535326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2535323.250000 Penalty: 4912.674805
	Iteration 68Q: 3 clusters Score -2535323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2535324.750000 Penalty: 4912.674805
	Iteration 69Q: 3 clusters Score -2535325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -2535324.750000 Penalty: 4912.674805
	Iteration 70F: 3 clusters Score -2535325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Entering Unmasked Estep 
Score: -664888.187500 Penalty: 2110.171875
	Iteration 0F: 2 clusters Score -664888.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -660443.000000 Penalty: 4220.343750
	Iteration 0F: 3 clusters Score -660443 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -661469.562500 Penalty: 4220.343750
	Iteration 1F: 3 clusters Score -661469.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -661674.937500 Penalty: 4220.343750
	Iteration 2F: 3 clusters Score -661674.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -661811.625000 Penalty: 4220.343750
	Iteration 3Q: 3 clusters Score -661811.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -661923.312500 Penalty: 4220.343750
	Iteration 4Q: 3 clusters Score -661923.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -662018.187500 Penalty: 4220.343750
	Iteration 5Q: 3 clusters Score -662018.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -662094.375000 Penalty: 4220.343750
	Iteration 6Q: 3 clusters Score -662094.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -662171.500000 Penalty: 4220.343750
	Iteration 7Q: 3 clusters Score -662171.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -662266.187500 Penalty: 4220.343750
	Iteration 8Q: 3 clusters Score -662266.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -662378.687500 Penalty: 4220.343750
	Iteration 9Q: 3 clusters Score -662378.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -662502.000000 Penalty: 4220.343750
	Iteration 10Q: 3 clusters Score -662502 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -662644.000000 Penalty: 4220.343750
	Iteration 11Q: 3 clusters Score -662644 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -662796.812500 Penalty: 4220.343750
	Iteration 12Q: 3 clusters Score -662796.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -662953.250000 Penalty: 4220.343750
	Iteration 13Q: 3 clusters Score -662953.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -663075.187500 Penalty: 4220.343750
	Iteration 14Q: 3 clusters Score -663075.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -663159.937500 Penalty: 4220.343750
	Iteration 15Q: 3 clusters Score -663159.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -663229.687500 Penalty: 4220.343750
	Iteration 16Q: 3 clusters Score -663229.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -663304.125000 Penalty: 4220.343750
	Iteration 17Q: 3 clusters Score -663304.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -663355.562500 Penalty: 4220.343750
	Iteration 18Q: 3 clusters Score -663355.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -663403.500000 Penalty: 4220.343750
	Iteration 19Q: 3 clusters Score -663403.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -663440.625000 Penalty: 4220.343750
	Iteration 20F: 3 clusters Score -663440.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -663468.875000 Penalty: 4220.343750
	Iteration 21Q: 3 clusters Score -663468.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -663489.000000 Penalty: 4220.343750
	Iteration 22Q: 3 clusters Score -663489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -663497.250000 Penalty: 4220.343750
	Iteration 23Q: 3 clusters Score -663497.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -663504.937500 Penalty: 4220.343750
	Iteration 24Q: 3 clusters Score -663504.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -663508.500000 Penalty: 4220.343750
	Iteration 25Q: 3 clusters Score -663508.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -663510.000000 Penalty: 4220.343750
	Iteration 26Q: 3 clusters Score -663510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -663511.062500 Penalty: 4220.343750
	Iteration 27Q: 3 clusters Score -663511.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -663512.687500 Penalty: 4220.343750
	Iteration 28Q: 3 clusters Score -663512.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -663513.062500 Penalty: 4220.343750
	Iteration 29Q: 3 clusters Score -663513.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -663513.062500 Penalty: 4220.343750
	Iteration 30F: 3 clusters Score -663513.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -88849.984375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -88849.98 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 349 members 
Entering Unmasked Estep 
Score: -87152.265625 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -87152.27 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87440.171875 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -87440.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -87652.609375 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -87652.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87937.117188 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -87937.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88037.046875 Penalty: 3235.687012
	Iteration 4F: 3 clusters Score -88037.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -88112.031250 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -88112.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -88152.921875 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -88152.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -88181.429688 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -88181.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88186.984375 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -88186.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -88189.140625 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -88189.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88192.656250 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -88192.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -88193.789062 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -88193.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -88193.789062 Penalty: 3235.687012
	Iteration 12F: 3 clusters Score -88193.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -84710.843750 Penalty: 1614.912842
	Iteration 0F: 2 clusters Score -84710.84 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 335 members 
Entering Unmasked Estep 
Score: -83119.250000 Penalty: 3229.825684
	Iteration 0F: 3 clusters Score -83119.25 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83617.734375 Penalty: 3229.825684
	Iteration 1F: 3 clusters Score -83617.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84142.304688 Penalty: 3229.825684
	Iteration 2F: 3 clusters Score -84142.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -84672.125000 Penalty: 3229.825684
	Iteration 3F: 3 clusters Score -84672.12 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -84883.632812 Penalty: 3229.825684
	Iteration 4F: 3 clusters Score -84883.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -85105.273438 Penalty: 3229.825684
	Iteration 5F: 3 clusters Score -85105.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -85290.515625 Penalty: 3229.825684
	Iteration 6F: 3 clusters Score -85290.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85366.093750 Penalty: 3229.825684
	Iteration 7Q: 3 clusters Score -85366.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -85408.835938 Penalty: 3229.825684
	Iteration 8Q: 3 clusters Score -85408.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -85431.765625 Penalty: 3229.825684
	Iteration 9Q: 3 clusters Score -85431.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -85459.492188 Penalty: 3229.825684
	Iteration 10Q: 3 clusters Score -85459.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -85473.007812 Penalty: 3229.825684
	Iteration 11Q: 3 clusters Score -85473.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -85473.007812 Penalty: 3229.825684
	Iteration 12F: 3 clusters Score -85473.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 174129 members 
Mstep: Class 3 contains 35266 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 54117 members 
Mstep: Class 7 contains 73096 members 
Mstep: Class 8 contains 77586 members 
Mstep: Class 9 contains 285376 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15524 members 
Mstep: Class 13 contains 42206 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 193 members 
Mstep: Class 16 contains 20655 members 
Mstep: Class 17 contains 7523 members 
Mstep: Class 18 contains 20483 members 
Mstep: Class 19 contains 6941 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 722 members 
Mstep: Class 22 contains 20022 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 139 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 3876 members 
Mstep: Class 28 contains 456 members 
Mstep: Class 29 contains 2709 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 534 members 
Entering Unmasked Estep 
Score: -122209368.000000 Penalty: 105461.679688
Splitting cluster 25 changes total score from -122209544.000000 to -122209368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (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: -70462.656250 Penalty: 1556.140991
	Iteration 0F: 2 clusters Score -70462.66 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 237 members 
Entering Unmasked Estep 
Score: -68977.554688 Penalty: 3112.281982
	Iteration 0F: 3 clusters Score -68977.55 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69153.109375 Penalty: 3112.281982
	Iteration 1F: 3 clusters Score -69153.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69195.570312 Penalty: 3112.281982
	Iteration 2Q: 3 clusters Score -69195.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -69208.453125 Penalty: 3112.281982
	Iteration 3Q: 3 clusters Score -69208.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -69217.117188 Penalty: 3112.281982
	Iteration 4Q: 3 clusters Score -69217.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69222.648438 Penalty: 3112.281982
	Iteration 5Q: 3 clusters Score -69222.65 nChanged 6
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: -69231.421875 Penalty: 3112.281982
	Iteration 6Q: 3 clusters Score -69231.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69242.656250 Penalty: 3112.281982
	Iteration 7Q: 3 clusters Score -69242.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69252.734375 Penalty: 3112.281982
	Iteration 8Q: 3 clusters Score -69252.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69254.609375 Penalty: 3112.281982
	Iteration 9Q: 3 clusters Score -69254.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69255.968750 Penalty: 3112.281982
	Iteration 10Q: 3 clusters Score -69255.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69255.968750 Penalty: 3112.281982
	Iteration 11F: 3 clusters Score -69255.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 174129 members 
Mstep: Class 3 contains 35266 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 257 members 
Mstep: Class 6 contains 54117 members 
Mstep: Class 7 contains 73096 members 
Mstep: Class 8 contains 77586 members 
Mstep: Class 9 contains 285376 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15524 members 
Mstep: Class 13 contains 42206 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 193 members 
Mstep: Class 16 contains 20655 members 
Mstep: Class 17 contains 7523 members 
Mstep: Class 18 contains 20483 members 
Mstep: Class 19 contains 6941 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 722 members 
Mstep: Class 22 contains 20022 members 
Mstep: Class 23 contains 4958 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122211816.000000 Penalty: 102059.687500
Iteration 119Q: 31 clusters Score -1.222118e+08 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 174061 members 
Mstep: Class 3 contains 35252 members 
Mstep: Class 4 contains 8667 members 
Mstep: Class 5 contains 254 members 
Mstep: Class 6 contains 54020 members 
Mstep: Class 7 contains 72756 members 
Mstep: Class 8 contains 77251 members 
Mstep: Class 9 contains 285390 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 271 members 
Mstep: Class 12 contains 15476 members 
Mstep: Class 13 contains 42208 members 
Mstep: Class 14 contains 12165 members 
Mstep: Class 15 contains 193 members 
Mstep: Class 16 contains 20640 members 
Mstep: Class 17 contains 7522 members 
Mstep: Class 18 contains 20487 members 
Mstep: Class 19 contains 7785 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 916 members 
Mstep: Class 22 contains 20029 members 
Mstep: Class 23 contains 4973 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 673 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 3877 members 
Mstep: Class 28 contains 456 members 
Mstep: Class 29 contains 2615 members 
Mstep: Class 30 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122213512.000000 Penalty: 102059.687500
Iteration 120F: 31 clusters Score -1.222135e+08 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 173889 members 
Mstep: Class 3 contains 35246 members 
Mstep: Class 4 contains 8650 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53927 members 
Mstep: Class 7 contains 72270 members 
Mstep: Class 8 contains 76903 members 
Mstep: Class 9 contains 285386 members 
Mstep: Class 10 contains 29199 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 42207 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 192 members 
Mstep: Class 16 contains 20634 members 
Mstep: Class 17 contains 7523 members 
Mstep: Class 18 contains 20487 members 
Mstep: Class 19 contains 8503 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 986 members 
Mstep: Class 22 contains 20040 members 
Mstep: Class 23 contains 4983 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 647 members 
Mstep: Class 26 contains 499 members 
Mstep: Class 27 contains 4170 members 
Mstep: Class 28 contains 464 members 
Mstep: Class 29 contains 2673 members 
Mstep: Class 30 contains 628 members 
Entering Unmasked Estep 
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Iteration 121Q: 31 clusters Score -1.222137e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 173798 members 
Mstep: Class 3 contains 35241 members 
Mstep: Class 4 contains 8635 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 53826 members 
Mstep: Class 7 contains 71869 members 
Mstep: Class 8 contains 76610 members 
Mstep: Class 9 contains 285447 members 
Mstep: Class 10 contains 29200 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15419 members 
Mstep: Class 13 contains 42202 members 
Mstep: Class 14 contains 12169 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20628 members 
Mstep: Class 17 contains 7529 members 
Mstep: Class 18 contains 20488 members 
Mstep: Class 19 contains 9131 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1017 members 
Mstep: Class 22 contains 20050 members 
Mstep: Class 23 contains 4992 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 621 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 4321 members 
Mstep: Class 28 contains 466 members 
Mstep: Class 29 contains 2705 members 
Mstep: Class 30 contains 663 members 
Entering Unmasked Estep 
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Iteration 122Q: 31 clusters Score -1.222143e+08 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 173767 members 
Mstep: Class 3 contains 35237 members 
Mstep: Class 4 contains 8630 members 
Mstep: Class 5 contains 249 members 
Mstep: Class 6 contains 53736 members 
Mstep: Class 7 contains 71490 members 
Mstep: Class 8 contains 76348 members 
Mstep: Class 9 contains 285492 members 
Mstep: Class 10 contains 29202 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15401 members 
Mstep: Class 13 contains 42197 members 
Mstep: Class 14 contains 12164 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20630 members 
Mstep: Class 17 contains 7537 members 
Mstep: Class 18 contains 20488 members 
Mstep: Class 19 contains 9701 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1025 members 
Mstep: Class 22 contains 20055 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 595 members 
Mstep: Class 26 contains 495 members 
Mstep: Class 27 contains 4432 members 
Mstep: Class 28 contains 467 members 
Mstep: Class 29 contains 2732 members 
Mstep: Class 30 contains 703 members 
Entering Unmasked Estep 
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Iteration 123Q: 31 clusters Score -1.222156e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 173765 members 
Mstep: Class 3 contains 35227 members 
Mstep: Class 4 contains 8627 members 
Mstep: Class 5 contains 250 members 
Mstep: Class 6 contains 53671 members 
Mstep: Class 7 contains 71155 members 
Mstep: Class 8 contains 76100 members 
Mstep: Class 9 contains 285467 members 
Mstep: Class 10 contains 29205 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15403 members 
Mstep: Class 13 contains 42186 members 
Mstep: Class 14 contains 12172 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20632 members 
Mstep: Class 17 contains 7548 members 
Mstep: Class 18 contains 20491 members 
Mstep: Class 19 contains 10222 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1041 members 
Mstep: Class 22 contains 20061 members 
Mstep: Class 23 contains 5005 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 573 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 4518 members 
Mstep: Class 28 contains 468 members 
Mstep: Class 29 contains 2750 members 
Mstep: Class 30 contains 741 members 
Entering Unmasked Estep 
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Iteration 124Q: 31 clusters Score -1.222162e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 173737 members 
Mstep: Class 3 contains 35219 members 
Mstep: Class 4 contains 8630 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 53633 members 
Mstep: Class 7 contains 70839 members 
Mstep: Class 8 contains 75888 members 
Mstep: Class 9 contains 285406 members 
Mstep: Class 10 contains 29206 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15407 members 
Mstep: Class 13 contains 42178 members 
Mstep: Class 14 contains 12174 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20635 members 
Mstep: Class 17 contains 7554 members 
Mstep: Class 18 contains 20495 members 
Mstep: Class 19 contains 10709 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1104 members 
Mstep: Class 22 contains 20067 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 561 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 4589 members 
Mstep: Class 28 contains 470 members 
Mstep: Class 29 contains 2764 members 
Mstep: Class 30 contains 754 members 
Entering Unmasked Estep 
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Iteration 125Q: 31 clusters Score -1.222165e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 173732 members 
Mstep: Class 3 contains 35215 members 
Mstep: Class 4 contains 8625 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53580 members 
Mstep: Class 7 contains 70551 members 
Mstep: Class 8 contains 75701 members 
Mstep: Class 9 contains 285390 members 
Mstep: Class 10 contains 29211 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15408 members 
Mstep: Class 13 contains 42172 members 
Mstep: Class 14 contains 12177 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20636 members 
Mstep: Class 17 contains 7559 members 
Mstep: Class 18 contains 20497 members 
Mstep: Class 19 contains 11138 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1146 members 
Mstep: Class 22 contains 20079 members 
Mstep: Class 23 contains 5022 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 554 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4636 members 
Mstep: Class 28 contains 471 members 
Mstep: Class 29 contains 2772 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 126Q: 31 clusters Score -1.222167e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 173770 members 
Mstep: Class 3 contains 35204 members 
Mstep: Class 4 contains 8621 members 
Mstep: Class 5 contains 251 members 
Mstep: Class 6 contains 53537 members 
Mstep: Class 7 contains 70324 members 
Mstep: Class 8 contains 75507 members 
Mstep: Class 9 contains 285382 members 
Mstep: Class 10 contains 29213 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15410 members 
Mstep: Class 13 contains 42163 members 
Mstep: Class 14 contains 12188 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20625 members 
Mstep: Class 17 contains 7566 members 
Mstep: Class 18 contains 20499 members 
Mstep: Class 19 contains 11498 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1165 members 
Mstep: Class 22 contains 20088 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4672 members 
Mstep: Class 28 contains 473 members 
Mstep: Class 29 contains 2781 members 
Mstep: Class 30 contains 762 members 
Entering Unmasked Estep 
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Iteration 127Q: 31 clusters Score -1.222167e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 173807 members 
Mstep: Class 3 contains 35200 members 
Mstep: Class 4 contains 8619 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53501 members 
Mstep: Class 7 contains 70108 members 
Mstep: Class 8 contains 75351 members 
Mstep: Class 9 contains 285374 members 
Mstep: Class 10 contains 29218 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15415 members 
Mstep: Class 13 contains 42152 members 
Mstep: Class 14 contains 12181 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20624 members 
Mstep: Class 17 contains 7578 members 
Mstep: Class 18 contains 20502 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 20095 members 
Mstep: Class 23 contains 5043 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4713 members 
Mstep: Class 28 contains 475 members 
Mstep: Class 29 contains 2790 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 128Q: 31 clusters Score -1.222171e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 173836 members 
Mstep: Class 3 contains 35197 members 
Mstep: Class 4 contains 8603 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53462 members 
Mstep: Class 7 contains 69923 members 
Mstep: Class 8 contains 75199 members 
Mstep: Class 9 contains 285379 members 
Mstep: Class 10 contains 29215 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15431 members 
Mstep: Class 13 contains 42144 members 
Mstep: Class 14 contains 12188 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20619 members 
Mstep: Class 17 contains 7583 members 
Mstep: Class 18 contains 20502 members 
Mstep: Class 19 contains 12076 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20107 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4747 members 
Mstep: Class 28 contains 478 members 
Mstep: Class 29 contains 2799 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 129Q: 31 clusters Score -1.222172e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 173864 members 
Mstep: Class 3 contains 35197 members 
Mstep: Class 4 contains 8598 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53433 members 
Mstep: Class 7 contains 69750 members 
Mstep: Class 8 contains 75082 members 
Mstep: Class 9 contains 285374 members 
Mstep: Class 10 contains 29217 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15434 members 
Mstep: Class 13 contains 42139 members 
Mstep: Class 14 contains 12192 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20616 members 
Mstep: Class 17 contains 7585 members 
Mstep: Class 18 contains 20502 members 
Mstep: Class 19 contains 12330 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 20121 members 
Mstep: Class 23 contains 5053 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4762 members 
Mstep: Class 28 contains 482 members 
Mstep: Class 29 contains 2806 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 130Q: 31 clusters Score -1.222171e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 173912 members 
Mstep: Class 3 contains 35194 members 
Mstep: Class 4 contains 8594 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53402 members 
Mstep: Class 7 contains 69591 members 
Mstep: Class 8 contains 74956 members 
Mstep: Class 9 contains 285358 members 
Mstep: Class 10 contains 29217 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15436 members 
Mstep: Class 13 contains 42138 members 
Mstep: Class 14 contains 12199 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20622 members 
Mstep: Class 17 contains 7585 members 
Mstep: Class 18 contains 20504 members 
Mstep: Class 19 contains 12558 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1183 members 
Mstep: Class 22 contains 20131 members 
Mstep: Class 23 contains 5060 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4782 members 
Mstep: Class 28 contains 486 members 
Mstep: Class 29 contains 2811 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 131Q: 31 clusters Score -1.222174e+08 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 173937 members 
Mstep: Class 3 contains 35190 members 
Mstep: Class 4 contains 8586 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53375 members 
Mstep: Class 7 contains 69432 members 
Mstep: Class 8 contains 74856 members 
Mstep: Class 9 contains 285376 members 
Mstep: Class 10 contains 29220 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15438 members 
Mstep: Class 13 contains 42137 members 
Mstep: Class 14 contains 12200 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20620 members 
Mstep: Class 17 contains 7585 members 
Mstep: Class 18 contains 20506 members 
Mstep: Class 19 contains 12774 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1185 members 
Mstep: Class 22 contains 20140 members 
Mstep: Class 23 contains 5062 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4797 members 
Mstep: Class 28 contains 488 members 
Mstep: Class 29 contains 2815 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 132Q: 31 clusters Score -1.222173e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 173969 members 
Mstep: Class 3 contains 35187 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53348 members 
Mstep: Class 7 contains 69283 members 
Mstep: Class 8 contains 74753 members 
Mstep: Class 9 contains 285408 members 
Mstep: Class 10 contains 29222 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15442 members 
Mstep: Class 13 contains 42136 members 
Mstep: Class 14 contains 12202 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20612 members 
Mstep: Class 17 contains 7585 members 
Mstep: Class 18 contains 20506 members 
Mstep: Class 19 contains 12980 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1185 members 
Mstep: Class 22 contains 20149 members 
Mstep: Class 23 contains 5063 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4801 members 
Mstep: Class 28 contains 488 members 
Mstep: Class 29 contains 2820 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 133Q: 31 clusters Score -1.222173e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 173986 members 
Mstep: Class 3 contains 35185 members 
Mstep: Class 4 contains 8582 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53332 members 
Mstep: Class 7 contains 69150 members 
Mstep: Class 8 contains 74680 members 
Mstep: Class 9 contains 285431 members 
Mstep: Class 10 contains 29224 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15450 members 
Mstep: Class 13 contains 42134 members 
Mstep: Class 14 contains 12201 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20608 members 
Mstep: Class 17 contains 7585 members 
Mstep: Class 18 contains 20506 members 
Mstep: Class 19 contains 13146 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1185 members 
Mstep: Class 22 contains 20157 members 
Mstep: Class 23 contains 5066 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4801 members 
Mstep: Class 28 contains 489 members 
Mstep: Class 29 contains 2823 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 134Q: 31 clusters Score -1.222174e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 174001 members 
Mstep: Class 3 contains 35181 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53313 members 
Mstep: Class 7 contains 69025 members 
Mstep: Class 8 contains 74619 members 
Mstep: Class 9 contains 285473 members 
Mstep: Class 10 contains 29228 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15452 members 
Mstep: Class 13 contains 42133 members 
Mstep: Class 14 contains 12196 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20601 members 
Mstep: Class 17 contains 7585 members 
Mstep: Class 18 contains 20506 members 
Mstep: Class 19 contains 13284 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1185 members 
Mstep: Class 22 contains 20169 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4806 members 
Mstep: Class 28 contains 490 members 
Mstep: Class 29 contains 2827 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 135Q: 31 clusters Score -1.222175e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 174019 members 
Mstep: Class 3 contains 35177 members 
Mstep: Class 4 contains 8579 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53294 members 
Mstep: Class 7 contains 68902 members 
Mstep: Class 8 contains 74567 members 
Mstep: Class 9 contains 285516 members 
Mstep: Class 10 contains 29226 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15458 members 
Mstep: Class 13 contains 42128 members 
Mstep: Class 14 contains 12190 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20601 members 
Mstep: Class 17 contains 7586 members 
Mstep: Class 18 contains 20505 members 
Mstep: Class 19 contains 13406 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1185 members 
Mstep: Class 22 contains 20183 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4813 members 
Mstep: Class 28 contains 490 members 
Mstep: Class 29 contains 2828 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 136Q: 31 clusters Score -1.222175e+08 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 174035 members 
Mstep: Class 3 contains 35174 members 
Mstep: Class 4 contains 8578 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53277 members 
Mstep: Class 7 contains 68797 members 
Mstep: Class 8 contains 74516 members 
Mstep: Class 9 contains 285524 members 
Mstep: Class 10 contains 29223 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15459 members 
Mstep: Class 13 contains 42126 members 
Mstep: Class 14 contains 12186 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20603 members 
Mstep: Class 17 contains 7586 members 
Mstep: Class 18 contains 20506 members 
Mstep: Class 19 contains 13531 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1183 members 
Mstep: Class 22 contains 20192 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4838 members 
Mstep: Class 28 contains 490 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 137Q: 31 clusters Score -1.222175e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 174063 members 
Mstep: Class 3 contains 35169 members 
Mstep: Class 4 contains 8576 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53259 members 
Mstep: Class 7 contains 68683 members 
Mstep: Class 8 contains 74472 members 
Mstep: Class 9 contains 285557 members 
Mstep: Class 10 contains 29224 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15468 members 
Mstep: Class 13 contains 42124 members 
Mstep: Class 14 contains 12177 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20600 members 
Mstep: Class 17 contains 7586 members 
Mstep: Class 18 contains 20508 members 
Mstep: Class 19 contains 13647 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 20201 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4840 members 
Mstep: Class 28 contains 490 members 
Mstep: Class 29 contains 2827 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 138Q: 31 clusters Score -1.222175e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 174084 members 
Mstep: Class 3 contains 35166 members 
Mstep: Class 4 contains 8574 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53242 members 
Mstep: Class 7 contains 68568 members 
Mstep: Class 8 contains 74415 members 
Mstep: Class 9 contains 285613 members 
Mstep: Class 10 contains 29224 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15474 members 
Mstep: Class 13 contains 42121 members 
Mstep: Class 14 contains 12174 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20594 members 
Mstep: Class 17 contains 7587 members 
Mstep: Class 18 contains 20510 members 
Mstep: Class 19 contains 13748 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1182 members 
Mstep: Class 22 contains 20209 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4849 members 
Mstep: Class 28 contains 490 members 
Mstep: Class 29 contains 2828 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 139Q: 31 clusters Score -1.222174e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 174117 members 
Mstep: Class 3 contains 35165 members 
Mstep: Class 4 contains 8573 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53214 members 
Mstep: Class 7 contains 68473 members 
Mstep: Class 8 contains 74362 members 
Mstep: Class 9 contains 285643 members 
Mstep: Class 10 contains 29223 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15474 members 
Mstep: Class 13 contains 42120 members 
Mstep: Class 14 contains 12177 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20594 members 
Mstep: Class 17 contains 7588 members 
Mstep: Class 18 contains 20510 members 
Mstep: Class 19 contains 13844 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 20212 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 553 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4865 members 
Mstep: Class 28 contains 490 members 
Mstep: Class 29 contains 2828 members 
Mstep: Class 30 contains 761 members 
Entering Unmasked Estep 
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Iteration 140F: 31 clusters Score -1.222174e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 174137 members 
Mstep: Class 3 contains 35164 members 
Mstep: Class 4 contains 8569 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53191 members 
Mstep: Class 7 contains 68380 members 
Mstep: Class 8 contains 74334 members 
Mstep: Class 9 contains 285677 members 
Mstep: Class 10 contains 29222 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15477 members 
Mstep: Class 13 contains 42120 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20594 members 
Mstep: Class 17 contains 7589 members 
Mstep: Class 18 contains 20511 members 
Mstep: Class 19 contains 13913 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 20220 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 538 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4884 members 
Mstep: Class 28 contains 492 members 
Mstep: Class 29 contains 2827 members 
Mstep: Class 30 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217632.000000 Penalty: 102059.687500
Iteration 141Q: 31 clusters Score -1.222176e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 174147 members 
Mstep: Class 3 contains 35162 members 
Mstep: Class 4 contains 8570 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53166 members 
Mstep: Class 7 contains 68301 members 
Mstep: Class 8 contains 74285 members 
Mstep: Class 9 contains 285704 members 
Mstep: Class 10 contains 29226 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15491 members 
Mstep: Class 13 contains 42119 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20598 members 
Mstep: Class 17 contains 7590 members 
Mstep: Class 18 contains 20512 members 
Mstep: Class 19 contains 13976 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 20226 members 
Mstep: Class 23 contains 5067 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4910 members 
Mstep: Class 28 contains 494 members 
Mstep: Class 29 contains 2827 members 
Mstep: Class 30 contains 784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217624.000000 Penalty: 102059.687500
Iteration 142Q: 31 clusters Score -1.222176e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 174157 members 
Mstep: Class 3 contains 35161 members 
Mstep: Class 4 contains 8571 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53145 members 
Mstep: Class 7 contains 68217 members 
Mstep: Class 8 contains 74258 members 
Mstep: Class 9 contains 285733 members 
Mstep: Class 10 contains 29225 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15499 members 
Mstep: Class 13 contains 42118 members 
Mstep: Class 14 contains 12163 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20597 members 
Mstep: Class 17 contains 7591 members 
Mstep: Class 18 contains 20513 members 
Mstep: Class 19 contains 14028 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 20230 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 526 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4942 members 
Mstep: Class 28 contains 496 members 
Mstep: Class 29 contains 2827 members 
Mstep: Class 30 contains 788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217640.000000 Penalty: 102059.687500
Iteration 143Q: 31 clusters Score -1.222176e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 174164 members 
Mstep: Class 3 contains 35161 members 
Mstep: Class 4 contains 8570 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53134 members 
Mstep: Class 7 contains 68145 members 
Mstep: Class 8 contains 74224 members 
Mstep: Class 9 contains 285754 members 
Mstep: Class 10 contains 29224 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15508 members 
Mstep: Class 13 contains 42115 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20603 members 
Mstep: Class 17 contains 7593 members 
Mstep: Class 18 contains 20513 members 
Mstep: Class 19 contains 14069 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 20234 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 525 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4967 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2828 members 
Mstep: Class 30 contains 789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217688.000000 Penalty: 102059.687500
Iteration 144Q: 31 clusters Score -1.222177e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174175 members 
Mstep: Class 3 contains 35160 members 
Mstep: Class 4 contains 8567 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53121 members 
Mstep: Class 7 contains 68055 members 
Mstep: Class 8 contains 74208 members 
Mstep: Class 9 contains 285774 members 
Mstep: Class 10 contains 29226 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15509 members 
Mstep: Class 13 contains 42113 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20600 members 
Mstep: Class 17 contains 7597 members 
Mstep: Class 18 contains 20514 members 
Mstep: Class 19 contains 14119 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 20239 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 4997 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2828 members 
Mstep: Class 30 contains 791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217672.000000 Penalty: 102059.687500
Iteration 145Q: 31 clusters Score -1.222177e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174197 members 
Mstep: Class 3 contains 35158 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53111 members 
Mstep: Class 7 contains 67974 members 
Mstep: Class 8 contains 74199 members 
Mstep: Class 9 contains 285787 members 
Mstep: Class 10 contains 29224 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15509 members 
Mstep: Class 13 contains 42106 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20599 members 
Mstep: Class 17 contains 7600 members 
Mstep: Class 18 contains 20515 members 
Mstep: Class 19 contains 14165 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 20245 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 522 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5020 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2828 members 
Mstep: Class 30 contains 792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217760.000000 Penalty: 102059.687500
Iteration 146Q: 31 clusters Score -1.222178e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174204 members 
Mstep: Class 3 contains 35158 members 
Mstep: Class 4 contains 8564 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53109 members 
Mstep: Class 7 contains 67917 members 
Mstep: Class 8 contains 74174 members 
Mstep: Class 9 contains 285790 members 
Mstep: Class 10 contains 29220 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15510 members 
Mstep: Class 13 contains 42102 members 
Mstep: Class 14 contains 12172 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20596 members 
Mstep: Class 17 contains 7603 members 
Mstep: Class 18 contains 20518 members 
Mstep: Class 19 contains 14209 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 20249 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 521 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5046 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217776.000000 Penalty: 102059.687500
Iteration 147Q: 31 clusters Score -1.222178e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174217 members 
Mstep: Class 3 contains 35157 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53108 members 
Mstep: Class 7 contains 67862 members 
Mstep: Class 8 contains 74163 members 
Mstep: Class 9 contains 285801 members 
Mstep: Class 10 contains 29218 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15509 members 
Mstep: Class 13 contains 42098 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20591 members 
Mstep: Class 17 contains 7607 members 
Mstep: Class 18 contains 20518 members 
Mstep: Class 19 contains 14243 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1181 members 
Mstep: Class 22 contains 20252 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5061 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2830 members 
Mstep: Class 30 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217752.000000 Penalty: 102059.687500
Iteration 148Q: 31 clusters Score -1.222178e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174222 members 
Mstep: Class 3 contains 35158 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53104 members 
Mstep: Class 7 contains 67821 members 
Mstep: Class 8 contains 74145 members 
Mstep: Class 9 contains 285814 members 
Mstep: Class 10 contains 29216 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15514 members 
Mstep: Class 13 contains 42090 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20588 members 
Mstep: Class 17 contains 7614 members 
Mstep: Class 18 contains 20518 members 
Mstep: Class 19 contains 14269 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1180 members 
Mstep: Class 22 contains 20254 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5079 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2831 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217720.000000 Penalty: 102059.687500
Iteration 149Q: 31 clusters Score -1.222177e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174225 members 
Mstep: Class 3 contains 35158 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53098 members 
Mstep: Class 7 contains 67786 members 
Mstep: Class 8 contains 74127 members 
Mstep: Class 9 contains 285848 members 
Mstep: Class 10 contains 29216 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15509 members 
Mstep: Class 13 contains 42087 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20586 members 
Mstep: Class 17 contains 7619 members 
Mstep: Class 18 contains 20517 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 20255 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5086 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2831 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217616.000000 Penalty: 102059.687500
Iteration 150Q: 31 clusters Score -1.222176e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174228 members 
Mstep: Class 3 contains 35157 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53093 members 
Mstep: Class 7 contains 67742 members 
Mstep: Class 8 contains 74120 members 
Mstep: Class 9 contains 285872 members 
Mstep: Class 10 contains 29216 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15501 members 
Mstep: Class 13 contains 42080 members 
Mstep: Class 14 contains 12166 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20584 members 
Mstep: Class 17 contains 7627 members 
Mstep: Class 18 contains 20516 members 
Mstep: Class 19 contains 14309 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1179 members 
Mstep: Class 22 contains 20258 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5107 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217664.000000 Penalty: 102059.687500
Iteration 151Q: 31 clusters Score -1.222177e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174234 members 
Mstep: Class 3 contains 35156 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53088 members 
Mstep: Class 7 contains 67697 members 
Mstep: Class 8 contains 74111 members 
Mstep: Class 9 contains 285884 members 
Mstep: Class 10 contains 29216 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15500 members 
Mstep: Class 13 contains 42074 members 
Mstep: Class 14 contains 12164 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20584 members 
Mstep: Class 17 contains 7632 members 
Mstep: Class 18 contains 20514 members 
Mstep: Class 19 contains 14323 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 20261 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5139 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217616.000000 Penalty: 102059.687500
Iteration 152Q: 31 clusters Score -1.222176e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174246 members 
Mstep: Class 3 contains 35151 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53086 members 
Mstep: Class 7 contains 67665 members 
Mstep: Class 8 contains 74099 members 
Mstep: Class 9 contains 285905 members 
Mstep: Class 10 contains 29214 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15496 members 
Mstep: Class 13 contains 42069 members 
Mstep: Class 14 contains 12163 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20583 members 
Mstep: Class 17 contains 7636 members 
Mstep: Class 18 contains 20516 members 
Mstep: Class 19 contains 14330 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 20268 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5151 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217640.000000 Penalty: 102059.687500
Iteration 153Q: 31 clusters Score -1.222176e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174253 members 
Mstep: Class 3 contains 35153 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53079 members 
Mstep: Class 7 contains 67641 members 
Mstep: Class 8 contains 74091 members 
Mstep: Class 9 contains 285923 members 
Mstep: Class 10 contains 29210 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15493 members 
Mstep: Class 13 contains 42065 members 
Mstep: Class 14 contains 12160 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20581 members 
Mstep: Class 17 contains 7639 members 
Mstep: Class 18 contains 20519 members 
Mstep: Class 19 contains 14340 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 20270 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5162 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217520.000000 Penalty: 102059.687500
Iteration 154Q: 31 clusters Score -1.222175e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174250 members 
Mstep: Class 3 contains 35154 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53068 members 
Mstep: Class 7 contains 67628 members 
Mstep: Class 8 contains 74077 members 
Mstep: Class 9 contains 285949 members 
Mstep: Class 10 contains 29207 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15491 members 
Mstep: Class 13 contains 42062 members 
Mstep: Class 14 contains 12160 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20578 members 
Mstep: Class 17 contains 7642 members 
Mstep: Class 18 contains 20519 members 
Mstep: Class 19 contains 14351 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 20276 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5167 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217520.000000 Penalty: 102059.687500
Iteration 155Q: 31 clusters Score -1.222175e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174253 members 
Mstep: Class 3 contains 35149 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53057 members 
Mstep: Class 7 contains 67612 members 
Mstep: Class 8 contains 74061 members 
Mstep: Class 9 contains 285957 members 
Mstep: Class 10 contains 29208 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15490 members 
Mstep: Class 13 contains 42059 members 
Mstep: Class 14 contains 12163 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20575 members 
Mstep: Class 17 contains 7647 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 14364 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 20278 members 
Mstep: Class 23 contains 5068 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5186 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217488.000000 Penalty: 102059.687500
Iteration 156Q: 31 clusters Score -1.222175e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174263 members 
Mstep: Class 3 contains 35148 members 
Mstep: Class 4 contains 8563 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53047 members 
Mstep: Class 7 contains 67588 members 
Mstep: Class 8 contains 74043 members 
Mstep: Class 9 contains 285990 members 
Mstep: Class 10 contains 29206 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15486 members 
Mstep: Class 13 contains 42056 members 
Mstep: Class 14 contains 12166 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20571 members 
Mstep: Class 17 contains 7650 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 14369 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 20278 members 
Mstep: Class 23 contains 5069 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5196 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217448.000000 Penalty: 102059.687500
Iteration 157Q: 31 clusters Score -1.222174e+08 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174267 members 
Mstep: Class 3 contains 35145 members 
Mstep: Class 4 contains 8562 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53031 members 
Mstep: Class 7 contains 67565 members 
Mstep: Class 8 contains 74033 members 
Mstep: Class 9 contains 286021 members 
Mstep: Class 10 contains 29208 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15481 members 
Mstep: Class 13 contains 42054 members 
Mstep: Class 14 contains 12165 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20568 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 14374 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1178 members 
Mstep: Class 22 contains 20278 members 
Mstep: Class 23 contains 5070 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5214 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217432.000000 Penalty: 102059.687500
Iteration 158Q: 31 clusters Score -1.222174e+08 nChanged 214
Entering ConstructFrom: 
Score: -122217432.000000 Penalty: 102059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (7659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Entering Unmasked Estep 
Score: -1059590.625000 Penalty: 2218.021973
	Iteration 0F: 2 clusters Score -1059591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1053425.375000 Penalty: 4436.043945
	Iteration 0F: 3 clusters Score -1053425 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1055150.125000 Penalty: 4436.043945
	Iteration 1F: 3 clusters Score -1055150 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1055479.625000 Penalty: 4436.043945
	Iteration 2F: 3 clusters Score -1055480 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1055752.875000 Penalty: 4436.043945
	Iteration 3F: 3 clusters Score -1055753 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1055974.750000 Penalty: 4436.043945
	Iteration 4F: 3 clusters Score -1055975 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1056196.875000 Penalty: 4436.043945
	Iteration 5Q: 3 clusters Score -1056197 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1056391.000000 Penalty: 4436.043945
	Iteration 6Q: 3 clusters Score -1056391 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1056566.750000 Penalty: 4436.043945
	Iteration 7Q: 3 clusters Score -1056567 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1056716.375000 Penalty: 4436.043945
	Iteration 8Q: 3 clusters Score -1056716 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1056852.250000 Penalty: 4436.043945
	Iteration 9Q: 3 clusters Score -1056852 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1056995.000000 Penalty: 4436.043945
	Iteration 10Q: 3 clusters Score -1056995 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1057132.750000 Penalty: 4436.043945
	Iteration 11Q: 3 clusters Score -1057133 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1057272.875000 Penalty: 4436.043945
	Iteration 12Q: 3 clusters Score -1057273 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1057442.125000 Penalty: 4436.043945
	Iteration 13Q: 3 clusters Score -1057442 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1057682.375000 Penalty: 4436.043945
	Iteration 14Q: 3 clusters Score -1057682 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1057955.875000 Penalty: 4436.043945
	Iteration 15Q: 3 clusters Score -1057956 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1058236.000000 Penalty: 4436.043945
	Iteration 16Q: 3 clusters Score -1058236 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1058424.000000 Penalty: 4436.043945
	Iteration 17Q: 3 clusters Score -1058424 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1058538.625000 Penalty: 4436.043945
	Iteration 18Q: 3 clusters Score -1058539 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1058597.875000 Penalty: 4436.043945
	Iteration 19Q: 3 clusters Score -1058598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1058630.750000 Penalty: 4436.043945
	Iteration 20F: 3 clusters Score -1058631 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1058648.875000 Penalty: 4436.043945
	Iteration 21Q: 3 clusters Score -1058649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1058654.875000 Penalty: 4436.043945
	Iteration 22Q: 3 clusters Score -1058655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1058669.250000 Penalty: 4436.043945
	Iteration 23Q: 3 clusters Score -1058669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1058677.875000 Penalty: 4436.043945
	Iteration 24Q: 3 clusters Score -1058678 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1058691.750000 Penalty: 4436.043945
	Iteration 25Q: 3 clusters Score -1058692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1058700.125000 Penalty: 4436.043945
	Iteration 26Q: 3 clusters Score -1058700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1058709.125000 Penalty: 4436.043945
	Iteration 27Q: 3 clusters Score -1058709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1058710.125000 Penalty: 4436.043945
	Iteration 28Q: 3 clusters Score -1058710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1058711.500000 Penalty: 4436.043945
	Iteration 29Q: 3 clusters Score -1058712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1058713.000000 Penalty: 4436.043945
	Iteration 30Q: 3 clusters Score -1058713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1058716.000000 Penalty: 4436.043945
	Iteration 31Q: 3 clusters Score -1058716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1058716.500000 Penalty: 4436.043945
	Iteration 32Q: 3 clusters Score -1058716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1058716.500000 Penalty: 4436.043945
	Iteration 33Q: 3 clusters Score -1058716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1058716.750000 Penalty: 4436.043945
	Iteration 34Q: 3 clusters Score -1058717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1058718.000000 Penalty: 4436.043945
	Iteration 35Q: 3 clusters Score -1058718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1058717.250000 Penalty: 4436.043945
	Iteration 36Q: 3 clusters Score -1058717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1058717.750000 Penalty: 4436.043945
	Iteration 37Q: 3 clusters Score -1058718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1058717.750000 Penalty: 4436.043945
	Iteration 38F: 3 clusters Score -1058718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (174270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174270 members 
Entering Unmasked Estep 
Score: -23808838.000000 Penalty: 2992.953613
	Iteration 0F: 2 clusters Score -2.380884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87103 members 
Mstep: Class 2 contains 87167 members 
Entering Unmasked Estep 
Score: -23696796.000000 Penalty: 5985.907227
	Iteration 0F: 3 clusters Score -2.36968e+07 nChanged 83910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86577 members 
Mstep: Class 2 contains 87693 members 
Entering Unmasked Estep 
Score: -23745810.000000 Penalty: 5985.907227
	Iteration 1F: 3 clusters Score -2.374581e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 87791 members 
Entering Unmasked Estep 
Score: -23747476.000000 Penalty: 5985.907227
	Iteration 2Q: 3 clusters Score -2.374748e+07 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 87822 members 
Entering Unmasked Estep 
Score: -23749640.000000 Penalty: 5985.907227
	Iteration 3Q: 3 clusters Score -2.374964e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86609 members 
Mstep: Class 2 contains 87661 members 
Entering Unmasked Estep 
Score: -23752812.000000 Penalty: 5985.907227
	Iteration 4Q: 3 clusters Score -2.375281e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86818 members 
Mstep: Class 2 contains 87452 members 
Entering Unmasked Estep 
Score: -23757248.000000 Penalty: 5985.907227
	Iteration 5F: 3 clusters Score -2.375725e+07 nChanged 10086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 87456 members 
Entering Unmasked Estep 
Score: -23762838.000000 Penalty: 5985.907227
	Iteration 6F: 3 clusters Score -2.376284e+07 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86562 members 
Mstep: Class 2 contains 87708 members 
Entering Unmasked Estep 
Score: -23768730.000000 Penalty: 5985.907227
	Iteration 7F: 3 clusters Score -2.376873e+07 nChanged 10283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -23774102.000000 Penalty: 5985.907227
	Iteration 8F: 3 clusters Score -2.37741e+07 nChanged 8933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 89312 members 
Entering Unmasked Estep 
Score: -23778108.000000 Penalty: 5985.907227
	Iteration 9F: 3 clusters Score -2.377811e+07 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83755 members 
Mstep: Class 2 contains 90515 members 
Entering Unmasked Estep 
Score: -23780780.000000 Penalty: 5985.907227
	Iteration 10Q: 3 clusters Score -2.378078e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82501 members 
Mstep: Class 2 contains 91769 members 
Entering Unmasked Estep 
Score: -23782548.000000 Penalty: 5985.907227
	Iteration 11Q: 3 clusters Score -2.378255e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81389 members 
Mstep: Class 2 contains 92881 members 
Entering Unmasked Estep 
Score: -23783558.000000 Penalty: 5985.907227
	Iteration 12Q: 3 clusters Score -2.378356e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 93793 members 
Entering Unmasked Estep 
Score: -23784328.000000 Penalty: 5985.907227
	Iteration 13Q: 3 clusters Score -2.378433e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79758 members 
Mstep: Class 2 contains 94512 members 
Entering Unmasked Estep 
Score: -23784938.000000 Penalty: 5985.907227
	Iteration 14Q: 3 clusters Score -2.378494e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79230 members 
Mstep: Class 2 contains 95040 members 
Entering Unmasked Estep 
Score: -23785614.000000 Penalty: 5985.907227
	Iteration 15Q: 3 clusters Score -2.378561e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78924 members 
Mstep: Class 2 contains 95346 members 
Entering Unmasked Estep 
Score: -23786150.000000 Penalty: 5985.907227
	Iteration 16Q: 3 clusters Score -2.378615e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Mstep: Class 2 contains 95440 members 
Entering Unmasked Estep 
Score: -23786848.000000 Penalty: 5985.907227
	Iteration 17Q: 3 clusters Score -2.378685e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 95250 members 
Entering Unmasked Estep 
Score: -23787488.000000 Penalty: 5985.907227
	Iteration 18Q: 3 clusters Score -2.378749e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79498 members 
Mstep: Class 2 contains 94772 members 
Entering Unmasked Estep 
Score: -23788108.000000 Penalty: 5985.907227
	Iteration 19Q: 3 clusters Score -2.378811e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -23788758.000000 Penalty: 5985.907227
	Iteration 20F: 3 clusters Score -2.378876e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81141 members 
Mstep: Class 2 contains 93129 members 
Entering Unmasked Estep 
Score: -23789120.000000 Penalty: 5985.907227
	Iteration 21Q: 3 clusters Score -2.378912e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82284 members 
Mstep: Class 2 contains 91986 members 
Entering Unmasked Estep 
Score: -23789610.000000 Penalty: 5985.907227
	Iteration 22Q: 3 clusters Score -2.378961e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83591 members 
Mstep: Class 2 contains 90679 members 
Entering Unmasked Estep 
Score: -23790130.000000 Penalty: 5985.907227
	Iteration 23Q: 3 clusters Score -2.379013e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85110 members 
Mstep: Class 2 contains 89160 members 
Entering Unmasked Estep 
Score: -23790698.000000 Penalty: 5985.907227
	Iteration 24Q: 3 clusters Score -2.37907e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86771 members 
Mstep: Class 2 contains 87499 members 
Entering Unmasked Estep 
Score: -23791170.000000 Penalty: 5985.907227
	Iteration 25Q: 3 clusters Score -2.379117e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 85769 members 
Entering Unmasked Estep 
Score: -23791768.000000 Penalty: 5985.907227
	Iteration 26Q: 3 clusters Score -2.379177e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -23792128.000000 Penalty: 5985.907227
	Iteration 27Q: 3 clusters Score -2.379213e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92281 members 
Mstep: Class 2 contains 81989 members 
Entering Unmasked Estep 
Score: -23792678.000000 Penalty: 5985.907227
	Iteration 28Q: 3 clusters Score -2.379268e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94354 members 
Mstep: Class 2 contains 79916 members 
Entering Unmasked Estep 
Score: -23793124.000000 Penalty: 5985.907227
	Iteration 29Q: 3 clusters Score -2.379312e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96464 members 
Mstep: Class 2 contains 77806 members 
Entering Unmasked Estep 
Score: -23793526.000000 Penalty: 5985.907227
	Iteration 30Q: 3 clusters Score -2.379353e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98668 members 
Mstep: Class 2 contains 75602 members 
Entering Unmasked Estep 
Score: -23794086.000000 Penalty: 5985.907227
	Iteration 31Q: 3 clusters Score -2.379409e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100972 members 
Mstep: Class 2 contains 73298 members 
Entering Unmasked Estep 
Score: -23794688.000000 Penalty: 5985.907227
	Iteration 32Q: 3 clusters Score -2.379469e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103400 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
Score: -23795248.000000 Penalty: 5985.907227
	Iteration 33Q: 3 clusters Score -2.379525e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105815 members 
Mstep: Class 2 contains 68455 members 
Entering Unmasked Estep 
Score: -23795678.000000 Penalty: 5985.907227
	Iteration 34Q: 3 clusters Score -2.379568e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108348 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -23796418.000000 Penalty: 5985.907227
	Iteration 35Q: 3 clusters Score -2.379642e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110881 members 
Mstep: Class 2 contains 63389 members 
Entering Unmasked Estep 
Score: -23797152.000000 Penalty: 5985.907227
	Iteration 36Q: 3 clusters Score -2.379715e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113462 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -23797824.000000 Penalty: 5985.907227
	Iteration 37Q: 3 clusters Score -2.379782e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116023 members 
Mstep: Class 2 contains 58247 members 
Entering Unmasked Estep 
Score: -23798616.000000 Penalty: 5985.907227
	Iteration 38Q: 3 clusters Score -2.379862e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118713 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -23799402.000000 Penalty: 5985.907227
	Iteration 39Q: 3 clusters Score -2.37994e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121420 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -23800326.000000 Penalty: 5985.907227
	Iteration 40F: 3 clusters Score -2.380033e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124125 members 
Mstep: Class 2 contains 50145 members 
Entering Unmasked Estep 
Score: -23801224.000000 Penalty: 5985.907227
	Iteration 41Q: 3 clusters Score -2.380122e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126806 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -23802006.000000 Penalty: 5985.907227
	Iteration 42Q: 3 clusters Score -2.380201e+07 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129404 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -23802924.000000 Penalty: 5985.907227
	Iteration 43Q: 3 clusters Score -2.380292e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131878 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -23803864.000000 Penalty: 5985.907227
	Iteration 44Q: 3 clusters Score -2.380386e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134268 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -23804706.000000 Penalty: 5985.907227
	Iteration 45Q: 3 clusters Score -2.380471e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136511 members 
Mstep: Class 2 contains 37759 members 
Entering Unmasked Estep 
Score: -23805622.000000 Penalty: 5985.907227
	Iteration 46Q: 3 clusters Score -2.380562e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138534 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -23806176.000000 Penalty: 5985.907227
	Iteration 47Q: 3 clusters Score -2.380618e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140361 members 
Mstep: Class 2 contains 33909 members 
Entering Unmasked Estep 
Score: -23806614.000000 Penalty: 5985.907227
	Iteration 48Q: 3 clusters Score -2.380661e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141994 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -23806994.000000 Penalty: 5985.907227
	Iteration 49Q: 3 clusters Score -2.380699e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143467 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -23807246.000000 Penalty: 5985.907227
	Iteration 50Q: 3 clusters Score -2.380725e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144851 members 
Mstep: Class 2 contains 29419 members 
Entering Unmasked Estep 
Score: -23807456.000000 Penalty: 5985.907227
	Iteration 51Q: 3 clusters Score -2.380746e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146132 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -23807626.000000 Penalty: 5985.907227
	Iteration 52Q: 3 clusters Score -2.380763e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147257 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -23807746.000000 Penalty: 5985.907227
	Iteration 53Q: 3 clusters Score -2.380775e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148268 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -23807836.000000 Penalty: 5985.907227
	Iteration 54Q: 3 clusters Score -2.380784e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149184 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -23807912.000000 Penalty: 5985.907227
	Iteration 55Q: 3 clusters Score -2.380791e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149994 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -23807936.000000 Penalty: 5985.907227
	Iteration 56Q: 3 clusters Score -2.380794e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150717 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -23808042.000000 Penalty: 5985.907227
	Iteration 57Q: 3 clusters Score -2.380804e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151389 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -23808036.000000 Penalty: 5985.907227
	Iteration 58Q: 3 clusters Score -2.380804e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152037 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -23808038.000000 Penalty: 5985.907227
	Iteration 59Q: 3 clusters Score -2.380804e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152621 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -23808006.000000 Penalty: 5985.907227
	Iteration 60F: 3 clusters Score -2.380801e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153172 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -23808010.000000 Penalty: 5985.907227
	Iteration 61Q: 3 clusters Score -2.380801e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153706 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -23808000.000000 Penalty: 5985.907227
	Iteration 62Q: 3 clusters Score -2.3808e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154209 members 
Mstep: Class 2 contains 20061 members 
Entering Unmasked Estep 
Score: -23808058.000000 Penalty: 5985.907227
	Iteration 63Q: 3 clusters Score -2.380806e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154656 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -23808232.000000 Penalty: 5985.907227
	Iteration 64Q: 3 clusters Score -2.380823e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155071 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -23808206.000000 Penalty: 5985.907227
	Iteration 65Q: 3 clusters Score -2.380821e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155478 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -23808276.000000 Penalty: 5985.907227
	Iteration 66Q: 3 clusters Score -2.380828e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155833 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -23808252.000000 Penalty: 5985.907227
	Iteration 67Q: 3 clusters Score -2.380825e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156178 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -23808270.000000 Penalty: 5985.907227
	Iteration 68Q: 3 clusters Score -2.380827e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156500 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -23808288.000000 Penalty: 5985.907227
	Iteration 69Q: 3 clusters Score -2.380829e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156790 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -23808268.000000 Penalty: 5985.907227
	Iteration 70Q: 3 clusters Score -2.380827e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157059 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -23808286.000000 Penalty: 5985.907227
	Iteration 71Q: 3 clusters Score -2.380829e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157285 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -23808276.000000 Penalty: 5985.907227
	Iteration 72Q: 3 clusters Score -2.380828e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157476 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -23808276.000000 Penalty: 5985.907227
	Iteration 73Q: 3 clusters Score -2.380828e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157672 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -23808292.000000 Penalty: 5985.907227
	Iteration 74Q: 3 clusters Score -2.380829e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157853 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -23808284.000000 Penalty: 5985.907227
	Iteration 75Q: 3 clusters Score -2.380828e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158045 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -23808270.000000 Penalty: 5985.907227
	Iteration 76Q: 3 clusters Score -2.380827e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158261 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -23808302.000000 Penalty: 5985.907227
	Iteration 77Q: 3 clusters Score -2.38083e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158469 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -23808320.000000 Penalty: 5985.907227
	Iteration 78Q: 3 clusters Score -2.380832e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158682 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -23808350.000000 Penalty: 5985.907227
	Iteration 79Q: 3 clusters Score -2.380835e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158879 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -23808386.000000 Penalty: 5985.907227
	Iteration 80F: 3 clusters Score -2.380839e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159037 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -23808336.000000 Penalty: 5985.907227
	Iteration 81Q: 3 clusters Score -2.380834e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159225 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -23808324.000000 Penalty: 5985.907227
	Iteration 82Q: 3 clusters Score -2.380832e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159397 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -23808342.000000 Penalty: 5985.907227
	Iteration 83Q: 3 clusters Score -2.380834e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159559 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -23808328.000000 Penalty: 5985.907227
	Iteration 84Q: 3 clusters Score -2.380833e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159719 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -23808316.000000 Penalty: 5985.907227
	Iteration 85Q: 3 clusters Score -2.380832e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159868 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -23808324.000000 Penalty: 5985.907227
	Iteration 86Q: 3 clusters Score -2.380832e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160002 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -23808308.000000 Penalty: 5985.907227
	Iteration 87Q: 3 clusters Score -2.380831e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160132 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -23808340.000000 Penalty: 5985.907227
	Iteration 88Q: 3 clusters Score -2.380834e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160288 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -23808290.000000 Penalty: 5985.907227
	Iteration 89Q: 3 clusters Score -2.380829e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160451 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -23808266.000000 Penalty: 5985.907227
	Iteration 90Q: 3 clusters Score -2.380827e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160619 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -23808294.000000 Penalty: 5985.907227
	Iteration 91Q: 3 clusters Score -2.380829e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160793 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -23808280.000000 Penalty: 5985.907227
	Iteration 92Q: 3 clusters Score -2.380828e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160963 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -23808318.000000 Penalty: 5985.907227
	Iteration 93Q: 3 clusters Score -2.380832e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161142 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -23808324.000000 Penalty: 5985.907227
	Iteration 94Q: 3 clusters Score -2.380832e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161324 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -23808322.000000 Penalty: 5985.907227
	Iteration 95Q: 3 clusters Score -2.380832e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161511 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -23808352.000000 Penalty: 5985.907227
	Iteration 96Q: 3 clusters Score -2.380835e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161690 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -23808362.000000 Penalty: 5985.907227
	Iteration 97Q: 3 clusters Score -2.380836e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161861 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -23808360.000000 Penalty: 5985.907227
	Iteration 98Q: 3 clusters Score -2.380836e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162031 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -23808340.000000 Penalty: 5985.907227
	Iteration 99Q: 3 clusters Score -2.380834e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162191 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -23808346.000000 Penalty: 5985.907227
	Iteration 100F: 3 clusters Score -2.380835e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162353 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -23808374.000000 Penalty: 5985.907227
	Iteration 101Q: 3 clusters Score -2.380837e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162486 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -23808368.000000 Penalty: 5985.907227
	Iteration 102Q: 3 clusters Score -2.380837e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162608 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -23808346.000000 Penalty: 5985.907227
	Iteration 103Q: 3 clusters Score -2.380835e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162733 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -23808318.000000 Penalty: 5985.907227
	Iteration 104Q: 3 clusters Score -2.380832e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162855 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -23808336.000000 Penalty: 5985.907227
	Iteration 105Q: 3 clusters Score -2.380834e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162971 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -23808378.000000 Penalty: 5985.907227
	Iteration 106Q: 3 clusters Score -2.380838e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163079 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -23808386.000000 Penalty: 5985.907227
	Iteration 107Q: 3 clusters Score -2.380839e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163172 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -23808366.000000 Penalty: 5985.907227
	Iteration 108Q: 3 clusters Score -2.380837e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163266 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -23808394.000000 Penalty: 5985.907227
	Iteration 109Q: 3 clusters Score -2.380839e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -23808384.000000 Penalty: 5985.907227
	Iteration 110Q: 3 clusters Score -2.380838e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163464 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -23808432.000000 Penalty: 5985.907227
	Iteration 111Q: 3 clusters Score -2.380843e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -23808436.000000 Penalty: 5985.907227
	Iteration 112Q: 3 clusters Score -2.380844e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163657 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -23808450.000000 Penalty: 5985.907227
	Iteration 113Q: 3 clusters Score -2.380845e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163741 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -23808438.000000 Penalty: 5985.907227
	Iteration 114Q: 3 clusters Score -2.380844e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163822 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -23808422.000000 Penalty: 5985.907227
	Iteration 115Q: 3 clusters Score -2.380842e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163909 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -23808396.000000 Penalty: 5985.907227
	Iteration 116Q: 3 clusters Score -2.38084e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163982 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -23808414.000000 Penalty: 5985.907227
	Iteration 117Q: 3 clusters Score -2.380841e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164055 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -23808436.000000 Penalty: 5985.907227
	Iteration 118Q: 3 clusters Score -2.380844e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164134 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -23808432.000000 Penalty: 5985.907227
	Iteration 119Q: 3 clusters Score -2.380843e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -23808414.000000 Penalty: 5985.907227
	Iteration 120F: 3 clusters Score -2.380841e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164283 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -23808406.000000 Penalty: 5985.907227
	Iteration 121Q: 3 clusters Score -2.380841e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164345 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -23808406.000000 Penalty: 5985.907227
	Iteration 122Q: 3 clusters Score -2.380841e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164397 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -23808388.000000 Penalty: 5985.907227
	Iteration 123Q: 3 clusters Score -2.380839e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164450 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -23808382.000000 Penalty: 5985.907227
	Iteration 124Q: 3 clusters Score -2.380838e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164503 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -23808368.000000 Penalty: 5985.907227
	Iteration 125Q: 3 clusters Score -2.380837e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164569 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -23808386.000000 Penalty: 5985.907227
	Iteration 126Q: 3 clusters Score -2.380839e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164625 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -23808370.000000 Penalty: 5985.907227
	Iteration 127Q: 3 clusters Score -2.380837e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164698 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -23808358.000000 Penalty: 5985.907227
	Iteration 128Q: 3 clusters Score -2.380836e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164767 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -23808392.000000 Penalty: 5985.907227
	Iteration 129Q: 3 clusters Score -2.380839e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164826 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -23808430.000000 Penalty: 5985.907227
	Iteration 130Q: 3 clusters Score -2.380843e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164892 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -23808446.000000 Penalty: 5985.907227
	Iteration 131Q: 3 clusters Score -2.380845e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164959 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -23808496.000000 Penalty: 5985.907227
	Iteration 132Q: 3 clusters Score -2.38085e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165014 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -23808476.000000 Penalty: 5985.907227
	Iteration 133Q: 3 clusters Score -2.380848e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165063 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -23808464.000000 Penalty: 5985.907227
	Iteration 134Q: 3 clusters Score -2.380846e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165119 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -23808452.000000 Penalty: 5985.907227
	Iteration 135Q: 3 clusters Score -2.380845e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165178 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -23808458.000000 Penalty: 5985.907227
	Iteration 136Q: 3 clusters Score -2.380846e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165238 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -23808436.000000 Penalty: 5985.907227
	Iteration 137Q: 3 clusters Score -2.380844e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165279 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -23808474.000000 Penalty: 5985.907227
	Iteration 138Q: 3 clusters Score -2.380847e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165323 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -23808476.000000 Penalty: 5985.907227
	Iteration 139Q: 3 clusters Score -2.380848e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165381 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -23808422.000000 Penalty: 5985.907227
	Iteration 140F: 3 clusters Score -2.380842e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165435 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -23808424.000000 Penalty: 5985.907227
	Iteration 141Q: 3 clusters Score -2.380842e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165487 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -23808420.000000 Penalty: 5985.907227
	Iteration 142Q: 3 clusters Score -2.380842e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165524 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -23808420.000000 Penalty: 5985.907227
	Iteration 143Q: 3 clusters Score -2.380842e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165563 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -23808428.000000 Penalty: 5985.907227
	Iteration 144Q: 3 clusters Score -2.380843e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165593 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -23808436.000000 Penalty: 5985.907227
	Iteration 145Q: 3 clusters Score -2.380844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165618 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -23808414.000000 Penalty: 5985.907227
	Iteration 146Q: 3 clusters Score -2.380841e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165641 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -23808434.000000 Penalty: 5985.907227
	Iteration 147Q: 3 clusters Score -2.380843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165660 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -23808422.000000 Penalty: 5985.907227
	Iteration 148Q: 3 clusters Score -2.380842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165687 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -23808404.000000 Penalty: 5985.907227
	Iteration 149Q: 3 clusters Score -2.38084e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165708 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -23808420.000000 Penalty: 5985.907227
	Iteration 150Q: 3 clusters Score -2.380842e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165730 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -23808420.000000 Penalty: 5985.907227
	Iteration 151Q: 3 clusters Score -2.380842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165750 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -23808438.000000 Penalty: 5985.907227
	Iteration 152Q: 3 clusters Score -2.380844e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165776 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -23808472.000000 Penalty: 5985.907227
	Iteration 153Q: 3 clusters Score -2.380847e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165800 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -23808450.000000 Penalty: 5985.907227
	Iteration 154Q: 3 clusters Score -2.380845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165816 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -23808426.000000 Penalty: 5985.907227
	Iteration 155Q: 3 clusters Score -2.380843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165822 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -23808430.000000 Penalty: 5985.907227
	Iteration 156Q: 3 clusters Score -2.380843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165830 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -23808426.000000 Penalty: 5985.907227
	Iteration 157Q: 3 clusters Score -2.380843e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165841 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -23808404.000000 Penalty: 5985.907227
	Iteration 158Q: 3 clusters Score -2.38084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165844 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -23808412.000000 Penalty: 5985.907227
	Iteration 159Q: 3 clusters Score -2.380841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165845 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -23808410.000000 Penalty: 5985.907227
	Iteration 160F: 3 clusters Score -2.380841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165848 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -23808412.000000 Penalty: 5985.907227
	Iteration 161Q: 3 clusters Score -2.380841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165850 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -23808420.000000 Penalty: 5985.907227
	Iteration 162Q: 3 clusters Score -2.380842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165853 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -23808418.000000 Penalty: 5985.907227
	Iteration 163Q: 3 clusters Score -2.380842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165857 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -23808414.000000 Penalty: 5985.907227
	Iteration 164Q: 3 clusters Score -2.380841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165857 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -23808414.000000 Penalty: 5985.907227
	Iteration 165F: 3 clusters Score -2.380841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Entering Unmasked Estep 
Score: -4745894.000000 Penalty: 2595.882080
	Iteration 0F: 2 clusters Score -4745894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -4722003.500000 Penalty: 5191.764160
	Iteration 0F: 3 clusters Score -4722004 nChanged 15870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -4730801.000000 Penalty: 5191.764160
	Iteration 1F: 3 clusters Score -4730801 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -4731708.000000 Penalty: 5191.764160
	Iteration 2F: 3 clusters Score -4731708 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -4732808.000000 Penalty: 5191.764160
	Iteration 3F: 3 clusters Score -4732808 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
Score: -4734337.500000 Penalty: 5191.764160
	Iteration 4F: 3 clusters Score -4734338 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -4736191.000000 Penalty: 5191.764160
	Iteration 5F: 3 clusters Score -4736191 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 27845 members 
Entering Unmasked Estep 
Score: -4738224.500000 Penalty: 5191.764160
	Iteration 6F: 3 clusters Score -4738224 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -4740212.000000 Penalty: 5191.764160
	Iteration 7F: 3 clusters Score -4740212 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 31388 members 
Entering Unmasked Estep 
Score: -4741993.500000 Penalty: 5191.764160
	Iteration 8Q: 3 clusters Score -4741994 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -4743305.000000 Penalty: 5191.764160
	Iteration 9Q: 3 clusters Score -4743305 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -4744100.000000 Penalty: 5191.764160
	Iteration 10Q: 3 clusters Score -4744100 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 32816 members 
Entering Unmasked Estep 
Score: -4744388.500000 Penalty: 5191.764160
	Iteration 11Q: 3 clusters Score -4744388 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -4744474.000000 Penalty: 5191.764160
	Iteration 12Q: 3 clusters Score -4744474 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -4744527.000000 Penalty: 5191.764160
	Iteration 13Q: 3 clusters Score -4744527 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -4744546.500000 Penalty: 5191.764160
	Iteration 14Q: 3 clusters Score -4744546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
Score: -4744554.000000 Penalty: 5191.764160
	Iteration 15Q: 3 clusters Score -4744554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -4744561.500000 Penalty: 5191.764160
	Iteration 16Q: 3 clusters Score -4744562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -4744564.500000 Penalty: 5191.764160
	Iteration 17Q: 3 clusters Score -4744564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4744565.500000 Penalty: 5191.764160
	Iteration 18Q: 3 clusters Score -4744566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4744572.500000 Penalty: 5191.764160
	Iteration 19Q: 3 clusters Score -4744572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -4744575.500000 Penalty: 5191.764160
	Iteration 20F: 3 clusters Score -4744576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -4744579.000000 Penalty: 5191.764160
	Iteration 21Q: 3 clusters Score -4744579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -4744577.500000 Penalty: 5191.764160
	Iteration 22Q: 3 clusters Score -4744578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -4744579.500000 Penalty: 5191.764160
	Iteration 23Q: 3 clusters Score -4744580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -4744580.500000 Penalty: 5191.764160
	Iteration 24Q: 3 clusters Score -4744580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -4744593.500000 Penalty: 5191.764160
	Iteration 25Q: 3 clusters Score -4744594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -4744592.500000 Penalty: 5191.764160
	Iteration 26Q: 3 clusters Score -4744592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -4744592.000000 Penalty: 5191.764160
	Iteration 27Q: 3 clusters Score -4744592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -4744591.500000 Penalty: 5191.764160
	Iteration 28Q: 3 clusters Score -4744592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -4744591.500000 Penalty: 5191.764160
	Iteration 29F: 3 clusters Score -4744592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Entering Unmasked Estep 
Score: -1099966.250000 Penalty: 2245.633301
	Iteration 0F: 2 clusters Score -1099966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1093225.875000 Penalty: 4491.266602
	Iteration 0F: 3 clusters Score -1093226 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1095324.750000 Penalty: 4491.266602
	Iteration 1F: 3 clusters Score -1095325 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1095936.250000 Penalty: 4491.266602
	Iteration 2F: 3 clusters Score -1095936 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1096463.625000 Penalty: 4491.266602
	Iteration 3F: 3 clusters Score -1096464 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1096828.375000 Penalty: 4491.266602
	Iteration 4F: 3 clusters Score -1096828 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1097078.250000 Penalty: 4491.266602
	Iteration 5F: 3 clusters Score -1097078 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1097289.875000 Penalty: 4491.266602
	Iteration 6Q: 3 clusters Score -1097290 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1097490.750000 Penalty: 4491.266602
	Iteration 7Q: 3 clusters Score -1097491 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1097699.375000 Penalty: 4491.266602
	Iteration 8Q: 3 clusters Score -1097699 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1097898.875000 Penalty: 4491.266602
	Iteration 9Q: 3 clusters Score -1097899 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1098077.750000 Penalty: 4491.266602
	Iteration 10Q: 3 clusters Score -1098078 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1098257.750000 Penalty: 4491.266602
	Iteration 11Q: 3 clusters Score -1098258 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1098426.000000 Penalty: 4491.266602
	Iteration 12Q: 3 clusters Score -1098426 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1098575.500000 Penalty: 4491.266602
	Iteration 13Q: 3 clusters Score -1098576 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1098733.500000 Penalty: 4491.266602
	Iteration 14Q: 3 clusters Score -1098734 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1098880.625000 Penalty: 4491.266602
	Iteration 15Q: 3 clusters Score -1098881 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1098963.750000 Penalty: 4491.266602
	Iteration 16Q: 3 clusters Score -1098964 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1099012.875000 Penalty: 4491.266602
	Iteration 17Q: 3 clusters Score -1099013 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1099057.250000 Penalty: 4491.266602
	Iteration 18Q: 3 clusters Score -1099057 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1099097.875000 Penalty: 4491.266602
	Iteration 19Q: 3 clusters Score -1099098 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1099128.250000 Penalty: 4491.266602
	Iteration 20F: 3 clusters Score -1099128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1099142.500000 Penalty: 4491.266602
	Iteration 21Q: 3 clusters Score -1099142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1099151.875000 Penalty: 4491.266602
	Iteration 22Q: 3 clusters Score -1099152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1099159.250000 Penalty: 4491.266602
	Iteration 23Q: 3 clusters Score -1099159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1099172.125000 Penalty: 4491.266602
	Iteration 24Q: 3 clusters Score -1099172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1099177.750000 Penalty: 4491.266602
	Iteration 25Q: 3 clusters Score -1099178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1099183.250000 Penalty: 4491.266602
	Iteration 26Q: 3 clusters Score -1099183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1099186.375000 Penalty: 4491.266602
	Iteration 27Q: 3 clusters Score -1099186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1099187.000000 Penalty: 4491.266602
	Iteration 28Q: 3 clusters Score -1099187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1099185.125000 Penalty: 4491.266602
	Iteration 29Q: 3 clusters Score -1099185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1099185.750000 Penalty: 4491.266602
	Iteration 30Q: 3 clusters Score -1099186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1099185.000000 Penalty: 4491.266602
	Iteration 31Q: 3 clusters Score -1099185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1099184.500000 Penalty: 4491.266602
	Iteration 32Q: 3 clusters Score -1099184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1099184.625000 Penalty: 4491.266602
	Iteration 33Q: 3 clusters Score -1099185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1099187.000000 Penalty: 4491.266602
	Iteration 34Q: 3 clusters Score -1099187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1099187.000000 Penalty: 4491.266602
	Iteration 35F: 3 clusters Score -1099187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -26987.132812 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -26987.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -25881.246094 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -25881.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26169.781250 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -26169.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -26364.332031 Penalty: 2742.596680
	Iteration 2F: 3 clusters Score -26364.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -26424.515625 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -26424.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -26490.841797 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -26490.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -26595.884766 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -26595.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -26595.884766 Penalty: 2742.596680
	Iteration 6F: 3 clusters Score -26595.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (53013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Entering Unmasked Estep 
Score: -7306016.500000 Penalty: 2697.816406
	Iteration 0F: 2 clusters Score -7306016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -7270315.000000 Penalty: 5395.632812
	Iteration 0F: 3 clusters Score -7270315 nChanged 24507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -7283734.500000 Penalty: 5395.632812
	Iteration 1F: 3 clusters Score -7283734 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -7284204.500000 Penalty: 5395.632812
	Iteration 2Q: 3 clusters Score -7284204 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 27611 members 
Entering Unmasked Estep 
Score: -7284684.500000 Penalty: 5395.632812
	Iteration 3Q: 3 clusters Score -7284684 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -7285112.000000 Penalty: 5395.632812
	Iteration 4Q: 3 clusters Score -7285112 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -7285646.000000 Penalty: 5395.632812
	Iteration 5Q: 3 clusters Score -7285646 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -7286392.500000 Penalty: 5395.632812
	Iteration 6Q: 3 clusters Score -7286392 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -7287472.500000 Penalty: 5395.632812
	Iteration 7Q: 3 clusters Score -7287472 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -7289102.500000 Penalty: 5395.632812
	Iteration 8F: 3 clusters Score -7289102 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -7291173.500000 Penalty: 5395.632812
	Iteration 9F: 3 clusters Score -7291174 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -7293584.500000 Penalty: 5395.632812
	Iteration 10F: 3 clusters Score -7293584 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -7295934.500000 Penalty: 5395.632812
	Iteration 11F: 3 clusters Score -7295934 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -7298030.000000 Penalty: 5395.632812
	Iteration 12F: 3 clusters Score -7298030 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -7299843.000000 Penalty: 5395.632812
	Iteration 13Q: 3 clusters Score -7299843 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -7301424.500000 Penalty: 5395.632812
	Iteration 14Q: 3 clusters Score -7301424 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -7302383.500000 Penalty: 5395.632812
	Iteration 15Q: 3 clusters Score -7302384 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -7302885.000000 Penalty: 5395.632812
	Iteration 16Q: 3 clusters Score -7302885 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -7303167.000000 Penalty: 5395.632812
	Iteration 17Q: 3 clusters Score -7303167 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 51483 members 
Entering Unmasked Estep 
Score: -7303327.000000 Penalty: 5395.632812
	Iteration 18Q: 3 clusters Score -7303327 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 51679 members 
Entering Unmasked Estep 
Score: -7303441.500000 Penalty: 5395.632812
	Iteration 19Q: 3 clusters Score -7303442 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 51818 members 
Entering Unmasked Estep 
Score: -7303511.000000 Penalty: 5395.632812
	Iteration 20F: 3 clusters Score -7303511 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -7303560.000000 Penalty: 5395.632812
	Iteration 21Q: 3 clusters Score -7303560 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 51992 members 
Entering Unmasked Estep 
Score: -7303601.500000 Penalty: 5395.632812
	Iteration 22Q: 3 clusters Score -7303602 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -7303639.000000 Penalty: 5395.632812
	Iteration 23Q: 3 clusters Score -7303639 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -7303649.000000 Penalty: 5395.632812
	Iteration 24Q: 3 clusters Score -7303649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -7303659.000000 Penalty: 5395.632812
	Iteration 25Q: 3 clusters Score -7303659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -7303671.500000 Penalty: 5395.632812
	Iteration 26Q: 3 clusters Score -7303672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -7303673.500000 Penalty: 5395.632812
	Iteration 27Q: 3 clusters Score -7303674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -7303685.500000 Penalty: 5395.632812
	Iteration 28Q: 3 clusters Score -7303686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 52180 members 
Entering Unmasked Estep 
Score: -7303692.500000 Penalty: 5395.632812
	Iteration 29Q: 3 clusters Score -7303692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
Score: -7303695.500000 Penalty: 5395.632812
	Iteration 30Q: 3 clusters Score -7303696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -7303695.500000 Penalty: 5395.632812
	Iteration 31Q: 3 clusters Score -7303696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -7303694.000000 Penalty: 5395.632812
	Iteration 32Q: 3 clusters Score -7303694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 52222 members 
Entering Unmasked Estep 
Score: -7303691.500000 Penalty: 5395.632812
	Iteration 33Q: 3 clusters Score -7303692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -7303684.000000 Penalty: 5395.632812
	Iteration 34Q: 3 clusters Score -7303684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 52235 members 
Entering Unmasked Estep 
Score: -7303687.000000 Penalty: 5395.632812
	Iteration 35Q: 3 clusters Score -7303687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 52238 members 
Entering Unmasked Estep 
Score: -7303687.000000 Penalty: 5395.632812
	Iteration 36Q: 3 clusters Score -7303687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -7303693.000000 Penalty: 5395.632812
	Iteration 37Q: 3 clusters Score -7303693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -7303693.500000 Penalty: 5395.632812
	Iteration 38Q: 3 clusters Score -7303694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 52257 members 
Entering Unmasked Estep 
Score: -7303691.000000 Penalty: 5395.632812
	Iteration 39Q: 3 clusters Score -7303691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -7303698.500000 Penalty: 5395.632812
	Iteration 40F: 3 clusters Score -7303698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 52269 members 
Entering Unmasked Estep 
Score: -7303705.000000 Penalty: 5395.632812
	Iteration 41Q: 3 clusters Score -7303705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 52273 members 
Entering Unmasked Estep 
Score: -7303708.500000 Penalty: 5395.632812
	Iteration 42Q: 3 clusters Score -7303708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 52276 members 
Entering Unmasked Estep 
Score: -7303709.000000 Penalty: 5395.632812
	Iteration 43Q: 3 clusters Score -7303709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 52279 members 
Entering Unmasked Estep 
Score: -7303705.500000 Penalty: 5395.632812
	Iteration 44Q: 3 clusters Score -7303706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -7303713.000000 Penalty: 5395.632812
	Iteration 45Q: 3 clusters Score -7303713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -7303711.500000 Penalty: 5395.632812
	Iteration 46Q: 3 clusters Score -7303712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -7303711.000000 Penalty: 5395.632812
	Iteration 47Q: 3 clusters Score -7303711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -7303712.000000 Penalty: 5395.632812
	Iteration 48Q: 3 clusters Score -7303712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -7303712.000000 Penalty: 5395.632812
	Iteration 49F: 3 clusters Score -7303712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (67537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67537 members 
Entering Unmasked Estep 
Score: -9376190.000000 Penalty: 2757.866943
	Iteration 0F: 2 clusters Score -9376190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -9331117.000000 Penalty: 5515.733887
	Iteration 0F: 3 clusters Score -9331117 nChanged 31445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -9349188.000000 Penalty: 5515.733887
	Iteration 1F: 3 clusters Score -9349188 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -9350056.000000 Penalty: 5515.733887
	Iteration 2Q: 3 clusters Score -9350056 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -9350997.000000 Penalty: 5515.733887
	Iteration 3Q: 3 clusters Score -9350997 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -9352091.000000 Penalty: 5515.733887
	Iteration 4Q: 3 clusters Score -9352091 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -9353336.000000 Penalty: 5515.733887
	Iteration 5Q: 3 clusters Score -9353336 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -9355088.000000 Penalty: 5515.733887
	Iteration 6Q: 3 clusters Score -9355088 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -9357160.000000 Penalty: 5515.733887
	Iteration 7F: 3 clusters Score -9357160 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -9360047.000000 Penalty: 5515.733887
	Iteration 8F: 3 clusters Score -9360047 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 29961 members 
Entering Unmasked Estep 
Score: -9363129.000000 Penalty: 5515.733887
	Iteration 9F: 3 clusters Score -9363129 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
Score: -9365714.000000 Penalty: 5515.733887
	Iteration 10F: 3 clusters Score -9365714 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -9367350.000000 Penalty: 5515.733887
	Iteration 11Q: 3 clusters Score -9367350 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38493 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -9368583.000000 Penalty: 5515.733887
	Iteration 12Q: 3 clusters Score -9368583 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -9369798.000000 Penalty: 5515.733887
	Iteration 13Q: 3 clusters Score -9369798 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -9370964.000000 Penalty: 5515.733887
	Iteration 14Q: 3 clusters Score -9370964 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -9371935.000000 Penalty: 5515.733887
	Iteration 15Q: 3 clusters Score -9371935 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -9372582.000000 Penalty: 5515.733887
	Iteration 16Q: 3 clusters Score -9372582 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -9372977.000000 Penalty: 5515.733887
	Iteration 17Q: 3 clusters Score -9372977 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -9373152.000000 Penalty: 5515.733887
	Iteration 18Q: 3 clusters Score -9373152 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -9373209.000000 Penalty: 5515.733887
	Iteration 19Q: 3 clusters Score -9373209 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -9373240.000000 Penalty: 5515.733887
	Iteration 20F: 3 clusters Score -9373240 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -9373316.000000 Penalty: 5515.733887
	Iteration 21Q: 3 clusters Score -9373316 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -9373313.000000 Penalty: 5515.733887
	Iteration 22Q: 3 clusters Score -9373313 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -9373344.000000 Penalty: 5515.733887
	Iteration 23Q: 3 clusters Score -9373344 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -9373364.000000 Penalty: 5515.733887
	Iteration 24Q: 3 clusters Score -9373364 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -9373371.000000 Penalty: 5515.733887
	Iteration 25Q: 3 clusters Score -9373371 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -9373366.000000 Penalty: 5515.733887
	Iteration 26Q: 3 clusters Score -9373366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -9373378.000000 Penalty: 5515.733887
	Iteration 27Q: 3 clusters Score -9373378 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -9373377.000000 Penalty: 5515.733887
	Iteration 28Q: 3 clusters Score -9373377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -9373389.000000 Penalty: 5515.733887
	Iteration 29Q: 3 clusters Score -9373389 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 25602 members 
Entering Unmasked Estep 
Score: -9373407.000000 Penalty: 5515.733887
	Iteration 30Q: 3 clusters Score -9373407 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -9373420.000000 Penalty: 5515.733887
	Iteration 31Q: 3 clusters Score -9373420 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -9373414.000000 Penalty: 5515.733887
	Iteration 32Q: 3 clusters Score -9373414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -9373414.000000 Penalty: 5515.733887
	Iteration 33Q: 3 clusters Score -9373414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -9373428.000000 Penalty: 5515.733887
	Iteration 34Q: 3 clusters Score -9373428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -9373434.000000 Penalty: 5515.733887
	Iteration 35Q: 3 clusters Score -9373434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -9373428.000000 Penalty: 5515.733887
	Iteration 36Q: 3 clusters Score -9373428 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -9373428.000000 Penalty: 5515.733887
	Iteration 37Q: 3 clusters Score -9373428 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -9373429.000000 Penalty: 5515.733887
	Iteration 38Q: 3 clusters Score -9373429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -9373438.000000 Penalty: 5515.733887
	Iteration 39Q: 3 clusters Score -9373438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -9373439.000000 Penalty: 5515.733887
	Iteration 40F: 3 clusters Score -9373439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42340 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -9373438.000000 Penalty: 5515.733887
	Iteration 41Q: 3 clusters Score -9373438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -9373439.000000 Penalty: 5515.733887
	Iteration 42Q: 3 clusters Score -9373439 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -9373442.000000 Penalty: 5515.733887
	Iteration 43Q: 3 clusters Score -9373442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42431 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -9373434.000000 Penalty: 5515.733887
	Iteration 44Q: 3 clusters Score -9373434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -9373424.000000 Penalty: 5515.733887
	Iteration 45Q: 3 clusters Score -9373424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -9373426.000000 Penalty: 5515.733887
	Iteration 46Q: 3 clusters Score -9373426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -9373422.000000 Penalty: 5515.733887
	Iteration 47Q: 3 clusters Score -9373422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -9373427.000000 Penalty: 5515.733887
	Iteration 48Q: 3 clusters Score -9373427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -9373422.000000 Penalty: 5515.733887
	Iteration 49Q: 3 clusters Score -9373422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -9373422.000000 Penalty: 5515.733887
	Iteration 50Q: 3 clusters Score -9373422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -9373434.000000 Penalty: 5515.733887
	Iteration 51Q: 3 clusters Score -9373434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42560 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -9373434.000000 Penalty: 5515.733887
	Iteration 52Q: 3 clusters Score -9373434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -9373430.000000 Penalty: 5515.733887
	Iteration 53Q: 3 clusters Score -9373430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -9373435.000000 Penalty: 5515.733887
	Iteration 54Q: 3 clusters Score -9373435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -9373435.000000 Penalty: 5515.733887
	Iteration 55Q: 3 clusters Score -9373435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -9373438.000000 Penalty: 5515.733887
	Iteration 56Q: 3 clusters Score -9373438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -9373436.000000 Penalty: 5515.733887
	Iteration 57Q: 3 clusters Score -9373436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -9373444.000000 Penalty: 5515.733887
	Iteration 58Q: 3 clusters Score -9373444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -9373439.000000 Penalty: 5515.733887
	Iteration 59Q: 3 clusters Score -9373439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -9373430.000000 Penalty: 5515.733887
	Iteration 60F: 3 clusters Score -9373430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -9373433.000000 Penalty: 5515.733887
	Iteration 61Q: 3 clusters Score -9373433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -9373423.000000 Penalty: 5515.733887
	Iteration 62Q: 3 clusters Score -9373423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -9373423.000000 Penalty: 5515.733887
	Iteration 63Q: 3 clusters Score -9373423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -9373418.000000 Penalty: 5515.733887
	Iteration 64Q: 3 clusters Score -9373418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42630 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -9373422.000000 Penalty: 5515.733887
	Iteration 65Q: 3 clusters Score -9373422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -9373426.000000 Penalty: 5515.733887
	Iteration 66Q: 3 clusters Score -9373426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -9373425.000000 Penalty: 5515.733887
	Iteration 67Q: 3 clusters Score -9373425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -9373420.000000 Penalty: 5515.733887
	Iteration 68Q: 3 clusters Score -9373420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -9373426.000000 Penalty: 5515.733887
	Iteration 69Q: 3 clusters Score -9373426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -9373422.000000 Penalty: 5515.733887
	Iteration 70Q: 3 clusters Score -9373422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -9373426.000000 Penalty: 5515.733887
	Iteration 71Q: 3 clusters Score -9373426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -9373432.000000 Penalty: 5515.733887
	Iteration 72Q: 3 clusters Score -9373432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -9373432.000000 Penalty: 5515.733887
	Iteration 73Q: 3 clusters Score -9373432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -9373433.000000 Penalty: 5515.733887
	Iteration 74Q: 3 clusters Score -9373433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -9373434.000000 Penalty: 5515.733887
	Iteration 75Q: 3 clusters Score -9373434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -9373434.000000 Penalty: 5515.733887
	Iteration 76F: 3 clusters Score -9373434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (74020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Entering Unmasked Estep 
Score: -9955389.000000 Penalty: 2780.598389
	Iteration 0F: 2 clusters Score -9955389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -9905841.000000 Penalty: 5561.196777
	Iteration 0F: 3 clusters Score -9905841 nChanged 34817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -9926072.000000 Penalty: 5561.196777
	Iteration 1F: 3 clusters Score -9926072 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -9927744.000000 Penalty: 5561.196777
	Iteration 2F: 3 clusters Score -9927744 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -9930397.000000 Penalty: 5561.196777
	Iteration 3F: 3 clusters Score -9930397 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -9933815.000000 Penalty: 5561.196777
	Iteration 4F: 3 clusters Score -9933815 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -9937643.000000 Penalty: 5561.196777
	Iteration 5F: 3 clusters Score -9937643 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56984 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -9941166.000000 Penalty: 5561.196777
	Iteration 6F: 3 clusters Score -9941166 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60666 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -9944012.000000 Penalty: 5561.196777
	Iteration 7F: 3 clusters Score -9944012 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63769 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -9946280.000000 Penalty: 5561.196777
	Iteration 8Q: 3 clusters Score -9946280 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66433 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -9948217.000000 Penalty: 5561.196777
	Iteration 9Q: 3 clusters Score -9948217 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -9949812.000000 Penalty: 5561.196777
	Iteration 10Q: 3 clusters Score -9949812 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -9950970.000000 Penalty: 5561.196777
	Iteration 11Q: 3 clusters Score -9950970 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71310 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -9951760.000000 Penalty: 5561.196777
	Iteration 12Q: 3 clusters Score -9951760 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72000 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -9952276.000000 Penalty: 5561.196777
	Iteration 13Q: 3 clusters Score -9952276 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -9952572.000000 Penalty: 5561.196777
	Iteration 14Q: 3 clusters Score -9952572 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72664 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9952688.000000 Penalty: 5561.196777
	Iteration 15Q: 3 clusters Score -9952688 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -9952766.000000 Penalty: 5561.196777
	Iteration 16Q: 3 clusters Score -9952766 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9952827.000000 Penalty: 5561.196777
	Iteration 17Q: 3 clusters Score -9952827 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72978 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9952876.000000 Penalty: 5561.196777
	Iteration 18Q: 3 clusters Score -9952876 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73029 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9952900.000000 Penalty: 5561.196777
	Iteration 19Q: 3 clusters Score -9952900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73062 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -9952914.000000 Penalty: 5561.196777
	Iteration 20F: 3 clusters Score -9952914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73089 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9952933.000000 Penalty: 5561.196777
	Iteration 21Q: 3 clusters Score -9952933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73108 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9952968.000000 Penalty: 5561.196777
	Iteration 22Q: 3 clusters Score -9952968 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9952984.000000 Penalty: 5561.196777
	Iteration 23Q: 3 clusters Score -9952984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73152 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9953003.000000 Penalty: 5561.196777
	Iteration 24Q: 3 clusters Score -9953003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73176 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9953042.000000 Penalty: 5561.196777
	Iteration 25Q: 3 clusters Score -9953042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9953033.000000 Penalty: 5561.196777
	Iteration 26Q: 3 clusters Score -9953033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73213 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9953061.000000 Penalty: 5561.196777
	Iteration 27Q: 3 clusters Score -9953061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73223 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9953068.000000 Penalty: 5561.196777
	Iteration 28Q: 3 clusters Score -9953068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73230 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9953079.000000 Penalty: 5561.196777
	Iteration 29Q: 3 clusters Score -9953079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73236 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9953066.000000 Penalty: 5561.196777
	Iteration 30Q: 3 clusters Score -9953066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73242 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9953071.000000 Penalty: 5561.196777
	Iteration 31Q: 3 clusters Score -9953071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73246 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9953066.000000 Penalty: 5561.196777
	Iteration 32Q: 3 clusters Score -9953066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73250 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9953070.000000 Penalty: 5561.196777
	Iteration 33Q: 3 clusters Score -9953070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73253 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9953075.000000 Penalty: 5561.196777
	Iteration 34Q: 3 clusters Score -9953075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73257 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9953084.000000 Penalty: 5561.196777
	Iteration 35Q: 3 clusters Score -9953084 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9953100.000000 Penalty: 5561.196777
	Iteration 36Q: 3 clusters Score -9953100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73263 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9953116.000000 Penalty: 5561.196777
	Iteration 37Q: 3 clusters Score -9953116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9953110.000000 Penalty: 5561.196777
	Iteration 38Q: 3 clusters Score -9953110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73280 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9953146.000000 Penalty: 5561.196777
	Iteration 39Q: 3 clusters Score -9953146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73287 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -9953140.000000 Penalty: 5561.196777
	Iteration 40F: 3 clusters Score -9953140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73290 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9953155.000000 Penalty: 5561.196777
	Iteration 41Q: 3 clusters Score -9953155 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73301 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9953184.000000 Penalty: 5561.196777
	Iteration 42Q: 3 clusters Score -9953184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73311 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9953183.000000 Penalty: 5561.196777
	Iteration 43Q: 3 clusters Score -9953183 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73310 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9953212.000000 Penalty: 5561.196777
	Iteration 44Q: 3 clusters Score -9953212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73310 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9953203.000000 Penalty: 5561.196777
	Iteration 45Q: 3 clusters Score -9953203 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73310 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -9953214.000000 Penalty: 5561.196777
	Iteration 46Q: 3 clusters Score -9953214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73313 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9953201.000000 Penalty: 5561.196777
	Iteration 47Q: 3 clusters Score -9953201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73314 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9953206.000000 Penalty: 5561.196777
	Iteration 48Q: 3 clusters Score -9953206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73315 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9953211.000000 Penalty: 5561.196777
	Iteration 49Q: 3 clusters Score -9953211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9953204.000000 Penalty: 5561.196777
	Iteration 50Q: 3 clusters Score -9953204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9953206.000000 Penalty: 5561.196777
	Iteration 51Q: 3 clusters Score -9953206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73316 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9953206.000000 Penalty: 5561.196777
	Iteration 52F: 3 clusters Score -9953206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (286033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286033 members 
Entering Unmasked Estep 
Score: -39886352.000000 Penalty: 3115.837891
	Iteration 0F: 2 clusters Score -3.988635e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142993 members 
Mstep: Class 2 contains 143040 members 
Entering Unmasked Estep 
Score: -39738240.000000 Penalty: 6231.675781
	Iteration 0F: 3 clusters Score -3.973824e+07 nChanged 138190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139951 members 
Mstep: Class 2 contains 146082 members 
Entering Unmasked Estep 
Score: -39819628.000000 Penalty: 6231.675781
	Iteration 1F: 3 clusters Score -3.981963e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137509 members 
Mstep: Class 2 contains 148524 members 
Entering Unmasked Estep 
Score: -39820960.000000 Penalty: 6231.675781
	Iteration 2Q: 3 clusters Score -3.982096e+07 nChanged 9020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133761 members 
Mstep: Class 2 contains 152272 members 
Entering Unmasked Estep 
Score: -39823080.000000 Penalty: 6231.675781
	Iteration 3Q: 3 clusters Score -3.982308e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128021 members 
Mstep: Class 2 contains 158012 members 
Entering Unmasked Estep 
Score: -39826308.000000 Penalty: 6231.675781
	Iteration 4Q: 3 clusters Score -3.982631e+07 nChanged 13515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119886 members 
Mstep: Class 2 contains 166147 members 
Entering Unmasked Estep 
Score: -39831400.000000 Penalty: 6231.675781
	Iteration 5Q: 3 clusters Score -3.98314e+07 nChanged 16264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109052 members 
Mstep: Class 2 contains 176981 members 
Entering Unmasked Estep 
Score: -39839664.000000 Penalty: 6231.675781
	Iteration 6F: 3 clusters Score -3.983966e+07 nChanged 18265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 189252 members 
Entering Unmasked Estep 
Score: -39852132.000000 Penalty: 6231.675781
	Iteration 7F: 3 clusters Score -3.985213e+07 nChanged 18435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85032 members 
Mstep: Class 2 contains 201001 members 
Entering Unmasked Estep 
Score: -39866264.000000 Penalty: 6231.675781
	Iteration 8F: 3 clusters Score -3.986626e+07 nChanged 16287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76279 members 
Mstep: Class 2 contains 209754 members 
Entering Unmasked Estep 
Score: -39878460.000000 Penalty: 6231.675781
	Iteration 9F: 3 clusters Score -3.987846e+07 nChanged 11889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70570 members 
Mstep: Class 2 contains 215463 members 
Entering Unmasked Estep 
Score: -39884840.000000 Penalty: 6231.675781
	Iteration 10Q: 3 clusters Score -3.988484e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 219889 members 
Entering Unmasked Estep 
Score: -39887764.000000 Penalty: 6231.675781
	Iteration 11Q: 3 clusters Score -3.988776e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61877 members 
Mstep: Class 2 contains 224156 members 
Entering Unmasked Estep 
Score: -39889268.000000 Penalty: 6231.675781
	Iteration 12Q: 3 clusters Score -3.988927e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57720 members 
Mstep: Class 2 contains 228313 members 
Entering Unmasked Estep 
Score: -39890732.000000 Penalty: 6231.675781
	Iteration 13Q: 3 clusters Score -3.989073e+07 nChanged 4202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53568 members 
Mstep: Class 2 contains 232465 members 
Entering Unmasked Estep 
Score: -39891664.000000 Penalty: 6231.675781
	Iteration 14Q: 3 clusters Score -3.989166e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 236427 members 
Entering Unmasked Estep 
Score: -39892516.000000 Penalty: 6231.675781
	Iteration 15Q: 3 clusters Score -3.989252e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 240355 members 
Entering Unmasked Estep 
Score: -39894488.000000 Penalty: 6231.675781
	Iteration 16Q: 3 clusters Score -3.989449e+07 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 244486 members 
Entering Unmasked Estep 
Score: -39895164.000000 Penalty: 6231.675781
	Iteration 17Q: 3 clusters Score -3.989516e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 248630 members 
Entering Unmasked Estep 
Score: -39895360.000000 Penalty: 6231.675781
	Iteration 18Q: 3 clusters Score -3.989536e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 252655 members 
Entering Unmasked Estep 
Score: -39894776.000000 Penalty: 6231.675781
	Iteration 19Q: 3 clusters Score -3.989478e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 256467 members 
Entering Unmasked Estep 
Score: -39893952.000000 Penalty: 6231.675781
	Iteration 20F: 3 clusters Score -3.989395e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 260004 members 
Entering Unmasked Estep 
Score: -39893892.000000 Penalty: 6231.675781
	Iteration 21Q: 3 clusters Score -3.989389e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 263318 members 
Entering Unmasked Estep 
Score: -39893236.000000 Penalty: 6231.675781
	Iteration 22Q: 3 clusters Score -3.989324e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 266391 members 
Entering Unmasked Estep 
Score: -39892132.000000 Penalty: 6231.675781
	Iteration 23Q: 3 clusters Score -3.989213e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 269207 members 
Entering Unmasked Estep 
Score: -39891200.000000 Penalty: 6231.675781
	Iteration 24Q: 3 clusters Score -3.98912e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 271712 members 
Entering Unmasked Estep 
Score: -39890160.000000 Penalty: 6231.675781
	Iteration 25Q: 3 clusters Score -3.989016e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 273876 members 
Entering Unmasked Estep 
Score: -39889020.000000 Penalty: 6231.675781
	Iteration 26Q: 3 clusters Score -3.988902e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 275713 members 
Entering Unmasked Estep 
Score: -39888028.000000 Penalty: 6231.675781
	Iteration 27Q: 3 clusters Score -3.988803e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 277376 members 
Entering Unmasked Estep 
Score: -39887232.000000 Penalty: 6231.675781
	Iteration 28Q: 3 clusters Score -3.988723e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 278776 members 
Entering Unmasked Estep 
Score: -39886868.000000 Penalty: 6231.675781
	Iteration 29Q: 3 clusters Score -3.988687e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 279967 members 
Entering Unmasked Estep 
Score: -39886564.000000 Penalty: 6231.675781
	Iteration 30Q: 3 clusters Score -3.988656e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 280912 members 
Entering Unmasked Estep 
Score: -39886316.000000 Penalty: 6231.675781
	Iteration 31Q: 3 clusters Score -3.988632e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 281721 members 
Entering Unmasked Estep 
Score: -39886044.000000 Penalty: 6231.675781
	Iteration 32Q: 3 clusters Score -3.988604e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 282394 members 
Entering Unmasked Estep 
Score: -39885764.000000 Penalty: 6231.675781
	Iteration 33Q: 3 clusters Score -3.988576e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 282945 members 
Entering Unmasked Estep 
Score: -39885448.000000 Penalty: 6231.675781
	Iteration 34Q: 3 clusters Score -3.988545e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 283376 members 
Entering Unmasked Estep 
Score: -39885276.000000 Penalty: 6231.675781
	Iteration 35Q: 3 clusters Score -3.988528e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 283727 members 
Entering Unmasked Estep 
Score: -39885012.000000 Penalty: 6231.675781
	Iteration 36Q: 3 clusters Score -3.988501e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 283975 members 
Entering Unmasked Estep 
Score: -39885052.000000 Penalty: 6231.675781
	Iteration 37Q: 3 clusters Score -3.988505e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 284185 members 
Entering Unmasked Estep 
Score: -39884952.000000 Penalty: 6231.675781
	Iteration 38Q: 3 clusters Score -3.988495e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 284345 members 
Entering Unmasked Estep 
Score: -39884900.000000 Penalty: 6231.675781
	Iteration 39Q: 3 clusters Score -3.98849e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 284490 members 
Entering Unmasked Estep 
Score: -39884884.000000 Penalty: 6231.675781
	Iteration 40F: 3 clusters Score -3.988488e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 284583 members 
Entering Unmasked Estep 
Score: -39884852.000000 Penalty: 6231.675781
	Iteration 41Q: 3 clusters Score -3.988485e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 284660 members 
Entering Unmasked Estep 
Score: -39884868.000000 Penalty: 6231.675781
	Iteration 42Q: 3 clusters Score -3.988487e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 284722 members 
Entering Unmasked Estep 
Score: -39884864.000000 Penalty: 6231.675781
	Iteration 43Q: 3 clusters Score -3.988486e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 284769 members 
Entering Unmasked Estep 
Score: -39884892.000000 Penalty: 6231.675781
	Iteration 44Q: 3 clusters Score -3.988489e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 284807 members 
Entering Unmasked Estep 
Score: -39884836.000000 Penalty: 6231.675781
	Iteration 45Q: 3 clusters Score -3.988484e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 284842 members 
Entering Unmasked Estep 
Score: -39884808.000000 Penalty: 6231.675781
	Iteration 46Q: 3 clusters Score -3.988481e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 284877 members 
Entering Unmasked Estep 
Score: -39884780.000000 Penalty: 6231.675781
	Iteration 47Q: 3 clusters Score -3.988478e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 284912 members 
Entering Unmasked Estep 
Score: -39884776.000000 Penalty: 6231.675781
	Iteration 48Q: 3 clusters Score -3.988478e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 284935 members 
Entering Unmasked Estep 
Score: -39884792.000000 Penalty: 6231.675781
	Iteration 49Q: 3 clusters Score -3.988479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 284951 members 
Entering Unmasked Estep 
Score: -39884808.000000 Penalty: 6231.675781
	Iteration 50Q: 3 clusters Score -3.988481e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 284968 members 
Entering Unmasked Estep 
Score: -39884752.000000 Penalty: 6231.675781
	Iteration 51Q: 3 clusters Score -3.988475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 284986 members 
Entering Unmasked Estep 
Score: -39884728.000000 Penalty: 6231.675781
	Iteration 52Q: 3 clusters Score -3.988473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 284994 members 
Entering Unmasked Estep 
Score: -39884712.000000 Penalty: 6231.675781
	Iteration 53Q: 3 clusters Score -3.988471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 285004 members 
Entering Unmasked Estep 
Score: -39884728.000000 Penalty: 6231.675781
	Iteration 54Q: 3 clusters Score -3.988473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 285007 members 
Entering Unmasked Estep 
Score: -39884704.000000 Penalty: 6231.675781
	Iteration 55Q: 3 clusters Score -3.98847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 285011 members 
Entering Unmasked Estep 
Score: -39884716.000000 Penalty: 6231.675781
	Iteration 56Q: 3 clusters Score -3.988472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 285014 members 
Entering Unmasked Estep 
Score: -39884708.000000 Penalty: 6231.675781
	Iteration 57Q: 3 clusters Score -3.988471e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 285017 members 
Entering Unmasked Estep 
Score: -39884700.000000 Penalty: 6231.675781
	Iteration 58Q: 3 clusters Score -3.98847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 285018 members 
Entering Unmasked Estep 
Score: -39884708.000000 Penalty: 6231.675781
	Iteration 59Q: 3 clusters Score -3.988471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 285019 members 
Entering Unmasked Estep 
Score: -39884716.000000 Penalty: 6231.675781
	Iteration 60F: 3 clusters Score -3.988472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 285018 members 
Entering Unmasked Estep 
Score: -39884708.000000 Penalty: 6231.675781
	Iteration 61Q: 3 clusters Score -3.988471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 285017 members 
Entering Unmasked Estep 
Score: -39884736.000000 Penalty: 6231.675781
	Iteration 62Q: 3 clusters Score -3.988474e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 285017 members 
Entering Unmasked Estep 
Score: -39884736.000000 Penalty: 6231.675781
	Iteration 63F: 3 clusters Score -3.988474e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Entering Unmasked Estep 
Score: -3941145.000000 Penalty: 2549.993652
	Iteration 0F: 2 clusters Score -3941145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3921078.500000 Penalty: 5099.987305
	Iteration 0F: 3 clusters Score -3921078 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -3928098.000000 Penalty: 5099.987305
	Iteration 1F: 3 clusters Score -3928098 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -3928525.500000 Penalty: 5099.987305
	Iteration 2Q: 3 clusters Score -3928526 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3928948.750000 Penalty: 5099.987305
	Iteration 3Q: 3 clusters Score -3928949 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -3929424.250000 Penalty: 5099.987305
	Iteration 4Q: 3 clusters Score -3929424 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3929958.250000 Penalty: 5099.987305
	Iteration 5Q: 3 clusters Score -3929958 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3930679.500000 Penalty: 5099.987305
	Iteration 6Q: 3 clusters Score -3930680 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -3931546.000000 Penalty: 5099.987305
	Iteration 7F: 3 clusters Score -3931546 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -3932510.750000 Penalty: 5099.987305
	Iteration 8F: 3 clusters Score -3932511 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3933442.750000 Penalty: 5099.987305
	Iteration 9F: 3 clusters Score -3933443 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -3934060.500000 Penalty: 5099.987305
	Iteration 10Q: 3 clusters Score -3934060 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3934462.250000 Penalty: 5099.987305
	Iteration 11Q: 3 clusters Score -3934462 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3934727.250000 Penalty: 5099.987305
	Iteration 12Q: 3 clusters Score -3934727 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -3934901.250000 Penalty: 5099.987305
	Iteration 13Q: 3 clusters Score -3934901 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3934997.250000 Penalty: 5099.987305
	Iteration 14Q: 3 clusters Score -3934997 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3935084.500000 Penalty: 5099.987305
	Iteration 15Q: 3 clusters Score -3935084 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3935125.500000 Penalty: 5099.987305
	Iteration 16Q: 3 clusters Score -3935126 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3935171.000000 Penalty: 5099.987305
	Iteration 17Q: 3 clusters Score -3935171 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -3935216.000000 Penalty: 5099.987305
	Iteration 18Q: 3 clusters Score -3935216 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3935247.250000 Penalty: 5099.987305
	Iteration 19Q: 3 clusters Score -3935247 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3935298.750000 Penalty: 5099.987305
	Iteration 20F: 3 clusters Score -3935299 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -3935343.000000 Penalty: 5099.987305
	Iteration 21Q: 3 clusters Score -3935343 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3935377.750000 Penalty: 5099.987305
	Iteration 22Q: 3 clusters Score -3935378 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3935431.750000 Penalty: 5099.987305
	Iteration 23Q: 3 clusters Score -3935432 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -3935471.250000 Penalty: 5099.987305
	Iteration 24Q: 3 clusters Score -3935471 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -3935538.500000 Penalty: 5099.987305
	Iteration 25Q: 3 clusters Score -3935538 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3935577.500000 Penalty: 5099.987305
	Iteration 26Q: 3 clusters Score -3935578 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -3935655.500000 Penalty: 5099.987305
	Iteration 27Q: 3 clusters Score -3935656 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -3935740.250000 Penalty: 5099.987305
	Iteration 28Q: 3 clusters Score -3935740 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -3935843.250000 Penalty: 5099.987305
	Iteration 29Q: 3 clusters Score -3935843 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -3935956.000000 Penalty: 5099.987305
	Iteration 30Q: 3 clusters Score -3935956 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -3936062.500000 Penalty: 5099.987305
	Iteration 31Q: 3 clusters Score -3936062 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -3936201.750000 Penalty: 5099.987305
	Iteration 32Q: 3 clusters Score -3936202 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3936358.500000 Penalty: 5099.987305
	Iteration 33Q: 3 clusters Score -3936358 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -3936532.000000 Penalty: 5099.987305
	Iteration 34Q: 3 clusters Score -3936532 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3936698.500000 Penalty: 5099.987305
	Iteration 35Q: 3 clusters Score -3936698 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -3936909.250000 Penalty: 5099.987305
	Iteration 36Q: 3 clusters Score -3936909 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -3937122.000000 Penalty: 5099.987305
	Iteration 37Q: 3 clusters Score -3937122 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -3937321.250000 Penalty: 5099.987305
	Iteration 38Q: 3 clusters Score -3937321 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3937520.750000 Penalty: 5099.987305
	Iteration 39Q: 3 clusters Score -3937521 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -3937713.000000 Penalty: 5099.987305
	Iteration 40F: 3 clusters Score -3937713 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -3937895.750000 Penalty: 5099.987305
	Iteration 41Q: 3 clusters Score -3937896 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -3938035.500000 Penalty: 5099.987305
	Iteration 42Q: 3 clusters Score -3938036 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3938186.250000 Penalty: 5099.987305
	Iteration 43Q: 3 clusters Score -3938186 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3938310.250000 Penalty: 5099.987305
	Iteration 44Q: 3 clusters Score -3938310 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3938392.750000 Penalty: 5099.987305
	Iteration 45Q: 3 clusters Score -3938393 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -3938493.750000 Penalty: 5099.987305
	Iteration 46Q: 3 clusters Score -3938494 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -3938570.750000 Penalty: 5099.987305
	Iteration 47Q: 3 clusters Score -3938571 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -3938643.000000 Penalty: 5099.987305
	Iteration 48Q: 3 clusters Score -3938643 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -3938710.500000 Penalty: 5099.987305
	Iteration 49Q: 3 clusters Score -3938710 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -3938759.500000 Penalty: 5099.987305
	Iteration 50Q: 3 clusters Score -3938760 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -3938797.000000 Penalty: 5099.987305
	Iteration 51Q: 3 clusters Score -3938797 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3938820.750000 Penalty: 5099.987305
	Iteration 52Q: 3 clusters Score -3938821 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -3938860.500000 Penalty: 5099.987305
	Iteration 53Q: 3 clusters Score -3938860 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3938886.500000 Penalty: 5099.987305
	Iteration 54Q: 3 clusters Score -3938886 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -3938912.750000 Penalty: 5099.987305
	Iteration 55Q: 3 clusters Score -3938913 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -3938946.000000 Penalty: 5099.987305
	Iteration 56Q: 3 clusters Score -3938946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3938968.250000 Penalty: 5099.987305
	Iteration 57Q: 3 clusters Score -3938968 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3938988.500000 Penalty: 5099.987305
	Iteration 58Q: 3 clusters Score -3938988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -3939010.250000 Penalty: 5099.987305
	Iteration 59Q: 3 clusters Score -3939010 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3939027.750000 Penalty: 5099.987305
	Iteration 60F: 3 clusters Score -3939028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -3939033.250000 Penalty: 5099.987305
	Iteration 61Q: 3 clusters Score -3939033 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3939044.500000 Penalty: 5099.987305
	Iteration 62Q: 3 clusters Score -3939044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -3939052.250000 Penalty: 5099.987305
	Iteration 63Q: 3 clusters Score -3939052 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -3939064.000000 Penalty: 5099.987305
	Iteration 64Q: 3 clusters Score -3939064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 27318 members 
Entering Unmasked Estep 
Score: -3939065.250000 Penalty: 5099.987305
	Iteration 65Q: 3 clusters Score -3939065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -3939068.000000 Penalty: 5099.987305
	Iteration 66Q: 3 clusters Score -3939068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -3939065.750000 Penalty: 5099.987305
	Iteration 67Q: 3 clusters Score -3939066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3939078.250000 Penalty: 5099.987305
	Iteration 68Q: 3 clusters Score -3939078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3939076.750000 Penalty: 5099.987305
	Iteration 69Q: 3 clusters Score -3939077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -3939086.500000 Penalty: 5099.987305
	Iteration 70Q: 3 clusters Score -3939086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -3939088.750000 Penalty: 5099.987305
	Iteration 71Q: 3 clusters Score -3939089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3939095.000000 Penalty: 5099.987305
	Iteration 72Q: 3 clusters Score -3939095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 27404 members 
Entering Unmasked Estep 
Score: -3939089.750000 Penalty: 5099.987305
	Iteration 73Q: 3 clusters Score -3939090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3939091.000000 Penalty: 5099.987305
	Iteration 74Q: 3 clusters Score -3939091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -3939091.750000 Penalty: 5099.987305
	Iteration 75Q: 3 clusters Score -3939092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -3939091.500000 Penalty: 5099.987305
	Iteration 76Q: 3 clusters Score -3939092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3939086.750000 Penalty: 5099.987305
	Iteration 77Q: 3 clusters Score -3939087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -3939089.750000 Penalty: 5099.987305
	Iteration 78Q: 3 clusters Score -3939090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3939096.750000 Penalty: 5099.987305
	Iteration 79Q: 3 clusters Score -3939097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -3939096.250000 Penalty: 5099.987305
	Iteration 80F: 3 clusters Score -3939096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3939095.500000 Penalty: 5099.987305
	Iteration 81Q: 3 clusters Score -3939096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -3939101.750000 Penalty: 5099.987305
	Iteration 82Q: 3 clusters Score -3939102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3939100.750000 Penalty: 5099.987305
	Iteration 83Q: 3 clusters Score -3939101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3939097.000000 Penalty: 5099.987305
	Iteration 84Q: 3 clusters Score -3939097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3939094.750000 Penalty: 5099.987305
	Iteration 85Q: 3 clusters Score -3939095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3939094.500000 Penalty: 5099.987305
	Iteration 86Q: 3 clusters Score -3939094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -3939098.000000 Penalty: 5099.987305
	Iteration 87Q: 3 clusters Score -3939098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3939107.250000 Penalty: 5099.987305
	Iteration 88Q: 3 clusters Score -3939107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3939107.500000 Penalty: 5099.987305
	Iteration 89Q: 3 clusters Score -3939108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3939109.750000 Penalty: 5099.987305
	Iteration 90Q: 3 clusters Score -3939110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -3939118.000000 Penalty: 5099.987305
	Iteration 91Q: 3 clusters Score -3939118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3939114.250000 Penalty: 5099.987305
	Iteration 92Q: 3 clusters Score -3939114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3939110.000000 Penalty: 5099.987305
	Iteration 93Q: 3 clusters Score -3939110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -3939110.000000 Penalty: 5099.987305
	Iteration 94F: 3 clusters Score -3939110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -31429.355469 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -31429.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30213.199219 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -30213.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -30327.087891 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -30327.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -30404.750000 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -30404.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30455.824219 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -30455.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30520.013672 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -30520.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30528.818359 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -30528.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -30528.818359 Penalty: 2776.817383
	Iteration 6F: 3 clusters Score -30528.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Entering Unmasked Estep 
Score: -2167319.500000 Penalty: 2392.531494
	Iteration 0F: 2 clusters Score -2167320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2156252.000000 Penalty: 4785.062988
	Iteration 0F: 3 clusters Score -2156252 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2159780.500000 Penalty: 4785.062988
	Iteration 1F: 3 clusters Score -2159780 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -2160105.500000 Penalty: 4785.062988
	Iteration 2F: 3 clusters Score -2160106 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2160352.250000 Penalty: 4785.062988
	Iteration 3Q: 3 clusters Score -2160352 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2160561.000000 Penalty: 4785.062988
	Iteration 4Q: 3 clusters Score -2160561 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2160760.500000 Penalty: 4785.062988
	Iteration 5Q: 3 clusters Score -2160760 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -2160936.500000 Penalty: 4785.062988
	Iteration 6Q: 3 clusters Score -2160936 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -2161107.000000 Penalty: 4785.062988
	Iteration 7Q: 3 clusters Score -2161107 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2161282.000000 Penalty: 4785.062988
	Iteration 8Q: 3 clusters Score -2161282 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -2161423.500000 Penalty: 4785.062988
	Iteration 9Q: 3 clusters Score -2161424 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2161593.500000 Penalty: 4785.062988
	Iteration 10Q: 3 clusters Score -2161594 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2161774.500000 Penalty: 4785.062988
	Iteration 11Q: 3 clusters Score -2161774 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2161966.000000 Penalty: 4785.062988
	Iteration 12Q: 3 clusters Score -2161966 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2162176.750000 Penalty: 4785.062988
	Iteration 13Q: 3 clusters Score -2162177 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -2162415.250000 Penalty: 4785.062988
	Iteration 14Q: 3 clusters Score -2162415 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2162697.500000 Penalty: 4785.062988
	Iteration 15Q: 3 clusters Score -2162698 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -2163016.000000 Penalty: 4785.062988
	Iteration 16Q: 3 clusters Score -2163016 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2163367.250000 Penalty: 4785.062988
	Iteration 17Q: 3 clusters Score -2163367 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2163643.500000 Penalty: 4785.062988
	Iteration 18Q: 3 clusters Score -2163644 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2163819.750000 Penalty: 4785.062988
	Iteration 19Q: 3 clusters Score -2163820 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2163945.750000 Penalty: 4785.062988
	Iteration 20F: 3 clusters Score -2163946 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2164021.500000 Penalty: 4785.062988
	Iteration 21Q: 3 clusters Score -2164022 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -2164083.000000 Penalty: 4785.062988
	Iteration 22Q: 3 clusters Score -2164083 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2164119.250000 Penalty: 4785.062988
	Iteration 23Q: 3 clusters Score -2164119 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2164153.750000 Penalty: 4785.062988
	Iteration 24Q: 3 clusters Score -2164154 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2164173.500000 Penalty: 4785.062988
	Iteration 25Q: 3 clusters Score -2164174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2164191.250000 Penalty: 4785.062988
	Iteration 26Q: 3 clusters Score -2164191 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2164201.000000 Penalty: 4785.062988
	Iteration 27Q: 3 clusters Score -2164201 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2164221.500000 Penalty: 4785.062988
	Iteration 28Q: 3 clusters Score -2164222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2164236.750000 Penalty: 4785.062988
	Iteration 29Q: 3 clusters Score -2164237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2164242.500000 Penalty: 4785.062988
	Iteration 30Q: 3 clusters Score -2164242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2164255.000000 Penalty: 4785.062988
	Iteration 31Q: 3 clusters Score -2164255 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2164268.750000 Penalty: 4785.062988
	Iteration 32Q: 3 clusters Score -2164269 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2164285.500000 Penalty: 4785.062988
	Iteration 33Q: 3 clusters Score -2164286 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2164296.000000 Penalty: 4785.062988
	Iteration 34Q: 3 clusters Score -2164296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2164306.250000 Penalty: 4785.062988
	Iteration 35Q: 3 clusters Score -2164306 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -2164319.750000 Penalty: 4785.062988
	Iteration 36Q: 3 clusters Score -2164320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2164338.750000 Penalty: 4785.062988
	Iteration 37Q: 3 clusters Score -2164339 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2164347.000000 Penalty: 4785.062988
	Iteration 38Q: 3 clusters Score -2164347 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2164364.750000 Penalty: 4785.062988
	Iteration 39Q: 3 clusters Score -2164365 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2164387.250000 Penalty: 4785.062988
	Iteration 40F: 3 clusters Score -2164387 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2164401.750000 Penalty: 4785.062988
	Iteration 41Q: 3 clusters Score -2164402 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2164428.500000 Penalty: 4785.062988
	Iteration 42Q: 3 clusters Score -2164428 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -2164469.500000 Penalty: 4785.062988
	Iteration 43Q: 3 clusters Score -2164470 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2164482.250000 Penalty: 4785.062988
	Iteration 44Q: 3 clusters Score -2164482 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -2164508.000000 Penalty: 4785.062988
	Iteration 45Q: 3 clusters Score -2164508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -2164532.250000 Penalty: 4785.062988
	Iteration 46Q: 3 clusters Score -2164532 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -2164544.250000 Penalty: 4785.062988
	Iteration 47Q: 3 clusters Score -2164544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -2164563.000000 Penalty: 4785.062988
	Iteration 48Q: 3 clusters Score -2164563 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2164592.500000 Penalty: 4785.062988
	Iteration 49Q: 3 clusters Score -2164592 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2164618.000000 Penalty: 4785.062988
	Iteration 50Q: 3 clusters Score -2164618 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2164642.500000 Penalty: 4785.062988
	Iteration 51Q: 3 clusters Score -2164642 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2164666.000000 Penalty: 4785.062988
	Iteration 52Q: 3 clusters Score -2164666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2164687.000000 Penalty: 4785.062988
	Iteration 53Q: 3 clusters Score -2164687 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2164717.000000 Penalty: 4785.062988
	Iteration 54Q: 3 clusters Score -2164717 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -2164740.000000 Penalty: 4785.062988
	Iteration 55Q: 3 clusters Score -2164740 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2164768.500000 Penalty: 4785.062988
	Iteration 56Q: 3 clusters Score -2164768 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2164788.250000 Penalty: 4785.062988
	Iteration 57Q: 3 clusters Score -2164788 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2164807.000000 Penalty: 4785.062988
	Iteration 58Q: 3 clusters Score -2164807 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2164826.750000 Penalty: 4785.062988
	Iteration 59Q: 3 clusters Score -2164827 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -2164837.750000 Penalty: 4785.062988
	Iteration 60F: 3 clusters Score -2164838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2164865.250000 Penalty: 4785.062988
	Iteration 61Q: 3 clusters Score -2164865 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -2164882.750000 Penalty: 4785.062988
	Iteration 62Q: 3 clusters Score -2164883 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -2164894.500000 Penalty: 4785.062988
	Iteration 63Q: 3 clusters Score -2164894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -2164909.000000 Penalty: 4785.062988
	Iteration 64Q: 3 clusters Score -2164909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -2164923.500000 Penalty: 4785.062988
	Iteration 65Q: 3 clusters Score -2164924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2164935.250000 Penalty: 4785.062988
	Iteration 66Q: 3 clusters Score -2164935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2164940.250000 Penalty: 4785.062988
	Iteration 67Q: 3 clusters Score -2164940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2164952.000000 Penalty: 4785.062988
	Iteration 68Q: 3 clusters Score -2164952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2164950.250000 Penalty: 4785.062988
	Iteration 69Q: 3 clusters Score -2164950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2164965.750000 Penalty: 4785.062988
	Iteration 70Q: 3 clusters Score -2164966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2164974.750000 Penalty: 4785.062988
	Iteration 71Q: 3 clusters Score -2164975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2164985.750000 Penalty: 4785.062988
	Iteration 72Q: 3 clusters Score -2164986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2164995.250000 Penalty: 4785.062988
	Iteration 73Q: 3 clusters Score -2164995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2164998.500000 Penalty: 4785.062988
	Iteration 74Q: 3 clusters Score -2164998 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2165007.250000 Penalty: 4785.062988
	Iteration 75Q: 3 clusters Score -2165007 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13120 members 
Entering Unmasked Estep 
Score: -2165018.500000 Penalty: 4785.062988
	Iteration 76Q: 3 clusters Score -2165018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2165022.500000 Penalty: 4785.062988
	Iteration 77Q: 3 clusters Score -2165022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2165022.750000 Penalty: 4785.062988
	Iteration 78Q: 3 clusters Score -2165023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2165028.250000 Penalty: 4785.062988
	Iteration 79Q: 3 clusters Score -2165028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -2165037.750000 Penalty: 4785.062988
	Iteration 80F: 3 clusters Score -2165038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2165045.500000 Penalty: 4785.062988
	Iteration 81Q: 3 clusters Score -2165046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2165045.750000 Penalty: 4785.062988
	Iteration 82Q: 3 clusters Score -2165046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2165049.500000 Penalty: 4785.062988
	Iteration 83Q: 3 clusters Score -2165050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2165049.250000 Penalty: 4785.062988
	Iteration 84Q: 3 clusters Score -2165049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2165056.000000 Penalty: 4785.062988
	Iteration 85Q: 3 clusters Score -2165056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2165059.500000 Penalty: 4785.062988
	Iteration 86Q: 3 clusters Score -2165060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2165069.500000 Penalty: 4785.062988
	Iteration 87Q: 3 clusters Score -2165070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2165075.750000 Penalty: 4785.062988
	Iteration 88Q: 3 clusters Score -2165076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2165077.250000 Penalty: 4785.062988
	Iteration 89Q: 3 clusters Score -2165077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2165079.750000 Penalty: 4785.062988
	Iteration 90Q: 3 clusters Score -2165080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2165083.750000 Penalty: 4785.062988
	Iteration 91Q: 3 clusters Score -2165084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -2165090.250000 Penalty: 4785.062988
	Iteration 92Q: 3 clusters Score -2165090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2165087.250000 Penalty: 4785.062988
	Iteration 93Q: 3 clusters Score -2165087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2165089.250000 Penalty: 4785.062988
	Iteration 94Q: 3 clusters Score -2165089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2165098.500000 Penalty: 4785.062988
	Iteration 95Q: 3 clusters Score -2165098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2165096.500000 Penalty: 4785.062988
	Iteration 96Q: 3 clusters Score -2165096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2165102.500000 Penalty: 4785.062988
	Iteration 97Q: 3 clusters Score -2165102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2165103.500000 Penalty: 4785.062988
	Iteration 98Q: 3 clusters Score -2165104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2165107.500000 Penalty: 4785.062988
	Iteration 99Q: 3 clusters Score -2165108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2165106.250000 Penalty: 4785.062988
	Iteration 100F: 3 clusters Score -2165106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2165107.500000 Penalty: 4785.062988
	Iteration 101Q: 3 clusters Score -2165108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2165115.250000 Penalty: 4785.062988
	Iteration 102Q: 3 clusters Score -2165115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2165111.500000 Penalty: 4785.062988
	Iteration 103Q: 3 clusters Score -2165112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -2165116.500000 Penalty: 4785.062988
	Iteration 104Q: 3 clusters Score -2165116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2165114.500000 Penalty: 4785.062988
	Iteration 105Q: 3 clusters Score -2165114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2165115.250000 Penalty: 4785.062988
	Iteration 106Q: 3 clusters Score -2165115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2165120.750000 Penalty: 4785.062988
	Iteration 107Q: 3 clusters Score -2165121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2165118.000000 Penalty: 4785.062988
	Iteration 108Q: 3 clusters Score -2165118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2165124.750000 Penalty: 4785.062988
	Iteration 109Q: 3 clusters Score -2165125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2165122.500000 Penalty: 4785.062988
	Iteration 110Q: 3 clusters Score -2165122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2165123.250000 Penalty: 4785.062988
	Iteration 111Q: 3 clusters Score -2165123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2165120.500000 Penalty: 4785.062988
	Iteration 112Q: 3 clusters Score -2165120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2165121.250000 Penalty: 4785.062988
	Iteration 113Q: 3 clusters Score -2165121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2165120.250000 Penalty: 4785.062988
	Iteration 114Q: 3 clusters Score -2165120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2165120.250000 Penalty: 4785.062988
	Iteration 115F: 3 clusters Score -2165120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42052 members 
Entering Unmasked Estep 
Score: -5626250.500000 Penalty: 2640.372070
	Iteration 0F: 2 clusters Score -5626250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -5597723.500000 Penalty: 5280.744141
	Iteration 0F: 3 clusters Score -5597724 nChanged 19285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -5608854.000000 Penalty: 5280.744141
	Iteration 1F: 3 clusters Score -5608854 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -5609795.500000 Penalty: 5280.744141
	Iteration 2F: 3 clusters Score -5609796 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -5610860.000000 Penalty: 5280.744141
	Iteration 3Q: 3 clusters Score -5610860 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -5611939.500000 Penalty: 5280.744141
	Iteration 4F: 3 clusters Score -5611940 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -5612958.000000 Penalty: 5280.744141
	Iteration 5F: 3 clusters Score -5612958 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -5614192.000000 Penalty: 5280.744141
	Iteration 6F: 3 clusters Score -5614192 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -5615580.500000 Penalty: 5280.744141
	Iteration 7F: 3 clusters Score -5615580 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -5617152.000000 Penalty: 5280.744141
	Iteration 8F: 3 clusters Score -5617152 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -5618824.500000 Penalty: 5280.744141
	Iteration 9F: 3 clusters Score -5618824 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -5620088.000000 Penalty: 5280.744141
	Iteration 10Q: 3 clusters Score -5620088 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -5620983.000000 Penalty: 5280.744141
	Iteration 11Q: 3 clusters Score -5620983 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -5621677.000000 Penalty: 5280.744141
	Iteration 12Q: 3 clusters Score -5621677 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -5622321.000000 Penalty: 5280.744141
	Iteration 13Q: 3 clusters Score -5622321 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33195 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -5622883.000000 Penalty: 5280.744141
	Iteration 14Q: 3 clusters Score -5622883 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34117 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -5623452.000000 Penalty: 5280.744141
	Iteration 15Q: 3 clusters Score -5623452 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -5623932.000000 Penalty: 5280.744141
	Iteration 16Q: 3 clusters Score -5623932 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -5624333.500000 Penalty: 5280.744141
	Iteration 17Q: 3 clusters Score -5624334 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -5624668.500000 Penalty: 5280.744141
	Iteration 18Q: 3 clusters Score -5624668 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -5624938.500000 Penalty: 5280.744141
	Iteration 19Q: 3 clusters Score -5624938 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -5625123.500000 Penalty: 5280.744141
	Iteration 20F: 3 clusters Score -5625124 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37360 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -5625261.000000 Penalty: 5280.744141
	Iteration 21Q: 3 clusters Score -5625261 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -5625364.000000 Penalty: 5280.744141
	Iteration 22Q: 3 clusters Score -5625364 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -5625415.500000 Penalty: 5280.744141
	Iteration 23Q: 3 clusters Score -5625416 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -5625461.500000 Penalty: 5280.744141
	Iteration 24Q: 3 clusters Score -5625462 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -5625485.000000 Penalty: 5280.744141
	Iteration 25Q: 3 clusters Score -5625485 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -5625502.000000 Penalty: 5280.744141
	Iteration 26Q: 3 clusters Score -5625502 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -5625523.000000 Penalty: 5280.744141
	Iteration 27Q: 3 clusters Score -5625523 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -5625535.500000 Penalty: 5280.744141
	Iteration 28Q: 3 clusters Score -5625536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -5625546.500000 Penalty: 5280.744141
	Iteration 29Q: 3 clusters Score -5625546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -5625548.500000 Penalty: 5280.744141
	Iteration 30Q: 3 clusters Score -5625548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5625555.500000 Penalty: 5280.744141
	Iteration 31Q: 3 clusters Score -5625556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38492 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -5625557.500000 Penalty: 5280.744141
	Iteration 32Q: 3 clusters Score -5625558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -5625559.000000 Penalty: 5280.744141
	Iteration 33Q: 3 clusters Score -5625559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5625561.000000 Penalty: 5280.744141
	Iteration 34Q: 3 clusters Score -5625561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38539 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -5625564.500000 Penalty: 5280.744141
	Iteration 35Q: 3 clusters Score -5625564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -5625577.000000 Penalty: 5280.744141
	Iteration 36Q: 3 clusters Score -5625577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -5625581.000000 Penalty: 5280.744141
	Iteration 37Q: 3 clusters Score -5625581 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -5625580.000000 Penalty: 5280.744141
	Iteration 38Q: 3 clusters Score -5625580 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -5625586.000000 Penalty: 5280.744141
	Iteration 39Q: 3 clusters Score -5625586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -5625577.500000 Penalty: 5280.744141
	Iteration 40F: 3 clusters Score -5625578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -5625573.000000 Penalty: 5280.744141
	Iteration 41Q: 3 clusters Score -5625573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -5625575.000000 Penalty: 5280.744141
	Iteration 42Q: 3 clusters Score -5625575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -5625574.000000 Penalty: 5280.744141
	Iteration 43Q: 3 clusters Score -5625574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -5625581.500000 Penalty: 5280.744141
	Iteration 44Q: 3 clusters Score -5625582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5625581.000000 Penalty: 5280.744141
	Iteration 45Q: 3 clusters Score -5625581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -5625583.500000 Penalty: 5280.744141
	Iteration 46Q: 3 clusters Score -5625584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -5625586.000000 Penalty: 5280.744141
	Iteration 47Q: 3 clusters Score -5625586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -5625588.500000 Penalty: 5280.744141
	Iteration 48Q: 3 clusters Score -5625588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -5625589.500000 Penalty: 5280.744141
	Iteration 49Q: 3 clusters Score -5625590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -5625592.500000 Penalty: 5280.744141
	Iteration 50Q: 3 clusters Score -5625592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -5625593.500000 Penalty: 5280.744141
	Iteration 51Q: 3 clusters Score -5625594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38677 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -5625592.500000 Penalty: 5280.744141
	Iteration 52Q: 3 clusters Score -5625592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5625594.500000 Penalty: 5280.744141
	Iteration 53Q: 3 clusters Score -5625594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -5625594.500000 Penalty: 5280.744141
	Iteration 54F: 3 clusters Score -5625594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Entering Unmasked Estep 
Score: -1521464.500000 Penalty: 2332.807617
	Iteration 0F: 2 clusters Score -1521464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1512470.000000 Penalty: 4665.615234
	Iteration 0F: 3 clusters Score -1512470 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1515109.875000 Penalty: 4665.615234
	Iteration 1F: 3 clusters Score -1515110 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1515435.000000 Penalty: 4665.615234
	Iteration 2F: 3 clusters Score -1515435 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1515675.250000 Penalty: 4665.615234
	Iteration 3F: 3 clusters Score -1515675 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1515891.375000 Penalty: 4665.615234
	Iteration 4Q: 3 clusters Score -1515891 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1516124.125000 Penalty: 4665.615234
	Iteration 5Q: 3 clusters Score -1516124 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1516365.500000 Penalty: 4665.615234
	Iteration 6Q: 3 clusters Score -1516366 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1516620.000000 Penalty: 4665.615234
	Iteration 7Q: 3 clusters Score -1516620 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1516858.500000 Penalty: 4665.615234
	Iteration 8Q: 3 clusters Score -1516858 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1517089.125000 Penalty: 4665.615234
	Iteration 9Q: 3 clusters Score -1517089 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1517279.750000 Penalty: 4665.615234
	Iteration 10Q: 3 clusters Score -1517280 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1517446.250000 Penalty: 4665.615234
	Iteration 11Q: 3 clusters Score -1517446 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1517632.500000 Penalty: 4665.615234
	Iteration 12Q: 3 clusters Score -1517632 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1517827.000000 Penalty: 4665.615234
	Iteration 13Q: 3 clusters Score -1517827 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1518052.000000 Penalty: 4665.615234
	Iteration 14Q: 3 clusters Score -1518052 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -1518247.750000 Penalty: 4665.615234
	Iteration 15Q: 3 clusters Score -1518248 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1518437.750000 Penalty: 4665.615234
	Iteration 16Q: 3 clusters Score -1518438 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1518609.875000 Penalty: 4665.615234
	Iteration 17Q: 3 clusters Score -1518610 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1518761.125000 Penalty: 4665.615234
	Iteration 18Q: 3 clusters Score -1518761 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1518871.250000 Penalty: 4665.615234
	Iteration 19Q: 3 clusters Score -1518871 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1518973.625000 Penalty: 4665.615234
	Iteration 20F: 3 clusters Score -1518974 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1519070.625000 Penalty: 4665.615234
	Iteration 21Q: 3 clusters Score -1519071 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1519165.750000 Penalty: 4665.615234
	Iteration 22Q: 3 clusters Score -1519166 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1519247.875000 Penalty: 4665.615234
	Iteration 23Q: 3 clusters Score -1519248 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1519326.500000 Penalty: 4665.615234
	Iteration 24Q: 3 clusters Score -1519326 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1519389.250000 Penalty: 4665.615234
	Iteration 25Q: 3 clusters Score -1519389 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1519445.125000 Penalty: 4665.615234
	Iteration 26Q: 3 clusters Score -1519445 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1519496.125000 Penalty: 4665.615234
	Iteration 27Q: 3 clusters Score -1519496 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1519544.000000 Penalty: 4665.615234
	Iteration 28Q: 3 clusters Score -1519544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1519592.375000 Penalty: 4665.615234
	Iteration 29Q: 3 clusters Score -1519592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1519637.375000 Penalty: 4665.615234
	Iteration 30Q: 3 clusters Score -1519637 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1519687.625000 Penalty: 4665.615234
	Iteration 31Q: 3 clusters Score -1519688 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1519727.750000 Penalty: 4665.615234
	Iteration 32Q: 3 clusters Score -1519728 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1519770.500000 Penalty: 4665.615234
	Iteration 33Q: 3 clusters Score -1519770 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1519802.375000 Penalty: 4665.615234
	Iteration 34Q: 3 clusters Score -1519802 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1519827.625000 Penalty: 4665.615234
	Iteration 35Q: 3 clusters Score -1519828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1519849.125000 Penalty: 4665.615234
	Iteration 36Q: 3 clusters Score -1519849 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1519872.375000 Penalty: 4665.615234
	Iteration 37Q: 3 clusters Score -1519872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1519886.875000 Penalty: 4665.615234
	Iteration 38Q: 3 clusters Score -1519887 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1519908.125000 Penalty: 4665.615234
	Iteration 39Q: 3 clusters Score -1519908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1519927.875000 Penalty: 4665.615234
	Iteration 40F: 3 clusters Score -1519928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1519941.125000 Penalty: 4665.615234
	Iteration 41Q: 3 clusters Score -1519941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1519951.000000 Penalty: 4665.615234
	Iteration 42Q: 3 clusters Score -1519951 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1519958.875000 Penalty: 4665.615234
	Iteration 43Q: 3 clusters Score -1519959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1519963.625000 Penalty: 4665.615234
	Iteration 44Q: 3 clusters Score -1519964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1519967.500000 Penalty: 4665.615234
	Iteration 45Q: 3 clusters Score -1519968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1519976.250000 Penalty: 4665.615234
	Iteration 46Q: 3 clusters Score -1519976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1519982.875000 Penalty: 4665.615234
	Iteration 47Q: 3 clusters Score -1519983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1519986.125000 Penalty: 4665.615234
	Iteration 48Q: 3 clusters Score -1519986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1519995.000000 Penalty: 4665.615234
	Iteration 49Q: 3 clusters Score -1519995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1519995.500000 Penalty: 4665.615234
	Iteration 50Q: 3 clusters Score -1519996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1519997.750000 Penalty: 4665.615234
	Iteration 51Q: 3 clusters Score -1519998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1519999.375000 Penalty: 4665.615234
	Iteration 52Q: 3 clusters Score -1519999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1519999.250000 Penalty: 4665.615234
	Iteration 53Q: 3 clusters Score -1519999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1520002.000000 Penalty: 4665.615234
	Iteration 54Q: 3 clusters Score -1520002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1520000.625000 Penalty: 4665.615234
	Iteration 55Q: 3 clusters Score -1520001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1520001.250000 Penalty: 4665.615234
	Iteration 56Q: 3 clusters Score -1520001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1520001.250000 Penalty: 4665.615234
	Iteration 57F: 3 clusters Score -1520001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -23167.775391 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -23167.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22060.371094 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -22060.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22110.853516 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -22110.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22138.617188 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -22138.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -22166.880859 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -22166.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22257.097656 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -22257.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -22292.347656 Penalty: 2612.857666
	Iteration 5Q: 3 clusters Score -22292.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22297.945312 Penalty: 2612.857666
	Iteration 6Q: 3 clusters Score -22297.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22297.945312 Penalty: 2612.857666
	Iteration 7F: 3 clusters Score -22297.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Entering Unmasked Estep 
Score: -2857657.000000 Penalty: 2462.985840
	Iteration 0F: 2 clusters Score -2857657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2843149.500000 Penalty: 4925.971680
	Iteration 0F: 3 clusters Score -2843150 nChanged 8954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2847914.750000 Penalty: 4925.971680
	Iteration 1F: 3 clusters Score -2847915 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2848329.000000 Penalty: 4925.971680
	Iteration 2F: 3 clusters Score -2848329 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2848662.750000 Penalty: 4925.971680
	Iteration 3Q: 3 clusters Score -2848663 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2848911.500000 Penalty: 4925.971680
	Iteration 4Q: 3 clusters Score -2848912 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2849105.000000 Penalty: 4925.971680
	Iteration 5Q: 3 clusters Score -2849105 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2849309.750000 Penalty: 4925.971680
	Iteration 6Q: 3 clusters Score -2849310 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2849483.000000 Penalty: 4925.971680
	Iteration 7Q: 3 clusters Score -2849483 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -2849632.500000 Penalty: 4925.971680
	Iteration 8Q: 3 clusters Score -2849632 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2849804.250000 Penalty: 4925.971680
	Iteration 9Q: 3 clusters Score -2849804 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2850037.000000 Penalty: 4925.971680
	Iteration 10Q: 3 clusters Score -2850037 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2850310.000000 Penalty: 4925.971680
	Iteration 11Q: 3 clusters Score -2850310 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2850650.500000 Penalty: 4925.971680
	Iteration 12Q: 3 clusters Score -2850650 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -2851089.500000 Penalty: 4925.971680
	Iteration 13Q: 3 clusters Score -2851090 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2851626.000000 Penalty: 4925.971680
	Iteration 14Q: 3 clusters Score -2851626 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -2852175.500000 Penalty: 4925.971680
	Iteration 15Q: 3 clusters Score -2852176 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2852775.500000 Penalty: 4925.971680
	Iteration 16Q: 3 clusters Score -2852776 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2853358.750000 Penalty: 4925.971680
	Iteration 17Q: 3 clusters Score -2853359 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2853874.250000 Penalty: 4925.971680
	Iteration 18Q: 3 clusters Score -2853874 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2854190.750000 Penalty: 4925.971680
	Iteration 19Q: 3 clusters Score -2854191 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2854477.000000 Penalty: 4925.971680
	Iteration 20F: 3 clusters Score -2854477 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2854664.250000 Penalty: 4925.971680
	Iteration 21Q: 3 clusters Score -2854664 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2854806.750000 Penalty: 4925.971680
	Iteration 22Q: 3 clusters Score -2854807 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2854922.000000 Penalty: 4925.971680
	Iteration 23Q: 3 clusters Score -2854922 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2854992.000000 Penalty: 4925.971680
	Iteration 24Q: 3 clusters Score -2854992 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2855047.750000 Penalty: 4925.971680
	Iteration 25Q: 3 clusters Score -2855048 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2855095.000000 Penalty: 4925.971680
	Iteration 26Q: 3 clusters Score -2855095 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -2855135.250000 Penalty: 4925.971680
	Iteration 27Q: 3 clusters Score -2855135 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -2855162.000000 Penalty: 4925.971680
	Iteration 28Q: 3 clusters Score -2855162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2855202.250000 Penalty: 4925.971680
	Iteration 29Q: 3 clusters Score -2855202 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -2855236.250000 Penalty: 4925.971680
	Iteration 30Q: 3 clusters Score -2855236 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2855272.250000 Penalty: 4925.971680
	Iteration 31Q: 3 clusters Score -2855272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2855311.250000 Penalty: 4925.971680
	Iteration 32Q: 3 clusters Score -2855311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2855329.750000 Penalty: 4925.971680
	Iteration 33Q: 3 clusters Score -2855330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -2855355.750000 Penalty: 4925.971680
	Iteration 34Q: 3 clusters Score -2855356 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2855368.750000 Penalty: 4925.971680
	Iteration 35Q: 3 clusters Score -2855369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2855393.750000 Penalty: 4925.971680
	Iteration 36Q: 3 clusters Score -2855394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -2855406.750000 Penalty: 4925.971680
	Iteration 37Q: 3 clusters Score -2855407 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2855415.500000 Penalty: 4925.971680
	Iteration 38Q: 3 clusters Score -2855416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2855429.750000 Penalty: 4925.971680
	Iteration 39Q: 3 clusters Score -2855430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2855442.000000 Penalty: 4925.971680
	Iteration 40F: 3 clusters Score -2855442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2855460.250000 Penalty: 4925.971680
	Iteration 41Q: 3 clusters Score -2855460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2855473.750000 Penalty: 4925.971680
	Iteration 42Q: 3 clusters Score -2855474 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2855495.250000 Penalty: 4925.971680
	Iteration 43Q: 3 clusters Score -2855495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2855503.250000 Penalty: 4925.971680
	Iteration 44Q: 3 clusters Score -2855503 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2855507.000000 Penalty: 4925.971680
	Iteration 45Q: 3 clusters Score -2855507 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2855520.000000 Penalty: 4925.971680
	Iteration 46Q: 3 clusters Score -2855520 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2855523.500000 Penalty: 4925.971680
	Iteration 47Q: 3 clusters Score -2855524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2855528.500000 Penalty: 4925.971680
	Iteration 48Q: 3 clusters Score -2855528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2855533.750000 Penalty: 4925.971680
	Iteration 49Q: 3 clusters Score -2855534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -2855530.750000 Penalty: 4925.971680
	Iteration 50Q: 3 clusters Score -2855531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2855534.250000 Penalty: 4925.971680
	Iteration 51Q: 3 clusters Score -2855534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2855537.250000 Penalty: 4925.971680
	Iteration 52Q: 3 clusters Score -2855537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2855538.250000 Penalty: 4925.971680
	Iteration 53Q: 3 clusters Score -2855538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -2855541.000000 Penalty: 4925.971680
	Iteration 54Q: 3 clusters Score -2855541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2855537.250000 Penalty: 4925.971680
	Iteration 55Q: 3 clusters Score -2855537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -2855543.000000 Penalty: 4925.971680
	Iteration 56Q: 3 clusters Score -2855543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2855542.000000 Penalty: 4925.971680
	Iteration 57Q: 3 clusters Score -2855542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -2855538.750000 Penalty: 4925.971680
	Iteration 58Q: 3 clusters Score -2855539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2855540.000000 Penalty: 4925.971680
	Iteration 59Q: 3 clusters Score -2855540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2855540.000000 Penalty: 4925.971680
	Iteration 60F: 3 clusters Score -2855540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Entering Unmasked Estep 
Score: -1067251.750000 Penalty: 2217.795166
	Iteration 0F: 2 clusters Score -1067252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1061005.625000 Penalty: 4435.590332
	Iteration 0F: 3 clusters Score -1061006 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1062594.000000 Penalty: 4435.590332
	Iteration 1F: 3 clusters Score -1062594 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1062835.500000 Penalty: 4435.590332
	Iteration 2F: 3 clusters Score -1062836 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1063000.500000 Penalty: 4435.590332
	Iteration 3Q: 3 clusters Score -1063000 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1063139.375000 Penalty: 4435.590332
	Iteration 4Q: 3 clusters Score -1063139 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1063226.500000 Penalty: 4435.590332
	Iteration 5Q: 3 clusters Score -1063226 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1063313.000000 Penalty: 4435.590332
	Iteration 6Q: 3 clusters Score -1063313 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1063369.500000 Penalty: 4435.590332
	Iteration 7Q: 3 clusters Score -1063370 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1063430.500000 Penalty: 4435.590332
	Iteration 8Q: 3 clusters Score -1063430 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1063469.125000 Penalty: 4435.590332
	Iteration 9Q: 3 clusters Score -1063469 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1063510.125000 Penalty: 4435.590332
	Iteration 10Q: 3 clusters Score -1063510 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1063549.125000 Penalty: 4435.590332
	Iteration 11Q: 3 clusters Score -1063549 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1063583.625000 Penalty: 4435.590332
	Iteration 12Q: 3 clusters Score -1063584 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1063630.000000 Penalty: 4435.590332
	Iteration 13Q: 3 clusters Score -1063630 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1063678.875000 Penalty: 4435.590332
	Iteration 14Q: 3 clusters Score -1063679 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1063728.625000 Penalty: 4435.590332
	Iteration 15Q: 3 clusters Score -1063729 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1063773.250000 Penalty: 4435.590332
	Iteration 16Q: 3 clusters Score -1063773 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1063815.125000 Penalty: 4435.590332
	Iteration 17Q: 3 clusters Score -1063815 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1063864.250000 Penalty: 4435.590332
	Iteration 18Q: 3 clusters Score -1063864 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1063925.000000 Penalty: 4435.590332
	Iteration 19Q: 3 clusters Score -1063925 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1064005.625000 Penalty: 4435.590332
	Iteration 20F: 3 clusters Score -1064006 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1064106.875000 Penalty: 4435.590332
	Iteration 21Q: 3 clusters Score -1064107 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1064218.125000 Penalty: 4435.590332
	Iteration 22Q: 3 clusters Score -1064218 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1064341.375000 Penalty: 4435.590332
	Iteration 23Q: 3 clusters Score -1064341 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1064462.875000 Penalty: 4435.590332
	Iteration 24Q: 3 clusters Score -1064463 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1064571.750000 Penalty: 4435.590332
	Iteration 25Q: 3 clusters Score -1064572 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1064684.125000 Penalty: 4435.590332
	Iteration 26Q: 3 clusters Score -1064684 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1064799.375000 Penalty: 4435.590332
	Iteration 27Q: 3 clusters Score -1064799 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1064901.000000 Penalty: 4435.590332
	Iteration 28Q: 3 clusters Score -1064901 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1064980.625000 Penalty: 4435.590332
	Iteration 29Q: 3 clusters Score -1064981 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1065039.875000 Penalty: 4435.590332
	Iteration 30Q: 3 clusters Score -1065040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1065075.625000 Penalty: 4435.590332
	Iteration 31Q: 3 clusters Score -1065076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1065106.000000 Penalty: 4435.590332
	Iteration 32Q: 3 clusters Score -1065106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1065128.875000 Penalty: 4435.590332
	Iteration 33Q: 3 clusters Score -1065129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1065147.875000 Penalty: 4435.590332
	Iteration 34Q: 3 clusters Score -1065148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1065180.375000 Penalty: 4435.590332
	Iteration 35Q: 3 clusters Score -1065180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1065201.250000 Penalty: 4435.590332
	Iteration 36Q: 3 clusters Score -1065201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1065218.250000 Penalty: 4435.590332
	Iteration 37Q: 3 clusters Score -1065218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1065230.250000 Penalty: 4435.590332
	Iteration 38Q: 3 clusters Score -1065230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1065240.000000 Penalty: 4435.590332
	Iteration 39Q: 3 clusters Score -1065240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -1065255.625000 Penalty: 4435.590332
	Iteration 40F: 3 clusters Score -1065256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1065268.750000 Penalty: 4435.590332
	Iteration 41Q: 3 clusters Score -1065269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1065280.125000 Penalty: 4435.590332
	Iteration 42Q: 3 clusters Score -1065280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1065286.500000 Penalty: 4435.590332
	Iteration 43Q: 3 clusters Score -1065286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1065293.125000 Penalty: 4435.590332
	Iteration 44Q: 3 clusters Score -1065293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1065294.625000 Penalty: 4435.590332
	Iteration 45Q: 3 clusters Score -1065295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1065297.250000 Penalty: 4435.590332
	Iteration 46Q: 3 clusters Score -1065297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1065298.000000 Penalty: 4435.590332
	Iteration 47Q: 3 clusters Score -1065298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1065300.250000 Penalty: 4435.590332
	Iteration 48Q: 3 clusters Score -1065300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1065300.375000 Penalty: 4435.590332
	Iteration 49Q: 3 clusters Score -1065300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1065300.750000 Penalty: 4435.590332
	Iteration 50Q: 3 clusters Score -1065301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1065304.625000 Penalty: 4435.590332
	Iteration 51Q: 3 clusters Score -1065305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1065308.000000 Penalty: 4435.590332
	Iteration 52Q: 3 clusters Score -1065308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1065315.625000 Penalty: 4435.590332
	Iteration 53Q: 3 clusters Score -1065316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1065323.125000 Penalty: 4435.590332
	Iteration 54Q: 3 clusters Score -1065323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1065327.250000 Penalty: 4435.590332
	Iteration 55Q: 3 clusters Score -1065327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1065328.375000 Penalty: 4435.590332
	Iteration 56Q: 3 clusters Score -1065328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1065332.500000 Penalty: 4435.590332
	Iteration 57Q: 3 clusters Score -1065332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1065333.500000 Penalty: 4435.590332
	Iteration 58Q: 3 clusters Score -1065334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1065333.625000 Penalty: 4435.590332
	Iteration 59Q: 3 clusters Score -1065334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1065336.875000 Penalty: 4435.590332
	Iteration 60F: 3 clusters Score -1065337 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Entering Unmasked Estep 
Score: -2818467.250000 Penalty: 2462.430420
	Iteration 0F: 2 clusters Score -2818467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2804073.500000 Penalty: 4924.860840
	Iteration 0F: 3 clusters Score -2804074 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2809255.250000 Penalty: 4924.860840
	Iteration 1F: 3 clusters Score -2809255 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2810074.500000 Penalty: 4924.860840
	Iteration 2F: 3 clusters Score -2810074 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -2810978.000000 Penalty: 4924.860840
	Iteration 3F: 3 clusters Score -2810978 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2811907.500000 Penalty: 4924.860840
	Iteration 4F: 3 clusters Score -2811908 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2812820.250000 Penalty: 4924.860840
	Iteration 5F: 3 clusters Score -2812820 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2813722.750000 Penalty: 4924.860840
	Iteration 6F: 3 clusters Score -2813723 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -2814390.000000 Penalty: 4924.860840
	Iteration 7F: 3 clusters Score -2814390 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2814883.000000 Penalty: 4924.860840
	Iteration 8Q: 3 clusters Score -2814883 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2815214.750000 Penalty: 4924.860840
	Iteration 9Q: 3 clusters Score -2815215 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2815443.500000 Penalty: 4924.860840
	Iteration 10Q: 3 clusters Score -2815444 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -2815610.750000 Penalty: 4924.860840
	Iteration 11Q: 3 clusters Score -2815611 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -2815765.500000 Penalty: 4924.860840
	Iteration 12Q: 3 clusters Score -2815766 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -2815900.000000 Penalty: 4924.860840
	Iteration 13Q: 3 clusters Score -2815900 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2816011.000000 Penalty: 4924.860840
	Iteration 14Q: 3 clusters Score -2816011 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2816088.250000 Penalty: 4924.860840
	Iteration 15Q: 3 clusters Score -2816088 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -2816141.250000 Penalty: 4924.860840
	Iteration 16Q: 3 clusters Score -2816141 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2816203.750000 Penalty: 4924.860840
	Iteration 17Q: 3 clusters Score -2816204 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2816258.250000 Penalty: 4924.860840
	Iteration 18Q: 3 clusters Score -2816258 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -2816327.750000 Penalty: 4924.860840
	Iteration 19Q: 3 clusters Score -2816328 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -2816388.250000 Penalty: 4924.860840
	Iteration 20F: 3 clusters Score -2816388 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2816433.250000 Penalty: 4924.860840
	Iteration 21Q: 3 clusters Score -2816433 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2816487.250000 Penalty: 4924.860840
	Iteration 22Q: 3 clusters Score -2816487 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2816547.250000 Penalty: 4924.860840
	Iteration 23Q: 3 clusters Score -2816547 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -2816591.000000 Penalty: 4924.860840
	Iteration 24Q: 3 clusters Score -2816591 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -2816641.250000 Penalty: 4924.860840
	Iteration 25Q: 3 clusters Score -2816641 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2816696.250000 Penalty: 4924.860840
	Iteration 26Q: 3 clusters Score -2816696 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2816727.250000 Penalty: 4924.860840
	Iteration 27Q: 3 clusters Score -2816727 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2816772.750000 Penalty: 4924.860840
	Iteration 28Q: 3 clusters Score -2816773 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2816827.250000 Penalty: 4924.860840
	Iteration 29Q: 3 clusters Score -2816827 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2816863.250000 Penalty: 4924.860840
	Iteration 30Q: 3 clusters Score -2816863 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2816900.250000 Penalty: 4924.860840
	Iteration 31Q: 3 clusters Score -2816900 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2816930.250000 Penalty: 4924.860840
	Iteration 32Q: 3 clusters Score -2816930 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2816954.750000 Penalty: 4924.860840
	Iteration 33Q: 3 clusters Score -2816955 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2816982.500000 Penalty: 4924.860840
	Iteration 34Q: 3 clusters Score -2816982 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2817016.000000 Penalty: 4924.860840
	Iteration 35Q: 3 clusters Score -2817016 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2817038.750000 Penalty: 4924.860840
	Iteration 36Q: 3 clusters Score -2817039 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2817053.750000 Penalty: 4924.860840
	Iteration 37Q: 3 clusters Score -2817054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2817069.500000 Penalty: 4924.860840
	Iteration 38Q: 3 clusters Score -2817070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2817087.250000 Penalty: 4924.860840
	Iteration 39Q: 3 clusters Score -2817087 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2817099.000000 Penalty: 4924.860840
	Iteration 40F: 3 clusters Score -2817099 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2817114.250000 Penalty: 4924.860840
	Iteration 41Q: 3 clusters Score -2817114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2817117.250000 Penalty: 4924.860840
	Iteration 42Q: 3 clusters Score -2817117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2817123.250000 Penalty: 4924.860840
	Iteration 43Q: 3 clusters Score -2817123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2817127.250000 Penalty: 4924.860840
	Iteration 44Q: 3 clusters Score -2817127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2817128.000000 Penalty: 4924.860840
	Iteration 45Q: 3 clusters Score -2817128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2817137.500000 Penalty: 4924.860840
	Iteration 46Q: 3 clusters Score -2817138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2817142.750000 Penalty: 4924.860840
	Iteration 47Q: 3 clusters Score -2817143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2817142.000000 Penalty: 4924.860840
	Iteration 48Q: 3 clusters Score -2817142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2817152.750000 Penalty: 4924.860840
	Iteration 49Q: 3 clusters Score -2817153 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2817158.500000 Penalty: 4924.860840
	Iteration 50Q: 3 clusters Score -2817158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2817166.500000 Penalty: 4924.860840
	Iteration 51Q: 3 clusters Score -2817166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2817168.000000 Penalty: 4924.860840
	Iteration 52Q: 3 clusters Score -2817168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2817169.250000 Penalty: 4924.860840
	Iteration 53Q: 3 clusters Score -2817169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2817175.250000 Penalty: 4924.860840
	Iteration 54Q: 3 clusters Score -2817175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -2817178.250000 Penalty: 4924.860840
	Iteration 55Q: 3 clusters Score -2817178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2817176.500000 Penalty: 4924.860840
	Iteration 56Q: 3 clusters Score -2817176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2817182.000000 Penalty: 4924.860840
	Iteration 57Q: 3 clusters Score -2817182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2817181.750000 Penalty: 4924.860840
	Iteration 58Q: 3 clusters Score -2817182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2817186.750000 Penalty: 4924.860840
	Iteration 59Q: 3 clusters Score -2817187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2817185.500000 Penalty: 4924.860840
	Iteration 60F: 3 clusters Score -2817186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2817187.750000 Penalty: 4924.860840
	Iteration 61Q: 3 clusters Score -2817188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2817187.500000 Penalty: 4924.860840
	Iteration 62Q: 3 clusters Score -2817188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2817189.500000 Penalty: 4924.860840
	Iteration 63Q: 3 clusters Score -2817190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2817190.500000 Penalty: 4924.860840
	Iteration 64Q: 3 clusters Score -2817190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2817188.250000 Penalty: 4924.860840
	Iteration 65Q: 3 clusters Score -2817188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2817188.250000 Penalty: 4924.860840
	Iteration 66F: 3 clusters Score -2817188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Entering Unmasked Estep 
Score: -2018799.375000 Penalty: 2374.354736
	Iteration 0F: 2 clusters Score -2018799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -2008381.375000 Penalty: 4748.709473
	Iteration 0F: 3 clusters Score -2008381 nChanged 6128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2011640.625000 Penalty: 4748.709473
	Iteration 1F: 3 clusters Score -2011641 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2011911.125000 Penalty: 4748.709473
	Iteration 2F: 3 clusters Score -2011911 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -2012102.375000 Penalty: 4748.709473
	Iteration 3Q: 3 clusters Score -2012102 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -2012240.125000 Penalty: 4748.709473
	Iteration 4Q: 3 clusters Score -2012240 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2012352.500000 Penalty: 4748.709473
	Iteration 5Q: 3 clusters Score -2012352 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -2012434.250000 Penalty: 4748.709473
	Iteration 6Q: 3 clusters Score -2012434 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2012519.750000 Penalty: 4748.709473
	Iteration 7Q: 3 clusters Score -2012520 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2012623.750000 Penalty: 4748.709473
	Iteration 8Q: 3 clusters Score -2012624 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2012736.875000 Penalty: 4748.709473
	Iteration 9Q: 3 clusters Score -2012737 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2012877.875000 Penalty: 4748.709473
	Iteration 10Q: 3 clusters Score -2012878 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2013081.625000 Penalty: 4748.709473
	Iteration 11Q: 3 clusters Score -2013082 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2013400.125000 Penalty: 4748.709473
	Iteration 12Q: 3 clusters Score -2013400 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2013840.625000 Penalty: 4748.709473
	Iteration 13Q: 3 clusters Score -2013841 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2014392.875000 Penalty: 4748.709473
	Iteration 14F: 3 clusters Score -2014393 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2015032.250000 Penalty: 4748.709473
	Iteration 15F: 3 clusters Score -2015032 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2015690.125000 Penalty: 4748.709473
	Iteration 16F: 3 clusters Score -2015690 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -2016187.500000 Penalty: 4748.709473
	Iteration 17Q: 3 clusters Score -2016188 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -2016492.750000 Penalty: 4748.709473
	Iteration 18Q: 3 clusters Score -2016493 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2016654.375000 Penalty: 4748.709473
	Iteration 19Q: 3 clusters Score -2016654 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2016775.750000 Penalty: 4748.709473
	Iteration 20F: 3 clusters Score -2016776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2016857.125000 Penalty: 4748.709473
	Iteration 21Q: 3 clusters Score -2016857 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2016911.750000 Penalty: 4748.709473
	Iteration 22Q: 3 clusters Score -2016912 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -2016945.250000 Penalty: 4748.709473
	Iteration 23Q: 3 clusters Score -2016945 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2016975.875000 Penalty: 4748.709473
	Iteration 24Q: 3 clusters Score -2016976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2016989.500000 Penalty: 4748.709473
	Iteration 25Q: 3 clusters Score -2016990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2017001.625000 Penalty: 4748.709473
	Iteration 26Q: 3 clusters Score -2017002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2017016.000000 Penalty: 4748.709473
	Iteration 27Q: 3 clusters Score -2017016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2017016.625000 Penalty: 4748.709473
	Iteration 28Q: 3 clusters Score -2017017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2017021.250000 Penalty: 4748.709473
	Iteration 29Q: 3 clusters Score -2017021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2017027.125000 Penalty: 4748.709473
	Iteration 30Q: 3 clusters Score -2017027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2017030.250000 Penalty: 4748.709473
	Iteration 31Q: 3 clusters Score -2017030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -2017030.000000 Penalty: 4748.709473
	Iteration 32Q: 3 clusters Score -2017030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2017033.250000 Penalty: 4748.709473
	Iteration 33Q: 3 clusters Score -2017033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2017034.000000 Penalty: 4748.709473
	Iteration 34Q: 3 clusters Score -2017034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2017033.750000 Penalty: 4748.709473
	Iteration 35Q: 3 clusters Score -2017034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -2017033.750000 Penalty: 4748.709473
	Iteration 36F: 3 clusters Score -2017034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -28429.066406 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -28429.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27274.187500 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -27274.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -27353.744141 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -27353.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27362.972656 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -27362.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -27366.144531 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -27366.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27367.513672 Penalty: 2684.176270
	Iteration 4Q: 3 clusters Score -27367.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27367.513672 Penalty: 2684.176270
	Iteration 5F: 3 clusters Score -27367.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Entering Unmasked Estep 
Score: -160071.250000 Penalty: 1753.539551
	Iteration 0F: 2 clusters Score -160071.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -158027.656250 Penalty: 3507.079102
	Iteration 0F: 3 clusters Score -158027.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -158365.031250 Penalty: 3507.079102
	Iteration 1F: 3 clusters Score -158365 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -158451.687500 Penalty: 3507.079102
	Iteration 2F: 3 clusters Score -158451.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -158509.515625 Penalty: 3507.079102
	Iteration 3Q: 3 clusters Score -158509.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -158554.062500 Penalty: 3507.079102
	Iteration 4Q: 3 clusters Score -158554.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -158586.250000 Penalty: 3507.079102
	Iteration 5Q: 3 clusters Score -158586.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -158600.171875 Penalty: 3507.079102
	Iteration 6Q: 3 clusters Score -158600.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -158603.921875 Penalty: 3507.079102
	Iteration 7Q: 3 clusters Score -158603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -158605.625000 Penalty: 3507.079102
	Iteration 8Q: 3 clusters Score -158605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -158608.890625 Penalty: 3507.079102
	Iteration 9Q: 3 clusters Score -158608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -158609.640625 Penalty: 3507.079102
	Iteration 10Q: 3 clusters Score -158609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -158611.453125 Penalty: 3507.079102
	Iteration 11Q: 3 clusters Score -158611.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -158612.765625 Penalty: 3507.079102
	Iteration 12Q: 3 clusters Score -158612.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -158614.468750 Penalty: 3507.079102
	Iteration 13Q: 3 clusters Score -158614.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -158617.703125 Penalty: 3507.079102
	Iteration 14Q: 3 clusters Score -158617.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -158623.734375 Penalty: 3507.079102
	Iteration 15Q: 3 clusters Score -158623.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -158629.593750 Penalty: 3507.079102
	Iteration 16Q: 3 clusters Score -158629.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -158631.000000 Penalty: 3507.079102
	Iteration 17Q: 3 clusters Score -158631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -158631.546875 Penalty: 3507.079102
	Iteration 18Q: 3 clusters Score -158631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -158631.546875 Penalty: 3507.079102
	Iteration 19F: 3 clusters Score -158631.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Entering Unmasked Estep 
Score: -2568323.250000 Penalty: 2459.488281
	Iteration 0F: 2 clusters Score -2568323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -2554328.000000 Penalty: 4918.976562
	Iteration 0F: 3 clusters Score -2554328 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2559505.250000 Penalty: 4918.976562
	Iteration 1F: 3 clusters Score -2559505 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2560659.750000 Penalty: 4918.976562
	Iteration 2F: 3 clusters Score -2560660 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2561897.750000 Penalty: 4918.976562
	Iteration 3F: 3 clusters Score -2561898 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2562929.750000 Penalty: 4918.976562
	Iteration 4F: 3 clusters Score -2562930 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2563744.000000 Penalty: 4918.976562
	Iteration 5F: 3 clusters Score -2563744 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2564303.000000 Penalty: 4918.976562
	Iteration 6Q: 3 clusters Score -2564303 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2564689.000000 Penalty: 4918.976562
	Iteration 7Q: 3 clusters Score -2564689 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2564984.500000 Penalty: 4918.976562
	Iteration 8Q: 3 clusters Score -2564984 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2565176.750000 Penalty: 4918.976562
	Iteration 9Q: 3 clusters Score -2565177 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2565317.000000 Penalty: 4918.976562
	Iteration 10Q: 3 clusters Score -2565317 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -2565417.250000 Penalty: 4918.976562
	Iteration 11Q: 3 clusters Score -2565417 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2565487.750000 Penalty: 4918.976562
	Iteration 12Q: 3 clusters Score -2565488 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2565547.750000 Penalty: 4918.976562
	Iteration 13Q: 3 clusters Score -2565548 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2565594.500000 Penalty: 4918.976562
	Iteration 14Q: 3 clusters Score -2565594 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2565635.000000 Penalty: 4918.976562
	Iteration 15Q: 3 clusters Score -2565635 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2565665.500000 Penalty: 4918.976562
	Iteration 16Q: 3 clusters Score -2565666 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2565685.250000 Penalty: 4918.976562
	Iteration 17Q: 3 clusters Score -2565685 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -2565702.500000 Penalty: 4918.976562
	Iteration 18Q: 3 clusters Score -2565702 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2565717.250000 Penalty: 4918.976562
	Iteration 19Q: 3 clusters Score -2565717 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2565742.500000 Penalty: 4918.976562
	Iteration 20F: 3 clusters Score -2565742 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2565743.000000 Penalty: 4918.976562
	Iteration 21Q: 3 clusters Score -2565743 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2565756.000000 Penalty: 4918.976562
	Iteration 22Q: 3 clusters Score -2565756 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2565764.750000 Penalty: 4918.976562
	Iteration 23Q: 3 clusters Score -2565765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2565772.750000 Penalty: 4918.976562
	Iteration 24Q: 3 clusters Score -2565773 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2565770.000000 Penalty: 4918.976562
	Iteration 25Q: 3 clusters Score -2565770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2565782.250000 Penalty: 4918.976562
	Iteration 26Q: 3 clusters Score -2565782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2565776.750000 Penalty: 4918.976562
	Iteration 27Q: 3 clusters Score -2565777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2565782.500000 Penalty: 4918.976562
	Iteration 28Q: 3 clusters Score -2565782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2565780.750000 Penalty: 4918.976562
	Iteration 29Q: 3 clusters Score -2565781 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2565782.750000 Penalty: 4918.976562
	Iteration 30Q: 3 clusters Score -2565783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2565783.250000 Penalty: 4918.976562
	Iteration 31Q: 3 clusters Score -2565783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2565785.500000 Penalty: 4918.976562
	Iteration 32Q: 3 clusters Score -2565786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2565790.500000 Penalty: 4918.976562
	Iteration 33Q: 3 clusters Score -2565790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2565791.000000 Penalty: 4918.976562
	Iteration 34Q: 3 clusters Score -2565791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2565790.750000 Penalty: 4918.976562
	Iteration 35Q: 3 clusters Score -2565791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -2565794.750000 Penalty: 4918.976562
	Iteration 36Q: 3 clusters Score -2565795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2565798.000000 Penalty: 4918.976562
	Iteration 37Q: 3 clusters Score -2565798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2565794.500000 Penalty: 4918.976562
	Iteration 38Q: 3 clusters Score -2565794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2565796.500000 Penalty: 4918.976562
	Iteration 39Q: 3 clusters Score -2565796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -2565793.750000 Penalty: 4918.976562
	Iteration 40F: 3 clusters Score -2565794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2565797.000000 Penalty: 4918.976562
	Iteration 41Q: 3 clusters Score -2565797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2565796.000000 Penalty: 4918.976562
	Iteration 42Q: 3 clusters Score -2565796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2565797.000000 Penalty: 4918.976562
	Iteration 43Q: 3 clusters Score -2565797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2565799.250000 Penalty: 4918.976562
	Iteration 44Q: 3 clusters Score -2565799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2565800.250000 Penalty: 4918.976562
	Iteration 45Q: 3 clusters Score -2565800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -2565798.250000 Penalty: 4918.976562
	Iteration 46Q: 3 clusters Score -2565798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -2565802.750000 Penalty: 4918.976562
	Iteration 47Q: 3 clusters Score -2565803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2565798.250000 Penalty: 4918.976562
	Iteration 48Q: 3 clusters Score -2565798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2565797.250000 Penalty: 4918.976562
	Iteration 49Q: 3 clusters Score -2565797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2565804.250000 Penalty: 4918.976562
	Iteration 50Q: 3 clusters Score -2565804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2565795.750000 Penalty: 4918.976562
	Iteration 51Q: 3 clusters Score -2565796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2565799.500000 Penalty: 4918.976562
	Iteration 52Q: 3 clusters Score -2565800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2565800.750000 Penalty: 4918.976562
	Iteration 53Q: 3 clusters Score -2565801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2565804.500000 Penalty: 4918.976562
	Iteration 54Q: 3 clusters Score -2565804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2565806.000000 Penalty: 4918.976562
	Iteration 55Q: 3 clusters Score -2565806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2565803.000000 Penalty: 4918.976562
	Iteration 56Q: 3 clusters Score -2565803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2565802.500000 Penalty: 4918.976562
	Iteration 57Q: 3 clusters Score -2565802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2565803.500000 Penalty: 4918.976562
	Iteration 58Q: 3 clusters Score -2565804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2565801.750000 Penalty: 4918.976562
	Iteration 59Q: 3 clusters Score -2565802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2565799.250000 Penalty: 4918.976562
	Iteration 60F: 3 clusters Score -2565799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2565803.000000 Penalty: 4918.976562
	Iteration 61Q: 3 clusters Score -2565803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2565803.000000 Penalty: 4918.976562
	Iteration 62Q: 3 clusters Score -2565803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2565803.500000 Penalty: 4918.976562
	Iteration 63Q: 3 clusters Score -2565804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2565804.000000 Penalty: 4918.976562
	Iteration 64Q: 3 clusters Score -2565804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -2565810.500000 Penalty: 4918.976562
	Iteration 65Q: 3 clusters Score -2565810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2565811.000000 Penalty: 4918.976562
	Iteration 66Q: 3 clusters Score -2565811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2565808.250000 Penalty: 4918.976562
	Iteration 67Q: 3 clusters Score -2565808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2565807.500000 Penalty: 4918.976562
	Iteration 68Q: 3 clusters Score -2565808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -2565805.250000 Penalty: 4918.976562
	Iteration 69Q: 3 clusters Score -2565805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9513 members 
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Mstep: Class 1 contains 9524 members 
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Mstep: Class 1 contains 9532 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9540 members 
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Mstep: Class 2 contains 10732 members 
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Mstep: Class 2 contains 10730 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10570 members 
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Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 8950 members 
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Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12265 members 
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Mstep: Class 1 contains 12325 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 7899 members 
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Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7784 members 
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Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 7730 members 
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Mstep: Class 1 contains 12644 members 
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Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 7575 members 
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Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 7456 members 
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Mstep: Class 1 contains 12880 members 
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Mstep: Class 1 contains 12944 members 
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Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13278 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 6913 members 
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Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 6816 members 
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Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 6743 members 
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Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 6667 members 
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Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 6591 members 
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Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 6524 members 
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Mstep: Class 1 contains 13831 members 
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Mstep: Class 1 contains 13895 members 
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Mstep: Class 1 contains 13951 members 
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Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 6276 members 
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Mstep: Class 2 contains 6176 members 
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Mstep: Class 2 contains 6035 members 
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	Iteration 220F: 3 clusters Score -2567230 nChanged 80
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14532 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 5625 members 
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Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -2567570.000000 Penalty: 4918.976562
	Iteration 256Q: 3 clusters Score -2567570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -2567572.250000 Penalty: 4918.976562
	Iteration 257Q: 3 clusters Score -2567572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2567572.250000 Penalty: 4918.976562
	Iteration 258Q: 3 clusters Score -2567572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -2567574.750000 Penalty: 4918.976562
	Iteration 259Q: 3 clusters Score -2567575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -2567569.750000 Penalty: 4918.976562
	Iteration 260F: 3 clusters Score -2567570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2567569.000000 Penalty: 4918.976562
	Iteration 261Q: 3 clusters Score -2567569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -2567575.250000 Penalty: 4918.976562
	Iteration 262Q: 3 clusters Score -2567575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2567578.250000 Penalty: 4918.976562
	Iteration 263Q: 3 clusters Score -2567578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2567579.250000 Penalty: 4918.976562
	Iteration 264Q: 3 clusters Score -2567579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2567583.750000 Penalty: 4918.976562
	Iteration 265Q: 3 clusters Score -2567584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2567585.250000 Penalty: 4918.976562
	Iteration 266Q: 3 clusters Score -2567585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2567589.500000 Penalty: 4918.976562
	Iteration 267Q: 3 clusters Score -2567590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2567598.000000 Penalty: 4918.976562
	Iteration 268Q: 3 clusters Score -2567598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2567590.750000 Penalty: 4918.976562
	Iteration 269Q: 3 clusters Score -2567591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2567593.750000 Penalty: 4918.976562
	Iteration 270Q: 3 clusters Score -2567594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2567597.250000 Penalty: 4918.976562
	Iteration 271Q: 3 clusters Score -2567597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2567598.000000 Penalty: 4918.976562
	Iteration 272Q: 3 clusters Score -2567598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2567600.000000 Penalty: 4918.976562
	Iteration 273Q: 3 clusters Score -2567600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2567601.000000 Penalty: 4918.976562
	Iteration 274Q: 3 clusters Score -2567601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -2567599.750000 Penalty: 4918.976562
	Iteration 275Q: 3 clusters Score -2567600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -2567602.000000 Penalty: 4918.976562
	Iteration 276Q: 3 clusters Score -2567602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -2567604.500000 Penalty: 4918.976562
	Iteration 277Q: 3 clusters Score -2567604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2567603.000000 Penalty: 4918.976562
	Iteration 278Q: 3 clusters Score -2567603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2567601.000000 Penalty: 4918.976562
	Iteration 279Q: 3 clusters Score -2567601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2567596.750000 Penalty: 4918.976562
	Iteration 280F: 3 clusters Score -2567597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -2567596.250000 Penalty: 4918.976562
	Iteration 281Q: 3 clusters Score -2567596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2567600.500000 Penalty: 4918.976562
	Iteration 282Q: 3 clusters Score -2567600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -2567600.500000 Penalty: 4918.976562
	Iteration 283F: 3 clusters Score -2567600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -680151.750000 Penalty: 2115.760742
	Iteration 0F: 2 clusters Score -680151.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -675618.187500 Penalty: 4231.521484
	Iteration 0F: 3 clusters Score -675618.2 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -676763.625000 Penalty: 4231.521484
	Iteration 1F: 3 clusters Score -676763.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -677210.312500 Penalty: 4231.521484
	Iteration 2F: 3 clusters Score -677210.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -677620.812500 Penalty: 4231.521484
	Iteration 3F: 3 clusters Score -677620.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -677976.062500 Penalty: 4231.521484
	Iteration 4F: 3 clusters Score -677976.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -678288.562500 Penalty: 4231.521484
	Iteration 5F: 3 clusters Score -678288.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -678497.250000 Penalty: 4231.521484
	Iteration 6Q: 3 clusters Score -678497.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -678631.187500 Penalty: 4231.521484
	Iteration 7Q: 3 clusters Score -678631.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -678701.437500 Penalty: 4231.521484
	Iteration 8Q: 3 clusters Score -678701.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -678746.625000 Penalty: 4231.521484
	Iteration 9Q: 3 clusters Score -678746.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -678771.062500 Penalty: 4231.521484
	Iteration 10Q: 3 clusters Score -678771.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -678784.187500 Penalty: 4231.521484
	Iteration 11Q: 3 clusters Score -678784.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -678789.750000 Penalty: 4231.521484
	Iteration 12Q: 3 clusters Score -678789.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -678798.437500 Penalty: 4231.521484
	Iteration 13Q: 3 clusters Score -678798.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -678803.687500 Penalty: 4231.521484
	Iteration 14Q: 3 clusters Score -678803.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -678809.875000 Penalty: 4231.521484
	Iteration 15Q: 3 clusters Score -678809.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -678811.000000 Penalty: 4231.521484
	Iteration 16Q: 3 clusters Score -678811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -678813.562500 Penalty: 4231.521484
	Iteration 17Q: 3 clusters Score -678813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -678815.437500 Penalty: 4231.521484
	Iteration 18Q: 3 clusters Score -678815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -678816.500000 Penalty: 4231.521484
	Iteration 19Q: 3 clusters Score -678816.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -678819.000000 Penalty: 4231.521484
	Iteration 20F: 3 clusters Score -678819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -678820.687500 Penalty: 4231.521484
	Iteration 21Q: 3 clusters Score -678820.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -678823.125000 Penalty: 4231.521484
	Iteration 22Q: 3 clusters Score -678823.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -678824.562500 Penalty: 4231.521484
	Iteration 23Q: 3 clusters Score -678824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -678826.000000 Penalty: 4231.521484
	Iteration 24Q: 3 clusters Score -678826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -678826.000000 Penalty: 4231.521484
	Iteration 25Q: 3 clusters Score -678826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -678827.625000 Penalty: 4231.521484
	Iteration 26Q: 3 clusters Score -678827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -678827.062500 Penalty: 4231.521484
	Iteration 27Q: 3 clusters Score -678827.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -678827.062500 Penalty: 4231.521484
	Iteration 28F: 3 clusters Score -678827.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -88849.984375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -88849.98 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 338 members 
Entering Unmasked Estep 
Score: -87160.953125 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -87160.95 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87465.101562 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -87465.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87620.640625 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -87620.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87731.226562 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -87731.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -87826.523438 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -87826.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -87938.937500 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -87938.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -88055.304688 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -88055.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -88212.039062 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -88212.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88431.039062 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -88431.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88683.789062 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -88683.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -88710.273438 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -88710.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -88724.554688 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -88724.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88735.921875 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -88735.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88737.992188 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -88737.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88737.992188 Penalty: 3235.687012
	Iteration 14F: 3 clusters Score -88737.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -64802.945312 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -64802.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -63298.488281 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -63298.49 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63561.535156 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -63561.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -63636.765625 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -63636.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -63706.488281 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -63706.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -63815.289062 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -63815.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -64048.347656 Penalty: 3099.987793
	Iteration 5F: 3 clusters Score -64048.35 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -64256.089844 Penalty: 3099.987793
	Iteration 6F: 3 clusters Score -64256.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -64533.851562 Penalty: 3099.987793
	Iteration 7F: 3 clusters Score -64533.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -65061.289062 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -65061.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65216.101562 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -65216.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65281.082031 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -65281.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65315.468750 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -65315.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -65352.757812 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -65352.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -65379.566406 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -65379.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -65379.566406 Penalty: 3099.987793
	Iteration 14F: 3 clusters Score -65379.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174270 members 
Mstep: Class 3 contains 35146 members 
Mstep: Class 4 contains 8561 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53013 members 
Mstep: Class 7 contains 67537 members 
Mstep: Class 8 contains 74020 members 
Mstep: Class 9 contains 286033 members 
Mstep: Class 10 contains 29209 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15480 members 
Mstep: Class 13 contains 42052 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20566 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 14386 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 20278 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 97 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5248 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Mstep: Class 31 contains 421 members 
Entering Unmasked Estep 
Score: -122216032.000000 Penalty: 105461.679688
Splitting cluster 25 changes total score from -122217432.000000 to -122216032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -64332.226562 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -64332.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62867.910156 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -62867.91 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63031.027344 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -63031.03 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63078.746094 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -63078.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63093.488281 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -63093.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63102.074219 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -63102.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63108.058594 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -63108.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63108.058594 Penalty: 3067.337891
	Iteration 6F: 3 clusters Score -63108.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Entering Unmasked Estep 
Score: -777574.875000 Penalty: 2124.269287
	Iteration 0F: 2 clusters Score -777574.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -772855.250000 Penalty: 4248.538574
	Iteration 0F: 3 clusters Score -772855.2 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -774020.500000 Penalty: 4248.538574
	Iteration 1F: 3 clusters Score -774020.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -774229.187500 Penalty: 4248.538574
	Iteration 2F: 3 clusters Score -774229.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -774347.687500 Penalty: 4248.538574
	Iteration 3Q: 3 clusters Score -774347.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -774437.437500 Penalty: 4248.538574
	Iteration 4Q: 3 clusters Score -774437.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -774518.437500 Penalty: 4248.538574
	Iteration 5Q: 3 clusters Score -774518.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -774578.875000 Penalty: 4248.538574
	Iteration 6Q: 3 clusters Score -774578.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -774631.687500 Penalty: 4248.538574
	Iteration 7Q: 3 clusters Score -774631.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -774680.875000 Penalty: 4248.538574
	Iteration 8Q: 3 clusters Score -774680.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -774728.187500 Penalty: 4248.538574
	Iteration 9Q: 3 clusters Score -774728.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -774765.687500 Penalty: 4248.538574
	Iteration 10Q: 3 clusters Score -774765.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -774807.062500 Penalty: 4248.538574
	Iteration 11Q: 3 clusters Score -774807.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -774855.312500 Penalty: 4248.538574
	Iteration 12Q: 3 clusters Score -774855.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -774903.187500 Penalty: 4248.538574
	Iteration 13Q: 3 clusters Score -774903.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -774949.625000 Penalty: 4248.538574
	Iteration 14Q: 3 clusters Score -774949.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -774986.812500 Penalty: 4248.538574
	Iteration 15Q: 3 clusters Score -774986.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -775017.500000 Penalty: 4248.538574
	Iteration 16Q: 3 clusters Score -775017.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -775046.750000 Penalty: 4248.538574
	Iteration 17Q: 3 clusters Score -775046.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -775073.750000 Penalty: 4248.538574
	Iteration 18Q: 3 clusters Score -775073.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -775102.250000 Penalty: 4248.538574
	Iteration 19Q: 3 clusters Score -775102.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -775131.312500 Penalty: 4248.538574
	Iteration 20F: 3 clusters Score -775131.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -775155.062500 Penalty: 4248.538574
	Iteration 21Q: 3 clusters Score -775155.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -775183.312500 Penalty: 4248.538574
	Iteration 22Q: 3 clusters Score -775183.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -775205.312500 Penalty: 4248.538574
	Iteration 23Q: 3 clusters Score -775205.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -775231.937500 Penalty: 4248.538574
	Iteration 24Q: 3 clusters Score -775231.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -775263.750000 Penalty: 4248.538574
	Iteration 25Q: 3 clusters Score -775263.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -775287.937500 Penalty: 4248.538574
	Iteration 26Q: 3 clusters Score -775287.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -775319.875000 Penalty: 4248.538574
	Iteration 27Q: 3 clusters Score -775319.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -775344.750000 Penalty: 4248.538574
	Iteration 28Q: 3 clusters Score -775344.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -775362.375000 Penalty: 4248.538574
	Iteration 29Q: 3 clusters Score -775362.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -775379.812500 Penalty: 4248.538574
	Iteration 30Q: 3 clusters Score -775379.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -775397.500000 Penalty: 4248.538574
	Iteration 31Q: 3 clusters Score -775397.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -775412.937500 Penalty: 4248.538574
	Iteration 32Q: 3 clusters Score -775412.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -775429.812500 Penalty: 4248.538574
	Iteration 33Q: 3 clusters Score -775429.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -775445.000000 Penalty: 4248.538574
	Iteration 34Q: 3 clusters Score -775445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -775454.437500 Penalty: 4248.538574
	Iteration 35Q: 3 clusters Score -775454.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -775457.312500 Penalty: 4248.538574
	Iteration 36Q: 3 clusters Score -775457.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -775461.250000 Penalty: 4248.538574
	Iteration 37Q: 3 clusters Score -775461.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -775465.312500 Penalty: 4248.538574
	Iteration 38Q: 3 clusters Score -775465.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -775468.250000 Penalty: 4248.538574
	Iteration 39Q: 3 clusters Score -775468.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -775473.437500 Penalty: 4248.538574
	Iteration 40F: 3 clusters Score -775473.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -775478.250000 Penalty: 4248.538574
	Iteration 41Q: 3 clusters Score -775478.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -775486.937500 Penalty: 4248.538574
	Iteration 42Q: 3 clusters Score -775486.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -775490.875000 Penalty: 4248.538574
	Iteration 43Q: 3 clusters Score -775490.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -775496.750000 Penalty: 4248.538574
	Iteration 44Q: 3 clusters Score -775496.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -775501.625000 Penalty: 4248.538574
	Iteration 45Q: 3 clusters Score -775501.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -775505.562500 Penalty: 4248.538574
	Iteration 46Q: 3 clusters Score -775505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -775506.000000 Penalty: 4248.538574
	Iteration 47Q: 3 clusters Score -775506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -775508.687500 Penalty: 4248.538574
	Iteration 48Q: 3 clusters Score -775508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -775510.187500 Penalty: 4248.538574
	Iteration 49Q: 3 clusters Score -775510.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -775510.187500 Penalty: 4248.538574
	Iteration 50F: 3 clusters Score -775510.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -63870.140625 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -63870.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62386.273438 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -62386.27 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -62634.519531 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -62634.52 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -62865.933594 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -62865.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63110.566406 Penalty: 3079.460693
	Iteration 3F: 3 clusters Score -63110.57 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63308.082031 Penalty: 3079.460693
	Iteration 4F: 3 clusters Score -63308.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63501.898438 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -63501.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -63584.597656 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -63584.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -63606.457031 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -63606.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -63622.683594 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -63622.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -63645.343750 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -63645.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -63679.851562 Penalty: 3079.460693
	Iteration 10Q: 3 clusters Score -63679.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63693.402344 Penalty: 3079.460693
	Iteration 11Q: 3 clusters Score -63693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -63693.402344 Penalty: 3079.460693
	Iteration 12F: 3 clusters Score -63693.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Entering Unmasked Estep 
Score: -403467.312500 Penalty: 1971.287109
	Iteration 0F: 2 clusters Score -403467.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -400318.750000 Penalty: 3942.574219
	Iteration 0F: 3 clusters Score -400318.8 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -400955.000000 Penalty: 3942.574219
	Iteration 1F: 3 clusters Score -400955 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -401110.875000 Penalty: 3942.574219
	Iteration 2F: 3 clusters Score -401110.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -401180.875000 Penalty: 3942.574219
	Iteration 3Q: 3 clusters Score -401180.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -401217.281250 Penalty: 3942.574219
	Iteration 4Q: 3 clusters Score -401217.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -401241.031250 Penalty: 3942.574219
	Iteration 5Q: 3 clusters Score -401241 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -401260.750000 Penalty: 3942.574219
	Iteration 6Q: 3 clusters Score -401260.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -401280.781250 Penalty: 3942.574219
	Iteration 7Q: 3 clusters Score -401280.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -401301.000000 Penalty: 3942.574219
	Iteration 8Q: 3 clusters Score -401301 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -401321.593750 Penalty: 3942.574219
	Iteration 9Q: 3 clusters Score -401321.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -401337.562500 Penalty: 3942.574219
	Iteration 10Q: 3 clusters Score -401337.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -401348.156250 Penalty: 3942.574219
	Iteration 11Q: 3 clusters Score -401348.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -401358.937500 Penalty: 3942.574219
	Iteration 12Q: 3 clusters Score -401358.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -401366.656250 Penalty: 3942.574219
	Iteration 13Q: 3 clusters Score -401366.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -401372.625000 Penalty: 3942.574219
	Iteration 14Q: 3 clusters Score -401372.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -401379.468750 Penalty: 3942.574219
	Iteration 15Q: 3 clusters Score -401379.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -401385.718750 Penalty: 3942.574219
	Iteration 16Q: 3 clusters Score -401385.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -401390.531250 Penalty: 3942.574219
	Iteration 17Q: 3 clusters Score -401390.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -401393.718750 Penalty: 3942.574219
	Iteration 18Q: 3 clusters Score -401393.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -401397.531250 Penalty: 3942.574219
	Iteration 19Q: 3 clusters Score -401397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -401398.000000 Penalty: 3942.574219
	Iteration 20F: 3 clusters Score -401398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -401399.593750 Penalty: 3942.574219
	Iteration 21Q: 3 clusters Score -401399.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -401401.031250 Penalty: 3942.574219
	Iteration 22Q: 3 clusters Score -401401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -401401.625000 Penalty: 3942.574219
	Iteration 23Q: 3 clusters Score -401401.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -401401.625000 Penalty: 3942.574219
	Iteration 24F: 3 clusters Score -401401.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -106704.000000 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -106704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -104977.078125 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -104977.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105211.734375 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -105211.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105285.914062 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -105285.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105327.671875 Penalty: 3313.081299
	Iteration 3Q: 3 clusters Score -105327.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105366.515625 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -105366.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -105406.882812 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -105406.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105441.093750 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -105441.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105470.109375 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -105470.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105497.906250 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -105497.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -105518.906250 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -105518.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105545.812500 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -105545.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105604.000000 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -105604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105700.375000 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -105700.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105746.312500 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -105746.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105775.382812 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -105775.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105804.492188 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -105804.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105837.195312 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -105837.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105865.453125 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -105865.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105895.203125 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -105895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105916.367188 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -105916.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105934.250000 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -105934.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105954.093750 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -105954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105966.375000 Penalty: 3313.081299
	Iteration 22Q: 3 clusters Score -105966.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105979.507812 Penalty: 3313.081299
	Iteration 23Q: 3 clusters Score -105979.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105989.320312 Penalty: 3313.081299
	Iteration 24Q: 3 clusters Score -105989.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -106020.054688 Penalty: 3313.081299
	Iteration 25Q: 3 clusters Score -106020.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -106069.406250 Penalty: 3313.081299
	Iteration 26Q: 3 clusters Score -106069.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -106101.250000 Penalty: 3313.081299
	Iteration 27Q: 3 clusters Score -106101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106123.968750 Penalty: 3313.081299
	Iteration 28Q: 3 clusters Score -106124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106127.812500 Penalty: 3313.081299
	Iteration 29Q: 3 clusters Score -106127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -106127.812500 Penalty: 3313.081299
	Iteration 30F: 3 clusters Score -106127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174270 members 
Mstep: Class 3 contains 35146 members 
Mstep: Class 4 contains 8561 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53013 members 
Mstep: Class 7 contains 67537 members 
Mstep: Class 8 contains 74020 members 
Mstep: Class 9 contains 286033 members 
Mstep: Class 10 contains 29209 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15480 members 
Mstep: Class 13 contains 42052 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20566 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 14386 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1177 members 
Mstep: Class 22 contains 20278 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5248 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217368.000000 Penalty: 102059.687500
Iteration 159Q: 31 clusters Score -1.222174e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174268 members 
Mstep: Class 3 contains 35146 members 
Mstep: Class 4 contains 8559 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 53002 members 
Mstep: Class 7 contains 67500 members 
Mstep: Class 8 contains 74004 members 
Mstep: Class 9 contains 286054 members 
Mstep: Class 10 contains 29209 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15482 members 
Mstep: Class 13 contains 42050 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20566 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 14399 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 20280 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5281 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217272.000000 Penalty: 102059.687500
Iteration 160F: 31 clusters Score -1.222173e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 174274 members 
Mstep: Class 3 contains 35146 members 
Mstep: Class 4 contains 8557 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52998 members 
Mstep: Class 7 contains 67474 members 
Mstep: Class 8 contains 73992 members 
Mstep: Class 9 contains 286052 members 
Mstep: Class 10 contains 29210 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15481 members 
Mstep: Class 13 contains 42049 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20565 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 14411 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 20280 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5312 members 
Mstep: Class 28 contains 497 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217240.000000 Penalty: 102059.687500
Iteration 161Q: 31 clusters Score -1.222172e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 174274 members 
Mstep: Class 3 contains 35145 members 
Mstep: Class 4 contains 8556 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52994 members 
Mstep: Class 7 contains 67449 members 
Mstep: Class 8 contains 73982 members 
Mstep: Class 9 contains 286062 members 
Mstep: Class 10 contains 29210 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15481 members 
Mstep: Class 13 contains 42049 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20562 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 14422 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 20280 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5334 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2831 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217368.000000 Penalty: 102059.687500
Iteration 162Q: 31 clusters Score -1.222174e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 174285 members 
Mstep: Class 3 contains 35146 members 
Mstep: Class 4 contains 8554 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52988 members 
Mstep: Class 7 contains 67427 members 
Mstep: Class 8 contains 73973 members 
Mstep: Class 9 contains 286045 members 
Mstep: Class 10 contains 29210 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15482 members 
Mstep: Class 13 contains 42049 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20559 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 14433 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 20279 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5370 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2830 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217296.000000 Penalty: 102059.687500
Iteration 163Q: 31 clusters Score -1.222173e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 174288 members 
Mstep: Class 3 contains 35148 members 
Mstep: Class 4 contains 8554 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52983 members 
Mstep: Class 7 contains 67409 members 
Mstep: Class 8 contains 73957 members 
Mstep: Class 9 contains 286027 members 
Mstep: Class 10 contains 29210 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15484 members 
Mstep: Class 13 contains 42049 members 
Mstep: Class 14 contains 12168 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20555 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 14446 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 20279 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5412 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2830 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217488.000000 Penalty: 102059.687500
Iteration 164Q: 31 clusters Score -1.222175e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 174291 members 
Mstep: Class 3 contains 35147 members 
Mstep: Class 4 contains 8553 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52976 members 
Mstep: Class 7 contains 67386 members 
Mstep: Class 8 contains 73940 members 
Mstep: Class 9 contains 286022 members 
Mstep: Class 10 contains 29211 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15485 members 
Mstep: Class 13 contains 42049 members 
Mstep: Class 14 contains 12169 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20553 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 20519 members 
Mstep: Class 19 contains 14461 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 20279 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5449 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217504.000000 Penalty: 102059.687500
Iteration 165Q: 31 clusters Score -1.222175e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 174283 members 
Mstep: Class 3 contains 35149 members 
Mstep: Class 4 contains 8551 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52966 members 
Mstep: Class 7 contains 67362 members 
Mstep: Class 8 contains 73921 members 
Mstep: Class 9 contains 286024 members 
Mstep: Class 10 contains 29212 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15487 members 
Mstep: Class 13 contains 42047 members 
Mstep: Class 14 contains 12170 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20554 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 20519 members 
Mstep: Class 19 contains 14473 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 20280 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5492 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217496.000000 Penalty: 102059.687500
Iteration 166Q: 31 clusters Score -1.222175e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 174286 members 
Mstep: Class 3 contains 35149 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52955 members 
Mstep: Class 7 contains 67342 members 
Mstep: Class 8 contains 73904 members 
Mstep: Class 9 contains 286033 members 
Mstep: Class 10 contains 29212 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15487 members 
Mstep: Class 13 contains 42045 members 
Mstep: Class 14 contains 12173 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20552 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 20520 members 
Mstep: Class 19 contains 14484 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 20279 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5521 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217528.000000 Penalty: 102059.687500
Iteration 167Q: 31 clusters Score -1.222175e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 174295 members 
Mstep: Class 3 contains 35149 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52946 members 
Mstep: Class 7 contains 67328 members 
Mstep: Class 8 contains 73889 members 
Mstep: Class 9 contains 286028 members 
Mstep: Class 10 contains 29213 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15486 members 
Mstep: Class 13 contains 42044 members 
Mstep: Class 14 contains 12173 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20551 members 
Mstep: Class 17 contains 7652 members 
Mstep: Class 18 contains 20522 members 
Mstep: Class 19 contains 14494 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1175 members 
Mstep: Class 22 contains 20277 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5546 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217536.000000 Penalty: 102059.687500
Iteration 168Q: 31 clusters Score -1.222175e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 174305 members 
Mstep: Class 3 contains 35150 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52941 members 
Mstep: Class 7 contains 67306 members 
Mstep: Class 8 contains 73868 members 
Mstep: Class 9 contains 286042 members 
Mstep: Class 10 contains 29213 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15486 members 
Mstep: Class 13 contains 42043 members 
Mstep: Class 14 contains 12175 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20550 members 
Mstep: Class 17 contains 7653 members 
Mstep: Class 18 contains 20523 members 
Mstep: Class 19 contains 14507 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 20277 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5553 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217520.000000 Penalty: 102059.687500
Iteration 169Q: 31 clusters Score -1.222175e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 174298 members 
Mstep: Class 3 contains 35149 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52940 members 
Mstep: Class 7 contains 67285 members 
Mstep: Class 8 contains 73853 members 
Mstep: Class 9 contains 286064 members 
Mstep: Class 10 contains 29214 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15485 members 
Mstep: Class 13 contains 42040 members 
Mstep: Class 14 contains 12172 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20551 members 
Mstep: Class 17 contains 7655 members 
Mstep: Class 18 contains 20524 members 
Mstep: Class 19 contains 14524 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1176 members 
Mstep: Class 22 contains 20278 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5560 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217672.000000 Penalty: 102059.687500
Iteration 170Q: 31 clusters Score -1.222177e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 174276 members 
Mstep: Class 3 contains 35149 members 
Mstep: Class 4 contains 8548 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52936 members 
Mstep: Class 7 contains 67265 members 
Mstep: Class 8 contains 73836 members 
Mstep: Class 9 contains 286092 members 
Mstep: Class 10 contains 29214 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15485 members 
Mstep: Class 13 contains 42038 members 
Mstep: Class 14 contains 12167 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20548 members 
Mstep: Class 17 contains 7657 members 
Mstep: Class 18 contains 20525 members 
Mstep: Class 19 contains 14536 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 20280 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5590 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217480.000000 Penalty: 102059.687500
Iteration 171Q: 31 clusters Score -1.222175e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 174239 members 
Mstep: Class 3 contains 35149 members 
Mstep: Class 4 contains 8549 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52927 members 
Mstep: Class 7 contains 67257 members 
Mstep: Class 8 contains 73818 members 
Mstep: Class 9 contains 286117 members 
Mstep: Class 10 contains 29214 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15484 members 
Mstep: Class 13 contains 42036 members 
Mstep: Class 14 contains 12166 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20544 members 
Mstep: Class 17 contains 7659 members 
Mstep: Class 18 contains 20526 members 
Mstep: Class 19 contains 14555 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1174 members 
Mstep: Class 22 contains 20279 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5621 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217680.000000 Penalty: 102059.687500
Iteration 172Q: 31 clusters Score -1.222177e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 174211 members 
Mstep: Class 3 contains 35147 members 
Mstep: Class 4 contains 8546 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52915 members 
Mstep: Class 7 contains 67249 members 
Mstep: Class 8 contains 73796 members 
Mstep: Class 9 contains 286131 members 
Mstep: Class 10 contains 29213 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15486 members 
Mstep: Class 13 contains 42033 members 
Mstep: Class 14 contains 12166 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20541 members 
Mstep: Class 17 contains 7661 members 
Mstep: Class 18 contains 20527 members 
Mstep: Class 19 contains 14579 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 20280 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5660 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217704.000000 Penalty: 102059.687500
Iteration 173Q: 31 clusters Score -1.222177e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 174191 members 
Mstep: Class 3 contains 35145 members 
Mstep: Class 4 contains 8543 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52896 members 
Mstep: Class 7 contains 67232 members 
Mstep: Class 8 contains 73784 members 
Mstep: Class 9 contains 286129 members 
Mstep: Class 10 contains 29213 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15485 members 
Mstep: Class 13 contains 42031 members 
Mstep: Class 14 contains 12166 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20540 members 
Mstep: Class 17 contains 7661 members 
Mstep: Class 18 contains 20528 members 
Mstep: Class 19 contains 14599 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 20280 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5718 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217784.000000 Penalty: 102059.687500
Iteration 174Q: 31 clusters Score -1.222178e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 174178 members 
Mstep: Class 3 contains 35144 members 
Mstep: Class 4 contains 8540 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52874 members 
Mstep: Class 7 contains 67219 members 
Mstep: Class 8 contains 73766 members 
Mstep: Class 9 contains 286122 members 
Mstep: Class 10 contains 29214 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15485 members 
Mstep: Class 13 contains 42028 members 
Mstep: Class 14 contains 12164 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20542 members 
Mstep: Class 17 contains 7663 members 
Mstep: Class 18 contains 20527 members 
Mstep: Class 19 contains 14612 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 20280 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5783 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217968.000000 Penalty: 102059.687500
Iteration 175Q: 31 clusters Score -1.22218e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 174145 members 
Mstep: Class 3 contains 35143 members 
Mstep: Class 4 contains 8540 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52852 members 
Mstep: Class 7 contains 67204 members 
Mstep: Class 8 contains 73749 members 
Mstep: Class 9 contains 286148 members 
Mstep: Class 10 contains 29213 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15484 members 
Mstep: Class 13 contains 42027 members 
Mstep: Class 14 contains 12161 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20540 members 
Mstep: Class 17 contains 7665 members 
Mstep: Class 18 contains 20528 members 
Mstep: Class 19 contains 14629 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1169 members 
Mstep: Class 22 contains 20282 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5834 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217904.000000 Penalty: 102059.687500
Iteration 176Q: 31 clusters Score -1.222179e+08 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 174134 members 
Mstep: Class 3 contains 35143 members 
Mstep: Class 4 contains 8535 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52831 members 
Mstep: Class 7 contains 67189 members 
Mstep: Class 8 contains 73738 members 
Mstep: Class 9 contains 286165 members 
Mstep: Class 10 contains 29212 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15485 members 
Mstep: Class 13 contains 42026 members 
Mstep: Class 14 contains 12159 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20537 members 
Mstep: Class 17 contains 7666 members 
Mstep: Class 18 contains 20529 members 
Mstep: Class 19 contains 14641 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1168 members 
Mstep: Class 22 contains 20282 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5873 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218064.000000 Penalty: 102059.687500
Iteration 177Q: 31 clusters Score -1.222181e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 174106 members 
Mstep: Class 3 contains 35142 members 
Mstep: Class 4 contains 8530 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52813 members 
Mstep: Class 7 contains 67175 members 
Mstep: Class 8 contains 73726 members 
Mstep: Class 9 contains 286168 members 
Mstep: Class 10 contains 29210 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15486 members 
Mstep: Class 13 contains 42026 members 
Mstep: Class 14 contains 12156 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20534 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 20529 members 
Mstep: Class 19 contains 14651 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1166 members 
Mstep: Class 22 contains 20283 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 5942 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218048.000000 Penalty: 102059.687500
Iteration 178Q: 31 clusters Score -1.22218e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 174074 members 
Mstep: Class 3 contains 35139 members 
Mstep: Class 4 contains 8530 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52795 members 
Mstep: Class 7 contains 67134 members 
Mstep: Class 8 contains 73714 members 
Mstep: Class 9 contains 286175 members 
Mstep: Class 10 contains 29211 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15487 members 
Mstep: Class 13 contains 42024 members 
Mstep: Class 14 contains 12151 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20530 members 
Mstep: Class 17 contains 7668 members 
Mstep: Class 18 contains 20530 members 
Mstep: Class 19 contains 14663 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 20287 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 6035 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218192.000000 Penalty: 102059.687500
Iteration 179Q: 31 clusters Score -1.222182e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 174035 members 
Mstep: Class 3 contains 35133 members 
Mstep: Class 4 contains 8525 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52775 members 
Mstep: Class 7 contains 67096 members 
Mstep: Class 8 contains 73704 members 
Mstep: Class 9 contains 286151 members 
Mstep: Class 10 contains 29208 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15488 members 
Mstep: Class 13 contains 42023 members 
Mstep: Class 14 contains 12148 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20529 members 
Mstep: Class 17 contains 7668 members 
Mstep: Class 18 contains 20531 members 
Mstep: Class 19 contains 14676 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1161 members 
Mstep: Class 22 contains 20294 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 6161 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218504.000000 Penalty: 102059.687500
Iteration 180F: 31 clusters Score -1.222185e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 173983 members 
Mstep: Class 3 contains 35127 members 
Mstep: Class 4 contains 8526 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52747 members 
Mstep: Class 7 contains 67078 members 
Mstep: Class 8 contains 73693 members 
Mstep: Class 9 contains 286139 members 
Mstep: Class 10 contains 29209 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15489 members 
Mstep: Class 13 contains 42021 members 
Mstep: Class 14 contains 12144 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20532 members 
Mstep: Class 17 contains 7669 members 
Mstep: Class 18 contains 20530 members 
Mstep: Class 19 contains 14687 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1159 members 
Mstep: Class 22 contains 20295 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 6276 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218568.000000 Penalty: 102059.687500
Iteration 181Q: 31 clusters Score -1.222186e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 173918 members 
Mstep: Class 3 contains 35119 members 
Mstep: Class 4 contains 8525 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52722 members 
Mstep: Class 7 contains 67062 members 
Mstep: Class 8 contains 73677 members 
Mstep: Class 9 contains 286099 members 
Mstep: Class 10 contains 29209 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15491 members 
Mstep: Class 13 contains 42016 members 
Mstep: Class 14 contains 12144 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20528 members 
Mstep: Class 17 contains 7675 members 
Mstep: Class 18 contains 20528 members 
Mstep: Class 19 contains 14707 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 20294 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 6431 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218648.000000 Penalty: 102059.687500
Iteration 182Q: 31 clusters Score -1.222186e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 173866 members 
Mstep: Class 3 contains 35115 members 
Mstep: Class 4 contains 8525 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52699 members 
Mstep: Class 7 contains 67033 members 
Mstep: Class 8 contains 73664 members 
Mstep: Class 9 contains 286079 members 
Mstep: Class 10 contains 29211 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15497 members 
Mstep: Class 13 contains 42014 members 
Mstep: Class 14 contains 12138 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20519 members 
Mstep: Class 17 contains 7677 members 
Mstep: Class 18 contains 20528 members 
Mstep: Class 19 contains 14731 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1153 members 
Mstep: Class 22 contains 20291 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 6564 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218856.000000 Penalty: 102059.687500
Iteration 183Q: 31 clusters Score -1.222189e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 173816 members 
Mstep: Class 3 contains 35112 members 
Mstep: Class 4 contains 8522 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52681 members 
Mstep: Class 7 contains 67007 members 
Mstep: Class 8 contains 73646 members 
Mstep: Class 9 contains 286046 members 
Mstep: Class 10 contains 29213 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15500 members 
Mstep: Class 13 contains 42013 members 
Mstep: Class 14 contains 12134 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20522 members 
Mstep: Class 17 contains 7677 members 
Mstep: Class 18 contains 20529 members 
Mstep: Class 19 contains 14761 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1154 members 
Mstep: Class 22 contains 20292 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 6679 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2829 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219032.000000 Penalty: 102059.687500
Iteration 184Q: 31 clusters Score -1.22219e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 173766 members 
Mstep: Class 3 contains 35108 members 
Mstep: Class 4 contains 8517 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52664 members 
Mstep: Class 7 contains 66970 members 
Mstep: Class 8 contains 73630 members 
Mstep: Class 9 contains 286043 members 
Mstep: Class 10 contains 29215 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15499 members 
Mstep: Class 13 contains 42013 members 
Mstep: Class 14 contains 12126 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20527 members 
Mstep: Class 17 contains 7677 members 
Mstep: Class 18 contains 20527 members 
Mstep: Class 19 contains 14781 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 20295 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 6794 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2830 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219128.000000 Penalty: 102059.687500
Iteration 185Q: 31 clusters Score -1.222191e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 173720 members 
Mstep: Class 3 contains 35103 members 
Mstep: Class 4 contains 8518 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52651 members 
Mstep: Class 7 contains 66933 members 
Mstep: Class 8 contains 73617 members 
Mstep: Class 9 contains 286070 members 
Mstep: Class 10 contains 29215 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15501 members 
Mstep: Class 13 contains 42013 members 
Mstep: Class 14 contains 12125 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20527 members 
Mstep: Class 17 contains 7677 members 
Mstep: Class 18 contains 20526 members 
Mstep: Class 19 contains 14792 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1151 members 
Mstep: Class 22 contains 20294 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 6868 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2831 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219096.000000 Penalty: 102059.687500
Iteration 186Q: 31 clusters Score -1.222191e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 173681 members 
Mstep: Class 3 contains 35097 members 
Mstep: Class 4 contains 8517 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52634 members 
Mstep: Class 7 contains 66900 members 
Mstep: Class 8 contains 73601 members 
Mstep: Class 9 contains 286093 members 
Mstep: Class 10 contains 29213 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15507 members 
Mstep: Class 13 contains 42013 members 
Mstep: Class 14 contains 12121 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20525 members 
Mstep: Class 17 contains 7677 members 
Mstep: Class 18 contains 20528 members 
Mstep: Class 19 contains 14809 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1148 members 
Mstep: Class 22 contains 20294 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 6943 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2831 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219080.000000 Penalty: 102059.687500
Iteration 187Q: 31 clusters Score -1.222191e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 173641 members 
Mstep: Class 3 contains 35092 members 
Mstep: Class 4 contains 8517 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52620 members 
Mstep: Class 7 contains 66865 members 
Mstep: Class 8 contains 73588 members 
Mstep: Class 9 contains 286091 members 
Mstep: Class 10 contains 29212 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15512 members 
Mstep: Class 13 contains 42013 members 
Mstep: Class 14 contains 12119 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20524 members 
Mstep: Class 17 contains 7677 members 
Mstep: Class 18 contains 20526 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1147 members 
Mstep: Class 22 contains 20296 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 7039 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2831 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219208.000000 Penalty: 102059.687500
Iteration 188Q: 31 clusters Score -1.222192e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 173574 members 
Mstep: Class 3 contains 35088 members 
Mstep: Class 4 contains 8512 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52603 members 
Mstep: Class 7 contains 66833 members 
Mstep: Class 8 contains 73572 members 
Mstep: Class 9 contains 286102 members 
Mstep: Class 10 contains 29212 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15513 members 
Mstep: Class 13 contains 42013 members 
Mstep: Class 14 contains 12119 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20522 members 
Mstep: Class 17 contains 7677 members 
Mstep: Class 18 contains 20525 members 
Mstep: Class 19 contains 14833 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1143 members 
Mstep: Class 22 contains 20299 members 
Mstep: Class 23 contains 5073 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 7159 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2831 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219320.000000 Penalty: 102059.687500
Iteration 189Q: 31 clusters Score -1.222193e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 173519 members 
Mstep: Class 3 contains 35084 members 
Mstep: Class 4 contains 8510 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52587 members 
Mstep: Class 7 contains 66802 members 
Mstep: Class 8 contains 73553 members 
Mstep: Class 9 contains 286107 members 
Mstep: Class 10 contains 29209 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15515 members 
Mstep: Class 13 contains 42014 members 
Mstep: Class 14 contains 12114 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20522 members 
Mstep: Class 17 contains 7677 members 
Mstep: Class 18 contains 20525 members 
Mstep: Class 19 contains 14847 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1140 members 
Mstep: Class 22 contains 20296 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 7275 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2831 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219248.000000 Penalty: 102059.687500
Iteration 190Q: 31 clusters Score -1.222192e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 173447 members 
Mstep: Class 3 contains 35081 members 
Mstep: Class 4 contains 8509 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52565 members 
Mstep: Class 7 contains 66776 members 
Mstep: Class 8 contains 73542 members 
Mstep: Class 9 contains 286070 members 
Mstep: Class 10 contains 29206 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15519 members 
Mstep: Class 13 contains 42013 members 
Mstep: Class 14 contains 12109 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20515 members 
Mstep: Class 17 contains 7678 members 
Mstep: Class 18 contains 20523 members 
Mstep: Class 19 contains 14860 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 20301 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 7441 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219424.000000 Penalty: 102059.687500
Iteration 191Q: 31 clusters Score -1.222194e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 173369 members 
Mstep: Class 3 contains 35074 members 
Mstep: Class 4 contains 8508 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52551 members 
Mstep: Class 7 contains 66746 members 
Mstep: Class 8 contains 73531 members 
Mstep: Class 9 contains 286039 members 
Mstep: Class 10 contains 29206 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15526 members 
Mstep: Class 13 contains 42012 members 
Mstep: Class 14 contains 12098 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20509 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20523 members 
Mstep: Class 19 contains 14876 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1140 members 
Mstep: Class 22 contains 20301 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 7604 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219536.000000 Penalty: 102059.687500
Iteration 192Q: 31 clusters Score -1.222195e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 173282 members 
Mstep: Class 3 contains 35069 members 
Mstep: Class 4 contains 8508 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52533 members 
Mstep: Class 7 contains 66708 members 
Mstep: Class 8 contains 73517 members 
Mstep: Class 9 contains 286026 members 
Mstep: Class 10 contains 29202 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15532 members 
Mstep: Class 13 contains 42012 members 
Mstep: Class 14 contains 12087 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20502 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20523 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 20302 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 7780 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219584.000000 Penalty: 102059.687500
Iteration 193Q: 31 clusters Score -1.222196e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 173181 members 
Mstep: Class 3 contains 35067 members 
Mstep: Class 4 contains 8506 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52513 members 
Mstep: Class 7 contains 66675 members 
Mstep: Class 8 contains 73503 members 
Mstep: Class 9 contains 286014 members 
Mstep: Class 10 contains 29201 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15535 members 
Mstep: Class 13 contains 42012 members 
Mstep: Class 14 contains 12081 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20498 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20522 members 
Mstep: Class 19 contains 14912 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 20308 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 7950 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2832 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219720.000000 Penalty: 102059.687500
Iteration 194Q: 31 clusters Score -1.222197e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 173082 members 
Mstep: Class 3 contains 35061 members 
Mstep: Class 4 contains 8507 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52502 members 
Mstep: Class 7 contains 66656 members 
Mstep: Class 8 contains 73503 members 
Mstep: Class 9 contains 285973 members 
Mstep: Class 10 contains 29199 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15541 members 
Mstep: Class 13 contains 42011 members 
Mstep: Class 14 contains 12072 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20489 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20522 members 
Mstep: Class 19 contains 14928 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 20316 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 8116 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2833 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220024.000000 Penalty: 102059.687500
Iteration 195Q: 31 clusters Score -1.2222e+08 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 172990 members 
Mstep: Class 3 contains 35050 members 
Mstep: Class 4 contains 8507 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52496 members 
Mstep: Class 7 contains 66641 members 
Mstep: Class 8 contains 73500 members 
Mstep: Class 9 contains 285951 members 
Mstep: Class 10 contains 29198 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15545 members 
Mstep: Class 13 contains 42011 members 
Mstep: Class 14 contains 12062 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20485 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20523 members 
Mstep: Class 19 contains 14941 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 20322 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 8254 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220104.000000 Penalty: 102059.687500
Iteration 196Q: 31 clusters Score -1.222201e+08 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 172883 members 
Mstep: Class 3 contains 35044 members 
Mstep: Class 4 contains 8506 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52493 members 
Mstep: Class 7 contains 66618 members 
Mstep: Class 8 contains 73491 members 
Mstep: Class 9 contains 285934 members 
Mstep: Class 10 contains 29199 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15553 members 
Mstep: Class 13 contains 42011 members 
Mstep: Class 14 contains 12050 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20484 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20522 members 
Mstep: Class 19 contains 14956 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 20325 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 8405 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220064.000000 Penalty: 102059.687500
Iteration 197Q: 31 clusters Score -1.222201e+08 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 172775 members 
Mstep: Class 3 contains 35036 members 
Mstep: Class 4 contains 8507 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52482 members 
Mstep: Class 7 contains 66597 members 
Mstep: Class 8 contains 73494 members 
Mstep: Class 9 contains 285927 members 
Mstep: Class 10 contains 29197 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15560 members 
Mstep: Class 13 contains 42012 members 
Mstep: Class 14 contains 12041 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20488 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20522 members 
Mstep: Class 19 contains 14962 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 20330 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 8541 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220112.000000 Penalty: 102059.687500
Iteration 198Q: 31 clusters Score -1.222201e+08 nChanged 424
Entering ConstructFrom: 
Score: -122220112.000000 Penalty: 102059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (7687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Entering Unmasked Estep 
Score: -1063628.000000 Penalty: 2218.926758
	Iteration 0F: 2 clusters Score -1063628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1057476.625000 Penalty: 4437.853516
	Iteration 0F: 3 clusters Score -1057477 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1059189.375000 Penalty: 4437.853516
	Iteration 1F: 3 clusters Score -1059189 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1059479.875000 Penalty: 4437.853516
	Iteration 2F: 3 clusters Score -1059480 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1059709.750000 Penalty: 4437.853516
	Iteration 3F: 3 clusters Score -1059710 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1059913.375000 Penalty: 4437.853516
	Iteration 4Q: 3 clusters Score -1059913 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1060120.375000 Penalty: 4437.853516
	Iteration 5Q: 3 clusters Score -1060120 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1060376.875000 Penalty: 4437.853516
	Iteration 6Q: 3 clusters Score -1060377 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1060680.750000 Penalty: 4437.853516
	Iteration 7F: 3 clusters Score -1060681 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1060965.750000 Penalty: 4437.853516
	Iteration 8Q: 3 clusters Score -1060966 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1061252.875000 Penalty: 4437.853516
	Iteration 9Q: 3 clusters Score -1061253 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1061564.250000 Penalty: 4437.853516
	Iteration 10Q: 3 clusters Score -1061564 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1061844.250000 Penalty: 4437.853516
	Iteration 11Q: 3 clusters Score -1061844 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1062097.625000 Penalty: 4437.853516
	Iteration 12Q: 3 clusters Score -1062098 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1062302.250000 Penalty: 4437.853516
	Iteration 13Q: 3 clusters Score -1062302 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1062498.000000 Penalty: 4437.853516
	Iteration 14Q: 3 clusters Score -1062498 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1062645.125000 Penalty: 4437.853516
	Iteration 15Q: 3 clusters Score -1062645 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1062717.875000 Penalty: 4437.853516
	Iteration 16Q: 3 clusters Score -1062718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1062750.250000 Penalty: 4437.853516
	Iteration 17Q: 3 clusters Score -1062750 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1062769.875000 Penalty: 4437.853516
	Iteration 18Q: 3 clusters Score -1062770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1062779.625000 Penalty: 4437.853516
	Iteration 19Q: 3 clusters Score -1062780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1062785.250000 Penalty: 4437.853516
	Iteration 20F: 3 clusters Score -1062785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1062789.125000 Penalty: 4437.853516
	Iteration 21Q: 3 clusters Score -1062789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1062788.625000 Penalty: 4437.853516
	Iteration 22Q: 3 clusters Score -1062789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1062787.125000 Penalty: 4437.853516
	Iteration 23Q: 3 clusters Score -1062787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1062791.000000 Penalty: 4437.853516
	Iteration 24Q: 3 clusters Score -1062791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1062790.500000 Penalty: 4437.853516
	Iteration 25Q: 3 clusters Score -1062790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1062790.500000 Penalty: 4437.853516
	Iteration 26Q: 3 clusters Score -1062790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1062789.750000 Penalty: 4437.853516
	Iteration 27Q: 3 clusters Score -1062790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1062789.625000 Penalty: 4437.853516
	Iteration 28Q: 3 clusters Score -1062790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1062790.750000 Penalty: 4437.853516
	Iteration 29Q: 3 clusters Score -1062791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1062790.125000 Penalty: 4437.853516
	Iteration 30Q: 3 clusters Score -1062790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1062790.125000 Penalty: 4437.853516
	Iteration 31F: 3 clusters Score -1062790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (172682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172682 members 
Entering Unmasked Estep 
Score: -23577584.000000 Penalty: 2990.683350
	Iteration 0F: 2 clusters Score -2.357758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86285 members 
Mstep: Class 2 contains 86397 members 
Entering Unmasked Estep 
Score: -23466908.000000 Penalty: 5981.366699
	Iteration 0F: 3 clusters Score -2.346691e+07 nChanged 82638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85731 members 
Mstep: Class 2 contains 86951 members 
Entering Unmasked Estep 
Score: -23515068.000000 Penalty: 5981.366699
	Iteration 1F: 3 clusters Score -2.351507e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85359 members 
Mstep: Class 2 contains 87323 members 
Entering Unmasked Estep 
Score: -23516828.000000 Penalty: 5981.366699
	Iteration 2Q: 3 clusters Score -2.351683e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84705 members 
Mstep: Class 2 contains 87977 members 
Entering Unmasked Estep 
Score: -23518670.000000 Penalty: 5981.366699
	Iteration 3Q: 3 clusters Score -2.351867e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83502 members 
Mstep: Class 2 contains 89180 members 
Entering Unmasked Estep 
Score: -23521246.000000 Penalty: 5981.366699
	Iteration 4Q: 3 clusters Score -2.352125e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 91400 members 
Entering Unmasked Estep 
Score: -23524724.000000 Penalty: 5981.366699
	Iteration 5Q: 3 clusters Score -2.352472e+07 nChanged 9165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77691 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -23530052.000000 Penalty: 5981.366699
	Iteration 6F: 3 clusters Score -2.353005e+07 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 100128 members 
Entering Unmasked Estep 
Score: -23537538.000000 Penalty: 5981.366699
	Iteration 7F: 3 clusters Score -2.353754e+07 nChanged 11881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66243 members 
Mstep: Class 2 contains 106439 members 
Entering Unmasked Estep 
Score: -23547766.000000 Penalty: 5981.366699
	Iteration 8F: 3 clusters Score -2.354777e+07 nChanged 11191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 111980 members 
Entering Unmasked Estep 
Score: -23556828.000000 Penalty: 5981.366699
	Iteration 9F: 3 clusters Score -2.355683e+07 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 115942 members 
Entering Unmasked Estep 
Score: -23561806.000000 Penalty: 5981.366699
	Iteration 10Q: 3 clusters Score -2.356181e+07 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 119007 members 
Entering Unmasked Estep 
Score: -23564096.000000 Penalty: 5981.366699
	Iteration 11Q: 3 clusters Score -2.35641e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50957 members 
Mstep: Class 2 contains 121725 members 
Entering Unmasked Estep 
Score: -23565474.000000 Penalty: 5981.366699
	Iteration 12Q: 3 clusters Score -2.356547e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 124356 members 
Entering Unmasked Estep 
Score: -23566634.000000 Penalty: 5981.366699
	Iteration 13Q: 3 clusters Score -2.356663e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 127082 members 
Entering Unmasked Estep 
Score: -23567900.000000 Penalty: 5981.366699
	Iteration 14Q: 3 clusters Score -2.35679e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 129775 members 
Entering Unmasked Estep 
Score: -23569132.000000 Penalty: 5981.366699
	Iteration 15Q: 3 clusters Score -2.356913e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 132492 members 
Entering Unmasked Estep 
Score: -23570550.000000 Penalty: 5981.366699
	Iteration 16Q: 3 clusters Score -2.357055e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 135183 members 
Entering Unmasked Estep 
Score: -23571938.000000 Penalty: 5981.366699
	Iteration 17Q: 3 clusters Score -2.357194e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 137784 members 
Entering Unmasked Estep 
Score: -23573162.000000 Penalty: 5981.366699
	Iteration 18Q: 3 clusters Score -2.357316e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 140133 members 
Entering Unmasked Estep 
Score: -23574430.000000 Penalty: 5981.366699
	Iteration 19Q: 3 clusters Score -2.357443e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 142226 members 
Entering Unmasked Estep 
Score: -23575276.000000 Penalty: 5981.366699
	Iteration 20F: 3 clusters Score -2.357528e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 144005 members 
Entering Unmasked Estep 
Score: -23575886.000000 Penalty: 5981.366699
	Iteration 21Q: 3 clusters Score -2.357589e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 145535 members 
Entering Unmasked Estep 
Score: -23576228.000000 Penalty: 5981.366699
	Iteration 22Q: 3 clusters Score -2.357623e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 146822 members 
Entering Unmasked Estep 
Score: -23576436.000000 Penalty: 5981.366699
	Iteration 23Q: 3 clusters Score -2.357644e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 147872 members 
Entering Unmasked Estep 
Score: -23576442.000000 Penalty: 5981.366699
	Iteration 24Q: 3 clusters Score -2.357644e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 148785 members 
Entering Unmasked Estep 
Score: -23576484.000000 Penalty: 5981.366699
	Iteration 25Q: 3 clusters Score -2.357648e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 149569 members 
Entering Unmasked Estep 
Score: -23576514.000000 Penalty: 5981.366699
	Iteration 26Q: 3 clusters Score -2.357651e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 150308 members 
Entering Unmasked Estep 
Score: -23576558.000000 Penalty: 5981.366699
	Iteration 27Q: 3 clusters Score -2.357656e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 150983 members 
Entering Unmasked Estep 
Score: -23576600.000000 Penalty: 5981.366699
	Iteration 28Q: 3 clusters Score -2.35766e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 151651 members 
Entering Unmasked Estep 
Score: -23576574.000000 Penalty: 5981.366699
	Iteration 29Q: 3 clusters Score -2.357657e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 152258 members 
Entering Unmasked Estep 
Score: -23576600.000000 Penalty: 5981.366699
	Iteration 30Q: 3 clusters Score -2.35766e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 152800 members 
Entering Unmasked Estep 
Score: -23576692.000000 Penalty: 5981.366699
	Iteration 31Q: 3 clusters Score -2.357669e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 153326 members 
Entering Unmasked Estep 
Score: -23576702.000000 Penalty: 5981.366699
	Iteration 32Q: 3 clusters Score -2.35767e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 153791 members 
Entering Unmasked Estep 
Score: -23576690.000000 Penalty: 5981.366699
	Iteration 33Q: 3 clusters Score -2.357669e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 154207 members 
Entering Unmasked Estep 
Score: -23576712.000000 Penalty: 5981.366699
	Iteration 34Q: 3 clusters Score -2.357671e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 154605 members 
Entering Unmasked Estep 
Score: -23576714.000000 Penalty: 5981.366699
	Iteration 35Q: 3 clusters Score -2.357671e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 154983 members 
Entering Unmasked Estep 
Score: -23576688.000000 Penalty: 5981.366699
	Iteration 36Q: 3 clusters Score -2.357669e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 155323 members 
Entering Unmasked Estep 
Score: -23576686.000000 Penalty: 5981.366699
	Iteration 37Q: 3 clusters Score -2.357669e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 155602 members 
Entering Unmasked Estep 
Score: -23576724.000000 Penalty: 5981.366699
	Iteration 38Q: 3 clusters Score -2.357672e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 155865 members 
Entering Unmasked Estep 
Score: -23576764.000000 Penalty: 5981.366699
	Iteration 39Q: 3 clusters Score -2.357676e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 156134 members 
Entering Unmasked Estep 
Score: -23576852.000000 Penalty: 5981.366699
	Iteration 40F: 3 clusters Score -2.357685e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 156389 members 
Entering Unmasked Estep 
Score: -23576888.000000 Penalty: 5981.366699
	Iteration 41Q: 3 clusters Score -2.357689e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 156651 members 
Entering Unmasked Estep 
Score: -23576820.000000 Penalty: 5981.366699
	Iteration 42Q: 3 clusters Score -2.357682e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 156914 members 
Entering Unmasked Estep 
Score: -23576778.000000 Penalty: 5981.366699
	Iteration 43Q: 3 clusters Score -2.357678e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 157163 members 
Entering Unmasked Estep 
Score: -23576822.000000 Penalty: 5981.366699
	Iteration 44Q: 3 clusters Score -2.357682e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 157412 members 
Entering Unmasked Estep 
Score: -23576804.000000 Penalty: 5981.366699
	Iteration 45Q: 3 clusters Score -2.35768e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 157652 members 
Entering Unmasked Estep 
Score: -23576816.000000 Penalty: 5981.366699
	Iteration 46Q: 3 clusters Score -2.357682e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 157868 members 
Entering Unmasked Estep 
Score: -23576842.000000 Penalty: 5981.366699
	Iteration 47Q: 3 clusters Score -2.357684e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 158067 members 
Entering Unmasked Estep 
Score: -23576862.000000 Penalty: 5981.366699
	Iteration 48Q: 3 clusters Score -2.357686e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 158272 members 
Entering Unmasked Estep 
Score: -23576868.000000 Penalty: 5981.366699
	Iteration 49Q: 3 clusters Score -2.357687e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 158471 members 
Entering Unmasked Estep 
Score: -23576846.000000 Penalty: 5981.366699
	Iteration 50Q: 3 clusters Score -2.357685e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 158680 members 
Entering Unmasked Estep 
Score: -23576864.000000 Penalty: 5981.366699
	Iteration 51Q: 3 clusters Score -2.357686e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 158888 members 
Entering Unmasked Estep 
Score: -23576878.000000 Penalty: 5981.366699
	Iteration 52Q: 3 clusters Score -2.357688e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 159084 members 
Entering Unmasked Estep 
Score: -23576894.000000 Penalty: 5981.366699
	Iteration 53Q: 3 clusters Score -2.357689e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -23576868.000000 Penalty: 5981.366699
	Iteration 54Q: 3 clusters Score -2.357687e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 159476 members 
Entering Unmasked Estep 
Score: -23576832.000000 Penalty: 5981.366699
	Iteration 55Q: 3 clusters Score -2.357683e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 159682 members 
Entering Unmasked Estep 
Score: -23576860.000000 Penalty: 5981.366699
	Iteration 56Q: 3 clusters Score -2.357686e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 159907 members 
Entering Unmasked Estep 
Score: -23576866.000000 Penalty: 5981.366699
	Iteration 57Q: 3 clusters Score -2.357687e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 160145 members 
Entering Unmasked Estep 
Score: -23576894.000000 Penalty: 5981.366699
	Iteration 58Q: 3 clusters Score -2.357689e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 160377 members 
Entering Unmasked Estep 
Score: -23576944.000000 Penalty: 5981.366699
	Iteration 59Q: 3 clusters Score -2.357694e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 160583 members 
Entering Unmasked Estep 
Score: -23576970.000000 Penalty: 5981.366699
	Iteration 60F: 3 clusters Score -2.357697e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 160778 members 
Entering Unmasked Estep 
Score: -23576982.000000 Penalty: 5981.366699
	Iteration 61Q: 3 clusters Score -2.357698e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 160971 members 
Entering Unmasked Estep 
Score: -23576992.000000 Penalty: 5981.366699
	Iteration 62Q: 3 clusters Score -2.357699e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 161154 members 
Entering Unmasked Estep 
Score: -23577028.000000 Penalty: 5981.366699
	Iteration 63Q: 3 clusters Score -2.357703e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 161334 members 
Entering Unmasked Estep 
Score: -23576990.000000 Penalty: 5981.366699
	Iteration 64Q: 3 clusters Score -2.357699e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 161527 members 
Entering Unmasked Estep 
Score: -23577046.000000 Penalty: 5981.366699
	Iteration 65Q: 3 clusters Score -2.357705e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 161693 members 
Entering Unmasked Estep 
Score: -23577024.000000 Penalty: 5981.366699
	Iteration 66Q: 3 clusters Score -2.357702e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 161847 members 
Entering Unmasked Estep 
Score: -23577060.000000 Penalty: 5981.366699
	Iteration 67Q: 3 clusters Score -2.357706e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 162006 members 
Entering Unmasked Estep 
Score: -23577078.000000 Penalty: 5981.366699
	Iteration 68Q: 3 clusters Score -2.357708e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 162158 members 
Entering Unmasked Estep 
Score: -23577142.000000 Penalty: 5981.366699
	Iteration 69Q: 3 clusters Score -2.357714e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 162281 members 
Entering Unmasked Estep 
Score: -23577152.000000 Penalty: 5981.366699
	Iteration 70Q: 3 clusters Score -2.357715e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 162407 members 
Entering Unmasked Estep 
Score: -23577150.000000 Penalty: 5981.366699
	Iteration 71Q: 3 clusters Score -2.357715e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 162535 members 
Entering Unmasked Estep 
Score: -23577124.000000 Penalty: 5981.366699
	Iteration 72Q: 3 clusters Score -2.357712e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 162670 members 
Entering Unmasked Estep 
Score: -23577126.000000 Penalty: 5981.366699
	Iteration 73Q: 3 clusters Score -2.357713e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 162794 members 
Entering Unmasked Estep 
Score: -23577124.000000 Penalty: 5981.366699
	Iteration 74Q: 3 clusters Score -2.357712e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 162919 members 
Entering Unmasked Estep 
Score: -23577104.000000 Penalty: 5981.366699
	Iteration 75Q: 3 clusters Score -2.35771e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 163030 members 
Entering Unmasked Estep 
Score: -23577122.000000 Penalty: 5981.366699
	Iteration 76Q: 3 clusters Score -2.357712e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 163146 members 
Entering Unmasked Estep 
Score: -23577134.000000 Penalty: 5981.366699
	Iteration 77Q: 3 clusters Score -2.357713e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 163268 members 
Entering Unmasked Estep 
Score: -23577106.000000 Penalty: 5981.366699
	Iteration 78Q: 3 clusters Score -2.357711e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 163367 members 
Entering Unmasked Estep 
Score: -23577096.000000 Penalty: 5981.366699
	Iteration 79Q: 3 clusters Score -2.35771e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 163465 members 
Entering Unmasked Estep 
Score: -23577124.000000 Penalty: 5981.366699
	Iteration 80F: 3 clusters Score -2.357712e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 163563 members 
Entering Unmasked Estep 
Score: -23577102.000000 Penalty: 5981.366699
	Iteration 81Q: 3 clusters Score -2.35771e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 163671 members 
Entering Unmasked Estep 
Score: -23577106.000000 Penalty: 5981.366699
	Iteration 82Q: 3 clusters Score -2.357711e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 163771 members 
Entering Unmasked Estep 
Score: -23577140.000000 Penalty: 5981.366699
	Iteration 83Q: 3 clusters Score -2.357714e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 163881 members 
Entering Unmasked Estep 
Score: -23577090.000000 Penalty: 5981.366699
	Iteration 84Q: 3 clusters Score -2.357709e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 163975 members 
Entering Unmasked Estep 
Score: -23577104.000000 Penalty: 5981.366699
	Iteration 85Q: 3 clusters Score -2.35771e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 164056 members 
Entering Unmasked Estep 
Score: -23577136.000000 Penalty: 5981.366699
	Iteration 86Q: 3 clusters Score -2.357714e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 164125 members 
Entering Unmasked Estep 
Score: -23577140.000000 Penalty: 5981.366699
	Iteration 87Q: 3 clusters Score -2.357714e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 164187 members 
Entering Unmasked Estep 
Score: -23577120.000000 Penalty: 5981.366699
	Iteration 88Q: 3 clusters Score -2.357712e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 164239 members 
Entering Unmasked Estep 
Score: -23577106.000000 Penalty: 5981.366699
	Iteration 89Q: 3 clusters Score -2.357711e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 164287 members 
Entering Unmasked Estep 
Score: -23577124.000000 Penalty: 5981.366699
	Iteration 90Q: 3 clusters Score -2.357712e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 164330 members 
Entering Unmasked Estep 
Score: -23577120.000000 Penalty: 5981.366699
	Iteration 91Q: 3 clusters Score -2.357712e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 164371 members 
Entering Unmasked Estep 
Score: -23577128.000000 Penalty: 5981.366699
	Iteration 92Q: 3 clusters Score -2.357713e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 164414 members 
Entering Unmasked Estep 
Score: -23577148.000000 Penalty: 5981.366699
	Iteration 93Q: 3 clusters Score -2.357715e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 164469 members 
Entering Unmasked Estep 
Score: -23577148.000000 Penalty: 5981.366699
	Iteration 94Q: 3 clusters Score -2.357715e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 164528 members 
Entering Unmasked Estep 
Score: -23577140.000000 Penalty: 5981.366699
	Iteration 95Q: 3 clusters Score -2.357714e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 164578 members 
Entering Unmasked Estep 
Score: -23577164.000000 Penalty: 5981.366699
	Iteration 96Q: 3 clusters Score -2.357716e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 164633 members 
Entering Unmasked Estep 
Score: -23577170.000000 Penalty: 5981.366699
	Iteration 97Q: 3 clusters Score -2.357717e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 164675 members 
Entering Unmasked Estep 
Score: -23577172.000000 Penalty: 5981.366699
	Iteration 98Q: 3 clusters Score -2.357717e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 164725 members 
Entering Unmasked Estep 
Score: -23577184.000000 Penalty: 5981.366699
	Iteration 99Q: 3 clusters Score -2.357718e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 164773 members 
Entering Unmasked Estep 
Score: -23577134.000000 Penalty: 5981.366699
	Iteration 100F: 3 clusters Score -2.357713e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 164811 members 
Entering Unmasked Estep 
Score: -23577148.000000 Penalty: 5981.366699
	Iteration 101Q: 3 clusters Score -2.357715e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 164855 members 
Entering Unmasked Estep 
Score: -23577154.000000 Penalty: 5981.366699
	Iteration 102Q: 3 clusters Score -2.357715e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 164901 members 
Entering Unmasked Estep 
Score: -23577158.000000 Penalty: 5981.366699
	Iteration 103Q: 3 clusters Score -2.357716e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 164944 members 
Entering Unmasked Estep 
Score: -23577162.000000 Penalty: 5981.366699
	Iteration 104Q: 3 clusters Score -2.357716e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -23577206.000000 Penalty: 5981.366699
	Iteration 105Q: 3 clusters Score -2.357721e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -23577172.000000 Penalty: 5981.366699
	Iteration 106Q: 3 clusters Score -2.357717e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 165056 members 
Entering Unmasked Estep 
Score: -23577184.000000 Penalty: 5981.366699
	Iteration 107Q: 3 clusters Score -2.357718e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 165074 members 
Entering Unmasked Estep 
Score: -23577200.000000 Penalty: 5981.366699
	Iteration 108Q: 3 clusters Score -2.35772e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 165090 members 
Entering Unmasked Estep 
Score: -23577202.000000 Penalty: 5981.366699
	Iteration 109Q: 3 clusters Score -2.35772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 165105 members 
Entering Unmasked Estep 
Score: -23577200.000000 Penalty: 5981.366699
	Iteration 110Q: 3 clusters Score -2.35772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 165116 members 
Entering Unmasked Estep 
Score: -23577200.000000 Penalty: 5981.366699
	Iteration 111Q: 3 clusters Score -2.35772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 165127 members 
Entering Unmasked Estep 
Score: -23577186.000000 Penalty: 5981.366699
	Iteration 112Q: 3 clusters Score -2.357719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 165136 members 
Entering Unmasked Estep 
Score: -23577174.000000 Penalty: 5981.366699
	Iteration 113Q: 3 clusters Score -2.357717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 165144 members 
Entering Unmasked Estep 
Score: -23577178.000000 Penalty: 5981.366699
	Iteration 114Q: 3 clusters Score -2.357718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 165151 members 
Entering Unmasked Estep 
Score: -23577168.000000 Penalty: 5981.366699
	Iteration 115Q: 3 clusters Score -2.357717e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 165157 members 
Entering Unmasked Estep 
Score: -23577190.000000 Penalty: 5981.366699
	Iteration 116Q: 3 clusters Score -2.357719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 165163 members 
Entering Unmasked Estep 
Score: -23577188.000000 Penalty: 5981.366699
	Iteration 117Q: 3 clusters Score -2.357719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 165167 members 
Entering Unmasked Estep 
Score: -23577202.000000 Penalty: 5981.366699
	Iteration 118Q: 3 clusters Score -2.35772e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 165173 members 
Entering Unmasked Estep 
Score: -23577196.000000 Penalty: 5981.366699
	Iteration 119Q: 3 clusters Score -2.35772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 165178 members 
Entering Unmasked Estep 
Score: -23577164.000000 Penalty: 5981.366699
	Iteration 120F: 3 clusters Score -2.357716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 165184 members 
Entering Unmasked Estep 
Score: -23577162.000000 Penalty: 5981.366699
	Iteration 121Q: 3 clusters Score -2.357716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 165191 members 
Entering Unmasked Estep 
Score: -23577144.000000 Penalty: 5981.366699
	Iteration 122Q: 3 clusters Score -2.357714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 165196 members 
Entering Unmasked Estep 
Score: -23577154.000000 Penalty: 5981.366699
	Iteration 123Q: 3 clusters Score -2.357715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 165202 members 
Entering Unmasked Estep 
Score: -23577150.000000 Penalty: 5981.366699
	Iteration 124Q: 3 clusters Score -2.357715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 165205 members 
Entering Unmasked Estep 
Score: -23577158.000000 Penalty: 5981.366699
	Iteration 125Q: 3 clusters Score -2.357716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 165206 members 
Entering Unmasked Estep 
Score: -23577158.000000 Penalty: 5981.366699
	Iteration 126Q: 3 clusters Score -2.357716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 165207 members 
Entering Unmasked Estep 
Score: -23577150.000000 Penalty: 5981.366699
	Iteration 127Q: 3 clusters Score -2.357715e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 165208 members 
Entering Unmasked Estep 
Score: -23577156.000000 Penalty: 5981.366699
	Iteration 128Q: 3 clusters Score -2.357716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 165209 members 
Entering Unmasked Estep 
Score: -23577160.000000 Penalty: 5981.366699
	Iteration 129Q: 3 clusters Score -2.357716e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 165209 members 
Entering Unmasked Estep 
Score: -23577160.000000 Penalty: 5981.366699
	Iteration 130F: 3 clusters Score -2.357716e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Entering Unmasked Estep 
Score: -4730461.000000 Penalty: 2595.055176
	Iteration 0F: 2 clusters Score -4730461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -4706766.500000 Penalty: 5190.110352
	Iteration 0F: 3 clusters Score -4706766 nChanged 15898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4715439.500000 Penalty: 5190.110352
	Iteration 1F: 3 clusters Score -4715440 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -4716143.000000 Penalty: 5190.110352
	Iteration 2Q: 3 clusters Score -4716143 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -4717008.000000 Penalty: 5190.110352
	Iteration 3Q: 3 clusters Score -4717008 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4717997.000000 Penalty: 5190.110352
	Iteration 4F: 3 clusters Score -4717997 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4719023.000000 Penalty: 5190.110352
	Iteration 5F: 3 clusters Score -4719023 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -4720071.500000 Penalty: 5190.110352
	Iteration 6F: 3 clusters Score -4720072 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -4721249.500000 Penalty: 5190.110352
	Iteration 7F: 3 clusters Score -4721250 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -4722547.500000 Penalty: 5190.110352
	Iteration 8F: 3 clusters Score -4722548 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -4723971.500000 Penalty: 5190.110352
	Iteration 9F: 3 clusters Score -4723972 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -4725254.500000 Penalty: 5190.110352
	Iteration 10F: 3 clusters Score -4725254 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4726250.000000 Penalty: 5190.110352
	Iteration 11Q: 3 clusters Score -4726250 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -4726862.000000 Penalty: 5190.110352
	Iteration 12Q: 3 clusters Score -4726862 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4727278.500000 Penalty: 5190.110352
	Iteration 13Q: 3 clusters Score -4727278 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -4727539.000000 Penalty: 5190.110352
	Iteration 14Q: 3 clusters Score -4727539 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -4727675.000000 Penalty: 5190.110352
	Iteration 15Q: 3 clusters Score -4727675 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -4727799.000000 Penalty: 5190.110352
	Iteration 16Q: 3 clusters Score -4727799 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -4727861.000000 Penalty: 5190.110352
	Iteration 17Q: 3 clusters Score -4727861 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -4727916.000000 Penalty: 5190.110352
	Iteration 18Q: 3 clusters Score -4727916 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -4727964.500000 Penalty: 5190.110352
	Iteration 19Q: 3 clusters Score -4727964 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -4727997.000000 Penalty: 5190.110352
	Iteration 20F: 3 clusters Score -4727997 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -4728038.500000 Penalty: 5190.110352
	Iteration 21Q: 3 clusters Score -4728038 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -4728073.000000 Penalty: 5190.110352
	Iteration 22Q: 3 clusters Score -4728073 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -4728087.000000 Penalty: 5190.110352
	Iteration 23Q: 3 clusters Score -4728087 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -4728111.000000 Penalty: 5190.110352
	Iteration 24Q: 3 clusters Score -4728111 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -4728151.000000 Penalty: 5190.110352
	Iteration 25Q: 3 clusters Score -4728151 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -4728164.500000 Penalty: 5190.110352
	Iteration 26Q: 3 clusters Score -4728164 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -4728196.500000 Penalty: 5190.110352
	Iteration 27Q: 3 clusters Score -4728196 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -4728221.500000 Penalty: 5190.110352
	Iteration 28Q: 3 clusters Score -4728222 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -4728245.500000 Penalty: 5190.110352
	Iteration 29Q: 3 clusters Score -4728246 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -4728287.000000 Penalty: 5190.110352
	Iteration 30Q: 3 clusters Score -4728287 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -4728308.500000 Penalty: 5190.110352
	Iteration 31Q: 3 clusters Score -4728308 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -4728346.500000 Penalty: 5190.110352
	Iteration 32Q: 3 clusters Score -4728346 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -4728392.000000 Penalty: 5190.110352
	Iteration 33Q: 3 clusters Score -4728392 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -4728449.500000 Penalty: 5190.110352
	Iteration 34Q: 3 clusters Score -4728450 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -4728506.000000 Penalty: 5190.110352
	Iteration 35Q: 3 clusters Score -4728506 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -4728612.500000 Penalty: 5190.110352
	Iteration 36Q: 3 clusters Score -4728612 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -4728696.500000 Penalty: 5190.110352
	Iteration 37Q: 3 clusters Score -4728696 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -4728806.000000 Penalty: 5190.110352
	Iteration 38Q: 3 clusters Score -4728806 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -4728933.500000 Penalty: 5190.110352
	Iteration 39Q: 3 clusters Score -4728934 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -4729063.000000 Penalty: 5190.110352
	Iteration 40F: 3 clusters Score -4729063 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -4729196.000000 Penalty: 5190.110352
	Iteration 41Q: 3 clusters Score -4729196 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -4729297.000000 Penalty: 5190.110352
	Iteration 42Q: 3 clusters Score -4729297 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -4729364.000000 Penalty: 5190.110352
	Iteration 43Q: 3 clusters Score -4729364 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4729451.000000 Penalty: 5190.110352
	Iteration 44Q: 3 clusters Score -4729451 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -4729512.500000 Penalty: 5190.110352
	Iteration 45Q: 3 clusters Score -4729512 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -4729597.500000 Penalty: 5190.110352
	Iteration 46Q: 3 clusters Score -4729598 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -4729659.000000 Penalty: 5190.110352
	Iteration 47Q: 3 clusters Score -4729659 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -4729731.000000 Penalty: 5190.110352
	Iteration 48Q: 3 clusters Score -4729731 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4729802.000000 Penalty: 5190.110352
	Iteration 49Q: 3 clusters Score -4729802 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -4729875.500000 Penalty: 5190.110352
	Iteration 50Q: 3 clusters Score -4729876 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -4729977.500000 Penalty: 5190.110352
	Iteration 51Q: 3 clusters Score -4729978 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -4730105.500000 Penalty: 5190.110352
	Iteration 52Q: 3 clusters Score -4730106 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -4730210.000000 Penalty: 5190.110352
	Iteration 53Q: 3 clusters Score -4730210 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -4730352.500000 Penalty: 5190.110352
	Iteration 54Q: 3 clusters Score -4730352 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -4730495.500000 Penalty: 5190.110352
	Iteration 55Q: 3 clusters Score -4730496 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -4730610.500000 Penalty: 5190.110352
	Iteration 56Q: 3 clusters Score -4730610 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -4730722.500000 Penalty: 5190.110352
	Iteration 57Q: 3 clusters Score -4730722 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -4730788.500000 Penalty: 5190.110352
	Iteration 58Q: 3 clusters Score -4730788 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -4730854.000000 Penalty: 5190.110352
	Iteration 59Q: 3 clusters Score -4730854 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -4730892.000000 Penalty: 5190.110352
	Iteration 60F: 3 clusters Score -4730892 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -4730927.000000 Penalty: 5190.110352
	Iteration 61Q: 3 clusters Score -4730927 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26744 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -4730967.500000 Penalty: 5190.110352
	Iteration 62Q: 3 clusters Score -4730968 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -4730996.000000 Penalty: 5190.110352
	Iteration 63Q: 3 clusters Score -4730996 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -4731021.000000 Penalty: 5190.110352
	Iteration 64Q: 3 clusters Score -4731021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -4731026.000000 Penalty: 5190.110352
	Iteration 65Q: 3 clusters Score -4731026 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -4731022.500000 Penalty: 5190.110352
	Iteration 66Q: 3 clusters Score -4731022 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -4731033.500000 Penalty: 5190.110352
	Iteration 67Q: 3 clusters Score -4731034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -4731034.000000 Penalty: 5190.110352
	Iteration 68Q: 3 clusters Score -4731034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -4731032.500000 Penalty: 5190.110352
	Iteration 69Q: 3 clusters Score -4731032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -4731031.000000 Penalty: 5190.110352
	Iteration 70Q: 3 clusters Score -4731031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -4731030.000000 Penalty: 5190.110352
	Iteration 71Q: 3 clusters Score -4731030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -4731029.500000 Penalty: 5190.110352
	Iteration 72Q: 3 clusters Score -4731030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -4731027.500000 Penalty: 5190.110352
	Iteration 73Q: 3 clusters Score -4731028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -4731022.000000 Penalty: 5190.110352
	Iteration 74Q: 3 clusters Score -4731022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -4731032.000000 Penalty: 5190.110352
	Iteration 75Q: 3 clusters Score -4731032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -4731037.500000 Penalty: 5190.110352
	Iteration 76Q: 3 clusters Score -4731038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27345 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -4731041.500000 Penalty: 5190.110352
	Iteration 77Q: 3 clusters Score -4731042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27351 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -4731046.500000 Penalty: 5190.110352
	Iteration 78Q: 3 clusters Score -4731046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -4731043.500000 Penalty: 5190.110352
	Iteration 79Q: 3 clusters Score -4731044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -4731042.500000 Penalty: 5190.110352
	Iteration 80F: 3 clusters Score -4731042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -4731040.500000 Penalty: 5190.110352
	Iteration 81Q: 3 clusters Score -4731040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -4731040.500000 Penalty: 5190.110352
	Iteration 82F: 3 clusters Score -4731040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 172682 members 
Mstep: Class 3 contains 27356 members 
Mstep: Class 4 contains 8510 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52468 members 
Mstep: Class 7 contains 66573 members 
Mstep: Class 8 contains 73485 members 
Mstep: Class 9 contains 285934 members 
Mstep: Class 10 contains 29194 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15568 members 
Mstep: Class 13 contains 42012 members 
Mstep: Class 14 contains 12031 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20488 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20522 members 
Mstep: Class 19 contains 14968 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 20333 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Mstep: Class 31 contains 7673 members 
Entering Unmasked Estep 
Score: -122220024.000000 Penalty: 105461.679688
Splitting cluster 3 changes total score from -122220112.000000 to -122220024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Entering Unmasked Estep 
Score: -1093323.000000 Penalty: 2244.151123
	Iteration 0F: 2 clusters Score -1093323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1086598.500000 Penalty: 4488.302246
	Iteration 0F: 3 clusters Score -1086598 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1088500.000000 Penalty: 4488.302246
	Iteration 1F: 3 clusters Score -1088500 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1088885.750000 Penalty: 4488.302246
	Iteration 2F: 3 clusters Score -1088886 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1089250.875000 Penalty: 4488.302246
	Iteration 3F: 3 clusters Score -1089251 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1089612.125000 Penalty: 4488.302246
	Iteration 4F: 3 clusters Score -1089612 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1089991.375000 Penalty: 4488.302246
	Iteration 5F: 3 clusters Score -1089991 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1090399.250000 Penalty: 4488.302246
	Iteration 6F: 3 clusters Score -1090399 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1090788.000000 Penalty: 4488.302246
	Iteration 7F: 3 clusters Score -1090788 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1091100.750000 Penalty: 4488.302246
	Iteration 8F: 3 clusters Score -1091101 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1091322.750000 Penalty: 4488.302246
	Iteration 9Q: 3 clusters Score -1091323 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1091508.500000 Penalty: 4488.302246
	Iteration 10Q: 3 clusters Score -1091508 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1091696.125000 Penalty: 4488.302246
	Iteration 11Q: 3 clusters Score -1091696 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1091863.125000 Penalty: 4488.302246
	Iteration 12Q: 3 clusters Score -1091863 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1091986.500000 Penalty: 4488.302246
	Iteration 13Q: 3 clusters Score -1091986 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1092079.125000 Penalty: 4488.302246
	Iteration 14Q: 3 clusters Score -1092079 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1092151.125000 Penalty: 4488.302246
	Iteration 15Q: 3 clusters Score -1092151 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1092211.500000 Penalty: 4488.302246
	Iteration 16Q: 3 clusters Score -1092212 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1092255.500000 Penalty: 4488.302246
	Iteration 17Q: 3 clusters Score -1092256 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1092292.500000 Penalty: 4488.302246
	Iteration 18Q: 3 clusters Score -1092292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1092315.625000 Penalty: 4488.302246
	Iteration 19Q: 3 clusters Score -1092316 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1092342.250000 Penalty: 4488.302246
	Iteration 20F: 3 clusters Score -1092342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1092365.125000 Penalty: 4488.302246
	Iteration 21Q: 3 clusters Score -1092365 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1092387.125000 Penalty: 4488.302246
	Iteration 22Q: 3 clusters Score -1092387 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1092405.250000 Penalty: 4488.302246
	Iteration 23Q: 3 clusters Score -1092405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1092418.375000 Penalty: 4488.302246
	Iteration 24Q: 3 clusters Score -1092418 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1092432.625000 Penalty: 4488.302246
	Iteration 25Q: 3 clusters Score -1092433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1092441.750000 Penalty: 4488.302246
	Iteration 26Q: 3 clusters Score -1092442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1092457.000000 Penalty: 4488.302246
	Iteration 27Q: 3 clusters Score -1092457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1092474.250000 Penalty: 4488.302246
	Iteration 28Q: 3 clusters Score -1092474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1092484.875000 Penalty: 4488.302246
	Iteration 29Q: 3 clusters Score -1092485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1092494.500000 Penalty: 4488.302246
	Iteration 30Q: 3 clusters Score -1092494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1092502.000000 Penalty: 4488.302246
	Iteration 31Q: 3 clusters Score -1092502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1092509.500000 Penalty: 4488.302246
	Iteration 32Q: 3 clusters Score -1092510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1092512.875000 Penalty: 4488.302246
	Iteration 33Q: 3 clusters Score -1092513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1092515.375000 Penalty: 4488.302246
	Iteration 34Q: 3 clusters Score -1092515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1092517.875000 Penalty: 4488.302246
	Iteration 35Q: 3 clusters Score -1092518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1092521.250000 Penalty: 4488.302246
	Iteration 36Q: 3 clusters Score -1092521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1092523.750000 Penalty: 4488.302246
	Iteration 37Q: 3 clusters Score -1092524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1092525.000000 Penalty: 4488.302246
	Iteration 38Q: 3 clusters Score -1092525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1092527.125000 Penalty: 4488.302246
	Iteration 39Q: 3 clusters Score -1092527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1092529.250000 Penalty: 4488.302246
	Iteration 40F: 3 clusters Score -1092529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1092530.375000 Penalty: 4488.302246
	Iteration 41Q: 3 clusters Score -1092530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1092531.750000 Penalty: 4488.302246
	Iteration 42Q: 3 clusters Score -1092532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1092534.125000 Penalty: 4488.302246
	Iteration 43Q: 3 clusters Score -1092534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1092535.625000 Penalty: 4488.302246
	Iteration 44Q: 3 clusters Score -1092536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1092535.625000 Penalty: 4488.302246
	Iteration 45Q: 3 clusters Score -1092536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1092535.000000 Penalty: 4488.302246
	Iteration 46Q: 3 clusters Score -1092535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1092535.000000 Penalty: 4488.302246
	Iteration 47F: 3 clusters Score -1092535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -26987.132812 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -26987.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25852.818359 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -25852.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26044.541016 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -26044.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26128.476562 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -26128.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26149.472656 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -26149.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26207.244141 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -26207.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26222.001953 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -26222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26225.095703 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -26225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26235.492188 Penalty: 2742.596680
	Iteration 7Q: 3 clusters Score -26235.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26235.492188 Penalty: 2742.596680
	Iteration 8F: 3 clusters Score -26235.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52468 members 
Entering Unmasked Estep 
Score: -7230305.500000 Penalty: 2695.253906
	Iteration 0F: 2 clusters Score -7230306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -7195239.000000 Penalty: 5390.507812
	Iteration 0F: 3 clusters Score -7195239 nChanged 24144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -7208432.500000 Penalty: 5390.507812
	Iteration 1F: 3 clusters Score -7208432 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -7208875.000000 Penalty: 5390.507812
	Iteration 2Q: 3 clusters Score -7208875 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -7209278.500000 Penalty: 5390.507812
	Iteration 3Q: 3 clusters Score -7209278 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -7209775.000000 Penalty: 5390.507812
	Iteration 4Q: 3 clusters Score -7209775 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -7210482.500000 Penalty: 5390.507812
	Iteration 5Q: 3 clusters Score -7210482 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -7211770.000000 Penalty: 5390.507812
	Iteration 6Q: 3 clusters Score -7211770 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -7214118.500000 Penalty: 5390.507812
	Iteration 7F: 3 clusters Score -7214118 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 37594 members 
Entering Unmasked Estep 
Score: -7217385.000000 Penalty: 5390.507812
	Iteration 8F: 3 clusters Score -7217385 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -7220750.000000 Penalty: 5390.507812
	Iteration 9F: 3 clusters Score -7220750 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -7223143.000000 Penalty: 5390.507812
	Iteration 10F: 3 clusters Score -7223143 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -7224553.500000 Penalty: 5390.507812
	Iteration 11Q: 3 clusters Score -7224554 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -7225444.500000 Penalty: 5390.507812
	Iteration 12Q: 3 clusters Score -7225444 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -7226003.000000 Penalty: 5390.507812
	Iteration 13Q: 3 clusters Score -7226003 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -7226384.500000 Penalty: 5390.507812
	Iteration 14Q: 3 clusters Score -7226384 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -7226672.000000 Penalty: 5390.507812
	Iteration 15Q: 3 clusters Score -7226672 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 49072 members 
Entering Unmasked Estep 
Score: -7226929.500000 Penalty: 5390.507812
	Iteration 16Q: 3 clusters Score -7226930 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -7227128.000000 Penalty: 5390.507812
	Iteration 17Q: 3 clusters Score -7227128 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -7227309.500000 Penalty: 5390.507812
	Iteration 18Q: 3 clusters Score -7227310 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -7227460.000000 Penalty: 5390.507812
	Iteration 19Q: 3 clusters Score -7227460 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -7227559.500000 Penalty: 5390.507812
	Iteration 20F: 3 clusters Score -7227560 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -7227667.000000 Penalty: 5390.507812
	Iteration 21Q: 3 clusters Score -7227667 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -7227775.000000 Penalty: 5390.507812
	Iteration 22Q: 3 clusters Score -7227775 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 51071 members 
Entering Unmasked Estep 
Score: -7227825.500000 Penalty: 5390.507812
	Iteration 23Q: 3 clusters Score -7227826 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 51163 members 
Entering Unmasked Estep 
Score: -7227849.500000 Penalty: 5390.507812
	Iteration 24Q: 3 clusters Score -7227850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -7227891.000000 Penalty: 5390.507812
	Iteration 25Q: 3 clusters Score -7227891 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -7227906.000000 Penalty: 5390.507812
	Iteration 26Q: 3 clusters Score -7227906 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 51332 members 
Entering Unmasked Estep 
Score: -7227923.500000 Penalty: 5390.507812
	Iteration 27Q: 3 clusters Score -7227924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -7227944.500000 Penalty: 5390.507812
	Iteration 28Q: 3 clusters Score -7227944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -7227958.000000 Penalty: 5390.507812
	Iteration 29Q: 3 clusters Score -7227958 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -7227975.000000 Penalty: 5390.507812
	Iteration 30Q: 3 clusters Score -7227975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 51440 members 
Entering Unmasked Estep 
Score: -7227962.000000 Penalty: 5390.507812
	Iteration 31Q: 3 clusters Score -7227962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 51455 members 
Entering Unmasked Estep 
Score: -7227976.000000 Penalty: 5390.507812
	Iteration 32Q: 3 clusters Score -7227976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -7227976.000000 Penalty: 5390.507812
	Iteration 33Q: 3 clusters Score -7227976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 51490 members 
Entering Unmasked Estep 
Score: -7227986.500000 Penalty: 5390.507812
	Iteration 34Q: 3 clusters Score -7227986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 51499 members 
Entering Unmasked Estep 
Score: -7227986.000000 Penalty: 5390.507812
	Iteration 35Q: 3 clusters Score -7227986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -7227998.000000 Penalty: 5390.507812
	Iteration 36Q: 3 clusters Score -7227998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -7227998.500000 Penalty: 5390.507812
	Iteration 37Q: 3 clusters Score -7227998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -7227997.500000 Penalty: 5390.507812
	Iteration 38Q: 3 clusters Score -7227998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 51518 members 
Entering Unmasked Estep 
Score: -7228002.500000 Penalty: 5390.507812
	Iteration 39Q: 3 clusters Score -7228002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -7228004.000000 Penalty: 5390.507812
	Iteration 40F: 3 clusters Score -7228004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -7227998.000000 Penalty: 5390.507812
	Iteration 41Q: 3 clusters Score -7227998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 51525 members 
Entering Unmasked Estep 
Score: -7227998.000000 Penalty: 5390.507812
	Iteration 42F: 3 clusters Score -7227998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Entering Unmasked Estep 
Score: -9242248.000000 Penalty: 2754.301514
	Iteration 0F: 2 clusters Score -9242248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -9197711.000000 Penalty: 5508.603027
	Iteration 0F: 3 clusters Score -9197711 nChanged 31052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -9215454.000000 Penalty: 5508.603027
	Iteration 1F: 3 clusters Score -9215454 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -9216372.000000 Penalty: 5508.603027
	Iteration 2Q: 3 clusters Score -9216372 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -9217485.000000 Penalty: 5508.603027
	Iteration 3Q: 3 clusters Score -9217485 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -9218757.000000 Penalty: 5508.603027
	Iteration 4Q: 3 clusters Score -9218757 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -9220225.000000 Penalty: 5508.603027
	Iteration 5Q: 3 clusters Score -9220225 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 37038 members 
Entering Unmasked Estep 
Score: -9221943.000000 Penalty: 5508.603027
	Iteration 6Q: 3 clusters Score -9221943 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 37704 members 
Entering Unmasked Estep 
Score: -9223862.000000 Penalty: 5508.603027
	Iteration 7F: 3 clusters Score -9223862 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -9225959.000000 Penalty: 5508.603027
	Iteration 8F: 3 clusters Score -9225959 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28350 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -9228042.000000 Penalty: 5508.603027
	Iteration 9F: 3 clusters Score -9228042 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 38029 members 
Entering Unmasked Estep 
Score: -9229971.000000 Penalty: 5508.603027
	Iteration 10Q: 3 clusters Score -9229971 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -9231214.000000 Penalty: 5508.603027
	Iteration 11Q: 3 clusters Score -9231214 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -9231922.000000 Penalty: 5508.603027
	Iteration 12Q: 3 clusters Score -9231922 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -9232145.000000 Penalty: 5508.603027
	Iteration 13Q: 3 clusters Score -9232145 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -9232358.000000 Penalty: 5508.603027
	Iteration 14Q: 3 clusters Score -9232358 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -9232489.000000 Penalty: 5508.603027
	Iteration 15Q: 3 clusters Score -9232489 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -9232645.000000 Penalty: 5508.603027
	Iteration 16Q: 3 clusters Score -9232645 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -9232801.000000 Penalty: 5508.603027
	Iteration 17Q: 3 clusters Score -9232801 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -9232922.000000 Penalty: 5508.603027
	Iteration 18Q: 3 clusters Score -9232922 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -9233069.000000 Penalty: 5508.603027
	Iteration 19Q: 3 clusters Score -9233069 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -9233190.000000 Penalty: 5508.603027
	Iteration 20F: 3 clusters Score -9233190 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -9233329.000000 Penalty: 5508.603027
	Iteration 21Q: 3 clusters Score -9233329 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -9233504.000000 Penalty: 5508.603027
	Iteration 22Q: 3 clusters Score -9233504 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -9233677.000000 Penalty: 5508.603027
	Iteration 23Q: 3 clusters Score -9233677 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -9233899.000000 Penalty: 5508.603027
	Iteration 24Q: 3 clusters Score -9233899 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -9234132.000000 Penalty: 5508.603027
	Iteration 25Q: 3 clusters Score -9234132 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -9234395.000000 Penalty: 5508.603027
	Iteration 26Q: 3 clusters Score -9234395 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -9234744.000000 Penalty: 5508.603027
	Iteration 27Q: 3 clusters Score -9234744 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -9235245.000000 Penalty: 5508.603027
	Iteration 28Q: 3 clusters Score -9235245 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 42552 members 
Entering Unmasked Estep 
Score: -9235640.000000 Penalty: 5508.603027
	Iteration 29Q: 3 clusters Score -9235640 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -9236140.000000 Penalty: 5508.603027
	Iteration 30Q: 3 clusters Score -9236140 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -9236677.000000 Penalty: 5508.603027
	Iteration 31Q: 3 clusters Score -9236677 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -9237235.000000 Penalty: 5508.603027
	Iteration 32Q: 3 clusters Score -9237235 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -9237853.000000 Penalty: 5508.603027
	Iteration 33Q: 3 clusters Score -9237853 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 47175 members 
Entering Unmasked Estep 
Score: -9238338.000000 Penalty: 5508.603027
	Iteration 34Q: 3 clusters Score -9238338 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -9238798.000000 Penalty: 5508.603027
	Iteration 35Q: 3 clusters Score -9238798 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 48824 members 
Entering Unmasked Estep 
Score: -9239179.000000 Penalty: 5508.603027
	Iteration 36Q: 3 clusters Score -9239179 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -9239469.000000 Penalty: 5508.603027
	Iteration 37Q: 3 clusters Score -9239469 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 50077 members 
Entering Unmasked Estep 
Score: -9239660.000000 Penalty: 5508.603027
	Iteration 38Q: 3 clusters Score -9239660 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -9239772.000000 Penalty: 5508.603027
	Iteration 39Q: 3 clusters Score -9239772 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -9239873.000000 Penalty: 5508.603027
	Iteration 40F: 3 clusters Score -9239873 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -9239936.000000 Penalty: 5508.603027
	Iteration 41Q: 3 clusters Score -9239936 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -9239991.000000 Penalty: 5508.603027
	Iteration 42Q: 3 clusters Score -9239991 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Mstep: Class 2 contains 51881 members 
Entering Unmasked Estep 
Score: -9240068.000000 Penalty: 5508.603027
	Iteration 43Q: 3 clusters Score -9240068 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 52111 members 
Entering Unmasked Estep 
Score: -9240093.000000 Penalty: 5508.603027
	Iteration 44Q: 3 clusters Score -9240093 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -9240080.000000 Penalty: 5508.603027
	Iteration 45Q: 3 clusters Score -9240080 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -9240137.000000 Penalty: 5508.603027
	Iteration 46Q: 3 clusters Score -9240137 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 52689 members 
Entering Unmasked Estep 
Score: -9240135.000000 Penalty: 5508.603027
	Iteration 47Q: 3 clusters Score -9240135 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -9240153.000000 Penalty: 5508.603027
	Iteration 48Q: 3 clusters Score -9240153 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -9240183.000000 Penalty: 5508.603027
	Iteration 49Q: 3 clusters Score -9240183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -9240182.000000 Penalty: 5508.603027
	Iteration 50Q: 3 clusters Score -9240182 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -9240184.000000 Penalty: 5508.603027
	Iteration 51Q: 3 clusters Score -9240184 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -9240199.000000 Penalty: 5508.603027
	Iteration 52Q: 3 clusters Score -9240199 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -9240192.000000 Penalty: 5508.603027
	Iteration 53Q: 3 clusters Score -9240192 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -9240205.000000 Penalty: 5508.603027
	Iteration 54Q: 3 clusters Score -9240205 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 53617 members 
Entering Unmasked Estep 
Score: -9240231.000000 Penalty: 5508.603027
	Iteration 55Q: 3 clusters Score -9240231 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 53684 members 
Entering Unmasked Estep 
Score: -9240237.000000 Penalty: 5508.603027
	Iteration 56Q: 3 clusters Score -9240237 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -9240250.000000 Penalty: 5508.603027
	Iteration 57Q: 3 clusters Score -9240250 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 53801 members 
Entering Unmasked Estep 
Score: -9240263.000000 Penalty: 5508.603027
	Iteration 58Q: 3 clusters Score -9240263 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 53858 members 
Entering Unmasked Estep 
Score: -9240251.000000 Penalty: 5508.603027
	Iteration 59Q: 3 clusters Score -9240251 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -9240262.000000 Penalty: 5508.603027
	Iteration 60F: 3 clusters Score -9240262 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 53962 members 
Entering Unmasked Estep 
Score: -9240249.000000 Penalty: 5508.603027
	Iteration 61Q: 3 clusters Score -9240249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -9240249.000000 Penalty: 5508.603027
	Iteration 62Q: 3 clusters Score -9240249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 54038 members 
Entering Unmasked Estep 
Score: -9240246.000000 Penalty: 5508.603027
	Iteration 63Q: 3 clusters Score -9240246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -9240238.000000 Penalty: 5508.603027
	Iteration 64Q: 3 clusters Score -9240238 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -9240242.000000 Penalty: 5508.603027
	Iteration 65Q: 3 clusters Score -9240242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 54135 members 
Entering Unmasked Estep 
Score: -9240233.000000 Penalty: 5508.603027
	Iteration 66Q: 3 clusters Score -9240233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -9240231.000000 Penalty: 5508.603027
	Iteration 67Q: 3 clusters Score -9240231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -9240234.000000 Penalty: 5508.603027
	Iteration 68Q: 3 clusters Score -9240234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 54175 members 
Entering Unmasked Estep 
Score: -9240233.000000 Penalty: 5508.603027
	Iteration 69Q: 3 clusters Score -9240233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -9240235.000000 Penalty: 5508.603027
	Iteration 70Q: 3 clusters Score -9240235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -9240233.000000 Penalty: 5508.603027
	Iteration 71Q: 3 clusters Score -9240233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -9240231.000000 Penalty: 5508.603027
	Iteration 72Q: 3 clusters Score -9240231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -9240248.000000 Penalty: 5508.603027
	Iteration 73Q: 3 clusters Score -9240248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -9240239.000000 Penalty: 5508.603027
	Iteration 74Q: 3 clusters Score -9240239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -9240237.000000 Penalty: 5508.603027
	Iteration 75Q: 3 clusters Score -9240237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 54247 members 
Entering Unmasked Estep 
Score: -9240237.000000 Penalty: 5508.603027
	Iteration 76Q: 3 clusters Score -9240237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -9240240.000000 Penalty: 5508.603027
	Iteration 77Q: 3 clusters Score -9240240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 54258 members 
Entering Unmasked Estep 
Score: -9240237.000000 Penalty: 5508.603027
	Iteration 78Q: 3 clusters Score -9240237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -9240227.000000 Penalty: 5508.603027
	Iteration 79Q: 3 clusters Score -9240227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 54273 members 
Entering Unmasked Estep 
Score: -9240236.000000 Penalty: 5508.603027
	Iteration 80F: 3 clusters Score -9240236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 54280 members 
Entering Unmasked Estep 
Score: -9240236.000000 Penalty: 5508.603027
	Iteration 81Q: 3 clusters Score -9240236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -9240241.000000 Penalty: 5508.603027
	Iteration 82Q: 3 clusters Score -9240241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 54299 members 
Entering Unmasked Estep 
Score: -9240243.000000 Penalty: 5508.603027
	Iteration 83Q: 3 clusters Score -9240243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -9240248.000000 Penalty: 5508.603027
	Iteration 84Q: 3 clusters Score -9240248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -9240244.000000 Penalty: 5508.603027
	Iteration 85Q: 3 clusters Score -9240244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -9240255.000000 Penalty: 5508.603027
	Iteration 86Q: 3 clusters Score -9240255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 54340 members 
Entering Unmasked Estep 
Score: -9240241.000000 Penalty: 5508.603027
	Iteration 87Q: 3 clusters Score -9240241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 54345 members 
Entering Unmasked Estep 
Score: -9240248.000000 Penalty: 5508.603027
	Iteration 88Q: 3 clusters Score -9240248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 54350 members 
Entering Unmasked Estep 
Score: -9240243.000000 Penalty: 5508.603027
	Iteration 89Q: 3 clusters Score -9240243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -9240247.000000 Penalty: 5508.603027
	Iteration 90Q: 3 clusters Score -9240247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -9240246.000000 Penalty: 5508.603027
	Iteration 91Q: 3 clusters Score -9240246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -9240246.000000 Penalty: 5508.603027
	Iteration 92F: 3 clusters Score -9240246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73485 members 
Entering Unmasked Estep 
Score: -9883025.000000 Penalty: 2778.799561
	Iteration 0F: 2 clusters Score -9883025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -9833673.000000 Penalty: 5557.599121
	Iteration 0F: 3 clusters Score -9833673 nChanged 34394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -9853161.000000 Penalty: 5557.599121
	Iteration 1F: 3 clusters Score -9853161 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 37631 members 
Entering Unmasked Estep 
Score: -9853910.000000 Penalty: 5557.599121
	Iteration 2Q: 3 clusters Score -9853910 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -9855026.000000 Penalty: 5557.599121
	Iteration 3Q: 3 clusters Score -9855026 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -9856477.000000 Penalty: 5557.599121
	Iteration 4Q: 3 clusters Score -9856477 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -9858470.000000 Penalty: 5557.599121
	Iteration 5F: 3 clusters Score -9858470 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 39082 members 
Entering Unmasked Estep 
Score: -9861470.000000 Penalty: 5557.599121
	Iteration 6F: 3 clusters Score -9861470 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -9865029.000000 Penalty: 5557.599121
	Iteration 7F: 3 clusters Score -9865029 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -9868398.000000 Penalty: 5557.599121
	Iteration 8F: 3 clusters Score -9868398 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -9871017.000000 Penalty: 5557.599121
	Iteration 9F: 3 clusters Score -9871017 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -9872564.000000 Penalty: 5557.599121
	Iteration 10Q: 3 clusters Score -9872564 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -9873477.000000 Penalty: 5557.599121
	Iteration 11Q: 3 clusters Score -9873477 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -9874049.000000 Penalty: 5557.599121
	Iteration 12Q: 3 clusters Score -9874049 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -9874453.000000 Penalty: 5557.599121
	Iteration 13Q: 3 clusters Score -9874453 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -9874722.000000 Penalty: 5557.599121
	Iteration 14Q: 3 clusters Score -9874722 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -9875029.000000 Penalty: 5557.599121
	Iteration 15Q: 3 clusters Score -9875029 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -9875181.000000 Penalty: 5557.599121
	Iteration 16Q: 3 clusters Score -9875181 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -9875326.000000 Penalty: 5557.599121
	Iteration 17Q: 3 clusters Score -9875326 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -9875451.000000 Penalty: 5557.599121
	Iteration 18Q: 3 clusters Score -9875451 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -9875535.000000 Penalty: 5557.599121
	Iteration 19Q: 3 clusters Score -9875535 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -9875585.000000 Penalty: 5557.599121
	Iteration 20F: 3 clusters Score -9875585 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -9875640.000000 Penalty: 5557.599121
	Iteration 21Q: 3 clusters Score -9875640 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -9875642.000000 Penalty: 5557.599121
	Iteration 22Q: 3 clusters Score -9875642 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -9875663.000000 Penalty: 5557.599121
	Iteration 23Q: 3 clusters Score -9875663 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 45443 members 
Entering Unmasked Estep 
Score: -9875694.000000 Penalty: 5557.599121
	Iteration 24Q: 3 clusters Score -9875694 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -9875737.000000 Penalty: 5557.599121
	Iteration 25Q: 3 clusters Score -9875737 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -9875799.000000 Penalty: 5557.599121
	Iteration 26Q: 3 clusters Score -9875799 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -9875855.000000 Penalty: 5557.599121
	Iteration 27Q: 3 clusters Score -9875855 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -9875877.000000 Penalty: 5557.599121
	Iteration 28Q: 3 clusters Score -9875877 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -9875870.000000 Penalty: 5557.599121
	Iteration 29Q: 3 clusters Score -9875870 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -9875896.000000 Penalty: 5557.599121
	Iteration 30Q: 3 clusters Score -9875896 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -9875891.000000 Penalty: 5557.599121
	Iteration 31Q: 3 clusters Score -9875891 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -9875941.000000 Penalty: 5557.599121
	Iteration 32Q: 3 clusters Score -9875941 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -9875980.000000 Penalty: 5557.599121
	Iteration 33Q: 3 clusters Score -9875980 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25628 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -9875987.000000 Penalty: 5557.599121
	Iteration 34Q: 3 clusters Score -9875987 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -9876042.000000 Penalty: 5557.599121
	Iteration 35Q: 3 clusters Score -9876042 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -9876099.000000 Penalty: 5557.599121
	Iteration 36Q: 3 clusters Score -9876099 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 48944 members 
Entering Unmasked Estep 
Score: -9876180.000000 Penalty: 5557.599121
	Iteration 37Q: 3 clusters Score -9876180 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -9876290.000000 Penalty: 5557.599121
	Iteration 38Q: 3 clusters Score -9876290 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -9876374.000000 Penalty: 5557.599121
	Iteration 39Q: 3 clusters Score -9876374 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 50537 members 
Entering Unmasked Estep 
Score: -9876494.000000 Penalty: 5557.599121
	Iteration 40F: 3 clusters Score -9876494 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 51139 members 
Entering Unmasked Estep 
Score: -9876588.000000 Penalty: 5557.599121
	Iteration 41Q: 3 clusters Score -9876588 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -9876738.000000 Penalty: 5557.599121
	Iteration 42Q: 3 clusters Score -9876738 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 52424 members 
Entering Unmasked Estep 
Score: -9876866.000000 Penalty: 5557.599121
	Iteration 43Q: 3 clusters Score -9876866 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -9876989.000000 Penalty: 5557.599121
	Iteration 44Q: 3 clusters Score -9876989 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -9877115.000000 Penalty: 5557.599121
	Iteration 45Q: 3 clusters Score -9877115 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -9877366.000000 Penalty: 5557.599121
	Iteration 46Q: 3 clusters Score -9877366 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -9877551.000000 Penalty: 5557.599121
	Iteration 47Q: 3 clusters Score -9877551 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 56342 members 
Entering Unmasked Estep 
Score: -9877801.000000 Penalty: 5557.599121
	Iteration 48Q: 3 clusters Score -9877801 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 57335 members 
Entering Unmasked Estep 
Score: -9878115.000000 Penalty: 5557.599121
	Iteration 49Q: 3 clusters Score -9878115 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 58333 members 
Entering Unmasked Estep 
Score: -9878440.000000 Penalty: 5557.599121
	Iteration 50Q: 3 clusters Score -9878440 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 59377 members 
Entering Unmasked Estep 
Score: -9878778.000000 Penalty: 5557.599121
	Iteration 51Q: 3 clusters Score -9878778 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 60391 members 
Entering Unmasked Estep 
Score: -9879169.000000 Penalty: 5557.599121
	Iteration 52Q: 3 clusters Score -9879169 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 61397 members 
Entering Unmasked Estep 
Score: -9879475.000000 Penalty: 5557.599121
	Iteration 53Q: 3 clusters Score -9879475 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 62385 members 
Entering Unmasked Estep 
Score: -9879806.000000 Penalty: 5557.599121
	Iteration 54Q: 3 clusters Score -9879806 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 63286 members 
Entering Unmasked Estep 
Score: -9880090.000000 Penalty: 5557.599121
	Iteration 55Q: 3 clusters Score -9880090 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -9880269.000000 Penalty: 5557.599121
	Iteration 56Q: 3 clusters Score -9880269 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -9880470.000000 Penalty: 5557.599121
	Iteration 57Q: 3 clusters Score -9880470 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 65426 members 
Entering Unmasked Estep 
Score: -9880624.000000 Penalty: 5557.599121
	Iteration 58Q: 3 clusters Score -9880624 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -9880764.000000 Penalty: 5557.599121
	Iteration 59Q: 3 clusters Score -9880764 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 66452 members 
Entering Unmasked Estep 
Score: -9880894.000000 Penalty: 5557.599121
	Iteration 60F: 3 clusters Score -9880894 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 66840 members 
Entering Unmasked Estep 
Score: -9881013.000000 Penalty: 5557.599121
	Iteration 61Q: 3 clusters Score -9881013 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 67164 members 
Entering Unmasked Estep 
Score: -9881067.000000 Penalty: 5557.599121
	Iteration 62Q: 3 clusters Score -9881067 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 67445 members 
Entering Unmasked Estep 
Score: -9881118.000000 Penalty: 5557.599121
	Iteration 63Q: 3 clusters Score -9881118 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 67691 members 
Entering Unmasked Estep 
Score: -9881163.000000 Penalty: 5557.599121
	Iteration 64Q: 3 clusters Score -9881163 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -9881192.000000 Penalty: 5557.599121
	Iteration 65Q: 3 clusters Score -9881192 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 68108 members 
Entering Unmasked Estep 
Score: -9881248.000000 Penalty: 5557.599121
	Iteration 66Q: 3 clusters Score -9881248 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 68298 members 
Entering Unmasked Estep 
Score: -9881276.000000 Penalty: 5557.599121
	Iteration 67Q: 3 clusters Score -9881276 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 68465 members 
Entering Unmasked Estep 
Score: -9881304.000000 Penalty: 5557.599121
	Iteration 68Q: 3 clusters Score -9881304 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 68603 members 
Entering Unmasked Estep 
Score: -9881343.000000 Penalty: 5557.599121
	Iteration 69Q: 3 clusters Score -9881343 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -9881381.000000 Penalty: 5557.599121
	Iteration 70Q: 3 clusters Score -9881381 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 68829 members 
Entering Unmasked Estep 
Score: -9881420.000000 Penalty: 5557.599121
	Iteration 71Q: 3 clusters Score -9881420 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 68919 members 
Entering Unmasked Estep 
Score: -9881436.000000 Penalty: 5557.599121
	Iteration 72Q: 3 clusters Score -9881436 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 68989 members 
Entering Unmasked Estep 
Score: -9881462.000000 Penalty: 5557.599121
	Iteration 73Q: 3 clusters Score -9881462 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 69065 members 
Entering Unmasked Estep 
Score: -9881504.000000 Penalty: 5557.599121
	Iteration 74Q: 3 clusters Score -9881504 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
Score: -9881531.000000 Penalty: 5557.599121
	Iteration 75Q: 3 clusters Score -9881531 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -9881557.000000 Penalty: 5557.599121
	Iteration 76Q: 3 clusters Score -9881557 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 69284 members 
Entering Unmasked Estep 
Score: -9881561.000000 Penalty: 5557.599121
	Iteration 77Q: 3 clusters Score -9881561 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -9881580.000000 Penalty: 5557.599121
	Iteration 78Q: 3 clusters Score -9881580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 69391 members 
Entering Unmasked Estep 
Score: -9881590.000000 Penalty: 5557.599121
	Iteration 79Q: 3 clusters Score -9881590 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -9881601.000000 Penalty: 5557.599121
	Iteration 80F: 3 clusters Score -9881601 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 69489 members 
Entering Unmasked Estep 
Score: -9881593.000000 Penalty: 5557.599121
	Iteration 81Q: 3 clusters Score -9881593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -9881617.000000 Penalty: 5557.599121
	Iteration 82Q: 3 clusters Score -9881617 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -9881618.000000 Penalty: 5557.599121
	Iteration 83Q: 3 clusters Score -9881618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 69618 members 
Entering Unmasked Estep 
Score: -9881639.000000 Penalty: 5557.599121
	Iteration 84Q: 3 clusters Score -9881639 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -9881647.000000 Penalty: 5557.599121
	Iteration 85Q: 3 clusters Score -9881647 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 69700 members 
Entering Unmasked Estep 
Score: -9881656.000000 Penalty: 5557.599121
	Iteration 86Q: 3 clusters Score -9881656 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -9881647.000000 Penalty: 5557.599121
	Iteration 87Q: 3 clusters Score -9881647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -9881651.000000 Penalty: 5557.599121
	Iteration 88Q: 3 clusters Score -9881651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 69756 members 
Entering Unmasked Estep 
Score: -9881659.000000 Penalty: 5557.599121
	Iteration 89Q: 3 clusters Score -9881659 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 69785 members 
Entering Unmasked Estep 
Score: -9881678.000000 Penalty: 5557.599121
	Iteration 90Q: 3 clusters Score -9881678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -9881690.000000 Penalty: 5557.599121
	Iteration 91Q: 3 clusters Score -9881690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 69831 members 
Entering Unmasked Estep 
Score: -9881680.000000 Penalty: 5557.599121
	Iteration 92Q: 3 clusters Score -9881680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -9881691.000000 Penalty: 5557.599121
	Iteration 93Q: 3 clusters Score -9881691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -9881693.000000 Penalty: 5557.599121
	Iteration 94Q: 3 clusters Score -9881693 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -9881699.000000 Penalty: 5557.599121
	Iteration 95Q: 3 clusters Score -9881699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 69907 members 
Entering Unmasked Estep 
Score: -9881709.000000 Penalty: 5557.599121
	Iteration 96Q: 3 clusters Score -9881709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 69914 members 
Entering Unmasked Estep 
Score: -9881717.000000 Penalty: 5557.599121
	Iteration 97Q: 3 clusters Score -9881717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 69918 members 
Entering Unmasked Estep 
Score: -9881703.000000 Penalty: 5557.599121
	Iteration 98Q: 3 clusters Score -9881703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -9881705.000000 Penalty: 5557.599121
	Iteration 99Q: 3 clusters Score -9881705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -9881706.000000 Penalty: 5557.599121
	Iteration 100F: 3 clusters Score -9881706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -9881709.000000 Penalty: 5557.599121
	Iteration 101Q: 3 clusters Score -9881709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 69957 members 
Entering Unmasked Estep 
Score: -9881697.000000 Penalty: 5557.599121
	Iteration 102Q: 3 clusters Score -9881697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 69964 members 
Entering Unmasked Estep 
Score: -9881691.000000 Penalty: 5557.599121
	Iteration 103Q: 3 clusters Score -9881691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -9881697.000000 Penalty: 5557.599121
	Iteration 104Q: 3 clusters Score -9881697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -9881703.000000 Penalty: 5557.599121
	Iteration 105Q: 3 clusters Score -9881703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -9881691.000000 Penalty: 5557.599121
	Iteration 106Q: 3 clusters Score -9881691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -9881693.000000 Penalty: 5557.599121
	Iteration 107Q: 3 clusters Score -9881693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 69980 members 
Entering Unmasked Estep 
Score: -9881699.000000 Penalty: 5557.599121
	Iteration 108Q: 3 clusters Score -9881699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 69981 members 
Entering Unmasked Estep 
Score: -9881704.000000 Penalty: 5557.599121
	Iteration 109Q: 3 clusters Score -9881704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 69982 members 
Entering Unmasked Estep 
Score: -9881700.000000 Penalty: 5557.599121
	Iteration 110Q: 3 clusters Score -9881700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 69983 members 
Entering Unmasked Estep 
Score: -9881701.000000 Penalty: 5557.599121
	Iteration 111Q: 3 clusters Score -9881701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -9881700.000000 Penalty: 5557.599121
	Iteration 112Q: 3 clusters Score -9881700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -9881699.000000 Penalty: 5557.599121
	Iteration 113Q: 3 clusters Score -9881699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 69985 members 
Entering Unmasked Estep 
Score: -9881699.000000 Penalty: 5557.599121
	Iteration 114F: 3 clusters Score -9881699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (285934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285934 members 
Entering Unmasked Estep 
Score: -39878136.000000 Penalty: 3115.752197
	Iteration 0F: 2 clusters Score -3.987814e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143115 members 
Mstep: Class 2 contains 142819 members 
Entering Unmasked Estep 
Score: -39729236.000000 Penalty: 6231.504395
	Iteration 0F: 3 clusters Score -3.972924e+07 nChanged 138483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144004 members 
Mstep: Class 2 contains 141930 members 
Entering Unmasked Estep 
Score: -39810932.000000 Penalty: 6231.504395
	Iteration 1F: 3 clusters Score -3.981093e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144201 members 
Mstep: Class 2 contains 141733 members 
Entering Unmasked Estep 
Score: -39812728.000000 Penalty: 6231.504395
	Iteration 2Q: 3 clusters Score -3.981273e+07 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144561 members 
Mstep: Class 2 contains 141373 members 
Entering Unmasked Estep 
Score: -39814908.000000 Penalty: 6231.504395
	Iteration 3Q: 3 clusters Score -3.981491e+07 nChanged 10161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145264 members 
Mstep: Class 2 contains 140670 members 
Entering Unmasked Estep 
Score: -39817948.000000 Penalty: 6231.504395
	Iteration 4Q: 3 clusters Score -3.981795e+07 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146490 members 
Mstep: Class 2 contains 139444 members 
Entering Unmasked Estep 
Score: -39822080.000000 Penalty: 6231.504395
	Iteration 5Q: 3 clusters Score -3.982208e+07 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148386 members 
Mstep: Class 2 contains 137548 members 
Entering Unmasked Estep 
Score: -39827512.000000 Penalty: 6231.504395
	Iteration 6Q: 3 clusters Score -3.982751e+07 nChanged 14413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151547 members 
Mstep: Class 2 contains 134387 members 
Entering Unmasked Estep 
Score: -39834552.000000 Penalty: 6231.504395
	Iteration 7F: 3 clusters Score -3.983455e+07 nChanged 15003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156298 members 
Mstep: Class 2 contains 129636 members 
Entering Unmasked Estep 
Score: -39842012.000000 Penalty: 6231.504395
	Iteration 8F: 3 clusters Score -3.984201e+07 nChanged 14501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162723 members 
Mstep: Class 2 contains 123211 members 
Entering Unmasked Estep 
Score: -39848624.000000 Penalty: 6231.504395
	Iteration 9F: 3 clusters Score -3.984862e+07 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170911 members 
Mstep: Class 2 contains 115023 members 
Entering Unmasked Estep 
Score: -39854296.000000 Penalty: 6231.504395
	Iteration 10Q: 3 clusters Score -3.98543e+07 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180873 members 
Mstep: Class 2 contains 105061 members 
Entering Unmasked Estep 
Score: -39859728.000000 Penalty: 6231.504395
	Iteration 11Q: 3 clusters Score -3.985973e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192284 members 
Mstep: Class 2 contains 93650 members 
Entering Unmasked Estep 
Score: -39865164.000000 Penalty: 6231.504395
	Iteration 12Q: 3 clusters Score -3.986516e+07 nChanged 12757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204825 members 
Mstep: Class 2 contains 81109 members 
Entering Unmasked Estep 
Score: -39870908.000000 Penalty: 6231.504395
	Iteration 13Q: 3 clusters Score -3.987091e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218088 members 
Mstep: Class 2 contains 67846 members 
Entering Unmasked Estep 
Score: -39876964.000000 Penalty: 6231.504395
	Iteration 14Q: 3 clusters Score -3.987696e+07 nChanged 13239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231321 members 
Mstep: Class 2 contains 54613 members 
Entering Unmasked Estep 
Score: -39883120.000000 Penalty: 6231.504395
	Iteration 15Q: 3 clusters Score -3.988312e+07 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243656 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -39888024.000000 Penalty: 6231.504395
	Iteration 16Q: 3 clusters Score -3.988802e+07 nChanged 10066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253716 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -39888684.000000 Penalty: 6231.504395
	Iteration 17Q: 3 clusters Score -3.988868e+07 nChanged 7710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261418 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -39887708.000000 Penalty: 6231.504395
	Iteration 18Q: 3 clusters Score -3.988771e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267008 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -39886692.000000 Penalty: 6231.504395
	Iteration 19Q: 3 clusters Score -3.988669e+07 nChanged 4077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271075 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -39885140.000000 Penalty: 6231.504395
	Iteration 20F: 3 clusters Score -3.988514e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273968 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -39883824.000000 Penalty: 6231.504395
	Iteration 21Q: 3 clusters Score -3.988382e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276097 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -39883048.000000 Penalty: 6231.504395
	Iteration 22Q: 3 clusters Score -3.988305e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277653 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -39882340.000000 Penalty: 6231.504395
	Iteration 23Q: 3 clusters Score -3.988234e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278740 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -39881904.000000 Penalty: 6231.504395
	Iteration 24Q: 3 clusters Score -3.98819e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279542 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -39881228.000000 Penalty: 6231.504395
	Iteration 25Q: 3 clusters Score -3.988123e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280140 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -39880904.000000 Penalty: 6231.504395
	Iteration 26Q: 3 clusters Score -3.98809e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280580 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -39880600.000000 Penalty: 6231.504395
	Iteration 27Q: 3 clusters Score -3.98806e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280956 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -39880340.000000 Penalty: 6231.504395
	Iteration 28Q: 3 clusters Score -3.988034e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281257 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -39880152.000000 Penalty: 6231.504395
	Iteration 29Q: 3 clusters Score -3.988015e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281509 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -39879936.000000 Penalty: 6231.504395
	Iteration 30Q: 3 clusters Score -3.987994e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281700 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -39879852.000000 Penalty: 6231.504395
	Iteration 31Q: 3 clusters Score -3.987985e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281871 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -39879716.000000 Penalty: 6231.504395
	Iteration 32Q: 3 clusters Score -3.987972e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282021 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -39879624.000000 Penalty: 6231.504395
	Iteration 33Q: 3 clusters Score -3.987962e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282135 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -39879520.000000 Penalty: 6231.504395
	Iteration 34Q: 3 clusters Score -3.987952e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282253 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -39879356.000000 Penalty: 6231.504395
	Iteration 35Q: 3 clusters Score -3.987936e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282350 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -39879276.000000 Penalty: 6231.504395
	Iteration 36Q: 3 clusters Score -3.987928e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282433 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -39879248.000000 Penalty: 6231.504395
	Iteration 37Q: 3 clusters Score -3.987925e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282520 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -39879184.000000 Penalty: 6231.504395
	Iteration 38Q: 3 clusters Score -3.987918e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282585 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -39879136.000000 Penalty: 6231.504395
	Iteration 39Q: 3 clusters Score -3.987914e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282640 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -39879076.000000 Penalty: 6231.504395
	Iteration 40F: 3 clusters Score -3.987908e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282692 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -39879052.000000 Penalty: 6231.504395
	Iteration 41Q: 3 clusters Score -3.987905e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282727 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -39879004.000000 Penalty: 6231.504395
	Iteration 42Q: 3 clusters Score -3.9879e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282760 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -39878912.000000 Penalty: 6231.504395
	Iteration 43Q: 3 clusters Score -3.987891e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282788 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -39878880.000000 Penalty: 6231.504395
	Iteration 44Q: 3 clusters Score -3.987888e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282821 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -39878828.000000 Penalty: 6231.504395
	Iteration 45Q: 3 clusters Score -3.987883e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282848 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -39878788.000000 Penalty: 6231.504395
	Iteration 46Q: 3 clusters Score -3.987879e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282882 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -39878772.000000 Penalty: 6231.504395
	Iteration 47Q: 3 clusters Score -3.987877e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282908 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -39878772.000000 Penalty: 6231.504395
	Iteration 48Q: 3 clusters Score -3.987877e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282938 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -39878744.000000 Penalty: 6231.504395
	Iteration 49Q: 3 clusters Score -3.987874e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282968 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -39878756.000000 Penalty: 6231.504395
	Iteration 50Q: 3 clusters Score -3.987876e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282985 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -39878732.000000 Penalty: 6231.504395
	Iteration 51Q: 3 clusters Score -3.987873e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283002 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -39878724.000000 Penalty: 6231.504395
	Iteration 52Q: 3 clusters Score -3.987872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283014 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -39878744.000000 Penalty: 6231.504395
	Iteration 53Q: 3 clusters Score -3.987874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283020 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -39878744.000000 Penalty: 6231.504395
	Iteration 54Q: 3 clusters Score -3.987874e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283032 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -39878736.000000 Penalty: 6231.504395
	Iteration 55Q: 3 clusters Score -3.987874e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283044 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -39878716.000000 Penalty: 6231.504395
	Iteration 56Q: 3 clusters Score -3.987872e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283054 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -39878716.000000 Penalty: 6231.504395
	Iteration 57Q: 3 clusters Score -3.987872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283061 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -39878732.000000 Penalty: 6231.504395
	Iteration 58Q: 3 clusters Score -3.987873e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283068 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -39878736.000000 Penalty: 6231.504395
	Iteration 59Q: 3 clusters Score -3.987874e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283074 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -39878692.000000 Penalty: 6231.504395
	Iteration 60F: 3 clusters Score -3.987869e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283080 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -39878688.000000 Penalty: 6231.504395
	Iteration 61Q: 3 clusters Score -3.987869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283093 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -39878696.000000 Penalty: 6231.504395
	Iteration 62Q: 3 clusters Score -3.98787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283100 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -39878672.000000 Penalty: 6231.504395
	Iteration 63Q: 3 clusters Score -3.987867e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283106 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -39878664.000000 Penalty: 6231.504395
	Iteration 64Q: 3 clusters Score -3.987866e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283116 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -39878640.000000 Penalty: 6231.504395
	Iteration 65Q: 3 clusters Score -3.987864e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283123 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -39878624.000000 Penalty: 6231.504395
	Iteration 66Q: 3 clusters Score -3.987862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283128 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -39878636.000000 Penalty: 6231.504395
	Iteration 67Q: 3 clusters Score -3.987864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283133 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -39878660.000000 Penalty: 6231.504395
	Iteration 68Q: 3 clusters Score -3.987866e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283142 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -39878660.000000 Penalty: 6231.504395
	Iteration 69Q: 3 clusters Score -3.987866e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283154 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -39878628.000000 Penalty: 6231.504395
	Iteration 70Q: 3 clusters Score -3.987863e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283164 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -39878624.000000 Penalty: 6231.504395
	Iteration 71Q: 3 clusters Score -3.987862e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283176 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -39878612.000000 Penalty: 6231.504395
	Iteration 72Q: 3 clusters Score -3.987861e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283187 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -39878572.000000 Penalty: 6231.504395
	Iteration 73Q: 3 clusters Score -3.987857e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283192 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -39878580.000000 Penalty: 6231.504395
	Iteration 74Q: 3 clusters Score -3.987858e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283199 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -39878588.000000 Penalty: 6231.504395
	Iteration 75Q: 3 clusters Score -3.987859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283201 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -39878592.000000 Penalty: 6231.504395
	Iteration 76Q: 3 clusters Score -3.987859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283205 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -39878576.000000 Penalty: 6231.504395
	Iteration 77Q: 3 clusters Score -3.987858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283207 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -39878568.000000 Penalty: 6231.504395
	Iteration 78Q: 3 clusters Score -3.987857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283207 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -39878588.000000 Penalty: 6231.504395
	Iteration 79Q: 3 clusters Score -3.987859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283207 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -39878588.000000 Penalty: 6231.504395
	Iteration 80F: 3 clusters Score -3.987859e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 172682 members 
Mstep: Class 3 contains 35029 members 
Mstep: Class 4 contains 8510 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52468 members 
Mstep: Class 7 contains 66573 members 
Mstep: Class 8 contains 73485 members 
Mstep: Class 9 contains 283207 members 
Mstep: Class 10 contains 29194 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15568 members 
Mstep: Class 13 contains 42012 members 
Mstep: Class 14 contains 12031 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20488 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20522 members 
Mstep: Class 19 contains 14968 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 20333 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Mstep: Class 31 contains 2727 members 
Entering Unmasked Estep 
Score: -122219424.000000 Penalty: 105461.679688
Splitting cluster 9 changes total score from -122220112.000000 to -122219424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (29194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Entering Unmasked Estep 
Score: -3939387.000000 Penalty: 2549.866211
	Iteration 0F: 2 clusters Score -3939387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -3919393.000000 Penalty: 5099.732422
	Iteration 0F: 3 clusters Score -3919393 nChanged 13157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -3926558.750000 Penalty: 5099.732422
	Iteration 1F: 3 clusters Score -3926559 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -3927127.750000 Penalty: 5099.732422
	Iteration 2F: 3 clusters Score -3927128 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -3927709.750000 Penalty: 5099.732422
	Iteration 3Q: 3 clusters Score -3927710 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -3928444.500000 Penalty: 5099.732422
	Iteration 4F: 3 clusters Score -3928444 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -3929445.750000 Penalty: 5099.732422
	Iteration 5F: 3 clusters Score -3929446 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -3930674.000000 Penalty: 5099.732422
	Iteration 6F: 3 clusters Score -3930674 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -3932007.500000 Penalty: 5099.732422
	Iteration 7F: 3 clusters Score -3932008 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3933272.750000 Penalty: 5099.732422
	Iteration 8F: 3 clusters Score -3933273 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3934309.250000 Penalty: 5099.732422
	Iteration 9F: 3 clusters Score -3934309 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -3935132.000000 Penalty: 5099.732422
	Iteration 10Q: 3 clusters Score -3935132 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -3935730.000000 Penalty: 5099.732422
	Iteration 11Q: 3 clusters Score -3935730 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 26947 members 
Entering Unmasked Estep 
Score: -3936188.500000 Penalty: 5099.732422
	Iteration 12Q: 3 clusters Score -3936188 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -3936516.250000 Penalty: 5099.732422
	Iteration 13Q: 3 clusters Score -3936516 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -3936767.000000 Penalty: 5099.732422
	Iteration 14Q: 3 clusters Score -3936767 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -3936930.750000 Penalty: 5099.732422
	Iteration 15Q: 3 clusters Score -3936931 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3937044.750000 Penalty: 5099.732422
	Iteration 16Q: 3 clusters Score -3937045 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3937127.750000 Penalty: 5099.732422
	Iteration 17Q: 3 clusters Score -3937128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -3937180.750000 Penalty: 5099.732422
	Iteration 18Q: 3 clusters Score -3937181 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3937213.500000 Penalty: 5099.732422
	Iteration 19Q: 3 clusters Score -3937214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3937252.500000 Penalty: 5099.732422
	Iteration 20F: 3 clusters Score -3937252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -3937283.750000 Penalty: 5099.732422
	Iteration 21Q: 3 clusters Score -3937284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3937293.750000 Penalty: 5099.732422
	Iteration 22Q: 3 clusters Score -3937294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -3937317.000000 Penalty: 5099.732422
	Iteration 23Q: 3 clusters Score -3937317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -3937321.000000 Penalty: 5099.732422
	Iteration 24Q: 3 clusters Score -3937321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -3937329.250000 Penalty: 5099.732422
	Iteration 25Q: 3 clusters Score -3937329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3937336.500000 Penalty: 5099.732422
	Iteration 26Q: 3 clusters Score -3937336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -3937352.250000 Penalty: 5099.732422
	Iteration 27Q: 3 clusters Score -3937352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3937362.500000 Penalty: 5099.732422
	Iteration 28Q: 3 clusters Score -3937362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -3937372.000000 Penalty: 5099.732422
	Iteration 29Q: 3 clusters Score -3937372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3937380.250000 Penalty: 5099.732422
	Iteration 30Q: 3 clusters Score -3937380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -3937387.500000 Penalty: 5099.732422
	Iteration 31Q: 3 clusters Score -3937388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -3937388.750000 Penalty: 5099.732422
	Iteration 32Q: 3 clusters Score -3937389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -3937394.750000 Penalty: 5099.732422
	Iteration 33Q: 3 clusters Score -3937395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -3937390.750000 Penalty: 5099.732422
	Iteration 34Q: 3 clusters Score -3937391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -3937394.000000 Penalty: 5099.732422
	Iteration 35Q: 3 clusters Score -3937394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28593 members 
Entering Unmasked Estep 
Score: -3937394.000000 Penalty: 5099.732422
	Iteration 36F: 3 clusters Score -3937394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -31429.355469 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -31429.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30247.812500 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -30247.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30396.931641 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -30396.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30456.734375 Penalty: 2776.817383
	Iteration 2F: 3 clusters Score -30456.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30526.304688 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -30526.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30595.431641 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -30595.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -30609.750000 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -30609.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30656.777344 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -30656.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30675.548828 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -30675.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -30695.283203 Penalty: 2776.817383
	Iteration 8Q: 3 clusters Score -30695.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -30717.355469 Penalty: 2776.817383
	Iteration 9Q: 3 clusters Score -30717.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -30723.496094 Penalty: 2776.817383
	Iteration 10Q: 3 clusters Score -30723.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -30723.496094 Penalty: 2776.817383
	Iteration 11F: 3 clusters Score -30723.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Entering Unmasked Estep 
Score: -2179376.500000 Penalty: 2393.937256
	Iteration 0F: 2 clusters Score -2179376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2168013.750000 Penalty: 4787.874512
	Iteration 0F: 3 clusters Score -2168014 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -2171534.750000 Penalty: 4787.874512
	Iteration 1F: 3 clusters Score -2171535 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2171847.000000 Penalty: 4787.874512
	Iteration 2F: 3 clusters Score -2171847 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2172076.250000 Penalty: 4787.874512
	Iteration 3Q: 3 clusters Score -2172076 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -2172235.750000 Penalty: 4787.874512
	Iteration 4Q: 3 clusters Score -2172236 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2172384.000000 Penalty: 4787.874512
	Iteration 5Q: 3 clusters Score -2172384 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2172533.000000 Penalty: 4787.874512
	Iteration 6Q: 3 clusters Score -2172533 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -2172686.250000 Penalty: 4787.874512
	Iteration 7Q: 3 clusters Score -2172686 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2172859.250000 Penalty: 4787.874512
	Iteration 8Q: 3 clusters Score -2172859 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2173090.750000 Penalty: 4787.874512
	Iteration 9Q: 3 clusters Score -2173091 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2173401.750000 Penalty: 4787.874512
	Iteration 10Q: 3 clusters Score -2173402 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2173787.750000 Penalty: 4787.874512
	Iteration 11Q: 3 clusters Score -2173788 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2174301.500000 Penalty: 4787.874512
	Iteration 12Q: 3 clusters Score -2174302 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2174932.000000 Penalty: 4787.874512
	Iteration 13F: 3 clusters Score -2174932 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2175601.000000 Penalty: 4787.874512
	Iteration 14F: 3 clusters Score -2175601 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2176168.000000 Penalty: 4787.874512
	Iteration 15Q: 3 clusters Score -2176168 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2176560.000000 Penalty: 4787.874512
	Iteration 16Q: 3 clusters Score -2176560 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2176820.250000 Penalty: 4787.874512
	Iteration 17Q: 3 clusters Score -2176820 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2176990.000000 Penalty: 4787.874512
	Iteration 18Q: 3 clusters Score -2176990 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14993 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2177095.250000 Penalty: 4787.874512
	Iteration 19Q: 3 clusters Score -2177095 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2177161.500000 Penalty: 4787.874512
	Iteration 20F: 3 clusters Score -2177162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2177216.750000 Penalty: 4787.874512
	Iteration 21Q: 3 clusters Score -2177217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2177257.000000 Penalty: 4787.874512
	Iteration 22Q: 3 clusters Score -2177257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2177277.250000 Penalty: 4787.874512
	Iteration 23Q: 3 clusters Score -2177277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2177292.250000 Penalty: 4787.874512
	Iteration 24Q: 3 clusters Score -2177292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2177304.500000 Penalty: 4787.874512
	Iteration 25Q: 3 clusters Score -2177304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2177309.750000 Penalty: 4787.874512
	Iteration 26Q: 3 clusters Score -2177310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2177314.500000 Penalty: 4787.874512
	Iteration 27Q: 3 clusters Score -2177314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2177314.250000 Penalty: 4787.874512
	Iteration 28Q: 3 clusters Score -2177314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2177314.000000 Penalty: 4787.874512
	Iteration 29Q: 3 clusters Score -2177314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2177318.250000 Penalty: 4787.874512
	Iteration 30Q: 3 clusters Score -2177318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2177322.750000 Penalty: 4787.874512
	Iteration 31Q: 3 clusters Score -2177323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2177327.750000 Penalty: 4787.874512
	Iteration 32Q: 3 clusters Score -2177328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2177329.250000 Penalty: 4787.874512
	Iteration 33Q: 3 clusters Score -2177329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2177335.000000 Penalty: 4787.874512
	Iteration 34Q: 3 clusters Score -2177335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2177340.750000 Penalty: 4787.874512
	Iteration 35Q: 3 clusters Score -2177341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2177339.750000 Penalty: 4787.874512
	Iteration 36Q: 3 clusters Score -2177340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2177341.750000 Penalty: 4787.874512
	Iteration 37Q: 3 clusters Score -2177342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2177341.750000 Penalty: 4787.874512
	Iteration 38F: 3 clusters Score -2177342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Entering Unmasked Estep 
Score: -5620947.000000 Penalty: 2640.136230
	Iteration 0F: 2 clusters Score -5620947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -5592669.500000 Penalty: 5280.272461
	Iteration 0F: 3 clusters Score -5592670 nChanged 19149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -5603369.000000 Penalty: 5280.272461
	Iteration 1F: 3 clusters Score -5603369 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -5604216.500000 Penalty: 5280.272461
	Iteration 2Q: 3 clusters Score -5604216 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -5605231.500000 Penalty: 5280.272461
	Iteration 3Q: 3 clusters Score -5605232 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -5606491.500000 Penalty: 5280.272461
	Iteration 4F: 3 clusters Score -5606492 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26415 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -5607937.000000 Penalty: 5280.272461
	Iteration 5F: 3 clusters Score -5607937 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -5609269.500000 Penalty: 5280.272461
	Iteration 6F: 3 clusters Score -5609270 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -5610519.000000 Penalty: 5280.272461
	Iteration 7Q: 3 clusters Score -5610519 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -5611752.500000 Penalty: 5280.272461
	Iteration 8Q: 3 clusters Score -5611752 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -5612906.000000 Penalty: 5280.272461
	Iteration 9Q: 3 clusters Score -5612906 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -5614053.000000 Penalty: 5280.272461
	Iteration 10Q: 3 clusters Score -5614053 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -5615058.000000 Penalty: 5280.272461
	Iteration 11Q: 3 clusters Score -5615058 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -5616018.000000 Penalty: 5280.272461
	Iteration 12Q: 3 clusters Score -5616018 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -5616821.000000 Penalty: 5280.272461
	Iteration 13Q: 3 clusters Score -5616821 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -5617396.500000 Penalty: 5280.272461
	Iteration 14Q: 3 clusters Score -5617396 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -5617779.000000 Penalty: 5280.272461
	Iteration 15Q: 3 clusters Score -5617779 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5618025.500000 Penalty: 5280.272461
	Iteration 16Q: 3 clusters Score -5618026 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -5618170.500000 Penalty: 5280.272461
	Iteration 17Q: 3 clusters Score -5618170 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -5618269.500000 Penalty: 5280.272461
	Iteration 18Q: 3 clusters Score -5618270 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -5618340.000000 Penalty: 5280.272461
	Iteration 19Q: 3 clusters Score -5618340 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5618427.500000 Penalty: 5280.272461
	Iteration 20F: 3 clusters Score -5618428 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -5618475.000000 Penalty: 5280.272461
	Iteration 21Q: 3 clusters Score -5618475 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -5618542.500000 Penalty: 5280.272461
	Iteration 22Q: 3 clusters Score -5618542 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -5618583.000000 Penalty: 5280.272461
	Iteration 23Q: 3 clusters Score -5618583 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5618602.500000 Penalty: 5280.272461
	Iteration 24Q: 3 clusters Score -5618602 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -5618621.500000 Penalty: 5280.272461
	Iteration 25Q: 3 clusters Score -5618622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5618630.000000 Penalty: 5280.272461
	Iteration 26Q: 3 clusters Score -5618630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5618647.000000 Penalty: 5280.272461
	Iteration 27Q: 3 clusters Score -5618647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -5618650.500000 Penalty: 5280.272461
	Iteration 28Q: 3 clusters Score -5618650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -5618661.500000 Penalty: 5280.272461
	Iteration 29Q: 3 clusters Score -5618662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5618675.500000 Penalty: 5280.272461
	Iteration 30Q: 3 clusters Score -5618676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5618675.500000 Penalty: 5280.272461
	Iteration 31Q: 3 clusters Score -5618676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5618701.500000 Penalty: 5280.272461
	Iteration 32Q: 3 clusters Score -5618702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -5618708.500000 Penalty: 5280.272461
	Iteration 33Q: 3 clusters Score -5618708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -5618711.500000 Penalty: 5280.272461
	Iteration 34Q: 3 clusters Score -5618712 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -5618725.500000 Penalty: 5280.272461
	Iteration 35Q: 3 clusters Score -5618726 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -5618729.500000 Penalty: 5280.272461
	Iteration 36Q: 3 clusters Score -5618730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5618753.000000 Penalty: 5280.272461
	Iteration 37Q: 3 clusters Score -5618753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5618757.000000 Penalty: 5280.272461
	Iteration 38Q: 3 clusters Score -5618757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5618767.500000 Penalty: 5280.272461
	Iteration 39Q: 3 clusters Score -5618768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5618762.500000 Penalty: 5280.272461
	Iteration 40F: 3 clusters Score -5618762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5618768.000000 Penalty: 5280.272461
	Iteration 41Q: 3 clusters Score -5618768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5618768.000000 Penalty: 5280.272461
	Iteration 42Q: 3 clusters Score -5618768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41106 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5618767.500000 Penalty: 5280.272461
	Iteration 43Q: 3 clusters Score -5618768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5618772.000000 Penalty: 5280.272461
	Iteration 44Q: 3 clusters Score -5618772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5618769.000000 Penalty: 5280.272461
	Iteration 45Q: 3 clusters Score -5618769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -5618770.000000 Penalty: 5280.272461
	Iteration 46Q: 3 clusters Score -5618770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5618772.000000 Penalty: 5280.272461
	Iteration 47Q: 3 clusters Score -5618772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5618773.500000 Penalty: 5280.272461
	Iteration 48Q: 3 clusters Score -5618774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5618774.500000 Penalty: 5280.272461
	Iteration 49Q: 3 clusters Score -5618774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5618774.500000 Penalty: 5280.272461
	Iteration 50Q: 3 clusters Score -5618774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5618771.500000 Penalty: 5280.272461
	Iteration 51Q: 3 clusters Score -5618772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5618771.000000 Penalty: 5280.272461
	Iteration 52Q: 3 clusters Score -5618771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5618779.500000 Penalty: 5280.272461
	Iteration 53Q: 3 clusters Score -5618780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5618775.500000 Penalty: 5280.272461
	Iteration 54Q: 3 clusters Score -5618776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5618780.500000 Penalty: 5280.272461
	Iteration 55Q: 3 clusters Score -5618780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5618777.500000 Penalty: 5280.272461
	Iteration 56Q: 3 clusters Score -5618778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5618777.500000 Penalty: 5280.272461
	Iteration 57F: 3 clusters Score -5618778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (12031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Entering Unmasked Estep 
Score: -1504257.375000 Penalty: 2330.020020
	Iteration 0F: 2 clusters Score -1504257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1495273.125000 Penalty: 4660.040039
	Iteration 0F: 3 clusters Score -1495273 nChanged 5061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1497938.875000 Penalty: 4660.040039
	Iteration 1F: 3 clusters Score -1497939 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1498270.875000 Penalty: 4660.040039
	Iteration 2F: 3 clusters Score -1498271 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1498497.000000 Penalty: 4660.040039
	Iteration 3Q: 3 clusters Score -1498497 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1498672.625000 Penalty: 4660.040039
	Iteration 4Q: 3 clusters Score -1498673 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1498817.875000 Penalty: 4660.040039
	Iteration 5Q: 3 clusters Score -1498818 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1498962.375000 Penalty: 4660.040039
	Iteration 6Q: 3 clusters Score -1498962 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1499123.250000 Penalty: 4660.040039
	Iteration 7Q: 3 clusters Score -1499123 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1499295.625000 Penalty: 4660.040039
	Iteration 8Q: 3 clusters Score -1499296 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1499465.250000 Penalty: 4660.040039
	Iteration 9Q: 3 clusters Score -1499465 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1499645.375000 Penalty: 4660.040039
	Iteration 10Q: 3 clusters Score -1499645 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1499828.750000 Penalty: 4660.040039
	Iteration 11Q: 3 clusters Score -1499829 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1500049.750000 Penalty: 4660.040039
	Iteration 12Q: 3 clusters Score -1500050 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1500269.375000 Penalty: 4660.040039
	Iteration 13Q: 3 clusters Score -1500269 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1500493.000000 Penalty: 4660.040039
	Iteration 14Q: 3 clusters Score -1500493 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1500714.375000 Penalty: 4660.040039
	Iteration 15Q: 3 clusters Score -1500714 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1500921.375000 Penalty: 4660.040039
	Iteration 16Q: 3 clusters Score -1500921 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1501103.625000 Penalty: 4660.040039
	Iteration 17Q: 3 clusters Score -1501104 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1501259.000000 Penalty: 4660.040039
	Iteration 18Q: 3 clusters Score -1501259 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1501389.125000 Penalty: 4660.040039
	Iteration 19Q: 3 clusters Score -1501389 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1501516.500000 Penalty: 4660.040039
	Iteration 20F: 3 clusters Score -1501516 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1501636.000000 Penalty: 4660.040039
	Iteration 21Q: 3 clusters Score -1501636 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1501741.875000 Penalty: 4660.040039
	Iteration 22Q: 3 clusters Score -1501742 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1501811.500000 Penalty: 4660.040039
	Iteration 23Q: 3 clusters Score -1501812 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1501872.875000 Penalty: 4660.040039
	Iteration 24Q: 3 clusters Score -1501873 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1501923.375000 Penalty: 4660.040039
	Iteration 25Q: 3 clusters Score -1501923 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -1501978.250000 Penalty: 4660.040039
	Iteration 26Q: 3 clusters Score -1501978 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1502015.250000 Penalty: 4660.040039
	Iteration 27Q: 3 clusters Score -1502015 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1502066.125000 Penalty: 4660.040039
	Iteration 28Q: 3 clusters Score -1502066 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1502092.125000 Penalty: 4660.040039
	Iteration 29Q: 3 clusters Score -1502092 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -1502125.375000 Penalty: 4660.040039
	Iteration 30Q: 3 clusters Score -1502125 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1502149.750000 Penalty: 4660.040039
	Iteration 31Q: 3 clusters Score -1502150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1502164.250000 Penalty: 4660.040039
	Iteration 32Q: 3 clusters Score -1502164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1502179.500000 Penalty: 4660.040039
	Iteration 33Q: 3 clusters Score -1502180 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1502190.375000 Penalty: 4660.040039
	Iteration 34Q: 3 clusters Score -1502190 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1502204.000000 Penalty: 4660.040039
	Iteration 35Q: 3 clusters Score -1502204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1502217.250000 Penalty: 4660.040039
	Iteration 36Q: 3 clusters Score -1502217 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1502225.875000 Penalty: 4660.040039
	Iteration 37Q: 3 clusters Score -1502226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1502244.000000 Penalty: 4660.040039
	Iteration 38Q: 3 clusters Score -1502244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1502256.375000 Penalty: 4660.040039
	Iteration 39Q: 3 clusters Score -1502256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1502265.375000 Penalty: 4660.040039
	Iteration 40F: 3 clusters Score -1502265 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1502266.250000 Penalty: 4660.040039
	Iteration 41Q: 3 clusters Score -1502266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1502268.500000 Penalty: 4660.040039
	Iteration 42Q: 3 clusters Score -1502268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1502274.750000 Penalty: 4660.040039
	Iteration 43Q: 3 clusters Score -1502275 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1502276.625000 Penalty: 4660.040039
	Iteration 44Q: 3 clusters Score -1502277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1502281.125000 Penalty: 4660.040039
	Iteration 45Q: 3 clusters Score -1502281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1502284.000000 Penalty: 4660.040039
	Iteration 46Q: 3 clusters Score -1502284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1502289.625000 Penalty: 4660.040039
	Iteration 47Q: 3 clusters Score -1502290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1502292.000000 Penalty: 4660.040039
	Iteration 48Q: 3 clusters Score -1502292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1502299.500000 Penalty: 4660.040039
	Iteration 49Q: 3 clusters Score -1502300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1502306.875000 Penalty: 4660.040039
	Iteration 50Q: 3 clusters Score -1502307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1502313.375000 Penalty: 4660.040039
	Iteration 51Q: 3 clusters Score -1502313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1502320.875000 Penalty: 4660.040039
	Iteration 52Q: 3 clusters Score -1502321 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -1502326.375000 Penalty: 4660.040039
	Iteration 53Q: 3 clusters Score -1502326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1502336.625000 Penalty: 4660.040039
	Iteration 54Q: 3 clusters Score -1502337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1502342.375000 Penalty: 4660.040039
	Iteration 55Q: 3 clusters Score -1502342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1502347.625000 Penalty: 4660.040039
	Iteration 56Q: 3 clusters Score -1502348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1502354.750000 Penalty: 4660.040039
	Iteration 57Q: 3 clusters Score -1502355 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1502363.625000 Penalty: 4660.040039
	Iteration 58Q: 3 clusters Score -1502364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1502363.000000 Penalty: 4660.040039
	Iteration 59Q: 3 clusters Score -1502363 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1502367.750000 Penalty: 4660.040039
	Iteration 60F: 3 clusters Score -1502368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1502369.375000 Penalty: 4660.040039
	Iteration 61Q: 3 clusters Score -1502369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1502371.750000 Penalty: 4660.040039
	Iteration 62Q: 3 clusters Score -1502372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1502371.750000 Penalty: 4660.040039
	Iteration 63F: 3 clusters Score -1502372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -23167.775391 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -23167.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22063.917969 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -22063.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -22156.273438 Penalty: 2612.857666
	Iteration 1F: 3 clusters Score -22156.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -22245.648438 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -22245.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -22253.808594 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -22253.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22258.533203 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -22258.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22258.533203 Penalty: 2612.857666
	Iteration 5F: 3 clusters Score -22258.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -2846840.500000 Penalty: 2462.043457
	Iteration 0F: 2 clusters Score -2846840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2832535.750000 Penalty: 4924.086914
	Iteration 0F: 3 clusters Score -2832536 nChanged 9063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2837250.750000 Penalty: 4924.086914
	Iteration 1F: 3 clusters Score -2837251 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2837679.750000 Penalty: 4924.086914
	Iteration 2F: 3 clusters Score -2837680 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2838020.750000 Penalty: 4924.086914
	Iteration 3Q: 3 clusters Score -2838021 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2838322.500000 Penalty: 4924.086914
	Iteration 4Q: 3 clusters Score -2838322 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2838555.750000 Penalty: 4924.086914
	Iteration 5Q: 3 clusters Score -2838556 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2838773.000000 Penalty: 4924.086914
	Iteration 6Q: 3 clusters Score -2838773 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2838959.250000 Penalty: 4924.086914
	Iteration 7Q: 3 clusters Score -2838959 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2839142.250000 Penalty: 4924.086914
	Iteration 8Q: 3 clusters Score -2839142 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2839314.000000 Penalty: 4924.086914
	Iteration 9Q: 3 clusters Score -2839314 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2839462.750000 Penalty: 4924.086914
	Iteration 10Q: 3 clusters Score -2839463 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2839616.000000 Penalty: 4924.086914
	Iteration 11Q: 3 clusters Score -2839616 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2839799.500000 Penalty: 4924.086914
	Iteration 12Q: 3 clusters Score -2839800 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2840060.000000 Penalty: 4924.086914
	Iteration 13Q: 3 clusters Score -2840060 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -2840338.000000 Penalty: 4924.086914
	Iteration 14Q: 3 clusters Score -2840338 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2840719.000000 Penalty: 4924.086914
	Iteration 15Q: 3 clusters Score -2840719 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -2841198.750000 Penalty: 4924.086914
	Iteration 16Q: 3 clusters Score -2841199 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2841608.500000 Penalty: 4924.086914
	Iteration 17Q: 3 clusters Score -2841608 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2841918.000000 Penalty: 4924.086914
	Iteration 18Q: 3 clusters Score -2841918 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -2842079.000000 Penalty: 4924.086914
	Iteration 19Q: 3 clusters Score -2842079 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2842180.000000 Penalty: 4924.086914
	Iteration 20F: 3 clusters Score -2842180 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2842281.250000 Penalty: 4924.086914
	Iteration 21Q: 3 clusters Score -2842281 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2842362.000000 Penalty: 4924.086914
	Iteration 22Q: 3 clusters Score -2842362 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -2842436.750000 Penalty: 4924.086914
	Iteration 23Q: 3 clusters Score -2842437 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -2842511.750000 Penalty: 4924.086914
	Iteration 24Q: 3 clusters Score -2842512 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2842599.250000 Penalty: 4924.086914
	Iteration 25Q: 3 clusters Score -2842599 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2842679.000000 Penalty: 4924.086914
	Iteration 26Q: 3 clusters Score -2842679 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2842752.750000 Penalty: 4924.086914
	Iteration 27Q: 3 clusters Score -2842753 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -2842820.000000 Penalty: 4924.086914
	Iteration 28Q: 3 clusters Score -2842820 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2842903.000000 Penalty: 4924.086914
	Iteration 29Q: 3 clusters Score -2842903 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -2842986.000000 Penalty: 4924.086914
	Iteration 30Q: 3 clusters Score -2842986 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2843049.000000 Penalty: 4924.086914
	Iteration 31Q: 3 clusters Score -2843049 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2843118.250000 Penalty: 4924.086914
	Iteration 32Q: 3 clusters Score -2843118 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -2843182.000000 Penalty: 4924.086914
	Iteration 33Q: 3 clusters Score -2843182 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -2843270.750000 Penalty: 4924.086914
	Iteration 34Q: 3 clusters Score -2843271 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -2843355.000000 Penalty: 4924.086914
	Iteration 35Q: 3 clusters Score -2843355 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2843425.250000 Penalty: 4924.086914
	Iteration 36Q: 3 clusters Score -2843425 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2843499.250000 Penalty: 4924.086914
	Iteration 37Q: 3 clusters Score -2843499 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2843585.000000 Penalty: 4924.086914
	Iteration 38Q: 3 clusters Score -2843585 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2843645.500000 Penalty: 4924.086914
	Iteration 39Q: 3 clusters Score -2843646 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2843721.500000 Penalty: 4924.086914
	Iteration 40F: 3 clusters Score -2843722 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2843785.750000 Penalty: 4924.086914
	Iteration 41Q: 3 clusters Score -2843786 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2843845.750000 Penalty: 4924.086914
	Iteration 42Q: 3 clusters Score -2843846 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2843894.750000 Penalty: 4924.086914
	Iteration 43Q: 3 clusters Score -2843895 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2843943.000000 Penalty: 4924.086914
	Iteration 44Q: 3 clusters Score -2843943 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2843997.000000 Penalty: 4924.086914
	Iteration 45Q: 3 clusters Score -2843997 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2844041.500000 Penalty: 4924.086914
	Iteration 46Q: 3 clusters Score -2844042 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -2844090.750000 Penalty: 4924.086914
	Iteration 47Q: 3 clusters Score -2844091 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2844142.000000 Penalty: 4924.086914
	Iteration 48Q: 3 clusters Score -2844142 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2844183.250000 Penalty: 4924.086914
	Iteration 49Q: 3 clusters Score -2844183 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2844236.000000 Penalty: 4924.086914
	Iteration 50Q: 3 clusters Score -2844236 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2844289.750000 Penalty: 4924.086914
	Iteration 51Q: 3 clusters Score -2844290 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2844331.000000 Penalty: 4924.086914
	Iteration 52Q: 3 clusters Score -2844331 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2844370.250000 Penalty: 4924.086914
	Iteration 53Q: 3 clusters Score -2844370 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2844395.000000 Penalty: 4924.086914
	Iteration 54Q: 3 clusters Score -2844395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2844423.250000 Penalty: 4924.086914
	Iteration 55Q: 3 clusters Score -2844423 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2844442.750000 Penalty: 4924.086914
	Iteration 56Q: 3 clusters Score -2844443 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2844467.750000 Penalty: 4924.086914
	Iteration 57Q: 3 clusters Score -2844468 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2844498.500000 Penalty: 4924.086914
	Iteration 58Q: 3 clusters Score -2844498 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2844542.250000 Penalty: 4924.086914
	Iteration 59Q: 3 clusters Score -2844542 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2844563.000000 Penalty: 4924.086914
	Iteration 60F: 3 clusters Score -2844563 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2844582.250000 Penalty: 4924.086914
	Iteration 61Q: 3 clusters Score -2844582 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2844609.500000 Penalty: 4924.086914
	Iteration 62Q: 3 clusters Score -2844610 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2844620.000000 Penalty: 4924.086914
	Iteration 63Q: 3 clusters Score -2844620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2844638.250000 Penalty: 4924.086914
	Iteration 64Q: 3 clusters Score -2844638 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2844655.250000 Penalty: 4924.086914
	Iteration 65Q: 3 clusters Score -2844655 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -2844663.500000 Penalty: 4924.086914
	Iteration 66Q: 3 clusters Score -2844664 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2844669.000000 Penalty: 4924.086914
	Iteration 67Q: 3 clusters Score -2844669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -2844673.750000 Penalty: 4924.086914
	Iteration 68Q: 3 clusters Score -2844674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -2844680.500000 Penalty: 4924.086914
	Iteration 69Q: 3 clusters Score -2844680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -2844687.750000 Penalty: 4924.086914
	Iteration 70Q: 3 clusters Score -2844688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -2844705.750000 Penalty: 4924.086914
	Iteration 71Q: 3 clusters Score -2844706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2844710.750000 Penalty: 4924.086914
	Iteration 72Q: 3 clusters Score -2844711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2844715.750000 Penalty: 4924.086914
	Iteration 73Q: 3 clusters Score -2844716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -2844718.750000 Penalty: 4924.086914
	Iteration 74Q: 3 clusters Score -2844719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2844720.000000 Penalty: 4924.086914
	Iteration 75Q: 3 clusters Score -2844720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -2844727.250000 Penalty: 4924.086914
	Iteration 76Q: 3 clusters Score -2844727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2844726.750000 Penalty: 4924.086914
	Iteration 77Q: 3 clusters Score -2844727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2844731.750000 Penalty: 4924.086914
	Iteration 78Q: 3 clusters Score -2844732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2844736.000000 Penalty: 4924.086914
	Iteration 79Q: 3 clusters Score -2844736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -2844743.250000 Penalty: 4924.086914
	Iteration 80F: 3 clusters Score -2844743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2844745.500000 Penalty: 4924.086914
	Iteration 81Q: 3 clusters Score -2844746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2844744.000000 Penalty: 4924.086914
	Iteration 82Q: 3 clusters Score -2844744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -2844743.000000 Penalty: 4924.086914
	Iteration 83Q: 3 clusters Score -2844743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2844747.250000 Penalty: 4924.086914
	Iteration 84Q: 3 clusters Score -2844747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2844743.750000 Penalty: 4924.086914
	Iteration 85Q: 3 clusters Score -2844744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2844747.750000 Penalty: 4924.086914
	Iteration 86Q: 3 clusters Score -2844748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2844749.000000 Penalty: 4924.086914
	Iteration 87Q: 3 clusters Score -2844749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2844751.500000 Penalty: 4924.086914
	Iteration 88Q: 3 clusters Score -2844752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2844752.250000 Penalty: 4924.086914
	Iteration 89Q: 3 clusters Score -2844752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2844758.250000 Penalty: 4924.086914
	Iteration 90Q: 3 clusters Score -2844758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2844757.750000 Penalty: 4924.086914
	Iteration 91Q: 3 clusters Score -2844758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2844753.250000 Penalty: 4924.086914
	Iteration 92Q: 3 clusters Score -2844753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -2844756.500000 Penalty: 4924.086914
	Iteration 93Q: 3 clusters Score -2844756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2844757.000000 Penalty: 4924.086914
	Iteration 94Q: 3 clusters Score -2844757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -2844759.750000 Penalty: 4924.086914
	Iteration 95Q: 3 clusters Score -2844760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2844758.500000 Penalty: 4924.086914
	Iteration 96Q: 3 clusters Score -2844758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2844756.500000 Penalty: 4924.086914
	Iteration 97Q: 3 clusters Score -2844756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2844761.500000 Penalty: 4924.086914
	Iteration 98Q: 3 clusters Score -2844762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2844763.500000 Penalty: 4924.086914
	Iteration 99Q: 3 clusters Score -2844764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2844765.250000 Penalty: 4924.086914
	Iteration 100F: 3 clusters Score -2844765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2844763.250000 Penalty: 4924.086914
	Iteration 101Q: 3 clusters Score -2844763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2844766.750000 Penalty: 4924.086914
	Iteration 102Q: 3 clusters Score -2844767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2844766.750000 Penalty: 4924.086914
	Iteration 103F: 3 clusters Score -2844767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Entering Unmasked Estep 
Score: -1071044.625000 Penalty: 2218.700928
	Iteration 0F: 2 clusters Score -1071045 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1064851.000000 Penalty: 4437.401855
	Iteration 0F: 3 clusters Score -1064851 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1066419.625000 Penalty: 4437.401855
	Iteration 1F: 3 clusters Score -1066420 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1066661.750000 Penalty: 4437.401855
	Iteration 2F: 3 clusters Score -1066662 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1066815.250000 Penalty: 4437.401855
	Iteration 3Q: 3 clusters Score -1066815 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1066916.625000 Penalty: 4437.401855
	Iteration 4Q: 3 clusters Score -1066917 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1067001.500000 Penalty: 4437.401855
	Iteration 5Q: 3 clusters Score -1067002 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -1067085.375000 Penalty: 4437.401855
	Iteration 6Q: 3 clusters Score -1067085 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1067156.000000 Penalty: 4437.401855
	Iteration 7Q: 3 clusters Score -1067156 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1067232.375000 Penalty: 4437.401855
	Iteration 8Q: 3 clusters Score -1067232 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1067311.000000 Penalty: 4437.401855
	Iteration 9Q: 3 clusters Score -1067311 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1067395.000000 Penalty: 4437.401855
	Iteration 10Q: 3 clusters Score -1067395 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1067475.750000 Penalty: 4437.401855
	Iteration 11Q: 3 clusters Score -1067476 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1067584.875000 Penalty: 4437.401855
	Iteration 12Q: 3 clusters Score -1067585 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1067709.000000 Penalty: 4437.401855
	Iteration 13Q: 3 clusters Score -1067709 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1067870.375000 Penalty: 4437.401855
	Iteration 14Q: 3 clusters Score -1067870 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1068053.125000 Penalty: 4437.401855
	Iteration 15Q: 3 clusters Score -1068053 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1068243.250000 Penalty: 4437.401855
	Iteration 16Q: 3 clusters Score -1068243 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1068423.625000 Penalty: 4437.401855
	Iteration 17Q: 3 clusters Score -1068424 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1068564.500000 Penalty: 4437.401855
	Iteration 18Q: 3 clusters Score -1068564 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1068691.375000 Penalty: 4437.401855
	Iteration 19Q: 3 clusters Score -1068691 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1068786.125000 Penalty: 4437.401855
	Iteration 20F: 3 clusters Score -1068786 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1068863.500000 Penalty: 4437.401855
	Iteration 21Q: 3 clusters Score -1068864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1068929.375000 Penalty: 4437.401855
	Iteration 22Q: 3 clusters Score -1068929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1068982.625000 Penalty: 4437.401855
	Iteration 23Q: 3 clusters Score -1068983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1069020.250000 Penalty: 4437.401855
	Iteration 24Q: 3 clusters Score -1069020 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1069042.750000 Penalty: 4437.401855
	Iteration 25Q: 3 clusters Score -1069043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1069063.125000 Penalty: 4437.401855
	Iteration 26Q: 3 clusters Score -1069063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1069074.250000 Penalty: 4437.401855
	Iteration 27Q: 3 clusters Score -1069074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1069083.875000 Penalty: 4437.401855
	Iteration 28Q: 3 clusters Score -1069084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1069095.750000 Penalty: 4437.401855
	Iteration 29Q: 3 clusters Score -1069096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1069116.625000 Penalty: 4437.401855
	Iteration 30Q: 3 clusters Score -1069117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1069127.375000 Penalty: 4437.401855
	Iteration 31Q: 3 clusters Score -1069127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1069139.875000 Penalty: 4437.401855
	Iteration 32Q: 3 clusters Score -1069140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1069147.750000 Penalty: 4437.401855
	Iteration 33Q: 3 clusters Score -1069148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1069152.000000 Penalty: 4437.401855
	Iteration 34Q: 3 clusters Score -1069152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1069154.875000 Penalty: 4437.401855
	Iteration 35Q: 3 clusters Score -1069155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1069159.375000 Penalty: 4437.401855
	Iteration 36Q: 3 clusters Score -1069159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1069161.375000 Penalty: 4437.401855
	Iteration 37Q: 3 clusters Score -1069161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1069161.375000 Penalty: 4437.401855
	Iteration 38F: 3 clusters Score -1069161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Entering Unmasked Estep 
Score: -2818755.750000 Penalty: 2462.454590
	Iteration 0F: 2 clusters Score -2818756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2804442.250000 Penalty: 4924.909180
	Iteration 0F: 3 clusters Score -2804442 nChanged 8976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2809275.250000 Penalty: 4924.909180
	Iteration 1F: 3 clusters Score -2809275 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2809694.500000 Penalty: 4924.909180
	Iteration 2F: 3 clusters Score -2809694 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2810165.750000 Penalty: 4924.909180
	Iteration 3Q: 3 clusters Score -2810166 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -2810684.500000 Penalty: 4924.909180
	Iteration 4F: 3 clusters Score -2810684 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -2811226.000000 Penalty: 4924.909180
	Iteration 5F: 3 clusters Score -2811226 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2811772.750000 Penalty: 4924.909180
	Iteration 6F: 3 clusters Score -2811773 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2812301.000000 Penalty: 4924.909180
	Iteration 7F: 3 clusters Score -2812301 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2812710.500000 Penalty: 4924.909180
	Iteration 8Q: 3 clusters Score -2812710 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2812993.000000 Penalty: 4924.909180
	Iteration 9Q: 3 clusters Score -2812993 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2813184.250000 Penalty: 4924.909180
	Iteration 10Q: 3 clusters Score -2813184 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2813332.000000 Penalty: 4924.909180
	Iteration 11Q: 3 clusters Score -2813332 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2813419.500000 Penalty: 4924.909180
	Iteration 12Q: 3 clusters Score -2813420 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2813475.750000 Penalty: 4924.909180
	Iteration 13Q: 3 clusters Score -2813476 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2813511.500000 Penalty: 4924.909180
	Iteration 14Q: 3 clusters Score -2813512 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -2813551.750000 Penalty: 4924.909180
	Iteration 15Q: 3 clusters Score -2813552 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -2813580.250000 Penalty: 4924.909180
	Iteration 16Q: 3 clusters Score -2813580 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2813602.500000 Penalty: 4924.909180
	Iteration 17Q: 3 clusters Score -2813602 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2813605.250000 Penalty: 4924.909180
	Iteration 18Q: 3 clusters Score -2813605 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2813616.000000 Penalty: 4924.909180
	Iteration 19Q: 3 clusters Score -2813616 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2813633.750000 Penalty: 4924.909180
	Iteration 20F: 3 clusters Score -2813634 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2813644.500000 Penalty: 4924.909180
	Iteration 21Q: 3 clusters Score -2813644 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2813654.000000 Penalty: 4924.909180
	Iteration 22Q: 3 clusters Score -2813654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2813656.250000 Penalty: 4924.909180
	Iteration 23Q: 3 clusters Score -2813656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2813657.000000 Penalty: 4924.909180
	Iteration 24Q: 3 clusters Score -2813657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2813655.000000 Penalty: 4924.909180
	Iteration 25Q: 3 clusters Score -2813655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -2813659.750000 Penalty: 4924.909180
	Iteration 26Q: 3 clusters Score -2813660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -2813664.750000 Penalty: 4924.909180
	Iteration 27Q: 3 clusters Score -2813665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2813668.250000 Penalty: 4924.909180
	Iteration 28Q: 3 clusters Score -2813668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2813674.250000 Penalty: 4924.909180
	Iteration 29Q: 3 clusters Score -2813674 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2813669.750000 Penalty: 4924.909180
	Iteration 30Q: 3 clusters Score -2813670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2813675.500000 Penalty: 4924.909180
	Iteration 31Q: 3 clusters Score -2813676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2813682.500000 Penalty: 4924.909180
	Iteration 32Q: 3 clusters Score -2813682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2813681.000000 Penalty: 4924.909180
	Iteration 33Q: 3 clusters Score -2813681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2813677.750000 Penalty: 4924.909180
	Iteration 34Q: 3 clusters Score -2813678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -2813678.250000 Penalty: 4924.909180
	Iteration 35Q: 3 clusters Score -2813678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -2813686.250000 Penalty: 4924.909180
	Iteration 36Q: 3 clusters Score -2813686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2813682.750000 Penalty: 4924.909180
	Iteration 37Q: 3 clusters Score -2813683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2813683.250000 Penalty: 4924.909180
	Iteration 38Q: 3 clusters Score -2813683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2813681.500000 Penalty: 4924.909180
	Iteration 39Q: 3 clusters Score -2813682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2813687.250000 Penalty: 4924.909180
	Iteration 40F: 3 clusters Score -2813687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2813683.250000 Penalty: 4924.909180
	Iteration 41Q: 3 clusters Score -2813683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2813691.000000 Penalty: 4924.909180
	Iteration 42Q: 3 clusters Score -2813691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2813683.250000 Penalty: 4924.909180
	Iteration 43Q: 3 clusters Score -2813683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2813688.750000 Penalty: 4924.909180
	Iteration 44Q: 3 clusters Score -2813689 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2813691.000000 Penalty: 4924.909180
	Iteration 45Q: 3 clusters Score -2813691 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2813695.750000 Penalty: 4924.909180
	Iteration 46Q: 3 clusters Score -2813696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2813701.000000 Penalty: 4924.909180
	Iteration 47Q: 3 clusters Score -2813701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -2813694.500000 Penalty: 4924.909180
	Iteration 48Q: 3 clusters Score -2813694 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2813699.750000 Penalty: 4924.909180
	Iteration 49Q: 3 clusters Score -2813700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2813704.250000 Penalty: 4924.909180
	Iteration 50Q: 3 clusters Score -2813704 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -2813699.750000 Penalty: 4924.909180
	Iteration 51Q: 3 clusters Score -2813700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2813707.500000 Penalty: 4924.909180
	Iteration 52Q: 3 clusters Score -2813708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2813712.250000 Penalty: 4924.909180
	Iteration 53Q: 3 clusters Score -2813712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2813713.750000 Penalty: 4924.909180
	Iteration 54Q: 3 clusters Score -2813714 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2813711.500000 Penalty: 4924.909180
	Iteration 55Q: 3 clusters Score -2813712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2813710.750000 Penalty: 4924.909180
	Iteration 56Q: 3 clusters Score -2813711 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2813718.750000 Penalty: 4924.909180
	Iteration 57Q: 3 clusters Score -2813719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2813721.750000 Penalty: 4924.909180
	Iteration 58Q: 3 clusters Score -2813722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2813720.000000 Penalty: 4924.909180
	Iteration 59Q: 3 clusters Score -2813720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2813713.750000 Penalty: 4924.909180
	Iteration 60F: 3 clusters Score -2813714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2813708.000000 Penalty: 4924.909180
	Iteration 61Q: 3 clusters Score -2813708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2813712.500000 Penalty: 4924.909180
	Iteration 62Q: 3 clusters Score -2813712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2813707.750000 Penalty: 4924.909180
	Iteration 63Q: 3 clusters Score -2813708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2813706.500000 Penalty: 4924.909180
	Iteration 64Q: 3 clusters Score -2813706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2813708.500000 Penalty: 4924.909180
	Iteration 65Q: 3 clusters Score -2813708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2813707.500000 Penalty: 4924.909180
	Iteration 66Q: 3 clusters Score -2813708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2813707.500000 Penalty: 4924.909180
	Iteration 67F: 3 clusters Score -2813708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Entering Unmasked Estep 
Score: -2099032.000000 Penalty: 2384.189941
	Iteration 0F: 2 clusters Score -2099032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2088185.375000 Penalty: 4768.379883
	Iteration 0F: 3 clusters Score -2088185 nChanged 6478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2091664.375000 Penalty: 4768.379883
	Iteration 1F: 3 clusters Score -2091664 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -2092009.625000 Penalty: 4768.379883
	Iteration 2F: 3 clusters Score -2092010 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2092304.875000 Penalty: 4768.379883
	Iteration 3Q: 3 clusters Score -2092305 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -2092612.625000 Penalty: 4768.379883
	Iteration 4Q: 3 clusters Score -2092613 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2092956.625000 Penalty: 4768.379883
	Iteration 5Q: 3 clusters Score -2092957 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2093366.250000 Penalty: 4768.379883
	Iteration 6Q: 3 clusters Score -2093366 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2093865.000000 Penalty: 4768.379883
	Iteration 7F: 3 clusters Score -2093865 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2094437.500000 Penalty: 4768.379883
	Iteration 8F: 3 clusters Score -2094438 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2095046.500000 Penalty: 4768.379883
	Iteration 9F: 3 clusters Score -2095046 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2095637.750000 Penalty: 4768.379883
	Iteration 10Q: 3 clusters Score -2095638 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2096168.250000 Penalty: 4768.379883
	Iteration 11Q: 3 clusters Score -2096168 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2096584.625000 Penalty: 4768.379883
	Iteration 12Q: 3 clusters Score -2096585 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2096822.625000 Penalty: 4768.379883
	Iteration 13Q: 3 clusters Score -2096823 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2096948.500000 Penalty: 4768.379883
	Iteration 14Q: 3 clusters Score -2096948 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2097008.875000 Penalty: 4768.379883
	Iteration 15Q: 3 clusters Score -2097009 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2097053.500000 Penalty: 4768.379883
	Iteration 16Q: 3 clusters Score -2097054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2097080.875000 Penalty: 4768.379883
	Iteration 17Q: 3 clusters Score -2097081 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2097097.750000 Penalty: 4768.379883
	Iteration 18Q: 3 clusters Score -2097098 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2097099.875000 Penalty: 4768.379883
	Iteration 19Q: 3 clusters Score -2097100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2097114.875000 Penalty: 4768.379883
	Iteration 20F: 3 clusters Score -2097115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2097121.000000 Penalty: 4768.379883
	Iteration 21Q: 3 clusters Score -2097121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2097124.375000 Penalty: 4768.379883
	Iteration 22Q: 3 clusters Score -2097124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2097130.875000 Penalty: 4768.379883
	Iteration 23Q: 3 clusters Score -2097131 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2097142.125000 Penalty: 4768.379883
	Iteration 24Q: 3 clusters Score -2097142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -2097150.750000 Penalty: 4768.379883
	Iteration 25Q: 3 clusters Score -2097151 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2097153.250000 Penalty: 4768.379883
	Iteration 26Q: 3 clusters Score -2097153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -2097157.500000 Penalty: 4768.379883
	Iteration 27Q: 3 clusters Score -2097158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2097162.000000 Penalty: 4768.379883
	Iteration 28Q: 3 clusters Score -2097162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2097169.250000 Penalty: 4768.379883
	Iteration 29Q: 3 clusters Score -2097169 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2097176.750000 Penalty: 4768.379883
	Iteration 30Q: 3 clusters Score -2097177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2097179.500000 Penalty: 4768.379883
	Iteration 31Q: 3 clusters Score -2097180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -2097181.500000 Penalty: 4768.379883
	Iteration 32Q: 3 clusters Score -2097182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2097188.000000 Penalty: 4768.379883
	Iteration 33Q: 3 clusters Score -2097188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2097186.750000 Penalty: 4768.379883
	Iteration 34Q: 3 clusters Score -2097187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2097187.250000 Penalty: 4768.379883
	Iteration 35Q: 3 clusters Score -2097187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -2097189.500000 Penalty: 4768.379883
	Iteration 36Q: 3 clusters Score -2097190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2097192.000000 Penalty: 4768.379883
	Iteration 37Q: 3 clusters Score -2097192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2097196.250000 Penalty: 4768.379883
	Iteration 38Q: 3 clusters Score -2097196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2097195.500000 Penalty: 4768.379883
	Iteration 39Q: 3 clusters Score -2097196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2097199.750000 Penalty: 4768.379883
	Iteration 40F: 3 clusters Score -2097200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -2097200.000000 Penalty: 4768.379883
	Iteration 41Q: 3 clusters Score -2097200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2097200.500000 Penalty: 4768.379883
	Iteration 42Q: 3 clusters Score -2097200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2097200.250000 Penalty: 4768.379883
	Iteration 43Q: 3 clusters Score -2097200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2097200.250000 Penalty: 4768.379883
	Iteration 44F: 3 clusters Score -2097200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -28429.066406 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -28429.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27298.910156 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -27298.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27343.437500 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -27343.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27364.994141 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -27364.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27374.269531 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -27374.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -27374.269531 Penalty: 2684.176270
	Iteration 4F: 3 clusters Score -27374.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -154607.281250 Penalty: 1745.400757
	Iteration 0F: 2 clusters Score -154607.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -152601.546875 Penalty: 3490.801514
	Iteration 0F: 3 clusters Score -152601.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -152931.234375 Penalty: 3490.801514
	Iteration 1F: 3 clusters Score -152931.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -153027.531250 Penalty: 3490.801514
	Iteration 2F: 3 clusters Score -153027.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153082.593750 Penalty: 3490.801514
	Iteration 3Q: 3 clusters Score -153082.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -153101.343750 Penalty: 3490.801514
	Iteration 4Q: 3 clusters Score -153101.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -153109.703125 Penalty: 3490.801514
	Iteration 5Q: 3 clusters Score -153109.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -153115.234375 Penalty: 3490.801514
	Iteration 6Q: 3 clusters Score -153115.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -153121.593750 Penalty: 3490.801514
	Iteration 7Q: 3 clusters Score -153121.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -153129.468750 Penalty: 3490.801514
	Iteration 8Q: 3 clusters Score -153129.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153132.890625 Penalty: 3490.801514
	Iteration 9Q: 3 clusters Score -153132.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -153141.078125 Penalty: 3490.801514
	Iteration 10Q: 3 clusters Score -153141.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -153146.687500 Penalty: 3490.801514
	Iteration 11Q: 3 clusters Score -153146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -153149.031250 Penalty: 3490.801514
	Iteration 12Q: 3 clusters Score -153149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -153149.468750 Penalty: 3490.801514
	Iteration 13Q: 3 clusters Score -153149.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -153149.687500 Penalty: 3490.801514
	Iteration 14Q: 3 clusters Score -153149.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -153150.515625 Penalty: 3490.801514
	Iteration 15Q: 3 clusters Score -153150.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -153151.031250 Penalty: 3490.801514
	Iteration 16Q: 3 clusters Score -153151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -153152.125000 Penalty: 3490.801514
	Iteration 17Q: 3 clusters Score -153152.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -153152.125000 Penalty: 3490.801514
	Iteration 18F: 3 clusters Score -153152.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Entering Unmasked Estep 
Score: -2575135.000000 Penalty: 2460.159912
	Iteration 0F: 2 clusters Score -2575135 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2560834.000000 Penalty: 4920.319824
	Iteration 0F: 3 clusters Score -2560834 nChanged 8920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2565806.500000 Penalty: 4920.319824
	Iteration 1F: 3 clusters Score -2565806 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2566578.000000 Penalty: 4920.319824
	Iteration 2F: 3 clusters Score -2566578 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2567422.250000 Penalty: 4920.319824
	Iteration 3F: 3 clusters Score -2567422 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -2568340.250000 Penalty: 4920.319824
	Iteration 4F: 3 clusters Score -2568340 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -2569219.750000 Penalty: 4920.319824
	Iteration 5F: 3 clusters Score -2569220 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2570078.000000 Penalty: 4920.319824
	Iteration 6F: 3 clusters Score -2570078 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2571001.750000 Penalty: 4920.319824
	Iteration 7F: 3 clusters Score -2571002 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2571888.250000 Penalty: 4920.319824
	Iteration 8Q: 3 clusters Score -2571888 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -2572595.500000 Penalty: 4920.319824
	Iteration 9Q: 3 clusters Score -2572596 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -2573045.250000 Penalty: 4920.319824
	Iteration 10Q: 3 clusters Score -2573045 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -2573286.000000 Penalty: 4920.319824
	Iteration 11Q: 3 clusters Score -2573286 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2573420.750000 Penalty: 4920.319824
	Iteration 12Q: 3 clusters Score -2573421 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -2573510.750000 Penalty: 4920.319824
	Iteration 13Q: 3 clusters Score -2573511 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -2573556.250000 Penalty: 4920.319824
	Iteration 14Q: 3 clusters Score -2573556 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -2573598.500000 Penalty: 4920.319824
	Iteration 15Q: 3 clusters Score -2573598 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2573629.500000 Penalty: 4920.319824
	Iteration 16Q: 3 clusters Score -2573630 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -2573666.000000 Penalty: 4920.319824
	Iteration 17Q: 3 clusters Score -2573666 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2573667.500000 Penalty: 4920.319824
	Iteration 18Q: 3 clusters Score -2573668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2573684.250000 Penalty: 4920.319824
	Iteration 19Q: 3 clusters Score -2573684 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2573695.500000 Penalty: 4920.319824
	Iteration 20F: 3 clusters Score -2573696 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -2573701.000000 Penalty: 4920.319824
	Iteration 21Q: 3 clusters Score -2573701 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2573721.500000 Penalty: 4920.319824
	Iteration 22Q: 3 clusters Score -2573722 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -2573730.500000 Penalty: 4920.319824
	Iteration 23Q: 3 clusters Score -2573730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2573738.750000 Penalty: 4920.319824
	Iteration 24Q: 3 clusters Score -2573739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2573749.250000 Penalty: 4920.319824
	Iteration 25Q: 3 clusters Score -2573749 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2573747.500000 Penalty: 4920.319824
	Iteration 26Q: 3 clusters Score -2573748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2573752.750000 Penalty: 4920.319824
	Iteration 27Q: 3 clusters Score -2573753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2573751.750000 Penalty: 4920.319824
	Iteration 28Q: 3 clusters Score -2573752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2573766.500000 Penalty: 4920.319824
	Iteration 29Q: 3 clusters Score -2573766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -2573763.750000 Penalty: 4920.319824
	Iteration 30Q: 3 clusters Score -2573764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2573773.500000 Penalty: 4920.319824
	Iteration 31Q: 3 clusters Score -2573774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2573766.750000 Penalty: 4920.319824
	Iteration 32Q: 3 clusters Score -2573767 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2573773.500000 Penalty: 4920.319824
	Iteration 33Q: 3 clusters Score -2573774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2573774.000000 Penalty: 4920.319824
	Iteration 34Q: 3 clusters Score -2573774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -2573775.500000 Penalty: 4920.319824
	Iteration 35Q: 3 clusters Score -2573776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -2573780.000000 Penalty: 4920.319824
	Iteration 36Q: 3 clusters Score -2573780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2573781.500000 Penalty: 4920.319824
	Iteration 37Q: 3 clusters Score -2573782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2573780.500000 Penalty: 4920.319824
	Iteration 38Q: 3 clusters Score -2573780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2573782.500000 Penalty: 4920.319824
	Iteration 39Q: 3 clusters Score -2573782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2573785.750000 Penalty: 4920.319824
	Iteration 40F: 3 clusters Score -2573786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2573790.750000 Penalty: 4920.319824
	Iteration 41Q: 3 clusters Score -2573791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2573791.750000 Penalty: 4920.319824
	Iteration 42Q: 3 clusters Score -2573792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2573786.750000 Penalty: 4920.319824
	Iteration 43Q: 3 clusters Score -2573787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2573795.500000 Penalty: 4920.319824
	Iteration 44Q: 3 clusters Score -2573796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2573795.250000 Penalty: 4920.319824
	Iteration 45Q: 3 clusters Score -2573795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2573791.750000 Penalty: 4920.319824
	Iteration 46Q: 3 clusters Score -2573792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2573791.500000 Penalty: 4920.319824
	Iteration 47Q: 3 clusters Score -2573792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2573798.500000 Penalty: 4920.319824
	Iteration 48Q: 3 clusters Score -2573798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2573796.750000 Penalty: 4920.319824
	Iteration 49Q: 3 clusters Score -2573797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2573796.000000 Penalty: 4920.319824
	Iteration 50Q: 3 clusters Score -2573796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -2573790.250000 Penalty: 4920.319824
	Iteration 51Q: 3 clusters Score -2573790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2573790.250000 Penalty: 4920.319824
	Iteration 52Q: 3 clusters Score -2573790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -2573789.750000 Penalty: 4920.319824
	Iteration 53Q: 3 clusters Score -2573790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2573795.500000 Penalty: 4920.319824
	Iteration 54Q: 3 clusters Score -2573796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2573794.750000 Penalty: 4920.319824
	Iteration 55Q: 3 clusters Score -2573795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2573795.250000 Penalty: 4920.319824
	Iteration 56Q: 3 clusters Score -2573795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2573793.000000 Penalty: 4920.319824
	Iteration 57Q: 3 clusters Score -2573793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2573795.500000 Penalty: 4920.319824
	Iteration 58Q: 3 clusters Score -2573796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2573798.000000 Penalty: 4920.319824
	Iteration 59Q: 3 clusters Score -2573798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2573799.250000 Penalty: 4920.319824
	Iteration 60F: 3 clusters Score -2573799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2573795.750000 Penalty: 4920.319824
	Iteration 61Q: 3 clusters Score -2573796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -2573795.750000 Penalty: 4920.319824
	Iteration 62F: 3 clusters Score -2573796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Entering Unmasked Estep 
Score: -680291.375000 Penalty: 2115.809570
	Iteration 0F: 2 clusters Score -680291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -675756.312500 Penalty: 4231.619141
	Iteration 0F: 3 clusters Score -675756.3 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -676804.250000 Penalty: 4231.619141
	Iteration 1F: 3 clusters Score -676804.2 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -677089.187500 Penalty: 4231.619141
	Iteration 2F: 3 clusters Score -677089.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -677333.625000 Penalty: 4231.619141
	Iteration 3F: 3 clusters Score -677333.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -677588.937500 Penalty: 4231.619141
	Iteration 4F: 3 clusters Score -677588.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -677849.687500 Penalty: 4231.619141
	Iteration 5F: 3 clusters Score -677849.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -678058.125000 Penalty: 4231.619141
	Iteration 6Q: 3 clusters Score -678058.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -678224.562500 Penalty: 4231.619141
	Iteration 7Q: 3 clusters Score -678224.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -678378.750000 Penalty: 4231.619141
	Iteration 8Q: 3 clusters Score -678378.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -678499.937500 Penalty: 4231.619141
	Iteration 9Q: 3 clusters Score -678499.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -678591.375000 Penalty: 4231.619141
	Iteration 10Q: 3 clusters Score -678591.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -678651.062500 Penalty: 4231.619141
	Iteration 11Q: 3 clusters Score -678651.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -678693.812500 Penalty: 4231.619141
	Iteration 12Q: 3 clusters Score -678693.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -678718.687500 Penalty: 4231.619141
	Iteration 13Q: 3 clusters Score -678718.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -678740.437500 Penalty: 4231.619141
	Iteration 14Q: 3 clusters Score -678740.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -678761.250000 Penalty: 4231.619141
	Iteration 15Q: 3 clusters Score -678761.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -678780.875000 Penalty: 4231.619141
	Iteration 16Q: 3 clusters Score -678780.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -678790.500000 Penalty: 4231.619141
	Iteration 17Q: 3 clusters Score -678790.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -678805.125000 Penalty: 4231.619141
	Iteration 18Q: 3 clusters Score -678805.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -678815.125000 Penalty: 4231.619141
	Iteration 19Q: 3 clusters Score -678815.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -678822.812500 Penalty: 4231.619141
	Iteration 20F: 3 clusters Score -678822.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -678831.250000 Penalty: 4231.619141
	Iteration 21Q: 3 clusters Score -678831.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -678835.750000 Penalty: 4231.619141
	Iteration 22Q: 3 clusters Score -678835.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -678841.562500 Penalty: 4231.619141
	Iteration 23Q: 3 clusters Score -678841.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -678845.250000 Penalty: 4231.619141
	Iteration 24Q: 3 clusters Score -678845.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -678847.062500 Penalty: 4231.619141
	Iteration 25Q: 3 clusters Score -678847.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -678849.125000 Penalty: 4231.619141
	Iteration 26Q: 3 clusters Score -678849.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -678849.750000 Penalty: 4231.619141
	Iteration 27Q: 3 clusters Score -678849.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -678850.562500 Penalty: 4231.619141
	Iteration 28Q: 3 clusters Score -678850.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -678851.875000 Penalty: 4231.619141
	Iteration 29Q: 3 clusters Score -678851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -678853.375000 Penalty: 4231.619141
	Iteration 30Q: 3 clusters Score -678853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -678853.625000 Penalty: 4231.619141
	Iteration 31Q: 3 clusters Score -678853.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -678853.625000 Penalty: 4231.619141
	Iteration 32F: 3 clusters Score -678853.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -88849.984375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -88849.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -87176.320312 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -87176.32 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -87508.953125 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -87508.95 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -87775.765625 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -87775.77 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -88057.210938 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -88057.21 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -88174.054688 Penalty: 3235.687012
	Iteration 4F: 3 clusters Score -88174.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -88220.093750 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -88220.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -88243.835938 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -88243.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -88248.273438 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -88248.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -88251.718750 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -88251.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -88257.585938 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -88257.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -88271.234375 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -88271.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -88273.281250 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -88273.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -88275.750000 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -88275.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -88275.750000 Penalty: 3235.687012
	Iteration 13F: 3 clusters Score -88275.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -64802.945312 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -64802.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63323.644531 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -63323.64 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63582.234375 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -63582.23 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -63681.453125 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -63681.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63773.019531 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -63773.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63830.589844 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -63830.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63918.464844 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -63918.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -64011.750000 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -64011.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -64074.199219 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -64074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -64094.632812 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -64094.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -64104.765625 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -64104.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -64111.523438 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -64111.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -64113.804688 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -64113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -64114.691406 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -64114.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64116.039062 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -64116.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -64116.039062 Penalty: 3099.987793
	Iteration 14F: 3 clusters Score -64116.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -64190.011719 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -64190.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -62709.519531 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -62709.52 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62949.042969 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -62949.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -63055.367188 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -63055.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -63140.617188 Penalty: 3066.314209
	Iteration 3F: 3 clusters Score -63140.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -63199.871094 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -63199.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -63237.878906 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -63237.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -63266.503906 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -63266.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -63310.472656 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -63310.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -63333.105469 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -63333.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -63341.289062 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -63341.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -63348.726562 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -63348.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -63352.312500 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -63352.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -63355.625000 Penalty: 3066.314209
	Iteration 12Q: 3 clusters Score -63355.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -63358.851562 Penalty: 3066.314209
	Iteration 13Q: 3 clusters Score -63358.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -63358.851562 Penalty: 3066.314209
	Iteration 14F: 3 clusters Score -63358.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Entering Unmasked Estep 
Score: -1266100.375000 Penalty: 2248.713623
	Iteration 0F: 2 clusters Score -1266100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1259297.250000 Penalty: 4497.427246
	Iteration 0F: 3 clusters Score -1259297 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1261223.875000 Penalty: 4497.427246
	Iteration 1F: 3 clusters Score -1261224 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1261504.875000 Penalty: 4497.427246
	Iteration 2F: 3 clusters Score -1261505 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1261685.500000 Penalty: 4497.427246
	Iteration 3F: 3 clusters Score -1261686 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1261817.625000 Penalty: 4497.427246
	Iteration 4Q: 3 clusters Score -1261818 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1261942.500000 Penalty: 4497.427246
	Iteration 5Q: 3 clusters Score -1261942 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1262047.875000 Penalty: 4497.427246
	Iteration 6Q: 3 clusters Score -1262048 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1262148.750000 Penalty: 4497.427246
	Iteration 7Q: 3 clusters Score -1262149 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1262259.500000 Penalty: 4497.427246
	Iteration 8Q: 3 clusters Score -1262260 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1262380.000000 Penalty: 4497.427246
	Iteration 9Q: 3 clusters Score -1262380 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1262522.125000 Penalty: 4497.427246
	Iteration 10Q: 3 clusters Score -1262522 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1262696.750000 Penalty: 4497.427246
	Iteration 11Q: 3 clusters Score -1262697 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1262904.125000 Penalty: 4497.427246
	Iteration 12Q: 3 clusters Score -1262904 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1263130.375000 Penalty: 4497.427246
	Iteration 13Q: 3 clusters Score -1263130 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1263362.750000 Penalty: 4497.427246
	Iteration 14Q: 3 clusters Score -1263363 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1263569.625000 Penalty: 4497.427246
	Iteration 15Q: 3 clusters Score -1263570 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1263721.625000 Penalty: 4497.427246
	Iteration 16Q: 3 clusters Score -1263722 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1263848.875000 Penalty: 4497.427246
	Iteration 17Q: 3 clusters Score -1263849 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1263924.250000 Penalty: 4497.427246
	Iteration 18Q: 3 clusters Score -1263924 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1263980.875000 Penalty: 4497.427246
	Iteration 19Q: 3 clusters Score -1263981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1264016.625000 Penalty: 4497.427246
	Iteration 20F: 3 clusters Score -1264017 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1264043.125000 Penalty: 4497.427246
	Iteration 21Q: 3 clusters Score -1264043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1264051.250000 Penalty: 4497.427246
	Iteration 22Q: 3 clusters Score -1264051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -1264059.250000 Penalty: 4497.427246
	Iteration 23Q: 3 clusters Score -1264059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1264066.500000 Penalty: 4497.427246
	Iteration 24Q: 3 clusters Score -1264066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1264072.500000 Penalty: 4497.427246
	Iteration 25Q: 3 clusters Score -1264072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1264077.625000 Penalty: 4497.427246
	Iteration 26Q: 3 clusters Score -1264078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1264088.375000 Penalty: 4497.427246
	Iteration 27Q: 3 clusters Score -1264088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1264093.000000 Penalty: 4497.427246
	Iteration 28Q: 3 clusters Score -1264093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1264097.875000 Penalty: 4497.427246
	Iteration 29Q: 3 clusters Score -1264098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -1264102.750000 Penalty: 4497.427246
	Iteration 30Q: 3 clusters Score -1264103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1264110.875000 Penalty: 4497.427246
	Iteration 31Q: 3 clusters Score -1264111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1264114.875000 Penalty: 4497.427246
	Iteration 32Q: 3 clusters Score -1264115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1264115.125000 Penalty: 4497.427246
	Iteration 33Q: 3 clusters Score -1264115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1264116.250000 Penalty: 4497.427246
	Iteration 34Q: 3 clusters Score -1264116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1264119.250000 Penalty: 4497.427246
	Iteration 35Q: 3 clusters Score -1264119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1264120.125000 Penalty: 4497.427246
	Iteration 36Q: 3 clusters Score -1264120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1264120.125000 Penalty: 4497.427246
	Iteration 37F: 3 clusters Score -1264120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -64004.152344 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -64004.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62548.070312 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -62548.07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62835.734375 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -62835.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -62952.062500 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -62952.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -63046.011719 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -63046.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -63128.312500 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -63128.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63203.367188 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -63203.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63298.046875 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -63298.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63335.757812 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -63335.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63366.308594 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -63366.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63397.925781 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -63397.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63444.457031 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -63444.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63455.968750 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -63455.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63470.539062 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -63470.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63477.378906 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -63477.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -63480.828125 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -63480.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -63482.714844 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -63482.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63484.585938 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -63484.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -63484.585938 Penalty: 3080.457520
	Iteration 17F: 3 clusters Score -63484.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Entering Unmasked Estep 
Score: -403759.218750 Penalty: 1971.462158
	Iteration 0F: 2 clusters Score -403759.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -400584.312500 Penalty: 3942.924316
	Iteration 0F: 3 clusters Score -400584.3 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -401247.406250 Penalty: 3942.924316
	Iteration 1F: 3 clusters Score -401247.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -401395.312500 Penalty: 3942.924316
	Iteration 2F: 3 clusters Score -401395.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -401472.093750 Penalty: 3942.924316
	Iteration 3Q: 3 clusters Score -401472.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -401525.812500 Penalty: 3942.924316
	Iteration 4Q: 3 clusters Score -401525.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -401563.375000 Penalty: 3942.924316
	Iteration 5Q: 3 clusters Score -401563.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -401596.062500 Penalty: 3942.924316
	Iteration 6Q: 3 clusters Score -401596.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -401626.500000 Penalty: 3942.924316
	Iteration 7Q: 3 clusters Score -401626.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -401647.937500 Penalty: 3942.924316
	Iteration 8Q: 3 clusters Score -401647.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -401671.187500 Penalty: 3942.924316
	Iteration 9Q: 3 clusters Score -401671.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -401696.562500 Penalty: 3942.924316
	Iteration 10Q: 3 clusters Score -401696.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -401711.875000 Penalty: 3942.924316
	Iteration 11Q: 3 clusters Score -401711.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -401725.812500 Penalty: 3942.924316
	Iteration 12Q: 3 clusters Score -401725.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -401748.750000 Penalty: 3942.924316
	Iteration 13Q: 3 clusters Score -401748.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -401764.031250 Penalty: 3942.924316
	Iteration 14Q: 3 clusters Score -401764 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -401773.406250 Penalty: 3942.924316
	Iteration 15Q: 3 clusters Score -401773.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -401779.781250 Penalty: 3942.924316
	Iteration 16Q: 3 clusters Score -401779.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -401789.406250 Penalty: 3942.924316
	Iteration 17Q: 3 clusters Score -401789.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -401806.156250 Penalty: 3942.924316
	Iteration 18Q: 3 clusters Score -401806.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -401819.593750 Penalty: 3942.924316
	Iteration 19Q: 3 clusters Score -401819.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -401827.281250 Penalty: 3942.924316
	Iteration 20F: 3 clusters Score -401827.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -401837.468750 Penalty: 3942.924316
	Iteration 21Q: 3 clusters Score -401837.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -401845.500000 Penalty: 3942.924316
	Iteration 22Q: 3 clusters Score -401845.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -401849.312500 Penalty: 3942.924316
	Iteration 23Q: 3 clusters Score -401849.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -401853.500000 Penalty: 3942.924316
	Iteration 24Q: 3 clusters Score -401853.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -401857.062500 Penalty: 3942.924316
	Iteration 25Q: 3 clusters Score -401857.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -401860.062500 Penalty: 3942.924316
	Iteration 26Q: 3 clusters Score -401860.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -401862.531250 Penalty: 3942.924316
	Iteration 27Q: 3 clusters Score -401862.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -401865.093750 Penalty: 3942.924316
	Iteration 28Q: 3 clusters Score -401865.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -401867.218750 Penalty: 3942.924316
	Iteration 29Q: 3 clusters Score -401867.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -401867.656250 Penalty: 3942.924316
	Iteration 30Q: 3 clusters Score -401867.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -401868.718750 Penalty: 3942.924316
	Iteration 31Q: 3 clusters Score -401868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -401869.312500 Penalty: 3942.924316
	Iteration 32Q: 3 clusters Score -401869.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -401869.812500 Penalty: 3942.924316
	Iteration 33Q: 3 clusters Score -401869.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -401870.812500 Penalty: 3942.924316
	Iteration 34Q: 3 clusters Score -401870.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -401871.875000 Penalty: 3942.924316
	Iteration 35Q: 3 clusters Score -401871.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -401872.437500 Penalty: 3942.924316
	Iteration 36Q: 3 clusters Score -401872.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -401872.437500 Penalty: 3942.924316
	Iteration 37F: 3 clusters Score -401872.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -106704.000000 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -106704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -104947.257812 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -104947.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105224.179688 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -105224.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105286.664062 Penalty: 3313.081299
	Iteration 2Q: 3 clusters Score -105286.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105317.382812 Penalty: 3313.081299
	Iteration 3Q: 3 clusters Score -105317.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105334.445312 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -105334.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105353.492188 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -105353.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -105375.109375 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -105375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -105387.109375 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -105387.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105394.953125 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -105395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -105411.085938 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -105411.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105424.851562 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -105424.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105428.421875 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -105428.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105432.875000 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -105432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105441.609375 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -105441.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105444.593750 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -105444.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105447.601562 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -105447.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -105452.656250 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -105452.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105463.609375 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -105463.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105484.828125 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -105484.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105505.679688 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -105505.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105525.796875 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -105525.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105554.726562 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -105554.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -105573.117188 Penalty: 3313.081299
	Iteration 22Q: 3 clusters Score -105573.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -105585.078125 Penalty: 3313.081299
	Iteration 23Q: 3 clusters Score -105585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105592.734375 Penalty: 3313.081299
	Iteration 24Q: 3 clusters Score -105592.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -105594.789062 Penalty: 3313.081299
	Iteration 25Q: 3 clusters Score -105594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -105596.343750 Penalty: 3313.081299
	Iteration 26Q: 3 clusters Score -105596.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105597.960938 Penalty: 3313.081299
	Iteration 27Q: 3 clusters Score -105598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105599.656250 Penalty: 3313.081299
	Iteration 28Q: 3 clusters Score -105599.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -105600.648438 Penalty: 3313.081299
	Iteration 29Q: 3 clusters Score -105600.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -105604.179688 Penalty: 3313.081299
	Iteration 30Q: 3 clusters Score -105604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -105604.578125 Penalty: 3313.081299
	Iteration 31Q: 3 clusters Score -105604.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -105604.578125 Penalty: 3313.081299
	Iteration 32F: 3 clusters Score -105604.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 172682 members 
Mstep: Class 3 contains 35029 members 
Mstep: Class 4 contains 8510 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52468 members 
Mstep: Class 7 contains 66573 members 
Mstep: Class 8 contains 73485 members 
Mstep: Class 9 contains 285934 members 
Mstep: Class 10 contains 29194 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15568 members 
Mstep: Class 13 contains 42012 members 
Mstep: Class 14 contains 12031 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20488 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20522 members 
Mstep: Class 19 contains 14968 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 20333 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 8668 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219920.000000 Penalty: 102059.687500
Iteration 199Q: 31 clusters Score -1.222199e+08 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 172599 members 
Mstep: Class 3 contains 35019 members 
Mstep: Class 4 contains 8509 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52457 members 
Mstep: Class 7 contains 66553 members 
Mstep: Class 8 contains 73477 members 
Mstep: Class 9 contains 285921 members 
Mstep: Class 10 contains 29190 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15578 members 
Mstep: Class 13 contains 42013 members 
Mstep: Class 14 contains 12029 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20477 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20523 members 
Mstep: Class 19 contains 14977 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 20338 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 8807 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220056.000000 Penalty: 102059.687500
Iteration 200F: 31 clusters Score -1.222201e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 172501 members 
Mstep: Class 3 contains 35012 members 
Mstep: Class 4 contains 8508 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52449 members 
Mstep: Class 7 contains 66539 members 
Mstep: Class 8 contains 73481 members 
Mstep: Class 9 contains 285898 members 
Mstep: Class 10 contains 29188 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15578 members 
Mstep: Class 13 contains 42013 members 
Mstep: Class 14 contains 12024 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20467 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20525 members 
Mstep: Class 19 contains 14983 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 20338 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 8957 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220192.000000 Penalty: 102059.687500
Iteration 201Q: 31 clusters Score -1.222202e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 172432 members 
Mstep: Class 3 contains 35001 members 
Mstep: Class 4 contains 8509 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52442 members 
Mstep: Class 7 contains 66516 members 
Mstep: Class 8 contains 73478 members 
Mstep: Class 9 contains 285847 members 
Mstep: Class 10 contains 29184 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 42013 members 
Mstep: Class 14 contains 12016 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20471 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20527 members 
Mstep: Class 19 contains 14997 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 20340 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 9109 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220120.000000 Penalty: 102059.687500
Iteration 202Q: 31 clusters Score -1.222201e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 172344 members 
Mstep: Class 3 contains 34990 members 
Mstep: Class 4 contains 8512 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52435 members 
Mstep: Class 7 contains 66507 members 
Mstep: Class 8 contains 73470 members 
Mstep: Class 9 contains 285814 members 
Mstep: Class 10 contains 29184 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15587 members 
Mstep: Class 13 contains 42013 members 
Mstep: Class 14 contains 12010 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20472 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20529 members 
Mstep: Class 19 contains 15009 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 20345 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 9239 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220176.000000 Penalty: 102059.687500
Iteration 203Q: 31 clusters Score -1.222202e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 172263 members 
Mstep: Class 3 contains 34986 members 
Mstep: Class 4 contains 8514 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52428 members 
Mstep: Class 7 contains 66505 members 
Mstep: Class 8 contains 73464 members 
Mstep: Class 9 contains 285772 members 
Mstep: Class 10 contains 29182 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15587 members 
Mstep: Class 13 contains 42012 members 
Mstep: Class 14 contains 12004 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20468 members 
Mstep: Class 17 contains 7680 members 
Mstep: Class 18 contains 20532 members 
Mstep: Class 19 contains 15021 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1138 members 
Mstep: Class 22 contains 20351 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 9366 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220064.000000 Penalty: 102059.687500
Iteration 204Q: 31 clusters Score -1.222201e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 172189 members 
Mstep: Class 3 contains 34984 members 
Mstep: Class 4 contains 8513 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52425 members 
Mstep: Class 7 contains 66483 members 
Mstep: Class 8 contains 73458 members 
Mstep: Class 9 contains 285747 members 
Mstep: Class 10 contains 29181 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15588 members 
Mstep: Class 13 contains 42010 members 
Mstep: Class 14 contains 11998 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20462 members 
Mstep: Class 17 contains 7681 members 
Mstep: Class 18 contains 20532 members 
Mstep: Class 19 contains 15029 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 20353 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 9501 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220032.000000 Penalty: 102059.687500
Iteration 205Q: 31 clusters Score -1.2222e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 172100 members 
Mstep: Class 3 contains 34979 members 
Mstep: Class 4 contains 8514 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52419 members 
Mstep: Class 7 contains 66473 members 
Mstep: Class 8 contains 73446 members 
Mstep: Class 9 contains 285735 members 
Mstep: Class 10 contains 29185 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15595 members 
Mstep: Class 13 contains 42008 members 
Mstep: Class 14 contains 11993 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20457 members 
Mstep: Class 17 contains 7684 members 
Mstep: Class 18 contains 20532 members 
Mstep: Class 19 contains 15030 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 20354 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 9627 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220136.000000 Penalty: 102059.687500
Iteration 206Q: 31 clusters Score -1.222201e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 172024 members 
Mstep: Class 3 contains 34977 members 
Mstep: Class 4 contains 8513 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52416 members 
Mstep: Class 7 contains 66458 members 
Mstep: Class 8 contains 73441 members 
Mstep: Class 9 contains 285704 members 
Mstep: Class 10 contains 29181 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15602 members 
Mstep: Class 13 contains 42005 members 
Mstep: Class 14 contains 11987 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20454 members 
Mstep: Class 17 contains 7688 members 
Mstep: Class 18 contains 20533 members 
Mstep: Class 19 contains 15035 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 20356 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 9752 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220240.000000 Penalty: 102059.687500
Iteration 207Q: 31 clusters Score -1.222202e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 171952 members 
Mstep: Class 3 contains 34974 members 
Mstep: Class 4 contains 8512 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52405 members 
Mstep: Class 7 contains 66452 members 
Mstep: Class 8 contains 73434 members 
Mstep: Class 9 contains 285686 members 
Mstep: Class 10 contains 29179 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15607 members 
Mstep: Class 13 contains 42003 members 
Mstep: Class 14 contains 11977 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20454 members 
Mstep: Class 17 contains 7691 members 
Mstep: Class 18 contains 20533 members 
Mstep: Class 19 contains 15040 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 20360 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 9862 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220384.000000 Penalty: 102059.687500
Iteration 208Q: 31 clusters Score -1.222204e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 171900 members 
Mstep: Class 3 contains 34970 members 
Mstep: Class 4 contains 8507 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52399 members 
Mstep: Class 7 contains 66444 members 
Mstep: Class 8 contains 73429 members 
Mstep: Class 9 contains 285672 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15612 members 
Mstep: Class 13 contains 41999 members 
Mstep: Class 14 contains 11972 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20449 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 20535 members 
Mstep: Class 19 contains 15042 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1136 members 
Mstep: Class 22 contains 20360 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 9957 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220560.000000 Penalty: 102059.687500
Iteration 209Q: 31 clusters Score -1.222206e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 171850 members 
Mstep: Class 3 contains 34970 members 
Mstep: Class 4 contains 8505 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52393 members 
Mstep: Class 7 contains 66434 members 
Mstep: Class 8 contains 73428 members 
Mstep: Class 9 contains 285634 members 
Mstep: Class 10 contains 29175 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15612 members 
Mstep: Class 13 contains 42000 members 
Mstep: Class 14 contains 11963 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20448 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 20536 members 
Mstep: Class 19 contains 15044 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1135 members 
Mstep: Class 22 contains 20361 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10073 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220624.000000 Penalty: 102059.687500
Iteration 210Q: 31 clusters Score -1.222206e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 171791 members 
Mstep: Class 3 contains 34970 members 
Mstep: Class 4 contains 8504 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52392 members 
Mstep: Class 7 contains 66432 members 
Mstep: Class 8 contains 73424 members 
Mstep: Class 9 contains 285581 members 
Mstep: Class 10 contains 29173 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15613 members 
Mstep: Class 13 contains 42001 members 
Mstep: Class 14 contains 11957 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20447 members 
Mstep: Class 17 contains 7695 members 
Mstep: Class 18 contains 20538 members 
Mstep: Class 19 contains 15049 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1134 members 
Mstep: Class 22 contains 20363 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10188 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220552.000000 Penalty: 102059.687500
Iteration 211Q: 31 clusters Score -1.222206e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 171733 members 
Mstep: Class 3 contains 34970 members 
Mstep: Class 4 contains 8501 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52388 members 
Mstep: Class 7 contains 66417 members 
Mstep: Class 8 contains 73424 members 
Mstep: Class 9 contains 285563 members 
Mstep: Class 10 contains 29171 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15615 members 
Mstep: Class 13 contains 42000 members 
Mstep: Class 14 contains 11952 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20450 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 20539 members 
Mstep: Class 19 contains 15051 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1133 members 
Mstep: Class 22 contains 20362 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10282 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220496.000000 Penalty: 102059.687500
Iteration 212Q: 31 clusters Score -1.222205e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 171687 members 
Mstep: Class 3 contains 34971 members 
Mstep: Class 4 contains 8498 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52384 members 
Mstep: Class 7 contains 66407 members 
Mstep: Class 8 contains 73413 members 
Mstep: Class 9 contains 285541 members 
Mstep: Class 10 contains 29165 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15616 members 
Mstep: Class 13 contains 42001 members 
Mstep: Class 14 contains 11948 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20453 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 20538 members 
Mstep: Class 19 contains 15060 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1132 members 
Mstep: Class 22 contains 20364 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10369 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220624.000000 Penalty: 102059.687500
Iteration 213Q: 31 clusters Score -1.222206e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 171644 members 
Mstep: Class 3 contains 34970 members 
Mstep: Class 4 contains 8495 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52385 members 
Mstep: Class 7 contains 66391 members 
Mstep: Class 8 contains 73402 members 
Mstep: Class 9 contains 285526 members 
Mstep: Class 10 contains 29164 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15617 members 
Mstep: Class 13 contains 42000 members 
Mstep: Class 14 contains 11945 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20449 members 
Mstep: Class 17 contains 7694 members 
Mstep: Class 18 contains 20536 members 
Mstep: Class 19 contains 15073 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 20369 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10448 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220608.000000 Penalty: 102059.687500
Iteration 214Q: 31 clusters Score -1.222206e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 171598 members 
Mstep: Class 3 contains 34968 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52386 members 
Mstep: Class 7 contains 66375 members 
Mstep: Class 8 contains 73392 members 
Mstep: Class 9 contains 285512 members 
Mstep: Class 10 contains 29161 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15620 members 
Mstep: Class 13 contains 42000 members 
Mstep: Class 14 contains 11933 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20444 members 
Mstep: Class 17 contains 7695 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15081 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1128 members 
Mstep: Class 22 contains 20377 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10540 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220488.000000 Penalty: 102059.687500
Iteration 215Q: 31 clusters Score -1.222205e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 171564 members 
Mstep: Class 3 contains 34965 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52383 members 
Mstep: Class 7 contains 66361 members 
Mstep: Class 8 contains 73385 members 
Mstep: Class 9 contains 285498 members 
Mstep: Class 10 contains 29160 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15621 members 
Mstep: Class 13 contains 42000 members 
Mstep: Class 14 contains 11926 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20440 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20538 members 
Mstep: Class 19 contains 15090 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 22 contains 20383 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10607 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220696.000000 Penalty: 102059.687500
Iteration 216Q: 31 clusters Score -1.222207e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 171532 members 
Mstep: Class 3 contains 34963 members 
Mstep: Class 4 contains 8489 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52385 members 
Mstep: Class 7 contains 66354 members 
Mstep: Class 8 contains 73376 members 
Mstep: Class 9 contains 285486 members 
Mstep: Class 10 contains 29160 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15624 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11928 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20433 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20541 members 
Mstep: Class 19 contains 15100 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 22 contains 20388 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10656 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220592.000000 Penalty: 102059.687500
Iteration 217Q: 31 clusters Score -1.222206e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 171515 members 
Mstep: Class 3 contains 34962 members 
Mstep: Class 4 contains 8488 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52383 members 
Mstep: Class 7 contains 66355 members 
Mstep: Class 8 contains 73369 members 
Mstep: Class 9 contains 285463 members 
Mstep: Class 10 contains 29161 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15624 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11926 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20423 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20541 members 
Mstep: Class 19 contains 15108 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 22 contains 20389 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10708 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220624.000000 Penalty: 102059.687500
Iteration 218Q: 31 clusters Score -1.222206e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 171503 members 
Mstep: Class 3 contains 34959 members 
Mstep: Class 4 contains 8490 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52382 members 
Mstep: Class 7 contains 66348 members 
Mstep: Class 8 contains 73366 members 
Mstep: Class 9 contains 285438 members 
Mstep: Class 10 contains 29160 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15627 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11922 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20417 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20541 members 
Mstep: Class 19 contains 15116 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 22 contains 20388 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10758 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220744.000000 Penalty: 102059.687500
Iteration 219Q: 31 clusters Score -1.222207e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 171475 members 
Mstep: Class 3 contains 34956 members 
Mstep: Class 4 contains 8488 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52382 members 
Mstep: Class 7 contains 66337 members 
Mstep: Class 8 contains 73364 members 
Mstep: Class 9 contains 285426 members 
Mstep: Class 10 contains 29160 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15628 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11922 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20409 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20541 members 
Mstep: Class 19 contains 15123 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1128 members 
Mstep: Class 22 contains 20389 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10815 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2834 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220624.000000 Penalty: 102059.687500
Iteration 220F: 31 clusters Score -1.222206e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 171456 members 
Mstep: Class 3 contains 34955 members 
Mstep: Class 4 contains 8487 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52384 members 
Mstep: Class 7 contains 66327 members 
Mstep: Class 8 contains 73366 members 
Mstep: Class 9 contains 285405 members 
Mstep: Class 10 contains 29160 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15628 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11921 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20400 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20540 members 
Mstep: Class 19 contains 15133 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 20390 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10861 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220664.000000 Penalty: 102059.687500
Iteration 221Q: 31 clusters Score -1.222207e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 171444 members 
Mstep: Class 3 contains 34952 members 
Mstep: Class 4 contains 8486 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52385 members 
Mstep: Class 7 contains 66319 members 
Mstep: Class 8 contains 73360 members 
Mstep: Class 9 contains 285390 members 
Mstep: Class 10 contains 29161 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15628 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11921 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20397 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20542 members 
Mstep: Class 19 contains 15142 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 20390 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10897 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220672.000000 Penalty: 102059.687500
Iteration 222Q: 31 clusters Score -1.222207e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 171421 members 
Mstep: Class 3 contains 34951 members 
Mstep: Class 4 contains 8485 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52384 members 
Mstep: Class 7 contains 66316 members 
Mstep: Class 8 contains 73357 members 
Mstep: Class 9 contains 285372 members 
Mstep: Class 10 contains 29163 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11922 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20397 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20542 members 
Mstep: Class 19 contains 15148 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 20391 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10932 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220736.000000 Penalty: 102059.687500
Iteration 223Q: 31 clusters Score -1.222207e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 171410 members 
Mstep: Class 3 contains 34949 members 
Mstep: Class 4 contains 8485 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52382 members 
Mstep: Class 7 contains 66314 members 
Mstep: Class 8 contains 73352 members 
Mstep: Class 9 contains 285352 members 
Mstep: Class 10 contains 29164 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15635 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11921 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20397 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20542 members 
Mstep: Class 19 contains 15155 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 20393 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10961 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220728.000000 Penalty: 102059.687500
Iteration 224Q: 31 clusters Score -1.222207e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 171408 members 
Mstep: Class 3 contains 34947 members 
Mstep: Class 4 contains 8485 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52380 members 
Mstep: Class 7 contains 66303 members 
Mstep: Class 8 contains 73347 members 
Mstep: Class 9 contains 285351 members 
Mstep: Class 10 contains 29163 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11921 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20396 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20542 members 
Mstep: Class 19 contains 15159 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 20395 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10978 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220808.000000 Penalty: 102059.687500
Iteration 225Q: 31 clusters Score -1.222208e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 171399 members 
Mstep: Class 3 contains 34945 members 
Mstep: Class 4 contains 8485 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52379 members 
Mstep: Class 7 contains 66292 members 
Mstep: Class 8 contains 73338 members 
Mstep: Class 9 contains 285357 members 
Mstep: Class 10 contains 29163 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11919 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20396 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20542 members 
Mstep: Class 19 contains 15165 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 20396 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 10996 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220720.000000 Penalty: 102059.687500
Iteration 226Q: 31 clusters Score -1.222207e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 171396 members 
Mstep: Class 3 contains 34943 members 
Mstep: Class 4 contains 8484 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52379 members 
Mstep: Class 7 contains 66284 members 
Mstep: Class 8 contains 73324 members 
Mstep: Class 9 contains 285359 members 
Mstep: Class 10 contains 29164 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11915 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20394 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20544 members 
Mstep: Class 19 contains 15169 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 20396 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11018 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220728.000000 Penalty: 102059.687500
Iteration 227Q: 31 clusters Score -1.222207e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 171392 members 
Mstep: Class 3 contains 34940 members 
Mstep: Class 4 contains 8484 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52378 members 
Mstep: Class 7 contains 66281 members 
Mstep: Class 8 contains 73323 members 
Mstep: Class 9 contains 285350 members 
Mstep: Class 10 contains 29164 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15643 members 
Mstep: Class 13 contains 41998 members 
Mstep: Class 14 contains 11912 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20393 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20545 members 
Mstep: Class 19 contains 15175 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 20397 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11033 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220712.000000 Penalty: 102059.687500
Iteration 228Q: 31 clusters Score -1.222207e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 171390 members 
Mstep: Class 3 contains 34938 members 
Mstep: Class 4 contains 8484 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52379 members 
Mstep: Class 7 contains 66279 members 
Mstep: Class 8 contains 73319 members 
Mstep: Class 9 contains 285332 members 
Mstep: Class 10 contains 29164 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15645 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11912 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20544 members 
Mstep: Class 19 contains 15177 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 20398 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11059 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220752.000000 Penalty: 102059.687500
Iteration 229Q: 31 clusters Score -1.222208e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 171394 members 
Mstep: Class 3 contains 34935 members 
Mstep: Class 4 contains 8484 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52379 members 
Mstep: Class 7 contains 66274 members 
Mstep: Class 8 contains 73313 members 
Mstep: Class 9 contains 285325 members 
Mstep: Class 10 contains 29164 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11910 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20544 members 
Mstep: Class 19 contains 15180 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 20399 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11081 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220720.000000 Penalty: 102059.687500
Iteration 230Q: 31 clusters Score -1.222207e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 171394 members 
Mstep: Class 3 contains 34932 members 
Mstep: Class 4 contains 8484 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52379 members 
Mstep: Class 7 contains 66268 members 
Mstep: Class 8 contains 73307 members 
Mstep: Class 9 contains 285307 members 
Mstep: Class 10 contains 29163 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11909 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20543 members 
Mstep: Class 19 contains 15184 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 20400 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11109 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220696.000000 Penalty: 102059.687500
Iteration 231Q: 31 clusters Score -1.222207e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 171394 members 
Mstep: Class 3 contains 34928 members 
Mstep: Class 4 contains 8484 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52376 members 
Mstep: Class 7 contains 66262 members 
Mstep: Class 8 contains 73303 members 
Mstep: Class 9 contains 285299 members 
Mstep: Class 10 contains 29162 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11908 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20542 members 
Mstep: Class 19 contains 15189 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20402 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11131 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220720.000000 Penalty: 102059.687500
Iteration 232Q: 31 clusters Score -1.222207e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 171405 members 
Mstep: Class 3 contains 34924 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52377 members 
Mstep: Class 7 contains 66261 members 
Mstep: Class 8 contains 73291 members 
Mstep: Class 9 contains 285289 members 
Mstep: Class 10 contains 29162 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11907 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20540 members 
Mstep: Class 19 contains 15191 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20402 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11147 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220704.000000 Penalty: 102059.687500
Iteration 233Q: 31 clusters Score -1.222207e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 171409 members 
Mstep: Class 3 contains 34922 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52375 members 
Mstep: Class 7 contains 66260 members 
Mstep: Class 8 contains 73282 members 
Mstep: Class 9 contains 285289 members 
Mstep: Class 10 contains 29162 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15643 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 11905 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20392 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15193 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 20404 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11156 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220640.000000 Penalty: 102059.687500
Iteration 234Q: 31 clusters Score -1.222206e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 171415 members 
Mstep: Class 3 contains 34920 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52372 members 
Mstep: Class 7 contains 66256 members 
Mstep: Class 8 contains 73278 members 
Mstep: Class 9 contains 285290 members 
Mstep: Class 10 contains 29162 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15643 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20536 members 
Mstep: Class 19 contains 15195 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20404 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11163 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220648.000000 Penalty: 102059.687500
Iteration 235Q: 31 clusters Score -1.222206e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 171415 members 
Mstep: Class 3 contains 34920 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52366 members 
Mstep: Class 7 contains 66254 members 
Mstep: Class 8 contains 73272 members 
Mstep: Class 9 contains 285290 members 
Mstep: Class 10 contains 29163 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15643 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20536 members 
Mstep: Class 19 contains 15196 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20404 members 
Mstep: Class 23 contains 5072 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11172 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220624.000000 Penalty: 102059.687500
Iteration 236Q: 31 clusters Score -1.222206e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 171409 members 
Mstep: Class 3 contains 34920 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52363 members 
Mstep: Class 7 contains 66254 members 
Mstep: Class 8 contains 73269 members 
Mstep: Class 9 contains 285291 members 
Mstep: Class 10 contains 29163 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15645 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20536 members 
Mstep: Class 19 contains 15197 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20404 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11180 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220696.000000 Penalty: 102059.687500
Iteration 237Q: 31 clusters Score -1.222207e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 171407 members 
Mstep: Class 3 contains 34920 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52363 members 
Mstep: Class 7 contains 66253 members 
Mstep: Class 8 contains 73269 members 
Mstep: Class 9 contains 285279 members 
Mstep: Class 10 contains 29164 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15645 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20392 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20536 members 
Mstep: Class 19 contains 15199 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20403 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11192 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220664.000000 Penalty: 102059.687500
Iteration 238Q: 31 clusters Score -1.222207e+08 nChanged 24
Entering ConstructFrom: 
Score: -122220664.000000 Penalty: 102059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (7745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Entering Unmasked Estep 
Score: -1071886.750000 Penalty: 2220.791016
	Iteration 0F: 2 clusters Score -1071887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1065691.000000 Penalty: 4441.582031
	Iteration 0F: 3 clusters Score -1065691 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1067453.000000 Penalty: 4441.582031
	Iteration 1F: 3 clusters Score -1067453 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1067841.375000 Penalty: 4441.582031
	Iteration 2F: 3 clusters Score -1067841 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1068354.875000 Penalty: 4441.582031
	Iteration 3F: 3 clusters Score -1068355 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1069027.750000 Penalty: 4441.582031
	Iteration 4F: 3 clusters Score -1069028 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1069665.875000 Penalty: 4441.582031
	Iteration 5F: 3 clusters Score -1069666 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1070154.375000 Penalty: 4441.582031
	Iteration 6F: 3 clusters Score -1070154 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1070446.125000 Penalty: 4441.582031
	Iteration 7Q: 3 clusters Score -1070446 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1070630.000000 Penalty: 4441.582031
	Iteration 8Q: 3 clusters Score -1070630 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1070739.500000 Penalty: 4441.582031
	Iteration 9Q: 3 clusters Score -1070740 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1070803.625000 Penalty: 4441.582031
	Iteration 10Q: 3 clusters Score -1070804 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1070848.625000 Penalty: 4441.582031
	Iteration 11Q: 3 clusters Score -1070849 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1070881.125000 Penalty: 4441.582031
	Iteration 12Q: 3 clusters Score -1070881 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1070914.625000 Penalty: 4441.582031
	Iteration 13Q: 3 clusters Score -1070915 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1070928.375000 Penalty: 4441.582031
	Iteration 14Q: 3 clusters Score -1070928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1070944.500000 Penalty: 4441.582031
	Iteration 15Q: 3 clusters Score -1070944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1070958.125000 Penalty: 4441.582031
	Iteration 16Q: 3 clusters Score -1070958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1070971.625000 Penalty: 4441.582031
	Iteration 17Q: 3 clusters Score -1070972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1070979.750000 Penalty: 4441.582031
	Iteration 18Q: 3 clusters Score -1070980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1070983.625000 Penalty: 4441.582031
	Iteration 19Q: 3 clusters Score -1070984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1070990.500000 Penalty: 4441.582031
	Iteration 20F: 3 clusters Score -1070990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1070996.625000 Penalty: 4441.582031
	Iteration 21Q: 3 clusters Score -1070997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1070998.250000 Penalty: 4441.582031
	Iteration 22Q: 3 clusters Score -1070998 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1071000.875000 Penalty: 4441.582031
	Iteration 23Q: 3 clusters Score -1071001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1071004.125000 Penalty: 4441.582031
	Iteration 24Q: 3 clusters Score -1071004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1071009.375000 Penalty: 4441.582031
	Iteration 25Q: 3 clusters Score -1071009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1071011.375000 Penalty: 4441.582031
	Iteration 26Q: 3 clusters Score -1071011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -1071014.000000 Penalty: 4441.582031
	Iteration 27Q: 3 clusters Score -1071014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1071013.875000 Penalty: 4441.582031
	Iteration 28Q: 3 clusters Score -1071014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1071016.250000 Penalty: 4441.582031
	Iteration 29Q: 3 clusters Score -1071016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1071016.000000 Penalty: 4441.582031
	Iteration 30Q: 3 clusters Score -1071016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1071018.000000 Penalty: 4441.582031
	Iteration 31Q: 3 clusters Score -1071018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1071018.000000 Penalty: 4441.582031
	Iteration 32Q: 3 clusters Score -1071018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1071019.000000 Penalty: 4441.582031
	Iteration 33Q: 3 clusters Score -1071019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1071020.500000 Penalty: 4441.582031
	Iteration 34Q: 3 clusters Score -1071020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1071019.625000 Penalty: 4441.582031
	Iteration 35Q: 3 clusters Score -1071020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1071021.375000 Penalty: 4441.582031
	Iteration 36Q: 3 clusters Score -1071021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1071026.250000 Penalty: 4441.582031
	Iteration 37Q: 3 clusters Score -1071026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1071025.500000 Penalty: 4441.582031
	Iteration 38Q: 3 clusters Score -1071026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1071027.125000 Penalty: 4441.582031
	Iteration 39Q: 3 clusters Score -1071027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1071029.125000 Penalty: 4441.582031
	Iteration 40F: 3 clusters Score -1071029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1071027.750000 Penalty: 4441.582031
	Iteration 41Q: 3 clusters Score -1071028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1071031.875000 Penalty: 4441.582031
	Iteration 42Q: 3 clusters Score -1071032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1071032.250000 Penalty: 4441.582031
	Iteration 43Q: 3 clusters Score -1071032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1071034.875000 Penalty: 4441.582031
	Iteration 44Q: 3 clusters Score -1071035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1071036.750000 Penalty: 4441.582031
	Iteration 45Q: 3 clusters Score -1071037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1071037.250000 Penalty: 4441.582031
	Iteration 46Q: 3 clusters Score -1071037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1071038.500000 Penalty: 4441.582031
	Iteration 47Q: 3 clusters Score -1071038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1071039.500000 Penalty: 4441.582031
	Iteration 48Q: 3 clusters Score -1071040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1071040.625000 Penalty: 4441.582031
	Iteration 49Q: 3 clusters Score -1071041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1071039.750000 Penalty: 4441.582031
	Iteration 50Q: 3 clusters Score -1071040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1071042.125000 Penalty: 4441.582031
	Iteration 51Q: 3 clusters Score -1071042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1071043.125000 Penalty: 4441.582031
	Iteration 52Q: 3 clusters Score -1071043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1071044.500000 Penalty: 4441.582031
	Iteration 53Q: 3 clusters Score -1071044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1071045.250000 Penalty: 4441.582031
	Iteration 54Q: 3 clusters Score -1071045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1071044.500000 Penalty: 4441.582031
	Iteration 55Q: 3 clusters Score -1071044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1071045.625000 Penalty: 4441.582031
	Iteration 56Q: 3 clusters Score -1071046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1071045.625000 Penalty: 4441.582031
	Iteration 57Q: 3 clusters Score -1071046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1071047.625000 Penalty: 4441.582031
	Iteration 58Q: 3 clusters Score -1071048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1071047.625000 Penalty: 4441.582031
	Iteration 59F: 3 clusters Score -1071048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (171406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171406 members 
Entering Unmasked Estep 
Score: -23396250.000000 Penalty: 2988.843994
	Iteration 0F: 2 clusters Score -2.339625e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85640 members 
Mstep: Class 2 contains 85766 members 
Entering Unmasked Estep 
Score: -23286012.000000 Penalty: 5977.687988
	Iteration 0F: 3 clusters Score -2.328601e+07 nChanged 82337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 87863 members 
Entering Unmasked Estep 
Score: -23334478.000000 Penalty: 5977.687988
	Iteration 1F: 3 clusters Score -2.333448e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81864 members 
Mstep: Class 2 contains 89542 members 
Entering Unmasked Estep 
Score: -23336262.000000 Penalty: 5977.687988
	Iteration 2Q: 3 clusters Score -2.333626e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 92076 members 
Entering Unmasked Estep 
Score: -23338818.000000 Penalty: 5977.687988
	Iteration 3Q: 3 clusters Score -2.333882e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75831 members 
Mstep: Class 2 contains 95575 members 
Entering Unmasked Estep 
Score: -23342874.000000 Penalty: 5977.687988
	Iteration 4Q: 3 clusters Score -2.334287e+07 nChanged 9538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71459 members 
Mstep: Class 2 contains 99947 members 
Entering Unmasked Estep 
Score: -23347340.000000 Penalty: 5977.687988
	Iteration 5F: 3 clusters Score -2.334734e+07 nChanged 10016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 104961 members 
Entering Unmasked Estep 
Score: -23352608.000000 Penalty: 5977.687988
	Iteration 6F: 3 clusters Score -2.335261e+07 nChanged 10012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60859 members 
Mstep: Class 2 contains 110547 members 
Entering Unmasked Estep 
Score: -23357624.000000 Penalty: 5977.687988
	Iteration 7F: 3 clusters Score -2.335762e+07 nChanged 9491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 116744 members 
Entering Unmasked Estep 
Score: -23361992.000000 Penalty: 5977.687988
	Iteration 8F: 3 clusters Score -2.336199e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 123640 members 
Entering Unmasked Estep 
Score: -23366290.000000 Penalty: 5977.687988
	Iteration 9F: 3 clusters Score -2.336629e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 131279 members 
Entering Unmasked Estep 
Score: -23370750.000000 Penalty: 5977.687988
	Iteration 10F: 3 clusters Score -2.337075e+07 nChanged 8382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 139241 members 
Entering Unmasked Estep 
Score: -23375430.000000 Penalty: 5977.687988
	Iteration 11Q: 3 clusters Score -2.337543e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 147247 members 
Entering Unmasked Estep 
Score: -23379822.000000 Penalty: 5977.687988
	Iteration 12Q: 3 clusters Score -2.337982e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 154405 members 
Entering Unmasked Estep 
Score: -23383884.000000 Penalty: 5977.687988
	Iteration 13Q: 3 clusters Score -2.338388e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 159956 members 
Entering Unmasked Estep 
Score: -23387236.000000 Penalty: 5977.687988
	Iteration 14Q: 3 clusters Score -2.338724e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 163982 members 
Entering Unmasked Estep 
Score: -23389656.000000 Penalty: 5977.687988
	Iteration 15Q: 3 clusters Score -2.338966e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 166633 members 
Entering Unmasked Estep 
Score: -23391462.000000 Penalty: 5977.687988
	Iteration 16Q: 3 clusters Score -2.339146e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 168236 members 
Entering Unmasked Estep 
Score: -23392314.000000 Penalty: 5977.687988
	Iteration 17Q: 3 clusters Score -2.339231e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 169144 members 
Entering Unmasked Estep 
Score: -23392832.000000 Penalty: 5977.687988
	Iteration 18Q: 3 clusters Score -2.339283e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 169662 members 
Entering Unmasked Estep 
Score: -23393234.000000 Penalty: 5977.687988
	Iteration 19Q: 3 clusters Score -2.339323e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 169972 members 
Entering Unmasked Estep 
Score: -23393394.000000 Penalty: 5977.687988
	Iteration 20F: 3 clusters Score -2.339339e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 170176 members 
Entering Unmasked Estep 
Score: -23393528.000000 Penalty: 5977.687988
	Iteration 21Q: 3 clusters Score -2.339353e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 170295 members 
Entering Unmasked Estep 
Score: -23393612.000000 Penalty: 5977.687988
	Iteration 22Q: 3 clusters Score -2.339361e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 170371 members 
Entering Unmasked Estep 
Score: -23393676.000000 Penalty: 5977.687988
	Iteration 23Q: 3 clusters Score -2.339368e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 170426 members 
Entering Unmasked Estep 
Score: -23393742.000000 Penalty: 5977.687988
	Iteration 24Q: 3 clusters Score -2.339374e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 170471 members 
Entering Unmasked Estep 
Score: -23393770.000000 Penalty: 5977.687988
	Iteration 25Q: 3 clusters Score -2.339377e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 170493 members 
Entering Unmasked Estep 
Score: -23393794.000000 Penalty: 5977.687988
	Iteration 26Q: 3 clusters Score -2.339379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 170506 members 
Entering Unmasked Estep 
Score: -23393814.000000 Penalty: 5977.687988
	Iteration 27Q: 3 clusters Score -2.339381e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 170525 members 
Entering Unmasked Estep 
Score: -23393818.000000 Penalty: 5977.687988
	Iteration 28Q: 3 clusters Score -2.339382e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 170538 members 
Entering Unmasked Estep 
Score: -23393860.000000 Penalty: 5977.687988
	Iteration 29Q: 3 clusters Score -2.339386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 170545 members 
Entering Unmasked Estep 
Score: -23393872.000000 Penalty: 5977.687988
	Iteration 30Q: 3 clusters Score -2.339387e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 170548 members 
Entering Unmasked Estep 
Score: -23393872.000000 Penalty: 5977.687988
	Iteration 31Q: 3 clusters Score -2.339387e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 170550 members 
Entering Unmasked Estep 
Score: -23393892.000000 Penalty: 5977.687988
	Iteration 32Q: 3 clusters Score -2.339389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 170551 members 
Entering Unmasked Estep 
Score: -23393880.000000 Penalty: 5977.687988
	Iteration 33Q: 3 clusters Score -2.339388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 170552 members 
Entering Unmasked Estep 
Score: -23393878.000000 Penalty: 5977.687988
	Iteration 34Q: 3 clusters Score -2.339388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 170556 members 
Entering Unmasked Estep 
Score: -23393886.000000 Penalty: 5977.687988
	Iteration 35Q: 3 clusters Score -2.339389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 170558 members 
Entering Unmasked Estep 
Score: -23393890.000000 Penalty: 5977.687988
	Iteration 36Q: 3 clusters Score -2.339389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 170559 members 
Entering Unmasked Estep 
Score: -23393880.000000 Penalty: 5977.687988
	Iteration 37Q: 3 clusters Score -2.339388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 170559 members 
Entering Unmasked Estep 
Score: -23393904.000000 Penalty: 5977.687988
	Iteration 38Q: 3 clusters Score -2.33939e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 170564 members 
Entering Unmasked Estep 
Score: -23393906.000000 Penalty: 5977.687988
	Iteration 39Q: 3 clusters Score -2.339391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 170571 members 
Entering Unmasked Estep 
Score: -23393902.000000 Penalty: 5977.687988
	Iteration 40F: 3 clusters Score -2.33939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 170573 members 
Entering Unmasked Estep 
Score: -23393886.000000 Penalty: 5977.687988
	Iteration 41Q: 3 clusters Score -2.339389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 170574 members 
Entering Unmasked Estep 
Score: -23393878.000000 Penalty: 5977.687988
	Iteration 42Q: 3 clusters Score -2.339388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 170576 members 
Entering Unmasked Estep 
Score: -23393888.000000 Penalty: 5977.687988
	Iteration 43Q: 3 clusters Score -2.339389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 170581 members 
Entering Unmasked Estep 
Score: -23393898.000000 Penalty: 5977.687988
	Iteration 44Q: 3 clusters Score -2.33939e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 170585 members 
Entering Unmasked Estep 
Score: -23393880.000000 Penalty: 5977.687988
	Iteration 45Q: 3 clusters Score -2.339388e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 170587 members 
Entering Unmasked Estep 
Score: -23393892.000000 Penalty: 5977.687988
	Iteration 46Q: 3 clusters Score -2.339389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 170588 members 
Entering Unmasked Estep 
Score: -23393892.000000 Penalty: 5977.687988
	Iteration 47Q: 3 clusters Score -2.339389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 170585 members 
Entering Unmasked Estep 
Score: -23393894.000000 Penalty: 5977.687988
	Iteration 48Q: 3 clusters Score -2.339389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 170586 members 
Entering Unmasked Estep 
Score: -23393904.000000 Penalty: 5977.687988
	Iteration 49Q: 3 clusters Score -2.33939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 170591 members 
Entering Unmasked Estep 
Score: -23393910.000000 Penalty: 5977.687988
	Iteration 50Q: 3 clusters Score -2.339391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 170591 members 
Entering Unmasked Estep 
Score: -23393914.000000 Penalty: 5977.687988
	Iteration 51Q: 3 clusters Score -2.339391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 170588 members 
Entering Unmasked Estep 
Score: -23393920.000000 Penalty: 5977.687988
	Iteration 52Q: 3 clusters Score -2.339392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 170589 members 
Entering Unmasked Estep 
Score: -23393930.000000 Penalty: 5977.687988
	Iteration 53Q: 3 clusters Score -2.339393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 170590 members 
Entering Unmasked Estep 
Score: -23393928.000000 Penalty: 5977.687988
	Iteration 54Q: 3 clusters Score -2.339393e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 170590 members 
Entering Unmasked Estep 
Score: -23393928.000000 Penalty: 5977.687988
	Iteration 55F: 3 clusters Score -2.339393e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Entering Unmasked Estep 
Score: -4715737.500000 Penalty: 2594.282227
	Iteration 0F: 2 clusters Score -4715738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4691995.000000 Penalty: 5188.564453
	Iteration 0F: 3 clusters Score -4691995 nChanged 15800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -4700623.000000 Penalty: 5188.564453
	Iteration 1F: 3 clusters Score -4700623 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -4701171.000000 Penalty: 5188.564453
	Iteration 2Q: 3 clusters Score -4701171 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -4701765.000000 Penalty: 5188.564453
	Iteration 3Q: 3 clusters Score -4701765 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -4702478.500000 Penalty: 5188.564453
	Iteration 4Q: 3 clusters Score -4702478 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -4703533.500000 Penalty: 5188.564453
	Iteration 5F: 3 clusters Score -4703534 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4705149.000000 Penalty: 5188.564453
	Iteration 6F: 3 clusters Score -4705149 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -4707336.000000 Penalty: 5188.564453
	Iteration 7F: 3 clusters Score -4707336 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -4709953.500000 Penalty: 5188.564453
	Iteration 8F: 3 clusters Score -4709954 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -4712754.000000 Penalty: 5188.564453
	Iteration 9F: 3 clusters Score -4712754 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -4714916.000000 Penalty: 5188.564453
	Iteration 10F: 3 clusters Score -4714916 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -4715795.500000 Penalty: 5188.564453
	Iteration 11Q: 3 clusters Score -4715796 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -4716071.000000 Penalty: 5188.564453
	Iteration 12Q: 3 clusters Score -4716071 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -4716174.500000 Penalty: 5188.564453
	Iteration 13Q: 3 clusters Score -4716174 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -4716231.500000 Penalty: 5188.564453
	Iteration 14Q: 3 clusters Score -4716232 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -4716269.000000 Penalty: 5188.564453
	Iteration 15Q: 3 clusters Score -4716269 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -4716301.500000 Penalty: 5188.564453
	Iteration 16Q: 3 clusters Score -4716302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -4716316.500000 Penalty: 5188.564453
	Iteration 17Q: 3 clusters Score -4716316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -4716325.000000 Penalty: 5188.564453
	Iteration 18Q: 3 clusters Score -4716325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -4716334.500000 Penalty: 5188.564453
	Iteration 19Q: 3 clusters Score -4716334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -4716328.500000 Penalty: 5188.564453
	Iteration 20F: 3 clusters Score -4716328 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -4716331.500000 Penalty: 5188.564453
	Iteration 21Q: 3 clusters Score -4716332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -4716331.000000 Penalty: 5188.564453
	Iteration 22Q: 3 clusters Score -4716331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -4716333.000000 Penalty: 5188.564453
	Iteration 23Q: 3 clusters Score -4716333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27289 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -4716326.500000 Penalty: 5188.564453
	Iteration 24Q: 3 clusters Score -4716326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -4716332.000000 Penalty: 5188.564453
	Iteration 25Q: 3 clusters Score -4716332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -4716330.000000 Penalty: 5188.564453
	Iteration 26Q: 3 clusters Score -4716330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -4716330.500000 Penalty: 5188.564453
	Iteration 27Q: 3 clusters Score -4716330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -4716331.000000 Penalty: 5188.564453
	Iteration 28Q: 3 clusters Score -4716331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -4716331.000000 Penalty: 5188.564453
	Iteration 29F: 3 clusters Score -4716331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 171406 members 
Mstep: Class 3 contains 27316 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52363 members 
Mstep: Class 7 contains 66253 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 285273 members 
Mstep: Class 10 contains 29166 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20393 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20536 members 
Mstep: Class 19 contains 15200 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20403 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11194 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Mstep: Class 31 contains 7604 members 
Entering Unmasked Estep 
Score: -122220656.000000 Penalty: 105461.679688
Splitting cluster 3 changes total score from -122220664.000000 to -122220656.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (8483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Entering Unmasked Estep 
Score: -1089840.125000 Penalty: 2243.363281
	Iteration 0F: 2 clusters Score -1089840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1083174.500000 Penalty: 4486.726562
	Iteration 0F: 3 clusters Score -1083174 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1085252.000000 Penalty: 4486.726562
	Iteration 1F: 3 clusters Score -1085252 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1085706.000000 Penalty: 4486.726562
	Iteration 2F: 3 clusters Score -1085706 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1086138.625000 Penalty: 4486.726562
	Iteration 3F: 3 clusters Score -1086139 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1086521.375000 Penalty: 4486.726562
	Iteration 4F: 3 clusters Score -1086521 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1086934.250000 Penalty: 4486.726562
	Iteration 5F: 3 clusters Score -1086934 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1087382.250000 Penalty: 4486.726562
	Iteration 6F: 3 clusters Score -1087382 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1087829.750000 Penalty: 4486.726562
	Iteration 7F: 3 clusters Score -1087830 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1088222.375000 Penalty: 4486.726562
	Iteration 8Q: 3 clusters Score -1088222 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1088521.375000 Penalty: 4486.726562
	Iteration 9Q: 3 clusters Score -1088521 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1088708.375000 Penalty: 4486.726562
	Iteration 10Q: 3 clusters Score -1088708 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1088813.750000 Penalty: 4486.726562
	Iteration 11Q: 3 clusters Score -1088814 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1088874.375000 Penalty: 4486.726562
	Iteration 12Q: 3 clusters Score -1088874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1088914.125000 Penalty: 4486.726562
	Iteration 13Q: 3 clusters Score -1088914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1088933.875000 Penalty: 4486.726562
	Iteration 14Q: 3 clusters Score -1088934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1088952.750000 Penalty: 4486.726562
	Iteration 15Q: 3 clusters Score -1088953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1088967.625000 Penalty: 4486.726562
	Iteration 16Q: 3 clusters Score -1088968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1088978.250000 Penalty: 4486.726562
	Iteration 17Q: 3 clusters Score -1088978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1088988.000000 Penalty: 4486.726562
	Iteration 18Q: 3 clusters Score -1088988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1088993.125000 Penalty: 4486.726562
	Iteration 19Q: 3 clusters Score -1088993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1089002.125000 Penalty: 4486.726562
	Iteration 20F: 3 clusters Score -1089002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1089005.125000 Penalty: 4486.726562
	Iteration 21Q: 3 clusters Score -1089005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1089011.750000 Penalty: 4486.726562
	Iteration 22Q: 3 clusters Score -1089012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1089016.250000 Penalty: 4486.726562
	Iteration 23Q: 3 clusters Score -1089016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1089017.000000 Penalty: 4486.726562
	Iteration 24Q: 3 clusters Score -1089017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1089018.750000 Penalty: 4486.726562
	Iteration 25Q: 3 clusters Score -1089019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1089019.875000 Penalty: 4486.726562
	Iteration 26Q: 3 clusters Score -1089020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1089019.250000 Penalty: 4486.726562
	Iteration 27Q: 3 clusters Score -1089019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1089020.375000 Penalty: 4486.726562
	Iteration 28Q: 3 clusters Score -1089020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1089024.125000 Penalty: 4486.726562
	Iteration 29Q: 3 clusters Score -1089024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1089023.000000 Penalty: 4486.726562
	Iteration 30Q: 3 clusters Score -1089023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1089022.375000 Penalty: 4486.726562
	Iteration 31Q: 3 clusters Score -1089022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1089022.375000 Penalty: 4486.726562
	Iteration 32F: 3 clusters Score -1089022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -26987.132812 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -26987.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25832.898438 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -25832.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26030.138672 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -26030.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26066.445312 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -26066.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26082.509766 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -26082.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26082.509766 Penalty: 2742.596680
	Iteration 4F: 3 clusters Score -26082.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Entering Unmasked Estep 
Score: -7215777.000000 Penalty: 2694.756836
	Iteration 0F: 2 clusters Score -7215777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -7180643.000000 Penalty: 5389.513672
	Iteration 0F: 3 clusters Score -7180643 nChanged 24320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -7193976.000000 Penalty: 5389.513672
	Iteration 1F: 3 clusters Score -7193976 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -7194610.000000 Penalty: 5389.513672
	Iteration 2Q: 3 clusters Score -7194610 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -7195302.500000 Penalty: 5389.513672
	Iteration 3Q: 3 clusters Score -7195302 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -7196265.000000 Penalty: 5389.513672
	Iteration 4Q: 3 clusters Score -7196265 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -7197735.500000 Penalty: 5389.513672
	Iteration 5F: 3 clusters Score -7197736 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -7199883.000000 Penalty: 5389.513672
	Iteration 6F: 3 clusters Score -7199883 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -7202379.000000 Penalty: 5389.513672
	Iteration 7F: 3 clusters Score -7202379 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -7204516.500000 Penalty: 5389.513672
	Iteration 8F: 3 clusters Score -7204516 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -7206044.000000 Penalty: 5389.513672
	Iteration 9F: 3 clusters Score -7206044 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -7206854.500000 Penalty: 5389.513672
	Iteration 10Q: 3 clusters Score -7206854 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -7207220.500000 Penalty: 5389.513672
	Iteration 11Q: 3 clusters Score -7207220 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -7207532.500000 Penalty: 5389.513672
	Iteration 12Q: 3 clusters Score -7207532 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 19973 members 
Entering Unmasked Estep 
Score: -7207674.500000 Penalty: 5389.513672
	Iteration 13Q: 3 clusters Score -7207674 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -7207876.000000 Penalty: 5389.513672
	Iteration 14Q: 3 clusters Score -7207876 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -7208092.000000 Penalty: 5389.513672
	Iteration 15Q: 3 clusters Score -7208092 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -7208354.500000 Penalty: 5389.513672
	Iteration 16Q: 3 clusters Score -7208354 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -7208669.500000 Penalty: 5389.513672
	Iteration 17Q: 3 clusters Score -7208670 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37162 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -7208962.000000 Penalty: 5389.513672
	Iteration 18Q: 3 clusters Score -7208962 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -7209314.000000 Penalty: 5389.513672
	Iteration 19Q: 3 clusters Score -7209314 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -7209651.000000 Penalty: 5389.513672
	Iteration 20F: 3 clusters Score -7209651 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -7210073.000000 Penalty: 5389.513672
	Iteration 21Q: 3 clusters Score -7210073 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -7210499.000000 Penalty: 5389.513672
	Iteration 22Q: 3 clusters Score -7210499 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -7211009.500000 Penalty: 5389.513672
	Iteration 23Q: 3 clusters Score -7211010 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -7211426.500000 Penalty: 5389.513672
	Iteration 24Q: 3 clusters Score -7211426 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -7211818.500000 Penalty: 5389.513672
	Iteration 25Q: 3 clusters Score -7211818 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46176 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -7212195.500000 Penalty: 5389.513672
	Iteration 26Q: 3 clusters Score -7212196 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -7212507.500000 Penalty: 5389.513672
	Iteration 27Q: 3 clusters Score -7212508 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -7212732.000000 Penalty: 5389.513672
	Iteration 28Q: 3 clusters Score -7212732 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -7212962.000000 Penalty: 5389.513672
	Iteration 29Q: 3 clusters Score -7212962 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -7213070.000000 Penalty: 5389.513672
	Iteration 30Q: 3 clusters Score -7213070 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -7213180.000000 Penalty: 5389.513672
	Iteration 31Q: 3 clusters Score -7213180 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -7213276.500000 Penalty: 5389.513672
	Iteration 32Q: 3 clusters Score -7213276 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49351 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -7213369.000000 Penalty: 5389.513672
	Iteration 33Q: 3 clusters Score -7213369 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7213444.000000 Penalty: 5389.513672
	Iteration 34Q: 3 clusters Score -7213444 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7213518.000000 Penalty: 5389.513672
	Iteration 35Q: 3 clusters Score -7213518 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7213542.500000 Penalty: 5389.513672
	Iteration 36Q: 3 clusters Score -7213542 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49954 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7213601.500000 Penalty: 5389.513672
	Iteration 37Q: 3 clusters Score -7213602 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50057 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7213647.000000 Penalty: 5389.513672
	Iteration 38Q: 3 clusters Score -7213647 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50146 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -7213704.000000 Penalty: 5389.513672
	Iteration 39Q: 3 clusters Score -7213704 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50224 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -7213728.500000 Penalty: 5389.513672
	Iteration 40F: 3 clusters Score -7213728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50287 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7213749.500000 Penalty: 5389.513672
	Iteration 41Q: 3 clusters Score -7213750 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50344 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -7213768.500000 Penalty: 5389.513672
	Iteration 42Q: 3 clusters Score -7213768 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50406 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7213794.500000 Penalty: 5389.513672
	Iteration 43Q: 3 clusters Score -7213794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50446 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7213817.500000 Penalty: 5389.513672
	Iteration 44Q: 3 clusters Score -7213818 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7213819.000000 Penalty: 5389.513672
	Iteration 45Q: 3 clusters Score -7213819 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7213832.500000 Penalty: 5389.513672
	Iteration 46Q: 3 clusters Score -7213832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50531 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7213833.500000 Penalty: 5389.513672
	Iteration 47Q: 3 clusters Score -7213834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50543 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7213841.500000 Penalty: 5389.513672
	Iteration 48Q: 3 clusters Score -7213842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7213846.000000 Penalty: 5389.513672
	Iteration 49Q: 3 clusters Score -7213846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50569 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7213860.000000 Penalty: 5389.513672
	Iteration 50Q: 3 clusters Score -7213860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7213856.000000 Penalty: 5389.513672
	Iteration 51Q: 3 clusters Score -7213856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7213853.000000 Penalty: 5389.513672
	Iteration 52Q: 3 clusters Score -7213853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50590 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7213856.000000 Penalty: 5389.513672
	Iteration 53Q: 3 clusters Score -7213856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -7213863.500000 Penalty: 5389.513672
	Iteration 54Q: 3 clusters Score -7213864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50603 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -7213870.000000 Penalty: 5389.513672
	Iteration 55Q: 3 clusters Score -7213870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7213863.000000 Penalty: 5389.513672
	Iteration 56Q: 3 clusters Score -7213863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7213861.000000 Penalty: 5389.513672
	Iteration 57Q: 3 clusters Score -7213861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7213868.500000 Penalty: 5389.513672
	Iteration 58Q: 3 clusters Score -7213868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7213876.000000 Penalty: 5389.513672
	Iteration 59Q: 3 clusters Score -7213876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7213873.500000 Penalty: 5389.513672
	Iteration 60F: 3 clusters Score -7213874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7213885.000000 Penalty: 5389.513672
	Iteration 61Q: 3 clusters Score -7213885 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7213890.500000 Penalty: 5389.513672
	Iteration 62Q: 3 clusters Score -7213890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -7213883.000000 Penalty: 5389.513672
	Iteration 63Q: 3 clusters Score -7213883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -7213883.500000 Penalty: 5389.513672
	Iteration 64Q: 3 clusters Score -7213884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7213876.000000 Penalty: 5389.513672
	Iteration 65Q: 3 clusters Score -7213876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7213880.000000 Penalty: 5389.513672
	Iteration 66Q: 3 clusters Score -7213880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7213885.500000 Penalty: 5389.513672
	Iteration 67Q: 3 clusters Score -7213886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50670 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7213887.000000 Penalty: 5389.513672
	Iteration 68Q: 3 clusters Score -7213887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7213885.500000 Penalty: 5389.513672
	Iteration 69Q: 3 clusters Score -7213886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50678 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7213894.500000 Penalty: 5389.513672
	Iteration 70Q: 3 clusters Score -7213894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7213899.000000 Penalty: 5389.513672
	Iteration 71Q: 3 clusters Score -7213899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7213900.000000 Penalty: 5389.513672
	Iteration 72Q: 3 clusters Score -7213900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7213900.000000 Penalty: 5389.513672
	Iteration 73F: 3 clusters Score -7213900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66253 members 
Entering Unmasked Estep 
Score: -9196804.000000 Penalty: 2753.106689
	Iteration 0F: 2 clusters Score -9196804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -9152482.000000 Penalty: 5506.213379
	Iteration 0F: 3 clusters Score -9152482 nChanged 31028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -9169648.000000 Penalty: 5506.213379
	Iteration 1F: 3 clusters Score -9169648 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -9170499.000000 Penalty: 5506.213379
	Iteration 2Q: 3 clusters Score -9170499 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -9171250.000000 Penalty: 5506.213379
	Iteration 3Q: 3 clusters Score -9171250 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -9172110.000000 Penalty: 5506.213379
	Iteration 4Q: 3 clusters Score -9172110 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -9173201.000000 Penalty: 5506.213379
	Iteration 5Q: 3 clusters Score -9173201 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29606 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -9174367.000000 Penalty: 5506.213379
	Iteration 6Q: 3 clusters Score -9174367 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -9175542.000000 Penalty: 5506.213379
	Iteration 7Q: 3 clusters Score -9175542 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -9177013.000000 Penalty: 5506.213379
	Iteration 8Q: 3 clusters Score -9177013 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -9178527.000000 Penalty: 5506.213379
	Iteration 9Q: 3 clusters Score -9178527 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -9180358.000000 Penalty: 5506.213379
	Iteration 10Q: 3 clusters Score -9180358 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -9182291.000000 Penalty: 5506.213379
	Iteration 11F: 3 clusters Score -9182291 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -9184633.000000 Penalty: 5506.213379
	Iteration 12F: 3 clusters Score -9184633 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 53006 members 
Entering Unmasked Estep 
Score: -9187271.000000 Penalty: 5506.213379
	Iteration 13F: 3 clusters Score -9187271 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -9189570.000000 Penalty: 5506.213379
	Iteration 14Q: 3 clusters Score -9189570 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 57703 members 
Entering Unmasked Estep 
Score: -9191496.000000 Penalty: 5506.213379
	Iteration 15Q: 3 clusters Score -9191496 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -9192872.000000 Penalty: 5506.213379
	Iteration 16Q: 3 clusters Score -9192872 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 59816 members 
Entering Unmasked Estep 
Score: -9193802.000000 Penalty: 5506.213379
	Iteration 17Q: 3 clusters Score -9193802 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -9194352.000000 Penalty: 5506.213379
	Iteration 18Q: 3 clusters Score -9194352 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 60597 members 
Entering Unmasked Estep 
Score: -9194747.000000 Penalty: 5506.213379
	Iteration 19Q: 3 clusters Score -9194747 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 60762 members 
Entering Unmasked Estep 
Score: -9195060.000000 Penalty: 5506.213379
	Iteration 20F: 3 clusters Score -9195060 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -9195264.000000 Penalty: 5506.213379
	Iteration 21Q: 3 clusters Score -9195264 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -9195353.000000 Penalty: 5506.213379
	Iteration 22Q: 3 clusters Score -9195353 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -9195402.000000 Penalty: 5506.213379
	Iteration 23Q: 3 clusters Score -9195402 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 61098 members 
Entering Unmasked Estep 
Score: -9195433.000000 Penalty: 5506.213379
	Iteration 24Q: 3 clusters Score -9195433 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -9195444.000000 Penalty: 5506.213379
	Iteration 25Q: 3 clusters Score -9195444 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -9195436.000000 Penalty: 5506.213379
	Iteration 26Q: 3 clusters Score -9195436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -9195455.000000 Penalty: 5506.213379
	Iteration 27Q: 3 clusters Score -9195455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 61282 members 
Entering Unmasked Estep 
Score: -9195449.000000 Penalty: 5506.213379
	Iteration 28Q: 3 clusters Score -9195449 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -9195458.000000 Penalty: 5506.213379
	Iteration 29Q: 3 clusters Score -9195458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 61324 members 
Entering Unmasked Estep 
Score: -9195467.000000 Penalty: 5506.213379
	Iteration 30Q: 3 clusters Score -9195467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -9195465.000000 Penalty: 5506.213379
	Iteration 31Q: 3 clusters Score -9195465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 61341 members 
Entering Unmasked Estep 
Score: -9195462.000000 Penalty: 5506.213379
	Iteration 32Q: 3 clusters Score -9195462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 61349 members 
Entering Unmasked Estep 
Score: -9195458.000000 Penalty: 5506.213379
	Iteration 33Q: 3 clusters Score -9195458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 61353 members 
Entering Unmasked Estep 
Score: -9195468.000000 Penalty: 5506.213379
	Iteration 34Q: 3 clusters Score -9195468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 61358 members 
Entering Unmasked Estep 
Score: -9195463.000000 Penalty: 5506.213379
	Iteration 35Q: 3 clusters Score -9195463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 61360 members 
Entering Unmasked Estep 
Score: -9195472.000000 Penalty: 5506.213379
	Iteration 36Q: 3 clusters Score -9195472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -9195467.000000 Penalty: 5506.213379
	Iteration 37Q: 3 clusters Score -9195467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -9195463.000000 Penalty: 5506.213379
	Iteration 38Q: 3 clusters Score -9195463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 61372 members 
Entering Unmasked Estep 
Score: -9195469.000000 Penalty: 5506.213379
	Iteration 39Q: 3 clusters Score -9195469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -9195470.000000 Penalty: 5506.213379
	Iteration 40F: 3 clusters Score -9195470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -9195469.000000 Penalty: 5506.213379
	Iteration 41Q: 3 clusters Score -9195469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -9195475.000000 Penalty: 5506.213379
	Iteration 42Q: 3 clusters Score -9195475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 61386 members 
Entering Unmasked Estep 
Score: -9195469.000000 Penalty: 5506.213379
	Iteration 43Q: 3 clusters Score -9195469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 61388 members 
Entering Unmasked Estep 
Score: -9195466.000000 Penalty: 5506.213379
	Iteration 44Q: 3 clusters Score -9195466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -9195459.000000 Penalty: 5506.213379
	Iteration 45Q: 3 clusters Score -9195459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -9195461.000000 Penalty: 5506.213379
	Iteration 46Q: 3 clusters Score -9195461 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -9195466.000000 Penalty: 5506.213379
	Iteration 47Q: 3 clusters Score -9195466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -9195466.000000 Penalty: 5506.213379
	Iteration 48Q: 3 clusters Score -9195466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -9195464.000000 Penalty: 5506.213379
	Iteration 49Q: 3 clusters Score -9195464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 61393 members 
Entering Unmasked Estep 
Score: -9195464.000000 Penalty: 5506.213379
	Iteration 50F: 3 clusters Score -9195464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Entering Unmasked Estep 
Score: -9854312.000000 Penalty: 2778.066162
	Iteration 0F: 2 clusters Score -9854312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -9805211.000000 Penalty: 5556.132324
	Iteration 0F: 3 clusters Score -9805211 nChanged 34259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -9824886.000000 Penalty: 5556.132324
	Iteration 1F: 3 clusters Score -9824886 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -9825842.000000 Penalty: 5556.132324
	Iteration 2Q: 3 clusters Score -9825842 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -9827008.000000 Penalty: 5556.132324
	Iteration 3Q: 3 clusters Score -9827008 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -9828309.000000 Penalty: 5556.132324
	Iteration 4Q: 3 clusters Score -9828309 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -9829855.000000 Penalty: 5556.132324
	Iteration 5F: 3 clusters Score -9829855 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -9831647.000000 Penalty: 5556.132324
	Iteration 6F: 3 clusters Score -9831647 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -9834069.000000 Penalty: 5556.132324
	Iteration 7F: 3 clusters Score -9834069 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -9837013.000000 Penalty: 5556.132324
	Iteration 8F: 3 clusters Score -9837013 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56994 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -9840447.000000 Penalty: 5556.132324
	Iteration 9F: 3 clusters Score -9840447 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61075 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -9843703.000000 Penalty: 5556.132324
	Iteration 10F: 3 clusters Score -9843703 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -9846337.000000 Penalty: 5556.132324
	Iteration 11Q: 3 clusters Score -9846337 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67010 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -9848260.000000 Penalty: 5556.132324
	Iteration 12Q: 3 clusters Score -9848260 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68835 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -9849633.000000 Penalty: 5556.132324
	Iteration 13Q: 3 clusters Score -9849633 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70104 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -9850502.000000 Penalty: 5556.132324
	Iteration 14Q: 3 clusters Score -9850502 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70940 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -9851016.000000 Penalty: 5556.132324
	Iteration 15Q: 3 clusters Score -9851016 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71472 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -9851344.000000 Penalty: 5556.132324
	Iteration 16Q: 3 clusters Score -9851344 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71805 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -9851526.000000 Penalty: 5556.132324
	Iteration 17Q: 3 clusters Score -9851526 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72033 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9851703.000000 Penalty: 5556.132324
	Iteration 18Q: 3 clusters Score -9851703 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72178 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9851793.000000 Penalty: 5556.132324
	Iteration 19Q: 3 clusters Score -9851793 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72268 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -9851851.000000 Penalty: 5556.132324
	Iteration 20F: 3 clusters Score -9851851 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72342 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9851890.000000 Penalty: 5556.132324
	Iteration 21Q: 3 clusters Score -9851890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72390 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9851921.000000 Penalty: 5556.132324
	Iteration 22Q: 3 clusters Score -9851921 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72432 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -9851951.000000 Penalty: 5556.132324
	Iteration 23Q: 3 clusters Score -9851951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72458 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9851985.000000 Penalty: 5556.132324
	Iteration 24Q: 3 clusters Score -9851985 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72472 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9851999.000000 Penalty: 5556.132324
	Iteration 25Q: 3 clusters Score -9851999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72493 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9852015.000000 Penalty: 5556.132324
	Iteration 26Q: 3 clusters Score -9852015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9852043.000000 Penalty: 5556.132324
	Iteration 27Q: 3 clusters Score -9852043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -9852048.000000 Penalty: 5556.132324
	Iteration 28Q: 3 clusters Score -9852048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72536 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9852051.000000 Penalty: 5556.132324
	Iteration 29Q: 3 clusters Score -9852051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72538 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9852065.000000 Penalty: 5556.132324
	Iteration 30Q: 3 clusters Score -9852065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72541 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9852061.000000 Penalty: 5556.132324
	Iteration 31Q: 3 clusters Score -9852061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72548 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9852072.000000 Penalty: 5556.132324
	Iteration 32Q: 3 clusters Score -9852072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72554 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -9852082.000000 Penalty: 5556.132324
	Iteration 33Q: 3 clusters Score -9852082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72559 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9852086.000000 Penalty: 5556.132324
	Iteration 34Q: 3 clusters Score -9852086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72566 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9852092.000000 Penalty: 5556.132324
	Iteration 35Q: 3 clusters Score -9852092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72573 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9852093.000000 Penalty: 5556.132324
	Iteration 36Q: 3 clusters Score -9852093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9852094.000000 Penalty: 5556.132324
	Iteration 37Q: 3 clusters Score -9852094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72581 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -9852101.000000 Penalty: 5556.132324
	Iteration 38Q: 3 clusters Score -9852101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72586 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9852112.000000 Penalty: 5556.132324
	Iteration 39Q: 3 clusters Score -9852112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -9852118.000000 Penalty: 5556.132324
	Iteration 40F: 3 clusters Score -9852118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9852103.000000 Penalty: 5556.132324
	Iteration 41Q: 3 clusters Score -9852103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72590 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9852109.000000 Penalty: 5556.132324
	Iteration 42Q: 3 clusters Score -9852109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72594 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9852115.000000 Penalty: 5556.132324
	Iteration 43Q: 3 clusters Score -9852115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72596 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9852112.000000 Penalty: 5556.132324
	Iteration 44Q: 3 clusters Score -9852112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9852113.000000 Penalty: 5556.132324
	Iteration 45Q: 3 clusters Score -9852113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72598 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9852115.000000 Penalty: 5556.132324
	Iteration 46Q: 3 clusters Score -9852115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72599 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9852117.000000 Penalty: 5556.132324
	Iteration 47Q: 3 clusters Score -9852117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9852112.000000 Penalty: 5556.132324
	Iteration 48Q: 3 clusters Score -9852112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72600 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9852112.000000 Penalty: 5556.132324
	Iteration 49F: 3 clusters Score -9852112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (285273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285273 members 
Entering Unmasked Estep 
Score: -39787492.000000 Penalty: 3115.178223
	Iteration 0F: 2 clusters Score -3.978749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142389 members 
Mstep: Class 2 contains 142884 members 
Entering Unmasked Estep 
Score: -39638144.000000 Penalty: 6230.356445
	Iteration 0F: 3 clusters Score -3.963814e+07 nChanged 138207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137226 members 
Mstep: Class 2 contains 148047 members 
Entering Unmasked Estep 
Score: -39719688.000000 Penalty: 6230.356445
	Iteration 1F: 3 clusters Score -3.971969e+07 nChanged 7273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134951 members 
Mstep: Class 2 contains 150322 members 
Entering Unmasked Estep 
Score: -39721188.000000 Penalty: 6230.356445
	Iteration 2Q: 3 clusters Score -3.972119e+07 nChanged 8312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131473 members 
Mstep: Class 2 contains 153800 members 
Entering Unmasked Estep 
Score: -39723496.000000 Penalty: 6230.356445
	Iteration 3Q: 3 clusters Score -3.97235e+07 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126226 members 
Mstep: Class 2 contains 159047 members 
Entering Unmasked Estep 
Score: -39726552.000000 Penalty: 6230.356445
	Iteration 4Q: 3 clusters Score -3.972655e+07 nChanged 12162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118496 members 
Mstep: Class 2 contains 166777 members 
Entering Unmasked Estep 
Score: -39731828.000000 Penalty: 6230.356445
	Iteration 5Q: 3 clusters Score -3.973183e+07 nChanged 14869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107439 members 
Mstep: Class 2 contains 177834 members 
Entering Unmasked Estep 
Score: -39739868.000000 Penalty: 6230.356445
	Iteration 6F: 3 clusters Score -3.973987e+07 nChanged 17625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92678 members 
Mstep: Class 2 contains 192595 members 
Entering Unmasked Estep 
Score: -39751884.000000 Penalty: 6230.356445
	Iteration 7F: 3 clusters Score -3.975188e+07 nChanged 19752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74728 members 
Mstep: Class 2 contains 210545 members 
Entering Unmasked Estep 
Score: -39766588.000000 Penalty: 6230.356445
	Iteration 8F: 3 clusters Score -3.976659e+07 nChanged 19282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 228991 members 
Entering Unmasked Estep 
Score: -39780828.000000 Penalty: 6230.356445
	Iteration 9F: 3 clusters Score -3.978083e+07 nChanged 16969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 245694 members 
Entering Unmasked Estep 
Score: -39791224.000000 Penalty: 6230.356445
	Iteration 10F: 3 clusters Score -3.979122e+07 nChanged 12511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 258059 members 
Entering Unmasked Estep 
Score: -39794460.000000 Penalty: 6230.356445
	Iteration 11Q: 3 clusters Score -3.979446e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 266308 members 
Entering Unmasked Estep 
Score: -39794584.000000 Penalty: 6230.356445
	Iteration 12Q: 3 clusters Score -3.979458e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 271538 members 
Entering Unmasked Estep 
Score: -39792756.000000 Penalty: 6230.356445
	Iteration 13Q: 3 clusters Score -3.979276e+07 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 274875 members 
Entering Unmasked Estep 
Score: -39791636.000000 Penalty: 6230.356445
	Iteration 14Q: 3 clusters Score -3.979164e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 277071 members 
Entering Unmasked Estep 
Score: -39791012.000000 Penalty: 6230.356445
	Iteration 15Q: 3 clusters Score -3.979101e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 278528 members 
Entering Unmasked Estep 
Score: -39790388.000000 Penalty: 6230.356445
	Iteration 16Q: 3 clusters Score -3.979039e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 279494 members 
Entering Unmasked Estep 
Score: -39789936.000000 Penalty: 6230.356445
	Iteration 17Q: 3 clusters Score -3.978994e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 280169 members 
Entering Unmasked Estep 
Score: -39789424.000000 Penalty: 6230.356445
	Iteration 18Q: 3 clusters Score -3.978942e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 280638 members 
Entering Unmasked Estep 
Score: -39789332.000000 Penalty: 6230.356445
	Iteration 19Q: 3 clusters Score -3.978933e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 281010 members 
Entering Unmasked Estep 
Score: -39788960.000000 Penalty: 6230.356445
	Iteration 20F: 3 clusters Score -3.978896e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 281275 members 
Entering Unmasked Estep 
Score: -39788680.000000 Penalty: 6230.356445
	Iteration 21Q: 3 clusters Score -3.978868e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 281503 members 
Entering Unmasked Estep 
Score: -39788476.000000 Penalty: 6230.356445
	Iteration 22Q: 3 clusters Score -3.978848e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 281693 members 
Entering Unmasked Estep 
Score: -39788300.000000 Penalty: 6230.356445
	Iteration 23Q: 3 clusters Score -3.97883e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 281827 members 
Entering Unmasked Estep 
Score: -39788276.000000 Penalty: 6230.356445
	Iteration 24Q: 3 clusters Score -3.978828e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 281923 members 
Entering Unmasked Estep 
Score: -39788204.000000 Penalty: 6230.356445
	Iteration 25Q: 3 clusters Score -3.97882e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 282012 members 
Entering Unmasked Estep 
Score: -39788144.000000 Penalty: 6230.356445
	Iteration 26Q: 3 clusters Score -3.978814e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 282098 members 
Entering Unmasked Estep 
Score: -39788124.000000 Penalty: 6230.356445
	Iteration 27Q: 3 clusters Score -3.978812e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 282161 members 
Entering Unmasked Estep 
Score: -39788116.000000 Penalty: 6230.356445
	Iteration 28Q: 3 clusters Score -3.978812e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 282203 members 
Entering Unmasked Estep 
Score: -39788100.000000 Penalty: 6230.356445
	Iteration 29Q: 3 clusters Score -3.97881e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 282244 members 
Entering Unmasked Estep 
Score: -39788032.000000 Penalty: 6230.356445
	Iteration 30Q: 3 clusters Score -3.978803e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 282278 members 
Entering Unmasked Estep 
Score: -39788048.000000 Penalty: 6230.356445
	Iteration 31Q: 3 clusters Score -3.978805e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 282305 members 
Entering Unmasked Estep 
Score: -39788020.000000 Penalty: 6230.356445
	Iteration 32Q: 3 clusters Score -3.978802e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 282333 members 
Entering Unmasked Estep 
Score: -39787988.000000 Penalty: 6230.356445
	Iteration 33Q: 3 clusters Score -3.978799e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 282351 members 
Entering Unmasked Estep 
Score: -39787972.000000 Penalty: 6230.356445
	Iteration 34Q: 3 clusters Score -3.978797e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 282363 members 
Entering Unmasked Estep 
Score: -39787984.000000 Penalty: 6230.356445
	Iteration 35Q: 3 clusters Score -3.978798e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 282376 members 
Entering Unmasked Estep 
Score: -39788012.000000 Penalty: 6230.356445
	Iteration 36Q: 3 clusters Score -3.978801e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 282388 members 
Entering Unmasked Estep 
Score: -39788004.000000 Penalty: 6230.356445
	Iteration 37Q: 3 clusters Score -3.9788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 282392 members 
Entering Unmasked Estep 
Score: -39788056.000000 Penalty: 6230.356445
	Iteration 38Q: 3 clusters Score -3.978806e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 282396 members 
Entering Unmasked Estep 
Score: -39788012.000000 Penalty: 6230.356445
	Iteration 39Q: 3 clusters Score -3.978801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 282399 members 
Entering Unmasked Estep 
Score: -39788000.000000 Penalty: 6230.356445
	Iteration 40F: 3 clusters Score -3.9788e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 282401 members 
Entering Unmasked Estep 
Score: -39788012.000000 Penalty: 6230.356445
	Iteration 41Q: 3 clusters Score -3.978801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 282399 members 
Entering Unmasked Estep 
Score: -39788008.000000 Penalty: 6230.356445
	Iteration 42Q: 3 clusters Score -3.978801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 282404 members 
Entering Unmasked Estep 
Score: -39787988.000000 Penalty: 6230.356445
	Iteration 43Q: 3 clusters Score -3.978799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 282412 members 
Entering Unmasked Estep 
Score: -39788012.000000 Penalty: 6230.356445
	Iteration 44Q: 3 clusters Score -3.978801e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 282418 members 
Entering Unmasked Estep 
Score: -39788020.000000 Penalty: 6230.356445
	Iteration 45Q: 3 clusters Score -3.978802e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 282426 members 
Entering Unmasked Estep 
Score: -39788000.000000 Penalty: 6230.356445
	Iteration 46Q: 3 clusters Score -3.9788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 282432 members 
Entering Unmasked Estep 
Score: -39788032.000000 Penalty: 6230.356445
	Iteration 47Q: 3 clusters Score -3.978803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 282435 members 
Entering Unmasked Estep 
Score: -39788028.000000 Penalty: 6230.356445
	Iteration 48Q: 3 clusters Score -3.978803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 282437 members 
Entering Unmasked Estep 
Score: -39788032.000000 Penalty: 6230.356445
	Iteration 49Q: 3 clusters Score -3.978803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 282436 members 
Entering Unmasked Estep 
Score: -39788024.000000 Penalty: 6230.356445
	Iteration 50Q: 3 clusters Score -3.978802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 282436 members 
Entering Unmasked Estep 
Score: -39788024.000000 Penalty: 6230.356445
	Iteration 51F: 3 clusters Score -3.978802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 171406 members 
Mstep: Class 3 contains 34920 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52363 members 
Mstep: Class 7 contains 66253 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 2837 members 
Mstep: Class 10 contains 29166 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20393 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20536 members 
Mstep: Class 19 contains 15200 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20403 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11194 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Mstep: Class 31 contains 282436 members 
Entering Unmasked Estep 
Score: -122220392.000000 Penalty: 105461.679688
Splitting cluster 9 changes total score from -122220664.000000 to -122220392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (29166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Entering Unmasked Estep 
Score: -3935844.500000 Penalty: 2549.628174
	Iteration 0F: 2 clusters Score -3935844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3915872.750000 Penalty: 5099.256348
	Iteration 0F: 3 clusters Score -3915873 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -3923073.000000 Penalty: 5099.256348
	Iteration 1F: 3 clusters Score -3923073 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3923680.500000 Penalty: 5099.256348
	Iteration 2F: 3 clusters Score -3923680 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3924383.000000 Penalty: 5099.256348
	Iteration 3F: 3 clusters Score -3924383 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3925279.250000 Penalty: 5099.256348
	Iteration 4F: 3 clusters Score -3925279 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -3926407.500000 Penalty: 5099.256348
	Iteration 5F: 3 clusters Score -3926408 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -3927512.750000 Penalty: 5099.256348
	Iteration 6F: 3 clusters Score -3927513 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -3928514.500000 Penalty: 5099.256348
	Iteration 7F: 3 clusters Score -3928514 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -3929303.000000 Penalty: 5099.256348
	Iteration 8F: 3 clusters Score -3929303 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3929880.250000 Penalty: 5099.256348
	Iteration 9Q: 3 clusters Score -3929880 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -3930274.000000 Penalty: 5099.256348
	Iteration 10Q: 3 clusters Score -3930274 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -3930608.500000 Penalty: 5099.256348
	Iteration 11Q: 3 clusters Score -3930608 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -3930877.750000 Penalty: 5099.256348
	Iteration 12Q: 3 clusters Score -3930878 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -3931140.750000 Penalty: 5099.256348
	Iteration 13Q: 3 clusters Score -3931141 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3931427.250000 Penalty: 5099.256348
	Iteration 14Q: 3 clusters Score -3931427 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -3931742.000000 Penalty: 5099.256348
	Iteration 15Q: 3 clusters Score -3931742 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -3932032.250000 Penalty: 5099.256348
	Iteration 16Q: 3 clusters Score -3932032 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3932332.500000 Penalty: 5099.256348
	Iteration 17Q: 3 clusters Score -3932332 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3932576.250000 Penalty: 5099.256348
	Iteration 18Q: 3 clusters Score -3932576 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -3932806.000000 Penalty: 5099.256348
	Iteration 19Q: 3 clusters Score -3932806 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3932996.750000 Penalty: 5099.256348
	Iteration 20F: 3 clusters Score -3932997 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -3933162.250000 Penalty: 5099.256348
	Iteration 21Q: 3 clusters Score -3933162 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 27684 members 
Entering Unmasked Estep 
Score: -3933316.000000 Penalty: 5099.256348
	Iteration 22Q: 3 clusters Score -3933316 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -3933418.500000 Penalty: 5099.256348
	Iteration 23Q: 3 clusters Score -3933418 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -3933531.000000 Penalty: 5099.256348
	Iteration 24Q: 3 clusters Score -3933531 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -3933610.500000 Penalty: 5099.256348
	Iteration 25Q: 3 clusters Score -3933610 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3933649.000000 Penalty: 5099.256348
	Iteration 26Q: 3 clusters Score -3933649 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3933697.000000 Penalty: 5099.256348
	Iteration 27Q: 3 clusters Score -3933697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -3933712.750000 Penalty: 5099.256348
	Iteration 28Q: 3 clusters Score -3933713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -3933738.000000 Penalty: 5099.256348
	Iteration 29Q: 3 clusters Score -3933738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -3933759.500000 Penalty: 5099.256348
	Iteration 30Q: 3 clusters Score -3933760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -3933779.750000 Penalty: 5099.256348
	Iteration 31Q: 3 clusters Score -3933780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3933792.250000 Penalty: 5099.256348
	Iteration 32Q: 3 clusters Score -3933792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -3933798.000000 Penalty: 5099.256348
	Iteration 33Q: 3 clusters Score -3933798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -3933810.000000 Penalty: 5099.256348
	Iteration 34Q: 3 clusters Score -3933810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -3933814.500000 Penalty: 5099.256348
	Iteration 35Q: 3 clusters Score -3933814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 28427 members 
Entering Unmasked Estep 
Score: -3933824.250000 Penalty: 5099.256348
	Iteration 36Q: 3 clusters Score -3933824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -3933831.750000 Penalty: 5099.256348
	Iteration 37Q: 3 clusters Score -3933832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -3933834.500000 Penalty: 5099.256348
	Iteration 38Q: 3 clusters Score -3933834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -3933838.250000 Penalty: 5099.256348
	Iteration 39Q: 3 clusters Score -3933838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -3933838.750000 Penalty: 5099.256348
	Iteration 40F: 3 clusters Score -3933839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3933840.500000 Penalty: 5099.256348
	Iteration 41Q: 3 clusters Score -3933840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 28449 members 
Entering Unmasked Estep 
Score: -3933840.500000 Penalty: 5099.256348
	Iteration 42F: 3 clusters Score -3933840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -31429.355469 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -31429.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30221.841797 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -30221.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30362.685547 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -30362.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -30455.078125 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -30455.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30462.814453 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -30462.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30462.814453 Penalty: 2776.817383
	Iteration 4F: 3 clusters Score -30462.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Entering Unmasked Estep 
Score: -2190291.500000 Penalty: 2395.192627
	Iteration 0F: 2 clusters Score -2190292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2178985.500000 Penalty: 4790.385254
	Iteration 0F: 3 clusters Score -2178986 nChanged 6775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2182525.000000 Penalty: 4790.385254
	Iteration 1F: 3 clusters Score -2182525 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2182875.000000 Penalty: 4790.385254
	Iteration 2F: 3 clusters Score -2182875 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2183160.250000 Penalty: 4790.385254
	Iteration 3Q: 3 clusters Score -2183160 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2183414.000000 Penalty: 4790.385254
	Iteration 4Q: 3 clusters Score -2183414 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -2183642.000000 Penalty: 4790.385254
	Iteration 5Q: 3 clusters Score -2183642 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2183879.250000 Penalty: 4790.385254
	Iteration 6Q: 3 clusters Score -2183879 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2184150.750000 Penalty: 4790.385254
	Iteration 7Q: 3 clusters Score -2184151 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2184469.250000 Penalty: 4790.385254
	Iteration 8Q: 3 clusters Score -2184469 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2184862.250000 Penalty: 4790.385254
	Iteration 9Q: 3 clusters Score -2184862 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2185346.750000 Penalty: 4790.385254
	Iteration 10Q: 3 clusters Score -2185347 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2185951.250000 Penalty: 4790.385254
	Iteration 11F: 3 clusters Score -2185951 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2186569.250000 Penalty: 4790.385254
	Iteration 12Q: 3 clusters Score -2186569 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2187083.000000 Penalty: 4790.385254
	Iteration 13Q: 3 clusters Score -2187083 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2187486.750000 Penalty: 4790.385254
	Iteration 14Q: 3 clusters Score -2187487 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -2187734.250000 Penalty: 4790.385254
	Iteration 15Q: 3 clusters Score -2187734 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2187889.250000 Penalty: 4790.385254
	Iteration 16Q: 3 clusters Score -2187889 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2187994.500000 Penalty: 4790.385254
	Iteration 17Q: 3 clusters Score -2187994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2188053.500000 Penalty: 4790.385254
	Iteration 18Q: 3 clusters Score -2188054 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2188094.750000 Penalty: 4790.385254
	Iteration 19Q: 3 clusters Score -2188095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2188128.000000 Penalty: 4790.385254
	Iteration 20F: 3 clusters Score -2188128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2188147.250000 Penalty: 4790.385254
	Iteration 21Q: 3 clusters Score -2188147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2188155.250000 Penalty: 4790.385254
	Iteration 22Q: 3 clusters Score -2188155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2188167.750000 Penalty: 4790.385254
	Iteration 23Q: 3 clusters Score -2188168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2188169.250000 Penalty: 4790.385254
	Iteration 24Q: 3 clusters Score -2188169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2188169.750000 Penalty: 4790.385254
	Iteration 25Q: 3 clusters Score -2188170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2188169.750000 Penalty: 4790.385254
	Iteration 26F: 3 clusters Score -2188170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Entering Unmasked Estep 
Score: -5618752.000000 Penalty: 2640.041748
	Iteration 0F: 2 clusters Score -5618752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -5590245.500000 Penalty: 5280.083496
	Iteration 0F: 3 clusters Score -5590246 nChanged 19315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -5600970.500000 Penalty: 5280.083496
	Iteration 1F: 3 clusters Score -5600970 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -5601580.500000 Penalty: 5280.083496
	Iteration 2Q: 3 clusters Score -5601580 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -5602279.000000 Penalty: 5280.083496
	Iteration 3Q: 3 clusters Score -5602279 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -5603079.500000 Penalty: 5280.083496
	Iteration 4Q: 3 clusters Score -5603080 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -5604101.500000 Penalty: 5280.083496
	Iteration 5Q: 3 clusters Score -5604102 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -5605133.500000 Penalty: 5280.083496
	Iteration 6Q: 3 clusters Score -5605134 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -5606149.000000 Penalty: 5280.083496
	Iteration 7Q: 3 clusters Score -5606149 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -5607081.500000 Penalty: 5280.083496
	Iteration 8Q: 3 clusters Score -5607082 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -5607910.000000 Penalty: 5280.083496
	Iteration 9Q: 3 clusters Score -5607910 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -5608702.500000 Penalty: 5280.083496
	Iteration 10Q: 3 clusters Score -5608702 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -5609585.000000 Penalty: 5280.083496
	Iteration 11Q: 3 clusters Score -5609585 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -5610354.000000 Penalty: 5280.083496
	Iteration 12Q: 3 clusters Score -5610354 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -5610991.000000 Penalty: 5280.083496
	Iteration 13Q: 3 clusters Score -5610991 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5611441.000000 Penalty: 5280.083496
	Iteration 14Q: 3 clusters Score -5611441 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -5611704.500000 Penalty: 5280.083496
	Iteration 15Q: 3 clusters Score -5611704 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -5611875.500000 Penalty: 5280.083496
	Iteration 16Q: 3 clusters Score -5611876 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -5612009.000000 Penalty: 5280.083496
	Iteration 17Q: 3 clusters Score -5612009 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -5612150.000000 Penalty: 5280.083496
	Iteration 18Q: 3 clusters Score -5612150 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -5612263.000000 Penalty: 5280.083496
	Iteration 19Q: 3 clusters Score -5612263 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -5612329.500000 Penalty: 5280.083496
	Iteration 20F: 3 clusters Score -5612330 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -5612424.500000 Penalty: 5280.083496
	Iteration 21Q: 3 clusters Score -5612424 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -5612484.500000 Penalty: 5280.083496
	Iteration 22Q: 3 clusters Score -5612484 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -5612575.500000 Penalty: 5280.083496
	Iteration 23Q: 3 clusters Score -5612576 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -5612677.000000 Penalty: 5280.083496
	Iteration 24Q: 3 clusters Score -5612677 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -5612742.500000 Penalty: 5280.083496
	Iteration 25Q: 3 clusters Score -5612742 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -5612814.000000 Penalty: 5280.083496
	Iteration 26Q: 3 clusters Score -5612814 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -5612872.500000 Penalty: 5280.083496
	Iteration 27Q: 3 clusters Score -5612872 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -5612947.000000 Penalty: 5280.083496
	Iteration 28Q: 3 clusters Score -5612947 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -5613003.500000 Penalty: 5280.083496
	Iteration 29Q: 3 clusters Score -5613004 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -5613027.000000 Penalty: 5280.083496
	Iteration 30Q: 3 clusters Score -5613027 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -5613074.500000 Penalty: 5280.083496
	Iteration 31Q: 3 clusters Score -5613074 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -5613145.500000 Penalty: 5280.083496
	Iteration 32Q: 3 clusters Score -5613146 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -5613196.000000 Penalty: 5280.083496
	Iteration 33Q: 3 clusters Score -5613196 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -5613290.500000 Penalty: 5280.083496
	Iteration 34Q: 3 clusters Score -5613290 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 26227 members 
Entering Unmasked Estep 
Score: -5613408.000000 Penalty: 5280.083496
	Iteration 35Q: 3 clusters Score -5613408 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -5613502.500000 Penalty: 5280.083496
	Iteration 36Q: 3 clusters Score -5613502 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -5613606.000000 Penalty: 5280.083496
	Iteration 37Q: 3 clusters Score -5613606 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -5613742.500000 Penalty: 5280.083496
	Iteration 38Q: 3 clusters Score -5613742 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -5613861.500000 Penalty: 5280.083496
	Iteration 39Q: 3 clusters Score -5613862 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -5614053.500000 Penalty: 5280.083496
	Iteration 40F: 3 clusters Score -5614054 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -5614211.000000 Penalty: 5280.083496
	Iteration 41Q: 3 clusters Score -5614211 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -5614387.000000 Penalty: 5280.083496
	Iteration 42Q: 3 clusters Score -5614387 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 30104 members 
Entering Unmasked Estep 
Score: -5614563.500000 Penalty: 5280.083496
	Iteration 43Q: 3 clusters Score -5614564 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -5614782.000000 Penalty: 5280.083496
	Iteration 44Q: 3 clusters Score -5614782 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -5615028.000000 Penalty: 5280.083496
	Iteration 45Q: 3 clusters Score -5615028 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -5615282.500000 Penalty: 5280.083496
	Iteration 46Q: 3 clusters Score -5615282 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 32608 members 
Entering Unmasked Estep 
Score: -5615521.000000 Penalty: 5280.083496
	Iteration 47Q: 3 clusters Score -5615521 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -5615843.500000 Penalty: 5280.083496
	Iteration 48Q: 3 clusters Score -5615844 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -5616185.000000 Penalty: 5280.083496
	Iteration 49Q: 3 clusters Score -5616185 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -5616476.500000 Penalty: 5280.083496
	Iteration 50Q: 3 clusters Score -5616476 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -5616839.000000 Penalty: 5280.083496
	Iteration 51Q: 3 clusters Score -5616839 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -5617172.000000 Penalty: 5280.083496
	Iteration 52Q: 3 clusters Score -5617172 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -5617403.000000 Penalty: 5280.083496
	Iteration 53Q: 3 clusters Score -5617403 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 36837 members 
Entering Unmasked Estep 
Score: -5617588.500000 Penalty: 5280.083496
	Iteration 54Q: 3 clusters Score -5617588 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -5617734.000000 Penalty: 5280.083496
	Iteration 55Q: 3 clusters Score -5617734 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -5617814.000000 Penalty: 5280.083496
	Iteration 56Q: 3 clusters Score -5617814 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5617884.500000 Penalty: 5280.083496
	Iteration 57Q: 3 clusters Score -5617884 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -5617945.500000 Penalty: 5280.083496
	Iteration 58Q: 3 clusters Score -5617946 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -5617983.500000 Penalty: 5280.083496
	Iteration 59Q: 3 clusters Score -5617984 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 38094 members 
Entering Unmasked Estep 
Score: -5618017.500000 Penalty: 5280.083496
	Iteration 60F: 3 clusters Score -5618018 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -5618026.000000 Penalty: 5280.083496
	Iteration 61Q: 3 clusters Score -5618026 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -5618042.000000 Penalty: 5280.083496
	Iteration 62Q: 3 clusters Score -5618042 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -5618054.500000 Penalty: 5280.083496
	Iteration 63Q: 3 clusters Score -5618054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -5618060.000000 Penalty: 5280.083496
	Iteration 64Q: 3 clusters Score -5618060 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -5618066.000000 Penalty: 5280.083496
	Iteration 65Q: 3 clusters Score -5618066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -5618067.500000 Penalty: 5280.083496
	Iteration 66Q: 3 clusters Score -5618068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -5618075.500000 Penalty: 5280.083496
	Iteration 67Q: 3 clusters Score -5618076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 38485 members 
Entering Unmasked Estep 
Score: -5618078.500000 Penalty: 5280.083496
	Iteration 68Q: 3 clusters Score -5618078 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -5618083.500000 Penalty: 5280.083496
	Iteration 69Q: 3 clusters Score -5618084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -5618087.000000 Penalty: 5280.083496
	Iteration 70Q: 3 clusters Score -5618087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -5618094.000000 Penalty: 5280.083496
	Iteration 71Q: 3 clusters Score -5618094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -5618095.500000 Penalty: 5280.083496
	Iteration 72Q: 3 clusters Score -5618096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -5618098.000000 Penalty: 5280.083496
	Iteration 73Q: 3 clusters Score -5618098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -5618101.000000 Penalty: 5280.083496
	Iteration 74Q: 3 clusters Score -5618101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -5618094.500000 Penalty: 5280.083496
	Iteration 75Q: 3 clusters Score -5618094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -5618099.500000 Penalty: 5280.083496
	Iteration 76Q: 3 clusters Score -5618100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -5618096.500000 Penalty: 5280.083496
	Iteration 77Q: 3 clusters Score -5618096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -5618100.000000 Penalty: 5280.083496
	Iteration 78Q: 3 clusters Score -5618100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -5618104.000000 Penalty: 5280.083496
	Iteration 79Q: 3 clusters Score -5618104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -5618101.500000 Penalty: 5280.083496
	Iteration 80F: 3 clusters Score -5618102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -5618101.000000 Penalty: 5280.083496
	Iteration 81Q: 3 clusters Score -5618101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 38608 members 
Entering Unmasked Estep 
Score: -5618107.000000 Penalty: 5280.083496
	Iteration 82Q: 3 clusters Score -5618107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -5618107.000000 Penalty: 5280.083496
	Iteration 83Q: 3 clusters Score -5618107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -5618103.500000 Penalty: 5280.083496
	Iteration 84Q: 3 clusters Score -5618104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 38627 members 
Entering Unmasked Estep 
Score: -5618108.000000 Penalty: 5280.083496
	Iteration 85Q: 3 clusters Score -5618108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 38628 members 
Entering Unmasked Estep 
Score: -5618104.000000 Penalty: 5280.083496
	Iteration 86Q: 3 clusters Score -5618104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -5618104.500000 Penalty: 5280.083496
	Iteration 87Q: 3 clusters Score -5618104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -5618110.000000 Penalty: 5280.083496
	Iteration 88Q: 3 clusters Score -5618110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -5618110.000000 Penalty: 5280.083496
	Iteration 89F: 3 clusters Score -5618110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Entering Unmasked Estep 
Score: -1487976.750000 Penalty: 2327.367188
	Iteration 0F: 2 clusters Score -1487977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1479080.875000 Penalty: 4654.734375
	Iteration 0F: 3 clusters Score -1479081 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1481934.625000 Penalty: 4654.734375
	Iteration 1F: 3 clusters Score -1481935 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1482409.875000 Penalty: 4654.734375
	Iteration 2F: 3 clusters Score -1482410 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1482795.750000 Penalty: 4654.734375
	Iteration 3F: 3 clusters Score -1482796 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1483186.500000 Penalty: 4654.734375
	Iteration 4F: 3 clusters Score -1483186 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1483596.125000 Penalty: 4654.734375
	Iteration 5F: 3 clusters Score -1483596 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1483991.625000 Penalty: 4654.734375
	Iteration 6Q: 3 clusters Score -1483992 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1484360.125000 Penalty: 4654.734375
	Iteration 7Q: 3 clusters Score -1484360 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1484691.000000 Penalty: 4654.734375
	Iteration 8Q: 3 clusters Score -1484691 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1484933.500000 Penalty: 4654.734375
	Iteration 9Q: 3 clusters Score -1484934 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1485173.125000 Penalty: 4654.734375
	Iteration 10Q: 3 clusters Score -1485173 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1485377.875000 Penalty: 4654.734375
	Iteration 11Q: 3 clusters Score -1485378 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1485550.750000 Penalty: 4654.734375
	Iteration 12Q: 3 clusters Score -1485551 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1485673.500000 Penalty: 4654.734375
	Iteration 13Q: 3 clusters Score -1485674 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1485765.875000 Penalty: 4654.734375
	Iteration 14Q: 3 clusters Score -1485766 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1485837.250000 Penalty: 4654.734375
	Iteration 15Q: 3 clusters Score -1485837 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1485885.750000 Penalty: 4654.734375
	Iteration 16Q: 3 clusters Score -1485886 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1485933.875000 Penalty: 4654.734375
	Iteration 17Q: 3 clusters Score -1485934 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1485975.750000 Penalty: 4654.734375
	Iteration 18Q: 3 clusters Score -1485976 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1486020.750000 Penalty: 4654.734375
	Iteration 19Q: 3 clusters Score -1486021 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1486063.875000 Penalty: 4654.734375
	Iteration 20F: 3 clusters Score -1486064 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1486093.000000 Penalty: 4654.734375
	Iteration 21Q: 3 clusters Score -1486093 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1486116.875000 Penalty: 4654.734375
	Iteration 22Q: 3 clusters Score -1486117 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1486152.125000 Penalty: 4654.734375
	Iteration 23Q: 3 clusters Score -1486152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1486183.375000 Penalty: 4654.734375
	Iteration 24Q: 3 clusters Score -1486183 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1486201.250000 Penalty: 4654.734375
	Iteration 25Q: 3 clusters Score -1486201 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1486217.750000 Penalty: 4654.734375
	Iteration 26Q: 3 clusters Score -1486218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1486227.750000 Penalty: 4654.734375
	Iteration 27Q: 3 clusters Score -1486228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1486234.500000 Penalty: 4654.734375
	Iteration 28Q: 3 clusters Score -1486234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1486235.250000 Penalty: 4654.734375
	Iteration 29Q: 3 clusters Score -1486235 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -1486248.875000 Penalty: 4654.734375
	Iteration 30Q: 3 clusters Score -1486249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -1486253.250000 Penalty: 4654.734375
	Iteration 31Q: 3 clusters Score -1486253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1486263.500000 Penalty: 4654.734375
	Iteration 32Q: 3 clusters Score -1486264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1486270.625000 Penalty: 4654.734375
	Iteration 33Q: 3 clusters Score -1486271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1486280.375000 Penalty: 4654.734375
	Iteration 34Q: 3 clusters Score -1486280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1486291.625000 Penalty: 4654.734375
	Iteration 35Q: 3 clusters Score -1486292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1486304.625000 Penalty: 4654.734375
	Iteration 36Q: 3 clusters Score -1486305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1486315.375000 Penalty: 4654.734375
	Iteration 37Q: 3 clusters Score -1486315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1486316.625000 Penalty: 4654.734375
	Iteration 38Q: 3 clusters Score -1486317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1486329.500000 Penalty: 4654.734375
	Iteration 39Q: 3 clusters Score -1486330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1486330.250000 Penalty: 4654.734375
	Iteration 40F: 3 clusters Score -1486330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1486339.875000 Penalty: 4654.734375
	Iteration 41Q: 3 clusters Score -1486340 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1486344.250000 Penalty: 4654.734375
	Iteration 42Q: 3 clusters Score -1486344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1486347.500000 Penalty: 4654.734375
	Iteration 43Q: 3 clusters Score -1486348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1486354.375000 Penalty: 4654.734375
	Iteration 44Q: 3 clusters Score -1486354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1486353.750000 Penalty: 4654.734375
	Iteration 45Q: 3 clusters Score -1486354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1486363.500000 Penalty: 4654.734375
	Iteration 46Q: 3 clusters Score -1486364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1486368.250000 Penalty: 4654.734375
	Iteration 47Q: 3 clusters Score -1486368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1486370.125000 Penalty: 4654.734375
	Iteration 48Q: 3 clusters Score -1486370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1486375.500000 Penalty: 4654.734375
	Iteration 49Q: 3 clusters Score -1486376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -1486379.125000 Penalty: 4654.734375
	Iteration 50Q: 3 clusters Score -1486379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1486391.500000 Penalty: 4654.734375
	Iteration 51Q: 3 clusters Score -1486392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1486403.750000 Penalty: 4654.734375
	Iteration 52Q: 3 clusters Score -1486404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1486411.500000 Penalty: 4654.734375
	Iteration 53Q: 3 clusters Score -1486412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1486418.625000 Penalty: 4654.734375
	Iteration 54Q: 3 clusters Score -1486419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1486423.375000 Penalty: 4654.734375
	Iteration 55Q: 3 clusters Score -1486423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1486433.125000 Penalty: 4654.734375
	Iteration 56Q: 3 clusters Score -1486433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1486435.625000 Penalty: 4654.734375
	Iteration 57Q: 3 clusters Score -1486436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1486439.125000 Penalty: 4654.734375
	Iteration 58Q: 3 clusters Score -1486439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1486443.500000 Penalty: 4654.734375
	Iteration 59Q: 3 clusters Score -1486444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1486444.125000 Penalty: 4654.734375
	Iteration 60F: 3 clusters Score -1486444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1486448.750000 Penalty: 4654.734375
	Iteration 61Q: 3 clusters Score -1486449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -1486458.375000 Penalty: 4654.734375
	Iteration 62Q: 3 clusters Score -1486458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1486465.250000 Penalty: 4654.734375
	Iteration 63Q: 3 clusters Score -1486465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1486467.625000 Penalty: 4654.734375
	Iteration 64Q: 3 clusters Score -1486468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1486472.500000 Penalty: 4654.734375
	Iteration 65Q: 3 clusters Score -1486472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1486476.125000 Penalty: 4654.734375
	Iteration 66Q: 3 clusters Score -1486476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1486485.625000 Penalty: 4654.734375
	Iteration 67Q: 3 clusters Score -1486486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1486484.375000 Penalty: 4654.734375
	Iteration 68Q: 3 clusters Score -1486484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -1486488.750000 Penalty: 4654.734375
	Iteration 69Q: 3 clusters Score -1486489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1486488.250000 Penalty: 4654.734375
	Iteration 70Q: 3 clusters Score -1486488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -1486489.500000 Penalty: 4654.734375
	Iteration 71Q: 3 clusters Score -1486490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1486488.500000 Penalty: 4654.734375
	Iteration 72Q: 3 clusters Score -1486488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1486489.875000 Penalty: 4654.734375
	Iteration 73Q: 3 clusters Score -1486490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1486495.250000 Penalty: 4654.734375
	Iteration 74Q: 3 clusters Score -1486495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1486493.375000 Penalty: 4654.734375
	Iteration 75Q: 3 clusters Score -1486493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1486493.125000 Penalty: 4654.734375
	Iteration 76Q: 3 clusters Score -1486493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1486492.375000 Penalty: 4654.734375
	Iteration 77Q: 3 clusters Score -1486492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1486493.250000 Penalty: 4654.734375
	Iteration 78Q: 3 clusters Score -1486493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1486493.125000 Penalty: 4654.734375
	Iteration 79Q: 3 clusters Score -1486493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1486492.750000 Penalty: 4654.734375
	Iteration 80F: 3 clusters Score -1486493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1486492.625000 Penalty: 4654.734375
	Iteration 81Q: 3 clusters Score -1486493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1486493.750000 Penalty: 4654.734375
	Iteration 82Q: 3 clusters Score -1486494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -1486493.750000 Penalty: 4654.734375
	Iteration 83F: 3 clusters Score -1486494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -23167.775391 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -23167.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -22060.621094 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -22060.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22105.707031 Penalty: 2612.857666
	Iteration 1Q: 3 clusters Score -22105.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -22140.500000 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -22140.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22163.425781 Penalty: 2612.857666
	Iteration 3Q: 3 clusters Score -22163.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -22203.443359 Penalty: 2612.857666
	Iteration 4Q: 3 clusters Score -22203.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22214.265625 Penalty: 2612.857666
	Iteration 5Q: 3 clusters Score -22214.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -22214.265625 Penalty: 2612.857666
	Iteration 6F: 3 clusters Score -22214.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Entering Unmasked Estep 
Score: -2833943.250000 Penalty: 2460.890869
	Iteration 0F: 2 clusters Score -2833943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -2819649.000000 Penalty: 4921.781738
	Iteration 0F: 3 clusters Score -2819649 nChanged 8971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2824317.000000 Penalty: 4921.781738
	Iteration 1F: 3 clusters Score -2824317 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2824744.750000 Penalty: 4921.781738
	Iteration 2F: 3 clusters Score -2824745 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2825055.000000 Penalty: 4921.781738
	Iteration 3Q: 3 clusters Score -2825055 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -2825322.250000 Penalty: 4921.781738
	Iteration 4Q: 3 clusters Score -2825322 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2825551.000000 Penalty: 4921.781738
	Iteration 5Q: 3 clusters Score -2825551 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2825763.500000 Penalty: 4921.781738
	Iteration 6Q: 3 clusters Score -2825764 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2825983.750000 Penalty: 4921.781738
	Iteration 7Q: 3 clusters Score -2825984 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2826232.250000 Penalty: 4921.781738
	Iteration 8Q: 3 clusters Score -2826232 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2826497.000000 Penalty: 4921.781738
	Iteration 9Q: 3 clusters Score -2826497 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -2826865.000000 Penalty: 4921.781738
	Iteration 10Q: 3 clusters Score -2826865 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -2827340.750000 Penalty: 4921.781738
	Iteration 11Q: 3 clusters Score -2827341 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -2827976.750000 Penalty: 4921.781738
	Iteration 12Q: 3 clusters Score -2827977 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2828659.500000 Penalty: 4921.781738
	Iteration 13Q: 3 clusters Score -2828660 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2829269.750000 Penalty: 4921.781738
	Iteration 14Q: 3 clusters Score -2829270 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2829678.000000 Penalty: 4921.781738
	Iteration 15Q: 3 clusters Score -2829678 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2829969.000000 Penalty: 4921.781738
	Iteration 16Q: 3 clusters Score -2829969 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2830157.500000 Penalty: 4921.781738
	Iteration 17Q: 3 clusters Score -2830158 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2830317.250000 Penalty: 4921.781738
	Iteration 18Q: 3 clusters Score -2830317 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2830444.250000 Penalty: 4921.781738
	Iteration 19Q: 3 clusters Score -2830444 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2830560.750000 Penalty: 4921.781738
	Iteration 20F: 3 clusters Score -2830561 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2830673.000000 Penalty: 4921.781738
	Iteration 21Q: 3 clusters Score -2830673 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2830793.500000 Penalty: 4921.781738
	Iteration 22Q: 3 clusters Score -2830794 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2830901.000000 Penalty: 4921.781738
	Iteration 23Q: 3 clusters Score -2830901 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2831021.000000 Penalty: 4921.781738
	Iteration 24Q: 3 clusters Score -2831021 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2831125.500000 Penalty: 4921.781738
	Iteration 25Q: 3 clusters Score -2831126 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2831222.000000 Penalty: 4921.781738
	Iteration 26Q: 3 clusters Score -2831222 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2831316.500000 Penalty: 4921.781738
	Iteration 27Q: 3 clusters Score -2831316 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -2831389.000000 Penalty: 4921.781738
	Iteration 28Q: 3 clusters Score -2831389 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2831461.250000 Penalty: 4921.781738
	Iteration 29Q: 3 clusters Score -2831461 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2831537.000000 Penalty: 4921.781738
	Iteration 30Q: 3 clusters Score -2831537 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2831587.250000 Penalty: 4921.781738
	Iteration 31Q: 3 clusters Score -2831587 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2831626.000000 Penalty: 4921.781738
	Iteration 32Q: 3 clusters Score -2831626 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2831653.000000 Penalty: 4921.781738
	Iteration 33Q: 3 clusters Score -2831653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2831670.750000 Penalty: 4921.781738
	Iteration 34Q: 3 clusters Score -2831671 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2831695.250000 Penalty: 4921.781738
	Iteration 35Q: 3 clusters Score -2831695 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2831720.250000 Penalty: 4921.781738
	Iteration 36Q: 3 clusters Score -2831720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2831735.500000 Penalty: 4921.781738
	Iteration 37Q: 3 clusters Score -2831736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2831753.000000 Penalty: 4921.781738
	Iteration 38Q: 3 clusters Score -2831753 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2831764.250000 Penalty: 4921.781738
	Iteration 39Q: 3 clusters Score -2831764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2831770.000000 Penalty: 4921.781738
	Iteration 40F: 3 clusters Score -2831770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2831782.250000 Penalty: 4921.781738
	Iteration 41Q: 3 clusters Score -2831782 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2831790.250000 Penalty: 4921.781738
	Iteration 42Q: 3 clusters Score -2831790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2831800.250000 Penalty: 4921.781738
	Iteration 43Q: 3 clusters Score -2831800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2831806.750000 Penalty: 4921.781738
	Iteration 44Q: 3 clusters Score -2831807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2831805.500000 Penalty: 4921.781738
	Iteration 45Q: 3 clusters Score -2831806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2831812.250000 Penalty: 4921.781738
	Iteration 46Q: 3 clusters Score -2831812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2831814.000000 Penalty: 4921.781738
	Iteration 47Q: 3 clusters Score -2831814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2831816.750000 Penalty: 4921.781738
	Iteration 48Q: 3 clusters Score -2831817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2831819.000000 Penalty: 4921.781738
	Iteration 49Q: 3 clusters Score -2831819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2831823.000000 Penalty: 4921.781738
	Iteration 50Q: 3 clusters Score -2831823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2831824.500000 Penalty: 4921.781738
	Iteration 51Q: 3 clusters Score -2831824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2831828.500000 Penalty: 4921.781738
	Iteration 52Q: 3 clusters Score -2831828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2831832.750000 Penalty: 4921.781738
	Iteration 53Q: 3 clusters Score -2831833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2831830.750000 Penalty: 4921.781738
	Iteration 54Q: 3 clusters Score -2831831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2831831.000000 Penalty: 4921.781738
	Iteration 55Q: 3 clusters Score -2831831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2831828.500000 Penalty: 4921.781738
	Iteration 56Q: 3 clusters Score -2831828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2831829.250000 Penalty: 4921.781738
	Iteration 57Q: 3 clusters Score -2831829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2831834.000000 Penalty: 4921.781738
	Iteration 58Q: 3 clusters Score -2831834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2831833.750000 Penalty: 4921.781738
	Iteration 59Q: 3 clusters Score -2831834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2831834.500000 Penalty: 4921.781738
	Iteration 60F: 3 clusters Score -2831834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2831833.000000 Penalty: 4921.781738
	Iteration 61Q: 3 clusters Score -2831833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2831833.500000 Penalty: 4921.781738
	Iteration 62Q: 3 clusters Score -2831834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2831841.000000 Penalty: 4921.781738
	Iteration 63Q: 3 clusters Score -2831841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2831844.000000 Penalty: 4921.781738
	Iteration 64Q: 3 clusters Score -2831844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2831838.500000 Penalty: 4921.781738
	Iteration 65Q: 3 clusters Score -2831838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2831847.000000 Penalty: 4921.781738
	Iteration 66Q: 3 clusters Score -2831847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2831849.250000 Penalty: 4921.781738
	Iteration 67Q: 3 clusters Score -2831849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2831848.250000 Penalty: 4921.781738
	Iteration 68Q: 3 clusters Score -2831848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2831856.250000 Penalty: 4921.781738
	Iteration 69Q: 3 clusters Score -2831856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2831853.250000 Penalty: 4921.781738
	Iteration 70Q: 3 clusters Score -2831853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2831862.250000 Penalty: 4921.781738
	Iteration 71Q: 3 clusters Score -2831862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2831867.500000 Penalty: 4921.781738
	Iteration 72Q: 3 clusters Score -2831868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2831864.750000 Penalty: 4921.781738
	Iteration 73Q: 3 clusters Score -2831865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2831864.750000 Penalty: 4921.781738
	Iteration 74Q: 3 clusters Score -2831865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2831864.750000 Penalty: 4921.781738
	Iteration 75F: 3 clusters Score -2831865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -1073218.875000 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -1073219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1067008.000000 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -1067008 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1068598.375000 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -1068598 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1068820.375000 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -1068820 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1068991.500000 Penalty: 4438.434082
	Iteration 3Q: 3 clusters Score -1068992 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1069135.875000 Penalty: 4438.434082
	Iteration 4Q: 3 clusters Score -1069136 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1069276.625000 Penalty: 4438.434082
	Iteration 5Q: 3 clusters Score -1069277 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1069429.750000 Penalty: 4438.434082
	Iteration 6Q: 3 clusters Score -1069430 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1069584.000000 Penalty: 4438.434082
	Iteration 7Q: 3 clusters Score -1069584 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1069736.875000 Penalty: 4438.434082
	Iteration 8Q: 3 clusters Score -1069737 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1069908.125000 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -1069908 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1070069.750000 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -1070070 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1070232.375000 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -1070232 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1070393.500000 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -1070394 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1070554.250000 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -1070554 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1070692.625000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -1070693 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1070786.250000 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -1070786 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1070866.125000 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -1070866 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1070921.500000 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -1070922 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1070976.125000 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -1070976 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1071017.625000 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -1071018 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1071065.375000 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -1071065 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1071093.750000 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -1071094 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1071120.500000 Penalty: 4438.434082
	Iteration 22Q: 3 clusters Score -1071120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1071151.125000 Penalty: 4438.434082
	Iteration 23Q: 3 clusters Score -1071151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1071179.250000 Penalty: 4438.434082
	Iteration 24Q: 3 clusters Score -1071179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1071191.875000 Penalty: 4438.434082
	Iteration 25Q: 3 clusters Score -1071192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1071199.125000 Penalty: 4438.434082
	Iteration 26Q: 3 clusters Score -1071199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1071205.500000 Penalty: 4438.434082
	Iteration 27Q: 3 clusters Score -1071206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1071211.625000 Penalty: 4438.434082
	Iteration 28Q: 3 clusters Score -1071212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1071217.750000 Penalty: 4438.434082
	Iteration 29Q: 3 clusters Score -1071218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1071222.375000 Penalty: 4438.434082
	Iteration 30Q: 3 clusters Score -1071222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1071224.625000 Penalty: 4438.434082
	Iteration 31Q: 3 clusters Score -1071225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1071229.500000 Penalty: 4438.434082
	Iteration 32Q: 3 clusters Score -1071230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1071233.750000 Penalty: 4438.434082
	Iteration 33Q: 3 clusters Score -1071234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1071238.250000 Penalty: 4438.434082
	Iteration 34Q: 3 clusters Score -1071238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1071242.625000 Penalty: 4438.434082
	Iteration 35Q: 3 clusters Score -1071243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1071244.750000 Penalty: 4438.434082
	Iteration 36Q: 3 clusters Score -1071245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1071249.500000 Penalty: 4438.434082
	Iteration 37Q: 3 clusters Score -1071250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1071251.625000 Penalty: 4438.434082
	Iteration 38Q: 3 clusters Score -1071252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1071254.500000 Penalty: 4438.434082
	Iteration 39Q: 3 clusters Score -1071254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1071252.875000 Penalty: 4438.434082
	Iteration 40F: 3 clusters Score -1071253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1071253.125000 Penalty: 4438.434082
	Iteration 41Q: 3 clusters Score -1071253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1071253.375000 Penalty: 4438.434082
	Iteration 42Q: 3 clusters Score -1071253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1071253.375000 Penalty: 4438.434082
	Iteration 43F: 3 clusters Score -1071253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Entering Unmasked Estep 
Score: -2820801.750000 Penalty: 2462.623779
	Iteration 0F: 2 clusters Score -2820802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2806437.250000 Penalty: 4925.247559
	Iteration 0F: 3 clusters Score -2806437 nChanged 9069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2811578.000000 Penalty: 4925.247559
	Iteration 1F: 3 clusters Score -2811578 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2812224.000000 Penalty: 4925.247559
	Iteration 2F: 3 clusters Score -2812224 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2812861.750000 Penalty: 4925.247559
	Iteration 3F: 3 clusters Score -2812862 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2813525.250000 Penalty: 4925.247559
	Iteration 4F: 3 clusters Score -2813525 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2814142.500000 Penalty: 4925.247559
	Iteration 5F: 3 clusters Score -2814142 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2814603.750000 Penalty: 4925.247559
	Iteration 6Q: 3 clusters Score -2814604 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2814966.750000 Penalty: 4925.247559
	Iteration 7Q: 3 clusters Score -2814967 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -2815233.000000 Penalty: 4925.247559
	Iteration 8Q: 3 clusters Score -2815233 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -2815459.500000 Penalty: 4925.247559
	Iteration 9Q: 3 clusters Score -2815460 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2815666.500000 Penalty: 4925.247559
	Iteration 10Q: 3 clusters Score -2815666 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2815866.500000 Penalty: 4925.247559
	Iteration 11Q: 3 clusters Score -2815866 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2816070.250000 Penalty: 4925.247559
	Iteration 12Q: 3 clusters Score -2816070 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2816295.250000 Penalty: 4925.247559
	Iteration 13Q: 3 clusters Score -2816295 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2816553.250000 Penalty: 4925.247559
	Iteration 14Q: 3 clusters Score -2816553 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2816789.750000 Penalty: 4925.247559
	Iteration 15Q: 3 clusters Score -2816790 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2817020.000000 Penalty: 4925.247559
	Iteration 16Q: 3 clusters Score -2817020 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2817218.000000 Penalty: 4925.247559
	Iteration 17Q: 3 clusters Score -2817218 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2817434.250000 Penalty: 4925.247559
	Iteration 18Q: 3 clusters Score -2817434 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2817591.000000 Penalty: 4925.247559
	Iteration 19Q: 3 clusters Score -2817591 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2817747.500000 Penalty: 4925.247559
	Iteration 20F: 3 clusters Score -2817748 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2817899.250000 Penalty: 4925.247559
	Iteration 21Q: 3 clusters Score -2817899 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2818049.250000 Penalty: 4925.247559
	Iteration 22Q: 3 clusters Score -2818049 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2818217.750000 Penalty: 4925.247559
	Iteration 23Q: 3 clusters Score -2818218 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2818424.500000 Penalty: 4925.247559
	Iteration 24Q: 3 clusters Score -2818424 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2818599.000000 Penalty: 4925.247559
	Iteration 25Q: 3 clusters Score -2818599 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2818785.250000 Penalty: 4925.247559
	Iteration 26Q: 3 clusters Score -2818785 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2818975.250000 Penalty: 4925.247559
	Iteration 27Q: 3 clusters Score -2818975 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2819115.500000 Penalty: 4925.247559
	Iteration 28Q: 3 clusters Score -2819116 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2819223.000000 Penalty: 4925.247559
	Iteration 29Q: 3 clusters Score -2819223 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2819312.500000 Penalty: 4925.247559
	Iteration 30Q: 3 clusters Score -2819312 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2819387.750000 Penalty: 4925.247559
	Iteration 31Q: 3 clusters Score -2819388 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2819437.250000 Penalty: 4925.247559
	Iteration 32Q: 3 clusters Score -2819437 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2819454.250000 Penalty: 4925.247559
	Iteration 33Q: 3 clusters Score -2819454 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2819488.500000 Penalty: 4925.247559
	Iteration 34Q: 3 clusters Score -2819488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2819498.250000 Penalty: 4925.247559
	Iteration 35Q: 3 clusters Score -2819498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2819509.250000 Penalty: 4925.247559
	Iteration 36Q: 3 clusters Score -2819509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2819517.250000 Penalty: 4925.247559
	Iteration 37Q: 3 clusters Score -2819517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2819516.000000 Penalty: 4925.247559
	Iteration 38Q: 3 clusters Score -2819516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2819519.500000 Penalty: 4925.247559
	Iteration 39Q: 3 clusters Score -2819520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2819517.250000 Penalty: 4925.247559
	Iteration 40F: 3 clusters Score -2819517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2819521.250000 Penalty: 4925.247559
	Iteration 41Q: 3 clusters Score -2819521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2819518.500000 Penalty: 4925.247559
	Iteration 42Q: 3 clusters Score -2819518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2819519.750000 Penalty: 4925.247559
	Iteration 43Q: 3 clusters Score -2819520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2819519.250000 Penalty: 4925.247559
	Iteration 44Q: 3 clusters Score -2819519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2819516.500000 Penalty: 4925.247559
	Iteration 45Q: 3 clusters Score -2819516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2819516.500000 Penalty: 4925.247559
	Iteration 46F: 3 clusters Score -2819516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Entering Unmasked Estep 
Score: -2131108.500000 Penalty: 2388.004395
	Iteration 0F: 2 clusters Score -2131108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2120090.250000 Penalty: 4776.008789
	Iteration 0F: 3 clusters Score -2120090 nChanged 6552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2123492.500000 Penalty: 4776.008789
	Iteration 1F: 3 clusters Score -2123492 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2123854.500000 Penalty: 4776.008789
	Iteration 2F: 3 clusters Score -2123854 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2124101.500000 Penalty: 4776.008789
	Iteration 3Q: 3 clusters Score -2124102 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -2124295.500000 Penalty: 4776.008789
	Iteration 4Q: 3 clusters Score -2124296 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2124495.000000 Penalty: 4776.008789
	Iteration 5Q: 3 clusters Score -2124495 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -2124698.250000 Penalty: 4776.008789
	Iteration 6Q: 3 clusters Score -2124698 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2124928.750000 Penalty: 4776.008789
	Iteration 7Q: 3 clusters Score -2124929 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2125196.500000 Penalty: 4776.008789
	Iteration 8Q: 3 clusters Score -2125196 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2125524.000000 Penalty: 4776.008789
	Iteration 9Q: 3 clusters Score -2125524 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2125881.750000 Penalty: 4776.008789
	Iteration 10Q: 3 clusters Score -2125882 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -2126319.750000 Penalty: 4776.008789
	Iteration 11Q: 3 clusters Score -2126320 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2126778.000000 Penalty: 4776.008789
	Iteration 12Q: 3 clusters Score -2126778 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2127270.250000 Penalty: 4776.008789
	Iteration 13Q: 3 clusters Score -2127270 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2127723.750000 Penalty: 4776.008789
	Iteration 14Q: 3 clusters Score -2127724 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2128039.500000 Penalty: 4776.008789
	Iteration 15Q: 3 clusters Score -2128040 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2128262.750000 Penalty: 4776.008789
	Iteration 16Q: 3 clusters Score -2128263 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2128427.500000 Penalty: 4776.008789
	Iteration 17Q: 3 clusters Score -2128428 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2128532.250000 Penalty: 4776.008789
	Iteration 18Q: 3 clusters Score -2128532 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2128609.500000 Penalty: 4776.008789
	Iteration 19Q: 3 clusters Score -2128610 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2128681.500000 Penalty: 4776.008789
	Iteration 20F: 3 clusters Score -2128682 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 12490 members 
Entering Unmasked Estep 
Score: -2128734.000000 Penalty: 4776.008789
	Iteration 21Q: 3 clusters Score -2128734 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2128776.750000 Penalty: 4776.008789
	Iteration 22Q: 3 clusters Score -2128777 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2128814.500000 Penalty: 4776.008789
	Iteration 23Q: 3 clusters Score -2128814 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -2128866.750000 Penalty: 4776.008789
	Iteration 24Q: 3 clusters Score -2128867 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2128913.500000 Penalty: 4776.008789
	Iteration 25Q: 3 clusters Score -2128914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2128976.250000 Penalty: 4776.008789
	Iteration 26Q: 3 clusters Score -2128976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2129029.000000 Penalty: 4776.008789
	Iteration 27Q: 3 clusters Score -2129029 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2129073.250000 Penalty: 4776.008789
	Iteration 28Q: 3 clusters Score -2129073 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2129097.500000 Penalty: 4776.008789
	Iteration 29Q: 3 clusters Score -2129098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2129118.250000 Penalty: 4776.008789
	Iteration 30Q: 3 clusters Score -2129118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2129135.500000 Penalty: 4776.008789
	Iteration 31Q: 3 clusters Score -2129136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2129152.500000 Penalty: 4776.008789
	Iteration 32Q: 3 clusters Score -2129152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2129169.750000 Penalty: 4776.008789
	Iteration 33Q: 3 clusters Score -2129170 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -2129179.500000 Penalty: 4776.008789
	Iteration 34Q: 3 clusters Score -2129180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -2129183.750000 Penalty: 4776.008789
	Iteration 35Q: 3 clusters Score -2129184 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2129204.000000 Penalty: 4776.008789
	Iteration 36Q: 3 clusters Score -2129204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2129214.500000 Penalty: 4776.008789
	Iteration 37Q: 3 clusters Score -2129214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -2129222.500000 Penalty: 4776.008789
	Iteration 38Q: 3 clusters Score -2129222 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -2129225.250000 Penalty: 4776.008789
	Iteration 39Q: 3 clusters Score -2129225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -2129234.000000 Penalty: 4776.008789
	Iteration 40F: 3 clusters Score -2129234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2129242.250000 Penalty: 4776.008789
	Iteration 41Q: 3 clusters Score -2129242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2129243.000000 Penalty: 4776.008789
	Iteration 42Q: 3 clusters Score -2129243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -2129248.250000 Penalty: 4776.008789
	Iteration 43Q: 3 clusters Score -2129248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2129250.250000 Penalty: 4776.008789
	Iteration 44Q: 3 clusters Score -2129250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2129262.250000 Penalty: 4776.008789
	Iteration 45Q: 3 clusters Score -2129262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -2129262.500000 Penalty: 4776.008789
	Iteration 46Q: 3 clusters Score -2129262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2129269.000000 Penalty: 4776.008789
	Iteration 47Q: 3 clusters Score -2129269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2129272.500000 Penalty: 4776.008789
	Iteration 48Q: 3 clusters Score -2129272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -2129272.250000 Penalty: 4776.008789
	Iteration 49Q: 3 clusters Score -2129272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -2129271.500000 Penalty: 4776.008789
	Iteration 50Q: 3 clusters Score -2129272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2129273.000000 Penalty: 4776.008789
	Iteration 51Q: 3 clusters Score -2129273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2129276.750000 Penalty: 4776.008789
	Iteration 52Q: 3 clusters Score -2129277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2129279.000000 Penalty: 4776.008789
	Iteration 53Q: 3 clusters Score -2129279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2129281.250000 Penalty: 4776.008789
	Iteration 54Q: 3 clusters Score -2129281 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2129283.250000 Penalty: 4776.008789
	Iteration 55Q: 3 clusters Score -2129283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2129287.250000 Penalty: 4776.008789
	Iteration 56Q: 3 clusters Score -2129287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2129288.750000 Penalty: 4776.008789
	Iteration 57Q: 3 clusters Score -2129289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2129289.000000 Penalty: 4776.008789
	Iteration 58Q: 3 clusters Score -2129289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2129289.750000 Penalty: 4776.008789
	Iteration 59Q: 3 clusters Score -2129290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2129289.750000 Penalty: 4776.008789
	Iteration 60F: 3 clusters Score -2129290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -28429.066406 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -28429.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27313.892578 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -27313.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27378.611328 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -27378.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27400.037109 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -27400.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -27402.042969 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -27402.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27404.517578 Penalty: 2684.176270
	Iteration 4Q: 3 clusters Score -27404.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27404.517578 Penalty: 2684.176270
	Iteration 5F: 3 clusters Score -27404.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -152757.171875 Penalty: 1742.553833
	Iteration 0F: 2 clusters Score -152757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -150765.546875 Penalty: 3485.107666
	Iteration 0F: 3 clusters Score -150765.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -151089.312500 Penalty: 3485.107666
	Iteration 1F: 3 clusters Score -151089.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -151143.578125 Penalty: 3485.107666
	Iteration 2F: 3 clusters Score -151143.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -151173.750000 Penalty: 3485.107666
	Iteration 3Q: 3 clusters Score -151173.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -151196.390625 Penalty: 3485.107666
	Iteration 4Q: 3 clusters Score -151196.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -151223.312500 Penalty: 3485.107666
	Iteration 5Q: 3 clusters Score -151223.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -151238.593750 Penalty: 3485.107666
	Iteration 6Q: 3 clusters Score -151238.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -151246.203125 Penalty: 3485.107666
	Iteration 7Q: 3 clusters Score -151246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -151252.109375 Penalty: 3485.107666
	Iteration 8Q: 3 clusters Score -151252.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -151254.531250 Penalty: 3485.107666
	Iteration 9Q: 3 clusters Score -151254.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -151260.312500 Penalty: 3485.107666
	Iteration 10Q: 3 clusters Score -151260.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -151266.640625 Penalty: 3485.107666
	Iteration 11Q: 3 clusters Score -151266.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -151271.687500 Penalty: 3485.107666
	Iteration 12Q: 3 clusters Score -151271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -151275.734375 Penalty: 3485.107666
	Iteration 13Q: 3 clusters Score -151275.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -151278.156250 Penalty: 3485.107666
	Iteration 14Q: 3 clusters Score -151278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -151281.359375 Penalty: 3485.107666
	Iteration 15Q: 3 clusters Score -151281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -151289.390625 Penalty: 3485.107666
	Iteration 16Q: 3 clusters Score -151289.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -151301.468750 Penalty: 3485.107666
	Iteration 17Q: 3 clusters Score -151301.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -151312.359375 Penalty: 3485.107666
	Iteration 18Q: 3 clusters Score -151312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -151319.031250 Penalty: 3485.107666
	Iteration 19Q: 3 clusters Score -151319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -151326.609375 Penalty: 3485.107666
	Iteration 20F: 3 clusters Score -151326.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -151330.187500 Penalty: 3485.107666
	Iteration 21Q: 3 clusters Score -151330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -151330.765625 Penalty: 3485.107666
	Iteration 22Q: 3 clusters Score -151330.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -151330.765625 Penalty: 3485.107666
	Iteration 23F: 3 clusters Score -151330.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Entering Unmasked Estep 
Score: -2583819.500000 Penalty: 2461.012451
	Iteration 0F: 2 clusters Score -2583820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2569437.750000 Penalty: 4922.024902
	Iteration 0F: 3 clusters Score -2569438 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2574399.000000 Penalty: 4922.024902
	Iteration 1F: 3 clusters Score -2574399 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2575056.500000 Penalty: 4922.024902
	Iteration 2F: 3 clusters Score -2575056 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -2575730.500000 Penalty: 4922.024902
	Iteration 3F: 3 clusters Score -2575730 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2576447.500000 Penalty: 4922.024902
	Iteration 4F: 3 clusters Score -2576448 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2577210.250000 Penalty: 4922.024902
	Iteration 5F: 3 clusters Score -2577210 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2578099.500000 Penalty: 4922.024902
	Iteration 6F: 3 clusters Score -2578100 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2579009.750000 Penalty: 4922.024902
	Iteration 7F: 3 clusters Score -2579010 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2579811.250000 Penalty: 4922.024902
	Iteration 8F: 3 clusters Score -2579811 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -2580467.250000 Penalty: 4922.024902
	Iteration 9Q: 3 clusters Score -2580467 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -2580965.000000 Penalty: 4922.024902
	Iteration 10Q: 3 clusters Score -2580965 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -2581396.750000 Penalty: 4922.024902
	Iteration 11Q: 3 clusters Score -2581397 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2581749.000000 Penalty: 4922.024902
	Iteration 12Q: 3 clusters Score -2581749 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2581981.500000 Penalty: 4922.024902
	Iteration 13Q: 3 clusters Score -2581982 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -2582126.750000 Penalty: 4922.024902
	Iteration 14Q: 3 clusters Score -2582127 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2582213.750000 Penalty: 4922.024902
	Iteration 15Q: 3 clusters Score -2582214 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2582272.250000 Penalty: 4922.024902
	Iteration 16Q: 3 clusters Score -2582272 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2582309.000000 Penalty: 4922.024902
	Iteration 17Q: 3 clusters Score -2582309 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2582329.750000 Penalty: 4922.024902
	Iteration 18Q: 3 clusters Score -2582330 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -2582349.250000 Penalty: 4922.024902
	Iteration 19Q: 3 clusters Score -2582349 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2582364.000000 Penalty: 4922.024902
	Iteration 20F: 3 clusters Score -2582364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2582354.750000 Penalty: 4922.024902
	Iteration 21Q: 3 clusters Score -2582355 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2582361.250000 Penalty: 4922.024902
	Iteration 22Q: 3 clusters Score -2582361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -2582366.250000 Penalty: 4922.024902
	Iteration 23Q: 3 clusters Score -2582366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -2582371.250000 Penalty: 4922.024902
	Iteration 24Q: 3 clusters Score -2582371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -2582376.500000 Penalty: 4922.024902
	Iteration 25Q: 3 clusters Score -2582376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2582380.500000 Penalty: 4922.024902
	Iteration 26Q: 3 clusters Score -2582380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -2582382.750000 Penalty: 4922.024902
	Iteration 27Q: 3 clusters Score -2582383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2582395.000000 Penalty: 4922.024902
	Iteration 28Q: 3 clusters Score -2582395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2582400.500000 Penalty: 4922.024902
	Iteration 29Q: 3 clusters Score -2582400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2582397.000000 Penalty: 4922.024902
	Iteration 30Q: 3 clusters Score -2582397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2582401.250000 Penalty: 4922.024902
	Iteration 31Q: 3 clusters Score -2582401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2582408.750000 Penalty: 4922.024902
	Iteration 32Q: 3 clusters Score -2582409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2582409.250000 Penalty: 4922.024902
	Iteration 33Q: 3 clusters Score -2582409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -2582408.250000 Penalty: 4922.024902
	Iteration 34Q: 3 clusters Score -2582408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2582405.250000 Penalty: 4922.024902
	Iteration 35Q: 3 clusters Score -2582405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2582408.000000 Penalty: 4922.024902
	Iteration 36Q: 3 clusters Score -2582408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2582406.250000 Penalty: 4922.024902
	Iteration 37Q: 3 clusters Score -2582406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2582409.750000 Penalty: 4922.024902
	Iteration 38Q: 3 clusters Score -2582410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -2582415.500000 Penalty: 4922.024902
	Iteration 39Q: 3 clusters Score -2582416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2582416.250000 Penalty: 4922.024902
	Iteration 40F: 3 clusters Score -2582416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2582420.750000 Penalty: 4922.024902
	Iteration 41Q: 3 clusters Score -2582421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2582419.750000 Penalty: 4922.024902
	Iteration 42Q: 3 clusters Score -2582420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -2582422.500000 Penalty: 4922.024902
	Iteration 43Q: 3 clusters Score -2582422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -2582424.750000 Penalty: 4922.024902
	Iteration 44Q: 3 clusters Score -2582425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2582422.250000 Penalty: 4922.024902
	Iteration 45Q: 3 clusters Score -2582422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2582423.250000 Penalty: 4922.024902
	Iteration 46Q: 3 clusters Score -2582423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2582423.250000 Penalty: 4922.024902
	Iteration 47F: 3 clusters Score -2582423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -680160.125000 Penalty: 2115.760742
	Iteration 0F: 2 clusters Score -680160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -675592.937500 Penalty: 4231.521484
	Iteration 0F: 3 clusters Score -675592.9 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -676637.937500 Penalty: 4231.521484
	Iteration 1F: 3 clusters Score -676637.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -676927.312500 Penalty: 4231.521484
	Iteration 2F: 3 clusters Score -676927.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -677167.625000 Penalty: 4231.521484
	Iteration 3F: 3 clusters Score -677167.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -677364.000000 Penalty: 4231.521484
	Iteration 4F: 3 clusters Score -677364 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -677535.187500 Penalty: 4231.521484
	Iteration 5F: 3 clusters Score -677535.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -677707.062500 Penalty: 4231.521484
	Iteration 6Q: 3 clusters Score -677707.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -677865.437500 Penalty: 4231.521484
	Iteration 7Q: 3 clusters Score -677865.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -678047.312500 Penalty: 4231.521484
	Iteration 8Q: 3 clusters Score -678047.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -678227.312500 Penalty: 4231.521484
	Iteration 9Q: 3 clusters Score -678227.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -678371.187500 Penalty: 4231.521484
	Iteration 10Q: 3 clusters Score -678371.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -678489.812500 Penalty: 4231.521484
	Iteration 11Q: 3 clusters Score -678489.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -678579.312500 Penalty: 4231.521484
	Iteration 12Q: 3 clusters Score -678579.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -678637.312500 Penalty: 4231.521484
	Iteration 13Q: 3 clusters Score -678637.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -678694.312500 Penalty: 4231.521484
	Iteration 14Q: 3 clusters Score -678694.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -678730.625000 Penalty: 4231.521484
	Iteration 15Q: 3 clusters Score -678730.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -678761.375000 Penalty: 4231.521484
	Iteration 16Q: 3 clusters Score -678761.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -678790.000000 Penalty: 4231.521484
	Iteration 17Q: 3 clusters Score -678790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -678811.937500 Penalty: 4231.521484
	Iteration 18Q: 3 clusters Score -678811.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -678822.062500 Penalty: 4231.521484
	Iteration 19Q: 3 clusters Score -678822.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -678833.625000 Penalty: 4231.521484
	Iteration 20F: 3 clusters Score -678833.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -678837.250000 Penalty: 4231.521484
	Iteration 21Q: 3 clusters Score -678837.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -678839.187500 Penalty: 4231.521484
	Iteration 22Q: 3 clusters Score -678839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -678841.437500 Penalty: 4231.521484
	Iteration 23Q: 3 clusters Score -678841.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -678840.937500 Penalty: 4231.521484
	Iteration 24Q: 3 clusters Score -678840.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -678840.937500 Penalty: 4231.521484
	Iteration 25F: 3 clusters Score -678840.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -88849.984375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -88849.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87161.890625 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -87161.89 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -87444.039062 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -87444.04 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -87535.578125 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -87535.58 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -87669.125000 Penalty: 3235.687012
	Iteration 3Q: 3 clusters Score -87669.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -87827.851562 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -87827.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87916.523438 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -87916.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -87958.085938 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -87958.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -87981.937500 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -87981.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87998.398438 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -87998.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -88007.421875 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -88007.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -88022.937500 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -88022.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88034.062500 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -88034.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -88042.460938 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -88042.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -88051.585938 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -88051.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88065.039062 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -88065.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88079.359375 Penalty: 3235.687012
	Iteration 15Q: 3 clusters Score -88079.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88081.820312 Penalty: 3235.687012
	Iteration 16Q: 3 clusters Score -88081.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88088.875000 Penalty: 3235.687012
	Iteration 17Q: 3 clusters Score -88088.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -88092.375000 Penalty: 3235.687012
	Iteration 18Q: 3 clusters Score -88092.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -88098.640625 Penalty: 3235.687012
	Iteration 19Q: 3 clusters Score -88098.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88107.328125 Penalty: 3235.687012
	Iteration 20F: 3 clusters Score -88107.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88109.101562 Penalty: 3235.687012
	Iteration 21Q: 3 clusters Score -88109.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88110.593750 Penalty: 3235.687012
	Iteration 22Q: 3 clusters Score -88110.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88111.765625 Penalty: 3235.687012
	Iteration 23Q: 3 clusters Score -88111.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88111.765625 Penalty: 3235.687012
	Iteration 24F: 3 clusters Score -88111.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -64802.945312 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -64802.95 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 259 members 
Entering Unmasked Estep 
Score: -63303.562500 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -63303.56 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63618.417969 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -63618.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63980.273438 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -63980.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -64225.468750 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -64225.47 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -64417.617188 Penalty: 3099.987793
	Iteration 4F: 3 clusters Score -64417.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -64589.515625 Penalty: 3099.987793
	Iteration 5F: 3 clusters Score -64589.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -64977.917969 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -64977.92 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -65143.296875 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -65143.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65223.984375 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -65223.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65284.769531 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -65284.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65304.796875 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -65304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65324.515625 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -65324.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65331.617188 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -65331.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65336.574219 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -65336.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65341.007812 Penalty: 3099.987793
	Iteration 14F: 3 clusters Score -65341.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -65350.632812 Penalty: 3099.987793
	Iteration 15Q: 3 clusters Score -65350.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -65358.140625 Penalty: 3099.987793
	Iteration 16Q: 3 clusters Score -65358.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65368.097656 Penalty: 3099.987793
	Iteration 17Q: 3 clusters Score -65368.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -65368.097656 Penalty: 3099.987793
	Iteration 18F: 3 clusters Score -65368.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 171406 members 
Mstep: Class 3 contains 34920 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52363 members 
Mstep: Class 7 contains 66253 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 285273 members 
Mstep: Class 10 contains 29166 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20393 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20536 members 
Mstep: Class 19 contains 15200 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20403 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 99 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11194 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Mstep: Class 31 contains 419 members 
Entering Unmasked Estep 
Score: -122219224.000000 Penalty: 105461.679688
Splitting cluster 25 changes total score from -122220664.000000 to -122219224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -64190.011719 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -64190.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62742.273438 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -62742.27 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -62919.785156 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -62919.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62971.609375 Penalty: 3066.314209
	Iteration 2F: 3 clusters Score -62971.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62993.835938 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -62993.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -63010.972656 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -63010.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63022.761719 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -63022.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63026.210938 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -63026.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -63028.234375 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -63028.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63031.292969 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -63031.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63031.292969 Penalty: 3066.314209
	Iteration 9F: 3 clusters Score -63031.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Entering Unmasked Estep 
Score: -1625603.875000 Penalty: 2312.137207
	Iteration 0F: 2 clusters Score -1625604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1617128.875000 Penalty: 4624.274414
	Iteration 0F: 3 clusters Score -1617129 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1619688.500000 Penalty: 4624.274414
	Iteration 1F: 3 clusters Score -1619688 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1620009.000000 Penalty: 4624.274414
	Iteration 2F: 3 clusters Score -1620009 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1620237.875000 Penalty: 4624.274414
	Iteration 3F: 3 clusters Score -1620238 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1620432.125000 Penalty: 4624.274414
	Iteration 4Q: 3 clusters Score -1620432 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1620610.375000 Penalty: 4624.274414
	Iteration 5Q: 3 clusters Score -1620610 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1620771.625000 Penalty: 4624.274414
	Iteration 6Q: 3 clusters Score -1620772 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1620953.875000 Penalty: 4624.274414
	Iteration 7Q: 3 clusters Score -1620954 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1621171.750000 Penalty: 4624.274414
	Iteration 8Q: 3 clusters Score -1621172 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1621415.875000 Penalty: 4624.274414
	Iteration 9Q: 3 clusters Score -1621416 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1621715.875000 Penalty: 4624.274414
	Iteration 10Q: 3 clusters Score -1621716 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1622048.375000 Penalty: 4624.274414
	Iteration 11Q: 3 clusters Score -1622048 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1622423.125000 Penalty: 4624.274414
	Iteration 12Q: 3 clusters Score -1622423 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1622739.250000 Penalty: 4624.274414
	Iteration 13Q: 3 clusters Score -1622739 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1622978.500000 Penalty: 4624.274414
	Iteration 14Q: 3 clusters Score -1622978 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1623155.500000 Penalty: 4624.274414
	Iteration 15Q: 3 clusters Score -1623156 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1623295.250000 Penalty: 4624.274414
	Iteration 16Q: 3 clusters Score -1623295 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1623382.000000 Penalty: 4624.274414
	Iteration 17Q: 3 clusters Score -1623382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1623429.875000 Penalty: 4624.274414
	Iteration 18Q: 3 clusters Score -1623430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1623458.875000 Penalty: 4624.274414
	Iteration 19Q: 3 clusters Score -1623459 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1623483.500000 Penalty: 4624.274414
	Iteration 20F: 3 clusters Score -1623484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1623497.625000 Penalty: 4624.274414
	Iteration 21Q: 3 clusters Score -1623498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1623510.125000 Penalty: 4624.274414
	Iteration 22Q: 3 clusters Score -1623510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1623523.375000 Penalty: 4624.274414
	Iteration 23Q: 3 clusters Score -1623523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1623530.000000 Penalty: 4624.274414
	Iteration 24Q: 3 clusters Score -1623530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1623537.000000 Penalty: 4624.274414
	Iteration 25Q: 3 clusters Score -1623537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1623542.250000 Penalty: 4624.274414
	Iteration 26Q: 3 clusters Score -1623542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1623547.500000 Penalty: 4624.274414
	Iteration 27Q: 3 clusters Score -1623548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1623557.875000 Penalty: 4624.274414
	Iteration 28Q: 3 clusters Score -1623558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1623566.125000 Penalty: 4624.274414
	Iteration 29Q: 3 clusters Score -1623566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1623569.875000 Penalty: 4624.274414
	Iteration 30Q: 3 clusters Score -1623570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1623571.750000 Penalty: 4624.274414
	Iteration 31Q: 3 clusters Score -1623572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1623576.000000 Penalty: 4624.274414
	Iteration 32Q: 3 clusters Score -1623576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1623577.375000 Penalty: 4624.274414
	Iteration 33Q: 3 clusters Score -1623577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1623577.375000 Penalty: 4624.274414
	Iteration 34F: 3 clusters Score -1623577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -64004.152344 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -64004.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62574.757812 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -62574.76 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62804.250000 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -62804.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62936.910156 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -62936.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -63074.445312 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -63074.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -63178.933594 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -63178.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -63272.738281 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -63272.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63451.988281 Penalty: 3080.457520
	Iteration 6F: 3 clusters Score -63451.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -63571.574219 Penalty: 3080.457520
	Iteration 7F: 3 clusters Score -63571.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -63665.679688 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -63665.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63701.406250 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -63701.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63710.574219 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -63710.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63740.617188 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -63740.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -63792.878906 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -63792.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -63850.574219 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -63850.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63881.148438 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -63881.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -63881.148438 Penalty: 3080.457520
	Iteration 15F: 3 clusters Score -63881.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Entering Unmasked Estep 
Score: -403902.625000 Penalty: 1971.549683
	Iteration 0F: 2 clusters Score -403902.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -400764.562500 Penalty: 3943.099365
	Iteration 0F: 3 clusters Score -400764.6 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -401372.750000 Penalty: 3943.099365
	Iteration 1F: 3 clusters Score -401372.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -401520.656250 Penalty: 3943.099365
	Iteration 2F: 3 clusters Score -401520.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -401598.750000 Penalty: 3943.099365
	Iteration 3Q: 3 clusters Score -401598.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -401641.718750 Penalty: 3943.099365
	Iteration 4Q: 3 clusters Score -401641.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -401673.593750 Penalty: 3943.099365
	Iteration 5Q: 3 clusters Score -401673.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -401689.562500 Penalty: 3943.099365
	Iteration 6Q: 3 clusters Score -401689.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -401700.406250 Penalty: 3943.099365
	Iteration 7Q: 3 clusters Score -401700.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -401710.187500 Penalty: 3943.099365
	Iteration 8Q: 3 clusters Score -401710.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -401718.656250 Penalty: 3943.099365
	Iteration 9Q: 3 clusters Score -401718.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -401726.093750 Penalty: 3943.099365
	Iteration 10Q: 3 clusters Score -401726.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -401731.687500 Penalty: 3943.099365
	Iteration 11Q: 3 clusters Score -401731.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -401736.593750 Penalty: 3943.099365
	Iteration 12Q: 3 clusters Score -401736.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -401744.781250 Penalty: 3943.099365
	Iteration 13Q: 3 clusters Score -401744.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -401751.812500 Penalty: 3943.099365
	Iteration 14Q: 3 clusters Score -401751.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -401757.687500 Penalty: 3943.099365
	Iteration 15Q: 3 clusters Score -401757.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -401766.531250 Penalty: 3943.099365
	Iteration 16Q: 3 clusters Score -401766.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -401775.468750 Penalty: 3943.099365
	Iteration 17Q: 3 clusters Score -401775.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -401780.625000 Penalty: 3943.099365
	Iteration 18Q: 3 clusters Score -401780.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -401786.125000 Penalty: 3943.099365
	Iteration 19Q: 3 clusters Score -401786.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -401791.843750 Penalty: 3943.099365
	Iteration 20F: 3 clusters Score -401791.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -401798.656250 Penalty: 3943.099365
	Iteration 21Q: 3 clusters Score -401798.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -401803.343750 Penalty: 3943.099365
	Iteration 22Q: 3 clusters Score -401803.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -401806.531250 Penalty: 3943.099365
	Iteration 23Q: 3 clusters Score -401806.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -401807.312500 Penalty: 3943.099365
	Iteration 24Q: 3 clusters Score -401807.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -401808.625000 Penalty: 3943.099365
	Iteration 25Q: 3 clusters Score -401808.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -401811.375000 Penalty: 3943.099365
	Iteration 26Q: 3 clusters Score -401811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -401812.187500 Penalty: 3943.099365
	Iteration 27Q: 3 clusters Score -401812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -401813.593750 Penalty: 3943.099365
	Iteration 28Q: 3 clusters Score -401813.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -401815.687500 Penalty: 3943.099365
	Iteration 29Q: 3 clusters Score -401815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -401817.750000 Penalty: 3943.099365
	Iteration 30Q: 3 clusters Score -401817.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -401818.500000 Penalty: 3943.099365
	Iteration 31Q: 3 clusters Score -401818.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -401818.156250 Penalty: 3943.099365
	Iteration 32Q: 3 clusters Score -401818.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -401818.156250 Penalty: 3943.099365
	Iteration 33F: 3 clusters Score -401818.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -106704.000000 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -106704 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 409 members 
Entering Unmasked Estep 
Score: -104957.992188 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -104958 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -105215.882812 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -105215.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -105292.609375 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -105292.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -105338.257812 Penalty: 3313.081299
	Iteration 3Q: 3 clusters Score -105338.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -105363.718750 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -105363.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -105379.734375 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -105379.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -105395.984375 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -105396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -105422.554688 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -105422.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -105461.421875 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -105461.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -105551.593750 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -105551.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -105632.960938 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -105633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -105673.890625 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -105673.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -105703.046875 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -105703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -105736.109375 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -105736.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -105771.453125 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -105771.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105804.429688 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -105804.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -105840.101562 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -105840.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -105862.609375 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -105862.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -105891.765625 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -105891.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -105949.945312 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -105949.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106053.851562 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -106053.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106169.515625 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -106169.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -106244.734375 Penalty: 3313.081299
	Iteration 22Q: 3 clusters Score -106244.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -106383.421875 Penalty: 3313.081299
	Iteration 23Q: 3 clusters Score -106383.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106732.367188 Penalty: 3313.081299
	Iteration 24Q: 3 clusters Score -106732.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106862.031250 Penalty: 3313.081299
	Iteration 25Q: 3 clusters Score -106862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -106913.601562 Penalty: 3313.081299
	Iteration 26Q: 3 clusters Score -106913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -106929.140625 Penalty: 3313.081299
	Iteration 27Q: 3 clusters Score -106929.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -106933.273438 Penalty: 3313.081299
	Iteration 28Q: 3 clusters Score -106933.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -106934.171875 Penalty: 3313.081299
	Iteration 29Q: 3 clusters Score -106934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -106934.171875 Penalty: 3313.081299
	Iteration 30F: 3 clusters Score -106934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 171406 members 
Mstep: Class 3 contains 34920 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52363 members 
Mstep: Class 7 contains 66253 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 285273 members 
Mstep: Class 10 contains 29166 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20393 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20536 members 
Mstep: Class 19 contains 15200 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20403 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11194 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 388 members 
Mstep: Class 31 contains 408 members 
Entering Unmasked Estep 
Score: -122219168.000000 Penalty: 105461.679688
Splitting cluster 30 changes total score from -122220664.000000 to -122219168.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 171406 members 
Mstep: Class 3 contains 34920 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52363 members 
Mstep: Class 7 contains 66253 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 285273 members 
Mstep: Class 10 contains 29166 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20393 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20536 members 
Mstep: Class 19 contains 15200 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20403 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11194 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220696.000000 Penalty: 102059.687500
Iteration 239Q: 31 clusters Score -1.222207e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 171405 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52362 members 
Mstep: Class 7 contains 66251 members 
Mstep: Class 8 contains 73270 members 
Mstep: Class 9 contains 285269 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11903 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20393 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20536 members 
Mstep: Class 19 contains 15201 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20402 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11199 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220640.000000 Penalty: 102059.687500
Iteration 240F: 31 clusters Score -1.222206e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171406 members 
Mstep: Class 3 contains 34918 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52360 members 
Mstep: Class 7 contains 66249 members 
Mstep: Class 8 contains 73271 members 
Mstep: Class 9 contains 285265 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11902 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20392 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15202 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11205 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220632.000000 Penalty: 102059.687500
Iteration 241Q: 31 clusters Score -1.222206e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171408 members 
Mstep: Class 3 contains 34918 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52355 members 
Mstep: Class 7 contains 66249 members 
Mstep: Class 8 contains 73272 members 
Mstep: Class 9 contains 285265 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11902 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15204 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11207 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220624.000000 Penalty: 102059.687500
Iteration 242Q: 31 clusters Score -1.222206e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171408 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52353 members 
Mstep: Class 7 contains 66252 members 
Mstep: Class 8 contains 73272 members 
Mstep: Class 9 contains 285261 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11902 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15206 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11208 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220672.000000 Penalty: 102059.687500
Iteration 243Q: 31 clusters Score -1.222207e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171404 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52352 members 
Mstep: Class 7 contains 66253 members 
Mstep: Class 8 contains 73273 members 
Mstep: Class 9 contains 285257 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11902 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15206 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11214 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220672.000000 Penalty: 102059.687500
Iteration 244Q: 31 clusters Score -1.222207e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 171407 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52350 members 
Mstep: Class 7 contains 66254 members 
Mstep: Class 8 contains 73273 members 
Mstep: Class 9 contains 285254 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11902 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20388 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15209 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11215 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220688.000000 Penalty: 102059.687500
Iteration 245Q: 31 clusters Score -1.222207e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 171407 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52348 members 
Mstep: Class 7 contains 66252 members 
Mstep: Class 8 contains 73275 members 
Mstep: Class 9 contains 285253 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11902 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15210 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11216 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220672.000000 Penalty: 102059.687500
Iteration 246Q: 31 clusters Score -1.222207e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 171408 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52347 members 
Mstep: Class 7 contains 66251 members 
Mstep: Class 8 contains 73275 members 
Mstep: Class 9 contains 285251 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11902 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20390 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11216 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220664.000000 Penalty: 102059.687500
Iteration 247Q: 31 clusters Score -1.222207e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 171407 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52347 members 
Mstep: Class 7 contains 66249 members 
Mstep: Class 8 contains 73273 members 
Mstep: Class 9 contains 285253 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11902 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20391 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11217 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220576.000000 Penalty: 102059.687500
Iteration 248Q: 31 clusters Score -1.222206e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 171409 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52347 members 
Mstep: Class 7 contains 66247 members 
Mstep: Class 8 contains 73273 members 
Mstep: Class 9 contains 285254 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15647 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11902 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20389 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11218 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220568.000000 Penalty: 102059.687500
Iteration 249Q: 31 clusters Score -1.222206e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 171409 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52348 members 
Mstep: Class 7 contains 66250 members 
Mstep: Class 8 contains 73273 members 
Mstep: Class 9 contains 285249 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11902 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11220 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2835 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220672.000000 Penalty: 102059.687500
Iteration 250Q: 31 clusters Score -1.222207e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171408 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52346 members 
Mstep: Class 7 contains 66250 members 
Mstep: Class 8 contains 73274 members 
Mstep: Class 9 contains 285249 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11902 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11221 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220624.000000 Penalty: 102059.687500
Iteration 251Q: 31 clusters Score -1.222206e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171409 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52344 members 
Mstep: Class 7 contains 66254 members 
Mstep: Class 8 contains 73274 members 
Mstep: Class 9 contains 285245 members 
Mstep: Class 10 contains 29168 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11901 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20401 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11223 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220640.000000 Penalty: 102059.687500
Iteration 252Q: 31 clusters Score -1.222206e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171407 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8484 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52342 members 
Mstep: Class 7 contains 66254 members 
Mstep: Class 8 contains 73274 members 
Mstep: Class 9 contains 285245 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11900 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20402 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11227 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220648.000000 Penalty: 102059.687500
Iteration 253Q: 31 clusters Score -1.222206e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171407 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8484 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52339 members 
Mstep: Class 7 contains 66255 members 
Mstep: Class 8 contains 73271 members 
Mstep: Class 9 contains 285246 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11899 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 20403 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11231 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220632.000000 Penalty: 102059.687500
Iteration 254Q: 31 clusters Score -1.222206e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171407 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52337 members 
Mstep: Class 7 contains 66254 members 
Mstep: Class 8 contains 73270 members 
Mstep: Class 9 contains 285248 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11898 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20387 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 20404 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11235 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220624.000000 Penalty: 102059.687500
Iteration 255Q: 31 clusters Score -1.222206e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171406 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52336 members 
Mstep: Class 7 contains 66255 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 285248 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41996 members 
Mstep: Class 14 contains 11898 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20386 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15212 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 20405 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11239 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220640.000000 Penalty: 102059.687500
Iteration 256Q: 31 clusters Score -1.222206e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171406 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52336 members 
Mstep: Class 7 contains 66253 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 285249 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41995 members 
Mstep: Class 14 contains 11898 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20385 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 20405 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11241 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220616.000000 Penalty: 102059.687500
Iteration 257Q: 31 clusters Score -1.222206e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171406 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52336 members 
Mstep: Class 7 contains 66253 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 285250 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41995 members 
Mstep: Class 14 contains 11897 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 20405 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11242 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220592.000000 Penalty: 102059.687500
Iteration 258Q: 31 clusters Score -1.222206e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171406 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8483 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52336 members 
Mstep: Class 7 contains 66254 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 285250 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41995 members 
Mstep: Class 14 contains 11895 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 20406 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11242 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220568.000000 Penalty: 102059.687500
Iteration 259Q: 31 clusters Score -1.222206e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171406 members 
Mstep: Class 3 contains 34919 members 
Mstep: Class 4 contains 8482 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52336 members 
Mstep: Class 7 contains 66254 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 285250 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41995 members 
Mstep: Class 14 contains 11894 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 20408 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11242 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220584.000000 Penalty: 102059.687500
Iteration 260F: 31 clusters Score -1.222206e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171407 members 
Mstep: Class 3 contains 34918 members 
Mstep: Class 4 contains 8481 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52336 members 
Mstep: Class 7 contains 66254 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 285250 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41995 members 
Mstep: Class 14 contains 11894 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 20409 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11242 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220560.000000 Penalty: 102059.687500
Iteration 261Q: 31 clusters Score -1.222206e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171407 members 
Mstep: Class 3 contains 34918 members 
Mstep: Class 4 contains 8481 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52336 members 
Mstep: Class 7 contains 66254 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 285250 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41995 members 
Mstep: Class 14 contains 11894 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 20409 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11242 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220560.000000 Penalty: 102059.687500
Iteration 262F: 31 clusters Score -1.222206e+08 nChanged 0
Entering ConstructFrom: 
Score: -122220560.000000 Penalty: 102059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (7747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Entering Unmasked Estep 
Score: -1072164.000000 Penalty: 2220.855225
	Iteration 0F: 2 clusters Score -1072164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1065925.875000 Penalty: 4441.710449
	Iteration 0F: 3 clusters Score -1065926 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1067639.750000 Penalty: 4441.710449
	Iteration 1F: 3 clusters Score -1067640 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1067963.125000 Penalty: 4441.710449
	Iteration 2F: 3 clusters Score -1067963 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1068244.000000 Penalty: 4441.710449
	Iteration 3F: 3 clusters Score -1068244 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1068523.750000 Penalty: 4441.710449
	Iteration 4F: 3 clusters Score -1068524 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1068847.125000 Penalty: 4441.710449
	Iteration 5F: 3 clusters Score -1068847 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1069248.500000 Penalty: 4441.710449
	Iteration 6F: 3 clusters Score -1069248 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1069757.125000 Penalty: 4441.710449
	Iteration 7F: 3 clusters Score -1069757 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1070262.000000 Penalty: 4441.710449
	Iteration 8F: 3 clusters Score -1070262 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1070644.000000 Penalty: 4441.710449
	Iteration 9F: 3 clusters Score -1070644 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1070882.625000 Penalty: 4441.710449
	Iteration 10Q: 3 clusters Score -1070883 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1071043.625000 Penalty: 4441.710449
	Iteration 11Q: 3 clusters Score -1071044 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1071150.625000 Penalty: 4441.710449
	Iteration 12Q: 3 clusters Score -1071151 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1071202.000000 Penalty: 4441.710449
	Iteration 13Q: 3 clusters Score -1071202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1071234.125000 Penalty: 4441.710449
	Iteration 14Q: 3 clusters Score -1071234 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1071258.500000 Penalty: 4441.710449
	Iteration 15Q: 3 clusters Score -1071258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1071268.875000 Penalty: 4441.710449
	Iteration 16Q: 3 clusters Score -1071269 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1071280.875000 Penalty: 4441.710449
	Iteration 17Q: 3 clusters Score -1071281 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1071288.250000 Penalty: 4441.710449
	Iteration 18Q: 3 clusters Score -1071288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1071288.625000 Penalty: 4441.710449
	Iteration 19Q: 3 clusters Score -1071289 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1071294.875000 Penalty: 4441.710449
	Iteration 20F: 3 clusters Score -1071295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1071297.500000 Penalty: 4441.710449
	Iteration 21Q: 3 clusters Score -1071298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1071301.500000 Penalty: 4441.710449
	Iteration 22Q: 3 clusters Score -1071302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1071301.750000 Penalty: 4441.710449
	Iteration 23Q: 3 clusters Score -1071302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1071303.625000 Penalty: 4441.710449
	Iteration 24Q: 3 clusters Score -1071304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1071305.500000 Penalty: 4441.710449
	Iteration 25Q: 3 clusters Score -1071306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1071306.750000 Penalty: 4441.710449
	Iteration 26Q: 3 clusters Score -1071307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1071307.000000 Penalty: 4441.710449
	Iteration 27Q: 3 clusters Score -1071307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1071307.000000 Penalty: 4441.710449
	Iteration 28Q: 3 clusters Score -1071307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1071312.125000 Penalty: 4441.710449
	Iteration 29Q: 3 clusters Score -1071312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1071313.125000 Penalty: 4441.710449
	Iteration 30Q: 3 clusters Score -1071313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1071314.250000 Penalty: 4441.710449
	Iteration 31Q: 3 clusters Score -1071314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1071314.875000 Penalty: 4441.710449
	Iteration 32Q: 3 clusters Score -1071315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1071313.875000 Penalty: 4441.710449
	Iteration 33Q: 3 clusters Score -1071314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1071313.875000 Penalty: 4441.710449
	Iteration 34F: 3 clusters Score -1071314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (171407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171407 members 
Entering Unmasked Estep 
Score: -23396266.000000 Penalty: 2988.845459
	Iteration 0F: 2 clusters Score -2.339627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86168 members 
Mstep: Class 2 contains 85239 members 
Entering Unmasked Estep 
Score: -23286024.000000 Penalty: 5977.690918
	Iteration 0F: 3 clusters Score -2.328602e+07 nChanged 82260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94666 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -23335020.000000 Penalty: 5977.690918
	Iteration 1F: 3 clusters Score -2.333502e+07 nChanged 7866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100426 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -23338444.000000 Penalty: 5977.690918
	Iteration 2Q: 3 clusters Score -2.333844e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108954 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -23344258.000000 Penalty: 5977.690918
	Iteration 3F: 3 clusters Score -2.334426e+07 nChanged 12913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120303 members 
Mstep: Class 2 contains 51104 members 
Entering Unmasked Estep 
Score: -23353544.000000 Penalty: 5977.690918
	Iteration 4F: 3 clusters Score -2.335354e+07 nChanged 14314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133381 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -23365504.000000 Penalty: 5977.690918
	Iteration 5F: 3 clusters Score -2.33655e+07 nChanged 13421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145984 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -23376428.000000 Penalty: 5977.690918
	Iteration 6F: 3 clusters Score -2.337643e+07 nChanged 10432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155980 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -23384002.000000 Penalty: 5977.690918
	Iteration 7F: 3 clusters Score -2.3384e+07 nChanged 6558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162386 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -23388700.000000 Penalty: 5977.690918
	Iteration 8Q: 3 clusters Score -2.33887e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166087 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -23391158.000000 Penalty: 5977.690918
	Iteration 9Q: 3 clusters Score -2.339116e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168075 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -23392370.000000 Penalty: 5977.690918
	Iteration 10Q: 3 clusters Score -2.339237e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169113 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -23392896.000000 Penalty: 5977.690918
	Iteration 11Q: 3 clusters Score -2.33929e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -23393214.000000 Penalty: 5977.690918
	Iteration 12Q: 3 clusters Score -2.339321e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169979 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -23393452.000000 Penalty: 5977.690918
	Iteration 13Q: 3 clusters Score -2.339345e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170178 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -23393622.000000 Penalty: 5977.690918
	Iteration 14Q: 3 clusters Score -2.339362e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170289 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -23393660.000000 Penalty: 5977.690918
	Iteration 15Q: 3 clusters Score -2.339366e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170369 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -23393728.000000 Penalty: 5977.690918
	Iteration 16Q: 3 clusters Score -2.339373e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170419 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -23393788.000000 Penalty: 5977.690918
	Iteration 17Q: 3 clusters Score -2.339379e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170461 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -23393828.000000 Penalty: 5977.690918
	Iteration 18Q: 3 clusters Score -2.339383e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170485 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -23393870.000000 Penalty: 5977.690918
	Iteration 19Q: 3 clusters Score -2.339387e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170498 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -23393878.000000 Penalty: 5977.690918
	Iteration 20F: 3 clusters Score -2.339388e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170513 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -23393884.000000 Penalty: 5977.690918
	Iteration 21Q: 3 clusters Score -2.339388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170517 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -23393904.000000 Penalty: 5977.690918
	Iteration 22Q: 3 clusters Score -2.33939e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170529 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -23393928.000000 Penalty: 5977.690918
	Iteration 23Q: 3 clusters Score -2.339393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170538 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -23393922.000000 Penalty: 5977.690918
	Iteration 24Q: 3 clusters Score -2.339392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170543 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -23393932.000000 Penalty: 5977.690918
	Iteration 25Q: 3 clusters Score -2.339393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170544 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -23393918.000000 Penalty: 5977.690918
	Iteration 26Q: 3 clusters Score -2.339392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170544 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -23393930.000000 Penalty: 5977.690918
	Iteration 27Q: 3 clusters Score -2.339393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170545 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -23393934.000000 Penalty: 5977.690918
	Iteration 28Q: 3 clusters Score -2.339393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170546 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -23393934.000000 Penalty: 5977.690918
	Iteration 29Q: 3 clusters Score -2.339393e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170550 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -23393924.000000 Penalty: 5977.690918
	Iteration 30Q: 3 clusters Score -2.339392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170555 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -23393938.000000 Penalty: 5977.690918
	Iteration 31Q: 3 clusters Score -2.339394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170561 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -23393934.000000 Penalty: 5977.690918
	Iteration 32Q: 3 clusters Score -2.339393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170567 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -23393950.000000 Penalty: 5977.690918
	Iteration 33Q: 3 clusters Score -2.339395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170571 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -23393952.000000 Penalty: 5977.690918
	Iteration 34Q: 3 clusters Score -2.339395e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170577 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -23393964.000000 Penalty: 5977.690918
	Iteration 35Q: 3 clusters Score -2.339396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170582 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -23393978.000000 Penalty: 5977.690918
	Iteration 36Q: 3 clusters Score -2.339398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170587 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -23393956.000000 Penalty: 5977.690918
	Iteration 37Q: 3 clusters Score -2.339396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170591 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -23393954.000000 Penalty: 5977.690918
	Iteration 38Q: 3 clusters Score -2.339395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170591 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -23393964.000000 Penalty: 5977.690918
	Iteration 39Q: 3 clusters Score -2.339396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -23393964.000000 Penalty: 5977.690918
	Iteration 40F: 3 clusters Score -2.339396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170588 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -23393972.000000 Penalty: 5977.690918
	Iteration 41Q: 3 clusters Score -2.339397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170587 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -23393968.000000 Penalty: 5977.690918
	Iteration 42Q: 3 clusters Score -2.339397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170587 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -23393968.000000 Penalty: 5977.690918
	Iteration 43F: 3 clusters Score -2.339397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Entering Unmasked Estep 
Score: -4715488.500000 Penalty: 2594.268066
	Iteration 0F: 2 clusters Score -4715488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -4691714.500000 Penalty: 5188.536133
	Iteration 0F: 3 clusters Score -4691714 nChanged 15917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -4700636.500000 Penalty: 5188.536133
	Iteration 1F: 3 clusters Score -4700636 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -4701649.000000 Penalty: 5188.536133
	Iteration 2F: 3 clusters Score -4701649 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -4702910.000000 Penalty: 5188.536133
	Iteration 3F: 3 clusters Score -4702910 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -4704195.000000 Penalty: 5188.536133
	Iteration 4F: 3 clusters Score -4704195 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -4705460.000000 Penalty: 5188.536133
	Iteration 5F: 3 clusters Score -4705460 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -4706585.000000 Penalty: 5188.536133
	Iteration 6F: 3 clusters Score -4706585 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -4707709.500000 Penalty: 5188.536133
	Iteration 7F: 3 clusters Score -4707710 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -4708816.000000 Penalty: 5188.536133
	Iteration 8F: 3 clusters Score -4708816 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -4709779.500000 Penalty: 5188.536133
	Iteration 9Q: 3 clusters Score -4709780 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -4710437.000000 Penalty: 5188.536133
	Iteration 10Q: 3 clusters Score -4710437 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -4710824.500000 Penalty: 5188.536133
	Iteration 11Q: 3 clusters Score -4710824 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -4711050.000000 Penalty: 5188.536133
	Iteration 12Q: 3 clusters Score -4711050 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -4711233.500000 Penalty: 5188.536133
	Iteration 13Q: 3 clusters Score -4711234 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -4711369.000000 Penalty: 5188.536133
	Iteration 14Q: 3 clusters Score -4711369 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 24410 members 
Entering Unmasked Estep 
Score: -4711518.000000 Penalty: 5188.536133
	Iteration 15Q: 3 clusters Score -4711518 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -4711673.500000 Penalty: 5188.536133
	Iteration 16Q: 3 clusters Score -4711674 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -4711819.000000 Penalty: 5188.536133
	Iteration 17Q: 3 clusters Score -4711819 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -4711894.500000 Penalty: 5188.536133
	Iteration 18Q: 3 clusters Score -4711894 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -4712018.000000 Penalty: 5188.536133
	Iteration 19Q: 3 clusters Score -4712018 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -4712119.000000 Penalty: 5188.536133
	Iteration 20F: 3 clusters Score -4712119 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -4712205.000000 Penalty: 5188.536133
	Iteration 21Q: 3 clusters Score -4712205 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -4712286.000000 Penalty: 5188.536133
	Iteration 22Q: 3 clusters Score -4712286 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -4712354.500000 Penalty: 5188.536133
	Iteration 23Q: 3 clusters Score -4712354 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -4712426.500000 Penalty: 5188.536133
	Iteration 24Q: 3 clusters Score -4712426 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -4712500.500000 Penalty: 5188.536133
	Iteration 25Q: 3 clusters Score -4712500 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -4712543.000000 Penalty: 5188.536133
	Iteration 26Q: 3 clusters Score -4712543 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -4712596.500000 Penalty: 5188.536133
	Iteration 27Q: 3 clusters Score -4712596 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -4712654.000000 Penalty: 5188.536133
	Iteration 28Q: 3 clusters Score -4712654 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -4712700.000000 Penalty: 5188.536133
	Iteration 29Q: 3 clusters Score -4712700 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -4712763.000000 Penalty: 5188.536133
	Iteration 30Q: 3 clusters Score -4712763 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -4712812.500000 Penalty: 5188.536133
	Iteration 31Q: 3 clusters Score -4712812 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -4712887.000000 Penalty: 5188.536133
	Iteration 32Q: 3 clusters Score -4712887 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -4712943.000000 Penalty: 5188.536133
	Iteration 33Q: 3 clusters Score -4712943 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -4712999.500000 Penalty: 5188.536133
	Iteration 34Q: 3 clusters Score -4713000 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -4713079.000000 Penalty: 5188.536133
	Iteration 35Q: 3 clusters Score -4713079 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -4713129.500000 Penalty: 5188.536133
	Iteration 36Q: 3 clusters Score -4713130 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -4713177.500000 Penalty: 5188.536133
	Iteration 37Q: 3 clusters Score -4713178 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -4713221.000000 Penalty: 5188.536133
	Iteration 38Q: 3 clusters Score -4713221 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4713238.500000 Penalty: 5188.536133
	Iteration 39Q: 3 clusters Score -4713238 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4713263.500000 Penalty: 5188.536133
	Iteration 40F: 3 clusters Score -4713264 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 31087 members 
Entering Unmasked Estep 
Score: -4713281.500000 Penalty: 5188.536133
	Iteration 41Q: 3 clusters Score -4713282 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4713314.500000 Penalty: 5188.536133
	Iteration 42Q: 3 clusters Score -4713314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -4713325.500000 Penalty: 5188.536133
	Iteration 43Q: 3 clusters Score -4713326 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -4713344.500000 Penalty: 5188.536133
	Iteration 44Q: 3 clusters Score -4713344 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 31429 members 
Entering Unmasked Estep 
Score: -4713356.500000 Penalty: 5188.536133
	Iteration 45Q: 3 clusters Score -4713356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -4713389.000000 Penalty: 5188.536133
	Iteration 46Q: 3 clusters Score -4713389 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -4713405.500000 Penalty: 5188.536133
	Iteration 47Q: 3 clusters Score -4713406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -4713410.000000 Penalty: 5188.536133
	Iteration 48Q: 3 clusters Score -4713410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 31716 members 
Entering Unmasked Estep 
Score: -4713414.500000 Penalty: 5188.536133
	Iteration 49Q: 3 clusters Score -4713414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4713417.500000 Penalty: 5188.536133
	Iteration 50Q: 3 clusters Score -4713418 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -4713431.500000 Penalty: 5188.536133
	Iteration 51Q: 3 clusters Score -4713432 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -4713450.500000 Penalty: 5188.536133
	Iteration 52Q: 3 clusters Score -4713450 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 31913 members 
Entering Unmasked Estep 
Score: -4713445.000000 Penalty: 5188.536133
	Iteration 53Q: 3 clusters Score -4713445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4713445.000000 Penalty: 5188.536133
	Iteration 54Q: 3 clusters Score -4713445 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -4713445.500000 Penalty: 5188.536133
	Iteration 55Q: 3 clusters Score -4713446 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 32019 members 
Entering Unmasked Estep 
Score: -4713460.500000 Penalty: 5188.536133
	Iteration 56Q: 3 clusters Score -4713460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -4713466.500000 Penalty: 5188.536133
	Iteration 57Q: 3 clusters Score -4713466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 32068 members 
Entering Unmasked Estep 
Score: -4713470.500000 Penalty: 5188.536133
	Iteration 58Q: 3 clusters Score -4713470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -4713480.500000 Penalty: 5188.536133
	Iteration 59Q: 3 clusters Score -4713480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -4713492.000000 Penalty: 5188.536133
	Iteration 60F: 3 clusters Score -4713492 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -4713494.000000 Penalty: 5188.536133
	Iteration 61Q: 3 clusters Score -4713494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -4713495.500000 Penalty: 5188.536133
	Iteration 62Q: 3 clusters Score -4713496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -4713502.500000 Penalty: 5188.536133
	Iteration 63Q: 3 clusters Score -4713502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -4713501.500000 Penalty: 5188.536133
	Iteration 64Q: 3 clusters Score -4713502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -4713512.000000 Penalty: 5188.536133
	Iteration 65Q: 3 clusters Score -4713512 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -4713514.500000 Penalty: 5188.536133
	Iteration 66Q: 3 clusters Score -4713514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -4713516.500000 Penalty: 5188.536133
	Iteration 67Q: 3 clusters Score -4713516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -4713529.500000 Penalty: 5188.536133
	Iteration 68Q: 3 clusters Score -4713530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -4713537.500000 Penalty: 5188.536133
	Iteration 69Q: 3 clusters Score -4713538 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4713541.000000 Penalty: 5188.536133
	Iteration 70Q: 3 clusters Score -4713541 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
Score: -4713542.500000 Penalty: 5188.536133
	Iteration 71Q: 3 clusters Score -4713542 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -4713544.500000 Penalty: 5188.536133
	Iteration 72Q: 3 clusters Score -4713544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4713553.500000 Penalty: 5188.536133
	Iteration 73Q: 3 clusters Score -4713554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4713569.500000 Penalty: 5188.536133
	Iteration 74Q: 3 clusters Score -4713570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -4713578.500000 Penalty: 5188.536133
	Iteration 75Q: 3 clusters Score -4713578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4713574.000000 Penalty: 5188.536133
	Iteration 76Q: 3 clusters Score -4713574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -4713587.500000 Penalty: 5188.536133
	Iteration 77Q: 3 clusters Score -4713588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4713596.500000 Penalty: 5188.536133
	Iteration 78Q: 3 clusters Score -4713596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -4713605.500000 Penalty: 5188.536133
	Iteration 79Q: 3 clusters Score -4713606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -4713608.000000 Penalty: 5188.536133
	Iteration 80F: 3 clusters Score -4713608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -4713613.500000 Penalty: 5188.536133
	Iteration 81Q: 3 clusters Score -4713614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -4713620.000000 Penalty: 5188.536133
	Iteration 82Q: 3 clusters Score -4713620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -4713631.500000 Penalty: 5188.536133
	Iteration 83Q: 3 clusters Score -4713632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4713633.500000 Penalty: 5188.536133
	Iteration 84Q: 3 clusters Score -4713634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -4713629.500000 Penalty: 5188.536133
	Iteration 85Q: 3 clusters Score -4713630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -4713639.500000 Penalty: 5188.536133
	Iteration 86Q: 3 clusters Score -4713640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 32695 members 
Entering Unmasked Estep 
Score: -4713643.500000 Penalty: 5188.536133
	Iteration 87Q: 3 clusters Score -4713644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4713645.000000 Penalty: 5188.536133
	Iteration 88Q: 3 clusters Score -4713645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4713643.000000 Penalty: 5188.536133
	Iteration 89Q: 3 clusters Score -4713643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -4713648.000000 Penalty: 5188.536133
	Iteration 90Q: 3 clusters Score -4713648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -4713643.000000 Penalty: 5188.536133
	Iteration 91Q: 3 clusters Score -4713643 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -4713651.000000 Penalty: 5188.536133
	Iteration 92Q: 3 clusters Score -4713651 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -4713655.500000 Penalty: 5188.536133
	Iteration 93Q: 3 clusters Score -4713656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -4713652.000000 Penalty: 5188.536133
	Iteration 94Q: 3 clusters Score -4713652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -4713659.500000 Penalty: 5188.536133
	Iteration 95Q: 3 clusters Score -4713660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4713661.000000 Penalty: 5188.536133
	Iteration 96Q: 3 clusters Score -4713661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -4713665.500000 Penalty: 5188.536133
	Iteration 97Q: 3 clusters Score -4713666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4713667.000000 Penalty: 5188.536133
	Iteration 98Q: 3 clusters Score -4713667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -4713677.000000 Penalty: 5188.536133
	Iteration 99Q: 3 clusters Score -4713677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -4713674.500000 Penalty: 5188.536133
	Iteration 100F: 3 clusters Score -4713674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -4713673.000000 Penalty: 5188.536133
	Iteration 101Q: 3 clusters Score -4713673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4713683.000000 Penalty: 5188.536133
	Iteration 102Q: 3 clusters Score -4713683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -4713684.000000 Penalty: 5188.536133
	Iteration 103Q: 3 clusters Score -4713684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -4713685.000000 Penalty: 5188.536133
	Iteration 104Q: 3 clusters Score -4713685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -4713688.500000 Penalty: 5188.536133
	Iteration 105Q: 3 clusters Score -4713688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -4713689.500000 Penalty: 5188.536133
	Iteration 106Q: 3 clusters Score -4713690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -4713694.000000 Penalty: 5188.536133
	Iteration 107Q: 3 clusters Score -4713694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -4713694.000000 Penalty: 5188.536133
	Iteration 108Q: 3 clusters Score -4713694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -4713694.500000 Penalty: 5188.536133
	Iteration 109Q: 3 clusters Score -4713694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -4713698.500000 Penalty: 5188.536133
	Iteration 110Q: 3 clusters Score -4713698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 33068 members 
Entering Unmasked Estep 
Score: -4713712.500000 Penalty: 5188.536133
	Iteration 111Q: 3 clusters Score -4713712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -4713717.500000 Penalty: 5188.536133
	Iteration 112Q: 3 clusters Score -4713718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 33110 members 
Entering Unmasked Estep 
Score: -4713729.000000 Penalty: 5188.536133
	Iteration 113Q: 3 clusters Score -4713729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 33133 members 
Entering Unmasked Estep 
Score: -4713735.000000 Penalty: 5188.536133
	Iteration 114Q: 3 clusters Score -4713735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -4713751.000000 Penalty: 5188.536133
	Iteration 115Q: 3 clusters Score -4713751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -4713764.500000 Penalty: 5188.536133
	Iteration 116Q: 3 clusters Score -4713764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -4713760.500000 Penalty: 5188.536133
	Iteration 117Q: 3 clusters Score -4713760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -4713776.000000 Penalty: 5188.536133
	Iteration 118Q: 3 clusters Score -4713776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -4713797.000000 Penalty: 5188.536133
	Iteration 119Q: 3 clusters Score -4713797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4713838.500000 Penalty: 5188.536133
	Iteration 120F: 3 clusters Score -4713838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -4713881.000000 Penalty: 5188.536133
	Iteration 121Q: 3 clusters Score -4713881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -4713944.500000 Penalty: 5188.536133
	Iteration 122Q: 3 clusters Score -4713944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -4713992.500000 Penalty: 5188.536133
	Iteration 123Q: 3 clusters Score -4713992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -4714040.000000 Penalty: 5188.536133
	Iteration 124Q: 3 clusters Score -4714040 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -4714070.000000 Penalty: 5188.536133
	Iteration 125Q: 3 clusters Score -4714070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -4714118.500000 Penalty: 5188.536133
	Iteration 126Q: 3 clusters Score -4714118 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -4714136.000000 Penalty: 5188.536133
	Iteration 127Q: 3 clusters Score -4714136 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -4714145.500000 Penalty: 5188.536133
	Iteration 128Q: 3 clusters Score -4714146 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -4714158.500000 Penalty: 5188.536133
	Iteration 129Q: 3 clusters Score -4714158 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4714161.500000 Penalty: 5188.536133
	Iteration 130Q: 3 clusters Score -4714162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -4714160.500000 Penalty: 5188.536133
	Iteration 131Q: 3 clusters Score -4714160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4714165.000000 Penalty: 5188.536133
	Iteration 132Q: 3 clusters Score -4714165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -4714167.000000 Penalty: 5188.536133
	Iteration 133Q: 3 clusters Score -4714167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -4714170.500000 Penalty: 5188.536133
	Iteration 134Q: 3 clusters Score -4714170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4714171.500000 Penalty: 5188.536133
	Iteration 135Q: 3 clusters Score -4714172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -4714175.000000 Penalty: 5188.536133
	Iteration 136Q: 3 clusters Score -4714175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -4714178.000000 Penalty: 5188.536133
	Iteration 137Q: 3 clusters Score -4714178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4714173.000000 Penalty: 5188.536133
	Iteration 138Q: 3 clusters Score -4714173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -4714174.500000 Penalty: 5188.536133
	Iteration 139Q: 3 clusters Score -4714174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -4714171.000000 Penalty: 5188.536133
	Iteration 140F: 3 clusters Score -4714171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (8481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Entering Unmasked Estep 
Score: -1089585.500000 Penalty: 2243.304688
	Iteration 0F: 2 clusters Score -1089586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1082945.375000 Penalty: 4486.609375
	Iteration 0F: 3 clusters Score -1082945 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1084821.500000 Penalty: 4486.609375
	Iteration 1F: 3 clusters Score -1084822 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1085191.875000 Penalty: 4486.609375
	Iteration 2F: 3 clusters Score -1085192 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1085493.625000 Penalty: 4486.609375
	Iteration 3F: 3 clusters Score -1085494 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1085778.875000 Penalty: 4486.609375
	Iteration 4F: 3 clusters Score -1085779 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1086053.375000 Penalty: 4486.609375
	Iteration 5Q: 3 clusters Score -1086053 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1086295.000000 Penalty: 4486.609375
	Iteration 6Q: 3 clusters Score -1086295 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1086494.375000 Penalty: 4486.609375
	Iteration 7Q: 3 clusters Score -1086494 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1086652.000000 Penalty: 4486.609375
	Iteration 8Q: 3 clusters Score -1086652 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1086786.000000 Penalty: 4486.609375
	Iteration 9Q: 3 clusters Score -1086786 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1086919.000000 Penalty: 4486.609375
	Iteration 10Q: 3 clusters Score -1086919 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1087032.500000 Penalty: 4486.609375
	Iteration 11Q: 3 clusters Score -1087032 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1087124.750000 Penalty: 4486.609375
	Iteration 12Q: 3 clusters Score -1087125 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1087210.750000 Penalty: 4486.609375
	Iteration 13Q: 3 clusters Score -1087211 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1087290.875000 Penalty: 4486.609375
	Iteration 14Q: 3 clusters Score -1087291 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1087365.000000 Penalty: 4486.609375
	Iteration 15Q: 3 clusters Score -1087365 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1087426.500000 Penalty: 4486.609375
	Iteration 16Q: 3 clusters Score -1087426 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1087479.500000 Penalty: 4486.609375
	Iteration 17Q: 3 clusters Score -1087480 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1087528.375000 Penalty: 4486.609375
	Iteration 18Q: 3 clusters Score -1087528 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1087570.375000 Penalty: 4486.609375
	Iteration 19Q: 3 clusters Score -1087570 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1087608.625000 Penalty: 4486.609375
	Iteration 20F: 3 clusters Score -1087609 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1087645.875000 Penalty: 4486.609375
	Iteration 21Q: 3 clusters Score -1087646 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1087683.125000 Penalty: 4486.609375
	Iteration 22Q: 3 clusters Score -1087683 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1087712.625000 Penalty: 4486.609375
	Iteration 23Q: 3 clusters Score -1087713 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1087749.500000 Penalty: 4486.609375
	Iteration 24Q: 3 clusters Score -1087750 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1087790.125000 Penalty: 4486.609375
	Iteration 25Q: 3 clusters Score -1087790 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1087819.750000 Penalty: 4486.609375
	Iteration 26Q: 3 clusters Score -1087820 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1087864.375000 Penalty: 4486.609375
	Iteration 27Q: 3 clusters Score -1087864 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1087908.625000 Penalty: 4486.609375
	Iteration 28Q: 3 clusters Score -1087909 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1087947.625000 Penalty: 4486.609375
	Iteration 29Q: 3 clusters Score -1087948 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1088000.750000 Penalty: 4486.609375
	Iteration 30Q: 3 clusters Score -1088001 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1088069.250000 Penalty: 4486.609375
	Iteration 31Q: 3 clusters Score -1088069 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1088144.750000 Penalty: 4486.609375
	Iteration 32Q: 3 clusters Score -1088145 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1088220.875000 Penalty: 4486.609375
	Iteration 33Q: 3 clusters Score -1088221 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1088282.125000 Penalty: 4486.609375
	Iteration 34Q: 3 clusters Score -1088282 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1088336.875000 Penalty: 4486.609375
	Iteration 35Q: 3 clusters Score -1088337 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1088388.000000 Penalty: 4486.609375
	Iteration 36Q: 3 clusters Score -1088388 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1088445.250000 Penalty: 4486.609375
	Iteration 37Q: 3 clusters Score -1088445 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1088483.250000 Penalty: 4486.609375
	Iteration 38Q: 3 clusters Score -1088483 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1088518.625000 Penalty: 4486.609375
	Iteration 39Q: 3 clusters Score -1088519 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1088551.375000 Penalty: 4486.609375
	Iteration 40F: 3 clusters Score -1088551 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1088582.125000 Penalty: 4486.609375
	Iteration 41Q: 3 clusters Score -1088582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1088612.250000 Penalty: 4486.609375
	Iteration 42Q: 3 clusters Score -1088612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1088639.250000 Penalty: 4486.609375
	Iteration 43Q: 3 clusters Score -1088639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1088655.625000 Penalty: 4486.609375
	Iteration 44Q: 3 clusters Score -1088656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1088669.500000 Penalty: 4486.609375
	Iteration 45Q: 3 clusters Score -1088670 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1088692.875000 Penalty: 4486.609375
	Iteration 46Q: 3 clusters Score -1088693 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1088714.125000 Penalty: 4486.609375
	Iteration 47Q: 3 clusters Score -1088714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1088726.375000 Penalty: 4486.609375
	Iteration 48Q: 3 clusters Score -1088726 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1088741.875000 Penalty: 4486.609375
	Iteration 49Q: 3 clusters Score -1088742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1088744.375000 Penalty: 4486.609375
	Iteration 50Q: 3 clusters Score -1088744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1088758.750000 Penalty: 4486.609375
	Iteration 51Q: 3 clusters Score -1088759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1088765.500000 Penalty: 4486.609375
	Iteration 52Q: 3 clusters Score -1088766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1088771.375000 Penalty: 4486.609375
	Iteration 53Q: 3 clusters Score -1088771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1088777.500000 Penalty: 4486.609375
	Iteration 54Q: 3 clusters Score -1088778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1088784.875000 Penalty: 4486.609375
	Iteration 55Q: 3 clusters Score -1088785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1088786.000000 Penalty: 4486.609375
	Iteration 56Q: 3 clusters Score -1088786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1088792.125000 Penalty: 4486.609375
	Iteration 57Q: 3 clusters Score -1088792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1088794.250000 Penalty: 4486.609375
	Iteration 58Q: 3 clusters Score -1088794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1088795.500000 Penalty: 4486.609375
	Iteration 59Q: 3 clusters Score -1088796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1088796.625000 Penalty: 4486.609375
	Iteration 60F: 3 clusters Score -1088797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Entering Unmasked Estep 
Score: -26987.132812 Penalty: 1371.298340
	Iteration 0F: 2 clusters Score -26987.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25825.033203 Penalty: 2742.596680
	Iteration 0F: 3 clusters Score -25825.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25999.396484 Penalty: 2742.596680
	Iteration 1F: 3 clusters Score -25999.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -26057.132812 Penalty: 2742.596680
	Iteration 2Q: 3 clusters Score -26057.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26082.041016 Penalty: 2742.596680
	Iteration 3Q: 3 clusters Score -26082.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -26105.669922 Penalty: 2742.596680
	Iteration 4Q: 3 clusters Score -26105.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26121.763672 Penalty: 2742.596680
	Iteration 5Q: 3 clusters Score -26121.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -26140.384766 Penalty: 2742.596680
	Iteration 6Q: 3 clusters Score -26140.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26171.007812 Penalty: 2742.596680
	Iteration 7Q: 3 clusters Score -26171.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -26199.710938 Penalty: 2742.596680
	Iteration 8Q: 3 clusters Score -26199.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -26237.130859 Penalty: 2742.596680
	Iteration 9Q: 3 clusters Score -26237.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -26252.066406 Penalty: 2742.596680
	Iteration 10Q: 3 clusters Score -26252.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26267.316406 Penalty: 2742.596680
	Iteration 11Q: 3 clusters Score -26267.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -26290.658203 Penalty: 2742.596680
	Iteration 12Q: 3 clusters Score -26290.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26297.263672 Penalty: 2742.596680
	Iteration 13Q: 3 clusters Score -26297.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26301.675781 Penalty: 2742.596680
	Iteration 14Q: 3 clusters Score -26301.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26320.603516 Penalty: 2742.596680
	Iteration 15Q: 3 clusters Score -26320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26353.623047 Penalty: 2742.596680
	Iteration 16Q: 3 clusters Score -26353.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26457.179688 Penalty: 2742.596680
	Iteration 17Q: 3 clusters Score -26457.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26474.896484 Penalty: 2742.596680
	Iteration 18Q: 3 clusters Score -26474.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26474.896484 Penalty: 2742.596680
	Iteration 19F: 3 clusters Score -26474.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52336 members 
Entering Unmasked Estep 
Score: -7212077.500000 Penalty: 2694.628906
	Iteration 0F: 2 clusters Score -7212078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -7176770.000000 Penalty: 5389.257812
	Iteration 0F: 3 clusters Score -7176770 nChanged 24337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -7190203.000000 Penalty: 5389.257812
	Iteration 1F: 3 clusters Score -7190203 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -7190729.000000 Penalty: 5389.257812
	Iteration 2Q: 3 clusters Score -7190729 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -7191312.000000 Penalty: 5389.257812
	Iteration 3Q: 3 clusters Score -7191312 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -7192105.500000 Penalty: 5389.257812
	Iteration 4Q: 3 clusters Score -7192106 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -7193222.500000 Penalty: 5389.257812
	Iteration 5Q: 3 clusters Score -7193222 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -7195138.000000 Penalty: 5389.257812
	Iteration 6F: 3 clusters Score -7195138 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -7197997.000000 Penalty: 5389.257812
	Iteration 7F: 3 clusters Score -7197997 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 34787 members 
Entering Unmasked Estep 
Score: -7201145.500000 Penalty: 5389.257812
	Iteration 8F: 3 clusters Score -7201146 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -7203432.000000 Penalty: 5389.257812
	Iteration 9F: 3 clusters Score -7203432 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -7204713.500000 Penalty: 5389.257812
	Iteration 10F: 3 clusters Score -7204714 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -7205284.500000 Penalty: 5389.257812
	Iteration 11Q: 3 clusters Score -7205284 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -7205704.500000 Penalty: 5389.257812
	Iteration 12Q: 3 clusters Score -7205704 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -7205990.500000 Penalty: 5389.257812
	Iteration 13Q: 3 clusters Score -7205990 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -7206215.500000 Penalty: 5389.257812
	Iteration 14Q: 3 clusters Score -7206216 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -7206402.500000 Penalty: 5389.257812
	Iteration 15Q: 3 clusters Score -7206402 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -7206541.000000 Penalty: 5389.257812
	Iteration 16Q: 3 clusters Score -7206541 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -7206707.500000 Penalty: 5389.257812
	Iteration 17Q: 3 clusters Score -7206708 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -7206904.500000 Penalty: 5389.257812
	Iteration 18Q: 3 clusters Score -7206904 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -7207093.000000 Penalty: 5389.257812
	Iteration 19Q: 3 clusters Score -7207093 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -7207299.500000 Penalty: 5389.257812
	Iteration 20F: 3 clusters Score -7207300 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -7207518.500000 Penalty: 5389.257812
	Iteration 21Q: 3 clusters Score -7207518 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -7207705.500000 Penalty: 5389.257812
	Iteration 22Q: 3 clusters Score -7207706 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -7207912.500000 Penalty: 5389.257812
	Iteration 23Q: 3 clusters Score -7207912 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -7208149.000000 Penalty: 5389.257812
	Iteration 24Q: 3 clusters Score -7208149 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -7208385.000000 Penalty: 5389.257812
	Iteration 25Q: 3 clusters Score -7208385 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -7208566.000000 Penalty: 5389.257812
	Iteration 26Q: 3 clusters Score -7208566 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -7208749.000000 Penalty: 5389.257812
	Iteration 27Q: 3 clusters Score -7208749 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 49384 members 
Entering Unmasked Estep 
Score: -7208918.000000 Penalty: 5389.257812
	Iteration 28Q: 3 clusters Score -7208918 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -7209065.000000 Penalty: 5389.257812
	Iteration 29Q: 3 clusters Score -7209065 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 50050 members 
Entering Unmasked Estep 
Score: -7209206.500000 Penalty: 5389.257812
	Iteration 30Q: 3 clusters Score -7209206 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 50315 members 
Entering Unmasked Estep 
Score: -7209301.000000 Penalty: 5389.257812
	Iteration 31Q: 3 clusters Score -7209301 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -7209414.000000 Penalty: 5389.257812
	Iteration 32Q: 3 clusters Score -7209414 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 50723 members 
Entering Unmasked Estep 
Score: -7209486.500000 Penalty: 5389.257812
	Iteration 33Q: 3 clusters Score -7209486 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 50849 members 
Entering Unmasked Estep 
Score: -7209543.000000 Penalty: 5389.257812
	Iteration 34Q: 3 clusters Score -7209543 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -7209602.500000 Penalty: 5389.257812
	Iteration 35Q: 3 clusters Score -7209602 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 51028 members 
Entering Unmasked Estep 
Score: -7209628.500000 Penalty: 5389.257812
	Iteration 36Q: 3 clusters Score -7209628 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -7209639.500000 Penalty: 5389.257812
	Iteration 37Q: 3 clusters Score -7209640 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 51154 members 
Entering Unmasked Estep 
Score: -7209668.000000 Penalty: 5389.257812
	Iteration 38Q: 3 clusters Score -7209668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -7209695.500000 Penalty: 5389.257812
	Iteration 39Q: 3 clusters Score -7209696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -7209716.000000 Penalty: 5389.257812
	Iteration 40F: 3 clusters Score -7209716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 51263 members 
Entering Unmasked Estep 
Score: -7209730.000000 Penalty: 5389.257812
	Iteration 41Q: 3 clusters Score -7209730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 51283 members 
Entering Unmasked Estep 
Score: -7209752.500000 Penalty: 5389.257812
	Iteration 42Q: 3 clusters Score -7209752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -7209760.500000 Penalty: 5389.257812
	Iteration 43Q: 3 clusters Score -7209760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 51327 members 
Entering Unmasked Estep 
Score: -7209771.000000 Penalty: 5389.257812
	Iteration 44Q: 3 clusters Score -7209771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 51339 members 
Entering Unmasked Estep 
Score: -7209781.500000 Penalty: 5389.257812
	Iteration 45Q: 3 clusters Score -7209782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -7209775.500000 Penalty: 5389.257812
	Iteration 46Q: 3 clusters Score -7209776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 51346 members 
Entering Unmasked Estep 
Score: -7209782.000000 Penalty: 5389.257812
	Iteration 47Q: 3 clusters Score -7209782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -7209779.000000 Penalty: 5389.257812
	Iteration 48Q: 3 clusters Score -7209779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -7209780.000000 Penalty: 5389.257812
	Iteration 49Q: 3 clusters Score -7209780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -7209780.500000 Penalty: 5389.257812
	Iteration 50Q: 3 clusters Score -7209780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 51364 members 
Entering Unmasked Estep 
Score: -7209777.000000 Penalty: 5389.257812
	Iteration 51Q: 3 clusters Score -7209777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -7209778.000000 Penalty: 5389.257812
	Iteration 52Q: 3 clusters Score -7209778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -7209785.000000 Penalty: 5389.257812
	Iteration 53Q: 3 clusters Score -7209785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -7209782.000000 Penalty: 5389.257812
	Iteration 54Q: 3 clusters Score -7209782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 51397 members 
Entering Unmasked Estep 
Score: -7209797.500000 Penalty: 5389.257812
	Iteration 55Q: 3 clusters Score -7209798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -7209811.000000 Penalty: 5389.257812
	Iteration 56Q: 3 clusters Score -7209811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 51410 members 
Entering Unmasked Estep 
Score: -7209806.500000 Penalty: 5389.257812
	Iteration 57Q: 3 clusters Score -7209806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 51413 members 
Entering Unmasked Estep 
Score: -7209809.500000 Penalty: 5389.257812
	Iteration 58Q: 3 clusters Score -7209810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 51418 members 
Entering Unmasked Estep 
Score: -7209804.000000 Penalty: 5389.257812
	Iteration 59Q: 3 clusters Score -7209804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -7209803.000000 Penalty: 5389.257812
	Iteration 60F: 3 clusters Score -7209803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -7209805.500000 Penalty: 5389.257812
	Iteration 61Q: 3 clusters Score -7209806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -7209805.500000 Penalty: 5389.257812
	Iteration 62F: 3 clusters Score -7209806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (66254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Entering Unmasked Estep 
Score: -9196873.000000 Penalty: 2753.110107
	Iteration 0F: 2 clusters Score -9196873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -9152512.000000 Penalty: 5506.220215
	Iteration 0F: 3 clusters Score -9152512 nChanged 30952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -9169802.000000 Penalty: 5506.220215
	Iteration 1F: 3 clusters Score -9169802 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -9170462.000000 Penalty: 5506.220215
	Iteration 2Q: 3 clusters Score -9170462 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -9171188.000000 Penalty: 5506.220215
	Iteration 3Q: 3 clusters Score -9171188 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -9171962.000000 Penalty: 5506.220215
	Iteration 4Q: 3 clusters Score -9171962 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -9172841.000000 Penalty: 5506.220215
	Iteration 5Q: 3 clusters Score -9172841 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 28294 members 
Entering Unmasked Estep 
Score: -9174027.000000 Penalty: 5506.220215
	Iteration 6Q: 3 clusters Score -9174027 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -9175791.000000 Penalty: 5506.220215
	Iteration 7Q: 3 clusters Score -9175791 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 22709 members 
Entering Unmasked Estep 
Score: -9178359.000000 Penalty: 5506.220215
	Iteration 8F: 3 clusters Score -9178359 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47412 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -9181722.000000 Penalty: 5506.220215
	Iteration 9F: 3 clusters Score -9181722 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -9185506.000000 Penalty: 5506.220215
	Iteration 10F: 3 clusters Score -9185506 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -9189040.000000 Penalty: 5506.220215
	Iteration 11F: 3 clusters Score -9189040 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56831 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -9191455.000000 Penalty: 5506.220215
	Iteration 12Q: 3 clusters Score -9191455 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -9193037.000000 Penalty: 5506.220215
	Iteration 13Q: 3 clusters Score -9193037 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59124 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -9194159.000000 Penalty: 5506.220215
	Iteration 14Q: 3 clusters Score -9194159 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59645 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -9194820.000000 Penalty: 5506.220215
	Iteration 15Q: 3 clusters Score -9194820 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -9195143.000000 Penalty: 5506.220215
	Iteration 16Q: 3 clusters Score -9195143 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60146 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -9195274.000000 Penalty: 5506.220215
	Iteration 17Q: 3 clusters Score -9195274 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60312 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -9195352.000000 Penalty: 5506.220215
	Iteration 18Q: 3 clusters Score -9195352 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60408 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -9195426.000000 Penalty: 5506.220215
	Iteration 19Q: 3 clusters Score -9195426 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60485 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -9195481.000000 Penalty: 5506.220215
	Iteration 20F: 3 clusters Score -9195481 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60540 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -9195490.000000 Penalty: 5506.220215
	Iteration 21Q: 3 clusters Score -9195490 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60586 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -9195499.000000 Penalty: 5506.220215
	Iteration 22Q: 3 clusters Score -9195499 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60618 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -9195515.000000 Penalty: 5506.220215
	Iteration 23Q: 3 clusters Score -9195515 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60652 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -9195520.000000 Penalty: 5506.220215
	Iteration 24Q: 3 clusters Score -9195520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60679 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -9195530.000000 Penalty: 5506.220215
	Iteration 25Q: 3 clusters Score -9195530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -9195527.000000 Penalty: 5506.220215
	Iteration 26Q: 3 clusters Score -9195527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -9195520.000000 Penalty: 5506.220215
	Iteration 27Q: 3 clusters Score -9195520 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60727 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -9195532.000000 Penalty: 5506.220215
	Iteration 28Q: 3 clusters Score -9195532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60736 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -9195536.000000 Penalty: 5506.220215
	Iteration 29Q: 3 clusters Score -9195536 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -9195540.000000 Penalty: 5506.220215
	Iteration 30Q: 3 clusters Score -9195540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -9195529.000000 Penalty: 5506.220215
	Iteration 31Q: 3 clusters Score -9195529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -9195530.000000 Penalty: 5506.220215
	Iteration 32Q: 3 clusters Score -9195530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -9195531.000000 Penalty: 5506.220215
	Iteration 33Q: 3 clusters Score -9195531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -9195526.000000 Penalty: 5506.220215
	Iteration 34Q: 3 clusters Score -9195526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -9195527.000000 Penalty: 5506.220215
	Iteration 35Q: 3 clusters Score -9195527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -9195527.000000 Penalty: 5506.220215
	Iteration 36Q: 3 clusters Score -9195527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -9195525.000000 Penalty: 5506.220215
	Iteration 37Q: 3 clusters Score -9195525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -9195528.000000 Penalty: 5506.220215
	Iteration 38Q: 3 clusters Score -9195528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -9195528.000000 Penalty: 5506.220215
	Iteration 39F: 3 clusters Score -9195528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (73268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73268 members 
Entering Unmasked Estep 
Score: -9854401.000000 Penalty: 2778.066162
	Iteration 0F: 2 clusters Score -9854401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 36735 members 
Entering Unmasked Estep 
Score: -9805264.000000 Penalty: 5556.132324
	Iteration 0F: 3 clusters Score -9805264 nChanged 34263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -9824804.000000 Penalty: 5556.132324
	Iteration 1F: 3 clusters Score -9824804 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -9825428.000000 Penalty: 5556.132324
	Iteration 2Q: 3 clusters Score -9825428 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -9826117.000000 Penalty: 5556.132324
	Iteration 3Q: 3 clusters Score -9826117 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -9826867.000000 Penalty: 5556.132324
	Iteration 4Q: 3 clusters Score -9826867 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -9827809.000000 Penalty: 5556.132324
	Iteration 5Q: 3 clusters Score -9827809 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -9829300.000000 Penalty: 5556.132324
	Iteration 6Q: 3 clusters Score -9829300 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 46396 members 
Entering Unmasked Estep 
Score: -9831712.000000 Penalty: 5556.132324
	Iteration 7F: 3 clusters Score -9831712 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -9835285.000000 Penalty: 5556.132324
	Iteration 8F: 3 clusters Score -9835285 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 55259 members 
Entering Unmasked Estep 
Score: -9839413.000000 Penalty: 5556.132324
	Iteration 9F: 3 clusters Score -9839413 nChanged 4661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 59356 members 
Entering Unmasked Estep 
Score: -9842953.000000 Penalty: 5556.132324
	Iteration 10F: 3 clusters Score -9842953 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 62660 members 
Entering Unmasked Estep 
Score: -9845923.000000 Penalty: 5556.132324
	Iteration 11F: 3 clusters Score -9845923 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -9848143.000000 Penalty: 5556.132324
	Iteration 12Q: 3 clusters Score -9848143 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -9849624.000000 Penalty: 5556.132324
	Iteration 13Q: 3 clusters Score -9849624 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 67961 members 
Entering Unmasked Estep 
Score: -9850582.000000 Penalty: 5556.132324
	Iteration 14Q: 3 clusters Score -9850582 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
Score: -9851123.000000 Penalty: 5556.132324
	Iteration 15Q: 3 clusters Score -9851123 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 69209 members 
Entering Unmasked Estep 
Score: -9851463.000000 Penalty: 5556.132324
	Iteration 16Q: 3 clusters Score -9851463 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 69592 members 
Entering Unmasked Estep 
Score: -9851665.000000 Penalty: 5556.132324
	Iteration 17Q: 3 clusters Score -9851665 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 69881 members 
Entering Unmasked Estep 
Score: -9851792.000000 Penalty: 5556.132324
	Iteration 18Q: 3 clusters Score -9851792 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -9851873.000000 Penalty: 5556.132324
	Iteration 19Q: 3 clusters Score -9851873 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 70300 members 
Entering Unmasked Estep 
Score: -9851961.000000 Penalty: 5556.132324
	Iteration 20F: 3 clusters Score -9851961 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 70446 members 
Entering Unmasked Estep 
Score: -9852004.000000 Penalty: 5556.132324
	Iteration 21Q: 3 clusters Score -9852004 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 70590 members 
Entering Unmasked Estep 
Score: -9852072.000000 Penalty: 5556.132324
	Iteration 22Q: 3 clusters Score -9852072 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -9852085.000000 Penalty: 5556.132324
	Iteration 23Q: 3 clusters Score -9852085 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 70799 members 
Entering Unmasked Estep 
Score: -9852156.000000 Penalty: 5556.132324
	Iteration 24Q: 3 clusters Score -9852156 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 70883 members 
Entering Unmasked Estep 
Score: -9852189.000000 Penalty: 5556.132324
	Iteration 25Q: 3 clusters Score -9852189 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 70966 members 
Entering Unmasked Estep 
Score: -9852182.000000 Penalty: 5556.132324
	Iteration 26Q: 3 clusters Score -9852182 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 71035 members 
Entering Unmasked Estep 
Score: -9852238.000000 Penalty: 5556.132324
	Iteration 27Q: 3 clusters Score -9852238 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -9852261.000000 Penalty: 5556.132324
	Iteration 28Q: 3 clusters Score -9852261 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 71154 members 
Entering Unmasked Estep 
Score: -9852250.000000 Penalty: 5556.132324
	Iteration 29Q: 3 clusters Score -9852250 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 71193 members 
Entering Unmasked Estep 
Score: -9852248.000000 Penalty: 5556.132324
	Iteration 30Q: 3 clusters Score -9852248 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 71238 members 
Entering Unmasked Estep 
Score: -9852262.000000 Penalty: 5556.132324
	Iteration 31Q: 3 clusters Score -9852262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 71273 members 
Entering Unmasked Estep 
Score: -9852292.000000 Penalty: 5556.132324
	Iteration 32Q: 3 clusters Score -9852292 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 71308 members 
Entering Unmasked Estep 
Score: -9852309.000000 Penalty: 5556.132324
	Iteration 33Q: 3 clusters Score -9852309 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 71350 members 
Entering Unmasked Estep 
Score: -9852320.000000 Penalty: 5556.132324
	Iteration 34Q: 3 clusters Score -9852320 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -9852341.000000 Penalty: 5556.132324
	Iteration 35Q: 3 clusters Score -9852341 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 71408 members 
Entering Unmasked Estep 
Score: -9852338.000000 Penalty: 5556.132324
	Iteration 36Q: 3 clusters Score -9852338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -9852357.000000 Penalty: 5556.132324
	Iteration 37Q: 3 clusters Score -9852357 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 71454 members 
Entering Unmasked Estep 
Score: -9852362.000000 Penalty: 5556.132324
	Iteration 38Q: 3 clusters Score -9852362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 71470 members 
Entering Unmasked Estep 
Score: -9852375.000000 Penalty: 5556.132324
	Iteration 39Q: 3 clusters Score -9852375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 71481 members 
Entering Unmasked Estep 
Score: -9852378.000000 Penalty: 5556.132324
	Iteration 40F: 3 clusters Score -9852378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -9852379.000000 Penalty: 5556.132324
	Iteration 41Q: 3 clusters Score -9852379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 71507 members 
Entering Unmasked Estep 
Score: -9852390.000000 Penalty: 5556.132324
	Iteration 42Q: 3 clusters Score -9852390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 71521 members 
Entering Unmasked Estep 
Score: -9852399.000000 Penalty: 5556.132324
	Iteration 43Q: 3 clusters Score -9852399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 71531 members 
Entering Unmasked Estep 
Score: -9852398.000000 Penalty: 5556.132324
	Iteration 44Q: 3 clusters Score -9852398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 71537 members 
Entering Unmasked Estep 
Score: -9852392.000000 Penalty: 5556.132324
	Iteration 45Q: 3 clusters Score -9852392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 71544 members 
Entering Unmasked Estep 
Score: -9852398.000000 Penalty: 5556.132324
	Iteration 46Q: 3 clusters Score -9852398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 71549 members 
Entering Unmasked Estep 
Score: -9852397.000000 Penalty: 5556.132324
	Iteration 47Q: 3 clusters Score -9852397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 71553 members 
Entering Unmasked Estep 
Score: -9852400.000000 Penalty: 5556.132324
	Iteration 48Q: 3 clusters Score -9852400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 71558 members 
Entering Unmasked Estep 
Score: -9852403.000000 Penalty: 5556.132324
	Iteration 49Q: 3 clusters Score -9852403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 71559 members 
Entering Unmasked Estep 
Score: -9852397.000000 Penalty: 5556.132324
	Iteration 50Q: 3 clusters Score -9852397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -9852398.000000 Penalty: 5556.132324
	Iteration 51Q: 3 clusters Score -9852398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 71561 members 
Entering Unmasked Estep 
Score: -9852399.000000 Penalty: 5556.132324
	Iteration 52Q: 3 clusters Score -9852399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 71562 members 
Entering Unmasked Estep 
Score: -9852396.000000 Penalty: 5556.132324
	Iteration 53Q: 3 clusters Score -9852396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 71562 members 
Entering Unmasked Estep 
Score: -9852393.000000 Penalty: 5556.132324
	Iteration 54Q: 3 clusters Score -9852393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 71562 members 
Entering Unmasked Estep 
Score: -9852397.000000 Penalty: 5556.132324
	Iteration 55Q: 3 clusters Score -9852397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -9852403.000000 Penalty: 5556.132324
	Iteration 56Q: 3 clusters Score -9852403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 71560 members 
Entering Unmasked Estep 
Score: -9852406.000000 Penalty: 5556.132324
	Iteration 57Q: 3 clusters Score -9852406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 71564 members 
Entering Unmasked Estep 
Score: -9852420.000000 Penalty: 5556.132324
	Iteration 58Q: 3 clusters Score -9852420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 71569 members 
Entering Unmasked Estep 
Score: -9852420.000000 Penalty: 5556.132324
	Iteration 59Q: 3 clusters Score -9852420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -9852409.000000 Penalty: 5556.132324
	Iteration 60F: 3 clusters Score -9852409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 71578 members 
Entering Unmasked Estep 
Score: -9852418.000000 Penalty: 5556.132324
	Iteration 61Q: 3 clusters Score -9852418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 71580 members 
Entering Unmasked Estep 
Score: -9852419.000000 Penalty: 5556.132324
	Iteration 62Q: 3 clusters Score -9852419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -9852410.000000 Penalty: 5556.132324
	Iteration 63Q: 3 clusters Score -9852410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 71589 members 
Entering Unmasked Estep 
Score: -9852405.000000 Penalty: 5556.132324
	Iteration 64Q: 3 clusters Score -9852405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 71592 members 
Entering Unmasked Estep 
Score: -9852406.000000 Penalty: 5556.132324
	Iteration 65Q: 3 clusters Score -9852406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 71596 members 
Entering Unmasked Estep 
Score: -9852408.000000 Penalty: 5556.132324
	Iteration 66Q: 3 clusters Score -9852408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 71599 members 
Entering Unmasked Estep 
Score: -9852407.000000 Penalty: 5556.132324
	Iteration 67Q: 3 clusters Score -9852407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 71605 members 
Entering Unmasked Estep 
Score: -9852401.000000 Penalty: 5556.132324
	Iteration 68Q: 3 clusters Score -9852401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 71611 members 
Entering Unmasked Estep 
Score: -9852397.000000 Penalty: 5556.132324
	Iteration 69Q: 3 clusters Score -9852397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -9852394.000000 Penalty: 5556.132324
	Iteration 70Q: 3 clusters Score -9852394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 71618 members 
Entering Unmasked Estep 
Score: -9852404.000000 Penalty: 5556.132324
	Iteration 71Q: 3 clusters Score -9852404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 71628 members 
Entering Unmasked Estep 
Score: -9852419.000000 Penalty: 5556.132324
	Iteration 72Q: 3 clusters Score -9852419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 71642 members 
Entering Unmasked Estep 
Score: -9852421.000000 Penalty: 5556.132324
	Iteration 73Q: 3 clusters Score -9852421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 71650 members 
Entering Unmasked Estep 
Score: -9852445.000000 Penalty: 5556.132324
	Iteration 74Q: 3 clusters Score -9852445 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 71661 members 
Entering Unmasked Estep 
Score: -9852436.000000 Penalty: 5556.132324
	Iteration 75Q: 3 clusters Score -9852436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -9852434.000000 Penalty: 5556.132324
	Iteration 76Q: 3 clusters Score -9852434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 71673 members 
Entering Unmasked Estep 
Score: -9852440.000000 Penalty: 5556.132324
	Iteration 77Q: 3 clusters Score -9852440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 71676 members 
Entering Unmasked Estep 
Score: -9852445.000000 Penalty: 5556.132324
	Iteration 78Q: 3 clusters Score -9852445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 71680 members 
Entering Unmasked Estep 
Score: -9852436.000000 Penalty: 5556.132324
	Iteration 79Q: 3 clusters Score -9852436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 71682 members 
Entering Unmasked Estep 
Score: -9852437.000000 Penalty: 5556.132324
	Iteration 80F: 3 clusters Score -9852437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -9852431.000000 Penalty: 5556.132324
	Iteration 81Q: 3 clusters Score -9852431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -9852431.000000 Penalty: 5556.132324
	Iteration 82F: 3 clusters Score -9852431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (285250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285250 members 
Entering Unmasked Estep 
Score: -39784192.000000 Penalty: 3115.157959
	Iteration 0F: 2 clusters Score -3.978419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142448 members 
Mstep: Class 2 contains 142802 members 
Entering Unmasked Estep 
Score: -39635008.000000 Penalty: 6230.315918
	Iteration 0F: 3 clusters Score -3.963501e+07 nChanged 138033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136795 members 
Mstep: Class 2 contains 148455 members 
Entering Unmasked Estep 
Score: -39716288.000000 Penalty: 6230.315918
	Iteration 1F: 3 clusters Score -3.971629e+07 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133520 members 
Mstep: Class 2 contains 151730 members 
Entering Unmasked Estep 
Score: -39718336.000000 Penalty: 6230.315918
	Iteration 2Q: 3 clusters Score -3.971834e+07 nChanged 9203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128429 members 
Mstep: Class 2 contains 156821 members 
Entering Unmasked Estep 
Score: -39720712.000000 Penalty: 6230.315918
	Iteration 3Q: 3 clusters Score -3.972071e+07 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120648 members 
Mstep: Class 2 contains 164602 members 
Entering Unmasked Estep 
Score: -39725128.000000 Penalty: 6230.315918
	Iteration 4Q: 3 clusters Score -3.972513e+07 nChanged 14713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109455 members 
Mstep: Class 2 contains 175795 members 
Entering Unmasked Estep 
Score: -39731652.000000 Penalty: 6230.315918
	Iteration 5F: 3 clusters Score -3.973165e+07 nChanged 18214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94751 members 
Mstep: Class 2 contains 190499 members 
Entering Unmasked Estep 
Score: -39742556.000000 Penalty: 6230.315918
	Iteration 6F: 3 clusters Score -3.974256e+07 nChanged 20498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77479 members 
Mstep: Class 2 contains 207771 members 
Entering Unmasked Estep 
Score: -39756840.000000 Penalty: 6230.315918
	Iteration 7F: 3 clusters Score -3.975684e+07 nChanged 20088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60225 members 
Mstep: Class 2 contains 225025 members 
Entering Unmasked Estep 
Score: -39772296.000000 Penalty: 6230.315918
	Iteration 8F: 3 clusters Score -3.97723e+07 nChanged 17082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 240167 members 
Entering Unmasked Estep 
Score: -39785608.000000 Penalty: 6230.315918
	Iteration 9F: 3 clusters Score -3.978561e+07 nChanged 14163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 253696 members 
Entering Unmasked Estep 
Score: -39791608.000000 Penalty: 6230.315918
	Iteration 10Q: 3 clusters Score -3.979161e+07 nChanged 12449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 266045 members 
Entering Unmasked Estep 
Score: -39791560.000000 Penalty: 6230.315918
	Iteration 11Q: 3 clusters Score -3.979156e+07 nChanged 9652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 275693 members 
Entering Unmasked Estep 
Score: -39787168.000000 Penalty: 6230.315918
	Iteration 12Q: 3 clusters Score -3.978717e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 281062 members 
Entering Unmasked Estep 
Score: -39784252.000000 Penalty: 6230.315918
	Iteration 13Q: 3 clusters Score -3.978425e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 283356 members 
Entering Unmasked Estep 
Score: -39782848.000000 Penalty: 6230.315918
	Iteration 14Q: 3 clusters Score -3.978285e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 284237 members 
Entering Unmasked Estep 
Score: -39782092.000000 Penalty: 6230.315918
	Iteration 15Q: 3 clusters Score -3.978209e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 284554 members 
Entering Unmasked Estep 
Score: -39781952.000000 Penalty: 6230.315918
	Iteration 16Q: 3 clusters Score -3.978195e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 284669 members 
Entering Unmasked Estep 
Score: -39781972.000000 Penalty: 6230.315918
	Iteration 17Q: 3 clusters Score -3.978197e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 284729 members 
Entering Unmasked Estep 
Score: -39781988.000000 Penalty: 6230.315918
	Iteration 18Q: 3 clusters Score -3.978199e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 284758 members 
Entering Unmasked Estep 
Score: -39781940.000000 Penalty: 6230.315918
	Iteration 19Q: 3 clusters Score -3.978194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 284775 members 
Entering Unmasked Estep 
Score: -39781940.000000 Penalty: 6230.315918
	Iteration 20F: 3 clusters Score -3.978194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 284788 members 
Entering Unmasked Estep 
Score: -39781944.000000 Penalty: 6230.315918
	Iteration 21Q: 3 clusters Score -3.978194e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 284787 members 
Entering Unmasked Estep 
Score: -39781952.000000 Penalty: 6230.315918
	Iteration 22Q: 3 clusters Score -3.978195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 284794 members 
Entering Unmasked Estep 
Score: -39781960.000000 Penalty: 6230.315918
	Iteration 23Q: 3 clusters Score -3.978196e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 284798 members 
Entering Unmasked Estep 
Score: -39781972.000000 Penalty: 6230.315918
	Iteration 24Q: 3 clusters Score -3.978197e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 284800 members 
Entering Unmasked Estep 
Score: -39782004.000000 Penalty: 6230.315918
	Iteration 25Q: 3 clusters Score -3.9782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 284804 members 
Entering Unmasked Estep 
Score: -39782008.000000 Penalty: 6230.315918
	Iteration 26Q: 3 clusters Score -3.978201e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 284806 members 
Entering Unmasked Estep 
Score: -39782000.000000 Penalty: 6230.315918
	Iteration 27Q: 3 clusters Score -3.9782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 284809 members 
Entering Unmasked Estep 
Score: -39781996.000000 Penalty: 6230.315918
	Iteration 28Q: 3 clusters Score -3.9782e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 284811 members 
Entering Unmasked Estep 
Score: -39781988.000000 Penalty: 6230.315918
	Iteration 29Q: 3 clusters Score -3.978199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 284811 members 
Entering Unmasked Estep 
Score: -39781984.000000 Penalty: 6230.315918
	Iteration 30Q: 3 clusters Score -3.978198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 284813 members 
Entering Unmasked Estep 
Score: -39781992.000000 Penalty: 6230.315918
	Iteration 31Q: 3 clusters Score -3.978199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 284812 members 
Entering Unmasked Estep 
Score: -39781984.000000 Penalty: 6230.315918
	Iteration 32Q: 3 clusters Score -3.978198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 284811 members 
Entering Unmasked Estep 
Score: -39781988.000000 Penalty: 6230.315918
	Iteration 33Q: 3 clusters Score -3.978199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 284811 members 
Entering Unmasked Estep 
Score: -39781988.000000 Penalty: 6230.315918
	Iteration 34Q: 3 clusters Score -3.978199e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 284813 members 
Entering Unmasked Estep 
Score: -39781980.000000 Penalty: 6230.315918
	Iteration 35Q: 3 clusters Score -3.978198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 284816 members 
Entering Unmasked Estep 
Score: -39781992.000000 Penalty: 6230.315918
	Iteration 36Q: 3 clusters Score -3.978199e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 284817 members 
Entering Unmasked Estep 
Score: -39781984.000000 Penalty: 6230.315918
	Iteration 37Q: 3 clusters Score -3.978198e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 284819 members 
Entering Unmasked Estep 
Score: -39781992.000000 Penalty: 6230.315918
	Iteration 38Q: 3 clusters Score -3.978199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 284821 members 
Entering Unmasked Estep 
Score: -39781984.000000 Penalty: 6230.315918
	Iteration 39Q: 3 clusters Score -3.978198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 284824 members 
Entering Unmasked Estep 
Score: -39781976.000000 Penalty: 6230.315918
	Iteration 40F: 3 clusters Score -3.978198e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 284825 members 
Entering Unmasked Estep 
Score: -39782000.000000 Penalty: 6230.315918
	Iteration 41Q: 3 clusters Score -3.9782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 284823 members 
Entering Unmasked Estep 
Score: -39782000.000000 Penalty: 6230.315918
	Iteration 42Q: 3 clusters Score -3.9782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 284825 members 
Entering Unmasked Estep 
Score: -39781992.000000 Penalty: 6230.315918
	Iteration 43Q: 3 clusters Score -3.978199e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 284827 members 
Entering Unmasked Estep 
Score: -39782028.000000 Penalty: 6230.315918
	Iteration 44Q: 3 clusters Score -3.978203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 284827 members 
Entering Unmasked Estep 
Score: -39781996.000000 Penalty: 6230.315918
	Iteration 45Q: 3 clusters Score -3.9782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 284828 members 
Entering Unmasked Estep 
Score: -39782024.000000 Penalty: 6230.315918
	Iteration 46Q: 3 clusters Score -3.978202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 284830 members 
Entering Unmasked Estep 
Score: -39782028.000000 Penalty: 6230.315918
	Iteration 47Q: 3 clusters Score -3.978203e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 284832 members 
Entering Unmasked Estep 
Score: -39782036.000000 Penalty: 6230.315918
	Iteration 48Q: 3 clusters Score -3.978204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 284832 members 
Entering Unmasked Estep 
Score: -39782048.000000 Penalty: 6230.315918
	Iteration 49Q: 3 clusters Score -3.978205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 284832 members 
Entering Unmasked Estep 
Score: -39782044.000000 Penalty: 6230.315918
	Iteration 50Q: 3 clusters Score -3.978204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 284832 members 
Entering Unmasked Estep 
Score: -39782044.000000 Penalty: 6230.315918
	Iteration 51Q: 3 clusters Score -3.978204e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 284832 members 
Entering Unmasked Estep 
Score: -39782044.000000 Penalty: 6230.315918
	Iteration 52F: 3 clusters Score -3.978204e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (29167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Entering Unmasked Estep 
Score: -3935987.500000 Penalty: 2549.636719
	Iteration 0F: 2 clusters Score -3935988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3916033.250000 Penalty: 5099.273438
	Iteration 0F: 3 clusters Score -3916033 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -3923172.250000 Penalty: 5099.273438
	Iteration 1F: 3 clusters Score -3923172 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -3923666.500000 Penalty: 5099.273438
	Iteration 2Q: 3 clusters Score -3923666 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -3924149.750000 Penalty: 5099.273438
	Iteration 3Q: 3 clusters Score -3924150 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -3924675.750000 Penalty: 5099.273438
	Iteration 4Q: 3 clusters Score -3924676 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3925199.000000 Penalty: 5099.273438
	Iteration 5Q: 3 clusters Score -3925199 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -3925814.750000 Penalty: 5099.273438
	Iteration 6Q: 3 clusters Score -3925815 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3926555.250000 Penalty: 5099.273438
	Iteration 7Q: 3 clusters Score -3926555 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -3927404.500000 Penalty: 5099.273438
	Iteration 8Q: 3 clusters Score -3927404 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3928341.250000 Penalty: 5099.273438
	Iteration 9Q: 3 clusters Score -3928341 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -3929348.750000 Penalty: 5099.273438
	Iteration 10Q: 3 clusters Score -3929349 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -3930353.750000 Penalty: 5099.273438
	Iteration 11Q: 3 clusters Score -3930354 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -3931223.000000 Penalty: 5099.273438
	Iteration 12Q: 3 clusters Score -3931223 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -3931891.500000 Penalty: 5099.273438
	Iteration 13Q: 3 clusters Score -3931892 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -3932438.500000 Penalty: 5099.273438
	Iteration 14Q: 3 clusters Score -3932438 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3932807.500000 Penalty: 5099.273438
	Iteration 15Q: 3 clusters Score -3932808 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -3933061.250000 Penalty: 5099.273438
	Iteration 16Q: 3 clusters Score -3933061 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3933246.500000 Penalty: 5099.273438
	Iteration 17Q: 3 clusters Score -3933246 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -3933386.500000 Penalty: 5099.273438
	Iteration 18Q: 3 clusters Score -3933386 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3933493.000000 Penalty: 5099.273438
	Iteration 19Q: 3 clusters Score -3933493 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -3933562.000000 Penalty: 5099.273438
	Iteration 20F: 3 clusters Score -3933562 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3933624.000000 Penalty: 5099.273438
	Iteration 21Q: 3 clusters Score -3933624 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3933671.250000 Penalty: 5099.273438
	Iteration 22Q: 3 clusters Score -3933671 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3933729.000000 Penalty: 5099.273438
	Iteration 23Q: 3 clusters Score -3933729 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -3933760.750000 Penalty: 5099.273438
	Iteration 24Q: 3 clusters Score -3933761 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3933792.000000 Penalty: 5099.273438
	Iteration 25Q: 3 clusters Score -3933792 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3933814.500000 Penalty: 5099.273438
	Iteration 26Q: 3 clusters Score -3933814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -3933837.500000 Penalty: 5099.273438
	Iteration 27Q: 3 clusters Score -3933838 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3933854.000000 Penalty: 5099.273438
	Iteration 28Q: 3 clusters Score -3933854 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3933880.000000 Penalty: 5099.273438
	Iteration 29Q: 3 clusters Score -3933880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -3933898.250000 Penalty: 5099.273438
	Iteration 30Q: 3 clusters Score -3933898 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -3933918.750000 Penalty: 5099.273438
	Iteration 31Q: 3 clusters Score -3933919 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3933925.500000 Penalty: 5099.273438
	Iteration 32Q: 3 clusters Score -3933926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3933936.500000 Penalty: 5099.273438
	Iteration 33Q: 3 clusters Score -3933936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -3933935.250000 Penalty: 5099.273438
	Iteration 34Q: 3 clusters Score -3933935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -3933936.250000 Penalty: 5099.273438
	Iteration 35Q: 3 clusters Score -3933936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -3933933.500000 Penalty: 5099.273438
	Iteration 36Q: 3 clusters Score -3933934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -3933945.000000 Penalty: 5099.273438
	Iteration 37Q: 3 clusters Score -3933945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3933941.000000 Penalty: 5099.273438
	Iteration 38Q: 3 clusters Score -3933941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -3933942.500000 Penalty: 5099.273438
	Iteration 39Q: 3 clusters Score -3933942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3933943.750000 Penalty: 5099.273438
	Iteration 40F: 3 clusters Score -3933944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3933945.000000 Penalty: 5099.273438
	Iteration 41Q: 3 clusters Score -3933945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -3933949.500000 Penalty: 5099.273438
	Iteration 42Q: 3 clusters Score -3933950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -3933952.750000 Penalty: 5099.273438
	Iteration 43Q: 3 clusters Score -3933953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3933953.250000 Penalty: 5099.273438
	Iteration 44Q: 3 clusters Score -3933953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -3933950.500000 Penalty: 5099.273438
	Iteration 45Q: 3 clusters Score -3933950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -3933960.000000 Penalty: 5099.273438
	Iteration 46Q: 3 clusters Score -3933960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3933961.000000 Penalty: 5099.273438
	Iteration 47Q: 3 clusters Score -3933961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3933971.000000 Penalty: 5099.273438
	Iteration 48Q: 3 clusters Score -3933971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -3933973.250000 Penalty: 5099.273438
	Iteration 49Q: 3 clusters Score -3933973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3933972.000000 Penalty: 5099.273438
	Iteration 50Q: 3 clusters Score -3933972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -3933982.500000 Penalty: 5099.273438
	Iteration 51Q: 3 clusters Score -3933982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -3933987.750000 Penalty: 5099.273438
	Iteration 52Q: 3 clusters Score -3933988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -3933993.250000 Penalty: 5099.273438
	Iteration 53Q: 3 clusters Score -3933993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3933993.250000 Penalty: 5099.273438
	Iteration 54Q: 3 clusters Score -3933993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -3933992.000000 Penalty: 5099.273438
	Iteration 55Q: 3 clusters Score -3933992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3934004.000000 Penalty: 5099.273438
	Iteration 56Q: 3 clusters Score -3934004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -3934003.750000 Penalty: 5099.273438
	Iteration 57Q: 3 clusters Score -3934004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -3934001.500000 Penalty: 5099.273438
	Iteration 58Q: 3 clusters Score -3934002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3934006.750000 Penalty: 5099.273438
	Iteration 59Q: 3 clusters Score -3934007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3934006.750000 Penalty: 5099.273438
	Iteration 60F: 3 clusters Score -3934007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -31429.355469 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -31429.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -30270.615234 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -30270.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30424.011719 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -30424.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30515.662109 Penalty: 2776.817383
	Iteration 2F: 3 clusters Score -30515.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30567.796875 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -30567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30604.062500 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -30604.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30669.103516 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -30669.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30730.333984 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -30730.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -30764.511719 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -30764.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -30784.853516 Penalty: 2776.817383
	Iteration 8Q: 3 clusters Score -30784.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30793.835938 Penalty: 2776.817383
	Iteration 9Q: 3 clusters Score -30793.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30798.058594 Penalty: 2776.817383
	Iteration 10Q: 3 clusters Score -30798.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -30798.058594 Penalty: 2776.817383
	Iteration 11F: 3 clusters Score -30798.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Entering Unmasked Estep 
Score: -2190436.000000 Penalty: 2395.208252
	Iteration 0F: 2 clusters Score -2190436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2179297.750000 Penalty: 4790.416504
	Iteration 0F: 3 clusters Score -2179298 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2182789.500000 Penalty: 4790.416504
	Iteration 1F: 3 clusters Score -2182790 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -2183148.250000 Penalty: 4790.416504
	Iteration 2F: 3 clusters Score -2183148 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2183407.250000 Penalty: 4790.416504
	Iteration 3Q: 3 clusters Score -2183407 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2183605.250000 Penalty: 4790.416504
	Iteration 4Q: 3 clusters Score -2183605 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2183783.500000 Penalty: 4790.416504
	Iteration 5Q: 3 clusters Score -2183784 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2183942.750000 Penalty: 4790.416504
	Iteration 6Q: 3 clusters Score -2183943 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2184112.500000 Penalty: 4790.416504
	Iteration 7Q: 3 clusters Score -2184112 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2184284.250000 Penalty: 4790.416504
	Iteration 8Q: 3 clusters Score -2184284 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2184496.250000 Penalty: 4790.416504
	Iteration 9Q: 3 clusters Score -2184496 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2184767.000000 Penalty: 4790.416504
	Iteration 10Q: 3 clusters Score -2184767 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -2185156.000000 Penalty: 4790.416504
	Iteration 11Q: 3 clusters Score -2185156 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -2185605.250000 Penalty: 4790.416504
	Iteration 12Q: 3 clusters Score -2185605 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2186117.750000 Penalty: 4790.416504
	Iteration 13Q: 3 clusters Score -2186118 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2186635.500000 Penalty: 4790.416504
	Iteration 14Q: 3 clusters Score -2186636 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2187121.750000 Penalty: 4790.416504
	Iteration 15Q: 3 clusters Score -2187122 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2187506.250000 Penalty: 4790.416504
	Iteration 16Q: 3 clusters Score -2187506 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -2187791.250000 Penalty: 4790.416504
	Iteration 17Q: 3 clusters Score -2187791 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2187964.000000 Penalty: 4790.416504
	Iteration 18Q: 3 clusters Score -2187964 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2188072.000000 Penalty: 4790.416504
	Iteration 19Q: 3 clusters Score -2188072 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -2188134.750000 Penalty: 4790.416504
	Iteration 20F: 3 clusters Score -2188135 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2188184.500000 Penalty: 4790.416504
	Iteration 21Q: 3 clusters Score -2188184 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2188223.500000 Penalty: 4790.416504
	Iteration 22Q: 3 clusters Score -2188224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -2188240.000000 Penalty: 4790.416504
	Iteration 23Q: 3 clusters Score -2188240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2188262.000000 Penalty: 4790.416504
	Iteration 24Q: 3 clusters Score -2188262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2188276.250000 Penalty: 4790.416504
	Iteration 25Q: 3 clusters Score -2188276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2188283.000000 Penalty: 4790.416504
	Iteration 26Q: 3 clusters Score -2188283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -2188290.250000 Penalty: 4790.416504
	Iteration 27Q: 3 clusters Score -2188290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -2188300.000000 Penalty: 4790.416504
	Iteration 28Q: 3 clusters Score -2188300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2188302.250000 Penalty: 4790.416504
	Iteration 29Q: 3 clusters Score -2188302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2188302.500000 Penalty: 4790.416504
	Iteration 30Q: 3 clusters Score -2188302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2188309.750000 Penalty: 4790.416504
	Iteration 31Q: 3 clusters Score -2188310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -2188314.500000 Penalty: 4790.416504
	Iteration 32Q: 3 clusters Score -2188314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2188321.000000 Penalty: 4790.416504
	Iteration 33Q: 3 clusters Score -2188321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2188321.000000 Penalty: 4790.416504
	Iteration 34Q: 3 clusters Score -2188321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2188321.500000 Penalty: 4790.416504
	Iteration 35Q: 3 clusters Score -2188322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2188327.250000 Penalty: 4790.416504
	Iteration 36Q: 3 clusters Score -2188327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2188334.250000 Penalty: 4790.416504
	Iteration 37Q: 3 clusters Score -2188334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2188332.250000 Penalty: 4790.416504
	Iteration 38Q: 3 clusters Score -2188332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2188336.250000 Penalty: 4790.416504
	Iteration 39Q: 3 clusters Score -2188336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2188343.500000 Penalty: 4790.416504
	Iteration 40F: 3 clusters Score -2188344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2188348.000000 Penalty: 4790.416504
	Iteration 41Q: 3 clusters Score -2188348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -2188351.250000 Penalty: 4790.416504
	Iteration 42Q: 3 clusters Score -2188351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2188351.250000 Penalty: 4790.416504
	Iteration 43Q: 3 clusters Score -2188351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2188355.250000 Penalty: 4790.416504
	Iteration 44Q: 3 clusters Score -2188355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2188360.250000 Penalty: 4790.416504
	Iteration 45Q: 3 clusters Score -2188360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2188354.250000 Penalty: 4790.416504
	Iteration 46Q: 3 clusters Score -2188354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2188359.000000 Penalty: 4790.416504
	Iteration 47Q: 3 clusters Score -2188359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2188363.500000 Penalty: 4790.416504
	Iteration 48Q: 3 clusters Score -2188364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2188366.500000 Penalty: 4790.416504
	Iteration 49Q: 3 clusters Score -2188366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -2188368.500000 Penalty: 4790.416504
	Iteration 50Q: 3 clusters Score -2188368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2188369.250000 Penalty: 4790.416504
	Iteration 51Q: 3 clusters Score -2188369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -2188367.750000 Penalty: 4790.416504
	Iteration 52Q: 3 clusters Score -2188368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2188367.000000 Penalty: 4790.416504
	Iteration 53Q: 3 clusters Score -2188367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2188369.750000 Penalty: 4790.416504
	Iteration 54Q: 3 clusters Score -2188370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2188369.000000 Penalty: 4790.416504
	Iteration 55Q: 3 clusters Score -2188369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2188370.000000 Penalty: 4790.416504
	Iteration 56Q: 3 clusters Score -2188370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2188369.750000 Penalty: 4790.416504
	Iteration 57Q: 3 clusters Score -2188370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2188369.750000 Penalty: 4790.416504
	Iteration 58F: 3 clusters Score -2188370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Entering Unmasked Estep 
Score: -5618623.000000 Penalty: 2640.035889
	Iteration 0F: 2 clusters Score -5618623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -5590039.500000 Penalty: 5280.071777
	Iteration 0F: 3 clusters Score -5590040 nChanged 19295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -5600979.500000 Penalty: 5280.071777
	Iteration 1F: 3 clusters Score -5600980 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -5601785.500000 Penalty: 5280.071777
	Iteration 2Q: 3 clusters Score -5601786 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -5602898.500000 Penalty: 5280.071777
	Iteration 3Q: 3 clusters Score -5602898 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -5604190.500000 Penalty: 5280.071777
	Iteration 4F: 3 clusters Score -5604190 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -5605698.000000 Penalty: 5280.071777
	Iteration 5F: 3 clusters Score -5605698 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -5607234.000000 Penalty: 5280.071777
	Iteration 6F: 3 clusters Score -5607234 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -5608769.500000 Penalty: 5280.071777
	Iteration 7F: 3 clusters Score -5608770 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -5610134.500000 Penalty: 5280.071777
	Iteration 8F: 3 clusters Score -5610134 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -5611394.500000 Penalty: 5280.071777
	Iteration 9Q: 3 clusters Score -5611394 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -5612517.500000 Penalty: 5280.071777
	Iteration 10Q: 3 clusters Score -5612518 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -5613554.500000 Penalty: 5280.071777
	Iteration 11Q: 3 clusters Score -5613554 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -5614531.000000 Penalty: 5280.071777
	Iteration 12Q: 3 clusters Score -5614531 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -5615541.500000 Penalty: 5280.071777
	Iteration 13Q: 3 clusters Score -5615542 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -5616423.500000 Penalty: 5280.071777
	Iteration 14Q: 3 clusters Score -5616424 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -5616999.000000 Penalty: 5280.071777
	Iteration 15Q: 3 clusters Score -5616999 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -5617352.000000 Penalty: 5280.071777
	Iteration 16Q: 3 clusters Score -5617352 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -5617555.500000 Penalty: 5280.071777
	Iteration 17Q: 3 clusters Score -5617556 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -5617691.500000 Penalty: 5280.071777
	Iteration 18Q: 3 clusters Score -5617692 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -5617775.000000 Penalty: 5280.071777
	Iteration 19Q: 3 clusters Score -5617775 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
Score: -5617848.000000 Penalty: 5280.071777
	Iteration 20F: 3 clusters Score -5617848 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -5617890.000000 Penalty: 5280.071777
	Iteration 21Q: 3 clusters Score -5617890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -5617895.000000 Penalty: 5280.071777
	Iteration 22Q: 3 clusters Score -5617895 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -5617915.000000 Penalty: 5280.071777
	Iteration 23Q: 3 clusters Score -5617915 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -5617932.500000 Penalty: 5280.071777
	Iteration 24Q: 3 clusters Score -5617932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -5617936.500000 Penalty: 5280.071777
	Iteration 25Q: 3 clusters Score -5617936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -5617943.000000 Penalty: 5280.071777
	Iteration 26Q: 3 clusters Score -5617943 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -5617937.000000 Penalty: 5280.071777
	Iteration 27Q: 3 clusters Score -5617937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -5617944.500000 Penalty: 5280.071777
	Iteration 28Q: 3 clusters Score -5617944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -5617945.000000 Penalty: 5280.071777
	Iteration 29Q: 3 clusters Score -5617945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -5617958.500000 Penalty: 5280.071777
	Iteration 30Q: 3 clusters Score -5617958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 38503 members 
Entering Unmasked Estep 
Score: -5617960.000000 Penalty: 5280.071777
	Iteration 31Q: 3 clusters Score -5617960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -5617964.000000 Penalty: 5280.071777
	Iteration 32Q: 3 clusters Score -5617964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -5617962.000000 Penalty: 5280.071777
	Iteration 33Q: 3 clusters Score -5617962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -5617966.500000 Penalty: 5280.071777
	Iteration 34Q: 3 clusters Score -5617966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -5617968.000000 Penalty: 5280.071777
	Iteration 35Q: 3 clusters Score -5617968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -5617966.000000 Penalty: 5280.071777
	Iteration 36Q: 3 clusters Score -5617966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -5617973.000000 Penalty: 5280.071777
	Iteration 37Q: 3 clusters Score -5617973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -5617969.000000 Penalty: 5280.071777
	Iteration 38Q: 3 clusters Score -5617969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -5617968.500000 Penalty: 5280.071777
	Iteration 39Q: 3 clusters Score -5617968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -5617971.500000 Penalty: 5280.071777
	Iteration 40F: 3 clusters Score -5617972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -5617974.500000 Penalty: 5280.071777
	Iteration 41Q: 3 clusters Score -5617974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -5617974.000000 Penalty: 5280.071777
	Iteration 42Q: 3 clusters Score -5617974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -5617978.000000 Penalty: 5280.071777
	Iteration 43Q: 3 clusters Score -5617978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -5617976.000000 Penalty: 5280.071777
	Iteration 44Q: 3 clusters Score -5617976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -5617976.000000 Penalty: 5280.071777
	Iteration 45Q: 3 clusters Score -5617976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -5617978.000000 Penalty: 5280.071777
	Iteration 46Q: 3 clusters Score -5617978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -5617978.000000 Penalty: 5280.071777
	Iteration 47Q: 3 clusters Score -5617978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -5617979.500000 Penalty: 5280.071777
	Iteration 48Q: 3 clusters Score -5617980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -5617978.500000 Penalty: 5280.071777
	Iteration 49Q: 3 clusters Score -5617978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -5617971.000000 Penalty: 5280.071777
	Iteration 50Q: 3 clusters Score -5617971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -5617976.000000 Penalty: 5280.071777
	Iteration 51Q: 3 clusters Score -5617976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -5617972.500000 Penalty: 5280.071777
	Iteration 52Q: 3 clusters Score -5617972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -5617973.500000 Penalty: 5280.071777
	Iteration 53Q: 3 clusters Score -5617974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -5617970.500000 Penalty: 5280.071777
	Iteration 54Q: 3 clusters Score -5617970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -5617972.500000 Penalty: 5280.071777
	Iteration 55Q: 3 clusters Score -5617972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -5617975.500000 Penalty: 5280.071777
	Iteration 56Q: 3 clusters Score -5617976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -5617976.000000 Penalty: 5280.071777
	Iteration 57Q: 3 clusters Score -5617976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -5617977.500000 Penalty: 5280.071777
	Iteration 58Q: 3 clusters Score -5617978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5617977.500000 Penalty: 5280.071777
	Iteration 59Q: 3 clusters Score -5617978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5617977.500000 Penalty: 5280.071777
	Iteration 60F: 3 clusters Score -5617978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Entering Unmasked Estep 
Score: -1486821.750000 Penalty: 2327.179688
	Iteration 0F: 2 clusters Score -1486822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1478031.875000 Penalty: 4654.359375
	Iteration 0F: 3 clusters Score -1478032 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1480825.250000 Penalty: 4654.359375
	Iteration 1F: 3 clusters Score -1480825 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1481184.500000 Penalty: 4654.359375
	Iteration 2F: 3 clusters Score -1481184 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1481426.750000 Penalty: 4654.359375
	Iteration 3Q: 3 clusters Score -1481427 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1481622.375000 Penalty: 4654.359375
	Iteration 4Q: 3 clusters Score -1481622 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1481778.250000 Penalty: 4654.359375
	Iteration 5Q: 3 clusters Score -1481778 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1481904.875000 Penalty: 4654.359375
	Iteration 6Q: 3 clusters Score -1481905 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1482020.750000 Penalty: 4654.359375
	Iteration 7Q: 3 clusters Score -1482021 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1482138.125000 Penalty: 4654.359375
	Iteration 8Q: 3 clusters Score -1482138 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1482257.000000 Penalty: 4654.359375
	Iteration 9Q: 3 clusters Score -1482257 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1482379.250000 Penalty: 4654.359375
	Iteration 10Q: 3 clusters Score -1482379 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1482506.875000 Penalty: 4654.359375
	Iteration 11Q: 3 clusters Score -1482507 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1482647.375000 Penalty: 4654.359375
	Iteration 12Q: 3 clusters Score -1482647 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1482776.750000 Penalty: 4654.359375
	Iteration 13Q: 3 clusters Score -1482777 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1482917.000000 Penalty: 4654.359375
	Iteration 14Q: 3 clusters Score -1482917 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1483046.000000 Penalty: 4654.359375
	Iteration 15Q: 3 clusters Score -1483046 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1483165.250000 Penalty: 4654.359375
	Iteration 16Q: 3 clusters Score -1483165 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1483269.875000 Penalty: 4654.359375
	Iteration 17Q: 3 clusters Score -1483270 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1483379.500000 Penalty: 4654.359375
	Iteration 18Q: 3 clusters Score -1483380 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1483476.375000 Penalty: 4654.359375
	Iteration 19Q: 3 clusters Score -1483476 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1483561.250000 Penalty: 4654.359375
	Iteration 20F: 3 clusters Score -1483561 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1483635.000000 Penalty: 4654.359375
	Iteration 21Q: 3 clusters Score -1483635 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1483710.250000 Penalty: 4654.359375
	Iteration 22Q: 3 clusters Score -1483710 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1483770.500000 Penalty: 4654.359375
	Iteration 23Q: 3 clusters Score -1483770 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1483833.500000 Penalty: 4654.359375
	Iteration 24Q: 3 clusters Score -1483834 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1483879.375000 Penalty: 4654.359375
	Iteration 25Q: 3 clusters Score -1483879 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1483934.750000 Penalty: 4654.359375
	Iteration 26Q: 3 clusters Score -1483935 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1483983.375000 Penalty: 4654.359375
	Iteration 27Q: 3 clusters Score -1483983 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1484032.750000 Penalty: 4654.359375
	Iteration 28Q: 3 clusters Score -1484033 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1484081.625000 Penalty: 4654.359375
	Iteration 29Q: 3 clusters Score -1484082 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1484120.750000 Penalty: 4654.359375
	Iteration 30Q: 3 clusters Score -1484121 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1484150.250000 Penalty: 4654.359375
	Iteration 31Q: 3 clusters Score -1484150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1484191.625000 Penalty: 4654.359375
	Iteration 32Q: 3 clusters Score -1484192 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1484237.875000 Penalty: 4654.359375
	Iteration 33Q: 3 clusters Score -1484238 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1484279.250000 Penalty: 4654.359375
	Iteration 34Q: 3 clusters Score -1484279 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1484313.000000 Penalty: 4654.359375
	Iteration 35Q: 3 clusters Score -1484313 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1484356.375000 Penalty: 4654.359375
	Iteration 36Q: 3 clusters Score -1484356 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1484395.875000 Penalty: 4654.359375
	Iteration 37Q: 3 clusters Score -1484396 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1484429.500000 Penalty: 4654.359375
	Iteration 38Q: 3 clusters Score -1484430 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1484460.125000 Penalty: 4654.359375
	Iteration 39Q: 3 clusters Score -1484460 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1484496.750000 Penalty: 4654.359375
	Iteration 40F: 3 clusters Score -1484497 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1484532.375000 Penalty: 4654.359375
	Iteration 41Q: 3 clusters Score -1484532 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1484569.000000 Penalty: 4654.359375
	Iteration 42Q: 3 clusters Score -1484569 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1484602.875000 Penalty: 4654.359375
	Iteration 43Q: 3 clusters Score -1484603 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1484624.375000 Penalty: 4654.359375
	Iteration 44Q: 3 clusters Score -1484624 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1484646.375000 Penalty: 4654.359375
	Iteration 45Q: 3 clusters Score -1484646 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1484660.250000 Penalty: 4654.359375
	Iteration 46Q: 3 clusters Score -1484660 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1484675.625000 Penalty: 4654.359375
	Iteration 47Q: 3 clusters Score -1484676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1484687.625000 Penalty: 4654.359375
	Iteration 48Q: 3 clusters Score -1484688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1484703.750000 Penalty: 4654.359375
	Iteration 49Q: 3 clusters Score -1484704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1484717.875000 Penalty: 4654.359375
	Iteration 50Q: 3 clusters Score -1484718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1484728.000000 Penalty: 4654.359375
	Iteration 51Q: 3 clusters Score -1484728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1484740.500000 Penalty: 4654.359375
	Iteration 52Q: 3 clusters Score -1484740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1484751.125000 Penalty: 4654.359375
	Iteration 53Q: 3 clusters Score -1484751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1484758.625000 Penalty: 4654.359375
	Iteration 54Q: 3 clusters Score -1484759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1484763.375000 Penalty: 4654.359375
	Iteration 55Q: 3 clusters Score -1484763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1484765.000000 Penalty: 4654.359375
	Iteration 56Q: 3 clusters Score -1484765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1484772.875000 Penalty: 4654.359375
	Iteration 57Q: 3 clusters Score -1484773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1484777.875000 Penalty: 4654.359375
	Iteration 58Q: 3 clusters Score -1484778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1484781.750000 Penalty: 4654.359375
	Iteration 59Q: 3 clusters Score -1484782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1484788.875000 Penalty: 4654.359375
	Iteration 60F: 3 clusters Score -1484789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1484790.375000 Penalty: 4654.359375
	Iteration 61Q: 3 clusters Score -1484790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1484793.500000 Penalty: 4654.359375
	Iteration 62Q: 3 clusters Score -1484794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1484798.875000 Penalty: 4654.359375
	Iteration 63Q: 3 clusters Score -1484799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1484806.500000 Penalty: 4654.359375
	Iteration 64Q: 3 clusters Score -1484806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1484818.375000 Penalty: 4654.359375
	Iteration 65Q: 3 clusters Score -1484818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1484821.125000 Penalty: 4654.359375
	Iteration 66Q: 3 clusters Score -1484821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1484825.250000 Penalty: 4654.359375
	Iteration 67Q: 3 clusters Score -1484825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1484827.375000 Penalty: 4654.359375
	Iteration 68Q: 3 clusters Score -1484827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1484834.250000 Penalty: 4654.359375
	Iteration 69Q: 3 clusters Score -1484834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1484837.625000 Penalty: 4654.359375
	Iteration 70Q: 3 clusters Score -1484838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1484842.125000 Penalty: 4654.359375
	Iteration 71Q: 3 clusters Score -1484842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1484844.625000 Penalty: 4654.359375
	Iteration 72Q: 3 clusters Score -1484845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1484846.375000 Penalty: 4654.359375
	Iteration 73Q: 3 clusters Score -1484846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1484850.125000 Penalty: 4654.359375
	Iteration 74Q: 3 clusters Score -1484850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1484853.000000 Penalty: 4654.359375
	Iteration 75Q: 3 clusters Score -1484853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1484858.875000 Penalty: 4654.359375
	Iteration 76Q: 3 clusters Score -1484859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1484864.625000 Penalty: 4654.359375
	Iteration 77Q: 3 clusters Score -1484865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1484869.250000 Penalty: 4654.359375
	Iteration 78Q: 3 clusters Score -1484869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1484875.375000 Penalty: 4654.359375
	Iteration 79Q: 3 clusters Score -1484875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1484879.875000 Penalty: 4654.359375
	Iteration 80F: 3 clusters Score -1484880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1484883.125000 Penalty: 4654.359375
	Iteration 81Q: 3 clusters Score -1484883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1484886.375000 Penalty: 4654.359375
	Iteration 82Q: 3 clusters Score -1484886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1484891.625000 Penalty: 4654.359375
	Iteration 83Q: 3 clusters Score -1484892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1484891.250000 Penalty: 4654.359375
	Iteration 84Q: 3 clusters Score -1484891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1484891.750000 Penalty: 4654.359375
	Iteration 85Q: 3 clusters Score -1484892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1484894.625000 Penalty: 4654.359375
	Iteration 86Q: 3 clusters Score -1484895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1484893.375000 Penalty: 4654.359375
	Iteration 87Q: 3 clusters Score -1484893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1484894.375000 Penalty: 4654.359375
	Iteration 88Q: 3 clusters Score -1484894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1484895.875000 Penalty: 4654.359375
	Iteration 89Q: 3 clusters Score -1484896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1484894.625000 Penalty: 4654.359375
	Iteration 90Q: 3 clusters Score -1484895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1484898.125000 Penalty: 4654.359375
	Iteration 91Q: 3 clusters Score -1484898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1484899.500000 Penalty: 4654.359375
	Iteration 92Q: 3 clusters Score -1484900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1484900.750000 Penalty: 4654.359375
	Iteration 93Q: 3 clusters Score -1484901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1484900.750000 Penalty: 4654.359375
	Iteration 94Q: 3 clusters Score -1484901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1484903.250000 Penalty: 4654.359375
	Iteration 95Q: 3 clusters Score -1484903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1484901.000000 Penalty: 4654.359375
	Iteration 96Q: 3 clusters Score -1484901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1484902.500000 Penalty: 4654.359375
	Iteration 97Q: 3 clusters Score -1484902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1484907.375000 Penalty: 4654.359375
	Iteration 98Q: 3 clusters Score -1484907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1484907.375000 Penalty: 4654.359375
	Iteration 99Q: 3 clusters Score -1484907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1484907.375000 Penalty: 4654.359375
	Iteration 100F: 3 clusters Score -1484907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Entering Unmasked Estep 
Score: -23167.775391 Penalty: 1306.428833
	Iteration 0F: 2 clusters Score -23167.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22037.322266 Penalty: 2612.857666
	Iteration 0F: 3 clusters Score -22037.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22076.083984 Penalty: 2612.857666
	Iteration 1Q: 3 clusters Score -22076.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22094.017578 Penalty: 2612.857666
	Iteration 2Q: 3 clusters Score -22094.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22094.017578 Penalty: 2612.857666
	Iteration 3F: 3 clusters Score -22094.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Entering Unmasked Estep 
Score: -2832702.000000 Penalty: 2460.781250
	Iteration 0F: 2 clusters Score -2832702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2818318.500000 Penalty: 4921.562500
	Iteration 0F: 3 clusters Score -2818318 nChanged 8959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2823134.250000 Penalty: 4921.562500
	Iteration 1F: 3 clusters Score -2823134 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2823560.500000 Penalty: 4921.562500
	Iteration 2F: 3 clusters Score -2823560 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2823948.500000 Penalty: 4921.562500
	Iteration 3Q: 3 clusters Score -2823948 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2824352.000000 Penalty: 4921.562500
	Iteration 4Q: 3 clusters Score -2824352 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -2824828.750000 Penalty: 4921.562500
	Iteration 5Q: 3 clusters Score -2824829 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2825426.000000 Penalty: 4921.562500
	Iteration 6F: 3 clusters Score -2825426 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2826259.250000 Penalty: 4921.562500
	Iteration 7F: 3 clusters Score -2826259 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2827259.250000 Penalty: 4921.562500
	Iteration 8F: 3 clusters Score -2827259 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2828183.750000 Penalty: 4921.562500
	Iteration 9F: 3 clusters Score -2828184 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2829039.250000 Penalty: 4921.562500
	Iteration 10Q: 3 clusters Score -2829039 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2829611.250000 Penalty: 4921.562500
	Iteration 11Q: 3 clusters Score -2829611 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2829995.250000 Penalty: 4921.562500
	Iteration 12Q: 3 clusters Score -2829995 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2830245.750000 Penalty: 4921.562500
	Iteration 13Q: 3 clusters Score -2830246 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2830396.000000 Penalty: 4921.562500
	Iteration 14Q: 3 clusters Score -2830396 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2830461.250000 Penalty: 4921.562500
	Iteration 15Q: 3 clusters Score -2830461 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2830503.750000 Penalty: 4921.562500
	Iteration 16Q: 3 clusters Score -2830504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2830530.250000 Penalty: 4921.562500
	Iteration 17Q: 3 clusters Score -2830530 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2830567.250000 Penalty: 4921.562500
	Iteration 18Q: 3 clusters Score -2830567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2830587.000000 Penalty: 4921.562500
	Iteration 19Q: 3 clusters Score -2830587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2830599.250000 Penalty: 4921.562500
	Iteration 20F: 3 clusters Score -2830599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2830610.750000 Penalty: 4921.562500
	Iteration 21Q: 3 clusters Score -2830611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2830623.250000 Penalty: 4921.562500
	Iteration 22Q: 3 clusters Score -2830623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2830627.750000 Penalty: 4921.562500
	Iteration 23Q: 3 clusters Score -2830628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2830631.750000 Penalty: 4921.562500
	Iteration 24Q: 3 clusters Score -2830632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2830630.000000 Penalty: 4921.562500
	Iteration 25Q: 3 clusters Score -2830630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2830634.250000 Penalty: 4921.562500
	Iteration 26Q: 3 clusters Score -2830634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2830640.500000 Penalty: 4921.562500
	Iteration 27Q: 3 clusters Score -2830640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2830641.500000 Penalty: 4921.562500
	Iteration 28Q: 3 clusters Score -2830642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2830641.500000 Penalty: 4921.562500
	Iteration 29F: 3 clusters Score -2830642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -1073218.875000 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -1073219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1066963.125000 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -1066963 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1068615.500000 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -1068616 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1068868.375000 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -1068868 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1069038.250000 Penalty: 4438.434082
	Iteration 3Q: 3 clusters Score -1069038 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1069144.375000 Penalty: 4438.434082
	Iteration 4Q: 3 clusters Score -1069144 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1069234.000000 Penalty: 4438.434082
	Iteration 5Q: 3 clusters Score -1069234 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1069300.375000 Penalty: 4438.434082
	Iteration 6Q: 3 clusters Score -1069300 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1069344.375000 Penalty: 4438.434082
	Iteration 7Q: 3 clusters Score -1069344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1069379.125000 Penalty: 4438.434082
	Iteration 8Q: 3 clusters Score -1069379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1069401.000000 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -1069401 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1069419.375000 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -1069419 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1069442.500000 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -1069442 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1069463.250000 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -1069463 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1069483.375000 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -1069483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1069507.625000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -1069508 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1069539.125000 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -1069539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1069569.750000 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -1069570 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1069605.625000 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -1069606 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1069648.250000 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -1069648 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1069695.625000 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -1069696 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1069751.500000 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -1069752 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1069826.125000 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -1069826 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1069910.750000 Penalty: 4438.434082
	Iteration 22Q: 3 clusters Score -1069911 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1069994.625000 Penalty: 4438.434082
	Iteration 23Q: 3 clusters Score -1069995 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1070088.500000 Penalty: 4438.434082
	Iteration 24Q: 3 clusters Score -1070088 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1070193.750000 Penalty: 4438.434082
	Iteration 25Q: 3 clusters Score -1070194 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1070313.500000 Penalty: 4438.434082
	Iteration 26Q: 3 clusters Score -1070314 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1070444.125000 Penalty: 4438.434082
	Iteration 27Q: 3 clusters Score -1070444 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1070571.500000 Penalty: 4438.434082
	Iteration 28Q: 3 clusters Score -1070572 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1070695.125000 Penalty: 4438.434082
	Iteration 29Q: 3 clusters Score -1070695 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1070812.875000 Penalty: 4438.434082
	Iteration 30Q: 3 clusters Score -1070813 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1070917.000000 Penalty: 4438.434082
	Iteration 31Q: 3 clusters Score -1070917 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1071021.625000 Penalty: 4438.434082
	Iteration 32Q: 3 clusters Score -1071022 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1071100.875000 Penalty: 4438.434082
	Iteration 33Q: 3 clusters Score -1071101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1071144.750000 Penalty: 4438.434082
	Iteration 34Q: 3 clusters Score -1071145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1071176.625000 Penalty: 4438.434082
	Iteration 35Q: 3 clusters Score -1071177 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1071198.500000 Penalty: 4438.434082
	Iteration 36Q: 3 clusters Score -1071198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1071215.875000 Penalty: 4438.434082
	Iteration 37Q: 3 clusters Score -1071216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1071223.875000 Penalty: 4438.434082
	Iteration 38Q: 3 clusters Score -1071224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1071227.875000 Penalty: 4438.434082
	Iteration 39Q: 3 clusters Score -1071228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1071233.000000 Penalty: 4438.434082
	Iteration 40F: 3 clusters Score -1071233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1071237.000000 Penalty: 4438.434082
	Iteration 41Q: 3 clusters Score -1071237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1071240.875000 Penalty: 4438.434082
	Iteration 42Q: 3 clusters Score -1071241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1071245.250000 Penalty: 4438.434082
	Iteration 43Q: 3 clusters Score -1071245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1071245.375000 Penalty: 4438.434082
	Iteration 44Q: 3 clusters Score -1071245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1071245.625000 Penalty: 4438.434082
	Iteration 45Q: 3 clusters Score -1071246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1071245.625000 Penalty: 4438.434082
	Iteration 46F: 3 clusters Score -1071246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (20537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Entering Unmasked Estep 
Score: -2820931.000000 Penalty: 2462.635742
	Iteration 0F: 2 clusters Score -2820931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2806506.750000 Penalty: 4925.271484
	Iteration 0F: 3 clusters Score -2806507 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2811516.250000 Penalty: 4925.271484
	Iteration 1F: 3 clusters Score -2811516 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2812000.000000 Penalty: 4925.271484
	Iteration 2F: 3 clusters Score -2812000 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2812476.000000 Penalty: 4925.271484
	Iteration 3F: 3 clusters Score -2812476 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2812974.750000 Penalty: 4925.271484
	Iteration 4F: 3 clusters Score -2812975 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -2813592.500000 Penalty: 4925.271484
	Iteration 5F: 3 clusters Score -2813592 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2814297.000000 Penalty: 4925.271484
	Iteration 6F: 3 clusters Score -2814297 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2814959.000000 Penalty: 4925.271484
	Iteration 7F: 3 clusters Score -2814959 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2815437.500000 Penalty: 4925.271484
	Iteration 8Q: 3 clusters Score -2815438 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -2815818.000000 Penalty: 4925.271484
	Iteration 9Q: 3 clusters Score -2815818 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2816055.000000 Penalty: 4925.271484
	Iteration 10Q: 3 clusters Score -2816055 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2816223.250000 Penalty: 4925.271484
	Iteration 11Q: 3 clusters Score -2816223 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2816376.250000 Penalty: 4925.271484
	Iteration 12Q: 3 clusters Score -2816376 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -2816510.750000 Penalty: 4925.271484
	Iteration 13Q: 3 clusters Score -2816511 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2816664.250000 Penalty: 4925.271484
	Iteration 14Q: 3 clusters Score -2816664 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2816858.000000 Penalty: 4925.271484
	Iteration 15Q: 3 clusters Score -2816858 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2817103.000000 Penalty: 4925.271484
	Iteration 16Q: 3 clusters Score -2817103 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2817397.500000 Penalty: 4925.271484
	Iteration 17Q: 3 clusters Score -2817398 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -2817751.500000 Penalty: 4925.271484
	Iteration 18Q: 3 clusters Score -2817752 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2818103.000000 Penalty: 4925.271484
	Iteration 19Q: 3 clusters Score -2818103 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2818297.500000 Penalty: 4925.271484
	Iteration 20F: 3 clusters Score -2818298 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -2818406.000000 Penalty: 4925.271484
	Iteration 21Q: 3 clusters Score -2818406 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2818475.250000 Penalty: 4925.271484
	Iteration 22Q: 3 clusters Score -2818475 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2818503.750000 Penalty: 4925.271484
	Iteration 23Q: 3 clusters Score -2818504 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2818544.000000 Penalty: 4925.271484
	Iteration 24Q: 3 clusters Score -2818544 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2818578.500000 Penalty: 4925.271484
	Iteration 25Q: 3 clusters Score -2818578 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2818589.500000 Penalty: 4925.271484
	Iteration 26Q: 3 clusters Score -2818590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2818603.000000 Penalty: 4925.271484
	Iteration 27Q: 3 clusters Score -2818603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2818615.000000 Penalty: 4925.271484
	Iteration 28Q: 3 clusters Score -2818615 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2818632.500000 Penalty: 4925.271484
	Iteration 29Q: 3 clusters Score -2818632 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2818643.250000 Penalty: 4925.271484
	Iteration 30Q: 3 clusters Score -2818643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2818655.500000 Penalty: 4925.271484
	Iteration 31Q: 3 clusters Score -2818656 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2818668.750000 Penalty: 4925.271484
	Iteration 32Q: 3 clusters Score -2818669 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -2818672.750000 Penalty: 4925.271484
	Iteration 33Q: 3 clusters Score -2818673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2818681.250000 Penalty: 4925.271484
	Iteration 34Q: 3 clusters Score -2818681 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2818683.250000 Penalty: 4925.271484
	Iteration 35Q: 3 clusters Score -2818683 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -2818686.000000 Penalty: 4925.271484
	Iteration 36Q: 3 clusters Score -2818686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2818696.000000 Penalty: 4925.271484
	Iteration 37Q: 3 clusters Score -2818696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2818701.500000 Penalty: 4925.271484
	Iteration 38Q: 3 clusters Score -2818702 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -2818705.500000 Penalty: 4925.271484
	Iteration 39Q: 3 clusters Score -2818706 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2818711.250000 Penalty: 4925.271484
	Iteration 40F: 3 clusters Score -2818711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2818723.500000 Penalty: 4925.271484
	Iteration 41Q: 3 clusters Score -2818724 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2818726.750000 Penalty: 4925.271484
	Iteration 42Q: 3 clusters Score -2818727 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2818733.750000 Penalty: 4925.271484
	Iteration 43Q: 3 clusters Score -2818734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2818738.750000 Penalty: 4925.271484
	Iteration 44Q: 3 clusters Score -2818739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2818741.500000 Penalty: 4925.271484
	Iteration 45Q: 3 clusters Score -2818742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2818744.750000 Penalty: 4925.271484
	Iteration 46Q: 3 clusters Score -2818745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -2818746.000000 Penalty: 4925.271484
	Iteration 47Q: 3 clusters Score -2818746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -2818749.000000 Penalty: 4925.271484
	Iteration 48Q: 3 clusters Score -2818749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -2818750.500000 Penalty: 4925.271484
	Iteration 49Q: 3 clusters Score -2818750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 17785 members 
Entering Unmasked Estep 
Score: -2818741.750000 Penalty: 4925.271484
	Iteration 50Q: 3 clusters Score -2818742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2818754.250000 Penalty: 4925.271484
	Iteration 51Q: 3 clusters Score -2818754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2818754.250000 Penalty: 4925.271484
	Iteration 52Q: 3 clusters Score -2818754 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -2818752.750000 Penalty: 4925.271484
	Iteration 53Q: 3 clusters Score -2818753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2818758.750000 Penalty: 4925.271484
	Iteration 54Q: 3 clusters Score -2818759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2818755.500000 Penalty: 4925.271484
	Iteration 55Q: 3 clusters Score -2818756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2818756.500000 Penalty: 4925.271484
	Iteration 56Q: 3 clusters Score -2818756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2818755.750000 Penalty: 4925.271484
	Iteration 57Q: 3 clusters Score -2818756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -2818759.500000 Penalty: 4925.271484
	Iteration 58Q: 3 clusters Score -2818760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2818761.000000 Penalty: 4925.271484
	Iteration 59Q: 3 clusters Score -2818761 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2818762.250000 Penalty: 4925.271484
	Iteration 60F: 3 clusters Score -2818762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -2818770.750000 Penalty: 4925.271484
	Iteration 61Q: 3 clusters Score -2818771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2818770.750000 Penalty: 4925.271484
	Iteration 62Q: 3 clusters Score -2818771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2818772.250000 Penalty: 4925.271484
	Iteration 63Q: 3 clusters Score -2818772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2818776.500000 Penalty: 4925.271484
	Iteration 64Q: 3 clusters Score -2818776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -2818777.250000 Penalty: 4925.271484
	Iteration 65Q: 3 clusters Score -2818777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2818773.750000 Penalty: 4925.271484
	Iteration 66Q: 3 clusters Score -2818774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2818771.250000 Penalty: 4925.271484
	Iteration 67Q: 3 clusters Score -2818771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2818776.500000 Penalty: 4925.271484
	Iteration 68Q: 3 clusters Score -2818776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2818774.000000 Penalty: 4925.271484
	Iteration 69Q: 3 clusters Score -2818774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2818778.250000 Penalty: 4925.271484
	Iteration 70Q: 3 clusters Score -2818778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2818775.250000 Penalty: 4925.271484
	Iteration 71Q: 3 clusters Score -2818775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2818775.000000 Penalty: 4925.271484
	Iteration 72Q: 3 clusters Score -2818775 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2818781.000000 Penalty: 4925.271484
	Iteration 73Q: 3 clusters Score -2818781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2818789.500000 Penalty: 4925.271484
	Iteration 74Q: 3 clusters Score -2818790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2818790.000000 Penalty: 4925.271484
	Iteration 75Q: 3 clusters Score -2818790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2818793.000000 Penalty: 4925.271484
	Iteration 76Q: 3 clusters Score -2818793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2818794.500000 Penalty: 4925.271484
	Iteration 77Q: 3 clusters Score -2818794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2818797.500000 Penalty: 4925.271484
	Iteration 78Q: 3 clusters Score -2818798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2818798.500000 Penalty: 4925.271484
	Iteration 79Q: 3 clusters Score -2818798 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2818798.500000 Penalty: 4925.271484
	Iteration 80F: 3 clusters Score -2818798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2818815.500000 Penalty: 4925.271484
	Iteration 81Q: 3 clusters Score -2818816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2818827.750000 Penalty: 4925.271484
	Iteration 82Q: 3 clusters Score -2818828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2818831.750000 Penalty: 4925.271484
	Iteration 83Q: 3 clusters Score -2818832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2818833.500000 Penalty: 4925.271484
	Iteration 84Q: 3 clusters Score -2818834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2818834.000000 Penalty: 4925.271484
	Iteration 85Q: 3 clusters Score -2818834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2818842.500000 Penalty: 4925.271484
	Iteration 86Q: 3 clusters Score -2818842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2818840.750000 Penalty: 4925.271484
	Iteration 87Q: 3 clusters Score -2818841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2818847.250000 Penalty: 4925.271484
	Iteration 88Q: 3 clusters Score -2818847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2818856.250000 Penalty: 4925.271484
	Iteration 89Q: 3 clusters Score -2818856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -2818861.250000 Penalty: 4925.271484
	Iteration 90Q: 3 clusters Score -2818861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2818860.500000 Penalty: 4925.271484
	Iteration 91Q: 3 clusters Score -2818860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -2818860.750000 Penalty: 4925.271484
	Iteration 92Q: 3 clusters Score -2818861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2818869.000000 Penalty: 4925.271484
	Iteration 93Q: 3 clusters Score -2818869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2818873.000000 Penalty: 4925.271484
	Iteration 94Q: 3 clusters Score -2818873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2818878.750000 Penalty: 4925.271484
	Iteration 95Q: 3 clusters Score -2818879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2818878.000000 Penalty: 4925.271484
	Iteration 96Q: 3 clusters Score -2818878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -2818875.000000 Penalty: 4925.271484
	Iteration 97Q: 3 clusters Score -2818875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2818881.750000 Penalty: 4925.271484
	Iteration 98Q: 3 clusters Score -2818882 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -2818883.750000 Penalty: 4925.271484
	Iteration 99Q: 3 clusters Score -2818884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2818888.000000 Penalty: 4925.271484
	Iteration 100F: 3 clusters Score -2818888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -2818895.000000 Penalty: 4925.271484
	Iteration 101Q: 3 clusters Score -2818895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2818891.500000 Penalty: 4925.271484
	Iteration 102Q: 3 clusters Score -2818892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -2818891.250000 Penalty: 4925.271484
	Iteration 103Q: 3 clusters Score -2818891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2818890.750000 Penalty: 4925.271484
	Iteration 104Q: 3 clusters Score -2818891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -2818894.250000 Penalty: 4925.271484
	Iteration 105Q: 3 clusters Score -2818894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2818895.000000 Penalty: 4925.271484
	Iteration 106Q: 3 clusters Score -2818895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2818896.750000 Penalty: 4925.271484
	Iteration 107Q: 3 clusters Score -2818897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2818898.250000 Penalty: 4925.271484
	Iteration 108Q: 3 clusters Score -2818898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2818899.750000 Penalty: 4925.271484
	Iteration 109Q: 3 clusters Score -2818900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2818899.750000 Penalty: 4925.271484
	Iteration 110F: 3 clusters Score -2818900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Entering Unmasked Estep 
Score: -2132941.500000 Penalty: 2388.216553
	Iteration 0F: 2 clusters Score -2132942 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 7660 members 
Entering Unmasked Estep 
Score: -2121896.000000 Penalty: 4776.433105
	Iteration 0F: 3 clusters Score -2121896 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2125266.000000 Penalty: 4776.433105
	Iteration 1F: 3 clusters Score -2125266 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2125586.500000 Penalty: 4776.433105
	Iteration 2F: 3 clusters Score -2125586 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2125808.750000 Penalty: 4776.433105
	Iteration 3Q: 3 clusters Score -2125809 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2125994.000000 Penalty: 4776.433105
	Iteration 4Q: 3 clusters Score -2125994 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -2126162.750000 Penalty: 4776.433105
	Iteration 5Q: 3 clusters Score -2126163 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -2126324.750000 Penalty: 4776.433105
	Iteration 6Q: 3 clusters Score -2126325 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2126455.500000 Penalty: 4776.433105
	Iteration 7Q: 3 clusters Score -2126456 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2126626.750000 Penalty: 4776.433105
	Iteration 8Q: 3 clusters Score -2126627 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2126863.750000 Penalty: 4776.433105
	Iteration 9Q: 3 clusters Score -2126864 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2127152.750000 Penalty: 4776.433105
	Iteration 10Q: 3 clusters Score -2127153 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2127514.000000 Penalty: 4776.433105
	Iteration 11Q: 3 clusters Score -2127514 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2127956.750000 Penalty: 4776.433105
	Iteration 12Q: 3 clusters Score -2127957 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2128526.000000 Penalty: 4776.433105
	Iteration 13F: 3 clusters Score -2128526 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2129106.250000 Penalty: 4776.433105
	Iteration 14F: 3 clusters Score -2129106 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2129627.250000 Penalty: 4776.433105
	Iteration 15Q: 3 clusters Score -2129627 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -2130054.750000 Penalty: 4776.433105
	Iteration 16Q: 3 clusters Score -2130055 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2130384.750000 Penalty: 4776.433105
	Iteration 17Q: 3 clusters Score -2130385 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2130624.750000 Penalty: 4776.433105
	Iteration 18Q: 3 clusters Score -2130625 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -2130793.000000 Penalty: 4776.433105
	Iteration 19Q: 3 clusters Score -2130793 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2130901.250000 Penalty: 4776.433105
	Iteration 20F: 3 clusters Score -2130901 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2130973.000000 Penalty: 4776.433105
	Iteration 21Q: 3 clusters Score -2130973 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -2131011.000000 Penalty: 4776.433105
	Iteration 22Q: 3 clusters Score -2131011 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2131040.250000 Penalty: 4776.433105
	Iteration 23Q: 3 clusters Score -2131040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2131059.250000 Penalty: 4776.433105
	Iteration 24Q: 3 clusters Score -2131059 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2131072.000000 Penalty: 4776.433105
	Iteration 25Q: 3 clusters Score -2131072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2131084.500000 Penalty: 4776.433105
	Iteration 26Q: 3 clusters Score -2131084 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2131093.750000 Penalty: 4776.433105
	Iteration 27Q: 3 clusters Score -2131094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2131102.750000 Penalty: 4776.433105
	Iteration 28Q: 3 clusters Score -2131103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2131106.000000 Penalty: 4776.433105
	Iteration 29Q: 3 clusters Score -2131106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -2131115.250000 Penalty: 4776.433105
	Iteration 30Q: 3 clusters Score -2131115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2131123.250000 Penalty: 4776.433105
	Iteration 31Q: 3 clusters Score -2131123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2131123.250000 Penalty: 4776.433105
	Iteration 32Q: 3 clusters Score -2131123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -2131129.000000 Penalty: 4776.433105
	Iteration 33Q: 3 clusters Score -2131129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2131135.750000 Penalty: 4776.433105
	Iteration 34Q: 3 clusters Score -2131136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2131136.500000 Penalty: 4776.433105
	Iteration 35Q: 3 clusters Score -2131136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2131137.000000 Penalty: 4776.433105
	Iteration 36Q: 3 clusters Score -2131137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2131138.500000 Penalty: 4776.433105
	Iteration 37Q: 3 clusters Score -2131138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2131138.500000 Penalty: 4776.433105
	Iteration 38F: 3 clusters Score -2131138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Entering Unmasked Estep 
Score: -28429.066406 Penalty: 1342.088135
	Iteration 0F: 2 clusters Score -28429.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27262.093750 Penalty: 2684.176270
	Iteration 0F: 3 clusters Score -27262.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -27325.208984 Penalty: 2684.176270
	Iteration 1F: 3 clusters Score -27325.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -27357.357422 Penalty: 2684.176270
	Iteration 2Q: 3 clusters Score -27357.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -27362.654297 Penalty: 2684.176270
	Iteration 3Q: 3 clusters Score -27362.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27373.958984 Penalty: 2684.176270
	Iteration 4Q: 3 clusters Score -27373.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27381.435547 Penalty: 2684.176270
	Iteration 5Q: 3 clusters Score -27381.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27383.937500 Penalty: 2684.176270
	Iteration 6Q: 3 clusters Score -27383.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27383.937500 Penalty: 2684.176270
	Iteration 7F: 3 clusters Score -27383.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Entering Unmasked Estep 
Score: -152477.609375 Penalty: 1742.113037
	Iteration 0F: 2 clusters Score -152477.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -150447.609375 Penalty: 3484.226074
	Iteration 0F: 3 clusters Score -150447.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -150776.421875 Penalty: 3484.226074
	Iteration 1F: 3 clusters Score -150776.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -150867.125000 Penalty: 3484.226074
	Iteration 2F: 3 clusters Score -150867.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -150921.109375 Penalty: 3484.226074
	Iteration 3Q: 3 clusters Score -150921.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -150950.937500 Penalty: 3484.226074
	Iteration 4Q: 3 clusters Score -150950.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -150981.000000 Penalty: 3484.226074
	Iteration 5Q: 3 clusters Score -150981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -150997.281250 Penalty: 3484.226074
	Iteration 6Q: 3 clusters Score -150997.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -151006.062500 Penalty: 3484.226074
	Iteration 7Q: 3 clusters Score -151006.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -151011.125000 Penalty: 3484.226074
	Iteration 8Q: 3 clusters Score -151011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -151013.781250 Penalty: 3484.226074
	Iteration 9Q: 3 clusters Score -151013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -151014.562500 Penalty: 3484.226074
	Iteration 10Q: 3 clusters Score -151014.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -151014.562500 Penalty: 3484.226074
	Iteration 11F: 3 clusters Score -151014.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (20409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Entering Unmasked Estep 
Score: -2584582.500000 Penalty: 2461.085205
	Iteration 0F: 2 clusters Score -2584582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2570289.750000 Penalty: 4922.170410
	Iteration 0F: 3 clusters Score -2570290 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2575408.500000 Penalty: 4922.170410
	Iteration 1F: 3 clusters Score -2575408 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -2576172.250000 Penalty: 4922.170410
	Iteration 2F: 3 clusters Score -2576172 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2577044.750000 Penalty: 4922.170410
	Iteration 3F: 3 clusters Score -2577045 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2578103.750000 Penalty: 4922.170410
	Iteration 4F: 3 clusters Score -2578104 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2579152.500000 Penalty: 4922.170410
	Iteration 5F: 3 clusters Score -2579152 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2580146.750000 Penalty: 4922.170410
	Iteration 6F: 3 clusters Score -2580147 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2580859.000000 Penalty: 4922.170410
	Iteration 7Q: 3 clusters Score -2580859 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2581369.750000 Penalty: 4922.170410
	Iteration 8Q: 3 clusters Score -2581370 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2581778.750000 Penalty: 4922.170410
	Iteration 9Q: 3 clusters Score -2581779 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2582059.500000 Penalty: 4922.170410
	Iteration 10Q: 3 clusters Score -2582060 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2582300.750000 Penalty: 4922.170410
	Iteration 11Q: 3 clusters Score -2582301 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2582502.750000 Penalty: 4922.170410
	Iteration 12Q: 3 clusters Score -2582503 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2582659.750000 Penalty: 4922.170410
	Iteration 13Q: 3 clusters Score -2582660 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2582780.250000 Penalty: 4922.170410
	Iteration 14Q: 3 clusters Score -2582780 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2582868.250000 Penalty: 4922.170410
	Iteration 15Q: 3 clusters Score -2582868 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -2582924.000000 Penalty: 4922.170410
	Iteration 16Q: 3 clusters Score -2582924 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2582988.500000 Penalty: 4922.170410
	Iteration 17Q: 3 clusters Score -2582988 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2583040.000000 Penalty: 4922.170410
	Iteration 18Q: 3 clusters Score -2583040 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2583092.750000 Penalty: 4922.170410
	Iteration 19Q: 3 clusters Score -2583093 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2583148.000000 Penalty: 4922.170410
	Iteration 20F: 3 clusters Score -2583148 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2583178.000000 Penalty: 4922.170410
	Iteration 21Q: 3 clusters Score -2583178 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2583209.000000 Penalty: 4922.170410
	Iteration 22Q: 3 clusters Score -2583209 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2583236.000000 Penalty: 4922.170410
	Iteration 23Q: 3 clusters Score -2583236 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2583254.000000 Penalty: 4922.170410
	Iteration 24Q: 3 clusters Score -2583254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2583274.750000 Penalty: 4922.170410
	Iteration 25Q: 3 clusters Score -2583275 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2583293.750000 Penalty: 4922.170410
	Iteration 26Q: 3 clusters Score -2583294 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2583309.000000 Penalty: 4922.170410
	Iteration 27Q: 3 clusters Score -2583309 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2583327.000000 Penalty: 4922.170410
	Iteration 28Q: 3 clusters Score -2583327 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2583347.250000 Penalty: 4922.170410
	Iteration 29Q: 3 clusters Score -2583347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2583366.500000 Penalty: 4922.170410
	Iteration 30Q: 3 clusters Score -2583366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2583388.750000 Penalty: 4922.170410
	Iteration 31Q: 3 clusters Score -2583389 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2583400.000000 Penalty: 4922.170410
	Iteration 32Q: 3 clusters Score -2583400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2583416.500000 Penalty: 4922.170410
	Iteration 33Q: 3 clusters Score -2583416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2583432.250000 Penalty: 4922.170410
	Iteration 34Q: 3 clusters Score -2583432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2583435.750000 Penalty: 4922.170410
	Iteration 35Q: 3 clusters Score -2583436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2583442.500000 Penalty: 4922.170410
	Iteration 36Q: 3 clusters Score -2583442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2583447.250000 Penalty: 4922.170410
	Iteration 37Q: 3 clusters Score -2583447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2583457.250000 Penalty: 4922.170410
	Iteration 38Q: 3 clusters Score -2583457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2583471.750000 Penalty: 4922.170410
	Iteration 39Q: 3 clusters Score -2583472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2583480.250000 Penalty: 4922.170410
	Iteration 40F: 3 clusters Score -2583480 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2583497.250000 Penalty: 4922.170410
	Iteration 41Q: 3 clusters Score -2583497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2583511.500000 Penalty: 4922.170410
	Iteration 42Q: 3 clusters Score -2583512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2583515.750000 Penalty: 4922.170410
	Iteration 43Q: 3 clusters Score -2583516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2583521.000000 Penalty: 4922.170410
	Iteration 44Q: 3 clusters Score -2583521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2583534.250000 Penalty: 4922.170410
	Iteration 45Q: 3 clusters Score -2583534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2583547.250000 Penalty: 4922.170410
	Iteration 46Q: 3 clusters Score -2583547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2583554.500000 Penalty: 4922.170410
	Iteration 47Q: 3 clusters Score -2583554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2583555.500000 Penalty: 4922.170410
	Iteration 48Q: 3 clusters Score -2583556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2583559.250000 Penalty: 4922.170410
	Iteration 49Q: 3 clusters Score -2583559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2583560.000000 Penalty: 4922.170410
	Iteration 50Q: 3 clusters Score -2583560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2583560.000000 Penalty: 4922.170410
	Iteration 51Q: 3 clusters Score -2583560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2583565.250000 Penalty: 4922.170410
	Iteration 52Q: 3 clusters Score -2583565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2583567.250000 Penalty: 4922.170410
	Iteration 53Q: 3 clusters Score -2583567 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19472 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2583565.250000 Penalty: 4922.170410
	Iteration 54Q: 3 clusters Score -2583565 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2583570.750000 Penalty: 4922.170410
	Iteration 55Q: 3 clusters Score -2583571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2583574.250000 Penalty: 4922.170410
	Iteration 56Q: 3 clusters Score -2583574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2583574.500000 Penalty: 4922.170410
	Iteration 57Q: 3 clusters Score -2583574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2583576.750000 Penalty: 4922.170410
	Iteration 58Q: 3 clusters Score -2583577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2583576.000000 Penalty: 4922.170410
	Iteration 59Q: 3 clusters Score -2583576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2583576.500000 Penalty: 4922.170410
	Iteration 60F: 3 clusters Score -2583576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Entering Unmasked Estep 
Score: -680160.125000 Penalty: 2115.760742
	Iteration 0F: 2 clusters Score -680160.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -675651.937500 Penalty: 4231.521484
	Iteration 0F: 3 clusters Score -675651.9 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -676762.875000 Penalty: 4231.521484
	Iteration 1F: 3 clusters Score -676762.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -677153.187500 Penalty: 4231.521484
	Iteration 2F: 3 clusters Score -677153.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -677535.937500 Penalty: 4231.521484
	Iteration 3F: 3 clusters Score -677535.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -677904.937500 Penalty: 4231.521484
	Iteration 4F: 3 clusters Score -677904.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -678181.250000 Penalty: 4231.521484
	Iteration 5F: 3 clusters Score -678181.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -678341.562500 Penalty: 4231.521484
	Iteration 6Q: 3 clusters Score -678341.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -678437.312500 Penalty: 4231.521484
	Iteration 7Q: 3 clusters Score -678437.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -678499.187500 Penalty: 4231.521484
	Iteration 8Q: 3 clusters Score -678499.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -678553.000000 Penalty: 4231.521484
	Iteration 9Q: 3 clusters Score -678553 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -678602.125000 Penalty: 4231.521484
	Iteration 10Q: 3 clusters Score -678602.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -678638.937500 Penalty: 4231.521484
	Iteration 11Q: 3 clusters Score -678638.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -678662.937500 Penalty: 4231.521484
	Iteration 12Q: 3 clusters Score -678662.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -678677.125000 Penalty: 4231.521484
	Iteration 13Q: 3 clusters Score -678677.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -678687.000000 Penalty: 4231.521484
	Iteration 14Q: 3 clusters Score -678687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -678696.812500 Penalty: 4231.521484
	Iteration 15Q: 3 clusters Score -678696.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -678713.625000 Penalty: 4231.521484
	Iteration 16Q: 3 clusters Score -678713.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -678732.687500 Penalty: 4231.521484
	Iteration 17Q: 3 clusters Score -678732.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -678746.250000 Penalty: 4231.521484
	Iteration 18Q: 3 clusters Score -678746.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -678754.750000 Penalty: 4231.521484
	Iteration 19Q: 3 clusters Score -678754.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -678759.437500 Penalty: 4231.521484
	Iteration 20F: 3 clusters Score -678759.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -678764.312500 Penalty: 4231.521484
	Iteration 21Q: 3 clusters Score -678764.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -678770.062500 Penalty: 4231.521484
	Iteration 22Q: 3 clusters Score -678770.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -678774.875000 Penalty: 4231.521484
	Iteration 23Q: 3 clusters Score -678774.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -678780.000000 Penalty: 4231.521484
	Iteration 24Q: 3 clusters Score -678780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -678784.312500 Penalty: 4231.521484
	Iteration 25Q: 3 clusters Score -678784.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -678788.937500 Penalty: 4231.521484
	Iteration 26Q: 3 clusters Score -678788.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -678793.500000 Penalty: 4231.521484
	Iteration 27Q: 3 clusters Score -678793.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -678805.562500 Penalty: 4231.521484
	Iteration 28Q: 3 clusters Score -678805.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -678813.687500 Penalty: 4231.521484
	Iteration 29Q: 3 clusters Score -678813.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -678818.812500 Penalty: 4231.521484
	Iteration 30Q: 3 clusters Score -678818.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -678825.500000 Penalty: 4231.521484
	Iteration 31Q: 3 clusters Score -678825.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -678826.187500 Penalty: 4231.521484
	Iteration 32Q: 3 clusters Score -678826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -678828.375000 Penalty: 4231.521484
	Iteration 33Q: 3 clusters Score -678828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -678830.500000 Penalty: 4231.521484
	Iteration 34Q: 3 clusters Score -678830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -678832.312500 Penalty: 4231.521484
	Iteration 35Q: 3 clusters Score -678832.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -678833.437500 Penalty: 4231.521484
	Iteration 36Q: 3 clusters Score -678833.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -678836.062500 Penalty: 4231.521484
	Iteration 37Q: 3 clusters Score -678836.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -678834.312500 Penalty: 4231.521484
	Iteration 38Q: 3 clusters Score -678834.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -678836.125000 Penalty: 4231.521484
	Iteration 39Q: 3 clusters Score -678836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -678837.500000 Penalty: 4231.521484
	Iteration 40F: 3 clusters Score -678837.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -678839.375000 Penalty: 4231.521484
	Iteration 41Q: 3 clusters Score -678839.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -678840.000000 Penalty: 4231.521484
	Iteration 42Q: 3 clusters Score -678840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -678839.875000 Penalty: 4231.521484
	Iteration 43Q: 3 clusters Score -678839.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -678839.625000 Penalty: 4231.521484
	Iteration 44Q: 3 clusters Score -678839.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -678842.375000 Penalty: 4231.521484
	Iteration 45Q: 3 clusters Score -678842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -678844.562500 Penalty: 4231.521484
	Iteration 46Q: 3 clusters Score -678844.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -678847.062500 Penalty: 4231.521484
	Iteration 47Q: 3 clusters Score -678847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -678847.062500 Penalty: 4231.521484
	Iteration 48Q: 3 clusters Score -678847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -678847.500000 Penalty: 4231.521484
	Iteration 49Q: 3 clusters Score -678847.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -678846.750000 Penalty: 4231.521484
	Iteration 50Q: 3 clusters Score -678846.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -678846.562500 Penalty: 4231.521484
	Iteration 51Q: 3 clusters Score -678846.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -678847.687500 Penalty: 4231.521484
	Iteration 52Q: 3 clusters Score -678847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -678848.375000 Penalty: 4231.521484
	Iteration 53Q: 3 clusters Score -678848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -678849.062500 Penalty: 4231.521484
	Iteration 54Q: 3 clusters Score -678849.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -678851.562500 Penalty: 4231.521484
	Iteration 55Q: 3 clusters Score -678851.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -678851.125000 Penalty: 4231.521484
	Iteration 56Q: 3 clusters Score -678851.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -678851.250000 Penalty: 4231.521484
	Iteration 57Q: 3 clusters Score -678851.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -678851.250000 Penalty: 4231.521484
	Iteration 58F: 3 clusters Score -678851.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Entering Unmasked Estep 
Score: -88849.984375 Penalty: 1617.843506
	Iteration 0F: 2 clusters Score -88849.98 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 345 members 
Entering Unmasked Estep 
Score: -87183.953125 Penalty: 3235.687012
	Iteration 0F: 3 clusters Score -87183.95 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87475.281250 Penalty: 3235.687012
	Iteration 1F: 3 clusters Score -87475.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -87613.007812 Penalty: 3235.687012
	Iteration 2F: 3 clusters Score -87613.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -87725.398438 Penalty: 3235.687012
	Iteration 3F: 3 clusters Score -87725.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -87854.601562 Penalty: 3235.687012
	Iteration 4Q: 3 clusters Score -87854.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88065.460938 Penalty: 3235.687012
	Iteration 5Q: 3 clusters Score -88065.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -88204.304688 Penalty: 3235.687012
	Iteration 6Q: 3 clusters Score -88204.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88263.085938 Penalty: 3235.687012
	Iteration 7Q: 3 clusters Score -88263.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88314.976562 Penalty: 3235.687012
	Iteration 8Q: 3 clusters Score -88314.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -88331.875000 Penalty: 3235.687012
	Iteration 9Q: 3 clusters Score -88331.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -88340.765625 Penalty: 3235.687012
	Iteration 10Q: 3 clusters Score -88340.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -88347.585938 Penalty: 3235.687012
	Iteration 11Q: 3 clusters Score -88347.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -88354.523438 Penalty: 3235.687012
	Iteration 12Q: 3 clusters Score -88354.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -88357.789062 Penalty: 3235.687012
	Iteration 13Q: 3 clusters Score -88357.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -88359.671875 Penalty: 3235.687012
	Iteration 14Q: 3 clusters Score -88359.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -88359.671875 Penalty: 3235.687012
	Iteration 15F: 3 clusters Score -88359.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -64802.945312 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -64802.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63347.296875 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -63347.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -63751.425781 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -63751.43 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -64355.761719 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -64355.76 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -64957.085938 Penalty: 3099.987793
	Iteration 3F: 3 clusters Score -64957.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -65221.613281 Penalty: 3099.987793
	Iteration 4F: 3 clusters Score -65221.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -65308.214844 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -65308.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -65345.437500 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -65345.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -65359.636719 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -65359.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -65369.195312 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -65369.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -65386.710938 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -65386.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -65402.281250 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -65402.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -65466.312500 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -65466.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -65728.554688 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -65728.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -65840.187500 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -65840.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -65840.187500 Penalty: 3099.987793
	Iteration 14F: 3 clusters Score -65840.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171407 members 
Mstep: Class 3 contains 34918 members 
Mstep: Class 4 contains 8481 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52336 members 
Mstep: Class 7 contains 66254 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 285250 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41995 members 
Mstep: Class 14 contains 11894 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 20409 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 378 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11242 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 796 members 
Mstep: Class 31 contains 140 members 
Entering Unmasked Estep 
Score: -122219624.000000 Penalty: 105461.679688
Splitting cluster 25 changes total score from -122220560.000000 to -122219624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -64190.011719 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -64190.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -62710.539062 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -62710.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62855.917969 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -62855.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62904.613281 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -62904.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62918.121094 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -62918.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62926.472656 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -62926.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62938.542969 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -62938.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62971.312500 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -62971.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62995.718750 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -62995.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63001.269531 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -63001.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -63007.820312 Penalty: 3066.314209
	Iteration 9Q: 3 clusters Score -63007.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -63018.960938 Penalty: 3066.314209
	Iteration 10Q: 3 clusters Score -63018.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63022.718750 Penalty: 3066.314209
	Iteration 11Q: 3 clusters Score -63022.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -63022.718750 Penalty: 3066.314209
	Iteration 12F: 3 clusters Score -63022.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (11242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Entering Unmasked Estep 
Score: -1632418.750000 Penalty: 2313.197998
	Iteration 0F: 2 clusters Score -1632419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1624016.000000 Penalty: 4626.395996
	Iteration 0F: 3 clusters Score -1624016 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1626387.000000 Penalty: 4626.395996
	Iteration 1F: 3 clusters Score -1626387 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1626664.875000 Penalty: 4626.395996
	Iteration 2F: 3 clusters Score -1626665 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1626851.125000 Penalty: 4626.395996
	Iteration 3Q: 3 clusters Score -1626851 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1626983.125000 Penalty: 4626.395996
	Iteration 4Q: 3 clusters Score -1626983 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1627084.625000 Penalty: 4626.395996
	Iteration 5Q: 3 clusters Score -1627085 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1627170.750000 Penalty: 4626.395996
	Iteration 6Q: 3 clusters Score -1627171 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1627257.000000 Penalty: 4626.395996
	Iteration 7Q: 3 clusters Score -1627257 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1627327.500000 Penalty: 4626.395996
	Iteration 8Q: 3 clusters Score -1627328 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1627395.375000 Penalty: 4626.395996
	Iteration 9Q: 3 clusters Score -1627395 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1627469.500000 Penalty: 4626.395996
	Iteration 10Q: 3 clusters Score -1627470 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1627551.500000 Penalty: 4626.395996
	Iteration 11Q: 3 clusters Score -1627552 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1627654.625000 Penalty: 4626.395996
	Iteration 12Q: 3 clusters Score -1627655 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1627792.125000 Penalty: 4626.395996
	Iteration 13Q: 3 clusters Score -1627792 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1627954.125000 Penalty: 4626.395996
	Iteration 14Q: 3 clusters Score -1627954 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1628157.125000 Penalty: 4626.395996
	Iteration 15Q: 3 clusters Score -1628157 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1628421.250000 Penalty: 4626.395996
	Iteration 16Q: 3 clusters Score -1628421 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1628727.125000 Penalty: 4626.395996
	Iteration 17Q: 3 clusters Score -1628727 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1629072.875000 Penalty: 4626.395996
	Iteration 18Q: 3 clusters Score -1629073 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1629400.250000 Penalty: 4626.395996
	Iteration 19Q: 3 clusters Score -1629400 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1629659.500000 Penalty: 4626.395996
	Iteration 20F: 3 clusters Score -1629660 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1629868.750000 Penalty: 4626.395996
	Iteration 21Q: 3 clusters Score -1629869 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1630000.000000 Penalty: 4626.395996
	Iteration 22Q: 3 clusters Score -1630000 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1630116.125000 Penalty: 4626.395996
	Iteration 23Q: 3 clusters Score -1630116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1630182.000000 Penalty: 4626.395996
	Iteration 24Q: 3 clusters Score -1630182 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1630229.250000 Penalty: 4626.395996
	Iteration 25Q: 3 clusters Score -1630229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1630259.750000 Penalty: 4626.395996
	Iteration 26Q: 3 clusters Score -1630260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1630279.750000 Penalty: 4626.395996
	Iteration 27Q: 3 clusters Score -1630280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1630295.875000 Penalty: 4626.395996
	Iteration 28Q: 3 clusters Score -1630296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1630321.875000 Penalty: 4626.395996
	Iteration 29Q: 3 clusters Score -1630322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1630343.125000 Penalty: 4626.395996
	Iteration 30Q: 3 clusters Score -1630343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1630361.625000 Penalty: 4626.395996
	Iteration 31Q: 3 clusters Score -1630362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1630378.000000 Penalty: 4626.395996
	Iteration 32Q: 3 clusters Score -1630378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1630383.375000 Penalty: 4626.395996
	Iteration 33Q: 3 clusters Score -1630383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1630389.125000 Penalty: 4626.395996
	Iteration 34Q: 3 clusters Score -1630389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1630394.750000 Penalty: 4626.395996
	Iteration 35Q: 3 clusters Score -1630395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1630394.125000 Penalty: 4626.395996
	Iteration 36Q: 3 clusters Score -1630394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1630399.625000 Penalty: 4626.395996
	Iteration 37Q: 3 clusters Score -1630400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1630402.000000 Penalty: 4626.395996
	Iteration 38Q: 3 clusters Score -1630402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1630403.000000 Penalty: 4626.395996
	Iteration 39Q: 3 clusters Score -1630403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1630406.125000 Penalty: 4626.395996
	Iteration 40F: 3 clusters Score -1630406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1630406.875000 Penalty: 4626.395996
	Iteration 41Q: 3 clusters Score -1630407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1630407.375000 Penalty: 4626.395996
	Iteration 42Q: 3 clusters Score -1630407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1630407.375000 Penalty: 4626.395996
	Iteration 43F: 3 clusters Score -1630407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -64004.152344 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -64004.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -62517.750000 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -62517.75 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62825.269531 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -62825.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63002.898438 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -63002.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -63084.136719 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -63084.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -63110.988281 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -63110.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -63134.664062 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -63134.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63152.082031 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -63152.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -63159.820312 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -63159.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -63161.945312 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -63161.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -63161.945312 Penalty: 3080.457520
	Iteration 9F: 3 clusters Score -63161.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Entering Unmasked Estep 
Score: -404041.968750 Penalty: 1971.637207
	Iteration 0F: 2 clusters Score -404042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -400876.125000 Penalty: 3943.274414
	Iteration 0F: 3 clusters Score -400876.1 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -401526.781250 Penalty: 3943.274414
	Iteration 1F: 3 clusters Score -401526.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -401684.843750 Penalty: 3943.274414
	Iteration 2F: 3 clusters Score -401684.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -401777.625000 Penalty: 3943.274414
	Iteration 3Q: 3 clusters Score -401777.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -401817.156250 Penalty: 3943.274414
	Iteration 4Q: 3 clusters Score -401817.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -401841.312500 Penalty: 3943.274414
	Iteration 5Q: 3 clusters Score -401841.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -401858.937500 Penalty: 3943.274414
	Iteration 6Q: 3 clusters Score -401858.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -401872.062500 Penalty: 3943.274414
	Iteration 7Q: 3 clusters Score -401872.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -401882.375000 Penalty: 3943.274414
	Iteration 8Q: 3 clusters Score -401882.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -401889.656250 Penalty: 3943.274414
	Iteration 9Q: 3 clusters Score -401889.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -401895.000000 Penalty: 3943.274414
	Iteration 10Q: 3 clusters Score -401895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -401901.250000 Penalty: 3943.274414
	Iteration 11Q: 3 clusters Score -401901.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -401906.125000 Penalty: 3943.274414
	Iteration 12Q: 3 clusters Score -401906.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -401911.187500 Penalty: 3943.274414
	Iteration 13Q: 3 clusters Score -401911.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -401917.281250 Penalty: 3943.274414
	Iteration 14Q: 3 clusters Score -401917.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -401922.562500 Penalty: 3943.274414
	Iteration 15Q: 3 clusters Score -401922.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -401927.250000 Penalty: 3943.274414
	Iteration 16Q: 3 clusters Score -401927.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -401929.968750 Penalty: 3943.274414
	Iteration 17Q: 3 clusters Score -401930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -401934.093750 Penalty: 3943.274414
	Iteration 18Q: 3 clusters Score -401934.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -401936.593750 Penalty: 3943.274414
	Iteration 19Q: 3 clusters Score -401936.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -401938.625000 Penalty: 3943.274414
	Iteration 20F: 3 clusters Score -401938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -401940.437500 Penalty: 3943.274414
	Iteration 21Q: 3 clusters Score -401940.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -401940.437500 Penalty: 3943.274414
	Iteration 22F: 3 clusters Score -401940.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -106704.000000 Penalty: 1656.540649
	Iteration 0F: 2 clusters Score -106704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -104947.414062 Penalty: 3313.081299
	Iteration 0F: 3 clusters Score -104947.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105227.960938 Penalty: 3313.081299
	Iteration 1F: 3 clusters Score -105228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105367.609375 Penalty: 3313.081299
	Iteration 2F: 3 clusters Score -105367.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105471.515625 Penalty: 3313.081299
	Iteration 3Q: 3 clusters Score -105471.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105570.742188 Penalty: 3313.081299
	Iteration 4Q: 3 clusters Score -105570.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105646.828125 Penalty: 3313.081299
	Iteration 5Q: 3 clusters Score -105646.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105706.031250 Penalty: 3313.081299
	Iteration 6Q: 3 clusters Score -105706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105753.164062 Penalty: 3313.081299
	Iteration 7Q: 3 clusters Score -105753.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105788.117188 Penalty: 3313.081299
	Iteration 8Q: 3 clusters Score -105788.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105806.312500 Penalty: 3313.081299
	Iteration 9Q: 3 clusters Score -105806.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105825.890625 Penalty: 3313.081299
	Iteration 10Q: 3 clusters Score -105825.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -105836.914062 Penalty: 3313.081299
	Iteration 11Q: 3 clusters Score -105836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -105855.226562 Penalty: 3313.081299
	Iteration 12Q: 3 clusters Score -105855.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105878.148438 Penalty: 3313.081299
	Iteration 13Q: 3 clusters Score -105878.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105898.640625 Penalty: 3313.081299
	Iteration 14Q: 3 clusters Score -105898.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105935.039062 Penalty: 3313.081299
	Iteration 15Q: 3 clusters Score -105935 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105986.289062 Penalty: 3313.081299
	Iteration 16Q: 3 clusters Score -105986.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -106169.343750 Penalty: 3313.081299
	Iteration 17Q: 3 clusters Score -106169.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -106477.523438 Penalty: 3313.081299
	Iteration 18Q: 3 clusters Score -106477.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -106646.429688 Penalty: 3313.081299
	Iteration 19Q: 3 clusters Score -106646.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -106781.960938 Penalty: 3313.081299
	Iteration 20F: 3 clusters Score -106782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -106941.046875 Penalty: 3313.081299
	Iteration 21Q: 3 clusters Score -106941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107006.960938 Penalty: 3313.081299
	Iteration 22Q: 3 clusters Score -107007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107021.906250 Penalty: 3313.081299
	Iteration 23Q: 3 clusters Score -107021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107021.906250 Penalty: 3313.081299
	Iteration 24F: 3 clusters Score -107021.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 171407 members 
Mstep: Class 3 contains 34918 members 
Mstep: Class 4 contains 8481 members 
Mstep: Class 5 contains 252 members 
Mstep: Class 6 contains 52336 members 
Mstep: Class 7 contains 66254 members 
Mstep: Class 8 contains 73268 members 
Mstep: Class 9 contains 285250 members 
Mstep: Class 10 contains 29167 members 
Mstep: Class 11 contains 270 members 
Mstep: Class 12 contains 15648 members 
Mstep: Class 13 contains 41995 members 
Mstep: Class 14 contains 11894 members 
Mstep: Class 15 contains 194 members 
Mstep: Class 16 contains 20384 members 
Mstep: Class 17 contains 7696 members 
Mstep: Class 18 contains 20537 members 
Mstep: Class 19 contains 15213 members 
Mstep: Class 20 contains 224 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 20409 members 
Mstep: Class 23 contains 5071 members 
Mstep: Class 24 contains 681 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 11242 members 
Mstep: Class 28 contains 498 members 
Mstep: Class 29 contains 2836 members 
Mstep: Class 30 contains 464 members 
Mstep: Class 31 contains 332 members 
Entering Unmasked Estep 
Score: -122219248.000000 Penalty: 105461.679688
Splitting cluster 30 changes total score from -122220560.000000 to -122219248.000000
So it's not getting split.
--- Evaluating fit on full set of 2720463 points ---
Entering Unmasked Estep 
Score: -362117504.000000 Penalty: 110233.367188
23->31 Clusters: Score -362117504.000000, best is -362350336.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 906821 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 39351 members 
Mstep: Class 3 contains 39252 members 
Mstep: Class 4 contains 39414 members 
Mstep: Class 5 contains 39330 members 
Mstep: Class 6 contains 39250 members 
Mstep: Class 7 contains 39526 members 
Mstep: Class 8 contains 39376 members 
Mstep: Class 9 contains 39744 members 
Mstep: Class 10 contains 39532 members 
Mstep: Class 11 contains 39642 members 
Mstep: Class 12 contains 39341 members 
Mstep: Class 13 contains 38973 members 
Mstep: Class 14 contains 39400 members 
Mstep: Class 15 contains 39691 members 
Mstep: Class 16 contains 39374 members 
Mstep: Class 17 contains 39635 members 
Mstep: Class 18 contains 39273 members 
Mstep: Class 19 contains 39366 members 
Mstep: Class 20 contains 39418 members 
Mstep: Class 21 contains 39380 members 
Mstep: Class 22 contains 39595 members 
Mstep: Class 23 contains 39433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 466.083740 but Gain 3401.984375
Score: -117406432.000000 Penalty: 74843.773438
Iteration 0F: 23 clusters Score -1.174064e+08 nChanged 864875
Entering Unmasked Mstep 
Mstep: Class 0 contains 2352 members 
Mstep: Class 1 contains 173223 members 
Mstep: Class 3 contains 52375 members 
Mstep: Class 4 contains 10491 members 
Mstep: Class 5 contains 16151 members 
Mstep: Class 6 contains 45779 members 
Mstep: Class 7 contains 51754 members 
Mstep: Class 8 contains 48331 members 
Mstep: Class 9 contains 51675 members 
Mstep: Class 10 contains 52882 members 
Mstep: Class 11 contains 55970 members 
Mstep: Class 12 contains 26912 members 
Mstep: Class 13 contains 37659 members 
Mstep: Class 14 contains 11077 members 
Mstep: Class 15 contains 37948 members 
Mstep: Class 16 contains 103902 members 
Mstep: Class 17 contains 15328 members 
Mstep: Class 18 contains 23872 members 
Mstep: Class 19 contains 9254 members 
Mstep: Class 20 contains 7325 members 
Mstep: Class 21 contains 27434 members 
Mstep: Class 22 contains 31132 members 
Mstep: Class 23 contains 13995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -120154544.000000 Penalty: 74843.773438
Iteration 1F: 23 clusters Score -1.201545e+08 nChanged 378303
Entering Unmasked Mstep 
Mstep: Class 0 contains 2195 members 
Mstep: Class 1 contains 243289 members 
Mstep: Class 3 contains 37137 members 
Mstep: Class 4 contains 14543 members 
Mstep: Class 5 contains 13313 members 
Mstep: Class 6 contains 36264 members 
Mstep: Class 7 contains 36625 members 
Mstep: Class 8 contains 48578 members 
Mstep: Class 9 contains 60497 members 
Mstep: Class 10 contains 72460 members 
Mstep: Class 11 contains 74198 members 
Mstep: Class 12 contains 28957 members 
Mstep: Class 13 contains 24606 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 28986 members 
Mstep: Class 16 contains 85879 members 
Mstep: Class 17 contains 15698 members 
Mstep: Class 18 contains 20759 members 
Mstep: Class 19 contains 6430 members 
Mstep: Class 20 contains 7640 members 
Mstep: Class 21 contains 14499 members 
Mstep: Class 22 contains 17808 members 
Mstep: Class 23 contains 11857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121095032.000000 Penalty: 74843.773438
Iteration 2F: 23 clusters Score -1.21095e+08 nChanged 261596
Entering Unmasked Mstep 
Mstep: Class 0 contains 1116 members 
Mstep: Class 1 contains 287356 members 
Mstep: Class 3 contains 29685 members 
Mstep: Class 4 contains 19177 members 
Mstep: Class 5 contains 15791 members 
Mstep: Class 6 contains 29737 members 
Mstep: Class 7 contains 25156 members 
Mstep: Class 8 contains 51353 members 
Mstep: Class 9 contains 66412 members 
Mstep: Class 10 contains 83361 members 
Mstep: Class 11 contains 90410 members 
Mstep: Class 12 contains 31031 members 
Mstep: Class 13 contains 15787 members 
Mstep: Class 14 contains 2113 members 
Mstep: Class 15 contains 22728 members 
Mstep: Class 16 contains 55779 members 
Mstep: Class 17 contains 16560 members 
Mstep: Class 18 contains 19646 members 
Mstep: Class 19 contains 3830 members 
Mstep: Class 20 contains 10567 members 
Mstep: Class 21 contains 6815 members 
Mstep: Class 22 contains 9290 members 
Mstep: Class 23 contains 13121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121470576.000000 Penalty: 74843.773438
Iteration 3F: 23 clusters Score -1.214706e+08 nChanged 184539
Entering Unmasked Mstep 
Mstep: Class 0 contains 945 members 
Mstep: Class 1 contains 303293 members 
Mstep: Class 3 contains 25421 members 
Mstep: Class 4 contains 22095 members 
Mstep: Class 5 contains 20064 members 
Mstep: Class 6 contains 25532 members 
Mstep: Class 7 contains 16947 members 
Mstep: Class 8 contains 55487 members 
Mstep: Class 9 contains 78569 members 
Mstep: Class 10 contains 93145 members 
Mstep: Class 11 contains 93391 members 
Mstep: Class 12 contains 33045 members 
Mstep: Class 13 contains 10345 members 
Mstep: Class 14 contains 1526 members 
Mstep: Class 15 contains 17968 members 
Mstep: Class 16 contains 36573 members 
Mstep: Class 17 contains 17120 members 
Mstep: Class 18 contains 19391 members 
Mstep: Class 19 contains 2305 members 
Mstep: Class 20 contains 7939 members 
Mstep: Class 21 contains 3632 members 
Mstep: Class 22 contains 7763 members 
Mstep: Class 23 contains 14325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2465.551758 but Gain 3401.992188
Score: -121648096.000000 Penalty: 71441.781250
Iteration 4F: 22 clusters Score -1.216481e+08 nChanged 136443
Entering Unmasked Mstep 
Mstep: Class 0 contains 833 members 
Mstep: Class 1 contains 305410 members 
Mstep: Class 3 contains 23279 members 
Mstep: Class 4 contains 23354 members 
Mstep: Class 5 contains 23657 members 
Mstep: Class 6 contains 21952 members 
Mstep: Class 7 contains 11983 members 
Mstep: Class 8 contains 58262 members 
Mstep: Class 9 contains 93751 members 
Mstep: Class 10 contains 107577 members 
Mstep: Class 11 contains 90439 members 
Mstep: Class 12 contains 34234 members 
Mstep: Class 13 contains 7387 members 
Mstep: Class 14 contains 1281 members 
Mstep: Class 15 contains 13762 members 
Mstep: Class 16 contains 24429 members 
Mstep: Class 17 contains 17329 members 
Mstep: Class 18 contains 18872 members 
Mstep: Class 19 contains 1788 members 
Mstep: Class 20 contains 5438 members 
Mstep: Class 22 contains 7284 members 
Mstep: Class 23 contains 14520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121790752.000000 Penalty: 71441.781250
Iteration 5F: 22 clusters Score -1.217908e+08 nChanged 98650
Entering Unmasked Mstep 
Mstep: Class 0 contains 622 members 
Mstep: Class 1 contains 303270 members 
Mstep: Class 3 contains 21597 members 
Mstep: Class 4 contains 23627 members 
Mstep: Class 5 contains 25630 members 
Mstep: Class 6 contains 18162 members 
Mstep: Class 7 contains 9418 members 
Mstep: Class 8 contains 59268 members 
Mstep: Class 9 contains 107644 members 
Mstep: Class 10 contains 123032 members 
Mstep: Class 11 contains 85813 members 
Mstep: Class 12 contains 33759 members 
Mstep: Class 13 contains 6087 members 
Mstep: Class 14 contains 1203 members 
Mstep: Class 15 contains 9842 members 
Mstep: Class 16 contains 17790 members 
Mstep: Class 17 contains 16790 members 
Mstep: Class 18 contains 16939 members 
Mstep: Class 19 contains 1718 members 
Mstep: Class 20 contains 3749 members 
Mstep: Class 22 contains 6721 members 
Mstep: Class 23 contains 14140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121896640.000000 Penalty: 71441.781250
Iteration 6F: 22 clusters Score -1.218966e+08 nChanged 74316
Entering Unmasked Mstep 
Mstep: Class 0 contains 438 members 
Mstep: Class 1 contains 299853 members 
Mstep: Class 3 contains 20393 members 
Mstep: Class 4 contains 23377 members 
Mstep: Class 5 contains 27106 members 
Mstep: Class 6 contains 14518 members 
Mstep: Class 7 contains 8065 members 
Mstep: Class 8 contains 59396 members 
Mstep: Class 9 contains 119841 members 
Mstep: Class 10 contains 137376 members 
Mstep: Class 11 contains 80984 members 
Mstep: Class 12 contains 32873 members 
Mstep: Class 13 contains 5734 members 
Mstep: Class 14 contains 1180 members 
Mstep: Class 15 contains 6447 members 
Mstep: Class 16 contains 14124 members 
Mstep: Class 17 contains 15935 members 
Mstep: Class 18 contains 14645 members 
Mstep: Class 19 contains 1854 members 
Mstep: Class 20 contains 2660 members 
Mstep: Class 22 contains 6227 members 
Mstep: Class 23 contains 13795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121969984.000000 Penalty: 71441.781250
Iteration 7F: 22 clusters Score -1.2197e+08 nChanged 57498
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 296523 members 
Mstep: Class 3 contains 19433 members 
Mstep: Class 4 contains 22789 members 
Mstep: Class 5 contains 28348 members 
Mstep: Class 6 contains 11262 members 
Mstep: Class 7 contains 7240 members 
Mstep: Class 8 contains 59025 members 
Mstep: Class 9 contains 130370 members 
Mstep: Class 10 contains 149025 members 
Mstep: Class 11 contains 76030 members 
Mstep: Class 12 contains 31784 members 
Mstep: Class 13 contains 5871 members 
Mstep: Class 14 contains 1070 members 
Mstep: Class 15 contains 3907 members 
Mstep: Class 16 contains 11986 members 
Mstep: Class 17 contains 15301 members 
Mstep: Class 18 contains 12756 members 
Mstep: Class 19 contains 2019 members 
Mstep: Class 20 contains 2033 members 
Mstep: Class 22 contains 5902 members 
Mstep: Class 23 contains 13923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122024536.000000 Penalty: 71441.781250
Iteration 8F: 22 clusters Score -1.220245e+08 nChanged 43825
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 294083 members 
Mstep: Class 3 contains 18714 members 
Mstep: Class 4 contains 22087 members 
Mstep: Class 5 contains 29247 members 
Mstep: Class 6 contains 8653 members 
Mstep: Class 7 contains 6758 members 
Mstep: Class 8 contains 58226 members 
Mstep: Class 9 contains 139303 members 
Mstep: Class 10 contains 157358 members 
Mstep: Class 11 contains 71228 members 
Mstep: Class 12 contains 30691 members 
Mstep: Class 13 contains 6152 members 
Mstep: Class 14 contains 694 members 
Mstep: Class 15 contains 2263 members 
Mstep: Class 16 contains 10923 members 
Mstep: Class 17 contains 15070 members 
Mstep: Class 18 contains 11287 members 
Mstep: Class 19 contains 2080 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 22 contains 5694 members 
Mstep: Class 23 contains 14498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122049600.000000 Penalty: 71441.781250
Iteration 9Q: 22 clusters Score -1.220496e+08 nChanged 33662
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 292242 members 
Mstep: Class 3 contains 18101 members 
Mstep: Class 4 contains 21355 members 
Mstep: Class 5 contains 30023 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 6530 members 
Mstep: Class 8 contains 57320 members 
Mstep: Class 9 contains 146503 members 
Mstep: Class 10 contains 163182 members 
Mstep: Class 11 contains 66408 members 
Mstep: Class 12 contains 29810 members 
Mstep: Class 13 contains 6364 members 
Mstep: Class 14 contains 489 members 
Mstep: Class 15 contains 1481 members 
Mstep: Class 16 contains 10661 members 
Mstep: Class 17 contains 14937 members 
Mstep: Class 18 contains 10114 members 
Mstep: Class 19 contains 2088 members 
Mstep: Class 20 contains 1447 members 
Mstep: Class 22 contains 5534 members 
Mstep: Class 23 contains 15432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122064768.000000 Penalty: 71441.781250
Iteration 10Q: 22 clusters Score -1.220648e+08 nChanged 26784
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 290993 members 
Mstep: Class 3 contains 17608 members 
Mstep: Class 4 contains 20628 members 
Mstep: Class 5 contains 30656 members 
Mstep: Class 6 contains 5320 members 
Mstep: Class 7 contains 6550 members 
Mstep: Class 8 contains 56477 members 
Mstep: Class 9 contains 152049 members 
Mstep: Class 10 contains 166786 members 
Mstep: Class 11 contains 61730 members 
Mstep: Class 12 contains 29117 members 
Mstep: Class 13 contains 6531 members 
Mstep: Class 14 contains 384 members 
Mstep: Class 15 contains 1210 members 
Mstep: Class 16 contains 11132 members 
Mstep: Class 17 contains 14930 members 
Mstep: Class 18 contains 9179 members 
Mstep: Class 19 contains 2095 members 
Mstep: Class 20 contains 1291 members 
Mstep: Class 22 contains 5387 members 
Mstep: Class 23 contains 16626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122076144.000000 Penalty: 71441.781250
Iteration 11Q: 22 clusters Score -1.220761e+08 nChanged 21875
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 290290 members 
Mstep: Class 3 contains 17226 members 
Mstep: Class 4 contains 19973 members 
Mstep: Class 5 contains 31148 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 6775 members 
Mstep: Class 8 contains 55738 members 
Mstep: Class 9 contains 156176 members 
Mstep: Class 10 contains 168967 members 
Mstep: Class 11 contains 57544 members 
Mstep: Class 12 contains 28613 members 
Mstep: Class 13 contains 6626 members 
Mstep: Class 14 contains 345 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 12034 members 
Mstep: Class 17 contains 14995 members 
Mstep: Class 18 contains 8390 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 1199 members 
Mstep: Class 22 contains 5159 members 
Mstep: Class 23 contains 17807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122083672.000000 Penalty: 71441.781250
Iteration 12Q: 22 clusters Score -1.220837e+08 nChanged 18336
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 289861 members 
Mstep: Class 3 contains 16924 members 
Mstep: Class 4 contains 19424 members 
Mstep: Class 5 contains 31474 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 7 contains 7228 members 
Mstep: Class 8 contains 55295 members 
Mstep: Class 9 contains 159081 members 
Mstep: Class 10 contains 170121 members 
Mstep: Class 11 contains 53852 members 
Mstep: Class 12 contains 28283 members 
Mstep: Class 13 contains 6715 members 
Mstep: Class 14 contains 324 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 13182 members 
Mstep: Class 17 contains 15105 members 
Mstep: Class 18 contains 7646 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 1148 members 
Mstep: Class 22 contains 4884 members 
Mstep: Class 23 contains 19024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122091024.000000 Penalty: 71441.781250
Iteration 13Q: 22 clusters Score -1.22091e+08 nChanged 15820
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 289563 members 
Mstep: Class 3 contains 16655 members 
Mstep: Class 4 contains 18969 members 
Mstep: Class 5 contains 31732 members 
Mstep: Class 6 contains 3414 members 
Mstep: Class 7 contains 7841 members 
Mstep: Class 8 contains 54952 members 
Mstep: Class 9 contains 161243 members 
Mstep: Class 10 contains 170541 members 
Mstep: Class 11 contains 50670 members 
Mstep: Class 12 contains 28030 members 
Mstep: Class 13 contains 6786 members 
Mstep: Class 14 contains 304 members 
Mstep: Class 15 contains 1208 members 
Mstep: Class 16 contains 14413 members 
Mstep: Class 17 contains 15216 members 
Mstep: Class 18 contains 7135 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 1113 members 
Mstep: Class 22 contains 4561 members 
Mstep: Class 23 contains 20232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122098008.000000 Penalty: 71441.781250
Iteration 14Q: 22 clusters Score -1.22098e+08 nChanged 14109
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 289236 members 
Mstep: Class 3 contains 16376 members 
Mstep: Class 4 contains 18536 members 
Mstep: Class 5 contains 31923 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 8595 members 
Mstep: Class 8 contains 54675 members 
Mstep: Class 9 contains 162701 members 
Mstep: Class 10 contains 170471 members 
Mstep: Class 11 contains 48055 members 
Mstep: Class 12 contains 27866 members 
Mstep: Class 13 contains 6890 members 
Mstep: Class 14 contains 293 members 
Mstep: Class 15 contains 1216 members 
Mstep: Class 16 contains 15563 members 
Mstep: Class 17 contains 15333 members 
Mstep: Class 18 contains 6940 members 
Mstep: Class 19 contains 2103 members 
Mstep: Class 20 contains 1084 members 
Mstep: Class 22 contains 4162 members 
Mstep: Class 23 contains 21527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122104824.000000 Penalty: 71441.781250
Iteration 15Q: 22 clusters Score -1.221048e+08 nChanged 12560
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 288830 members 
Mstep: Class 3 contains 16130 members 
Mstep: Class 4 contains 18154 members 
Mstep: Class 5 contains 32014 members 
Mstep: Class 6 contains 2977 members 
Mstep: Class 7 contains 9317 members 
Mstep: Class 8 contains 54458 members 
Mstep: Class 9 contains 163617 members 
Mstep: Class 10 contains 170133 members 
Mstep: Class 11 contains 45994 members 
Mstep: Class 12 contains 27811 members 
Mstep: Class 13 contains 6970 members 
Mstep: Class 14 contains 288 members 
Mstep: Class 15 contains 1215 members 
Mstep: Class 16 contains 16703 members 
Mstep: Class 17 contains 15437 members 
Mstep: Class 18 contains 7039 members 
Mstep: Class 19 contains 2105 members 
Mstep: Class 20 contains 1045 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 22710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122110232.000000 Penalty: 71441.781250
Iteration 16Q: 22 clusters Score -1.221102e+08 nChanged 11345
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 288444 members 
Mstep: Class 3 contains 15901 members 
Mstep: Class 4 contains 17770 members 
Mstep: Class 5 contains 32048 members 
Mstep: Class 6 contains 2921 members 
Mstep: Class 7 contains 10027 members 
Mstep: Class 8 contains 54305 members 
Mstep: Class 9 contains 164123 members 
Mstep: Class 10 contains 169623 members 
Mstep: Class 11 contains 44407 members 
Mstep: Class 12 contains 27785 members 
Mstep: Class 13 contains 7031 members 
Mstep: Class 14 contains 283 members 
Mstep: Class 15 contains 1216 members 
Mstep: Class 16 contains 17779 members 
Mstep: Class 17 contains 15499 members 
Mstep: Class 18 contains 7248 members 
Mstep: Class 19 contains 2106 members 
Mstep: Class 20 contains 1018 members 
Mstep: Class 22 contains 3347 members 
Mstep: Class 23 contains 23798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122114912.000000 Penalty: 71441.781250
Iteration 17Q: 22 clusters Score -1.221149e+08 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 288016 members 
Mstep: Class 3 contains 15750 members 
Mstep: Class 4 contains 17392 members 
Mstep: Class 5 contains 32014 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 10736 members 
Mstep: Class 8 contains 54264 members 
Mstep: Class 9 contains 164409 members 
Mstep: Class 10 contains 169031 members 
Mstep: Class 11 contains 43221 members 
Mstep: Class 12 contains 27787 members 
Mstep: Class 13 contains 7067 members 
Mstep: Class 14 contains 280 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 18772 members 
Mstep: Class 17 contains 15559 members 
Mstep: Class 18 contains 7430 members 
Mstep: Class 19 contains 2106 members 
Mstep: Class 20 contains 998 members 
Mstep: Class 22 contains 2976 members 
Mstep: Class 23 contains 24758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122118672.000000 Penalty: 71441.781250
Iteration 18Q: 22 clusters Score -1.221187e+08 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 287631 members 
Mstep: Class 3 contains 15634 members 
Mstep: Class 4 contains 17003 members 
Mstep: Class 5 contains 31958 members 
Mstep: Class 6 contains 2925 members 
Mstep: Class 7 contains 11509 members 
Mstep: Class 8 contains 54243 members 
Mstep: Class 9 contains 164562 members 
Mstep: Class 10 contains 168393 members 
Mstep: Class 11 contains 42375 members 
Mstep: Class 12 contains 27804 members 
Mstep: Class 13 contains 7112 members 
Mstep: Class 14 contains 277 members 
Mstep: Class 15 contains 1221 members 
Mstep: Class 16 contains 19665 members 
Mstep: Class 17 contains 15639 members 
Mstep: Class 18 contains 7556 members 
Mstep: Class 19 contains 2106 members 
Mstep: Class 20 contains 980 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 25451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122122696.000000 Penalty: 71441.781250
Iteration 19Q: 22 clusters Score -1.221227e+08 nChanged 8426
Entering Unmasked Mstep 
Mstep: Class 0 contains 142 members 
Mstep: Class 1 contains 287241 members 
Mstep: Class 3 contains 15533 members 
Mstep: Class 4 contains 16633 members 
Mstep: Class 5 contains 31905 members 
Mstep: Class 6 contains 2961 members 
Mstep: Class 7 contains 12285 members 
Mstep: Class 8 contains 54233 members 
Mstep: Class 9 contains 164731 members 
Mstep: Class 10 contains 167619 members 
Mstep: Class 11 contains 41773 members 
Mstep: Class 12 contains 27870 members 
Mstep: Class 13 contains 7097 members 
Mstep: Class 14 contains 277 members 
Mstep: Class 15 contains 1221 members 
Mstep: Class 16 contains 20579 members 
Mstep: Class 17 contains 15701 members 
Mstep: Class 18 contains 7674 members 
Mstep: Class 19 contains 2106 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 22 contains 2329 members 
Mstep: Class 23 contains 25946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122129696.000000 Penalty: 71441.781250
Iteration 20F: 22 clusters Score -1.221297e+08 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 286780 members 
Mstep: Class 3 contains 15439 members 
Mstep: Class 4 contains 16286 members 
Mstep: Class 5 contains 31836 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 13610 members 
Mstep: Class 8 contains 54137 members 
Mstep: Class 9 contains 164742 members 
Mstep: Class 10 contains 166583 members 
Mstep: Class 11 contains 40139 members 
Mstep: Class 12 contains 27973 members 
Mstep: Class 13 contains 7118 members 
Mstep: Class 14 contains 273 members 
Mstep: Class 15 contains 1224 members 
Mstep: Class 16 contains 21670 members 
Mstep: Class 17 contains 15758 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 2129 members 
Mstep: Class 20 contains 943 members 
Mstep: Class 22 contains 2043 members 
Mstep: Class 23 contains 27229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122136960.000000 Penalty: 71441.781250
Iteration 21Q: 22 clusters Score -1.22137e+08 nChanged 9927
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 286276 members 
Mstep: Class 3 contains 15343 members 
Mstep: Class 4 contains 15952 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 3138 members 
Mstep: Class 7 contains 15044 members 
Mstep: Class 8 contains 54112 members 
Mstep: Class 9 contains 164830 members 
Mstep: Class 10 contains 165546 members 
Mstep: Class 11 contains 38837 members 
Mstep: Class 12 contains 28081 members 
Mstep: Class 13 contains 7129 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1220 members 
Mstep: Class 16 contains 22686 members 
Mstep: Class 17 contains 15840 members 
Mstep: Class 18 contains 7798 members 
Mstep: Class 19 contains 2132 members 
Mstep: Class 20 contains 899 members 
Mstep: Class 22 contains 1775 members 
Mstep: Class 23 contains 28024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122142656.000000 Penalty: 71441.781250
Iteration 22Q: 22 clusters Score -1.221427e+08 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 285754 members 
Mstep: Class 3 contains 15266 members 
Mstep: Class 4 contains 15514 members 
Mstep: Class 5 contains 31787 members 
Mstep: Class 6 contains 3234 members 
Mstep: Class 7 contains 16573 members 
Mstep: Class 8 contains 54126 members 
Mstep: Class 9 contains 165076 members 
Mstep: Class 10 contains 164521 members 
Mstep: Class 11 contains 37559 members 
Mstep: Class 12 contains 28276 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 277 members 
Mstep: Class 15 contains 1220 members 
Mstep: Class 16 contains 23612 members 
Mstep: Class 17 contains 15921 members 
Mstep: Class 18 contains 7833 members 
Mstep: Class 19 contains 2124 members 
Mstep: Class 20 contains 853 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 28445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122148816.000000 Penalty: 71441.781250
Iteration 23Q: 22 clusters Score -1.221488e+08 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 285183 members 
Mstep: Class 3 contains 15174 members 
Mstep: Class 4 contains 15011 members 
Mstep: Class 5 contains 31802 members 
Mstep: Class 6 contains 3361 members 
Mstep: Class 7 contains 18129 members 
Mstep: Class 8 contains 54151 members 
Mstep: Class 9 contains 165569 members 
Mstep: Class 10 contains 163479 members 
Mstep: Class 11 contains 36441 members 
Mstep: Class 12 contains 28513 members 
Mstep: Class 13 contains 7195 members 
Mstep: Class 14 contains 275 members 
Mstep: Class 15 contains 1221 members 
Mstep: Class 16 contains 24401 members 
Mstep: Class 17 contains 16013 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 2116 members 
Mstep: Class 20 contains 813 members 
Mstep: Class 22 contains 1436 members 
Mstep: Class 23 contains 28587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122155872.000000 Penalty: 71441.781250
Iteration 24Q: 22 clusters Score -1.221559e+08 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 284538 members 
Mstep: Class 3 contains 15121 members 
Mstep: Class 4 contains 14465 members 
Mstep: Class 5 contains 31834 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 19685 members 
Mstep: Class 8 contains 54211 members 
Mstep: Class 9 contains 166269 members 
Mstep: Class 10 contains 162431 members 
Mstep: Class 11 contains 35401 members 
Mstep: Class 12 contains 28796 members 
Mstep: Class 13 contains 7235 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 1221 members 
Mstep: Class 16 contains 25033 members 
Mstep: Class 17 contains 16096 members 
Mstep: Class 18 contains 7858 members 
Mstep: Class 19 contains 2109 members 
Mstep: Class 20 contains 788 members 
Mstep: Class 22 contains 1323 members 
Mstep: Class 23 contains 28554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122161048.000000 Penalty: 71441.781250
Iteration 25Q: 22 clusters Score -1.22161e+08 nChanged 8453
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 283841 members 
Mstep: Class 3 contains 15089 members 
Mstep: Class 4 contains 13911 members 
Mstep: Class 5 contains 31876 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 21224 members 
Mstep: Class 8 contains 54290 members 
Mstep: Class 9 contains 166860 members 
Mstep: Class 10 contains 161541 members 
Mstep: Class 11 contains 34468 members 
Mstep: Class 12 contains 29142 members 
Mstep: Class 13 contains 7286 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 1221 members 
Mstep: Class 16 contains 25461 members 
Mstep: Class 17 contains 16188 members 
Mstep: Class 18 contains 7850 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 22 contains 1242 members 
Mstep: Class 23 contains 28479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122165376.000000 Penalty: 71441.781250
Iteration 26Q: 22 clusters Score -1.221654e+08 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 283020 members 
Mstep: Class 3 contains 15039 members 
Mstep: Class 4 contains 13304 members 
Mstep: Class 5 contains 31931 members 
Mstep: Class 6 contains 3721 members 
Mstep: Class 7 contains 22716 members 
Mstep: Class 8 contains 54405 members 
Mstep: Class 9 contains 167355 members 
Mstep: Class 10 contains 160807 members 
Mstep: Class 11 contains 33684 members 
Mstep: Class 12 contains 29589 members 
Mstep: Class 13 contains 7357 members 
Mstep: Class 14 contains 268 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 25699 members 
Mstep: Class 17 contains 16260 members 
Mstep: Class 18 contains 7830 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 22 contains 1183 members 
Mstep: Class 23 contains 28448 members 
Entering Unmasked Estep 
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Iteration 27Q: 22 clusters Score -1.221686e+08 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 282168 members 
Mstep: Class 3 contains 14984 members 
Mstep: Class 4 contains 12580 members 
Mstep: Class 5 contains 31971 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 24216 members 
Mstep: Class 8 contains 54517 members 
Mstep: Class 9 contains 167663 members 
Mstep: Class 10 contains 160199 members 
Mstep: Class 11 contains 33093 members 
Mstep: Class 12 contains 30237 members 
Mstep: Class 13 contains 7426 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 25791 members 
Mstep: Class 17 contains 16329 members 
Mstep: Class 18 contains 7801 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 22 contains 1146 members 
Mstep: Class 23 contains 28404 members 
Entering Unmasked Estep 
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Score: -122171736.000000 Penalty: 71441.781250
Iteration 28Q: 22 clusters Score -1.221717e+08 nChanged 7175
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 281402 members 
Mstep: Class 3 contains 14949 members 
Mstep: Class 4 contains 11762 members 
Mstep: Class 5 contains 32024 members 
Mstep: Class 6 contains 3920 members 
Mstep: Class 7 contains 25643 members 
Mstep: Class 8 contains 54651 members 
Mstep: Class 9 contains 167769 members 
Mstep: Class 10 contains 159549 members 
Mstep: Class 11 contains 32581 members 
Mstep: Class 12 contains 31062 members 
Mstep: Class 13 contains 7499 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 1229 members 
Mstep: Class 16 contains 25812 members 
Mstep: Class 17 contains 16402 members 
Mstep: Class 18 contains 7767 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 22 contains 1129 members 
Mstep: Class 23 contains 28426 members 
Entering Unmasked Estep 
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Iteration 29Q: 22 clusters Score -1.22175e+08 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 280709 members 
Mstep: Class 3 contains 14903 members 
Mstep: Class 4 contains 10893 members 
Mstep: Class 5 contains 32078 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 27028 members 
Mstep: Class 8 contains 54768 members 
Mstep: Class 9 contains 167776 members 
Mstep: Class 10 contains 158809 members 
Mstep: Class 11 contains 32136 members 
Mstep: Class 12 contains 32032 members 
Mstep: Class 13 contains 7600 members 
Mstep: Class 14 contains 261 members 
Mstep: Class 15 contains 1229 members 
Mstep: Class 16 contains 25819 members 
Mstep: Class 17 contains 16460 members 
Mstep: Class 18 contains 7741 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 22 contains 1127 members 
Mstep: Class 23 contains 28418 members 
Entering Unmasked Estep 
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Iteration 30Q: 22 clusters Score -1.221774e+08 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 280025 members 
Mstep: Class 3 contains 14898 members 
Mstep: Class 4 contains 9928 members 
Mstep: Class 5 contains 32131 members 
Mstep: Class 6 contains 4128 members 
Mstep: Class 7 contains 28366 members 
Mstep: Class 8 contains 54849 members 
Mstep: Class 9 contains 167775 members 
Mstep: Class 10 contains 158049 members 
Mstep: Class 11 contains 31771 members 
Mstep: Class 12 contains 33183 members 
Mstep: Class 13 contains 7720 members 
Mstep: Class 14 contains 258 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 25740 members 
Mstep: Class 17 contains 16505 members 
Mstep: Class 18 contains 7705 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 28447 members 
Entering Unmasked Estep 
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Iteration 31Q: 22 clusters Score -1.221801e+08 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 279271 members 
Mstep: Class 3 contains 14925 members 
Mstep: Class 4 contains 8891 members 
Mstep: Class 5 contains 32178 members 
Mstep: Class 6 contains 4196 members 
Mstep: Class 7 contains 29693 members 
Mstep: Class 8 contains 54916 members 
Mstep: Class 9 contains 167744 members 
Mstep: Class 10 contains 157294 members 
Mstep: Class 11 contains 31500 members 
Mstep: Class 12 contains 34488 members 
Mstep: Class 13 contains 7778 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 25649 members 
Mstep: Class 17 contains 16548 members 
Mstep: Class 18 contains 7669 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 22 contains 1133 members 
Mstep: Class 23 contains 28479 members 
Entering Unmasked Estep 
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Iteration 32Q: 22 clusters Score -1.221832e+08 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 278514 members 
Mstep: Class 3 contains 14972 members 
Mstep: Class 4 contains 7818 members 
Mstep: Class 5 contains 32212 members 
Mstep: Class 6 contains 4262 members 
Mstep: Class 7 contains 30925 members 
Mstep: Class 8 contains 54970 members 
Mstep: Class 9 contains 167679 members 
Mstep: Class 10 contains 156564 members 
Mstep: Class 11 contains 31305 members 
Mstep: Class 12 contains 35914 members 
Mstep: Class 13 contains 7824 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 25540 members 
Mstep: Class 17 contains 16582 members 
Mstep: Class 18 contains 7629 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 22 contains 1128 members 
Mstep: Class 23 contains 28514 members 
Entering Unmasked Estep 
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Iteration 33Q: 22 clusters Score -1.221857e+08 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 277795 members 
Mstep: Class 3 contains 15034 members 
Mstep: Class 4 contains 6789 members 
Mstep: Class 5 contains 32240 members 
Mstep: Class 6 contains 4326 members 
Mstep: Class 7 contains 32116 members 
Mstep: Class 8 contains 55022 members 
Mstep: Class 9 contains 167624 members 
Mstep: Class 10 contains 155742 members 
Mstep: Class 11 contains 31145 members 
Mstep: Class 12 contains 37404 members 
Mstep: Class 13 contains 7867 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 25378 members 
Mstep: Class 17 contains 16608 members 
Mstep: Class 18 contains 7591 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 22 contains 1131 members 
Mstep: Class 23 contains 28541 members 
Entering Unmasked Estep 
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Iteration 34Q: 22 clusters Score -1.221885e+08 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 277148 members 
Mstep: Class 3 contains 15077 members 
Mstep: Class 4 contains 5981 members 
Mstep: Class 5 contains 32278 members 
Mstep: Class 6 contains 4365 members 
Mstep: Class 7 contains 33300 members 
Mstep: Class 8 contains 55081 members 
Mstep: Class 9 contains 167577 members 
Mstep: Class 10 contains 154840 members 
Mstep: Class 11 contains 30958 members 
Mstep: Class 12 contains 38728 members 
Mstep: Class 13 contains 7922 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 25193 members 
Mstep: Class 17 contains 16633 members 
Mstep: Class 18 contains 7556 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 22 contains 1129 members 
Mstep: Class 23 contains 28587 members 
Entering Unmasked Estep 
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Iteration 35Q: 22 clusters Score -1.221906e+08 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 276542 members 
Mstep: Class 3 contains 15128 members 
Mstep: Class 4 contains 5384 members 
Mstep: Class 5 contains 32329 members 
Mstep: Class 6 contains 4415 members 
Mstep: Class 7 contains 34476 members 
Mstep: Class 8 contains 55113 members 
Mstep: Class 9 contains 167560 members 
Mstep: Class 10 contains 153930 members 
Mstep: Class 11 contains 30814 members 
Mstep: Class 12 contains 39847 members 
Mstep: Class 13 contains 7967 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 24953 members 
Mstep: Class 17 contains 16649 members 
Mstep: Class 18 contains 7517 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 22 contains 1130 members 
Mstep: Class 23 contains 28599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122191824.000000 Penalty: 71441.781250
Iteration 36Q: 22 clusters Score -1.221918e+08 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 276020 members 
Mstep: Class 3 contains 15145 members 
Mstep: Class 4 contains 4934 members 
Mstep: Class 5 contains 32364 members 
Mstep: Class 6 contains 4483 members 
Mstep: Class 7 contains 35634 members 
Mstep: Class 8 contains 55129 members 
Mstep: Class 9 contains 167542 members 
Mstep: Class 10 contains 153062 members 
Mstep: Class 11 contains 30665 members 
Mstep: Class 12 contains 40790 members 
Mstep: Class 13 contains 7985 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 24682 members 
Mstep: Class 17 contains 16682 members 
Mstep: Class 18 contains 7478 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 22 contains 1136 members 
Mstep: Class 23 contains 28623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122193040.000000 Penalty: 71441.781250
Iteration 37Q: 22 clusters Score -1.22193e+08 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 275559 members 
Mstep: Class 3 contains 15126 members 
Mstep: Class 4 contains 4585 members 
Mstep: Class 5 contains 32394 members 
Mstep: Class 6 contains 4561 members 
Mstep: Class 7 contains 36743 members 
Mstep: Class 8 contains 55139 members 
Mstep: Class 9 contains 167479 members 
Mstep: Class 10 contains 152229 members 
Mstep: Class 11 contains 30555 members 
Mstep: Class 12 contains 41603 members 
Mstep: Class 13 contains 8021 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 1229 members 
Mstep: Class 16 contains 24437 members 
Mstep: Class 17 contains 16701 members 
Mstep: Class 18 contains 7449 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 22 contains 1138 members 
Mstep: Class 23 contains 28636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122194184.000000 Penalty: 71441.781250
Iteration 38Q: 22 clusters Score -1.221942e+08 nChanged 3773
Entering ConstructFrom: 
Score: -122194184.000000 Penalty: 71441.781250
Entering ConstructFrom: 
Trying to split cluster 1 (275212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275212 members 
Entering Unmasked Estep 
Score: -38448728.000000 Penalty: 3106.273682
	Iteration 0F: 2 clusters Score -3.844873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137678 members 
Mstep: Class 2 contains 137534 members 
Entering Unmasked Estep 
Score: -38294120.000000 Penalty: 6212.547363
	Iteration 0F: 3 clusters Score -3.829412e+07 nChanged 133046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142012 members 
Mstep: Class 2 contains 133200 members 
Entering Unmasked Estep 
Score: -38373304.000000 Penalty: 6212.547363
	Iteration 1F: 3 clusters Score -3.83733e+07 nChanged 9323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145059 members 
Mstep: Class 2 contains 130153 members 
Entering Unmasked Estep 
Score: -38375924.000000 Penalty: 6212.547363
	Iteration 2Q: 3 clusters Score -3.837592e+07 nChanged 10923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149550 members 
Mstep: Class 2 contains 125662 members 
Entering Unmasked Estep 
Score: -38379468.000000 Penalty: 6212.547363
	Iteration 3Q: 3 clusters Score -3.837947e+07 nChanged 13041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155867 members 
Mstep: Class 2 contains 119345 members 
Entering Unmasked Estep 
Score: -38384580.000000 Penalty: 6212.547363
	Iteration 4Q: 3 clusters Score -3.838458e+07 nChanged 15355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164152 members 
Mstep: Class 2 contains 111060 members 
Entering Unmasked Estep 
Score: -38391984.000000 Penalty: 6212.547363
	Iteration 5F: 3 clusters Score -3.839198e+07 nChanged 16982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173938 members 
Mstep: Class 2 contains 101274 members 
Entering Unmasked Estep 
Score: -38400780.000000 Penalty: 6212.547363
	Iteration 6F: 3 clusters Score -3.840078e+07 nChanged 17132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184666 members 
Mstep: Class 2 contains 90546 members 
Entering Unmasked Estep 
Score: -38410352.000000 Penalty: 6212.547363
	Iteration 7F: 3 clusters Score -3.841035e+07 nChanged 15810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195384 members 
Mstep: Class 2 contains 79828 members 
Entering Unmasked Estep 
Score: -38419608.000000 Penalty: 6212.547363
	Iteration 8F: 3 clusters Score -3.841961e+07 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205217 members 
Mstep: Class 2 contains 69995 members 
Entering Unmasked Estep 
Score: -38427800.000000 Penalty: 6212.547363
	Iteration 9Q: 3 clusters Score -3.84278e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213714 members 
Mstep: Class 2 contains 61498 members 
Entering Unmasked Estep 
Score: -38434096.000000 Penalty: 6212.547363
	Iteration 10Q: 3 clusters Score -3.84341e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221099 members 
Mstep: Class 2 contains 54113 members 
Entering Unmasked Estep 
Score: -38439388.000000 Penalty: 6212.547363
	Iteration 11Q: 3 clusters Score -3.843939e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227023 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -38443360.000000 Penalty: 6212.547363
	Iteration 12Q: 3 clusters Score -3.844336e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232015 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -38445796.000000 Penalty: 6212.547363
	Iteration 13Q: 3 clusters Score -3.84458e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236612 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -38447704.000000 Penalty: 6212.547363
	Iteration 14Q: 3 clusters Score -3.84477e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241191 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -38450288.000000 Penalty: 6212.547363
	Iteration 15Q: 3 clusters Score -3.845029e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246406 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -38451860.000000 Penalty: 6212.547363
	Iteration 16Q: 3 clusters Score -3.845186e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251971 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -38452304.000000 Penalty: 6212.547363
	Iteration 17Q: 3 clusters Score -3.84523e+07 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257413 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -38451884.000000 Penalty: 6212.547363
	Iteration 18Q: 3 clusters Score -3.845188e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262604 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -38451180.000000 Penalty: 6212.547363
	Iteration 19Q: 3 clusters Score -3.845118e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267112 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -38449872.000000 Penalty: 6212.547363
	Iteration 20F: 3 clusters Score -3.844987e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270428 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -38448356.000000 Penalty: 6212.547363
	Iteration 21Q: 3 clusters Score -3.844836e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272504 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -38447524.000000 Penalty: 6212.547363
	Iteration 22Q: 3 clusters Score -3.844752e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273561 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -38447012.000000 Penalty: 6212.547363
	Iteration 23Q: 3 clusters Score -3.844701e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274077 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -38446796.000000 Penalty: 6212.547363
	Iteration 24Q: 3 clusters Score -3.84468e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274315 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -38446692.000000 Penalty: 6212.547363
	Iteration 25Q: 3 clusters Score -3.844669e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274440 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -38446716.000000 Penalty: 6212.547363
	Iteration 26Q: 3 clusters Score -3.844672e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274506 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -38446760.000000 Penalty: 6212.547363
	Iteration 27Q: 3 clusters Score -3.844676e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274555 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -38446712.000000 Penalty: 6212.547363
	Iteration 28Q: 3 clusters Score -3.844671e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274592 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -38446732.000000 Penalty: 6212.547363
	Iteration 29Q: 3 clusters Score -3.844673e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274612 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -38446736.000000 Penalty: 6212.547363
	Iteration 30Q: 3 clusters Score -3.844674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274630 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -38446756.000000 Penalty: 6212.547363
	Iteration 31Q: 3 clusters Score -3.844676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274652 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -38446736.000000 Penalty: 6212.547363
	Iteration 32Q: 3 clusters Score -3.844674e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274670 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -38446744.000000 Penalty: 6212.547363
	Iteration 33Q: 3 clusters Score -3.844674e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274685 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -38446752.000000 Penalty: 6212.547363
	Iteration 34Q: 3 clusters Score -3.844675e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274698 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -38446736.000000 Penalty: 6212.547363
	Iteration 35Q: 3 clusters Score -3.844674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274707 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -38446772.000000 Penalty: 6212.547363
	Iteration 36Q: 3 clusters Score -3.844677e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274715 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -38446764.000000 Penalty: 6212.547363
	Iteration 37Q: 3 clusters Score -3.844676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274724 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -38446736.000000 Penalty: 6212.547363
	Iteration 38Q: 3 clusters Score -3.844674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274729 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -38446724.000000 Penalty: 6212.547363
	Iteration 39Q: 3 clusters Score -3.844672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274729 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -38446724.000000 Penalty: 6212.547363
	Iteration 40F: 3 clusters Score -3.844672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274730 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -38446740.000000 Penalty: 6212.547363
	Iteration 41Q: 3 clusters Score -3.844674e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274730 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -38446740.000000 Penalty: 6212.547363
	Iteration 42F: 3 clusters Score -3.844674e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Entering Unmasked Estep 
Score: -1973882.500000 Penalty: 2386.252686
	Iteration 0F: 2 clusters Score -1973882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1962882.750000 Penalty: 4772.505371
	Iteration 0F: 3 clusters Score -1962883 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1966448.625000 Penalty: 4772.505371
	Iteration 1F: 3 clusters Score -1966449 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1966849.250000 Penalty: 4772.505371
	Iteration 2F: 3 clusters Score -1966849 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1967199.500000 Penalty: 4772.505371
	Iteration 3F: 3 clusters Score -1967200 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1967499.625000 Penalty: 4772.505371
	Iteration 4Q: 3 clusters Score -1967500 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1967787.750000 Penalty: 4772.505371
	Iteration 5Q: 3 clusters Score -1967788 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1968082.250000 Penalty: 4772.505371
	Iteration 6Q: 3 clusters Score -1968082 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1968332.500000 Penalty: 4772.505371
	Iteration 7Q: 3 clusters Score -1968332 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1968558.750000 Penalty: 4772.505371
	Iteration 8Q: 3 clusters Score -1968559 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -1968769.500000 Penalty: 4772.505371
	Iteration 9Q: 3 clusters Score -1968770 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1968958.500000 Penalty: 4772.505371
	Iteration 10Q: 3 clusters Score -1968958 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1969147.500000 Penalty: 4772.505371
	Iteration 11Q: 3 clusters Score -1969148 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1969328.000000 Penalty: 4772.505371
	Iteration 12Q: 3 clusters Score -1969328 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1969530.875000 Penalty: 4772.505371
	Iteration 13Q: 3 clusters Score -1969531 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1969756.625000 Penalty: 4772.505371
	Iteration 14Q: 3 clusters Score -1969757 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1969990.625000 Penalty: 4772.505371
	Iteration 15Q: 3 clusters Score -1969991 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1970213.125000 Penalty: 4772.505371
	Iteration 16Q: 3 clusters Score -1970213 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1970444.000000 Penalty: 4772.505371
	Iteration 17Q: 3 clusters Score -1970444 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1970669.000000 Penalty: 4772.505371
	Iteration 18Q: 3 clusters Score -1970669 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1970904.625000 Penalty: 4772.505371
	Iteration 19Q: 3 clusters Score -1970905 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1971154.000000 Penalty: 4772.505371
	Iteration 20F: 3 clusters Score -1971154 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1971390.625000 Penalty: 4772.505371
	Iteration 21Q: 3 clusters Score -1971391 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1971606.875000 Penalty: 4772.505371
	Iteration 22Q: 3 clusters Score -1971607 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1971761.375000 Penalty: 4772.505371
	Iteration 23Q: 3 clusters Score -1971761 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1971890.000000 Penalty: 4772.505371
	Iteration 24Q: 3 clusters Score -1971890 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1971987.750000 Penalty: 4772.505371
	Iteration 25Q: 3 clusters Score -1971988 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1972062.750000 Penalty: 4772.505371
	Iteration 26Q: 3 clusters Score -1972063 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1972106.375000 Penalty: 4772.505371
	Iteration 27Q: 3 clusters Score -1972106 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1972147.750000 Penalty: 4772.505371
	Iteration 28Q: 3 clusters Score -1972148 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1972176.500000 Penalty: 4772.505371
	Iteration 29Q: 3 clusters Score -1972176 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1972194.875000 Penalty: 4772.505371
	Iteration 30Q: 3 clusters Score -1972195 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1972208.500000 Penalty: 4772.505371
	Iteration 31Q: 3 clusters Score -1972208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1972213.875000 Penalty: 4772.505371
	Iteration 32Q: 3 clusters Score -1972214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1972220.250000 Penalty: 4772.505371
	Iteration 33Q: 3 clusters Score -1972220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1972235.625000 Penalty: 4772.505371
	Iteration 34Q: 3 clusters Score -1972236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1972236.125000 Penalty: 4772.505371
	Iteration 35Q: 3 clusters Score -1972236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1972243.000000 Penalty: 4772.505371
	Iteration 36Q: 3 clusters Score -1972243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1972251.000000 Penalty: 4772.505371
	Iteration 37Q: 3 clusters Score -1972251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1972256.875000 Penalty: 4772.505371
	Iteration 38Q: 3 clusters Score -1972257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1972259.875000 Penalty: 4772.505371
	Iteration 39Q: 3 clusters Score -1972260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1972262.500000 Penalty: 4772.505371
	Iteration 40F: 3 clusters Score -1972262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1972266.500000 Penalty: 4772.505371
	Iteration 41Q: 3 clusters Score -1972266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1972266.500000 Penalty: 4772.505371
	Iteration 42Q: 3 clusters Score -1972266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1972269.125000 Penalty: 4772.505371
	Iteration 43Q: 3 clusters Score -1972269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1972269.125000 Penalty: 4772.505371
	Iteration 44F: 3 clusters Score -1972269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Entering Unmasked Estep 
Score: -573007.750000 Penalty: 2075.378418
	Iteration 0F: 2 clusters Score -573007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -568888.750000 Penalty: 4150.756836
	Iteration 0F: 3 clusters Score -568888.8 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -569816.437500 Penalty: 4150.756836
	Iteration 1F: 3 clusters Score -569816.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -570015.312500 Penalty: 4150.756836
	Iteration 2F: 3 clusters Score -570015.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -570200.437500 Penalty: 4150.756836
	Iteration 3F: 3 clusters Score -570200.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -570398.750000 Penalty: 4150.756836
	Iteration 4Q: 3 clusters Score -570398.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -570547.250000 Penalty: 4150.756836
	Iteration 5Q: 3 clusters Score -570547.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -570666.125000 Penalty: 4150.756836
	Iteration 6Q: 3 clusters Score -570666.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -570761.250000 Penalty: 4150.756836
	Iteration 7Q: 3 clusters Score -570761.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -570848.937500 Penalty: 4150.756836
	Iteration 8Q: 3 clusters Score -570848.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -570935.000000 Penalty: 4150.756836
	Iteration 9Q: 3 clusters Score -570935 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -571029.937500 Penalty: 4150.756836
	Iteration 10Q: 3 clusters Score -571029.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -571106.625000 Penalty: 4150.756836
	Iteration 11Q: 3 clusters Score -571106.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -571158.375000 Penalty: 4150.756836
	Iteration 12Q: 3 clusters Score -571158.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -571204.687500 Penalty: 4150.756836
	Iteration 13Q: 3 clusters Score -571204.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -571254.312500 Penalty: 4150.756836
	Iteration 14Q: 3 clusters Score -571254.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -571295.750000 Penalty: 4150.756836
	Iteration 15Q: 3 clusters Score -571295.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -571338.312500 Penalty: 4150.756836
	Iteration 16Q: 3 clusters Score -571338.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -571378.437500 Penalty: 4150.756836
	Iteration 17Q: 3 clusters Score -571378.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -571406.625000 Penalty: 4150.756836
	Iteration 18Q: 3 clusters Score -571406.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -571426.625000 Penalty: 4150.756836
	Iteration 19Q: 3 clusters Score -571426.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -571443.687500 Penalty: 4150.756836
	Iteration 20F: 3 clusters Score -571443.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -571456.937500 Penalty: 4150.756836
	Iteration 21Q: 3 clusters Score -571456.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -571467.500000 Penalty: 4150.756836
	Iteration 22Q: 3 clusters Score -571467.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -571477.312500 Penalty: 4150.756836
	Iteration 23Q: 3 clusters Score -571477.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -571487.562500 Penalty: 4150.756836
	Iteration 24Q: 3 clusters Score -571487.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -571495.187500 Penalty: 4150.756836
	Iteration 25Q: 3 clusters Score -571495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -571502.375000 Penalty: 4150.756836
	Iteration 26Q: 3 clusters Score -571502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -571507.062500 Penalty: 4150.756836
	Iteration 27Q: 3 clusters Score -571507.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -571509.812500 Penalty: 4150.756836
	Iteration 28Q: 3 clusters Score -571509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -571512.125000 Penalty: 4150.756836
	Iteration 29Q: 3 clusters Score -571512.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -571512.937500 Penalty: 4150.756836
	Iteration 30Q: 3 clusters Score -571512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -571514.750000 Penalty: 4150.756836
	Iteration 31Q: 3 clusters Score -571514.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -571514.750000 Penalty: 4150.756836
	Iteration 32F: 3 clusters Score -571514.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Entering Unmasked Estep 
Score: -4386079.500000 Penalty: 2575.844238
	Iteration 0F: 2 clusters Score -4386080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -4363829.000000 Penalty: 5151.688477
	Iteration 0F: 3 clusters Score -4363829 nChanged 14799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -4371965.000000 Penalty: 5151.688477
	Iteration 1F: 3 clusters Score -4371965 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -4372624.000000 Penalty: 5151.688477
	Iteration 2F: 3 clusters Score -4372624 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -4373408.000000 Penalty: 5151.688477
	Iteration 3F: 3 clusters Score -4373408 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -4374613.000000 Penalty: 5151.688477
	Iteration 4F: 3 clusters Score -4374613 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -4376222.500000 Penalty: 5151.688477
	Iteration 5F: 3 clusters Score -4376222 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -4377934.500000 Penalty: 5151.688477
	Iteration 6F: 3 clusters Score -4377934 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -4379501.000000 Penalty: 5151.688477
	Iteration 7F: 3 clusters Score -4379501 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -4380560.000000 Penalty: 5151.688477
	Iteration 8F: 3 clusters Score -4380560 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -4381212.500000 Penalty: 5151.688477
	Iteration 9Q: 3 clusters Score -4381212 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -4381760.500000 Penalty: 5151.688477
	Iteration 10Q: 3 clusters Score -4381760 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -4382184.500000 Penalty: 5151.688477
	Iteration 11Q: 3 clusters Score -4382184 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 28640 members 
Entering Unmasked Estep 
Score: -4382535.000000 Penalty: 5151.688477
	Iteration 12Q: 3 clusters Score -4382535 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -4382862.000000 Penalty: 5151.688477
	Iteration 13Q: 3 clusters Score -4382862 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -4383080.000000 Penalty: 5151.688477
	Iteration 14Q: 3 clusters Score -4383080 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -4383254.500000 Penalty: 5151.688477
	Iteration 15Q: 3 clusters Score -4383254 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -4383400.500000 Penalty: 5151.688477
	Iteration 16Q: 3 clusters Score -4383400 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -4383504.500000 Penalty: 5151.688477
	Iteration 17Q: 3 clusters Score -4383504 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -4383627.000000 Penalty: 5151.688477
	Iteration 18Q: 3 clusters Score -4383627 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -4383708.500000 Penalty: 5151.688477
	Iteration 19Q: 3 clusters Score -4383708 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -4383747.500000 Penalty: 5151.688477
	Iteration 20F: 3 clusters Score -4383748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -4383798.500000 Penalty: 5151.688477
	Iteration 21Q: 3 clusters Score -4383798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4383835.500000 Penalty: 5151.688477
	Iteration 22Q: 3 clusters Score -4383836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -4383872.000000 Penalty: 5151.688477
	Iteration 23Q: 3 clusters Score -4383872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -4383884.000000 Penalty: 5151.688477
	Iteration 24Q: 3 clusters Score -4383884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -4383886.500000 Penalty: 5151.688477
	Iteration 25Q: 3 clusters Score -4383886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -4383881.500000 Penalty: 5151.688477
	Iteration 26Q: 3 clusters Score -4383882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 31376 members 
Entering Unmasked Estep 
Score: -4383892.000000 Penalty: 5151.688477
	Iteration 27Q: 3 clusters Score -4383892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 31386 members 
Entering Unmasked Estep 
Score: -4383898.000000 Penalty: 5151.688477
	Iteration 28Q: 3 clusters Score -4383898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -4383897.500000 Penalty: 5151.688477
	Iteration 29Q: 3 clusters Score -4383898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -4383897.500000 Penalty: 5151.688477
	Iteration 30Q: 3 clusters Score -4383898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -4383900.500000 Penalty: 5151.688477
	Iteration 31Q: 3 clusters Score -4383900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -4383899.500000 Penalty: 5151.688477
	Iteration 32Q: 3 clusters Score -4383900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -4383907.000000 Penalty: 5151.688477
	Iteration 33Q: 3 clusters Score -4383907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 31441 members 
Entering Unmasked Estep 
Score: -4383907.500000 Penalty: 5151.688477
	Iteration 34Q: 3 clusters Score -4383908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -4383905.000000 Penalty: 5151.688477
	Iteration 35Q: 3 clusters Score -4383905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -4383904.500000 Penalty: 5151.688477
	Iteration 36Q: 3 clusters Score -4383904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4383912.000000 Penalty: 5151.688477
	Iteration 37Q: 3 clusters Score -4383912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -4383912.000000 Penalty: 5151.688477
	Iteration 38F: 3 clusters Score -4383912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Entering Unmasked Estep 
Score: -610842.312500 Penalty: 2092.875732
	Iteration 0F: 2 clusters Score -610842.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -606566.500000 Penalty: 4185.751465
	Iteration 0F: 3 clusters Score -606566.5 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -607478.312500 Penalty: 4185.751465
	Iteration 1F: 3 clusters Score -607478.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -607648.562500 Penalty: 4185.751465
	Iteration 2F: 3 clusters Score -607648.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -607783.812500 Penalty: 4185.751465
	Iteration 3Q: 3 clusters Score -607783.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -607881.062500 Penalty: 4185.751465
	Iteration 4Q: 3 clusters Score -607881.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -607953.625000 Penalty: 4185.751465
	Iteration 5Q: 3 clusters Score -607953.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -608008.812500 Penalty: 4185.751465
	Iteration 6Q: 3 clusters Score -608008.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -608044.562500 Penalty: 4185.751465
	Iteration 7Q: 3 clusters Score -608044.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -608078.687500 Penalty: 4185.751465
	Iteration 8Q: 3 clusters Score -608078.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -608100.062500 Penalty: 4185.751465
	Iteration 9Q: 3 clusters Score -608100.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -608121.562500 Penalty: 4185.751465
	Iteration 10Q: 3 clusters Score -608121.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -608139.125000 Penalty: 4185.751465
	Iteration 11Q: 3 clusters Score -608139.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -608154.000000 Penalty: 4185.751465
	Iteration 12Q: 3 clusters Score -608154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -608166.375000 Penalty: 4185.751465
	Iteration 13Q: 3 clusters Score -608166.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -608175.375000 Penalty: 4185.751465
	Iteration 14Q: 3 clusters Score -608175.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -608182.812500 Penalty: 4185.751465
	Iteration 15Q: 3 clusters Score -608182.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -608188.250000 Penalty: 4185.751465
	Iteration 16Q: 3 clusters Score -608188.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -608196.125000 Penalty: 4185.751465
	Iteration 17Q: 3 clusters Score -608196.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -608202.187500 Penalty: 4185.751465
	Iteration 18Q: 3 clusters Score -608202.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -608210.875000 Penalty: 4185.751465
	Iteration 19Q: 3 clusters Score -608210.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -608215.000000 Penalty: 4185.751465
	Iteration 20F: 3 clusters Score -608215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -608219.062500 Penalty: 4185.751465
	Iteration 21Q: 3 clusters Score -608219.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -608222.250000 Penalty: 4185.751465
	Iteration 22Q: 3 clusters Score -608222.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -608224.750000 Penalty: 4185.751465
	Iteration 23Q: 3 clusters Score -608224.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -608227.750000 Penalty: 4185.751465
	Iteration 24Q: 3 clusters Score -608227.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -608230.625000 Penalty: 4185.751465
	Iteration 25Q: 3 clusters Score -608230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -608229.875000 Penalty: 4185.751465
	Iteration 26Q: 3 clusters Score -608229.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -608233.125000 Penalty: 4185.751465
	Iteration 27Q: 3 clusters Score -608233.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -608233.125000 Penalty: 4185.751465
	Iteration 28Q: 3 clusters Score -608233.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -608233.250000 Penalty: 4185.751465
	Iteration 29Q: 3 clusters Score -608233.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -608233.312500 Penalty: 4185.751465
	Iteration 30Q: 3 clusters Score -608233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -608234.312500 Penalty: 4185.751465
	Iteration 31Q: 3 clusters Score -608234.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -608235.937500 Penalty: 4185.751465
	Iteration 32Q: 3 clusters Score -608235.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -608238.000000 Penalty: 4185.751465
	Iteration 33Q: 3 clusters Score -608238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -608240.562500 Penalty: 4185.751465
	Iteration 34Q: 3 clusters Score -608240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -608239.687500 Penalty: 4185.751465
	Iteration 35Q: 3 clusters Score -608239.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -608240.687500 Penalty: 4185.751465
	Iteration 36Q: 3 clusters Score -608240.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -608240.812500 Penalty: 4185.751465
	Iteration 37Q: 3 clusters Score -608240.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -608242.562500 Penalty: 4185.751465
	Iteration 38Q: 3 clusters Score -608242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -608245.437500 Penalty: 4185.751465
	Iteration 39Q: 3 clusters Score -608245.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -608248.750000 Penalty: 4185.751465
	Iteration 40F: 3 clusters Score -608248.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -608249.125000 Penalty: 4185.751465
	Iteration 41Q: 3 clusters Score -608249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -608249.125000 Penalty: 4185.751465
	Iteration 42Q: 3 clusters Score -608249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -608249.062500 Penalty: 4185.751465
	Iteration 43Q: 3 clusters Score -608249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -608250.875000 Penalty: 4185.751465
	Iteration 44Q: 3 clusters Score -608250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -608252.875000 Penalty: 4185.751465
	Iteration 45Q: 3 clusters Score -608252.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -608254.062500 Penalty: 4185.751465
	Iteration 46Q: 3 clusters Score -608254.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -608254.250000 Penalty: 4185.751465
	Iteration 47Q: 3 clusters Score -608254.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -608255.312500 Penalty: 4185.751465
	Iteration 48Q: 3 clusters Score -608255.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -608255.437500 Penalty: 4185.751465
	Iteration 49Q: 3 clusters Score -608255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -608255.750000 Penalty: 4185.751465
	Iteration 50Q: 3 clusters Score -608255.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -608256.562500 Penalty: 4185.751465
	Iteration 51Q: 3 clusters Score -608256.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -608257.875000 Penalty: 4185.751465
	Iteration 52Q: 3 clusters Score -608257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -608260.062500 Penalty: 4185.751465
	Iteration 53Q: 3 clusters Score -608260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -608260.187500 Penalty: 4185.751465
	Iteration 54Q: 3 clusters Score -608260.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -608262.625000 Penalty: 4185.751465
	Iteration 55Q: 3 clusters Score -608262.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -608262.437500 Penalty: 4185.751465
	Iteration 56Q: 3 clusters Score -608262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -608262.437500 Penalty: 4185.751465
	Iteration 57F: 3 clusters Score -608262.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Entering Unmasked Estep 
Score: -4999061.500000 Penalty: 2613.739014
	Iteration 0F: 2 clusters Score -4999062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -4973509.000000 Penalty: 5227.478027
	Iteration 0F: 3 clusters Score -4973509 nChanged 17172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4983250.000000 Penalty: 5227.478027
	Iteration 1F: 3 clusters Score -4983250 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -4984086.000000 Penalty: 5227.478027
	Iteration 2F: 3 clusters Score -4984086 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4985040.000000 Penalty: 5227.478027
	Iteration 3F: 3 clusters Score -4985040 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -4986188.000000 Penalty: 5227.478027
	Iteration 4F: 3 clusters Score -4986188 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -4987620.000000 Penalty: 5227.478027
	Iteration 5F: 3 clusters Score -4987620 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -4989323.000000 Penalty: 5227.478027
	Iteration 6F: 3 clusters Score -4989323 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -4991273.000000 Penalty: 5227.478027
	Iteration 7F: 3 clusters Score -4991273 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -4993191.000000 Penalty: 5227.478027
	Iteration 8F: 3 clusters Score -4993191 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -4994750.500000 Penalty: 5227.478027
	Iteration 9Q: 3 clusters Score -4994750 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -4995873.500000 Penalty: 5227.478027
	Iteration 10Q: 3 clusters Score -4995874 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4996626.500000 Penalty: 5227.478027
	Iteration 11Q: 3 clusters Score -4996626 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -4997039.500000 Penalty: 5227.478027
	Iteration 12Q: 3 clusters Score -4997040 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4997303.000000 Penalty: 5227.478027
	Iteration 13Q: 3 clusters Score -4997303 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -4997448.500000 Penalty: 5227.478027
	Iteration 14Q: 3 clusters Score -4997448 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -4997516.000000 Penalty: 5227.478027
	Iteration 15Q: 3 clusters Score -4997516 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4997566.500000 Penalty: 5227.478027
	Iteration 16Q: 3 clusters Score -4997566 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36083 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -4997606.500000 Penalty: 5227.478027
	Iteration 17Q: 3 clusters Score -4997606 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36120 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4997634.000000 Penalty: 5227.478027
	Iteration 18Q: 3 clusters Score -4997634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -4997651.500000 Penalty: 5227.478027
	Iteration 19Q: 3 clusters Score -4997652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4997657.000000 Penalty: 5227.478027
	Iteration 20F: 3 clusters Score -4997657 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4997665.000000 Penalty: 5227.478027
	Iteration 21Q: 3 clusters Score -4997665 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -4997694.000000 Penalty: 5227.478027
	Iteration 22Q: 3 clusters Score -4997694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -4997694.000000 Penalty: 5227.478027
	Iteration 23Q: 3 clusters Score -4997694 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -4997707.000000 Penalty: 5227.478027
	Iteration 24Q: 3 clusters Score -4997707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -4997714.500000 Penalty: 5227.478027
	Iteration 25Q: 3 clusters Score -4997714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -4997715.500000 Penalty: 5227.478027
	Iteration 26Q: 3 clusters Score -4997716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4997709.500000 Penalty: 5227.478027
	Iteration 27Q: 3 clusters Score -4997710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36270 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4997718.000000 Penalty: 5227.478027
	Iteration 28Q: 3 clusters Score -4997718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4997722.500000 Penalty: 5227.478027
	Iteration 29Q: 3 clusters Score -4997722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4997724.000000 Penalty: 5227.478027
	Iteration 30Q: 3 clusters Score -4997724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4997735.500000 Penalty: 5227.478027
	Iteration 31Q: 3 clusters Score -4997736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4997740.000000 Penalty: 5227.478027
	Iteration 32Q: 3 clusters Score -4997740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4997730.500000 Penalty: 5227.478027
	Iteration 33Q: 3 clusters Score -4997730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -4997731.500000 Penalty: 5227.478027
	Iteration 34Q: 3 clusters Score -4997732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4997731.500000 Penalty: 5227.478027
	Iteration 35Q: 3 clusters Score -4997732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4997731.500000 Penalty: 5227.478027
	Iteration 36F: 3 clusters Score -4997732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (55155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Entering Unmasked Estep 
Score: -7458873.000000 Penalty: 2707.639893
	Iteration 0F: 2 clusters Score -7458873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -7421907.000000 Penalty: 5415.279785
	Iteration 0F: 3 clusters Score -7421907 nChanged 25608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -7437857.000000 Penalty: 5415.279785
	Iteration 1F: 3 clusters Score -7437857 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -7441027.000000 Penalty: 5415.279785
	Iteration 2F: 3 clusters Score -7441027 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -7445674.500000 Penalty: 5415.279785
	Iteration 3F: 3 clusters Score -7445674 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -7451008.500000 Penalty: 5415.279785
	Iteration 4F: 3 clusters Score -7451008 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -7454767.000000 Penalty: 5415.279785
	Iteration 5F: 3 clusters Score -7454767 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -7456567.000000 Penalty: 5415.279785
	Iteration 6F: 3 clusters Score -7456567 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -7457459.000000 Penalty: 5415.279785
	Iteration 7Q: 3 clusters Score -7457459 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -7458069 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -7458554.500000 Penalty: 5415.279785
	Iteration 9Q: 3 clusters Score -7458554 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7458869 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -7459161.000000 Penalty: 5415.279785
	Iteration 11Q: 3 clusters Score -7459161 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -7459410.500000 Penalty: 5415.279785
	Iteration 12Q: 3 clusters Score -7459410 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7459587 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -7459730.500000 Penalty: 5415.279785
	Iteration 14Q: 3 clusters Score -7459730 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -7459819.000000 Penalty: 5415.279785
	Iteration 15Q: 3 clusters Score -7459819 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -7459887.000000 Penalty: 5415.279785
	Iteration 16Q: 3 clusters Score -7459887 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -7459928.500000 Penalty: 5415.279785
	Iteration 17Q: 3 clusters Score -7459928 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -7459965.500000 Penalty: 5415.279785
	Iteration 18Q: 3 clusters Score -7459966 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -7459971.000000 Penalty: 5415.279785
	Iteration 19Q: 3 clusters Score -7459971 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 32860 members 
Entering Unmasked Estep 
Score: -7460001.500000 Penalty: 5415.279785
	Iteration 20F: 3 clusters Score -7460002 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -7460022.500000 Penalty: 5415.279785
	Iteration 21Q: 3 clusters Score -7460022 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -7460027.500000 Penalty: 5415.279785
	Iteration 22Q: 3 clusters Score -7460028 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -7460022.500000 Penalty: 5415.279785
	Iteration 23Q: 3 clusters Score -7460022 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -7460048.500000 Penalty: 5415.279785
	Iteration 24Q: 3 clusters Score -7460048 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -7460036.000000 Penalty: 5415.279785
	Iteration 25Q: 3 clusters Score -7460036 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -7460063.500000 Penalty: 5415.279785
	Iteration 26Q: 3 clusters Score -7460064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 32186 members 
Entering Unmasked Estep 
Score: -7460066.000000 Penalty: 5415.279785
	Iteration 27Q: 3 clusters Score -7460066 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -7460063.000000 Penalty: 5415.279785
	Iteration 28Q: 3 clusters Score -7460063 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -7460094.000000 Penalty: 5415.279785
	Iteration 29Q: 3 clusters Score -7460094 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -7460106.500000 Penalty: 5415.279785
	Iteration 30Q: 3 clusters Score -7460106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -7460099.500000 Penalty: 5415.279785
	Iteration 31Q: 3 clusters Score -7460100 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -7460097.000000 Penalty: 5415.279785
	Iteration 32Q: 3 clusters Score -7460097 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -7460094.000000 Penalty: 5415.279785
	Iteration 33Q: 3 clusters Score -7460094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -7460092.500000 Penalty: 5415.279785
	Iteration 34Q: 3 clusters Score -7460092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -7460120.500000 Penalty: 5415.279785
	Iteration 35Q: 3 clusters Score -7460120 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -7460123.500000 Penalty: 5415.279785
	Iteration 36Q: 3 clusters Score -7460124 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 31460 members 
Entering Unmasked Estep 
Score: -7460130.000000 Penalty: 5415.279785
	Iteration 37Q: 3 clusters Score -7460130 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -7460124.500000 Penalty: 5415.279785
	Iteration 38Q: 3 clusters Score -7460124 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -7460127.500000 Penalty: 5415.279785
	Iteration 39Q: 3 clusters Score -7460128 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -7460146.500000 Penalty: 5415.279785
	Iteration 40F: 3 clusters Score -7460146 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -7460153.000000 Penalty: 5415.279785
	Iteration 41Q: 3 clusters Score -7460153 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -7460175.000000 Penalty: 5415.279785
	Iteration 42Q: 3 clusters Score -7460175 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -7460161.500000 Penalty: 5415.279785
	Iteration 43Q: 3 clusters Score -7460162 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -7460171.500000 Penalty: 5415.279785
	Iteration 44Q: 3 clusters Score -7460172 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -7460175.500000 Penalty: 5415.279785
	Iteration 45Q: 3 clusters Score -7460176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -7460179.500000 Penalty: 5415.279785
	Iteration 46Q: 3 clusters Score -7460180 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -7460187.500000 Penalty: 5415.279785
	Iteration 47Q: 3 clusters Score -7460188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -7460191.000000 Penalty: 5415.279785
	Iteration 48Q: 3 clusters Score -7460191 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -7460187.000000 Penalty: 5415.279785
	Iteration 49Q: 3 clusters Score -7460187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -7460185.000000 Penalty: 5415.279785
	Iteration 50Q: 3 clusters Score -7460185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 30572 members 
Entering Unmasked Estep 
Score: -7460197.000000 Penalty: 5415.279785
	Iteration 51Q: 3 clusters Score -7460197 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -7460199.500000 Penalty: 5415.279785
	Iteration 52Q: 3 clusters Score -7460200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -7460186.000000 Penalty: 5415.279785
	Iteration 53Q: 3 clusters Score -7460186 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -7460184.000000 Penalty: 5415.279785
	Iteration 54Q: 3 clusters Score -7460184 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -7460207.500000 Penalty: 5415.279785
	Iteration 55Q: 3 clusters Score -7460208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -7460217.500000 Penalty: 5415.279785
	Iteration 56Q: 3 clusters Score -7460218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -7460209.500000 Penalty: 5415.279785
	Iteration 57Q: 3 clusters Score -7460210 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -7460215.000000 Penalty: 5415.279785
	Iteration 58Q: 3 clusters Score -7460215 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -7460206.000000 Penalty: 5415.279785
	Iteration 59Q: 3 clusters Score -7460206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -7460197.500000 Penalty: 5415.279785
	Iteration 60F: 3 clusters Score -7460198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -7460208.000000 Penalty: 5415.279785
	Iteration 61Q: 3 clusters Score -7460208 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -7460212.500000 Penalty: 5415.279785
	Iteration 62Q: 3 clusters Score -7460212 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -7460223.000000 Penalty: 5415.279785
	Iteration 63Q: 3 clusters Score -7460223 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 29849 members 
Entering Unmasked Estep 
Score: -7460214.000000 Penalty: 5415.279785
	Iteration 64Q: 3 clusters Score -7460214 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -7460220.000000 Penalty: 5415.279785
	Iteration 65Q: 3 clusters Score -7460220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -7460221.000000 Penalty: 5415.279785
	Iteration 66Q: 3 clusters Score -7460221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -7460227.500000 Penalty: 5415.279785
	Iteration 67Q: 3 clusters Score -7460228 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -7460235.000000 Penalty: 5415.279785
	Iteration 68Q: 3 clusters Score -7460235 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -7460241.000000 Penalty: 5415.279785
	Iteration 69Q: 3 clusters Score -7460241 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -7460228.500000 Penalty: 5415.279785
	Iteration 70Q: 3 clusters Score -7460228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -7460243.500000 Penalty: 5415.279785
	Iteration 71Q: 3 clusters Score -7460244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -7460246.500000 Penalty: 5415.279785
	Iteration 72Q: 3 clusters Score -7460246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -7460246.000000 Penalty: 5415.279785
	Iteration 73Q: 3 clusters Score -7460246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -7460244.500000 Penalty: 5415.279785
	Iteration 74Q: 3 clusters Score -7460244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -7460232.000000 Penalty: 5415.279785
	Iteration 75Q: 3 clusters Score -7460232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -7460238.000000 Penalty: 5415.279785
	Iteration 76Q: 3 clusters Score -7460238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -7460241.500000 Penalty: 5415.279785
	Iteration 77Q: 3 clusters Score -7460242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -7460245.000000 Penalty: 5415.279785
	Iteration 78Q: 3 clusters Score -7460245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -7460238.500000 Penalty: 5415.279785
	Iteration 79Q: 3 clusters Score -7460238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 29312 members 
Entering Unmasked Estep 
Score: -7460239.000000 Penalty: 5415.279785
	Iteration 80F: 3 clusters Score -7460239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 29295 members 
Entering Unmasked Estep 
Score: -7460247.000000 Penalty: 5415.279785
	Iteration 81Q: 3 clusters Score -7460247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -7460245.000000 Penalty: 5415.279785
	Iteration 82Q: 3 clusters Score -7460245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -7460241.500000 Penalty: 5415.279785
	Iteration 83Q: 3 clusters Score -7460242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
Score: -7460233.500000 Penalty: 5415.279785
	Iteration 84Q: 3 clusters Score -7460234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 29246 members 
Entering Unmasked Estep 
Score: -7460239.000000 Penalty: 5415.279785
	Iteration 85Q: 3 clusters Score -7460239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 29240 members 
Entering Unmasked Estep 
Score: -7460235.500000 Penalty: 5415.279785
	Iteration 86Q: 3 clusters Score -7460236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -7460231.500000 Penalty: 5415.279785
	Iteration 87Q: 3 clusters Score -7460232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -7460232.000000 Penalty: 5415.279785
	Iteration 88Q: 3 clusters Score -7460232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -7460232.000000 Penalty: 5415.279785
	Iteration 89F: 3 clusters Score -7460232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 275212 members 
Mstep: Class 2 contains 29229 members 
Mstep: Class 3 contains 15093 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 32418 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 37770 members 
Mstep: Class 8 contains 25926 members 
Mstep: Class 9 contains 167461 members 
Mstep: Class 10 contains 151400 members 
Mstep: Class 11 contains 30456 members 
Mstep: Class 12 contains 42280 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 1229 members 
Mstep: Class 16 contains 24191 members 
Mstep: Class 17 contains 16715 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 22 contains 1141 members 
Mstep: Class 23 contains 28656 members 
Entering Unmasked Estep 
Score: -122196304.000000 Penalty: 74843.773438
Splitting cluster 8 changes total score from -122194184.000000 to -122196304.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 9 (167461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167461 members 
Entering Unmasked Estep 
Score: -22922872.000000 Penalty: 2983.069336
	Iteration 0F: 2 clusters Score -2.292287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83840 members 
Mstep: Class 2 contains 83621 members 
Entering Unmasked Estep 
Score: -22814822.000000 Penalty: 5966.138672
	Iteration 0F: 3 clusters Score -2.281482e+07 nChanged 80350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86712 members 
Mstep: Class 2 contains 80749 members 
Entering Unmasked Estep 
Score: -22861868.000000 Penalty: 5966.138672
	Iteration 1F: 3 clusters Score -2.286187e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88829 members 
Mstep: Class 2 contains 78632 members 
Entering Unmasked Estep 
Score: -22862908.000000 Penalty: 5966.138672
	Iteration 2Q: 3 clusters Score -2.286291e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92137 members 
Mstep: Class 2 contains 75324 members 
Entering Unmasked Estep 
Score: -22864796.000000 Penalty: 5966.138672
	Iteration 3Q: 3 clusters Score -2.28648e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97253 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -22867580.000000 Penalty: 5966.138672
	Iteration 4Q: 3 clusters Score -2.286758e+07 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104527 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -22872480.000000 Penalty: 5966.138672
	Iteration 5F: 3 clusters Score -2.287248e+07 nChanged 11126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113989 members 
Mstep: Class 2 contains 53472 members 
Entering Unmasked Estep 
Score: -22879550.000000 Penalty: 5966.138672
	Iteration 6F: 3 clusters Score -2.287955e+07 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125026 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -22888714.000000 Penalty: 5966.138672
	Iteration 7F: 3 clusters Score -2.288871e+07 nChanged 12122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136410 members 
Mstep: Class 2 contains 31051 members 
Entering Unmasked Estep 
Score: -22897764.000000 Penalty: 5966.138672
	Iteration 8F: 3 clusters Score -2.289776e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146665 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -22905394.000000 Penalty: 5966.138672
	Iteration 9F: 3 clusters Score -2.290539e+07 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154747 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -22911160.000000 Penalty: 5966.138672
	Iteration 10Q: 3 clusters Score -2.291116e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -22915582.000000 Penalty: 5966.138672
	Iteration 11Q: 3 clusters Score -2.291558e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163595 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -22918036.000000 Penalty: 5966.138672
	Iteration 12Q: 3 clusters Score -2.291804e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165224 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -22919250.000000 Penalty: 5966.138672
	Iteration 13Q: 3 clusters Score -2.291925e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166002 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -22919862.000000 Penalty: 5966.138672
	Iteration 14Q: 3 clusters Score -2.291986e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166319 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -22920156.000000 Penalty: 5966.138672
	Iteration 15Q: 3 clusters Score -2.292016e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166456 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -22920352.000000 Penalty: 5966.138672
	Iteration 16Q: 3 clusters Score -2.292035e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166495 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -22920520.000000 Penalty: 5966.138672
	Iteration 17Q: 3 clusters Score -2.292052e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166508 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -22920672.000000 Penalty: 5966.138672
	Iteration 18Q: 3 clusters Score -2.292067e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166471 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -22920768.000000 Penalty: 5966.138672
	Iteration 19Q: 3 clusters Score -2.292077e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166418 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -22920858.000000 Penalty: 5966.138672
	Iteration 20F: 3 clusters Score -2.292086e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166383 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -22920926.000000 Penalty: 5966.138672
	Iteration 21Q: 3 clusters Score -2.292093e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166352 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -22920960.000000 Penalty: 5966.138672
	Iteration 22Q: 3 clusters Score -2.292096e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166318 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -22920982.000000 Penalty: 5966.138672
	Iteration 23Q: 3 clusters Score -2.292098e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166286 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -22920992.000000 Penalty: 5966.138672
	Iteration 24Q: 3 clusters Score -2.292099e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166252 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -22921042.000000 Penalty: 5966.138672
	Iteration 25Q: 3 clusters Score -2.292104e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166206 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -22921074.000000 Penalty: 5966.138672
	Iteration 26Q: 3 clusters Score -2.292107e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166170 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -22921110.000000 Penalty: 5966.138672
	Iteration 27Q: 3 clusters Score -2.292111e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166132 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -22921142.000000 Penalty: 5966.138672
	Iteration 28Q: 3 clusters Score -2.292114e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166110 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -22921156.000000 Penalty: 5966.138672
	Iteration 29Q: 3 clusters Score -2.292116e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -22921158.000000 Penalty: 5966.138672
	Iteration 30Q: 3 clusters Score -2.292116e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166079 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -22921156.000000 Penalty: 5966.138672
	Iteration 31Q: 3 clusters Score -2.292116e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166064 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -22921166.000000 Penalty: 5966.138672
	Iteration 32Q: 3 clusters Score -2.292117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166059 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -22921172.000000 Penalty: 5966.138672
	Iteration 33Q: 3 clusters Score -2.292117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166055 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -22921218.000000 Penalty: 5966.138672
	Iteration 34Q: 3 clusters Score -2.292122e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166043 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -22921236.000000 Penalty: 5966.138672
	Iteration 35Q: 3 clusters Score -2.292124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166034 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -22921220.000000 Penalty: 5966.138672
	Iteration 36Q: 3 clusters Score -2.292122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166031 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -22921212.000000 Penalty: 5966.138672
	Iteration 37Q: 3 clusters Score -2.292121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166026 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -22921218.000000 Penalty: 5966.138672
	Iteration 38Q: 3 clusters Score -2.292122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166021 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -22921226.000000 Penalty: 5966.138672
	Iteration 39Q: 3 clusters Score -2.292123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166012 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -22921212.000000 Penalty: 5966.138672
	Iteration 40F: 3 clusters Score -2.292121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166001 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -22921202.000000 Penalty: 5966.138672
	Iteration 41Q: 3 clusters Score -2.29212e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166000 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -22921218.000000 Penalty: 5966.138672
	Iteration 42Q: 3 clusters Score -2.292122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165993 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -22921192.000000 Penalty: 5966.138672
	Iteration 43Q: 3 clusters Score -2.292119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165988 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -22921212.000000 Penalty: 5966.138672
	Iteration 44Q: 3 clusters Score -2.292121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165984 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -22921220.000000 Penalty: 5966.138672
	Iteration 45Q: 3 clusters Score -2.292122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165981 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22921198.000000 Penalty: 5966.138672
	Iteration 46Q: 3 clusters Score -2.29212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165979 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -22921222.000000 Penalty: 5966.138672
	Iteration 47Q: 3 clusters Score -2.292122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165977 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -22921222.000000 Penalty: 5966.138672
	Iteration 48Q: 3 clusters Score -2.292122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165974 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -22921212.000000 Penalty: 5966.138672
	Iteration 49Q: 3 clusters Score -2.292121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165972 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -22921218.000000 Penalty: 5966.138672
	Iteration 50Q: 3 clusters Score -2.292122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165969 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -22921206.000000 Penalty: 5966.138672
	Iteration 51Q: 3 clusters Score -2.292121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165967 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -22921218.000000 Penalty: 5966.138672
	Iteration 52Q: 3 clusters Score -2.292122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165965 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -22921196.000000 Penalty: 5966.138672
	Iteration 53Q: 3 clusters Score -2.29212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165965 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -22921204.000000 Penalty: 5966.138672
	Iteration 54Q: 3 clusters Score -2.29212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165964 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -22921202.000000 Penalty: 5966.138672
	Iteration 55Q: 3 clusters Score -2.29212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165964 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -22921202.000000 Penalty: 5966.138672
	Iteration 56F: 3 clusters Score -2.29212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (151400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151400 members 
Entering Unmasked Estep 
Score: -20818052.000000 Penalty: 2958.064941
	Iteration 0F: 2 clusters Score -2.081805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75774 members 
Mstep: Class 2 contains 75626 members 
Entering Unmasked Estep 
Score: -20720418.000000 Penalty: 5916.129883
	Iteration 0F: 3 clusters Score -2.072042e+07 nChanged 72332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76720 members 
Mstep: Class 2 contains 74680 members 
Entering Unmasked Estep 
Score: -20763104.000000 Penalty: 5916.129883
	Iteration 1F: 3 clusters Score -2.07631e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 74147 members 
Entering Unmasked Estep 
Score: -20765144.000000 Penalty: 5916.129883
	Iteration 2Q: 3 clusters Score -2.076514e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 73295 members 
Entering Unmasked Estep 
Score: -20768092.000000 Penalty: 5916.129883
	Iteration 3Q: 3 clusters Score -2.076809e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79105 members 
Mstep: Class 2 contains 72295 members 
Entering Unmasked Estep 
Score: -20771862.000000 Penalty: 5916.129883
	Iteration 4F: 3 clusters Score -2.077186e+07 nChanged 8412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80523 members 
Mstep: Class 2 contains 70877 members 
Entering Unmasked Estep 
Score: -20776466.000000 Penalty: 5916.129883
	Iteration 5F: 3 clusters Score -2.077647e+07 nChanged 8788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82551 members 
Mstep: Class 2 contains 68849 members 
Entering Unmasked Estep 
Score: -20781512.000000 Penalty: 5916.129883
	Iteration 6F: 3 clusters Score -2.078151e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85320 members 
Mstep: Class 2 contains 66080 members 
Entering Unmasked Estep 
Score: -20787144.000000 Penalty: 5916.129883
	Iteration 7F: 3 clusters Score -2.078714e+07 nChanged 8817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88735 members 
Mstep: Class 2 contains 62665 members 
Entering Unmasked Estep 
Score: -20792970.000000 Penalty: 5916.129883
	Iteration 8F: 3 clusters Score -2.079297e+07 nChanged 8275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92160 members 
Mstep: Class 2 contains 59240 members 
Entering Unmasked Estep 
Score: -20798320.000000 Penalty: 5916.129883
	Iteration 9F: 3 clusters Score -2.079832e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95260 members 
Mstep: Class 2 contains 56140 members 
Entering Unmasked Estep 
Score: -20802094.000000 Penalty: 5916.129883
	Iteration 10Q: 3 clusters Score -2.080209e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97974 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -20804660.000000 Penalty: 5916.129883
	Iteration 11Q: 3 clusters Score -2.080466e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100438 members 
Mstep: Class 2 contains 50962 members 
Entering Unmasked Estep 
Score: -20806544.000000 Penalty: 5916.129883
	Iteration 12Q: 3 clusters Score -2.080654e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -20808322.000000 Penalty: 5916.129883
	Iteration 13Q: 3 clusters Score -2.080832e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104785 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -20810002.000000 Penalty: 5916.129883
	Iteration 14Q: 3 clusters Score -2.081e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106689 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -20811138.000000 Penalty: 5916.129883
	Iteration 15Q: 3 clusters Score -2.081114e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108369 members 
Mstep: Class 2 contains 43031 members 
Entering Unmasked Estep 
Score: -20812224.000000 Penalty: 5916.129883
	Iteration 16Q: 3 clusters Score -2.081222e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109839 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -20813108.000000 Penalty: 5916.129883
	Iteration 17Q: 3 clusters Score -2.081311e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111121 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -20813660.000000 Penalty: 5916.129883
	Iteration 18Q: 3 clusters Score -2.081366e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112242 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -20814168.000000 Penalty: 5916.129883
	Iteration 19Q: 3 clusters Score -2.081417e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113255 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -20814536.000000 Penalty: 5916.129883
	Iteration 20F: 3 clusters Score -2.081454e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114191 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -20814824.000000 Penalty: 5916.129883
	Iteration 21Q: 3 clusters Score -2.081482e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115047 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -20814940.000000 Penalty: 5916.129883
	Iteration 22Q: 3 clusters Score -2.081494e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115906 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -20815146.000000 Penalty: 5916.129883
	Iteration 23Q: 3 clusters Score -2.081515e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116709 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -20815244.000000 Penalty: 5916.129883
	Iteration 24Q: 3 clusters Score -2.081524e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117469 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -20815390.000000 Penalty: 5916.129883
	Iteration 25Q: 3 clusters Score -2.081539e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118180 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -20815528.000000 Penalty: 5916.129883
	Iteration 26Q: 3 clusters Score -2.081553e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118837 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -20815662.000000 Penalty: 5916.129883
	Iteration 27Q: 3 clusters Score -2.081566e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119469 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -20815756.000000 Penalty: 5916.129883
	Iteration 28Q: 3 clusters Score -2.081576e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120080 members 
Mstep: Class 2 contains 31320 members 
Entering Unmasked Estep 
Score: -20815818.000000 Penalty: 5916.129883
	Iteration 29Q: 3 clusters Score -2.081582e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120684 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -20815896.000000 Penalty: 5916.129883
	Iteration 30Q: 3 clusters Score -2.08159e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121260 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -20815848.000000 Penalty: 5916.129883
	Iteration 31Q: 3 clusters Score -2.081585e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121776 members 
Mstep: Class 2 contains 29624 members 
Entering Unmasked Estep 
Score: -20815916.000000 Penalty: 5916.129883
	Iteration 32Q: 3 clusters Score -2.081592e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122236 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -20815920.000000 Penalty: 5916.129883
	Iteration 33Q: 3 clusters Score -2.081592e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122708 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -20816008.000000 Penalty: 5916.129883
	Iteration 34Q: 3 clusters Score -2.081601e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123164 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -20816082.000000 Penalty: 5916.129883
	Iteration 35Q: 3 clusters Score -2.081608e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123610 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -20816098.000000 Penalty: 5916.129883
	Iteration 36Q: 3 clusters Score -2.08161e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124029 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -20816150.000000 Penalty: 5916.129883
	Iteration 37Q: 3 clusters Score -2.081615e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124419 members 
Mstep: Class 2 contains 26981 members 
Entering Unmasked Estep 
Score: -20816144.000000 Penalty: 5916.129883
	Iteration 38Q: 3 clusters Score -2.081614e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124794 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -20816208.000000 Penalty: 5916.129883
	Iteration 39Q: 3 clusters Score -2.081621e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125167 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -20816254.000000 Penalty: 5916.129883
	Iteration 40F: 3 clusters Score -2.081625e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125549 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -20816288.000000 Penalty: 5916.129883
	Iteration 41Q: 3 clusters Score -2.081629e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125925 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -20816280.000000 Penalty: 5916.129883
	Iteration 42Q: 3 clusters Score -2.081628e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126292 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -20816332.000000 Penalty: 5916.129883
	Iteration 43Q: 3 clusters Score -2.081633e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126640 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -20816354.000000 Penalty: 5916.129883
	Iteration 44Q: 3 clusters Score -2.081635e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126999 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -20816392.000000 Penalty: 5916.129883
	Iteration 45Q: 3 clusters Score -2.081639e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127334 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -20816434.000000 Penalty: 5916.129883
	Iteration 46Q: 3 clusters Score -2.081643e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127647 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -20816416.000000 Penalty: 5916.129883
	Iteration 47Q: 3 clusters Score -2.081642e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127973 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -20816402.000000 Penalty: 5916.129883
	Iteration 48Q: 3 clusters Score -2.08164e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128287 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -20816366.000000 Penalty: 5916.129883
	Iteration 49Q: 3 clusters Score -2.081637e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128575 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -20816336.000000 Penalty: 5916.129883
	Iteration 50Q: 3 clusters Score -2.081634e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128852 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -20816376.000000 Penalty: 5916.129883
	Iteration 51Q: 3 clusters Score -2.081638e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129159 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -20816368.000000 Penalty: 5916.129883
	Iteration 52Q: 3 clusters Score -2.081637e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129461 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -20816344.000000 Penalty: 5916.129883
	Iteration 53Q: 3 clusters Score -2.081634e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129774 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -20816366.000000 Penalty: 5916.129883
	Iteration 54Q: 3 clusters Score -2.081637e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130076 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -20816382.000000 Penalty: 5916.129883
	Iteration 55Q: 3 clusters Score -2.081638e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130365 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -20816470.000000 Penalty: 5916.129883
	Iteration 56Q: 3 clusters Score -2.081647e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130654 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -20816386.000000 Penalty: 5916.129883
	Iteration 57Q: 3 clusters Score -2.081639e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130916 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -20816422.000000 Penalty: 5916.129883
	Iteration 58Q: 3 clusters Score -2.081642e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131192 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -20816396.000000 Penalty: 5916.129883
	Iteration 59Q: 3 clusters Score -2.08164e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131478 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -20816356.000000 Penalty: 5916.129883
	Iteration 60F: 3 clusters Score -2.081636e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131740 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -20816382.000000 Penalty: 5916.129883
	Iteration 61Q: 3 clusters Score -2.081638e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132007 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -20816358.000000 Penalty: 5916.129883
	Iteration 62Q: 3 clusters Score -2.081636e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132240 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -20816348.000000 Penalty: 5916.129883
	Iteration 63Q: 3 clusters Score -2.081635e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132471 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -20816370.000000 Penalty: 5916.129883
	Iteration 64Q: 3 clusters Score -2.081637e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132679 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -20816388.000000 Penalty: 5916.129883
	Iteration 65Q: 3 clusters Score -2.081639e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132875 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -20816376.000000 Penalty: 5916.129883
	Iteration 66Q: 3 clusters Score -2.081638e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133083 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -20816400.000000 Penalty: 5916.129883
	Iteration 67Q: 3 clusters Score -2.08164e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133298 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -20816402.000000 Penalty: 5916.129883
	Iteration 68Q: 3 clusters Score -2.08164e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133514 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -20816410.000000 Penalty: 5916.129883
	Iteration 69Q: 3 clusters Score -2.081641e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133742 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -20816392.000000 Penalty: 5916.129883
	Iteration 70Q: 3 clusters Score -2.081639e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133970 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -20816348.000000 Penalty: 5916.129883
	Iteration 71Q: 3 clusters Score -2.081635e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134205 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -20816390.000000 Penalty: 5916.129883
	Iteration 72Q: 3 clusters Score -2.081639e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134447 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -20816402.000000 Penalty: 5916.129883
	Iteration 73Q: 3 clusters Score -2.08164e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134684 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -20816426.000000 Penalty: 5916.129883
	Iteration 74Q: 3 clusters Score -2.081643e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134921 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -20816410.000000 Penalty: 5916.129883
	Iteration 75Q: 3 clusters Score -2.081641e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135146 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -20816400.000000 Penalty: 5916.129883
	Iteration 76Q: 3 clusters Score -2.08164e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135386 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -20816436.000000 Penalty: 5916.129883
	Iteration 77Q: 3 clusters Score -2.081644e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135623 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -20816442.000000 Penalty: 5916.129883
	Iteration 78Q: 3 clusters Score -2.081644e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135839 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -20816456.000000 Penalty: 5916.129883
	Iteration 79Q: 3 clusters Score -2.081646e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136078 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -20816440.000000 Penalty: 5916.129883
	Iteration 80F: 3 clusters Score -2.081644e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136334 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -20816420.000000 Penalty: 5916.129883
	Iteration 81Q: 3 clusters Score -2.081642e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136600 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -20816442.000000 Penalty: 5916.129883
	Iteration 82Q: 3 clusters Score -2.081644e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136851 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -20816420.000000 Penalty: 5916.129883
	Iteration 83Q: 3 clusters Score -2.081642e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137118 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -20816368.000000 Penalty: 5916.129883
	Iteration 84Q: 3 clusters Score -2.081637e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137395 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -20816330.000000 Penalty: 5916.129883
	Iteration 85Q: 3 clusters Score -2.081633e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137677 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -20816292.000000 Penalty: 5916.129883
	Iteration 86Q: 3 clusters Score -2.081629e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137962 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -20816252.000000 Penalty: 5916.129883
	Iteration 87Q: 3 clusters Score -2.081625e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138227 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -20816254.000000 Penalty: 5916.129883
	Iteration 88Q: 3 clusters Score -2.081625e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138481 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -20816256.000000 Penalty: 5916.129883
	Iteration 89Q: 3 clusters Score -2.081626e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138737 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -20816252.000000 Penalty: 5916.129883
	Iteration 90Q: 3 clusters Score -2.081625e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139010 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -20816304.000000 Penalty: 5916.129883
	Iteration 91Q: 3 clusters Score -2.08163e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139314 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -20816348.000000 Penalty: 5916.129883
	Iteration 92Q: 3 clusters Score -2.081635e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139607 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -20816398.000000 Penalty: 5916.129883
	Iteration 93Q: 3 clusters Score -2.08164e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139898 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -20816334.000000 Penalty: 5916.129883
	Iteration 94Q: 3 clusters Score -2.081633e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140199 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -20816312.000000 Penalty: 5916.129883
	Iteration 95Q: 3 clusters Score -2.081631e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140518 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -20816356.000000 Penalty: 5916.129883
	Iteration 96Q: 3 clusters Score -2.081636e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140838 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -20816430.000000 Penalty: 5916.129883
	Iteration 97Q: 3 clusters Score -2.081643e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141154 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -20816432.000000 Penalty: 5916.129883
	Iteration 98Q: 3 clusters Score -2.081643e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141476 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -20816402.000000 Penalty: 5916.129883
	Iteration 99Q: 3 clusters Score -2.08164e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141820 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -20816508.000000 Penalty: 5916.129883
	Iteration 100F: 3 clusters Score -2.081651e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142148 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -20816526.000000 Penalty: 5916.129883
	Iteration 101Q: 3 clusters Score -2.081653e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142431 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -20816536.000000 Penalty: 5916.129883
	Iteration 102Q: 3 clusters Score -2.081654e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142691 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -20816564.000000 Penalty: 5916.129883
	Iteration 103Q: 3 clusters Score -2.081656e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142973 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -20816592.000000 Penalty: 5916.129883
	Iteration 104Q: 3 clusters Score -2.081659e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143219 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -20816628.000000 Penalty: 5916.129883
	Iteration 105Q: 3 clusters Score -2.081663e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143442 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -20816668.000000 Penalty: 5916.129883
	Iteration 106Q: 3 clusters Score -2.081667e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143644 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -20816678.000000 Penalty: 5916.129883
	Iteration 107Q: 3 clusters Score -2.081668e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143833 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -20816700.000000 Penalty: 5916.129883
	Iteration 108Q: 3 clusters Score -2.08167e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144033 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -20816646.000000 Penalty: 5916.129883
	Iteration 109Q: 3 clusters Score -2.081665e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144219 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -20816670.000000 Penalty: 5916.129883
	Iteration 110Q: 3 clusters Score -2.081667e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144391 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -20816724.000000 Penalty: 5916.129883
	Iteration 111Q: 3 clusters Score -2.081672e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144566 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -20816784.000000 Penalty: 5916.129883
	Iteration 112Q: 3 clusters Score -2.081678e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144754 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -20816886.000000 Penalty: 5916.129883
	Iteration 113Q: 3 clusters Score -2.081689e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144946 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -20817074.000000 Penalty: 5916.129883
	Iteration 114Q: 3 clusters Score -2.081707e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145156 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -20817370.000000 Penalty: 5916.129883
	Iteration 115Q: 3 clusters Score -2.081737e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145333 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -20817882.000000 Penalty: 5916.129883
	Iteration 116Q: 3 clusters Score -2.081788e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145382 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -20818196.000000 Penalty: 5916.129883
	Iteration 117Q: 3 clusters Score -2.08182e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145299 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -20818494.000000 Penalty: 5916.129883
	Iteration 118Q: 3 clusters Score -2.081849e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145201 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -20818604.000000 Penalty: 5916.129883
	Iteration 119Q: 3 clusters Score -2.08186e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145090 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -20818628.000000 Penalty: 5916.129883
	Iteration 120F: 3 clusters Score -2.081863e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144940 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -20818736.000000 Penalty: 5916.129883
	Iteration 121Q: 3 clusters Score -2.081874e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144802 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -20818796.000000 Penalty: 5916.129883
	Iteration 122Q: 3 clusters Score -2.08188e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144687 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -20818836.000000 Penalty: 5916.129883
	Iteration 123Q: 3 clusters Score -2.081884e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144570 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -20818918.000000 Penalty: 5916.129883
	Iteration 124Q: 3 clusters Score -2.081892e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144411 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -20819000.000000 Penalty: 5916.129883
	Iteration 125Q: 3 clusters Score -2.0819e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144256 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -20819086.000000 Penalty: 5916.129883
	Iteration 126Q: 3 clusters Score -2.081909e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144118 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -20819124.000000 Penalty: 5916.129883
	Iteration 127Q: 3 clusters Score -2.081912e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143981 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -20819180.000000 Penalty: 5916.129883
	Iteration 128Q: 3 clusters Score -2.081918e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143855 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -20819186.000000 Penalty: 5916.129883
	Iteration 129Q: 3 clusters Score -2.081919e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143734 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -20819214.000000 Penalty: 5916.129883
	Iteration 130Q: 3 clusters Score -2.081921e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143619 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -20819220.000000 Penalty: 5916.129883
	Iteration 131Q: 3 clusters Score -2.081922e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143495 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -20819276.000000 Penalty: 5916.129883
	Iteration 132Q: 3 clusters Score -2.081928e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143378 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -20819248.000000 Penalty: 5916.129883
	Iteration 133Q: 3 clusters Score -2.081925e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143259 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -20819284.000000 Penalty: 5916.129883
	Iteration 134Q: 3 clusters Score -2.081928e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143149 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -20819320.000000 Penalty: 5916.129883
	Iteration 135Q: 3 clusters Score -2.081932e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143043 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -20819358.000000 Penalty: 5916.129883
	Iteration 136Q: 3 clusters Score -2.081936e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142937 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -20819386.000000 Penalty: 5916.129883
	Iteration 137Q: 3 clusters Score -2.081939e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142847 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -20819418.000000 Penalty: 5916.129883
	Iteration 138Q: 3 clusters Score -2.081942e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142752 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -20819434.000000 Penalty: 5916.129883
	Iteration 139Q: 3 clusters Score -2.081943e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142663 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -20819410.000000 Penalty: 5916.129883
	Iteration 140F: 3 clusters Score -2.081941e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142588 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -20819394.000000 Penalty: 5916.129883
	Iteration 141Q: 3 clusters Score -2.081939e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142528 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -20819404.000000 Penalty: 5916.129883
	Iteration 142Q: 3 clusters Score -2.08194e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142468 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -20819450.000000 Penalty: 5916.129883
	Iteration 143Q: 3 clusters Score -2.081945e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142413 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -20819458.000000 Penalty: 5916.129883
	Iteration 144Q: 3 clusters Score -2.081946e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142359 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -20819480.000000 Penalty: 5916.129883
	Iteration 145Q: 3 clusters Score -2.081948e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142297 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -20819494.000000 Penalty: 5916.129883
	Iteration 146Q: 3 clusters Score -2.081949e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142229 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -20819536.000000 Penalty: 5916.129883
	Iteration 147Q: 3 clusters Score -2.081954e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142158 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -20819556.000000 Penalty: 5916.129883
	Iteration 148Q: 3 clusters Score -2.081956e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142087 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -20819548.000000 Penalty: 5916.129883
	Iteration 149Q: 3 clusters Score -2.081955e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142016 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -20819562.000000 Penalty: 5916.129883
	Iteration 150Q: 3 clusters Score -2.081956e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141947 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -20819558.000000 Penalty: 5916.129883
	Iteration 151Q: 3 clusters Score -2.081956e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141880 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -20819578.000000 Penalty: 5916.129883
	Iteration 152Q: 3 clusters Score -2.081958e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141826 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -20819600.000000 Penalty: 5916.129883
	Iteration 153Q: 3 clusters Score -2.08196e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141767 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -20819612.000000 Penalty: 5916.129883
	Iteration 154Q: 3 clusters Score -2.081961e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141719 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -20819616.000000 Penalty: 5916.129883
	Iteration 155Q: 3 clusters Score -2.081962e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141687 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -20819650.000000 Penalty: 5916.129883
	Iteration 156Q: 3 clusters Score -2.081965e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141653 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -20819636.000000 Penalty: 5916.129883
	Iteration 157Q: 3 clusters Score -2.081964e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141621 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -20819652.000000 Penalty: 5916.129883
	Iteration 158Q: 3 clusters Score -2.081965e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141581 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -20819658.000000 Penalty: 5916.129883
	Iteration 159Q: 3 clusters Score -2.081966e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141541 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -20819622.000000 Penalty: 5916.129883
	Iteration 160F: 3 clusters Score -2.081962e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141513 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -20819636.000000 Penalty: 5916.129883
	Iteration 161Q: 3 clusters Score -2.081964e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141482 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -20819628.000000 Penalty: 5916.129883
	Iteration 162Q: 3 clusters Score -2.081963e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141453 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -20819654.000000 Penalty: 5916.129883
	Iteration 163Q: 3 clusters Score -2.081965e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141420 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -20819672.000000 Penalty: 5916.129883
	Iteration 164Q: 3 clusters Score -2.081967e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141390 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -20819682.000000 Penalty: 5916.129883
	Iteration 165Q: 3 clusters Score -2.081968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141366 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -20819664.000000 Penalty: 5916.129883
	Iteration 166Q: 3 clusters Score -2.081966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141349 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -20819682.000000 Penalty: 5916.129883
	Iteration 167Q: 3 clusters Score -2.081968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141335 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -20819680.000000 Penalty: 5916.129883
	Iteration 168Q: 3 clusters Score -2.081968e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141321 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -20819700.000000 Penalty: 5916.129883
	Iteration 169Q: 3 clusters Score -2.08197e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141310 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -20819662.000000 Penalty: 5916.129883
	Iteration 170Q: 3 clusters Score -2.081966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141301 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -20819658.000000 Penalty: 5916.129883
	Iteration 171Q: 3 clusters Score -2.081966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141290 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -20819666.000000 Penalty: 5916.129883
	Iteration 172Q: 3 clusters Score -2.081967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141276 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -20819678.000000 Penalty: 5916.129883
	Iteration 173Q: 3 clusters Score -2.081968e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141261 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -20819692.000000 Penalty: 5916.129883
	Iteration 174Q: 3 clusters Score -2.081969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141248 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -20819688.000000 Penalty: 5916.129883
	Iteration 175Q: 3 clusters Score -2.081969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141240 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -20819676.000000 Penalty: 5916.129883
	Iteration 176Q: 3 clusters Score -2.081968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141229 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -20819700.000000 Penalty: 5916.129883
	Iteration 177Q: 3 clusters Score -2.08197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141218 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -20819694.000000 Penalty: 5916.129883
	Iteration 178Q: 3 clusters Score -2.081969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141202 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -20819700.000000 Penalty: 5916.129883
	Iteration 179Q: 3 clusters Score -2.08197e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141189 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -20819684.000000 Penalty: 5916.129883
	Iteration 180F: 3 clusters Score -2.081968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141182 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -20819702.000000 Penalty: 5916.129883
	Iteration 181Q: 3 clusters Score -2.08197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141181 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -20819698.000000 Penalty: 5916.129883
	Iteration 182Q: 3 clusters Score -2.08197e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141177 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -20819710.000000 Penalty: 5916.129883
	Iteration 183Q: 3 clusters Score -2.081971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141171 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -20819716.000000 Penalty: 5916.129883
	Iteration 184Q: 3 clusters Score -2.081972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141164 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -20819728.000000 Penalty: 5916.129883
	Iteration 185Q: 3 clusters Score -2.081973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141157 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -20819728.000000 Penalty: 5916.129883
	Iteration 186Q: 3 clusters Score -2.081973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141147 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -20819716.000000 Penalty: 5916.129883
	Iteration 187Q: 3 clusters Score -2.081972e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141138 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -20819728.000000 Penalty: 5916.129883
	Iteration 188Q: 3 clusters Score -2.081973e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141126 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -20819754.000000 Penalty: 5916.129883
	Iteration 189Q: 3 clusters Score -2.081975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141118 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -20819742.000000 Penalty: 5916.129883
	Iteration 190Q: 3 clusters Score -2.081974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141112 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -20819748.000000 Penalty: 5916.129883
	Iteration 191Q: 3 clusters Score -2.081975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141106 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -20819752.000000 Penalty: 5916.129883
	Iteration 192Q: 3 clusters Score -2.081975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141102 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -20819754.000000 Penalty: 5916.129883
	Iteration 193Q: 3 clusters Score -2.081975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141101 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -20819756.000000 Penalty: 5916.129883
	Iteration 194Q: 3 clusters Score -2.081976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141101 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -20819756.000000 Penalty: 5916.129883
	Iteration 195F: 3 clusters Score -2.081976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 275212 members 
Mstep: Class 2 contains 29229 members 
Mstep: Class 3 contains 15093 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 32418 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 37770 members 
Mstep: Class 8 contains 25926 members 
Mstep: Class 9 contains 167461 members 
Mstep: Class 10 contains 141101 members 
Mstep: Class 11 contains 30456 members 
Mstep: Class 12 contains 42280 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 1229 members 
Mstep: Class 16 contains 24191 members 
Mstep: Class 17 contains 16715 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 10299 members 
Mstep: Class 22 contains 1141 members 
Mstep: Class 23 contains 28656 members 
Entering Unmasked Estep 
Score: -122198360.000000 Penalty: 78245.757812
Splitting cluster 10 changes total score from -122194184.000000 to -122198360.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (30456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Entering Unmasked Estep 
Score: -3821162.500000 Penalty: 2560.361572
	Iteration 0F: 2 clusters Score -3821162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -3800381.000000 Penalty: 5120.723145
	Iteration 0F: 3 clusters Score -3800381 nChanged 13661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -3808097.250000 Penalty: 5120.723145
	Iteration 1F: 3 clusters Score -3808097 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -3809403.250000 Penalty: 5120.723145
	Iteration 2F: 3 clusters Score -3809403 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3811172.500000 Penalty: 5120.723145
	Iteration 3F: 3 clusters Score -3811172 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -3813197.000000 Penalty: 5120.723145
	Iteration 4F: 3 clusters Score -3813197 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3815002.750000 Penalty: 5120.723145
	Iteration 5F: 3 clusters Score -3815003 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3816207.000000 Penalty: 5120.723145
	Iteration 6F: 3 clusters Score -3816207 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3816993.250000 Penalty: 5120.723145
	Iteration 7F: 3 clusters Score -3816993 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -3817572.500000 Penalty: 5120.723145
	Iteration 8Q: 3 clusters Score -3817572 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3817994.500000 Penalty: 5120.723145
	Iteration 9Q: 3 clusters Score -3817994 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3818279.000000 Penalty: 5120.723145
	Iteration 10Q: 3 clusters Score -3818279 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -3818566.500000 Penalty: 5120.723145
	Iteration 11Q: 3 clusters Score -3818566 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -3818781.250000 Penalty: 5120.723145
	Iteration 12Q: 3 clusters Score -3818781 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -3818990.500000 Penalty: 5120.723145
	Iteration 13Q: 3 clusters Score -3818990 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -3819190.500000 Penalty: 5120.723145
	Iteration 14Q: 3 clusters Score -3819190 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -3819342.500000 Penalty: 5120.723145
	Iteration 15Q: 3 clusters Score -3819342 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3819476.750000 Penalty: 5120.723145
	Iteration 16Q: 3 clusters Score -3819477 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -3819614.750000 Penalty: 5120.723145
	Iteration 17Q: 3 clusters Score -3819615 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -3819757.750000 Penalty: 5120.723145
	Iteration 18Q: 3 clusters Score -3819758 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -3819876.750000 Penalty: 5120.723145
	Iteration 19Q: 3 clusters Score -3819877 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -3820000.000000 Penalty: 5120.723145
	Iteration 20F: 3 clusters Score -3820000 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -3820102.000000 Penalty: 5120.723145
	Iteration 21Q: 3 clusters Score -3820102 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -3820228.000000 Penalty: 5120.723145
	Iteration 22Q: 3 clusters Score -3820228 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -3820310.000000 Penalty: 5120.723145
	Iteration 23Q: 3 clusters Score -3820310 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -3820404.250000 Penalty: 5120.723145
	Iteration 24Q: 3 clusters Score -3820404 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3820467.500000 Penalty: 5120.723145
	Iteration 25Q: 3 clusters Score -3820468 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3820551.000000 Penalty: 5120.723145
	Iteration 26Q: 3 clusters Score -3820551 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -3820608.000000 Penalty: 5120.723145
	Iteration 27Q: 3 clusters Score -3820608 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3820644.250000 Penalty: 5120.723145
	Iteration 28Q: 3 clusters Score -3820644 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3820675.000000 Penalty: 5120.723145
	Iteration 29Q: 3 clusters Score -3820675 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3820703.750000 Penalty: 5120.723145
	Iteration 30Q: 3 clusters Score -3820704 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -3820729.750000 Penalty: 5120.723145
	Iteration 31Q: 3 clusters Score -3820730 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -3820751.500000 Penalty: 5120.723145
	Iteration 32Q: 3 clusters Score -3820752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -3820763.250000 Penalty: 5120.723145
	Iteration 33Q: 3 clusters Score -3820763 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -3820788.000000 Penalty: 5120.723145
	Iteration 34Q: 3 clusters Score -3820788 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3820819.750000 Penalty: 5120.723145
	Iteration 35Q: 3 clusters Score -3820820 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -3820841.750000 Penalty: 5120.723145
	Iteration 36Q: 3 clusters Score -3820842 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -3820859.250000 Penalty: 5120.723145
	Iteration 37Q: 3 clusters Score -3820859 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -3820878.000000 Penalty: 5120.723145
	Iteration 38Q: 3 clusters Score -3820878 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -3820886.250000 Penalty: 5120.723145
	Iteration 39Q: 3 clusters Score -3820886 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -3820908.750000 Penalty: 5120.723145
	Iteration 40F: 3 clusters Score -3820909 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -3820914.500000 Penalty: 5120.723145
	Iteration 41Q: 3 clusters Score -3820914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3820926.000000 Penalty: 5120.723145
	Iteration 42Q: 3 clusters Score -3820926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25945 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3820940.500000 Penalty: 5120.723145
	Iteration 43Q: 3 clusters Score -3820940 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -3820951.750000 Penalty: 5120.723145
	Iteration 44Q: 3 clusters Score -3820952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3820953.500000 Penalty: 5120.723145
	Iteration 45Q: 3 clusters Score -3820954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3820957.000000 Penalty: 5120.723145
	Iteration 46Q: 3 clusters Score -3820957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3820952.250000 Penalty: 5120.723145
	Iteration 47Q: 3 clusters Score -3820952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3820967.000000 Penalty: 5120.723145
	Iteration 48Q: 3 clusters Score -3820967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3820960.250000 Penalty: 5120.723145
	Iteration 49Q: 3 clusters Score -3820960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3820963.750000 Penalty: 5120.723145
	Iteration 50Q: 3 clusters Score -3820964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -3820963.000000 Penalty: 5120.723145
	Iteration 51Q: 3 clusters Score -3820963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -3820968.250000 Penalty: 5120.723145
	Iteration 52Q: 3 clusters Score -3820968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -3820967.750000 Penalty: 5120.723145
	Iteration 53Q: 3 clusters Score -3820968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -3820968.500000 Penalty: 5120.723145
	Iteration 54Q: 3 clusters Score -3820968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -3820970.000000 Penalty: 5120.723145
	Iteration 55Q: 3 clusters Score -3820970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3820968.500000 Penalty: 5120.723145
	Iteration 56Q: 3 clusters Score -3820968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -3820968.500000 Penalty: 5120.723145
	Iteration 57F: 3 clusters Score -3820968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (42280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Entering Unmasked Estep 
Score: -5865216.500000 Penalty: 2641.713135
	Iteration 0F: 2 clusters Score -5865216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -5836485.000000 Penalty: 5283.426270
	Iteration 0F: 3 clusters Score -5836485 nChanged 19494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -5847106.000000 Penalty: 5283.426270
	Iteration 1F: 3 clusters Score -5847106 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -5847553.000000 Penalty: 5283.426270
	Iteration 2Q: 3 clusters Score -5847553 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -5848089.500000 Penalty: 5283.426270
	Iteration 3Q: 3 clusters Score -5848090 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -5848567.500000 Penalty: 5283.426270
	Iteration 4Q: 3 clusters Score -5848568 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -5849139.000000 Penalty: 5283.426270
	Iteration 5Q: 3 clusters Score -5849139 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -5849806.000000 Penalty: 5283.426270
	Iteration 6Q: 3 clusters Score -5849806 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -5850702.000000 Penalty: 5283.426270
	Iteration 7Q: 3 clusters Score -5850702 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -5852011.000000 Penalty: 5283.426270
	Iteration 8F: 3 clusters Score -5852011 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 28595 members 
Entering Unmasked Estep 
Score: -5853741.000000 Penalty: 5283.426270
	Iteration 9F: 3 clusters Score -5853741 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -5855850.000000 Penalty: 5283.426270
	Iteration 10F: 3 clusters Score -5855850 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -5857919.000000 Penalty: 5283.426270
	Iteration 11F: 3 clusters Score -5857919 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -5859715.500000 Penalty: 5283.426270
	Iteration 12F: 3 clusters Score -5859716 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -5861340.500000 Penalty: 5283.426270
	Iteration 13Q: 3 clusters Score -5861340 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 39217 members 
Entering Unmasked Estep 
Score: -5862811.500000 Penalty: 5283.426270
	Iteration 14Q: 3 clusters Score -5862812 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -5863793.500000 Penalty: 5283.426270
	Iteration 15Q: 3 clusters Score -5863794 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -5863993.500000 Penalty: 5283.426270
	Iteration 16Q: 3 clusters Score -5863994 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -5864068.500000 Penalty: 5283.426270
	Iteration 17Q: 3 clusters Score -5864068 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -5864106.000000 Penalty: 5283.426270
	Iteration 18Q: 3 clusters Score -5864106 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 40466 members 
Entering Unmasked Estep 
Score: -5864136.500000 Penalty: 5283.426270
	Iteration 19Q: 3 clusters Score -5864136 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -5864146.500000 Penalty: 5283.426270
	Iteration 20F: 3 clusters Score -5864146 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 40569 members 
Entering Unmasked Estep 
Score: -5864166.000000 Penalty: 5283.426270
	Iteration 21Q: 3 clusters Score -5864166 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -5864165.500000 Penalty: 5283.426270
	Iteration 22Q: 3 clusters Score -5864166 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -5864171.500000 Penalty: 5283.426270
	Iteration 23Q: 3 clusters Score -5864172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 40651 members 
Entering Unmasked Estep 
Score: -5864177.500000 Penalty: 5283.426270
	Iteration 24Q: 3 clusters Score -5864178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -5864185.000000 Penalty: 5283.426270
	Iteration 25Q: 3 clusters Score -5864185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -5864198.500000 Penalty: 5283.426270
	Iteration 26Q: 3 clusters Score -5864198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -5864205.000000 Penalty: 5283.426270
	Iteration 27Q: 3 clusters Score -5864205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 40699 members 
Entering Unmasked Estep 
Score: -5864212.000000 Penalty: 5283.426270
	Iteration 28Q: 3 clusters Score -5864212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -5864204.000000 Penalty: 5283.426270
	Iteration 29Q: 3 clusters Score -5864204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -5864206.000000 Penalty: 5283.426270
	Iteration 30Q: 3 clusters Score -5864206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -5864210.000000 Penalty: 5283.426270
	Iteration 31Q: 3 clusters Score -5864210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -5864209.500000 Penalty: 5283.426270
	Iteration 32Q: 3 clusters Score -5864210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -5864208.500000 Penalty: 5283.426270
	Iteration 33Q: 3 clusters Score -5864208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -5864209.000000 Penalty: 5283.426270
	Iteration 34Q: 3 clusters Score -5864209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -5864213.500000 Penalty: 5283.426270
	Iteration 35Q: 3 clusters Score -5864214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -5864206.500000 Penalty: 5283.426270
	Iteration 36Q: 3 clusters Score -5864206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -5864210.000000 Penalty: 5283.426270
	Iteration 37Q: 3 clusters Score -5864210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -5864211.500000 Penalty: 5283.426270
	Iteration 38Q: 3 clusters Score -5864212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -5864218.500000 Penalty: 5283.426270
	Iteration 39Q: 3 clusters Score -5864218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 40764 members 
Entering Unmasked Estep 
Score: -5864221.000000 Penalty: 5283.426270
	Iteration 40F: 3 clusters Score -5864221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -5864225.000000 Penalty: 5283.426270
	Iteration 41Q: 3 clusters Score -5864225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -5864230.000000 Penalty: 5283.426270
	Iteration 42Q: 3 clusters Score -5864230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -5864227.500000 Penalty: 5283.426270
	Iteration 43Q: 3 clusters Score -5864228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -5864230.500000 Penalty: 5283.426270
	Iteration 44Q: 3 clusters Score -5864230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -5864225.500000 Penalty: 5283.426270
	Iteration 45Q: 3 clusters Score -5864226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -5864232.000000 Penalty: 5283.426270
	Iteration 46Q: 3 clusters Score -5864232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
Score: -5864226.500000 Penalty: 5283.426270
	Iteration 47Q: 3 clusters Score -5864226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -5864221.500000 Penalty: 5283.426270
	Iteration 48Q: 3 clusters Score -5864222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -5864221.000000 Penalty: 5283.426270
	Iteration 49Q: 3 clusters Score -5864221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -5864221.000000 Penalty: 5283.426270
	Iteration 50F: 3 clusters Score -5864221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Entering Unmasked Estep 
Score: -1106719.750000 Penalty: 2230.493164
	Iteration 0F: 2 clusters Score -1106720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1100242.125000 Penalty: 4460.986328
	Iteration 0F: 3 clusters Score -1100242 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1102039.375000 Penalty: 4460.986328
	Iteration 1F: 3 clusters Score -1102039 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1102398.000000 Penalty: 4460.986328
	Iteration 2F: 3 clusters Score -1102398 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1102792.375000 Penalty: 4460.986328
	Iteration 3F: 3 clusters Score -1102792 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1103248.625000 Penalty: 4460.986328
	Iteration 4F: 3 clusters Score -1103249 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1103719.000000 Penalty: 4460.986328
	Iteration 5F: 3 clusters Score -1103719 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1104156.000000 Penalty: 4460.986328
	Iteration 6F: 3 clusters Score -1104156 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1104479.500000 Penalty: 4460.986328
	Iteration 7F: 3 clusters Score -1104480 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1104670.250000 Penalty: 4460.986328
	Iteration 8Q: 3 clusters Score -1104670 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1104812.125000 Penalty: 4460.986328
	Iteration 9Q: 3 clusters Score -1104812 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1104912.125000 Penalty: 4460.986328
	Iteration 10Q: 3 clusters Score -1104912 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1104994.000000 Penalty: 4460.986328
	Iteration 11Q: 3 clusters Score -1104994 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1105059.000000 Penalty: 4460.986328
	Iteration 12Q: 3 clusters Score -1105059 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1105119.625000 Penalty: 4460.986328
	Iteration 13Q: 3 clusters Score -1105120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1105200.500000 Penalty: 4460.986328
	Iteration 14Q: 3 clusters Score -1105200 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1105315.625000 Penalty: 4460.986328
	Iteration 15Q: 3 clusters Score -1105316 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1105445.250000 Penalty: 4460.986328
	Iteration 16Q: 3 clusters Score -1105445 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1105586.125000 Penalty: 4460.986328
	Iteration 17Q: 3 clusters Score -1105586 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1105718.625000 Penalty: 4460.986328
	Iteration 18Q: 3 clusters Score -1105719 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1105838.125000 Penalty: 4460.986328
	Iteration 19Q: 3 clusters Score -1105838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1105908.375000 Penalty: 4460.986328
	Iteration 20F: 3 clusters Score -1105908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1105952.375000 Penalty: 4460.986328
	Iteration 21Q: 3 clusters Score -1105952 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1105983.625000 Penalty: 4460.986328
	Iteration 22Q: 3 clusters Score -1105984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1105998.625000 Penalty: 4460.986328
	Iteration 23Q: 3 clusters Score -1105999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1106007.375000 Penalty: 4460.986328
	Iteration 24Q: 3 clusters Score -1106007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1106014.000000 Penalty: 4460.986328
	Iteration 25Q: 3 clusters Score -1106014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1106016.875000 Penalty: 4460.986328
	Iteration 26Q: 3 clusters Score -1106017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1106018.625000 Penalty: 4460.986328
	Iteration 27Q: 3 clusters Score -1106019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1106020.625000 Penalty: 4460.986328
	Iteration 28Q: 3 clusters Score -1106021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1106025.125000 Penalty: 4460.986328
	Iteration 29Q: 3 clusters Score -1106025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1106027.875000 Penalty: 4460.986328
	Iteration 30Q: 3 clusters Score -1106028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1106027.875000 Penalty: 4460.986328
	Iteration 31Q: 3 clusters Score -1106028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1106030.125000 Penalty: 4460.986328
	Iteration 32Q: 3 clusters Score -1106030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1106029.000000 Penalty: 4460.986328
	Iteration 33Q: 3 clusters Score -1106029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1106030.125000 Penalty: 4460.986328
	Iteration 34Q: 3 clusters Score -1106030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1106029.375000 Penalty: 4460.986328
	Iteration 35Q: 3 clusters Score -1106029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1106029.375000 Penalty: 4460.986328
	Iteration 36F: 3 clusters Score -1106029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Entering Unmasked Estep 
Score: -31176.408203 Penalty: 1376.170898
	Iteration 0F: 2 clusters Score -31176.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29960.509766 Penalty: 2752.341797
	Iteration 0F: 3 clusters Score -29960.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -30071.503906 Penalty: 2752.341797
	Iteration 1F: 3 clusters Score -30071.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30103.486328 Penalty: 2752.341797
	Iteration 2Q: 3 clusters Score -30103.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30113.361328 Penalty: 2752.341797
	Iteration 3Q: 3 clusters Score -30113.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30127.472656 Penalty: 2752.341797
	Iteration 4Q: 3 clusters Score -30127.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30127.472656 Penalty: 2752.341797
	Iteration 5F: 3 clusters Score -30127.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Entering Unmasked Estep 
Score: -161350.296875 Penalty: 1764.261108
	Iteration 0F: 2 clusters Score -161350.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -159291.765625 Penalty: 3528.522217
	Iteration 0F: 3 clusters Score -159291.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -160117.953125 Penalty: 3528.522217
	Iteration 1F: 3 clusters Score -160118 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -161082.828125 Penalty: 3528.522217
	Iteration 2F: 3 clusters Score -161082.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -161903.062500 Penalty: 3528.522217
	Iteration 3F: 3 clusters Score -161903.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -162288.953125 Penalty: 3528.522217
	Iteration 4F: 3 clusters Score -162289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -162496.578125 Penalty: 3528.522217
	Iteration 5Q: 3 clusters Score -162496.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -162575.140625 Penalty: 3528.522217
	Iteration 6Q: 3 clusters Score -162575.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -162617.140625 Penalty: 3528.522217
	Iteration 7Q: 3 clusters Score -162617.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -162654.687500 Penalty: 3528.522217
	Iteration 8Q: 3 clusters Score -162654.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -162692.828125 Penalty: 3528.522217
	Iteration 9Q: 3 clusters Score -162692.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -162725.781250 Penalty: 3528.522217
	Iteration 10Q: 3 clusters Score -162725.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -162755.750000 Penalty: 3528.522217
	Iteration 11Q: 3 clusters Score -162755.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -162784.093750 Penalty: 3528.522217
	Iteration 12Q: 3 clusters Score -162784.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -162798.437500 Penalty: 3528.522217
	Iteration 13Q: 3 clusters Score -162798.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -162804.140625 Penalty: 3528.522217
	Iteration 14Q: 3 clusters Score -162804.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -162810.328125 Penalty: 3528.522217
	Iteration 15Q: 3 clusters Score -162810.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -162812.093750 Penalty: 3528.522217
	Iteration 16Q: 3 clusters Score -162812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -162812.093750 Penalty: 3528.522217
	Iteration 17F: 3 clusters Score -162812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 275212 members 
Mstep: Class 2 contains 29229 members 
Mstep: Class 3 contains 15093 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 32418 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 37770 members 
Mstep: Class 8 contains 25926 members 
Mstep: Class 9 contains 167461 members 
Mstep: Class 10 contains 141101 members 
Mstep: Class 11 contains 30456 members 
Mstep: Class 12 contains 42280 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 24191 members 
Mstep: Class 17 contains 16715 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 2099 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 10299 members 
Mstep: Class 22 contains 1141 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 490 members 
Entering Unmasked Estep 
Score: -122198200.000000 Penalty: 81647.750000
Splitting cluster 15 changes total score from -122194184.000000 to -122198200.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 16 (24191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Entering Unmasked Estep 
Score: -3339501.250000 Penalty: 2503.246338
	Iteration 0F: 2 clusters Score -3339501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3322714.000000 Penalty: 5006.492676
	Iteration 0F: 3 clusters Score -3322714 nChanged 10841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -3328523.500000 Penalty: 5006.492676
	Iteration 1F: 3 clusters Score -3328524 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -3329006.500000 Penalty: 5006.492676
	Iteration 2F: 3 clusters Score -3329006 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -3329461.250000 Penalty: 5006.492676
	Iteration 3Q: 3 clusters Score -3329461 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3329922.250000 Penalty: 5006.492676
	Iteration 4Q: 3 clusters Score -3329922 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3330402.000000 Penalty: 5006.492676
	Iteration 5Q: 3 clusters Score -3330402 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -3330990.750000 Penalty: 5006.492676
	Iteration 6Q: 3 clusters Score -3330991 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3331752.500000 Penalty: 5006.492676
	Iteration 7F: 3 clusters Score -3331752 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -3332768.000000 Penalty: 5006.492676
	Iteration 8F: 3 clusters Score -3332768 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3333927.250000 Penalty: 5006.492676
	Iteration 9F: 3 clusters Score -3333927 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -3335032.500000 Penalty: 5006.492676
	Iteration 10F: 3 clusters Score -3335032 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -3335893.000000 Penalty: 5006.492676
	Iteration 11Q: 3 clusters Score -3335893 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3336485.750000 Penalty: 5006.492676
	Iteration 12Q: 3 clusters Score -3336486 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3336853.500000 Penalty: 5006.492676
	Iteration 13Q: 3 clusters Score -3336854 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -3337067.500000 Penalty: 5006.492676
	Iteration 14Q: 3 clusters Score -3337068 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3337190.000000 Penalty: 5006.492676
	Iteration 15Q: 3 clusters Score -3337190 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3337280.000000 Penalty: 5006.492676
	Iteration 16Q: 3 clusters Score -3337280 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3337341.750000 Penalty: 5006.492676
	Iteration 17Q: 3 clusters Score -3337342 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -3337382.500000 Penalty: 5006.492676
	Iteration 18Q: 3 clusters Score -3337382 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -3337421.750000 Penalty: 5006.492676
	Iteration 19Q: 3 clusters Score -3337422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3337445.500000 Penalty: 5006.492676
	Iteration 20F: 3 clusters Score -3337446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3337468.250000 Penalty: 5006.492676
	Iteration 21Q: 3 clusters Score -3337468 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -3337479.750000 Penalty: 5006.492676
	Iteration 22Q: 3 clusters Score -3337480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3337486.500000 Penalty: 5006.492676
	Iteration 23Q: 3 clusters Score -3337486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3337492.000000 Penalty: 5006.492676
	Iteration 24Q: 3 clusters Score -3337492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3337496.750000 Penalty: 5006.492676
	Iteration 25Q: 3 clusters Score -3337497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3337500.750000 Penalty: 5006.492676
	Iteration 26Q: 3 clusters Score -3337501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3337503.500000 Penalty: 5006.492676
	Iteration 27Q: 3 clusters Score -3337504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22991 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3337505.500000 Penalty: 5006.492676
	Iteration 28Q: 3 clusters Score -3337506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3337500.000000 Penalty: 5006.492676
	Iteration 29Q: 3 clusters Score -3337500 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3337507.750000 Penalty: 5006.492676
	Iteration 30Q: 3 clusters Score -3337508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3337508.250000 Penalty: 5006.492676
	Iteration 31Q: 3 clusters Score -3337508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3337508.500000 Penalty: 5006.492676
	Iteration 32Q: 3 clusters Score -3337508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3337511.750000 Penalty: 5006.492676
	Iteration 33Q: 3 clusters Score -3337512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3337514.250000 Penalty: 5006.492676
	Iteration 34Q: 3 clusters Score -3337514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -3337518.000000 Penalty: 5006.492676
	Iteration 35Q: 3 clusters Score -3337518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -3337517.750000 Penalty: 5006.492676
	Iteration 36Q: 3 clusters Score -3337518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3337516.250000 Penalty: 5006.492676
	Iteration 37Q: 3 clusters Score -3337516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3337520.250000 Penalty: 5006.492676
	Iteration 38Q: 3 clusters Score -3337520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3337518.500000 Penalty: 5006.492676
	Iteration 39Q: 3 clusters Score -3337518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3337517.750000 Penalty: 5006.492676
	Iteration 40F: 3 clusters Score -3337518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3337516.500000 Penalty: 5006.492676
	Iteration 41Q: 3 clusters Score -3337516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -3337518.000000 Penalty: 5006.492676
	Iteration 42Q: 3 clusters Score -3337518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3337517.500000 Penalty: 5006.492676
	Iteration 43Q: 3 clusters Score -3337518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3337517.500000 Penalty: 5006.492676
	Iteration 44Q: 3 clusters Score -3337518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3337516.500000 Penalty: 5006.492676
	Iteration 45Q: 3 clusters Score -3337516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3337518.000000 Penalty: 5006.492676
	Iteration 46Q: 3 clusters Score -3337518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3337520.750000 Penalty: 5006.492676
	Iteration 47Q: 3 clusters Score -3337521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3337520.750000 Penalty: 5006.492676
	Iteration 48F: 3 clusters Score -3337521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Entering Unmasked Estep 
Score: -2245820.000000 Penalty: 2411.567383
	Iteration 0F: 2 clusters Score -2245820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2233834.750000 Penalty: 4823.134766
	Iteration 0F: 3 clusters Score -2233835 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2237771.250000 Penalty: 4823.134766
	Iteration 1F: 3 clusters Score -2237771 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2238179.750000 Penalty: 4823.134766
	Iteration 2F: 3 clusters Score -2238180 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2238593.750000 Penalty: 4823.134766
	Iteration 3F: 3 clusters Score -2238594 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -2239044.000000 Penalty: 4823.134766
	Iteration 4Q: 3 clusters Score -2239044 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2239712.500000 Penalty: 4823.134766
	Iteration 5F: 3 clusters Score -2239712 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2240569.750000 Penalty: 4823.134766
	Iteration 6F: 3 clusters Score -2240570 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2241468.750000 Penalty: 4823.134766
	Iteration 7F: 3 clusters Score -2241469 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2242263.250000 Penalty: 4823.134766
	Iteration 8F: 3 clusters Score -2242263 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2242847.500000 Penalty: 4823.134766
	Iteration 9Q: 3 clusters Score -2242848 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2243281.750000 Penalty: 4823.134766
	Iteration 10Q: 3 clusters Score -2243282 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -2243630.750000 Penalty: 4823.134766
	Iteration 11Q: 3 clusters Score -2243631 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2243943.250000 Penalty: 4823.134766
	Iteration 12Q: 3 clusters Score -2243943 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2244193.750000 Penalty: 4823.134766
	Iteration 13Q: 3 clusters Score -2244194 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -2244351.500000 Penalty: 4823.134766
	Iteration 14Q: 3 clusters Score -2244352 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -2244477.750000 Penalty: 4823.134766
	Iteration 15Q: 3 clusters Score -2244478 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2244547.000000 Penalty: 4823.134766
	Iteration 16Q: 3 clusters Score -2244547 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2244589.750000 Penalty: 4823.134766
	Iteration 17Q: 3 clusters Score -2244590 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2244607.500000 Penalty: 4823.134766
	Iteration 18Q: 3 clusters Score -2244608 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2244622.750000 Penalty: 4823.134766
	Iteration 19Q: 3 clusters Score -2244623 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2244632.500000 Penalty: 4823.134766
	Iteration 20F: 3 clusters Score -2244632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2244635.000000 Penalty: 4823.134766
	Iteration 21Q: 3 clusters Score -2244635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2244643.500000 Penalty: 4823.134766
	Iteration 22Q: 3 clusters Score -2244644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2244647.500000 Penalty: 4823.134766
	Iteration 23Q: 3 clusters Score -2244648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2244652.750000 Penalty: 4823.134766
	Iteration 24Q: 3 clusters Score -2244653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2244658.500000 Penalty: 4823.134766
	Iteration 25Q: 3 clusters Score -2244658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2244656.000000 Penalty: 4823.134766
	Iteration 26Q: 3 clusters Score -2244656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2244655.500000 Penalty: 4823.134766
	Iteration 27Q: 3 clusters Score -2244656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2244659.500000 Penalty: 4823.134766
	Iteration 28Q: 3 clusters Score -2244660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2244660.500000 Penalty: 4823.134766
	Iteration 29Q: 3 clusters Score -2244660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2244655.500000 Penalty: 4823.134766
	Iteration 30Q: 3 clusters Score -2244656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2244657.000000 Penalty: 4823.134766
	Iteration 31Q: 3 clusters Score -2244657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2244653.750000 Penalty: 4823.134766
	Iteration 32Q: 3 clusters Score -2244654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2244657.000000 Penalty: 4823.134766
	Iteration 33Q: 3 clusters Score -2244657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2244658.250000 Penalty: 4823.134766
	Iteration 34Q: 3 clusters Score -2244658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2244657.000000 Penalty: 4823.134766
	Iteration 35Q: 3 clusters Score -2244657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2244656.750000 Penalty: 4823.134766
	Iteration 36Q: 3 clusters Score -2244657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2244657.500000 Penalty: 4823.134766
	Iteration 37Q: 3 clusters Score -2244658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2244659.000000 Penalty: 4823.134766
	Iteration 38Q: 3 clusters Score -2244659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2244657.750000 Penalty: 4823.134766
	Iteration 39Q: 3 clusters Score -2244658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2244657.750000 Penalty: 4823.134766
	Iteration 40F: 3 clusters Score -2244658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Entering Unmasked Estep 
Score: -1052845.000000 Penalty: 2210.159668
	Iteration 0F: 2 clusters Score -1052845 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 3710 members 
Entering Unmasked Estep 
Score: -1046738.250000 Penalty: 4420.319336
	Iteration 0F: 3 clusters Score -1046738 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1048327.937500 Penalty: 4420.319336
	Iteration 1F: 3 clusters Score -1048328 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1048599.375000 Penalty: 4420.319336
	Iteration 2F: 3 clusters Score -1048599 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1048839.500000 Penalty: 4420.319336
	Iteration 3F: 3 clusters Score -1048840 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1049079.000000 Penalty: 4420.319336
	Iteration 4Q: 3 clusters Score -1049079 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1049325.375000 Penalty: 4420.319336
	Iteration 5Q: 3 clusters Score -1049325 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1049599.750000 Penalty: 4420.319336
	Iteration 6Q: 3 clusters Score -1049600 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1049918.625000 Penalty: 4420.319336
	Iteration 7F: 3 clusters Score -1049919 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1050270.500000 Penalty: 4420.319336
	Iteration 8F: 3 clusters Score -1050270 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1050628.875000 Penalty: 4420.319336
	Iteration 9F: 3 clusters Score -1050629 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1050975.875000 Penalty: 4420.319336
	Iteration 10F: 3 clusters Score -1050976 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1051264.125000 Penalty: 4420.319336
	Iteration 11Q: 3 clusters Score -1051264 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1051511.750000 Penalty: 4420.319336
	Iteration 12Q: 3 clusters Score -1051512 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1051706.500000 Penalty: 4420.319336
	Iteration 13Q: 3 clusters Score -1051706 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1051859.625000 Penalty: 4420.319336
	Iteration 14Q: 3 clusters Score -1051860 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1051990.625000 Penalty: 4420.319336
	Iteration 15Q: 3 clusters Score -1051991 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1052073.125000 Penalty: 4420.319336
	Iteration 16Q: 3 clusters Score -1052073 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1052125.000000 Penalty: 4420.319336
	Iteration 17Q: 3 clusters Score -1052125 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1052166.625000 Penalty: 4420.319336
	Iteration 18Q: 3 clusters Score -1052167 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1052197.250000 Penalty: 4420.319336
	Iteration 19Q: 3 clusters Score -1052197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1052227.625000 Penalty: 4420.319336
	Iteration 20F: 3 clusters Score -1052228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1052242.625000 Penalty: 4420.319336
	Iteration 21Q: 3 clusters Score -1052243 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1052261.250000 Penalty: 4420.319336
	Iteration 22Q: 3 clusters Score -1052261 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1052283.625000 Penalty: 4420.319336
	Iteration 23Q: 3 clusters Score -1052284 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1052310.875000 Penalty: 4420.319336
	Iteration 24Q: 3 clusters Score -1052311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1052348.375000 Penalty: 4420.319336
	Iteration 25Q: 3 clusters Score -1052348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1052404.625000 Penalty: 4420.319336
	Iteration 26Q: 3 clusters Score -1052405 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1052461.625000 Penalty: 4420.319336
	Iteration 27Q: 3 clusters Score -1052462 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1052500.375000 Penalty: 4420.319336
	Iteration 28Q: 3 clusters Score -1052500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1052519.250000 Penalty: 4420.319336
	Iteration 29Q: 3 clusters Score -1052519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1052522.375000 Penalty: 4420.319336
	Iteration 30Q: 3 clusters Score -1052522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1052527.125000 Penalty: 4420.319336
	Iteration 31Q: 3 clusters Score -1052527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1052528.125000 Penalty: 4420.319336
	Iteration 32Q: 3 clusters Score -1052528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1052530.500000 Penalty: 4420.319336
	Iteration 33Q: 3 clusters Score -1052530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1052530.750000 Penalty: 4420.319336
	Iteration 34Q: 3 clusters Score -1052531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1052532.375000 Penalty: 4420.319336
	Iteration 35Q: 3 clusters Score -1052532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1052532.250000 Penalty: 4420.319336
	Iteration 36Q: 3 clusters Score -1052532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1052533.625000 Penalty: 4420.319336
	Iteration 37Q: 3 clusters Score -1052534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1052531.250000 Penalty: 4420.319336
	Iteration 38Q: 3 clusters Score -1052531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1052534.875000 Penalty: 4420.319336
	Iteration 39Q: 3 clusters Score -1052535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1052537.500000 Penalty: 4420.319336
	Iteration 40F: 3 clusters Score -1052538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1052538.750000 Penalty: 4420.319336
	Iteration 41Q: 3 clusters Score -1052539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1052538.625000 Penalty: 4420.319336
	Iteration 42Q: 3 clusters Score -1052539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1052538.625000 Penalty: 4420.319336
	Iteration 43F: 3 clusters Score -1052539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Entering Unmasked Estep 
Score: -249034.875000 Penalty: 1897.005615
	Iteration 0F: 2 clusters Score -249034.9 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 1067 members 
Entering Unmasked Estep 
Score: -246646.640625 Penalty: 3794.011230
	Iteration 0F: 3 clusters Score -246646.6 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -250339.156250 Penalty: 3794.011230
	Iteration 1F: 3 clusters Score -250339.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -253634.437500 Penalty: 3794.011230
	Iteration 2F: 3 clusters Score -253634.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -254055.921875 Penalty: 3794.011230
	Iteration 3F: 3 clusters Score -254055.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -254253.437500 Penalty: 3794.011230
	Iteration 4Q: 3 clusters Score -254253.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -254527.984375 Penalty: 3794.011230
	Iteration 5Q: 3 clusters Score -254528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -254648.031250 Penalty: 3794.011230
	Iteration 6Q: 3 clusters Score -254648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -254904.750000 Penalty: 3794.011230
	Iteration 7Q: 3 clusters Score -254904.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -255227.703125 Penalty: 3794.011230
	Iteration 8Q: 3 clusters Score -255227.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -255889.843750 Penalty: 3794.011230
	Iteration 9Q: 3 clusters Score -255889.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -255991.531250 Penalty: 3794.011230
	Iteration 10Q: 3 clusters Score -255991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -256009.046875 Penalty: 3794.011230
	Iteration 11Q: 3 clusters Score -256009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -256018.593750 Penalty: 3794.011230
	Iteration 12Q: 3 clusters Score -256018.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -256020.609375 Penalty: 3794.011230
	Iteration 13Q: 3 clusters Score -256020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -256020.609375 Penalty: 3794.011230
	Iteration 14F: 3 clusters Score -256020.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 275212 members 
Mstep: Class 2 contains 29229 members 
Mstep: Class 3 contains 15093 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 32418 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 37770 members 
Mstep: Class 8 contains 25926 members 
Mstep: Class 9 contains 167461 members 
Mstep: Class 10 contains 141101 members 
Mstep: Class 11 contains 30456 members 
Mstep: Class 12 contains 42280 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 24191 members 
Mstep: Class 17 contains 16715 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 10299 members 
Mstep: Class 22 contains 1141 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 667 members 
Entering Unmasked Estep 
Score: -122203768.000000 Penalty: 85049.742188
Splitting cluster 19 changes total score from -122194184.000000 to -122203768.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Entering Unmasked Estep 
Score: -99782.593750 Penalty: 1651.504883
	Iteration 0F: 2 clusters Score -99782.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -98053.843750 Penalty: 3303.009766
	Iteration 0F: 3 clusters Score -98053.84 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98486.421875 Penalty: 3303.009766
	Iteration 1F: 3 clusters Score -98486.42 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -98752.671875 Penalty: 3303.009766
	Iteration 2F: 3 clusters Score -98752.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -99053.601562 Penalty: 3303.009766
	Iteration 3F: 3 clusters Score -99053.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -99330.500000 Penalty: 3303.009766
	Iteration 4F: 3 clusters Score -99330.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -99495.265625 Penalty: 3303.009766
	Iteration 5Q: 3 clusters Score -99495.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -99608.960938 Penalty: 3303.009766
	Iteration 6Q: 3 clusters Score -99608.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -99682.171875 Penalty: 3303.009766
	Iteration 7Q: 3 clusters Score -99682.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -99737.500000 Penalty: 3303.009766
	Iteration 8Q: 3 clusters Score -99737.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -99748.109375 Penalty: 3303.009766
	Iteration 9Q: 3 clusters Score -99748.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -99754.695312 Penalty: 3303.009766
	Iteration 10Q: 3 clusters Score -99754.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -99765.210938 Penalty: 3303.009766
	Iteration 11Q: 3 clusters Score -99765.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -99773.234375 Penalty: 3303.009766
	Iteration 12Q: 3 clusters Score -99773.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -99779.421875 Penalty: 3303.009766
	Iteration 13Q: 3 clusters Score -99779.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -99782.585938 Penalty: 3303.009766
	Iteration 14Q: 3 clusters Score -99782.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -99788.343750 Penalty: 3303.009766
	Iteration 15Q: 3 clusters Score -99788.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -99792.132812 Penalty: 3303.009766
	Iteration 16Q: 3 clusters Score -99792.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -99793.414062 Penalty: 3303.009766
	Iteration 17Q: 3 clusters Score -99793.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -99793.414062 Penalty: 3303.009766
	Iteration 18F: 3 clusters Score -99793.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 275212 members 
Mstep: Class 2 contains 29229 members 
Mstep: Class 3 contains 15093 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 32418 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 37770 members 
Mstep: Class 8 contains 25926 members 
Mstep: Class 9 contains 167461 members 
Mstep: Class 10 contains 141101 members 
Mstep: Class 11 contains 30456 members 
Mstep: Class 12 contains 42280 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 24191 members 
Mstep: Class 17 contains 16715 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 21 contains 10299 members 
Mstep: Class 22 contains 1141 members 
Mstep: Class 23 contains 28656 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 667 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
Score: -122201920.000000 Penalty: 88451.726562
Splitting cluster 20 changes total score from -122194184.000000 to -122201920.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (1141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Entering Unmasked Estep 
Score: -137462.296875 Penalty: 1745.835815
	Iteration 0F: 2 clusters Score -137462.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -135499.875000 Penalty: 3491.671631
	Iteration 0F: 3 clusters Score -135499.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135976.000000 Penalty: 3491.671631
	Iteration 1F: 3 clusters Score -135976 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -136306.093750 Penalty: 3491.671631
	Iteration 2F: 3 clusters Score -136306.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -136695.656250 Penalty: 3491.671631
	Iteration 3F: 3 clusters Score -136695.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -136988.671875 Penalty: 3491.671631
	Iteration 4F: 3 clusters Score -136988.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -137132.062500 Penalty: 3491.671631
	Iteration 5F: 3 clusters Score -137132.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -137192.000000 Penalty: 3491.671631
	Iteration 6Q: 3 clusters Score -137192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -137229.140625 Penalty: 3491.671631
	Iteration 7Q: 3 clusters Score -137229.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -137254.234375 Penalty: 3491.671631
	Iteration 8Q: 3 clusters Score -137254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -137272.734375 Penalty: 3491.671631
	Iteration 9Q: 3 clusters Score -137272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -137277.812500 Penalty: 3491.671631
	Iteration 10Q: 3 clusters Score -137277.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -137279.843750 Penalty: 3491.671631
	Iteration 11Q: 3 clusters Score -137279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -137280.671875 Penalty: 3491.671631
	Iteration 12Q: 3 clusters Score -137280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -137280.671875 Penalty: 3491.671631
	Iteration 13F: 3 clusters Score -137280.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28656 members 
Entering Unmasked Estep 
Score: -3872716.500000 Penalty: 2545.253174
	Iteration 0F: 2 clusters Score -3872716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -3852999.500000 Penalty: 5090.506348
	Iteration 0F: 3 clusters Score -3853000 nChanged 13018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -3859926.000000 Penalty: 5090.506348
	Iteration 1F: 3 clusters Score -3859926 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -3860348.250000 Penalty: 5090.506348
	Iteration 2Q: 3 clusters Score -3860348 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -3860656.750000 Penalty: 5090.506348
	Iteration 3Q: 3 clusters Score -3860657 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3860962.250000 Penalty: 5090.506348
	Iteration 4Q: 3 clusters Score -3860962 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -3861258.250000 Penalty: 5090.506348
	Iteration 5Q: 3 clusters Score -3861258 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -3861611.750000 Penalty: 5090.506348
	Iteration 6Q: 3 clusters Score -3861612 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -3861943.750000 Penalty: 5090.506348
	Iteration 7Q: 3 clusters Score -3861944 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -3862398.500000 Penalty: 5090.506348
	Iteration 8Q: 3 clusters Score -3862398 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -3862991.000000 Penalty: 5090.506348
	Iteration 9Q: 3 clusters Score -3862991 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3863578.250000 Penalty: 5090.506348
	Iteration 10Q: 3 clusters Score -3863578 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -3864143.000000 Penalty: 5090.506348
	Iteration 11Q: 3 clusters Score -3864143 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -3864604.000000 Penalty: 5090.506348
	Iteration 12Q: 3 clusters Score -3864604 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -3864979.250000 Penalty: 5090.506348
	Iteration 13Q: 3 clusters Score -3864979 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3865293.250000 Penalty: 5090.506348
	Iteration 14Q: 3 clusters Score -3865293 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -3865563.250000 Penalty: 5090.506348
	Iteration 15Q: 3 clusters Score -3865563 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -3865777.000000 Penalty: 5090.506348
	Iteration 16Q: 3 clusters Score -3865777 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -3866017.500000 Penalty: 5090.506348
	Iteration 17Q: 3 clusters Score -3866018 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -3866225.000000 Penalty: 5090.506348
	Iteration 18Q: 3 clusters Score -3866225 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3866418.000000 Penalty: 5090.506348
	Iteration 19Q: 3 clusters Score -3866418 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3866614.000000 Penalty: 5090.506348
	Iteration 20F: 3 clusters Score -3866614 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3866857.750000 Penalty: 5090.506348
	Iteration 21Q: 3 clusters Score -3866858 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -3867102.000000 Penalty: 5090.506348
	Iteration 22Q: 3 clusters Score -3867102 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3867410.500000 Penalty: 5090.506348
	Iteration 23Q: 3 clusters Score -3867410 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -3867745.000000 Penalty: 5090.506348
	Iteration 24Q: 3 clusters Score -3867745 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -3868095.000000 Penalty: 5090.506348
	Iteration 25Q: 3 clusters Score -3868095 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -3868412.750000 Penalty: 5090.506348
	Iteration 26Q: 3 clusters Score -3868413 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -3868766.250000 Penalty: 5090.506348
	Iteration 27Q: 3 clusters Score -3868766 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -3869110.750000 Penalty: 5090.506348
	Iteration 28Q: 3 clusters Score -3869111 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -3869362.750000 Penalty: 5090.506348
	Iteration 29Q: 3 clusters Score -3869363 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -3869590.000000 Penalty: 5090.506348
	Iteration 30Q: 3 clusters Score -3869590 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -3869764.750000 Penalty: 5090.506348
	Iteration 31Q: 3 clusters Score -3869765 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3869931.500000 Penalty: 5090.506348
	Iteration 32Q: 3 clusters Score -3869932 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3870071.500000 Penalty: 5090.506348
	Iteration 33Q: 3 clusters Score -3870072 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 27276 members 
Entering Unmasked Estep 
Score: -3870177.250000 Penalty: 5090.506348
	Iteration 34Q: 3 clusters Score -3870177 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3870280.000000 Penalty: 5090.506348
	Iteration 35Q: 3 clusters Score -3870280 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3870347.250000 Penalty: 5090.506348
	Iteration 36Q: 3 clusters Score -3870347 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3870387.500000 Penalty: 5090.506348
	Iteration 37Q: 3 clusters Score -3870388 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -3870417.750000 Penalty: 5090.506348
	Iteration 38Q: 3 clusters Score -3870418 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -3870449.750000 Penalty: 5090.506348
	Iteration 39Q: 3 clusters Score -3870450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -3870479.750000 Penalty: 5090.506348
	Iteration 40F: 3 clusters Score -3870480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3870504.250000 Penalty: 5090.506348
	Iteration 41Q: 3 clusters Score -3870504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3870523.250000 Penalty: 5090.506348
	Iteration 42Q: 3 clusters Score -3870523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -3870538.000000 Penalty: 5090.506348
	Iteration 43Q: 3 clusters Score -3870538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 27892 members 
Entering Unmasked Estep 
Score: -3870537.250000 Penalty: 5090.506348
	Iteration 44Q: 3 clusters Score -3870537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -3870544.250000 Penalty: 5090.506348
	Iteration 45Q: 3 clusters Score -3870544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -3870550.250000 Penalty: 5090.506348
	Iteration 46Q: 3 clusters Score -3870550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -3870554.250000 Penalty: 5090.506348
	Iteration 47Q: 3 clusters Score -3870554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3870558.000000 Penalty: 5090.506348
	Iteration 48Q: 3 clusters Score -3870558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -3870562.500000 Penalty: 5090.506348
	Iteration 49Q: 3 clusters Score -3870562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3870565.500000 Penalty: 5090.506348
	Iteration 50Q: 3 clusters Score -3870566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -3870565.500000 Penalty: 5090.506348
	Iteration 51Q: 3 clusters Score -3870566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -3870569.000000 Penalty: 5090.506348
	Iteration 52Q: 3 clusters Score -3870569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3870574.000000 Penalty: 5090.506348
	Iteration 53Q: 3 clusters Score -3870574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -3870576.500000 Penalty: 5090.506348
	Iteration 54Q: 3 clusters Score -3870576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -3870582.500000 Penalty: 5090.506348
	Iteration 55Q: 3 clusters Score -3870582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3870581.000000 Penalty: 5090.506348
	Iteration 56Q: 3 clusters Score -3870581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3870586.000000 Penalty: 5090.506348
	Iteration 57Q: 3 clusters Score -3870586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3870587.250000 Penalty: 5090.506348
	Iteration 58Q: 3 clusters Score -3870587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3870584.500000 Penalty: 5090.506348
	Iteration 59Q: 3 clusters Score -3870584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3870584.500000 Penalty: 5090.506348
	Iteration 60F: 3 clusters Score -3870584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 275212 members 
Mstep: Class 3 contains 15093 members 
Mstep: Class 4 contains 4309 members 
Mstep: Class 5 contains 32418 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 37770 members 
Mstep: Class 8 contains 25926 members 
Mstep: Class 9 contains 167461 members 
Mstep: Class 10 contains 141101 members 
Mstep: Class 11 contains 30456 members 
Mstep: Class 12 contains 42280 members 
Mstep: Class 13 contains 8054 members 
Mstep: Class 14 contains 257 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 24191 members 
Mstep: Class 17 contains 16715 members 
Mstep: Class 18 contains 7420 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 546 members 
Mstep: Class 22 contains 1141 members 
Mstep: Class 23 contains 28656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122206224.000000 Penalty: 88451.726562
Iteration 39Q: 27 clusters Score -1.222062e+08 nChanged 13323
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 274963 members 
Mstep: Class 2 contains 28616 members 
Mstep: Class 3 contains 15000 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 32527 members 
Mstep: Class 6 contains 4653 members 
Mstep: Class 7 contains 38569 members 
Mstep: Class 8 contains 25678 members 
Mstep: Class 9 contains 167581 members 
Mstep: Class 10 contains 140426 members 
Mstep: Class 11 contains 30774 members 
Mstep: Class 12 contains 42819 members 
Mstep: Class 13 contains 8086 members 
Mstep: Class 14 contains 259 members 
Mstep: Class 15 contains 990 members 
Mstep: Class 16 contains 24025 members 
Mstep: Class 17 contains 16801 members 
Mstep: Class 18 contains 7289 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 10358 members 
Mstep: Class 22 contains 1124 members 
Mstep: Class 23 contains 28702 members 
Mstep: Class 24 contains 485 members 
Mstep: Class 25 contains 665 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122211088.000000 Penalty: 88451.726562
Iteration 40F: 27 clusters Score -1.222111e+08 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 274213 members 
Mstep: Class 2 contains 28740 members 
Mstep: Class 3 contains 14893 members 
Mstep: Class 4 contains 4200 members 
Mstep: Class 5 contains 32628 members 
Mstep: Class 6 contains 4757 members 
Mstep: Class 7 contains 39541 members 
Mstep: Class 8 contains 25418 members 
Mstep: Class 9 contains 167495 members 
Mstep: Class 10 contains 139726 members 
Mstep: Class 11 contains 30383 members 
Mstep: Class 12 contains 43074 members 
Mstep: Class 13 contains 8097 members 
Mstep: Class 14 contains 263 members 
Mstep: Class 15 contains 1118 members 
Mstep: Class 16 contains 23743 members 
Mstep: Class 17 contains 16846 members 
Mstep: Class 18 contains 7167 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 11234 members 
Mstep: Class 22 contains 1100 members 
Mstep: Class 23 contains 28718 members 
Mstep: Class 24 contains 488 members 
Mstep: Class 25 contains 665 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122213944.000000 Penalty: 88451.726562
Iteration 41Q: 27 clusters Score -1.222139e+08 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 273627 members 
Mstep: Class 2 contains 28787 members 
Mstep: Class 3 contains 14801 members 
Mstep: Class 4 contains 4305 members 
Mstep: Class 5 contains 32697 members 
Mstep: Class 6 contains 4826 members 
Mstep: Class 7 contains 40384 members 
Mstep: Class 8 contains 25314 members 
Mstep: Class 9 contains 167374 members 
Mstep: Class 10 contains 139030 members 
Mstep: Class 11 contains 30127 members 
Mstep: Class 12 contains 43295 members 
Mstep: Class 13 contains 8103 members 
Mstep: Class 14 contains 265 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 23528 members 
Mstep: Class 17 contains 16876 members 
Mstep: Class 18 contains 7052 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 11975 members 
Mstep: Class 22 contains 1092 members 
Mstep: Class 23 contains 28727 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 664 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122216288.000000 Penalty: 88451.726562
Iteration 42Q: 27 clusters Score -1.222163e+08 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 273117 members 
Mstep: Class 2 contains 28831 members 
Mstep: Class 3 contains 14721 members 
Mstep: Class 4 contains 4414 members 
Mstep: Class 5 contains 32740 members 
Mstep: Class 6 contains 4892 members 
Mstep: Class 7 contains 41166 members 
Mstep: Class 8 contains 25265 members 
Mstep: Class 9 contains 167227 members 
Mstep: Class 10 contains 138365 members 
Mstep: Class 11 contains 29935 members 
Mstep: Class 12 contains 43469 members 
Mstep: Class 13 contains 8107 members 
Mstep: Class 14 contains 267 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 23292 members 
Mstep: Class 17 contains 16913 members 
Mstep: Class 18 contains 6897 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 12739 members 
Mstep: Class 22 contains 1068 members 
Mstep: Class 23 contains 28738 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 662 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217648.000000 Penalty: 88451.726562
Iteration 43Q: 27 clusters Score -1.222176e+08 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 272705 members 
Mstep: Class 2 contains 28871 members 
Mstep: Class 3 contains 14634 members 
Mstep: Class 4 contains 4526 members 
Mstep: Class 5 contains 32768 members 
Mstep: Class 6 contains 4925 members 
Mstep: Class 7 contains 41864 members 
Mstep: Class 8 contains 25209 members 
Mstep: Class 9 contains 167146 members 
Mstep: Class 10 contains 137757 members 
Mstep: Class 11 contains 29773 members 
Mstep: Class 12 contains 43588 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 271 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 23071 members 
Mstep: Class 17 contains 16947 members 
Mstep: Class 18 contains 6745 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 13454 members 
Mstep: Class 22 contains 1051 members 
Mstep: Class 23 contains 28741 members 
Mstep: Class 24 contains 489 members 
Mstep: Class 25 contains 658 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218888.000000 Penalty: 88451.726562
Iteration 44Q: 27 clusters Score -1.222189e+08 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 272198 members 
Mstep: Class 2 contains 28921 members 
Mstep: Class 3 contains 14551 members 
Mstep: Class 4 contains 4650 members 
Mstep: Class 5 contains 32811 members 
Mstep: Class 6 contains 4960 members 
Mstep: Class 7 contains 42493 members 
Mstep: Class 8 contains 25164 members 
Mstep: Class 9 contains 167080 members 
Mstep: Class 10 contains 137264 members 
Mstep: Class 11 contains 29623 members 
Mstep: Class 12 contains 43696 members 
Mstep: Class 13 contains 8117 members 
Mstep: Class 14 contains 283 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 22854 members 
Mstep: Class 17 contains 16964 members 
Mstep: Class 18 contains 6612 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 14136 members 
Mstep: Class 22 contains 1041 members 
Mstep: Class 23 contains 28745 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 646 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220456.000000 Penalty: 88451.726562
Iteration 45Q: 27 clusters Score -1.222205e+08 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 271747 members 
Mstep: Class 2 contains 28954 members 
Mstep: Class 3 contains 14477 members 
Mstep: Class 4 contains 4777 members 
Mstep: Class 5 contains 32842 members 
Mstep: Class 6 contains 4989 members 
Mstep: Class 7 contains 43034 members 
Mstep: Class 8 contains 25169 members 
Mstep: Class 9 contains 167031 members 
Mstep: Class 10 contains 136862 members 
Mstep: Class 11 contains 29490 members 
Mstep: Class 12 contains 43772 members 
Mstep: Class 13 contains 8124 members 
Mstep: Class 14 contains 325 members 
Mstep: Class 15 contains 1215 members 
Mstep: Class 16 contains 22655 members 
Mstep: Class 17 contains 16975 members 
Mstep: Class 18 contains 6469 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 14741 members 
Mstep: Class 22 contains 1022 members 
Mstep: Class 23 contains 28750 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 603 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122221504.000000 Penalty: 88451.726562
Iteration 46Q: 27 clusters Score -1.222215e+08 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 271409 members 
Mstep: Class 2 contains 28974 members 
Mstep: Class 3 contains 14388 members 
Mstep: Class 4 contains 4914 members 
Mstep: Class 5 contains 32859 members 
Mstep: Class 6 contains 5009 members 
Mstep: Class 7 contains 43512 members 
Mstep: Class 8 contains 25169 members 
Mstep: Class 9 contains 166969 members 
Mstep: Class 10 contains 136473 members 
Mstep: Class 11 contains 29380 members 
Mstep: Class 12 contains 43815 members 
Mstep: Class 13 contains 8127 members 
Mstep: Class 14 contains 343 members 
Mstep: Class 15 contains 1217 members 
Mstep: Class 16 contains 22515 members 
Mstep: Class 17 contains 17002 members 
Mstep: Class 18 contains 6331 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 15274 members 
Mstep: Class 22 contains 1004 members 
Mstep: Class 23 contains 28755 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 584 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122222832.000000 Penalty: 88451.726562
Iteration 47Q: 27 clusters Score -1.222228e+08 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 271140 members 
Mstep: Class 2 contains 28974 members 
Mstep: Class 3 contains 14288 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 32876 members 
Mstep: Class 6 contains 5034 members 
Mstep: Class 7 contains 43936 members 
Mstep: Class 8 contains 25173 members 
Mstep: Class 9 contains 166945 members 
Mstep: Class 10 contains 136124 members 
Mstep: Class 11 contains 29288 members 
Mstep: Class 12 contains 43852 members 
Mstep: Class 13 contains 8131 members 
Mstep: Class 14 contains 347 members 
Mstep: Class 15 contains 1218 members 
Mstep: Class 16 contains 22382 members 
Mstep: Class 17 contains 17013 members 
Mstep: Class 18 contains 6202 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 15741 members 
Mstep: Class 22 contains 997 members 
Mstep: Class 23 contains 28760 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 579 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122223504.000000 Penalty: 88451.726562
Iteration 48Q: 27 clusters Score -1.222235e+08 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 270872 members 
Mstep: Class 2 contains 28955 members 
Mstep: Class 3 contains 14215 members 
Mstep: Class 4 contains 5129 members 
Mstep: Class 5 contains 32890 members 
Mstep: Class 6 contains 5040 members 
Mstep: Class 7 contains 44351 members 
Mstep: Class 8 contains 25182 members 
Mstep: Class 9 contains 166938 members 
Mstep: Class 10 contains 135814 members 
Mstep: Class 11 contains 29230 members 
Mstep: Class 12 contains 43867 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 352 members 
Mstep: Class 15 contains 1220 members 
Mstep: Class 16 contains 22246 members 
Mstep: Class 17 contains 17016 members 
Mstep: Class 18 contains 6087 members 
Mstep: Class 19 contains 1445 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 16151 members 
Mstep: Class 22 contains 993 members 
Mstep: Class 23 contains 28771 members 
Mstep: Class 24 contains 490 members 
Mstep: Class 25 contains 574 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122223656.000000 Penalty: 88451.726562
Iteration 49Q: 27 clusters Score -1.222237e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 270599 members 
Mstep: Class 2 contains 28920 members 
Mstep: Class 3 contains 14166 members 
Mstep: Class 4 contains 5219 members 
Mstep: Class 5 contains 32903 members 
Mstep: Class 6 contains 5032 members 
Mstep: Class 7 contains 44743 members 
Mstep: Class 8 contains 25196 members 
Mstep: Class 9 contains 166899 members 
Mstep: Class 10 contains 135548 members 
Mstep: Class 11 contains 29198 members 
Mstep: Class 12 contains 43875 members 
Mstep: Class 13 contains 8127 members 
Mstep: Class 14 contains 357 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 22167 members 
Mstep: Class 17 contains 17010 members 
Mstep: Class 18 contains 5978 members 
Mstep: Class 19 contains 1444 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 16522 members 
Mstep: Class 22 contains 991 members 
Mstep: Class 23 contains 28779 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 573 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122223864.000000 Penalty: 88451.726562
Iteration 50Q: 27 clusters Score -1.222239e+08 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 270339 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 14132 members 
Mstep: Class 4 contains 5272 members 
Mstep: Class 5 contains 32913 members 
Mstep: Class 6 contains 5033 members 
Mstep: Class 7 contains 45044 members 
Mstep: Class 8 contains 25211 members 
Mstep: Class 9 contains 166851 members 
Mstep: Class 10 contains 135325 members 
Mstep: Class 11 contains 29155 members 
Mstep: Class 12 contains 43905 members 
Mstep: Class 13 contains 8124 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 22109 members 
Mstep: Class 17 contains 17014 members 
Mstep: Class 18 contains 5898 members 
Mstep: Class 19 contains 1443 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 16865 members 
Mstep: Class 22 contains 990 members 
Mstep: Class 23 contains 28783 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 571 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224344.000000 Penalty: 88451.726562
Iteration 51Q: 27 clusters Score -1.222243e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 270184 members 
Mstep: Class 2 contains 28896 members 
Mstep: Class 3 contains 14089 members 
Mstep: Class 4 contains 5318 members 
Mstep: Class 5 contains 32922 members 
Mstep: Class 6 contains 5024 members 
Mstep: Class 7 contains 45349 members 
Mstep: Class 8 contains 25219 members 
Mstep: Class 9 contains 166808 members 
Mstep: Class 10 contains 135062 members 
Mstep: Class 11 contains 29114 members 
Mstep: Class 12 contains 43919 members 
Mstep: Class 13 contains 8124 members 
Mstep: Class 14 contains 360 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 22064 members 
Mstep: Class 17 contains 17017 members 
Mstep: Class 18 contains 5813 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 17168 members 
Mstep: Class 22 contains 988 members 
Mstep: Class 23 contains 28792 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 571 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224640.000000 Penalty: 88451.726562
Iteration 52Q: 27 clusters Score -1.222246e+08 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 269998 members 
Mstep: Class 2 contains 28880 members 
Mstep: Class 3 contains 14054 members 
Mstep: Class 4 contains 5366 members 
Mstep: Class 5 contains 32923 members 
Mstep: Class 6 contains 5030 members 
Mstep: Class 7 contains 45628 members 
Mstep: Class 8 contains 25218 members 
Mstep: Class 9 contains 166801 members 
Mstep: Class 10 contains 134855 members 
Mstep: Class 11 contains 29086 members 
Mstep: Class 12 contains 43911 members 
Mstep: Class 13 contains 8127 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 22018 members 
Mstep: Class 17 contains 17025 members 
Mstep: Class 18 contains 5741 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 17430 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 28794 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224760.000000 Penalty: 88451.726562
Iteration 53Q: 27 clusters Score -1.222248e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 269834 members 
Mstep: Class 2 contains 28881 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 5402 members 
Mstep: Class 5 contains 32927 members 
Mstep: Class 6 contains 5036 members 
Mstep: Class 7 contains 45864 members 
Mstep: Class 8 contains 25220 members 
Mstep: Class 9 contains 166780 members 
Mstep: Class 10 contains 134700 members 
Mstep: Class 11 contains 29071 members 
Mstep: Class 12 contains 43926 members 
Mstep: Class 13 contains 8129 members 
Mstep: Class 14 contains 361 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 21965 members 
Mstep: Class 17 contains 17028 members 
Mstep: Class 18 contains 5650 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 17661 members 
Mstep: Class 22 contains 980 members 
Mstep: Class 23 contains 28796 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225024.000000 Penalty: 88451.726562
Iteration 54Q: 27 clusters Score -1.22225e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 269632 members 
Mstep: Class 2 contains 28879 members 
Mstep: Class 3 contains 13996 members 
Mstep: Class 4 contains 5437 members 
Mstep: Class 5 contains 32933 members 
Mstep: Class 6 contains 5038 members 
Mstep: Class 7 contains 46101 members 
Mstep: Class 8 contains 25226 members 
Mstep: Class 9 contains 166809 members 
Mstep: Class 10 contains 134563 members 
Mstep: Class 11 contains 29054 members 
Mstep: Class 12 contains 43921 members 
Mstep: Class 13 contains 8131 members 
Mstep: Class 14 contains 362 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 21899 members 
Mstep: Class 17 contains 17029 members 
Mstep: Class 18 contains 5574 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 17867 members 
Mstep: Class 22 contains 979 members 
Mstep: Class 23 contains 28799 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 568 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225272.000000 Penalty: 88451.726562
Iteration 55Q: 27 clusters Score -1.222253e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 269465 members 
Mstep: Class 2 contains 28877 members 
Mstep: Class 3 contains 13974 members 
Mstep: Class 4 contains 5467 members 
Mstep: Class 5 contains 32937 members 
Mstep: Class 6 contains 5039 members 
Mstep: Class 7 contains 46304 members 
Mstep: Class 8 contains 25227 members 
Mstep: Class 9 contains 166824 members 
Mstep: Class 10 contains 134441 members 
Mstep: Class 11 contains 29040 members 
Mstep: Class 12 contains 43915 members 
Mstep: Class 13 contains 8134 members 
Mstep: Class 14 contains 362 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 21847 members 
Mstep: Class 17 contains 17032 members 
Mstep: Class 18 contains 5497 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 18069 members 
Mstep: Class 22 contains 977 members 
Mstep: Class 23 contains 28800 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 568 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225544.000000 Penalty: 88451.726562
Iteration 56Q: 27 clusters Score -1.222255e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 269358 members 
Mstep: Class 2 contains 28879 members 
Mstep: Class 3 contains 13960 members 
Mstep: Class 4 contains 5494 members 
Mstep: Class 5 contains 32937 members 
Mstep: Class 6 contains 5047 members 
Mstep: Class 7 contains 46520 members 
Mstep: Class 8 contains 25229 members 
Mstep: Class 9 contains 166827 members 
Mstep: Class 10 contains 134277 members 
Mstep: Class 11 contains 29028 members 
Mstep: Class 12 contains 43907 members 
Mstep: Class 13 contains 8134 members 
Mstep: Class 14 contains 363 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 21795 members 
Mstep: Class 17 contains 17033 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 18246 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 28800 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 567 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226120.000000 Penalty: 88451.726562
Iteration 57Q: 27 clusters Score -1.222261e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 269230 members 
Mstep: Class 2 contains 28873 members 
Mstep: Class 3 contains 13944 members 
Mstep: Class 4 contains 5518 members 
Mstep: Class 5 contains 32942 members 
Mstep: Class 6 contains 5046 members 
Mstep: Class 7 contains 46695 members 
Mstep: Class 8 contains 25231 members 
Mstep: Class 9 contains 166850 members 
Mstep: Class 10 contains 134194 members 
Mstep: Class 11 contains 29018 members 
Mstep: Class 12 contains 43897 members 
Mstep: Class 13 contains 8137 members 
Mstep: Class 14 contains 363 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 21739 members 
Mstep: Class 17 contains 17034 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 18402 members 
Mstep: Class 22 contains 973 members 
Mstep: Class 23 contains 28796 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 568 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226160.000000 Penalty: 88451.726562
Iteration 58Q: 27 clusters Score -1.222262e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 269105 members 
Mstep: Class 2 contains 28870 members 
Mstep: Class 3 contains 13925 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 32945 members 
Mstep: Class 6 contains 5044 members 
Mstep: Class 7 contains 46854 members 
Mstep: Class 8 contains 25239 members 
Mstep: Class 9 contains 166872 members 
Mstep: Class 10 contains 134136 members 
Mstep: Class 11 contains 29014 members 
Mstep: Class 12 contains 43892 members 
Mstep: Class 13 contains 8139 members 
Mstep: Class 14 contains 363 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 21690 members 
Mstep: Class 17 contains 17036 members 
Mstep: Class 18 contains 5261 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 18543 members 
Mstep: Class 22 contains 972 members 
Mstep: Class 23 contains 28791 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 569 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226568.000000 Penalty: 88451.726562
Iteration 59Q: 27 clusters Score -1.222266e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 268949 members 
Mstep: Class 2 contains 28867 members 
Mstep: Class 3 contains 13908 members 
Mstep: Class 4 contains 5555 members 
Mstep: Class 5 contains 32946 members 
Mstep: Class 6 contains 5045 members 
Mstep: Class 7 contains 47031 members 
Mstep: Class 8 contains 25243 members 
Mstep: Class 9 contains 166892 members 
Mstep: Class 10 contains 134097 members 
Mstep: Class 11 contains 29007 members 
Mstep: Class 12 contains 43887 members 
Mstep: Class 13 contains 8139 members 
Mstep: Class 14 contains 364 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 21651 members 
Mstep: Class 17 contains 17035 members 
Mstep: Class 18 contains 5180 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 18673 members 
Mstep: Class 22 contains 971 members 
Mstep: Class 23 contains 28789 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 568 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227272.000000 Penalty: 88451.726562
Iteration 60F: 27 clusters Score -1.222273e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 268814 members 
Mstep: Class 2 contains 28863 members 
Mstep: Class 3 contains 13901 members 
Mstep: Class 4 contains 5574 members 
Mstep: Class 5 contains 32945 members 
Mstep: Class 6 contains 5042 members 
Mstep: Class 7 contains 47186 members 
Mstep: Class 8 contains 25251 members 
Mstep: Class 9 contains 166906 members 
Mstep: Class 10 contains 134048 members 
Mstep: Class 11 contains 29001 members 
Mstep: Class 12 contains 43887 members 
Mstep: Class 13 contains 8137 members 
Mstep: Class 14 contains 426 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 21633 members 
Mstep: Class 17 contains 17035 members 
Mstep: Class 18 contains 5113 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 18770 members 
Mstep: Class 22 contains 978 members 
Mstep: Class 23 contains 28789 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 506 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228496.000000 Penalty: 88451.726562
Iteration 61Q: 27 clusters Score -1.222285e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 268694 members 
Mstep: Class 2 contains 28863 members 
Mstep: Class 3 contains 13907 members 
Mstep: Class 4 contains 5587 members 
Mstep: Class 5 contains 32945 members 
Mstep: Class 6 contains 5040 members 
Mstep: Class 7 contains 47346 members 
Mstep: Class 8 contains 25255 members 
Mstep: Class 9 contains 166928 members 
Mstep: Class 10 contains 133977 members 
Mstep: Class 11 contains 29041 members 
Mstep: Class 12 contains 43889 members 
Mstep: Class 13 contains 8137 members 
Mstep: Class 14 contains 436 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 21617 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 5068 members 
Mstep: Class 19 contains 1440 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 18848 members 
Mstep: Class 22 contains 899 members 
Mstep: Class 23 contains 28787 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 497 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228760.000000 Penalty: 88451.726562
Iteration 62Q: 27 clusters Score -1.222288e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 268606 members 
Mstep: Class 2 contains 28863 members 
Mstep: Class 3 contains 13891 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 32949 members 
Mstep: Class 6 contains 5048 members 
Mstep: Class 7 contains 47491 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166948 members 
Mstep: Class 10 contains 133903 members 
Mstep: Class 11 contains 29056 members 
Mstep: Class 12 contains 43905 members 
Mstep: Class 13 contains 8140 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 21604 members 
Mstep: Class 17 contains 17051 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 1439 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 18902 members 
Mstep: Class 22 contains 837 members 
Mstep: Class 23 contains 28791 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 494 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122228912.000000 Penalty: 88451.726562
Iteration 63Q: 27 clusters Score -1.222289e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 268555 members 
Mstep: Class 2 contains 28862 members 
Mstep: Class 3 contains 13855 members 
Mstep: Class 4 contains 5610 members 
Mstep: Class 5 contains 32952 members 
Mstep: Class 6 contains 5054 members 
Mstep: Class 7 contains 47665 members 
Mstep: Class 8 contains 25260 members 
Mstep: Class 9 contains 166961 members 
Mstep: Class 10 contains 133808 members 
Mstep: Class 11 contains 29058 members 
Mstep: Class 12 contains 43910 members 
Mstep: Class 13 contains 8140 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 21582 members 
Mstep: Class 17 contains 17054 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 1438 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 18951 members 
Mstep: Class 22 contains 806 members 
Mstep: Class 23 contains 28794 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 494 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229064.000000 Penalty: 88451.726562
Iteration 64Q: 27 clusters Score -1.222291e+08 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 268529 members 
Mstep: Class 2 contains 28853 members 
Mstep: Class 3 contains 13822 members 
Mstep: Class 4 contains 5616 members 
Mstep: Class 5 contains 32965 members 
Mstep: Class 6 contains 5055 members 
Mstep: Class 7 contains 47842 members 
Mstep: Class 8 contains 25262 members 
Mstep: Class 9 contains 166967 members 
Mstep: Class 10 contains 133707 members 
Mstep: Class 11 contains 29057 members 
Mstep: Class 12 contains 43919 members 
Mstep: Class 13 contains 8139 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 21557 members 
Mstep: Class 17 contains 17054 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 18991 members 
Mstep: Class 22 contains 786 members 
Mstep: Class 23 contains 28795 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 498 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229088.000000 Penalty: 88451.726562
Iteration 65Q: 27 clusters Score -1.222291e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 268457 members 
Mstep: Class 2 contains 28849 members 
Mstep: Class 3 contains 13796 members 
Mstep: Class 4 contains 5617 members 
Mstep: Class 5 contains 32977 members 
Mstep: Class 6 contains 5056 members 
Mstep: Class 7 contains 48000 members 
Mstep: Class 8 contains 25269 members 
Mstep: Class 9 contains 166966 members 
Mstep: Class 10 contains 133653 members 
Mstep: Class 11 contains 29041 members 
Mstep: Class 12 contains 43934 members 
Mstep: Class 13 contains 8140 members 
Mstep: Class 14 contains 440 members 
Mstep: Class 15 contains 1234 members 
Mstep: Class 16 contains 21538 members 
Mstep: Class 17 contains 17054 members 
Mstep: Class 18 contains 4925 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19023 members 
Mstep: Class 22 contains 775 members 
Mstep: Class 23 contains 28802 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 505 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229360.000000 Penalty: 88451.726562
Iteration 66Q: 27 clusters Score -1.222294e+08 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 268372 members 
Mstep: Class 2 contains 28854 members 
Mstep: Class 3 contains 13764 members 
Mstep: Class 4 contains 5620 members 
Mstep: Class 5 contains 32981 members 
Mstep: Class 6 contains 5060 members 
Mstep: Class 7 contains 48164 members 
Mstep: Class 8 contains 25270 members 
Mstep: Class 9 contains 166963 members 
Mstep: Class 10 contains 133618 members 
Mstep: Class 11 contains 29030 members 
Mstep: Class 12 contains 43946 members 
Mstep: Class 13 contains 8140 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 21514 members 
Mstep: Class 17 contains 17057 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 1419 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19048 members 
Mstep: Class 22 contains 768 members 
Mstep: Class 23 contains 28806 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 513 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229400.000000 Penalty: 88451.726562
Iteration 67Q: 27 clusters Score -1.222294e+08 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 268329 members 
Mstep: Class 2 contains 28854 members 
Mstep: Class 3 contains 13732 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 32989 members 
Mstep: Class 6 contains 5057 members 
Mstep: Class 7 contains 48323 members 
Mstep: Class 8 contains 25273 members 
Mstep: Class 9 contains 166963 members 
Mstep: Class 10 contains 133561 members 
Mstep: Class 11 contains 29018 members 
Mstep: Class 12 contains 43966 members 
Mstep: Class 13 contains 8140 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 21488 members 
Mstep: Class 17 contains 17054 members 
Mstep: Class 18 contains 4855 members 
Mstep: Class 19 contains 1411 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19073 members 
Mstep: Class 22 contains 764 members 
Mstep: Class 23 contains 28807 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 521 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122229984.000000 Penalty: 88451.726562
Iteration 68Q: 27 clusters Score -1.2223e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 268266 members 
Mstep: Class 2 contains 28857 members 
Mstep: Class 3 contains 13711 members 
Mstep: Class 4 contains 5627 members 
Mstep: Class 5 contains 32989 members 
Mstep: Class 6 contains 5053 members 
Mstep: Class 7 contains 48453 members 
Mstep: Class 8 contains 25274 members 
Mstep: Class 9 contains 166954 members 
Mstep: Class 10 contains 133552 members 
Mstep: Class 11 contains 29013 members 
Mstep: Class 12 contains 43976 members 
Mstep: Class 13 contains 8138 members 
Mstep: Class 14 contains 443 members 
Mstep: Class 15 contains 1236 members 
Mstep: Class 16 contains 21469 members 
Mstep: Class 17 contains 17056 members 
Mstep: Class 18 contains 4818 members 
Mstep: Class 19 contains 1404 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19092 members 
Mstep: Class 22 contains 762 members 
Mstep: Class 23 contains 28808 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 527 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230416.000000 Penalty: 88451.726562
Iteration 69Q: 27 clusters Score -1.222304e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 268205 members 
Mstep: Class 2 contains 28857 members 
Mstep: Class 3 contains 13700 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 32994 members 
Mstep: Class 6 contains 5047 members 
Mstep: Class 7 contains 48569 members 
Mstep: Class 8 contains 25273 members 
Mstep: Class 9 contains 166949 members 
Mstep: Class 10 contains 133548 members 
Mstep: Class 11 contains 29006 members 
Mstep: Class 12 contains 43992 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 21447 members 
Mstep: Class 17 contains 17055 members 
Mstep: Class 18 contains 4773 members 
Mstep: Class 19 contains 1402 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19118 members 
Mstep: Class 22 contains 756 members 
Mstep: Class 23 contains 28811 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230400.000000 Penalty: 88451.726562
Iteration 70Q: 27 clusters Score -1.222304e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 268139 members 
Mstep: Class 2 contains 28855 members 
Mstep: Class 3 contains 13670 members 
Mstep: Class 4 contains 5634 members 
Mstep: Class 5 contains 33005 members 
Mstep: Class 6 contains 5050 members 
Mstep: Class 7 contains 48666 members 
Mstep: Class 8 contains 25275 members 
Mstep: Class 9 contains 166942 members 
Mstep: Class 10 contains 133548 members 
Mstep: Class 11 contains 28999 members 
Mstep: Class 12 contains 44015 members 
Mstep: Class 13 contains 8135 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 1236 members 
Mstep: Class 16 contains 21427 members 
Mstep: Class 17 contains 17054 members 
Mstep: Class 18 contains 4742 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19147 members 
Mstep: Class 22 contains 750 members 
Mstep: Class 23 contains 28812 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230600.000000 Penalty: 88451.726562
Iteration 71Q: 27 clusters Score -1.222306e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 268079 members 
Mstep: Class 2 contains 28857 members 
Mstep: Class 3 contains 13628 members 
Mstep: Class 4 contains 5635 members 
Mstep: Class 5 contains 33015 members 
Mstep: Class 6 contains 5055 members 
Mstep: Class 7 contains 48786 members 
Mstep: Class 8 contains 25273 members 
Mstep: Class 9 contains 166943 members 
Mstep: Class 10 contains 133529 members 
Mstep: Class 11 contains 28993 members 
Mstep: Class 12 contains 44039 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 444 members 
Mstep: Class 15 contains 1236 members 
Mstep: Class 16 contains 21402 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4712 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19175 members 
Mstep: Class 22 contains 746 members 
Mstep: Class 23 contains 28810 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230528.000000 Penalty: 88451.726562
Iteration 72Q: 27 clusters Score -1.222305e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 268012 members 
Mstep: Class 2 contains 28854 members 
Mstep: Class 3 contains 13590 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33021 members 
Mstep: Class 6 contains 5054 members 
Mstep: Class 7 contains 48900 members 
Mstep: Class 8 contains 25278 members 
Mstep: Class 9 contains 166943 members 
Mstep: Class 10 contains 133523 members 
Mstep: Class 11 contains 28984 members 
Mstep: Class 12 contains 44057 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 1236 members 
Mstep: Class 16 contains 21386 members 
Mstep: Class 17 contains 17053 members 
Mstep: Class 18 contains 4681 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19203 members 
Mstep: Class 22 contains 742 members 
Mstep: Class 23 contains 28808 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230512.000000 Penalty: 88451.726562
Iteration 73Q: 27 clusters Score -1.222305e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 267949 members 
Mstep: Class 2 contains 28856 members 
Mstep: Class 3 contains 13563 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33022 members 
Mstep: Class 6 contains 5054 members 
Mstep: Class 7 contains 49015 members 
Mstep: Class 8 contains 25276 members 
Mstep: Class 9 contains 166924 members 
Mstep: Class 10 contains 133511 members 
Mstep: Class 11 contains 28981 members 
Mstep: Class 12 contains 44084 members 
Mstep: Class 13 contains 8137 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 21366 members 
Mstep: Class 17 contains 17055 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19235 members 
Mstep: Class 22 contains 740 members 
Mstep: Class 23 contains 28812 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230560.000000 Penalty: 88451.726562
Iteration 74Q: 27 clusters Score -1.222306e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 267876 members 
Mstep: Class 2 contains 28859 members 
Mstep: Class 3 contains 13543 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33024 members 
Mstep: Class 6 contains 5058 members 
Mstep: Class 7 contains 49126 members 
Mstep: Class 8 contains 25277 members 
Mstep: Class 9 contains 166901 members 
Mstep: Class 10 contains 133531 members 
Mstep: Class 11 contains 28976 members 
Mstep: Class 12 contains 44100 members 
Mstep: Class 13 contains 8137 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 21349 members 
Mstep: Class 17 contains 17055 members 
Mstep: Class 18 contains 4609 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19252 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 28814 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230688.000000 Penalty: 88451.726562
Iteration 75Q: 27 clusters Score -1.222307e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 267799 members 
Mstep: Class 2 contains 28860 members 
Mstep: Class 3 contains 13529 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33025 members 
Mstep: Class 6 contains 5053 members 
Mstep: Class 7 contains 49235 members 
Mstep: Class 8 contains 25277 members 
Mstep: Class 9 contains 166889 members 
Mstep: Class 10 contains 133539 members 
Mstep: Class 11 contains 28973 members 
Mstep: Class 12 contains 44114 members 
Mstep: Class 13 contains 8138 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 21333 members 
Mstep: Class 17 contains 17057 members 
Mstep: Class 18 contains 4583 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19269 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 28814 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230840.000000 Penalty: 88451.726562
Iteration 76Q: 27 clusters Score -1.222308e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 267748 members 
Mstep: Class 2 contains 28863 members 
Mstep: Class 3 contains 13508 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33026 members 
Mstep: Class 6 contains 5049 members 
Mstep: Class 7 contains 49342 members 
Mstep: Class 8 contains 25277 members 
Mstep: Class 9 contains 166871 members 
Mstep: Class 10 contains 133532 members 
Mstep: Class 11 contains 28970 members 
Mstep: Class 12 contains 44130 members 
Mstep: Class 13 contains 8137 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 21312 members 
Mstep: Class 17 contains 17057 members 
Mstep: Class 18 contains 4563 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19284 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 28818 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230816.000000 Penalty: 88451.726562
Iteration 77Q: 27 clusters Score -1.222308e+08 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 267670 members 
Mstep: Class 2 contains 28864 members 
Mstep: Class 3 contains 13490 members 
Mstep: Class 4 contains 5641 members 
Mstep: Class 5 contains 33029 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 49456 members 
Mstep: Class 8 contains 25278 members 
Mstep: Class 9 contains 166864 members 
Mstep: Class 10 contains 133519 members 
Mstep: Class 11 contains 28964 members 
Mstep: Class 12 contains 44140 members 
Mstep: Class 13 contains 8137 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 21294 members 
Mstep: Class 17 contains 17057 members 
Mstep: Class 18 contains 4552 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19301 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 28818 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122230904.000000 Penalty: 88451.726562
Iteration 78Q: 27 clusters Score -1.222309e+08 nChanged 350
Entering ConstructFrom: 
Score: -122230904.000000 Penalty: 88451.726562
Entering ConstructFrom: 
Trying to split cluster 1 (267622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267622 members 
Entering Unmasked Estep 
Score: -37410760.000000 Penalty: 3099.337891
	Iteration 0F: 2 clusters Score -3.741076e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133763 members 
Mstep: Class 2 contains 133859 members 
Entering Unmasked Estep 
Score: -37252904.000000 Penalty: 6198.675781
	Iteration 0F: 3 clusters Score -3.72529e+07 nChanged 129380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131415 members 
Mstep: Class 2 contains 136207 members 
Entering Unmasked Estep 
Score: -37329352.000000 Penalty: 6198.675781
	Iteration 1F: 3 clusters Score -3.732935e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130073 members 
Mstep: Class 2 contains 137549 members 
Entering Unmasked Estep 
Score: -37330604.000000 Penalty: 6198.675781
	Iteration 2Q: 3 clusters Score -3.73306e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127824 members 
Mstep: Class 2 contains 139798 members 
Entering Unmasked Estep 
Score: -37332472.000000 Penalty: 6198.675781
	Iteration 3Q: 3 clusters Score -3.733247e+07 nChanged 8355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124437 members 
Mstep: Class 2 contains 143185 members 
Entering Unmasked Estep 
Score: -37334600.000000 Penalty: 6198.675781
	Iteration 4Q: 3 clusters Score -3.73346e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119504 members 
Mstep: Class 2 contains 148118 members 
Entering Unmasked Estep 
Score: -37337644.000000 Penalty: 6198.675781
	Iteration 5Q: 3 clusters Score -3.733764e+07 nChanged 11869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112443 members 
Mstep: Class 2 contains 155179 members 
Entering Unmasked Estep 
Score: -37342216.000000 Penalty: 6198.675781
	Iteration 6Q: 3 clusters Score -3.734222e+07 nChanged 13964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103241 members 
Mstep: Class 2 contains 164381 members 
Entering Unmasked Estep 
Score: -37349180.000000 Penalty: 6198.675781
	Iteration 7F: 3 clusters Score -3.734918e+07 nChanged 16012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92261 members 
Mstep: Class 2 contains 175361 members 
Entering Unmasked Estep 
Score: -37359480.000000 Penalty: 6198.675781
	Iteration 8F: 3 clusters Score -3.735948e+07 nChanged 16702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81287 members 
Mstep: Class 2 contains 186335 members 
Entering Unmasked Estep 
Score: -37371760.000000 Penalty: 6198.675781
	Iteration 9F: 3 clusters Score -3.737176e+07 nChanged 15147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72452 members 
Mstep: Class 2 contains 195170 members 
Entering Unmasked Estep 
Score: -37383284.000000 Penalty: 6198.675781
	Iteration 10F: 3 clusters Score -3.738328e+07 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66299 members 
Mstep: Class 2 contains 201323 members 
Entering Unmasked Estep 
Score: -37390172.000000 Penalty: 6198.675781
	Iteration 11Q: 3 clusters Score -3.739017e+07 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 206119 members 
Entering Unmasked Estep 
Score: -37393644.000000 Penalty: 6198.675781
	Iteration 12Q: 3 clusters Score -3.739364e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57168 members 
Mstep: Class 2 contains 210454 members 
Entering Unmasked Estep 
Score: -37395356.000000 Penalty: 6198.675781
	Iteration 13Q: 3 clusters Score -3.739536e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 214451 members 
Entering Unmasked Estep 
Score: -37396572.000000 Penalty: 6198.675781
	Iteration 14Q: 3 clusters Score -3.739657e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 218275 members 
Entering Unmasked Estep 
Score: -37397832.000000 Penalty: 6198.675781
	Iteration 15Q: 3 clusters Score -3.739783e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 222021 members 
Entering Unmasked Estep 
Score: -37399188.000000 Penalty: 6198.675781
	Iteration 16Q: 3 clusters Score -3.739919e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 225762 members 
Entering Unmasked Estep 
Score: -37400680.000000 Penalty: 6198.675781
	Iteration 17Q: 3 clusters Score -3.740068e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 229461 members 
Entering Unmasked Estep 
Score: -37402020.000000 Penalty: 6198.675781
	Iteration 18Q: 3 clusters Score -3.740202e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 233038 members 
Entering Unmasked Estep 
Score: -37403288.000000 Penalty: 6198.675781
	Iteration 19Q: 3 clusters Score -3.740329e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 236553 members 
Entering Unmasked Estep 
Score: -37404640.000000 Penalty: 6198.675781
	Iteration 20F: 3 clusters Score -3.740464e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27701 members 
Mstep: Class 2 contains 239921 members 
Entering Unmasked Estep 
Score: -37406344.000000 Penalty: 6198.675781
	Iteration 21Q: 3 clusters Score -3.740634e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 243416 members 
Entering Unmasked Estep 
Score: -37407560.000000 Penalty: 6198.675781
	Iteration 22Q: 3 clusters Score -3.740756e+07 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 246826 members 
Entering Unmasked Estep 
Score: -37408372.000000 Penalty: 6198.675781
	Iteration 23Q: 3 clusters Score -3.740837e+07 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 249916 members 
Entering Unmasked Estep 
Score: -37408720.000000 Penalty: 6198.675781
	Iteration 24Q: 3 clusters Score -3.740872e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 252737 members 
Entering Unmasked Estep 
Score: -37409052.000000 Penalty: 6198.675781
	Iteration 25Q: 3 clusters Score -3.740905e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 255378 members 
Entering Unmasked Estep 
Score: -37409056.000000 Penalty: 6198.675781
	Iteration 26Q: 3 clusters Score -3.740906e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 257807 members 
Entering Unmasked Estep 
Score: -37409228.000000 Penalty: 6198.675781
	Iteration 27Q: 3 clusters Score -3.740923e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 259879 members 
Entering Unmasked Estep 
Score: -37409216.000000 Penalty: 6198.675781
	Iteration 28Q: 3 clusters Score -3.740922e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 261601 members 
Entering Unmasked Estep 
Score: -37409596.000000 Penalty: 6198.675781
	Iteration 29Q: 3 clusters Score -3.74096e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 263007 members 
Entering Unmasked Estep 
Score: -37409676.000000 Penalty: 6198.675781
	Iteration 30Q: 3 clusters Score -3.740968e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 264018 members 
Entering Unmasked Estep 
Score: -37409520.000000 Penalty: 6198.675781
	Iteration 31Q: 3 clusters Score -3.740952e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 264749 members 
Entering Unmasked Estep 
Score: -37409552.000000 Penalty: 6198.675781
	Iteration 32Q: 3 clusters Score -3.740955e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 265226 members 
Entering Unmasked Estep 
Score: -37409580.000000 Penalty: 6198.675781
	Iteration 33Q: 3 clusters Score -3.740958e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 265597 members 
Entering Unmasked Estep 
Score: -37409596.000000 Penalty: 6198.675781
	Iteration 34Q: 3 clusters Score -3.74096e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 265867 members 
Entering Unmasked Estep 
Score: -37409500.000000 Penalty: 6198.675781
	Iteration 35Q: 3 clusters Score -3.74095e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 266055 members 
Entering Unmasked Estep 
Score: -37409464.000000 Penalty: 6198.675781
	Iteration 36Q: 3 clusters Score -3.740946e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 266151 members 
Entering Unmasked Estep 
Score: -37409476.000000 Penalty: 6198.675781
	Iteration 37Q: 3 clusters Score -3.740948e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 266229 members 
Entering Unmasked Estep 
Score: -37409504.000000 Penalty: 6198.675781
	Iteration 38Q: 3 clusters Score -3.74095e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 266295 members 
Entering Unmasked Estep 
Score: -37409500.000000 Penalty: 6198.675781
	Iteration 39Q: 3 clusters Score -3.74095e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 266339 members 
Entering Unmasked Estep 
Score: -37409512.000000 Penalty: 6198.675781
	Iteration 40F: 3 clusters Score -3.740951e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 266379 members 
Entering Unmasked Estep 
Score: -37409520.000000 Penalty: 6198.675781
	Iteration 41Q: 3 clusters Score -3.740952e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 266410 members 
Entering Unmasked Estep 
Score: -37409532.000000 Penalty: 6198.675781
	Iteration 42Q: 3 clusters Score -3.740953e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 266434 members 
Entering Unmasked Estep 
Score: -37409516.000000 Penalty: 6198.675781
	Iteration 43Q: 3 clusters Score -3.740952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 266453 members 
Entering Unmasked Estep 
Score: -37409488.000000 Penalty: 6198.675781
	Iteration 44Q: 3 clusters Score -3.740949e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 266473 members 
Entering Unmasked Estep 
Score: -37409524.000000 Penalty: 6198.675781
	Iteration 45Q: 3 clusters Score -3.740952e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 266484 members 
Entering Unmasked Estep 
Score: -37409544.000000 Penalty: 6198.675781
	Iteration 46Q: 3 clusters Score -3.740954e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 266508 members 
Entering Unmasked Estep 
Score: -37409536.000000 Penalty: 6198.675781
	Iteration 47Q: 3 clusters Score -3.740954e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 266529 members 
Entering Unmasked Estep 
Score: -37409552.000000 Penalty: 6198.675781
	Iteration 48Q: 3 clusters Score -3.740955e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 266533 members 
Entering Unmasked Estep 
Score: -37409532.000000 Penalty: 6198.675781
	Iteration 49Q: 3 clusters Score -3.740953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 266539 members 
Entering Unmasked Estep 
Score: -37409540.000000 Penalty: 6198.675781
	Iteration 50Q: 3 clusters Score -3.740954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 266542 members 
Entering Unmasked Estep 
Score: -37409548.000000 Penalty: 6198.675781
	Iteration 51Q: 3 clusters Score -3.740955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 266545 members 
Entering Unmasked Estep 
Score: -37409560.000000 Penalty: 6198.675781
	Iteration 52Q: 3 clusters Score -3.740956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 266543 members 
Entering Unmasked Estep 
Score: -37409560.000000 Penalty: 6198.675781
	Iteration 53Q: 3 clusters Score -3.740956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 266540 members 
Entering Unmasked Estep 
Score: -37409556.000000 Penalty: 6198.675781
	Iteration 54Q: 3 clusters Score -3.740956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 266538 members 
Entering Unmasked Estep 
Score: -37409580.000000 Penalty: 6198.675781
	Iteration 55Q: 3 clusters Score -3.740958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 266538 members 
Entering Unmasked Estep 
Score: -37409568.000000 Penalty: 6198.675781
	Iteration 56Q: 3 clusters Score -3.740957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 266539 members 
Entering Unmasked Estep 
Score: -37409568.000000 Penalty: 6198.675781
	Iteration 57Q: 3 clusters Score -3.740957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 266539 members 
Entering Unmasked Estep 
Score: -37409580.000000 Penalty: 6198.675781
	Iteration 58Q: 3 clusters Score -3.740958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 266540 members 
Entering Unmasked Estep 
Score: -37409572.000000 Penalty: 6198.675781
	Iteration 59Q: 3 clusters Score -3.740957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 266540 members 
Entering Unmasked Estep 
Score: -37409572.000000 Penalty: 6198.675781
	Iteration 60F: 3 clusters Score -3.740957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28871 members 
Entering Unmasked Estep 
Score: -3944874.250000 Penalty: 2547.106934
	Iteration 0F: 2 clusters Score -3944874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3925156.750000 Penalty: 5094.213867
	Iteration 0F: 3 clusters Score -3925157 nChanged 12986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3932461.000000 Penalty: 5094.213867
	Iteration 1F: 3 clusters Score -3932461 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -3933170.500000 Penalty: 5094.213867
	Iteration 2F: 3 clusters Score -3933170 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3933921.750000 Penalty: 5094.213867
	Iteration 3F: 3 clusters Score -3933922 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -3934746.750000 Penalty: 5094.213867
	Iteration 4F: 3 clusters Score -3934747 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -3935592.750000 Penalty: 5094.213867
	Iteration 5F: 3 clusters Score -3935593 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -3936333.750000 Penalty: 5094.213867
	Iteration 6F: 3 clusters Score -3936334 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -3936890.250000 Penalty: 5094.213867
	Iteration 7Q: 3 clusters Score -3936890 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3937293.750000 Penalty: 5094.213867
	Iteration 8Q: 3 clusters Score -3937294 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -3937623.750000 Penalty: 5094.213867
	Iteration 9Q: 3 clusters Score -3937624 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3937847.750000 Penalty: 5094.213867
	Iteration 10Q: 3 clusters Score -3937848 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -3938022.750000 Penalty: 5094.213867
	Iteration 11Q: 3 clusters Score -3938023 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -3938177.000000 Penalty: 5094.213867
	Iteration 12Q: 3 clusters Score -3938177 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -3938337.750000 Penalty: 5094.213867
	Iteration 13Q: 3 clusters Score -3938338 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -3938457.250000 Penalty: 5094.213867
	Iteration 14Q: 3 clusters Score -3938457 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3938603.000000 Penalty: 5094.213867
	Iteration 15Q: 3 clusters Score -3938603 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -3938752.750000 Penalty: 5094.213867
	Iteration 16Q: 3 clusters Score -3938753 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -3938907.000000 Penalty: 5094.213867
	Iteration 17Q: 3 clusters Score -3938907 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -3939085.750000 Penalty: 5094.213867
	Iteration 18Q: 3 clusters Score -3939086 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -3939328.000000 Penalty: 5094.213867
	Iteration 19Q: 3 clusters Score -3939328 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3939595.000000 Penalty: 5094.213867
	Iteration 20F: 3 clusters Score -3939595 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -3939963.750000 Penalty: 5094.213867
	Iteration 21Q: 3 clusters Score -3939964 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -3940440.500000 Penalty: 5094.213867
	Iteration 22Q: 3 clusters Score -3940440 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -3940943.250000 Penalty: 5094.213867
	Iteration 23Q: 3 clusters Score -3940943 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -3941413.000000 Penalty: 5094.213867
	Iteration 24Q: 3 clusters Score -3941413 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -3941806.000000 Penalty: 5094.213867
	Iteration 25Q: 3 clusters Score -3941806 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -3942119.750000 Penalty: 5094.213867
	Iteration 26Q: 3 clusters Score -3942120 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -3942320.500000 Penalty: 5094.213867
	Iteration 27Q: 3 clusters Score -3942320 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3942473.000000 Penalty: 5094.213867
	Iteration 28Q: 3 clusters Score -3942473 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3942556.250000 Penalty: 5094.213867
	Iteration 29Q: 3 clusters Score -3942556 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3942622.750000 Penalty: 5094.213867
	Iteration 30Q: 3 clusters Score -3942623 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -3942678.500000 Penalty: 5094.213867
	Iteration 31Q: 3 clusters Score -3942678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3942710.500000 Penalty: 5094.213867
	Iteration 32Q: 3 clusters Score -3942710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -3942732.250000 Penalty: 5094.213867
	Iteration 33Q: 3 clusters Score -3942732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -3942753.750000 Penalty: 5094.213867
	Iteration 34Q: 3 clusters Score -3942754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3942777.500000 Penalty: 5094.213867
	Iteration 35Q: 3 clusters Score -3942778 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -3942792.750000 Penalty: 5094.213867
	Iteration 36Q: 3 clusters Score -3942793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -3942793.750000 Penalty: 5094.213867
	Iteration 37Q: 3 clusters Score -3942794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -3942796.500000 Penalty: 5094.213867
	Iteration 38Q: 3 clusters Score -3942796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -3942797.750000 Penalty: 5094.213867
	Iteration 39Q: 3 clusters Score -3942798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3942804.000000 Penalty: 5094.213867
	Iteration 40F: 3 clusters Score -3942804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -3942807.500000 Penalty: 5094.213867
	Iteration 41Q: 3 clusters Score -3942808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3942811.250000 Penalty: 5094.213867
	Iteration 42Q: 3 clusters Score -3942811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -3942821.500000 Penalty: 5094.213867
	Iteration 43Q: 3 clusters Score -3942822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 28169 members 
Entering Unmasked Estep 
Score: -3942817.250000 Penalty: 5094.213867
	Iteration 44Q: 3 clusters Score -3942817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3942816.750000 Penalty: 5094.213867
	Iteration 45Q: 3 clusters Score -3942817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3942819.500000 Penalty: 5094.213867
	Iteration 46Q: 3 clusters Score -3942820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3942819.000000 Penalty: 5094.213867
	Iteration 47Q: 3 clusters Score -3942819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3942822.000000 Penalty: 5094.213867
	Iteration 48Q: 3 clusters Score -3942822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -3942822.000000 Penalty: 5094.213867
	Iteration 49F: 3 clusters Score -3942822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Entering Unmasked Estep 
Score: -1757610.750000 Penalty: 2358.222656
	Iteration 0F: 2 clusters Score -1757611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1747632.000000 Penalty: 4716.445312
	Iteration 0F: 3 clusters Score -1747632 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1750810.625000 Penalty: 4716.445312
	Iteration 1F: 3 clusters Score -1750811 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1751192.625000 Penalty: 4716.445312
	Iteration 2F: 3 clusters Score -1751193 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1751465.000000 Penalty: 4716.445312
	Iteration 3Q: 3 clusters Score -1751465 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1751660.375000 Penalty: 4716.445312
	Iteration 4Q: 3 clusters Score -1751660 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1751822.750000 Penalty: 4716.445312
	Iteration 5Q: 3 clusters Score -1751823 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1751959.750000 Penalty: 4716.445312
	Iteration 6Q: 3 clusters Score -1751960 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1752057.000000 Penalty: 4716.445312
	Iteration 7Q: 3 clusters Score -1752057 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1752131.875000 Penalty: 4716.445312
	Iteration 8Q: 3 clusters Score -1752132 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1752202.500000 Penalty: 4716.445312
	Iteration 9Q: 3 clusters Score -1752202 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1752280.750000 Penalty: 4716.445312
	Iteration 10Q: 3 clusters Score -1752281 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1752346.250000 Penalty: 4716.445312
	Iteration 11Q: 3 clusters Score -1752346 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1752420.625000 Penalty: 4716.445312
	Iteration 12Q: 3 clusters Score -1752421 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1752504.500000 Penalty: 4716.445312
	Iteration 13Q: 3 clusters Score -1752504 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1752603.625000 Penalty: 4716.445312
	Iteration 14Q: 3 clusters Score -1752604 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1752721.500000 Penalty: 4716.445312
	Iteration 15Q: 3 clusters Score -1752722 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1752874.000000 Penalty: 4716.445312
	Iteration 16Q: 3 clusters Score -1752874 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1753094.750000 Penalty: 4716.445312
	Iteration 17Q: 3 clusters Score -1753095 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1753353.125000 Penalty: 4716.445312
	Iteration 18Q: 3 clusters Score -1753353 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1753621.125000 Penalty: 4716.445312
	Iteration 19Q: 3 clusters Score -1753621 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1753880.250000 Penalty: 4716.445312
	Iteration 20F: 3 clusters Score -1753880 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1754125.875000 Penalty: 4716.445312
	Iteration 21Q: 3 clusters Score -1754126 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1754322.500000 Penalty: 4716.445312
	Iteration 22Q: 3 clusters Score -1754322 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1754509.750000 Penalty: 4716.445312
	Iteration 23Q: 3 clusters Score -1754510 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1754676.375000 Penalty: 4716.445312
	Iteration 24Q: 3 clusters Score -1754676 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1754826.375000 Penalty: 4716.445312
	Iteration 25Q: 3 clusters Score -1754826 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -1754959.250000 Penalty: 4716.445312
	Iteration 26Q: 3 clusters Score -1754959 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1755086.500000 Penalty: 4716.445312
	Iteration 27Q: 3 clusters Score -1755086 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1755226.750000 Penalty: 4716.445312
	Iteration 28Q: 3 clusters Score -1755227 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1755374.875000 Penalty: 4716.445312
	Iteration 29Q: 3 clusters Score -1755375 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1755478.750000 Penalty: 4716.445312
	Iteration 30Q: 3 clusters Score -1755479 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1755564.375000 Penalty: 4716.445312
	Iteration 31Q: 3 clusters Score -1755564 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -1755654.625000 Penalty: 4716.445312
	Iteration 32Q: 3 clusters Score -1755655 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1755722.000000 Penalty: 4716.445312
	Iteration 33Q: 3 clusters Score -1755722 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1755784.500000 Penalty: 4716.445312
	Iteration 34Q: 3 clusters Score -1755784 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1755857.875000 Penalty: 4716.445312
	Iteration 35Q: 3 clusters Score -1755858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1755907.250000 Penalty: 4716.445312
	Iteration 36Q: 3 clusters Score -1755907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1755951.625000 Penalty: 4716.445312
	Iteration 37Q: 3 clusters Score -1755952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1755982.000000 Penalty: 4716.445312
	Iteration 38Q: 3 clusters Score -1755982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -1755999.500000 Penalty: 4716.445312
	Iteration 39Q: 3 clusters Score -1756000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1756032.625000 Penalty: 4716.445312
	Iteration 40F: 3 clusters Score -1756033 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1756059.125000 Penalty: 4716.445312
	Iteration 41Q: 3 clusters Score -1756059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1756070.250000 Penalty: 4716.445312
	Iteration 42Q: 3 clusters Score -1756070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1756075.000000 Penalty: 4716.445312
	Iteration 43Q: 3 clusters Score -1756075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1756080.250000 Penalty: 4716.445312
	Iteration 44Q: 3 clusters Score -1756080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -1756084.125000 Penalty: 4716.445312
	Iteration 45Q: 3 clusters Score -1756084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1756084.125000 Penalty: 4716.445312
	Iteration 46Q: 3 clusters Score -1756084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1756089.875000 Penalty: 4716.445312
	Iteration 47Q: 3 clusters Score -1756090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1756093.625000 Penalty: 4716.445312
	Iteration 48Q: 3 clusters Score -1756094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1756095.000000 Penalty: 4716.445312
	Iteration 49Q: 3 clusters Score -1756095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1756096.750000 Penalty: 4716.445312
	Iteration 50Q: 3 clusters Score -1756097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1756096.625000 Penalty: 4716.445312
	Iteration 51Q: 3 clusters Score -1756097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1756097.000000 Penalty: 4716.445312
	Iteration 52Q: 3 clusters Score -1756097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1756098.125000 Penalty: 4716.445312
	Iteration 53Q: 3 clusters Score -1756098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1756101.000000 Penalty: 4716.445312
	Iteration 54Q: 3 clusters Score -1756101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1756101.750000 Penalty: 4716.445312
	Iteration 55Q: 3 clusters Score -1756102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1756101.750000 Penalty: 4716.445312
	Iteration 56F: 3 clusters Score -1756102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Entering Unmasked Estep 
Score: -754213.500000 Penalty: 2142.222412
	Iteration 0F: 2 clusters Score -754213.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -749363.937500 Penalty: 4284.444824
	Iteration 0F: 3 clusters Score -749363.9 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -750610.937500 Penalty: 4284.444824
	Iteration 1F: 3 clusters Score -750610.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -750975.375000 Penalty: 4284.444824
	Iteration 2F: 3 clusters Score -750975.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -751331.250000 Penalty: 4284.444824
	Iteration 3F: 3 clusters Score -751331.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -751616.750000 Penalty: 4284.444824
	Iteration 4F: 3 clusters Score -751616.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -751870.062500 Penalty: 4284.444824
	Iteration 5F: 3 clusters Score -751870.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -752090.812500 Penalty: 4284.444824
	Iteration 6F: 3 clusters Score -752090.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -752256.000000 Penalty: 4284.444824
	Iteration 7Q: 3 clusters Score -752256 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -752349.312500 Penalty: 4284.444824
	Iteration 8Q: 3 clusters Score -752349.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -752408.375000 Penalty: 4284.444824
	Iteration 9Q: 3 clusters Score -752408.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -752459.937500 Penalty: 4284.444824
	Iteration 10Q: 3 clusters Score -752459.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -752484.937500 Penalty: 4284.444824
	Iteration 11Q: 3 clusters Score -752484.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -752513.937500 Penalty: 4284.444824
	Iteration 12Q: 3 clusters Score -752513.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -752532.250000 Penalty: 4284.444824
	Iteration 13Q: 3 clusters Score -752532.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -752553.250000 Penalty: 4284.444824
	Iteration 14Q: 3 clusters Score -752553.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -752560.687500 Penalty: 4284.444824
	Iteration 15Q: 3 clusters Score -752560.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -752572.375000 Penalty: 4284.444824
	Iteration 16Q: 3 clusters Score -752572.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -752582.125000 Penalty: 4284.444824
	Iteration 17Q: 3 clusters Score -752582.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -752588.937500 Penalty: 4284.444824
	Iteration 18Q: 3 clusters Score -752588.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -752597.937500 Penalty: 4284.444824
	Iteration 19Q: 3 clusters Score -752597.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -752606.562500 Penalty: 4284.444824
	Iteration 20F: 3 clusters Score -752606.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -752608.062500 Penalty: 4284.444824
	Iteration 21Q: 3 clusters Score -752608.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -752608.562500 Penalty: 4284.444824
	Iteration 22Q: 3 clusters Score -752608.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -752609.500000 Penalty: 4284.444824
	Iteration 23Q: 3 clusters Score -752609.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -752611.500000 Penalty: 4284.444824
	Iteration 24Q: 3 clusters Score -752611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -752615.062500 Penalty: 4284.444824
	Iteration 25Q: 3 clusters Score -752615.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -752613.375000 Penalty: 4284.444824
	Iteration 26Q: 3 clusters Score -752613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -752617.500000 Penalty: 4284.444824
	Iteration 27Q: 3 clusters Score -752617.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -752618.812500 Penalty: 4284.444824
	Iteration 28Q: 3 clusters Score -752618.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -752619.500000 Penalty: 4284.444824
	Iteration 29Q: 3 clusters Score -752619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -752620.250000 Penalty: 4284.444824
	Iteration 30Q: 3 clusters Score -752620.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -752620.625000 Penalty: 4284.444824
	Iteration 31Q: 3 clusters Score -752620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -752621.187500 Penalty: 4284.444824
	Iteration 32Q: 3 clusters Score -752621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -752621.375000 Penalty: 4284.444824
	Iteration 33Q: 3 clusters Score -752621.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -752621.187500 Penalty: 4284.444824
	Iteration 34Q: 3 clusters Score -752621.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -752622.125000 Penalty: 4284.444824
	Iteration 35Q: 3 clusters Score -752622.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -752625.125000 Penalty: 4284.444824
	Iteration 36Q: 3 clusters Score -752625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -752624.500000 Penalty: 4284.444824
	Iteration 37Q: 3 clusters Score -752624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -752625.375000 Penalty: 4284.444824
	Iteration 38Q: 3 clusters Score -752625.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -752625.687500 Penalty: 4284.444824
	Iteration 39Q: 3 clusters Score -752625.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -752628.562500 Penalty: 4284.444824
	Iteration 40F: 3 clusters Score -752628.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -752631.375000 Penalty: 4284.444824
	Iteration 41Q: 3 clusters Score -752631.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -752634.937500 Penalty: 4284.444824
	Iteration 42Q: 3 clusters Score -752634.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -752636.187500 Penalty: 4284.444824
	Iteration 43Q: 3 clusters Score -752636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -752638.187500 Penalty: 4284.444824
	Iteration 44Q: 3 clusters Score -752638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -752639.250000 Penalty: 4284.444824
	Iteration 45Q: 3 clusters Score -752639.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -752641.062500 Penalty: 4284.444824
	Iteration 46Q: 3 clusters Score -752641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -752644.687500 Penalty: 4284.444824
	Iteration 47Q: 3 clusters Score -752644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -752643.312500 Penalty: 4284.444824
	Iteration 48Q: 3 clusters Score -752643.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -752643.750000 Penalty: 4284.444824
	Iteration 49Q: 3 clusters Score -752643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -752645.812500 Penalty: 4284.444824
	Iteration 50Q: 3 clusters Score -752645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -752645.812500 Penalty: 4284.444824
	Iteration 51F: 3 clusters Score -752645.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Entering Unmasked Estep 
Score: -4465561.000000 Penalty: 2580.459961
	Iteration 0F: 2 clusters Score -4465561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -4442891.000000 Penalty: 5160.919922
	Iteration 0F: 3 clusters Score -4442891 nChanged 15012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -4451467.500000 Penalty: 5160.919922
	Iteration 1F: 3 clusters Score -4451468 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -4452441.500000 Penalty: 5160.919922
	Iteration 2F: 3 clusters Score -4452442 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -4453778.000000 Penalty: 5160.919922
	Iteration 3F: 3 clusters Score -4453778 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -4455609.500000 Penalty: 5160.919922
	Iteration 4F: 3 clusters Score -4455610 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -4457549.000000 Penalty: 5160.919922
	Iteration 5F: 3 clusters Score -4457549 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -4459189.500000 Penalty: 5160.919922
	Iteration 6F: 3 clusters Score -4459190 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4460350.500000 Penalty: 5160.919922
	Iteration 7F: 3 clusters Score -4460350 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28231 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -4461196.000000 Penalty: 5160.919922
	Iteration 8Q: 3 clusters Score -4461196 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -4461772.500000 Penalty: 5160.919922
	Iteration 9Q: 3 clusters Score -4461772 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -4462275.000000 Penalty: 5160.919922
	Iteration 10Q: 3 clusters Score -4462275 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4462624.500000 Penalty: 5160.919922
	Iteration 11Q: 3 clusters Score -4462624 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4462881.500000 Penalty: 5160.919922
	Iteration 12Q: 3 clusters Score -4462882 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4463051.500000 Penalty: 5160.919922
	Iteration 13Q: 3 clusters Score -4463052 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31455 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4463176.000000 Penalty: 5160.919922
	Iteration 14Q: 3 clusters Score -4463176 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4463255.500000 Penalty: 5160.919922
	Iteration 15Q: 3 clusters Score -4463256 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4463290.000000 Penalty: 5160.919922
	Iteration 16Q: 3 clusters Score -4463290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -4463311.000000 Penalty: 5160.919922
	Iteration 17Q: 3 clusters Score -4463311 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4463331.500000 Penalty: 5160.919922
	Iteration 18Q: 3 clusters Score -4463332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4463353.500000 Penalty: 5160.919922
	Iteration 19Q: 3 clusters Score -4463354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4463361.000000 Penalty: 5160.919922
	Iteration 20F: 3 clusters Score -4463361 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31946 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4463377.500000 Penalty: 5160.919922
	Iteration 21Q: 3 clusters Score -4463378 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -4463379.500000 Penalty: 5160.919922
	Iteration 22Q: 3 clusters Score -4463380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4463381.500000 Penalty: 5160.919922
	Iteration 23Q: 3 clusters Score -4463382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4463381.500000 Penalty: 5160.919922
	Iteration 24Q: 3 clusters Score -4463382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4463397.000000 Penalty: 5160.919922
	Iteration 25Q: 3 clusters Score -4463397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4463399.000000 Penalty: 5160.919922
	Iteration 26Q: 3 clusters Score -4463399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4463407.500000 Penalty: 5160.919922
	Iteration 27Q: 3 clusters Score -4463408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4463408.000000 Penalty: 5160.919922
	Iteration 28Q: 3 clusters Score -4463408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4463416.000000 Penalty: 5160.919922
	Iteration 29Q: 3 clusters Score -4463416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4463416.500000 Penalty: 5160.919922
	Iteration 30Q: 3 clusters Score -4463416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32064 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4463424.000000 Penalty: 5160.919922
	Iteration 31Q: 3 clusters Score -4463424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4463434.500000 Penalty: 5160.919922
	Iteration 32Q: 3 clusters Score -4463434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4463432.000000 Penalty: 5160.919922
	Iteration 33Q: 3 clusters Score -4463432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -4463440.000000 Penalty: 5160.919922
	Iteration 34Q: 3 clusters Score -4463440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4463439.000000 Penalty: 5160.919922
	Iteration 35Q: 3 clusters Score -4463439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4463445.500000 Penalty: 5160.919922
	Iteration 36Q: 3 clusters Score -4463446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4463447.500000 Penalty: 5160.919922
	Iteration 37Q: 3 clusters Score -4463448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4463449.000000 Penalty: 5160.919922
	Iteration 38Q: 3 clusters Score -4463449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -4463446.500000 Penalty: 5160.919922
	Iteration 39Q: 3 clusters Score -4463446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -4463446.500000 Penalty: 5160.919922
	Iteration 40F: 3 clusters Score -4463446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -4463453.500000 Penalty: 5160.919922
	Iteration 41Q: 3 clusters Score -4463454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -4463460.000000 Penalty: 5160.919922
	Iteration 42Q: 3 clusters Score -4463460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4463459.000000 Penalty: 5160.919922
	Iteration 43Q: 3 clusters Score -4463459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4463459.000000 Penalty: 5160.919922
	Iteration 44F: 3 clusters Score -4463459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Entering Unmasked Estep 
Score: -667510.750000 Penalty: 2114.829834
	Iteration 0F: 2 clusters Score -667510.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -662915.062500 Penalty: 4229.659668
	Iteration 0F: 3 clusters Score -662915.1 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -663965.000000 Penalty: 4229.659668
	Iteration 1F: 3 clusters Score -663965 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -664167.562500 Penalty: 4229.659668
	Iteration 2F: 3 clusters Score -664167.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -664285.812500 Penalty: 4229.659668
	Iteration 3Q: 3 clusters Score -664285.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -664380.750000 Penalty: 4229.659668
	Iteration 4Q: 3 clusters Score -664380.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -664447.375000 Penalty: 4229.659668
	Iteration 5Q: 3 clusters Score -664447.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -664501.187500 Penalty: 4229.659668
	Iteration 6Q: 3 clusters Score -664501.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -664549.437500 Penalty: 4229.659668
	Iteration 7Q: 3 clusters Score -664549.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -664589.562500 Penalty: 4229.659668
	Iteration 8Q: 3 clusters Score -664589.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -664622.375000 Penalty: 4229.659668
	Iteration 9Q: 3 clusters Score -664622.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -664646.812500 Penalty: 4229.659668
	Iteration 10Q: 3 clusters Score -664646.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -664674.562500 Penalty: 4229.659668
	Iteration 11Q: 3 clusters Score -664674.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -664706.812500 Penalty: 4229.659668
	Iteration 12Q: 3 clusters Score -664706.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -664728.437500 Penalty: 4229.659668
	Iteration 13Q: 3 clusters Score -664728.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -664751.375000 Penalty: 4229.659668
	Iteration 14Q: 3 clusters Score -664751.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -664772.125000 Penalty: 4229.659668
	Iteration 15Q: 3 clusters Score -664772.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -664785.875000 Penalty: 4229.659668
	Iteration 16Q: 3 clusters Score -664785.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -664803.812500 Penalty: 4229.659668
	Iteration 17Q: 3 clusters Score -664803.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -664822.375000 Penalty: 4229.659668
	Iteration 18Q: 3 clusters Score -664822.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -664848.187500 Penalty: 4229.659668
	Iteration 19Q: 3 clusters Score -664848.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -664875.062500 Penalty: 4229.659668
	Iteration 20F: 3 clusters Score -664875.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -664897.312500 Penalty: 4229.659668
	Iteration 21Q: 3 clusters Score -664897.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -664925.500000 Penalty: 4229.659668
	Iteration 22Q: 3 clusters Score -664925.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -664957.625000 Penalty: 4229.659668
	Iteration 23Q: 3 clusters Score -664957.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -664984.000000 Penalty: 4229.659668
	Iteration 24Q: 3 clusters Score -664984 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -665004.375000 Penalty: 4229.659668
	Iteration 25Q: 3 clusters Score -665004.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -665017.312500 Penalty: 4229.659668
	Iteration 26Q: 3 clusters Score -665017.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -665034.812500 Penalty: 4229.659668
	Iteration 27Q: 3 clusters Score -665034.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -665048.062500 Penalty: 4229.659668
	Iteration 28Q: 3 clusters Score -665048.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -665072.125000 Penalty: 4229.659668
	Iteration 29Q: 3 clusters Score -665072.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -665094.312500 Penalty: 4229.659668
	Iteration 30Q: 3 clusters Score -665094.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -665119.437500 Penalty: 4229.659668
	Iteration 31Q: 3 clusters Score -665119.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -665147.375000 Penalty: 4229.659668
	Iteration 32Q: 3 clusters Score -665147.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -665176.250000 Penalty: 4229.659668
	Iteration 33Q: 3 clusters Score -665176.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -665208.875000 Penalty: 4229.659668
	Iteration 34Q: 3 clusters Score -665208.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -665236.437500 Penalty: 4229.659668
	Iteration 35Q: 3 clusters Score -665236.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -665264.250000 Penalty: 4229.659668
	Iteration 36Q: 3 clusters Score -665264.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -665289.437500 Penalty: 4229.659668
	Iteration 37Q: 3 clusters Score -665289.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -665308.812500 Penalty: 4229.659668
	Iteration 38Q: 3 clusters Score -665308.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -665330.875000 Penalty: 4229.659668
	Iteration 39Q: 3 clusters Score -665330.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -665348.187500 Penalty: 4229.659668
	Iteration 40F: 3 clusters Score -665348.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -665371.187500 Penalty: 4229.659668
	Iteration 41Q: 3 clusters Score -665371.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -665390.062500 Penalty: 4229.659668
	Iteration 42Q: 3 clusters Score -665390.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -665406.187500 Penalty: 4229.659668
	Iteration 43Q: 3 clusters Score -665406.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -665424.000000 Penalty: 4229.659668
	Iteration 44Q: 3 clusters Score -665424 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -665440.937500 Penalty: 4229.659668
	Iteration 45Q: 3 clusters Score -665440.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -665450.562500 Penalty: 4229.659668
	Iteration 46Q: 3 clusters Score -665450.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -665458.375000 Penalty: 4229.659668
	Iteration 47Q: 3 clusters Score -665458.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -665467.937500 Penalty: 4229.659668
	Iteration 48Q: 3 clusters Score -665467.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -665475.937500 Penalty: 4229.659668
	Iteration 49Q: 3 clusters Score -665475.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -665486.250000 Penalty: 4229.659668
	Iteration 50Q: 3 clusters Score -665486.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -665493.062500 Penalty: 4229.659668
	Iteration 51Q: 3 clusters Score -665493.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -665500.750000 Penalty: 4229.659668
	Iteration 52Q: 3 clusters Score -665500.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -665506.937500 Penalty: 4229.659668
	Iteration 53Q: 3 clusters Score -665506.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -665514.000000 Penalty: 4229.659668
	Iteration 54Q: 3 clusters Score -665514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -665522.625000 Penalty: 4229.659668
	Iteration 55Q: 3 clusters Score -665522.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -665529.250000 Penalty: 4229.659668
	Iteration 56Q: 3 clusters Score -665529.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -665536.875000 Penalty: 4229.659668
	Iteration 57Q: 3 clusters Score -665536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -665539.312500 Penalty: 4229.659668
	Iteration 58Q: 3 clusters Score -665539.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -665542.875000 Penalty: 4229.659668
	Iteration 59Q: 3 clusters Score -665542.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -665547.375000 Penalty: 4229.659668
	Iteration 60F: 3 clusters Score -665547.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -665548.750000 Penalty: 4229.659668
	Iteration 61Q: 3 clusters Score -665548.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -665555.937500 Penalty: 4229.659668
	Iteration 62Q: 3 clusters Score -665555.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -665566.062500 Penalty: 4229.659668
	Iteration 63Q: 3 clusters Score -665566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -665571.312500 Penalty: 4229.659668
	Iteration 64Q: 3 clusters Score -665571.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -665574.625000 Penalty: 4229.659668
	Iteration 65Q: 3 clusters Score -665574.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -665579.937500 Penalty: 4229.659668
	Iteration 66Q: 3 clusters Score -665579.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -665582.250000 Penalty: 4229.659668
	Iteration 67Q: 3 clusters Score -665582.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -665584.187500 Penalty: 4229.659668
	Iteration 68Q: 3 clusters Score -665584.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -665588.062500 Penalty: 4229.659668
	Iteration 69Q: 3 clusters Score -665588.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -665589.937500 Penalty: 4229.659668
	Iteration 70Q: 3 clusters Score -665589.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -665592.000000 Penalty: 4229.659668
	Iteration 71Q: 3 clusters Score -665592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -665592.875000 Penalty: 4229.659668
	Iteration 72Q: 3 clusters Score -665592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -665595.812500 Penalty: 4229.659668
	Iteration 73Q: 3 clusters Score -665595.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -665598.875000 Penalty: 4229.659668
	Iteration 74Q: 3 clusters Score -665598.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -665601.250000 Penalty: 4229.659668
	Iteration 75Q: 3 clusters Score -665601.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -665604.750000 Penalty: 4229.659668
	Iteration 76Q: 3 clusters Score -665604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -665605.500000 Penalty: 4229.659668
	Iteration 77Q: 3 clusters Score -665605.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -665606.375000 Penalty: 4229.659668
	Iteration 78Q: 3 clusters Score -665606.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -665609.625000 Penalty: 4229.659668
	Iteration 79Q: 3 clusters Score -665609.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -665608.750000 Penalty: 4229.659668
	Iteration 80F: 3 clusters Score -665608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -665612.312500 Penalty: 4229.659668
	Iteration 81Q: 3 clusters Score -665612.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -665613.062500 Penalty: 4229.659668
	Iteration 82Q: 3 clusters Score -665613.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -665612.500000 Penalty: 4229.659668
	Iteration 83Q: 3 clusters Score -665612.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -665612.500000 Penalty: 4229.659668
	Iteration 84F: 3 clusters Score -665612.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Entering Unmasked Estep 
Score: -6578261.500000 Penalty: 2681.117920
	Iteration 0F: 2 clusters Score -6578262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -6544740.500000 Penalty: 5362.235840
	Iteration 0F: 3 clusters Score -6544740 nChanged 22896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -6557754.500000 Penalty: 5362.235840
	Iteration 1F: 3 clusters Score -6557754 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -6558854.500000 Penalty: 5362.235840
	Iteration 2Q: 3 clusters Score -6558854 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -6560403.500000 Penalty: 5362.235840
	Iteration 3F: 3 clusters Score -6560404 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 33688 members 
Entering Unmasked Estep 
Score: -6562600.000000 Penalty: 5362.235840
	Iteration 4F: 3 clusters Score -6562600 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -6565618.000000 Penalty: 5362.235840
	Iteration 5F: 3 clusters Score -6565618 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -6568984.000000 Penalty: 5362.235840
	Iteration 6F: 3 clusters Score -6568984 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -6571946.000000 Penalty: 5362.235840
	Iteration 7F: 3 clusters Score -6571946 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -6573915.500000 Penalty: 5362.235840
	Iteration 8Q: 3 clusters Score -6573916 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -6574976.000000 Penalty: 5362.235840
	Iteration 9Q: 3 clusters Score -6574976 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 48006 members 
Entering Unmasked Estep 
Score: -6575517.000000 Penalty: 5362.235840
	Iteration 10Q: 3 clusters Score -6575517 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -6575834.500000 Penalty: 5362.235840
	Iteration 11Q: 3 clusters Score -6575834 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -6576000.000000 Penalty: 5362.235840
	Iteration 12Q: 3 clusters Score -6576000 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -6576104.000000 Penalty: 5362.235840
	Iteration 13Q: 3 clusters Score -6576104 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -6576172.000000 Penalty: 5362.235840
	Iteration 14Q: 3 clusters Score -6576172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -6576236.000000 Penalty: 5362.235840
	Iteration 15Q: 3 clusters Score -6576236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -6576263.500000 Penalty: 5362.235840
	Iteration 16Q: 3 clusters Score -6576264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 48506 members 
Entering Unmasked Estep 
Score: -6576299.500000 Penalty: 5362.235840
	Iteration 17Q: 3 clusters Score -6576300 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -6576313.500000 Penalty: 5362.235840
	Iteration 18Q: 3 clusters Score -6576314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -6576323.000000 Penalty: 5362.235840
	Iteration 19Q: 3 clusters Score -6576323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 48515 members 
Entering Unmasked Estep 
Score: -6576327.500000 Penalty: 5362.235840
	Iteration 20F: 3 clusters Score -6576328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 48516 members 
Entering Unmasked Estep 
Score: -6576332.000000 Penalty: 5362.235840
	Iteration 21Q: 3 clusters Score -6576332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -6576328.500000 Penalty: 5362.235840
	Iteration 22Q: 3 clusters Score -6576328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -6576334.000000 Penalty: 5362.235840
	Iteration 23Q: 3 clusters Score -6576334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -6576339.000000 Penalty: 5362.235840
	Iteration 24Q: 3 clusters Score -6576339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -6576339.500000 Penalty: 5362.235840
	Iteration 25Q: 3 clusters Score -6576340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -6576343.500000 Penalty: 5362.235840
	Iteration 26Q: 3 clusters Score -6576344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -6576345.500000 Penalty: 5362.235840
	Iteration 27Q: 3 clusters Score -6576346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -6576345.500000 Penalty: 5362.235840
	Iteration 28F: 3 clusters Score -6576346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Entering Unmasked Estep 
Score: -3418969.000000 Penalty: 2514.137207
	Iteration 0F: 2 clusters Score -3418969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3401437.750000 Penalty: 5028.274414
	Iteration 0F: 3 clusters Score -3401438 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -3407782.250000 Penalty: 5028.274414
	Iteration 1F: 3 clusters Score -3407782 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3408515.750000 Penalty: 5028.274414
	Iteration 2F: 3 clusters Score -3408516 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3409350.750000 Penalty: 5028.274414
	Iteration 3F: 3 clusters Score -3409351 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -3410458.250000 Penalty: 5028.274414
	Iteration 4F: 3 clusters Score -3410458 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -3411899.000000 Penalty: 5028.274414
	Iteration 5F: 3 clusters Score -3411899 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -3413660.750000 Penalty: 5028.274414
	Iteration 6F: 3 clusters Score -3413661 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -3415447.250000 Penalty: 5028.274414
	Iteration 7F: 3 clusters Score -3415447 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3417070.250000 Penalty: 5028.274414
	Iteration 8F: 3 clusters Score -3417070 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -3418236.750000 Penalty: 5028.274414
	Iteration 9Q: 3 clusters Score -3418237 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3418917.500000 Penalty: 5028.274414
	Iteration 10Q: 3 clusters Score -3418918 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -3419246.500000 Penalty: 5028.274414
	Iteration 11Q: 3 clusters Score -3419246 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -3419391.750000 Penalty: 5028.274414
	Iteration 12Q: 3 clusters Score -3419392 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -3419468.000000 Penalty: 5028.274414
	Iteration 13Q: 3 clusters Score -3419468 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -3419501.250000 Penalty: 5028.274414
	Iteration 14Q: 3 clusters Score -3419501 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -3419527.500000 Penalty: 5028.274414
	Iteration 15Q: 3 clusters Score -3419528 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3419526.750000 Penalty: 5028.274414
	Iteration 16Q: 3 clusters Score -3419527 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3419533.000000 Penalty: 5028.274414
	Iteration 17Q: 3 clusters Score -3419533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3419537.000000 Penalty: 5028.274414
	Iteration 18Q: 3 clusters Score -3419537 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3419532.250000 Penalty: 5028.274414
	Iteration 19Q: 3 clusters Score -3419532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -3419535.250000 Penalty: 5028.274414
	Iteration 20F: 3 clusters Score -3419535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -3419538.750000 Penalty: 5028.274414
	Iteration 21Q: 3 clusters Score -3419539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -3419537.250000 Penalty: 5028.274414
	Iteration 22Q: 3 clusters Score -3419537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3419539.500000 Penalty: 5028.274414
	Iteration 23Q: 3 clusters Score -3419540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -3419542.500000 Penalty: 5028.274414
	Iteration 24Q: 3 clusters Score -3419542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3419544.500000 Penalty: 5028.274414
	Iteration 25Q: 3 clusters Score -3419544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3419545.000000 Penalty: 5028.274414
	Iteration 26Q: 3 clusters Score -3419545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -3419546.750000 Penalty: 5028.274414
	Iteration 27Q: 3 clusters Score -3419547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -3419545.750000 Penalty: 5028.274414
	Iteration 28Q: 3 clusters Score -3419546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3419545.750000 Penalty: 5028.274414
	Iteration 29Q: 3 clusters Score -3419546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -3419545.750000 Penalty: 5028.274414
	Iteration 30F: 3 clusters Score -3419546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 267622 members 
Mstep: Class 2 contains 28871 members 
Mstep: Class 3 contains 13480 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 33027 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 49561 members 
Mstep: Class 8 contains 7226 members 
Mstep: Class 9 contains 166858 members 
Mstep: Class 10 contains 133485 members 
Mstep: Class 11 contains 28962 members 
Mstep: Class 12 contains 44150 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 21285 members 
Mstep: Class 17 contains 17058 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19306 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 28820 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 18051 members 
Entering Unmasked Estep 
Score: -122230320.000000 Penalty: 91853.718750
Splitting cluster 8 changes total score from -122230904.000000 to -122230320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (166858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166858 members 
Entering Unmasked Estep 
Score: -22838050.000000 Penalty: 2982.174805
	Iteration 0F: 2 clusters Score -2.283805e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83160 members 
Mstep: Class 2 contains 83698 members 
Entering Unmasked Estep 
Score: -22730562.000000 Penalty: 5964.349609
	Iteration 0F: 3 clusters Score -2.273056e+07 nChanged 80295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78541 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -22778384.000000 Penalty: 5964.349609
	Iteration 1F: 3 clusters Score -2.277838e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75276 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -22780726.000000 Penalty: 5964.349609
	Iteration 2Q: 3 clusters Score -2.278073e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70204 members 
Mstep: Class 2 contains 96654 members 
Entering Unmasked Estep 
Score: -22784426.000000 Penalty: 5964.349609
	Iteration 3F: 3 clusters Score -2.278443e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62999 members 
Mstep: Class 2 contains 103859 members 
Entering Unmasked Estep 
Score: -22789760.000000 Penalty: 5964.349609
	Iteration 4F: 3 clusters Score -2.278976e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 113203 members 
Entering Unmasked Estep 
Score: -22797472.000000 Penalty: 5964.349609
	Iteration 5F: 3 clusters Score -2.279747e+07 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 124021 members 
Entering Unmasked Estep 
Score: -22806766.000000 Penalty: 5964.349609
	Iteration 6F: 3 clusters Score -2.280677e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32385 members 
Mstep: Class 2 contains 134473 members 
Entering Unmasked Estep 
Score: -22815266.000000 Penalty: 5964.349609
	Iteration 7F: 3 clusters Score -2.281527e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 143390 members 
Entering Unmasked Estep 
Score: -22822384.000000 Penalty: 5964.349609
	Iteration 8F: 3 clusters Score -2.282238e+07 nChanged 6829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 150005 members 
Entering Unmasked Estep 
Score: -22827468.000000 Penalty: 5964.349609
	Iteration 9Q: 3 clusters Score -2.282747e+07 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 154388 members 
Entering Unmasked Estep 
Score: -22830392.000000 Penalty: 5964.349609
	Iteration 10Q: 3 clusters Score -2.283039e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 157118 members 
Entering Unmasked Estep 
Score: -22832040.000000 Penalty: 5964.349609
	Iteration 11Q: 3 clusters Score -2.283204e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 158925 members 
Entering Unmasked Estep 
Score: -22833208.000000 Penalty: 5964.349609
	Iteration 12Q: 3 clusters Score -2.283321e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 160306 members 
Entering Unmasked Estep 
Score: -22833906.000000 Penalty: 5964.349609
	Iteration 13Q: 3 clusters Score -2.283391e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 161345 members 
Entering Unmasked Estep 
Score: -22834428.000000 Penalty: 5964.349609
	Iteration 14Q: 3 clusters Score -2.283443e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 162141 members 
Entering Unmasked Estep 
Score: -22834742.000000 Penalty: 5964.349609
	Iteration 15Q: 3 clusters Score -2.283474e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 162775 members 
Entering Unmasked Estep 
Score: -22835050.000000 Penalty: 5964.349609
	Iteration 16Q: 3 clusters Score -2.283505e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 163264 members 
Entering Unmasked Estep 
Score: -22835336.000000 Penalty: 5964.349609
	Iteration 17Q: 3 clusters Score -2.283534e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 163659 members 
Entering Unmasked Estep 
Score: -22835500.000000 Penalty: 5964.349609
	Iteration 18Q: 3 clusters Score -2.28355e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 163967 members 
Entering Unmasked Estep 
Score: -22835592.000000 Penalty: 5964.349609
	Iteration 19Q: 3 clusters Score -2.283559e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -22835656.000000 Penalty: 5964.349609
	Iteration 20F: 3 clusters Score -2.283566e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 164325 members 
Entering Unmasked Estep 
Score: -22835720.000000 Penalty: 5964.349609
	Iteration 21Q: 3 clusters Score -2.283572e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 164472 members 
Entering Unmasked Estep 
Score: -22835792.000000 Penalty: 5964.349609
	Iteration 22Q: 3 clusters Score -2.283579e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 164585 members 
Entering Unmasked Estep 
Score: -22835808.000000 Penalty: 5964.349609
	Iteration 23Q: 3 clusters Score -2.283581e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 164672 members 
Entering Unmasked Estep 
Score: -22835856.000000 Penalty: 5964.349609
	Iteration 24Q: 3 clusters Score -2.283586e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 164751 members 
Entering Unmasked Estep 
Score: -22835912.000000 Penalty: 5964.349609
	Iteration 25Q: 3 clusters Score -2.283591e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 164817 members 
Entering Unmasked Estep 
Score: -22835950.000000 Penalty: 5964.349609
	Iteration 26Q: 3 clusters Score -2.283595e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 164870 members 
Entering Unmasked Estep 
Score: -22835984.000000 Penalty: 5964.349609
	Iteration 27Q: 3 clusters Score -2.283598e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 164932 members 
Entering Unmasked Estep 
Score: -22836008.000000 Penalty: 5964.349609
	Iteration 28Q: 3 clusters Score -2.283601e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 164977 members 
Entering Unmasked Estep 
Score: -22836006.000000 Penalty: 5964.349609
	Iteration 29Q: 3 clusters Score -2.283601e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 165004 members 
Entering Unmasked Estep 
Score: -22836034.000000 Penalty: 5964.349609
	Iteration 30Q: 3 clusters Score -2.283603e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 165022 members 
Entering Unmasked Estep 
Score: -22836022.000000 Penalty: 5964.349609
	Iteration 31Q: 3 clusters Score -2.283602e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 165059 members 
Entering Unmasked Estep 
Score: -22836022.000000 Penalty: 5964.349609
	Iteration 32Q: 3 clusters Score -2.283602e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 165083 members 
Entering Unmasked Estep 
Score: -22836056.000000 Penalty: 5964.349609
	Iteration 33Q: 3 clusters Score -2.283606e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 165111 members 
Entering Unmasked Estep 
Score: -22836078.000000 Penalty: 5964.349609
	Iteration 34Q: 3 clusters Score -2.283608e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 165136 members 
Entering Unmasked Estep 
Score: -22836080.000000 Penalty: 5964.349609
	Iteration 35Q: 3 clusters Score -2.283608e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 165152 members 
Entering Unmasked Estep 
Score: -22836080.000000 Penalty: 5964.349609
	Iteration 36Q: 3 clusters Score -2.283608e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 165157 members 
Entering Unmasked Estep 
Score: -22836104.000000 Penalty: 5964.349609
	Iteration 37Q: 3 clusters Score -2.28361e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 165165 members 
Entering Unmasked Estep 
Score: -22836116.000000 Penalty: 5964.349609
	Iteration 38Q: 3 clusters Score -2.283612e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 165183 members 
Entering Unmasked Estep 
Score: -22836160.000000 Penalty: 5964.349609
	Iteration 39Q: 3 clusters Score -2.283616e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 165194 members 
Entering Unmasked Estep 
Score: -22836166.000000 Penalty: 5964.349609
	Iteration 40F: 3 clusters Score -2.283617e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 165202 members 
Entering Unmasked Estep 
Score: -22836174.000000 Penalty: 5964.349609
	Iteration 41Q: 3 clusters Score -2.283617e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 165216 members 
Entering Unmasked Estep 
Score: -22836198.000000 Penalty: 5964.349609
	Iteration 42Q: 3 clusters Score -2.28362e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 165220 members 
Entering Unmasked Estep 
Score: -22836208.000000 Penalty: 5964.349609
	Iteration 43Q: 3 clusters Score -2.283621e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 165231 members 
Entering Unmasked Estep 
Score: -22836230.000000 Penalty: 5964.349609
	Iteration 44Q: 3 clusters Score -2.283623e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 165245 members 
Entering Unmasked Estep 
Score: -22836222.000000 Penalty: 5964.349609
	Iteration 45Q: 3 clusters Score -2.283622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 165251 members 
Entering Unmasked Estep 
Score: -22836278.000000 Penalty: 5964.349609
	Iteration 46Q: 3 clusters Score -2.283628e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 165265 members 
Entering Unmasked Estep 
Score: -22836246.000000 Penalty: 5964.349609
	Iteration 47Q: 3 clusters Score -2.283625e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 165275 members 
Entering Unmasked Estep 
Score: -22836242.000000 Penalty: 5964.349609
	Iteration 48Q: 3 clusters Score -2.283624e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 165281 members 
Entering Unmasked Estep 
Score: -22836236.000000 Penalty: 5964.349609
	Iteration 49Q: 3 clusters Score -2.283624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -22836252.000000 Penalty: 5964.349609
	Iteration 50Q: 3 clusters Score -2.283625e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 165286 members 
Entering Unmasked Estep 
Score: -22836244.000000 Penalty: 5964.349609
	Iteration 51Q: 3 clusters Score -2.283624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 165286 members 
Entering Unmasked Estep 
Score: -22836242.000000 Penalty: 5964.349609
	Iteration 52Q: 3 clusters Score -2.283624e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 165284 members 
Entering Unmasked Estep 
Score: -22836238.000000 Penalty: 5964.349609
	Iteration 53Q: 3 clusters Score -2.283624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -22836228.000000 Penalty: 5964.349609
	Iteration 54Q: 3 clusters Score -2.283623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 165286 members 
Entering Unmasked Estep 
Score: -22836230.000000 Penalty: 5964.349609
	Iteration 55Q: 3 clusters Score -2.283623e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -22836232.000000 Penalty: 5964.349609
	Iteration 56Q: 3 clusters Score -2.283623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 165286 members 
Entering Unmasked Estep 
Score: -22836232.000000 Penalty: 5964.349609
	Iteration 57Q: 3 clusters Score -2.283623e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -22836240.000000 Penalty: 5964.349609
	Iteration 58Q: 3 clusters Score -2.283624e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 165284 members 
Entering Unmasked Estep 
Score: -22836260.000000 Penalty: 5964.349609
	Iteration 59Q: 3 clusters Score -2.283626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 165284 members 
Entering Unmasked Estep 
Score: -22836258.000000 Penalty: 5964.349609
	Iteration 60F: 3 clusters Score -2.283626e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 165284 members 
Entering Unmasked Estep 
Score: -22836256.000000 Penalty: 5964.349609
	Iteration 61Q: 3 clusters Score -2.283626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -22836262.000000 Penalty: 5964.349609
	Iteration 62Q: 3 clusters Score -2.283626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 165287 members 
Entering Unmasked Estep 
Score: -22836268.000000 Penalty: 5964.349609
	Iteration 63Q: 3 clusters Score -2.283627e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 165282 members 
Entering Unmasked Estep 
Score: -22836274.000000 Penalty: 5964.349609
	Iteration 64Q: 3 clusters Score -2.283627e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 165279 members 
Entering Unmasked Estep 
Score: -22836264.000000 Penalty: 5964.349609
	Iteration 65Q: 3 clusters Score -2.283626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 165283 members 
Entering Unmasked Estep 
Score: -22836264.000000 Penalty: 5964.349609
	Iteration 66Q: 3 clusters Score -2.283626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 165284 members 
Entering Unmasked Estep 
Score: -22836262.000000 Penalty: 5964.349609
	Iteration 67Q: 3 clusters Score -2.283626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 165285 members 
Entering Unmasked Estep 
Score: -22836274.000000 Penalty: 5964.349609
	Iteration 68Q: 3 clusters Score -2.283627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 165284 members 
Entering Unmasked Estep 
Score: -22836254.000000 Penalty: 5964.349609
	Iteration 69Q: 3 clusters Score -2.283625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 165283 members 
Entering Unmasked Estep 
Score: -22836268.000000 Penalty: 5964.349609
	Iteration 70Q: 3 clusters Score -2.283627e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 165283 members 
Entering Unmasked Estep 
Score: -22836268.000000 Penalty: 5964.349609
	Iteration 71F: 3 clusters Score -2.283627e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (133485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133485 members 
Entering Unmasked Estep 
Score: -18407198.000000 Penalty: 2926.832520
	Iteration 0F: 2 clusters Score -1.84072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -18318214.000000 Penalty: 5853.665039
	Iteration 0F: 3 clusters Score -1.831821e+07 nChanged 63790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66017 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -18355770.000000 Penalty: 5853.665039
	Iteration 1F: 3 clusters Score -1.835577e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65575 members 
Mstep: Class 2 contains 67910 members 
Entering Unmasked Estep 
Score: -18357184.000000 Penalty: 5853.665039
	Iteration 2Q: 3 clusters Score -1.835718e+07 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64848 members 
Mstep: Class 2 contains 68637 members 
Entering Unmasked Estep 
Score: -18358608.000000 Penalty: 5853.665039
	Iteration 3Q: 3 clusters Score -1.835861e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 69944 members 
Entering Unmasked Estep 
Score: -18360678.000000 Penalty: 5853.665039
	Iteration 4Q: 3 clusters Score -1.836068e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61457 members 
Mstep: Class 2 contains 72028 members 
Entering Unmasked Estep 
Score: -18363468.000000 Penalty: 5853.665039
	Iteration 5Q: 3 clusters Score -1.836347e+07 nChanged 7306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 75066 members 
Entering Unmasked Estep 
Score: -18367082.000000 Penalty: 5853.665039
	Iteration 6F: 3 clusters Score -1.836708e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54446 members 
Mstep: Class 2 contains 79039 members 
Entering Unmasked Estep 
Score: -18371444.000000 Penalty: 5853.665039
	Iteration 7F: 3 clusters Score -1.837144e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 83561 members 
Entering Unmasked Estep 
Score: -18376256.000000 Penalty: 5853.665039
	Iteration 8F: 3 clusters Score -1.837626e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -18381110.000000 Penalty: 5853.665039
	Iteration 9F: 3 clusters Score -1.838111e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 92346 members 
Entering Unmasked Estep 
Score: -18386020.000000 Penalty: 5853.665039
	Iteration 10Q: 3 clusters Score -1.838602e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 95702 members 
Entering Unmasked Estep 
Score: -18390182.000000 Penalty: 5853.665039
	Iteration 11Q: 3 clusters Score -1.839018e+07 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -18393552.000000 Penalty: 5853.665039
	Iteration 12Q: 3 clusters Score -1.839355e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -18395472.000000 Penalty: 5853.665039
	Iteration 13Q: 3 clusters Score -1.839547e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 102605 members 
Entering Unmasked Estep 
Score: -18396606.000000 Penalty: 5853.665039
	Iteration 14Q: 3 clusters Score -1.839661e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 104438 members 
Entering Unmasked Estep 
Score: -18397498.000000 Penalty: 5853.665039
	Iteration 15Q: 3 clusters Score -1.83975e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 106124 members 
Entering Unmasked Estep 
Score: -18398094.000000 Penalty: 5853.665039
	Iteration 16Q: 3 clusters Score -1.839809e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 107712 members 
Entering Unmasked Estep 
Score: -18398662.000000 Penalty: 5853.665039
	Iteration 17Q: 3 clusters Score -1.839866e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 109176 members 
Entering Unmasked Estep 
Score: -18399152.000000 Penalty: 5853.665039
	Iteration 18Q: 3 clusters Score -1.839915e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 110575 members 
Entering Unmasked Estep 
Score: -18399612.000000 Penalty: 5853.665039
	Iteration 19Q: 3 clusters Score -1.839961e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 111955 members 
Entering Unmasked Estep 
Score: -18400134.000000 Penalty: 5853.665039
	Iteration 20F: 3 clusters Score -1.840013e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 113295 members 
Entering Unmasked Estep 
Score: -18400520.000000 Penalty: 5853.665039
	Iteration 21Q: 3 clusters Score -1.840052e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 114604 members 
Entering Unmasked Estep 
Score: -18400868.000000 Penalty: 5853.665039
	Iteration 22Q: 3 clusters Score -1.840087e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 115894 members 
Entering Unmasked Estep 
Score: -18401380.000000 Penalty: 5853.665039
	Iteration 23Q: 3 clusters Score -1.840138e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 117162 members 
Entering Unmasked Estep 
Score: -18401888.000000 Penalty: 5853.665039
	Iteration 24Q: 3 clusters Score -1.840189e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 118376 members 
Entering Unmasked Estep 
Score: -18402526.000000 Penalty: 5853.665039
	Iteration 25Q: 3 clusters Score -1.840253e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 119561 members 
Entering Unmasked Estep 
Score: -18403234.000000 Penalty: 5853.665039
	Iteration 26Q: 3 clusters Score -1.840323e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 120642 members 
Entering Unmasked Estep 
Score: -18404098.000000 Penalty: 5853.665039
	Iteration 27Q: 3 clusters Score -1.84041e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 121591 members 
Entering Unmasked Estep 
Score: -18404852.000000 Penalty: 5853.665039
	Iteration 28Q: 3 clusters Score -1.840485e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 122359 members 
Entering Unmasked Estep 
Score: -18405484.000000 Penalty: 5853.665039
	Iteration 29Q: 3 clusters Score -1.840548e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 122928 members 
Entering Unmasked Estep 
Score: -18405896.000000 Penalty: 5853.665039
	Iteration 30Q: 3 clusters Score -1.84059e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 123370 members 
Entering Unmasked Estep 
Score: -18406122.000000 Penalty: 5853.665039
	Iteration 31Q: 3 clusters Score -1.840612e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 123711 members 
Entering Unmasked Estep 
Score: -18406240.000000 Penalty: 5853.665039
	Iteration 32Q: 3 clusters Score -1.840624e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 123979 members 
Entering Unmasked Estep 
Score: -18406272.000000 Penalty: 5853.665039
	Iteration 33Q: 3 clusters Score -1.840627e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 124190 members 
Entering Unmasked Estep 
Score: -18406302.000000 Penalty: 5853.665039
	Iteration 34Q: 3 clusters Score -1.84063e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 124366 members 
Entering Unmasked Estep 
Score: -18406306.000000 Penalty: 5853.665039
	Iteration 35Q: 3 clusters Score -1.840631e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 124512 members 
Entering Unmasked Estep 
Score: -18406330.000000 Penalty: 5853.665039
	Iteration 36Q: 3 clusters Score -1.840633e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 124626 members 
Entering Unmasked Estep 
Score: -18406336.000000 Penalty: 5853.665039
	Iteration 37Q: 3 clusters Score -1.840634e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 124722 members 
Entering Unmasked Estep 
Score: -18406358.000000 Penalty: 5853.665039
	Iteration 38Q: 3 clusters Score -1.840636e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 124802 members 
Entering Unmasked Estep 
Score: -18406380.000000 Penalty: 5853.665039
	Iteration 39Q: 3 clusters Score -1.840638e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 124861 members 
Entering Unmasked Estep 
Score: -18406370.000000 Penalty: 5853.665039
	Iteration 40F: 3 clusters Score -1.840637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 124911 members 
Entering Unmasked Estep 
Score: -18406380.000000 Penalty: 5853.665039
	Iteration 41Q: 3 clusters Score -1.840638e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 124955 members 
Entering Unmasked Estep 
Score: -18406368.000000 Penalty: 5853.665039
	Iteration 42Q: 3 clusters Score -1.840637e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 124995 members 
Entering Unmasked Estep 
Score: -18406344.000000 Penalty: 5853.665039
	Iteration 43Q: 3 clusters Score -1.840634e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 125036 members 
Entering Unmasked Estep 
Score: -18406364.000000 Penalty: 5853.665039
	Iteration 44Q: 3 clusters Score -1.840636e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 125065 members 
Entering Unmasked Estep 
Score: -18406380.000000 Penalty: 5853.665039
	Iteration 45Q: 3 clusters Score -1.840638e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 125103 members 
Entering Unmasked Estep 
Score: -18406390.000000 Penalty: 5853.665039
	Iteration 46Q: 3 clusters Score -1.840639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 125138 members 
Entering Unmasked Estep 
Score: -18406406.000000 Penalty: 5853.665039
	Iteration 47Q: 3 clusters Score -1.840641e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 125169 members 
Entering Unmasked Estep 
Score: -18406396.000000 Penalty: 5853.665039
	Iteration 48Q: 3 clusters Score -1.84064e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 125197 members 
Entering Unmasked Estep 
Score: -18406386.000000 Penalty: 5853.665039
	Iteration 49Q: 3 clusters Score -1.840639e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 125220 members 
Entering Unmasked Estep 
Score: -18406406.000000 Penalty: 5853.665039
	Iteration 50Q: 3 clusters Score -1.840641e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 125234 members 
Entering Unmasked Estep 
Score: -18406386.000000 Penalty: 5853.665039
	Iteration 51Q: 3 clusters Score -1.840639e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 125250 members 
Entering Unmasked Estep 
Score: -18406380.000000 Penalty: 5853.665039
	Iteration 52Q: 3 clusters Score -1.840638e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 125274 members 
Entering Unmasked Estep 
Score: -18406382.000000 Penalty: 5853.665039
	Iteration 53Q: 3 clusters Score -1.840638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 125300 members 
Entering Unmasked Estep 
Score: -18406374.000000 Penalty: 5853.665039
	Iteration 54Q: 3 clusters Score -1.840637e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 125325 members 
Entering Unmasked Estep 
Score: -18406378.000000 Penalty: 5853.665039
	Iteration 55Q: 3 clusters Score -1.840638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 125346 members 
Entering Unmasked Estep 
Score: -18406372.000000 Penalty: 5853.665039
	Iteration 56Q: 3 clusters Score -1.840637e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 125363 members 
Entering Unmasked Estep 
Score: -18406390.000000 Penalty: 5853.665039
	Iteration 57Q: 3 clusters Score -1.840639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 125373 members 
Entering Unmasked Estep 
Score: -18406382.000000 Penalty: 5853.665039
	Iteration 58Q: 3 clusters Score -1.840638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 125382 members 
Entering Unmasked Estep 
Score: -18406394.000000 Penalty: 5853.665039
	Iteration 59Q: 3 clusters Score -1.840639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 125392 members 
Entering Unmasked Estep 
Score: -18406394.000000 Penalty: 5853.665039
	Iteration 60F: 3 clusters Score -1.840639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 125406 members 
Entering Unmasked Estep 
Score: -18406388.000000 Penalty: 5853.665039
	Iteration 61Q: 3 clusters Score -1.840639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 125414 members 
Entering Unmasked Estep 
Score: -18406398.000000 Penalty: 5853.665039
	Iteration 62Q: 3 clusters Score -1.84064e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 125421 members 
Entering Unmasked Estep 
Score: -18406394.000000 Penalty: 5853.665039
	Iteration 63Q: 3 clusters Score -1.840639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 125426 members 
Entering Unmasked Estep 
Score: -18406394.000000 Penalty: 5853.665039
	Iteration 64Q: 3 clusters Score -1.840639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 125429 members 
Entering Unmasked Estep 
Score: -18406390.000000 Penalty: 5853.665039
	Iteration 65Q: 3 clusters Score -1.840639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 125431 members 
Entering Unmasked Estep 
Score: -18406382.000000 Penalty: 5853.665039
	Iteration 66Q: 3 clusters Score -1.840638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 125432 members 
Entering Unmasked Estep 
Score: -18406378.000000 Penalty: 5853.665039
	Iteration 67Q: 3 clusters Score -1.840638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 125433 members 
Entering Unmasked Estep 
Score: -18406386.000000 Penalty: 5853.665039
	Iteration 68Q: 3 clusters Score -1.840639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 125433 members 
Entering Unmasked Estep 
Score: -18406386.000000 Penalty: 5853.665039
	Iteration 69F: 3 clusters Score -1.840639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Entering Unmasked Estep 
Score: -3628723.000000 Penalty: 2547.887451
	Iteration 0F: 2 clusters Score -3628723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -3609016.750000 Penalty: 5095.774902
	Iteration 0F: 3 clusters Score -3609017 nChanged 12930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14093 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3616701.750000 Penalty: 5095.774902
	Iteration 1F: 3 clusters Score -3616702 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3617688.000000 Penalty: 5095.774902
	Iteration 2F: 3 clusters Score -3617688 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -3618785.250000 Penalty: 5095.774902
	Iteration 3F: 3 clusters Score -3618785 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3619851.500000 Penalty: 5095.774902
	Iteration 4F: 3 clusters Score -3619852 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -3620981.750000 Penalty: 5095.774902
	Iteration 5F: 3 clusters Score -3620982 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3622263.000000 Penalty: 5095.774902
	Iteration 6F: 3 clusters Score -3622263 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -3623442.500000 Penalty: 5095.774902
	Iteration 7F: 3 clusters Score -3623442 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -3624414.250000 Penalty: 5095.774902
	Iteration 8F: 3 clusters Score -3624414 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -3625054.500000 Penalty: 5095.774902
	Iteration 9Q: 3 clusters Score -3625054 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -3625458.000000 Penalty: 5095.774902
	Iteration 10Q: 3 clusters Score -3625458 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -3625748.750000 Penalty: 5095.774902
	Iteration 11Q: 3 clusters Score -3625749 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -3625974.250000 Penalty: 5095.774902
	Iteration 12Q: 3 clusters Score -3625974 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3626124.000000 Penalty: 5095.774902
	Iteration 13Q: 3 clusters Score -3626124 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3626271.500000 Penalty: 5095.774902
	Iteration 14Q: 3 clusters Score -3626272 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -3626390.250000 Penalty: 5095.774902
	Iteration 15Q: 3 clusters Score -3626390 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3626503.250000 Penalty: 5095.774902
	Iteration 16Q: 3 clusters Score -3626503 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3626571.250000 Penalty: 5095.774902
	Iteration 17Q: 3 clusters Score -3626571 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3626641.750000 Penalty: 5095.774902
	Iteration 18Q: 3 clusters Score -3626642 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -3626689.250000 Penalty: 5095.774902
	Iteration 19Q: 3 clusters Score -3626689 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -3626734.500000 Penalty: 5095.774902
	Iteration 20F: 3 clusters Score -3626734 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -3626791.500000 Penalty: 5095.774902
	Iteration 21Q: 3 clusters Score -3626792 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -3626824.750000 Penalty: 5095.774902
	Iteration 22Q: 3 clusters Score -3626825 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -3626879.750000 Penalty: 5095.774902
	Iteration 23Q: 3 clusters Score -3626880 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3626897.250000 Penalty: 5095.774902
	Iteration 24Q: 3 clusters Score -3626897 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -3626913.750000 Penalty: 5095.774902
	Iteration 25Q: 3 clusters Score -3626914 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -3626935.000000 Penalty: 5095.774902
	Iteration 26Q: 3 clusters Score -3626935 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -3626953.000000 Penalty: 5095.774902
	Iteration 27Q: 3 clusters Score -3626953 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -3626970.250000 Penalty: 5095.774902
	Iteration 28Q: 3 clusters Score -3626970 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -3626990.000000 Penalty: 5095.774902
	Iteration 29Q: 3 clusters Score -3626990 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3626999.000000 Penalty: 5095.774902
	Iteration 30Q: 3 clusters Score -3626999 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -3626990.250000 Penalty: 5095.774902
	Iteration 31Q: 3 clusters Score -3626990 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -3627014.750000 Penalty: 5095.774902
	Iteration 32Q: 3 clusters Score -3627015 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3627024.250000 Penalty: 5095.774902
	Iteration 33Q: 3 clusters Score -3627024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -3627040.500000 Penalty: 5095.774902
	Iteration 34Q: 3 clusters Score -3627040 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -3627050.500000 Penalty: 5095.774902
	Iteration 35Q: 3 clusters Score -3627050 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3627057.250000 Penalty: 5095.774902
	Iteration 36Q: 3 clusters Score -3627057 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -3627073.000000 Penalty: 5095.774902
	Iteration 37Q: 3 clusters Score -3627073 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3627088.750000 Penalty: 5095.774902
	Iteration 38Q: 3 clusters Score -3627089 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3627117.000000 Penalty: 5095.774902
	Iteration 39Q: 3 clusters Score -3627117 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -3627138.000000 Penalty: 5095.774902
	Iteration 40F: 3 clusters Score -3627138 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3627173.500000 Penalty: 5095.774902
	Iteration 41Q: 3 clusters Score -3627174 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -3627208.250000 Penalty: 5095.774902
	Iteration 42Q: 3 clusters Score -3627208 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -3627230.250000 Penalty: 5095.774902
	Iteration 43Q: 3 clusters Score -3627230 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -3627239.250000 Penalty: 5095.774902
	Iteration 44Q: 3 clusters Score -3627239 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -3627255.500000 Penalty: 5095.774902
	Iteration 45Q: 3 clusters Score -3627256 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -3627265.250000 Penalty: 5095.774902
	Iteration 46Q: 3 clusters Score -3627265 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -3627292.250000 Penalty: 5095.774902
	Iteration 47Q: 3 clusters Score -3627292 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3627311.000000 Penalty: 5095.774902
	Iteration 48Q: 3 clusters Score -3627311 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -3627323.000000 Penalty: 5095.774902
	Iteration 49Q: 3 clusters Score -3627323 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -3627327.750000 Penalty: 5095.774902
	Iteration 50Q: 3 clusters Score -3627328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -3627328.750000 Penalty: 5095.774902
	Iteration 51Q: 3 clusters Score -3627329 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3627331.750000 Penalty: 5095.774902
	Iteration 52Q: 3 clusters Score -3627332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3627338.250000 Penalty: 5095.774902
	Iteration 53Q: 3 clusters Score -3627338 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -3627341.000000 Penalty: 5095.774902
	Iteration 54Q: 3 clusters Score -3627341 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -3627342.500000 Penalty: 5095.774902
	Iteration 55Q: 3 clusters Score -3627342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -3627343.750000 Penalty: 5095.774902
	Iteration 56Q: 3 clusters Score -3627344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -3627339.750000 Penalty: 5095.774902
	Iteration 57Q: 3 clusters Score -3627340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -3627347.500000 Penalty: 5095.774902
	Iteration 58Q: 3 clusters Score -3627348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3627351.000000 Penalty: 5095.774902
	Iteration 59Q: 3 clusters Score -3627351 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3627356.750000 Penalty: 5095.774902
	Iteration 60F: 3 clusters Score -3627357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -3627359.000000 Penalty: 5095.774902
	Iteration 61Q: 3 clusters Score -3627359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3627357.500000 Penalty: 5095.774902
	Iteration 62Q: 3 clusters Score -3627358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3627366.000000 Penalty: 5095.774902
	Iteration 63Q: 3 clusters Score -3627366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -3627363.750000 Penalty: 5095.774902
	Iteration 64Q: 3 clusters Score -3627364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3627365.250000 Penalty: 5095.774902
	Iteration 65Q: 3 clusters Score -3627365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -3627367.750000 Penalty: 5095.774902
	Iteration 66Q: 3 clusters Score -3627368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -3627368.250000 Penalty: 5095.774902
	Iteration 67Q: 3 clusters Score -3627368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -3627359.750000 Penalty: 5095.774902
	Iteration 68Q: 3 clusters Score -3627360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3627362.750000 Penalty: 5095.774902
	Iteration 69Q: 3 clusters Score -3627363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -3627362.750000 Penalty: 5095.774902
	Iteration 70Q: 3 clusters Score -3627363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3627361.000000 Penalty: 5095.774902
	Iteration 71Q: 3 clusters Score -3627361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -3627364.750000 Penalty: 5095.774902
	Iteration 72Q: 3 clusters Score -3627365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -3627368.000000 Penalty: 5095.774902
	Iteration 73Q: 3 clusters Score -3627368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -3627367.000000 Penalty: 5095.774902
	Iteration 74Q: 3 clusters Score -3627367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3627365.500000 Penalty: 5095.774902
	Iteration 75Q: 3 clusters Score -3627366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3627369.500000 Penalty: 5095.774902
	Iteration 76Q: 3 clusters Score -3627370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -3627370.000000 Penalty: 5095.774902
	Iteration 77Q: 3 clusters Score -3627370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -3627369.750000 Penalty: 5095.774902
	Iteration 78Q: 3 clusters Score -3627370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3627369.500000 Penalty: 5095.774902
	Iteration 79Q: 3 clusters Score -3627370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -3627372.750000 Penalty: 5095.774902
	Iteration 80F: 3 clusters Score -3627373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -3627379.000000 Penalty: 5095.774902
	Iteration 81Q: 3 clusters Score -3627379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -3627378.250000 Penalty: 5095.774902
	Iteration 82Q: 3 clusters Score -3627378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -3627379.000000 Penalty: 5095.774902
	Iteration 83Q: 3 clusters Score -3627379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3627379.750000 Penalty: 5095.774902
	Iteration 84Q: 3 clusters Score -3627380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -3627373.750000 Penalty: 5095.774902
	Iteration 85Q: 3 clusters Score -3627374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3627382.000000 Penalty: 5095.774902
	Iteration 86Q: 3 clusters Score -3627382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3627376.250000 Penalty: 5095.774902
	Iteration 87Q: 3 clusters Score -3627376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -3627371.750000 Penalty: 5095.774902
	Iteration 88Q: 3 clusters Score -3627372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3627370.250000 Penalty: 5095.774902
	Iteration 89Q: 3 clusters Score -3627370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -3627363.250000 Penalty: 5095.774902
	Iteration 90Q: 3 clusters Score -3627363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3627363.500000 Penalty: 5095.774902
	Iteration 91Q: 3 clusters Score -3627364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3627364.000000 Penalty: 5095.774902
	Iteration 92Q: 3 clusters Score -3627364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3627364.000000 Penalty: 5095.774902
	Iteration 93F: 3 clusters Score -3627364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Entering Unmasked Estep 
Score: -6123322.500000 Penalty: 2652.446289
	Iteration 0F: 2 clusters Score -6123322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -6093378.000000 Penalty: 5304.892578
	Iteration 0F: 3 clusters Score -6093378 nChanged 20395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -6104521.500000 Penalty: 5304.892578
	Iteration 1F: 3 clusters Score -6104522 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -6104923.000000 Penalty: 5304.892578
	Iteration 2Q: 3 clusters Score -6104923 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -6105288.000000 Penalty: 5304.892578
	Iteration 3Q: 3 clusters Score -6105288 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -6105785.000000 Penalty: 5304.892578
	Iteration 4Q: 3 clusters Score -6105785 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -6106291.000000 Penalty: 5304.892578
	Iteration 5Q: 3 clusters Score -6106291 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -6106885.500000 Penalty: 5304.892578
	Iteration 6Q: 3 clusters Score -6106886 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -6107790.000000 Penalty: 5304.892578
	Iteration 7Q: 3 clusters Score -6107790 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -6109109.000000 Penalty: 5304.892578
	Iteration 8F: 3 clusters Score -6109109 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -6110783.500000 Penalty: 5304.892578
	Iteration 9F: 3 clusters Score -6110784 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -6112805.000000 Penalty: 5304.892578
	Iteration 10F: 3 clusters Score -6112805 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -6114891.500000 Penalty: 5304.892578
	Iteration 11F: 3 clusters Score -6114892 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -6117019.500000 Penalty: 5304.892578
	Iteration 12F: 3 clusters Score -6117020 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -6118759.500000 Penalty: 5304.892578
	Iteration 13Q: 3 clusters Score -6118760 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6119924.500000 Penalty: 5304.892578
	Iteration 14Q: 3 clusters Score -6119924 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6120462.500000 Penalty: 5304.892578
	Iteration 15Q: 3 clusters Score -6120462 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6120698.000000 Penalty: 5304.892578
	Iteration 16Q: 3 clusters Score -6120698 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43789 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6120802.500000 Penalty: 5304.892578
	Iteration 17Q: 3 clusters Score -6120802 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6120857.000000 Penalty: 5304.892578
	Iteration 18Q: 3 clusters Score -6120857 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6120891.500000 Penalty: 5304.892578
	Iteration 19Q: 3 clusters Score -6120892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6120932.500000 Penalty: 5304.892578
	Iteration 20F: 3 clusters Score -6120932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6120959.500000 Penalty: 5304.892578
	Iteration 21Q: 3 clusters Score -6120960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6120978.000000 Penalty: 5304.892578
	Iteration 22Q: 3 clusters Score -6120978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6120981.000000 Penalty: 5304.892578
	Iteration 23Q: 3 clusters Score -6120981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6120982.000000 Penalty: 5304.892578
	Iteration 24Q: 3 clusters Score -6120982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6120996.500000 Penalty: 5304.892578
	Iteration 25Q: 3 clusters Score -6120996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6121001.000000 Penalty: 5304.892578
	Iteration 26Q: 3 clusters Score -6121001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6121003.500000 Penalty: 5304.892578
	Iteration 27Q: 3 clusters Score -6121004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6121003.500000 Penalty: 5304.892578
	Iteration 28F: 3 clusters Score -6121004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -1119033.125000 Penalty: 2233.005371
	Iteration 0F: 2 clusters Score -1119033 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 4088 members 
Entering Unmasked Estep 
Score: -1112574.000000 Penalty: 4466.010742
	Iteration 0F: 3 clusters Score -1112574 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1114511.250000 Penalty: 4466.010742
	Iteration 1F: 3 clusters Score -1114511 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1114945.625000 Penalty: 4466.010742
	Iteration 2F: 3 clusters Score -1114946 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1115405.000000 Penalty: 4466.010742
	Iteration 3F: 3 clusters Score -1115405 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1115861.375000 Penalty: 4466.010742
	Iteration 4F: 3 clusters Score -1115861 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1116371.625000 Penalty: 4466.010742
	Iteration 5F: 3 clusters Score -1116372 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1116894.375000 Penalty: 4466.010742
	Iteration 6F: 3 clusters Score -1116894 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1117340.875000 Penalty: 4466.010742
	Iteration 7F: 3 clusters Score -1117341 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1117651.250000 Penalty: 4466.010742
	Iteration 8Q: 3 clusters Score -1117651 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1117843.250000 Penalty: 4466.010742
	Iteration 9Q: 3 clusters Score -1117843 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1117963.125000 Penalty: 4466.010742
	Iteration 10Q: 3 clusters Score -1117963 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1118034.000000 Penalty: 4466.010742
	Iteration 11Q: 3 clusters Score -1118034 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1118091.250000 Penalty: 4466.010742
	Iteration 12Q: 3 clusters Score -1118091 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1118119.375000 Penalty: 4466.010742
	Iteration 13Q: 3 clusters Score -1118119 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1118145.750000 Penalty: 4466.010742
	Iteration 14Q: 3 clusters Score -1118146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1118162.125000 Penalty: 4466.010742
	Iteration 15Q: 3 clusters Score -1118162 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1118180.750000 Penalty: 4466.010742
	Iteration 16Q: 3 clusters Score -1118181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1118193.375000 Penalty: 4466.010742
	Iteration 17Q: 3 clusters Score -1118193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1118204.125000 Penalty: 4466.010742
	Iteration 18Q: 3 clusters Score -1118204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1118216.000000 Penalty: 4466.010742
	Iteration 19Q: 3 clusters Score -1118216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1118228.625000 Penalty: 4466.010742
	Iteration 20F: 3 clusters Score -1118229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1118242.000000 Penalty: 4466.010742
	Iteration 21Q: 3 clusters Score -1118242 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1118253.125000 Penalty: 4466.010742
	Iteration 22Q: 3 clusters Score -1118253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1118263.250000 Penalty: 4466.010742
	Iteration 23Q: 3 clusters Score -1118263 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1118267.250000 Penalty: 4466.010742
	Iteration 24Q: 3 clusters Score -1118267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1118274.375000 Penalty: 4466.010742
	Iteration 25Q: 3 clusters Score -1118274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1118279.375000 Penalty: 4466.010742
	Iteration 26Q: 3 clusters Score -1118279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1118285.875000 Penalty: 4466.010742
	Iteration 27Q: 3 clusters Score -1118286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1118289.500000 Penalty: 4466.010742
	Iteration 28Q: 3 clusters Score -1118290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1118293.000000 Penalty: 4466.010742
	Iteration 29Q: 3 clusters Score -1118293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1118298.125000 Penalty: 4466.010742
	Iteration 30Q: 3 clusters Score -1118298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1118300.250000 Penalty: 4466.010742
	Iteration 31Q: 3 clusters Score -1118300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1118305.500000 Penalty: 4466.010742
	Iteration 32Q: 3 clusters Score -1118306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1118310.000000 Penalty: 4466.010742
	Iteration 33Q: 3 clusters Score -1118310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1118311.875000 Penalty: 4466.010742
	Iteration 34Q: 3 clusters Score -1118312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1118313.000000 Penalty: 4466.010742
	Iteration 35Q: 3 clusters Score -1118313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1118316.375000 Penalty: 4466.010742
	Iteration 36Q: 3 clusters Score -1118316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1118316.125000 Penalty: 4466.010742
	Iteration 37Q: 3 clusters Score -1118316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1118316.000000 Penalty: 4466.010742
	Iteration 38Q: 3 clusters Score -1118316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1118314.625000 Penalty: 4466.010742
	Iteration 39Q: 3 clusters Score -1118315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1118314.625000 Penalty: 4466.010742
	Iteration 40F: 3 clusters Score -1118315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -55177.617188 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -55177.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -53784.738281 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -53784.74 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54075.601562 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -54075.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -54199.527344 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -54199.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54329.386719 Penalty: 3024.645020
	Iteration 3F: 3 clusters Score -54329.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -54395.617188 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -54395.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54463.273438 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -54463.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -54518.863281 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -54518.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54557.601562 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -54557.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -54591.097656 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -54591.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -54655.488281 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -54655.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54827.406250 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -54827.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -54906.375000 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -54906.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -54916.554688 Penalty: 3024.645020
	Iteration 12Q: 3 clusters Score -54916.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -54933.597656 Penalty: 3024.645020
	Iteration 13Q: 3 clusters Score -54933.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -54963.375000 Penalty: 3024.645020
	Iteration 14Q: 3 clusters Score -54963.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -54986.847656 Penalty: 3024.645020
	Iteration 15Q: 3 clusters Score -54986.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -54997.781250 Penalty: 3024.645020
	Iteration 16Q: 3 clusters Score -54997.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -55018.074219 Penalty: 3024.645020
	Iteration 17Q: 3 clusters Score -55018.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55028.273438 Penalty: 3024.645020
	Iteration 18Q: 3 clusters Score -55028.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -55038.617188 Penalty: 3024.645020
	Iteration 19Q: 3 clusters Score -55038.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -55041.691406 Penalty: 3024.645020
	Iteration 20F: 3 clusters Score -55041.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -55055.636719 Penalty: 3024.645020
	Iteration 21Q: 3 clusters Score -55055.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55059.195312 Penalty: 3024.645020
	Iteration 22Q: 3 clusters Score -55059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -55059.195312 Penalty: 3024.645020
	Iteration 23F: 3 clusters Score -55059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -168531.281250 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -168531.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -166442.734375 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -166442.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -166787.906250 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -166787.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -166894.203125 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -166894.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -166937.359375 Penalty: 3532.141357
	Iteration 3Q: 3 clusters Score -166937.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -166956.546875 Penalty: 3532.141357
	Iteration 4Q: 3 clusters Score -166956.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -166974.500000 Penalty: 3532.141357
	Iteration 5Q: 3 clusters Score -166974.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -166981.968750 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -166982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -166986.234375 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -166986.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -166987.531250 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -166987.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -166989.406250 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -166989.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -166992.125000 Penalty: 3532.141357
	Iteration 10Q: 3 clusters Score -166992.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -166992.656250 Penalty: 3532.141357
	Iteration 11Q: 3 clusters Score -166992.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -166994.937500 Penalty: 3532.141357
	Iteration 12Q: 3 clusters Score -166994.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -166998.671875 Penalty: 3532.141357
	Iteration 13Q: 3 clusters Score -166998.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -167003.328125 Penalty: 3532.141357
	Iteration 14Q: 3 clusters Score -167003.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -167006.750000 Penalty: 3532.141357
	Iteration 15Q: 3 clusters Score -167006.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -167012.828125 Penalty: 3532.141357
	Iteration 16Q: 3 clusters Score -167012.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -167018.546875 Penalty: 3532.141357
	Iteration 17Q: 3 clusters Score -167018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -167020.796875 Penalty: 3532.141357
	Iteration 18Q: 3 clusters Score -167020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -167022.968750 Penalty: 3532.141357
	Iteration 19Q: 3 clusters Score -167023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -167022.968750 Penalty: 3532.141357
	Iteration 20F: 3 clusters Score -167023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Entering Unmasked Estep 
Score: -2953613.250000 Penalty: 2471.508057
	Iteration 0F: 2 clusters Score -2953613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2938585.250000 Penalty: 4943.016113
	Iteration 0F: 3 clusters Score -2938585 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2943746.500000 Penalty: 4943.016113
	Iteration 1F: 3 clusters Score -2943746 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2944193.500000 Penalty: 4943.016113
	Iteration 2F: 3 clusters Score -2944194 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2944612.750000 Penalty: 4943.016113
	Iteration 3Q: 3 clusters Score -2944613 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -2945155.250000 Penalty: 4943.016113
	Iteration 4F: 3 clusters Score -2945155 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -2945716.500000 Penalty: 4943.016113
	Iteration 5F: 3 clusters Score -2945716 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2946414.000000 Penalty: 4943.016113
	Iteration 6F: 3 clusters Score -2946414 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -2947133.500000 Penalty: 4943.016113
	Iteration 7F: 3 clusters Score -2947134 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2947868.500000 Penalty: 4943.016113
	Iteration 8F: 3 clusters Score -2947868 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2948657.750000 Penalty: 4943.016113
	Iteration 9Q: 3 clusters Score -2948658 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2949433.750000 Penalty: 4943.016113
	Iteration 10Q: 3 clusters Score -2949434 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2950130.500000 Penalty: 4943.016113
	Iteration 11Q: 3 clusters Score -2950130 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -2950700.750000 Penalty: 4943.016113
	Iteration 12Q: 3 clusters Score -2950701 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2951025.250000 Penalty: 4943.016113
	Iteration 13Q: 3 clusters Score -2951025 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2951183.500000 Penalty: 4943.016113
	Iteration 14Q: 3 clusters Score -2951184 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2951259.000000 Penalty: 4943.016113
	Iteration 15Q: 3 clusters Score -2951259 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2951323.000000 Penalty: 4943.016113
	Iteration 16Q: 3 clusters Score -2951323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2951364.750000 Penalty: 4943.016113
	Iteration 17Q: 3 clusters Score -2951365 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2951385.750000 Penalty: 4943.016113
	Iteration 18Q: 3 clusters Score -2951386 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2951422.250000 Penalty: 4943.016113
	Iteration 19Q: 3 clusters Score -2951422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2951440.250000 Penalty: 4943.016113
	Iteration 20F: 3 clusters Score -2951440 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2951470.000000 Penalty: 4943.016113
	Iteration 21Q: 3 clusters Score -2951470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2951495.000000 Penalty: 4943.016113
	Iteration 22Q: 3 clusters Score -2951495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2951507.250000 Penalty: 4943.016113
	Iteration 23Q: 3 clusters Score -2951507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2951516.750000 Penalty: 4943.016113
	Iteration 24Q: 3 clusters Score -2951517 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2951528.250000 Penalty: 4943.016113
	Iteration 25Q: 3 clusters Score -2951528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2951530.000000 Penalty: 4943.016113
	Iteration 26Q: 3 clusters Score -2951530 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2951531.000000 Penalty: 4943.016113
	Iteration 27Q: 3 clusters Score -2951531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2951543.250000 Penalty: 4943.016113
	Iteration 28Q: 3 clusters Score -2951543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2951549.750000 Penalty: 4943.016113
	Iteration 29Q: 3 clusters Score -2951550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2951547.250000 Penalty: 4943.016113
	Iteration 30Q: 3 clusters Score -2951547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2951550.250000 Penalty: 4943.016113
	Iteration 31Q: 3 clusters Score -2951550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2951555.000000 Penalty: 4943.016113
	Iteration 32Q: 3 clusters Score -2951555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2951555.000000 Penalty: 4943.016113
	Iteration 33Q: 3 clusters Score -2951555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2951559.250000 Penalty: 4943.016113
	Iteration 34Q: 3 clusters Score -2951559 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2951562.750000 Penalty: 4943.016113
	Iteration 35Q: 3 clusters Score -2951563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2951564.750000 Penalty: 4943.016113
	Iteration 36Q: 3 clusters Score -2951565 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2951564.500000 Penalty: 4943.016113
	Iteration 37Q: 3 clusters Score -2951564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2951566.500000 Penalty: 4943.016113
	Iteration 38Q: 3 clusters Score -2951566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19840 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2951570.500000 Penalty: 4943.016113
	Iteration 39Q: 3 clusters Score -2951570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2951569.500000 Penalty: 4943.016113
	Iteration 40F: 3 clusters Score -2951570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2951572.000000 Penalty: 4943.016113
	Iteration 41Q: 3 clusters Score -2951572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2951572.250000 Penalty: 4943.016113
	Iteration 42Q: 3 clusters Score -2951572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2951568.250000 Penalty: 4943.016113
	Iteration 43Q: 3 clusters Score -2951568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2951568.250000 Penalty: 4943.016113
	Iteration 44F: 3 clusters Score -2951568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Entering Unmasked Estep 
Score: -2291173.250000 Penalty: 2416.604736
	Iteration 0F: 2 clusters Score -2291173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2279022.000000 Penalty: 4833.209473
	Iteration 0F: 3 clusters Score -2279022 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2283000.500000 Penalty: 4833.209473
	Iteration 1F: 3 clusters Score -2283000 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -2283405.500000 Penalty: 4833.209473
	Iteration 2F: 3 clusters Score -2283406 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2283775.000000 Penalty: 4833.209473
	Iteration 3Q: 3 clusters Score -2283775 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2284259.500000 Penalty: 4833.209473
	Iteration 4Q: 3 clusters Score -2284260 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2284839.250000 Penalty: 4833.209473
	Iteration 5Q: 3 clusters Score -2284839 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2285543.250000 Penalty: 4833.209473
	Iteration 6F: 3 clusters Score -2285543 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2286415.000000 Penalty: 4833.209473
	Iteration 7F: 3 clusters Score -2286415 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -2287274.250000 Penalty: 4833.209473
	Iteration 8F: 3 clusters Score -2287274 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2287986.250000 Penalty: 4833.209473
	Iteration 9F: 3 clusters Score -2287986 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2288423.500000 Penalty: 4833.209473
	Iteration 10Q: 3 clusters Score -2288424 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2288669.000000 Penalty: 4833.209473
	Iteration 11Q: 3 clusters Score -2288669 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2288889.250000 Penalty: 4833.209473
	Iteration 12Q: 3 clusters Score -2288889 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2289056.250000 Penalty: 4833.209473
	Iteration 13Q: 3 clusters Score -2289056 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2289185.000000 Penalty: 4833.209473
	Iteration 14Q: 3 clusters Score -2289185 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -2289300.750000 Penalty: 4833.209473
	Iteration 15Q: 3 clusters Score -2289301 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -2289387.250000 Penalty: 4833.209473
	Iteration 16Q: 3 clusters Score -2289387 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -2289464.500000 Penalty: 4833.209473
	Iteration 17Q: 3 clusters Score -2289464 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -2289517.750000 Penalty: 4833.209473
	Iteration 18Q: 3 clusters Score -2289518 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -2289575.000000 Penalty: 4833.209473
	Iteration 19Q: 3 clusters Score -2289575 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2289622.500000 Penalty: 4833.209473
	Iteration 20F: 3 clusters Score -2289622 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2289655.250000 Penalty: 4833.209473
	Iteration 21Q: 3 clusters Score -2289655 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2289703.000000 Penalty: 4833.209473
	Iteration 22Q: 3 clusters Score -2289703 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2289735.750000 Penalty: 4833.209473
	Iteration 23Q: 3 clusters Score -2289736 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2289767.500000 Penalty: 4833.209473
	Iteration 24Q: 3 clusters Score -2289768 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -2289796.000000 Penalty: 4833.209473
	Iteration 25Q: 3 clusters Score -2289796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2289815.000000 Penalty: 4833.209473
	Iteration 26Q: 3 clusters Score -2289815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -2289823.500000 Penalty: 4833.209473
	Iteration 27Q: 3 clusters Score -2289824 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2289834.750000 Penalty: 4833.209473
	Iteration 28Q: 3 clusters Score -2289835 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2289849.250000 Penalty: 4833.209473
	Iteration 29Q: 3 clusters Score -2289849 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2289861.500000 Penalty: 4833.209473
	Iteration 30Q: 3 clusters Score -2289862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -2289870.750000 Penalty: 4833.209473
	Iteration 31Q: 3 clusters Score -2289871 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2289870.250000 Penalty: 4833.209473
	Iteration 32Q: 3 clusters Score -2289870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -2289877.750000 Penalty: 4833.209473
	Iteration 33Q: 3 clusters Score -2289878 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -2289891.500000 Penalty: 4833.209473
	Iteration 34Q: 3 clusters Score -2289892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2289894.250000 Penalty: 4833.209473
	Iteration 35Q: 3 clusters Score -2289894 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -2289900.500000 Penalty: 4833.209473
	Iteration 36Q: 3 clusters Score -2289900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2289908.750000 Penalty: 4833.209473
	Iteration 37Q: 3 clusters Score -2289909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -2289917.250000 Penalty: 4833.209473
	Iteration 38Q: 3 clusters Score -2289917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2289925.250000 Penalty: 4833.209473
	Iteration 39Q: 3 clusters Score -2289925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2289930.750000 Penalty: 4833.209473
	Iteration 40F: 3 clusters Score -2289931 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -2289935.000000 Penalty: 4833.209473
	Iteration 41Q: 3 clusters Score -2289935 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -2289944.250000 Penalty: 4833.209473
	Iteration 42Q: 3 clusters Score -2289944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2289948.000000 Penalty: 4833.209473
	Iteration 43Q: 3 clusters Score -2289948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -2289960.250000 Penalty: 4833.209473
	Iteration 44Q: 3 clusters Score -2289960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2289962.500000 Penalty: 4833.209473
	Iteration 45Q: 3 clusters Score -2289962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2289965.250000 Penalty: 4833.209473
	Iteration 46Q: 3 clusters Score -2289965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2289969.000000 Penalty: 4833.209473
	Iteration 47Q: 3 clusters Score -2289969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -2289970.500000 Penalty: 4833.209473
	Iteration 48Q: 3 clusters Score -2289970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2289978.000000 Penalty: 4833.209473
	Iteration 49Q: 3 clusters Score -2289978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2289984.000000 Penalty: 4833.209473
	Iteration 50Q: 3 clusters Score -2289984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -2289989.250000 Penalty: 4833.209473
	Iteration 51Q: 3 clusters Score -2289989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -2289988.500000 Penalty: 4833.209473
	Iteration 52Q: 3 clusters Score -2289988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -2289991.750000 Penalty: 4833.209473
	Iteration 53Q: 3 clusters Score -2289992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2289993.000000 Penalty: 4833.209473
	Iteration 54Q: 3 clusters Score -2289993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2289997.000000 Penalty: 4833.209473
	Iteration 55Q: 3 clusters Score -2289997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -2290001.500000 Penalty: 4833.209473
	Iteration 56Q: 3 clusters Score -2290002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2290004.750000 Penalty: 4833.209473
	Iteration 57Q: 3 clusters Score -2290005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -2290003.750000 Penalty: 4833.209473
	Iteration 58Q: 3 clusters Score -2290004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2290004.500000 Penalty: 4833.209473
	Iteration 59Q: 3 clusters Score -2290004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2290004.250000 Penalty: 4833.209473
	Iteration 60F: 3 clusters Score -2290004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2290004.000000 Penalty: 4833.209473
	Iteration 61Q: 3 clusters Score -2290004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -2290007.500000 Penalty: 4833.209473
	Iteration 62Q: 3 clusters Score -2290008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2290006.500000 Penalty: 4833.209473
	Iteration 63Q: 3 clusters Score -2290006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2290007.250000 Penalty: 4833.209473
	Iteration 64Q: 3 clusters Score -2290007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2290009.750000 Penalty: 4833.209473
	Iteration 65Q: 3 clusters Score -2290010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2290009.750000 Penalty: 4833.209473
	Iteration 66F: 3 clusters Score -2290010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -645795.750000 Penalty: 2088.001221
	Iteration 0F: 2 clusters Score -645795.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -641572.125000 Penalty: 4176.002441
	Iteration 0F: 3 clusters Score -641572.1 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -642570.375000 Penalty: 4176.002441
	Iteration 1F: 3 clusters Score -642570.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -642734.687500 Penalty: 4176.002441
	Iteration 2F: 3 clusters Score -642734.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -642841.687500 Penalty: 4176.002441
	Iteration 3Q: 3 clusters Score -642841.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -642918.750000 Penalty: 4176.002441
	Iteration 4Q: 3 clusters Score -642918.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -642970.812500 Penalty: 4176.002441
	Iteration 5Q: 3 clusters Score -642970.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -643008.000000 Penalty: 4176.002441
	Iteration 6Q: 3 clusters Score -643008 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -643047.000000 Penalty: 4176.002441
	Iteration 7Q: 3 clusters Score -643047 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -643093.312500 Penalty: 4176.002441
	Iteration 8Q: 3 clusters Score -643093.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -643136.937500 Penalty: 4176.002441
	Iteration 9Q: 3 clusters Score -643136.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -643187.937500 Penalty: 4176.002441
	Iteration 10Q: 3 clusters Score -643187.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -643239.500000 Penalty: 4176.002441
	Iteration 11Q: 3 clusters Score -643239.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -643279.437500 Penalty: 4176.002441
	Iteration 12Q: 3 clusters Score -643279.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -643310.062500 Penalty: 4176.002441
	Iteration 13Q: 3 clusters Score -643310.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -643334.312500 Penalty: 4176.002441
	Iteration 14Q: 3 clusters Score -643334.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -643365.312500 Penalty: 4176.002441
	Iteration 15Q: 3 clusters Score -643365.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -643399.062500 Penalty: 4176.002441
	Iteration 16Q: 3 clusters Score -643399.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -643436.437500 Penalty: 4176.002441
	Iteration 17Q: 3 clusters Score -643436.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -643464.875000 Penalty: 4176.002441
	Iteration 18Q: 3 clusters Score -643464.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -643498.562500 Penalty: 4176.002441
	Iteration 19Q: 3 clusters Score -643498.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -643526.187500 Penalty: 4176.002441
	Iteration 20F: 3 clusters Score -643526.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -643552.937500 Penalty: 4176.002441
	Iteration 21Q: 3 clusters Score -643552.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -643576.125000 Penalty: 4176.002441
	Iteration 22Q: 3 clusters Score -643576.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -643591.687500 Penalty: 4176.002441
	Iteration 23Q: 3 clusters Score -643591.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -643600.937500 Penalty: 4176.002441
	Iteration 24Q: 3 clusters Score -643600.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -643606.062500 Penalty: 4176.002441
	Iteration 25Q: 3 clusters Score -643606.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -643614.000000 Penalty: 4176.002441
	Iteration 26Q: 3 clusters Score -643614 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -643622.562500 Penalty: 4176.002441
	Iteration 27Q: 3 clusters Score -643622.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -643632.187500 Penalty: 4176.002441
	Iteration 28Q: 3 clusters Score -643632.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -643640.312500 Penalty: 4176.002441
	Iteration 29Q: 3 clusters Score -643640.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -643645.125000 Penalty: 4176.002441
	Iteration 30Q: 3 clusters Score -643645.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -643652.812500 Penalty: 4176.002441
	Iteration 31Q: 3 clusters Score -643652.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -643661.625000 Penalty: 4176.002441
	Iteration 32Q: 3 clusters Score -643661.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -643670.312500 Penalty: 4176.002441
	Iteration 33Q: 3 clusters Score -643670.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -643679.250000 Penalty: 4176.002441
	Iteration 34Q: 3 clusters Score -643679.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -643688.750000 Penalty: 4176.002441
	Iteration 35Q: 3 clusters Score -643688.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -643701.375000 Penalty: 4176.002441
	Iteration 36Q: 3 clusters Score -643701.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -643710.500000 Penalty: 4176.002441
	Iteration 37Q: 3 clusters Score -643710.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -643727.062500 Penalty: 4176.002441
	Iteration 38Q: 3 clusters Score -643727.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -643740.062500 Penalty: 4176.002441
	Iteration 39Q: 3 clusters Score -643740.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -643752.312500 Penalty: 4176.002441
	Iteration 40F: 3 clusters Score -643752.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -643763.000000 Penalty: 4176.002441
	Iteration 41Q: 3 clusters Score -643763 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -643776.687500 Penalty: 4176.002441
	Iteration 42Q: 3 clusters Score -643776.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -643789.000000 Penalty: 4176.002441
	Iteration 43Q: 3 clusters Score -643789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -643804.000000 Penalty: 4176.002441
	Iteration 44Q: 3 clusters Score -643804 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -643813.812500 Penalty: 4176.002441
	Iteration 45Q: 3 clusters Score -643813.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -643825.187500 Penalty: 4176.002441
	Iteration 46Q: 3 clusters Score -643825.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -643837.250000 Penalty: 4176.002441
	Iteration 47Q: 3 clusters Score -643837.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -643853.312500 Penalty: 4176.002441
	Iteration 48Q: 3 clusters Score -643853.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -643869.562500 Penalty: 4176.002441
	Iteration 49Q: 3 clusters Score -643869.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -643878.125000 Penalty: 4176.002441
	Iteration 50Q: 3 clusters Score -643878.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -643889.187500 Penalty: 4176.002441
	Iteration 51Q: 3 clusters Score -643889.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -643895.562500 Penalty: 4176.002441
	Iteration 52Q: 3 clusters Score -643895.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -643902.000000 Penalty: 4176.002441
	Iteration 53Q: 3 clusters Score -643902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -643910.312500 Penalty: 4176.002441
	Iteration 54Q: 3 clusters Score -643910.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -643916.812500 Penalty: 4176.002441
	Iteration 55Q: 3 clusters Score -643916.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -643923.562500 Penalty: 4176.002441
	Iteration 56Q: 3 clusters Score -643923.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -643932.937500 Penalty: 4176.002441
	Iteration 57Q: 3 clusters Score -643932.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -643940.375000 Penalty: 4176.002441
	Iteration 58Q: 3 clusters Score -643940.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -643953.875000 Penalty: 4176.002441
	Iteration 59Q: 3 clusters Score -643953.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -643959.812500 Penalty: 4176.002441
	Iteration 60F: 3 clusters Score -643959.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -643971.062500 Penalty: 4176.002441
	Iteration 61Q: 3 clusters Score -643971.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -643981.812500 Penalty: 4176.002441
	Iteration 62Q: 3 clusters Score -643981.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -643995.937500 Penalty: 4176.002441
	Iteration 63Q: 3 clusters Score -643995.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -644001.375000 Penalty: 4176.002441
	Iteration 64Q: 3 clusters Score -644001.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -644006.375000 Penalty: 4176.002441
	Iteration 65Q: 3 clusters Score -644006.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -644012.562500 Penalty: 4176.002441
	Iteration 66Q: 3 clusters Score -644012.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -644017.750000 Penalty: 4176.002441
	Iteration 67Q: 3 clusters Score -644017.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -644023.625000 Penalty: 4176.002441
	Iteration 68Q: 3 clusters Score -644023.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -644025.812500 Penalty: 4176.002441
	Iteration 69Q: 3 clusters Score -644025.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -644030.875000 Penalty: 4176.002441
	Iteration 70Q: 3 clusters Score -644030.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -644035.750000 Penalty: 4176.002441
	Iteration 71Q: 3 clusters Score -644035.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -644038.750000 Penalty: 4176.002441
	Iteration 72Q: 3 clusters Score -644038.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -644042.062500 Penalty: 4176.002441
	Iteration 73Q: 3 clusters Score -644042.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -644045.812500 Penalty: 4176.002441
	Iteration 74Q: 3 clusters Score -644045.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -644049.875000 Penalty: 4176.002441
	Iteration 75Q: 3 clusters Score -644049.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -644052.687500 Penalty: 4176.002441
	Iteration 76Q: 3 clusters Score -644052.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -644057.062500 Penalty: 4176.002441
	Iteration 77Q: 3 clusters Score -644057.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -644060.437500 Penalty: 4176.002441
	Iteration 78Q: 3 clusters Score -644060.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -644064.250000 Penalty: 4176.002441
	Iteration 79Q: 3 clusters Score -644064.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -644069.312500 Penalty: 4176.002441
	Iteration 80F: 3 clusters Score -644069.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -644071.625000 Penalty: 4176.002441
	Iteration 81Q: 3 clusters Score -644071.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -644072.250000 Penalty: 4176.002441
	Iteration 82Q: 3 clusters Score -644072.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -644072.937500 Penalty: 4176.002441
	Iteration 83Q: 3 clusters Score -644072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -644073.437500 Penalty: 4176.002441
	Iteration 84Q: 3 clusters Score -644073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -644073.687500 Penalty: 4176.002441
	Iteration 85Q: 3 clusters Score -644073.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -644075.812500 Penalty: 4176.002441
	Iteration 86Q: 3 clusters Score -644075.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -644075.625000 Penalty: 4176.002441
	Iteration 87Q: 3 clusters Score -644075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -644074.687500 Penalty: 4176.002441
	Iteration 88Q: 3 clusters Score -644074.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -644075.687500 Penalty: 4176.002441
	Iteration 89Q: 3 clusters Score -644075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -644075.437500 Penalty: 4176.002441
	Iteration 90Q: 3 clusters Score -644075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -644075.875000 Penalty: 4176.002441
	Iteration 91Q: 3 clusters Score -644075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -644077.437500 Penalty: 4176.002441
	Iteration 92Q: 3 clusters Score -644077.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -644077.437500 Penalty: 4176.002441
	Iteration 93F: 3 clusters Score -644077.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Entering Unmasked Estep 
Score: -177946.171875 Penalty: 1797.099243
	Iteration 0F: 2 clusters Score -177946.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -175967.359375 Penalty: 3594.198486
	Iteration 0F: 3 clusters Score -175967.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -177720.031250 Penalty: 3594.198486
	Iteration 1F: 3 clusters Score -177720 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -179877.750000 Penalty: 3594.198486
	Iteration 2F: 3 clusters Score -179877.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -180985.843750 Penalty: 3594.198486
	Iteration 3F: 3 clusters Score -180985.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -181154.671875 Penalty: 3594.198486
	Iteration 4Q: 3 clusters Score -181154.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -181189.000000 Penalty: 3594.198486
	Iteration 5Q: 3 clusters Score -181189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -181224.750000 Penalty: 3594.198486
	Iteration 6Q: 3 clusters Score -181224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -181267.515625 Penalty: 3594.198486
	Iteration 7Q: 3 clusters Score -181267.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -181267.515625 Penalty: 3594.198486
	Iteration 8F: 3 clusters Score -181267.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 267622 members 
Mstep: Class 2 contains 28871 members 
Mstep: Class 3 contains 13480 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 33027 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 49561 members 
Mstep: Class 8 contains 25277 members 
Mstep: Class 9 contains 166858 members 
Mstep: Class 10 contains 133485 members 
Mstep: Class 11 contains 28962 members 
Mstep: Class 12 contains 44150 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 21285 members 
Mstep: Class 17 contains 17058 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19306 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 28820 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1177 members 
Entering Unmasked Estep 
Score: -122232400.000000 Penalty: 91853.718750
Splitting cluster 19 changes total score from -122230904.000000 to -122232400.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 20 (545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Entering Unmasked Estep 
Score: -71242.593750 Penalty: 1562.594971
	Iteration 0F: 2 clusters Score -71242.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -69743.921875 Penalty: 3125.189941
	Iteration 0F: 3 clusters Score -69743.92 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -69948.093750 Penalty: 3125.189941
	Iteration 1F: 3 clusters Score -69948.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70052.304688 Penalty: 3125.189941
	Iteration 2F: 3 clusters Score -70052.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70110.835938 Penalty: 3125.189941
	Iteration 3Q: 3 clusters Score -70110.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70192.765625 Penalty: 3125.189941
	Iteration 4Q: 3 clusters Score -70192.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70329.492188 Penalty: 3125.189941
	Iteration 5Q: 3 clusters Score -70329.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70456.601562 Penalty: 3125.189941
	Iteration 6Q: 3 clusters Score -70456.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70491.992188 Penalty: 3125.189941
	Iteration 7Q: 3 clusters Score -70491.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -70525.359375 Penalty: 3125.189941
	Iteration 8Q: 3 clusters Score -70525.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -70550.453125 Penalty: 3125.189941
	Iteration 9Q: 3 clusters Score -70550.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -70563.351562 Penalty: 3125.189941
	Iteration 10Q: 3 clusters Score -70563.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70577.226562 Penalty: 3125.189941
	Iteration 11Q: 3 clusters Score -70577.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70586.328125 Penalty: 3125.189941
	Iteration 12Q: 3 clusters Score -70586.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70588.093750 Penalty: 3125.189941
	Iteration 13Q: 3 clusters Score -70588.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -70588.093750 Penalty: 3125.189941
	Iteration 14F: 3 clusters Score -70588.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Entering Unmasked Estep 
Score: -2711980.000000 Penalty: 2447.306641
	Iteration 0F: 2 clusters Score -2711980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2698348.000000 Penalty: 4894.613281
	Iteration 0F: 3 clusters Score -2698348 nChanged 8468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2702904.750000 Penalty: 4894.613281
	Iteration 1F: 3 clusters Score -2702905 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -2703259.250000 Penalty: 4894.613281
	Iteration 2F: 3 clusters Score -2703259 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2703526.750000 Penalty: 4894.613281
	Iteration 3Q: 3 clusters Score -2703527 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2703768.500000 Penalty: 4894.613281
	Iteration 4Q: 3 clusters Score -2703768 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2703993.750000 Penalty: 4894.613281
	Iteration 5Q: 3 clusters Score -2703994 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -2704213.000000 Penalty: 4894.613281
	Iteration 6Q: 3 clusters Score -2704213 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2704468.750000 Penalty: 4894.613281
	Iteration 7Q: 3 clusters Score -2704469 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2704748.000000 Penalty: 4894.613281
	Iteration 8Q: 3 clusters Score -2704748 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2705057.000000 Penalty: 4894.613281
	Iteration 9Q: 3 clusters Score -2705057 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2705383.250000 Penalty: 4894.613281
	Iteration 10Q: 3 clusters Score -2705383 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2705785.500000 Penalty: 4894.613281
	Iteration 11Q: 3 clusters Score -2705786 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2706238.500000 Penalty: 4894.613281
	Iteration 12Q: 3 clusters Score -2706238 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2706697.500000 Penalty: 4894.613281
	Iteration 13Q: 3 clusters Score -2706698 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2707132.250000 Penalty: 4894.613281
	Iteration 14Q: 3 clusters Score -2707132 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2707511.000000 Penalty: 4894.613281
	Iteration 15Q: 3 clusters Score -2707511 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2707765.750000 Penalty: 4894.613281
	Iteration 16Q: 3 clusters Score -2707766 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2707975.750000 Penalty: 4894.613281
	Iteration 17Q: 3 clusters Score -2707976 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2708135.750000 Penalty: 4894.613281
	Iteration 18Q: 3 clusters Score -2708136 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2708244.500000 Penalty: 4894.613281
	Iteration 19Q: 3 clusters Score -2708244 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2708352.750000 Penalty: 4894.613281
	Iteration 20F: 3 clusters Score -2708353 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2708424.750000 Penalty: 4894.613281
	Iteration 21Q: 3 clusters Score -2708425 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -2708496.250000 Penalty: 4894.613281
	Iteration 22Q: 3 clusters Score -2708496 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2708552.500000 Penalty: 4894.613281
	Iteration 23Q: 3 clusters Score -2708552 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2708605.250000 Penalty: 4894.613281
	Iteration 24Q: 3 clusters Score -2708605 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2708664.750000 Penalty: 4894.613281
	Iteration 25Q: 3 clusters Score -2708665 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2708738.500000 Penalty: 4894.613281
	Iteration 26Q: 3 clusters Score -2708738 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -2708808.000000 Penalty: 4894.613281
	Iteration 27Q: 3 clusters Score -2708808 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2708871.250000 Penalty: 4894.613281
	Iteration 28Q: 3 clusters Score -2708871 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2708952.500000 Penalty: 4894.613281
	Iteration 29Q: 3 clusters Score -2708952 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2709030.500000 Penalty: 4894.613281
	Iteration 30Q: 3 clusters Score -2709030 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2709112.000000 Penalty: 4894.613281
	Iteration 31Q: 3 clusters Score -2709112 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2709176.750000 Penalty: 4894.613281
	Iteration 32Q: 3 clusters Score -2709177 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -2709229.000000 Penalty: 4894.613281
	Iteration 33Q: 3 clusters Score -2709229 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2709284.500000 Penalty: 4894.613281
	Iteration 34Q: 3 clusters Score -2709284 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -2709318.000000 Penalty: 4894.613281
	Iteration 35Q: 3 clusters Score -2709318 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2709362.250000 Penalty: 4894.613281
	Iteration 36Q: 3 clusters Score -2709362 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2709390.750000 Penalty: 4894.613281
	Iteration 37Q: 3 clusters Score -2709391 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -2709421.250000 Penalty: 4894.613281
	Iteration 38Q: 3 clusters Score -2709421 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2709450.000000 Penalty: 4894.613281
	Iteration 39Q: 3 clusters Score -2709450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2709473.500000 Penalty: 4894.613281
	Iteration 40F: 3 clusters Score -2709474 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2709507.500000 Penalty: 4894.613281
	Iteration 41Q: 3 clusters Score -2709508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2709545.500000 Penalty: 4894.613281
	Iteration 42Q: 3 clusters Score -2709546 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2709573.000000 Penalty: 4894.613281
	Iteration 43Q: 3 clusters Score -2709573 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2709594.000000 Penalty: 4894.613281
	Iteration 44Q: 3 clusters Score -2709594 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2709613.750000 Penalty: 4894.613281
	Iteration 45Q: 3 clusters Score -2709614 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2709632.750000 Penalty: 4894.613281
	Iteration 46Q: 3 clusters Score -2709633 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -2709654.750000 Penalty: 4894.613281
	Iteration 47Q: 3 clusters Score -2709655 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2709673.250000 Penalty: 4894.613281
	Iteration 48Q: 3 clusters Score -2709673 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2709685.250000 Penalty: 4894.613281
	Iteration 49Q: 3 clusters Score -2709685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2709704.250000 Penalty: 4894.613281
	Iteration 50Q: 3 clusters Score -2709704 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2709713.250000 Penalty: 4894.613281
	Iteration 51Q: 3 clusters Score -2709713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2709725.000000 Penalty: 4894.613281
	Iteration 52Q: 3 clusters Score -2709725 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2709736.000000 Penalty: 4894.613281
	Iteration 53Q: 3 clusters Score -2709736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2709737.750000 Penalty: 4894.613281
	Iteration 54Q: 3 clusters Score -2709738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2709743.250000 Penalty: 4894.613281
	Iteration 55Q: 3 clusters Score -2709743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2709755.750000 Penalty: 4894.613281
	Iteration 56Q: 3 clusters Score -2709756 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -2709772.000000 Penalty: 4894.613281
	Iteration 57Q: 3 clusters Score -2709772 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2709785.000000 Penalty: 4894.613281
	Iteration 58Q: 3 clusters Score -2709785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2709795.250000 Penalty: 4894.613281
	Iteration 59Q: 3 clusters Score -2709795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2709806.750000 Penalty: 4894.613281
	Iteration 60F: 3 clusters Score -2709807 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2709813.000000 Penalty: 4894.613281
	Iteration 61Q: 3 clusters Score -2709813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2709816.250000 Penalty: 4894.613281
	Iteration 62Q: 3 clusters Score -2709816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2709827.250000 Penalty: 4894.613281
	Iteration 63Q: 3 clusters Score -2709827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -2709839.500000 Penalty: 4894.613281
	Iteration 64Q: 3 clusters Score -2709840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2709838.750000 Penalty: 4894.613281
	Iteration 65Q: 3 clusters Score -2709839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2709847.750000 Penalty: 4894.613281
	Iteration 66Q: 3 clusters Score -2709848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2709848.250000 Penalty: 4894.613281
	Iteration 67Q: 3 clusters Score -2709848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2709850.750000 Penalty: 4894.613281
	Iteration 68Q: 3 clusters Score -2709851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -2709852.500000 Penalty: 4894.613281
	Iteration 69Q: 3 clusters Score -2709852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2709860.000000 Penalty: 4894.613281
	Iteration 70Q: 3 clusters Score -2709860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2709859.250000 Penalty: 4894.613281
	Iteration 71Q: 3 clusters Score -2709859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2709855.750000 Penalty: 4894.613281
	Iteration 72Q: 3 clusters Score -2709856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2709857.250000 Penalty: 4894.613281
	Iteration 73Q: 3 clusters Score -2709857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2709855.750000 Penalty: 4894.613281
	Iteration 74Q: 3 clusters Score -2709856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2709853.750000 Penalty: 4894.613281
	Iteration 75Q: 3 clusters Score -2709854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2709857.250000 Penalty: 4894.613281
	Iteration 76Q: 3 clusters Score -2709857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2709859.250000 Penalty: 4894.613281
	Iteration 77Q: 3 clusters Score -2709859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2709863.250000 Penalty: 4894.613281
	Iteration 78Q: 3 clusters Score -2709863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2709863.250000 Penalty: 4894.613281
	Iteration 79Q: 3 clusters Score -2709863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2709862.750000 Penalty: 4894.613281
	Iteration 80F: 3 clusters Score -2709863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2709867.250000 Penalty: 4894.613281
	Iteration 81Q: 3 clusters Score -2709867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2709867.000000 Penalty: 4894.613281
	Iteration 82Q: 3 clusters Score -2709867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2709873.750000 Penalty: 4894.613281
	Iteration 83Q: 3 clusters Score -2709874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2709872.250000 Penalty: 4894.613281
	Iteration 84Q: 3 clusters Score -2709872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2709875.000000 Penalty: 4894.613281
	Iteration 85Q: 3 clusters Score -2709875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2709875.250000 Penalty: 4894.613281
	Iteration 86Q: 3 clusters Score -2709875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2709877.750000 Penalty: 4894.613281
	Iteration 87Q: 3 clusters Score -2709878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2709878.250000 Penalty: 4894.613281
	Iteration 88Q: 3 clusters Score -2709878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2709880.750000 Penalty: 4894.613281
	Iteration 89Q: 3 clusters Score -2709881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2709883.750000 Penalty: 4894.613281
	Iteration 90Q: 3 clusters Score -2709884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2709885.500000 Penalty: 4894.613281
	Iteration 91Q: 3 clusters Score -2709886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2709889.500000 Penalty: 4894.613281
	Iteration 92Q: 3 clusters Score -2709890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2709892.000000 Penalty: 4894.613281
	Iteration 93Q: 3 clusters Score -2709892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2709894.750000 Penalty: 4894.613281
	Iteration 94Q: 3 clusters Score -2709895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2709896.500000 Penalty: 4894.613281
	Iteration 95Q: 3 clusters Score -2709896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2709897.750000 Penalty: 4894.613281
	Iteration 96Q: 3 clusters Score -2709898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2709902.500000 Penalty: 4894.613281
	Iteration 97Q: 3 clusters Score -2709902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2709899.250000 Penalty: 4894.613281
	Iteration 98Q: 3 clusters Score -2709899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2709904.000000 Penalty: 4894.613281
	Iteration 99Q: 3 clusters Score -2709904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2709910.750000 Penalty: 4894.613281
	Iteration 100F: 3 clusters Score -2709911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2709912.750000 Penalty: 4894.613281
	Iteration 101Q: 3 clusters Score -2709913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2709918.000000 Penalty: 4894.613281
	Iteration 102Q: 3 clusters Score -2709918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -2709920.500000 Penalty: 4894.613281
	Iteration 103Q: 3 clusters Score -2709920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2709925.000000 Penalty: 4894.613281
	Iteration 104Q: 3 clusters Score -2709925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2709922.750000 Penalty: 4894.613281
	Iteration 105Q: 3 clusters Score -2709923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2709926.750000 Penalty: 4894.613281
	Iteration 106Q: 3 clusters Score -2709927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2709932.000000 Penalty: 4894.613281
	Iteration 107Q: 3 clusters Score -2709932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2709932.000000 Penalty: 4894.613281
	Iteration 108Q: 3 clusters Score -2709932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2709938.000000 Penalty: 4894.613281
	Iteration 109Q: 3 clusters Score -2709938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2709936.250000 Penalty: 4894.613281
	Iteration 110Q: 3 clusters Score -2709936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2709935.750000 Penalty: 4894.613281
	Iteration 111Q: 3 clusters Score -2709936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2709936.250000 Penalty: 4894.613281
	Iteration 112Q: 3 clusters Score -2709936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2709942.750000 Penalty: 4894.613281
	Iteration 113Q: 3 clusters Score -2709943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2709941.750000 Penalty: 4894.613281
	Iteration 114Q: 3 clusters Score -2709942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2709942.500000 Penalty: 4894.613281
	Iteration 115Q: 3 clusters Score -2709942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2709943.250000 Penalty: 4894.613281
	Iteration 116Q: 3 clusters Score -2709943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2709945.500000 Penalty: 4894.613281
	Iteration 117Q: 3 clusters Score -2709946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2709951.250000 Penalty: 4894.613281
	Iteration 118Q: 3 clusters Score -2709951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2709949.000000 Penalty: 4894.613281
	Iteration 119Q: 3 clusters Score -2709949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2709950.500000 Penalty: 4894.613281
	Iteration 120F: 3 clusters Score -2709950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2709951.500000 Penalty: 4894.613281
	Iteration 121Q: 3 clusters Score -2709952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2709951.500000 Penalty: 4894.613281
	Iteration 122F: 3 clusters Score -2709952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Entering Unmasked Estep 
Score: -86465.062500 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -86465.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -84875.546875 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -84875.55 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -85320.960938 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -85320.96 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -85823.359375 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -85823.36 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -86172.554688 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -86172.55 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -86388.671875 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -86388.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -86571.914062 Penalty: 3274.210205
	Iteration 5Q: 3 clusters Score -86571.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -86641.570312 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -86641.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -86674.750000 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -86674.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -86699.000000 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -86699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -86699.000000 Penalty: 3274.210205
	Iteration 9F: 3 clusters Score -86699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 267622 members 
Mstep: Class 2 contains 28871 members 
Mstep: Class 3 contains 13480 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 33027 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 49561 members 
Mstep: Class 8 contains 25277 members 
Mstep: Class 9 contains 166858 members 
Mstep: Class 10 contains 133485 members 
Mstep: Class 11 contains 28962 members 
Mstep: Class 12 contains 44150 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 21285 members 
Mstep: Class 17 contains 17058 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19306 members 
Mstep: Class 22 contains 96 members 
Mstep: Class 23 contains 28820 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 530 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1177 members 
Mstep: Class 28 contains 640 members 
Entering Unmasked Estep 
Score: -122230856.000000 Penalty: 95255.710938
Splitting cluster 22 changes total score from -122230904.000000 to -122230856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (28820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Entering Unmasked Estep 
Score: -3893045.500000 Penalty: 2546.668457
	Iteration 0F: 2 clusters Score -3893046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3873241.500000 Penalty: 5093.336914
	Iteration 0F: 3 clusters Score -3873242 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -3880344.750000 Penalty: 5093.336914
	Iteration 1F: 3 clusters Score -3880345 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3881023.500000 Penalty: 5093.336914
	Iteration 2F: 3 clusters Score -3881024 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -3881812.000000 Penalty: 5093.336914
	Iteration 3F: 3 clusters Score -3881812 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -3882713.250000 Penalty: 5093.336914
	Iteration 4F: 3 clusters Score -3882713 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3883711.500000 Penalty: 5093.336914
	Iteration 5F: 3 clusters Score -3883712 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3884651.000000 Penalty: 5093.336914
	Iteration 6F: 3 clusters Score -3884651 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3885407.000000 Penalty: 5093.336914
	Iteration 7F: 3 clusters Score -3885407 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -3885993.500000 Penalty: 5093.336914
	Iteration 8Q: 3 clusters Score -3885994 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3886358.500000 Penalty: 5093.336914
	Iteration 9Q: 3 clusters Score -3886358 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -3886551.500000 Penalty: 5093.336914
	Iteration 10Q: 3 clusters Score -3886552 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3886689.250000 Penalty: 5093.336914
	Iteration 11Q: 3 clusters Score -3886689 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -3886782.250000 Penalty: 5093.336914
	Iteration 12Q: 3 clusters Score -3886782 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3886850.000000 Penalty: 5093.336914
	Iteration 13Q: 3 clusters Score -3886850 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -3886893.250000 Penalty: 5093.336914
	Iteration 14Q: 3 clusters Score -3886893 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3886968.750000 Penalty: 5093.336914
	Iteration 15Q: 3 clusters Score -3886969 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -3887013.000000 Penalty: 5093.336914
	Iteration 16Q: 3 clusters Score -3887013 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -3887094.000000 Penalty: 5093.336914
	Iteration 17Q: 3 clusters Score -3887094 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3887167.000000 Penalty: 5093.336914
	Iteration 18Q: 3 clusters Score -3887167 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -3887260.500000 Penalty: 5093.336914
	Iteration 19Q: 3 clusters Score -3887260 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3887357.250000 Penalty: 5093.336914
	Iteration 20F: 3 clusters Score -3887357 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -3887459.250000 Penalty: 5093.336914
	Iteration 21Q: 3 clusters Score -3887459 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -3887592.000000 Penalty: 5093.336914
	Iteration 22Q: 3 clusters Score -3887592 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -3887749.500000 Penalty: 5093.336914
	Iteration 23Q: 3 clusters Score -3887750 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -3887909.750000 Penalty: 5093.336914
	Iteration 24Q: 3 clusters Score -3887910 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -3888131.250000 Penalty: 5093.336914
	Iteration 25Q: 3 clusters Score -3888131 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3888429.000000 Penalty: 5093.336914
	Iteration 26Q: 3 clusters Score -3888429 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3888769.750000 Penalty: 5093.336914
	Iteration 27Q: 3 clusters Score -3888770 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -3889093.750000 Penalty: 5093.336914
	Iteration 28Q: 3 clusters Score -3889094 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -3889389.250000 Penalty: 5093.336914
	Iteration 29Q: 3 clusters Score -3889389 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -3889618.500000 Penalty: 5093.336914
	Iteration 30Q: 3 clusters Score -3889618 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3889855.750000 Penalty: 5093.336914
	Iteration 31Q: 3 clusters Score -3889856 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -3890081.000000 Penalty: 5093.336914
	Iteration 32Q: 3 clusters Score -3890081 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -3890272.750000 Penalty: 5093.336914
	Iteration 33Q: 3 clusters Score -3890273 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3890406.250000 Penalty: 5093.336914
	Iteration 34Q: 3 clusters Score -3890406 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -3890524.000000 Penalty: 5093.336914
	Iteration 35Q: 3 clusters Score -3890524 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3890600.000000 Penalty: 5093.336914
	Iteration 36Q: 3 clusters Score -3890600 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3890645.500000 Penalty: 5093.336914
	Iteration 37Q: 3 clusters Score -3890646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3890690.750000 Penalty: 5093.336914
	Iteration 38Q: 3 clusters Score -3890691 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3890724.750000 Penalty: 5093.336914
	Iteration 39Q: 3 clusters Score -3890725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -3890759.750000 Penalty: 5093.336914
	Iteration 40F: 3 clusters Score -3890760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -3890791.500000 Penalty: 5093.336914
	Iteration 41Q: 3 clusters Score -3890792 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 28037 members 
Entering Unmasked Estep 
Score: -3890806.000000 Penalty: 5093.336914
	Iteration 42Q: 3 clusters Score -3890806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -3890823.500000 Penalty: 5093.336914
	Iteration 43Q: 3 clusters Score -3890824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -3890830.500000 Penalty: 5093.336914
	Iteration 44Q: 3 clusters Score -3890830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -3890832.500000 Penalty: 5093.336914
	Iteration 45Q: 3 clusters Score -3890832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -3890842.500000 Penalty: 5093.336914
	Iteration 46Q: 3 clusters Score -3890842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -3890849.750000 Penalty: 5093.336914
	Iteration 47Q: 3 clusters Score -3890850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 28118 members 
Entering Unmasked Estep 
Score: -3890859.250000 Penalty: 5093.336914
	Iteration 48Q: 3 clusters Score -3890859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -3890863.250000 Penalty: 5093.336914
	Iteration 49Q: 3 clusters Score -3890863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -3890870.750000 Penalty: 5093.336914
	Iteration 50Q: 3 clusters Score -3890871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -3890876.750000 Penalty: 5093.336914
	Iteration 51Q: 3 clusters Score -3890877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3890883.000000 Penalty: 5093.336914
	Iteration 52Q: 3 clusters Score -3890883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -3890888.500000 Penalty: 5093.336914
	Iteration 53Q: 3 clusters Score -3890888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3890886.500000 Penalty: 5093.336914
	Iteration 54Q: 3 clusters Score -3890886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -3890889.000000 Penalty: 5093.336914
	Iteration 55Q: 3 clusters Score -3890889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3890891.750000 Penalty: 5093.336914
	Iteration 56Q: 3 clusters Score -3890892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -3890892.250000 Penalty: 5093.336914
	Iteration 57Q: 3 clusters Score -3890892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3890891.500000 Penalty: 5093.336914
	Iteration 58Q: 3 clusters Score -3890892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3890892.000000 Penalty: 5093.336914
	Iteration 59Q: 3 clusters Score -3890892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3890892.000000 Penalty: 5093.336914
	Iteration 60F: 3 clusters Score -3890892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -64795.230469 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -64795.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63355.082031 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -63355.08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -63518.730469 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -63518.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -63584.125000 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -63584.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -63628.359375 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -63628.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -63664.085938 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -63664.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -63698.691406 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -63698.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63720.062500 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -63720.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -63732.894531 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -63732.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63759.234375 Penalty: 3073.436279
	Iteration 8Q: 3 clusters Score -63759.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -63777.750000 Penalty: 3073.436279
	Iteration 9Q: 3 clusters Score -63777.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -63792.906250 Penalty: 3073.436279
	Iteration 10Q: 3 clusters Score -63792.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63794.109375 Penalty: 3073.436279
	Iteration 11Q: 3 clusters Score -63794.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -63794.109375 Penalty: 3073.436279
	Iteration 12F: 3 clusters Score -63794.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Entering Unmasked Estep 
Score: -60716.859375 Penalty: 1555.673584
	Iteration 0F: 2 clusters Score -60716.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -59316.320312 Penalty: 3111.347168
	Iteration 0F: 3 clusters Score -59316.32 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -59849.726562 Penalty: 3111.347168
	Iteration 1F: 3 clusters Score -59849.73 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -60670.089844 Penalty: 3111.347168
	Iteration 2F: 3 clusters Score -60670.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -61712.605469 Penalty: 3111.347168
	Iteration 3F: 3 clusters Score -61712.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -62122.875000 Penalty: 3111.347168
	Iteration 4Q: 3 clusters Score -62122.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62346.500000 Penalty: 3111.347168
	Iteration 5Q: 3 clusters Score -62346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -62650.378906 Penalty: 3111.347168
	Iteration 6Q: 3 clusters Score -62650.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62953.843750 Penalty: 3111.347168
	Iteration 7Q: 3 clusters Score -62953.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62991.226562 Penalty: 3111.347168
	Iteration 8Q: 3 clusters Score -62991.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -62991.226562 Penalty: 3111.347168
	Iteration 9F: 3 clusters Score -62991.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 267622 members 
Mstep: Class 2 contains 28871 members 
Mstep: Class 3 contains 13480 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 33027 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 49561 members 
Mstep: Class 8 contains 25277 members 
Mstep: Class 9 contains 166858 members 
Mstep: Class 10 contains 133485 members 
Mstep: Class 11 contains 28962 members 
Mstep: Class 12 contains 44150 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 21285 members 
Mstep: Class 17 contains 17058 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19306 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 28820 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 257 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1177 members 
Mstep: Class 28 contains 273 members 
Entering Unmasked Estep 
Score: -122232800.000000 Penalty: 95255.710938
Splitting cluster 25 changes total score from -122230904.000000 to -122232800.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 26 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -29311.052734 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -29311.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28137.005859 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -28137.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28220.447266 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -28220.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28237.066406 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -28237.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28330.626953 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -28330.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28405.916016 Penalty: 2705.839355
	Iteration 4Q: 3 clusters Score -28405.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -28427.068359 Penalty: 2705.839355
	Iteration 5Q: 3 clusters Score -28427.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28436.679688 Penalty: 2705.839355
	Iteration 6Q: 3 clusters Score -28436.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28436.679688 Penalty: 2705.839355
	Iteration 7F: 3 clusters Score -28436.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 267622 members 
Mstep: Class 2 contains 28871 members 
Mstep: Class 3 contains 13480 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 33027 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 49561 members 
Mstep: Class 8 contains 25277 members 
Mstep: Class 9 contains 166858 members 
Mstep: Class 10 contains 133485 members 
Mstep: Class 11 contains 28962 members 
Mstep: Class 12 contains 44150 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 445 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 21285 members 
Mstep: Class 17 contains 17058 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19306 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 28820 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 257 members 
Mstep: Class 26 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122232848.000000 Penalty: 95255.710938
Iteration 79Q: 29 clusters Score -1.222328e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 267568 members 
Mstep: Class 2 contains 28872 members 
Mstep: Class 3 contains 13468 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 33028 members 
Mstep: Class 6 contains 5051 members 
Mstep: Class 7 contains 49662 members 
Mstep: Class 8 contains 25278 members 
Mstep: Class 9 contains 166853 members 
Mstep: Class 10 contains 133459 members 
Mstep: Class 11 contains 28960 members 
Mstep: Class 12 contains 44156 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 449 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 21272 members 
Mstep: Class 17 contains 17058 members 
Mstep: Class 18 contains 4524 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 545 members 
Mstep: Class 21 contains 19319 members 
Mstep: Class 22 contains 736 members 
Mstep: Class 23 contains 28822 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1169 members 
Mstep: Class 28 contains 275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122234224.000000 Penalty: 95255.710938
Iteration 80F: 29 clusters Score -1.222342e+08 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 267544 members 
Mstep: Class 2 contains 28871 members 
Mstep: Class 3 contains 13452 members 
Mstep: Class 4 contains 5645 members 
Mstep: Class 5 contains 33029 members 
Mstep: Class 6 contains 5052 members 
Mstep: Class 7 contains 49758 members 
Mstep: Class 8 contains 25278 members 
Mstep: Class 9 contains 166847 members 
Mstep: Class 10 contains 133418 members 
Mstep: Class 11 contains 28963 members 
Mstep: Class 12 contains 44156 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 441 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 21257 members 
Mstep: Class 17 contains 17057 members 
Mstep: Class 18 contains 4518 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 19321 members 
Mstep: Class 22 contains 771 members 
Mstep: Class 23 contains 28824 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1177 members 
Mstep: Class 28 contains 278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122236216.000000 Penalty: 95255.710938
Iteration 81Q: 29 clusters Score -1.222362e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267493 members 
Mstep: Class 2 contains 28870 members 
Mstep: Class 3 contains 13483 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33031 members 
Mstep: Class 6 contains 5051 members 
Mstep: Class 7 contains 49845 members 
Mstep: Class 8 contains 25279 members 
Mstep: Class 9 contains 166851 members 
Mstep: Class 10 contains 133400 members 
Mstep: Class 11 contains 29026 members 
Mstep: Class 12 contains 44157 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 437 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 21246 members 
Mstep: Class 17 contains 17069 members 
Mstep: Class 18 contains 4504 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 544 members 
Mstep: Class 21 contains 19328 members 
Mstep: Class 22 contains 652 members 
Mstep: Class 23 contains 28824 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1176 members 
Mstep: Class 28 contains 283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122236656.000000 Penalty: 95255.710938
Iteration 82Q: 29 clusters Score -1.222367e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267445 members 
Mstep: Class 2 contains 28876 members 
Mstep: Class 3 contains 13494 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 33044 members 
Mstep: Class 6 contains 5053 members 
Mstep: Class 7 contains 49926 members 
Mstep: Class 8 contains 25278 members 
Mstep: Class 9 contains 166855 members 
Mstep: Class 10 contains 133388 members 
Mstep: Class 11 contains 29040 members 
Mstep: Class 12 contains 44164 members 
Mstep: Class 13 contains 8137 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 21233 members 
Mstep: Class 17 contains 17072 members 
Mstep: Class 18 contains 4489 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19336 members 
Mstep: Class 22 contains 583 members 
Mstep: Class 23 contains 28827 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1173 members 
Mstep: Class 28 contains 289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122236912.000000 Penalty: 95255.710938
Iteration 83Q: 29 clusters Score -1.222369e+08 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267406 members 
Mstep: Class 2 contains 28884 members 
Mstep: Class 3 contains 13479 members 
Mstep: Class 4 contains 5657 members 
Mstep: Class 5 contains 33051 members 
Mstep: Class 6 contains 5053 members 
Mstep: Class 7 contains 50018 members 
Mstep: Class 8 contains 25270 members 
Mstep: Class 9 contains 166865 members 
Mstep: Class 10 contains 133386 members 
Mstep: Class 11 contains 29042 members 
Mstep: Class 12 contains 44176 members 
Mstep: Class 13 contains 8136 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21207 members 
Mstep: Class 17 contains 17072 members 
Mstep: Class 18 contains 4473 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19342 members 
Mstep: Class 22 contains 546 members 
Mstep: Class 23 contains 28834 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1167 members 
Mstep: Class 28 contains 296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122236912.000000 Penalty: 95255.710938
Iteration 84Q: 29 clusters Score -1.222369e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267358 members 
Mstep: Class 2 contains 28884 members 
Mstep: Class 3 contains 13466 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 33063 members 
Mstep: Class 6 contains 5058 members 
Mstep: Class 7 contains 50096 members 
Mstep: Class 8 contains 25265 members 
Mstep: Class 9 contains 166869 members 
Mstep: Class 10 contains 133388 members 
Mstep: Class 11 contains 29035 members 
Mstep: Class 12 contains 44190 members 
Mstep: Class 13 contains 8135 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21185 members 
Mstep: Class 17 contains 17074 members 
Mstep: Class 18 contains 4459 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19350 members 
Mstep: Class 22 contains 530 members 
Mstep: Class 23 contains 28836 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1155 members 
Mstep: Class 28 contains 308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237304.000000 Penalty: 95255.710938
Iteration 85Q: 29 clusters Score -1.222373e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267342 members 
Mstep: Class 2 contains 28884 members 
Mstep: Class 3 contains 13441 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 33071 members 
Mstep: Class 6 contains 5054 members 
Mstep: Class 7 contains 50162 members 
Mstep: Class 8 contains 25263 members 
Mstep: Class 9 contains 166864 members 
Mstep: Class 10 contains 133393 members 
Mstep: Class 11 contains 29033 members 
Mstep: Class 12 contains 44206 members 
Mstep: Class 13 contains 8134 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21161 members 
Mstep: Class 17 contains 17078 members 
Mstep: Class 18 contains 4444 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19354 members 
Mstep: Class 22 contains 520 members 
Mstep: Class 23 contains 28837 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1143 members 
Mstep: Class 28 contains 320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237488.000000 Penalty: 95255.710938
Iteration 86Q: 29 clusters Score -1.222375e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267327 members 
Mstep: Class 2 contains 28889 members 
Mstep: Class 3 contains 13402 members 
Mstep: Class 4 contains 5658 members 
Mstep: Class 5 contains 33082 members 
Mstep: Class 6 contains 5054 members 
Mstep: Class 7 contains 50240 members 
Mstep: Class 8 contains 25262 members 
Mstep: Class 9 contains 166857 members 
Mstep: Class 10 contains 133390 members 
Mstep: Class 11 contains 29021 members 
Mstep: Class 12 contains 44228 members 
Mstep: Class 13 contains 8135 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21133 members 
Mstep: Class 17 contains 17075 members 
Mstep: Class 18 contains 4433 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19361 members 
Mstep: Class 22 contains 512 members 
Mstep: Class 23 contains 28838 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237624.000000 Penalty: 95255.710938
Iteration 87Q: 29 clusters Score -1.222376e+08 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267328 members 
Mstep: Class 2 contains 28889 members 
Mstep: Class 3 contains 13376 members 
Mstep: Class 4 contains 5657 members 
Mstep: Class 5 contains 33090 members 
Mstep: Class 6 contains 5055 members 
Mstep: Class 7 contains 50307 members 
Mstep: Class 8 contains 25262 members 
Mstep: Class 9 contains 166851 members 
Mstep: Class 10 contains 133371 members 
Mstep: Class 11 contains 29010 members 
Mstep: Class 12 contains 44247 members 
Mstep: Class 13 contains 8134 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21116 members 
Mstep: Class 17 contains 17075 members 
Mstep: Class 18 contains 4420 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19363 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 28838 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237512.000000 Penalty: 95255.710938
Iteration 88Q: 29 clusters Score -1.222375e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267306 members 
Mstep: Class 2 contains 28887 members 
Mstep: Class 3 contains 13347 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 33095 members 
Mstep: Class 6 contains 5060 members 
Mstep: Class 7 contains 50379 members 
Mstep: Class 8 contains 25267 members 
Mstep: Class 9 contains 166828 members 
Mstep: Class 10 contains 133356 members 
Mstep: Class 11 contains 29000 members 
Mstep: Class 12 contains 44271 members 
Mstep: Class 13 contains 8133 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21114 members 
Mstep: Class 17 contains 17073 members 
Mstep: Class 18 contains 4410 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19366 members 
Mstep: Class 22 contains 505 members 
Mstep: Class 23 contains 28840 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237552.000000 Penalty: 95255.710938
Iteration 89Q: 29 clusters Score -1.222376e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267284 members 
Mstep: Class 2 contains 28885 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 33101 members 
Mstep: Class 6 contains 5060 members 
Mstep: Class 7 contains 50449 members 
Mstep: Class 8 contains 25267 members 
Mstep: Class 9 contains 166823 members 
Mstep: Class 10 contains 133334 members 
Mstep: Class 11 contains 28993 members 
Mstep: Class 12 contains 44290 members 
Mstep: Class 13 contains 8133 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21110 members 
Mstep: Class 17 contains 17073 members 
Mstep: Class 18 contains 4399 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19374 members 
Mstep: Class 22 contains 501 members 
Mstep: Class 23 contains 28840 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237736.000000 Penalty: 95255.710938
Iteration 90Q: 29 clusters Score -1.222377e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267258 members 
Mstep: Class 2 contains 28888 members 
Mstep: Class 3 contains 13286 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 33106 members 
Mstep: Class 6 contains 5061 members 
Mstep: Class 7 contains 50523 members 
Mstep: Class 8 contains 25266 members 
Mstep: Class 9 contains 166815 members 
Mstep: Class 10 contains 133307 members 
Mstep: Class 11 contains 28989 members 
Mstep: Class 12 contains 44303 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 17 contains 17072 members 
Mstep: Class 18 contains 4392 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19389 members 
Mstep: Class 22 contains 500 members 
Mstep: Class 23 contains 28840 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237840.000000 Penalty: 95255.710938
Iteration 91Q: 29 clusters Score -1.222378e+08 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267249 members 
Mstep: Class 2 contains 28889 members 
Mstep: Class 3 contains 13251 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 33107 members 
Mstep: Class 6 contains 5059 members 
Mstep: Class 7 contains 50606 members 
Mstep: Class 8 contains 25266 members 
Mstep: Class 9 contains 166811 members 
Mstep: Class 10 contains 133255 members 
Mstep: Class 11 contains 28992 members 
Mstep: Class 12 contains 44320 members 
Mstep: Class 13 contains 8131 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21104 members 
Mstep: Class 17 contains 17071 members 
Mstep: Class 18 contains 4383 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19400 members 
Mstep: Class 22 contains 499 members 
Mstep: Class 23 contains 28839 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122238008.000000 Penalty: 95255.710938
Iteration 92Q: 29 clusters Score -1.22238e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267236 members 
Mstep: Class 2 contains 28888 members 
Mstep: Class 3 contains 13222 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 33109 members 
Mstep: Class 6 contains 5057 members 
Mstep: Class 7 contains 50695 members 
Mstep: Class 8 contains 25267 members 
Mstep: Class 9 contains 166808 members 
Mstep: Class 10 contains 133215 members 
Mstep: Class 11 contains 28988 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 17 contains 17070 members 
Mstep: Class 18 contains 4368 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19412 members 
Mstep: Class 22 contains 498 members 
Mstep: Class 23 contains 28839 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237936.000000 Penalty: 95255.710938
Iteration 93Q: 29 clusters Score -1.222379e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267221 members 
Mstep: Class 2 contains 28886 members 
Mstep: Class 3 contains 13206 members 
Mstep: Class 4 contains 5669 members 
Mstep: Class 5 contains 33110 members 
Mstep: Class 6 contains 5060 members 
Mstep: Class 7 contains 50756 members 
Mstep: Class 8 contains 25271 members 
Mstep: Class 9 contains 166793 members 
Mstep: Class 10 contains 133214 members 
Mstep: Class 11 contains 28985 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21087 members 
Mstep: Class 17 contains 17068 members 
Mstep: Class 18 contains 4354 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19418 members 
Mstep: Class 22 contains 497 members 
Mstep: Class 23 contains 28839 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237952.000000 Penalty: 95255.710938
Iteration 94Q: 29 clusters Score -1.22238e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267199 members 
Mstep: Class 2 contains 28888 members 
Mstep: Class 3 contains 13192 members 
Mstep: Class 4 contains 5669 members 
Mstep: Class 5 contains 33112 members 
Mstep: Class 6 contains 5060 members 
Mstep: Class 7 contains 50824 members 
Mstep: Class 8 contains 25272 members 
Mstep: Class 9 contains 166784 members 
Mstep: Class 10 contains 133202 members 
Mstep: Class 11 contains 28979 members 
Mstep: Class 12 contains 44333 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21079 members 
Mstep: Class 17 contains 17066 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19426 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 23 contains 28841 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237864.000000 Penalty: 95255.710938
Iteration 95Q: 29 clusters Score -1.222379e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267187 members 
Mstep: Class 2 contains 28890 members 
Mstep: Class 3 contains 13173 members 
Mstep: Class 4 contains 5669 members 
Mstep: Class 5 contains 33113 members 
Mstep: Class 6 contains 5069 members 
Mstep: Class 7 contains 50876 members 
Mstep: Class 8 contains 25272 members 
Mstep: Class 9 contains 166776 members 
Mstep: Class 10 contains 133180 members 
Mstep: Class 11 contains 28974 members 
Mstep: Class 12 contains 44338 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21071 members 
Mstep: Class 17 contains 17066 members 
Mstep: Class 18 contains 4338 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19436 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 23 contains 28841 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237856.000000 Penalty: 95255.710938
Iteration 96Q: 29 clusters Score -1.222379e+08 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267158 members 
Mstep: Class 2 contains 28890 members 
Mstep: Class 3 contains 13160 members 
Mstep: Class 4 contains 5671 members 
Mstep: Class 5 contains 33115 members 
Mstep: Class 6 contains 5070 members 
Mstep: Class 7 contains 50937 members 
Mstep: Class 8 contains 25273 members 
Mstep: Class 9 contains 166770 members 
Mstep: Class 10 contains 133167 members 
Mstep: Class 11 contains 28971 members 
Mstep: Class 12 contains 44342 members 
Mstep: Class 13 contains 8131 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21066 members 
Mstep: Class 17 contains 17067 members 
Mstep: Class 18 contains 4327 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19442 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 23 contains 28844 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237816.000000 Penalty: 95255.710938
Iteration 97Q: 29 clusters Score -1.222378e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267138 members 
Mstep: Class 2 contains 28890 members 
Mstep: Class 3 contains 13147 members 
Mstep: Class 4 contains 5669 members 
Mstep: Class 5 contains 33115 members 
Mstep: Class 6 contains 5071 members 
Mstep: Class 7 contains 50979 members 
Mstep: Class 8 contains 25273 members 
Mstep: Class 9 contains 166766 members 
Mstep: Class 10 contains 133165 members 
Mstep: Class 11 contains 28969 members 
Mstep: Class 12 contains 44346 members 
Mstep: Class 13 contains 8131 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21064 members 
Mstep: Class 17 contains 17068 members 
Mstep: Class 18 contains 4315 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 23 contains 28848 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237944.000000 Penalty: 95255.710938
Iteration 98Q: 29 clusters Score -1.222379e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267113 members 
Mstep: Class 2 contains 28890 members 
Mstep: Class 3 contains 13133 members 
Mstep: Class 4 contains 5667 members 
Mstep: Class 5 contains 33115 members 
Mstep: Class 6 contains 5069 members 
Mstep: Class 7 contains 51025 members 
Mstep: Class 8 contains 25274 members 
Mstep: Class 9 contains 166766 members 
Mstep: Class 10 contains 133160 members 
Mstep: Class 11 contains 28969 members 
Mstep: Class 12 contains 44354 members 
Mstep: Class 13 contains 8131 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21059 members 
Mstep: Class 17 contains 17068 members 
Mstep: Class 18 contains 4305 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19450 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 23 contains 28853 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237880.000000 Penalty: 95255.710938
Iteration 99Q: 29 clusters Score -1.222379e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 267087 members 
Mstep: Class 2 contains 28891 members 
Mstep: Class 3 contains 13127 members 
Mstep: Class 4 contains 5664 members 
Mstep: Class 5 contains 33115 members 
Mstep: Class 6 contains 5067 members 
Mstep: Class 7 contains 51077 members 
Mstep: Class 8 contains 25276 members 
Mstep: Class 9 contains 166767 members 
Mstep: Class 10 contains 133143 members 
Mstep: Class 11 contains 28965 members 
Mstep: Class 12 contains 44364 members 
Mstep: Class 13 contains 8131 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 21053 members 
Mstep: Class 17 contains 17068 members 
Mstep: Class 18 contains 4301 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19451 members 
Mstep: Class 22 contains 496 members 
Mstep: Class 23 contains 28854 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1139 members 
Mstep: Class 28 contains 324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122238688.000000 Penalty: 95255.710938
Iteration 100F: 29 clusters Score -1.222387e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 267053 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 13122 members 
Mstep: Class 4 contains 5663 members 
Mstep: Class 5 contains 33115 members 
Mstep: Class 6 contains 5068 members 
Mstep: Class 7 contains 51118 members 
Mstep: Class 8 contains 25276 members 
Mstep: Class 9 contains 166759 members 
Mstep: Class 10 contains 133141 members 
Mstep: Class 11 contains 28963 members 
Mstep: Class 12 contains 44369 members 
Mstep: Class 13 contains 8131 members 
Mstep: Class 14 contains 433 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 21053 members 
Mstep: Class 17 contains 17068 members 
Mstep: Class 18 contains 4297 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19455 members 
Mstep: Class 22 contains 511 members 
Mstep: Class 23 contains 28855 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239208.000000 Penalty: 95255.710938
Iteration 101Q: 29 clusters Score -1.222392e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 267026 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 13132 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 33116 members 
Mstep: Class 6 contains 5071 members 
Mstep: Class 7 contains 51150 members 
Mstep: Class 8 contains 25278 members 
Mstep: Class 9 contains 166756 members 
Mstep: Class 10 contains 133135 members 
Mstep: Class 11 contains 28969 members 
Mstep: Class 12 contains 44378 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1242 members 
Mstep: Class 16 contains 21051 members 
Mstep: Class 17 contains 17069 members 
Mstep: Class 18 contains 4291 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19460 members 
Mstep: Class 22 contains 480 members 
Mstep: Class 23 contains 28857 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239200.000000 Penalty: 95255.710938
Iteration 102Q: 29 clusters Score -1.222392e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 267027 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 3 contains 13121 members 
Mstep: Class 4 contains 5667 members 
Mstep: Class 5 contains 33116 members 
Mstep: Class 6 contains 5072 members 
Mstep: Class 7 contains 51187 members 
Mstep: Class 8 contains 25276 members 
Mstep: Class 9 contains 166755 members 
Mstep: Class 10 contains 133121 members 
Mstep: Class 11 contains 28970 members 
Mstep: Class 12 contains 44387 members 
Mstep: Class 13 contains 8131 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 21046 members 
Mstep: Class 17 contains 17069 members 
Mstep: Class 18 contains 4284 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19458 members 
Mstep: Class 22 contains 469 members 
Mstep: Class 23 contains 28857 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239224.000000 Penalty: 95255.710938
Iteration 103Q: 29 clusters Score -1.222392e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 267028 members 
Mstep: Class 2 contains 28895 members 
Mstep: Class 3 contains 13097 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 33116 members 
Mstep: Class 6 contains 5071 members 
Mstep: Class 7 contains 51214 members 
Mstep: Class 8 contains 25279 members 
Mstep: Class 9 contains 166755 members 
Mstep: Class 10 contains 133119 members 
Mstep: Class 11 contains 28963 members 
Mstep: Class 12 contains 44408 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 21041 members 
Mstep: Class 17 contains 17071 members 
Mstep: Class 18 contains 4276 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19455 members 
Mstep: Class 22 contains 460 members 
Mstep: Class 23 contains 28862 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239312.000000 Penalty: 95255.710938
Iteration 104Q: 29 clusters Score -1.222393e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 267026 members 
Mstep: Class 2 contains 28898 members 
Mstep: Class 3 contains 13083 members 
Mstep: Class 4 contains 5665 members 
Mstep: Class 5 contains 33122 members 
Mstep: Class 6 contains 5070 members 
Mstep: Class 7 contains 51250 members 
Mstep: Class 8 contains 25279 members 
Mstep: Class 9 contains 166755 members 
Mstep: Class 10 contains 133098 members 
Mstep: Class 11 contains 28948 members 
Mstep: Class 12 contains 44424 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 21039 members 
Mstep: Class 17 contains 17073 members 
Mstep: Class 18 contains 4273 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19453 members 
Mstep: Class 22 contains 453 members 
Mstep: Class 23 contains 28866 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239376.000000 Penalty: 95255.710938
Iteration 105Q: 29 clusters Score -1.222394e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 267011 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 13072 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 33124 members 
Mstep: Class 6 contains 5069 members 
Mstep: Class 7 contains 51281 members 
Mstep: Class 8 contains 25278 members 
Mstep: Class 9 contains 166747 members 
Mstep: Class 10 contains 133103 members 
Mstep: Class 11 contains 28940 members 
Mstep: Class 12 contains 44444 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 21038 members 
Mstep: Class 17 contains 17073 members 
Mstep: Class 18 contains 4268 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19450 members 
Mstep: Class 22 contains 447 members 
Mstep: Class 23 contains 28869 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239400.000000 Penalty: 95255.710938
Iteration 106Q: 29 clusters Score -1.222394e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 267003 members 
Mstep: Class 2 contains 28899 members 
Mstep: Class 3 contains 13058 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 33127 members 
Mstep: Class 6 contains 5068 members 
Mstep: Class 7 contains 51317 members 
Mstep: Class 8 contains 25282 members 
Mstep: Class 9 contains 166749 members 
Mstep: Class 10 contains 133092 members 
Mstep: Class 11 contains 28924 members 
Mstep: Class 12 contains 44458 members 
Mstep: Class 13 contains 8134 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 21037 members 
Mstep: Class 17 contains 17070 members 
Mstep: Class 18 contains 4265 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19448 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 28870 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239528.000000 Penalty: 95255.710938
Iteration 107Q: 29 clusters Score -1.222395e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266994 members 
Mstep: Class 2 contains 28899 members 
Mstep: Class 3 contains 13041 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 33129 members 
Mstep: Class 6 contains 5066 members 
Mstep: Class 7 contains 51361 members 
Mstep: Class 8 contains 25285 members 
Mstep: Class 9 contains 166746 members 
Mstep: Class 10 contains 133072 members 
Mstep: Class 11 contains 28917 members 
Mstep: Class 12 contains 44471 members 
Mstep: Class 13 contains 8134 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 21036 members 
Mstep: Class 17 contains 17068 members 
Mstep: Class 18 contains 4263 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19448 members 
Mstep: Class 22 contains 443 members 
Mstep: Class 23 contains 28873 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239528.000000 Penalty: 95255.710938
Iteration 108Q: 29 clusters Score -1.222395e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266967 members 
Mstep: Class 2 contains 28898 members 
Mstep: Class 3 contains 13021 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 33129 members 
Mstep: Class 6 contains 5068 members 
Mstep: Class 7 contains 51402 members 
Mstep: Class 8 contains 25286 members 
Mstep: Class 9 contains 166750 members 
Mstep: Class 10 contains 133065 members 
Mstep: Class 11 contains 28911 members 
Mstep: Class 12 contains 44490 members 
Mstep: Class 13 contains 8133 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 21034 members 
Mstep: Class 17 contains 17068 members 
Mstep: Class 18 contains 4261 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19450 members 
Mstep: Class 22 contains 442 members 
Mstep: Class 23 contains 28872 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239456.000000 Penalty: 95255.710938
Iteration 109Q: 29 clusters Score -1.222395e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266946 members 
Mstep: Class 2 contains 28899 members 
Mstep: Class 3 contains 13003 members 
Mstep: Class 4 contains 5659 members 
Mstep: Class 5 contains 33131 members 
Mstep: Class 6 contains 5068 members 
Mstep: Class 7 contains 51445 members 
Mstep: Class 8 contains 25286 members 
Mstep: Class 9 contains 166741 members 
Mstep: Class 10 contains 133063 members 
Mstep: Class 11 contains 28907 members 
Mstep: Class 12 contains 44505 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 21035 members 
Mstep: Class 17 contains 17067 members 
Mstep: Class 18 contains 4259 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19450 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 28870 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239664.000000 Penalty: 95255.710938
Iteration 110Q: 29 clusters Score -1.222397e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266945 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 12976 members 
Mstep: Class 4 contains 5658 members 
Mstep: Class 5 contains 33134 members 
Mstep: Class 6 contains 5069 members 
Mstep: Class 7 contains 51484 members 
Mstep: Class 8 contains 25285 members 
Mstep: Class 9 contains 166725 members 
Mstep: Class 10 contains 133053 members 
Mstep: Class 11 contains 28898 members 
Mstep: Class 12 contains 44525 members 
Mstep: Class 13 contains 8132 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 21035 members 
Mstep: Class 17 contains 17067 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19451 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 28871 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239648.000000 Penalty: 95255.710938
Iteration 111Q: 29 clusters Score -1.222396e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266948 members 
Mstep: Class 2 contains 28899 members 
Mstep: Class 3 contains 12940 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 33136 members 
Mstep: Class 6 contains 5073 members 
Mstep: Class 7 contains 51515 members 
Mstep: Class 8 contains 25286 members 
Mstep: Class 9 contains 166728 members 
Mstep: Class 10 contains 133038 members 
Mstep: Class 11 contains 28888 members 
Mstep: Class 12 contains 44542 members 
Mstep: Class 13 contains 8130 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 21035 members 
Mstep: Class 17 contains 17067 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19452 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 28874 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239672.000000 Penalty: 95255.710938
Iteration 112Q: 29 clusters Score -1.222397e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266926 members 
Mstep: Class 2 contains 28898 members 
Mstep: Class 3 contains 12915 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 33136 members 
Mstep: Class 6 contains 5072 members 
Mstep: Class 7 contains 51555 members 
Mstep: Class 8 contains 25286 members 
Mstep: Class 9 contains 166732 members 
Mstep: Class 10 contains 133033 members 
Mstep: Class 11 contains 28883 members 
Mstep: Class 12 contains 44561 members 
Mstep: Class 13 contains 8129 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 21034 members 
Mstep: Class 17 contains 17066 members 
Mstep: Class 18 contains 4258 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19453 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 28874 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239576.000000 Penalty: 95255.710938
Iteration 113Q: 29 clusters Score -1.222396e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266902 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 12892 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 33135 members 
Mstep: Class 6 contains 5077 members 
Mstep: Class 7 contains 51592 members 
Mstep: Class 8 contains 25284 members 
Mstep: Class 9 contains 166729 members 
Mstep: Class 10 contains 133034 members 
Mstep: Class 11 contains 28877 members 
Mstep: Class 12 contains 44578 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 21032 members 
Mstep: Class 17 contains 17066 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19453 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 28874 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239640.000000 Penalty: 95255.710938
Iteration 114Q: 29 clusters Score -1.222396e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266871 members 
Mstep: Class 2 contains 28901 members 
Mstep: Class 3 contains 12871 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 33136 members 
Mstep: Class 6 contains 5082 members 
Mstep: Class 7 contains 51628 members 
Mstep: Class 8 contains 25283 members 
Mstep: Class 9 contains 166723 members 
Mstep: Class 10 contains 133047 members 
Mstep: Class 11 contains 28872 members 
Mstep: Class 12 contains 44593 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 21029 members 
Mstep: Class 17 contains 17065 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19450 members 
Mstep: Class 22 contains 439 members 
Mstep: Class 23 contains 28874 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239584.000000 Penalty: 95255.710938
Iteration 115Q: 29 clusters Score -1.222396e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266874 members 
Mstep: Class 2 contains 28901 members 
Mstep: Class 3 contains 12844 members 
Mstep: Class 4 contains 5657 members 
Mstep: Class 5 contains 33137 members 
Mstep: Class 6 contains 5089 members 
Mstep: Class 7 contains 51660 members 
Mstep: Class 8 contains 25279 members 
Mstep: Class 9 contains 166713 members 
Mstep: Class 10 contains 133051 members 
Mstep: Class 11 contains 28867 members 
Mstep: Class 12 contains 44597 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 21023 members 
Mstep: Class 17 contains 17064 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19450 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 28875 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239640.000000 Penalty: 95255.710938
Iteration 116Q: 29 clusters Score -1.222396e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266872 members 
Mstep: Class 2 contains 28901 members 
Mstep: Class 3 contains 12815 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 33138 members 
Mstep: Class 6 contains 5092 members 
Mstep: Class 7 contains 51698 members 
Mstep: Class 8 contains 25278 members 
Mstep: Class 9 contains 166706 members 
Mstep: Class 10 contains 133052 members 
Mstep: Class 11 contains 28861 members 
Mstep: Class 12 contains 44605 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 21017 members 
Mstep: Class 17 contains 17063 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19450 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 28877 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239640.000000 Penalty: 95255.710938
Iteration 117Q: 29 clusters Score -1.222396e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266871 members 
Mstep: Class 2 contains 28901 members 
Mstep: Class 3 contains 12786 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 33139 members 
Mstep: Class 6 contains 5096 members 
Mstep: Class 7 contains 51734 members 
Mstep: Class 8 contains 25277 members 
Mstep: Class 9 contains 166706 members 
Mstep: Class 10 contains 133041 members 
Mstep: Class 11 contains 28858 members 
Mstep: Class 12 contains 44620 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 21011 members 
Mstep: Class 17 contains 17062 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19448 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 28877 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239592.000000 Penalty: 95255.710938
Iteration 118Q: 29 clusters Score -1.222396e+08 nChanged 144
Entering ConstructFrom: 
Score: -122239592.000000 Penalty: 95255.710938
Entering ConstructFrom: 
Trying to split cluster 1 (266861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266861 members 
Entering Unmasked Estep 
Score: -37301328.000000 Penalty: 3098.631836
	Iteration 0F: 2 clusters Score -3.730133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133048 members 
Mstep: Class 2 contains 133813 members 
Entering Unmasked Estep 
Score: -37143460.000000 Penalty: 6197.263672
	Iteration 0F: 3 clusters Score -3.714346e+07 nChanged 129183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125085 members 
Mstep: Class 2 contains 141776 members 
Entering Unmasked Estep 
Score: -37221128.000000 Penalty: 6197.263672
	Iteration 1F: 3 clusters Score -3.722113e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119164 members 
Mstep: Class 2 contains 147697 members 
Entering Unmasked Estep 
Score: -37223596.000000 Penalty: 6197.263672
	Iteration 2Q: 3 clusters Score -3.72236e+07 nChanged 11755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110025 members 
Mstep: Class 2 contains 156836 members 
Entering Unmasked Estep 
Score: -37228220.000000 Penalty: 6197.263672
	Iteration 3Q: 3 clusters Score -3.722822e+07 nChanged 15625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96700 members 
Mstep: Class 2 contains 170161 members 
Entering Unmasked Estep 
Score: -37236428.000000 Penalty: 6197.263672
	Iteration 4F: 3 clusters Score -3.723643e+07 nChanged 19413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79155 members 
Mstep: Class 2 contains 187706 members 
Entering Unmasked Estep 
Score: -37249096.000000 Penalty: 6197.263672
	Iteration 5F: 3 clusters Score -3.72491e+07 nChanged 21386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59277 members 
Mstep: Class 2 contains 207584 members 
Entering Unmasked Estep 
Score: -37265532.000000 Penalty: 6197.263672
	Iteration 6F: 3 clusters Score -3.726553e+07 nChanged 20277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 226815 members 
Entering Unmasked Estep 
Score: -37282256.000000 Penalty: 6197.263672
	Iteration 7F: 3 clusters Score -3.728226e+07 nChanged 16155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 242494 members 
Entering Unmasked Estep 
Score: -37295268.000000 Penalty: 6197.263672
	Iteration 8F: 3 clusters Score -3.729527e+07 nChanged 11525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 253927 members 
Entering Unmasked Estep 
Score: -37299732.000000 Penalty: 6197.263672
	Iteration 9Q: 3 clusters Score -3.729973e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 260841 members 
Entering Unmasked Estep 
Score: -37299932.000000 Penalty: 6197.263672
	Iteration 10Q: 3 clusters Score -3.729993e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 264196 members 
Entering Unmasked Estep 
Score: -37299576.000000 Penalty: 6197.263672
	Iteration 11Q: 3 clusters Score -3.729958e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 265541 members 
Entering Unmasked Estep 
Score: -37299068.000000 Penalty: 6197.263672
	Iteration 12Q: 3 clusters Score -3.729907e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 266065 members 
Entering Unmasked Estep 
Score: -37298972.000000 Penalty: 6197.263672
	Iteration 13Q: 3 clusters Score -3.729897e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 266267 members 
Entering Unmasked Estep 
Score: -37298956.000000 Penalty: 6197.263672
	Iteration 14Q: 3 clusters Score -3.729896e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 266343 members 
Entering Unmasked Estep 
Score: -37298960.000000 Penalty: 6197.263672
	Iteration 15Q: 3 clusters Score -3.729896e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 266376 members 
Entering Unmasked Estep 
Score: -37299004.000000 Penalty: 6197.263672
	Iteration 16Q: 3 clusters Score -3.7299e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 266399 members 
Entering Unmasked Estep 
Score: -37299020.000000 Penalty: 6197.263672
	Iteration 17Q: 3 clusters Score -3.729902e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 266422 members 
Entering Unmasked Estep 
Score: -37299024.000000 Penalty: 6197.263672
	Iteration 18Q: 3 clusters Score -3.729902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 266442 members 
Entering Unmasked Estep 
Score: -37299032.000000 Penalty: 6197.263672
	Iteration 19Q: 3 clusters Score -3.729903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 266446 members 
Entering Unmasked Estep 
Score: -37299040.000000 Penalty: 6197.263672
	Iteration 20F: 3 clusters Score -3.729904e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 266453 members 
Entering Unmasked Estep 
Score: -37299016.000000 Penalty: 6197.263672
	Iteration 21Q: 3 clusters Score -3.729902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 266456 members 
Entering Unmasked Estep 
Score: -37299012.000000 Penalty: 6197.263672
	Iteration 22Q: 3 clusters Score -3.729901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 266459 members 
Entering Unmasked Estep 
Score: -37299000.000000 Penalty: 6197.263672
	Iteration 23Q: 3 clusters Score -3.7299e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 266460 members 
Entering Unmasked Estep 
Score: -37299028.000000 Penalty: 6197.263672
	Iteration 24Q: 3 clusters Score -3.729903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 266460 members 
Entering Unmasked Estep 
Score: -37299028.000000 Penalty: 6197.263672
	Iteration 25F: 3 clusters Score -3.729903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28902 members 
Entering Unmasked Estep 
Score: -3948428.000000 Penalty: 2547.373291
	Iteration 0F: 2 clusters Score -3948428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3928605.750000 Penalty: 5094.746582
	Iteration 0F: 3 clusters Score -3928606 nChanged 12912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3935667.500000 Penalty: 5094.746582
	Iteration 1F: 3 clusters Score -3935668 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3936233.500000 Penalty: 5094.746582
	Iteration 2F: 3 clusters Score -3936234 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -3936845.750000 Penalty: 5094.746582
	Iteration 3F: 3 clusters Score -3936846 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3937708.000000 Penalty: 5094.746582
	Iteration 4F: 3 clusters Score -3937708 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3938855.500000 Penalty: 5094.746582
	Iteration 5F: 3 clusters Score -3938856 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -3940296.750000 Penalty: 5094.746582
	Iteration 6F: 3 clusters Score -3940297 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3941818.500000 Penalty: 5094.746582
	Iteration 7F: 3 clusters Score -3941818 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -3943076.750000 Penalty: 5094.746582
	Iteration 8F: 3 clusters Score -3943077 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3944004.750000 Penalty: 5094.746582
	Iteration 9Q: 3 clusters Score -3944005 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3944745.250000 Penalty: 5094.746582
	Iteration 10Q: 3 clusters Score -3944745 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -3945198.500000 Penalty: 5094.746582
	Iteration 11Q: 3 clusters Score -3945198 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3945512.250000 Penalty: 5094.746582
	Iteration 12Q: 3 clusters Score -3945512 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -3945748.750000 Penalty: 5094.746582
	Iteration 13Q: 3 clusters Score -3945749 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3945915.500000 Penalty: 5094.746582
	Iteration 14Q: 3 clusters Score -3945916 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3946007.500000 Penalty: 5094.746582
	Iteration 15Q: 3 clusters Score -3946008 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3946093.500000 Penalty: 5094.746582
	Iteration 16Q: 3 clusters Score -3946094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3946139.750000 Penalty: 5094.746582
	Iteration 17Q: 3 clusters Score -3946140 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3946174.250000 Penalty: 5094.746582
	Iteration 18Q: 3 clusters Score -3946174 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3946212.750000 Penalty: 5094.746582
	Iteration 19Q: 3 clusters Score -3946213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3946242.750000 Penalty: 5094.746582
	Iteration 20F: 3 clusters Score -3946243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3946263.250000 Penalty: 5094.746582
	Iteration 21Q: 3 clusters Score -3946263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3946287.000000 Penalty: 5094.746582
	Iteration 22Q: 3 clusters Score -3946287 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3946317.000000 Penalty: 5094.746582
	Iteration 23Q: 3 clusters Score -3946317 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3946331.750000 Penalty: 5094.746582
	Iteration 24Q: 3 clusters Score -3946332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3946357.750000 Penalty: 5094.746582
	Iteration 25Q: 3 clusters Score -3946358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3946376.750000 Penalty: 5094.746582
	Iteration 26Q: 3 clusters Score -3946377 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3946407.500000 Penalty: 5094.746582
	Iteration 27Q: 3 clusters Score -3946408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3946420.500000 Penalty: 5094.746582
	Iteration 28Q: 3 clusters Score -3946420 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3946435.500000 Penalty: 5094.746582
	Iteration 29Q: 3 clusters Score -3946436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3946436.750000 Penalty: 5094.746582
	Iteration 30Q: 3 clusters Score -3946437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3946442.000000 Penalty: 5094.746582
	Iteration 31Q: 3 clusters Score -3946442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -3946446.750000 Penalty: 5094.746582
	Iteration 32Q: 3 clusters Score -3946447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3946447.500000 Penalty: 5094.746582
	Iteration 33Q: 3 clusters Score -3946448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3946457.000000 Penalty: 5094.746582
	Iteration 34Q: 3 clusters Score -3946457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28156 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3946464.000000 Penalty: 5094.746582
	Iteration 35Q: 3 clusters Score -3946464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3946475.500000 Penalty: 5094.746582
	Iteration 36Q: 3 clusters Score -3946476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3946496.750000 Penalty: 5094.746582
	Iteration 37Q: 3 clusters Score -3946497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3946504.250000 Penalty: 5094.746582
	Iteration 38Q: 3 clusters Score -3946504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3946512.500000 Penalty: 5094.746582
	Iteration 39Q: 3 clusters Score -3946512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3946516.500000 Penalty: 5094.746582
	Iteration 40F: 3 clusters Score -3946516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3946516.250000 Penalty: 5094.746582
	Iteration 41Q: 3 clusters Score -3946516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3946522.250000 Penalty: 5094.746582
	Iteration 42Q: 3 clusters Score -3946522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3946525.000000 Penalty: 5094.746582
	Iteration 43Q: 3 clusters Score -3946525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3946526.250000 Penalty: 5094.746582
	Iteration 44Q: 3 clusters Score -3946526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3946529.000000 Penalty: 5094.746582
	Iteration 45Q: 3 clusters Score -3946529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3946532.750000 Penalty: 5094.746582
	Iteration 46Q: 3 clusters Score -3946533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3946528.500000 Penalty: 5094.746582
	Iteration 47Q: 3 clusters Score -3946528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3946530.250000 Penalty: 5094.746582
	Iteration 48Q: 3 clusters Score -3946530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3946530.250000 Penalty: 5094.746582
	Iteration 49F: 3 clusters Score -3946530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Entering Unmasked Estep 
Score: -1660479.250000 Penalty: 2344.745605
	Iteration 0F: 2 clusters Score -1660479 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 6424 members 
Entering Unmasked Estep 
Score: -1651021.500000 Penalty: 4689.491211
	Iteration 0F: 3 clusters Score -1651022 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1653966.625000 Penalty: 4689.491211
	Iteration 1F: 3 clusters Score -1653967 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1654367.750000 Penalty: 4689.491211
	Iteration 2F: 3 clusters Score -1654368 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1654734.500000 Penalty: 4689.491211
	Iteration 3F: 3 clusters Score -1654734 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1655088.250000 Penalty: 4689.491211
	Iteration 4F: 3 clusters Score -1655088 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1655437.750000 Penalty: 4689.491211
	Iteration 5F: 3 clusters Score -1655438 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1655749.875000 Penalty: 4689.491211
	Iteration 6Q: 3 clusters Score -1655750 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1656027.875000 Penalty: 4689.491211
	Iteration 7Q: 3 clusters Score -1656028 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1656288.625000 Penalty: 4689.491211
	Iteration 8Q: 3 clusters Score -1656289 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1656511.750000 Penalty: 4689.491211
	Iteration 9Q: 3 clusters Score -1656512 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1656691.250000 Penalty: 4689.491211
	Iteration 10Q: 3 clusters Score -1656691 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1656819.125000 Penalty: 4689.491211
	Iteration 11Q: 3 clusters Score -1656819 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1656915.875000 Penalty: 4689.491211
	Iteration 12Q: 3 clusters Score -1656916 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1656991.000000 Penalty: 4689.491211
	Iteration 13Q: 3 clusters Score -1656991 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1657059.875000 Penalty: 4689.491211
	Iteration 14Q: 3 clusters Score -1657060 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1657116.875000 Penalty: 4689.491211
	Iteration 15Q: 3 clusters Score -1657117 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1657177.250000 Penalty: 4689.491211
	Iteration 16Q: 3 clusters Score -1657177 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1657223.000000 Penalty: 4689.491211
	Iteration 17Q: 3 clusters Score -1657223 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1657267.750000 Penalty: 4689.491211
	Iteration 18Q: 3 clusters Score -1657268 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1657320.750000 Penalty: 4689.491211
	Iteration 19Q: 3 clusters Score -1657321 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1657369.375000 Penalty: 4689.491211
	Iteration 20F: 3 clusters Score -1657369 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1657419.250000 Penalty: 4689.491211
	Iteration 21Q: 3 clusters Score -1657419 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1657476.125000 Penalty: 4689.491211
	Iteration 22Q: 3 clusters Score -1657476 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1657536.125000 Penalty: 4689.491211
	Iteration 23Q: 3 clusters Score -1657536 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1657585.500000 Penalty: 4689.491211
	Iteration 24Q: 3 clusters Score -1657586 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1657654.125000 Penalty: 4689.491211
	Iteration 25Q: 3 clusters Score -1657654 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1657701.250000 Penalty: 4689.491211
	Iteration 26Q: 3 clusters Score -1657701 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1657742.750000 Penalty: 4689.491211
	Iteration 27Q: 3 clusters Score -1657743 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1657794.000000 Penalty: 4689.491211
	Iteration 28Q: 3 clusters Score -1657794 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1657847.375000 Penalty: 4689.491211
	Iteration 29Q: 3 clusters Score -1657847 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1657907.000000 Penalty: 4689.491211
	Iteration 30Q: 3 clusters Score -1657907 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -1657963.250000 Penalty: 4689.491211
	Iteration 31Q: 3 clusters Score -1657963 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1658006.250000 Penalty: 4689.491211
	Iteration 32Q: 3 clusters Score -1658006 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1658051.375000 Penalty: 4689.491211
	Iteration 33Q: 3 clusters Score -1658051 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -1658090.125000 Penalty: 4689.491211
	Iteration 34Q: 3 clusters Score -1658090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1658128.750000 Penalty: 4689.491211
	Iteration 35Q: 3 clusters Score -1658129 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1658162.750000 Penalty: 4689.491211
	Iteration 36Q: 3 clusters Score -1658163 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1658194.000000 Penalty: 4689.491211
	Iteration 37Q: 3 clusters Score -1658194 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -1658212.375000 Penalty: 4689.491211
	Iteration 38Q: 3 clusters Score -1658212 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1658239.000000 Penalty: 4689.491211
	Iteration 39Q: 3 clusters Score -1658239 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -1658266.625000 Penalty: 4689.491211
	Iteration 40F: 3 clusters Score -1658267 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1658288.375000 Penalty: 4689.491211
	Iteration 41Q: 3 clusters Score -1658288 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1658315.000000 Penalty: 4689.491211
	Iteration 42Q: 3 clusters Score -1658315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -1658333.125000 Penalty: 4689.491211
	Iteration 43Q: 3 clusters Score -1658333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -1658349.250000 Penalty: 4689.491211
	Iteration 44Q: 3 clusters Score -1658349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -1658363.000000 Penalty: 4689.491211
	Iteration 45Q: 3 clusters Score -1658363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1658372.375000 Penalty: 4689.491211
	Iteration 46Q: 3 clusters Score -1658372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1658385.375000 Penalty: 4689.491211
	Iteration 47Q: 3 clusters Score -1658385 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1658400.750000 Penalty: 4689.491211
	Iteration 48Q: 3 clusters Score -1658401 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -1658408.875000 Penalty: 4689.491211
	Iteration 49Q: 3 clusters Score -1658409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1658417.500000 Penalty: 4689.491211
	Iteration 50Q: 3 clusters Score -1658418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1658432.250000 Penalty: 4689.491211
	Iteration 51Q: 3 clusters Score -1658432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -1658458.000000 Penalty: 4689.491211
	Iteration 52Q: 3 clusters Score -1658458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1658465.500000 Penalty: 4689.491211
	Iteration 53Q: 3 clusters Score -1658466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1658474.000000 Penalty: 4689.491211
	Iteration 54Q: 3 clusters Score -1658474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1658476.500000 Penalty: 4689.491211
	Iteration 55Q: 3 clusters Score -1658476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1658482.625000 Penalty: 4689.491211
	Iteration 56Q: 3 clusters Score -1658483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1658485.125000 Penalty: 4689.491211
	Iteration 57Q: 3 clusters Score -1658485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1658485.125000 Penalty: 4689.491211
	Iteration 58Q: 3 clusters Score -1658485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1658488.250000 Penalty: 4689.491211
	Iteration 59Q: 3 clusters Score -1658488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1658490.000000 Penalty: 4689.491211
	Iteration 60F: 3 clusters Score -1658490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1658493.750000 Penalty: 4689.491211
	Iteration 61Q: 3 clusters Score -1658494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -1658499.875000 Penalty: 4689.491211
	Iteration 62Q: 3 clusters Score -1658500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1658509.750000 Penalty: 4689.491211
	Iteration 63Q: 3 clusters Score -1658510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1658514.125000 Penalty: 4689.491211
	Iteration 64Q: 3 clusters Score -1658514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1658518.000000 Penalty: 4689.491211
	Iteration 65Q: 3 clusters Score -1658518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1658522.750000 Penalty: 4689.491211
	Iteration 66Q: 3 clusters Score -1658523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1658524.750000 Penalty: 4689.491211
	Iteration 67Q: 3 clusters Score -1658525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1658527.000000 Penalty: 4689.491211
	Iteration 68Q: 3 clusters Score -1658527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1658530.000000 Penalty: 4689.491211
	Iteration 69Q: 3 clusters Score -1658530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -1658531.375000 Penalty: 4689.491211
	Iteration 70Q: 3 clusters Score -1658531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1658532.750000 Penalty: 4689.491211
	Iteration 71Q: 3 clusters Score -1658533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1658540.000000 Penalty: 4689.491211
	Iteration 72Q: 3 clusters Score -1658540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1658541.625000 Penalty: 4689.491211
	Iteration 73Q: 3 clusters Score -1658542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -1658549.125000 Penalty: 4689.491211
	Iteration 74Q: 3 clusters Score -1658549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1658549.250000 Penalty: 4689.491211
	Iteration 75Q: 3 clusters Score -1658549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1658552.625000 Penalty: 4689.491211
	Iteration 76Q: 3 clusters Score -1658553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1658554.125000 Penalty: 4689.491211
	Iteration 77Q: 3 clusters Score -1658554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1658554.500000 Penalty: 4689.491211
	Iteration 78Q: 3 clusters Score -1658554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1658554.500000 Penalty: 4689.491211
	Iteration 79F: 3 clusters Score -1658554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Entering Unmasked Estep 
Score: -756092.562500 Penalty: 2142.837158
	Iteration 0F: 2 clusters Score -756092.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -751165.375000 Penalty: 4285.674316
	Iteration 0F: 3 clusters Score -751165.4 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -752546.062500 Penalty: 4285.674316
	Iteration 1F: 3 clusters Score -752546.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -753061.875000 Penalty: 4285.674316
	Iteration 2F: 3 clusters Score -753061.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -753499.812500 Penalty: 4285.674316
	Iteration 3F: 3 clusters Score -753499.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -753860.562500 Penalty: 4285.674316
	Iteration 4F: 3 clusters Score -753860.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -754123.750000 Penalty: 4285.674316
	Iteration 5F: 3 clusters Score -754123.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -754276.562500 Penalty: 4285.674316
	Iteration 6Q: 3 clusters Score -754276.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -754375.562500 Penalty: 4285.674316
	Iteration 7Q: 3 clusters Score -754375.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -754437.687500 Penalty: 4285.674316
	Iteration 8Q: 3 clusters Score -754437.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -754486.937500 Penalty: 4285.674316
	Iteration 9Q: 3 clusters Score -754486.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -754532.000000 Penalty: 4285.674316
	Iteration 10Q: 3 clusters Score -754532 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -754570.062500 Penalty: 4285.674316
	Iteration 11Q: 3 clusters Score -754570.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -754598.375000 Penalty: 4285.674316
	Iteration 12Q: 3 clusters Score -754598.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -754621.375000 Penalty: 4285.674316
	Iteration 13Q: 3 clusters Score -754621.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -754634.375000 Penalty: 4285.674316
	Iteration 14Q: 3 clusters Score -754634.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -754645.125000 Penalty: 4285.674316
	Iteration 15Q: 3 clusters Score -754645.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -754652.687500 Penalty: 4285.674316
	Iteration 16Q: 3 clusters Score -754652.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -754662.812500 Penalty: 4285.674316
	Iteration 17Q: 3 clusters Score -754662.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -754670.750000 Penalty: 4285.674316
	Iteration 18Q: 3 clusters Score -754670.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -754676.812500 Penalty: 4285.674316
	Iteration 19Q: 3 clusters Score -754676.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -754689.875000 Penalty: 4285.674316
	Iteration 20F: 3 clusters Score -754689.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -754696.875000 Penalty: 4285.674316
	Iteration 21Q: 3 clusters Score -754696.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -754701.875000 Penalty: 4285.674316
	Iteration 22Q: 3 clusters Score -754701.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -754706.062500 Penalty: 4285.674316
	Iteration 23Q: 3 clusters Score -754706.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -754711.562500 Penalty: 4285.674316
	Iteration 24Q: 3 clusters Score -754711.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -754715.062500 Penalty: 4285.674316
	Iteration 25Q: 3 clusters Score -754715.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -754722.062500 Penalty: 4285.674316
	Iteration 26Q: 3 clusters Score -754722.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -754727.687500 Penalty: 4285.674316
	Iteration 27Q: 3 clusters Score -754727.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -754732.875000 Penalty: 4285.674316
	Iteration 28Q: 3 clusters Score -754732.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -754736.250000 Penalty: 4285.674316
	Iteration 29Q: 3 clusters Score -754736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -754737.375000 Penalty: 4285.674316
	Iteration 30Q: 3 clusters Score -754737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -754737.375000 Penalty: 4285.674316
	Iteration 31F: 3 clusters Score -754737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Entering Unmasked Estep 
Score: -4480364.500000 Penalty: 2581.306885
	Iteration 0F: 2 clusters Score -4480364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -4457746.000000 Penalty: 5162.613770
	Iteration 0F: 3 clusters Score -4457746 nChanged 14994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -4466684.000000 Penalty: 5162.613770
	Iteration 1F: 3 clusters Score -4466684 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -4468087.000000 Penalty: 5162.613770
	Iteration 2F: 3 clusters Score -4468087 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -4469925.500000 Penalty: 5162.613770
	Iteration 3F: 3 clusters Score -4469926 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -4471722.000000 Penalty: 5162.613770
	Iteration 4F: 3 clusters Score -4471722 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -4472918.500000 Penalty: 5162.613770
	Iteration 5F: 3 clusters Score -4472918 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -4473636.000000 Penalty: 5162.613770
	Iteration 6F: 3 clusters Score -4473636 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -4474023.000000 Penalty: 5162.613770
	Iteration 7Q: 3 clusters Score -4474023 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4474218.000000 Penalty: 5162.613770
	Iteration 8Q: 3 clusters Score -4474218 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -4474337.500000 Penalty: 5162.613770
	Iteration 9Q: 3 clusters Score -4474338 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -4474408.000000 Penalty: 5162.613770
	Iteration 10Q: 3 clusters Score -4474408 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -4474484.000000 Penalty: 5162.613770
	Iteration 11Q: 3 clusters Score -4474484 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -4474501.500000 Penalty: 5162.613770
	Iteration 12Q: 3 clusters Score -4474502 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -4474554.000000 Penalty: 5162.613770
	Iteration 13Q: 3 clusters Score -4474554 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -4474593.000000 Penalty: 5162.613770
	Iteration 14Q: 3 clusters Score -4474593 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -4474631.500000 Penalty: 5162.613770
	Iteration 15Q: 3 clusters Score -4474632 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -4474642.000000 Penalty: 5162.613770
	Iteration 16Q: 3 clusters Score -4474642 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -4474683.500000 Penalty: 5162.613770
	Iteration 17Q: 3 clusters Score -4474684 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -4474703.000000 Penalty: 5162.613770
	Iteration 18Q: 3 clusters Score -4474703 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -4474766.500000 Penalty: 5162.613770
	Iteration 19Q: 3 clusters Score -4474766 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -4474816.000000 Penalty: 5162.613770
	Iteration 20F: 3 clusters Score -4474816 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4474858.500000 Penalty: 5162.613770
	Iteration 21Q: 3 clusters Score -4474858 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -4474913.500000 Penalty: 5162.613770
	Iteration 22Q: 3 clusters Score -4474914 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -4475011.000000 Penalty: 5162.613770
	Iteration 23Q: 3 clusters Score -4475011 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -4475106.500000 Penalty: 5162.613770
	Iteration 24Q: 3 clusters Score -4475106 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -4475250.000000 Penalty: 5162.613770
	Iteration 25Q: 3 clusters Score -4475250 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -4475433.000000 Penalty: 5162.613770
	Iteration 26Q: 3 clusters Score -4475433 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26740 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -4475700.500000 Penalty: 5162.613770
	Iteration 27Q: 3 clusters Score -4475700 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -4475980.500000 Penalty: 5162.613770
	Iteration 28Q: 3 clusters Score -4475980 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -4476278.500000 Penalty: 5162.613770
	Iteration 29Q: 3 clusters Score -4476278 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -4476590.000000 Penalty: 5162.613770
	Iteration 30Q: 3 clusters Score -4476590 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -4476878.000000 Penalty: 5162.613770
	Iteration 31Q: 3 clusters Score -4476878 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -4477168.000000 Penalty: 5162.613770
	Iteration 32Q: 3 clusters Score -4477168 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -4477398.500000 Penalty: 5162.613770
	Iteration 33Q: 3 clusters Score -4477398 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -4477570.500000 Penalty: 5162.613770
	Iteration 34Q: 3 clusters Score -4477570 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4477744.500000 Penalty: 5162.613770
	Iteration 35Q: 3 clusters Score -4477744 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -4477877.000000 Penalty: 5162.613770
	Iteration 36Q: 3 clusters Score -4477877 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4477959.500000 Penalty: 5162.613770
	Iteration 37Q: 3 clusters Score -4477960 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4478037.500000 Penalty: 5162.613770
	Iteration 38Q: 3 clusters Score -4478038 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4478089.000000 Penalty: 5162.613770
	Iteration 39Q: 3 clusters Score -4478089 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4478151.000000 Penalty: 5162.613770
	Iteration 40F: 3 clusters Score -4478151 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -4478175.000000 Penalty: 5162.613770
	Iteration 41Q: 3 clusters Score -4478175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4478178.500000 Penalty: 5162.613770
	Iteration 42Q: 3 clusters Score -4478178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4478193.500000 Penalty: 5162.613770
	Iteration 43Q: 3 clusters Score -4478194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4478203.000000 Penalty: 5162.613770
	Iteration 44Q: 3 clusters Score -4478203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4478204.500000 Penalty: 5162.613770
	Iteration 45Q: 3 clusters Score -4478204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4478215.000000 Penalty: 5162.613770
	Iteration 46Q: 3 clusters Score -4478215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4478222.500000 Penalty: 5162.613770
	Iteration 47Q: 3 clusters Score -4478222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4478232.500000 Penalty: 5162.613770
	Iteration 48Q: 3 clusters Score -4478232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4478234.000000 Penalty: 5162.613770
	Iteration 49Q: 3 clusters Score -4478234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32119 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4478236.000000 Penalty: 5162.613770
	Iteration 50Q: 3 clusters Score -4478236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4478250.500000 Penalty: 5162.613770
	Iteration 51Q: 3 clusters Score -4478250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4478263.000000 Penalty: 5162.613770
	Iteration 52Q: 3 clusters Score -4478263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4478276.000000 Penalty: 5162.613770
	Iteration 53Q: 3 clusters Score -4478276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4478276.000000 Penalty: 5162.613770
	Iteration 54Q: 3 clusters Score -4478276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4478277.000000 Penalty: 5162.613770
	Iteration 55Q: 3 clusters Score -4478277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4478275.500000 Penalty: 5162.613770
	Iteration 56Q: 3 clusters Score -4478276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4478278.000000 Penalty: 5162.613770
	Iteration 57Q: 3 clusters Score -4478278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4478277.000000 Penalty: 5162.613770
	Iteration 58Q: 3 clusters Score -4478277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4478285.500000 Penalty: 5162.613770
	Iteration 59Q: 3 clusters Score -4478286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -4478286.000000 Penalty: 5162.613770
	Iteration 60F: 3 clusters Score -4478286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4478288.500000 Penalty: 5162.613770
	Iteration 61Q: 3 clusters Score -4478288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32199 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -4478287.500000 Penalty: 5162.613770
	Iteration 62Q: 3 clusters Score -4478288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4478287.500000 Penalty: 5162.613770
	Iteration 63Q: 3 clusters Score -4478288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32208 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4478285.000000 Penalty: 5162.613770
	Iteration 64Q: 3 clusters Score -4478285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4478302.000000 Penalty: 5162.613770
	Iteration 65Q: 3 clusters Score -4478302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4478296.000000 Penalty: 5162.613770
	Iteration 66Q: 3 clusters Score -4478296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -4478305.500000 Penalty: 5162.613770
	Iteration 67Q: 3 clusters Score -4478306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4478309.000000 Penalty: 5162.613770
	Iteration 68Q: 3 clusters Score -4478309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4478310.000000 Penalty: 5162.613770
	Iteration 69Q: 3 clusters Score -4478310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4478309.000000 Penalty: 5162.613770
	Iteration 70Q: 3 clusters Score -4478309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4478311.000000 Penalty: 5162.613770
	Iteration 71Q: 3 clusters Score -4478311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4478312.500000 Penalty: 5162.613770
	Iteration 72Q: 3 clusters Score -4478312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -4478312.000000 Penalty: 5162.613770
	Iteration 73Q: 3 clusters Score -4478312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4478314.000000 Penalty: 5162.613770
	Iteration 74Q: 3 clusters Score -4478314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32260 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -4478318.000000 Penalty: 5162.613770
	Iteration 75Q: 3 clusters Score -4478318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4478318.000000 Penalty: 5162.613770
	Iteration 76Q: 3 clusters Score -4478318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4478323.000000 Penalty: 5162.613770
	Iteration 77Q: 3 clusters Score -4478323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4478323.000000 Penalty: 5162.613770
	Iteration 78F: 3 clusters Score -4478323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -674248.312500 Penalty: 2117.272217
	Iteration 0F: 2 clusters Score -674248.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -669619.437500 Penalty: 4234.544434
	Iteration 0F: 3 clusters Score -669619.4 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -670720.375000 Penalty: 4234.544434
	Iteration 1F: 3 clusters Score -670720.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -670931.375000 Penalty: 4234.544434
	Iteration 2F: 3 clusters Score -670931.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -671042.625000 Penalty: 4234.544434
	Iteration 3Q: 3 clusters Score -671042.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -671107.125000 Penalty: 4234.544434
	Iteration 4Q: 3 clusters Score -671107.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -671159.750000 Penalty: 4234.544434
	Iteration 5Q: 3 clusters Score -671159.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -671203.687500 Penalty: 4234.544434
	Iteration 6Q: 3 clusters Score -671203.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -671241.187500 Penalty: 4234.544434
	Iteration 7Q: 3 clusters Score -671241.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -671276.937500 Penalty: 4234.544434
	Iteration 8Q: 3 clusters Score -671276.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -671304.062500 Penalty: 4234.544434
	Iteration 9Q: 3 clusters Score -671304.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -671327.187500 Penalty: 4234.544434
	Iteration 10Q: 3 clusters Score -671327.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -671349.250000 Penalty: 4234.544434
	Iteration 11Q: 3 clusters Score -671349.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -671371.562500 Penalty: 4234.544434
	Iteration 12Q: 3 clusters Score -671371.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -671393.687500 Penalty: 4234.544434
	Iteration 13Q: 3 clusters Score -671393.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -671416.125000 Penalty: 4234.544434
	Iteration 14Q: 3 clusters Score -671416.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -671438.875000 Penalty: 4234.544434
	Iteration 15Q: 3 clusters Score -671438.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -671455.562500 Penalty: 4234.544434
	Iteration 16Q: 3 clusters Score -671455.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -671467.750000 Penalty: 4234.544434
	Iteration 17Q: 3 clusters Score -671467.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -671476.937500 Penalty: 4234.544434
	Iteration 18Q: 3 clusters Score -671476.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -671488.625000 Penalty: 4234.544434
	Iteration 19Q: 3 clusters Score -671488.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -671500.062500 Penalty: 4234.544434
	Iteration 20F: 3 clusters Score -671500.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -671513.125000 Penalty: 4234.544434
	Iteration 21Q: 3 clusters Score -671513.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -671526.187500 Penalty: 4234.544434
	Iteration 22Q: 3 clusters Score -671526.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -671538.000000 Penalty: 4234.544434
	Iteration 23Q: 3 clusters Score -671538 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -671555.250000 Penalty: 4234.544434
	Iteration 24Q: 3 clusters Score -671555.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -671570.312500 Penalty: 4234.544434
	Iteration 25Q: 3 clusters Score -671570.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -671587.937500 Penalty: 4234.544434
	Iteration 26Q: 3 clusters Score -671587.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -671604.812500 Penalty: 4234.544434
	Iteration 27Q: 3 clusters Score -671604.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -671624.687500 Penalty: 4234.544434
	Iteration 28Q: 3 clusters Score -671624.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -671652.937500 Penalty: 4234.544434
	Iteration 29Q: 3 clusters Score -671652.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -671677.437500 Penalty: 4234.544434
	Iteration 30Q: 3 clusters Score -671677.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -671705.375000 Penalty: 4234.544434
	Iteration 31Q: 3 clusters Score -671705.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -671737.687500 Penalty: 4234.544434
	Iteration 32Q: 3 clusters Score -671737.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -671768.812500 Penalty: 4234.544434
	Iteration 33Q: 3 clusters Score -671768.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -671805.187500 Penalty: 4234.544434
	Iteration 34Q: 3 clusters Score -671805.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -671841.687500 Penalty: 4234.544434
	Iteration 35Q: 3 clusters Score -671841.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -671887.375000 Penalty: 4234.544434
	Iteration 36Q: 3 clusters Score -671887.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -671925.562500 Penalty: 4234.544434
	Iteration 37Q: 3 clusters Score -671925.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -671964.250000 Penalty: 4234.544434
	Iteration 38Q: 3 clusters Score -671964.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -672008.250000 Penalty: 4234.544434
	Iteration 39Q: 3 clusters Score -672008.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -672044.437500 Penalty: 4234.544434
	Iteration 40F: 3 clusters Score -672044.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -672072.562500 Penalty: 4234.544434
	Iteration 41Q: 3 clusters Score -672072.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -672098.062500 Penalty: 4234.544434
	Iteration 42Q: 3 clusters Score -672098.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -672119.937500 Penalty: 4234.544434
	Iteration 43Q: 3 clusters Score -672119.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -672145.375000 Penalty: 4234.544434
	Iteration 44Q: 3 clusters Score -672145.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -672174.250000 Penalty: 4234.544434
	Iteration 45Q: 3 clusters Score -672174.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -672200.812500 Penalty: 4234.544434
	Iteration 46Q: 3 clusters Score -672200.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -672219.375000 Penalty: 4234.544434
	Iteration 47Q: 3 clusters Score -672219.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -672234.625000 Penalty: 4234.544434
	Iteration 48Q: 3 clusters Score -672234.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -672245.500000 Penalty: 4234.544434
	Iteration 49Q: 3 clusters Score -672245.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -672254.500000 Penalty: 4234.544434
	Iteration 50Q: 3 clusters Score -672254.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -672258.437500 Penalty: 4234.544434
	Iteration 51Q: 3 clusters Score -672258.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -672263.812500 Penalty: 4234.544434
	Iteration 52Q: 3 clusters Score -672263.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -672269.312500 Penalty: 4234.544434
	Iteration 53Q: 3 clusters Score -672269.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -672274.312500 Penalty: 4234.544434
	Iteration 54Q: 3 clusters Score -672274.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -672277.812500 Penalty: 4234.544434
	Iteration 55Q: 3 clusters Score -672277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -672280.187500 Penalty: 4234.544434
	Iteration 56Q: 3 clusters Score -672280.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -672286.375000 Penalty: 4234.544434
	Iteration 57Q: 3 clusters Score -672286.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -672289.062500 Penalty: 4234.544434
	Iteration 58Q: 3 clusters Score -672289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -672288.937500 Penalty: 4234.544434
	Iteration 59Q: 3 clusters Score -672288.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -672288.937500 Penalty: 4234.544434
	Iteration 60F: 3 clusters Score -672288.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Entering Unmasked Estep 
Score: -6877813.500000 Penalty: 2691.927490
	Iteration 0F: 2 clusters Score -6877814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25798 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -6842785.000000 Penalty: 5383.854980
	Iteration 0F: 3 clusters Score -6842785 nChanged 24037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -6856298.000000 Penalty: 5383.854980
	Iteration 1F: 3 clusters Score -6856298 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -6857060.500000 Penalty: 5383.854980
	Iteration 2Q: 3 clusters Score -6857060 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -6857985.500000 Penalty: 5383.854980
	Iteration 3Q: 3 clusters Score -6857986 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -6859223.500000 Penalty: 5383.854980
	Iteration 4F: 3 clusters Score -6859224 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -6860799.000000 Penalty: 5383.854980
	Iteration 5F: 3 clusters Score -6860799 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 32862 members 
Entering Unmasked Estep 
Score: -6862903.500000 Penalty: 5383.854980
	Iteration 6F: 3 clusters Score -6862904 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -6865161.000000 Penalty: 5383.854980
	Iteration 7F: 3 clusters Score -6865161 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -6867434.500000 Penalty: 5383.854980
	Iteration 8F: 3 clusters Score -6867434 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -6869258.500000 Penalty: 5383.854980
	Iteration 9F: 3 clusters Score -6869258 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -6870821.000000 Penalty: 5383.854980
	Iteration 10Q: 3 clusters Score -6870821 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -6871949.500000 Penalty: 5383.854980
	Iteration 11Q: 3 clusters Score -6871950 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -6872978.500000 Penalty: 5383.854980
	Iteration 12Q: 3 clusters Score -6872978 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -6873689.000000 Penalty: 5383.854980
	Iteration 13Q: 3 clusters Score -6873689 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -6874138.000000 Penalty: 5383.854980
	Iteration 14Q: 3 clusters Score -6874138 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -6874429.500000 Penalty: 5383.854980
	Iteration 15Q: 3 clusters Score -6874430 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -6874648.000000 Penalty: 5383.854980
	Iteration 16Q: 3 clusters Score -6874648 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -6874797.000000 Penalty: 5383.854980
	Iteration 17Q: 3 clusters Score -6874797 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -6874939.000000 Penalty: 5383.854980
	Iteration 18Q: 3 clusters Score -6874939 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -6875049.500000 Penalty: 5383.854980
	Iteration 19Q: 3 clusters Score -6875050 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 47203 members 
Entering Unmasked Estep 
Score: -6875175.000000 Penalty: 5383.854980
	Iteration 20F: 3 clusters Score -6875175 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -6875242.000000 Penalty: 5383.854980
	Iteration 21Q: 3 clusters Score -6875242 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 47676 members 
Entering Unmasked Estep 
Score: -6875307.000000 Penalty: 5383.854980
	Iteration 22Q: 3 clusters Score -6875307 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -6875362.000000 Penalty: 5383.854980
	Iteration 23Q: 3 clusters Score -6875362 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 48026 members 
Entering Unmasked Estep 
Score: -6875419.000000 Penalty: 5383.854980
	Iteration 24Q: 3 clusters Score -6875419 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -6875463.000000 Penalty: 5383.854980
	Iteration 25Q: 3 clusters Score -6875463 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 48225 members 
Entering Unmasked Estep 
Score: -6875477.500000 Penalty: 5383.854980
	Iteration 26Q: 3 clusters Score -6875478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -6875509.000000 Penalty: 5383.854980
	Iteration 27Q: 3 clusters Score -6875509 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -6875539.500000 Penalty: 5383.854980
	Iteration 28Q: 3 clusters Score -6875540 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 48469 members 
Entering Unmasked Estep 
Score: -6875538.000000 Penalty: 5383.854980
	Iteration 29Q: 3 clusters Score -6875538 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -6875551.000000 Penalty: 5383.854980
	Iteration 30Q: 3 clusters Score -6875551 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -6875577.500000 Penalty: 5383.854980
	Iteration 31Q: 3 clusters Score -6875578 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -6875612.000000 Penalty: 5383.854980
	Iteration 32Q: 3 clusters Score -6875612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 48770 members 
Entering Unmasked Estep 
Score: -6875621.500000 Penalty: 5383.854980
	Iteration 33Q: 3 clusters Score -6875622 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -6875636.000000 Penalty: 5383.854980
	Iteration 34Q: 3 clusters Score -6875636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 48926 members 
Entering Unmasked Estep 
Score: -6875686.500000 Penalty: 5383.854980
	Iteration 35Q: 3 clusters Score -6875686 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 48993 members 
Entering Unmasked Estep 
Score: -6875695.500000 Penalty: 5383.854980
	Iteration 36Q: 3 clusters Score -6875696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -6875707.500000 Penalty: 5383.854980
	Iteration 37Q: 3 clusters Score -6875708 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -6875741.500000 Penalty: 5383.854980
	Iteration 38Q: 3 clusters Score -6875742 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -6875762.000000 Penalty: 5383.854980
	Iteration 39Q: 3 clusters Score -6875762 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -6875771.500000 Penalty: 5383.854980
	Iteration 40F: 3 clusters Score -6875772 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -6875791.000000 Penalty: 5383.854980
	Iteration 41Q: 3 clusters Score -6875791 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -6875790.500000 Penalty: 5383.854980
	Iteration 42Q: 3 clusters Score -6875790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -6875800.000000 Penalty: 5383.854980
	Iteration 43Q: 3 clusters Score -6875800 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -6875804.500000 Penalty: 5383.854980
	Iteration 44Q: 3 clusters Score -6875804 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 49465 members 
Entering Unmasked Estep 
Score: -6875811.500000 Penalty: 5383.854980
	Iteration 45Q: 3 clusters Score -6875812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 49492 members 
Entering Unmasked Estep 
Score: -6875821.500000 Penalty: 5383.854980
	Iteration 46Q: 3 clusters Score -6875822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 49514 members 
Entering Unmasked Estep 
Score: -6875818.500000 Penalty: 5383.854980
	Iteration 47Q: 3 clusters Score -6875818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -6875823.500000 Penalty: 5383.854980
	Iteration 48Q: 3 clusters Score -6875824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -6875843.000000 Penalty: 5383.854980
	Iteration 49Q: 3 clusters Score -6875843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -6875836.500000 Penalty: 5383.854980
	Iteration 50Q: 3 clusters Score -6875836 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 49573 members 
Entering Unmasked Estep 
Score: -6875837.500000 Penalty: 5383.854980
	Iteration 51Q: 3 clusters Score -6875838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 49586 members 
Entering Unmasked Estep 
Score: -6875837.000000 Penalty: 5383.854980
	Iteration 52Q: 3 clusters Score -6875837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -6875838.000000 Penalty: 5383.854980
	Iteration 53Q: 3 clusters Score -6875838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -6875835.500000 Penalty: 5383.854980
	Iteration 54Q: 3 clusters Score -6875836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -6875847.500000 Penalty: 5383.854980
	Iteration 55Q: 3 clusters Score -6875848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -6875856.000000 Penalty: 5383.854980
	Iteration 56Q: 3 clusters Score -6875856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -6875859.500000 Penalty: 5383.854980
	Iteration 57Q: 3 clusters Score -6875860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 49648 members 
Entering Unmasked Estep 
Score: -6875852.500000 Penalty: 5383.854980
	Iteration 58Q: 3 clusters Score -6875852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -6875853.500000 Penalty: 5383.854980
	Iteration 59Q: 3 clusters Score -6875854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -6875860.000000 Penalty: 5383.854980
	Iteration 60F: 3 clusters Score -6875860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 49673 members 
Entering Unmasked Estep 
Score: -6875860.500000 Penalty: 5383.854980
	Iteration 61Q: 3 clusters Score -6875860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -6875866.500000 Penalty: 5383.854980
	Iteration 62Q: 3 clusters Score -6875866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -6875863.000000 Penalty: 5383.854980
	Iteration 63Q: 3 clusters Score -6875863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -6875860.500000 Penalty: 5383.854980
	Iteration 64Q: 3 clusters Score -6875860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -6875875.000000 Penalty: 5383.854980
	Iteration 65Q: 3 clusters Score -6875875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -6875880.500000 Penalty: 5383.854980
	Iteration 66Q: 3 clusters Score -6875880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -6875873.000000 Penalty: 5383.854980
	Iteration 67Q: 3 clusters Score -6875873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -6875876.000000 Penalty: 5383.854980
	Iteration 68Q: 3 clusters Score -6875876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -6875878.500000 Penalty: 5383.854980
	Iteration 69Q: 3 clusters Score -6875878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -6875877.000000 Penalty: 5383.854980
	Iteration 70Q: 3 clusters Score -6875877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -6875879.000000 Penalty: 5383.854980
	Iteration 71Q: 3 clusters Score -6875879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -6875881.500000 Penalty: 5383.854980
	Iteration 72Q: 3 clusters Score -6875882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -6875881.500000 Penalty: 5383.854980
	Iteration 73Q: 3 clusters Score -6875882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 49739 members 
Entering Unmasked Estep 
Score: -6875884.500000 Penalty: 5383.854980
	Iteration 74Q: 3 clusters Score -6875884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -6875880.000000 Penalty: 5383.854980
	Iteration 75Q: 3 clusters Score -6875880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -6875878.000000 Penalty: 5383.854980
	Iteration 76Q: 3 clusters Score -6875878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 49749 members 
Entering Unmasked Estep 
Score: -6875883.500000 Penalty: 5383.854980
	Iteration 77Q: 3 clusters Score -6875884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -6875880.000000 Penalty: 5383.854980
	Iteration 78Q: 3 clusters Score -6875880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -6875879.000000 Penalty: 5383.854980
	Iteration 79Q: 3 clusters Score -6875879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -6875879.000000 Penalty: 5383.854980
	Iteration 80F: 3 clusters Score -6875879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Entering Unmasked Estep 
Score: -3419436.250000 Penalty: 2514.127441
	Iteration 0F: 2 clusters Score -3419436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3401843.000000 Penalty: 5028.254883
	Iteration 0F: 3 clusters Score -3401843 nChanged 11295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3408326.250000 Penalty: 5028.254883
	Iteration 1F: 3 clusters Score -3408326 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -3409256.000000 Penalty: 5028.254883
	Iteration 2F: 3 clusters Score -3409256 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -3410336.500000 Penalty: 5028.254883
	Iteration 3F: 3 clusters Score -3410336 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3411513.250000 Penalty: 5028.254883
	Iteration 4F: 3 clusters Score -3411513 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -3412681.250000 Penalty: 5028.254883
	Iteration 5F: 3 clusters Score -3412681 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3413676.250000 Penalty: 5028.254883
	Iteration 6F: 3 clusters Score -3413676 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3414511.000000 Penalty: 5028.254883
	Iteration 7F: 3 clusters Score -3414511 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3415237.000000 Penalty: 5028.254883
	Iteration 8Q: 3 clusters Score -3415237 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3415914.250000 Penalty: 5028.254883
	Iteration 9Q: 3 clusters Score -3415914 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -3416437.250000 Penalty: 5028.254883
	Iteration 10Q: 3 clusters Score -3416437 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -3416795.000000 Penalty: 5028.254883
	Iteration 11Q: 3 clusters Score -3416795 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3417084.500000 Penalty: 5028.254883
	Iteration 12Q: 3 clusters Score -3417084 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -3417311.500000 Penalty: 5028.254883
	Iteration 13Q: 3 clusters Score -3417312 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -3417524.250000 Penalty: 5028.254883
	Iteration 14Q: 3 clusters Score -3417524 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3417754.000000 Penalty: 5028.254883
	Iteration 15Q: 3 clusters Score -3417754 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -3418008.000000 Penalty: 5028.254883
	Iteration 16Q: 3 clusters Score -3418008 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3418272.000000 Penalty: 5028.254883
	Iteration 17Q: 3 clusters Score -3418272 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3418519.250000 Penalty: 5028.254883
	Iteration 18Q: 3 clusters Score -3418519 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -3418787.500000 Penalty: 5028.254883
	Iteration 19Q: 3 clusters Score -3418788 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3419030.000000 Penalty: 5028.254883
	Iteration 20F: 3 clusters Score -3419030 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -3419278.500000 Penalty: 5028.254883
	Iteration 21Q: 3 clusters Score -3419278 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -3419486.000000 Penalty: 5028.254883
	Iteration 22Q: 3 clusters Score -3419486 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -3419641.500000 Penalty: 5028.254883
	Iteration 23Q: 3 clusters Score -3419642 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -3419778.000000 Penalty: 5028.254883
	Iteration 24Q: 3 clusters Score -3419778 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -3419873.000000 Penalty: 5028.254883
	Iteration 25Q: 3 clusters Score -3419873 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -3419916.500000 Penalty: 5028.254883
	Iteration 26Q: 3 clusters Score -3419916 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -3419961.000000 Penalty: 5028.254883
	Iteration 27Q: 3 clusters Score -3419961 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3419979.750000 Penalty: 5028.254883
	Iteration 28Q: 3 clusters Score -3419980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -3419995.000000 Penalty: 5028.254883
	Iteration 29Q: 3 clusters Score -3419995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -3419996.500000 Penalty: 5028.254883
	Iteration 30Q: 3 clusters Score -3419996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3420003.250000 Penalty: 5028.254883
	Iteration 31Q: 3 clusters Score -3420003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -3420005.750000 Penalty: 5028.254883
	Iteration 32Q: 3 clusters Score -3420006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -3420013.250000 Penalty: 5028.254883
	Iteration 33Q: 3 clusters Score -3420013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -3420013.500000 Penalty: 5028.254883
	Iteration 34Q: 3 clusters Score -3420014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -3420016.500000 Penalty: 5028.254883
	Iteration 35Q: 3 clusters Score -3420016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -3420016.250000 Penalty: 5028.254883
	Iteration 36Q: 3 clusters Score -3420016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -3420017.500000 Penalty: 5028.254883
	Iteration 37Q: 3 clusters Score -3420018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -3420014.000000 Penalty: 5028.254883
	Iteration 38Q: 3 clusters Score -3420014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -3420013.750000 Penalty: 5028.254883
	Iteration 39Q: 3 clusters Score -3420014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -3420017.500000 Penalty: 5028.254883
	Iteration 40F: 3 clusters Score -3420018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3420018.000000 Penalty: 5028.254883
	Iteration 41Q: 3 clusters Score -3420018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -3420024.000000 Penalty: 5028.254883
	Iteration 42Q: 3 clusters Score -3420024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -3420020.000000 Penalty: 5028.254883
	Iteration 43Q: 3 clusters Score -3420020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3420023.750000 Penalty: 5028.254883
	Iteration 44Q: 3 clusters Score -3420024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -3420023.750000 Penalty: 5028.254883
	Iteration 45F: 3 clusters Score -3420024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266861 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 12767 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 33140 members 
Mstep: Class 6 contains 5102 members 
Mstep: Class 7 contains 51769 members 
Mstep: Class 8 contains 6535 members 
Mstep: Class 9 contains 166698 members 
Mstep: Class 10 contains 133037 members 
Mstep: Class 11 contains 28857 members 
Mstep: Class 12 contains 44625 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 17 contains 17060 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19448 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 28876 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 18741 members 
Entering Unmasked Estep 
Score: -122239240.000000 Penalty: 98657.695312
Splitting cluster 8 changes total score from -122239592.000000 to -122239240.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (166698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166698 members 
Entering Unmasked Estep 
Score: -22816278.000000 Penalty: 2981.937012
	Iteration 0F: 2 clusters Score -2.281628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -22708512.000000 Penalty: 5963.874023
	Iteration 0F: 3 clusters Score -2.270851e+07 nChanged 80165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83396 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -22755078.000000 Penalty: 5963.874023
	Iteration 1F: 3 clusters Score -2.275508e+07 nChanged 4720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83378 members 
Mstep: Class 2 contains 83320 members 
Entering Unmasked Estep 
Score: -22756132.000000 Penalty: 5963.874023
	Iteration 2Q: 3 clusters Score -2.275613e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83477 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -22757178.000000 Penalty: 5963.874023
	Iteration 3Q: 3 clusters Score -2.275718e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83616 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -22758394.000000 Penalty: 5963.874023
	Iteration 4Q: 3 clusters Score -2.275839e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83762 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -22760158.000000 Penalty: 5963.874023
	Iteration 5Q: 3 clusters Score -2.276016e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83846 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -22762586.000000 Penalty: 5963.874023
	Iteration 6Q: 3 clusters Score -2.276259e+07 nChanged 7077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83735 members 
Mstep: Class 2 contains 82963 members 
Entering Unmasked Estep 
Score: -22765750.000000 Penalty: 5963.874023
	Iteration 7Q: 3 clusters Score -2.276575e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83140 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
Score: -22770104.000000 Penalty: 5963.874023
	Iteration 8Q: 3 clusters Score -2.27701e+07 nChanged 9428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 84812 members 
Entering Unmasked Estep 
Score: -22775784.000000 Penalty: 5963.874023
	Iteration 9F: 3 clusters Score -2.277578e+07 nChanged 10110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79888 members 
Mstep: Class 2 contains 86810 members 
Entering Unmasked Estep 
Score: -22782900.000000 Penalty: 5963.874023
	Iteration 10F: 3 clusters Score -2.27829e+07 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 89168 members 
Entering Unmasked Estep 
Score: -22788994.000000 Penalty: 5963.874023
	Iteration 11F: 3 clusters Score -2.278899e+07 nChanged 7571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75209 members 
Mstep: Class 2 contains 91489 members 
Entering Unmasked Estep 
Score: -22792530.000000 Penalty: 5963.874023
	Iteration 12Q: 3 clusters Score -2.279253e+07 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -22794210.000000 Penalty: 5963.874023
	Iteration 13Q: 3 clusters Score -2.279421e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70619 members 
Mstep: Class 2 contains 96079 members 
Entering Unmasked Estep 
Score: -22795306.000000 Penalty: 5963.874023
	Iteration 14Q: 3 clusters Score -2.279531e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 98428 members 
Entering Unmasked Estep 
Score: -22796058.000000 Penalty: 5963.874023
	Iteration 15Q: 3 clusters Score -2.279606e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65814 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -22797148.000000 Penalty: 5963.874023
	Iteration 16Q: 3 clusters Score -2.279715e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63172 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -22798122.000000 Penalty: 5963.874023
	Iteration 17Q: 3 clusters Score -2.279812e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60283 members 
Mstep: Class 2 contains 106415 members 
Entering Unmasked Estep 
Score: -22799200.000000 Penalty: 5963.874023
	Iteration 18Q: 3 clusters Score -2.27992e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57362 members 
Mstep: Class 2 contains 109336 members 
Entering Unmasked Estep 
Score: -22800492.000000 Penalty: 5963.874023
	Iteration 19Q: 3 clusters Score -2.280049e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 112371 members 
Entering Unmasked Estep 
Score: -22801986.000000 Penalty: 5963.874023
	Iteration 20F: 3 clusters Score -2.280199e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 115472 members 
Entering Unmasked Estep 
Score: -22803238.000000 Penalty: 5963.874023
	Iteration 21Q: 3 clusters Score -2.280324e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 118574 members 
Entering Unmasked Estep 
Score: -22804690.000000 Penalty: 5963.874023
	Iteration 22Q: 3 clusters Score -2.280469e+07 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44949 members 
Mstep: Class 2 contains 121749 members 
Entering Unmasked Estep 
Score: -22806502.000000 Penalty: 5963.874023
	Iteration 23Q: 3 clusters Score -2.28065e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 124875 members 
Entering Unmasked Estep 
Score: -22808186.000000 Penalty: 5963.874023
	Iteration 24Q: 3 clusters Score -2.280819e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 127811 members 
Entering Unmasked Estep 
Score: -22809996.000000 Penalty: 5963.874023
	Iteration 25Q: 3 clusters Score -2.281e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 130658 members 
Entering Unmasked Estep 
Score: -22811648.000000 Penalty: 5963.874023
	Iteration 26Q: 3 clusters Score -2.281165e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 133233 members 
Entering Unmasked Estep 
Score: -22813014.000000 Penalty: 5963.874023
	Iteration 27Q: 3 clusters Score -2.281301e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 135520 members 
Entering Unmasked Estep 
Score: -22814096.000000 Penalty: 5963.874023
	Iteration 28Q: 3 clusters Score -2.28141e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 137433 members 
Entering Unmasked Estep 
Score: -22814852.000000 Penalty: 5963.874023
	Iteration 29Q: 3 clusters Score -2.281485e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27663 members 
Mstep: Class 2 contains 139035 members 
Entering Unmasked Estep 
Score: -22815318.000000 Penalty: 5963.874023
	Iteration 30Q: 3 clusters Score -2.281532e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 140387 members 
Entering Unmasked Estep 
Score: -22815724.000000 Penalty: 5963.874023
	Iteration 31Q: 3 clusters Score -2.281572e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 141551 members 
Entering Unmasked Estep 
Score: -22815864.000000 Penalty: 5963.874023
	Iteration 32Q: 3 clusters Score -2.281586e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 142593 members 
Entering Unmasked Estep 
Score: -22815928.000000 Penalty: 5963.874023
	Iteration 33Q: 3 clusters Score -2.281593e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 143481 members 
Entering Unmasked Estep 
Score: -22816038.000000 Penalty: 5963.874023
	Iteration 34Q: 3 clusters Score -2.281604e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 144248 members 
Entering Unmasked Estep 
Score: -22815986.000000 Penalty: 5963.874023
	Iteration 35Q: 3 clusters Score -2.281599e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 144925 members 
Entering Unmasked Estep 
Score: -22816008.000000 Penalty: 5963.874023
	Iteration 36Q: 3 clusters Score -2.281601e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 145507 members 
Entering Unmasked Estep 
Score: -22816016.000000 Penalty: 5963.874023
	Iteration 37Q: 3 clusters Score -2.281602e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 146062 members 
Entering Unmasked Estep 
Score: -22816092.000000 Penalty: 5963.874023
	Iteration 38Q: 3 clusters Score -2.281609e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 146586 members 
Entering Unmasked Estep 
Score: -22816082.000000 Penalty: 5963.874023
	Iteration 39Q: 3 clusters Score -2.281608e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 147060 members 
Entering Unmasked Estep 
Score: -22816080.000000 Penalty: 5963.874023
	Iteration 40F: 3 clusters Score -2.281608e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 147526 members 
Entering Unmasked Estep 
Score: -22816116.000000 Penalty: 5963.874023
	Iteration 41Q: 3 clusters Score -2.281612e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 147993 members 
Entering Unmasked Estep 
Score: -22816172.000000 Penalty: 5963.874023
	Iteration 42Q: 3 clusters Score -2.281617e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 148432 members 
Entering Unmasked Estep 
Score: -22816146.000000 Penalty: 5963.874023
	Iteration 43Q: 3 clusters Score -2.281615e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 148835 members 
Entering Unmasked Estep 
Score: -22816098.000000 Penalty: 5963.874023
	Iteration 44Q: 3 clusters Score -2.28161e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 149213 members 
Entering Unmasked Estep 
Score: -22816112.000000 Penalty: 5963.874023
	Iteration 45Q: 3 clusters Score -2.281611e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 149552 members 
Entering Unmasked Estep 
Score: -22816130.000000 Penalty: 5963.874023
	Iteration 46Q: 3 clusters Score -2.281613e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 149856 members 
Entering Unmasked Estep 
Score: -22816134.000000 Penalty: 5963.874023
	Iteration 47Q: 3 clusters Score -2.281613e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 150143 members 
Entering Unmasked Estep 
Score: -22816166.000000 Penalty: 5963.874023
	Iteration 48Q: 3 clusters Score -2.281617e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 150411 members 
Entering Unmasked Estep 
Score: -22816098.000000 Penalty: 5963.874023
	Iteration 49Q: 3 clusters Score -2.28161e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 150670 members 
Entering Unmasked Estep 
Score: -22816138.000000 Penalty: 5963.874023
	Iteration 50Q: 3 clusters Score -2.281614e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 150911 members 
Entering Unmasked Estep 
Score: -22816086.000000 Penalty: 5963.874023
	Iteration 51Q: 3 clusters Score -2.281609e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 151125 members 
Entering Unmasked Estep 
Score: -22816070.000000 Penalty: 5963.874023
	Iteration 52Q: 3 clusters Score -2.281607e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 151342 members 
Entering Unmasked Estep 
Score: -22816112.000000 Penalty: 5963.874023
	Iteration 53Q: 3 clusters Score -2.281611e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 151544 members 
Entering Unmasked Estep 
Score: -22816102.000000 Penalty: 5963.874023
	Iteration 54Q: 3 clusters Score -2.28161e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 151697 members 
Entering Unmasked Estep 
Score: -22816078.000000 Penalty: 5963.874023
	Iteration 55Q: 3 clusters Score -2.281608e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 151860 members 
Entering Unmasked Estep 
Score: -22816064.000000 Penalty: 5963.874023
	Iteration 56Q: 3 clusters Score -2.281606e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 152026 members 
Entering Unmasked Estep 
Score: -22816054.000000 Penalty: 5963.874023
	Iteration 57Q: 3 clusters Score -2.281605e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 152193 members 
Entering Unmasked Estep 
Score: -22816052.000000 Penalty: 5963.874023
	Iteration 58Q: 3 clusters Score -2.281605e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 152342 members 
Entering Unmasked Estep 
Score: -22815998.000000 Penalty: 5963.874023
	Iteration 59Q: 3 clusters Score -2.2816e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 152502 members 
Entering Unmasked Estep 
Score: -22815960.000000 Penalty: 5963.874023
	Iteration 60F: 3 clusters Score -2.281596e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 152633 members 
Entering Unmasked Estep 
Score: -22815968.000000 Penalty: 5963.874023
	Iteration 61Q: 3 clusters Score -2.281597e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 152754 members 
Entering Unmasked Estep 
Score: -22815966.000000 Penalty: 5963.874023
	Iteration 62Q: 3 clusters Score -2.281597e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 152888 members 
Entering Unmasked Estep 
Score: -22815952.000000 Penalty: 5963.874023
	Iteration 63Q: 3 clusters Score -2.281595e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 153020 members 
Entering Unmasked Estep 
Score: -22815966.000000 Penalty: 5963.874023
	Iteration 64Q: 3 clusters Score -2.281597e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 153141 members 
Entering Unmasked Estep 
Score: -22815962.000000 Penalty: 5963.874023
	Iteration 65Q: 3 clusters Score -2.281596e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 153254 members 
Entering Unmasked Estep 
Score: -22815926.000000 Penalty: 5963.874023
	Iteration 66Q: 3 clusters Score -2.281593e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 153354 members 
Entering Unmasked Estep 
Score: -22815936.000000 Penalty: 5963.874023
	Iteration 67Q: 3 clusters Score -2.281594e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 153474 members 
Entering Unmasked Estep 
Score: -22815912.000000 Penalty: 5963.874023
	Iteration 68Q: 3 clusters Score -2.281591e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 153586 members 
Entering Unmasked Estep 
Score: -22815882.000000 Penalty: 5963.874023
	Iteration 69Q: 3 clusters Score -2.281588e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 153698 members 
Entering Unmasked Estep 
Score: -22815880.000000 Penalty: 5963.874023
	Iteration 70Q: 3 clusters Score -2.281588e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 153798 members 
Entering Unmasked Estep 
Score: -22815874.000000 Penalty: 5963.874023
	Iteration 71Q: 3 clusters Score -2.281587e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 153895 members 
Entering Unmasked Estep 
Score: -22815890.000000 Penalty: 5963.874023
	Iteration 72Q: 3 clusters Score -2.281589e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 153981 members 
Entering Unmasked Estep 
Score: -22815880.000000 Penalty: 5963.874023
	Iteration 73Q: 3 clusters Score -2.281588e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 154056 members 
Entering Unmasked Estep 
Score: -22815870.000000 Penalty: 5963.874023
	Iteration 74Q: 3 clusters Score -2.281587e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 154130 members 
Entering Unmasked Estep 
Score: -22815872.000000 Penalty: 5963.874023
	Iteration 75Q: 3 clusters Score -2.281587e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 154195 members 
Entering Unmasked Estep 
Score: -22815858.000000 Penalty: 5963.874023
	Iteration 76Q: 3 clusters Score -2.281586e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 154251 members 
Entering Unmasked Estep 
Score: -22815836.000000 Penalty: 5963.874023
	Iteration 77Q: 3 clusters Score -2.281584e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 154310 members 
Entering Unmasked Estep 
Score: -22815790.000000 Penalty: 5963.874023
	Iteration 78Q: 3 clusters Score -2.281579e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 154363 members 
Entering Unmasked Estep 
Score: -22815778.000000 Penalty: 5963.874023
	Iteration 79Q: 3 clusters Score -2.281578e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 154415 members 
Entering Unmasked Estep 
Score: -22815782.000000 Penalty: 5963.874023
	Iteration 80F: 3 clusters Score -2.281578e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 154472 members 
Entering Unmasked Estep 
Score: -22815776.000000 Penalty: 5963.874023
	Iteration 81Q: 3 clusters Score -2.281578e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 154518 members 
Entering Unmasked Estep 
Score: -22815778.000000 Penalty: 5963.874023
	Iteration 82Q: 3 clusters Score -2.281578e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 154552 members 
Entering Unmasked Estep 
Score: -22815788.000000 Penalty: 5963.874023
	Iteration 83Q: 3 clusters Score -2.281579e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 154582 members 
Entering Unmasked Estep 
Score: -22815784.000000 Penalty: 5963.874023
	Iteration 84Q: 3 clusters Score -2.281578e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 154615 members 
Entering Unmasked Estep 
Score: -22815786.000000 Penalty: 5963.874023
	Iteration 85Q: 3 clusters Score -2.281579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 154635 members 
Entering Unmasked Estep 
Score: -22815780.000000 Penalty: 5963.874023
	Iteration 86Q: 3 clusters Score -2.281578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 154656 members 
Entering Unmasked Estep 
Score: -22815768.000000 Penalty: 5963.874023
	Iteration 87Q: 3 clusters Score -2.281577e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 154673 members 
Entering Unmasked Estep 
Score: -22815790.000000 Penalty: 5963.874023
	Iteration 88Q: 3 clusters Score -2.281579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 154690 members 
Entering Unmasked Estep 
Score: -22815796.000000 Penalty: 5963.874023
	Iteration 89Q: 3 clusters Score -2.28158e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 154706 members 
Entering Unmasked Estep 
Score: -22815782.000000 Penalty: 5963.874023
	Iteration 90Q: 3 clusters Score -2.281578e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 154723 members 
Entering Unmasked Estep 
Score: -22815792.000000 Penalty: 5963.874023
	Iteration 91Q: 3 clusters Score -2.281579e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 154742 members 
Entering Unmasked Estep 
Score: -22815816.000000 Penalty: 5963.874023
	Iteration 92Q: 3 clusters Score -2.281582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 154757 members 
Entering Unmasked Estep 
Score: -22815810.000000 Penalty: 5963.874023
	Iteration 93Q: 3 clusters Score -2.281581e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 154774 members 
Entering Unmasked Estep 
Score: -22815822.000000 Penalty: 5963.874023
	Iteration 94Q: 3 clusters Score -2.281582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 154786 members 
Entering Unmasked Estep 
Score: -22815816.000000 Penalty: 5963.874023
	Iteration 95Q: 3 clusters Score -2.281582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 154800 members 
Entering Unmasked Estep 
Score: -22815808.000000 Penalty: 5963.874023
	Iteration 96Q: 3 clusters Score -2.281581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 154811 members 
Entering Unmasked Estep 
Score: -22815820.000000 Penalty: 5963.874023
	Iteration 97Q: 3 clusters Score -2.281582e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 154828 members 
Entering Unmasked Estep 
Score: -22815822.000000 Penalty: 5963.874023
	Iteration 98Q: 3 clusters Score -2.281582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 154837 members 
Entering Unmasked Estep 
Score: -22815818.000000 Penalty: 5963.874023
	Iteration 99Q: 3 clusters Score -2.281582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 154851 members 
Entering Unmasked Estep 
Score: -22815802.000000 Penalty: 5963.874023
	Iteration 100F: 3 clusters Score -2.28158e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 154866 members 
Entering Unmasked Estep 
Score: -22815822.000000 Penalty: 5963.874023
	Iteration 101Q: 3 clusters Score -2.281582e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 154880 members 
Entering Unmasked Estep 
Score: -22815822.000000 Penalty: 5963.874023
	Iteration 102Q: 3 clusters Score -2.281582e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 154893 members 
Entering Unmasked Estep 
Score: -22815828.000000 Penalty: 5963.874023
	Iteration 103Q: 3 clusters Score -2.281583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 154902 members 
Entering Unmasked Estep 
Score: -22815810.000000 Penalty: 5963.874023
	Iteration 104Q: 3 clusters Score -2.281581e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 154910 members 
Entering Unmasked Estep 
Score: -22815800.000000 Penalty: 5963.874023
	Iteration 105Q: 3 clusters Score -2.28158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 154920 members 
Entering Unmasked Estep 
Score: -22815786.000000 Penalty: 5963.874023
	Iteration 106Q: 3 clusters Score -2.281579e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 154938 members 
Entering Unmasked Estep 
Score: -22815774.000000 Penalty: 5963.874023
	Iteration 107Q: 3 clusters Score -2.281577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 154962 members 
Entering Unmasked Estep 
Score: -22815784.000000 Penalty: 5963.874023
	Iteration 108Q: 3 clusters Score -2.281578e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -22815778.000000 Penalty: 5963.874023
	Iteration 109Q: 3 clusters Score -2.281578e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 155007 members 
Entering Unmasked Estep 
Score: -22815774.000000 Penalty: 5963.874023
	Iteration 110Q: 3 clusters Score -2.281577e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 155032 members 
Entering Unmasked Estep 
Score: -22815768.000000 Penalty: 5963.874023
	Iteration 111Q: 3 clusters Score -2.281577e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 155061 members 
Entering Unmasked Estep 
Score: -22815792.000000 Penalty: 5963.874023
	Iteration 112Q: 3 clusters Score -2.281579e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 155091 members 
Entering Unmasked Estep 
Score: -22815798.000000 Penalty: 5963.874023
	Iteration 113Q: 3 clusters Score -2.28158e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 155129 members 
Entering Unmasked Estep 
Score: -22815768.000000 Penalty: 5963.874023
	Iteration 114Q: 3 clusters Score -2.281577e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 155159 members 
Entering Unmasked Estep 
Score: -22815762.000000 Penalty: 5963.874023
	Iteration 115Q: 3 clusters Score -2.281576e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 155195 members 
Entering Unmasked Estep 
Score: -22815750.000000 Penalty: 5963.874023
	Iteration 116Q: 3 clusters Score -2.281575e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 155222 members 
Entering Unmasked Estep 
Score: -22815768.000000 Penalty: 5963.874023
	Iteration 117Q: 3 clusters Score -2.281577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 155244 members 
Entering Unmasked Estep 
Score: -22815760.000000 Penalty: 5963.874023
	Iteration 118Q: 3 clusters Score -2.281576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 155268 members 
Entering Unmasked Estep 
Score: -22815756.000000 Penalty: 5963.874023
	Iteration 119Q: 3 clusters Score -2.281576e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 155293 members 
Entering Unmasked Estep 
Score: -22815762.000000 Penalty: 5963.874023
	Iteration 120F: 3 clusters Score -2.281576e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 155313 members 
Entering Unmasked Estep 
Score: -22815768.000000 Penalty: 5963.874023
	Iteration 121Q: 3 clusters Score -2.281577e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 155334 members 
Entering Unmasked Estep 
Score: -22815744.000000 Penalty: 5963.874023
	Iteration 122Q: 3 clusters Score -2.281574e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 155355 members 
Entering Unmasked Estep 
Score: -22815754.000000 Penalty: 5963.874023
	Iteration 123Q: 3 clusters Score -2.281575e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 155380 members 
Entering Unmasked Estep 
Score: -22815732.000000 Penalty: 5963.874023
	Iteration 124Q: 3 clusters Score -2.281573e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 155396 members 
Entering Unmasked Estep 
Score: -22815720.000000 Penalty: 5963.874023
	Iteration 125Q: 3 clusters Score -2.281572e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 155407 members 
Entering Unmasked Estep 
Score: -22815716.000000 Penalty: 5963.874023
	Iteration 126Q: 3 clusters Score -2.281572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 155414 members 
Entering Unmasked Estep 
Score: -22815720.000000 Penalty: 5963.874023
	Iteration 127Q: 3 clusters Score -2.281572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 155420 members 
Entering Unmasked Estep 
Score: -22815706.000000 Penalty: 5963.874023
	Iteration 128Q: 3 clusters Score -2.281571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 155425 members 
Entering Unmasked Estep 
Score: -22815720.000000 Penalty: 5963.874023
	Iteration 129Q: 3 clusters Score -2.281572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 155430 members 
Entering Unmasked Estep 
Score: -22815726.000000 Penalty: 5963.874023
	Iteration 130Q: 3 clusters Score -2.281573e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 155435 members 
Entering Unmasked Estep 
Score: -22815714.000000 Penalty: 5963.874023
	Iteration 131Q: 3 clusters Score -2.281571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 155439 members 
Entering Unmasked Estep 
Score: -22815712.000000 Penalty: 5963.874023
	Iteration 132Q: 3 clusters Score -2.281571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 155442 members 
Entering Unmasked Estep 
Score: -22815706.000000 Penalty: 5963.874023
	Iteration 133Q: 3 clusters Score -2.281571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 155447 members 
Entering Unmasked Estep 
Score: -22815706.000000 Penalty: 5963.874023
	Iteration 134Q: 3 clusters Score -2.281571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 155451 members 
Entering Unmasked Estep 
Score: -22815688.000000 Penalty: 5963.874023
	Iteration 135Q: 3 clusters Score -2.281569e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 155456 members 
Entering Unmasked Estep 
Score: -22815686.000000 Penalty: 5963.874023
	Iteration 136Q: 3 clusters Score -2.281569e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 155462 members 
Entering Unmasked Estep 
Score: -22815700.000000 Penalty: 5963.874023
	Iteration 137Q: 3 clusters Score -2.28157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 155470 members 
Entering Unmasked Estep 
Score: -22815712.000000 Penalty: 5963.874023
	Iteration 138Q: 3 clusters Score -2.281571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 155475 members 
Entering Unmasked Estep 
Score: -22815698.000000 Penalty: 5963.874023
	Iteration 139Q: 3 clusters Score -2.28157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 155478 members 
Entering Unmasked Estep 
Score: -22815700.000000 Penalty: 5963.874023
	Iteration 140F: 3 clusters Score -2.28157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 155480 members 
Entering Unmasked Estep 
Score: -22815696.000000 Penalty: 5963.874023
	Iteration 141Q: 3 clusters Score -2.28157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 155481 members 
Entering Unmasked Estep 
Score: -22815702.000000 Penalty: 5963.874023
	Iteration 142Q: 3 clusters Score -2.28157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 155483 members 
Entering Unmasked Estep 
Score: -22815696.000000 Penalty: 5963.874023
	Iteration 143Q: 3 clusters Score -2.28157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 155484 members 
Entering Unmasked Estep 
Score: -22815702.000000 Penalty: 5963.874023
	Iteration 144Q: 3 clusters Score -2.28157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 155485 members 
Entering Unmasked Estep 
Score: -22815692.000000 Penalty: 5963.874023
	Iteration 145Q: 3 clusters Score -2.281569e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 155488 members 
Entering Unmasked Estep 
Score: -22815698.000000 Penalty: 5963.874023
	Iteration 146Q: 3 clusters Score -2.28157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 155490 members 
Entering Unmasked Estep 
Score: -22815708.000000 Penalty: 5963.874023
	Iteration 147Q: 3 clusters Score -2.281571e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 155490 members 
Entering Unmasked Estep 
Score: -22815708.000000 Penalty: 5963.874023
	Iteration 148F: 3 clusters Score -2.281571e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (133037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133037 members 
Entering Unmasked Estep 
Score: -18355714.000000 Penalty: 2925.999023
	Iteration 0F: 2 clusters Score -1.835571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 66847 members 
Entering Unmasked Estep 
Score: -18267350.000000 Penalty: 5851.998047
	Iteration 0F: 3 clusters Score -1.826735e+07 nChanged 63530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62268 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -18304560.000000 Penalty: 5851.998047
	Iteration 1F: 3 clusters Score -1.830456e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -18306180.000000 Penalty: 5851.998047
	Iteration 2Q: 3 clusters Score -1.830618e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55688 members 
Mstep: Class 2 contains 77349 members 
Entering Unmasked Estep 
Score: -18309092.000000 Penalty: 5851.998047
	Iteration 3Q: 3 clusters Score -1.830909e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -18313560.000000 Penalty: 5851.998047
	Iteration 4F: 3 clusters Score -1.831356e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 89942 members 
Entering Unmasked Estep 
Score: -18319790.000000 Penalty: 5851.998047
	Iteration 5F: 3 clusters Score -1.831979e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -18327352.000000 Penalty: 5851.998047
	Iteration 6F: 3 clusters Score -1.832735e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 104972 members 
Entering Unmasked Estep 
Score: -18334434.000000 Penalty: 5851.998047
	Iteration 7F: 3 clusters Score -1.833443e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 110746 members 
Entering Unmasked Estep 
Score: -18339958.000000 Penalty: 5851.998047
	Iteration 8F: 3 clusters Score -1.833996e+07 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 114980 members 
Entering Unmasked Estep 
Score: -18343866.000000 Penalty: 5851.998047
	Iteration 9Q: 3 clusters Score -1.834387e+07 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 118113 members 
Entering Unmasked Estep 
Score: -18346538.000000 Penalty: 5851.998047
	Iteration 10Q: 3 clusters Score -1.834654e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 120489 members 
Entering Unmasked Estep 
Score: -18348460.000000 Penalty: 5851.998047
	Iteration 11Q: 3 clusters Score -1.834846e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 122334 members 
Entering Unmasked Estep 
Score: -18349796.000000 Penalty: 5851.998047
	Iteration 12Q: 3 clusters Score -1.83498e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 123790 members 
Entering Unmasked Estep 
Score: -18350628.000000 Penalty: 5851.998047
	Iteration 13Q: 3 clusters Score -1.835063e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 124996 members 
Entering Unmasked Estep 
Score: -18351236.000000 Penalty: 5851.998047
	Iteration 14Q: 3 clusters Score -1.835124e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 125972 members 
Entering Unmasked Estep 
Score: -18351708.000000 Penalty: 5851.998047
	Iteration 15Q: 3 clusters Score -1.835171e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 126867 members 
Entering Unmasked Estep 
Score: -18352060.000000 Penalty: 5851.998047
	Iteration 16Q: 3 clusters Score -1.835206e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 127661 members 
Entering Unmasked Estep 
Score: -18352320.000000 Penalty: 5851.998047
	Iteration 17Q: 3 clusters Score -1.835232e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 128306 members 
Entering Unmasked Estep 
Score: -18352654.000000 Penalty: 5851.998047
	Iteration 18Q: 3 clusters Score -1.835265e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 128861 members 
Entering Unmasked Estep 
Score: -18352852.000000 Penalty: 5851.998047
	Iteration 19Q: 3 clusters Score -1.835285e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 129343 members 
Entering Unmasked Estep 
Score: -18353062.000000 Penalty: 5851.998047
	Iteration 20F: 3 clusters Score -1.835306e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 129722 members 
Entering Unmasked Estep 
Score: -18353208.000000 Penalty: 5851.998047
	Iteration 21Q: 3 clusters Score -1.835321e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 130020 members 
Entering Unmasked Estep 
Score: -18353272.000000 Penalty: 5851.998047
	Iteration 22Q: 3 clusters Score -1.835327e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 130255 members 
Entering Unmasked Estep 
Score: -18353316.000000 Penalty: 5851.998047
	Iteration 23Q: 3 clusters Score -1.835332e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 130464 members 
Entering Unmasked Estep 
Score: -18353400.000000 Penalty: 5851.998047
	Iteration 24Q: 3 clusters Score -1.83534e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 130655 members 
Entering Unmasked Estep 
Score: -18353526.000000 Penalty: 5851.998047
	Iteration 25Q: 3 clusters Score -1.835353e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 130802 members 
Entering Unmasked Estep 
Score: -18353562.000000 Penalty: 5851.998047
	Iteration 26Q: 3 clusters Score -1.835356e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 130906 members 
Entering Unmasked Estep 
Score: -18353650.000000 Penalty: 5851.998047
	Iteration 27Q: 3 clusters Score -1.835365e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 131006 members 
Entering Unmasked Estep 
Score: -18353732.000000 Penalty: 5851.998047
	Iteration 28Q: 3 clusters Score -1.835373e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 131076 members 
Entering Unmasked Estep 
Score: -18353792.000000 Penalty: 5851.998047
	Iteration 29Q: 3 clusters Score -1.835379e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 131137 members 
Entering Unmasked Estep 
Score: -18353894.000000 Penalty: 5851.998047
	Iteration 30Q: 3 clusters Score -1.835389e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 131178 members 
Entering Unmasked Estep 
Score: -18354018.000000 Penalty: 5851.998047
	Iteration 31Q: 3 clusters Score -1.835402e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 131201 members 
Entering Unmasked Estep 
Score: -18354096.000000 Penalty: 5851.998047
	Iteration 32Q: 3 clusters Score -1.83541e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 131201 members 
Entering Unmasked Estep 
Score: -18354144.000000 Penalty: 5851.998047
	Iteration 33Q: 3 clusters Score -1.835414e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 131191 members 
Entering Unmasked Estep 
Score: -18354192.000000 Penalty: 5851.998047
	Iteration 34Q: 3 clusters Score -1.835419e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 131165 members 
Entering Unmasked Estep 
Score: -18354288.000000 Penalty: 5851.998047
	Iteration 35Q: 3 clusters Score -1.835429e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 131135 members 
Entering Unmasked Estep 
Score: -18354312.000000 Penalty: 5851.998047
	Iteration 36Q: 3 clusters Score -1.835431e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 131109 members 
Entering Unmasked Estep 
Score: -18354332.000000 Penalty: 5851.998047
	Iteration 37Q: 3 clusters Score -1.835433e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 131088 members 
Entering Unmasked Estep 
Score: -18354358.000000 Penalty: 5851.998047
	Iteration 38Q: 3 clusters Score -1.835436e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 131067 members 
Entering Unmasked Estep 
Score: -18354392.000000 Penalty: 5851.998047
	Iteration 39Q: 3 clusters Score -1.835439e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 131034 members 
Entering Unmasked Estep 
Score: -18354392.000000 Penalty: 5851.998047
	Iteration 40F: 3 clusters Score -1.835439e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 131007 members 
Entering Unmasked Estep 
Score: -18354394.000000 Penalty: 5851.998047
	Iteration 41Q: 3 clusters Score -1.835439e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 130980 members 
Entering Unmasked Estep 
Score: -18354408.000000 Penalty: 5851.998047
	Iteration 42Q: 3 clusters Score -1.835441e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 130958 members 
Entering Unmasked Estep 
Score: -18354430.000000 Penalty: 5851.998047
	Iteration 43Q: 3 clusters Score -1.835443e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 130941 members 
Entering Unmasked Estep 
Score: -18354412.000000 Penalty: 5851.998047
	Iteration 44Q: 3 clusters Score -1.835441e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 130928 members 
Entering Unmasked Estep 
Score: -18354424.000000 Penalty: 5851.998047
	Iteration 45Q: 3 clusters Score -1.835442e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 130905 members 
Entering Unmasked Estep 
Score: -18354440.000000 Penalty: 5851.998047
	Iteration 46Q: 3 clusters Score -1.835444e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 130884 members 
Entering Unmasked Estep 
Score: -18354444.000000 Penalty: 5851.998047
	Iteration 47Q: 3 clusters Score -1.835444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 130869 members 
Entering Unmasked Estep 
Score: -18354468.000000 Penalty: 5851.998047
	Iteration 48Q: 3 clusters Score -1.835447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 130859 members 
Entering Unmasked Estep 
Score: -18354468.000000 Penalty: 5851.998047
	Iteration 49Q: 3 clusters Score -1.835447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 130843 members 
Entering Unmasked Estep 
Score: -18354462.000000 Penalty: 5851.998047
	Iteration 50Q: 3 clusters Score -1.835446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 130827 members 
Entering Unmasked Estep 
Score: -18354462.000000 Penalty: 5851.998047
	Iteration 51Q: 3 clusters Score -1.835446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 130819 members 
Entering Unmasked Estep 
Score: -18354452.000000 Penalty: 5851.998047
	Iteration 52Q: 3 clusters Score -1.835445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 130807 members 
Entering Unmasked Estep 
Score: -18354474.000000 Penalty: 5851.998047
	Iteration 53Q: 3 clusters Score -1.835447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 130806 members 
Entering Unmasked Estep 
Score: -18354476.000000 Penalty: 5851.998047
	Iteration 54Q: 3 clusters Score -1.835448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 130794 members 
Entering Unmasked Estep 
Score: -18354482.000000 Penalty: 5851.998047
	Iteration 55Q: 3 clusters Score -1.835448e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 130785 members 
Entering Unmasked Estep 
Score: -18354490.000000 Penalty: 5851.998047
	Iteration 56Q: 3 clusters Score -1.835449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 130780 members 
Entering Unmasked Estep 
Score: -18354504.000000 Penalty: 5851.998047
	Iteration 57Q: 3 clusters Score -1.83545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 130776 members 
Entering Unmasked Estep 
Score: -18354512.000000 Penalty: 5851.998047
	Iteration 58Q: 3 clusters Score -1.835451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 130771 members 
Entering Unmasked Estep 
Score: -18354518.000000 Penalty: 5851.998047
	Iteration 59Q: 3 clusters Score -1.835452e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 130765 members 
Entering Unmasked Estep 
Score: -18354536.000000 Penalty: 5851.998047
	Iteration 60F: 3 clusters Score -1.835454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 130758 members 
Entering Unmasked Estep 
Score: -18354536.000000 Penalty: 5851.998047
	Iteration 61Q: 3 clusters Score -1.835454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 130754 members 
Entering Unmasked Estep 
Score: -18354534.000000 Penalty: 5851.998047
	Iteration 62Q: 3 clusters Score -1.835453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 130751 members 
Entering Unmasked Estep 
Score: -18354552.000000 Penalty: 5851.998047
	Iteration 63Q: 3 clusters Score -1.835455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 130748 members 
Entering Unmasked Estep 
Score: -18354548.000000 Penalty: 5851.998047
	Iteration 64Q: 3 clusters Score -1.835455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 130747 members 
Entering Unmasked Estep 
Score: -18354548.000000 Penalty: 5851.998047
	Iteration 65Q: 3 clusters Score -1.835455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 130746 members 
Entering Unmasked Estep 
Score: -18354552.000000 Penalty: 5851.998047
	Iteration 66Q: 3 clusters Score -1.835455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 130742 members 
Entering Unmasked Estep 
Score: -18354544.000000 Penalty: 5851.998047
	Iteration 67Q: 3 clusters Score -1.835454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 130740 members 
Entering Unmasked Estep 
Score: -18354534.000000 Penalty: 5851.998047
	Iteration 68Q: 3 clusters Score -1.835453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 130739 members 
Entering Unmasked Estep 
Score: -18354532.000000 Penalty: 5851.998047
	Iteration 69Q: 3 clusters Score -1.835453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 130739 members 
Entering Unmasked Estep 
Score: -18354534.000000 Penalty: 5851.998047
	Iteration 70Q: 3 clusters Score -1.835453e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 130737 members 
Entering Unmasked Estep 
Score: -18354528.000000 Penalty: 5851.998047
	Iteration 71Q: 3 clusters Score -1.835453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 130736 members 
Entering Unmasked Estep 
Score: -18354530.000000 Penalty: 5851.998047
	Iteration 72Q: 3 clusters Score -1.835453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 130735 members 
Entering Unmasked Estep 
Score: -18354538.000000 Penalty: 5851.998047
	Iteration 73Q: 3 clusters Score -1.835454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -18354530.000000 Penalty: 5851.998047
	Iteration 74Q: 3 clusters Score -1.835453e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 130733 members 
Entering Unmasked Estep 
Score: -18354530.000000 Penalty: 5851.998047
	Iteration 75Q: 3 clusters Score -1.835453e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 130733 members 
Entering Unmasked Estep 
Score: -18354530.000000 Penalty: 5851.998047
	Iteration 76F: 3 clusters Score -1.835453e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Entering Unmasked Estep 
Score: -3613364.000000 Penalty: 2546.986816
	Iteration 0F: 2 clusters Score -3613364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -3593710.000000 Penalty: 5093.973633
	Iteration 0F: 3 clusters Score -3593710 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3601199.750000 Penalty: 5093.973633
	Iteration 1F: 3 clusters Score -3601200 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3602092.250000 Penalty: 5093.973633
	Iteration 2F: 3 clusters Score -3602092 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -3603000.250000 Penalty: 5093.973633
	Iteration 3F: 3 clusters Score -3603000 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3603989.250000 Penalty: 5093.973633
	Iteration 4F: 3 clusters Score -3603989 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -3605038.250000 Penalty: 5093.973633
	Iteration 5F: 3 clusters Score -3605038 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -3606114.250000 Penalty: 5093.973633
	Iteration 6F: 3 clusters Score -3606114 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3607141.750000 Penalty: 5093.973633
	Iteration 7F: 3 clusters Score -3607142 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3608236.500000 Penalty: 5093.973633
	Iteration 8F: 3 clusters Score -3608236 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -3609348.000000 Penalty: 5093.973633
	Iteration 9Q: 3 clusters Score -3609348 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -3610278.000000 Penalty: 5093.973633
	Iteration 10Q: 3 clusters Score -3610278 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3610889.000000 Penalty: 5093.973633
	Iteration 11Q: 3 clusters Score -3610889 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -3611233.500000 Penalty: 5093.973633
	Iteration 12Q: 3 clusters Score -3611234 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -3611464.750000 Penalty: 5093.973633
	Iteration 13Q: 3 clusters Score -3611465 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -3611576.500000 Penalty: 5093.973633
	Iteration 14Q: 3 clusters Score -3611576 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3611683.750000 Penalty: 5093.973633
	Iteration 15Q: 3 clusters Score -3611684 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3611763.250000 Penalty: 5093.973633
	Iteration 16Q: 3 clusters Score -3611763 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -3611818.750000 Penalty: 5093.973633
	Iteration 17Q: 3 clusters Score -3611819 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -3611848.500000 Penalty: 5093.973633
	Iteration 18Q: 3 clusters Score -3611848 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3611891.000000 Penalty: 5093.973633
	Iteration 19Q: 3 clusters Score -3611891 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -3611923.000000 Penalty: 5093.973633
	Iteration 20F: 3 clusters Score -3611923 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -3611939.000000 Penalty: 5093.973633
	Iteration 21Q: 3 clusters Score -3611939 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -3611949.000000 Penalty: 5093.973633
	Iteration 22Q: 3 clusters Score -3611949 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3611975.250000 Penalty: 5093.973633
	Iteration 23Q: 3 clusters Score -3611975 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -3611976.500000 Penalty: 5093.973633
	Iteration 24Q: 3 clusters Score -3611976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -3611991.500000 Penalty: 5093.973633
	Iteration 25Q: 3 clusters Score -3611992 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -3612012.000000 Penalty: 5093.973633
	Iteration 26Q: 3 clusters Score -3612012 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3612029.500000 Penalty: 5093.973633
	Iteration 27Q: 3 clusters Score -3612030 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21204 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3612029.250000 Penalty: 5093.973633
	Iteration 28Q: 3 clusters Score -3612029 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -3612060.250000 Penalty: 5093.973633
	Iteration 29Q: 3 clusters Score -3612060 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -3612068.000000 Penalty: 5093.973633
	Iteration 30Q: 3 clusters Score -3612068 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -3612084.000000 Penalty: 5093.973633
	Iteration 31Q: 3 clusters Score -3612084 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -3612107.250000 Penalty: 5093.973633
	Iteration 32Q: 3 clusters Score -3612107 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3612113.250000 Penalty: 5093.973633
	Iteration 33Q: 3 clusters Score -3612113 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3612121.250000 Penalty: 5093.973633
	Iteration 34Q: 3 clusters Score -3612121 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -3612134.250000 Penalty: 5093.973633
	Iteration 35Q: 3 clusters Score -3612134 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -3612155.000000 Penalty: 5093.973633
	Iteration 36Q: 3 clusters Score -3612155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -3612184.500000 Penalty: 5093.973633
	Iteration 37Q: 3 clusters Score -3612184 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -3612217.000000 Penalty: 5093.973633
	Iteration 38Q: 3 clusters Score -3612217 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -3612235.250000 Penalty: 5093.973633
	Iteration 39Q: 3 clusters Score -3612235 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3612260.500000 Penalty: 5093.973633
	Iteration 40F: 3 clusters Score -3612260 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3612284.500000 Penalty: 5093.973633
	Iteration 41Q: 3 clusters Score -3612284 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -3612334.750000 Penalty: 5093.973633
	Iteration 42Q: 3 clusters Score -3612335 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -3612376.250000 Penalty: 5093.973633
	Iteration 43Q: 3 clusters Score -3612376 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -3612397.000000 Penalty: 5093.973633
	Iteration 44Q: 3 clusters Score -3612397 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -3612436.000000 Penalty: 5093.973633
	Iteration 45Q: 3 clusters Score -3612436 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3612466.250000 Penalty: 5093.973633
	Iteration 46Q: 3 clusters Score -3612466 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3612490.250000 Penalty: 5093.973633
	Iteration 47Q: 3 clusters Score -3612490 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -3612512.500000 Penalty: 5093.973633
	Iteration 48Q: 3 clusters Score -3612512 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -3612540.500000 Penalty: 5093.973633
	Iteration 49Q: 3 clusters Score -3612540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -3612553.000000 Penalty: 5093.973633
	Iteration 50Q: 3 clusters Score -3612553 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -3612570.250000 Penalty: 5093.973633
	Iteration 51Q: 3 clusters Score -3612570 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -3612582.500000 Penalty: 5093.973633
	Iteration 52Q: 3 clusters Score -3612582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -3612594.750000 Penalty: 5093.973633
	Iteration 53Q: 3 clusters Score -3612595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3612616.000000 Penalty: 5093.973633
	Iteration 54Q: 3 clusters Score -3612616 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -3612621.000000 Penalty: 5093.973633
	Iteration 55Q: 3 clusters Score -3612621 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -3612636.500000 Penalty: 5093.973633
	Iteration 56Q: 3 clusters Score -3612636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3612651.500000 Penalty: 5093.973633
	Iteration 57Q: 3 clusters Score -3612652 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3612659.250000 Penalty: 5093.973633
	Iteration 58Q: 3 clusters Score -3612659 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -3612670.750000 Penalty: 5093.973633
	Iteration 59Q: 3 clusters Score -3612671 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -3612676.750000 Penalty: 5093.973633
	Iteration 60F: 3 clusters Score -3612677 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -3612689.250000 Penalty: 5093.973633
	Iteration 61Q: 3 clusters Score -3612689 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3612692.500000 Penalty: 5093.973633
	Iteration 62Q: 3 clusters Score -3612692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3612694.500000 Penalty: 5093.973633
	Iteration 63Q: 3 clusters Score -3612694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3612689.750000 Penalty: 5093.973633
	Iteration 64Q: 3 clusters Score -3612690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -3612702.000000 Penalty: 5093.973633
	Iteration 65Q: 3 clusters Score -3612702 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3612701.250000 Penalty: 5093.973633
	Iteration 66Q: 3 clusters Score -3612701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -3612711.500000 Penalty: 5093.973633
	Iteration 67Q: 3 clusters Score -3612712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -3612718.750000 Penalty: 5093.973633
	Iteration 68Q: 3 clusters Score -3612719 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -3612718.500000 Penalty: 5093.973633
	Iteration 69Q: 3 clusters Score -3612718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3612724.500000 Penalty: 5093.973633
	Iteration 70Q: 3 clusters Score -3612724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3612726.500000 Penalty: 5093.973633
	Iteration 71Q: 3 clusters Score -3612726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3612726.250000 Penalty: 5093.973633
	Iteration 72Q: 3 clusters Score -3612726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3612730.000000 Penalty: 5093.973633
	Iteration 73Q: 3 clusters Score -3612730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3612727.500000 Penalty: 5093.973633
	Iteration 74Q: 3 clusters Score -3612728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3612728.000000 Penalty: 5093.973633
	Iteration 75Q: 3 clusters Score -3612728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3612724.500000 Penalty: 5093.973633
	Iteration 76Q: 3 clusters Score -3612724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3612723.500000 Penalty: 5093.973633
	Iteration 77Q: 3 clusters Score -3612724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -3612726.750000 Penalty: 5093.973633
	Iteration 78Q: 3 clusters Score -3612727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -3612726.750000 Penalty: 5093.973633
	Iteration 79Q: 3 clusters Score -3612727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -3612726.250000 Penalty: 5093.973633
	Iteration 80F: 3 clusters Score -3612726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Entering Unmasked Estep 
Score: -6184197.500000 Penalty: 2655.100342
	Iteration 0F: 2 clusters Score -6184198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -6154137.000000 Penalty: 5310.200684
	Iteration 0F: 3 clusters Score -6154137 nChanged 20553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -6165496.000000 Penalty: 5310.200684
	Iteration 1F: 3 clusters Score -6165496 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -6166098.000000 Penalty: 5310.200684
	Iteration 2Q: 3 clusters Score -6166098 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -6166623.000000 Penalty: 5310.200684
	Iteration 3Q: 3 clusters Score -6166623 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -6167246.000000 Penalty: 5310.200684
	Iteration 4Q: 3 clusters Score -6167246 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -6167949.000000 Penalty: 5310.200684
	Iteration 5Q: 3 clusters Score -6167949 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -6168683.500000 Penalty: 5310.200684
	Iteration 6Q: 3 clusters Score -6168684 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -6169494.000000 Penalty: 5310.200684
	Iteration 7Q: 3 clusters Score -6169494 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -6170501.000000 Penalty: 5310.200684
	Iteration 8Q: 3 clusters Score -6170501 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -6171609.500000 Penalty: 5310.200684
	Iteration 9Q: 3 clusters Score -6171610 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -6172786.000000 Penalty: 5310.200684
	Iteration 10Q: 3 clusters Score -6172786 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -6173863.000000 Penalty: 5310.200684
	Iteration 11Q: 3 clusters Score -6173863 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -6174851.500000 Penalty: 5310.200684
	Iteration 12Q: 3 clusters Score -6174852 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -6175819.500000 Penalty: 5310.200684
	Iteration 13Q: 3 clusters Score -6175820 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -6176667.500000 Penalty: 5310.200684
	Iteration 14Q: 3 clusters Score -6176668 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -6177574.000000 Penalty: 5310.200684
	Iteration 15Q: 3 clusters Score -6177574 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -6178463.000000 Penalty: 5310.200684
	Iteration 16Q: 3 clusters Score -6178463 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -6179293.000000 Penalty: 5310.200684
	Iteration 17Q: 3 clusters Score -6179293 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -6179949.000000 Penalty: 5310.200684
	Iteration 18Q: 3 clusters Score -6179949 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -6180551.000000 Penalty: 5310.200684
	Iteration 19Q: 3 clusters Score -6180551 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -6180983.500000 Penalty: 5310.200684
	Iteration 20F: 3 clusters Score -6180984 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -6181286.000000 Penalty: 5310.200684
	Iteration 21Q: 3 clusters Score -6181286 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -6181541.500000 Penalty: 5310.200684
	Iteration 22Q: 3 clusters Score -6181542 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -6181761.000000 Penalty: 5310.200684
	Iteration 23Q: 3 clusters Score -6181761 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -6181922.000000 Penalty: 5310.200684
	Iteration 24Q: 3 clusters Score -6181922 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -6181997.500000 Penalty: 5310.200684
	Iteration 25Q: 3 clusters Score -6181998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -6182059.500000 Penalty: 5310.200684
	Iteration 26Q: 3 clusters Score -6182060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -6182105.000000 Penalty: 5310.200684
	Iteration 27Q: 3 clusters Score -6182105 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -6182147.500000 Penalty: 5310.200684
	Iteration 28Q: 3 clusters Score -6182148 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -6182166.000000 Penalty: 5310.200684
	Iteration 29Q: 3 clusters Score -6182166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -6182183.500000 Penalty: 5310.200684
	Iteration 30Q: 3 clusters Score -6182184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -6182203.000000 Penalty: 5310.200684
	Iteration 31Q: 3 clusters Score -6182203 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -6182204.500000 Penalty: 5310.200684
	Iteration 32Q: 3 clusters Score -6182204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -6182212.000000 Penalty: 5310.200684
	Iteration 33Q: 3 clusters Score -6182212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -6182223.000000 Penalty: 5310.200684
	Iteration 34Q: 3 clusters Score -6182223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -6182224.000000 Penalty: 5310.200684
	Iteration 35Q: 3 clusters Score -6182224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -6182227.500000 Penalty: 5310.200684
	Iteration 36Q: 3 clusters Score -6182228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -6182227.500000 Penalty: 5310.200684
	Iteration 37Q: 3 clusters Score -6182228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -6182235.500000 Penalty: 5310.200684
	Iteration 38Q: 3 clusters Score -6182236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -6182233.000000 Penalty: 5310.200684
	Iteration 39Q: 3 clusters Score -6182233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -6182231.500000 Penalty: 5310.200684
	Iteration 40F: 3 clusters Score -6182232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -6182240.000000 Penalty: 5310.200684
	Iteration 41Q: 3 clusters Score -6182240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -6182243.000000 Penalty: 5310.200684
	Iteration 42Q: 3 clusters Score -6182243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -6182237.500000 Penalty: 5310.200684
	Iteration 43Q: 3 clusters Score -6182238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -6182240.500000 Penalty: 5310.200684
	Iteration 44Q: 3 clusters Score -6182240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -6182241.500000 Penalty: 5310.200684
	Iteration 45Q: 3 clusters Score -6182242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -6182244.500000 Penalty: 5310.200684
	Iteration 46Q: 3 clusters Score -6182244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -6182249.000000 Penalty: 5310.200684
	Iteration 47Q: 3 clusters Score -6182249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -6182244.000000 Penalty: 5310.200684
	Iteration 48Q: 3 clusters Score -6182244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -6182250.000000 Penalty: 5310.200684
	Iteration 49Q: 3 clusters Score -6182250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -6182252.500000 Penalty: 5310.200684
	Iteration 50Q: 3 clusters Score -6182252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -6182252.500000 Penalty: 5310.200684
	Iteration 51F: 3 clusters Score -6182252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Entering Unmasked Estep 
Score: -1117995.500000 Penalty: 2232.761230
	Iteration 0F: 2 clusters Score -1117996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1111536.375000 Penalty: 4465.522461
	Iteration 0F: 3 clusters Score -1111536 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -1113624.000000 Penalty: 4465.522461
	Iteration 1F: 3 clusters Score -1113624 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1114276.875000 Penalty: 4465.522461
	Iteration 2F: 3 clusters Score -1114277 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1114898.375000 Penalty: 4465.522461
	Iteration 3F: 3 clusters Score -1114898 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1115429.250000 Penalty: 4465.522461
	Iteration 4F: 3 clusters Score -1115429 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1115791.250000 Penalty: 4465.522461
	Iteration 5F: 3 clusters Score -1115791 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1115986.625000 Penalty: 4465.522461
	Iteration 6Q: 3 clusters Score -1115987 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1116078.625000 Penalty: 4465.522461
	Iteration 7Q: 3 clusters Score -1116079 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1116129.625000 Penalty: 4465.522461
	Iteration 8Q: 3 clusters Score -1116130 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1116160.500000 Penalty: 4465.522461
	Iteration 9Q: 3 clusters Score -1116160 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1116175.875000 Penalty: 4465.522461
	Iteration 10Q: 3 clusters Score -1116176 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1116187.625000 Penalty: 4465.522461
	Iteration 11Q: 3 clusters Score -1116188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1116192.625000 Penalty: 4465.522461
	Iteration 12Q: 3 clusters Score -1116193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1116198.875000 Penalty: 4465.522461
	Iteration 13Q: 3 clusters Score -1116199 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1116199.375000 Penalty: 4465.522461
	Iteration 14Q: 3 clusters Score -1116199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1116204.750000 Penalty: 4465.522461
	Iteration 15Q: 3 clusters Score -1116205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1116208.250000 Penalty: 4465.522461
	Iteration 16Q: 3 clusters Score -1116208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1116211.375000 Penalty: 4465.522461
	Iteration 17Q: 3 clusters Score -1116211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1116211.500000 Penalty: 4465.522461
	Iteration 18Q: 3 clusters Score -1116212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1116214.125000 Penalty: 4465.522461
	Iteration 19Q: 3 clusters Score -1116214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1116216.250000 Penalty: 4465.522461
	Iteration 20F: 3 clusters Score -1116216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1116219.250000 Penalty: 4465.522461
	Iteration 21Q: 3 clusters Score -1116219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1116219.250000 Penalty: 4465.522461
	Iteration 22Q: 3 clusters Score -1116219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1116219.375000 Penalty: 4465.522461
	Iteration 23Q: 3 clusters Score -1116219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1116220.250000 Penalty: 4465.522461
	Iteration 24Q: 3 clusters Score -1116220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1116223.750000 Penalty: 4465.522461
	Iteration 25Q: 3 clusters Score -1116224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1116223.500000 Penalty: 4465.522461
	Iteration 26Q: 3 clusters Score -1116224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1116223.500000 Penalty: 4465.522461
	Iteration 27F: 3 clusters Score -1116224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -53695.324219 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -53695.32 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 225 members 
Entering Unmasked Estep 
Score: -52343.750000 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -52343.75 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -52562.828125 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -52562.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -52654.167969 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -52654.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52755.703125 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -52755.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -52805.371094 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -52805.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52883.601562 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -52883.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52984.636719 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -52984.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -53049.757812 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -53049.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -53153.980469 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -53153.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53299.449219 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -53299.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -53344.402344 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -53344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -53349.097656 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -53349.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -53349.269531 Penalty: 3012.230225
	Iteration 12F: 3 clusters Score -53349.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -53350.863281 Penalty: 3012.230225
	Iteration 13Q: 3 clusters Score -53350.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -53350.863281 Penalty: 3012.230225
	Iteration 14F: 3 clusters Score -53350.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Entering Unmasked Estep 
Score: -169730.640625 Penalty: 1767.867065
	Iteration 0F: 2 clusters Score -169730.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -167601.718750 Penalty: 3535.734131
	Iteration 0F: 3 clusters Score -167601.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -167920.937500 Penalty: 3535.734131
	Iteration 1F: 3 clusters Score -167920.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -168018.609375 Penalty: 3535.734131
	Iteration 2F: 3 clusters Score -168018.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -168085.843750 Penalty: 3535.734131
	Iteration 3Q: 3 clusters Score -168085.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -168141.250000 Penalty: 3535.734131
	Iteration 4Q: 3 clusters Score -168141.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -168179.453125 Penalty: 3535.734131
	Iteration 5Q: 3 clusters Score -168179.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -168217.031250 Penalty: 3535.734131
	Iteration 6Q: 3 clusters Score -168217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -168268.687500 Penalty: 3535.734131
	Iteration 7Q: 3 clusters Score -168268.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -168304.906250 Penalty: 3535.734131
	Iteration 8Q: 3 clusters Score -168304.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -168329.218750 Penalty: 3535.734131
	Iteration 9Q: 3 clusters Score -168329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -168338.859375 Penalty: 3535.734131
	Iteration 10Q: 3 clusters Score -168338.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -168348.828125 Penalty: 3535.734131
	Iteration 11Q: 3 clusters Score -168348.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -168355.546875 Penalty: 3535.734131
	Iteration 12Q: 3 clusters Score -168355.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -168360.453125 Penalty: 3535.734131
	Iteration 13Q: 3 clusters Score -168360.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -168363.609375 Penalty: 3535.734131
	Iteration 14Q: 3 clusters Score -168363.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -168367.796875 Penalty: 3535.734131
	Iteration 15Q: 3 clusters Score -168367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -168375.078125 Penalty: 3535.734131
	Iteration 16Q: 3 clusters Score -168375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -168380.687500 Penalty: 3535.734131
	Iteration 17Q: 3 clusters Score -168380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -168383.031250 Penalty: 3535.734131
	Iteration 18Q: 3 clusters Score -168383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -168386.062500 Penalty: 3535.734131
	Iteration 19Q: 3 clusters Score -168386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -168386.828125 Penalty: 3535.734131
	Iteration 20F: 3 clusters Score -168386.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -168387.046875 Penalty: 3535.734131
	Iteration 21Q: 3 clusters Score -168387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -168388.296875 Penalty: 3535.734131
	Iteration 22Q: 3 clusters Score -168388.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -168389.765625 Penalty: 3535.734131
	Iteration 23Q: 3 clusters Score -168389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -168391.343750 Penalty: 3535.734131
	Iteration 24Q: 3 clusters Score -168391.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -168393.562500 Penalty: 3535.734131
	Iteration 25Q: 3 clusters Score -168393.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -168394.562500 Penalty: 3535.734131
	Iteration 26Q: 3 clusters Score -168394.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -168394.562500 Penalty: 3535.734131
	Iteration 27F: 3 clusters Score -168394.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -2915672.250000 Penalty: 2468.247559
	Iteration 0F: 2 clusters Score -2915672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2900900.500000 Penalty: 4936.495117
	Iteration 0F: 3 clusters Score -2900900 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2905953.500000 Penalty: 4936.495117
	Iteration 1F: 3 clusters Score -2905954 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -2906469.000000 Penalty: 4936.495117
	Iteration 2F: 3 clusters Score -2906469 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2906982.750000 Penalty: 4936.495117
	Iteration 3F: 3 clusters Score -2906983 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2907582.750000 Penalty: 4936.495117
	Iteration 4F: 3 clusters Score -2907583 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -2908260.250000 Penalty: 4936.495117
	Iteration 5F: 3 clusters Score -2908260 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2909052.500000 Penalty: 4936.495117
	Iteration 6F: 3 clusters Score -2909052 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2909857.000000 Penalty: 4936.495117
	Iteration 7F: 3 clusters Score -2909857 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -2910691.500000 Penalty: 4936.495117
	Iteration 8F: 3 clusters Score -2910692 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -2911496.750000 Penalty: 4936.495117
	Iteration 9Q: 3 clusters Score -2911497 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2912075.000000 Penalty: 4936.495117
	Iteration 10Q: 3 clusters Score -2912075 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2912390.750000 Penalty: 4936.495117
	Iteration 11Q: 3 clusters Score -2912391 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2912547.750000 Penalty: 4936.495117
	Iteration 12Q: 3 clusters Score -2912548 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2912639.000000 Penalty: 4936.495117
	Iteration 13Q: 3 clusters Score -2912639 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -2912714.000000 Penalty: 4936.495117
	Iteration 14Q: 3 clusters Score -2912714 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2912790.000000 Penalty: 4936.495117
	Iteration 15Q: 3 clusters Score -2912790 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -2912850.500000 Penalty: 4936.495117
	Iteration 16Q: 3 clusters Score -2912850 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2912895.500000 Penalty: 4936.495117
	Iteration 17Q: 3 clusters Score -2912896 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2912962.250000 Penalty: 4936.495117
	Iteration 18Q: 3 clusters Score -2912962 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2913005.750000 Penalty: 4936.495117
	Iteration 19Q: 3 clusters Score -2913006 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2913033.500000 Penalty: 4936.495117
	Iteration 20F: 3 clusters Score -2913034 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2913070.250000 Penalty: 4936.495117
	Iteration 21Q: 3 clusters Score -2913070 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -2913104.250000 Penalty: 4936.495117
	Iteration 22Q: 3 clusters Score -2913104 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -2913127.000000 Penalty: 4936.495117
	Iteration 23Q: 3 clusters Score -2913127 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -2913156.250000 Penalty: 4936.495117
	Iteration 24Q: 3 clusters Score -2913156 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2913187.500000 Penalty: 4936.495117
	Iteration 25Q: 3 clusters Score -2913188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2913211.000000 Penalty: 4936.495117
	Iteration 26Q: 3 clusters Score -2913211 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2913238.250000 Penalty: 4936.495117
	Iteration 27Q: 3 clusters Score -2913238 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2913239.500000 Penalty: 4936.495117
	Iteration 28Q: 3 clusters Score -2913240 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2913261.750000 Penalty: 4936.495117
	Iteration 29Q: 3 clusters Score -2913262 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2913281.500000 Penalty: 4936.495117
	Iteration 30Q: 3 clusters Score -2913282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2913301.500000 Penalty: 4936.495117
	Iteration 31Q: 3 clusters Score -2913302 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2913324.750000 Penalty: 4936.495117
	Iteration 32Q: 3 clusters Score -2913325 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2913336.000000 Penalty: 4936.495117
	Iteration 33Q: 3 clusters Score -2913336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2913340.500000 Penalty: 4936.495117
	Iteration 34Q: 3 clusters Score -2913340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2913349.750000 Penalty: 4936.495117
	Iteration 35Q: 3 clusters Score -2913350 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -2913359.000000 Penalty: 4936.495117
	Iteration 36Q: 3 clusters Score -2913359 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2913386.000000 Penalty: 4936.495117
	Iteration 37Q: 3 clusters Score -2913386 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2913388.750000 Penalty: 4936.495117
	Iteration 38Q: 3 clusters Score -2913389 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -2913401.250000 Penalty: 4936.495117
	Iteration 39Q: 3 clusters Score -2913401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -2913408.500000 Penalty: 4936.495117
	Iteration 40F: 3 clusters Score -2913408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2913421.250000 Penalty: 4936.495117
	Iteration 41Q: 3 clusters Score -2913421 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -2913435.000000 Penalty: 4936.495117
	Iteration 42Q: 3 clusters Score -2913435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -2913448.000000 Penalty: 4936.495117
	Iteration 43Q: 3 clusters Score -2913448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2913460.250000 Penalty: 4936.495117
	Iteration 44Q: 3 clusters Score -2913460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2913483.500000 Penalty: 4936.495117
	Iteration 45Q: 3 clusters Score -2913484 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2913501.250000 Penalty: 4936.495117
	Iteration 46Q: 3 clusters Score -2913501 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2913515.500000 Penalty: 4936.495117
	Iteration 47Q: 3 clusters Score -2913516 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2913520.500000 Penalty: 4936.495117
	Iteration 48Q: 3 clusters Score -2913520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2913534.500000 Penalty: 4936.495117
	Iteration 49Q: 3 clusters Score -2913534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2913543.250000 Penalty: 4936.495117
	Iteration 50Q: 3 clusters Score -2913543 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2913553.500000 Penalty: 4936.495117
	Iteration 51Q: 3 clusters Score -2913554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2913566.750000 Penalty: 4936.495117
	Iteration 52Q: 3 clusters Score -2913567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2913583.500000 Penalty: 4936.495117
	Iteration 53Q: 3 clusters Score -2913584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2913588.250000 Penalty: 4936.495117
	Iteration 54Q: 3 clusters Score -2913588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2913595.500000 Penalty: 4936.495117
	Iteration 55Q: 3 clusters Score -2913596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2913598.750000 Penalty: 4936.495117
	Iteration 56Q: 3 clusters Score -2913599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2913614.500000 Penalty: 4936.495117
	Iteration 57Q: 3 clusters Score -2913614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2913621.500000 Penalty: 4936.495117
	Iteration 58Q: 3 clusters Score -2913622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2913626.500000 Penalty: 4936.495117
	Iteration 59Q: 3 clusters Score -2913626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2913635.500000 Penalty: 4936.495117
	Iteration 60F: 3 clusters Score -2913636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2913634.000000 Penalty: 4936.495117
	Iteration 61Q: 3 clusters Score -2913634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2913639.000000 Penalty: 4936.495117
	Iteration 62Q: 3 clusters Score -2913639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2913636.000000 Penalty: 4936.495117
	Iteration 63Q: 3 clusters Score -2913636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2913639.000000 Penalty: 4936.495117
	Iteration 64Q: 3 clusters Score -2913639 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -2913639.750000 Penalty: 4936.495117
	Iteration 65Q: 3 clusters Score -2913640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2913642.500000 Penalty: 4936.495117
	Iteration 66Q: 3 clusters Score -2913642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2913641.750000 Penalty: 4936.495117
	Iteration 67Q: 3 clusters Score -2913642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2913643.750000 Penalty: 4936.495117
	Iteration 68Q: 3 clusters Score -2913644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2913643.750000 Penalty: 4936.495117
	Iteration 69F: 3 clusters Score -2913644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Entering Unmasked Estep 
Score: -2290944.750000 Penalty: 2416.633789
	Iteration 0F: 2 clusters Score -2290945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2278755.500000 Penalty: 4833.267578
	Iteration 0F: 3 clusters Score -2278756 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2282826.500000 Penalty: 4833.267578
	Iteration 1F: 3 clusters Score -2282826 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2283456.250000 Penalty: 4833.267578
	Iteration 2F: 3 clusters Score -2283456 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2284128.000000 Penalty: 4833.267578
	Iteration 3F: 3 clusters Score -2284128 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2284882.250000 Penalty: 4833.267578
	Iteration 4F: 3 clusters Score -2284882 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -2285728.000000 Penalty: 4833.267578
	Iteration 5F: 3 clusters Score -2285728 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2286621.250000 Penalty: 4833.267578
	Iteration 6F: 3 clusters Score -2286621 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2287418.500000 Penalty: 4833.267578
	Iteration 7F: 3 clusters Score -2287418 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2288028.750000 Penalty: 4833.267578
	Iteration 8F: 3 clusters Score -2288029 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2288436.000000 Penalty: 4833.267578
	Iteration 9Q: 3 clusters Score -2288436 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2288728.000000 Penalty: 4833.267578
	Iteration 10Q: 3 clusters Score -2288728 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2288941.250000 Penalty: 4833.267578
	Iteration 11Q: 3 clusters Score -2288941 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2289119.500000 Penalty: 4833.267578
	Iteration 12Q: 3 clusters Score -2289120 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -2289247.500000 Penalty: 4833.267578
	Iteration 13Q: 3 clusters Score -2289248 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2289355.250000 Penalty: 4833.267578
	Iteration 14Q: 3 clusters Score -2289355 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2289428.000000 Penalty: 4833.267578
	Iteration 15Q: 3 clusters Score -2289428 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2289516.000000 Penalty: 4833.267578
	Iteration 16Q: 3 clusters Score -2289516 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2289593.000000 Penalty: 4833.267578
	Iteration 17Q: 3 clusters Score -2289593 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2289632.500000 Penalty: 4833.267578
	Iteration 18Q: 3 clusters Score -2289632 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2289672.000000 Penalty: 4833.267578
	Iteration 19Q: 3 clusters Score -2289672 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -2289705.000000 Penalty: 4833.267578
	Iteration 20F: 3 clusters Score -2289705 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2289728.250000 Penalty: 4833.267578
	Iteration 21Q: 3 clusters Score -2289728 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -2289743.500000 Penalty: 4833.267578
	Iteration 22Q: 3 clusters Score -2289744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -2289754.750000 Penalty: 4833.267578
	Iteration 23Q: 3 clusters Score -2289755 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2289761.750000 Penalty: 4833.267578
	Iteration 24Q: 3 clusters Score -2289762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2289770.500000 Penalty: 4833.267578
	Iteration 25Q: 3 clusters Score -2289770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2289784.500000 Penalty: 4833.267578
	Iteration 26Q: 3 clusters Score -2289784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -2289795.000000 Penalty: 4833.267578
	Iteration 27Q: 3 clusters Score -2289795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2289808.750000 Penalty: 4833.267578
	Iteration 28Q: 3 clusters Score -2289809 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -2289805.750000 Penalty: 4833.267578
	Iteration 29Q: 3 clusters Score -2289806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2289815.250000 Penalty: 4833.267578
	Iteration 30Q: 3 clusters Score -2289815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2289808.250000 Penalty: 4833.267578
	Iteration 31Q: 3 clusters Score -2289808 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2289816.500000 Penalty: 4833.267578
	Iteration 32Q: 3 clusters Score -2289816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2289821.000000 Penalty: 4833.267578
	Iteration 33Q: 3 clusters Score -2289821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2289827.500000 Penalty: 4833.267578
	Iteration 34Q: 3 clusters Score -2289828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2289829.500000 Penalty: 4833.267578
	Iteration 35Q: 3 clusters Score -2289830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2289836.750000 Penalty: 4833.267578
	Iteration 36Q: 3 clusters Score -2289837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -2289834.750000 Penalty: 4833.267578
	Iteration 37Q: 3 clusters Score -2289835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2289838.000000 Penalty: 4833.267578
	Iteration 38Q: 3 clusters Score -2289838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2289835.500000 Penalty: 4833.267578
	Iteration 39Q: 3 clusters Score -2289836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2289838.000000 Penalty: 4833.267578
	Iteration 40F: 3 clusters Score -2289838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2289834.750000 Penalty: 4833.267578
	Iteration 41Q: 3 clusters Score -2289835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2289837.500000 Penalty: 4833.267578
	Iteration 42Q: 3 clusters Score -2289838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2289841.000000 Penalty: 4833.267578
	Iteration 43Q: 3 clusters Score -2289841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2289838.500000 Penalty: 4833.267578
	Iteration 44Q: 3 clusters Score -2289838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -2289843.750000 Penalty: 4833.267578
	Iteration 45Q: 3 clusters Score -2289844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2289842.000000 Penalty: 4833.267578
	Iteration 46Q: 3 clusters Score -2289842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2289842.750000 Penalty: 4833.267578
	Iteration 47Q: 3 clusters Score -2289843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2289844.000000 Penalty: 4833.267578
	Iteration 48Q: 3 clusters Score -2289844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2289845.750000 Penalty: 4833.267578
	Iteration 49Q: 3 clusters Score -2289846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2289844.000000 Penalty: 4833.267578
	Iteration 50Q: 3 clusters Score -2289844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2289844.250000 Penalty: 4833.267578
	Iteration 51Q: 3 clusters Score -2289844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -2289844.750000 Penalty: 4833.267578
	Iteration 52Q: 3 clusters Score -2289845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2289845.750000 Penalty: 4833.267578
	Iteration 53Q: 3 clusters Score -2289846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -2289846.750000 Penalty: 4833.267578
	Iteration 54Q: 3 clusters Score -2289847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2289845.500000 Penalty: 4833.267578
	Iteration 55Q: 3 clusters Score -2289846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2289847.750000 Penalty: 4833.267578
	Iteration 56Q: 3 clusters Score -2289848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2289850.000000 Penalty: 4833.267578
	Iteration 57Q: 3 clusters Score -2289850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2289850.500000 Penalty: 4833.267578
	Iteration 58Q: 3 clusters Score -2289850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2289852.500000 Penalty: 4833.267578
	Iteration 59Q: 3 clusters Score -2289852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2289857.000000 Penalty: 4833.267578
	Iteration 60F: 3 clusters Score -2289857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2289856.750000 Penalty: 4833.267578
	Iteration 61Q: 3 clusters Score -2289857 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2289858.000000 Penalty: 4833.267578
	Iteration 62Q: 3 clusters Score -2289858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2289859.500000 Penalty: 4833.267578
	Iteration 63Q: 3 clusters Score -2289860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2289861.250000 Penalty: 4833.267578
	Iteration 64Q: 3 clusters Score -2289861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2289865.750000 Penalty: 4833.267578
	Iteration 65Q: 3 clusters Score -2289866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2289865.500000 Penalty: 4833.267578
	Iteration 66Q: 3 clusters Score -2289866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -2289865.250000 Penalty: 4833.267578
	Iteration 67Q: 3 clusters Score -2289865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2289870.000000 Penalty: 4833.267578
	Iteration 68Q: 3 clusters Score -2289870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2289879.250000 Penalty: 4833.267578
	Iteration 69Q: 3 clusters Score -2289879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2289880.500000 Penalty: 4833.267578
	Iteration 70Q: 3 clusters Score -2289880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2289880.750000 Penalty: 4833.267578
	Iteration 71Q: 3 clusters Score -2289881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2289881.000000 Penalty: 4833.267578
	Iteration 72Q: 3 clusters Score -2289881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2289883.500000 Penalty: 4833.267578
	Iteration 73Q: 3 clusters Score -2289884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -2289884.750000 Penalty: 4833.267578
	Iteration 74Q: 3 clusters Score -2289885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2289882.750000 Penalty: 4833.267578
	Iteration 75Q: 3 clusters Score -2289883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2289887.000000 Penalty: 4833.267578
	Iteration 76Q: 3 clusters Score -2289887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2289886.000000 Penalty: 4833.267578
	Iteration 77Q: 3 clusters Score -2289886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2289887.750000 Penalty: 4833.267578
	Iteration 78Q: 3 clusters Score -2289888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -2289888.250000 Penalty: 4833.267578
	Iteration 79Q: 3 clusters Score -2289888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2289889.500000 Penalty: 4833.267578
	Iteration 80F: 3 clusters Score -2289890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2289890.000000 Penalty: 4833.267578
	Iteration 81Q: 3 clusters Score -2289890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -2289889.000000 Penalty: 4833.267578
	Iteration 82Q: 3 clusters Score -2289889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2289888.750000 Penalty: 4833.267578
	Iteration 83Q: 3 clusters Score -2289889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2289891.250000 Penalty: 4833.267578
	Iteration 84Q: 3 clusters Score -2289891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2289890.250000 Penalty: 4833.267578
	Iteration 85Q: 3 clusters Score -2289890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2289888.500000 Penalty: 4833.267578
	Iteration 86Q: 3 clusters Score -2289888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2289888.500000 Penalty: 4833.267578
	Iteration 87F: 3 clusters Score -2289888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Entering Unmasked Estep 
Score: -606089.750000 Penalty: 2072.367432
	Iteration 0F: 2 clusters Score -606089.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -602026.062500 Penalty: 4144.734863
	Iteration 0F: 3 clusters Score -602026.1 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -602985.312500 Penalty: 4144.734863
	Iteration 1F: 3 clusters Score -602985.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -603258.375000 Penalty: 4144.734863
	Iteration 2F: 3 clusters Score -603258.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -603414.875000 Penalty: 4144.734863
	Iteration 3F: 3 clusters Score -603414.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -603523.187500 Penalty: 4144.734863
	Iteration 4Q: 3 clusters Score -603523.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -603616.000000 Penalty: 4144.734863
	Iteration 5Q: 3 clusters Score -603616 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -603696.812500 Penalty: 4144.734863
	Iteration 6Q: 3 clusters Score -603696.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -603761.375000 Penalty: 4144.734863
	Iteration 7Q: 3 clusters Score -603761.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -603814.937500 Penalty: 4144.734863
	Iteration 8Q: 3 clusters Score -603814.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -603868.312500 Penalty: 4144.734863
	Iteration 9Q: 3 clusters Score -603868.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -603926.062500 Penalty: 4144.734863
	Iteration 10Q: 3 clusters Score -603926.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -603975.062500 Penalty: 4144.734863
	Iteration 11Q: 3 clusters Score -603975.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -604031.937500 Penalty: 4144.734863
	Iteration 12Q: 3 clusters Score -604031.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -604089.187500 Penalty: 4144.734863
	Iteration 13Q: 3 clusters Score -604089.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -604135.937500 Penalty: 4144.734863
	Iteration 14Q: 3 clusters Score -604135.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -604185.250000 Penalty: 4144.734863
	Iteration 15Q: 3 clusters Score -604185.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -604224.437500 Penalty: 4144.734863
	Iteration 16Q: 3 clusters Score -604224.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -604268.500000 Penalty: 4144.734863
	Iteration 17Q: 3 clusters Score -604268.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -604300.937500 Penalty: 4144.734863
	Iteration 18Q: 3 clusters Score -604300.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -604330.750000 Penalty: 4144.734863
	Iteration 19Q: 3 clusters Score -604330.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -604358.812500 Penalty: 4144.734863
	Iteration 20F: 3 clusters Score -604358.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -604373.562500 Penalty: 4144.734863
	Iteration 21Q: 3 clusters Score -604373.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -604391.562500 Penalty: 4144.734863
	Iteration 22Q: 3 clusters Score -604391.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -604409.812500 Penalty: 4144.734863
	Iteration 23Q: 3 clusters Score -604409.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -604426.562500 Penalty: 4144.734863
	Iteration 24Q: 3 clusters Score -604426.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -604445.750000 Penalty: 4144.734863
	Iteration 25Q: 3 clusters Score -604445.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -604466.875000 Penalty: 4144.734863
	Iteration 26Q: 3 clusters Score -604466.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -604482.687500 Penalty: 4144.734863
	Iteration 27Q: 3 clusters Score -604482.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -604502.687500 Penalty: 4144.734863
	Iteration 28Q: 3 clusters Score -604502.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -604525.000000 Penalty: 4144.734863
	Iteration 29Q: 3 clusters Score -604525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -604551.125000 Penalty: 4144.734863
	Iteration 30Q: 3 clusters Score -604551.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -604569.937500 Penalty: 4144.734863
	Iteration 31Q: 3 clusters Score -604569.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -604585.125000 Penalty: 4144.734863
	Iteration 32Q: 3 clusters Score -604585.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -604596.125000 Penalty: 4144.734863
	Iteration 33Q: 3 clusters Score -604596.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -604602.937500 Penalty: 4144.734863
	Iteration 34Q: 3 clusters Score -604602.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -604612.687500 Penalty: 4144.734863
	Iteration 35Q: 3 clusters Score -604612.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -604626.437500 Penalty: 4144.734863
	Iteration 36Q: 3 clusters Score -604626.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -604640.562500 Penalty: 4144.734863
	Iteration 37Q: 3 clusters Score -604640.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -604658.562500 Penalty: 4144.734863
	Iteration 38Q: 3 clusters Score -604658.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -604674.187500 Penalty: 4144.734863
	Iteration 39Q: 3 clusters Score -604674.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -604690.125000 Penalty: 4144.734863
	Iteration 40F: 3 clusters Score -604690.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -604702.125000 Penalty: 4144.734863
	Iteration 41Q: 3 clusters Score -604702.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -604715.875000 Penalty: 4144.734863
	Iteration 42Q: 3 clusters Score -604715.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -604735.500000 Penalty: 4144.734863
	Iteration 43Q: 3 clusters Score -604735.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -604746.062500 Penalty: 4144.734863
	Iteration 44Q: 3 clusters Score -604746.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -604753.750000 Penalty: 4144.734863
	Iteration 45Q: 3 clusters Score -604753.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -604755.312500 Penalty: 4144.734863
	Iteration 46Q: 3 clusters Score -604755.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -604760.375000 Penalty: 4144.734863
	Iteration 47Q: 3 clusters Score -604760.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -604763.562500 Penalty: 4144.734863
	Iteration 48Q: 3 clusters Score -604763.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -604764.500000 Penalty: 4144.734863
	Iteration 49Q: 3 clusters Score -604764.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -604764.500000 Penalty: 4144.734863
	Iteration 50F: 3 clusters Score -604764.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27727.847656 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27727.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26579.361328 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26579.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26660.699219 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26660.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26704.250000 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26704.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -26735.525391 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26735.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26820.687500 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -26820.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26825.212891 Penalty: 2688.585449
	Iteration 5Q: 3 clusters Score -26825.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26825.212891 Penalty: 2688.585449
	Iteration 6F: 3 clusters Score -26825.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -71037.773438 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -71037.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -69489.843750 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -69489.84 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -69719.906250 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -69719.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -69832.289062 Penalty: 3123.366211
	Iteration 2Q: 3 clusters Score -69832.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -69924.718750 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -69924.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -70050.976562 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -70050.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -70141.968750 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -70141.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -70224.578125 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -70224.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -70325.156250 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -70325.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70423.437500 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -70423.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -70644.265625 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -70644.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -70700.929688 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -70700.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -70772.937500 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -70772.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -70844.546875 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -70844.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -70895.148438 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -70895.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -70907.125000 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -70907.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -70910.734375 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -70910.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -70913.289062 Penalty: 3123.366211
	Iteration 16F: 3 clusters Score -70913.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -70922.000000 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -70922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -70925.648438 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -70925.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -70931.132812 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -70931.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -70934.968750 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -70934.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -70944.406250 Penalty: 3123.366211
	Iteration 21Q: 3 clusters Score -70944.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -70947.703125 Penalty: 3123.366211
	Iteration 22Q: 3 clusters Score -70947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -70949.609375 Penalty: 3123.366211
	Iteration 23Q: 3 clusters Score -70949.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -70954.296875 Penalty: 3123.366211
	Iteration 24Q: 3 clusters Score -70954.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -70958.140625 Penalty: 3123.366211
	Iteration 25Q: 3 clusters Score -70958.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -70960.093750 Penalty: 3123.366211
	Iteration 26Q: 3 clusters Score -70960.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -70962.820312 Penalty: 3123.366211
	Iteration 27Q: 3 clusters Score -70962.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -70964.625000 Penalty: 3123.366211
	Iteration 28Q: 3 clusters Score -70964.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -70964.625000 Penalty: 3123.366211
	Iteration 29F: 3 clusters Score -70964.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Entering Unmasked Estep 
Score: -2731827.500000 Penalty: 2449.124023
	Iteration 0F: 2 clusters Score -2731828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2718133.500000 Penalty: 4898.248047
	Iteration 0F: 3 clusters Score -2718134 nChanged 8611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2722587.250000 Penalty: 4898.248047
	Iteration 1F: 3 clusters Score -2722587 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2722919.250000 Penalty: 4898.248047
	Iteration 2Q: 3 clusters Score -2722919 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -2723202.750000 Penalty: 4898.248047
	Iteration 3Q: 3 clusters Score -2723203 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2723427.250000 Penalty: 4898.248047
	Iteration 4Q: 3 clusters Score -2723427 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -2723590.000000 Penalty: 4898.248047
	Iteration 5Q: 3 clusters Score -2723590 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2723741.750000 Penalty: 4898.248047
	Iteration 6Q: 3 clusters Score -2723742 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2723882.750000 Penalty: 4898.248047
	Iteration 7Q: 3 clusters Score -2723883 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2724010.000000 Penalty: 4898.248047
	Iteration 8Q: 3 clusters Score -2724010 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2724167.250000 Penalty: 4898.248047
	Iteration 9Q: 3 clusters Score -2724167 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2724344.250000 Penalty: 4898.248047
	Iteration 10Q: 3 clusters Score -2724344 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2724558.000000 Penalty: 4898.248047
	Iteration 11Q: 3 clusters Score -2724558 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2724815.250000 Penalty: 4898.248047
	Iteration 12Q: 3 clusters Score -2724815 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -2725166.000000 Penalty: 4898.248047
	Iteration 13Q: 3 clusters Score -2725166 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2725652.250000 Penalty: 4898.248047
	Iteration 14Q: 3 clusters Score -2725652 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2726294.000000 Penalty: 4898.248047
	Iteration 15Q: 3 clusters Score -2726294 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -2727000.250000 Penalty: 4898.248047
	Iteration 16Q: 3 clusters Score -2727000 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2727706.000000 Penalty: 4898.248047
	Iteration 17Q: 3 clusters Score -2727706 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2728221.250000 Penalty: 4898.248047
	Iteration 18Q: 3 clusters Score -2728221 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -2728512.750000 Penalty: 4898.248047
	Iteration 19Q: 3 clusters Score -2728513 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2728722.750000 Penalty: 4898.248047
	Iteration 20F: 3 clusters Score -2728723 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -2728853.250000 Penalty: 4898.248047
	Iteration 21Q: 3 clusters Score -2728853 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2728951.250000 Penalty: 4898.248047
	Iteration 22Q: 3 clusters Score -2728951 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2729033.500000 Penalty: 4898.248047
	Iteration 23Q: 3 clusters Score -2729034 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2729114.000000 Penalty: 4898.248047
	Iteration 24Q: 3 clusters Score -2729114 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -2729172.500000 Penalty: 4898.248047
	Iteration 25Q: 3 clusters Score -2729172 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2729239.750000 Penalty: 4898.248047
	Iteration 26Q: 3 clusters Score -2729240 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2729282.000000 Penalty: 4898.248047
	Iteration 27Q: 3 clusters Score -2729282 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2729344.750000 Penalty: 4898.248047
	Iteration 28Q: 3 clusters Score -2729345 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2729374.000000 Penalty: 4898.248047
	Iteration 29Q: 3 clusters Score -2729374 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2729408.250000 Penalty: 4898.248047
	Iteration 30Q: 3 clusters Score -2729408 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2729443.000000 Penalty: 4898.248047
	Iteration 31Q: 3 clusters Score -2729443 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2729471.500000 Penalty: 4898.248047
	Iteration 32Q: 3 clusters Score -2729472 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2729497.000000 Penalty: 4898.248047
	Iteration 33Q: 3 clusters Score -2729497 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -2729502.500000 Penalty: 4898.248047
	Iteration 34Q: 3 clusters Score -2729502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2729527.500000 Penalty: 4898.248047
	Iteration 35Q: 3 clusters Score -2729528 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2729536.500000 Penalty: 4898.248047
	Iteration 36Q: 3 clusters Score -2729536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2729548.250000 Penalty: 4898.248047
	Iteration 37Q: 3 clusters Score -2729548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2729557.500000 Penalty: 4898.248047
	Iteration 38Q: 3 clusters Score -2729558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -2729573.250000 Penalty: 4898.248047
	Iteration 39Q: 3 clusters Score -2729573 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2729580.750000 Penalty: 4898.248047
	Iteration 40F: 3 clusters Score -2729581 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2729596.250000 Penalty: 4898.248047
	Iteration 41Q: 3 clusters Score -2729596 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -2729595.750000 Penalty: 4898.248047
	Iteration 42Q: 3 clusters Score -2729596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2729611.750000 Penalty: 4898.248047
	Iteration 43Q: 3 clusters Score -2729612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2729622.000000 Penalty: 4898.248047
	Iteration 44Q: 3 clusters Score -2729622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2729621.250000 Penalty: 4898.248047
	Iteration 45Q: 3 clusters Score -2729621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -2729622.500000 Penalty: 4898.248047
	Iteration 46Q: 3 clusters Score -2729622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2729625.750000 Penalty: 4898.248047
	Iteration 47Q: 3 clusters Score -2729626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2729624.000000 Penalty: 4898.248047
	Iteration 48Q: 3 clusters Score -2729624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2729624.000000 Penalty: 4898.248047
	Iteration 49Q: 3 clusters Score -2729624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -2729627.000000 Penalty: 4898.248047
	Iteration 50Q: 3 clusters Score -2729627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2729626.250000 Penalty: 4898.248047
	Iteration 51Q: 3 clusters Score -2729626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2729625.500000 Penalty: 4898.248047
	Iteration 52Q: 3 clusters Score -2729626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2729629.500000 Penalty: 4898.248047
	Iteration 53Q: 3 clusters Score -2729630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2729638.000000 Penalty: 4898.248047
	Iteration 54Q: 3 clusters Score -2729638 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2729643.500000 Penalty: 4898.248047
	Iteration 55Q: 3 clusters Score -2729644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2729648.750000 Penalty: 4898.248047
	Iteration 56Q: 3 clusters Score -2729649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2729654.000000 Penalty: 4898.248047
	Iteration 57Q: 3 clusters Score -2729654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2729663.250000 Penalty: 4898.248047
	Iteration 58Q: 3 clusters Score -2729663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2729670.250000 Penalty: 4898.248047
	Iteration 59Q: 3 clusters Score -2729670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2729682.250000 Penalty: 4898.248047
	Iteration 60F: 3 clusters Score -2729682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -2729673.500000 Penalty: 4898.248047
	Iteration 61Q: 3 clusters Score -2729674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2729676.500000 Penalty: 4898.248047
	Iteration 62Q: 3 clusters Score -2729676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2729681.750000 Penalty: 4898.248047
	Iteration 63Q: 3 clusters Score -2729682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -2729681.500000 Penalty: 4898.248047
	Iteration 64Q: 3 clusters Score -2729682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2729685.250000 Penalty: 4898.248047
	Iteration 65Q: 3 clusters Score -2729685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2729686.000000 Penalty: 4898.248047
	Iteration 66Q: 3 clusters Score -2729686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2729685.750000 Penalty: 4898.248047
	Iteration 67Q: 3 clusters Score -2729686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2729687.750000 Penalty: 4898.248047
	Iteration 68Q: 3 clusters Score -2729688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2729689.750000 Penalty: 4898.248047
	Iteration 69Q: 3 clusters Score -2729690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2729691.750000 Penalty: 4898.248047
	Iteration 70Q: 3 clusters Score -2729692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2729695.250000 Penalty: 4898.248047
	Iteration 71Q: 3 clusters Score -2729695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2729695.500000 Penalty: 4898.248047
	Iteration 72Q: 3 clusters Score -2729696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2729699.750000 Penalty: 4898.248047
	Iteration 73Q: 3 clusters Score -2729700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2729705.500000 Penalty: 4898.248047
	Iteration 74Q: 3 clusters Score -2729706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2729704.500000 Penalty: 4898.248047
	Iteration 75Q: 3 clusters Score -2729704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2729703.000000 Penalty: 4898.248047
	Iteration 76Q: 3 clusters Score -2729703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -2729702.750000 Penalty: 4898.248047
	Iteration 77Q: 3 clusters Score -2729703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2729703.750000 Penalty: 4898.248047
	Iteration 78Q: 3 clusters Score -2729704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2729710.000000 Penalty: 4898.248047
	Iteration 79Q: 3 clusters Score -2729710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2729714.250000 Penalty: 4898.248047
	Iteration 80F: 3 clusters Score -2729714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2729719.000000 Penalty: 4898.248047
	Iteration 81Q: 3 clusters Score -2729719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2729722.500000 Penalty: 4898.248047
	Iteration 82Q: 3 clusters Score -2729722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2729729.750000 Penalty: 4898.248047
	Iteration 83Q: 3 clusters Score -2729730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2729733.000000 Penalty: 4898.248047
	Iteration 84Q: 3 clusters Score -2729733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2729737.750000 Penalty: 4898.248047
	Iteration 85Q: 3 clusters Score -2729738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2729738.750000 Penalty: 4898.248047
	Iteration 86Q: 3 clusters Score -2729739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2729742.000000 Penalty: 4898.248047
	Iteration 87Q: 3 clusters Score -2729742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2729740.250000 Penalty: 4898.248047
	Iteration 88Q: 3 clusters Score -2729740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2729742.000000 Penalty: 4898.248047
	Iteration 89Q: 3 clusters Score -2729742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2729743.750000 Penalty: 4898.248047
	Iteration 90Q: 3 clusters Score -2729744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2729744.000000 Penalty: 4898.248047
	Iteration 91Q: 3 clusters Score -2729744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2729742.750000 Penalty: 4898.248047
	Iteration 92Q: 3 clusters Score -2729743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2729747.000000 Penalty: 4898.248047
	Iteration 93Q: 3 clusters Score -2729747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -2729747.000000 Penalty: 4898.248047
	Iteration 94Q: 3 clusters Score -2729747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2729748.250000 Penalty: 4898.248047
	Iteration 95Q: 3 clusters Score -2729748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2729748.750000 Penalty: 4898.248047
	Iteration 96Q: 3 clusters Score -2729749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2729749.750000 Penalty: 4898.248047
	Iteration 97Q: 3 clusters Score -2729750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2729756.750000 Penalty: 4898.248047
	Iteration 98Q: 3 clusters Score -2729757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2729754.500000 Penalty: 4898.248047
	Iteration 99Q: 3 clusters Score -2729754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2729751.250000 Penalty: 4898.248047
	Iteration 100F: 3 clusters Score -2729751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2729756.500000 Penalty: 4898.248047
	Iteration 101Q: 3 clusters Score -2729756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2729753.750000 Penalty: 4898.248047
	Iteration 102Q: 3 clusters Score -2729754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2729755.500000 Penalty: 4898.248047
	Iteration 103Q: 3 clusters Score -2729756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2729761.250000 Penalty: 4898.248047
	Iteration 104Q: 3 clusters Score -2729761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2729758.750000 Penalty: 4898.248047
	Iteration 105Q: 3 clusters Score -2729759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2729759.250000 Penalty: 4898.248047
	Iteration 106Q: 3 clusters Score -2729759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2729760.750000 Penalty: 4898.248047
	Iteration 107Q: 3 clusters Score -2729761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2729763.000000 Penalty: 4898.248047
	Iteration 108Q: 3 clusters Score -2729763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2729764.250000 Penalty: 4898.248047
	Iteration 109Q: 3 clusters Score -2729764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2729764.750000 Penalty: 4898.248047
	Iteration 110Q: 3 clusters Score -2729765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2729764.750000 Penalty: 4898.248047
	Iteration 111F: 3 clusters Score -2729765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -48847.921875 Penalty: 1508.390381
	Iteration 0F: 2 clusters Score -48847.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47553.402344 Penalty: 3016.780762
	Iteration 0F: 3 clusters Score -47553.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -47903.515625 Penalty: 3016.780762
	Iteration 1F: 3 clusters Score -47903.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -48049.097656 Penalty: 3016.780762
	Iteration 2F: 3 clusters Score -48049.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -48226.605469 Penalty: 3016.780762
	Iteration 3F: 3 clusters Score -48226.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -48375.871094 Penalty: 3016.780762
	Iteration 4F: 3 clusters Score -48375.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -48460.941406 Penalty: 3016.780762
	Iteration 5Q: 3 clusters Score -48460.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -48524.300781 Penalty: 3016.780762
	Iteration 6Q: 3 clusters Score -48524.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -48542.578125 Penalty: 3016.780762
	Iteration 7Q: 3 clusters Score -48542.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -48558.250000 Penalty: 3016.780762
	Iteration 8Q: 3 clusters Score -48558.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -48565.597656 Penalty: 3016.780762
	Iteration 9Q: 3 clusters Score -48565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -48581.230469 Penalty: 3016.780762
	Iteration 10Q: 3 clusters Score -48581.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -48598.429688 Penalty: 3016.780762
	Iteration 11Q: 3 clusters Score -48598.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -48600.816406 Penalty: 3016.780762
	Iteration 12Q: 3 clusters Score -48600.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -48600.816406 Penalty: 3016.780762
	Iteration 13F: 3 clusters Score -48600.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Entering Unmasked Estep 
Score: -3900409.750000 Penalty: 2547.150146
	Iteration 0F: 2 clusters Score -3900410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -3880511.500000 Penalty: 5094.300293
	Iteration 0F: 3 clusters Score -3880512 nChanged 13075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3887737.250000 Penalty: 5094.300293
	Iteration 1F: 3 clusters Score -3887737 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3888310.250000 Penalty: 5094.300293
	Iteration 2F: 3 clusters Score -3888310 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -3888810.500000 Penalty: 5094.300293
	Iteration 3Q: 3 clusters Score -3888810 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3889352.500000 Penalty: 5094.300293
	Iteration 4Q: 3 clusters Score -3889352 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -3890048.750000 Penalty: 5094.300293
	Iteration 5Q: 3 clusters Score -3890049 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -3891046.250000 Penalty: 5094.300293
	Iteration 6F: 3 clusters Score -3891046 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -3892326.500000 Penalty: 5094.300293
	Iteration 7F: 3 clusters Score -3892326 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3893790.250000 Penalty: 5094.300293
	Iteration 8F: 3 clusters Score -3893790 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3895159.500000 Penalty: 5094.300293
	Iteration 9F: 3 clusters Score -3895160 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -3896223.750000 Penalty: 5094.300293
	Iteration 10Q: 3 clusters Score -3896224 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3896957.500000 Penalty: 5094.300293
	Iteration 11Q: 3 clusters Score -3896958 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3897450.000000 Penalty: 5094.300293
	Iteration 12Q: 3 clusters Score -3897450 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3897708.000000 Penalty: 5094.300293
	Iteration 13Q: 3 clusters Score -3897708 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -3897858.500000 Penalty: 5094.300293
	Iteration 14Q: 3 clusters Score -3897858 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3897943.500000 Penalty: 5094.300293
	Iteration 15Q: 3 clusters Score -3897944 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3898007.500000 Penalty: 5094.300293
	Iteration 16Q: 3 clusters Score -3898008 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3898074.250000 Penalty: 5094.300293
	Iteration 17Q: 3 clusters Score -3898074 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3898119.750000 Penalty: 5094.300293
	Iteration 18Q: 3 clusters Score -3898120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3898155.250000 Penalty: 5094.300293
	Iteration 19Q: 3 clusters Score -3898155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3898169.500000 Penalty: 5094.300293
	Iteration 20F: 3 clusters Score -3898170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3898194.500000 Penalty: 5094.300293
	Iteration 21Q: 3 clusters Score -3898194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3898211.500000 Penalty: 5094.300293
	Iteration 22Q: 3 clusters Score -3898212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3898241.500000 Penalty: 5094.300293
	Iteration 23Q: 3 clusters Score -3898242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3898252.750000 Penalty: 5094.300293
	Iteration 24Q: 3 clusters Score -3898253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3898269.000000 Penalty: 5094.300293
	Iteration 25Q: 3 clusters Score -3898269 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3898283.000000 Penalty: 5094.300293
	Iteration 26Q: 3 clusters Score -3898283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3898294.000000 Penalty: 5094.300293
	Iteration 27Q: 3 clusters Score -3898294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3898312.250000 Penalty: 5094.300293
	Iteration 28Q: 3 clusters Score -3898312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3898317.750000 Penalty: 5094.300293
	Iteration 29Q: 3 clusters Score -3898318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3898325.500000 Penalty: 5094.300293
	Iteration 30Q: 3 clusters Score -3898326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3898329.000000 Penalty: 5094.300293
	Iteration 31Q: 3 clusters Score -3898329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3898338.250000 Penalty: 5094.300293
	Iteration 32Q: 3 clusters Score -3898338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3898340.750000 Penalty: 5094.300293
	Iteration 33Q: 3 clusters Score -3898341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3898347.750000 Penalty: 5094.300293
	Iteration 34Q: 3 clusters Score -3898348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3898348.250000 Penalty: 5094.300293
	Iteration 35Q: 3 clusters Score -3898348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3898348.000000 Penalty: 5094.300293
	Iteration 36Q: 3 clusters Score -3898348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3898347.500000 Penalty: 5094.300293
	Iteration 37Q: 3 clusters Score -3898348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3898347.500000 Penalty: 5094.300293
	Iteration 38F: 3 clusters Score -3898348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -64795.230469 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -64795.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63369.640625 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -63369.64 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -63598.066406 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -63598.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -63633.683594 Penalty: 3073.436279
	Iteration 2Q: 3 clusters Score -63633.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -63657.058594 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -63657.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -63669.218750 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -63669.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63671.777344 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -63671.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -63671.777344 Penalty: 3073.436279
	Iteration 6F: 3 clusters Score -63671.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -29981.666016 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -29981.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28901.455078 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -28901.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29009.898438 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -29009.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -29052.273438 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -29052.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29071.169922 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -29071.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29071.169922 Penalty: 2750.407959
	Iteration 4F: 3 clusters Score -29071.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -29311.052734 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -29311.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28121.646484 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -28121.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28199.888672 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -28199.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28242.273438 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -28242.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28245.490234 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -28245.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28245.490234 Penalty: 2705.839355
	Iteration 4F: 3 clusters Score -28245.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -150023.453125 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -150023.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -148103.843750 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -148103.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -148563.687500 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -148563.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -148896.359375 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -148896.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -149407.312500 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -149407.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -149734.984375 Penalty: 3490.365723
	Iteration 4F: 3 clusters Score -149735 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -149893.796875 Penalty: 3490.365723
	Iteration 5Q: 3 clusters Score -149893.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -149967.406250 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -149967.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -150083.359375 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -150083.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -150155.031250 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -150155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -150190.890625 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -150190.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -150206.906250 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -150206.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -150215.484375 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -150215.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -150222.203125 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -150222.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -150230.265625 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -150230.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -150247.109375 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -150247.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -150274.984375 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -150275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -150330.796875 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -150330.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -150430.468750 Penalty: 3490.365723
	Iteration 17Q: 3 clusters Score -150430.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -150581.406250 Penalty: 3490.365723
	Iteration 18Q: 3 clusters Score -150581.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -150645.750000 Penalty: 3490.365723
	Iteration 19Q: 3 clusters Score -150645.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -150716.406250 Penalty: 3490.365723
	Iteration 20F: 3 clusters Score -150716.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -150819.796875 Penalty: 3490.365723
	Iteration 21Q: 3 clusters Score -150819.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -151183.406250 Penalty: 3490.365723
	Iteration 22Q: 3 clusters Score -151183.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -151272.140625 Penalty: 3490.365723
	Iteration 23Q: 3 clusters Score -151272.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -151283.640625 Penalty: 3490.365723
	Iteration 24Q: 3 clusters Score -151283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -151285.046875 Penalty: 3490.365723
	Iteration 25Q: 3 clusters Score -151285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -151294.984375 Penalty: 3490.365723
	Iteration 26Q: 3 clusters Score -151295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -151301.953125 Penalty: 3490.365723
	Iteration 27Q: 3 clusters Score -151302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -151315.296875 Penalty: 3490.365723
	Iteration 28Q: 3 clusters Score -151315.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -151366.359375 Penalty: 3490.365723
	Iteration 29Q: 3 clusters Score -151366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -151402.328125 Penalty: 3490.365723
	Iteration 30Q: 3 clusters Score -151402.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -151426.015625 Penalty: 3490.365723
	Iteration 31Q: 3 clusters Score -151426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -151428.859375 Penalty: 3490.365723
	Iteration 32Q: 3 clusters Score -151428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -151441.125000 Penalty: 3490.365723
	Iteration 33Q: 3 clusters Score -151441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -151441.125000 Penalty: 3490.365723
	Iteration 34F: 3 clusters Score -151441.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266861 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 12767 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 33140 members 
Mstep: Class 6 contains 5102 members 
Mstep: Class 7 contains 51769 members 
Mstep: Class 8 contains 25276 members 
Mstep: Class 9 contains 166698 members 
Mstep: Class 10 contains 133037 members 
Mstep: Class 11 contains 28857 members 
Mstep: Class 12 contains 44625 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 17 contains 17060 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19448 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 28876 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 557 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 581 members 
Entering Unmasked Estep 
Score: -122239352.000000 Penalty: 98657.695312
Splitting cluster 27 changes total score from -122239592.000000 to -122239352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -40379.449219 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -40379.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39133.062500 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -39133.06 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -39363.820312 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -39363.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -39408.750000 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -39408.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -39429.023438 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -39429.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -39446.523438 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -39446.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39453.808594 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -39453.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -39453.808594 Penalty: 2868.777344
	Iteration 6F: 3 clusters Score -39453.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266861 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 12767 members 
Mstep: Class 4 contains 5656 members 
Mstep: Class 5 contains 33140 members 
Mstep: Class 6 contains 5102 members 
Mstep: Class 7 contains 51769 members 
Mstep: Class 8 contains 25276 members 
Mstep: Class 9 contains 166698 members 
Mstep: Class 10 contains 133037 members 
Mstep: Class 11 contains 28857 members 
Mstep: Class 12 contains 44625 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 21007 members 
Mstep: Class 17 contains 17060 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19448 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 28876 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239608.000000 Penalty: 95255.710938
Iteration 119Q: 29 clusters Score -1.222396e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 266847 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 12757 members 
Mstep: Class 4 contains 5659 members 
Mstep: Class 5 contains 33141 members 
Mstep: Class 6 contains 5108 members 
Mstep: Class 7 contains 51806 members 
Mstep: Class 8 contains 25272 members 
Mstep: Class 9 contains 166693 members 
Mstep: Class 10 contains 133022 members 
Mstep: Class 11 contains 28853 members 
Mstep: Class 12 contains 44633 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 17060 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 438 members 
Mstep: Class 23 contains 28878 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239688.000000 Penalty: 95255.710938
Iteration 120F: 29 clusters Score -1.222397e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266829 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 12750 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 33142 members 
Mstep: Class 6 contains 5116 members 
Mstep: Class 7 contains 51838 members 
Mstep: Class 8 contains 25269 members 
Mstep: Class 9 contains 166682 members 
Mstep: Class 10 contains 133021 members 
Mstep: Class 11 contains 28847 members 
Mstep: Class 12 contains 44640 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 21003 members 
Mstep: Class 17 contains 17059 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19444 members 
Mstep: Class 22 contains 440 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239664.000000 Penalty: 95255.710938
Iteration 121Q: 29 clusters Score -1.222397e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266814 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 12741 members 
Mstep: Class 4 contains 5660 members 
Mstep: Class 5 contains 33143 members 
Mstep: Class 6 contains 5122 members 
Mstep: Class 7 contains 51869 members 
Mstep: Class 8 contains 25268 members 
Mstep: Class 9 contains 166676 members 
Mstep: Class 10 contains 133016 members 
Mstep: Class 11 contains 28847 members 
Mstep: Class 12 contains 44655 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20994 members 
Mstep: Class 17 contains 17058 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19442 members 
Mstep: Class 22 contains 435 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239656.000000 Penalty: 95255.710938
Iteration 122Q: 29 clusters Score -1.222397e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266793 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 12732 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 33144 members 
Mstep: Class 6 contains 5123 members 
Mstep: Class 7 contains 51894 members 
Mstep: Class 8 contains 25268 members 
Mstep: Class 9 contains 166665 members 
Mstep: Class 10 contains 133021 members 
Mstep: Class 11 contains 28843 members 
Mstep: Class 12 contains 44671 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20989 members 
Mstep: Class 17 contains 17057 members 
Mstep: Class 18 contains 4257 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19446 members 
Mstep: Class 22 contains 433 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239656.000000 Penalty: 95255.710938
Iteration 123Q: 29 clusters Score -1.222397e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266782 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 12715 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 33142 members 
Mstep: Class 6 contains 5128 members 
Mstep: Class 7 contains 51919 members 
Mstep: Class 8 contains 25269 members 
Mstep: Class 9 contains 166657 members 
Mstep: Class 10 contains 133018 members 
Mstep: Class 11 contains 28839 members 
Mstep: Class 12 contains 44690 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20985 members 
Mstep: Class 17 contains 17058 members 
Mstep: Class 18 contains 4256 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19449 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 28878 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239656.000000 Penalty: 95255.710938
Iteration 124Q: 29 clusters Score -1.222397e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266759 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 12695 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 33141 members 
Mstep: Class 6 contains 5129 members 
Mstep: Class 7 contains 51943 members 
Mstep: Class 8 contains 25268 members 
Mstep: Class 9 contains 166656 members 
Mstep: Class 10 contains 133031 members 
Mstep: Class 11 contains 28836 members 
Mstep: Class 12 contains 44709 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20979 members 
Mstep: Class 17 contains 17059 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 431 members 
Mstep: Class 23 contains 28877 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239800.000000 Penalty: 95255.710938
Iteration 125Q: 29 clusters Score -1.222398e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266759 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 12680 members 
Mstep: Class 4 contains 5662 members 
Mstep: Class 5 contains 33141 members 
Mstep: Class 6 contains 5130 members 
Mstep: Class 7 contains 51969 members 
Mstep: Class 8 contains 25267 members 
Mstep: Class 9 contains 166658 members 
Mstep: Class 10 contains 133021 members 
Mstep: Class 11 contains 28835 members 
Mstep: Class 12 contains 44715 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20974 members 
Mstep: Class 17 contains 17059 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19444 members 
Mstep: Class 22 contains 430 members 
Mstep: Class 23 contains 28877 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239896.000000 Penalty: 95255.710938
Iteration 126Q: 29 clusters Score -1.222399e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266745 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 12665 members 
Mstep: Class 4 contains 5661 members 
Mstep: Class 5 contains 33141 members 
Mstep: Class 6 contains 5133 members 
Mstep: Class 7 contains 51988 members 
Mstep: Class 8 contains 25267 members 
Mstep: Class 9 contains 166658 members 
Mstep: Class 10 contains 133021 members 
Mstep: Class 11 contains 28835 members 
Mstep: Class 12 contains 44726 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20970 members 
Mstep: Class 17 contains 17059 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19445 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 28878 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239896.000000 Penalty: 95255.710938
Iteration 127Q: 29 clusters Score -1.222399e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266742 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 12654 members 
Mstep: Class 4 contains 5658 members 
Mstep: Class 5 contains 33142 members 
Mstep: Class 6 contains 5135 members 
Mstep: Class 7 contains 52017 members 
Mstep: Class 8 contains 25267 members 
Mstep: Class 9 contains 166654 members 
Mstep: Class 10 contains 133012 members 
Mstep: Class 11 contains 28835 members 
Mstep: Class 12 contains 44732 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 20964 members 
Mstep: Class 17 contains 17059 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19443 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 28877 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239904.000000 Penalty: 95255.710938
Iteration 128Q: 29 clusters Score -1.222399e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266729 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 12645 members 
Mstep: Class 4 contains 5657 members 
Mstep: Class 5 contains 33143 members 
Mstep: Class 6 contains 5141 members 
Mstep: Class 7 contains 52036 members 
Mstep: Class 8 contains 25267 members 
Mstep: Class 9 contains 166644 members 
Mstep: Class 10 contains 133022 members 
Mstep: Class 11 contains 28832 members 
Mstep: Class 12 contains 44737 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20961 members 
Mstep: Class 17 contains 17058 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19441 members 
Mstep: Class 22 contains 429 members 
Mstep: Class 23 contains 28878 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239880.000000 Penalty: 95255.710938
Iteration 129Q: 29 clusters Score -1.222399e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266718 members 
Mstep: Class 2 contains 28901 members 
Mstep: Class 3 contains 12630 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 33144 members 
Mstep: Class 6 contains 5144 members 
Mstep: Class 7 contains 52058 members 
Mstep: Class 8 contains 25267 members 
Mstep: Class 9 contains 166641 members 
Mstep: Class 10 contains 133024 members 
Mstep: Class 11 contains 28830 members 
Mstep: Class 12 contains 44745 members 
Mstep: Class 13 contains 8127 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20959 members 
Mstep: Class 17 contains 17058 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19442 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239960.000000 Penalty: 95255.710938
Iteration 130Q: 29 clusters Score -1.2224e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266713 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 12608 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 33145 members 
Mstep: Class 6 contains 5143 members 
Mstep: Class 7 contains 52081 members 
Mstep: Class 8 contains 25268 members 
Mstep: Class 9 contains 166636 members 
Mstep: Class 10 contains 133025 members 
Mstep: Class 11 contains 28830 members 
Mstep: Class 12 contains 44756 members 
Mstep: Class 13 contains 8126 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20959 members 
Mstep: Class 17 contains 17057 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19440 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 23 contains 28880 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239976.000000 Penalty: 95255.710938
Iteration 131Q: 29 clusters Score -1.2224e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266709 members 
Mstep: Class 2 contains 28899 members 
Mstep: Class 3 contains 12587 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 33147 members 
Mstep: Class 6 contains 5142 members 
Mstep: Class 7 contains 52096 members 
Mstep: Class 8 contains 25268 members 
Mstep: Class 9 contains 166633 members 
Mstep: Class 10 contains 133035 members 
Mstep: Class 11 contains 28828 members 
Mstep: Class 12 contains 44766 members 
Mstep: Class 13 contains 8126 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20958 members 
Mstep: Class 17 contains 17055 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19438 members 
Mstep: Class 22 contains 428 members 
Mstep: Class 23 contains 28880 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239920.000000 Penalty: 95255.710938
Iteration 132Q: 29 clusters Score -1.222399e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266700 members 
Mstep: Class 2 contains 28899 members 
Mstep: Class 3 contains 12569 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 33149 members 
Mstep: Class 6 contains 5145 members 
Mstep: Class 7 contains 52111 members 
Mstep: Class 8 contains 25267 members 
Mstep: Class 9 contains 166628 members 
Mstep: Class 10 contains 133038 members 
Mstep: Class 11 contains 28827 members 
Mstep: Class 12 contains 44782 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20957 members 
Mstep: Class 17 contains 17054 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19439 members 
Mstep: Class 22 contains 426 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239960.000000 Penalty: 95255.710938
Iteration 133Q: 29 clusters Score -1.2224e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266698 members 
Mstep: Class 2 contains 28899 members 
Mstep: Class 3 contains 12561 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 33152 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 52125 members 
Mstep: Class 8 contains 25266 members 
Mstep: Class 9 contains 166621 members 
Mstep: Class 10 contains 133033 members 
Mstep: Class 11 contains 28827 members 
Mstep: Class 12 contains 44790 members 
Mstep: Class 13 contains 8126 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20957 members 
Mstep: Class 17 contains 17051 members 
Mstep: Class 18 contains 4254 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19440 members 
Mstep: Class 22 contains 424 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239848.000000 Penalty: 95255.710938
Iteration 134Q: 29 clusters Score -1.222398e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266691 members 
Mstep: Class 2 contains 28898 members 
Mstep: Class 3 contains 12548 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 33154 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 52134 members 
Mstep: Class 8 contains 25265 members 
Mstep: Class 9 contains 166622 members 
Mstep: Class 10 contains 133035 members 
Mstep: Class 11 contains 28827 members 
Mstep: Class 12 contains 44799 members 
Mstep: Class 13 contains 8126 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20956 members 
Mstep: Class 17 contains 17051 members 
Mstep: Class 18 contains 4253 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19443 members 
Mstep: Class 22 contains 422 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239872.000000 Penalty: 95255.710938
Iteration 135Q: 29 clusters Score -1.222399e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266689 members 
Mstep: Class 2 contains 28898 members 
Mstep: Class 3 contains 12534 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 33155 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 52143 members 
Mstep: Class 8 contains 25264 members 
Mstep: Class 9 contains 166618 members 
Mstep: Class 10 contains 133040 members 
Mstep: Class 11 contains 28826 members 
Mstep: Class 12 contains 44813 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20956 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 4249 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19444 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239864.000000 Penalty: 95255.710938
Iteration 136Q: 29 clusters Score -1.222399e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266689 members 
Mstep: Class 2 contains 28899 members 
Mstep: Class 3 contains 12518 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 33157 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 52158 members 
Mstep: Class 8 contains 25264 members 
Mstep: Class 9 contains 166615 members 
Mstep: Class 10 contains 133038 members 
Mstep: Class 11 contains 28821 members 
Mstep: Class 12 contains 44824 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20956 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 4248 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19442 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239896.000000 Penalty: 95255.710938
Iteration 137Q: 29 clusters Score -1.222399e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266696 members 
Mstep: Class 2 contains 28899 members 
Mstep: Class 3 contains 12501 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 52170 members 
Mstep: Class 8 contains 25263 members 
Mstep: Class 9 contains 166615 members 
Mstep: Class 10 contains 133031 members 
Mstep: Class 11 contains 28819 members 
Mstep: Class 12 contains 44835 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20955 members 
Mstep: Class 17 contains 17047 members 
Mstep: Class 18 contains 4247 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19442 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239960.000000 Penalty: 95255.710938
Iteration 138Q: 29 clusters Score -1.2224e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266694 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 12481 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 52181 members 
Mstep: Class 8 contains 25263 members 
Mstep: Class 9 contains 166616 members 
Mstep: Class 10 contains 133032 members 
Mstep: Class 11 contains 28819 members 
Mstep: Class 12 contains 44843 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20955 members 
Mstep: Class 17 contains 17048 members 
Mstep: Class 18 contains 4244 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19442 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239968.000000 Penalty: 95255.710938
Iteration 139Q: 29 clusters Score -1.2224e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 266688 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 12471 members 
Mstep: Class 4 contains 5655 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 52185 members 
Mstep: Class 8 contains 25262 members 
Mstep: Class 9 contains 166617 members 
Mstep: Class 10 contains 133041 members 
Mstep: Class 11 contains 28819 members 
Mstep: Class 12 contains 44846 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20956 members 
Mstep: Class 17 contains 17048 members 
Mstep: Class 18 contains 4241 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19443 members 
Mstep: Class 22 contains 421 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239912.000000 Penalty: 95255.710938
Iteration 140F: 29 clusters Score -1.222399e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266684 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 12455 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 52195 members 
Mstep: Class 8 contains 25261 members 
Mstep: Class 9 contains 166616 members 
Mstep: Class 10 contains 133044 members 
Mstep: Class 11 contains 28816 members 
Mstep: Class 12 contains 44858 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20958 members 
Mstep: Class 17 contains 17048 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19444 members 
Mstep: Class 22 contains 422 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239952.000000 Penalty: 95255.710938
Iteration 141Q: 29 clusters Score -1.2224e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266672 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 12436 members 
Mstep: Class 4 contains 5653 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 52201 members 
Mstep: Class 8 contains 25261 members 
Mstep: Class 9 contains 166620 members 
Mstep: Class 10 contains 133059 members 
Mstep: Class 11 contains 28816 members 
Mstep: Class 12 contains 44869 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20957 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 4236 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19445 members 
Mstep: Class 22 contains 420 members 
Mstep: Class 23 contains 28879 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239888.000000 Penalty: 95255.710938
Iteration 142Q: 29 clusters Score -1.222399e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266671 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 12431 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33160 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 52210 members 
Mstep: Class 8 contains 25261 members 
Mstep: Class 9 contains 166620 members 
Mstep: Class 10 contains 133052 members 
Mstep: Class 11 contains 28812 members 
Mstep: Class 12 contains 44879 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20957 members 
Mstep: Class 17 contains 17051 members 
Mstep: Class 18 contains 4234 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19446 members 
Mstep: Class 22 contains 418 members 
Mstep: Class 23 contains 28880 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239920.000000 Penalty: 95255.710938
Iteration 143Q: 29 clusters Score -1.222399e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266675 members 
Mstep: Class 2 contains 28901 members 
Mstep: Class 3 contains 12421 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 52223 members 
Mstep: Class 8 contains 25261 members 
Mstep: Class 9 contains 166621 members 
Mstep: Class 10 contains 133043 members 
Mstep: Class 11 contains 28806 members 
Mstep: Class 12 contains 44887 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20956 members 
Mstep: Class 17 contains 17051 members 
Mstep: Class 18 contains 4231 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 417 members 
Mstep: Class 23 contains 28882 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239864.000000 Penalty: 95255.710938
Iteration 144Q: 29 clusters Score -1.222399e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266671 members 
Mstep: Class 2 contains 28901 members 
Mstep: Class 3 contains 12415 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5146 members 
Mstep: Class 7 contains 52231 members 
Mstep: Class 8 contains 25261 members 
Mstep: Class 9 contains 166620 members 
Mstep: Class 10 contains 133043 members 
Mstep: Class 11 contains 28803 members 
Mstep: Class 12 contains 44897 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20955 members 
Mstep: Class 17 contains 17051 members 
Mstep: Class 18 contains 4229 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 415 members 
Mstep: Class 23 contains 28883 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239912.000000 Penalty: 95255.710938
Iteration 145Q: 29 clusters Score -1.222399e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266668 members 
Mstep: Class 2 contains 28901 members 
Mstep: Class 3 contains 12408 members 
Mstep: Class 4 contains 5650 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5148 members 
Mstep: Class 7 contains 52243 members 
Mstep: Class 8 contains 25258 members 
Mstep: Class 9 contains 166616 members 
Mstep: Class 10 contains 133044 members 
Mstep: Class 11 contains 28803 members 
Mstep: Class 12 contains 44906 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20954 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28884 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239920.000000 Penalty: 95255.710938
Iteration 146Q: 29 clusters Score -1.222399e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266671 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 12400 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 52255 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166612 members 
Mstep: Class 10 contains 133037 members 
Mstep: Class 11 contains 28802 members 
Mstep: Class 12 contains 44911 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20955 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4221 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28885 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239864.000000 Penalty: 95255.710938
Iteration 147Q: 29 clusters Score -1.222399e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266669 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 12396 members 
Mstep: Class 4 contains 5650 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 52263 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166609 members 
Mstep: Class 10 contains 133034 members 
Mstep: Class 11 contains 28802 members 
Mstep: Class 12 contains 44914 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20955 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28885 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239880.000000 Penalty: 95255.710938
Iteration 148Q: 29 clusters Score -1.222399e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266668 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 12391 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 52271 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166609 members 
Mstep: Class 10 contains 133029 members 
Mstep: Class 11 contains 28802 members 
Mstep: Class 12 contains 44919 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20954 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28885 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239952.000000 Penalty: 95255.710938
Iteration 149Q: 29 clusters Score -1.2224e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266669 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 12390 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 52281 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166608 members 
Mstep: Class 10 contains 133022 members 
Mstep: Class 11 contains 28801 members 
Mstep: Class 12 contains 44921 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20953 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19446 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28885 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239896.000000 Penalty: 95255.710938
Iteration 150Q: 29 clusters Score -1.222399e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266670 members 
Mstep: Class 2 contains 28905 members 
Mstep: Class 3 contains 12388 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 52292 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166607 members 
Mstep: Class 10 contains 133014 members 
Mstep: Class 11 contains 28800 members 
Mstep: Class 12 contains 44922 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20952 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19446 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28885 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239896.000000 Penalty: 95255.710938
Iteration 151Q: 29 clusters Score -1.222399e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266665 members 
Mstep: Class 2 contains 28905 members 
Mstep: Class 3 contains 12387 members 
Mstep: Class 4 contains 5641 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 52302 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166607 members 
Mstep: Class 10 contains 133008 members 
Mstep: Class 11 contains 28800 members 
Mstep: Class 12 contains 44929 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20950 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28885 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239952.000000 Penalty: 95255.710938
Iteration 152Q: 29 clusters Score -1.2224e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266662 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12384 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 52312 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166606 members 
Mstep: Class 10 contains 133007 members 
Mstep: Class 11 contains 28799 members 
Mstep: Class 12 contains 44926 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20949 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19448 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28885 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239976.000000 Penalty: 95255.710938
Iteration 153Q: 29 clusters Score -1.2224e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266656 members 
Mstep: Class 2 contains 28907 members 
Mstep: Class 3 contains 12382 members 
Mstep: Class 4 contains 5641 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 52325 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166602 members 
Mstep: Class 10 contains 133003 members 
Mstep: Class 11 contains 28799 members 
Mstep: Class 12 contains 44927 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20952 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19448 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28884 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239920.000000 Penalty: 95255.710938
Iteration 154Q: 29 clusters Score -1.222399e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266643 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12379 members 
Mstep: Class 4 contains 5638 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 52332 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166601 members 
Mstep: Class 10 contains 133010 members 
Mstep: Class 11 contains 28798 members 
Mstep: Class 12 contains 44931 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20955 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19448 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28885 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122240032.000000 Penalty: 95255.710938
Iteration 155Q: 29 clusters Score -1.2224e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266632 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12376 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 52346 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166598 members 
Mstep: Class 10 contains 133014 members 
Mstep: Class 11 contains 28799 members 
Mstep: Class 12 contains 44929 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20957 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19446 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28884 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239968.000000 Penalty: 95255.710938
Iteration 156Q: 29 clusters Score -1.2224e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266628 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12376 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 52352 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166596 members 
Mstep: Class 10 contains 133013 members 
Mstep: Class 11 contains 28799 members 
Mstep: Class 12 contains 44929 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20958 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28884 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122240032.000000 Penalty: 95255.710938
Iteration 157Q: 29 clusters Score -1.2224e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266625 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12376 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 52365 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166591 members 
Mstep: Class 10 contains 133008 members 
Mstep: Class 11 contains 28799 members 
Mstep: Class 12 contains 44929 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20958 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28884 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122240032.000000 Penalty: 95255.710938
Iteration 158Q: 29 clusters Score -1.2224e+08 nChanged 36
Entering ConstructFrom: 
Score: -122240032.000000 Penalty: 95255.710938
Entering ConstructFrom: 
Trying to split cluster 1 (266619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266619 members 
Entering Unmasked Estep 
Score: -37266504.000000 Penalty: 3098.406738
	Iteration 0F: 2 clusters Score -3.72665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133116 members 
Mstep: Class 2 contains 133503 members 
Entering Unmasked Estep 
Score: -37108156.000000 Penalty: 6196.813477
	Iteration 0F: 3 clusters Score -3.710816e+07 nChanged 129091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130053 members 
Mstep: Class 2 contains 136566 members 
Entering Unmasked Estep 
Score: -37184772.000000 Penalty: 6196.813477
	Iteration 1F: 3 clusters Score -3.718477e+07 nChanged 7705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128006 members 
Mstep: Class 2 contains 138613 members 
Entering Unmasked Estep 
Score: -37186536.000000 Penalty: 6196.813477
	Iteration 2Q: 3 clusters Score -3.718654e+07 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124762 members 
Mstep: Class 2 contains 141857 members 
Entering Unmasked Estep 
Score: -37188964.000000 Penalty: 6196.813477
	Iteration 3Q: 3 clusters Score -3.718896e+07 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119863 members 
Mstep: Class 2 contains 146756 members 
Entering Unmasked Estep 
Score: -37192564.000000 Penalty: 6196.813477
	Iteration 4Q: 3 clusters Score -3.719256e+07 nChanged 11835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112568 members 
Mstep: Class 2 contains 154051 members 
Entering Unmasked Estep 
Score: -37198380.000000 Penalty: 6196.813477
	Iteration 5Q: 3 clusters Score -3.719838e+07 nChanged 14892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103002 members 
Mstep: Class 2 contains 163617 members 
Entering Unmasked Estep 
Score: -37207868.000000 Penalty: 6196.813477
	Iteration 6F: 3 clusters Score -3.720787e+07 nChanged 17147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92529 members 
Mstep: Class 2 contains 174090 members 
Entering Unmasked Estep 
Score: -37220788.000000 Penalty: 6196.813477
	Iteration 7F: 3 clusters Score -3.722079e+07 nChanged 17075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83766 members 
Mstep: Class 2 contains 182853 members 
Entering Unmasked Estep 
Score: -37233184.000000 Penalty: 6196.813477
	Iteration 8F: 3 clusters Score -3.723318e+07 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77742 members 
Mstep: Class 2 contains 188877 members 
Entering Unmasked Estep 
Score: -37241188.000000 Penalty: 6196.813477
	Iteration 9F: 3 clusters Score -3.724119e+07 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73259 members 
Mstep: Class 2 contains 193360 members 
Entering Unmasked Estep 
Score: -37244756.000000 Penalty: 6196.813477
	Iteration 10Q: 3 clusters Score -3.724476e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69129 members 
Mstep: Class 2 contains 197490 members 
Entering Unmasked Estep 
Score: -37246584.000000 Penalty: 6196.813477
	Iteration 11Q: 3 clusters Score -3.724658e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65116 members 
Mstep: Class 2 contains 201503 members 
Entering Unmasked Estep 
Score: -37247796.000000 Penalty: 6196.813477
	Iteration 12Q: 3 clusters Score -3.72478e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 205525 members 
Entering Unmasked Estep 
Score: -37248972.000000 Penalty: 6196.813477
	Iteration 13Q: 3 clusters Score -3.724897e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 209569 members 
Entering Unmasked Estep 
Score: -37250344.000000 Penalty: 6196.813477
	Iteration 14Q: 3 clusters Score -3.725034e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52938 members 
Mstep: Class 2 contains 213681 members 
Entering Unmasked Estep 
Score: -37251696.000000 Penalty: 6196.813477
	Iteration 15Q: 3 clusters Score -3.72517e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48695 members 
Mstep: Class 2 contains 217924 members 
Entering Unmasked Estep 
Score: -37253132.000000 Penalty: 6196.813477
	Iteration 16Q: 3 clusters Score -3.725313e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 222189 members 
Entering Unmasked Estep 
Score: -37254776.000000 Penalty: 6196.813477
	Iteration 17Q: 3 clusters Score -3.725478e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 226394 members 
Entering Unmasked Estep 
Score: -37256140.000000 Penalty: 6196.813477
	Iteration 18Q: 3 clusters Score -3.725614e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 230587 members 
Entering Unmasked Estep 
Score: -37257888.000000 Penalty: 6196.813477
	Iteration 19Q: 3 clusters Score -3.725789e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 234850 members 
Entering Unmasked Estep 
Score: -37259076.000000 Penalty: 6196.813477
	Iteration 20F: 3 clusters Score -3.725908e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 239012 members 
Entering Unmasked Estep 
Score: -37261304.000000 Penalty: 6196.813477
	Iteration 21Q: 3 clusters Score -3.72613e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 243380 members 
Entering Unmasked Estep 
Score: -37263220.000000 Penalty: 6196.813477
	Iteration 22Q: 3 clusters Score -3.726322e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 247896 members 
Entering Unmasked Estep 
Score: -37263808.000000 Penalty: 6196.813477
	Iteration 23Q: 3 clusters Score -3.726381e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 252171 members 
Entering Unmasked Estep 
Score: -37264236.000000 Penalty: 6196.813477
	Iteration 24Q: 3 clusters Score -3.726424e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 255873 members 
Entering Unmasked Estep 
Score: -37263936.000000 Penalty: 6196.813477
	Iteration 25Q: 3 clusters Score -3.726394e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 259040 members 
Entering Unmasked Estep 
Score: -37264136.000000 Penalty: 6196.813477
	Iteration 26Q: 3 clusters Score -3.726414e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 261547 members 
Entering Unmasked Estep 
Score: -37264156.000000 Penalty: 6196.813477
	Iteration 27Q: 3 clusters Score -3.726416e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 263460 members 
Entering Unmasked Estep 
Score: -37264184.000000 Penalty: 6196.813477
	Iteration 28Q: 3 clusters Score -3.726418e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 264816 members 
Entering Unmasked Estep 
Score: -37264044.000000 Penalty: 6196.813477
	Iteration 29Q: 3 clusters Score -3.726404e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 265550 members 
Entering Unmasked Estep 
Score: -37263984.000000 Penalty: 6196.813477
	Iteration 30Q: 3 clusters Score -3.726398e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 265904 members 
Entering Unmasked Estep 
Score: -37264020.000000 Penalty: 6196.813477
	Iteration 31Q: 3 clusters Score -3.726402e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 266065 members 
Entering Unmasked Estep 
Score: -37263980.000000 Penalty: 6196.813477
	Iteration 32Q: 3 clusters Score -3.726398e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 266133 members 
Entering Unmasked Estep 
Score: -37263940.000000 Penalty: 6196.813477
	Iteration 33Q: 3 clusters Score -3.726394e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 266180 members 
Entering Unmasked Estep 
Score: -37263936.000000 Penalty: 6196.813477
	Iteration 34Q: 3 clusters Score -3.726394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 266201 members 
Entering Unmasked Estep 
Score: -37263928.000000 Penalty: 6196.813477
	Iteration 35Q: 3 clusters Score -3.726393e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 266225 members 
Entering Unmasked Estep 
Score: -37263940.000000 Penalty: 6196.813477
	Iteration 36Q: 3 clusters Score -3.726394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 266243 members 
Entering Unmasked Estep 
Score: -37263924.000000 Penalty: 6196.813477
	Iteration 37Q: 3 clusters Score -3.726392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 266251 members 
Entering Unmasked Estep 
Score: -37263968.000000 Penalty: 6196.813477
	Iteration 38Q: 3 clusters Score -3.726397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 266258 members 
Entering Unmasked Estep 
Score: -37263960.000000 Penalty: 6196.813477
	Iteration 39Q: 3 clusters Score -3.726396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 266262 members 
Entering Unmasked Estep 
Score: -37263952.000000 Penalty: 6196.813477
	Iteration 40F: 3 clusters Score -3.726395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 266268 members 
Entering Unmasked Estep 
Score: -37263960.000000 Penalty: 6196.813477
	Iteration 41Q: 3 clusters Score -3.726396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 266269 members 
Entering Unmasked Estep 
Score: -37263956.000000 Penalty: 6196.813477
	Iteration 42Q: 3 clusters Score -3.726396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 266271 members 
Entering Unmasked Estep 
Score: -37263996.000000 Penalty: 6196.813477
	Iteration 43Q: 3 clusters Score -3.7264e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 266272 members 
Entering Unmasked Estep 
Score: -37263984.000000 Penalty: 6196.813477
	Iteration 44Q: 3 clusters Score -3.726398e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 266272 members 
Entering Unmasked Estep 
Score: -37263984.000000 Penalty: 6196.813477
	Iteration 45F: 3 clusters Score -3.726398e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Entering Unmasked Estep 
Score: -3948938.000000 Penalty: 2547.407715
	Iteration 0F: 2 clusters Score -3948938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3929160.000000 Penalty: 5094.815430
	Iteration 0F: 3 clusters Score -3929160 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -3936354.000000 Penalty: 5094.815430
	Iteration 1F: 3 clusters Score -3936354 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -3936977.000000 Penalty: 5094.815430
	Iteration 2F: 3 clusters Score -3936977 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3937583.000000 Penalty: 5094.815430
	Iteration 3Q: 3 clusters Score -3937583 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3938193.500000 Penalty: 5094.815430
	Iteration 4Q: 3 clusters Score -3938194 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3938868.500000 Penalty: 5094.815430
	Iteration 5Q: 3 clusters Score -3938868 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -3939674.750000 Penalty: 5094.815430
	Iteration 6F: 3 clusters Score -3939675 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -3940521.000000 Penalty: 5094.815430
	Iteration 7F: 3 clusters Score -3940521 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3941358.750000 Penalty: 5094.815430
	Iteration 8F: 3 clusters Score -3941359 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -3942114.000000 Penalty: 5094.815430
	Iteration 9Q: 3 clusters Score -3942114 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -3942716.250000 Penalty: 5094.815430
	Iteration 10Q: 3 clusters Score -3942716 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -3943227.750000 Penalty: 5094.815430
	Iteration 11Q: 3 clusters Score -3943228 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -3943664.000000 Penalty: 5094.815430
	Iteration 12Q: 3 clusters Score -3943664 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -3944004.250000 Penalty: 5094.815430
	Iteration 13Q: 3 clusters Score -3944004 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -3944269.750000 Penalty: 5094.815430
	Iteration 14Q: 3 clusters Score -3944270 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -3944460.500000 Penalty: 5094.815430
	Iteration 15Q: 3 clusters Score -3944460 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3944594.500000 Penalty: 5094.815430
	Iteration 16Q: 3 clusters Score -3944594 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3944679.000000 Penalty: 5094.815430
	Iteration 17Q: 3 clusters Score -3944679 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -3944753.250000 Penalty: 5094.815430
	Iteration 18Q: 3 clusters Score -3944753 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -3944806.750000 Penalty: 5094.815430
	Iteration 19Q: 3 clusters Score -3944807 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3944903.000000 Penalty: 5094.815430
	Iteration 20F: 3 clusters Score -3944903 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3944928.750000 Penalty: 5094.815430
	Iteration 21Q: 3 clusters Score -3944929 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -3944978.250000 Penalty: 5094.815430
	Iteration 22Q: 3 clusters Score -3944978 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -3945030.750000 Penalty: 5094.815430
	Iteration 23Q: 3 clusters Score -3945031 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -3945066.000000 Penalty: 5094.815430
	Iteration 24Q: 3 clusters Score -3945066 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -3945111.750000 Penalty: 5094.815430
	Iteration 25Q: 3 clusters Score -3945112 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -3945146.750000 Penalty: 5094.815430
	Iteration 26Q: 3 clusters Score -3945147 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -3945188.500000 Penalty: 5094.815430
	Iteration 27Q: 3 clusters Score -3945188 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -3945221.000000 Penalty: 5094.815430
	Iteration 28Q: 3 clusters Score -3945221 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -3945228.750000 Penalty: 5094.815430
	Iteration 29Q: 3 clusters Score -3945229 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3945251.500000 Penalty: 5094.815430
	Iteration 30Q: 3 clusters Score -3945252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -3945278.500000 Penalty: 5094.815430
	Iteration 31Q: 3 clusters Score -3945278 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -3945293.750000 Penalty: 5094.815430
	Iteration 32Q: 3 clusters Score -3945294 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -3945313.500000 Penalty: 5094.815430
	Iteration 33Q: 3 clusters Score -3945314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3945313.000000 Penalty: 5094.815430
	Iteration 34Q: 3 clusters Score -3945313 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -3945319.750000 Penalty: 5094.815430
	Iteration 35Q: 3 clusters Score -3945320 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -3945312.000000 Penalty: 5094.815430
	Iteration 36Q: 3 clusters Score -3945312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3945324.000000 Penalty: 5094.815430
	Iteration 37Q: 3 clusters Score -3945324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -3945330.250000 Penalty: 5094.815430
	Iteration 38Q: 3 clusters Score -3945330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -3945345.500000 Penalty: 5094.815430
	Iteration 39Q: 3 clusters Score -3945346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -3945339.000000 Penalty: 5094.815430
	Iteration 40F: 3 clusters Score -3945339 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3945333.750000 Penalty: 5094.815430
	Iteration 41Q: 3 clusters Score -3945334 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3945332.250000 Penalty: 5094.815430
	Iteration 42Q: 3 clusters Score -3945332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -3945339.500000 Penalty: 5094.815430
	Iteration 43Q: 3 clusters Score -3945340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -3945348.750000 Penalty: 5094.815430
	Iteration 44Q: 3 clusters Score -3945349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3945341.250000 Penalty: 5094.815430
	Iteration 45Q: 3 clusters Score -3945341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3945346.750000 Penalty: 5094.815430
	Iteration 46Q: 3 clusters Score -3945347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -3945350.000000 Penalty: 5094.815430
	Iteration 47Q: 3 clusters Score -3945350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -3945356.750000 Penalty: 5094.815430
	Iteration 48Q: 3 clusters Score -3945357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -3945367.250000 Penalty: 5094.815430
	Iteration 49Q: 3 clusters Score -3945367 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3945367.000000 Penalty: 5094.815430
	Iteration 50Q: 3 clusters Score -3945367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3945361.750000 Penalty: 5094.815430
	Iteration 51Q: 3 clusters Score -3945362 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -3945370.250000 Penalty: 5094.815430
	Iteration 52Q: 3 clusters Score -3945370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -3945371.000000 Penalty: 5094.815430
	Iteration 53Q: 3 clusters Score -3945371 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -3945380.750000 Penalty: 5094.815430
	Iteration 54Q: 3 clusters Score -3945381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -3945390.750000 Penalty: 5094.815430
	Iteration 55Q: 3 clusters Score -3945391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3945389.250000 Penalty: 5094.815430
	Iteration 56Q: 3 clusters Score -3945389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3945390.500000 Penalty: 5094.815430
	Iteration 57Q: 3 clusters Score -3945390 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -3945385.250000 Penalty: 5094.815430
	Iteration 58Q: 3 clusters Score -3945385 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -3945391.000000 Penalty: 5094.815430
	Iteration 59Q: 3 clusters Score -3945391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -3945394.250000 Penalty: 5094.815430
	Iteration 60F: 3 clusters Score -3945394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3945391.750000 Penalty: 5094.815430
	Iteration 61Q: 3 clusters Score -3945392 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -3945391.500000 Penalty: 5094.815430
	Iteration 62Q: 3 clusters Score -3945392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -3945390.750000 Penalty: 5094.815430
	Iteration 63Q: 3 clusters Score -3945391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -3945390.250000 Penalty: 5094.815430
	Iteration 64Q: 3 clusters Score -3945390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3945397.750000 Penalty: 5094.815430
	Iteration 65Q: 3 clusters Score -3945398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3945406.500000 Penalty: 5094.815430
	Iteration 66Q: 3 clusters Score -3945406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -3945402.250000 Penalty: 5094.815430
	Iteration 67Q: 3 clusters Score -3945402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3945405.500000 Penalty: 5094.815430
	Iteration 68Q: 3 clusters Score -3945406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3945408.250000 Penalty: 5094.815430
	Iteration 69Q: 3 clusters Score -3945408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -3945396.750000 Penalty: 5094.815430
	Iteration 70Q: 3 clusters Score -3945397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -3945402.000000 Penalty: 5094.815430
	Iteration 71Q: 3 clusters Score -3945402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3945402.500000 Penalty: 5094.815430
	Iteration 72Q: 3 clusters Score -3945402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -3945405.500000 Penalty: 5094.815430
	Iteration 73Q: 3 clusters Score -3945406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -3945410.250000 Penalty: 5094.815430
	Iteration 74Q: 3 clusters Score -3945410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -3945408.750000 Penalty: 5094.815430
	Iteration 75Q: 3 clusters Score -3945409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3945405.000000 Penalty: 5094.815430
	Iteration 76Q: 3 clusters Score -3945405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -3945413.000000 Penalty: 5094.815430
	Iteration 77Q: 3 clusters Score -3945413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -3945407.000000 Penalty: 5094.815430
	Iteration 78Q: 3 clusters Score -3945407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3945403.750000 Penalty: 5094.815430
	Iteration 79Q: 3 clusters Score -3945404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -3945403.500000 Penalty: 5094.815430
	Iteration 80F: 3 clusters Score -3945404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -3945407.500000 Penalty: 5094.815430
	Iteration 81Q: 3 clusters Score -3945408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3945412.250000 Penalty: 5094.815430
	Iteration 82Q: 3 clusters Score -3945412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3945414.250000 Penalty: 5094.815430
	Iteration 83Q: 3 clusters Score -3945414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -3945413.000000 Penalty: 5094.815430
	Iteration 84Q: 3 clusters Score -3945413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -3945412.000000 Penalty: 5094.815430
	Iteration 85Q: 3 clusters Score -3945412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -3945404.500000 Penalty: 5094.815430
	Iteration 86Q: 3 clusters Score -3945404 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -3945410.250000 Penalty: 5094.815430
	Iteration 87Q: 3 clusters Score -3945410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -3945416.500000 Penalty: 5094.815430
	Iteration 88Q: 3 clusters Score -3945416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3945425.750000 Penalty: 5094.815430
	Iteration 89Q: 3 clusters Score -3945426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -3945422.750000 Penalty: 5094.815430
	Iteration 90Q: 3 clusters Score -3945423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -3945418.500000 Penalty: 5094.815430
	Iteration 91Q: 3 clusters Score -3945418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -3945417.500000 Penalty: 5094.815430
	Iteration 92Q: 3 clusters Score -3945418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3945414.500000 Penalty: 5094.815430
	Iteration 93Q: 3 clusters Score -3945414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -3945421.000000 Penalty: 5094.815430
	Iteration 94Q: 3 clusters Score -3945421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -3945416.500000 Penalty: 5094.815430
	Iteration 95Q: 3 clusters Score -3945416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -3945411.000000 Penalty: 5094.815430
	Iteration 96Q: 3 clusters Score -3945411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -3945415.000000 Penalty: 5094.815430
	Iteration 97Q: 3 clusters Score -3945415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -3945415.500000 Penalty: 5094.815430
	Iteration 98Q: 3 clusters Score -3945416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3945417.000000 Penalty: 5094.815430
	Iteration 99Q: 3 clusters Score -3945417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -3945424.250000 Penalty: 5094.815430
	Iteration 100F: 3 clusters Score -3945424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3945423.000000 Penalty: 5094.815430
	Iteration 101Q: 3 clusters Score -3945423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -3945417.750000 Penalty: 5094.815430
	Iteration 102Q: 3 clusters Score -3945418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3945415.750000 Penalty: 5094.815430
	Iteration 103Q: 3 clusters Score -3945416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3945413.500000 Penalty: 5094.815430
	Iteration 104Q: 3 clusters Score -3945414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3945413.500000 Penalty: 5094.815430
	Iteration 105F: 3 clusters Score -3945414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Entering Unmasked Estep 
Score: -1607652.000000 Penalty: 2336.931396
	Iteration 0F: 2 clusters Score -1607652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1598486.500000 Penalty: 4673.862793
	Iteration 0F: 3 clusters Score -1598486 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1601130.375000 Penalty: 4673.862793
	Iteration 1F: 3 clusters Score -1601130 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1601463.625000 Penalty: 4673.862793
	Iteration 2F: 3 clusters Score -1601464 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1601741.375000 Penalty: 4673.862793
	Iteration 3F: 3 clusters Score -1601741 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1602025.750000 Penalty: 4673.862793
	Iteration 4Q: 3 clusters Score -1602026 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1602304.125000 Penalty: 4673.862793
	Iteration 5Q: 3 clusters Score -1602304 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1602636.750000 Penalty: 4673.862793
	Iteration 6Q: 3 clusters Score -1602637 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1603015.250000 Penalty: 4673.862793
	Iteration 7Q: 3 clusters Score -1603015 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1603497.000000 Penalty: 4673.862793
	Iteration 8F: 3 clusters Score -1603497 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1604066.750000 Penalty: 4673.862793
	Iteration 9F: 3 clusters Score -1604067 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1604716.500000 Penalty: 4673.862793
	Iteration 10F: 3 clusters Score -1604716 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1605289.750000 Penalty: 4673.862793
	Iteration 11Q: 3 clusters Score -1605290 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1605739.625000 Penalty: 4673.862793
	Iteration 12Q: 3 clusters Score -1605740 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1606064.000000 Penalty: 4673.862793
	Iteration 13Q: 3 clusters Score -1606064 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1606266.125000 Penalty: 4673.862793
	Iteration 14Q: 3 clusters Score -1606266 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1606364.375000 Penalty: 4673.862793
	Iteration 15Q: 3 clusters Score -1606364 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1606409.125000 Penalty: 4673.862793
	Iteration 16Q: 3 clusters Score -1606409 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1606441.125000 Penalty: 4673.862793
	Iteration 17Q: 3 clusters Score -1606441 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1606460.750000 Penalty: 4673.862793
	Iteration 18Q: 3 clusters Score -1606461 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1606471.000000 Penalty: 4673.862793
	Iteration 19Q: 3 clusters Score -1606471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1606479.375000 Penalty: 4673.862793
	Iteration 20F: 3 clusters Score -1606479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1606480.500000 Penalty: 4673.862793
	Iteration 21Q: 3 clusters Score -1606480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1606485.750000 Penalty: 4673.862793
	Iteration 22Q: 3 clusters Score -1606486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1606487.250000 Penalty: 4673.862793
	Iteration 23Q: 3 clusters Score -1606487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1606486.625000 Penalty: 4673.862793
	Iteration 24Q: 3 clusters Score -1606487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1606488.125000 Penalty: 4673.862793
	Iteration 25Q: 3 clusters Score -1606488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1606488.125000 Penalty: 4673.862793
	Iteration 26F: 3 clusters Score -1606488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Entering Unmasked Estep 
Score: -753982.500000 Penalty: 2142.090576
	Iteration 0F: 2 clusters Score -753982.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -749065.187500 Penalty: 4284.181152
	Iteration 0F: 3 clusters Score -749065.2 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -750270.125000 Penalty: 4284.181152
	Iteration 1F: 3 clusters Score -750270.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -750636.187500 Penalty: 4284.181152
	Iteration 2F: 3 clusters Score -750636.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -751048.000000 Penalty: 4284.181152
	Iteration 3F: 3 clusters Score -751048 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -751434.625000 Penalty: 4284.181152
	Iteration 4F: 3 clusters Score -751434.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -751772.062500 Penalty: 4284.181152
	Iteration 5F: 3 clusters Score -751772.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -752000.875000 Penalty: 4284.181152
	Iteration 6F: 3 clusters Score -752000.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -752130.875000 Penalty: 4284.181152
	Iteration 7Q: 3 clusters Score -752130.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -752220.812500 Penalty: 4284.181152
	Iteration 8Q: 3 clusters Score -752220.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -752276.875000 Penalty: 4284.181152
	Iteration 9Q: 3 clusters Score -752276.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -752322.187500 Penalty: 4284.181152
	Iteration 10Q: 3 clusters Score -752322.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -752349.937500 Penalty: 4284.181152
	Iteration 11Q: 3 clusters Score -752349.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -752370.500000 Penalty: 4284.181152
	Iteration 12Q: 3 clusters Score -752370.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -752384.375000 Penalty: 4284.181152
	Iteration 13Q: 3 clusters Score -752384.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -752400.062500 Penalty: 4284.181152
	Iteration 14Q: 3 clusters Score -752400.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -752407.562500 Penalty: 4284.181152
	Iteration 15Q: 3 clusters Score -752407.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -752416.750000 Penalty: 4284.181152
	Iteration 16Q: 3 clusters Score -752416.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -752423.312500 Penalty: 4284.181152
	Iteration 17Q: 3 clusters Score -752423.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -752427.312500 Penalty: 4284.181152
	Iteration 18Q: 3 clusters Score -752427.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -752432.750000 Penalty: 4284.181152
	Iteration 19Q: 3 clusters Score -752432.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -752436.750000 Penalty: 4284.181152
	Iteration 20F: 3 clusters Score -752436.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -752438.125000 Penalty: 4284.181152
	Iteration 21Q: 3 clusters Score -752438.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -752439.500000 Penalty: 4284.181152
	Iteration 22Q: 3 clusters Score -752439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -752439.812500 Penalty: 4284.181152
	Iteration 23Q: 3 clusters Score -752439.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -752439.812500 Penalty: 4284.181152
	Iteration 24F: 3 clusters Score -752439.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Entering Unmasked Estep 
Score: -4483150.500000 Penalty: 2581.464355
	Iteration 0F: 2 clusters Score -4483150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -4460618.000000 Penalty: 5162.928711
	Iteration 0F: 3 clusters Score -4460618 nChanged 14927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -4468693.500000 Penalty: 5162.928711
	Iteration 1F: 3 clusters Score -4468694 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -4469273.500000 Penalty: 5162.928711
	Iteration 2Q: 3 clusters Score -4469274 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -4469815.000000 Penalty: 5162.928711
	Iteration 3Q: 3 clusters Score -4469815 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -4470488.000000 Penalty: 5162.928711
	Iteration 4Q: 3 clusters Score -4470488 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -4471379.500000 Penalty: 5162.928711
	Iteration 5F: 3 clusters Score -4471380 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -4472612.000000 Penalty: 5162.928711
	Iteration 6F: 3 clusters Score -4472612 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -4474071.500000 Penalty: 5162.928711
	Iteration 7F: 3 clusters Score -4474072 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -4475542.000000 Penalty: 5162.928711
	Iteration 8F: 3 clusters Score -4475542 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -4476778.000000 Penalty: 5162.928711
	Iteration 9F: 3 clusters Score -4476778 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -4477673.000000 Penalty: 5162.928711
	Iteration 10Q: 3 clusters Score -4477673 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -4478377.500000 Penalty: 5162.928711
	Iteration 11Q: 3 clusters Score -4478378 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -4478987.500000 Penalty: 5162.928711
	Iteration 12Q: 3 clusters Score -4478988 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -4479469.500000 Penalty: 5162.928711
	Iteration 13Q: 3 clusters Score -4479470 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -4479892.500000 Penalty: 5162.928711
	Iteration 14Q: 3 clusters Score -4479892 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4480221.500000 Penalty: 5162.928711
	Iteration 15Q: 3 clusters Score -4480222 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -4480464.500000 Penalty: 5162.928711
	Iteration 16Q: 3 clusters Score -4480464 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -4480644.500000 Penalty: 5162.928711
	Iteration 17Q: 3 clusters Score -4480644 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4480744.000000 Penalty: 5162.928711
	Iteration 18Q: 3 clusters Score -4480744 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -4480811.000000 Penalty: 5162.928711
	Iteration 19Q: 3 clusters Score -4480811 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -4480876.500000 Penalty: 5162.928711
	Iteration 20F: 3 clusters Score -4480876 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 31979 members 
Entering Unmasked Estep 
Score: -4480908.500000 Penalty: 5162.928711
	Iteration 21Q: 3 clusters Score -4480908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -4480930.500000 Penalty: 5162.928711
	Iteration 22Q: 3 clusters Score -4480930 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -4480950.500000 Penalty: 5162.928711
	Iteration 23Q: 3 clusters Score -4480950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -4480972.000000 Penalty: 5162.928711
	Iteration 24Q: 3 clusters Score -4480972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -4480974.000000 Penalty: 5162.928711
	Iteration 25Q: 3 clusters Score -4480974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -4480991.000000 Penalty: 5162.928711
	Iteration 26Q: 3 clusters Score -4480991 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -4480999.500000 Penalty: 5162.928711
	Iteration 27Q: 3 clusters Score -4481000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -4481002.500000 Penalty: 5162.928711
	Iteration 28Q: 3 clusters Score -4481002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 32212 members 
Entering Unmasked Estep 
Score: -4481014.000000 Penalty: 5162.928711
	Iteration 29Q: 3 clusters Score -4481014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -4481013.500000 Penalty: 5162.928711
	Iteration 30Q: 3 clusters Score -4481014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -4481019.500000 Penalty: 5162.928711
	Iteration 31Q: 3 clusters Score -4481020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4481024.000000 Penalty: 5162.928711
	Iteration 32Q: 3 clusters Score -4481024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -4481026.000000 Penalty: 5162.928711
	Iteration 33Q: 3 clusters Score -4481026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4481035.500000 Penalty: 5162.928711
	Iteration 34Q: 3 clusters Score -4481036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 32264 members 
Entering Unmasked Estep 
Score: -4481039.500000 Penalty: 5162.928711
	Iteration 35Q: 3 clusters Score -4481040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -4481039.500000 Penalty: 5162.928711
	Iteration 36Q: 3 clusters Score -4481040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -4481039.500000 Penalty: 5162.928711
	Iteration 37Q: 3 clusters Score -4481040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4481039.000000 Penalty: 5162.928711
	Iteration 38Q: 3 clusters Score -4481039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -4481045.500000 Penalty: 5162.928711
	Iteration 39Q: 3 clusters Score -4481046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4481047.500000 Penalty: 5162.928711
	Iteration 40F: 3 clusters Score -4481048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4481052.500000 Penalty: 5162.928711
	Iteration 41Q: 3 clusters Score -4481052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 32308 members 
Entering Unmasked Estep 
Score: -4481057.000000 Penalty: 5162.928711
	Iteration 42Q: 3 clusters Score -4481057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -4481055.500000 Penalty: 5162.928711
	Iteration 43Q: 3 clusters Score -4481056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 32312 members 
Entering Unmasked Estep 
Score: -4481052.500000 Penalty: 5162.928711
	Iteration 44Q: 3 clusters Score -4481052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4481057.000000 Penalty: 5162.928711
	Iteration 45Q: 3 clusters Score -4481057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -4481062.000000 Penalty: 5162.928711
	Iteration 46Q: 3 clusters Score -4481062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 32315 members 
Entering Unmasked Estep 
Score: -4481060.000000 Penalty: 5162.928711
	Iteration 47Q: 3 clusters Score -4481060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4481065.000000 Penalty: 5162.928711
	Iteration 48Q: 3 clusters Score -4481065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -4481065.000000 Penalty: 5162.928711
	Iteration 49Q: 3 clusters Score -4481065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4481069.000000 Penalty: 5162.928711
	Iteration 50Q: 3 clusters Score -4481069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -4481066.000000 Penalty: 5162.928711
	Iteration 51Q: 3 clusters Score -4481066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4481061.000000 Penalty: 5162.928711
	Iteration 52Q: 3 clusters Score -4481061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 32327 members 
Entering Unmasked Estep 
Score: -4481064.500000 Penalty: 5162.928711
	Iteration 53Q: 3 clusters Score -4481064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -4481064.000000 Penalty: 5162.928711
	Iteration 54Q: 3 clusters Score -4481064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4481061.500000 Penalty: 5162.928711
	Iteration 55Q: 3 clusters Score -4481062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -4481061.500000 Penalty: 5162.928711
	Iteration 56F: 3 clusters Score -4481062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Entering Unmasked Estep 
Score: -680606.937500 Penalty: 2119.594482
	Iteration 0F: 2 clusters Score -680606.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -676013.312500 Penalty: 4239.188965
	Iteration 0F: 3 clusters Score -676013.3 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -676995.500000 Penalty: 4239.188965
	Iteration 1F: 3 clusters Score -676995.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -677188.687500 Penalty: 4239.188965
	Iteration 2F: 3 clusters Score -677188.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -677345.375000 Penalty: 4239.188965
	Iteration 3F: 3 clusters Score -677345.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -677477.625000 Penalty: 4239.188965
	Iteration 4Q: 3 clusters Score -677477.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -677550.687500 Penalty: 4239.188965
	Iteration 5Q: 3 clusters Score -677550.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -677620.750000 Penalty: 4239.188965
	Iteration 6Q: 3 clusters Score -677620.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -677667.437500 Penalty: 4239.188965
	Iteration 7Q: 3 clusters Score -677667.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -677700.437500 Penalty: 4239.188965
	Iteration 8Q: 3 clusters Score -677700.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -677737.937500 Penalty: 4239.188965
	Iteration 9Q: 3 clusters Score -677737.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -677782.937500 Penalty: 4239.188965
	Iteration 10Q: 3 clusters Score -677782.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -677837.312500 Penalty: 4239.188965
	Iteration 11Q: 3 clusters Score -677837.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -677884.687500 Penalty: 4239.188965
	Iteration 12Q: 3 clusters Score -677884.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -677926.125000 Penalty: 4239.188965
	Iteration 13Q: 3 clusters Score -677926.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -677965.125000 Penalty: 4239.188965
	Iteration 14Q: 3 clusters Score -677965.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -678015.062500 Penalty: 4239.188965
	Iteration 15Q: 3 clusters Score -678015.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -678079.687500 Penalty: 4239.188965
	Iteration 16Q: 3 clusters Score -678079.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -678145.750000 Penalty: 4239.188965
	Iteration 17Q: 3 clusters Score -678145.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -678216.812500 Penalty: 4239.188965
	Iteration 18Q: 3 clusters Score -678216.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -678289.625000 Penalty: 4239.188965
	Iteration 19Q: 3 clusters Score -678289.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -678346.875000 Penalty: 4239.188965
	Iteration 20F: 3 clusters Score -678346.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -678394.937500 Penalty: 4239.188965
	Iteration 21Q: 3 clusters Score -678394.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -678429.687500 Penalty: 4239.188965
	Iteration 22Q: 3 clusters Score -678429.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -678464.812500 Penalty: 4239.188965
	Iteration 23Q: 3 clusters Score -678464.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -678506.687500 Penalty: 4239.188965
	Iteration 24Q: 3 clusters Score -678506.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -678549.312500 Penalty: 4239.188965
	Iteration 25Q: 3 clusters Score -678549.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -678584.437500 Penalty: 4239.188965
	Iteration 26Q: 3 clusters Score -678584.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -678615.312500 Penalty: 4239.188965
	Iteration 27Q: 3 clusters Score -678615.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -678637.625000 Penalty: 4239.188965
	Iteration 28Q: 3 clusters Score -678637.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -678667.000000 Penalty: 4239.188965
	Iteration 29Q: 3 clusters Score -678667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -678688.375000 Penalty: 4239.188965
	Iteration 30Q: 3 clusters Score -678688.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -678697.562500 Penalty: 4239.188965
	Iteration 31Q: 3 clusters Score -678697.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -678706.812500 Penalty: 4239.188965
	Iteration 32Q: 3 clusters Score -678706.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -678715.000000 Penalty: 4239.188965
	Iteration 33Q: 3 clusters Score -678715 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -678729.812500 Penalty: 4239.188965
	Iteration 34Q: 3 clusters Score -678729.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -678741.437500 Penalty: 4239.188965
	Iteration 35Q: 3 clusters Score -678741.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -678757.312500 Penalty: 4239.188965
	Iteration 36Q: 3 clusters Score -678757.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -678767.375000 Penalty: 4239.188965
	Iteration 37Q: 3 clusters Score -678767.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -678774.187500 Penalty: 4239.188965
	Iteration 38Q: 3 clusters Score -678774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -678778.437500 Penalty: 4239.188965
	Iteration 39Q: 3 clusters Score -678778.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -678779.187500 Penalty: 4239.188965
	Iteration 40F: 3 clusters Score -678779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -678782.750000 Penalty: 4239.188965
	Iteration 41Q: 3 clusters Score -678782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -678784.562500 Penalty: 4239.188965
	Iteration 42Q: 3 clusters Score -678784.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -678785.312500 Penalty: 4239.188965
	Iteration 43Q: 3 clusters Score -678785.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -678787.125000 Penalty: 4239.188965
	Iteration 44Q: 3 clusters Score -678787.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -678788.375000 Penalty: 4239.188965
	Iteration 45Q: 3 clusters Score -678788.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -678791.875000 Penalty: 4239.188965
	Iteration 46Q: 3 clusters Score -678791.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -678794.812500 Penalty: 4239.188965
	Iteration 47Q: 3 clusters Score -678794.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -678798.062500 Penalty: 4239.188965
	Iteration 48Q: 3 clusters Score -678798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -678801.187500 Penalty: 4239.188965
	Iteration 49Q: 3 clusters Score -678801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -678804.312500 Penalty: 4239.188965
	Iteration 50Q: 3 clusters Score -678804.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -678807.500000 Penalty: 4239.188965
	Iteration 51Q: 3 clusters Score -678807.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -678810.000000 Penalty: 4239.188965
	Iteration 52Q: 3 clusters Score -678810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -678812.812500 Penalty: 4239.188965
	Iteration 53Q: 3 clusters Score -678812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -678815.125000 Penalty: 4239.188965
	Iteration 54Q: 3 clusters Score -678815.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -678818.375000 Penalty: 4239.188965
	Iteration 55Q: 3 clusters Score -678818.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -678818.375000 Penalty: 4239.188965
	Iteration 56F: 3 clusters Score -678818.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Entering Unmasked Estep 
Score: -6959607.500000 Penalty: 2694.813721
	Iteration 0F: 2 clusters Score -6959608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -6924464.000000 Penalty: 5389.627441
	Iteration 0F: 3 clusters Score -6924464 nChanged 24230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -6938165.500000 Penalty: 5389.627441
	Iteration 1F: 3 clusters Score -6938166 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -6939097.500000 Penalty: 5389.627441
	Iteration 2Q: 3 clusters Score -6939098 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -6940312.000000 Penalty: 5389.627441
	Iteration 3F: 3 clusters Score -6940312 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -6942165.500000 Penalty: 5389.627441
	Iteration 4F: 3 clusters Score -6942166 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -6944603.000000 Penalty: 5389.627441
	Iteration 5F: 3 clusters Score -6944603 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -6947373.500000 Penalty: 5389.627441
	Iteration 6F: 3 clusters Score -6947374 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -6949825.000000 Penalty: 5389.627441
	Iteration 7F: 3 clusters Score -6949825 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -6951819.000000 Penalty: 5389.627441
	Iteration 8F: 3 clusters Score -6951819 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -6953264.500000 Penalty: 5389.627441
	Iteration 9Q: 3 clusters Score -6953264 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -6954265.000000 Penalty: 5389.627441
	Iteration 10Q: 3 clusters Score -6954265 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -6954950.000000 Penalty: 5389.627441
	Iteration 11Q: 3 clusters Score -6954950 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -6955384.000000 Penalty: 5389.627441
	Iteration 12Q: 3 clusters Score -6955384 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -6955697.000000 Penalty: 5389.627441
	Iteration 13Q: 3 clusters Score -6955697 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -6955936.500000 Penalty: 5389.627441
	Iteration 14Q: 3 clusters Score -6955936 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
Score: -6956161.500000 Penalty: 5389.627441
	Iteration 15Q: 3 clusters Score -6956162 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -6956307.500000 Penalty: 5389.627441
	Iteration 16Q: 3 clusters Score -6956308 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -6956412.000000 Penalty: 5389.627441
	Iteration 17Q: 3 clusters Score -6956412 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -6956543.000000 Penalty: 5389.627441
	Iteration 18Q: 3 clusters Score -6956543 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -6956685.000000 Penalty: 5389.627441
	Iteration 19Q: 3 clusters Score -6956685 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 47516 members 
Entering Unmasked Estep 
Score: -6956774.000000 Penalty: 5389.627441
	Iteration 20F: 3 clusters Score -6956774 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 47748 members 
Entering Unmasked Estep 
Score: -6956806.000000 Penalty: 5389.627441
	Iteration 21Q: 3 clusters Score -6956806 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -6956879.000000 Penalty: 5389.627441
	Iteration 22Q: 3 clusters Score -6956879 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -6956928.000000 Penalty: 5389.627441
	Iteration 23Q: 3 clusters Score -6956928 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 48354 members 
Entering Unmasked Estep 
Score: -6956972.000000 Penalty: 5389.627441
	Iteration 24Q: 3 clusters Score -6956972 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 48548 members 
Entering Unmasked Estep 
Score: -6957034.000000 Penalty: 5389.627441
	Iteration 25Q: 3 clusters Score -6957034 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 48726 members 
Entering Unmasked Estep 
Score: -6957089.500000 Penalty: 5389.627441
	Iteration 26Q: 3 clusters Score -6957090 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -6957144.000000 Penalty: 5389.627441
	Iteration 27Q: 3 clusters Score -6957144 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 49033 members 
Entering Unmasked Estep 
Score: -6957239.500000 Penalty: 5389.627441
	Iteration 28Q: 3 clusters Score -6957240 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 49168 members 
Entering Unmasked Estep 
Score: -6957297.500000 Penalty: 5389.627441
	Iteration 29Q: 3 clusters Score -6957298 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -6957334.500000 Penalty: 5389.627441
	Iteration 30Q: 3 clusters Score -6957334 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -6957347.500000 Penalty: 5389.627441
	Iteration 31Q: 3 clusters Score -6957348 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -6957377.500000 Penalty: 5389.627441
	Iteration 32Q: 3 clusters Score -6957378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 49522 members 
Entering Unmasked Estep 
Score: -6957389.500000 Penalty: 5389.627441
	Iteration 33Q: 3 clusters Score -6957390 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -6957416.500000 Penalty: 5389.627441
	Iteration 34Q: 3 clusters Score -6957416 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 49663 members 
Entering Unmasked Estep 
Score: -6957445.500000 Penalty: 5389.627441
	Iteration 35Q: 3 clusters Score -6957446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -6957451.000000 Penalty: 5389.627441
	Iteration 36Q: 3 clusters Score -6957451 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -6957472.500000 Penalty: 5389.627441
	Iteration 37Q: 3 clusters Score -6957472 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -6957490.000000 Penalty: 5389.627441
	Iteration 38Q: 3 clusters Score -6957490 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -6957519.500000 Penalty: 5389.627441
	Iteration 39Q: 3 clusters Score -6957520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -6957533.500000 Penalty: 5389.627441
	Iteration 40F: 3 clusters Score -6957534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -6957550.500000 Penalty: 5389.627441
	Iteration 41Q: 3 clusters Score -6957550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 50035 members 
Entering Unmasked Estep 
Score: -6957562.500000 Penalty: 5389.627441
	Iteration 42Q: 3 clusters Score -6957562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -6957560.500000 Penalty: 5389.627441
	Iteration 43Q: 3 clusters Score -6957560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -6957555.500000 Penalty: 5389.627441
	Iteration 44Q: 3 clusters Score -6957556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 50089 members 
Entering Unmasked Estep 
Score: -6957564.500000 Penalty: 5389.627441
	Iteration 45Q: 3 clusters Score -6957564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -6957570.500000 Penalty: 5389.627441
	Iteration 46Q: 3 clusters Score -6957570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 50114 members 
Entering Unmasked Estep 
Score: -6957569.500000 Penalty: 5389.627441
	Iteration 47Q: 3 clusters Score -6957570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -6957576.000000 Penalty: 5389.627441
	Iteration 48Q: 3 clusters Score -6957576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -6957572.000000 Penalty: 5389.627441
	Iteration 49Q: 3 clusters Score -6957572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -6957575.500000 Penalty: 5389.627441
	Iteration 50Q: 3 clusters Score -6957576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -6957576.000000 Penalty: 5389.627441
	Iteration 51Q: 3 clusters Score -6957576 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -6957578.500000 Penalty: 5389.627441
	Iteration 52Q: 3 clusters Score -6957578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 50229 members 
Entering Unmasked Estep 
Score: -6957582.000000 Penalty: 5389.627441
	Iteration 53Q: 3 clusters Score -6957582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 50247 members 
Entering Unmasked Estep 
Score: -6957581.000000 Penalty: 5389.627441
	Iteration 54Q: 3 clusters Score -6957581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -6957577.000000 Penalty: 5389.627441
	Iteration 55Q: 3 clusters Score -6957577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -6957590.500000 Penalty: 5389.627441
	Iteration 56Q: 3 clusters Score -6957590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -6957592.000000 Penalty: 5389.627441
	Iteration 57Q: 3 clusters Score -6957592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -6957600.500000 Penalty: 5389.627441
	Iteration 58Q: 3 clusters Score -6957600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -6957626.500000 Penalty: 5389.627441
	Iteration 59Q: 3 clusters Score -6957626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -6957612.000000 Penalty: 5389.627441
	Iteration 60F: 3 clusters Score -6957612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -6957611.500000 Penalty: 5389.627441
	Iteration 61Q: 3 clusters Score -6957612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -6957614.000000 Penalty: 5389.627441
	Iteration 62Q: 3 clusters Score -6957614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -6957624.500000 Penalty: 5389.627441
	Iteration 63Q: 3 clusters Score -6957624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -6957631.000000 Penalty: 5389.627441
	Iteration 64Q: 3 clusters Score -6957631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -6957634.000000 Penalty: 5389.627441
	Iteration 65Q: 3 clusters Score -6957634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -6957648.500000 Penalty: 5389.627441
	Iteration 66Q: 3 clusters Score -6957648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -6957645.500000 Penalty: 5389.627441
	Iteration 67Q: 3 clusters Score -6957646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -6957646.000000 Penalty: 5389.627441
	Iteration 68Q: 3 clusters Score -6957646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 50477 members 
Entering Unmasked Estep 
Score: -6957639.500000 Penalty: 5389.627441
	Iteration 69Q: 3 clusters Score -6957640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -6957648.500000 Penalty: 5389.627441
	Iteration 70Q: 3 clusters Score -6957648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -6957649.500000 Penalty: 5389.627441
	Iteration 71Q: 3 clusters Score -6957650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -6957662.000000 Penalty: 5389.627441
	Iteration 72Q: 3 clusters Score -6957662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -6957661.000000 Penalty: 5389.627441
	Iteration 73Q: 3 clusters Score -6957661 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 50529 members 
Entering Unmasked Estep 
Score: -6957655.000000 Penalty: 5389.627441
	Iteration 74Q: 3 clusters Score -6957655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -6957670.500000 Penalty: 5389.627441
	Iteration 75Q: 3 clusters Score -6957670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -6957669.500000 Penalty: 5389.627441
	Iteration 76Q: 3 clusters Score -6957670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -6957673.000000 Penalty: 5389.627441
	Iteration 77Q: 3 clusters Score -6957673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 50540 members 
Entering Unmasked Estep 
Score: -6957673.000000 Penalty: 5389.627441
	Iteration 78Q: 3 clusters Score -6957673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -6957674.500000 Penalty: 5389.627441
	Iteration 79Q: 3 clusters Score -6957674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -6957677.000000 Penalty: 5389.627441
	Iteration 80F: 3 clusters Score -6957677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 50546 members 
Entering Unmasked Estep 
Score: -6957675.000000 Penalty: 5389.627441
	Iteration 81Q: 3 clusters Score -6957675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 50548 members 
Entering Unmasked Estep 
Score: -6957670.500000 Penalty: 5389.627441
	Iteration 82Q: 3 clusters Score -6957670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 50549 members 
Entering Unmasked Estep 
Score: -6957669.500000 Penalty: 5389.627441
	Iteration 83Q: 3 clusters Score -6957670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 50550 members 
Entering Unmasked Estep 
Score: -6957666.000000 Penalty: 5389.627441
	Iteration 84Q: 3 clusters Score -6957666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -6957681.500000 Penalty: 5389.627441
	Iteration 85Q: 3 clusters Score -6957682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -6957679.500000 Penalty: 5389.627441
	Iteration 86Q: 3 clusters Score -6957680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -6957679.500000 Penalty: 5389.627441
	Iteration 87F: 3 clusters Score -6957680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Entering Unmasked Estep 
Score: -3416989.500000 Penalty: 2513.940918
	Iteration 0F: 2 clusters Score -3416990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3399629.750000 Penalty: 5027.881836
	Iteration 0F: 3 clusters Score -3399630 nChanged 11201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -3405683.000000 Penalty: 5027.881836
	Iteration 1F: 3 clusters Score -3405683 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -3406264.750000 Penalty: 5027.881836
	Iteration 2F: 3 clusters Score -3406265 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -3406817.000000 Penalty: 5027.881836
	Iteration 3F: 3 clusters Score -3406817 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -3407283.500000 Penalty: 5027.881836
	Iteration 4Q: 3 clusters Score -3407284 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -3407698.000000 Penalty: 5027.881836
	Iteration 5Q: 3 clusters Score -3407698 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3408083.250000 Penalty: 5027.881836
	Iteration 6Q: 3 clusters Score -3408083 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -3408479.250000 Penalty: 5027.881836
	Iteration 7Q: 3 clusters Score -3408479 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -3408914.500000 Penalty: 5027.881836
	Iteration 8Q: 3 clusters Score -3408914 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -3409576.750000 Penalty: 5027.881836
	Iteration 9Q: 3 clusters Score -3409577 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -3410549.250000 Penalty: 5027.881836
	Iteration 10F: 3 clusters Score -3410549 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -3411811.250000 Penalty: 5027.881836
	Iteration 11F: 3 clusters Score -3411811 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3413072.500000 Penalty: 5027.881836
	Iteration 12F: 3 clusters Score -3413072 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -3413966.250000 Penalty: 5027.881836
	Iteration 13Q: 3 clusters Score -3413966 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3414560.250000 Penalty: 5027.881836
	Iteration 14Q: 3 clusters Score -3414560 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3415006.500000 Penalty: 5027.881836
	Iteration 15Q: 3 clusters Score -3415006 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -3415393.250000 Penalty: 5027.881836
	Iteration 16Q: 3 clusters Score -3415393 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3415826.500000 Penalty: 5027.881836
	Iteration 17Q: 3 clusters Score -3415826 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3416223.500000 Penalty: 5027.881836
	Iteration 18Q: 3 clusters Score -3416224 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -3416544.500000 Penalty: 5027.881836
	Iteration 19Q: 3 clusters Score -3416544 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3416805.750000 Penalty: 5027.881836
	Iteration 20F: 3 clusters Score -3416806 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3417028.000000 Penalty: 5027.881836
	Iteration 21Q: 3 clusters Score -3417028 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -3417214.500000 Penalty: 5027.881836
	Iteration 22Q: 3 clusters Score -3417214 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -3417336.500000 Penalty: 5027.881836
	Iteration 23Q: 3 clusters Score -3417336 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -3417434.000000 Penalty: 5027.881836
	Iteration 24Q: 3 clusters Score -3417434 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -3417494.750000 Penalty: 5027.881836
	Iteration 25Q: 3 clusters Score -3417495 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3417526.000000 Penalty: 5027.881836
	Iteration 26Q: 3 clusters Score -3417526 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3417537.750000 Penalty: 5027.881836
	Iteration 27Q: 3 clusters Score -3417538 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -3417539.500000 Penalty: 5027.881836
	Iteration 28Q: 3 clusters Score -3417540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3417540.750000 Penalty: 5027.881836
	Iteration 29Q: 3 clusters Score -3417541 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -3417546.250000 Penalty: 5027.881836
	Iteration 30Q: 3 clusters Score -3417546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -3417551.000000 Penalty: 5027.881836
	Iteration 31Q: 3 clusters Score -3417551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3417562.250000 Penalty: 5027.881836
	Iteration 32Q: 3 clusters Score -3417562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -3417561.000000 Penalty: 5027.881836
	Iteration 33Q: 3 clusters Score -3417561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3417562.000000 Penalty: 5027.881836
	Iteration 34Q: 3 clusters Score -3417562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3417565.750000 Penalty: 5027.881836
	Iteration 35Q: 3 clusters Score -3417566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -3417568.250000 Penalty: 5027.881836
	Iteration 36Q: 3 clusters Score -3417568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -3417578.000000 Penalty: 5027.881836
	Iteration 37Q: 3 clusters Score -3417578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3417574.750000 Penalty: 5027.881836
	Iteration 38Q: 3 clusters Score -3417575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -3417573.000000 Penalty: 5027.881836
	Iteration 39Q: 3 clusters Score -3417573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -3417573.500000 Penalty: 5027.881836
	Iteration 40F: 3 clusters Score -3417574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -3417568.250000 Penalty: 5027.881836
	Iteration 41Q: 3 clusters Score -3417568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -3417568.750000 Penalty: 5027.881836
	Iteration 42Q: 3 clusters Score -3417569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -3417570.750000 Penalty: 5027.881836
	Iteration 43Q: 3 clusters Score -3417571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -3417575.250000 Penalty: 5027.881836
	Iteration 44Q: 3 clusters Score -3417575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -3417580.000000 Penalty: 5027.881836
	Iteration 45Q: 3 clusters Score -3417580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -3417577.500000 Penalty: 5027.881836
	Iteration 46Q: 3 clusters Score -3417578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3417581.500000 Penalty: 5027.881836
	Iteration 47Q: 3 clusters Score -3417582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3417578.250000 Penalty: 5027.881836
	Iteration 48Q: 3 clusters Score -3417578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3417577.500000 Penalty: 5027.881836
	Iteration 49Q: 3 clusters Score -3417578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -3417580.500000 Penalty: 5027.881836
	Iteration 50Q: 3 clusters Score -3417580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3417582.000000 Penalty: 5027.881836
	Iteration 51Q: 3 clusters Score -3417582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -3417582.000000 Penalty: 5027.881836
	Iteration 52F: 3 clusters Score -3417582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266619 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12371 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 52375 members 
Mstep: Class 8 contains 18261 members 
Mstep: Class 9 contains 166592 members 
Mstep: Class 10 contains 133002 members 
Mstep: Class 11 contains 28800 members 
Mstep: Class 12 contains 44934 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20958 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28884 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 6996 members 
Entering Unmasked Estep 
Score: -122239512.000000 Penalty: 98657.695312
Splitting cluster 8 changes total score from -122240032.000000 to -122239512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (166592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166592 members 
Entering Unmasked Estep 
Score: -22802176.000000 Penalty: 2981.779053
	Iteration 0F: 2 clusters Score -2.280218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 83402 members 
Entering Unmasked Estep 
Score: -22695206.000000 Penalty: 5963.558105
	Iteration 0F: 3 clusters Score -2.269521e+07 nChanged 79700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -22741474.000000 Penalty: 5963.558105
	Iteration 1F: 3 clusters Score -2.274147e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81199 members 
Mstep: Class 2 contains 85393 members 
Entering Unmasked Estep 
Score: -22742656.000000 Penalty: 5963.558105
	Iteration 2Q: 3 clusters Score -2.274266e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80143 members 
Mstep: Class 2 contains 86449 members 
Entering Unmasked Estep 
Score: -22744202.000000 Penalty: 5963.558105
	Iteration 3Q: 3 clusters Score -2.27442e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78373 members 
Mstep: Class 2 contains 88219 members 
Entering Unmasked Estep 
Score: -22746376.000000 Penalty: 5963.558105
	Iteration 4Q: 3 clusters Score -2.274638e+07 nChanged 7630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 91123 members 
Entering Unmasked Estep 
Score: -22749544.000000 Penalty: 5963.558105
	Iteration 5Q: 3 clusters Score -2.274954e+07 nChanged 9171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 95586 members 
Entering Unmasked Estep 
Score: -22754436.000000 Penalty: 5963.558105
	Iteration 6F: 3 clusters Score -2.275444e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64776 members 
Mstep: Class 2 contains 101816 members 
Entering Unmasked Estep 
Score: -22761534.000000 Penalty: 5963.558105
	Iteration 7F: 3 clusters Score -2.276153e+07 nChanged 11725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 109353 members 
Entering Unmasked Estep 
Score: -22771280.000000 Penalty: 5963.558105
	Iteration 8F: 3 clusters Score -2.277128e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 116558 members 
Entering Unmasked Estep 
Score: -22781530.000000 Penalty: 5963.558105
	Iteration 9F: 3 clusters Score -2.278153e+07 nChanged 8770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 121958 members 
Entering Unmasked Estep 
Score: -22789266.000000 Penalty: 5963.558105
	Iteration 10F: 3 clusters Score -2.278927e+07 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 125982 members 
Entering Unmasked Estep 
Score: -22793500.000000 Penalty: 5963.558105
	Iteration 11Q: 3 clusters Score -2.27935e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 129244 members 
Entering Unmasked Estep 
Score: -22795456.000000 Penalty: 5963.558105
	Iteration 12Q: 3 clusters Score -2.279546e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34575 members 
Mstep: Class 2 contains 132017 members 
Entering Unmasked Estep 
Score: -22796522.000000 Penalty: 5963.558105
	Iteration 13Q: 3 clusters Score -2.279652e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 134425 members 
Entering Unmasked Estep 
Score: -22797326.000000 Penalty: 5963.558105
	Iteration 14Q: 3 clusters Score -2.279733e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 136555 members 
Entering Unmasked Estep 
Score: -22797696.000000 Penalty: 5963.558105
	Iteration 15Q: 3 clusters Score -2.27977e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 138464 members 
Entering Unmasked Estep 
Score: -22798080.000000 Penalty: 5963.558105
	Iteration 16Q: 3 clusters Score -2.279808e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 140180 members 
Entering Unmasked Estep 
Score: -22798286.000000 Penalty: 5963.558105
	Iteration 17Q: 3 clusters Score -2.279829e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 141790 members 
Entering Unmasked Estep 
Score: -22798564.000000 Penalty: 5963.558105
	Iteration 18Q: 3 clusters Score -2.279856e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 143263 members 
Entering Unmasked Estep 
Score: -22798728.000000 Penalty: 5963.558105
	Iteration 19Q: 3 clusters Score -2.279873e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 144598 members 
Entering Unmasked Estep 
Score: -22798848.000000 Penalty: 5963.558105
	Iteration 20F: 3 clusters Score -2.279885e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 145858 members 
Entering Unmasked Estep 
Score: -22799068.000000 Penalty: 5963.558105
	Iteration 21Q: 3 clusters Score -2.279907e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 147091 members 
Entering Unmasked Estep 
Score: -22799118.000000 Penalty: 5963.558105
	Iteration 22Q: 3 clusters Score -2.279912e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 148291 members 
Entering Unmasked Estep 
Score: -22799146.000000 Penalty: 5963.558105
	Iteration 23Q: 3 clusters Score -2.279915e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 149434 members 
Entering Unmasked Estep 
Score: -22799280.000000 Penalty: 5963.558105
	Iteration 24Q: 3 clusters Score -2.279928e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 150468 members 
Entering Unmasked Estep 
Score: -22799316.000000 Penalty: 5963.558105
	Iteration 25Q: 3 clusters Score -2.279932e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 151462 members 
Entering Unmasked Estep 
Score: -22799502.000000 Penalty: 5963.558105
	Iteration 26Q: 3 clusters Score -2.27995e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 152401 members 
Entering Unmasked Estep 
Score: -22799606.000000 Penalty: 5963.558105
	Iteration 27Q: 3 clusters Score -2.279961e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 153239 members 
Entering Unmasked Estep 
Score: -22799696.000000 Penalty: 5963.558105
	Iteration 28Q: 3 clusters Score -2.27997e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 154022 members 
Entering Unmasked Estep 
Score: -22799874.000000 Penalty: 5963.558105
	Iteration 29Q: 3 clusters Score -2.279987e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 154773 members 
Entering Unmasked Estep 
Score: -22799952.000000 Penalty: 5963.558105
	Iteration 30Q: 3 clusters Score -2.279995e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 155478 members 
Entering Unmasked Estep 
Score: -22800024.000000 Penalty: 5963.558105
	Iteration 31Q: 3 clusters Score -2.280002e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 156136 members 
Entering Unmasked Estep 
Score: -22800128.000000 Penalty: 5963.558105
	Iteration 32Q: 3 clusters Score -2.280013e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 156748 members 
Entering Unmasked Estep 
Score: -22800300.000000 Penalty: 5963.558105
	Iteration 33Q: 3 clusters Score -2.28003e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 157315 members 
Entering Unmasked Estep 
Score: -22800390.000000 Penalty: 5963.558105
	Iteration 34Q: 3 clusters Score -2.280039e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 157840 members 
Entering Unmasked Estep 
Score: -22800464.000000 Penalty: 5963.558105
	Iteration 35Q: 3 clusters Score -2.280046e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 158318 members 
Entering Unmasked Estep 
Score: -22800610.000000 Penalty: 5963.558105
	Iteration 36Q: 3 clusters Score -2.280061e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 158761 members 
Entering Unmasked Estep 
Score: -22800832.000000 Penalty: 5963.558105
	Iteration 37Q: 3 clusters Score -2.280083e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 159155 members 
Entering Unmasked Estep 
Score: -22800912.000000 Penalty: 5963.558105
	Iteration 38Q: 3 clusters Score -2.280091e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 159485 members 
Entering Unmasked Estep 
Score: -22800904.000000 Penalty: 5963.558105
	Iteration 39Q: 3 clusters Score -2.28009e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 159782 members 
Entering Unmasked Estep 
Score: -22800938.000000 Penalty: 5963.558105
	Iteration 40F: 3 clusters Score -2.280094e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 160038 members 
Entering Unmasked Estep 
Score: -22801008.000000 Penalty: 5963.558105
	Iteration 41Q: 3 clusters Score -2.280101e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 160241 members 
Entering Unmasked Estep 
Score: -22801016.000000 Penalty: 5963.558105
	Iteration 42Q: 3 clusters Score -2.280102e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 160400 members 
Entering Unmasked Estep 
Score: -22801038.000000 Penalty: 5963.558105
	Iteration 43Q: 3 clusters Score -2.280104e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 160547 members 
Entering Unmasked Estep 
Score: -22801042.000000 Penalty: 5963.558105
	Iteration 44Q: 3 clusters Score -2.280104e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 160686 members 
Entering Unmasked Estep 
Score: -22801058.000000 Penalty: 5963.558105
	Iteration 45Q: 3 clusters Score -2.280106e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 160788 members 
Entering Unmasked Estep 
Score: -22801024.000000 Penalty: 5963.558105
	Iteration 46Q: 3 clusters Score -2.280102e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 160878 members 
Entering Unmasked Estep 
Score: -22801068.000000 Penalty: 5963.558105
	Iteration 47Q: 3 clusters Score -2.280107e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 160945 members 
Entering Unmasked Estep 
Score: -22801070.000000 Penalty: 5963.558105
	Iteration 48Q: 3 clusters Score -2.280107e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 161015 members 
Entering Unmasked Estep 
Score: -22801082.000000 Penalty: 5963.558105
	Iteration 49Q: 3 clusters Score -2.280108e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 161063 members 
Entering Unmasked Estep 
Score: -22801082.000000 Penalty: 5963.558105
	Iteration 50Q: 3 clusters Score -2.280108e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 161115 members 
Entering Unmasked Estep 
Score: -22801120.000000 Penalty: 5963.558105
	Iteration 51Q: 3 clusters Score -2.280112e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 161170 members 
Entering Unmasked Estep 
Score: -22801142.000000 Penalty: 5963.558105
	Iteration 52Q: 3 clusters Score -2.280114e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 161225 members 
Entering Unmasked Estep 
Score: -22801130.000000 Penalty: 5963.558105
	Iteration 53Q: 3 clusters Score -2.280113e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 161281 members 
Entering Unmasked Estep 
Score: -22801104.000000 Penalty: 5963.558105
	Iteration 54Q: 3 clusters Score -2.28011e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 161322 members 
Entering Unmasked Estep 
Score: -22801158.000000 Penalty: 5963.558105
	Iteration 55Q: 3 clusters Score -2.280116e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 161364 members 
Entering Unmasked Estep 
Score: -22801166.000000 Penalty: 5963.558105
	Iteration 56Q: 3 clusters Score -2.280117e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 161410 members 
Entering Unmasked Estep 
Score: -22801148.000000 Penalty: 5963.558105
	Iteration 57Q: 3 clusters Score -2.280115e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 161454 members 
Entering Unmasked Estep 
Score: -22801148.000000 Penalty: 5963.558105
	Iteration 58Q: 3 clusters Score -2.280115e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 161488 members 
Entering Unmasked Estep 
Score: -22801146.000000 Penalty: 5963.558105
	Iteration 59Q: 3 clusters Score -2.280115e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 161523 members 
Entering Unmasked Estep 
Score: -22801176.000000 Penalty: 5963.558105
	Iteration 60F: 3 clusters Score -2.280118e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 161549 members 
Entering Unmasked Estep 
Score: -22801142.000000 Penalty: 5963.558105
	Iteration 61Q: 3 clusters Score -2.280114e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 161575 members 
Entering Unmasked Estep 
Score: -22801152.000000 Penalty: 5963.558105
	Iteration 62Q: 3 clusters Score -2.280115e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 161599 members 
Entering Unmasked Estep 
Score: -22801180.000000 Penalty: 5963.558105
	Iteration 63Q: 3 clusters Score -2.280118e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 161622 members 
Entering Unmasked Estep 
Score: -22801166.000000 Penalty: 5963.558105
	Iteration 64Q: 3 clusters Score -2.280117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 161649 members 
Entering Unmasked Estep 
Score: -22801150.000000 Penalty: 5963.558105
	Iteration 65Q: 3 clusters Score -2.280115e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 161678 members 
Entering Unmasked Estep 
Score: -22801172.000000 Penalty: 5963.558105
	Iteration 66Q: 3 clusters Score -2.280117e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 161702 members 
Entering Unmasked Estep 
Score: -22801178.000000 Penalty: 5963.558105
	Iteration 67Q: 3 clusters Score -2.280118e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 161725 members 
Entering Unmasked Estep 
Score: -22801176.000000 Penalty: 5963.558105
	Iteration 68Q: 3 clusters Score -2.280118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 161745 members 
Entering Unmasked Estep 
Score: -22801166.000000 Penalty: 5963.558105
	Iteration 69Q: 3 clusters Score -2.280117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 161756 members 
Entering Unmasked Estep 
Score: -22801156.000000 Penalty: 5963.558105
	Iteration 70Q: 3 clusters Score -2.280116e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 161767 members 
Entering Unmasked Estep 
Score: -22801176.000000 Penalty: 5963.558105
	Iteration 71Q: 3 clusters Score -2.280118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 161779 members 
Entering Unmasked Estep 
Score: -22801176.000000 Penalty: 5963.558105
	Iteration 72Q: 3 clusters Score -2.280118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 161788 members 
Entering Unmasked Estep 
Score: -22801182.000000 Penalty: 5963.558105
	Iteration 73Q: 3 clusters Score -2.280118e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 161796 members 
Entering Unmasked Estep 
Score: -22801190.000000 Penalty: 5963.558105
	Iteration 74Q: 3 clusters Score -2.280119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 161807 members 
Entering Unmasked Estep 
Score: -22801180.000000 Penalty: 5963.558105
	Iteration 75Q: 3 clusters Score -2.280118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 161821 members 
Entering Unmasked Estep 
Score: -22801174.000000 Penalty: 5963.558105
	Iteration 76Q: 3 clusters Score -2.280117e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 161835 members 
Entering Unmasked Estep 
Score: -22801194.000000 Penalty: 5963.558105
	Iteration 77Q: 3 clusters Score -2.280119e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 161853 members 
Entering Unmasked Estep 
Score: -22801192.000000 Penalty: 5963.558105
	Iteration 78Q: 3 clusters Score -2.280119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 161862 members 
Entering Unmasked Estep 
Score: -22801194.000000 Penalty: 5963.558105
	Iteration 79Q: 3 clusters Score -2.280119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 161873 members 
Entering Unmasked Estep 
Score: -22801186.000000 Penalty: 5963.558105
	Iteration 80F: 3 clusters Score -2.280119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 161888 members 
Entering Unmasked Estep 
Score: -22801184.000000 Penalty: 5963.558105
	Iteration 81Q: 3 clusters Score -2.280118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 161903 members 
Entering Unmasked Estep 
Score: -22801148.000000 Penalty: 5963.558105
	Iteration 82Q: 3 clusters Score -2.280115e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 161917 members 
Entering Unmasked Estep 
Score: -22801180.000000 Penalty: 5963.558105
	Iteration 83Q: 3 clusters Score -2.280118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 161925 members 
Entering Unmasked Estep 
Score: -22801192.000000 Penalty: 5963.558105
	Iteration 84Q: 3 clusters Score -2.280119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 161934 members 
Entering Unmasked Estep 
Score: -22801202.000000 Penalty: 5963.558105
	Iteration 85Q: 3 clusters Score -2.28012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 161943 members 
Entering Unmasked Estep 
Score: -22801184.000000 Penalty: 5963.558105
	Iteration 86Q: 3 clusters Score -2.280118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 161949 members 
Entering Unmasked Estep 
Score: -22801210.000000 Penalty: 5963.558105
	Iteration 87Q: 3 clusters Score -2.280121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 161954 members 
Entering Unmasked Estep 
Score: -22801198.000000 Penalty: 5963.558105
	Iteration 88Q: 3 clusters Score -2.28012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 161961 members 
Entering Unmasked Estep 
Score: -22801212.000000 Penalty: 5963.558105
	Iteration 89Q: 3 clusters Score -2.280121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 161965 members 
Entering Unmasked Estep 
Score: -22801204.000000 Penalty: 5963.558105
	Iteration 90Q: 3 clusters Score -2.28012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 161973 members 
Entering Unmasked Estep 
Score: -22801222.000000 Penalty: 5963.558105
	Iteration 91Q: 3 clusters Score -2.280122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 161978 members 
Entering Unmasked Estep 
Score: -22801208.000000 Penalty: 5963.558105
	Iteration 92Q: 3 clusters Score -2.280121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 161981 members 
Entering Unmasked Estep 
Score: -22801200.000000 Penalty: 5963.558105
	Iteration 93Q: 3 clusters Score -2.28012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 161984 members 
Entering Unmasked Estep 
Score: -22801204.000000 Penalty: 5963.558105
	Iteration 94Q: 3 clusters Score -2.28012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 161986 members 
Entering Unmasked Estep 
Score: -22801188.000000 Penalty: 5963.558105
	Iteration 95Q: 3 clusters Score -2.280119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 161990 members 
Entering Unmasked Estep 
Score: -22801196.000000 Penalty: 5963.558105
	Iteration 96Q: 3 clusters Score -2.28012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 161992 members 
Entering Unmasked Estep 
Score: -22801198.000000 Penalty: 5963.558105
	Iteration 97Q: 3 clusters Score -2.28012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 161992 members 
Entering Unmasked Estep 
Score: -22801194.000000 Penalty: 5963.558105
	Iteration 98Q: 3 clusters Score -2.280119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 161992 members 
Entering Unmasked Estep 
Score: -22801184.000000 Penalty: 5963.558105
	Iteration 99Q: 3 clusters Score -2.280118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 161994 members 
Entering Unmasked Estep 
Score: -22801194.000000 Penalty: 5963.558105
	Iteration 100F: 3 clusters Score -2.280119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -22801192.000000 Penalty: 5963.558105
	Iteration 101Q: 3 clusters Score -2.280119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 162000 members 
Entering Unmasked Estep 
Score: -22801202.000000 Penalty: 5963.558105
	Iteration 102Q: 3 clusters Score -2.28012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 162000 members 
Entering Unmasked Estep 
Score: -22801198.000000 Penalty: 5963.558105
	Iteration 103Q: 3 clusters Score -2.28012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 162001 members 
Entering Unmasked Estep 
Score: -22801208.000000 Penalty: 5963.558105
	Iteration 104Q: 3 clusters Score -2.280121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 162004 members 
Entering Unmasked Estep 
Score: -22801184.000000 Penalty: 5963.558105
	Iteration 105Q: 3 clusters Score -2.280118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 162002 members 
Entering Unmasked Estep 
Score: -22801196.000000 Penalty: 5963.558105
	Iteration 106Q: 3 clusters Score -2.28012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 162005 members 
Entering Unmasked Estep 
Score: -22801196.000000 Penalty: 5963.558105
	Iteration 107Q: 3 clusters Score -2.28012e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 162009 members 
Entering Unmasked Estep 
Score: -22801200.000000 Penalty: 5963.558105
	Iteration 108Q: 3 clusters Score -2.28012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 162014 members 
Entering Unmasked Estep 
Score: -22801194.000000 Penalty: 5963.558105
	Iteration 109Q: 3 clusters Score -2.280119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 162020 members 
Entering Unmasked Estep 
Score: -22801190.000000 Penalty: 5963.558105
	Iteration 110Q: 3 clusters Score -2.280119e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 162020 members 
Entering Unmasked Estep 
Score: -22801190.000000 Penalty: 5963.558105
	Iteration 111F: 3 clusters Score -2.280119e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (133002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133002 members 
Entering Unmasked Estep 
Score: -18353120.000000 Penalty: 2925.933594
	Iteration 0F: 2 clusters Score -1.835312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Mstep: Class 2 contains 66221 members 
Entering Unmasked Estep 
Score: -18265030.000000 Penalty: 5851.867188
	Iteration 0F: 3 clusters Score -1.826503e+07 nChanged 63161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69834 members 
Mstep: Class 2 contains 63168 members 
Entering Unmasked Estep 
Score: -18302232.000000 Penalty: 5851.867188
	Iteration 1F: 3 clusters Score -1.830223e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71606 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -18304060.000000 Penalty: 5851.867188
	Iteration 2Q: 3 clusters Score -1.830406e+07 nChanged 5735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73903 members 
Mstep: Class 2 contains 59099 members 
Entering Unmasked Estep 
Score: -18306638.000000 Penalty: 5851.867188
	Iteration 3Q: 3 clusters Score -1.830664e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76920 members 
Mstep: Class 2 contains 56082 members 
Entering Unmasked Estep 
Score: -18310202.000000 Penalty: 5851.867188
	Iteration 4Q: 3 clusters Score -1.83102e+07 nChanged 7294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80728 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -18314544.000000 Penalty: 5851.867188
	Iteration 5F: 3 clusters Score -1.831454e+07 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85391 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -18319494.000000 Penalty: 5851.867188
	Iteration 6F: 3 clusters Score -1.831949e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90707 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -18324838.000000 Penalty: 5851.867188
	Iteration 7F: 3 clusters Score -1.832484e+07 nChanged 7443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96394 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -18330170.000000 Penalty: 5851.867188
	Iteration 8F: 3 clusters Score -1.833017e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101962 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -18334654.000000 Penalty: 5851.867188
	Iteration 9F: 3 clusters Score -1.833465e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106902 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -18338518.000000 Penalty: 5851.867188
	Iteration 10Q: 3 clusters Score -1.833852e+07 nChanged 4555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111073 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -18341520.000000 Penalty: 5851.867188
	Iteration 11Q: 3 clusters Score -1.834152e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114503 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -18343754.000000 Penalty: 5851.867188
	Iteration 12Q: 3 clusters Score -1.834375e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117340 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -18345606.000000 Penalty: 5851.867188
	Iteration 13Q: 3 clusters Score -1.834561e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119736 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -18346888.000000 Penalty: 5851.867188
	Iteration 14Q: 3 clusters Score -1.834689e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121690 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -18347884.000000 Penalty: 5851.867188
	Iteration 15Q: 3 clusters Score -1.834788e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123344 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -18348804.000000 Penalty: 5851.867188
	Iteration 16Q: 3 clusters Score -1.83488e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124748 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -18349504.000000 Penalty: 5851.867188
	Iteration 17Q: 3 clusters Score -1.83495e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125968 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -18349996.000000 Penalty: 5851.867188
	Iteration 18Q: 3 clusters Score -1.835e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126974 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -18350458.000000 Penalty: 5851.867188
	Iteration 19Q: 3 clusters Score -1.835046e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127822 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -18350916.000000 Penalty: 5851.867188
	Iteration 20F: 3 clusters Score -1.835092e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128446 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -18351166.000000 Penalty: 5851.867188
	Iteration 21Q: 3 clusters Score -1.835117e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128961 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -18351406.000000 Penalty: 5851.867188
	Iteration 22Q: 3 clusters Score -1.835141e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129388 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -18351564.000000 Penalty: 5851.867188
	Iteration 23Q: 3 clusters Score -1.835156e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129744 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -18351838.000000 Penalty: 5851.867188
	Iteration 24Q: 3 clusters Score -1.835184e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130020 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -18352242.000000 Penalty: 5851.867188
	Iteration 25Q: 3 clusters Score -1.835224e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130243 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -18352712.000000 Penalty: 5851.867188
	Iteration 26Q: 3 clusters Score -1.835271e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130334 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -18353000.000000 Penalty: 5851.867188
	Iteration 27Q: 3 clusters Score -1.8353e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130326 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -18353116.000000 Penalty: 5851.867188
	Iteration 28Q: 3 clusters Score -1.835312e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130286 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -18353152.000000 Penalty: 5851.867188
	Iteration 29Q: 3 clusters Score -1.835315e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130238 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -18353156.000000 Penalty: 5851.867188
	Iteration 30Q: 3 clusters Score -1.835316e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130204 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -18353190.000000 Penalty: 5851.867188
	Iteration 31Q: 3 clusters Score -1.835319e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130173 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -18353208.000000 Penalty: 5851.867188
	Iteration 32Q: 3 clusters Score -1.835321e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130152 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -18353226.000000 Penalty: 5851.867188
	Iteration 33Q: 3 clusters Score -1.835323e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130133 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -18353202.000000 Penalty: 5851.867188
	Iteration 34Q: 3 clusters Score -1.83532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130121 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -18353232.000000 Penalty: 5851.867188
	Iteration 35Q: 3 clusters Score -1.835323e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130107 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -18353244.000000 Penalty: 5851.867188
	Iteration 36Q: 3 clusters Score -1.835324e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130094 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -18353230.000000 Penalty: 5851.867188
	Iteration 37Q: 3 clusters Score -1.835323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130079 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -18353236.000000 Penalty: 5851.867188
	Iteration 38Q: 3 clusters Score -1.835324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130063 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -18353234.000000 Penalty: 5851.867188
	Iteration 39Q: 3 clusters Score -1.835323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130054 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -18353260.000000 Penalty: 5851.867188
	Iteration 40F: 3 clusters Score -1.835326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130045 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -18353248.000000 Penalty: 5851.867188
	Iteration 41Q: 3 clusters Score -1.835325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130038 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -18353238.000000 Penalty: 5851.867188
	Iteration 42Q: 3 clusters Score -1.835324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130028 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -18353242.000000 Penalty: 5851.867188
	Iteration 43Q: 3 clusters Score -1.835324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130019 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -18353250.000000 Penalty: 5851.867188
	Iteration 44Q: 3 clusters Score -1.835325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130013 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -18353248.000000 Penalty: 5851.867188
	Iteration 45Q: 3 clusters Score -1.835325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130006 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -18353258.000000 Penalty: 5851.867188
	Iteration 46Q: 3 clusters Score -1.835326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130002 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -18353270.000000 Penalty: 5851.867188
	Iteration 47Q: 3 clusters Score -1.835327e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129995 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -18353274.000000 Penalty: 5851.867188
	Iteration 48Q: 3 clusters Score -1.835327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129989 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -18353280.000000 Penalty: 5851.867188
	Iteration 49Q: 3 clusters Score -1.835328e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129981 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -18353260.000000 Penalty: 5851.867188
	Iteration 50Q: 3 clusters Score -1.835326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129974 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -18353270.000000 Penalty: 5851.867188
	Iteration 51Q: 3 clusters Score -1.835327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129971 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -18353268.000000 Penalty: 5851.867188
	Iteration 52Q: 3 clusters Score -1.835327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129970 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -18353266.000000 Penalty: 5851.867188
	Iteration 53Q: 3 clusters Score -1.835327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129969 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -18353268.000000 Penalty: 5851.867188
	Iteration 54Q: 3 clusters Score -1.835327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129968 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -18353272.000000 Penalty: 5851.867188
	Iteration 55Q: 3 clusters Score -1.835327e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129968 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -18353262.000000 Penalty: 5851.867188
	Iteration 56Q: 3 clusters Score -1.835326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129968 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -18353262.000000 Penalty: 5851.867188
	Iteration 57F: 3 clusters Score -1.835326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266619 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12371 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 52375 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166592 members 
Mstep: Class 10 contains 129968 members 
Mstep: Class 11 contains 28800 members 
Mstep: Class 12 contains 44934 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20958 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28884 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 3034 members 
Entering Unmasked Estep 
Score: -122240048.000000 Penalty: 98657.695312
Splitting cluster 10 changes total score from -122240032.000000 to -122240048.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (28800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Entering Unmasked Estep 
Score: -3606099.750000 Penalty: 2546.496338
	Iteration 0F: 2 clusters Score -3606100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -3586345.250000 Penalty: 5092.992676
	Iteration 0F: 3 clusters Score -3586345 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3593696.000000 Penalty: 5092.992676
	Iteration 1F: 3 clusters Score -3593696 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -3594952.500000 Penalty: 5092.992676
	Iteration 2F: 3 clusters Score -3594952 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3596451.750000 Penalty: 5092.992676
	Iteration 3F: 3 clusters Score -3596452 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3598158.000000 Penalty: 5092.992676
	Iteration 4F: 3 clusters Score -3598158 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3599835.250000 Penalty: 5092.992676
	Iteration 5F: 3 clusters Score -3599835 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -3601179.000000 Penalty: 5092.992676
	Iteration 6F: 3 clusters Score -3601179 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3602072.500000 Penalty: 5092.992676
	Iteration 7F: 3 clusters Score -3602072 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -3602665.000000 Penalty: 5092.992676
	Iteration 8Q: 3 clusters Score -3602665 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3603095.000000 Penalty: 5092.992676
	Iteration 9Q: 3 clusters Score -3603095 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -3603418.500000 Penalty: 5092.992676
	Iteration 10Q: 3 clusters Score -3603418 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -3603637.000000 Penalty: 5092.992676
	Iteration 11Q: 3 clusters Score -3603637 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -3603844.000000 Penalty: 5092.992676
	Iteration 12Q: 3 clusters Score -3603844 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -3604023.000000 Penalty: 5092.992676
	Iteration 13Q: 3 clusters Score -3604023 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3604178.000000 Penalty: 5092.992676
	Iteration 14Q: 3 clusters Score -3604178 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3604276.750000 Penalty: 5092.992676
	Iteration 15Q: 3 clusters Score -3604277 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -3604350.250000 Penalty: 5092.992676
	Iteration 16Q: 3 clusters Score -3604350 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -3604430.500000 Penalty: 5092.992676
	Iteration 17Q: 3 clusters Score -3604430 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3604506.500000 Penalty: 5092.992676
	Iteration 18Q: 3 clusters Score -3604506 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -3604573.000000 Penalty: 5092.992676
	Iteration 19Q: 3 clusters Score -3604573 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -3604611.000000 Penalty: 5092.992676
	Iteration 20F: 3 clusters Score -3604611 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3604650.000000 Penalty: 5092.992676
	Iteration 21Q: 3 clusters Score -3604650 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3604684.750000 Penalty: 5092.992676
	Iteration 22Q: 3 clusters Score -3604685 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -3604713.750000 Penalty: 5092.992676
	Iteration 23Q: 3 clusters Score -3604714 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3604736.000000 Penalty: 5092.992676
	Iteration 24Q: 3 clusters Score -3604736 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -3604768.000000 Penalty: 5092.992676
	Iteration 25Q: 3 clusters Score -3604768 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -3604786.750000 Penalty: 5092.992676
	Iteration 26Q: 3 clusters Score -3604787 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3604799.000000 Penalty: 5092.992676
	Iteration 27Q: 3 clusters Score -3604799 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -3604821.750000 Penalty: 5092.992676
	Iteration 28Q: 3 clusters Score -3604822 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -3604845.750000 Penalty: 5092.992676
	Iteration 29Q: 3 clusters Score -3604846 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -3604860.250000 Penalty: 5092.992676
	Iteration 30Q: 3 clusters Score -3604860 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -3604887.500000 Penalty: 5092.992676
	Iteration 31Q: 3 clusters Score -3604888 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -3604921.750000 Penalty: 5092.992676
	Iteration 32Q: 3 clusters Score -3604922 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3604943.000000 Penalty: 5092.992676
	Iteration 33Q: 3 clusters Score -3604943 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3604971.250000 Penalty: 5092.992676
	Iteration 34Q: 3 clusters Score -3604971 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -3605005.500000 Penalty: 5092.992676
	Iteration 35Q: 3 clusters Score -3605006 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -3605025.000000 Penalty: 5092.992676
	Iteration 36Q: 3 clusters Score -3605025 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -3605045.250000 Penalty: 5092.992676
	Iteration 37Q: 3 clusters Score -3605045 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3605063.500000 Penalty: 5092.992676
	Iteration 38Q: 3 clusters Score -3605064 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3605094.000000 Penalty: 5092.992676
	Iteration 39Q: 3 clusters Score -3605094 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -3605132.500000 Penalty: 5092.992676
	Iteration 40F: 3 clusters Score -3605132 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -3605170.500000 Penalty: 5092.992676
	Iteration 41Q: 3 clusters Score -3605170 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -3605226.500000 Penalty: 5092.992676
	Iteration 42Q: 3 clusters Score -3605226 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -3605275.500000 Penalty: 5092.992676
	Iteration 43Q: 3 clusters Score -3605276 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -3605325.750000 Penalty: 5092.992676
	Iteration 44Q: 3 clusters Score -3605326 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -3605347.000000 Penalty: 5092.992676
	Iteration 45Q: 3 clusters Score -3605347 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -3605372.750000 Penalty: 5092.992676
	Iteration 46Q: 3 clusters Score -3605373 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3605392.750000 Penalty: 5092.992676
	Iteration 47Q: 3 clusters Score -3605393 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -3605402.000000 Penalty: 5092.992676
	Iteration 48Q: 3 clusters Score -3605402 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -3605410.250000 Penalty: 5092.992676
	Iteration 49Q: 3 clusters Score -3605410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3605416.250000 Penalty: 5092.992676
	Iteration 50Q: 3 clusters Score -3605416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -3605415.500000 Penalty: 5092.992676
	Iteration 51Q: 3 clusters Score -3605416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -3605425.000000 Penalty: 5092.992676
	Iteration 52Q: 3 clusters Score -3605425 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -3605431.750000 Penalty: 5092.992676
	Iteration 53Q: 3 clusters Score -3605432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3605427.000000 Penalty: 5092.992676
	Iteration 54Q: 3 clusters Score -3605427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3605438.750000 Penalty: 5092.992676
	Iteration 55Q: 3 clusters Score -3605439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -3605448.250000 Penalty: 5092.992676
	Iteration 56Q: 3 clusters Score -3605448 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3605453.750000 Penalty: 5092.992676
	Iteration 57Q: 3 clusters Score -3605454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3605444.750000 Penalty: 5092.992676
	Iteration 58Q: 3 clusters Score -3605445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -3605447.250000 Penalty: 5092.992676
	Iteration 59Q: 3 clusters Score -3605447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -3605457.750000 Penalty: 5092.992676
	Iteration 60F: 3 clusters Score -3605458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -3605453.750000 Penalty: 5092.992676
	Iteration 61Q: 3 clusters Score -3605454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -3605460.750000 Penalty: 5092.992676
	Iteration 62Q: 3 clusters Score -3605461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3605461.000000 Penalty: 5092.992676
	Iteration 63Q: 3 clusters Score -3605461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -3605468.250000 Penalty: 5092.992676
	Iteration 64Q: 3 clusters Score -3605468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -3605479.750000 Penalty: 5092.992676
	Iteration 65Q: 3 clusters Score -3605480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -3605472.500000 Penalty: 5092.992676
	Iteration 66Q: 3 clusters Score -3605472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -3605470.750000 Penalty: 5092.992676
	Iteration 67Q: 3 clusters Score -3605471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -3605473.500000 Penalty: 5092.992676
	Iteration 68Q: 3 clusters Score -3605474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -3605473.500000 Penalty: 5092.992676
	Iteration 69Q: 3 clusters Score -3605474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3605471.000000 Penalty: 5092.992676
	Iteration 70Q: 3 clusters Score -3605471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -3605473.250000 Penalty: 5092.992676
	Iteration 71Q: 3 clusters Score -3605473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -3605477.000000 Penalty: 5092.992676
	Iteration 72Q: 3 clusters Score -3605477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -3605480.500000 Penalty: 5092.992676
	Iteration 73Q: 3 clusters Score -3605480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3605477.000000 Penalty: 5092.992676
	Iteration 74Q: 3 clusters Score -3605477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -3605474.500000 Penalty: 5092.992676
	Iteration 75Q: 3 clusters Score -3605474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3605474.750000 Penalty: 5092.992676
	Iteration 76Q: 3 clusters Score -3605475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3605474.750000 Penalty: 5092.992676
	Iteration 77F: 3 clusters Score -3605475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Entering Unmasked Estep 
Score: -6224369.500000 Penalty: 2656.811523
	Iteration 0F: 2 clusters Score -6224370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -6194080.500000 Penalty: 5313.623047
	Iteration 0F: 3 clusters Score -6194080 nChanged 20492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -6205226.000000 Penalty: 5313.623047
	Iteration 1F: 3 clusters Score -6205226 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -6205790.000000 Penalty: 5313.623047
	Iteration 2Q: 3 clusters Score -6205790 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 24294 members 
Entering Unmasked Estep 
Score: -6206435.000000 Penalty: 5313.623047
	Iteration 3Q: 3 clusters Score -6206435 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -6207165.500000 Penalty: 5313.623047
	Iteration 4Q: 3 clusters Score -6207166 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 26306 members 
Entering Unmasked Estep 
Score: -6208074.000000 Penalty: 5313.623047
	Iteration 5Q: 3 clusters Score -6208074 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -6209309.000000 Penalty: 5313.623047
	Iteration 6F: 3 clusters Score -6209309 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -6210845.500000 Penalty: 5313.623047
	Iteration 7F: 3 clusters Score -6210846 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -6212623.000000 Penalty: 5313.623047
	Iteration 8F: 3 clusters Score -6212623 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -6214437.500000 Penalty: 5313.623047
	Iteration 9F: 3 clusters Score -6214438 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -6216286.000000 Penalty: 5313.623047
	Iteration 10F: 3 clusters Score -6216286 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -6217833.000000 Penalty: 5313.623047
	Iteration 11Q: 3 clusters Score -6217833 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -6219118.000000 Penalty: 5313.623047
	Iteration 12Q: 3 clusters Score -6219118 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -6220101.500000 Penalty: 5313.623047
	Iteration 13Q: 3 clusters Score -6220102 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -6220768.000000 Penalty: 5313.623047
	Iteration 14Q: 3 clusters Score -6220768 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -6221205.000000 Penalty: 5313.623047
	Iteration 15Q: 3 clusters Score -6221205 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -6221464.500000 Penalty: 5313.623047
	Iteration 16Q: 3 clusters Score -6221464 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -6221648.000000 Penalty: 5313.623047
	Iteration 17Q: 3 clusters Score -6221648 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -6221752.000000 Penalty: 5313.623047
	Iteration 18Q: 3 clusters Score -6221752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -6221810.000000 Penalty: 5313.623047
	Iteration 19Q: 3 clusters Score -6221810 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -6221872.000000 Penalty: 5313.623047
	Iteration 20F: 3 clusters Score -6221872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -6221919.000000 Penalty: 5313.623047
	Iteration 21Q: 3 clusters Score -6221919 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -6221945.000000 Penalty: 5313.623047
	Iteration 22Q: 3 clusters Score -6221945 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -6221971.000000 Penalty: 5313.623047
	Iteration 23Q: 3 clusters Score -6221971 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -6221985.000000 Penalty: 5313.623047
	Iteration 24Q: 3 clusters Score -6221985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -6221994.000000 Penalty: 5313.623047
	Iteration 25Q: 3 clusters Score -6221994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -6222020.500000 Penalty: 5313.623047
	Iteration 26Q: 3 clusters Score -6222020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -6222033.000000 Penalty: 5313.623047
	Iteration 27Q: 3 clusters Score -6222033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -6222043.000000 Penalty: 5313.623047
	Iteration 28Q: 3 clusters Score -6222043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 44510 members 
Entering Unmasked Estep 
Score: -6222037.000000 Penalty: 5313.623047
	Iteration 29Q: 3 clusters Score -6222037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -6222050.500000 Penalty: 5313.623047
	Iteration 30Q: 3 clusters Score -6222050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -6222048.000000 Penalty: 5313.623047
	Iteration 31Q: 3 clusters Score -6222048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -6222050.000000 Penalty: 5313.623047
	Iteration 32Q: 3 clusters Score -6222050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -6222050.000000 Penalty: 5313.623047
	Iteration 33Q: 3 clusters Score -6222050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -6222054.500000 Penalty: 5313.623047
	Iteration 34Q: 3 clusters Score -6222054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -6222057.500000 Penalty: 5313.623047
	Iteration 35Q: 3 clusters Score -6222058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -6222070.000000 Penalty: 5313.623047
	Iteration 36Q: 3 clusters Score -6222070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -6222070.500000 Penalty: 5313.623047
	Iteration 37Q: 3 clusters Score -6222070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -6222073.500000 Penalty: 5313.623047
	Iteration 38Q: 3 clusters Score -6222074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -6222074.000000 Penalty: 5313.623047
	Iteration 39Q: 3 clusters Score -6222074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -6222074.500000 Penalty: 5313.623047
	Iteration 40F: 3 clusters Score -6222074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -6222077.000000 Penalty: 5313.623047
	Iteration 41Q: 3 clusters Score -6222077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -6222077.000000 Penalty: 5313.623047
	Iteration 42F: 3 clusters Score -6222077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Entering Unmasked Estep 
Score: -1117598.375000 Penalty: 2232.669922
	Iteration 0F: 2 clusters Score -1117598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1111124.875000 Penalty: 4465.339844
	Iteration 0F: 3 clusters Score -1111125 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1113093.125000 Penalty: 4465.339844
	Iteration 1F: 3 clusters Score -1113093 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1113669.000000 Penalty: 4465.339844
	Iteration 2F: 3 clusters Score -1113669 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1114289.250000 Penalty: 4465.339844
	Iteration 3F: 3 clusters Score -1114289 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1114984.000000 Penalty: 4465.339844
	Iteration 4F: 3 clusters Score -1114984 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1115532.500000 Penalty: 4465.339844
	Iteration 5F: 3 clusters Score -1115532 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1115912.125000 Penalty: 4465.339844
	Iteration 6F: 3 clusters Score -1115912 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1116174.375000 Penalty: 4465.339844
	Iteration 7Q: 3 clusters Score -1116174 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1116335.250000 Penalty: 4465.339844
	Iteration 8Q: 3 clusters Score -1116335 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1116434.125000 Penalty: 4465.339844
	Iteration 9Q: 3 clusters Score -1116434 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1116511.125000 Penalty: 4465.339844
	Iteration 10Q: 3 clusters Score -1116511 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1116572.000000 Penalty: 4465.339844
	Iteration 11Q: 3 clusters Score -1116572 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1116627.000000 Penalty: 4465.339844
	Iteration 12Q: 3 clusters Score -1116627 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1116660.875000 Penalty: 4465.339844
	Iteration 13Q: 3 clusters Score -1116661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1116688.000000 Penalty: 4465.339844
	Iteration 14Q: 3 clusters Score -1116688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1116709.500000 Penalty: 4465.339844
	Iteration 15Q: 3 clusters Score -1116710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1116724.125000 Penalty: 4465.339844
	Iteration 16Q: 3 clusters Score -1116724 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1116737.875000 Penalty: 4465.339844
	Iteration 17Q: 3 clusters Score -1116738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1116746.875000 Penalty: 4465.339844
	Iteration 18Q: 3 clusters Score -1116747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1116757.375000 Penalty: 4465.339844
	Iteration 19Q: 3 clusters Score -1116757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1116768.375000 Penalty: 4465.339844
	Iteration 20F: 3 clusters Score -1116768 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1116776.625000 Penalty: 4465.339844
	Iteration 21Q: 3 clusters Score -1116777 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1116791.750000 Penalty: 4465.339844
	Iteration 22Q: 3 clusters Score -1116792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1116798.875000 Penalty: 4465.339844
	Iteration 23Q: 3 clusters Score -1116799 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1116807.500000 Penalty: 4465.339844
	Iteration 24Q: 3 clusters Score -1116808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1116815.250000 Penalty: 4465.339844
	Iteration 25Q: 3 clusters Score -1116815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1116823.375000 Penalty: 4465.339844
	Iteration 26Q: 3 clusters Score -1116823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1116830.875000 Penalty: 4465.339844
	Iteration 27Q: 3 clusters Score -1116831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1116838.625000 Penalty: 4465.339844
	Iteration 28Q: 3 clusters Score -1116839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1116843.875000 Penalty: 4465.339844
	Iteration 29Q: 3 clusters Score -1116844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1116846.000000 Penalty: 4465.339844
	Iteration 30Q: 3 clusters Score -1116846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1116849.375000 Penalty: 4465.339844
	Iteration 31Q: 3 clusters Score -1116849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1116847.625000 Penalty: 4465.339844
	Iteration 32Q: 3 clusters Score -1116848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1116847.625000 Penalty: 4465.339844
	Iteration 33F: 3 clusters Score -1116848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -53695.324219 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -53695.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52264.781250 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -52264.78 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52451.355469 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -52451.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52523.976562 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -52523.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -52587.687500 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -52587.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52634.386719 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -52634.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52643.238281 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -52643.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -52650.843750 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -52650.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52659.746094 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -52659.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52676.167969 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -52676.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52685.023438 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -52685.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52689.410156 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -52689.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -52689.410156 Penalty: 3012.230225
	Iteration 11F: 3 clusters Score -52689.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -170002.328125 Penalty: 1768.264404
	Iteration 0F: 2 clusters Score -170002.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -167911.046875 Penalty: 3536.528809
	Iteration 0F: 3 clusters Score -167911 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -168250.734375 Penalty: 3536.528809
	Iteration 1F: 3 clusters Score -168250.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -168332.000000 Penalty: 3536.528809
	Iteration 2F: 3 clusters Score -168332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -168369.359375 Penalty: 3536.528809
	Iteration 3Q: 3 clusters Score -168369.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -168391.843750 Penalty: 3536.528809
	Iteration 4Q: 3 clusters Score -168391.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -168406.593750 Penalty: 3536.528809
	Iteration 5Q: 3 clusters Score -168406.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -168419.500000 Penalty: 3536.528809
	Iteration 6Q: 3 clusters Score -168419.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -168422.968750 Penalty: 3536.528809
	Iteration 7Q: 3 clusters Score -168423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -168426.296875 Penalty: 3536.528809
	Iteration 8Q: 3 clusters Score -168426.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -168427.734375 Penalty: 3536.528809
	Iteration 9Q: 3 clusters Score -168427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -168427.734375 Penalty: 3536.528809
	Iteration 10F: 3 clusters Score -168427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Entering Unmasked Estep 
Score: -2909136.250000 Penalty: 2467.668213
	Iteration 0F: 2 clusters Score -2909136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2894461.750000 Penalty: 4935.336426
	Iteration 0F: 3 clusters Score -2894462 nChanged 9198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2899379.000000 Penalty: 4935.336426
	Iteration 1F: 3 clusters Score -2899379 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2899821.500000 Penalty: 4935.336426
	Iteration 2F: 3 clusters Score -2899822 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2900218.250000 Penalty: 4935.336426
	Iteration 3Q: 3 clusters Score -2900218 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -2900651.000000 Penalty: 4935.336426
	Iteration 4Q: 3 clusters Score -2900651 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2901180.500000 Penalty: 4935.336426
	Iteration 5Q: 3 clusters Score -2901180 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -2901866.000000 Penalty: 4935.336426
	Iteration 6F: 3 clusters Score -2901866 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2902693.000000 Penalty: 4935.336426
	Iteration 7F: 3 clusters Score -2902693 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -2903624.000000 Penalty: 4935.336426
	Iteration 8F: 3 clusters Score -2903624 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2904557.250000 Penalty: 4935.336426
	Iteration 9F: 3 clusters Score -2904557 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2905419.750000 Penalty: 4935.336426
	Iteration 10Q: 3 clusters Score -2905420 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2906070.500000 Penalty: 4935.336426
	Iteration 11Q: 3 clusters Score -2906070 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2906454.500000 Penalty: 4935.336426
	Iteration 12Q: 3 clusters Score -2906454 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2906683.500000 Penalty: 4935.336426
	Iteration 13Q: 3 clusters Score -2906684 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2906782.250000 Penalty: 4935.336426
	Iteration 14Q: 3 clusters Score -2906782 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2906851.000000 Penalty: 4935.336426
	Iteration 15Q: 3 clusters Score -2906851 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -2906901.250000 Penalty: 4935.336426
	Iteration 16Q: 3 clusters Score -2906901 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -2906939.000000 Penalty: 4935.336426
	Iteration 17Q: 3 clusters Score -2906939 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2906961.750000 Penalty: 4935.336426
	Iteration 18Q: 3 clusters Score -2906962 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -2906987.500000 Penalty: 4935.336426
	Iteration 19Q: 3 clusters Score -2906988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -2907008.500000 Penalty: 4935.336426
	Iteration 20F: 3 clusters Score -2907008 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2907025.000000 Penalty: 4935.336426
	Iteration 21Q: 3 clusters Score -2907025 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -2907050.250000 Penalty: 4935.336426
	Iteration 22Q: 3 clusters Score -2907050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2907066.000000 Penalty: 4935.336426
	Iteration 23Q: 3 clusters Score -2907066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -2907091.250000 Penalty: 4935.336426
	Iteration 24Q: 3 clusters Score -2907091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2907103.000000 Penalty: 4935.336426
	Iteration 25Q: 3 clusters Score -2907103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2907108.250000 Penalty: 4935.336426
	Iteration 26Q: 3 clusters Score -2907108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2907108.000000 Penalty: 4935.336426
	Iteration 27Q: 3 clusters Score -2907108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2907116.250000 Penalty: 4935.336426
	Iteration 28Q: 3 clusters Score -2907116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2907118.500000 Penalty: 4935.336426
	Iteration 29Q: 3 clusters Score -2907118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2907116.750000 Penalty: 4935.336426
	Iteration 30Q: 3 clusters Score -2907117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2907124.750000 Penalty: 4935.336426
	Iteration 31Q: 3 clusters Score -2907125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2907127.750000 Penalty: 4935.336426
	Iteration 32Q: 3 clusters Score -2907128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -2907127.750000 Penalty: 4935.336426
	Iteration 33Q: 3 clusters Score -2907128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -2907136.250000 Penalty: 4935.336426
	Iteration 34Q: 3 clusters Score -2907136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2907138.500000 Penalty: 4935.336426
	Iteration 35Q: 3 clusters Score -2907138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2907146.500000 Penalty: 4935.336426
	Iteration 36Q: 3 clusters Score -2907146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2907147.250000 Penalty: 4935.336426
	Iteration 37Q: 3 clusters Score -2907147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2907151.000000 Penalty: 4935.336426
	Iteration 38Q: 3 clusters Score -2907151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2907157.250000 Penalty: 4935.336426
	Iteration 39Q: 3 clusters Score -2907157 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2907163.750000 Penalty: 4935.336426
	Iteration 40F: 3 clusters Score -2907164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -2907172.750000 Penalty: 4935.336426
	Iteration 41Q: 3 clusters Score -2907173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2907176.000000 Penalty: 4935.336426
	Iteration 42Q: 3 clusters Score -2907176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2907176.000000 Penalty: 4935.336426
	Iteration 43Q: 3 clusters Score -2907176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2907179.750000 Penalty: 4935.336426
	Iteration 44Q: 3 clusters Score -2907180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2907174.250000 Penalty: 4935.336426
	Iteration 45Q: 3 clusters Score -2907174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -2907186.250000 Penalty: 4935.336426
	Iteration 46Q: 3 clusters Score -2907186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2907189.250000 Penalty: 4935.336426
	Iteration 47Q: 3 clusters Score -2907189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2907190.500000 Penalty: 4935.336426
	Iteration 48Q: 3 clusters Score -2907190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2907190.750000 Penalty: 4935.336426
	Iteration 49Q: 3 clusters Score -2907191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -2907190.250000 Penalty: 4935.336426
	Iteration 50Q: 3 clusters Score -2907190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2907192.250000 Penalty: 4935.336426
	Iteration 51Q: 3 clusters Score -2907192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2907192.250000 Penalty: 4935.336426
	Iteration 52F: 3 clusters Score -2907192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Entering Unmasked Estep 
Score: -2289794.250000 Penalty: 2416.517578
	Iteration 0F: 2 clusters Score -2289794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -2277690.250000 Penalty: 4833.035156
	Iteration 0F: 3 clusters Score -2277690 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2281672.500000 Penalty: 4833.035156
	Iteration 1F: 3 clusters Score -2281672 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2282152.000000 Penalty: 4833.035156
	Iteration 2F: 3 clusters Score -2282152 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2282615.750000 Penalty: 4833.035156
	Iteration 3F: 3 clusters Score -2282616 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2283016.000000 Penalty: 4833.035156
	Iteration 4F: 3 clusters Score -2283016 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2283365.500000 Penalty: 4833.035156
	Iteration 5Q: 3 clusters Score -2283366 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2283682.750000 Penalty: 4833.035156
	Iteration 6Q: 3 clusters Score -2283683 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2283955.750000 Penalty: 4833.035156
	Iteration 7Q: 3 clusters Score -2283956 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2284192.250000 Penalty: 4833.035156
	Iteration 8Q: 3 clusters Score -2284192 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2284407.750000 Penalty: 4833.035156
	Iteration 9Q: 3 clusters Score -2284408 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2284640.250000 Penalty: 4833.035156
	Iteration 10Q: 3 clusters Score -2284640 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2284883.250000 Penalty: 4833.035156
	Iteration 11Q: 3 clusters Score -2284883 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2285186.000000 Penalty: 4833.035156
	Iteration 12Q: 3 clusters Score -2285186 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2285546.000000 Penalty: 4833.035156
	Iteration 13Q: 3 clusters Score -2285546 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -2285870.500000 Penalty: 4833.035156
	Iteration 14Q: 3 clusters Score -2285870 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -2286074.000000 Penalty: 4833.035156
	Iteration 15Q: 3 clusters Score -2286074 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2286223.500000 Penalty: 4833.035156
	Iteration 16Q: 3 clusters Score -2286224 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2286316.250000 Penalty: 4833.035156
	Iteration 17Q: 3 clusters Score -2286316 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2286376.250000 Penalty: 4833.035156
	Iteration 18Q: 3 clusters Score -2286376 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2286423.750000 Penalty: 4833.035156
	Iteration 19Q: 3 clusters Score -2286424 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -2286469.000000 Penalty: 4833.035156
	Iteration 20F: 3 clusters Score -2286469 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2286503.750000 Penalty: 4833.035156
	Iteration 21Q: 3 clusters Score -2286504 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -2286517.250000 Penalty: 4833.035156
	Iteration 22Q: 3 clusters Score -2286517 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2286542.500000 Penalty: 4833.035156
	Iteration 23Q: 3 clusters Score -2286542 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2286568.250000 Penalty: 4833.035156
	Iteration 24Q: 3 clusters Score -2286568 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -2286583.250000 Penalty: 4833.035156
	Iteration 25Q: 3 clusters Score -2286583 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2286605.750000 Penalty: 4833.035156
	Iteration 26Q: 3 clusters Score -2286606 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2286623.000000 Penalty: 4833.035156
	Iteration 27Q: 3 clusters Score -2286623 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2286640.000000 Penalty: 4833.035156
	Iteration 28Q: 3 clusters Score -2286640 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2286646.250000 Penalty: 4833.035156
	Iteration 29Q: 3 clusters Score -2286646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2286652.500000 Penalty: 4833.035156
	Iteration 30Q: 3 clusters Score -2286652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -2286661.500000 Penalty: 4833.035156
	Iteration 31Q: 3 clusters Score -2286662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -2286668.000000 Penalty: 4833.035156
	Iteration 32Q: 3 clusters Score -2286668 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2286670.500000 Penalty: 4833.035156
	Iteration 33Q: 3 clusters Score -2286670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2286679.250000 Penalty: 4833.035156
	Iteration 34Q: 3 clusters Score -2286679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2286680.750000 Penalty: 4833.035156
	Iteration 35Q: 3 clusters Score -2286681 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2286690.750000 Penalty: 4833.035156
	Iteration 36Q: 3 clusters Score -2286691 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -2286693.750000 Penalty: 4833.035156
	Iteration 37Q: 3 clusters Score -2286694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2286706.250000 Penalty: 4833.035156
	Iteration 38Q: 3 clusters Score -2286706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2286716.250000 Penalty: 4833.035156
	Iteration 39Q: 3 clusters Score -2286716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2286718.250000 Penalty: 4833.035156
	Iteration 40F: 3 clusters Score -2286718 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2286719.500000 Penalty: 4833.035156
	Iteration 41Q: 3 clusters Score -2286720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2286729.250000 Penalty: 4833.035156
	Iteration 42Q: 3 clusters Score -2286729 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2286729.500000 Penalty: 4833.035156
	Iteration 43Q: 3 clusters Score -2286730 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -2286730.250000 Penalty: 4833.035156
	Iteration 44Q: 3 clusters Score -2286730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -2286733.500000 Penalty: 4833.035156
	Iteration 45Q: 3 clusters Score -2286734 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2286733.000000 Penalty: 4833.035156
	Iteration 46Q: 3 clusters Score -2286733 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2286738.750000 Penalty: 4833.035156
	Iteration 47Q: 3 clusters Score -2286739 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2286738.000000 Penalty: 4833.035156
	Iteration 48Q: 3 clusters Score -2286738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2286751.250000 Penalty: 4833.035156
	Iteration 49Q: 3 clusters Score -2286751 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2286751.000000 Penalty: 4833.035156
	Iteration 50Q: 3 clusters Score -2286751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2286754.750000 Penalty: 4833.035156
	Iteration 51Q: 3 clusters Score -2286755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2286756.500000 Penalty: 4833.035156
	Iteration 52Q: 3 clusters Score -2286756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2286763.000000 Penalty: 4833.035156
	Iteration 53Q: 3 clusters Score -2286763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2286768.000000 Penalty: 4833.035156
	Iteration 54Q: 3 clusters Score -2286768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2286769.250000 Penalty: 4833.035156
	Iteration 55Q: 3 clusters Score -2286769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2286772.250000 Penalty: 4833.035156
	Iteration 56Q: 3 clusters Score -2286772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2286782.000000 Penalty: 4833.035156
	Iteration 57Q: 3 clusters Score -2286782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2286781.500000 Penalty: 4833.035156
	Iteration 58Q: 3 clusters Score -2286782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2286781.250000 Penalty: 4833.035156
	Iteration 59Q: 3 clusters Score -2286781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2286787.000000 Penalty: 4833.035156
	Iteration 60F: 3 clusters Score -2286787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2286786.500000 Penalty: 4833.035156
	Iteration 61Q: 3 clusters Score -2286786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -2286790.250000 Penalty: 4833.035156
	Iteration 62Q: 3 clusters Score -2286790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2286795.000000 Penalty: 4833.035156
	Iteration 63Q: 3 clusters Score -2286795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2286794.500000 Penalty: 4833.035156
	Iteration 64Q: 3 clusters Score -2286794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2286797.000000 Penalty: 4833.035156
	Iteration 65Q: 3 clusters Score -2286797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2286796.500000 Penalty: 4833.035156
	Iteration 66Q: 3 clusters Score -2286796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2286795.500000 Penalty: 4833.035156
	Iteration 67Q: 3 clusters Score -2286796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2286799.750000 Penalty: 4833.035156
	Iteration 68Q: 3 clusters Score -2286800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2286799.750000 Penalty: 4833.035156
	Iteration 69F: 3 clusters Score -2286800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Entering Unmasked Estep 
Score: -600808.000000 Penalty: 2070.202393
	Iteration 0F: 2 clusters Score -600808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -596796.562500 Penalty: 4140.404785
	Iteration 0F: 3 clusters Score -596796.6 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -597724.500000 Penalty: 4140.404785
	Iteration 1F: 3 clusters Score -597724.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -597935.125000 Penalty: 4140.404785
	Iteration 2F: 3 clusters Score -597935.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -598056.875000 Penalty: 4140.404785
	Iteration 3Q: 3 clusters Score -598056.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -598163.250000 Penalty: 4140.404785
	Iteration 4Q: 3 clusters Score -598163.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -598277.875000 Penalty: 4140.404785
	Iteration 5Q: 3 clusters Score -598277.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -598395.562500 Penalty: 4140.404785
	Iteration 6Q: 3 clusters Score -598395.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -598533.875000 Penalty: 4140.404785
	Iteration 7Q: 3 clusters Score -598533.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -598661.250000 Penalty: 4140.404785
	Iteration 8Q: 3 clusters Score -598661.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -598762.687500 Penalty: 4140.404785
	Iteration 9Q: 3 clusters Score -598762.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -598849.437500 Penalty: 4140.404785
	Iteration 10Q: 3 clusters Score -598849.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -598926.750000 Penalty: 4140.404785
	Iteration 11Q: 3 clusters Score -598926.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -598995.687500 Penalty: 4140.404785
	Iteration 12Q: 3 clusters Score -598995.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -599073.750000 Penalty: 4140.404785
	Iteration 13Q: 3 clusters Score -599073.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -599131.250000 Penalty: 4140.404785
	Iteration 14Q: 3 clusters Score -599131.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -599177.437500 Penalty: 4140.404785
	Iteration 15Q: 3 clusters Score -599177.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -599217.500000 Penalty: 4140.404785
	Iteration 16Q: 3 clusters Score -599217.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -599251.125000 Penalty: 4140.404785
	Iteration 17Q: 3 clusters Score -599251.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -599270.187500 Penalty: 4140.404785
	Iteration 18Q: 3 clusters Score -599270.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -599284.562500 Penalty: 4140.404785
	Iteration 19Q: 3 clusters Score -599284.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -599300.500000 Penalty: 4140.404785
	Iteration 20F: 3 clusters Score -599300.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -599310.625000 Penalty: 4140.404785
	Iteration 21Q: 3 clusters Score -599310.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -599316.812500 Penalty: 4140.404785
	Iteration 22Q: 3 clusters Score -599316.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -599322.250000 Penalty: 4140.404785
	Iteration 23Q: 3 clusters Score -599322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -599328.625000 Penalty: 4140.404785
	Iteration 24Q: 3 clusters Score -599328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -599335.625000 Penalty: 4140.404785
	Iteration 25Q: 3 clusters Score -599335.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -599343.500000 Penalty: 4140.404785
	Iteration 26Q: 3 clusters Score -599343.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -599351.812500 Penalty: 4140.404785
	Iteration 27Q: 3 clusters Score -599351.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -599356.500000 Penalty: 4140.404785
	Iteration 28Q: 3 clusters Score -599356.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -599358.937500 Penalty: 4140.404785
	Iteration 29Q: 3 clusters Score -599358.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -599360.062500 Penalty: 4140.404785
	Iteration 30Q: 3 clusters Score -599360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -599361.812500 Penalty: 4140.404785
	Iteration 31Q: 3 clusters Score -599361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -599363.625000 Penalty: 4140.404785
	Iteration 32Q: 3 clusters Score -599363.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -599365.187500 Penalty: 4140.404785
	Iteration 33Q: 3 clusters Score -599365.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -599367.812500 Penalty: 4140.404785
	Iteration 34Q: 3 clusters Score -599367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -599368.250000 Penalty: 4140.404785
	Iteration 35Q: 3 clusters Score -599368.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -599371.000000 Penalty: 4140.404785
	Iteration 36Q: 3 clusters Score -599371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -599378.250000 Penalty: 4140.404785
	Iteration 37Q: 3 clusters Score -599378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -599379.000000 Penalty: 4140.404785
	Iteration 38Q: 3 clusters Score -599379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -599381.562500 Penalty: 4140.404785
	Iteration 39Q: 3 clusters Score -599381.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -599385.500000 Penalty: 4140.404785
	Iteration 40F: 3 clusters Score -599385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -599386.250000 Penalty: 4140.404785
	Iteration 41Q: 3 clusters Score -599386.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -599387.125000 Penalty: 4140.404785
	Iteration 42Q: 3 clusters Score -599387.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -599387.125000 Penalty: 4140.404785
	Iteration 43F: 3 clusters Score -599387.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27727.847656 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27727.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26580.906250 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26580.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26662.162109 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26662.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -26692.019531 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26692.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -26696.902344 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26696.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -26696.902344 Penalty: 2688.585449
	Iteration 4F: 3 clusters Score -26696.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -71037.773438 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -71037.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -69478.460938 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -69478.46 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69688.500000 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -69688.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69815.171875 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -69815.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -69952.750000 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -69952.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -70031.203125 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -70031.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70057.484375 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -70057.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70079.960938 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -70079.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -70109.132812 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -70109.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -70131.132812 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -70131.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -70162.976562 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -70162.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -70176.671875 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -70176.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -70188.257812 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -70188.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -70193.710938 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -70193.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70198.742188 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -70198.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -70205.843750 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -70205.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70210.976562 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -70210.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70218.187500 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -70218.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70221.523438 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -70221.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70225.039062 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -70225.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70227.125000 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -70227.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70227.125000 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -70227.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Entering Unmasked Estep 
Score: -2731758.750000 Penalty: 2449.111084
	Iteration 0F: 2 clusters Score -2731759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2717997.500000 Penalty: 4898.222168
	Iteration 0F: 3 clusters Score -2717998 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2722490.250000 Penalty: 4898.222168
	Iteration 1F: 3 clusters Score -2722490 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2722833.250000 Penalty: 4898.222168
	Iteration 2F: 3 clusters Score -2722833 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -2723096.750000 Penalty: 4898.222168
	Iteration 3Q: 3 clusters Score -2723097 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2723305.750000 Penalty: 4898.222168
	Iteration 4Q: 3 clusters Score -2723306 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2723472.250000 Penalty: 4898.222168
	Iteration 5Q: 3 clusters Score -2723472 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -2723642.250000 Penalty: 4898.222168
	Iteration 6Q: 3 clusters Score -2723642 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2723817.750000 Penalty: 4898.222168
	Iteration 7Q: 3 clusters Score -2723818 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -2724017.750000 Penalty: 4898.222168
	Iteration 8Q: 3 clusters Score -2724018 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2724256.250000 Penalty: 4898.222168
	Iteration 9Q: 3 clusters Score -2724256 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2724593.500000 Penalty: 4898.222168
	Iteration 10Q: 3 clusters Score -2724594 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2725030.500000 Penalty: 4898.222168
	Iteration 11Q: 3 clusters Score -2725030 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -2725742.500000 Penalty: 4898.222168
	Iteration 12F: 3 clusters Score -2725742 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2726643.250000 Penalty: 4898.222168
	Iteration 13F: 3 clusters Score -2726643 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2727556.250000 Penalty: 4898.222168
	Iteration 14F: 3 clusters Score -2727556 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -2728393.250000 Penalty: 4898.222168
	Iteration 15Q: 3 clusters Score -2728393 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2729002.250000 Penalty: 4898.222168
	Iteration 16Q: 3 clusters Score -2729002 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2729337.000000 Penalty: 4898.222168
	Iteration 17Q: 3 clusters Score -2729337 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2729514.250000 Penalty: 4898.222168
	Iteration 18Q: 3 clusters Score -2729514 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2729625.500000 Penalty: 4898.222168
	Iteration 19Q: 3 clusters Score -2729626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -2729680.000000 Penalty: 4898.222168
	Iteration 20F: 3 clusters Score -2729680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -2729722.750000 Penalty: 4898.222168
	Iteration 21Q: 3 clusters Score -2729723 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2729746.250000 Penalty: 4898.222168
	Iteration 22Q: 3 clusters Score -2729746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2729767.250000 Penalty: 4898.222168
	Iteration 23Q: 3 clusters Score -2729767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2729778.000000 Penalty: 4898.222168
	Iteration 24Q: 3 clusters Score -2729778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2729781.000000 Penalty: 4898.222168
	Iteration 25Q: 3 clusters Score -2729781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -2729798.250000 Penalty: 4898.222168
	Iteration 26Q: 3 clusters Score -2729798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2729812.750000 Penalty: 4898.222168
	Iteration 27Q: 3 clusters Score -2729813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2729819.000000 Penalty: 4898.222168
	Iteration 28Q: 3 clusters Score -2729819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -2729827.250000 Penalty: 4898.222168
	Iteration 29Q: 3 clusters Score -2729827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2729826.500000 Penalty: 4898.222168
	Iteration 30Q: 3 clusters Score -2729826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2729829.250000 Penalty: 4898.222168
	Iteration 31Q: 3 clusters Score -2729829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2729829.250000 Penalty: 4898.222168
	Iteration 32F: 3 clusters Score -2729829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -45679.335938 Penalty: 1493.814941
	Iteration 0F: 2 clusters Score -45679.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44418.101562 Penalty: 2987.629883
	Iteration 0F: 3 clusters Score -44418.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -44735.054688 Penalty: 2987.629883
	Iteration 1F: 3 clusters Score -44735.05 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -44978.718750 Penalty: 2987.629883
	Iteration 2F: 3 clusters Score -44978.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -45149.089844 Penalty: 2987.629883
	Iteration 3F: 3 clusters Score -45149.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -45282.824219 Penalty: 2987.629883
	Iteration 4F: 3 clusters Score -45282.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -45430.187500 Penalty: 2987.629883
	Iteration 5Q: 3 clusters Score -45430.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -45607.523438 Penalty: 2987.629883
	Iteration 6Q: 3 clusters Score -45607.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -45717.210938 Penalty: 2987.629883
	Iteration 7Q: 3 clusters Score -45717.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -45747.425781 Penalty: 2987.629883
	Iteration 8Q: 3 clusters Score -45747.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -45797.476562 Penalty: 2987.629883
	Iteration 9Q: 3 clusters Score -45797.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -45799.683594 Penalty: 2987.629883
	Iteration 10Q: 3 clusters Score -45799.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -45804.632812 Penalty: 2987.629883
	Iteration 11Q: 3 clusters Score -45804.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -45804.632812 Penalty: 2987.629883
	Iteration 12F: 3 clusters Score -45804.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266619 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12371 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 52375 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166592 members 
Mstep: Class 10 contains 129968 members 
Mstep: Class 11 contains 28800 members 
Mstep: Class 12 contains 44934 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20958 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 315 members 
Mstep: Class 23 contains 28884 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 98 members 
Entering Unmasked Estep 
Score: -122238280.000000 Penalty: 102059.687500
Splitting cluster 22 changes total score from -122240032.000000 to -122238280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (28884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28884 members 
Entering Unmasked Estep 
Score: -3901478.750000 Penalty: 2547.218506
	Iteration 0F: 2 clusters Score -3901479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -3881615.500000 Penalty: 5094.437012
	Iteration 0F: 3 clusters Score -3881616 nChanged 12983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -3888651.250000 Penalty: 5094.437012
	Iteration 1F: 3 clusters Score -3888651 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3889104.750000 Penalty: 5094.437012
	Iteration 2Q: 3 clusters Score -3889105 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -3889584.500000 Penalty: 5094.437012
	Iteration 3Q: 3 clusters Score -3889584 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -3890061.750000 Penalty: 5094.437012
	Iteration 4Q: 3 clusters Score -3890062 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -3890566.250000 Penalty: 5094.437012
	Iteration 5Q: 3 clusters Score -3890566 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -3891220.750000 Penalty: 5094.437012
	Iteration 6Q: 3 clusters Score -3891221 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3892148.250000 Penalty: 5094.437012
	Iteration 7F: 3 clusters Score -3892148 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -3893395.500000 Penalty: 5094.437012
	Iteration 8F: 3 clusters Score -3893396 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3894803.250000 Penalty: 5094.437012
	Iteration 9F: 3 clusters Score -3894803 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -3896142.750000 Penalty: 5094.437012
	Iteration 10F: 3 clusters Score -3896143 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3897262.750000 Penalty: 5094.437012
	Iteration 11Q: 3 clusters Score -3897263 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3898063.500000 Penalty: 5094.437012
	Iteration 12Q: 3 clusters Score -3898064 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3898542.250000 Penalty: 5094.437012
	Iteration 13Q: 3 clusters Score -3898542 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3898778.500000 Penalty: 5094.437012
	Iteration 14Q: 3 clusters Score -3898778 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -3898949.000000 Penalty: 5094.437012
	Iteration 15Q: 3 clusters Score -3898949 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3899044.750000 Penalty: 5094.437012
	Iteration 16Q: 3 clusters Score -3899045 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3899097.500000 Penalty: 5094.437012
	Iteration 17Q: 3 clusters Score -3899098 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3899170.250000 Penalty: 5094.437012
	Iteration 18Q: 3 clusters Score -3899170 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3899206.500000 Penalty: 5094.437012
	Iteration 19Q: 3 clusters Score -3899206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3899243.750000 Penalty: 5094.437012
	Iteration 20F: 3 clusters Score -3899244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3899260.000000 Penalty: 5094.437012
	Iteration 21Q: 3 clusters Score -3899260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3899279.000000 Penalty: 5094.437012
	Iteration 22Q: 3 clusters Score -3899279 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3899300.500000 Penalty: 5094.437012
	Iteration 23Q: 3 clusters Score -3899300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3899317.750000 Penalty: 5094.437012
	Iteration 24Q: 3 clusters Score -3899318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28032 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3899329.250000 Penalty: 5094.437012
	Iteration 25Q: 3 clusters Score -3899329 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3899351.000000 Penalty: 5094.437012
	Iteration 26Q: 3 clusters Score -3899351 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -3899357.750000 Penalty: 5094.437012
	Iteration 27Q: 3 clusters Score -3899358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3899367.750000 Penalty: 5094.437012
	Iteration 28Q: 3 clusters Score -3899368 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3899384.000000 Penalty: 5094.437012
	Iteration 29Q: 3 clusters Score -3899384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3899392.750000 Penalty: 5094.437012
	Iteration 30Q: 3 clusters Score -3899393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3899399.500000 Penalty: 5094.437012
	Iteration 31Q: 3 clusters Score -3899400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3899417.000000 Penalty: 5094.437012
	Iteration 32Q: 3 clusters Score -3899417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3899419.000000 Penalty: 5094.437012
	Iteration 33Q: 3 clusters Score -3899419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3899430.250000 Penalty: 5094.437012
	Iteration 34Q: 3 clusters Score -3899430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3899434.750000 Penalty: 5094.437012
	Iteration 35Q: 3 clusters Score -3899435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3899435.250000 Penalty: 5094.437012
	Iteration 36Q: 3 clusters Score -3899435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3899433.750000 Penalty: 5094.437012
	Iteration 37Q: 3 clusters Score -3899434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3899430.250000 Penalty: 5094.437012
	Iteration 38Q: 3 clusters Score -3899430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3899428.750000 Penalty: 5094.437012
	Iteration 39Q: 3 clusters Score -3899429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3899428.750000 Penalty: 5094.437012
	Iteration 40F: 3 clusters Score -3899429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Entering Unmasked Estep 
Score: -64795.230469 Penalty: 1536.718140
	Iteration 0F: 2 clusters Score -64795.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63316.722656 Penalty: 3073.436279
	Iteration 0F: 3 clusters Score -63316.72 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63493.351562 Penalty: 3073.436279
	Iteration 1F: 3 clusters Score -63493.35 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63574.863281 Penalty: 3073.436279
	Iteration 2F: 3 clusters Score -63574.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -63609.265625 Penalty: 3073.436279
	Iteration 3Q: 3 clusters Score -63609.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -63619.355469 Penalty: 3073.436279
	Iteration 4Q: 3 clusters Score -63619.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63624.890625 Penalty: 3073.436279
	Iteration 5Q: 3 clusters Score -63624.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63626.980469 Penalty: 3073.436279
	Iteration 6Q: 3 clusters Score -63626.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63627.683594 Penalty: 3073.436279
	Iteration 7Q: 3 clusters Score -63627.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63627.683594 Penalty: 3073.436279
	Iteration 8F: 3 clusters Score -63627.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -29981.666016 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -29981.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28862.345703 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -28862.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28965.941406 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -28965.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28985.457031 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -28985.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28991.957031 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -28991.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28991.957031 Penalty: 2750.407959
	Iteration 4F: 3 clusters Score -28991.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -29311.052734 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -29311.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28142.158203 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -28142.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28212.078125 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -28212.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28220.570312 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -28220.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28232.541016 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -28232.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28258.839844 Penalty: 2705.839355
	Iteration 4Q: 3 clusters Score -28258.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28304.878906 Penalty: 2705.839355
	Iteration 5Q: 3 clusters Score -28304.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28317.041016 Penalty: 2705.839355
	Iteration 6Q: 3 clusters Score -28317.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28401.302734 Penalty: 2705.839355
	Iteration 7Q: 3 clusters Score -28401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28443.425781 Penalty: 2705.839355
	Iteration 8Q: 3 clusters Score -28443.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28446.169922 Penalty: 2705.839355
	Iteration 9Q: 3 clusters Score -28446.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28446.169922 Penalty: 2705.839355
	Iteration 10F: 3 clusters Score -28446.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -150023.453125 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -150023.5 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 577 members 
Entering Unmasked Estep 
Score: -147951.359375 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -147951.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -148339.156250 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -148339.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -148505.828125 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -148505.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -148699.828125 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -148699.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -149082.953125 Penalty: 3490.365723
	Iteration 4F: 3 clusters Score -149083 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -149321.015625 Penalty: 3490.365723
	Iteration 5F: 3 clusters Score -149321 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -149478.796875 Penalty: 3490.365723
	Iteration 6F: 3 clusters Score -149478.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -149674.812500 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -149674.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -149836.750000 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -149836.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -149914.765625 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -149914.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -149942.984375 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -149943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -149966.609375 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -149966.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -149987.640625 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -149987.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -149995.062500 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -149995.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -149999.468750 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -149999.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -150006.125000 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -150006.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -150019.500000 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -150019.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -150030.828125 Penalty: 3490.365723
	Iteration 17Q: 3 clusters Score -150030.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -150044.687500 Penalty: 3490.365723
	Iteration 18Q: 3 clusters Score -150044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -150061.406250 Penalty: 3490.365723
	Iteration 19Q: 3 clusters Score -150061.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -150076.187500 Penalty: 3490.365723
	Iteration 20F: 3 clusters Score -150076.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -150085.640625 Penalty: 3490.365723
	Iteration 21Q: 3 clusters Score -150085.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -150097.375000 Penalty: 3490.365723
	Iteration 22Q: 3 clusters Score -150097.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -150117.218750 Penalty: 3490.365723
	Iteration 23Q: 3 clusters Score -150117.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -150145.484375 Penalty: 3490.365723
	Iteration 24Q: 3 clusters Score -150145.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -150147.843750 Penalty: 3490.365723
	Iteration 25Q: 3 clusters Score -150147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -150150.906250 Penalty: 3490.365723
	Iteration 26Q: 3 clusters Score -150150.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -150152.453125 Penalty: 3490.365723
	Iteration 27Q: 3 clusters Score -150152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -150153.953125 Penalty: 3490.365723
	Iteration 28Q: 3 clusters Score -150154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -150155.875000 Penalty: 3490.365723
	Iteration 29Q: 3 clusters Score -150155.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -150155.875000 Penalty: 3490.365723
	Iteration 30F: 3 clusters Score -150155.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266619 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12371 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 52375 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166592 members 
Mstep: Class 10 contains 129968 members 
Mstep: Class 11 contains 28800 members 
Mstep: Class 12 contains 44934 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20958 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28884 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 772 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 3034 members 
Mstep: Class 30 contains 366 members 
Entering Unmasked Estep 
Score: -122238472.000000 Penalty: 102059.687500
Splitting cluster 27 changes total score from -122240032.000000 to -122238472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -40379.449219 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -40379.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -39103.359375 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -39103.36 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39255.324219 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -39255.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -39375.757812 Penalty: 2868.777344
	Iteration 2F: 3 clusters Score -39375.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39452.453125 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -39452.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39500.832031 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -39500.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39540.175781 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -39540.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39580.066406 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -39580.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -39594.027344 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -39594.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39607.371094 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -39607.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39615.359375 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -39615.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39615.359375 Penalty: 2868.777344
	Iteration 10F: 3 clusters Score -39615.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266619 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12371 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 52375 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166592 members 
Mstep: Class 10 contains 129968 members 
Mstep: Class 11 contains 28800 members 
Mstep: Class 12 contains 44934 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20958 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4220 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19447 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28884 members 
Mstep: Class 24 contains 491 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122240264.000000 Penalty: 98657.695312
Iteration 159Q: 30 clusters Score -1.222403e+08 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266673 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12363 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33161 members 
Mstep: Class 6 contains 5150 members 
Mstep: Class 7 contains 52352 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166590 members 
Mstep: Class 10 contains 129920 members 
Mstep: Class 11 contains 28797 members 
Mstep: Class 12 contains 44934 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 435 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20969 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4207 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19478 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28885 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 3029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122240432.000000 Penalty: 98657.695312
Iteration 160F: 30 clusters Score -1.222404e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266442 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12346 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33162 members 
Mstep: Class 6 contains 5151 members 
Mstep: Class 7 contains 52336 members 
Mstep: Class 8 contains 25257 members 
Mstep: Class 9 contains 166565 members 
Mstep: Class 10 contains 129976 members 
Mstep: Class 11 contains 28789 members 
Mstep: Class 12 contains 44929 members 
Mstep: Class 13 contains 8130 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20960 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4188 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19496 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28884 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 3283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122240848.000000 Penalty: 98657.695312
Iteration 161Q: 30 clusters Score -1.222408e+08 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266230 members 
Mstep: Class 2 contains 28908 members 
Mstep: Class 3 contains 12331 members 
Mstep: Class 4 contains 5637 members 
Mstep: Class 5 contains 33162 members 
Mstep: Class 6 contains 5152 members 
Mstep: Class 7 contains 52332 members 
Mstep: Class 8 contains 25256 members 
Mstep: Class 9 contains 166532 members 
Mstep: Class 10 contains 129989 members 
Mstep: Class 11 contains 28783 members 
Mstep: Class 12 contains 44929 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20953 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4175 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19525 members 
Mstep: Class 22 contains 413 members 
Mstep: Class 23 contains 28885 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 3532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122241080.000000 Penalty: 98657.695312
Iteration 162Q: 30 clusters Score -1.222411e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266114 members 
Mstep: Class 2 contains 28912 members 
Mstep: Class 3 contains 12315 members 
Mstep: Class 4 contains 5635 members 
Mstep: Class 5 contains 33163 members 
Mstep: Class 6 contains 5154 members 
Mstep: Class 7 contains 52326 members 
Mstep: Class 8 contains 25258 members 
Mstep: Class 9 contains 166496 members 
Mstep: Class 10 contains 129906 members 
Mstep: Class 11 contains 28778 members 
Mstep: Class 12 contains 44925 members 
Mstep: Class 13 contains 8127 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20945 members 
Mstep: Class 17 contains 17053 members 
Mstep: Class 18 contains 4151 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19545 members 
Mstep: Class 22 contains 412 members 
Mstep: Class 23 contains 28884 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 3805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122241632.000000 Penalty: 98657.695312
Iteration 163Q: 30 clusters Score -1.222416e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266042 members 
Mstep: Class 2 contains 28912 members 
Mstep: Class 3 contains 12293 members 
Mstep: Class 4 contains 5634 members 
Mstep: Class 5 contains 33164 members 
Mstep: Class 6 contains 5156 members 
Mstep: Class 7 contains 52323 members 
Mstep: Class 8 contains 25259 members 
Mstep: Class 9 contains 166473 members 
Mstep: Class 10 contains 129769 members 
Mstep: Class 11 contains 28776 members 
Mstep: Class 12 contains 44930 members 
Mstep: Class 13 contains 8128 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 20940 members 
Mstep: Class 17 contains 17053 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19560 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 28883 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 4075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122242064.000000 Penalty: 98657.695312
Iteration 164Q: 30 clusters Score -1.222421e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265955 members 
Mstep: Class 2 contains 28912 members 
Mstep: Class 3 contains 12274 members 
Mstep: Class 4 contains 5634 members 
Mstep: Class 5 contains 33165 members 
Mstep: Class 6 contains 5158 members 
Mstep: Class 7 contains 52337 members 
Mstep: Class 8 contains 25259 members 
Mstep: Class 9 contains 166440 members 
Mstep: Class 10 contains 129639 members 
Mstep: Class 11 contains 28772 members 
Mstep: Class 12 contains 44926 members 
Mstep: Class 13 contains 8129 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20932 members 
Mstep: Class 17 contains 17052 members 
Mstep: Class 18 contains 4109 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19574 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 28884 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 4343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122242392.000000 Penalty: 98657.695312
Iteration 165Q: 30 clusters Score -1.222424e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265884 members 
Mstep: Class 2 contains 28912 members 
Mstep: Class 3 contains 12245 members 
Mstep: Class 4 contains 5635 members 
Mstep: Class 5 contains 33168 members 
Mstep: Class 6 contains 5158 members 
Mstep: Class 7 contains 52379 members 
Mstep: Class 8 contains 25258 members 
Mstep: Class 9 contains 166417 members 
Mstep: Class 10 contains 129442 members 
Mstep: Class 11 contains 28768 members 
Mstep: Class 12 contains 44925 members 
Mstep: Class 13 contains 8129 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20929 members 
Mstep: Class 17 contains 17051 members 
Mstep: Class 18 contains 4100 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19594 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 28886 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122242688.000000 Penalty: 98657.695312
Iteration 166Q: 30 clusters Score -1.222427e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265902 members 
Mstep: Class 2 contains 28912 members 
Mstep: Class 3 contains 12229 members 
Mstep: Class 4 contains 5632 members 
Mstep: Class 5 contains 33168 members 
Mstep: Class 6 contains 5158 members 
Mstep: Class 7 contains 52391 members 
Mstep: Class 8 contains 25260 members 
Mstep: Class 9 contains 166378 members 
Mstep: Class 10 contains 129239 members 
Mstep: Class 11 contains 28760 members 
Mstep: Class 12 contains 44919 members 
Mstep: Class 13 contains 8130 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1250 members 
Mstep: Class 16 contains 20923 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 4085 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19608 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 28886 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 4863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122242520.000000 Penalty: 98657.695312
Iteration 167Q: 30 clusters Score -1.222425e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265937 members 
Mstep: Class 2 contains 28911 members 
Mstep: Class 3 contains 12207 members 
Mstep: Class 4 contains 5632 members 
Mstep: Class 5 contains 33170 members 
Mstep: Class 6 contains 5159 members 
Mstep: Class 7 contains 52395 members 
Mstep: Class 8 contains 25261 members 
Mstep: Class 9 contains 166362 members 
Mstep: Class 10 contains 128967 members 
Mstep: Class 11 contains 28758 members 
Mstep: Class 12 contains 44921 members 
Mstep: Class 13 contains 8130 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1250 members 
Mstep: Class 16 contains 20928 members 
Mstep: Class 17 contains 17048 members 
Mstep: Class 18 contains 4063 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19611 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 28888 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122242912.000000 Penalty: 98657.695312
Iteration 168Q: 30 clusters Score -1.222429e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265877 members 
Mstep: Class 2 contains 28909 members 
Mstep: Class 3 contains 12197 members 
Mstep: Class 4 contains 5632 members 
Mstep: Class 5 contains 33173 members 
Mstep: Class 6 contains 5160 members 
Mstep: Class 7 contains 52393 members 
Mstep: Class 8 contains 25261 members 
Mstep: Class 9 contains 166365 members 
Mstep: Class 10 contains 128757 members 
Mstep: Class 11 contains 28756 members 
Mstep: Class 12 contains 44915 members 
Mstep: Class 13 contains 8129 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1250 members 
Mstep: Class 16 contains 20927 members 
Mstep: Class 17 contains 17047 members 
Mstep: Class 18 contains 4049 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 28888 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 5426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122243280.000000 Penalty: 98657.695312
Iteration 169Q: 30 clusters Score -1.222433e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265845 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12186 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 33176 members 
Mstep: Class 6 contains 5161 members 
Mstep: Class 7 contains 52420 members 
Mstep: Class 8 contains 25263 members 
Mstep: Class 9 contains 166348 members 
Mstep: Class 10 contains 128570 members 
Mstep: Class 11 contains 28753 members 
Mstep: Class 12 contains 44901 members 
Mstep: Class 13 contains 8126 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1250 members 
Mstep: Class 16 contains 20927 members 
Mstep: Class 17 contains 17047 members 
Mstep: Class 18 contains 4027 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19634 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 28889 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 5683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122243520.000000 Penalty: 98657.695312
Iteration 170Q: 30 clusters Score -1.222435e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265813 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12170 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 33179 members 
Mstep: Class 6 contains 5162 members 
Mstep: Class 7 contains 52443 members 
Mstep: Class 8 contains 25261 members 
Mstep: Class 9 contains 166347 members 
Mstep: Class 10 contains 128372 members 
Mstep: Class 11 contains 28747 members 
Mstep: Class 12 contains 44892 members 
Mstep: Class 13 contains 8125 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20936 members 
Mstep: Class 17 contains 17046 members 
Mstep: Class 18 contains 4009 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 28893 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 5933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122243944.000000 Penalty: 98657.695312
Iteration 171Q: 30 clusters Score -1.222439e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265826 members 
Mstep: Class 2 contains 28908 members 
Mstep: Class 3 contains 12156 members 
Mstep: Class 4 contains 5627 members 
Mstep: Class 5 contains 33181 members 
Mstep: Class 6 contains 5161 members 
Mstep: Class 7 contains 52449 members 
Mstep: Class 8 contains 25261 members 
Mstep: Class 9 contains 166332 members 
Mstep: Class 10 contains 128196 members 
Mstep: Class 11 contains 28742 members 
Mstep: Class 12 contains 44869 members 
Mstep: Class 13 contains 8123 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 20939 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3985 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19632 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 28897 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 6166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244168.000000 Penalty: 98657.695312
Iteration 172Q: 30 clusters Score -1.222442e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265849 members 
Mstep: Class 2 contains 28907 members 
Mstep: Class 3 contains 12140 members 
Mstep: Class 4 contains 5627 members 
Mstep: Class 5 contains 33182 members 
Mstep: Class 6 contains 5163 members 
Mstep: Class 7 contains 52452 members 
Mstep: Class 8 contains 25261 members 
Mstep: Class 9 contains 166320 members 
Mstep: Class 10 contains 128046 members 
Mstep: Class 11 contains 28739 members 
Mstep: Class 12 contains 44849 members 
Mstep: Class 13 contains 8122 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 20942 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3957 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19647 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 28899 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 6348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244312.000000 Penalty: 98657.695312
Iteration 173Q: 30 clusters Score -1.222443e+08 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265859 members 
Mstep: Class 2 contains 28905 members 
Mstep: Class 3 contains 12118 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 33183 members 
Mstep: Class 6 contains 5166 members 
Mstep: Class 7 contains 52462 members 
Mstep: Class 8 contains 25262 members 
Mstep: Class 9 contains 166320 members 
Mstep: Class 10 contains 127873 members 
Mstep: Class 11 contains 28740 members 
Mstep: Class 12 contains 44846 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 20944 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3934 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19651 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 28901 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 6537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244272.000000 Penalty: 98657.695312
Iteration 174Q: 30 clusters Score -1.222443e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265865 members 
Mstep: Class 2 contains 28908 members 
Mstep: Class 3 contains 12095 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 33183 members 
Mstep: Class 6 contains 5168 members 
Mstep: Class 7 contains 52492 members 
Mstep: Class 8 contains 25263 members 
Mstep: Class 9 contains 166319 members 
Mstep: Class 10 contains 127721 members 
Mstep: Class 11 contains 28737 members 
Mstep: Class 12 contains 44848 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 20940 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3911 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19661 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 28901 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 6689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244320.000000 Penalty: 98657.695312
Iteration 175Q: 30 clusters Score -1.222443e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265885 members 
Mstep: Class 2 contains 28907 members 
Mstep: Class 3 contains 12072 members 
Mstep: Class 4 contains 5627 members 
Mstep: Class 5 contains 33186 members 
Mstep: Class 6 contains 5166 members 
Mstep: Class 7 contains 52510 members 
Mstep: Class 8 contains 25264 members 
Mstep: Class 9 contains 166319 members 
Mstep: Class 10 contains 127576 members 
Mstep: Class 11 contains 28732 members 
Mstep: Class 12 contains 44849 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 20933 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3901 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19668 members 
Mstep: Class 22 contains 410 members 
Mstep: Class 23 contains 28902 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 6832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244504.000000 Penalty: 98657.695312
Iteration 176Q: 30 clusters Score -1.222445e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265931 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 12055 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 33186 members 
Mstep: Class 6 contains 5164 members 
Mstep: Class 7 contains 52526 members 
Mstep: Class 8 contains 25264 members 
Mstep: Class 9 contains 166329 members 
Mstep: Class 10 contains 127396 members 
Mstep: Class 11 contains 28728 members 
Mstep: Class 12 contains 44842 members 
Mstep: Class 13 contains 8121 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20932 members 
Mstep: Class 17 contains 17046 members 
Mstep: Class 18 contains 3887 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19677 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 28901 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 6980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244712.000000 Penalty: 98657.695312
Iteration 177Q: 30 clusters Score -1.222447e+08 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265964 members 
Mstep: Class 2 contains 28908 members 
Mstep: Class 3 contains 12028 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 33186 members 
Mstep: Class 6 contains 5166 members 
Mstep: Class 7 contains 52530 members 
Mstep: Class 8 contains 25266 members 
Mstep: Class 9 contains 166332 members 
Mstep: Class 10 contains 127250 members 
Mstep: Class 11 contains 28725 members 
Mstep: Class 12 contains 44841 members 
Mstep: Class 13 contains 8120 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 20931 members 
Mstep: Class 17 contains 17046 members 
Mstep: Class 18 contains 3875 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19694 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 28901 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244824.000000 Penalty: 98657.695312
Iteration 178Q: 30 clusters Score -1.222448e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266011 members 
Mstep: Class 2 contains 28909 members 
Mstep: Class 3 contains 12013 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 33186 members 
Mstep: Class 6 contains 5170 members 
Mstep: Class 7 contains 52528 members 
Mstep: Class 8 contains 25265 members 
Mstep: Class 9 contains 166345 members 
Mstep: Class 10 contains 127096 members 
Mstep: Class 11 contains 28723 members 
Mstep: Class 12 contains 44835 members 
Mstep: Class 13 contains 8120 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 20930 members 
Mstep: Class 17 contains 17046 members 
Mstep: Class 18 contains 3861 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19699 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 28902 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244744.000000 Penalty: 98657.695312
Iteration 179Q: 30 clusters Score -1.222447e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266051 members 
Mstep: Class 2 contains 28908 members 
Mstep: Class 3 contains 11999 members 
Mstep: Class 4 contains 5627 members 
Mstep: Class 5 contains 33186 members 
Mstep: Class 6 contains 5177 members 
Mstep: Class 7 contains 52527 members 
Mstep: Class 8 contains 25266 members 
Mstep: Class 9 contains 166349 members 
Mstep: Class 10 contains 126996 members 
Mstep: Class 11 contains 28720 members 
Mstep: Class 12 contains 44826 members 
Mstep: Class 13 contains 8119 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 20925 members 
Mstep: Class 17 contains 17047 members 
Mstep: Class 18 contains 3848 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19698 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 28903 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244752.000000 Penalty: 98657.695312
Iteration 180F: 30 clusters Score -1.222448e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266073 members 
Mstep: Class 2 contains 28907 members 
Mstep: Class 3 contains 11984 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 33189 members 
Mstep: Class 6 contains 5180 members 
Mstep: Class 7 contains 52521 members 
Mstep: Class 8 contains 25267 members 
Mstep: Class 9 contains 166361 members 
Mstep: Class 10 contains 126930 members 
Mstep: Class 11 contains 28719 members 
Mstep: Class 12 contains 44822 members 
Mstep: Class 13 contains 8119 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 20926 members 
Mstep: Class 17 contains 17044 members 
Mstep: Class 18 contains 3837 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19700 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 28904 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244664.000000 Penalty: 98657.695312
Iteration 181Q: 30 clusters Score -1.222447e+08 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266084 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 11976 members 
Mstep: Class 4 contains 5625 members 
Mstep: Class 5 contains 33190 members 
Mstep: Class 6 contains 5172 members 
Mstep: Class 7 contains 52531 members 
Mstep: Class 8 contains 25271 members 
Mstep: Class 9 contains 166368 members 
Mstep: Class 10 contains 126876 members 
Mstep: Class 11 contains 28717 members 
Mstep: Class 12 contains 44820 members 
Mstep: Class 13 contains 8119 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 20926 members 
Mstep: Class 17 contains 17043 members 
Mstep: Class 18 contains 3827 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19705 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244696.000000 Penalty: 98657.695312
Iteration 182Q: 30 clusters Score -1.222447e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266111 members 
Mstep: Class 2 contains 28905 members 
Mstep: Class 3 contains 11961 members 
Mstep: Class 4 contains 5625 members 
Mstep: Class 5 contains 33190 members 
Mstep: Class 6 contains 5172 members 
Mstep: Class 7 contains 52532 members 
Mstep: Class 8 contains 25274 members 
Mstep: Class 9 contains 166383 members 
Mstep: Class 10 contains 126805 members 
Mstep: Class 11 contains 28717 members 
Mstep: Class 12 contains 44822 members 
Mstep: Class 13 contains 8119 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20923 members 
Mstep: Class 17 contains 17043 members 
Mstep: Class 18 contains 3813 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19708 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 28908 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244544.000000 Penalty: 98657.695312
Iteration 183Q: 30 clusters Score -1.222445e+08 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266140 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 11952 members 
Mstep: Class 4 contains 5626 members 
Mstep: Class 5 contains 33190 members 
Mstep: Class 6 contains 5170 members 
Mstep: Class 7 contains 52540 members 
Mstep: Class 8 contains 25274 members 
Mstep: Class 9 contains 166397 members 
Mstep: Class 10 contains 126707 members 
Mstep: Class 11 contains 28716 members 
Mstep: Class 12 contains 44831 members 
Mstep: Class 13 contains 8118 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20921 members 
Mstep: Class 17 contains 17043 members 
Mstep: Class 18 contains 3803 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19721 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 28908 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244640.000000 Penalty: 98657.695312
Iteration 184Q: 30 clusters Score -1.222446e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266166 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 11942 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 33189 members 
Mstep: Class 6 contains 5173 members 
Mstep: Class 7 contains 52543 members 
Mstep: Class 8 contains 25275 members 
Mstep: Class 9 contains 166405 members 
Mstep: Class 10 contains 126626 members 
Mstep: Class 11 contains 28715 members 
Mstep: Class 12 contains 44836 members 
Mstep: Class 13 contains 8115 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20919 members 
Mstep: Class 17 contains 17044 members 
Mstep: Class 18 contains 3793 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19726 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244648.000000 Penalty: 98657.695312
Iteration 185Q: 30 clusters Score -1.222446e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266205 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 11933 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 33188 members 
Mstep: Class 6 contains 5174 members 
Mstep: Class 7 contains 52550 members 
Mstep: Class 8 contains 25274 members 
Mstep: Class 9 contains 166405 members 
Mstep: Class 10 contains 126543 members 
Mstep: Class 11 contains 28713 members 
Mstep: Class 12 contains 44836 members 
Mstep: Class 13 contains 8115 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20919 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3785 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19730 members 
Mstep: Class 22 contains 409 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244712.000000 Penalty: 98657.695312
Iteration 186Q: 30 clusters Score -1.222447e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266206 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 11918 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 33188 members 
Mstep: Class 6 contains 5173 members 
Mstep: Class 7 contains 52551 members 
Mstep: Class 8 contains 25274 members 
Mstep: Class 9 contains 166421 members 
Mstep: Class 10 contains 126498 members 
Mstep: Class 11 contains 28711 members 
Mstep: Class 12 contains 44845 members 
Mstep: Class 13 contains 8114 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20919 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3773 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19727 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244736.000000 Penalty: 98657.695312
Iteration 187Q: 30 clusters Score -1.222447e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266229 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 11908 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 33188 members 
Mstep: Class 6 contains 5173 members 
Mstep: Class 7 contains 52555 members 
Mstep: Class 8 contains 25273 members 
Mstep: Class 9 contains 166431 members 
Mstep: Class 10 contains 126445 members 
Mstep: Class 11 contains 28709 members 
Mstep: Class 12 contains 44846 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20917 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3754 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19727 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244544.000000 Penalty: 98657.695312
Iteration 188Q: 30 clusters Score -1.222445e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266256 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 11896 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 33188 members 
Mstep: Class 6 contains 5173 members 
Mstep: Class 7 contains 52545 members 
Mstep: Class 8 contains 25273 members 
Mstep: Class 9 contains 166435 members 
Mstep: Class 10 contains 126394 members 
Mstep: Class 11 contains 28709 members 
Mstep: Class 12 contains 44847 members 
Mstep: Class 13 contains 8111 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 20918 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3734 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19733 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244608.000000 Penalty: 98657.695312
Iteration 189Q: 30 clusters Score -1.222446e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266269 members 
Mstep: Class 2 contains 28905 members 
Mstep: Class 3 contains 11886 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 33188 members 
Mstep: Class 6 contains 5172 members 
Mstep: Class 7 contains 52552 members 
Mstep: Class 8 contains 25273 members 
Mstep: Class 9 contains 166445 members 
Mstep: Class 10 contains 126338 members 
Mstep: Class 11 contains 28707 members 
Mstep: Class 12 contains 44845 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 20919 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3718 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19738 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244744.000000 Penalty: 98657.695312
Iteration 190Q: 30 clusters Score -1.222447e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266285 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 11874 members 
Mstep: Class 4 contains 5628 members 
Mstep: Class 5 contains 33188 members 
Mstep: Class 6 contains 5171 members 
Mstep: Class 7 contains 52560 members 
Mstep: Class 8 contains 25273 members 
Mstep: Class 9 contains 166451 members 
Mstep: Class 10 contains 126276 members 
Mstep: Class 11 contains 28703 members 
Mstep: Class 12 contains 44849 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 20918 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3703 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19744 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244704.000000 Penalty: 98657.695312
Iteration 191Q: 30 clusters Score -1.222447e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266305 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 11865 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 33188 members 
Mstep: Class 6 contains 5170 members 
Mstep: Class 7 contains 52552 members 
Mstep: Class 8 contains 25273 members 
Mstep: Class 9 contains 166463 members 
Mstep: Class 10 contains 126232 members 
Mstep: Class 11 contains 28701 members 
Mstep: Class 12 contains 44847 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 20916 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3693 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19745 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244824.000000 Penalty: 98657.695312
Iteration 192Q: 30 clusters Score -1.222448e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266314 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 11862 members 
Mstep: Class 4 contains 5630 members 
Mstep: Class 5 contains 33188 members 
Mstep: Class 6 contains 5170 members 
Mstep: Class 7 contains 52550 members 
Mstep: Class 8 contains 25274 members 
Mstep: Class 9 contains 166471 members 
Mstep: Class 10 contains 126195 members 
Mstep: Class 11 contains 28699 members 
Mstep: Class 12 contains 44847 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 20918 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3687 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19744 members 
Mstep: Class 22 contains 408 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 7978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244744.000000 Penalty: 98657.695312
Iteration 193Q: 30 clusters Score -1.222447e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266309 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 11849 members 
Mstep: Class 4 contains 5630 members 
Mstep: Class 5 contains 33189 members 
Mstep: Class 6 contains 5170 members 
Mstep: Class 7 contains 52549 members 
Mstep: Class 8 contains 25274 members 
Mstep: Class 9 contains 166468 members 
Mstep: Class 10 contains 126186 members 
Mstep: Class 11 contains 28698 members 
Mstep: Class 12 contains 44848 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20920 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3675 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19746 members 
Mstep: Class 22 contains 407 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244808.000000 Penalty: 98657.695312
Iteration 194Q: 30 clusters Score -1.222448e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266296 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 11840 members 
Mstep: Class 4 contains 5630 members 
Mstep: Class 5 contains 33190 members 
Mstep: Class 6 contains 5173 members 
Mstep: Class 7 contains 52553 members 
Mstep: Class 8 contains 25276 members 
Mstep: Class 9 contains 166474 members 
Mstep: Class 10 contains 126177 members 
Mstep: Class 11 contains 28694 members 
Mstep: Class 12 contains 44850 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20920 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3666 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19750 members 
Mstep: Class 22 contains 404 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8040 members 
Entering Unmasked Estep 
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Iteration 195Q: 30 clusters Score -1.222448e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266292 members 
Mstep: Class 2 contains 28905 members 
Mstep: Class 3 contains 11832 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 5176 members 
Mstep: Class 7 contains 52553 members 
Mstep: Class 8 contains 25277 members 
Mstep: Class 9 contains 166481 members 
Mstep: Class 10 contains 126151 members 
Mstep: Class 11 contains 28687 members 
Mstep: Class 12 contains 44853 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20922 members 
Mstep: Class 17 contains 17045 members 
Mstep: Class 18 contains 3664 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19753 members 
Mstep: Class 22 contains 401 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244912.000000 Penalty: 98657.695312
Iteration 196Q: 30 clusters Score -1.222449e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266266 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 11824 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 5181 members 
Mstep: Class 7 contains 52557 members 
Mstep: Class 8 contains 25278 members 
Mstep: Class 9 contains 166494 members 
Mstep: Class 10 contains 126146 members 
Mstep: Class 11 contains 28680 members 
Mstep: Class 12 contains 44857 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20922 members 
Mstep: Class 17 contains 17046 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 400 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244912.000000 Penalty: 98657.695312
Iteration 197Q: 30 clusters Score -1.222449e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266219 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 11817 members 
Mstep: Class 4 contains 5630 members 
Mstep: Class 5 contains 33192 members 
Mstep: Class 6 contains 5185 members 
Mstep: Class 7 contains 52557 members 
Mstep: Class 8 contains 25278 members 
Mstep: Class 9 contains 166504 members 
Mstep: Class 10 contains 126160 members 
Mstep: Class 11 contains 28674 members 
Mstep: Class 12 contains 44861 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20923 members 
Mstep: Class 17 contains 17046 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 400 members 
Mstep: Class 23 contains 28908 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244912.000000 Penalty: 98657.695312
Iteration 198Q: 30 clusters Score -1.222449e+08 nChanged 155
Entering ConstructFrom: 
Score: -122244912.000000 Penalty: 98657.695312
Entering ConstructFrom: 
Trying to split cluster 1 (266188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266188 members 
Entering Unmasked Estep 
Score: -37204436.000000 Penalty: 3098.005615
	Iteration 0F: 2 clusters Score -3.720444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133658 members 
Mstep: Class 2 contains 132530 members 
Entering Unmasked Estep 
Score: -37045468.000000 Penalty: 6196.011230
	Iteration 0F: 3 clusters Score -3.704547e+07 nChanged 128896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146252 members 
Mstep: Class 2 contains 119936 members 
Entering Unmasked Estep 
Score: -37123216.000000 Penalty: 6196.011230
	Iteration 1F: 3 clusters Score -3.712322e+07 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154688 members 
Mstep: Class 2 contains 111500 members 
Entering Unmasked Estep 
Score: -37126580.000000 Penalty: 6196.011230
	Iteration 2Q: 3 clusters Score -3.712658e+07 nChanged 13994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167842 members 
Mstep: Class 2 contains 98346 members 
Entering Unmasked Estep 
Score: -37133648.000000 Penalty: 6196.011230
	Iteration 3F: 3 clusters Score -3.713365e+07 nChanged 19486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186740 members 
Mstep: Class 2 contains 79448 members 
Entering Unmasked Estep 
Score: -37146572.000000 Penalty: 6196.011230
	Iteration 4F: 3 clusters Score -3.714657e+07 nChanged 23703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209899 members 
Mstep: Class 2 contains 56289 members 
Entering Unmasked Estep 
Score: -37165968.000000 Penalty: 6196.011230
	Iteration 5F: 3 clusters Score -3.716597e+07 nChanged 22946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232449 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -37187084.000000 Penalty: 6196.011230
	Iteration 6F: 3 clusters Score -3.718708e+07 nChanged 16928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249193 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -37199520.000000 Penalty: 6196.011230
	Iteration 7F: 3 clusters Score -3.719952e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258974 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -37201984.000000 Penalty: 6196.011230
	Iteration 8Q: 3 clusters Score -3.720198e+07 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263305 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -37202172.000000 Penalty: 6196.011230
	Iteration 9Q: 3 clusters Score -3.720217e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264944 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -37201900.000000 Penalty: 6196.011230
	Iteration 10Q: 3 clusters Score -3.72019e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265456 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -37201896.000000 Penalty: 6196.011230
	Iteration 11Q: 3 clusters Score -3.72019e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265641 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -37201936.000000 Penalty: 6196.011230
	Iteration 12Q: 3 clusters Score -3.720194e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265733 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -37201984.000000 Penalty: 6196.011230
	Iteration 13Q: 3 clusters Score -3.720198e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265769 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -37201984.000000 Penalty: 6196.011230
	Iteration 14Q: 3 clusters Score -3.720198e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265791 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -37202004.000000 Penalty: 6196.011230
	Iteration 15Q: 3 clusters Score -3.7202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265803 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -37201988.000000 Penalty: 6196.011230
	Iteration 16Q: 3 clusters Score -3.720199e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265809 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -37201996.000000 Penalty: 6196.011230
	Iteration 17Q: 3 clusters Score -3.7202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265816 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -37202008.000000 Penalty: 6196.011230
	Iteration 18Q: 3 clusters Score -3.720201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265824 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -37202012.000000 Penalty: 6196.011230
	Iteration 19Q: 3 clusters Score -3.720201e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265827 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -37202004.000000 Penalty: 6196.011230
	Iteration 20F: 3 clusters Score -3.7202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265828 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37202004.000000 Penalty: 6196.011230
	Iteration 21Q: 3 clusters Score -3.7202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265829 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -37202016.000000 Penalty: 6196.011230
	Iteration 22Q: 3 clusters Score -3.720202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265830 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37202016.000000 Penalty: 6196.011230
	Iteration 23Q: 3 clusters Score -3.720202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265830 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37202016.000000 Penalty: 6196.011230
	Iteration 24Q: 3 clusters Score -3.720202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265831 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -37202016.000000 Penalty: 6196.011230
	Iteration 25Q: 3 clusters Score -3.720202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265833 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37202016.000000 Penalty: 6196.011230
	Iteration 26Q: 3 clusters Score -3.720202e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265833 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -37202032.000000 Penalty: 6196.011230
	Iteration 27Q: 3 clusters Score -3.720203e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265834 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -37202016.000000 Penalty: 6196.011230
	Iteration 28Q: 3 clusters Score -3.720202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265835 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -37202004.000000 Penalty: 6196.011230
	Iteration 29Q: 3 clusters Score -3.7202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265836 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37202020.000000 Penalty: 6196.011230
	Iteration 30Q: 3 clusters Score -3.720202e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265837 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37202016.000000 Penalty: 6196.011230
	Iteration 31Q: 3 clusters Score -3.720202e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265837 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37202016.000000 Penalty: 6196.011230
	Iteration 32F: 3 clusters Score -3.720202e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Entering Unmasked Estep 
Score: -3948481.000000 Penalty: 2547.381836
	Iteration 0F: 2 clusters Score -3948481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3928656.000000 Penalty: 5094.763672
	Iteration 0F: 3 clusters Score -3928656 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -3935823.000000 Penalty: 5094.763672
	Iteration 1F: 3 clusters Score -3935823 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -3936334.500000 Penalty: 5094.763672
	Iteration 2F: 3 clusters Score -3936334 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -3936842.500000 Penalty: 5094.763672
	Iteration 3Q: 3 clusters Score -3936842 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3937302.000000 Penalty: 5094.763672
	Iteration 4Q: 3 clusters Score -3937302 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -3937767.000000 Penalty: 5094.763672
	Iteration 5Q: 3 clusters Score -3937767 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3938305.000000 Penalty: 5094.763672
	Iteration 6Q: 3 clusters Score -3938305 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3938868.250000 Penalty: 5094.763672
	Iteration 7Q: 3 clusters Score -3938868 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3939499.750000 Penalty: 5094.763672
	Iteration 8Q: 3 clusters Score -3939500 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3940149.500000 Penalty: 5094.763672
	Iteration 9Q: 3 clusters Score -3940150 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3940810.500000 Penalty: 5094.763672
	Iteration 10Q: 3 clusters Score -3940810 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3941426.000000 Penalty: 5094.763672
	Iteration 11Q: 3 clusters Score -3941426 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -3941934.500000 Penalty: 5094.763672
	Iteration 12Q: 3 clusters Score -3941934 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -3942304.000000 Penalty: 5094.763672
	Iteration 13Q: 3 clusters Score -3942304 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -3942596.250000 Penalty: 5094.763672
	Iteration 14Q: 3 clusters Score -3942596 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -3942803.500000 Penalty: 5094.763672
	Iteration 15Q: 3 clusters Score -3942804 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3942944.750000 Penalty: 5094.763672
	Iteration 16Q: 3 clusters Score -3942945 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -3943057.000000 Penalty: 5094.763672
	Iteration 17Q: 3 clusters Score -3943057 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3943149.000000 Penalty: 5094.763672
	Iteration 18Q: 3 clusters Score -3943149 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -3943222.000000 Penalty: 5094.763672
	Iteration 19Q: 3 clusters Score -3943222 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -3943275.750000 Penalty: 5094.763672
	Iteration 20F: 3 clusters Score -3943276 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -3943365.500000 Penalty: 5094.763672
	Iteration 21Q: 3 clusters Score -3943366 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -3943428.500000 Penalty: 5094.763672
	Iteration 22Q: 3 clusters Score -3943428 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3943477.750000 Penalty: 5094.763672
	Iteration 23Q: 3 clusters Score -3943478 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3943520.000000 Penalty: 5094.763672
	Iteration 24Q: 3 clusters Score -3943520 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -3943566.000000 Penalty: 5094.763672
	Iteration 25Q: 3 clusters Score -3943566 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -3943632.500000 Penalty: 5094.763672
	Iteration 26Q: 3 clusters Score -3943632 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3943654.500000 Penalty: 5094.763672
	Iteration 27Q: 3 clusters Score -3943654 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -3943677.500000 Penalty: 5094.763672
	Iteration 28Q: 3 clusters Score -3943678 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3943715.500000 Penalty: 5094.763672
	Iteration 29Q: 3 clusters Score -3943716 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3943756.750000 Penalty: 5094.763672
	Iteration 30Q: 3 clusters Score -3943757 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -3943772.750000 Penalty: 5094.763672
	Iteration 31Q: 3 clusters Score -3943773 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3943813.500000 Penalty: 5094.763672
	Iteration 32Q: 3 clusters Score -3943814 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3943818.250000 Penalty: 5094.763672
	Iteration 33Q: 3 clusters Score -3943818 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -3943840.250000 Penalty: 5094.763672
	Iteration 34Q: 3 clusters Score -3943840 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3943873.500000 Penalty: 5094.763672
	Iteration 35Q: 3 clusters Score -3943874 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -3943882.500000 Penalty: 5094.763672
	Iteration 36Q: 3 clusters Score -3943882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -3943920.250000 Penalty: 5094.763672
	Iteration 37Q: 3 clusters Score -3943920 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3943946.000000 Penalty: 5094.763672
	Iteration 38Q: 3 clusters Score -3943946 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -3943982.250000 Penalty: 5094.763672
	Iteration 39Q: 3 clusters Score -3943982 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3944006.750000 Penalty: 5094.763672
	Iteration 40F: 3 clusters Score -3944007 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -3944046.750000 Penalty: 5094.763672
	Iteration 41Q: 3 clusters Score -3944047 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3945630 nChanged 225
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Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3945685 nChanged 221
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Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3945757 nChanged 224
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Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3945832 nChanged 200
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Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3945956 nChanged 162
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Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3945998 nChanged 146
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Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3946080 nChanged 124
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Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3200 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3946152 nChanged 117
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Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -3946182 nChanged 118
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Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3946231 nChanged 110
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Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3946262 nChanged 103
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Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3946309 nChanged 100
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Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 26229 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3946337 nChanged 86
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Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3946364 nChanged 74
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Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 26375 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3946388 nChanged 52
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Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3946392 nChanged 38
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Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3946406 nChanged 38
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Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3946409 nChanged 32
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Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3946422 nChanged 25
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Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3946422 nChanged 24
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Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3946426 nChanged 29
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Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3946431 nChanged 31
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Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3946430 nChanged 27
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Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3946437 nChanged 28
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Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3946448 nChanged 18
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Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3946445 nChanged 17
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Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3946452 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3946460 nChanged 26
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Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -3946462 nChanged 28
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Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3946477 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3946489 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3946494 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3946506 nChanged 33
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Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3946512 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 26912 members 
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	Iteration 94Q: 3 clusters Score -3946519 nChanged 33
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Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3946540 nChanged 34
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Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 26963 members 
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	Iteration 96Q: 3 clusters Score -3946550 nChanged 32
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Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3946561 nChanged 35
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Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 27014 members 
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	Iteration 98Q: 3 clusters Score -3946566 nChanged 30
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Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3946575 nChanged 20
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Mstep: Class 1 contains 1855 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3946582 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3946590 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 27071 members 
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	Iteration 102Q: 3 clusters Score -3946588 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1821 members 
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	Iteration 103Q: 3 clusters Score -3946596 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1809 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3946598 nChanged 12
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Mstep: Class 1 contains 1801 members 
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	Iteration 105Q: 3 clusters Score -3946593 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3946598 nChanged 16
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Mstep: Class 1 contains 1770 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3946603 nChanged 19
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Mstep: Class 1 contains 1751 members 
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	Iteration 108Q: 3 clusters Score -3946598 nChanged 18
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Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -3946611.000000 Penalty: 5094.763672
	Iteration 109Q: 3 clusters Score -3946611 nChanged 14
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Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3946617 nChanged 13
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Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3946616 nChanged 10
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Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3946620 nChanged 5
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Mstep: Class 1 contains 1709 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3946619 nChanged 4
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Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3946627 nChanged 3
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Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 27201 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3946630 nChanged 2
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Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3946627 nChanged 5
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Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 27208 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3946626 nChanged 10
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Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3946628 nChanged 10
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Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -3946635.000000 Penalty: 5094.763672
	Iteration 119Q: 3 clusters Score -3946635 nChanged 9
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Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3946642.250000 Penalty: 5094.763672
	Iteration 120F: 3 clusters Score -3946642 nChanged 11
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Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3946640 nChanged 12
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Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3946646 nChanged 10
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Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3946649 nChanged 5
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Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3946653 nChanged 4
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Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3946650 nChanged 3
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Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3946648 nChanged 4
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Mstep: Class 1 contains 1629 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3946651 nChanged 2
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Mstep: Class 1 contains 1627 members 
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	Iteration 128Q: 3 clusters Score -3946652 nChanged 2
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Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3946651 nChanged 2
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Mstep: Class 1 contains 1625 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3946654 nChanged 1
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	Iteration 131Q: 3 clusters Score -3946656 nChanged 1
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	Iteration 132Q: 3 clusters Score -3946654 nChanged 1
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	Iteration 133Q: 3 clusters Score -3946655 nChanged 2
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3946657 nChanged 0
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Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -3946657.250000 Penalty: 5094.763672
	Iteration 135F: 3 clusters Score -3946657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Entering Unmasked Estep 
Score: -1532359.875000 Penalty: 2325.253906
	Iteration 0F: 2 clusters Score -1532360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1523538.750000 Penalty: 4650.507812
	Iteration 0F: 3 clusters Score -1523539 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1526168.125000 Penalty: 4650.507812
	Iteration 1F: 3 clusters Score -1526168 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1526448.500000 Penalty: 4650.507812
	Iteration 2F: 3 clusters Score -1526448 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1526645.000000 Penalty: 4650.507812
	Iteration 3Q: 3 clusters Score -1526645 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1526785.500000 Penalty: 4650.507812
	Iteration 4Q: 3 clusters Score -1526786 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1526906.250000 Penalty: 4650.507812
	Iteration 5Q: 3 clusters Score -1526906 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1527017.875000 Penalty: 4650.507812
	Iteration 6Q: 3 clusters Score -1527018 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1527120.625000 Penalty: 4650.507812
	Iteration 7Q: 3 clusters Score -1527121 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1527211.500000 Penalty: 4650.507812
	Iteration 8Q: 3 clusters Score -1527212 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1527295.750000 Penalty: 4650.507812
	Iteration 9Q: 3 clusters Score -1527296 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1527383.750000 Penalty: 4650.507812
	Iteration 10Q: 3 clusters Score -1527384 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1527479.125000 Penalty: 4650.507812
	Iteration 11Q: 3 clusters Score -1527479 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1527585.625000 Penalty: 4650.507812
	Iteration 12Q: 3 clusters Score -1527586 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1527690.250000 Penalty: 4650.507812
	Iteration 13Q: 3 clusters Score -1527690 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1527777.000000 Penalty: 4650.507812
	Iteration 14Q: 3 clusters Score -1527777 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1527852.375000 Penalty: 4650.507812
	Iteration 15Q: 3 clusters Score -1527852 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1527907.625000 Penalty: 4650.507812
	Iteration 16Q: 3 clusters Score -1527908 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1527967.875000 Penalty: 4650.507812
	Iteration 17Q: 3 clusters Score -1527968 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1528021.250000 Penalty: 4650.507812
	Iteration 18Q: 3 clusters Score -1528021 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1528062.125000 Penalty: 4650.507812
	Iteration 19Q: 3 clusters Score -1528062 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1528095.250000 Penalty: 4650.507812
	Iteration 20F: 3 clusters Score -1528095 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1528135.750000 Penalty: 4650.507812
	Iteration 21Q: 3 clusters Score -1528136 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1528175.250000 Penalty: 4650.507812
	Iteration 22Q: 3 clusters Score -1528175 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1528223.375000 Penalty: 4650.507812
	Iteration 23Q: 3 clusters Score -1528223 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1528268.750000 Penalty: 4650.507812
	Iteration 24Q: 3 clusters Score -1528269 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1528306.375000 Penalty: 4650.507812
	Iteration 25Q: 3 clusters Score -1528306 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1528334.250000 Penalty: 4650.507812
	Iteration 26Q: 3 clusters Score -1528334 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1528362.250000 Penalty: 4650.507812
	Iteration 27Q: 3 clusters Score -1528362 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1528387.250000 Penalty: 4650.507812
	Iteration 28Q: 3 clusters Score -1528387 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1528411.125000 Penalty: 4650.507812
	Iteration 29Q: 3 clusters Score -1528411 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1528443.500000 Penalty: 4650.507812
	Iteration 30Q: 3 clusters Score -1528444 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -1528474.250000 Penalty: 4650.507812
	Iteration 31Q: 3 clusters Score -1528474 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1528514.250000 Penalty: 4650.507812
	Iteration 32Q: 3 clusters Score -1528514 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1528551.750000 Penalty: 4650.507812
	Iteration 33Q: 3 clusters Score -1528552 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1528599.500000 Penalty: 4650.507812
	Iteration 34Q: 3 clusters Score -1528600 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1528642.500000 Penalty: 4650.507812
	Iteration 35Q: 3 clusters Score -1528642 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1528697.625000 Penalty: 4650.507812
	Iteration 36Q: 3 clusters Score -1528698 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1528765.625000 Penalty: 4650.507812
	Iteration 37Q: 3 clusters Score -1528766 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1528841.125000 Penalty: 4650.507812
	Iteration 38Q: 3 clusters Score -1528841 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1528927.125000 Penalty: 4650.507812
	Iteration 39Q: 3 clusters Score -1528927 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1529019.625000 Penalty: 4650.507812
	Iteration 40F: 3 clusters Score -1529020 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1529121.125000 Penalty: 4650.507812
	Iteration 41Q: 3 clusters Score -1529121 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1529235.375000 Penalty: 4650.507812
	Iteration 42Q: 3 clusters Score -1529235 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1529362.875000 Penalty: 4650.507812
	Iteration 43Q: 3 clusters Score -1529363 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1529513.125000 Penalty: 4650.507812
	Iteration 44Q: 3 clusters Score -1529513 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1529705.875000 Penalty: 4650.507812
	Iteration 45Q: 3 clusters Score -1529706 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1529920.875000 Penalty: 4650.507812
	Iteration 46Q: 3 clusters Score -1529921 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1530152.750000 Penalty: 4650.507812
	Iteration 47Q: 3 clusters Score -1530153 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1530364.125000 Penalty: 4650.507812
	Iteration 48Q: 3 clusters Score -1530364 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1530543.625000 Penalty: 4650.507812
	Iteration 49Q: 3 clusters Score -1530544 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1530663.875000 Penalty: 4650.507812
	Iteration 50Q: 3 clusters Score -1530664 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1530743.875000 Penalty: 4650.507812
	Iteration 51Q: 3 clusters Score -1530744 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1530805.875000 Penalty: 4650.507812
	Iteration 52Q: 3 clusters Score -1530806 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1530862.000000 Penalty: 4650.507812
	Iteration 53Q: 3 clusters Score -1530862 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1530897.375000 Penalty: 4650.507812
	Iteration 54Q: 3 clusters Score -1530897 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1530930.250000 Penalty: 4650.507812
	Iteration 55Q: 3 clusters Score -1530930 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1530959.250000 Penalty: 4650.507812
	Iteration 56Q: 3 clusters Score -1530959 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1530975.500000 Penalty: 4650.507812
	Iteration 57Q: 3 clusters Score -1530976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1530994.875000 Penalty: 4650.507812
	Iteration 58Q: 3 clusters Score -1530995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1531006.500000 Penalty: 4650.507812
	Iteration 59Q: 3 clusters Score -1531006 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1531020.500000 Penalty: 4650.507812
	Iteration 60F: 3 clusters Score -1531020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1531028.625000 Penalty: 4650.507812
	Iteration 61Q: 3 clusters Score -1531029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1531037.125000 Penalty: 4650.507812
	Iteration 62Q: 3 clusters Score -1531037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1531039.375000 Penalty: 4650.507812
	Iteration 63Q: 3 clusters Score -1531039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1531040.750000 Penalty: 4650.507812
	Iteration 64Q: 3 clusters Score -1531041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1531040.250000 Penalty: 4650.507812
	Iteration 65Q: 3 clusters Score -1531040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1531045.000000 Penalty: 4650.507812
	Iteration 66Q: 3 clusters Score -1531045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1531045.875000 Penalty: 4650.507812
	Iteration 67Q: 3 clusters Score -1531046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1531047.750000 Penalty: 4650.507812
	Iteration 68Q: 3 clusters Score -1531048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1531049.625000 Penalty: 4650.507812
	Iteration 69Q: 3 clusters Score -1531050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1531047.750000 Penalty: 4650.507812
	Iteration 70Q: 3 clusters Score -1531048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1531049.625000 Penalty: 4650.507812
	Iteration 71Q: 3 clusters Score -1531050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1531049.625000 Penalty: 4650.507812
	Iteration 72F: 3 clusters Score -1531050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Entering Unmasked Estep 
Score: -752791.437500 Penalty: 2141.650391
	Iteration 0F: 2 clusters Score -752791.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -747896.875000 Penalty: 4283.300781
	Iteration 0F: 3 clusters Score -747896.9 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -749122.375000 Penalty: 4283.300781
	Iteration 1F: 3 clusters Score -749122.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -749412.625000 Penalty: 4283.300781
	Iteration 2F: 3 clusters Score -749412.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -749690.000000 Penalty: 4283.300781
	Iteration 3F: 3 clusters Score -749690 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -749919.750000 Penalty: 4283.300781
	Iteration 4F: 3 clusters Score -749919.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -750176.125000 Penalty: 4283.300781
	Iteration 5F: 3 clusters Score -750176.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -750419.937500 Penalty: 4283.300781
	Iteration 6F: 3 clusters Score -750419.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -750652.875000 Penalty: 4283.300781
	Iteration 7F: 3 clusters Score -750652.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -750823.187500 Penalty: 4283.300781
	Iteration 8Q: 3 clusters Score -750823.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -750939.250000 Penalty: 4283.300781
	Iteration 9Q: 3 clusters Score -750939.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -751035.062500 Penalty: 4283.300781
	Iteration 10Q: 3 clusters Score -751035.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -751104.062500 Penalty: 4283.300781
	Iteration 11Q: 3 clusters Score -751104.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -751166.187500 Penalty: 4283.300781
	Iteration 12Q: 3 clusters Score -751166.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -751207.312500 Penalty: 4283.300781
	Iteration 13Q: 3 clusters Score -751207.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -751237.000000 Penalty: 4283.300781
	Iteration 14Q: 3 clusters Score -751237 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -751265.000000 Penalty: 4283.300781
	Iteration 15Q: 3 clusters Score -751265 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -751282.750000 Penalty: 4283.300781
	Iteration 16Q: 3 clusters Score -751282.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -751301.625000 Penalty: 4283.300781
	Iteration 17Q: 3 clusters Score -751301.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -751312.687500 Penalty: 4283.300781
	Iteration 18Q: 3 clusters Score -751312.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -751320.312500 Penalty: 4283.300781
	Iteration 19Q: 3 clusters Score -751320.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -751327.187500 Penalty: 4283.300781
	Iteration 20F: 3 clusters Score -751327.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -751332.000000 Penalty: 4283.300781
	Iteration 21Q: 3 clusters Score -751332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -751338.062500 Penalty: 4283.300781
	Iteration 22Q: 3 clusters Score -751338.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -751342.312500 Penalty: 4283.300781
	Iteration 23Q: 3 clusters Score -751342.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -751346.500000 Penalty: 4283.300781
	Iteration 24Q: 3 clusters Score -751346.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -751347.812500 Penalty: 4283.300781
	Iteration 25Q: 3 clusters Score -751347.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -751352.937500 Penalty: 4283.300781
	Iteration 26Q: 3 clusters Score -751352.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -751357.687500 Penalty: 4283.300781
	Iteration 27Q: 3 clusters Score -751357.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -751362.875000 Penalty: 4283.300781
	Iteration 28Q: 3 clusters Score -751362.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -751372.250000 Penalty: 4283.300781
	Iteration 29Q: 3 clusters Score -751372.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -751374.375000 Penalty: 4283.300781
	Iteration 30Q: 3 clusters Score -751374.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -751376.750000 Penalty: 4283.300781
	Iteration 31Q: 3 clusters Score -751376.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -751380.312500 Penalty: 4283.300781
	Iteration 32Q: 3 clusters Score -751380.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -751383.687500 Penalty: 4283.300781
	Iteration 33Q: 3 clusters Score -751383.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -751386.312500 Penalty: 4283.300781
	Iteration 34Q: 3 clusters Score -751386.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -751387.500000 Penalty: 4283.300781
	Iteration 35Q: 3 clusters Score -751387.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -751387.750000 Penalty: 4283.300781
	Iteration 36Q: 3 clusters Score -751387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -751389.812500 Penalty: 4283.300781
	Iteration 37Q: 3 clusters Score -751389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -751392.375000 Penalty: 4283.300781
	Iteration 38Q: 3 clusters Score -751392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -751393.750000 Penalty: 4283.300781
	Iteration 39Q: 3 clusters Score -751393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -751394.937500 Penalty: 4283.300781
	Iteration 40F: 3 clusters Score -751394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -751394.875000 Penalty: 4283.300781
	Iteration 41Q: 3 clusters Score -751394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -751394.875000 Penalty: 4283.300781
	Iteration 42F: 3 clusters Score -751394.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Entering Unmasked Estep 
Score: -4487340.500000 Penalty: 2581.703369
	Iteration 0F: 2 clusters Score -4487340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -4464702.500000 Penalty: 5163.406738
	Iteration 0F: 3 clusters Score -4464702 nChanged 15143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -4473661.000000 Penalty: 5163.406738
	Iteration 1F: 3 clusters Score -4473661 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -4475068.500000 Penalty: 5163.406738
	Iteration 2F: 3 clusters Score -4475068 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -4477085.000000 Penalty: 5163.406738
	Iteration 3F: 3 clusters Score -4477085 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -4479161.500000 Penalty: 5163.406738
	Iteration 4F: 3 clusters Score -4479162 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -4480781.500000 Penalty: 5163.406738
	Iteration 5F: 3 clusters Score -4480782 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -4481845.500000 Penalty: 5163.406738
	Iteration 6F: 3 clusters Score -4481846 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -4482613.000000 Penalty: 5163.406738
	Iteration 7Q: 3 clusters Score -4482613 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4483187.000000 Penalty: 5163.406738
	Iteration 8Q: 3 clusters Score -4483187 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -4483648.500000 Penalty: 5163.406738
	Iteration 9Q: 3 clusters Score -4483648 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4484023.500000 Penalty: 5163.406738
	Iteration 10Q: 3 clusters Score -4484024 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -4484343.000000 Penalty: 5163.406738
	Iteration 11Q: 3 clusters Score -4484343 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -4484575.000000 Penalty: 5163.406738
	Iteration 12Q: 3 clusters Score -4484575 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4484779.000000 Penalty: 5163.406738
	Iteration 13Q: 3 clusters Score -4484779 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -4484893.500000 Penalty: 5163.406738
	Iteration 14Q: 3 clusters Score -4484894 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -4485003.000000 Penalty: 5163.406738
	Iteration 15Q: 3 clusters Score -4485003 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4485071.000000 Penalty: 5163.406738
	Iteration 16Q: 3 clusters Score -4485071 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4485113.500000 Penalty: 5163.406738
	Iteration 17Q: 3 clusters Score -4485114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4485126.500000 Penalty: 5163.406738
	Iteration 18Q: 3 clusters Score -4485126 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4485154.000000 Penalty: 5163.406738
	Iteration 19Q: 3 clusters Score -4485154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32110 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4485163.500000 Penalty: 5163.406738
	Iteration 20F: 3 clusters Score -4485164 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32136 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4485185.500000 Penalty: 5163.406738
	Iteration 21Q: 3 clusters Score -4485186 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4485198.500000 Penalty: 5163.406738
	Iteration 22Q: 3 clusters Score -4485198 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4485211.500000 Penalty: 5163.406738
	Iteration 23Q: 3 clusters Score -4485212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4485228.000000 Penalty: 5163.406738
	Iteration 24Q: 3 clusters Score -4485228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -4485234.000000 Penalty: 5163.406738
	Iteration 25Q: 3 clusters Score -4485234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4485250.000000 Penalty: 5163.406738
	Iteration 26Q: 3 clusters Score -4485250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4485249.000000 Penalty: 5163.406738
	Iteration 27Q: 3 clusters Score -4485249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4485254.000000 Penalty: 5163.406738
	Iteration 28Q: 3 clusters Score -4485254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4485261.500000 Penalty: 5163.406738
	Iteration 29Q: 3 clusters Score -4485262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4485259.500000 Penalty: 5163.406738
	Iteration 30Q: 3 clusters Score -4485260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4485264.500000 Penalty: 5163.406738
	Iteration 31Q: 3 clusters Score -4485264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4485264.500000 Penalty: 5163.406738
	Iteration 32F: 3 clusters Score -4485264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Entering Unmasked Estep 
Score: -685716.500000 Penalty: 2121.369873
	Iteration 0F: 2 clusters Score -685716.5 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 2653 members 
Entering Unmasked Estep 
Score: -681060.187500 Penalty: 4242.739746
	Iteration 0F: 3 clusters Score -681060.2 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -682128.625000 Penalty: 4242.739746
	Iteration 1F: 3 clusters Score -682128.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -682335.937500 Penalty: 4242.739746
	Iteration 2F: 3 clusters Score -682335.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -682479.812500 Penalty: 4242.739746
	Iteration 3F: 3 clusters Score -682479.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -682573.250000 Penalty: 4242.739746
	Iteration 4Q: 3 clusters Score -682573.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -682633.125000 Penalty: 4242.739746
	Iteration 5Q: 3 clusters Score -682633.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -682692.625000 Penalty: 4242.739746
	Iteration 6Q: 3 clusters Score -682692.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -682741.500000 Penalty: 4242.739746
	Iteration 7Q: 3 clusters Score -682741.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -682773.875000 Penalty: 4242.739746
	Iteration 8Q: 3 clusters Score -682773.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -682805.125000 Penalty: 4242.739746
	Iteration 9Q: 3 clusters Score -682805.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -682838.437500 Penalty: 4242.739746
	Iteration 10Q: 3 clusters Score -682838.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -682871.000000 Penalty: 4242.739746
	Iteration 11Q: 3 clusters Score -682871 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -682903.250000 Penalty: 4242.739746
	Iteration 12Q: 3 clusters Score -682903.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -682935.375000 Penalty: 4242.739746
	Iteration 13Q: 3 clusters Score -682935.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -682973.625000 Penalty: 4242.739746
	Iteration 14Q: 3 clusters Score -682973.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -683021.437500 Penalty: 4242.739746
	Iteration 15Q: 3 clusters Score -683021.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -683064.750000 Penalty: 4242.739746
	Iteration 16Q: 3 clusters Score -683064.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -683102.500000 Penalty: 4242.739746
	Iteration 17Q: 3 clusters Score -683102.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -683145.000000 Penalty: 4242.739746
	Iteration 18Q: 3 clusters Score -683145 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -683199.312500 Penalty: 4242.739746
	Iteration 19Q: 3 clusters Score -683199.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -683264.625000 Penalty: 4242.739746
	Iteration 20F: 3 clusters Score -683264.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -683315.812500 Penalty: 4242.739746
	Iteration 21Q: 3 clusters Score -683315.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -683369.375000 Penalty: 4242.739746
	Iteration 22Q: 3 clusters Score -683369.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -683429.375000 Penalty: 4242.739746
	Iteration 23Q: 3 clusters Score -683429.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -683487.875000 Penalty: 4242.739746
	Iteration 24Q: 3 clusters Score -683487.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -683525.062500 Penalty: 4242.739746
	Iteration 25Q: 3 clusters Score -683525.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -683566.562500 Penalty: 4242.739746
	Iteration 26Q: 3 clusters Score -683566.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -683594.875000 Penalty: 4242.739746
	Iteration 27Q: 3 clusters Score -683594.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -683621.500000 Penalty: 4242.739746
	Iteration 28Q: 3 clusters Score -683621.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -683652.687500 Penalty: 4242.739746
	Iteration 29Q: 3 clusters Score -683652.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -683677.937500 Penalty: 4242.739746
	Iteration 30Q: 3 clusters Score -683677.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -683701.375000 Penalty: 4242.739746
	Iteration 31Q: 3 clusters Score -683701.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -683723.062500 Penalty: 4242.739746
	Iteration 32Q: 3 clusters Score -683723.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -683739.125000 Penalty: 4242.739746
	Iteration 33Q: 3 clusters Score -683739.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -683755.625000 Penalty: 4242.739746
	Iteration 34Q: 3 clusters Score -683755.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -683775.687500 Penalty: 4242.739746
	Iteration 35Q: 3 clusters Score -683775.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -683798.500000 Penalty: 4242.739746
	Iteration 36Q: 3 clusters Score -683798.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -683815.437500 Penalty: 4242.739746
	Iteration 37Q: 3 clusters Score -683815.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -683826.562500 Penalty: 4242.739746
	Iteration 38Q: 3 clusters Score -683826.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -683838.250000 Penalty: 4242.739746
	Iteration 39Q: 3 clusters Score -683838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -683840.687500 Penalty: 4242.739746
	Iteration 40F: 3 clusters Score -683840.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -683843.437500 Penalty: 4242.739746
	Iteration 41Q: 3 clusters Score -683843.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -683850.375000 Penalty: 4242.739746
	Iteration 42Q: 3 clusters Score -683850.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -683855.937500 Penalty: 4242.739746
	Iteration 43Q: 3 clusters Score -683855.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -683857.750000 Penalty: 4242.739746
	Iteration 44Q: 3 clusters Score -683857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -683860.437500 Penalty: 4242.739746
	Iteration 45Q: 3 clusters Score -683860.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -683860.312500 Penalty: 4242.739746
	Iteration 46Q: 3 clusters Score -683860.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -683860.312500 Penalty: 4242.739746
	Iteration 47F: 3 clusters Score -683860.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Entering Unmasked Estep 
Score: -6978913.000000 Penalty: 2695.678955
	Iteration 0F: 2 clusters Score -6978913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -6943427.000000 Penalty: 5391.357910
	Iteration 0F: 3 clusters Score -6943427 nChanged 24372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -6957164.000000 Penalty: 5391.357910
	Iteration 1F: 3 clusters Score -6957164 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -6957825.500000 Penalty: 5391.357910
	Iteration 2Q: 3 clusters Score -6957826 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -6958483.000000 Penalty: 5391.357910
	Iteration 3Q: 3 clusters Score -6958483 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -6959285.000000 Penalty: 5391.357910
	Iteration 4Q: 3 clusters Score -6959285 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -6960279.000000 Penalty: 5391.357910
	Iteration 5Q: 3 clusters Score -6960279 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -6961577.000000 Penalty: 5391.357910
	Iteration 6F: 3 clusters Score -6961577 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -6963071.500000 Penalty: 5391.357910
	Iteration 7F: 3 clusters Score -6963072 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -6964714.500000 Penalty: 5391.357910
	Iteration 8F: 3 clusters Score -6964714 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -6966329.000000 Penalty: 5391.357910
	Iteration 9F: 3 clusters Score -6966329 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -6967597.500000 Penalty: 5391.357910
	Iteration 10Q: 3 clusters Score -6967598 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -6968733.500000 Penalty: 5391.357910
	Iteration 11Q: 3 clusters Score -6968734 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -6969626.500000 Penalty: 5391.357910
	Iteration 12Q: 3 clusters Score -6969626 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -6970534.500000 Penalty: 5391.357910
	Iteration 13Q: 3 clusters Score -6970534 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -6971398.000000 Penalty: 5391.357910
	Iteration 14Q: 3 clusters Score -6971398 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -6972278.000000 Penalty: 5391.357910
	Iteration 15Q: 3 clusters Score -6972278 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -6973058.000000 Penalty: 5391.357910
	Iteration 16Q: 3 clusters Score -6973058 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -6973710.000000 Penalty: 5391.357910
	Iteration 17Q: 3 clusters Score -6973710 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -6974244.000000 Penalty: 5391.357910
	Iteration 18Q: 3 clusters Score -6974244 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -6974567.500000 Penalty: 5391.357910
	Iteration 19Q: 3 clusters Score -6974568 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -6974845.500000 Penalty: 5391.357910
	Iteration 20F: 3 clusters Score -6974846 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -6975101.500000 Penalty: 5391.357910
	Iteration 21Q: 3 clusters Score -6975102 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -6975292.500000 Penalty: 5391.357910
	Iteration 22Q: 3 clusters Score -6975292 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 46243 members 
Entering Unmasked Estep 
Score: -6975460.000000 Penalty: 5391.357910
	Iteration 23Q: 3 clusters Score -6975460 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -6975591.000000 Penalty: 5391.357910
	Iteration 24Q: 3 clusters Score -6975591 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -6975750.500000 Penalty: 5391.357910
	Iteration 25Q: 3 clusters Score -6975750 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 47385 members 
Entering Unmasked Estep 
Score: -6975877.000000 Penalty: 5391.357910
	Iteration 26Q: 3 clusters Score -6975877 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -6975975.500000 Penalty: 5391.357910
	Iteration 27Q: 3 clusters Score -6975976 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -6976123.500000 Penalty: 5391.357910
	Iteration 28Q: 3 clusters Score -6976124 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -6976179.500000 Penalty: 5391.357910
	Iteration 29Q: 3 clusters Score -6976180 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 48488 members 
Entering Unmasked Estep 
Score: -6976246.000000 Penalty: 5391.357910
	Iteration 30Q: 3 clusters Score -6976246 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -6976296.500000 Penalty: 5391.357910
	Iteration 31Q: 3 clusters Score -6976296 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 48871 members 
Entering Unmasked Estep 
Score: -6976338.500000 Penalty: 5391.357910
	Iteration 32Q: 3 clusters Score -6976338 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 49036 members 
Entering Unmasked Estep 
Score: -6976394.500000 Penalty: 5391.357910
	Iteration 33Q: 3 clusters Score -6976394 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -6976467.500000 Penalty: 5391.357910
	Iteration 34Q: 3 clusters Score -6976468 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -6976540.000000 Penalty: 5391.357910
	Iteration 35Q: 3 clusters Score -6976540 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -6976564.500000 Penalty: 5391.357910
	Iteration 36Q: 3 clusters Score -6976564 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 49659 members 
Entering Unmasked Estep 
Score: -6976591.500000 Penalty: 5391.357910
	Iteration 37Q: 3 clusters Score -6976592 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -6976606.500000 Penalty: 5391.357910
	Iteration 38Q: 3 clusters Score -6976606 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -6976647.500000 Penalty: 5391.357910
	Iteration 39Q: 3 clusters Score -6976648 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -6976681.000000 Penalty: 5391.357910
	Iteration 40F: 3 clusters Score -6976681 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -6976711.000000 Penalty: 5391.357910
	Iteration 41Q: 3 clusters Score -6976711 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -6976736.500000 Penalty: 5391.357910
	Iteration 42Q: 3 clusters Score -6976736 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -6976762.500000 Penalty: 5391.357910
	Iteration 43Q: 3 clusters Score -6976762 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -6976783.000000 Penalty: 5391.357910
	Iteration 44Q: 3 clusters Score -6976783 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -6976786.000000 Penalty: 5391.357910
	Iteration 45Q: 3 clusters Score -6976786 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 50478 members 
Entering Unmasked Estep 
Score: -6976790.000000 Penalty: 5391.357910
	Iteration 46Q: 3 clusters Score -6976790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -6976810.000000 Penalty: 5391.357910
	Iteration 47Q: 3 clusters Score -6976810 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 50557 members 
Entering Unmasked Estep 
Score: -6976805.000000 Penalty: 5391.357910
	Iteration 48Q: 3 clusters Score -6976805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -6976813.000000 Penalty: 5391.357910
	Iteration 49Q: 3 clusters Score -6976813 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -6976815.000000 Penalty: 5391.357910
	Iteration 50Q: 3 clusters Score -6976815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 50618 members 
Entering Unmasked Estep 
Score: -6976826.500000 Penalty: 5391.357910
	Iteration 51Q: 3 clusters Score -6976826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -6976819.500000 Penalty: 5391.357910
	Iteration 52Q: 3 clusters Score -6976820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -6976825.000000 Penalty: 5391.357910
	Iteration 53Q: 3 clusters Score -6976825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -6976827.500000 Penalty: 5391.357910
	Iteration 54Q: 3 clusters Score -6976828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -6976835.500000 Penalty: 5391.357910
	Iteration 55Q: 3 clusters Score -6976836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -6976837.000000 Penalty: 5391.357910
	Iteration 56Q: 3 clusters Score -6976837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 50709 members 
Entering Unmasked Estep 
Score: -6976844.000000 Penalty: 5391.357910
	Iteration 57Q: 3 clusters Score -6976844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -6976840.500000 Penalty: 5391.357910
	Iteration 58Q: 3 clusters Score -6976840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -6976850.000000 Penalty: 5391.357910
	Iteration 59Q: 3 clusters Score -6976850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -6976853.000000 Penalty: 5391.357910
	Iteration 60F: 3 clusters Score -6976853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -6976863.500000 Penalty: 5391.357910
	Iteration 61Q: 3 clusters Score -6976864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -6976855.000000 Penalty: 5391.357910
	Iteration 62Q: 3 clusters Score -6976855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -6976863.000000 Penalty: 5391.357910
	Iteration 63Q: 3 clusters Score -6976863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -6976866.500000 Penalty: 5391.357910
	Iteration 64Q: 3 clusters Score -6976866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -6976865.000000 Penalty: 5391.357910
	Iteration 65Q: 3 clusters Score -6976865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -6976866.500000 Penalty: 5391.357910
	Iteration 66Q: 3 clusters Score -6976866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -6976867.000000 Penalty: 5391.357910
	Iteration 67Q: 3 clusters Score -6976867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 50775 members 
Entering Unmasked Estep 
Score: -6976870.500000 Penalty: 5391.357910
	Iteration 68Q: 3 clusters Score -6976870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -6976876.500000 Penalty: 5391.357910
	Iteration 69Q: 3 clusters Score -6976876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -6976872.500000 Penalty: 5391.357910
	Iteration 70Q: 3 clusters Score -6976872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -6976879.000000 Penalty: 5391.357910
	Iteration 71Q: 3 clusters Score -6976879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -6976877.000000 Penalty: 5391.357910
	Iteration 72Q: 3 clusters Score -6976877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 50783 members 
Entering Unmasked Estep 
Score: -6976879.500000 Penalty: 5391.357910
	Iteration 73Q: 3 clusters Score -6976880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -6976880.500000 Penalty: 5391.357910
	Iteration 74Q: 3 clusters Score -6976880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -6976880.500000 Penalty: 5391.357910
	Iteration 75F: 3 clusters Score -6976880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Entering Unmasked Estep 
Score: -3419727.000000 Penalty: 2514.137207
	Iteration 0F: 2 clusters Score -3419727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -3402200.500000 Penalty: 5028.274414
	Iteration 0F: 3 clusters Score -3402200 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3408275.500000 Penalty: 5028.274414
	Iteration 1F: 3 clusters Score -3408276 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3408689.500000 Penalty: 5028.274414
	Iteration 2Q: 3 clusters Score -3408690 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -3408998.250000 Penalty: 5028.274414
	Iteration 3Q: 3 clusters Score -3408998 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -3409326.000000 Penalty: 5028.274414
	Iteration 4Q: 3 clusters Score -3409326 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -3409713.750000 Penalty: 5028.274414
	Iteration 5Q: 3 clusters Score -3409714 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -3410122.250000 Penalty: 5028.274414
	Iteration 6Q: 3 clusters Score -3410122 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -3410641.750000 Penalty: 5028.274414
	Iteration 7Q: 3 clusters Score -3410642 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -3411227.500000 Penalty: 5028.274414
	Iteration 8Q: 3 clusters Score -3411228 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3411862.250000 Penalty: 5028.274414
	Iteration 9Q: 3 clusters Score -3411862 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3412556.750000 Penalty: 5028.274414
	Iteration 10F: 3 clusters Score -3412557 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3413255.000000 Penalty: 5028.274414
	Iteration 11Q: 3 clusters Score -3413255 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3414022.250000 Penalty: 5028.274414
	Iteration 12Q: 3 clusters Score -3414022 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -3414776.000000 Penalty: 5028.274414
	Iteration 13Q: 3 clusters Score -3414776 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -3415555.250000 Penalty: 5028.274414
	Iteration 14Q: 3 clusters Score -3415555 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3416266.500000 Penalty: 5028.274414
	Iteration 15Q: 3 clusters Score -3416266 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3416855.000000 Penalty: 5028.274414
	Iteration 16Q: 3 clusters Score -3416855 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -3417240.000000 Penalty: 5028.274414
	Iteration 17Q: 3 clusters Score -3417240 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -3417535.250000 Penalty: 5028.274414
	Iteration 18Q: 3 clusters Score -3417535 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -3417790.250000 Penalty: 5028.274414
	Iteration 19Q: 3 clusters Score -3417790 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -3418030.250000 Penalty: 5028.274414
	Iteration 20F: 3 clusters Score -3418030 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3418292.250000 Penalty: 5028.274414
	Iteration 21Q: 3 clusters Score -3418292 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -3418582.000000 Penalty: 5028.274414
	Iteration 22Q: 3 clusters Score -3418582 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3418831.000000 Penalty: 5028.274414
	Iteration 23Q: 3 clusters Score -3418831 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -3419058.750000 Penalty: 5028.274414
	Iteration 24Q: 3 clusters Score -3419059 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3419217.000000 Penalty: 5028.274414
	Iteration 25Q: 3 clusters Score -3419217 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -3419302.000000 Penalty: 5028.274414
	Iteration 26Q: 3 clusters Score -3419302 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3419355.000000 Penalty: 5028.274414
	Iteration 27Q: 3 clusters Score -3419355 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -3419397.000000 Penalty: 5028.274414
	Iteration 28Q: 3 clusters Score -3419397 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -3419453.500000 Penalty: 5028.274414
	Iteration 29Q: 3 clusters Score -3419454 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3419511.500000 Penalty: 5028.274414
	Iteration 30Q: 3 clusters Score -3419512 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -3419581.500000 Penalty: 5028.274414
	Iteration 31Q: 3 clusters Score -3419582 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -3419656.500000 Penalty: 5028.274414
	Iteration 32Q: 3 clusters Score -3419656 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -3419729.750000 Penalty: 5028.274414
	Iteration 33Q: 3 clusters Score -3419730 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -3419793.000000 Penalty: 5028.274414
	Iteration 34Q: 3 clusters Score -3419793 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -3419860.500000 Penalty: 5028.274414
	Iteration 35Q: 3 clusters Score -3419860 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -3419915.250000 Penalty: 5028.274414
	Iteration 36Q: 3 clusters Score -3419915 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -3419938.250000 Penalty: 5028.274414
	Iteration 37Q: 3 clusters Score -3419938 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -3419965.500000 Penalty: 5028.274414
	Iteration 38Q: 3 clusters Score -3419966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -3419999.250000 Penalty: 5028.274414
	Iteration 39Q: 3 clusters Score -3419999 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -3420103.750000 Penalty: 5028.274414
	Iteration 40F: 3 clusters Score -3420104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -3420162.750000 Penalty: 5028.274414
	Iteration 41Q: 3 clusters Score -3420163 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -3420205.750000 Penalty: 5028.274414
	Iteration 42Q: 3 clusters Score -3420206 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -3420244.500000 Penalty: 5028.274414
	Iteration 43Q: 3 clusters Score -3420244 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -3420264.500000 Penalty: 5028.274414
	Iteration 44Q: 3 clusters Score -3420264 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -3420266.500000 Penalty: 5028.274414
	Iteration 45Q: 3 clusters Score -3420266 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3420281.250000 Penalty: 5028.274414
	Iteration 46Q: 3 clusters Score -3420281 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3420285.250000 Penalty: 5028.274414
	Iteration 47Q: 3 clusters Score -3420285 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -3420286.250000 Penalty: 5028.274414
	Iteration 48Q: 3 clusters Score -3420286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -3420301.500000 Penalty: 5028.274414
	Iteration 49Q: 3 clusters Score -3420302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -3420307.250000 Penalty: 5028.274414
	Iteration 50Q: 3 clusters Score -3420307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3420308.750000 Penalty: 5028.274414
	Iteration 51Q: 3 clusters Score -3420309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -3420303.250000 Penalty: 5028.274414
	Iteration 52Q: 3 clusters Score -3420303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -3420298.250000 Penalty: 5028.274414
	Iteration 53Q: 3 clusters Score -3420298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -3420297.000000 Penalty: 5028.274414
	Iteration 54Q: 3 clusters Score -3420297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -3420299.750000 Penalty: 5028.274414
	Iteration 55Q: 3 clusters Score -3420300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -3420290.250000 Penalty: 5028.274414
	Iteration 56Q: 3 clusters Score -3420290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3420295.250000 Penalty: 5028.274414
	Iteration 57Q: 3 clusters Score -3420295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -3420297.000000 Penalty: 5028.274414
	Iteration 58Q: 3 clusters Score -3420297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3420296.250000 Penalty: 5028.274414
	Iteration 59Q: 3 clusters Score -3420296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -3420299.750000 Penalty: 5028.274414
	Iteration 60F: 3 clusters Score -3420300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -3420297.250000 Penalty: 5028.274414
	Iteration 61Q: 3 clusters Score -3420297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3420298.500000 Penalty: 5028.274414
	Iteration 62Q: 3 clusters Score -3420298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3420300.000000 Penalty: 5028.274414
	Iteration 63Q: 3 clusters Score -3420300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -3420299.500000 Penalty: 5028.274414
	Iteration 64Q: 3 clusters Score -3420300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -3420299.500000 Penalty: 5028.274414
	Iteration 65F: 3 clusters Score -3420300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266188 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 11802 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 6 contains 5187 members 
Mstep: Class 7 contains 52558 members 
Mstep: Class 8 contains 18778 members 
Mstep: Class 9 contains 166507 members 
Mstep: Class 10 contains 126170 members 
Mstep: Class 11 contains 28670 members 
Mstep: Class 12 contains 44871 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20923 members 
Mstep: Class 17 contains 17047 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 400 members 
Mstep: Class 23 contains 28908 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8137 members 
Mstep: Class 30 contains 6499 members 
Entering Unmasked Estep 
Score: -122244696.000000 Penalty: 102059.687500
Splitting cluster 8 changes total score from -122244912.000000 to -122244696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (166507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166507 members 
Entering Unmasked Estep 
Score: -22790280.000000 Penalty: 2981.652588
	Iteration 0F: 2 clusters Score -2.279028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83381 members 
Mstep: Class 2 contains 83126 members 
Entering Unmasked Estep 
Score: -22682940.000000 Penalty: 5963.305176
	Iteration 0F: 3 clusters Score -2.268294e+07 nChanged 79804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84443 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -22729692.000000 Penalty: 5963.305176
	Iteration 1F: 3 clusters Score -2.272969e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85011 members 
Mstep: Class 2 contains 81496 members 
Entering Unmasked Estep 
Score: -22731038.000000 Penalty: 5963.305176
	Iteration 2Q: 3 clusters Score -2.273104e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85902 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -22732696.000000 Penalty: 5963.305176
	Iteration 3Q: 3 clusters Score -2.27327e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 79282 members 
Entering Unmasked Estep 
Score: -22734868.000000 Penalty: 5963.305176
	Iteration 4Q: 3 clusters Score -2.273487e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89297 members 
Mstep: Class 2 contains 77210 members 
Entering Unmasked Estep 
Score: -22737532.000000 Penalty: 5963.305176
	Iteration 5Q: 3 clusters Score -2.273753e+07 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92306 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -22740804.000000 Penalty: 5963.305176
	Iteration 6Q: 3 clusters Score -2.27408e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96562 members 
Mstep: Class 2 contains 69945 members 
Entering Unmasked Estep 
Score: -22744916.000000 Penalty: 5963.305176
	Iteration 7Q: 3 clusters Score -2.274492e+07 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102162 members 
Mstep: Class 2 contains 64345 members 
Entering Unmasked Estep 
Score: -22750316.000000 Penalty: 5963.305176
	Iteration 8F: 3 clusters Score -2.275032e+07 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108787 members 
Mstep: Class 2 contains 57720 members 
Entering Unmasked Estep 
Score: -22756248.000000 Penalty: 5963.305176
	Iteration 9F: 3 clusters Score -2.275625e+07 nChanged 9096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115681 members 
Mstep: Class 2 contains 50826 members 
Entering Unmasked Estep 
Score: -22762160.000000 Penalty: 5963.305176
	Iteration 10F: 3 clusters Score -2.276216e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122212 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -22767754.000000 Penalty: 5963.305176
	Iteration 11F: 3 clusters Score -2.276775e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127603 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -22772486.000000 Penalty: 5963.305176
	Iteration 12Q: 3 clusters Score -2.277249e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131657 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -22775992.000000 Penalty: 5963.305176
	Iteration 13Q: 3 clusters Score -2.277599e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134608 members 
Mstep: Class 2 contains 31899 members 
Entering Unmasked Estep 
Score: -22778174.000000 Penalty: 5963.305176
	Iteration 14Q: 3 clusters Score -2.277817e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136914 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
Score: -22779666.000000 Penalty: 5963.305176
	Iteration 15Q: 3 clusters Score -2.277967e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138836 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -22780680.000000 Penalty: 5963.305176
	Iteration 16Q: 3 clusters Score -2.278068e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140503 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -22781334.000000 Penalty: 5963.305176
	Iteration 17Q: 3 clusters Score -2.278133e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142025 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -22782062.000000 Penalty: 5963.305176
	Iteration 18Q: 3 clusters Score -2.278206e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143430 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -22782506.000000 Penalty: 5963.305176
	Iteration 19Q: 3 clusters Score -2.278251e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144715 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -22782878.000000 Penalty: 5963.305176
	Iteration 20F: 3 clusters Score -2.278288e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145942 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -22783322.000000 Penalty: 5963.305176
	Iteration 21Q: 3 clusters Score -2.278332e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147119 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -22783728.000000 Penalty: 5963.305176
	Iteration 22Q: 3 clusters Score -2.278373e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148263 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -22784018.000000 Penalty: 5963.305176
	Iteration 23Q: 3 clusters Score -2.278402e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149383 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -22784534.000000 Penalty: 5963.305176
	Iteration 24Q: 3 clusters Score -2.278453e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150464 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -22784976.000000 Penalty: 5963.305176
	Iteration 25Q: 3 clusters Score -2.278498e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151458 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -22785522.000000 Penalty: 5963.305176
	Iteration 26Q: 3 clusters Score -2.278552e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152361 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -22786344.000000 Penalty: 5963.305176
	Iteration 27Q: 3 clusters Score -2.278634e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -22786932.000000 Penalty: 5963.305176
	Iteration 28Q: 3 clusters Score -2.278693e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153757 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -22787536.000000 Penalty: 5963.305176
	Iteration 29Q: 3 clusters Score -2.278754e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154259 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -22788238.000000 Penalty: 5963.305176
	Iteration 30Q: 3 clusters Score -2.278824e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154699 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -22788894.000000 Penalty: 5963.305176
	Iteration 31Q: 3 clusters Score -2.278889e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155030 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -22789230.000000 Penalty: 5963.305176
	Iteration 32Q: 3 clusters Score -2.278923e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155269 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -22789376.000000 Penalty: 5963.305176
	Iteration 33Q: 3 clusters Score -2.278938e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155419 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -22789524.000000 Penalty: 5963.305176
	Iteration 34Q: 3 clusters Score -2.278952e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155537 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -22789596.000000 Penalty: 5963.305176
	Iteration 35Q: 3 clusters Score -2.27896e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155626 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -22789590.000000 Penalty: 5963.305176
	Iteration 36Q: 3 clusters Score -2.278959e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155694 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -22789574.000000 Penalty: 5963.305176
	Iteration 37Q: 3 clusters Score -2.278957e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155769 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -22789610.000000 Penalty: 5963.305176
	Iteration 38Q: 3 clusters Score -2.278961e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155834 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -22789598.000000 Penalty: 5963.305176
	Iteration 39Q: 3 clusters Score -2.27896e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155894 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -22789604.000000 Penalty: 5963.305176
	Iteration 40F: 3 clusters Score -2.27896e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155944 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -22789656.000000 Penalty: 5963.305176
	Iteration 41Q: 3 clusters Score -2.278966e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155998 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -22789648.000000 Penalty: 5963.305176
	Iteration 42Q: 3 clusters Score -2.278965e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156042 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -22789670.000000 Penalty: 5963.305176
	Iteration 43Q: 3 clusters Score -2.278967e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156072 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -22789696.000000 Penalty: 5963.305176
	Iteration 44Q: 3 clusters Score -2.27897e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156094 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -22789684.000000 Penalty: 5963.305176
	Iteration 45Q: 3 clusters Score -2.278968e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156121 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -22789674.000000 Penalty: 5963.305176
	Iteration 46Q: 3 clusters Score -2.278967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -22789686.000000 Penalty: 5963.305176
	Iteration 47Q: 3 clusters Score -2.278969e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156145 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -22789652.000000 Penalty: 5963.305176
	Iteration 48Q: 3 clusters Score -2.278965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156149 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -22789650.000000 Penalty: 5963.305176
	Iteration 49Q: 3 clusters Score -2.278965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156151 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -22789660.000000 Penalty: 5963.305176
	Iteration 50Q: 3 clusters Score -2.278966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156155 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -22789666.000000 Penalty: 5963.305176
	Iteration 51Q: 3 clusters Score -2.278967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156160 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -22789678.000000 Penalty: 5963.305176
	Iteration 52Q: 3 clusters Score -2.278968e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156166 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -22789698.000000 Penalty: 5963.305176
	Iteration 53Q: 3 clusters Score -2.27897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156173 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -22789704.000000 Penalty: 5963.305176
	Iteration 54Q: 3 clusters Score -2.27897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156179 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -22789686.000000 Penalty: 5963.305176
	Iteration 55Q: 3 clusters Score -2.278969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156182 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -22789696.000000 Penalty: 5963.305176
	Iteration 56Q: 3 clusters Score -2.27897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156184 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -22789692.000000 Penalty: 5963.305176
	Iteration 57Q: 3 clusters Score -2.278969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156187 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -22789708.000000 Penalty: 5963.305176
	Iteration 58Q: 3 clusters Score -2.278971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156190 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -22789700.000000 Penalty: 5963.305176
	Iteration 59Q: 3 clusters Score -2.27897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156194 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -22789710.000000 Penalty: 5963.305176
	Iteration 60F: 3 clusters Score -2.278971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156197 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -22789694.000000 Penalty: 5963.305176
	Iteration 61Q: 3 clusters Score -2.278969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156200 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -22789690.000000 Penalty: 5963.305176
	Iteration 62Q: 3 clusters Score -2.278969e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156203 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -22789694.000000 Penalty: 5963.305176
	Iteration 63Q: 3 clusters Score -2.278969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156205 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -22789684.000000 Penalty: 5963.305176
	Iteration 64Q: 3 clusters Score -2.278968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156205 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -22789684.000000 Penalty: 5963.305176
	Iteration 65F: 3 clusters Score -2.278968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (126170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126170 members 
Entering Unmasked Estep 
Score: -17426276.000000 Penalty: 2912.855469
	Iteration 0F: 2 clusters Score -1.742628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63220 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -17342126.000000 Penalty: 5825.710938
	Iteration 0F: 3 clusters Score -1.734213e+07 nChanged 60013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64163 members 
Mstep: Class 2 contains 62007 members 
Entering Unmasked Estep 
Score: -17376904.000000 Penalty: 5825.710938
	Iteration 1F: 3 clusters Score -1.73769e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64957 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -17378110.000000 Penalty: 5825.710938
	Iteration 2Q: 3 clusters Score -1.737811e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66220 members 
Mstep: Class 2 contains 59950 members 
Entering Unmasked Estep 
Score: -17379664.000000 Penalty: 5825.710938
	Iteration 3Q: 3 clusters Score -1.737966e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67995 members 
Mstep: Class 2 contains 58175 members 
Entering Unmasked Estep 
Score: -17381886.000000 Penalty: 5825.710938
	Iteration 4Q: 3 clusters Score -1.738189e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70414 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -17384906.000000 Penalty: 5825.710938
	Iteration 5Q: 3 clusters Score -1.738491e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 52622 members 
Entering Unmasked Estep 
Score: -17389082.000000 Penalty: 5825.710938
	Iteration 6F: 3 clusters Score -1.738908e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77140 members 
Mstep: Class 2 contains 49030 members 
Entering Unmasked Estep 
Score: -17394642.000000 Penalty: 5825.710938
	Iteration 7F: 3 clusters Score -1.739464e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80467 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -17400124.000000 Penalty: 5825.710938
	Iteration 8F: 3 clusters Score -1.740012e+07 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83144 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -17404742.000000 Penalty: 5825.710938
	Iteration 9F: 3 clusters Score -1.740474e+07 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85283 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -17407370.000000 Penalty: 5825.710938
	Iteration 10Q: 3 clusters Score -1.740737e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87216 members 
Mstep: Class 2 contains 38954 members 
Entering Unmasked Estep 
Score: -17408608.000000 Penalty: 5825.710938
	Iteration 11Q: 3 clusters Score -1.740861e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88929 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -17409378.000000 Penalty: 5825.710938
	Iteration 12Q: 3 clusters Score -1.740938e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90681 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -17410196.000000 Penalty: 5825.710938
	Iteration 13Q: 3 clusters Score -1.74102e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92401 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -17411010.000000 Penalty: 5825.710938
	Iteration 14Q: 3 clusters Score -1.741101e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94037 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -17411838.000000 Penalty: 5825.710938
	Iteration 15Q: 3 clusters Score -1.741184e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95603 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -17412436.000000 Penalty: 5825.710938
	Iteration 16Q: 3 clusters Score -1.741244e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97084 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -17412976.000000 Penalty: 5825.710938
	Iteration 17Q: 3 clusters Score -1.741298e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98570 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -17413442.000000 Penalty: 5825.710938
	Iteration 18Q: 3 clusters Score -1.741344e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100009 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -17413868.000000 Penalty: 5825.710938
	Iteration 19Q: 3 clusters Score -1.741387e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101472 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -17414300.000000 Penalty: 5825.710938
	Iteration 20F: 3 clusters Score -1.74143e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102897 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -17414792.000000 Penalty: 5825.710938
	Iteration 21Q: 3 clusters Score -1.741479e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104356 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -17415346.000000 Penalty: 5825.710938
	Iteration 22Q: 3 clusters Score -1.741535e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105843 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -17415816.000000 Penalty: 5825.710938
	Iteration 23Q: 3 clusters Score -1.741582e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -17416560.000000 Penalty: 5825.710938
	Iteration 24Q: 3 clusters Score -1.741656e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108890 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -17417250.000000 Penalty: 5825.710938
	Iteration 25Q: 3 clusters Score -1.741725e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110326 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -17418104.000000 Penalty: 5825.710938
	Iteration 26Q: 3 clusters Score -1.74181e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111716 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -17419020.000000 Penalty: 5825.710938
	Iteration 27Q: 3 clusters Score -1.741902e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113009 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -17419864.000000 Penalty: 5825.710938
	Iteration 28Q: 3 clusters Score -1.741986e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114121 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -17420706.000000 Penalty: 5825.710938
	Iteration 29Q: 3 clusters Score -1.742071e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115051 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -17421460.000000 Penalty: 5825.710938
	Iteration 30Q: 3 clusters Score -1.742146e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115839 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -17422074.000000 Penalty: 5825.710938
	Iteration 31Q: 3 clusters Score -1.742207e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116501 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -17422458.000000 Penalty: 5825.710938
	Iteration 32Q: 3 clusters Score -1.742246e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117066 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -17422652.000000 Penalty: 5825.710938
	Iteration 33Q: 3 clusters Score -1.742265e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117560 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -17422848.000000 Penalty: 5825.710938
	Iteration 34Q: 3 clusters Score -1.742285e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117971 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -17422974.000000 Penalty: 5825.710938
	Iteration 35Q: 3 clusters Score -1.742297e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118364 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -17423134.000000 Penalty: 5825.710938
	Iteration 36Q: 3 clusters Score -1.742313e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118741 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -17423292.000000 Penalty: 5825.710938
	Iteration 37Q: 3 clusters Score -1.742329e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119064 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -17423394.000000 Penalty: 5825.710938
	Iteration 38Q: 3 clusters Score -1.742339e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119366 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -17423456.000000 Penalty: 5825.710938
	Iteration 39Q: 3 clusters Score -1.742346e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119638 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -17423522.000000 Penalty: 5825.710938
	Iteration 40F: 3 clusters Score -1.742352e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119895 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -17423584.000000 Penalty: 5825.710938
	Iteration 41Q: 3 clusters Score -1.742358e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120156 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -17423686.000000 Penalty: 5825.710938
	Iteration 42Q: 3 clusters Score -1.742369e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120398 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -17423772.000000 Penalty: 5825.710938
	Iteration 43Q: 3 clusters Score -1.742377e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120623 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -17423820.000000 Penalty: 5825.710938
	Iteration 44Q: 3 clusters Score -1.742382e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120832 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -17423878.000000 Penalty: 5825.710938
	Iteration 45Q: 3 clusters Score -1.742388e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121033 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -17423914.000000 Penalty: 5825.710938
	Iteration 46Q: 3 clusters Score -1.742391e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121209 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -17423970.000000 Penalty: 5825.710938
	Iteration 47Q: 3 clusters Score -1.742397e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121363 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -17423968.000000 Penalty: 5825.710938
	Iteration 48Q: 3 clusters Score -1.742397e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121510 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -17423986.000000 Penalty: 5825.710938
	Iteration 49Q: 3 clusters Score -1.742399e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121654 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -17424040.000000 Penalty: 5825.710938
	Iteration 50Q: 3 clusters Score -1.742404e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121794 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -17424078.000000 Penalty: 5825.710938
	Iteration 51Q: 3 clusters Score -1.742408e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121913 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -17424084.000000 Penalty: 5825.710938
	Iteration 52Q: 3 clusters Score -1.742408e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122019 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -17424096.000000 Penalty: 5825.710938
	Iteration 53Q: 3 clusters Score -1.74241e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122117 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -17424114.000000 Penalty: 5825.710938
	Iteration 54Q: 3 clusters Score -1.742411e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122211 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -17424124.000000 Penalty: 5825.710938
	Iteration 55Q: 3 clusters Score -1.742412e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122275 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -17424106.000000 Penalty: 5825.710938
	Iteration 56Q: 3 clusters Score -1.742411e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122330 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -17424090.000000 Penalty: 5825.710938
	Iteration 57Q: 3 clusters Score -1.742409e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122384 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -17424124.000000 Penalty: 5825.710938
	Iteration 58Q: 3 clusters Score -1.742412e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122428 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -17424128.000000 Penalty: 5825.710938
	Iteration 59Q: 3 clusters Score -1.742413e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122475 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -17424154.000000 Penalty: 5825.710938
	Iteration 60F: 3 clusters Score -1.742415e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122518 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -17424152.000000 Penalty: 5825.710938
	Iteration 61Q: 3 clusters Score -1.742415e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122557 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -17424144.000000 Penalty: 5825.710938
	Iteration 62Q: 3 clusters Score -1.742414e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122594 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -17424156.000000 Penalty: 5825.710938
	Iteration 63Q: 3 clusters Score -1.742416e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122626 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -17424162.000000 Penalty: 5825.710938
	Iteration 64Q: 3 clusters Score -1.742416e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122663 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -17424164.000000 Penalty: 5825.710938
	Iteration 65Q: 3 clusters Score -1.742416e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122702 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -17424184.000000 Penalty: 5825.710938
	Iteration 66Q: 3 clusters Score -1.742418e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122740 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -17424188.000000 Penalty: 5825.710938
	Iteration 67Q: 3 clusters Score -1.742419e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122781 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -17424200.000000 Penalty: 5825.710938
	Iteration 68Q: 3 clusters Score -1.74242e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122825 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -17424220.000000 Penalty: 5825.710938
	Iteration 69Q: 3 clusters Score -1.742422e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122877 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -17424244.000000 Penalty: 5825.710938
	Iteration 70Q: 3 clusters Score -1.742424e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122916 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -17424250.000000 Penalty: 5825.710938
	Iteration 71Q: 3 clusters Score -1.742425e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122960 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -17424240.000000 Penalty: 5825.710938
	Iteration 72Q: 3 clusters Score -1.742424e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123004 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -17424250.000000 Penalty: 5825.710938
	Iteration 73Q: 3 clusters Score -1.742425e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123034 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -17424266.000000 Penalty: 5825.710938
	Iteration 74Q: 3 clusters Score -1.742427e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123060 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -17424270.000000 Penalty: 5825.710938
	Iteration 75Q: 3 clusters Score -1.742427e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123075 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -17424278.000000 Penalty: 5825.710938
	Iteration 76Q: 3 clusters Score -1.742428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123095 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -17424276.000000 Penalty: 5825.710938
	Iteration 77Q: 3 clusters Score -1.742428e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123117 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -17424286.000000 Penalty: 5825.710938
	Iteration 78Q: 3 clusters Score -1.742429e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123138 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -17424298.000000 Penalty: 5825.710938
	Iteration 79Q: 3 clusters Score -1.74243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123157 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -17424294.000000 Penalty: 5825.710938
	Iteration 80F: 3 clusters Score -1.742429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123169 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -17424288.000000 Penalty: 5825.710938
	Iteration 81Q: 3 clusters Score -1.742429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123182 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -17424280.000000 Penalty: 5825.710938
	Iteration 82Q: 3 clusters Score -1.742428e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123193 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -17424302.000000 Penalty: 5825.710938
	Iteration 83Q: 3 clusters Score -1.74243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123201 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -17424306.000000 Penalty: 5825.710938
	Iteration 84Q: 3 clusters Score -1.742431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123213 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -17424306.000000 Penalty: 5825.710938
	Iteration 85Q: 3 clusters Score -1.742431e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123225 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -17424304.000000 Penalty: 5825.710938
	Iteration 86Q: 3 clusters Score -1.74243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123232 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -17424312.000000 Penalty: 5825.710938
	Iteration 87Q: 3 clusters Score -1.742431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123238 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -17424324.000000 Penalty: 5825.710938
	Iteration 88Q: 3 clusters Score -1.742432e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123244 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -17424308.000000 Penalty: 5825.710938
	Iteration 89Q: 3 clusters Score -1.742431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123249 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -17424316.000000 Penalty: 5825.710938
	Iteration 90Q: 3 clusters Score -1.742432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123254 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -17424314.000000 Penalty: 5825.710938
	Iteration 91Q: 3 clusters Score -1.742431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123256 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -17424312.000000 Penalty: 5825.710938
	Iteration 92Q: 3 clusters Score -1.742431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123260 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -17424330.000000 Penalty: 5825.710938
	Iteration 93Q: 3 clusters Score -1.742433e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123264 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -17424314.000000 Penalty: 5825.710938
	Iteration 94Q: 3 clusters Score -1.742431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123268 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -17424316.000000 Penalty: 5825.710938
	Iteration 95Q: 3 clusters Score -1.742432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123273 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -17424310.000000 Penalty: 5825.710938
	Iteration 96Q: 3 clusters Score -1.742431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123276 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -17424308.000000 Penalty: 5825.710938
	Iteration 97Q: 3 clusters Score -1.742431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123280 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -17424310.000000 Penalty: 5825.710938
	Iteration 98Q: 3 clusters Score -1.742431e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123285 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -17424316.000000 Penalty: 5825.710938
	Iteration 99Q: 3 clusters Score -1.742432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123292 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -17424310.000000 Penalty: 5825.710938
	Iteration 100F: 3 clusters Score -1.742431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123300 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -17424306.000000 Penalty: 5825.710938
	Iteration 101Q: 3 clusters Score -1.742431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123309 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -17424318.000000 Penalty: 5825.710938
	Iteration 102Q: 3 clusters Score -1.742432e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123320 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -17424314.000000 Penalty: 5825.710938
	Iteration 103Q: 3 clusters Score -1.742431e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123336 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -17424322.000000 Penalty: 5825.710938
	Iteration 104Q: 3 clusters Score -1.742432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123353 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -17424336.000000 Penalty: 5825.710938
	Iteration 105Q: 3 clusters Score -1.742434e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123363 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -17424318.000000 Penalty: 5825.710938
	Iteration 106Q: 3 clusters Score -1.742432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123374 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -17424308.000000 Penalty: 5825.710938
	Iteration 107Q: 3 clusters Score -1.742431e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123389 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -17424296.000000 Penalty: 5825.710938
	Iteration 108Q: 3 clusters Score -1.74243e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123398 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -17424302.000000 Penalty: 5825.710938
	Iteration 109Q: 3 clusters Score -1.74243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123406 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -17424296.000000 Penalty: 5825.710938
	Iteration 110Q: 3 clusters Score -1.74243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123410 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -17424298.000000 Penalty: 5825.710938
	Iteration 111Q: 3 clusters Score -1.74243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123412 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -17424298.000000 Penalty: 5825.710938
	Iteration 112Q: 3 clusters Score -1.74243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123416 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -17424302.000000 Penalty: 5825.710938
	Iteration 113Q: 3 clusters Score -1.74243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123421 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -17424284.000000 Penalty: 5825.710938
	Iteration 114Q: 3 clusters Score -1.742428e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123426 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -17424294.000000 Penalty: 5825.710938
	Iteration 115Q: 3 clusters Score -1.742429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123428 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -17424278.000000 Penalty: 5825.710938
	Iteration 116Q: 3 clusters Score -1.742428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123429 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -17424290.000000 Penalty: 5825.710938
	Iteration 117Q: 3 clusters Score -1.742429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123432 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -17424300.000000 Penalty: 5825.710938
	Iteration 118Q: 3 clusters Score -1.74243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123435 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -17424288.000000 Penalty: 5825.710938
	Iteration 119Q: 3 clusters Score -1.742429e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123440 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -17424292.000000 Penalty: 5825.710938
	Iteration 120F: 3 clusters Score -1.742429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123443 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -17424280.000000 Penalty: 5825.710938
	Iteration 121Q: 3 clusters Score -1.742428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123446 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -17424278.000000 Penalty: 5825.710938
	Iteration 122Q: 3 clusters Score -1.742428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123449 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -17424288.000000 Penalty: 5825.710938
	Iteration 123Q: 3 clusters Score -1.742429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123452 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -17424288.000000 Penalty: 5825.710938
	Iteration 124Q: 3 clusters Score -1.742429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123458 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -17424284.000000 Penalty: 5825.710938
	Iteration 125Q: 3 clusters Score -1.742428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123465 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -17424288.000000 Penalty: 5825.710938
	Iteration 126Q: 3 clusters Score -1.742429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123471 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -17424292.000000 Penalty: 5825.710938
	Iteration 127Q: 3 clusters Score -1.742429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123473 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -17424294.000000 Penalty: 5825.710938
	Iteration 128Q: 3 clusters Score -1.742429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123473 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -17424294.000000 Penalty: 5825.710938
	Iteration 129F: 3 clusters Score -1.742429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Entering Unmasked Estep 
Score: -3589737.000000 Penalty: 2545.374512
	Iteration 0F: 2 clusters Score -3589737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -3570090.750000 Penalty: 5090.749023
	Iteration 0F: 3 clusters Score -3570091 nChanged 12956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -3577516.750000 Penalty: 5090.749023
	Iteration 1F: 3 clusters Score -3577517 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -3578446.000000 Penalty: 5090.749023
	Iteration 2F: 3 clusters Score -3578446 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3579472.500000 Penalty: 5090.749023
	Iteration 3F: 3 clusters Score -3579472 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3580545.500000 Penalty: 5090.749023
	Iteration 4F: 3 clusters Score -3580546 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3581639.500000 Penalty: 5090.749023
	Iteration 5F: 3 clusters Score -3581640 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -3582691.000000 Penalty: 5090.749023
	Iteration 6F: 3 clusters Score -3582691 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -3583719.250000 Penalty: 5090.749023
	Iteration 7F: 3 clusters Score -3583719 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3584709.750000 Penalty: 5090.749023
	Iteration 8F: 3 clusters Score -3584710 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3585509.000000 Penalty: 5090.749023
	Iteration 9Q: 3 clusters Score -3585509 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -3586053.750000 Penalty: 5090.749023
	Iteration 10Q: 3 clusters Score -3586054 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3586399.750000 Penalty: 5090.749023
	Iteration 11Q: 3 clusters Score -3586400 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3586628.500000 Penalty: 5090.749023
	Iteration 12Q: 3 clusters Score -3586628 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -3586778.750000 Penalty: 5090.749023
	Iteration 13Q: 3 clusters Score -3586779 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -3586912.500000 Penalty: 5090.749023
	Iteration 14Q: 3 clusters Score -3586912 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -3587016.500000 Penalty: 5090.749023
	Iteration 15Q: 3 clusters Score -3587016 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -3587130.250000 Penalty: 5090.749023
	Iteration 16Q: 3 clusters Score -3587130 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -3587216.500000 Penalty: 5090.749023
	Iteration 17Q: 3 clusters Score -3587216 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -3587289.750000 Penalty: 5090.749023
	Iteration 18Q: 3 clusters Score -3587290 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -3587361.500000 Penalty: 5090.749023
	Iteration 19Q: 3 clusters Score -3587362 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -3587413.500000 Penalty: 5090.749023
	Iteration 20F: 3 clusters Score -3587414 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3587478.000000 Penalty: 5090.749023
	Iteration 21Q: 3 clusters Score -3587478 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -3587543.250000 Penalty: 5090.749023
	Iteration 22Q: 3 clusters Score -3587543 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -3587607.000000 Penalty: 5090.749023
	Iteration 23Q: 3 clusters Score -3587607 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3587673.250000 Penalty: 5090.749023
	Iteration 24Q: 3 clusters Score -3587673 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3587718.500000 Penalty: 5090.749023
	Iteration 25Q: 3 clusters Score -3587718 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -3587771.500000 Penalty: 5090.749023
	Iteration 26Q: 3 clusters Score -3587772 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3587828.000000 Penalty: 5090.749023
	Iteration 27Q: 3 clusters Score -3587828 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3587912.250000 Penalty: 5090.749023
	Iteration 28Q: 3 clusters Score -3587912 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3588001.250000 Penalty: 5090.749023
	Iteration 29Q: 3 clusters Score -3588001 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3588085.000000 Penalty: 5090.749023
	Iteration 30Q: 3 clusters Score -3588085 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -3588146.500000 Penalty: 5090.749023
	Iteration 31Q: 3 clusters Score -3588146 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -3588249.500000 Penalty: 5090.749023
	Iteration 32Q: 3 clusters Score -3588250 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -3588343.250000 Penalty: 5090.749023
	Iteration 33Q: 3 clusters Score -3588343 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -3588427.500000 Penalty: 5090.749023
	Iteration 34Q: 3 clusters Score -3588428 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3588539.750000 Penalty: 5090.749023
	Iteration 35Q: 3 clusters Score -3588540 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -3588648.250000 Penalty: 5090.749023
	Iteration 36Q: 3 clusters Score -3588648 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -3588749.000000 Penalty: 5090.749023
	Iteration 37Q: 3 clusters Score -3588749 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -3588845.750000 Penalty: 5090.749023
	Iteration 38Q: 3 clusters Score -3588846 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -3588904.750000 Penalty: 5090.749023
	Iteration 39Q: 3 clusters Score -3588905 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -3588949.250000 Penalty: 5090.749023
	Iteration 40F: 3 clusters Score -3588949 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3588994.500000 Penalty: 5090.749023
	Iteration 41Q: 3 clusters Score -3588994 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3589017.750000 Penalty: 5090.749023
	Iteration 42Q: 3 clusters Score -3589018 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3589044.500000 Penalty: 5090.749023
	Iteration 43Q: 3 clusters Score -3589044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3589065.000000 Penalty: 5090.749023
	Iteration 44Q: 3 clusters Score -3589065 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -3589097.000000 Penalty: 5090.749023
	Iteration 45Q: 3 clusters Score -3589097 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -3589105.250000 Penalty: 5090.749023
	Iteration 46Q: 3 clusters Score -3589105 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -3589115.250000 Penalty: 5090.749023
	Iteration 47Q: 3 clusters Score -3589115 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3589122.250000 Penalty: 5090.749023
	Iteration 48Q: 3 clusters Score -3589122 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -3589132.000000 Penalty: 5090.749023
	Iteration 49Q: 3 clusters Score -3589132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -3589138.500000 Penalty: 5090.749023
	Iteration 50Q: 3 clusters Score -3589138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3589147.750000 Penalty: 5090.749023
	Iteration 51Q: 3 clusters Score -3589148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3589151.250000 Penalty: 5090.749023
	Iteration 52Q: 3 clusters Score -3589151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -3589158.250000 Penalty: 5090.749023
	Iteration 53Q: 3 clusters Score -3589158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -3589152.000000 Penalty: 5090.749023
	Iteration 54Q: 3 clusters Score -3589152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24461 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3589152.000000 Penalty: 5090.749023
	Iteration 55Q: 3 clusters Score -3589152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3589161.250000 Penalty: 5090.749023
	Iteration 56Q: 3 clusters Score -3589161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3589174.250000 Penalty: 5090.749023
	Iteration 57Q: 3 clusters Score -3589174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3589170.750000 Penalty: 5090.749023
	Iteration 58Q: 3 clusters Score -3589171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -3589165.500000 Penalty: 5090.749023
	Iteration 59Q: 3 clusters Score -3589166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -3589168.000000 Penalty: 5090.749023
	Iteration 60F: 3 clusters Score -3589168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -3589168.500000 Penalty: 5090.749023
	Iteration 61Q: 3 clusters Score -3589168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3589175.250000 Penalty: 5090.749023
	Iteration 62Q: 3 clusters Score -3589175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -3589177.750000 Penalty: 5090.749023
	Iteration 63Q: 3 clusters Score -3589178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -3589176.750000 Penalty: 5090.749023
	Iteration 64Q: 3 clusters Score -3589177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3589179.000000 Penalty: 5090.749023
	Iteration 65Q: 3 clusters Score -3589179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3589179.500000 Penalty: 5090.749023
	Iteration 66Q: 3 clusters Score -3589180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3589182.750000 Penalty: 5090.749023
	Iteration 67Q: 3 clusters Score -3589183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -3589181.000000 Penalty: 5090.749023
	Iteration 68Q: 3 clusters Score -3589181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3589181.000000 Penalty: 5090.749023
	Iteration 69Q: 3 clusters Score -3589181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3589181.000000 Penalty: 5090.749023
	Iteration 70Q: 3 clusters Score -3589181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3589179.250000 Penalty: 5090.749023
	Iteration 71Q: 3 clusters Score -3589179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -3589178.250000 Penalty: 5090.749023
	Iteration 72Q: 3 clusters Score -3589178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -3589177.000000 Penalty: 5090.749023
	Iteration 73Q: 3 clusters Score -3589177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3589179.750000 Penalty: 5090.749023
	Iteration 74Q: 3 clusters Score -3589180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -3589176.250000 Penalty: 5090.749023
	Iteration 75Q: 3 clusters Score -3589176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -3589174.750000 Penalty: 5090.749023
	Iteration 76Q: 3 clusters Score -3589175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3589174.250000 Penalty: 5090.749023
	Iteration 77Q: 3 clusters Score -3589174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -3589174.250000 Penalty: 5090.749023
	Iteration 78F: 3 clusters Score -3589174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Entering Unmasked Estep 
Score: -6212750.000000 Penalty: 2656.463623
	Iteration 0F: 2 clusters Score -6212750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -6182407.500000 Penalty: 5312.927246
	Iteration 0F: 3 clusters Score -6182408 nChanged 20615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -6193558.500000 Penalty: 5312.927246
	Iteration 1F: 3 clusters Score -6193558 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -6194076.000000 Penalty: 5312.927246
	Iteration 2Q: 3 clusters Score -6194076 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -6194726.500000 Penalty: 5312.927246
	Iteration 3Q: 3 clusters Score -6194726 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -6195465.500000 Penalty: 5312.927246
	Iteration 4Q: 3 clusters Score -6195466 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -6196378.000000 Penalty: 5312.927246
	Iteration 5Q: 3 clusters Score -6196378 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -6197650.000000 Penalty: 5312.927246
	Iteration 6F: 3 clusters Score -6197650 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -6199008.000000 Penalty: 5312.927246
	Iteration 7F: 3 clusters Score -6199008 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -6200587.500000 Penalty: 5312.927246
	Iteration 8F: 3 clusters Score -6200588 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -6202055.500000 Penalty: 5312.927246
	Iteration 9F: 3 clusters Score -6202056 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -6203467.000000 Penalty: 5312.927246
	Iteration 10F: 3 clusters Score -6203467 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -6204659.000000 Penalty: 5312.927246
	Iteration 11Q: 3 clusters Score -6204659 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -6205671.500000 Penalty: 5312.927246
	Iteration 12Q: 3 clusters Score -6205672 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -6206580.500000 Penalty: 5312.927246
	Iteration 13Q: 3 clusters Score -6206580 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -6207392.000000 Penalty: 5312.927246
	Iteration 14Q: 3 clusters Score -6207392 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -6208121.500000 Penalty: 5312.927246
	Iteration 15Q: 3 clusters Score -6208122 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -6208670.500000 Penalty: 5312.927246
	Iteration 16Q: 3 clusters Score -6208670 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6209179.500000 Penalty: 5312.927246
	Iteration 17Q: 3 clusters Score -6209180 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6209535.000000 Penalty: 5312.927246
	Iteration 18Q: 3 clusters Score -6209535 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6209789.500000 Penalty: 5312.927246
	Iteration 19Q: 3 clusters Score -6209790 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -6209947.500000 Penalty: 5312.927246
	Iteration 20F: 3 clusters Score -6209948 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6210065.000000 Penalty: 5312.927246
	Iteration 21Q: 3 clusters Score -6210065 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -6210148.000000 Penalty: 5312.927246
	Iteration 22Q: 3 clusters Score -6210148 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6210224.500000 Penalty: 5312.927246
	Iteration 23Q: 3 clusters Score -6210224 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6210269.000000 Penalty: 5312.927246
	Iteration 24Q: 3 clusters Score -6210269 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6210307.000000 Penalty: 5312.927246
	Iteration 25Q: 3 clusters Score -6210307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6210341.500000 Penalty: 5312.927246
	Iteration 26Q: 3 clusters Score -6210342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6210362.500000 Penalty: 5312.927246
	Iteration 27Q: 3 clusters Score -6210362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6210372.500000 Penalty: 5312.927246
	Iteration 28Q: 3 clusters Score -6210372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6210389.500000 Penalty: 5312.927246
	Iteration 29Q: 3 clusters Score -6210390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6210418.500000 Penalty: 5312.927246
	Iteration 30Q: 3 clusters Score -6210418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6210439.000000 Penalty: 5312.927246
	Iteration 31Q: 3 clusters Score -6210439 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6210454.000000 Penalty: 5312.927246
	Iteration 32Q: 3 clusters Score -6210454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6210463.500000 Penalty: 5312.927246
	Iteration 33Q: 3 clusters Score -6210464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6210471.500000 Penalty: 5312.927246
	Iteration 34Q: 3 clusters Score -6210472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -6210472.500000 Penalty: 5312.927246
	Iteration 35Q: 3 clusters Score -6210472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6210481.500000 Penalty: 5312.927246
	Iteration 36Q: 3 clusters Score -6210482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -6210478.000000 Penalty: 5312.927246
	Iteration 37Q: 3 clusters Score -6210478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6210480.500000 Penalty: 5312.927246
	Iteration 38Q: 3 clusters Score -6210480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6210481.000000 Penalty: 5312.927246
	Iteration 39Q: 3 clusters Score -6210481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6210488.000000 Penalty: 5312.927246
	Iteration 40F: 3 clusters Score -6210488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Entering Unmasked Estep 
Score: -1115991.625000 Penalty: 2232.303223
	Iteration 0F: 2 clusters Score -1115992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1109543.625000 Penalty: 4464.606445
	Iteration 0F: 3 clusters Score -1109544 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1111405.875000 Penalty: 4464.606445
	Iteration 1F: 3 clusters Score -1111406 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1111764.250000 Penalty: 4464.606445
	Iteration 2F: 3 clusters Score -1111764 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1112129.625000 Penalty: 4464.606445
	Iteration 3F: 3 clusters Score -1112130 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1112538.250000 Penalty: 4464.606445
	Iteration 4F: 3 clusters Score -1112538 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1112980.250000 Penalty: 4464.606445
	Iteration 5F: 3 clusters Score -1112980 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1113363.375000 Penalty: 4464.606445
	Iteration 6F: 3 clusters Score -1113363 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1113633.750000 Penalty: 4464.606445
	Iteration 7Q: 3 clusters Score -1113634 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1113811.500000 Penalty: 4464.606445
	Iteration 8Q: 3 clusters Score -1113812 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1113952.125000 Penalty: 4464.606445
	Iteration 9Q: 3 clusters Score -1113952 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1114055.125000 Penalty: 4464.606445
	Iteration 10Q: 3 clusters Score -1114055 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1114108.375000 Penalty: 4464.606445
	Iteration 11Q: 3 clusters Score -1114108 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1114153.250000 Penalty: 4464.606445
	Iteration 12Q: 3 clusters Score -1114153 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1114183.125000 Penalty: 4464.606445
	Iteration 13Q: 3 clusters Score -1114183 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1114201.250000 Penalty: 4464.606445
	Iteration 14Q: 3 clusters Score -1114201 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1114217.125000 Penalty: 4464.606445
	Iteration 15Q: 3 clusters Score -1114217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1114227.625000 Penalty: 4464.606445
	Iteration 16Q: 3 clusters Score -1114228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1114236.125000 Penalty: 4464.606445
	Iteration 17Q: 3 clusters Score -1114236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1114247.875000 Penalty: 4464.606445
	Iteration 18Q: 3 clusters Score -1114248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1114250.625000 Penalty: 4464.606445
	Iteration 19Q: 3 clusters Score -1114251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1114257.000000 Penalty: 4464.606445
	Iteration 20F: 3 clusters Score -1114257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1114261.500000 Penalty: 4464.606445
	Iteration 21Q: 3 clusters Score -1114262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1114266.875000 Penalty: 4464.606445
	Iteration 22Q: 3 clusters Score -1114267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1114266.750000 Penalty: 4464.606445
	Iteration 23Q: 3 clusters Score -1114267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1114269.500000 Penalty: 4464.606445
	Iteration 24Q: 3 clusters Score -1114270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1114268.625000 Penalty: 4464.606445
	Iteration 25Q: 3 clusters Score -1114269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1114270.500000 Penalty: 4464.606445
	Iteration 26Q: 3 clusters Score -1114270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1114270.500000 Penalty: 4464.606445
	Iteration 27F: 3 clusters Score -1114270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -53698.347656 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -53698.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -52278.308594 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -52278.31 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -52579.519531 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -52579.52 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -52786.125000 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -52786.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -52889.585938 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -52889.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -52965.835938 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -52965.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53011.042969 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -53011.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -53083.207031 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -53083.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -53254.917969 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -53254.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -53350.984375 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -53350.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -53374.207031 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -53374.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -53381.640625 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -53381.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -53381.640625 Penalty: 3012.230225
	Iteration 11F: 3 clusters Score -53381.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -170034.265625 Penalty: 1768.264404
	Iteration 0F: 2 clusters Score -170034.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -167924.671875 Penalty: 3536.528809
	Iteration 0F: 3 clusters Score -167924.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -168239.187500 Penalty: 3536.528809
	Iteration 1F: 3 clusters Score -168239.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -168367.031250 Penalty: 3536.528809
	Iteration 2F: 3 clusters Score -168367 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -168480.937500 Penalty: 3536.528809
	Iteration 3F: 3 clusters Score -168480.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -168561.921875 Penalty: 3536.528809
	Iteration 4Q: 3 clusters Score -168561.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -168636.578125 Penalty: 3536.528809
	Iteration 5Q: 3 clusters Score -168636.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -168688.062500 Penalty: 3536.528809
	Iteration 6Q: 3 clusters Score -168688.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -168720.640625 Penalty: 3536.528809
	Iteration 7Q: 3 clusters Score -168720.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -168751.265625 Penalty: 3536.528809
	Iteration 8Q: 3 clusters Score -168751.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -168782.500000 Penalty: 3536.528809
	Iteration 9Q: 3 clusters Score -168782.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -168800.656250 Penalty: 3536.528809
	Iteration 10Q: 3 clusters Score -168800.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -168822.203125 Penalty: 3536.528809
	Iteration 11Q: 3 clusters Score -168822.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -168850.765625 Penalty: 3536.528809
	Iteration 12Q: 3 clusters Score -168850.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -168867.968750 Penalty: 3536.528809
	Iteration 13Q: 3 clusters Score -168868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -168877.500000 Penalty: 3536.528809
	Iteration 14Q: 3 clusters Score -168877.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -168880.515625 Penalty: 3536.528809
	Iteration 15Q: 3 clusters Score -168880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -168883.984375 Penalty: 3536.528809
	Iteration 16Q: 3 clusters Score -168884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -168885.515625 Penalty: 3536.528809
	Iteration 17Q: 3 clusters Score -168885.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -168885.890625 Penalty: 3536.528809
	Iteration 18Q: 3 clusters Score -168885.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -168885.890625 Penalty: 3536.528809
	Iteration 19F: 3 clusters Score -168885.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Entering Unmasked Estep 
Score: -2904697.750000 Penalty: 2467.253906
	Iteration 0F: 2 clusters Score -2904698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2890073.000000 Penalty: 4934.507812
	Iteration 0F: 3 clusters Score -2890073 nChanged 9193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2894989.000000 Penalty: 4934.507812
	Iteration 1F: 3 clusters Score -2894989 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2895437.500000 Penalty: 4934.507812
	Iteration 2F: 3 clusters Score -2895438 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2895834.250000 Penalty: 4934.507812
	Iteration 3Q: 3 clusters Score -2895834 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -2896201.250000 Penalty: 4934.507812
	Iteration 4Q: 3 clusters Score -2896201 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2896508.500000 Penalty: 4934.507812
	Iteration 5Q: 3 clusters Score -2896508 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2896781.000000 Penalty: 4934.507812
	Iteration 6Q: 3 clusters Score -2896781 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2897050.250000 Penalty: 4934.507812
	Iteration 7Q: 3 clusters Score -2897050 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -2897313.500000 Penalty: 4934.507812
	Iteration 8Q: 3 clusters Score -2897314 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2897592.000000 Penalty: 4934.507812
	Iteration 9Q: 3 clusters Score -2897592 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2897921.250000 Penalty: 4934.507812
	Iteration 10Q: 3 clusters Score -2897921 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2898279.750000 Penalty: 4934.507812
	Iteration 11Q: 3 clusters Score -2898280 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2898681.000000 Penalty: 4934.507812
	Iteration 12Q: 3 clusters Score -2898681 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2899155.250000 Penalty: 4934.507812
	Iteration 13Q: 3 clusters Score -2899155 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2899624.000000 Penalty: 4934.507812
	Iteration 14Q: 3 clusters Score -2899624 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -2899978.750000 Penalty: 4934.507812
	Iteration 15Q: 3 clusters Score -2899979 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2900245.500000 Penalty: 4934.507812
	Iteration 16Q: 3 clusters Score -2900246 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2900454.500000 Penalty: 4934.507812
	Iteration 17Q: 3 clusters Score -2900454 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2900626.000000 Penalty: 4934.507812
	Iteration 18Q: 3 clusters Score -2900626 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -2900755.000000 Penalty: 4934.507812
	Iteration 19Q: 3 clusters Score -2900755 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2900880.250000 Penalty: 4934.507812
	Iteration 20F: 3 clusters Score -2900880 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -2901012.250000 Penalty: 4934.507812
	Iteration 21Q: 3 clusters Score -2901012 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16140 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2901136.750000 Penalty: 4934.507812
	Iteration 22Q: 3 clusters Score -2901137 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -2901271.750000 Penalty: 4934.507812
	Iteration 23Q: 3 clusters Score -2901272 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2901373.000000 Penalty: 4934.507812
	Iteration 24Q: 3 clusters Score -2901373 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2901464.750000 Penalty: 4934.507812
	Iteration 25Q: 3 clusters Score -2901465 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2901567.500000 Penalty: 4934.507812
	Iteration 26Q: 3 clusters Score -2901568 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2901668.000000 Penalty: 4934.507812
	Iteration 27Q: 3 clusters Score -2901668 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2901777.250000 Penalty: 4934.507812
	Iteration 28Q: 3 clusters Score -2901777 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -2901864.750000 Penalty: 4934.507812
	Iteration 29Q: 3 clusters Score -2901865 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2901946.500000 Penalty: 4934.507812
	Iteration 30Q: 3 clusters Score -2901946 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2902016.750000 Penalty: 4934.507812
	Iteration 31Q: 3 clusters Score -2902017 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2902094.250000 Penalty: 4934.507812
	Iteration 32Q: 3 clusters Score -2902094 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2902166.250000 Penalty: 4934.507812
	Iteration 33Q: 3 clusters Score -2902166 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2902212.500000 Penalty: 4934.507812
	Iteration 34Q: 3 clusters Score -2902212 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2902248.750000 Penalty: 4934.507812
	Iteration 35Q: 3 clusters Score -2902249 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2902287.500000 Penalty: 4934.507812
	Iteration 36Q: 3 clusters Score -2902288 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2902324.750000 Penalty: 4934.507812
	Iteration 37Q: 3 clusters Score -2902325 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2902364.250000 Penalty: 4934.507812
	Iteration 38Q: 3 clusters Score -2902364 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2902394.750000 Penalty: 4934.507812
	Iteration 39Q: 3 clusters Score -2902395 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2902414.000000 Penalty: 4934.507812
	Iteration 40F: 3 clusters Score -2902414 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2902449.000000 Penalty: 4934.507812
	Iteration 41Q: 3 clusters Score -2902449 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2902465.500000 Penalty: 4934.507812
	Iteration 42Q: 3 clusters Score -2902466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2902491.000000 Penalty: 4934.507812
	Iteration 43Q: 3 clusters Score -2902491 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2902519.000000 Penalty: 4934.507812
	Iteration 44Q: 3 clusters Score -2902519 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2902541.250000 Penalty: 4934.507812
	Iteration 45Q: 3 clusters Score -2902541 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2902563.750000 Penalty: 4934.507812
	Iteration 46Q: 3 clusters Score -2902564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2902583.000000 Penalty: 4934.507812
	Iteration 47Q: 3 clusters Score -2902583 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2902593.250000 Penalty: 4934.507812
	Iteration 48Q: 3 clusters Score -2902593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2902612.750000 Penalty: 4934.507812
	Iteration 49Q: 3 clusters Score -2902613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2902627.500000 Penalty: 4934.507812
	Iteration 50Q: 3 clusters Score -2902628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2902635.750000 Penalty: 4934.507812
	Iteration 51Q: 3 clusters Score -2902636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2902646.250000 Penalty: 4934.507812
	Iteration 52Q: 3 clusters Score -2902646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2902656.250000 Penalty: 4934.507812
	Iteration 53Q: 3 clusters Score -2902656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -2902664.250000 Penalty: 4934.507812
	Iteration 54Q: 3 clusters Score -2902664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2902674.250000 Penalty: 4934.507812
	Iteration 55Q: 3 clusters Score -2902674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2902683.750000 Penalty: 4934.507812
	Iteration 56Q: 3 clusters Score -2902684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2902700.500000 Penalty: 4934.507812
	Iteration 57Q: 3 clusters Score -2902700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2902707.750000 Penalty: 4934.507812
	Iteration 58Q: 3 clusters Score -2902708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2902704.250000 Penalty: 4934.507812
	Iteration 59Q: 3 clusters Score -2902704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2902713.750000 Penalty: 4934.507812
	Iteration 60F: 3 clusters Score -2902714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2902718.000000 Penalty: 4934.507812
	Iteration 61Q: 3 clusters Score -2902718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2902721.500000 Penalty: 4934.507812
	Iteration 62Q: 3 clusters Score -2902722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2902722.000000 Penalty: 4934.507812
	Iteration 63Q: 3 clusters Score -2902722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2902727.750000 Penalty: 4934.507812
	Iteration 64Q: 3 clusters Score -2902728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2902725.250000 Penalty: 4934.507812
	Iteration 65Q: 3 clusters Score -2902725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2902726.250000 Penalty: 4934.507812
	Iteration 66Q: 3 clusters Score -2902726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2902727.500000 Penalty: 4934.507812
	Iteration 67Q: 3 clusters Score -2902728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2902729.750000 Penalty: 4934.507812
	Iteration 68Q: 3 clusters Score -2902730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2902730.250000 Penalty: 4934.507812
	Iteration 69Q: 3 clusters Score -2902730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2902730.500000 Penalty: 4934.507812
	Iteration 70Q: 3 clusters Score -2902730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2902730.500000 Penalty: 4934.507812
	Iteration 71F: 3 clusters Score -2902730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Entering Unmasked Estep 
Score: -2289064.500000 Penalty: 2416.444824
	Iteration 0F: 2 clusters Score -2289064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2276851.500000 Penalty: 4832.889648
	Iteration 0F: 3 clusters Score -2276852 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2280768.500000 Penalty: 4832.889648
	Iteration 1F: 3 clusters Score -2280768 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2281181.000000 Penalty: 4832.889648
	Iteration 2F: 3 clusters Score -2281181 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2281557.750000 Penalty: 4832.889648
	Iteration 3Q: 3 clusters Score -2281558 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2281978.750000 Penalty: 4832.889648
	Iteration 4Q: 3 clusters Score -2281979 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -2282593.250000 Penalty: 4832.889648
	Iteration 5F: 3 clusters Score -2282593 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2283347.250000 Penalty: 4832.889648
	Iteration 6F: 3 clusters Score -2283347 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -2284113.000000 Penalty: 4832.889648
	Iteration 7F: 3 clusters Score -2284113 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2284814.500000 Penalty: 4832.889648
	Iteration 8F: 3 clusters Score -2284814 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -2285362.750000 Penalty: 4832.889648
	Iteration 9F: 3 clusters Score -2285363 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2285749.500000 Penalty: 4832.889648
	Iteration 10Q: 3 clusters Score -2285750 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -2286013.500000 Penalty: 4832.889648
	Iteration 11Q: 3 clusters Score -2286014 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -2286170.000000 Penalty: 4832.889648
	Iteration 12Q: 3 clusters Score -2286170 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -2286272.750000 Penalty: 4832.889648
	Iteration 13Q: 3 clusters Score -2286273 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2286338.250000 Penalty: 4832.889648
	Iteration 14Q: 3 clusters Score -2286338 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2286390.250000 Penalty: 4832.889648
	Iteration 15Q: 3 clusters Score -2286390 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2286432.000000 Penalty: 4832.889648
	Iteration 16Q: 3 clusters Score -2286432 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2286483.000000 Penalty: 4832.889648
	Iteration 17Q: 3 clusters Score -2286483 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -2286530.000000 Penalty: 4832.889648
	Iteration 18Q: 3 clusters Score -2286530 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2286579.000000 Penalty: 4832.889648
	Iteration 19Q: 3 clusters Score -2286579 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2286639.500000 Penalty: 4832.889648
	Iteration 20F: 3 clusters Score -2286640 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2286707.000000 Penalty: 4832.889648
	Iteration 21Q: 3 clusters Score -2286707 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2286773.250000 Penalty: 4832.889648
	Iteration 22Q: 3 clusters Score -2286773 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2286857.750000 Penalty: 4832.889648
	Iteration 23Q: 3 clusters Score -2286858 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2286932.000000 Penalty: 4832.889648
	Iteration 24Q: 3 clusters Score -2286932 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2287019.000000 Penalty: 4832.889648
	Iteration 25Q: 3 clusters Score -2287019 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2287098.000000 Penalty: 4832.889648
	Iteration 26Q: 3 clusters Score -2287098 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2287191.250000 Penalty: 4832.889648
	Iteration 27Q: 3 clusters Score -2287191 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -2287301.000000 Penalty: 4832.889648
	Iteration 28Q: 3 clusters Score -2287301 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2287390.250000 Penalty: 4832.889648
	Iteration 29Q: 3 clusters Score -2287390 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -2287463.250000 Penalty: 4832.889648
	Iteration 30Q: 3 clusters Score -2287463 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -2287517.000000 Penalty: 4832.889648
	Iteration 31Q: 3 clusters Score -2287517 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -2287581.250000 Penalty: 4832.889648
	Iteration 32Q: 3 clusters Score -2287581 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2287629.500000 Penalty: 4832.889648
	Iteration 33Q: 3 clusters Score -2287630 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2287670.250000 Penalty: 4832.889648
	Iteration 34Q: 3 clusters Score -2287670 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -2287719.500000 Penalty: 4832.889648
	Iteration 35Q: 3 clusters Score -2287720 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2287759.000000 Penalty: 4832.889648
	Iteration 36Q: 3 clusters Score -2287759 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -2287776.000000 Penalty: 4832.889648
	Iteration 37Q: 3 clusters Score -2287776 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2287795.250000 Penalty: 4832.889648
	Iteration 38Q: 3 clusters Score -2287795 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2287808.000000 Penalty: 4832.889648
	Iteration 39Q: 3 clusters Score -2287808 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -2287829.250000 Penalty: 4832.889648
	Iteration 40F: 3 clusters Score -2287829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2287841.000000 Penalty: 4832.889648
	Iteration 41Q: 3 clusters Score -2287841 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2287855.750000 Penalty: 4832.889648
	Iteration 42Q: 3 clusters Score -2287856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2287856.000000 Penalty: 4832.889648
	Iteration 43Q: 3 clusters Score -2287856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2287874.500000 Penalty: 4832.889648
	Iteration 44Q: 3 clusters Score -2287874 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2287878.500000 Penalty: 4832.889648
	Iteration 45Q: 3 clusters Score -2287878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2287891.000000 Penalty: 4832.889648
	Iteration 46Q: 3 clusters Score -2287891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2287883.000000 Penalty: 4832.889648
	Iteration 47Q: 3 clusters Score -2287883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2287896.500000 Penalty: 4832.889648
	Iteration 48Q: 3 clusters Score -2287896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2287908.250000 Penalty: 4832.889648
	Iteration 49Q: 3 clusters Score -2287908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -2287912.000000 Penalty: 4832.889648
	Iteration 50Q: 3 clusters Score -2287912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -2287918.750000 Penalty: 4832.889648
	Iteration 51Q: 3 clusters Score -2287919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2287923.500000 Penalty: 4832.889648
	Iteration 52Q: 3 clusters Score -2287924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2287929.500000 Penalty: 4832.889648
	Iteration 53Q: 3 clusters Score -2287930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2287932.250000 Penalty: 4832.889648
	Iteration 54Q: 3 clusters Score -2287932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2287939.000000 Penalty: 4832.889648
	Iteration 55Q: 3 clusters Score -2287939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2287936.750000 Penalty: 4832.889648
	Iteration 56Q: 3 clusters Score -2287937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -2287940.250000 Penalty: 4832.889648
	Iteration 57Q: 3 clusters Score -2287940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2287939.250000 Penalty: 4832.889648
	Iteration 58Q: 3 clusters Score -2287939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -2287942.500000 Penalty: 4832.889648
	Iteration 59Q: 3 clusters Score -2287942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2287942.000000 Penalty: 4832.889648
	Iteration 60F: 3 clusters Score -2287942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2287950.250000 Penalty: 4832.889648
	Iteration 61Q: 3 clusters Score -2287950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2287949.000000 Penalty: 4832.889648
	Iteration 62Q: 3 clusters Score -2287949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2287959.000000 Penalty: 4832.889648
	Iteration 63Q: 3 clusters Score -2287959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2287960.500000 Penalty: 4832.889648
	Iteration 64Q: 3 clusters Score -2287960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -2287960.250000 Penalty: 4832.889648
	Iteration 65Q: 3 clusters Score -2287960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2287958.000000 Penalty: 4832.889648
	Iteration 66Q: 3 clusters Score -2287958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2287961.250000 Penalty: 4832.889648
	Iteration 67Q: 3 clusters Score -2287961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2287958.250000 Penalty: 4832.889648
	Iteration 68Q: 3 clusters Score -2287958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -2287958.500000 Penalty: 4832.889648
	Iteration 69Q: 3 clusters Score -2287958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2287962.750000 Penalty: 4832.889648
	Iteration 70Q: 3 clusters Score -2287963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -2287965.250000 Penalty: 4832.889648
	Iteration 71Q: 3 clusters Score -2287965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2287964.750000 Penalty: 4832.889648
	Iteration 72Q: 3 clusters Score -2287965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2287965.500000 Penalty: 4832.889648
	Iteration 73Q: 3 clusters Score -2287966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2287969.250000 Penalty: 4832.889648
	Iteration 74Q: 3 clusters Score -2287969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2287969.250000 Penalty: 4832.889648
	Iteration 75Q: 3 clusters Score -2287969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2287972.250000 Penalty: 4832.889648
	Iteration 76Q: 3 clusters Score -2287972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2287976.000000 Penalty: 4832.889648
	Iteration 77Q: 3 clusters Score -2287976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -2287979.000000 Penalty: 4832.889648
	Iteration 78Q: 3 clusters Score -2287979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2287986.250000 Penalty: 4832.889648
	Iteration 79Q: 3 clusters Score -2287986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2287987.000000 Penalty: 4832.889648
	Iteration 80F: 3 clusters Score -2287987 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2287991.750000 Penalty: 4832.889648
	Iteration 81Q: 3 clusters Score -2287992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2287991.750000 Penalty: 4832.889648
	Iteration 82Q: 3 clusters Score -2287992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2287995.500000 Penalty: 4832.889648
	Iteration 83Q: 3 clusters Score -2287996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2287994.750000 Penalty: 4832.889648
	Iteration 84Q: 3 clusters Score -2287995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2287994.250000 Penalty: 4832.889648
	Iteration 85Q: 3 clusters Score -2287994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -2288002.250000 Penalty: 4832.889648
	Iteration 86Q: 3 clusters Score -2288002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2288009.000000 Penalty: 4832.889648
	Iteration 87Q: 3 clusters Score -2288009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2288010.500000 Penalty: 4832.889648
	Iteration 88Q: 3 clusters Score -2288010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -2288013.000000 Penalty: 4832.889648
	Iteration 89Q: 3 clusters Score -2288013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2288013.000000 Penalty: 4832.889648
	Iteration 90Q: 3 clusters Score -2288013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2288014.500000 Penalty: 4832.889648
	Iteration 91Q: 3 clusters Score -2288014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2288014.500000 Penalty: 4832.889648
	Iteration 92Q: 3 clusters Score -2288014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2288014.500000 Penalty: 4832.889648
	Iteration 93F: 3 clusters Score -2288014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Entering Unmasked Estep 
Score: -520949.656250 Penalty: 2035.097290
	Iteration 0F: 2 clusters Score -520949.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -517346.093750 Penalty: 4070.194580
	Iteration 0F: 3 clusters Score -517346.1 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -518270.718750 Penalty: 4070.194580
	Iteration 1F: 3 clusters Score -518270.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -518491.718750 Penalty: 4070.194580
	Iteration 2F: 3 clusters Score -518491.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -518645.593750 Penalty: 4070.194580
	Iteration 3F: 3 clusters Score -518645.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -518755.750000 Penalty: 4070.194580
	Iteration 4Q: 3 clusters Score -518755.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -518837.031250 Penalty: 4070.194580
	Iteration 5Q: 3 clusters Score -518837 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -518891.343750 Penalty: 4070.194580
	Iteration 6Q: 3 clusters Score -518891.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -518941.093750 Penalty: 4070.194580
	Iteration 7Q: 3 clusters Score -518941.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -518984.656250 Penalty: 4070.194580
	Iteration 8Q: 3 clusters Score -518984.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -519037.093750 Penalty: 4070.194580
	Iteration 9Q: 3 clusters Score -519037.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -519085.031250 Penalty: 4070.194580
	Iteration 10Q: 3 clusters Score -519085 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -519142.593750 Penalty: 4070.194580
	Iteration 11Q: 3 clusters Score -519142.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -519199.468750 Penalty: 4070.194580
	Iteration 12Q: 3 clusters Score -519199.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -519250.281250 Penalty: 4070.194580
	Iteration 13Q: 3 clusters Score -519250.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -519289.812500 Penalty: 4070.194580
	Iteration 14Q: 3 clusters Score -519289.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -519325.218750 Penalty: 4070.194580
	Iteration 15Q: 3 clusters Score -519325.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -519360.406250 Penalty: 4070.194580
	Iteration 16Q: 3 clusters Score -519360.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -519393.281250 Penalty: 4070.194580
	Iteration 17Q: 3 clusters Score -519393.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -519427.625000 Penalty: 4070.194580
	Iteration 18Q: 3 clusters Score -519427.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -519459.062500 Penalty: 4070.194580
	Iteration 19Q: 3 clusters Score -519459.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -519492.406250 Penalty: 4070.194580
	Iteration 20F: 3 clusters Score -519492.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -519521.156250 Penalty: 4070.194580
	Iteration 21Q: 3 clusters Score -519521.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -519543.312500 Penalty: 4070.194580
	Iteration 22Q: 3 clusters Score -519543.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -519560.281250 Penalty: 4070.194580
	Iteration 23Q: 3 clusters Score -519560.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -519575.687500 Penalty: 4070.194580
	Iteration 24Q: 3 clusters Score -519575.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -519592.343750 Penalty: 4070.194580
	Iteration 25Q: 3 clusters Score -519592.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -519604.562500 Penalty: 4070.194580
	Iteration 26Q: 3 clusters Score -519604.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -519619.875000 Penalty: 4070.194580
	Iteration 27Q: 3 clusters Score -519619.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -519631.437500 Penalty: 4070.194580
	Iteration 28Q: 3 clusters Score -519631.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -519638.281250 Penalty: 4070.194580
	Iteration 29Q: 3 clusters Score -519638.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -519643.406250 Penalty: 4070.194580
	Iteration 30Q: 3 clusters Score -519643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -519646.875000 Penalty: 4070.194580
	Iteration 31Q: 3 clusters Score -519646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -519651.218750 Penalty: 4070.194580
	Iteration 32Q: 3 clusters Score -519651.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -519654.343750 Penalty: 4070.194580
	Iteration 33Q: 3 clusters Score -519654.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -519655.812500 Penalty: 4070.194580
	Iteration 34Q: 3 clusters Score -519655.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -519656.218750 Penalty: 4070.194580
	Iteration 35Q: 3 clusters Score -519656.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -519657.437500 Penalty: 4070.194580
	Iteration 36Q: 3 clusters Score -519657.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -519659.250000 Penalty: 4070.194580
	Iteration 37Q: 3 clusters Score -519659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -519660.125000 Penalty: 4070.194580
	Iteration 38Q: 3 clusters Score -519660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -519660.968750 Penalty: 4070.194580
	Iteration 39Q: 3 clusters Score -519661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -519661.625000 Penalty: 4070.194580
	Iteration 40F: 3 clusters Score -519661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27727.847656 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27727.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26635.189453 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26635.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -26793.746094 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26793.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26822.310547 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26822.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -26828.052734 Penalty: 2688.585449
	Iteration 3Q: 3 clusters Score -26828.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26833.580078 Penalty: 2688.585449
	Iteration 4Q: 3 clusters Score -26833.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -26833.580078 Penalty: 2688.585449
	Iteration 5F: 3 clusters Score -26833.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -71037.773438 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -71037.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -69530.992188 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -69530.99 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -69770.726562 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -69770.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69880.085938 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -69880.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -69942.468750 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -69942.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69994.476562 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -69994.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -70019.210938 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -70019.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70035.210938 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -70035.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70043.289062 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -70043.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -70050.773438 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -70050.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70068.703125 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -70068.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -70080.906250 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -70080.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -70100.554688 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -70100.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -70134.132812 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -70134.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -70154.351562 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -70154.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -70167.507812 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -70167.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70180.125000 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -70180.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -70191.726562 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -70191.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70206.179688 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -70206.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -70219.835938 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -70219.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70235.898438 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -70235.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -70313.453125 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -70313.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -70343.976562 Penalty: 3123.366211
	Iteration 21Q: 3 clusters Score -70343.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70351.195312 Penalty: 3123.366211
	Iteration 22Q: 3 clusters Score -70351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70352.671875 Penalty: 3123.366211
	Iteration 23Q: 3 clusters Score -70352.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70355.421875 Penalty: 3123.366211
	Iteration 24Q: 3 clusters Score -70355.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -70359.125000 Penalty: 3123.366211
	Iteration 25Q: 3 clusters Score -70359.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -70367.343750 Penalty: 3123.366211
	Iteration 26Q: 3 clusters Score -70367.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70375.375000 Penalty: 3123.366211
	Iteration 27Q: 3 clusters Score -70375.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70375.375000 Penalty: 3123.366211
	Iteration 28F: 3 clusters Score -70375.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Entering Unmasked Estep 
Score: -2775179.250000 Penalty: 2453.045654
	Iteration 0F: 2 clusters Score -2775179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2761303.500000 Penalty: 4906.091309
	Iteration 0F: 3 clusters Score -2761304 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2765887.500000 Penalty: 4906.091309
	Iteration 1F: 3 clusters Score -2765888 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2766250.250000 Penalty: 4906.091309
	Iteration 2F: 3 clusters Score -2766250 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2766535.750000 Penalty: 4906.091309
	Iteration 3Q: 3 clusters Score -2766536 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2766792.750000 Penalty: 4906.091309
	Iteration 4Q: 3 clusters Score -2766793 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2767071.250000 Penalty: 4906.091309
	Iteration 5Q: 3 clusters Score -2767071 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2767362.500000 Penalty: 4906.091309
	Iteration 6Q: 3 clusters Score -2767362 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -2767664.750000 Penalty: 4906.091309
	Iteration 7Q: 3 clusters Score -2767665 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2767983.000000 Penalty: 4906.091309
	Iteration 8Q: 3 clusters Score -2767983 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2768341.250000 Penalty: 4906.091309
	Iteration 9Q: 3 clusters Score -2768341 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2768706.250000 Penalty: 4906.091309
	Iteration 10Q: 3 clusters Score -2768706 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2769069.000000 Penalty: 4906.091309
	Iteration 11Q: 3 clusters Score -2769069 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2769492.750000 Penalty: 4906.091309
	Iteration 12Q: 3 clusters Score -2769493 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2769960.750000 Penalty: 4906.091309
	Iteration 13Q: 3 clusters Score -2769961 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -2770429.500000 Penalty: 4906.091309
	Iteration 14Q: 3 clusters Score -2770430 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2770855.250000 Penalty: 4906.091309
	Iteration 15Q: 3 clusters Score -2770855 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -2771232.250000 Penalty: 4906.091309
	Iteration 16Q: 3 clusters Score -2771232 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2771538.000000 Penalty: 4906.091309
	Iteration 17Q: 3 clusters Score -2771538 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -2771790.500000 Penalty: 4906.091309
	Iteration 18Q: 3 clusters Score -2771790 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2771937.000000 Penalty: 4906.091309
	Iteration 19Q: 3 clusters Score -2771937 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2772073.000000 Penalty: 4906.091309
	Iteration 20F: 3 clusters Score -2772073 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -2772169.750000 Penalty: 4906.091309
	Iteration 21Q: 3 clusters Score -2772170 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2772256.250000 Penalty: 4906.091309
	Iteration 22Q: 3 clusters Score -2772256 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -2772325.250000 Penalty: 4906.091309
	Iteration 23Q: 3 clusters Score -2772325 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -2772379.250000 Penalty: 4906.091309
	Iteration 24Q: 3 clusters Score -2772379 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2772431.000000 Penalty: 4906.091309
	Iteration 25Q: 3 clusters Score -2772431 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2772478.500000 Penalty: 4906.091309
	Iteration 26Q: 3 clusters Score -2772478 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2772517.000000 Penalty: 4906.091309
	Iteration 27Q: 3 clusters Score -2772517 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2772555.500000 Penalty: 4906.091309
	Iteration 28Q: 3 clusters Score -2772556 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2772599.750000 Penalty: 4906.091309
	Iteration 29Q: 3 clusters Score -2772600 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2772635.750000 Penalty: 4906.091309
	Iteration 30Q: 3 clusters Score -2772636 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2772676.500000 Penalty: 4906.091309
	Iteration 31Q: 3 clusters Score -2772676 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2772734.250000 Penalty: 4906.091309
	Iteration 32Q: 3 clusters Score -2772734 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2772757.000000 Penalty: 4906.091309
	Iteration 33Q: 3 clusters Score -2772757 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2772795.750000 Penalty: 4906.091309
	Iteration 34Q: 3 clusters Score -2772796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2772810.750000 Penalty: 4906.091309
	Iteration 35Q: 3 clusters Score -2772811 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2772832.500000 Penalty: 4906.091309
	Iteration 36Q: 3 clusters Score -2772832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2772852.250000 Penalty: 4906.091309
	Iteration 37Q: 3 clusters Score -2772852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2772871.250000 Penalty: 4906.091309
	Iteration 38Q: 3 clusters Score -2772871 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2772880.000000 Penalty: 4906.091309
	Iteration 39Q: 3 clusters Score -2772880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2772884.500000 Penalty: 4906.091309
	Iteration 40F: 3 clusters Score -2772884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2772888.250000 Penalty: 4906.091309
	Iteration 41Q: 3 clusters Score -2772888 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -2772900.000000 Penalty: 4906.091309
	Iteration 42Q: 3 clusters Score -2772900 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -2772915.000000 Penalty: 4906.091309
	Iteration 43Q: 3 clusters Score -2772915 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2772926.500000 Penalty: 4906.091309
	Iteration 44Q: 3 clusters Score -2772926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2772938.250000 Penalty: 4906.091309
	Iteration 45Q: 3 clusters Score -2772938 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2772949.500000 Penalty: 4906.091309
	Iteration 46Q: 3 clusters Score -2772950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2772956.250000 Penalty: 4906.091309
	Iteration 47Q: 3 clusters Score -2772956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2772955.750000 Penalty: 4906.091309
	Iteration 48Q: 3 clusters Score -2772956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2772964.000000 Penalty: 4906.091309
	Iteration 49Q: 3 clusters Score -2772964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2772969.250000 Penalty: 4906.091309
	Iteration 50Q: 3 clusters Score -2772969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2772971.250000 Penalty: 4906.091309
	Iteration 51Q: 3 clusters Score -2772971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2772980.250000 Penalty: 4906.091309
	Iteration 52Q: 3 clusters Score -2772980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2772973.250000 Penalty: 4906.091309
	Iteration 53Q: 3 clusters Score -2772973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2772985.000000 Penalty: 4906.091309
	Iteration 54Q: 3 clusters Score -2772985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2772995.750000 Penalty: 4906.091309
	Iteration 55Q: 3 clusters Score -2772996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2773006.000000 Penalty: 4906.091309
	Iteration 56Q: 3 clusters Score -2773006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2773008.750000 Penalty: 4906.091309
	Iteration 57Q: 3 clusters Score -2773009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2773015.000000 Penalty: 4906.091309
	Iteration 58Q: 3 clusters Score -2773015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2773016.750000 Penalty: 4906.091309
	Iteration 59Q: 3 clusters Score -2773017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2773031.750000 Penalty: 4906.091309
	Iteration 60F: 3 clusters Score -2773032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2773041.750000 Penalty: 4906.091309
	Iteration 61Q: 3 clusters Score -2773042 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2773045.250000 Penalty: 4906.091309
	Iteration 62Q: 3 clusters Score -2773045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2773050.000000 Penalty: 4906.091309
	Iteration 63Q: 3 clusters Score -2773050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2773052.000000 Penalty: 4906.091309
	Iteration 64Q: 3 clusters Score -2773052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2773053.750000 Penalty: 4906.091309
	Iteration 65Q: 3 clusters Score -2773054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2773052.750000 Penalty: 4906.091309
	Iteration 66Q: 3 clusters Score -2773053 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2773061.500000 Penalty: 4906.091309
	Iteration 67Q: 3 clusters Score -2773062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2773063.000000 Penalty: 4906.091309
	Iteration 68Q: 3 clusters Score -2773063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2773074.000000 Penalty: 4906.091309
	Iteration 69Q: 3 clusters Score -2773074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2773073.250000 Penalty: 4906.091309
	Iteration 70Q: 3 clusters Score -2773073 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -2773075.000000 Penalty: 4906.091309
	Iteration 71Q: 3 clusters Score -2773075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2773075.500000 Penalty: 4906.091309
	Iteration 72Q: 3 clusters Score -2773076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2773081.750000 Penalty: 4906.091309
	Iteration 73Q: 3 clusters Score -2773082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2773085.250000 Penalty: 4906.091309
	Iteration 74Q: 3 clusters Score -2773085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2773085.000000 Penalty: 4906.091309
	Iteration 75Q: 3 clusters Score -2773085 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2773099.750000 Penalty: 4906.091309
	Iteration 76Q: 3 clusters Score -2773100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2773107.250000 Penalty: 4906.091309
	Iteration 77Q: 3 clusters Score -2773107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2773107.500000 Penalty: 4906.091309
	Iteration 78Q: 3 clusters Score -2773108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2773108.750000 Penalty: 4906.091309
	Iteration 79Q: 3 clusters Score -2773109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2773115.500000 Penalty: 4906.091309
	Iteration 80F: 3 clusters Score -2773116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2773114.500000 Penalty: 4906.091309
	Iteration 81Q: 3 clusters Score -2773114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2773115.500000 Penalty: 4906.091309
	Iteration 82Q: 3 clusters Score -2773116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2773113.500000 Penalty: 4906.091309
	Iteration 83Q: 3 clusters Score -2773114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2773117.000000 Penalty: 4906.091309
	Iteration 84Q: 3 clusters Score -2773117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2773117.750000 Penalty: 4906.091309
	Iteration 85Q: 3 clusters Score -2773118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2773127.750000 Penalty: 4906.091309
	Iteration 86Q: 3 clusters Score -2773128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2773124.750000 Penalty: 4906.091309
	Iteration 87Q: 3 clusters Score -2773125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2773129.750000 Penalty: 4906.091309
	Iteration 88Q: 3 clusters Score -2773130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2773135.500000 Penalty: 4906.091309
	Iteration 89Q: 3 clusters Score -2773136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2773133.250000 Penalty: 4906.091309
	Iteration 90Q: 3 clusters Score -2773133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2773135.500000 Penalty: 4906.091309
	Iteration 91Q: 3 clusters Score -2773136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2773138.500000 Penalty: 4906.091309
	Iteration 92Q: 3 clusters Score -2773138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2773143.250000 Penalty: 4906.091309
	Iteration 93Q: 3 clusters Score -2773143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2773150.250000 Penalty: 4906.091309
	Iteration 94Q: 3 clusters Score -2773150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2773155.750000 Penalty: 4906.091309
	Iteration 95Q: 3 clusters Score -2773156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2773153.750000 Penalty: 4906.091309
	Iteration 96Q: 3 clusters Score -2773154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2773157.250000 Penalty: 4906.091309
	Iteration 97Q: 3 clusters Score -2773157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2773160.500000 Penalty: 4906.091309
	Iteration 98Q: 3 clusters Score -2773160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2773162.000000 Penalty: 4906.091309
	Iteration 99Q: 3 clusters Score -2773162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2773163.750000 Penalty: 4906.091309
	Iteration 100F: 3 clusters Score -2773164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2773165.750000 Penalty: 4906.091309
	Iteration 101Q: 3 clusters Score -2773166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2773160.250000 Penalty: 4906.091309
	Iteration 102Q: 3 clusters Score -2773160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2773159.750000 Penalty: 4906.091309
	Iteration 103Q: 3 clusters Score -2773160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2773158.250000 Penalty: 4906.091309
	Iteration 104Q: 3 clusters Score -2773158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2773159.750000 Penalty: 4906.091309
	Iteration 105Q: 3 clusters Score -2773160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2773159.750000 Penalty: 4906.091309
	Iteration 106F: 3 clusters Score -2773160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -44182.171875 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -44182.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -42881.152344 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -42881.15 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -43177.988281 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -43177.99 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -43381.667969 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -43381.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -43544.074219 Penalty: 2971.766357
	Iteration 3F: 3 clusters Score -43544.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -43803.730469 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -43803.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -43878.519531 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -43878.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -43910.417969 Penalty: 2971.766357
	Iteration 6Q: 3 clusters Score -43910.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -43913.058594 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -43913.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -43913.058594 Penalty: 2971.766357
	Iteration 8F: 3 clusters Score -43913.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Entering Unmasked Estep 
Score: -3904689.500000 Penalty: 2547.424561
	Iteration 0F: 2 clusters Score -3904690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -3884969.500000 Penalty: 5094.849121
	Iteration 0F: 3 clusters Score -3884970 nChanged 12996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -3892090.500000 Penalty: 5094.849121
	Iteration 1F: 3 clusters Score -3892090 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3892512.500000 Penalty: 5094.849121
	Iteration 2Q: 3 clusters Score -3892512 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -3892849.500000 Penalty: 5094.849121
	Iteration 3Q: 3 clusters Score -3892850 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3893113.750000 Penalty: 5094.849121
	Iteration 4Q: 3 clusters Score -3893114 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -3893358.750000 Penalty: 5094.849121
	Iteration 5Q: 3 clusters Score -3893359 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3893640.750000 Penalty: 5094.849121
	Iteration 6Q: 3 clusters Score -3893641 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -3893973.000000 Penalty: 5094.849121
	Iteration 7Q: 3 clusters Score -3893973 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -3894380.000000 Penalty: 5094.849121
	Iteration 8Q: 3 clusters Score -3894380 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -3894957.750000 Penalty: 5094.849121
	Iteration 9Q: 3 clusters Score -3894958 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3895675.750000 Penalty: 5094.849121
	Iteration 10Q: 3 clusters Score -3895676 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -3896541.750000 Penalty: 5094.849121
	Iteration 11F: 3 clusters Score -3896542 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3897412.250000 Penalty: 5094.849121
	Iteration 12F: 3 clusters Score -3897412 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -3898274.750000 Penalty: 5094.849121
	Iteration 13Q: 3 clusters Score -3898275 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -3899019.750000 Penalty: 5094.849121
	Iteration 14Q: 3 clusters Score -3899020 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -3899663.750000 Penalty: 5094.849121
	Iteration 15Q: 3 clusters Score -3899664 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3900270.750000 Penalty: 5094.849121
	Iteration 16Q: 3 clusters Score -3900271 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -3900835.500000 Penalty: 5094.849121
	Iteration 17Q: 3 clusters Score -3900836 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -3901259.750000 Penalty: 5094.849121
	Iteration 18Q: 3 clusters Score -3901260 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -3901592.250000 Penalty: 5094.849121
	Iteration 19Q: 3 clusters Score -3901592 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3901850.250000 Penalty: 5094.849121
	Iteration 20F: 3 clusters Score -3901850 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -3902013.750000 Penalty: 5094.849121
	Iteration 21Q: 3 clusters Score -3902014 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3902145.750000 Penalty: 5094.849121
	Iteration 22Q: 3 clusters Score -3902146 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3902256.750000 Penalty: 5094.849121
	Iteration 23Q: 3 clusters Score -3902257 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3902336.750000 Penalty: 5094.849121
	Iteration 24Q: 3 clusters Score -3902337 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3902382.000000 Penalty: 5094.849121
	Iteration 25Q: 3 clusters Score -3902382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3902425.750000 Penalty: 5094.849121
	Iteration 26Q: 3 clusters Score -3902426 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3902456.500000 Penalty: 5094.849121
	Iteration 27Q: 3 clusters Score -3902456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3902471.750000 Penalty: 5094.849121
	Iteration 28Q: 3 clusters Score -3902472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3902487.250000 Penalty: 5094.849121
	Iteration 29Q: 3 clusters Score -3902487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3902503.000000 Penalty: 5094.849121
	Iteration 30Q: 3 clusters Score -3902503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3902521.000000 Penalty: 5094.849121
	Iteration 31Q: 3 clusters Score -3902521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3902523.000000 Penalty: 5094.849121
	Iteration 32Q: 3 clusters Score -3902523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3902526.500000 Penalty: 5094.849121
	Iteration 33Q: 3 clusters Score -3902526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28240 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3902535.000000 Penalty: 5094.849121
	Iteration 34Q: 3 clusters Score -3902535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3902535.000000 Penalty: 5094.849121
	Iteration 35Q: 3 clusters Score -3902535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28250 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3902541.500000 Penalty: 5094.849121
	Iteration 36Q: 3 clusters Score -3902542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3902542.500000 Penalty: 5094.849121
	Iteration 37Q: 3 clusters Score -3902542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3902552.500000 Penalty: 5094.849121
	Iteration 38Q: 3 clusters Score -3902552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3902556.250000 Penalty: 5094.849121
	Iteration 39Q: 3 clusters Score -3902556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -3902553.250000 Penalty: 5094.849121
	Iteration 40F: 3 clusters Score -3902553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3902563.000000 Penalty: 5094.849121
	Iteration 41Q: 3 clusters Score -3902563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28282 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3902562.500000 Penalty: 5094.849121
	Iteration 42Q: 3 clusters Score -3902562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3902566.500000 Penalty: 5094.849121
	Iteration 43Q: 3 clusters Score -3902566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3902567.500000 Penalty: 5094.849121
	Iteration 44Q: 3 clusters Score -3902568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3902567.500000 Penalty: 5094.849121
	Iteration 45F: 3 clusters Score -3902568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -64928.707031 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -64928.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -63513.144531 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -63513.14 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63662.167969 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -63662.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -63697.089844 Penalty: 3074.445312
	Iteration 2Q: 3 clusters Score -63697.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63723.089844 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -63723.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63733.144531 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -63733.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63735.339844 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -63735.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -63735.339844 Penalty: 3074.445312
	Iteration 6F: 3 clusters Score -63735.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -29981.666016 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -29981.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28823.427734 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -28823.43 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28937.150391 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -28937.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28968.023438 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -28968.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29001.296875 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -29001.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29004.958984 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -29004.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -29007.189453 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -29007.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -29010.601562 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -29010.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -29013.314453 Penalty: 2750.407959
	Iteration 7Q: 3 clusters Score -29013.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29016.771484 Penalty: 2750.407959
	Iteration 8Q: 3 clusters Score -29016.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -29016.771484 Penalty: 2750.407959
	Iteration 9F: 3 clusters Score -29016.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -29311.052734 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -29311.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28125.492188 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -28125.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28214.080078 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -28214.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28245.750000 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -28245.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28248.720703 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -28248.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28248.720703 Penalty: 2705.839355
	Iteration 4F: 3 clusters Score -28248.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -150023.453125 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -150023.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -147970.218750 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -147970.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -148363.968750 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -148364 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -148605.125000 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -148605.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -148821.109375 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -148821.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -149165.171875 Penalty: 3490.365723
	Iteration 4F: 3 clusters Score -149165.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -149579.890625 Penalty: 3490.365723
	Iteration 5F: 3 clusters Score -149579.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -149831.250000 Penalty: 3490.365723
	Iteration 6F: 3 clusters Score -149831.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -150069.765625 Penalty: 3490.365723
	Iteration 7F: 3 clusters Score -150069.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -150279.187500 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -150279.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -150413.687500 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -150413.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -150464.703125 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -150464.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -150485.484375 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -150485.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -150496.890625 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -150496.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -150508.812500 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -150508.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -150524.328125 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -150524.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -150529.062500 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -150529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -150529.578125 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -150529.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -150530.078125 Penalty: 3490.365723
	Iteration 17Q: 3 clusters Score -150530.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -150530.078125 Penalty: 3490.365723
	Iteration 18F: 3 clusters Score -150530.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266188 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 11802 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 6 contains 5187 members 
Mstep: Class 7 contains 52558 members 
Mstep: Class 8 contains 25277 members 
Mstep: Class 9 contains 166507 members 
Mstep: Class 10 contains 126170 members 
Mstep: Class 11 contains 28670 members 
Mstep: Class 12 contains 44871 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20923 members 
Mstep: Class 17 contains 17047 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 400 members 
Mstep: Class 23 contains 28908 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 458 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8137 members 
Mstep: Class 30 contains 680 members 
Entering Unmasked Estep 
Score: -122243848.000000 Penalty: 102059.687500
Splitting cluster 27 changes total score from -122244912.000000 to -122243848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -40379.449219 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -40379.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -39106.101562 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -39106.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -39306.410156 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -39306.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39386.300781 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -39386.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39443.359375 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -39443.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -39483.203125 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -39483.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39510.273438 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -39510.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39515.773438 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -39515.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39521.550781 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -39521.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39521.550781 Penalty: 2868.777344
	Iteration 8F: 3 clusters Score -39521.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Entering Unmasked Estep 
Score: -1148589.500000 Penalty: 2233.035889
	Iteration 0F: 2 clusters Score -1148590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1142154.375000 Penalty: 4466.071777
	Iteration 0F: 3 clusters Score -1142154 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1143938.250000 Penalty: 4466.071777
	Iteration 1F: 3 clusters Score -1143938 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1144187.000000 Penalty: 4466.071777
	Iteration 2F: 3 clusters Score -1144187 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1144355.750000 Penalty: 4466.071777
	Iteration 3Q: 3 clusters Score -1144356 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1144482.250000 Penalty: 4466.071777
	Iteration 4Q: 3 clusters Score -1144482 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1144592.625000 Penalty: 4466.071777
	Iteration 5Q: 3 clusters Score -1144593 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1144686.625000 Penalty: 4466.071777
	Iteration 6Q: 3 clusters Score -1144687 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1144788.250000 Penalty: 4466.071777
	Iteration 7Q: 3 clusters Score -1144788 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1144925.750000 Penalty: 4466.071777
	Iteration 8Q: 3 clusters Score -1144926 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1145061.375000 Penalty: 4466.071777
	Iteration 9Q: 3 clusters Score -1145061 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1145180.250000 Penalty: 4466.071777
	Iteration 10Q: 3 clusters Score -1145180 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1145288.625000 Penalty: 4466.071777
	Iteration 11Q: 3 clusters Score -1145289 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1145387.875000 Penalty: 4466.071777
	Iteration 12Q: 3 clusters Score -1145388 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1145487.250000 Penalty: 4466.071777
	Iteration 13Q: 3 clusters Score -1145487 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1145576.500000 Penalty: 4466.071777
	Iteration 14Q: 3 clusters Score -1145576 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1145664.750000 Penalty: 4466.071777
	Iteration 15Q: 3 clusters Score -1145665 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1145750.250000 Penalty: 4466.071777
	Iteration 16Q: 3 clusters Score -1145750 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1145836.250000 Penalty: 4466.071777
	Iteration 17Q: 3 clusters Score -1145836 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1145926.875000 Penalty: 4466.071777
	Iteration 18Q: 3 clusters Score -1145927 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1146020.250000 Penalty: 4466.071777
	Iteration 19Q: 3 clusters Score -1146020 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1146141.875000 Penalty: 4466.071777
	Iteration 20F: 3 clusters Score -1146142 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1146249.625000 Penalty: 4466.071777
	Iteration 21Q: 3 clusters Score -1146250 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1146340.125000 Penalty: 4466.071777
	Iteration 22Q: 3 clusters Score -1146340 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1146416.750000 Penalty: 4466.071777
	Iteration 23Q: 3 clusters Score -1146417 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1146478.000000 Penalty: 4466.071777
	Iteration 24Q: 3 clusters Score -1146478 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1146520.375000 Penalty: 4466.071777
	Iteration 25Q: 3 clusters Score -1146520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1146557.875000 Penalty: 4466.071777
	Iteration 26Q: 3 clusters Score -1146558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1146578.750000 Penalty: 4466.071777
	Iteration 27Q: 3 clusters Score -1146579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1146592.750000 Penalty: 4466.071777
	Iteration 28Q: 3 clusters Score -1146593 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1146601.750000 Penalty: 4466.071777
	Iteration 29Q: 3 clusters Score -1146602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1146612.875000 Penalty: 4466.071777
	Iteration 30Q: 3 clusters Score -1146613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1146619.875000 Penalty: 4466.071777
	Iteration 31Q: 3 clusters Score -1146620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1146629.375000 Penalty: 4466.071777
	Iteration 32Q: 3 clusters Score -1146629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1146634.375000 Penalty: 4466.071777
	Iteration 33Q: 3 clusters Score -1146634 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1146640.375000 Penalty: 4466.071777
	Iteration 34Q: 3 clusters Score -1146640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1146646.125000 Penalty: 4466.071777
	Iteration 35Q: 3 clusters Score -1146646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1146647.500000 Penalty: 4466.071777
	Iteration 36Q: 3 clusters Score -1146648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1146652.375000 Penalty: 4466.071777
	Iteration 37Q: 3 clusters Score -1146652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1146654.000000 Penalty: 4466.071777
	Iteration 38Q: 3 clusters Score -1146654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1146661.375000 Penalty: 4466.071777
	Iteration 39Q: 3 clusters Score -1146661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1146667.750000 Penalty: 4466.071777
	Iteration 40F: 3 clusters Score -1146668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1146682.125000 Penalty: 4466.071777
	Iteration 41Q: 3 clusters Score -1146682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1146690.250000 Penalty: 4466.071777
	Iteration 42Q: 3 clusters Score -1146690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1146695.125000 Penalty: 4466.071777
	Iteration 43Q: 3 clusters Score -1146695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1146703.500000 Penalty: 4466.071777
	Iteration 44Q: 3 clusters Score -1146704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1146707.125000 Penalty: 4466.071777
	Iteration 45Q: 3 clusters Score -1146707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1146709.750000 Penalty: 4466.071777
	Iteration 46Q: 3 clusters Score -1146710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1146709.750000 Penalty: 4466.071777
	Iteration 47Q: 3 clusters Score -1146710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1146712.750000 Penalty: 4466.071777
	Iteration 48Q: 3 clusters Score -1146713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1146714.625000 Penalty: 4466.071777
	Iteration 49Q: 3 clusters Score -1146715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1146715.500000 Penalty: 4466.071777
	Iteration 50Q: 3 clusters Score -1146716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1146718.500000 Penalty: 4466.071777
	Iteration 51Q: 3 clusters Score -1146718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1146720.125000 Penalty: 4466.071777
	Iteration 52Q: 3 clusters Score -1146720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1146723.500000 Penalty: 4466.071777
	Iteration 53Q: 3 clusters Score -1146724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1146728.500000 Penalty: 4466.071777
	Iteration 54Q: 3 clusters Score -1146728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1146727.250000 Penalty: 4466.071777
	Iteration 55Q: 3 clusters Score -1146727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1146727.750000 Penalty: 4466.071777
	Iteration 56Q: 3 clusters Score -1146728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1146730.500000 Penalty: 4466.071777
	Iteration 57Q: 3 clusters Score -1146730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1146733.750000 Penalty: 4466.071777
	Iteration 58Q: 3 clusters Score -1146734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1146734.250000 Penalty: 4466.071777
	Iteration 59Q: 3 clusters Score -1146734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1146734.500000 Penalty: 4466.071777
	Iteration 60F: 3 clusters Score -1146734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266188 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 11802 members 
Mstep: Class 4 contains 5629 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 6 contains 5187 members 
Mstep: Class 7 contains 52558 members 
Mstep: Class 8 contains 25277 members 
Mstep: Class 9 contains 166507 members 
Mstep: Class 10 contains 126170 members 
Mstep: Class 11 contains 28670 members 
Mstep: Class 12 contains 44871 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20923 members 
Mstep: Class 17 contains 17047 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 400 members 
Mstep: Class 23 contains 28908 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244976.000000 Penalty: 98657.695312
Iteration 199Q: 30 clusters Score -1.22245e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266175 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 11793 members 
Mstep: Class 4 contains 5631 members 
Mstep: Class 5 contains 33193 members 
Mstep: Class 6 contains 5188 members 
Mstep: Class 7 contains 52557 members 
Mstep: Class 8 contains 25280 members 
Mstep: Class 9 contains 166505 members 
Mstep: Class 10 contains 126178 members 
Mstep: Class 11 contains 28664 members 
Mstep: Class 12 contains 44872 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20922 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19756 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28909 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244936.000000 Penalty: 98657.695312
Iteration 200F: 30 clusters Score -1.222449e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266159 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 11783 members 
Mstep: Class 4 contains 5633 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 5190 members 
Mstep: Class 7 contains 52560 members 
Mstep: Class 8 contains 25280 members 
Mstep: Class 9 contains 166499 members 
Mstep: Class 10 contains 126190 members 
Mstep: Class 11 contains 28660 members 
Mstep: Class 12 contains 44876 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20920 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19757 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28909 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244928.000000 Penalty: 98657.695312
Iteration 201Q: 30 clusters Score -1.222449e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266140 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 11778 members 
Mstep: Class 4 contains 5633 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 5192 members 
Mstep: Class 7 contains 52559 members 
Mstep: Class 8 contains 25280 members 
Mstep: Class 9 contains 166496 members 
Mstep: Class 10 contains 126196 members 
Mstep: Class 11 contains 28659 members 
Mstep: Class 12 contains 44878 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20921 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28909 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244904.000000 Penalty: 98657.695312
Iteration 202Q: 30 clusters Score -1.222449e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266137 members 
Mstep: Class 2 contains 28901 members 
Mstep: Class 3 contains 11774 members 
Mstep: Class 4 contains 5632 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 5195 members 
Mstep: Class 7 contains 52558 members 
Mstep: Class 8 contains 25282 members 
Mstep: Class 9 contains 166500 members 
Mstep: Class 10 contains 126186 members 
Mstep: Class 11 contains 28658 members 
Mstep: Class 12 contains 44880 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20919 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28909 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244872.000000 Penalty: 98657.695312
Iteration 203Q: 30 clusters Score -1.222449e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266127 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 11772 members 
Mstep: Class 4 contains 5633 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 52555 members 
Mstep: Class 8 contains 25282 members 
Mstep: Class 9 contains 166498 members 
Mstep: Class 10 contains 126182 members 
Mstep: Class 11 contains 28658 members 
Mstep: Class 12 contains 44877 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20920 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28909 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244984.000000 Penalty: 98657.695312
Iteration 204Q: 30 clusters Score -1.22245e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266122 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 11765 members 
Mstep: Class 4 contains 5636 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 5207 members 
Mstep: Class 7 contains 52560 members 
Mstep: Class 8 contains 25283 members 
Mstep: Class 9 contains 166499 members 
Mstep: Class 10 contains 126164 members 
Mstep: Class 11 contains 28657 members 
Mstep: Class 12 contains 44877 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20919 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28909 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122244976.000000 Penalty: 98657.695312
Iteration 205Q: 30 clusters Score -1.22245e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266109 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 11762 members 
Mstep: Class 4 contains 5637 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 5220 members 
Mstep: Class 7 contains 52552 members 
Mstep: Class 8 contains 25284 members 
Mstep: Class 9 contains 166495 members 
Mstep: Class 10 contains 126168 members 
Mstep: Class 11 contains 28655 members 
Mstep: Class 12 contains 44876 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20919 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28909 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245192.000000 Penalty: 98657.695312
Iteration 206Q: 30 clusters Score -1.222452e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266111 members 
Mstep: Class 2 contains 28901 members 
Mstep: Class 3 contains 11762 members 
Mstep: Class 4 contains 5638 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 52547 members 
Mstep: Class 8 contains 25286 members 
Mstep: Class 9 contains 166495 members 
Mstep: Class 10 contains 126164 members 
Mstep: Class 11 contains 28657 members 
Mstep: Class 12 contains 44873 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20918 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3662 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28908 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245128.000000 Penalty: 98657.695312
Iteration 207Q: 30 clusters Score -1.222451e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266114 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 11760 members 
Mstep: Class 4 contains 5638 members 
Mstep: Class 5 contains 33195 members 
Mstep: Class 6 contains 5225 members 
Mstep: Class 7 contains 52541 members 
Mstep: Class 8 contains 25286 members 
Mstep: Class 9 contains 166494 members 
Mstep: Class 10 contains 126165 members 
Mstep: Class 11 contains 28658 members 
Mstep: Class 12 contains 44874 members 
Mstep: Class 13 contains 8113 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20916 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3659 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28908 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245048.000000 Penalty: 98657.695312
Iteration 208Q: 30 clusters Score -1.22245e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266121 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 11759 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 5231 members 
Mstep: Class 7 contains 52542 members 
Mstep: Class 8 contains 25286 members 
Mstep: Class 9 contains 166494 members 
Mstep: Class 10 contains 126151 members 
Mstep: Class 11 contains 28657 members 
Mstep: Class 12 contains 44873 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20917 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3656 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28908 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245088.000000 Penalty: 98657.695312
Iteration 209Q: 30 clusters Score -1.222451e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266116 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 11757 members 
Mstep: Class 4 contains 5641 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 5237 members 
Mstep: Class 7 contains 52542 members 
Mstep: Class 8 contains 25286 members 
Mstep: Class 9 contains 166492 members 
Mstep: Class 10 contains 126151 members 
Mstep: Class 11 contains 28658 members 
Mstep: Class 12 contains 44872 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20917 members 
Mstep: Class 17 contains 17048 members 
Mstep: Class 18 contains 3651 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19756 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245272.000000 Penalty: 98657.695312
Iteration 210Q: 30 clusters Score -1.222453e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266116 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 11754 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 5246 members 
Mstep: Class 7 contains 52541 members 
Mstep: Class 8 contains 25287 members 
Mstep: Class 9 contains 166488 members 
Mstep: Class 10 contains 126143 members 
Mstep: Class 11 contains 28654 members 
Mstep: Class 12 contains 44876 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20918 members 
Mstep: Class 17 contains 17048 members 
Mstep: Class 18 contains 3645 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19756 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245216.000000 Penalty: 98657.695312
Iteration 211Q: 30 clusters Score -1.222452e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266112 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 11751 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 5256 members 
Mstep: Class 7 contains 52545 members 
Mstep: Class 8 contains 25287 members 
Mstep: Class 9 contains 166485 members 
Mstep: Class 10 contains 126132 members 
Mstep: Class 11 contains 28652 members 
Mstep: Class 12 contains 44877 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20919 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3641 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245216.000000 Penalty: 98657.695312
Iteration 212Q: 30 clusters Score -1.222452e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266105 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 11745 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 33196 members 
Mstep: Class 6 contains 5267 members 
Mstep: Class 7 contains 52551 members 
Mstep: Class 8 contains 25288 members 
Mstep: Class 9 contains 166487 members 
Mstep: Class 10 contains 126122 members 
Mstep: Class 11 contains 28651 members 
Mstep: Class 12 contains 44879 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20921 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3638 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245248.000000 Penalty: 98657.695312
Iteration 213Q: 30 clusters Score -1.222452e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266104 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 11744 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5271 members 
Mstep: Class 7 contains 52557 members 
Mstep: Class 8 contains 25288 members 
Mstep: Class 9 contains 166483 members 
Mstep: Class 10 contains 126126 members 
Mstep: Class 11 contains 28650 members 
Mstep: Class 12 contains 44880 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20920 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3629 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28908 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245264.000000 Penalty: 98657.695312
Iteration 214Q: 30 clusters Score -1.222453e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266097 members 
Mstep: Class 2 contains 28908 members 
Mstep: Class 3 contains 11742 members 
Mstep: Class 4 contains 5642 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5274 members 
Mstep: Class 7 contains 52560 members 
Mstep: Class 8 contains 25290 members 
Mstep: Class 9 contains 166490 members 
Mstep: Class 10 contains 126129 members 
Mstep: Class 11 contains 28648 members 
Mstep: Class 12 contains 44880 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20918 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3620 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245280.000000 Penalty: 98657.695312
Iteration 215Q: 30 clusters Score -1.222453e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266096 members 
Mstep: Class 2 contains 28905 members 
Mstep: Class 3 contains 11743 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5280 members 
Mstep: Class 7 contains 52563 members 
Mstep: Class 8 contains 25293 members 
Mstep: Class 9 contains 166488 members 
Mstep: Class 10 contains 126125 members 
Mstep: Class 11 contains 28647 members 
Mstep: Class 12 contains 44879 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245176.000000 Penalty: 98657.695312
Iteration 216Q: 30 clusters Score -1.222452e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266097 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 11740 members 
Mstep: Class 4 contains 5644 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5284 members 
Mstep: Class 7 contains 52569 members 
Mstep: Class 8 contains 25297 members 
Mstep: Class 9 contains 166494 members 
Mstep: Class 10 contains 126113 members 
Mstep: Class 11 contains 28644 members 
Mstep: Class 12 contains 44877 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3614 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245216.000000 Penalty: 98657.695312
Iteration 217Q: 30 clusters Score -1.222452e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266090 members 
Mstep: Class 2 contains 28901 members 
Mstep: Class 3 contains 11741 members 
Mstep: Class 4 contains 5646 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5288 members 
Mstep: Class 7 contains 52570 members 
Mstep: Class 8 contains 25298 members 
Mstep: Class 9 contains 166497 members 
Mstep: Class 10 contains 126119 members 
Mstep: Class 11 contains 28642 members 
Mstep: Class 12 contains 44874 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3608 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245248.000000 Penalty: 98657.695312
Iteration 218Q: 30 clusters Score -1.222452e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266087 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 11738 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 5291 members 
Mstep: Class 7 contains 52570 members 
Mstep: Class 8 contains 25301 members 
Mstep: Class 9 contains 166499 members 
Mstep: Class 10 contains 126120 members 
Mstep: Class 11 contains 28642 members 
Mstep: Class 12 contains 44874 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3604 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245152.000000 Penalty: 98657.695312
Iteration 219Q: 30 clusters Score -1.222452e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266078 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 11737 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5291 members 
Mstep: Class 7 contains 52573 members 
Mstep: Class 8 contains 25301 members 
Mstep: Class 9 contains 166499 members 
Mstep: Class 10 contains 126131 members 
Mstep: Class 11 contains 28643 members 
Mstep: Class 12 contains 44875 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3597 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245272.000000 Penalty: 98657.695312
Iteration 220F: 30 clusters Score -1.222453e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266067 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 11736 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5292 members 
Mstep: Class 7 contains 52573 members 
Mstep: Class 8 contains 25302 members 
Mstep: Class 9 contains 166497 members 
Mstep: Class 10 contains 126141 members 
Mstep: Class 11 contains 28643 members 
Mstep: Class 12 contains 44874 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245208.000000 Penalty: 98657.695312
Iteration 221Q: 30 clusters Score -1.222452e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266052 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 11734 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5293 members 
Mstep: Class 7 contains 52572 members 
Mstep: Class 8 contains 25302 members 
Mstep: Class 9 contains 166499 members 
Mstep: Class 10 contains 126150 members 
Mstep: Class 11 contains 28643 members 
Mstep: Class 12 contains 44877 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245240.000000 Penalty: 98657.695312
Iteration 222Q: 30 clusters Score -1.222452e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266038 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 11733 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5296 members 
Mstep: Class 7 contains 52570 members 
Mstep: Class 8 contains 25302 members 
Mstep: Class 9 contains 166497 members 
Mstep: Class 10 contains 126156 members 
Mstep: Class 11 contains 28643 members 
Mstep: Class 12 contains 44880 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245184.000000 Penalty: 98657.695312
Iteration 223Q: 30 clusters Score -1.222452e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266036 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 11729 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5296 members 
Mstep: Class 7 contains 52572 members 
Mstep: Class 8 contains 25302 members 
Mstep: Class 9 contains 166500 members 
Mstep: Class 10 contains 126153 members 
Mstep: Class 11 contains 28641 members 
Mstep: Class 12 contains 44881 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245200.000000 Penalty: 98657.695312
Iteration 224Q: 30 clusters Score -1.222452e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266035 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 11724 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5297 members 
Mstep: Class 7 contains 52573 members 
Mstep: Class 8 contains 25303 members 
Mstep: Class 9 contains 166503 members 
Mstep: Class 10 contains 126152 members 
Mstep: Class 11 contains 28640 members 
Mstep: Class 12 contains 44883 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245184.000000 Penalty: 98657.695312
Iteration 225Q: 30 clusters Score -1.222452e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266038 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 11717 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5298 members 
Mstep: Class 7 contains 52570 members 
Mstep: Class 8 contains 25304 members 
Mstep: Class 9 contains 166507 members 
Mstep: Class 10 contains 126153 members 
Mstep: Class 11 contains 28639 members 
Mstep: Class 12 contains 44884 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245184.000000 Penalty: 98657.695312
Iteration 226Q: 30 clusters Score -1.222452e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266040 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 11714 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5299 members 
Mstep: Class 7 contains 52568 members 
Mstep: Class 8 contains 25304 members 
Mstep: Class 9 contains 166509 members 
Mstep: Class 10 contains 126152 members 
Mstep: Class 11 contains 28638 members 
Mstep: Class 12 contains 44885 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245288.000000 Penalty: 98657.695312
Iteration 227Q: 30 clusters Score -1.222453e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266044 members 
Mstep: Class 2 contains 28903 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5299 members 
Mstep: Class 7 contains 52569 members 
Mstep: Class 8 contains 25304 members 
Mstep: Class 9 contains 166509 members 
Mstep: Class 10 contains 126147 members 
Mstep: Class 11 contains 28637 members 
Mstep: Class 12 contains 44886 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 399 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245280.000000 Penalty: 98657.695312
Iteration 228Q: 30 clusters Score -1.222453e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266050 members 
Mstep: Class 2 contains 28902 members 
Mstep: Class 3 contains 11708 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 52569 members 
Mstep: Class 8 contains 25305 members 
Mstep: Class 9 contains 166508 members 
Mstep: Class 10 contains 126142 members 
Mstep: Class 11 contains 28637 members 
Mstep: Class 12 contains 44889 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20915 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245240.000000 Penalty: 98657.695312
Iteration 229Q: 30 clusters Score -1.222452e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266058 members 
Mstep: Class 2 contains 28901 members 
Mstep: Class 3 contains 11700 members 
Mstep: Class 4 contains 5648 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5302 members 
Mstep: Class 7 contains 52569 members 
Mstep: Class 8 contains 25306 members 
Mstep: Class 9 contains 166505 members 
Mstep: Class 10 contains 126143 members 
Mstep: Class 11 contains 28636 members 
Mstep: Class 12 contains 44892 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20915 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28904 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245200.000000 Penalty: 98657.695312
Iteration 230Q: 30 clusters Score -1.222452e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266060 members 
Mstep: Class 2 contains 28900 members 
Mstep: Class 3 contains 11686 members 
Mstep: Class 4 contains 5649 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5301 members 
Mstep: Class 7 contains 52568 members 
Mstep: Class 8 contains 25308 members 
Mstep: Class 9 contains 166509 members 
Mstep: Class 10 contains 126147 members 
Mstep: Class 11 contains 28637 members 
Mstep: Class 12 contains 44895 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20915 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28904 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245208.000000 Penalty: 98657.695312
Iteration 231Q: 30 clusters Score -1.222452e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266061 members 
Mstep: Class 2 contains 28897 members 
Mstep: Class 3 contains 11677 members 
Mstep: Class 4 contains 5650 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5304 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25310 members 
Mstep: Class 9 contains 166509 members 
Mstep: Class 10 contains 126151 members 
Mstep: Class 11 contains 28637 members 
Mstep: Class 12 contains 44897 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28904 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245136.000000 Penalty: 98657.695312
Iteration 232Q: 30 clusters Score -1.222451e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266063 members 
Mstep: Class 2 contains 28895 members 
Mstep: Class 3 contains 11674 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5313 members 
Mstep: Class 7 contains 52564 members 
Mstep: Class 8 contains 25312 members 
Mstep: Class 9 contains 166506 members 
Mstep: Class 10 contains 126148 members 
Mstep: Class 11 contains 28637 members 
Mstep: Class 12 contains 44896 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20913 members 
Mstep: Class 17 contains 17049 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28903 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245184.000000 Penalty: 98657.695312
Iteration 233Q: 30 clusters Score -1.222452e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266061 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11669 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5316 members 
Mstep: Class 7 contains 52564 members 
Mstep: Class 8 contains 25315 members 
Mstep: Class 9 contains 166508 members 
Mstep: Class 10 contains 126146 members 
Mstep: Class 11 contains 28635 members 
Mstep: Class 12 contains 44898 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20912 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28904 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245224.000000 Penalty: 98657.695312
Iteration 234Q: 30 clusters Score -1.222452e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266059 members 
Mstep: Class 2 contains 28891 members 
Mstep: Class 3 contains 11669 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5322 members 
Mstep: Class 7 contains 52561 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166509 members 
Mstep: Class 10 contains 126143 members 
Mstep: Class 11 contains 28631 members 
Mstep: Class 12 contains 44902 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20912 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28902 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245192.000000 Penalty: 98657.695312
Iteration 235Q: 30 clusters Score -1.222452e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266060 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11665 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5325 members 
Mstep: Class 7 contains 52561 members 
Mstep: Class 8 contains 25316 members 
Mstep: Class 9 contains 166509 members 
Mstep: Class 10 contains 126139 members 
Mstep: Class 11 contains 28628 members 
Mstep: Class 12 contains 44905 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20912 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28903 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245304.000000 Penalty: 98657.695312
Iteration 236Q: 30 clusters Score -1.222453e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266062 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11661 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52559 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166513 members 
Mstep: Class 10 contains 126136 members 
Mstep: Class 11 contains 28627 members 
Mstep: Class 12 contains 44905 members 
Mstep: Class 13 contains 8111 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20911 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28903 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245264.000000 Penalty: 98657.695312
Iteration 237Q: 30 clusters Score -1.222453e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266065 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 3 contains 11659 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52559 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166514 members 
Mstep: Class 10 contains 126132 members 
Mstep: Class 11 contains 28626 members 
Mstep: Class 12 contains 44906 members 
Mstep: Class 13 contains 8111 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20910 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28903 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245272.000000 Penalty: 98657.695312
Iteration 238Q: 30 clusters Score -1.222453e+08 nChanged 16
Entering ConstructFrom: 
Score: -122245272.000000 Penalty: 98657.695312
Entering ConstructFrom: 
Trying to split cluster 1 (266060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266060 members 
Entering Unmasked Estep 
Score: -37186452.000000 Penalty: 3097.886230
	Iteration 0F: 2 clusters Score -3.718645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133195 members 
Mstep: Class 2 contains 132865 members 
Entering Unmasked Estep 
Score: -37027684.000000 Penalty: 6195.772461
	Iteration 0F: 3 clusters Score -3.702768e+07 nChanged 128965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132656 members 
Mstep: Class 2 contains 133404 members 
Entering Unmasked Estep 
Score: -37105408.000000 Penalty: 6195.772461
	Iteration 1F: 3 clusters Score -3.710541e+07 nChanged 7875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131671 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -37107440.000000 Penalty: 6195.772461
	Iteration 2Q: 3 clusters Score -3.710744e+07 nChanged 9262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130113 members 
Mstep: Class 2 contains 135947 members 
Entering Unmasked Estep 
Score: -37110304.000000 Penalty: 6195.772461
	Iteration 3Q: 3 clusters Score -3.71103e+07 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127876 members 
Mstep: Class 2 contains 138184 members 
Entering Unmasked Estep 
Score: -37113936.000000 Penalty: 6195.772461
	Iteration 4Q: 3 clusters Score -3.711394e+07 nChanged 13128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125088 members 
Mstep: Class 2 contains 140972 members 
Entering Unmasked Estep 
Score: -37119376.000000 Penalty: 6195.772461
	Iteration 5Q: 3 clusters Score -3.711938e+07 nChanged 14759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121857 members 
Mstep: Class 2 contains 144203 members 
Entering Unmasked Estep 
Score: -37126076.000000 Penalty: 6195.772461
	Iteration 6F: 3 clusters Score -3.712608e+07 nChanged 15109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118342 members 
Mstep: Class 2 contains 147718 members 
Entering Unmasked Estep 
Score: -37132928.000000 Penalty: 6195.772461
	Iteration 7F: 3 clusters Score -3.713293e+07 nChanged 14606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114552 members 
Mstep: Class 2 contains 151508 members 
Entering Unmasked Estep 
Score: -37138692.000000 Penalty: 6195.772461
	Iteration 8F: 3 clusters Score -3.713869e+07 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 155318 members 
Entering Unmasked Estep 
Score: -37143132.000000 Penalty: 6195.772461
	Iteration 9Q: 3 clusters Score -3.714313e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106561 members 
Mstep: Class 2 contains 159499 members 
Entering Unmasked Estep 
Score: -37146036.000000 Penalty: 6195.772461
	Iteration 10Q: 3 clusters Score -3.714604e+07 nChanged 8613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101850 members 
Mstep: Class 2 contains 164210 members 
Entering Unmasked Estep 
Score: -37148516.000000 Penalty: 6195.772461
	Iteration 11Q: 3 clusters Score -3.714852e+07 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96446 members 
Mstep: Class 2 contains 169614 members 
Entering Unmasked Estep 
Score: -37150820.000000 Penalty: 6195.772461
	Iteration 12Q: 3 clusters Score -3.715082e+07 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90245 members 
Mstep: Class 2 contains 175815 members 
Entering Unmasked Estep 
Score: -37152492.000000 Penalty: 6195.772461
	Iteration 13Q: 3 clusters Score -3.715249e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83116 members 
Mstep: Class 2 contains 182944 members 
Entering Unmasked Estep 
Score: -37154748.000000 Penalty: 6195.772461
	Iteration 14Q: 3 clusters Score -3.715475e+07 nChanged 8254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74900 members 
Mstep: Class 2 contains 191160 members 
Entering Unmasked Estep 
Score: -37157844.000000 Penalty: 6195.772461
	Iteration 15Q: 3 clusters Score -3.715784e+07 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 200592 members 
Entering Unmasked Estep 
Score: -37161536.000000 Penalty: 6195.772461
	Iteration 16Q: 3 clusters Score -3.716154e+07 nChanged 10340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55128 members 
Mstep: Class 2 contains 210932 members 
Entering Unmasked Estep 
Score: -37166480.000000 Penalty: 6195.772461
	Iteration 17Q: 3 clusters Score -3.716648e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 221966 members 
Entering Unmasked Estep 
Score: -37172248.000000 Penalty: 6195.772461
	Iteration 18Q: 3 clusters Score -3.717225e+07 nChanged 11001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 232967 members 
Entering Unmasked Estep 
Score: -37178392.000000 Penalty: 6195.772461
	Iteration 19Q: 3 clusters Score -3.717839e+07 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 243168 members 
Entering Unmasked Estep 
Score: -37184224.000000 Penalty: 6195.772461
	Iteration 20F: 3 clusters Score -3.718422e+07 nChanged 9310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 252478 members 
Entering Unmasked Estep 
Score: -37186224.000000 Penalty: 6195.772461
	Iteration 21Q: 3 clusters Score -3.718622e+07 nChanged 6540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 259018 members 
Entering Unmasked Estep 
Score: -37185728.000000 Penalty: 6195.772461
	Iteration 22Q: 3 clusters Score -3.718573e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 262626 members 
Entering Unmasked Estep 
Score: -37184988.000000 Penalty: 6195.772461
	Iteration 23Q: 3 clusters Score -3.718499e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 264332 members 
Entering Unmasked Estep 
Score: -37184396.000000 Penalty: 6195.772461
	Iteration 24Q: 3 clusters Score -3.71844e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 265035 members 
Entering Unmasked Estep 
Score: -37184260.000000 Penalty: 6195.772461
	Iteration 25Q: 3 clusters Score -3.718426e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 265323 members 
Entering Unmasked Estep 
Score: -37184264.000000 Penalty: 6195.772461
	Iteration 26Q: 3 clusters Score -3.718426e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 265453 members 
Entering Unmasked Estep 
Score: -37184216.000000 Penalty: 6195.772461
	Iteration 27Q: 3 clusters Score -3.718422e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 265521 members 
Entering Unmasked Estep 
Score: -37184224.000000 Penalty: 6195.772461
	Iteration 28Q: 3 clusters Score -3.718422e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 265556 members 
Entering Unmasked Estep 
Score: -37184216.000000 Penalty: 6195.772461
	Iteration 29Q: 3 clusters Score -3.718422e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 265573 members 
Entering Unmasked Estep 
Score: -37184260.000000 Penalty: 6195.772461
	Iteration 30Q: 3 clusters Score -3.718426e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 265591 members 
Entering Unmasked Estep 
Score: -37184280.000000 Penalty: 6195.772461
	Iteration 31Q: 3 clusters Score -3.718428e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 265596 members 
Entering Unmasked Estep 
Score: -37184292.000000 Penalty: 6195.772461
	Iteration 32Q: 3 clusters Score -3.718429e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 265603 members 
Entering Unmasked Estep 
Score: -37184296.000000 Penalty: 6195.772461
	Iteration 33Q: 3 clusters Score -3.71843e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 265607 members 
Entering Unmasked Estep 
Score: -37184272.000000 Penalty: 6195.772461
	Iteration 34Q: 3 clusters Score -3.718427e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 265611 members 
Entering Unmasked Estep 
Score: -37184296.000000 Penalty: 6195.772461
	Iteration 35Q: 3 clusters Score -3.71843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 265615 members 
Entering Unmasked Estep 
Score: -37184296.000000 Penalty: 6195.772461
	Iteration 36Q: 3 clusters Score -3.71843e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 265620 members 
Entering Unmasked Estep 
Score: -37184308.000000 Penalty: 6195.772461
	Iteration 37Q: 3 clusters Score -3.718431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 265620 members 
Entering Unmasked Estep 
Score: -37184332.000000 Penalty: 6195.772461
	Iteration 38Q: 3 clusters Score -3.718433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 265618 members 
Entering Unmasked Estep 
Score: -37184304.000000 Penalty: 6195.772461
	Iteration 39Q: 3 clusters Score -3.71843e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 265619 members 
Entering Unmasked Estep 
Score: -37184304.000000 Penalty: 6195.772461
	Iteration 40F: 3 clusters Score -3.71843e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Entering Unmasked Estep 
Score: -3947260.250000 Penalty: 2547.304443
	Iteration 0F: 2 clusters Score -3947260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -3927394.250000 Penalty: 5094.608887
	Iteration 0F: 3 clusters Score -3927394 nChanged 12964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -3934345.750000 Penalty: 5094.608887
	Iteration 1F: 3 clusters Score -3934346 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -3934882.000000 Penalty: 5094.608887
	Iteration 2F: 3 clusters Score -3934882 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -3935497.500000 Penalty: 5094.608887
	Iteration 3Q: 3 clusters Score -3935498 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3936140.250000 Penalty: 5094.608887
	Iteration 4Q: 3 clusters Score -3936140 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3936880.250000 Penalty: 5094.608887
	Iteration 5F: 3 clusters Score -3936880 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -3937737.750000 Penalty: 5094.608887
	Iteration 6F: 3 clusters Score -3937738 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -3938836.250000 Penalty: 5094.608887
	Iteration 7F: 3 clusters Score -3938836 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -3939995.000000 Penalty: 5094.608887
	Iteration 8F: 3 clusters Score -3939995 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3941140.750000 Penalty: 5094.608887
	Iteration 9F: 3 clusters Score -3941141 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -3942101.000000 Penalty: 5094.608887
	Iteration 10Q: 3 clusters Score -3942101 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -3942847.500000 Penalty: 5094.608887
	Iteration 11Q: 3 clusters Score -3942848 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3943419.000000 Penalty: 5094.608887
	Iteration 12Q: 3 clusters Score -3943419 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -3943856.750000 Penalty: 5094.608887
	Iteration 13Q: 3 clusters Score -3943857 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -3944233.250000 Penalty: 5094.608887
	Iteration 14Q: 3 clusters Score -3944233 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -3944548.250000 Penalty: 5094.608887
	Iteration 15Q: 3 clusters Score -3944548 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3944793.500000 Penalty: 5094.608887
	Iteration 16Q: 3 clusters Score -3944794 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3944966.000000 Penalty: 5094.608887
	Iteration 17Q: 3 clusters Score -3944966 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3945079.500000 Penalty: 5094.608887
	Iteration 18Q: 3 clusters Score -3945080 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3945175.000000 Penalty: 5094.608887
	Iteration 19Q: 3 clusters Score -3945175 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3945244.750000 Penalty: 5094.608887
	Iteration 20F: 3 clusters Score -3945245 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25639 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3945296.500000 Penalty: 5094.608887
	Iteration 21Q: 3 clusters Score -3945296 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -3945338.000000 Penalty: 5094.608887
	Iteration 22Q: 3 clusters Score -3945338 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -3945372.250000 Penalty: 5094.608887
	Iteration 23Q: 3 clusters Score -3945372 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3945406.000000 Penalty: 5094.608887
	Iteration 24Q: 3 clusters Score -3945406 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -3945429.000000 Penalty: 5094.608887
	Iteration 25Q: 3 clusters Score -3945429 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3945445.000000 Penalty: 5094.608887
	Iteration 26Q: 3 clusters Score -3945445 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3945445.250000 Penalty: 5094.608887
	Iteration 27Q: 3 clusters Score -3945445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3945456.500000 Penalty: 5094.608887
	Iteration 28Q: 3 clusters Score -3945456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3945464.250000 Penalty: 5094.608887
	Iteration 29Q: 3 clusters Score -3945464 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3945482.250000 Penalty: 5094.608887
	Iteration 30Q: 3 clusters Score -3945482 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -3945496.000000 Penalty: 5094.608887
	Iteration 31Q: 3 clusters Score -3945496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -3945511.500000 Penalty: 5094.608887
	Iteration 32Q: 3 clusters Score -3945512 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3945533.000000 Penalty: 5094.608887
	Iteration 33Q: 3 clusters Score -3945533 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26508 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3945538.250000 Penalty: 5094.608887
	Iteration 34Q: 3 clusters Score -3945538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3945547.250000 Penalty: 5094.608887
	Iteration 35Q: 3 clusters Score -3945547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3945564.750000 Penalty: 5094.608887
	Iteration 36Q: 3 clusters Score -3945565 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26656 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -3945585.000000 Penalty: 5094.608887
	Iteration 37Q: 3 clusters Score -3945585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -3945597.750000 Penalty: 5094.608887
	Iteration 38Q: 3 clusters Score -3945598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -3945605.250000 Penalty: 5094.608887
	Iteration 39Q: 3 clusters Score -3945605 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3945615.750000 Penalty: 5094.608887
	Iteration 40F: 3 clusters Score -3945616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3945626.500000 Penalty: 5094.608887
	Iteration 41Q: 3 clusters Score -3945626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3945623.250000 Penalty: 5094.608887
	Iteration 42Q: 3 clusters Score -3945623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3945634.250000 Penalty: 5094.608887
	Iteration 43Q: 3 clusters Score -3945634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3945643.750000 Penalty: 5094.608887
	Iteration 44Q: 3 clusters Score -3945644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3945659.750000 Penalty: 5094.608887
	Iteration 45Q: 3 clusters Score -3945660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3945665.750000 Penalty: 5094.608887
	Iteration 46Q: 3 clusters Score -3945666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3945667.500000 Penalty: 5094.608887
	Iteration 47Q: 3 clusters Score -3945668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -3945672.250000 Penalty: 5094.608887
	Iteration 48Q: 3 clusters Score -3945672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -3945677.250000 Penalty: 5094.608887
	Iteration 49Q: 3 clusters Score -3945677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3945676.750000 Penalty: 5094.608887
	Iteration 50Q: 3 clusters Score -3945677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3945674.500000 Penalty: 5094.608887
	Iteration 51Q: 3 clusters Score -3945674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3945673.500000 Penalty: 5094.608887
	Iteration 52Q: 3 clusters Score -3945674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3945673.250000 Penalty: 5094.608887
	Iteration 53Q: 3 clusters Score -3945673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3945673.750000 Penalty: 5094.608887
	Iteration 54Q: 3 clusters Score -3945674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3945677.250000 Penalty: 5094.608887
	Iteration 55Q: 3 clusters Score -3945677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3945676.750000 Penalty: 5094.608887
	Iteration 56Q: 3 clusters Score -3945677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3945675.500000 Penalty: 5094.608887
	Iteration 57Q: 3 clusters Score -3945676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -3945678.750000 Penalty: 5094.608887
	Iteration 58Q: 3 clusters Score -3945679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3945681.500000 Penalty: 5094.608887
	Iteration 59Q: 3 clusters Score -3945682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3945681.500000 Penalty: 5094.608887
	Iteration 60F: 3 clusters Score -3945682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3945682.500000 Penalty: 5094.608887
	Iteration 61Q: 3 clusters Score -3945682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -3945682.500000 Penalty: 5094.608887
	Iteration 62F: 3 clusters Score -3945682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Entering Unmasked Estep 
Score: -1513226.625000 Penalty: 2322.188232
	Iteration 0F: 2 clusters Score -1513227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1504468.875000 Penalty: 4644.376465
	Iteration 0F: 3 clusters Score -1504469 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1507198.625000 Penalty: 4644.376465
	Iteration 1F: 3 clusters Score -1507199 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1507611.375000 Penalty: 4644.376465
	Iteration 2F: 3 clusters Score -1507611 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1507884.625000 Penalty: 4644.376465
	Iteration 3F: 3 clusters Score -1507885 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1508097 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1508284 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1508458 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1508598.500000 Penalty: 4644.376465
	Iteration 7Q: 3 clusters Score -1508598 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1508728.000000 Penalty: 4644.376465
	Iteration 8Q: 3 clusters Score -1508728 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1508861.750000 Penalty: 4644.376465
	Iteration 9Q: 3 clusters Score -1508862 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1509001.375000 Penalty: 4644.376465
	Iteration 10Q: 3 clusters Score -1509001 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1509149.500000 Penalty: 4644.376465
	Iteration 11Q: 3 clusters Score -1509150 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1509321.250000 Penalty: 4644.376465
	Iteration 12Q: 3 clusters Score -1509321 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1509501.875000 Penalty: 4644.376465
	Iteration 13Q: 3 clusters Score -1509502 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1509699.500000 Penalty: 4644.376465
	Iteration 14Q: 3 clusters Score -1509700 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1509875.250000 Penalty: 4644.376465
	Iteration 15Q: 3 clusters Score -1509875 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1510062.750000 Penalty: 4644.376465
	Iteration 16Q: 3 clusters Score -1510063 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1510263.625000 Penalty: 4644.376465
	Iteration 17Q: 3 clusters Score -1510264 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1510450.875000 Penalty: 4644.376465
	Iteration 18Q: 3 clusters Score -1510451 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1510620.500000 Penalty: 4644.376465
	Iteration 19Q: 3 clusters Score -1510620 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1510814.000000 Penalty: 4644.376465
	Iteration 20F: 3 clusters Score -1510814 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1510968.500000 Penalty: 4644.376465
	Iteration 21Q: 3 clusters Score -1510968 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1511081.125000 Penalty: 4644.376465
	Iteration 22Q: 3 clusters Score -1511081 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1511180.375000 Penalty: 4644.376465
	Iteration 23Q: 3 clusters Score -1511180 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1511270.375000 Penalty: 4644.376465
	Iteration 24Q: 3 clusters Score -1511270 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1511366.250000 Penalty: 4644.376465
	Iteration 25Q: 3 clusters Score -1511366 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1511445.250000 Penalty: 4644.376465
	Iteration 26Q: 3 clusters Score -1511445 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1511522.375000 Penalty: 4644.376465
	Iteration 27Q: 3 clusters Score -1511522 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1511589.250000 Penalty: 4644.376465
	Iteration 28Q: 3 clusters Score -1511589 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1511648.250000 Penalty: 4644.376465
	Iteration 29Q: 3 clusters Score -1511648 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1511699.500000 Penalty: 4644.376465
	Iteration 30Q: 3 clusters Score -1511700 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1511744.625000 Penalty: 4644.376465
	Iteration 31Q: 3 clusters Score -1511745 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1511784.625000 Penalty: 4644.376465
	Iteration 32Q: 3 clusters Score -1511785 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1511819.375000 Penalty: 4644.376465
	Iteration 33Q: 3 clusters Score -1511819 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1511853.750000 Penalty: 4644.376465
	Iteration 34Q: 3 clusters Score -1511854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1511885.875000 Penalty: 4644.376465
	Iteration 35Q: 3 clusters Score -1511886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1511914.000000 Penalty: 4644.376465
	Iteration 36Q: 3 clusters Score -1511914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1511931.500000 Penalty: 4644.376465
	Iteration 37Q: 3 clusters Score -1511932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1511953.500000 Penalty: 4644.376465
	Iteration 38Q: 3 clusters Score -1511954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1511969.500000 Penalty: 4644.376465
	Iteration 39Q: 3 clusters Score -1511970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1511975.875000 Penalty: 4644.376465
	Iteration 40F: 3 clusters Score -1511976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1511980.875000 Penalty: 4644.376465
	Iteration 41Q: 3 clusters Score -1511981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1511984.375000 Penalty: 4644.376465
	Iteration 42Q: 3 clusters Score -1511984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1511985.500000 Penalty: 4644.376465
	Iteration 43Q: 3 clusters Score -1511986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1511991.750000 Penalty: 4644.376465
	Iteration 44Q: 3 clusters Score -1511992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1511996.375000 Penalty: 4644.376465
	Iteration 45Q: 3 clusters Score -1511996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1512007.125000 Penalty: 4644.376465
	Iteration 46Q: 3 clusters Score -1512007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1512008.125000 Penalty: 4644.376465
	Iteration 47Q: 3 clusters Score -1512008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1512007.500000 Penalty: 4644.376465
	Iteration 48Q: 3 clusters Score -1512008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1512009.250000 Penalty: 4644.376465
	Iteration 49Q: 3 clusters Score -1512009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1512007.375000 Penalty: 4644.376465
	Iteration 50Q: 3 clusters Score -1512007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1512011.625000 Penalty: 4644.376465
	Iteration 51Q: 3 clusters Score -1512012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1512015.000000 Penalty: 4644.376465
	Iteration 52Q: 3 clusters Score -1512015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1512018.500000 Penalty: 4644.376465
	Iteration 53Q: 3 clusters Score -1512018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1512021.375000 Penalty: 4644.376465
	Iteration 54Q: 3 clusters Score -1512021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1512026.500000 Penalty: 4644.376465
	Iteration 55Q: 3 clusters Score -1512026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1512029.250000 Penalty: 4644.376465
	Iteration 56Q: 3 clusters Score -1512029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1512029.125000 Penalty: 4644.376465
	Iteration 57Q: 3 clusters Score -1512029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1512032.125000 Penalty: 4644.376465
	Iteration 58Q: 3 clusters Score -1512032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1512033.750000 Penalty: 4644.376465
	Iteration 59Q: 3 clusters Score -1512034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1512037.875000 Penalty: 4644.376465
	Iteration 60F: 3 clusters Score -1512038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1512039.375000 Penalty: 4644.376465
	Iteration 61Q: 3 clusters Score -1512039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1512043.250000 Penalty: 4644.376465
	Iteration 62Q: 3 clusters Score -1512043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1512042.250000 Penalty: 4644.376465
	Iteration 63Q: 3 clusters Score -1512042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1512043.750000 Penalty: 4644.376465
	Iteration 64Q: 3 clusters Score -1512044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1512049.375000 Penalty: 4644.376465
	Iteration 65Q: 3 clusters Score -1512049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1512049.625000 Penalty: 4644.376465
	Iteration 66Q: 3 clusters Score -1512050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1512048.500000 Penalty: 4644.376465
	Iteration 67Q: 3 clusters Score -1512048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1512048.750000 Penalty: 4644.376465
	Iteration 68Q: 3 clusters Score -1512049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1512053.250000 Penalty: 4644.376465
	Iteration 69Q: 3 clusters Score -1512053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1512055.125000 Penalty: 4644.376465
	Iteration 70Q: 3 clusters Score -1512055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1512056.500000 Penalty: 4644.376465
	Iteration 71Q: 3 clusters Score -1512056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1512057.625000 Penalty: 4644.376465
	Iteration 72Q: 3 clusters Score -1512058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1512061.875000 Penalty: 4644.376465
	Iteration 73Q: 3 clusters Score -1512062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1512066.125000 Penalty: 4644.376465
	Iteration 74Q: 3 clusters Score -1512066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -1512067.375000 Penalty: 4644.376465
	Iteration 75Q: 3 clusters Score -1512067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1512068.625000 Penalty: 4644.376465
	Iteration 76Q: 3 clusters Score -1512069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1512069.750000 Penalty: 4644.376465
	Iteration 77Q: 3 clusters Score -1512070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1512067.750000 Penalty: 4644.376465
	Iteration 78Q: 3 clusters Score -1512068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1512070.375000 Penalty: 4644.376465
	Iteration 79Q: 3 clusters Score -1512070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1512069.250000 Penalty: 4644.376465
	Iteration 80F: 3 clusters Score -1512069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Entering Unmasked Estep 
Score: -755841.687500 Penalty: 2142.617676
	Iteration 0F: 2 clusters Score -755841.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -750868.187500 Penalty: 4285.235352
	Iteration 0F: 3 clusters Score -750868.2 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -752166.937500 Penalty: 4285.235352
	Iteration 1F: 3 clusters Score -752166.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -752492.500000 Penalty: 4285.235352
	Iteration 2F: 3 clusters Score -752492.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -752779.937500 Penalty: 4285.235352
	Iteration 3F: 3 clusters Score -752779.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -753018.750000 Penalty: 4285.235352
	Iteration 4F: 3 clusters Score -753018.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -753201.000000 Penalty: 4285.235352
	Iteration 5Q: 3 clusters Score -753201 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -753333.125000 Penalty: 4285.235352
	Iteration 6Q: 3 clusters Score -753333.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -753433.937500 Penalty: 4285.235352
	Iteration 7Q: 3 clusters Score -753433.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -753559.062500 Penalty: 4285.235352
	Iteration 8Q: 3 clusters Score -753559.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -753669.250000 Penalty: 4285.235352
	Iteration 9Q: 3 clusters Score -753669.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -753771.937500 Penalty: 4285.235352
	Iteration 10Q: 3 clusters Score -753771.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -753869.375000 Penalty: 4285.235352
	Iteration 11Q: 3 clusters Score -753869.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -753960.062500 Penalty: 4285.235352
	Iteration 12Q: 3 clusters Score -753960.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -754053.375000 Penalty: 4285.235352
	Iteration 13Q: 3 clusters Score -754053.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -754141.562500 Penalty: 4285.235352
	Iteration 14Q: 3 clusters Score -754141.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -754209.250000 Penalty: 4285.235352
	Iteration 15Q: 3 clusters Score -754209.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -754271.125000 Penalty: 4285.235352
	Iteration 16Q: 3 clusters Score -754271.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -754328.062500 Penalty: 4285.235352
	Iteration 17Q: 3 clusters Score -754328.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -754383.000000 Penalty: 4285.235352
	Iteration 18Q: 3 clusters Score -754383 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -754424.937500 Penalty: 4285.235352
	Iteration 19Q: 3 clusters Score -754424.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -754456.937500 Penalty: 4285.235352
	Iteration 20F: 3 clusters Score -754456.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -754488.250000 Penalty: 4285.235352
	Iteration 21Q: 3 clusters Score -754488.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -754508.250000 Penalty: 4285.235352
	Iteration 22Q: 3 clusters Score -754508.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -754517.625000 Penalty: 4285.235352
	Iteration 23Q: 3 clusters Score -754517.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -754526.750000 Penalty: 4285.235352
	Iteration 24Q: 3 clusters Score -754526.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -754532.500000 Penalty: 4285.235352
	Iteration 25Q: 3 clusters Score -754532.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -754536.312500 Penalty: 4285.235352
	Iteration 26Q: 3 clusters Score -754536.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -754537.437500 Penalty: 4285.235352
	Iteration 27Q: 3 clusters Score -754537.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -754538.875000 Penalty: 4285.235352
	Iteration 28Q: 3 clusters Score -754538.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -754540.125000 Penalty: 4285.235352
	Iteration 29Q: 3 clusters Score -754540.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -754543.187500 Penalty: 4285.235352
	Iteration 30Q: 3 clusters Score -754543.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -754543.125000 Penalty: 4285.235352
	Iteration 31Q: 3 clusters Score -754543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -754543.812500 Penalty: 4285.235352
	Iteration 32Q: 3 clusters Score -754543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -754542.562500 Penalty: 4285.235352
	Iteration 33Q: 3 clusters Score -754542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -754544.125000 Penalty: 4285.235352
	Iteration 34Q: 3 clusters Score -754544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -754544.125000 Penalty: 4285.235352
	Iteration 35Q: 3 clusters Score -754544.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -754544.125000 Penalty: 4285.235352
	Iteration 36F: 3 clusters Score -754544.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33197 members 
Entering Unmasked Estep 
Score: -4487857.000000 Penalty: 2581.733154
	Iteration 0F: 2 clusters Score -4487857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -4465231.500000 Penalty: 5163.466309
	Iteration 0F: 3 clusters Score -4465232 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -4473572.000000 Penalty: 5163.466309
	Iteration 1F: 3 clusters Score -4473572 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -4474101.500000 Penalty: 5163.466309
	Iteration 2Q: 3 clusters Score -4474102 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4474690.500000 Penalty: 5163.466309
	Iteration 3Q: 3 clusters Score -4474690 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -4475411.500000 Penalty: 5163.466309
	Iteration 4Q: 3 clusters Score -4475412 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -4476357.500000 Penalty: 5163.466309
	Iteration 5F: 3 clusters Score -4476358 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -4477592.000000 Penalty: 5163.466309
	Iteration 6F: 3 clusters Score -4477592 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -4478795.000000 Penalty: 5163.466309
	Iteration 7F: 3 clusters Score -4478795 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -4479787.500000 Penalty: 5163.466309
	Iteration 8F: 3 clusters Score -4479788 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -4480508.000000 Penalty: 5163.466309
	Iteration 9Q: 3 clusters Score -4480508 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -4480982.000000 Penalty: 5163.466309
	Iteration 10Q: 3 clusters Score -4480982 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -4481292.000000 Penalty: 5163.466309
	Iteration 11Q: 3 clusters Score -4481292 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -4481455.000000 Penalty: 5163.466309
	Iteration 12Q: 3 clusters Score -4481455 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4481591.000000 Penalty: 5163.466309
	Iteration 13Q: 3 clusters Score -4481591 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -4481684.500000 Penalty: 5163.466309
	Iteration 14Q: 3 clusters Score -4481684 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -4481775.000000 Penalty: 5163.466309
	Iteration 15Q: 3 clusters Score -4481775 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4481853.500000 Penalty: 5163.466309
	Iteration 16Q: 3 clusters Score -4481854 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -4481906.000000 Penalty: 5163.466309
	Iteration 17Q: 3 clusters Score -4481906 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -4481944.500000 Penalty: 5163.466309
	Iteration 18Q: 3 clusters Score -4481944 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -4481962.500000 Penalty: 5163.466309
	Iteration 19Q: 3 clusters Score -4481962 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -4481989.000000 Penalty: 5163.466309
	Iteration 20F: 3 clusters Score -4481989 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -4482026.500000 Penalty: 5163.466309
	Iteration 21Q: 3 clusters Score -4482026 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -4482066.000000 Penalty: 5163.466309
	Iteration 22Q: 3 clusters Score -4482066 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -4482103.500000 Penalty: 5163.466309
	Iteration 23Q: 3 clusters Score -4482104 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -4482131.500000 Penalty: 5163.466309
	Iteration 24Q: 3 clusters Score -4482132 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -4482175.500000 Penalty: 5163.466309
	Iteration 25Q: 3 clusters Score -4482176 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -4482211.000000 Penalty: 5163.466309
	Iteration 26Q: 3 clusters Score -4482211 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -4482234.500000 Penalty: 5163.466309
	Iteration 27Q: 3 clusters Score -4482234 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -4482263.000000 Penalty: 5163.466309
	Iteration 28Q: 3 clusters Score -4482263 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -4482327.000000 Penalty: 5163.466309
	Iteration 29Q: 3 clusters Score -4482327 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -4482383.000000 Penalty: 5163.466309
	Iteration 30Q: 3 clusters Score -4482383 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -4482445.000000 Penalty: 5163.466309
	Iteration 31Q: 3 clusters Score -4482445 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -4482529.000000 Penalty: 5163.466309
	Iteration 32Q: 3 clusters Score -4482529 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -4482634.000000 Penalty: 5163.466309
	Iteration 33Q: 3 clusters Score -4482634 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4482744.000000 Penalty: 5163.466309
	Iteration 34Q: 3 clusters Score -4482744 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4482873.500000 Penalty: 5163.466309
	Iteration 35Q: 3 clusters Score -4482874 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -4483009.000000 Penalty: 5163.466309
	Iteration 36Q: 3 clusters Score -4483009 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -4483157.500000 Penalty: 5163.466309
	Iteration 37Q: 3 clusters Score -4483158 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -4483310.000000 Penalty: 5163.466309
	Iteration 38Q: 3 clusters Score -4483310 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -4483498.500000 Penalty: 5163.466309
	Iteration 39Q: 3 clusters Score -4483498 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -4483677.000000 Penalty: 5163.466309
	Iteration 40F: 3 clusters Score -4483677 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -4483868.500000 Penalty: 5163.466309
	Iteration 41Q: 3 clusters Score -4483868 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -4484048.500000 Penalty: 5163.466309
	Iteration 42Q: 3 clusters Score -4484048 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -4484257.000000 Penalty: 5163.466309
	Iteration 43Q: 3 clusters Score -4484257 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -4484418.000000 Penalty: 5163.466309
	Iteration 44Q: 3 clusters Score -4484418 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -4484602.000000 Penalty: 5163.466309
	Iteration 45Q: 3 clusters Score -4484602 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -4484843.000000 Penalty: 5163.466309
	Iteration 46Q: 3 clusters Score -4484843 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -4485027.500000 Penalty: 5163.466309
	Iteration 47Q: 3 clusters Score -4485028 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -4485242.500000 Penalty: 5163.466309
	Iteration 48Q: 3 clusters Score -4485242 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -4485348.000000 Penalty: 5163.466309
	Iteration 49Q: 3 clusters Score -4485348 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 29139 members 
Entering Unmasked Estep 
Score: -4485478.500000 Penalty: 5163.466309
	Iteration 50Q: 3 clusters Score -4485478 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -4485596.500000 Penalty: 5163.466309
	Iteration 51Q: 3 clusters Score -4485596 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 29705 members 
Entering Unmasked Estep 
Score: -4485722.500000 Penalty: 5163.466309
	Iteration 52Q: 3 clusters Score -4485722 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -4485830.500000 Penalty: 5163.466309
	Iteration 53Q: 3 clusters Score -4485830 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -4485939.500000 Penalty: 5163.466309
	Iteration 54Q: 3 clusters Score -4485940 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -4486007.000000 Penalty: 5163.466309
	Iteration 55Q: 3 clusters Score -4486007 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -4486078.000000 Penalty: 5163.466309
	Iteration 56Q: 3 clusters Score -4486078 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -4486124.500000 Penalty: 5163.466309
	Iteration 57Q: 3 clusters Score -4486124 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -4486163.500000 Penalty: 5163.466309
	Iteration 58Q: 3 clusters Score -4486164 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -4486181.000000 Penalty: 5163.466309
	Iteration 59Q: 3 clusters Score -4486181 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -4486193.000000 Penalty: 5163.466309
	Iteration 60F: 3 clusters Score -4486193 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -4486205.000000 Penalty: 5163.466309
	Iteration 61Q: 3 clusters Score -4486205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -4486215.500000 Penalty: 5163.466309
	Iteration 62Q: 3 clusters Score -4486216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -4486212.500000 Penalty: 5163.466309
	Iteration 63Q: 3 clusters Score -4486212 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -4486220.500000 Penalty: 5163.466309
	Iteration 64Q: 3 clusters Score -4486220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -4486227.000000 Penalty: 5163.466309
	Iteration 65Q: 3 clusters Score -4486227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -4486237.000000 Penalty: 5163.466309
	Iteration 66Q: 3 clusters Score -4486237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -4486240.000000 Penalty: 5163.466309
	Iteration 67Q: 3 clusters Score -4486240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -4486240.000000 Penalty: 5163.466309
	Iteration 68Q: 3 clusters Score -4486240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -4486242.500000 Penalty: 5163.466309
	Iteration 69Q: 3 clusters Score -4486242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 30995 members 
Entering Unmasked Estep 
Score: -4486241.500000 Penalty: 5163.466309
	Iteration 70Q: 3 clusters Score -4486242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -4486244.500000 Penalty: 5163.466309
	Iteration 71Q: 3 clusters Score -4486244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4486249.000000 Penalty: 5163.466309
	Iteration 72Q: 3 clusters Score -4486249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4486248.500000 Penalty: 5163.466309
	Iteration 73Q: 3 clusters Score -4486248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -4486250.000000 Penalty: 5163.466309
	Iteration 74Q: 3 clusters Score -4486250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -4486244.500000 Penalty: 5163.466309
	Iteration 75Q: 3 clusters Score -4486244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -4486246.500000 Penalty: 5163.466309
	Iteration 76Q: 3 clusters Score -4486246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -4486241.500000 Penalty: 5163.466309
	Iteration 77Q: 3 clusters Score -4486242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -4486243.000000 Penalty: 5163.466309
	Iteration 78Q: 3 clusters Score -4486243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -4486249.000000 Penalty: 5163.466309
	Iteration 79Q: 3 clusters Score -4486249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -4486243.000000 Penalty: 5163.466309
	Iteration 80F: 3 clusters Score -4486243 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Entering Unmasked Estep 
Score: -704119.812500 Penalty: 2127.928223
	Iteration 0F: 2 clusters Score -704119.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -699357.125000 Penalty: 4255.856445
	Iteration 0F: 3 clusters Score -699357.1 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -700526.187500 Penalty: 4255.856445
	Iteration 1F: 3 clusters Score -700526.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -700725.062500 Penalty: 4255.856445
	Iteration 2F: 3 clusters Score -700725.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -700848.000000 Penalty: 4255.856445
	Iteration 3Q: 3 clusters Score -700848 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -700926.250000 Penalty: 4255.856445
	Iteration 4Q: 3 clusters Score -700926.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -700982.500000 Penalty: 4255.856445
	Iteration 5Q: 3 clusters Score -700982.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -701032.437500 Penalty: 4255.856445
	Iteration 6Q: 3 clusters Score -701032.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -701065.562500 Penalty: 4255.856445
	Iteration 7Q: 3 clusters Score -701065.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -701089.687500 Penalty: 4255.856445
	Iteration 8Q: 3 clusters Score -701089.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -701106.375000 Penalty: 4255.856445
	Iteration 9Q: 3 clusters Score -701106.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -701124.875000 Penalty: 4255.856445
	Iteration 10Q: 3 clusters Score -701124.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -701145.062500 Penalty: 4255.856445
	Iteration 11Q: 3 clusters Score -701145.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -701158.125000 Penalty: 4255.856445
	Iteration 12Q: 3 clusters Score -701158.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -701169.375000 Penalty: 4255.856445
	Iteration 13Q: 3 clusters Score -701169.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -701180.562500 Penalty: 4255.856445
	Iteration 14Q: 3 clusters Score -701180.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -701189.375000 Penalty: 4255.856445
	Iteration 15Q: 3 clusters Score -701189.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -701198.625000 Penalty: 4255.856445
	Iteration 16Q: 3 clusters Score -701198.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -701212.437500 Penalty: 4255.856445
	Iteration 17Q: 3 clusters Score -701212.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -701224.312500 Penalty: 4255.856445
	Iteration 18Q: 3 clusters Score -701224.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -701239.937500 Penalty: 4255.856445
	Iteration 19Q: 3 clusters Score -701239.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -701252.375000 Penalty: 4255.856445
	Iteration 20F: 3 clusters Score -701252.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -701266.375000 Penalty: 4255.856445
	Iteration 21Q: 3 clusters Score -701266.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -701280.937500 Penalty: 4255.856445
	Iteration 22Q: 3 clusters Score -701280.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -701291.250000 Penalty: 4255.856445
	Iteration 23Q: 3 clusters Score -701291.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -701305.562500 Penalty: 4255.856445
	Iteration 24Q: 3 clusters Score -701305.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -701320.437500 Penalty: 4255.856445
	Iteration 25Q: 3 clusters Score -701320.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -701336.750000 Penalty: 4255.856445
	Iteration 26Q: 3 clusters Score -701336.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -701357.187500 Penalty: 4255.856445
	Iteration 27Q: 3 clusters Score -701357.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -701382.125000 Penalty: 4255.856445
	Iteration 28Q: 3 clusters Score -701382.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -701414.437500 Penalty: 4255.856445
	Iteration 29Q: 3 clusters Score -701414.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -701449.562500 Penalty: 4255.856445
	Iteration 30Q: 3 clusters Score -701449.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -701495.750000 Penalty: 4255.856445
	Iteration 31Q: 3 clusters Score -701495.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -701544.187500 Penalty: 4255.856445
	Iteration 32Q: 3 clusters Score -701544.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -701588.375000 Penalty: 4255.856445
	Iteration 33Q: 3 clusters Score -701588.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -701635.187500 Penalty: 4255.856445
	Iteration 34Q: 3 clusters Score -701635.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -701682.125000 Penalty: 4255.856445
	Iteration 35Q: 3 clusters Score -701682.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -701728.000000 Penalty: 4255.856445
	Iteration 36Q: 3 clusters Score -701728 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -701763.500000 Penalty: 4255.856445
	Iteration 37Q: 3 clusters Score -701763.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -701802.500000 Penalty: 4255.856445
	Iteration 38Q: 3 clusters Score -701802.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -701842.750000 Penalty: 4255.856445
	Iteration 39Q: 3 clusters Score -701842.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -701881.687500 Penalty: 4255.856445
	Iteration 40F: 3 clusters Score -701881.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -701917.125000 Penalty: 4255.856445
	Iteration 41Q: 3 clusters Score -701917.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -701939.812500 Penalty: 4255.856445
	Iteration 42Q: 3 clusters Score -701939.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -701958.375000 Penalty: 4255.856445
	Iteration 43Q: 3 clusters Score -701958.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -701979.250000 Penalty: 4255.856445
	Iteration 44Q: 3 clusters Score -701979.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -702000.000000 Penalty: 4255.856445
	Iteration 45Q: 3 clusters Score -702000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -702014.062500 Penalty: 4255.856445
	Iteration 46Q: 3 clusters Score -702014.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -702028.500000 Penalty: 4255.856445
	Iteration 47Q: 3 clusters Score -702028.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -702038.937500 Penalty: 4255.856445
	Iteration 48Q: 3 clusters Score -702038.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -702046.937500 Penalty: 4255.856445
	Iteration 49Q: 3 clusters Score -702046.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -702055.562500 Penalty: 4255.856445
	Iteration 50Q: 3 clusters Score -702055.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -702063.687500 Penalty: 4255.856445
	Iteration 51Q: 3 clusters Score -702063.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -702079.375000 Penalty: 4255.856445
	Iteration 52Q: 3 clusters Score -702079.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -702092.812500 Penalty: 4255.856445
	Iteration 53Q: 3 clusters Score -702092.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -702102.937500 Penalty: 4255.856445
	Iteration 54Q: 3 clusters Score -702102.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -702108.187500 Penalty: 4255.856445
	Iteration 55Q: 3 clusters Score -702108.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -702112.187500 Penalty: 4255.856445
	Iteration 56Q: 3 clusters Score -702112.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -702117.062500 Penalty: 4255.856445
	Iteration 57Q: 3 clusters Score -702117.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -702119.937500 Penalty: 4255.856445
	Iteration 58Q: 3 clusters Score -702119.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -702123.437500 Penalty: 4255.856445
	Iteration 59Q: 3 clusters Score -702123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -702123.437500 Penalty: 4255.856445
	Iteration 60F: 3 clusters Score -702123.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -702126.375000 Penalty: 4255.856445
	Iteration 61Q: 3 clusters Score -702126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -702126.062500 Penalty: 4255.856445
	Iteration 62Q: 3 clusters Score -702126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -702128.437500 Penalty: 4255.856445
	Iteration 63Q: 3 clusters Score -702128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -702128.312500 Penalty: 4255.856445
	Iteration 64Q: 3 clusters Score -702128.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -702128.312500 Penalty: 4255.856445
	Iteration 65F: 3 clusters Score -702128.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52560 members 
Entering Unmasked Estep 
Score: -6979358.500000 Penalty: 2695.688232
	Iteration 0F: 2 clusters Score -6979358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -6943915.000000 Penalty: 5391.376465
	Iteration 0F: 3 clusters Score -6943915 nChanged 24373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -6957525.000000 Penalty: 5391.376465
	Iteration 1F: 3 clusters Score -6957525 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -6958359.500000 Penalty: 5391.376465
	Iteration 2Q: 3 clusters Score -6958360 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -6959313.500000 Penalty: 5391.376465
	Iteration 3Q: 3 clusters Score -6959314 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -6960447.500000 Penalty: 5391.376465
	Iteration 4Q: 3 clusters Score -6960448 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -6962040.500000 Penalty: 5391.376465
	Iteration 5F: 3 clusters Score -6962040 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -6963994.000000 Penalty: 5391.376465
	Iteration 6F: 3 clusters Score -6963994 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -6966217.000000 Penalty: 5391.376465
	Iteration 7F: 3 clusters Score -6966217 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -6968280.000000 Penalty: 5391.376465
	Iteration 8F: 3 clusters Score -6968280 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -6970228.500000 Penalty: 5391.376465
	Iteration 9F: 3 clusters Score -6970228 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -6971914.000000 Penalty: 5391.376465
	Iteration 10Q: 3 clusters Score -6971914 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -6973384.000000 Penalty: 5391.376465
	Iteration 11Q: 3 clusters Score -6973384 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -6974294.000000 Penalty: 5391.376465
	Iteration 12Q: 3 clusters Score -6974294 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -6974740.500000 Penalty: 5391.376465
	Iteration 13Q: 3 clusters Score -6974740 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -6975031.000000 Penalty: 5391.376465
	Iteration 14Q: 3 clusters Score -6975031 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -6975234.500000 Penalty: 5391.376465
	Iteration 15Q: 3 clusters Score -6975234 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -6975377.500000 Penalty: 5391.376465
	Iteration 16Q: 3 clusters Score -6975378 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -6975506.000000 Penalty: 5391.376465
	Iteration 17Q: 3 clusters Score -6975506 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -6975633.000000 Penalty: 5391.376465
	Iteration 18Q: 3 clusters Score -6975633 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -6975747.000000 Penalty: 5391.376465
	Iteration 19Q: 3 clusters Score -6975747 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -6975800.000000 Penalty: 5391.376465
	Iteration 20F: 3 clusters Score -6975800 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -6975904.500000 Penalty: 5391.376465
	Iteration 21Q: 3 clusters Score -6975904 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -6975959.500000 Penalty: 5391.376465
	Iteration 22Q: 3 clusters Score -6975960 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -6975996.500000 Penalty: 5391.376465
	Iteration 23Q: 3 clusters Score -6975996 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -6976078.000000 Penalty: 5391.376465
	Iteration 24Q: 3 clusters Score -6976078 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -6976126.000000 Penalty: 5391.376465
	Iteration 25Q: 3 clusters Score -6976126 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -6976184.500000 Penalty: 5391.376465
	Iteration 26Q: 3 clusters Score -6976184 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -6976263.500000 Penalty: 5391.376465
	Iteration 27Q: 3 clusters Score -6976264 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -6976338.000000 Penalty: 5391.376465
	Iteration 28Q: 3 clusters Score -6976338 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -6976407.500000 Penalty: 5391.376465
	Iteration 29Q: 3 clusters Score -6976408 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47874 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -6976453.500000 Penalty: 5391.376465
	Iteration 30Q: 3 clusters Score -6976454 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -6976524.500000 Penalty: 5391.376465
	Iteration 31Q: 3 clusters Score -6976524 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48285 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -6976578.500000 Penalty: 5391.376465
	Iteration 32Q: 3 clusters Score -6976578 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -6976644.500000 Penalty: 5391.376465
	Iteration 33Q: 3 clusters Score -6976644 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48718 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -6976706.500000 Penalty: 5391.376465
	Iteration 34Q: 3 clusters Score -6976706 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48951 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -6976780.000000 Penalty: 5391.376465
	Iteration 35Q: 3 clusters Score -6976780 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -6976826.000000 Penalty: 5391.376465
	Iteration 36Q: 3 clusters Score -6976826 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49316 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -6976853.000000 Penalty: 5391.376465
	Iteration 37Q: 3 clusters Score -6976853 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6976917.500000 Penalty: 5391.376465
	Iteration 38Q: 3 clusters Score -6976918 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49608 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -6976958.500000 Penalty: 5391.376465
	Iteration 39Q: 3 clusters Score -6976958 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49735 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -6976988.000000 Penalty: 5391.376465
	Iteration 40F: 3 clusters Score -6976988 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6977036.000000 Penalty: 5391.376465
	Iteration 41Q: 3 clusters Score -6977036 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6977059.000000 Penalty: 5391.376465
	Iteration 42Q: 3 clusters Score -6977059 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6977089.500000 Penalty: 5391.376465
	Iteration 43Q: 3 clusters Score -6977090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -6977098.000000 Penalty: 5391.376465
	Iteration 44Q: 3 clusters Score -6977098 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50226 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6977132.500000 Penalty: 5391.376465
	Iteration 45Q: 3 clusters Score -6977132 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50300 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -6977138.000000 Penalty: 5391.376465
	Iteration 46Q: 3 clusters Score -6977138 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6977142.500000 Penalty: 5391.376465
	Iteration 47Q: 3 clusters Score -6977142 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50415 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -6977159.000000 Penalty: 5391.376465
	Iteration 48Q: 3 clusters Score -6977159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -6977169.000000 Penalty: 5391.376465
	Iteration 49Q: 3 clusters Score -6977169 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6977179.500000 Penalty: 5391.376465
	Iteration 50Q: 3 clusters Score -6977180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -6977187.500000 Penalty: 5391.376465
	Iteration 51Q: 3 clusters Score -6977188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6977198.500000 Penalty: 5391.376465
	Iteration 52Q: 3 clusters Score -6977198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6977216.000000 Penalty: 5391.376465
	Iteration 53Q: 3 clusters Score -6977216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -6977216.000000 Penalty: 5391.376465
	Iteration 54Q: 3 clusters Score -6977216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -6977228.000000 Penalty: 5391.376465
	Iteration 55Q: 3 clusters Score -6977228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6977245.000000 Penalty: 5391.376465
	Iteration 56Q: 3 clusters Score -6977245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6977255.000000 Penalty: 5391.376465
	Iteration 57Q: 3 clusters Score -6977255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6977257.500000 Penalty: 5391.376465
	Iteration 58Q: 3 clusters Score -6977258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6977267.500000 Penalty: 5391.376465
	Iteration 59Q: 3 clusters Score -6977268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6977264.500000 Penalty: 5391.376465
	Iteration 60F: 3 clusters Score -6977264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6977281.000000 Penalty: 5391.376465
	Iteration 61Q: 3 clusters Score -6977281 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6977278.000000 Penalty: 5391.376465
	Iteration 62Q: 3 clusters Score -6977278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6977282.000000 Penalty: 5391.376465
	Iteration 63Q: 3 clusters Score -6977282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50856 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6977293.500000 Penalty: 5391.376465
	Iteration 64Q: 3 clusters Score -6977294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -6977299.500000 Penalty: 5391.376465
	Iteration 65Q: 3 clusters Score -6977300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6977299.000000 Penalty: 5391.376465
	Iteration 66Q: 3 clusters Score -6977299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6977303.000000 Penalty: 5391.376465
	Iteration 67Q: 3 clusters Score -6977303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6977312.500000 Penalty: 5391.376465
	Iteration 68Q: 3 clusters Score -6977312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -6977302.000000 Penalty: 5391.376465
	Iteration 69Q: 3 clusters Score -6977302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -6977300.500000 Penalty: 5391.376465
	Iteration 70Q: 3 clusters Score -6977300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6977304.000000 Penalty: 5391.376465
	Iteration 71Q: 3 clusters Score -6977304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -6977313.000000 Penalty: 5391.376465
	Iteration 72Q: 3 clusters Score -6977313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6977312.500000 Penalty: 5391.376465
	Iteration 73Q: 3 clusters Score -6977312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6977313.500000 Penalty: 5391.376465
	Iteration 74Q: 3 clusters Score -6977314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6977313.000000 Penalty: 5391.376465
	Iteration 75Q: 3 clusters Score -6977313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50932 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6977306.500000 Penalty: 5391.376465
	Iteration 76Q: 3 clusters Score -6977306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -6977310.500000 Penalty: 5391.376465
	Iteration 77Q: 3 clusters Score -6977310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50934 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -6977309.500000 Penalty: 5391.376465
	Iteration 78Q: 3 clusters Score -6977310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6977304.000000 Penalty: 5391.376465
	Iteration 79Q: 3 clusters Score -6977304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6977313.000000 Penalty: 5391.376465
	Iteration 80F: 3 clusters Score -6977313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6977310.000000 Penalty: 5391.376465
	Iteration 81Q: 3 clusters Score -6977310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6977312.000000 Penalty: 5391.376465
	Iteration 82Q: 3 clusters Score -6977312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6977312.000000 Penalty: 5391.376465
	Iteration 83F: 3 clusters Score -6977312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Entering Unmasked Estep 
Score: -3425331.000000 Penalty: 2514.549072
	Iteration 0F: 2 clusters Score -3425331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -3407804.750000 Penalty: 5029.098145
	Iteration 0F: 3 clusters Score -3407805 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3414035.750000 Penalty: 5029.098145
	Iteration 1F: 3 clusters Score -3414036 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3414769.500000 Penalty: 5029.098145
	Iteration 2F: 3 clusters Score -3414770 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -3415598.000000 Penalty: 5029.098145
	Iteration 3F: 3 clusters Score -3415598 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -3416575.500000 Penalty: 5029.098145
	Iteration 4F: 3 clusters Score -3416576 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3417662.750000 Penalty: 5029.098145
	Iteration 5F: 3 clusters Score -3417663 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -3418765.250000 Penalty: 5029.098145
	Iteration 6F: 3 clusters Score -3418765 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3419840.750000 Penalty: 5029.098145
	Iteration 7F: 3 clusters Score -3419841 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -3421012.500000 Penalty: 5029.098145
	Iteration 8F: 3 clusters Score -3421012 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3422150.750000 Penalty: 5029.098145
	Iteration 9Q: 3 clusters Score -3422151 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -3423121.000000 Penalty: 5029.098145
	Iteration 10Q: 3 clusters Score -3423121 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3423939.750000 Penalty: 5029.098145
	Iteration 11Q: 3 clusters Score -3423940 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3424635.250000 Penalty: 5029.098145
	Iteration 12Q: 3 clusters Score -3424635 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -3425140.250000 Penalty: 5029.098145
	Iteration 13Q: 3 clusters Score -3425140 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -3425523.000000 Penalty: 5029.098145
	Iteration 14Q: 3 clusters Score -3425523 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3425734.750000 Penalty: 5029.098145
	Iteration 15Q: 3 clusters Score -3425735 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -3425821.500000 Penalty: 5029.098145
	Iteration 16Q: 3 clusters Score -3425822 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3425864.500000 Penalty: 5029.098145
	Iteration 17Q: 3 clusters Score -3425864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -3425885.250000 Penalty: 5029.098145
	Iteration 18Q: 3 clusters Score -3425885 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -3425895.250000 Penalty: 5029.098145
	Iteration 19Q: 3 clusters Score -3425895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -3425901.250000 Penalty: 5029.098145
	Iteration 20F: 3 clusters Score -3425901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3425897.750000 Penalty: 5029.098145
	Iteration 21Q: 3 clusters Score -3425898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18750 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3425898.000000 Penalty: 5029.098145
	Iteration 22Q: 3 clusters Score -3425898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -3425900.500000 Penalty: 5029.098145
	Iteration 23Q: 3 clusters Score -3425900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -3425894.750000 Penalty: 5029.098145
	Iteration 24Q: 3 clusters Score -3425895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -3425898.000000 Penalty: 5029.098145
	Iteration 25Q: 3 clusters Score -3425898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -3425899.750000 Penalty: 5029.098145
	Iteration 26Q: 3 clusters Score -3425900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -3425898.750000 Penalty: 5029.098145
	Iteration 27Q: 3 clusters Score -3425899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -3425895.000000 Penalty: 5029.098145
	Iteration 28Q: 3 clusters Score -3425895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3425900.250000 Penalty: 5029.098145
	Iteration 29Q: 3 clusters Score -3425900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -3425899.750000 Penalty: 5029.098145
	Iteration 30Q: 3 clusters Score -3425900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3425898.250000 Penalty: 5029.098145
	Iteration 31Q: 3 clusters Score -3425898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3425900.750000 Penalty: 5029.098145
	Iteration 32Q: 3 clusters Score -3425901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -3425900.750000 Penalty: 5029.098145
	Iteration 33F: 3 clusters Score -3425901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266060 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 3 contains 11657 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52560 members 
Mstep: Class 8 contains 18668 members 
Mstep: Class 9 contains 166513 members 
Mstep: Class 10 contains 126134 members 
Mstep: Class 11 contains 28626 members 
Mstep: Class 12 contains 44907 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8330 members 
Mstep: Class 30 contains 6651 members 
Entering Unmasked Estep 
Score: -122244784.000000 Penalty: 102059.687500
Splitting cluster 8 changes total score from -122245272.000000 to -122244784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (166513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166513 members 
Entering Unmasked Estep 
Score: -22791324.000000 Penalty: 2981.661621
	Iteration 0F: 2 clusters Score -2.279132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 83456 members 
Entering Unmasked Estep 
Score: -22683920.000000 Penalty: 5963.323242
	Iteration 0F: 3 clusters Score -2.268392e+07 nChanged 79859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79304 members 
Mstep: Class 2 contains 87209 members 
Entering Unmasked Estep 
Score: -22730948.000000 Penalty: 5963.323242
	Iteration 1F: 3 clusters Score -2.273095e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76779 members 
Mstep: Class 2 contains 89734 members 
Entering Unmasked Estep 
Score: -22732872.000000 Penalty: 5963.323242
	Iteration 2Q: 3 clusters Score -2.273287e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72814 members 
Mstep: Class 2 contains 93699 members 
Entering Unmasked Estep 
Score: -22736060.000000 Penalty: 5963.323242
	Iteration 3Q: 3 clusters Score -2.273606e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 99460 members 
Entering Unmasked Estep 
Score: -22740676.000000 Penalty: 5963.323242
	Iteration 4F: 3 clusters Score -2.274068e+07 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59292 members 
Mstep: Class 2 contains 107221 members 
Entering Unmasked Estep 
Score: -22747012.000000 Penalty: 5963.323242
	Iteration 5F: 3 clusters Score -2.274701e+07 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 116700 members 
Entering Unmasked Estep 
Score: -22754740.000000 Penalty: 5963.323242
	Iteration 6F: 3 clusters Score -2.275474e+07 nChanged 11535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 126947 members 
Entering Unmasked Estep 
Score: -22763658.000000 Penalty: 5963.323242
	Iteration 7F: 3 clusters Score -2.276366e+07 nChanged 10644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 136981 members 
Entering Unmasked Estep 
Score: -22772414.000000 Penalty: 5963.323242
	Iteration 8F: 3 clusters Score -2.277241e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 145104 members 
Entering Unmasked Estep 
Score: -22779766.000000 Penalty: 5963.323242
	Iteration 9F: 3 clusters Score -2.277977e+07 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 150217 members 
Entering Unmasked Estep 
Score: -22784650.000000 Penalty: 5963.323242
	Iteration 10Q: 3 clusters Score -2.278465e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 152983 members 
Entering Unmasked Estep 
Score: -22787026.000000 Penalty: 5963.323242
	Iteration 11Q: 3 clusters Score -2.278703e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 154640 members 
Entering Unmasked Estep 
Score: -22788160.000000 Penalty: 5963.323242
	Iteration 12Q: 3 clusters Score -2.278816e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 155752 members 
Entering Unmasked Estep 
Score: -22788732.000000 Penalty: 5963.323242
	Iteration 13Q: 3 clusters Score -2.278873e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 156645 members 
Entering Unmasked Estep 
Score: -22788954.000000 Penalty: 5963.323242
	Iteration 14Q: 3 clusters Score -2.278895e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 157385 members 
Entering Unmasked Estep 
Score: -22789096.000000 Penalty: 5963.323242
	Iteration 15Q: 3 clusters Score -2.27891e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 158034 members 
Entering Unmasked Estep 
Score: -22789212.000000 Penalty: 5963.323242
	Iteration 16Q: 3 clusters Score -2.278921e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 158598 members 
Entering Unmasked Estep 
Score: -22789432.000000 Penalty: 5963.323242
	Iteration 17Q: 3 clusters Score -2.278943e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 159131 members 
Entering Unmasked Estep 
Score: -22789568.000000 Penalty: 5963.323242
	Iteration 18Q: 3 clusters Score -2.278957e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 159570 members 
Entering Unmasked Estep 
Score: -22789626.000000 Penalty: 5963.323242
	Iteration 19Q: 3 clusters Score -2.278963e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 159944 members 
Entering Unmasked Estep 
Score: -22789686.000000 Penalty: 5963.323242
	Iteration 20F: 3 clusters Score -2.278969e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 160272 members 
Entering Unmasked Estep 
Score: -22789806.000000 Penalty: 5963.323242
	Iteration 21Q: 3 clusters Score -2.278981e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 160541 members 
Entering Unmasked Estep 
Score: -22789902.000000 Penalty: 5963.323242
	Iteration 22Q: 3 clusters Score -2.27899e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 160780 members 
Entering Unmasked Estep 
Score: -22789922.000000 Penalty: 5963.323242
	Iteration 23Q: 3 clusters Score -2.278992e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 160990 members 
Entering Unmasked Estep 
Score: -22789926.000000 Penalty: 5963.323242
	Iteration 24Q: 3 clusters Score -2.278993e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 161167 members 
Entering Unmasked Estep 
Score: -22789916.000000 Penalty: 5963.323242
	Iteration 25Q: 3 clusters Score -2.278992e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 161300 members 
Entering Unmasked Estep 
Score: -22789942.000000 Penalty: 5963.323242
	Iteration 26Q: 3 clusters Score -2.278994e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 161403 members 
Entering Unmasked Estep 
Score: -22789934.000000 Penalty: 5963.323242
	Iteration 27Q: 3 clusters Score -2.278993e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 161494 members 
Entering Unmasked Estep 
Score: -22789954.000000 Penalty: 5963.323242
	Iteration 28Q: 3 clusters Score -2.278995e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 161562 members 
Entering Unmasked Estep 
Score: -22789972.000000 Penalty: 5963.323242
	Iteration 29Q: 3 clusters Score -2.278997e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 161632 members 
Entering Unmasked Estep 
Score: -22790006.000000 Penalty: 5963.323242
	Iteration 30Q: 3 clusters Score -2.279001e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 161698 members 
Entering Unmasked Estep 
Score: -22790060.000000 Penalty: 5963.323242
	Iteration 31Q: 3 clusters Score -2.279006e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 161752 members 
Entering Unmasked Estep 
Score: -22790078.000000 Penalty: 5963.323242
	Iteration 32Q: 3 clusters Score -2.279008e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 161805 members 
Entering Unmasked Estep 
Score: -22790120.000000 Penalty: 5963.323242
	Iteration 33Q: 3 clusters Score -2.279012e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 161852 members 
Entering Unmasked Estep 
Score: -22790138.000000 Penalty: 5963.323242
	Iteration 34Q: 3 clusters Score -2.279014e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 161881 members 
Entering Unmasked Estep 
Score: -22790128.000000 Penalty: 5963.323242
	Iteration 35Q: 3 clusters Score -2.279013e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 161914 members 
Entering Unmasked Estep 
Score: -22790132.000000 Penalty: 5963.323242
	Iteration 36Q: 3 clusters Score -2.279013e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 161944 members 
Entering Unmasked Estep 
Score: -22790134.000000 Penalty: 5963.323242
	Iteration 37Q: 3 clusters Score -2.279013e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 161968 members 
Entering Unmasked Estep 
Score: -22790142.000000 Penalty: 5963.323242
	Iteration 38Q: 3 clusters Score -2.279014e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 161995 members 
Entering Unmasked Estep 
Score: -22790114.000000 Penalty: 5963.323242
	Iteration 39Q: 3 clusters Score -2.279011e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 162031 members 
Entering Unmasked Estep 
Score: -22790114.000000 Penalty: 5963.323242
	Iteration 40F: 3 clusters Score -2.279011e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 162054 members 
Entering Unmasked Estep 
Score: -22790094.000000 Penalty: 5963.323242
	Iteration 41Q: 3 clusters Score -2.279009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 162062 members 
Entering Unmasked Estep 
Score: -22790106.000000 Penalty: 5963.323242
	Iteration 42Q: 3 clusters Score -2.279011e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 162076 members 
Entering Unmasked Estep 
Score: -22790152.000000 Penalty: 5963.323242
	Iteration 43Q: 3 clusters Score -2.279015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 162087 members 
Entering Unmasked Estep 
Score: -22790144.000000 Penalty: 5963.323242
	Iteration 44Q: 3 clusters Score -2.279014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 162102 members 
Entering Unmasked Estep 
Score: -22790158.000000 Penalty: 5963.323242
	Iteration 45Q: 3 clusters Score -2.279016e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 162111 members 
Entering Unmasked Estep 
Score: -22790166.000000 Penalty: 5963.323242
	Iteration 46Q: 3 clusters Score -2.279017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 162118 members 
Entering Unmasked Estep 
Score: -22790152.000000 Penalty: 5963.323242
	Iteration 47Q: 3 clusters Score -2.279015e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 162128 members 
Entering Unmasked Estep 
Score: -22790158.000000 Penalty: 5963.323242
	Iteration 48Q: 3 clusters Score -2.279016e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 162142 members 
Entering Unmasked Estep 
Score: -22790174.000000 Penalty: 5963.323242
	Iteration 49Q: 3 clusters Score -2.279017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 162149 members 
Entering Unmasked Estep 
Score: -22790170.000000 Penalty: 5963.323242
	Iteration 50Q: 3 clusters Score -2.279017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 162157 members 
Entering Unmasked Estep 
Score: -22790160.000000 Penalty: 5963.323242
	Iteration 51Q: 3 clusters Score -2.279016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 162163 members 
Entering Unmasked Estep 
Score: -22790156.000000 Penalty: 5963.323242
	Iteration 52Q: 3 clusters Score -2.279016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 162171 members 
Entering Unmasked Estep 
Score: -22790180.000000 Penalty: 5963.323242
	Iteration 53Q: 3 clusters Score -2.279018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 162177 members 
Entering Unmasked Estep 
Score: -22790188.000000 Penalty: 5963.323242
	Iteration 54Q: 3 clusters Score -2.279019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 162181 members 
Entering Unmasked Estep 
Score: -22790184.000000 Penalty: 5963.323242
	Iteration 55Q: 3 clusters Score -2.279018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 162182 members 
Entering Unmasked Estep 
Score: -22790184.000000 Penalty: 5963.323242
	Iteration 56Q: 3 clusters Score -2.279018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 162183 members 
Entering Unmasked Estep 
Score: -22790186.000000 Penalty: 5963.323242
	Iteration 57Q: 3 clusters Score -2.279019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 162184 members 
Entering Unmasked Estep 
Score: -22790170.000000 Penalty: 5963.323242
	Iteration 58Q: 3 clusters Score -2.279017e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 162187 members 
Entering Unmasked Estep 
Score: -22790176.000000 Penalty: 5963.323242
	Iteration 59Q: 3 clusters Score -2.279018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 162188 members 
Entering Unmasked Estep 
Score: -22790162.000000 Penalty: 5963.323242
	Iteration 60F: 3 clusters Score -2.279016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 162190 members 
Entering Unmasked Estep 
Score: -22790172.000000 Penalty: 5963.323242
	Iteration 61Q: 3 clusters Score -2.279017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 162193 members 
Entering Unmasked Estep 
Score: -22790154.000000 Penalty: 5963.323242
	Iteration 62Q: 3 clusters Score -2.279015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 162196 members 
Entering Unmasked Estep 
Score: -22790166.000000 Penalty: 5963.323242
	Iteration 63Q: 3 clusters Score -2.279017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 162198 members 
Entering Unmasked Estep 
Score: -22790184.000000 Penalty: 5963.323242
	Iteration 64Q: 3 clusters Score -2.279018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 162199 members 
Entering Unmasked Estep 
Score: -22790162.000000 Penalty: 5963.323242
	Iteration 65Q: 3 clusters Score -2.279016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 162201 members 
Entering Unmasked Estep 
Score: -22790156.000000 Penalty: 5963.323242
	Iteration 66Q: 3 clusters Score -2.279016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 162200 members 
Entering Unmasked Estep 
Score: -22790164.000000 Penalty: 5963.323242
	Iteration 67Q: 3 clusters Score -2.279016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 162198 members 
Entering Unmasked Estep 
Score: -22790174.000000 Penalty: 5963.323242
	Iteration 68Q: 3 clusters Score -2.279017e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 162197 members 
Entering Unmasked Estep 
Score: -22790172.000000 Penalty: 5963.323242
	Iteration 69Q: 3 clusters Score -2.279017e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 162201 members 
Entering Unmasked Estep 
Score: -22790164.000000 Penalty: 5963.323242
	Iteration 70Q: 3 clusters Score -2.279016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 162204 members 
Entering Unmasked Estep 
Score: -22790190.000000 Penalty: 5963.323242
	Iteration 71Q: 3 clusters Score -2.279019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 162207 members 
Entering Unmasked Estep 
Score: -22790186.000000 Penalty: 5963.323242
	Iteration 72Q: 3 clusters Score -2.279019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 162213 members 
Entering Unmasked Estep 
Score: -22790176.000000 Penalty: 5963.323242
	Iteration 73Q: 3 clusters Score -2.279018e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 162217 members 
Entering Unmasked Estep 
Score: -22790200.000000 Penalty: 5963.323242
	Iteration 74Q: 3 clusters Score -2.27902e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 162220 members 
Entering Unmasked Estep 
Score: -22790192.000000 Penalty: 5963.323242
	Iteration 75Q: 3 clusters Score -2.279019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 162224 members 
Entering Unmasked Estep 
Score: -22790198.000000 Penalty: 5963.323242
	Iteration 76Q: 3 clusters Score -2.27902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 162228 members 
Entering Unmasked Estep 
Score: -22790196.000000 Penalty: 5963.323242
	Iteration 77Q: 3 clusters Score -2.27902e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 162231 members 
Entering Unmasked Estep 
Score: -22790170.000000 Penalty: 5963.323242
	Iteration 78Q: 3 clusters Score -2.279017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 162231 members 
Entering Unmasked Estep 
Score: -22790166.000000 Penalty: 5963.323242
	Iteration 79Q: 3 clusters Score -2.279017e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 162232 members 
Entering Unmasked Estep 
Score: -22790188.000000 Penalty: 5963.323242
	Iteration 80F: 3 clusters Score -2.279019e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (126134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126134 members 
Entering Unmasked Estep 
Score: -17422312.000000 Penalty: 2912.784912
	Iteration 0F: 2 clusters Score -1.742231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62868 members 
Mstep: Class 2 contains 63266 members 
Entering Unmasked Estep 
Score: -17337958.000000 Penalty: 5825.569824
	Iteration 0F: 3 clusters Score -1.733796e+07 nChanged 59865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 66033 members 
Entering Unmasked Estep 
Score: -17372478.000000 Penalty: 5825.569824
	Iteration 1F: 3 clusters Score -1.737248e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58469 members 
Mstep: Class 2 contains 67665 members 
Entering Unmasked Estep 
Score: -17373556.000000 Penalty: 5825.569824
	Iteration 2Q: 3 clusters Score -1.737356e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 70208 members 
Entering Unmasked Estep 
Score: -17374822.000000 Penalty: 5825.569824
	Iteration 3Q: 3 clusters Score -1.737482e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 73991 members 
Entering Unmasked Estep 
Score: -17376778.000000 Penalty: 5825.569824
	Iteration 4Q: 3 clusters Score -1.737678e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 79527 members 
Entering Unmasked Estep 
Score: -17380056.000000 Penalty: 5825.569824
	Iteration 5F: 3 clusters Score -1.738006e+07 nChanged 7992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -17385214.000000 Penalty: 5825.569824
	Iteration 6F: 3 clusters Score -1.738521e+07 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 96443 members 
Entering Unmasked Estep 
Score: -17393134.000000 Penalty: 5825.569824
	Iteration 7F: 3 clusters Score -1.739313e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 106358 members 
Entering Unmasked Estep 
Score: -17402296.000000 Penalty: 5825.569824
	Iteration 8F: 3 clusters Score -1.74023e+07 nChanged 8264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 114566 members 
Entering Unmasked Estep 
Score: -17410292.000000 Penalty: 5825.569824
	Iteration 9F: 3 clusters Score -1.741029e+07 nChanged 5463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 119991 members 
Entering Unmasked Estep 
Score: -17415390.000000 Penalty: 5825.569824
	Iteration 10Q: 3 clusters Score -1.741539e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 122860 members 
Entering Unmasked Estep 
Score: -17417708.000000 Penalty: 5825.569824
	Iteration 11Q: 3 clusters Score -1.741771e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 124190 members 
Entering Unmasked Estep 
Score: -17418746.000000 Penalty: 5825.569824
	Iteration 12Q: 3 clusters Score -1.741875e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 124816 members 
Entering Unmasked Estep 
Score: -17419206.000000 Penalty: 5825.569824
	Iteration 13Q: 3 clusters Score -1.741921e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 125146 members 
Entering Unmasked Estep 
Score: -17419434.000000 Penalty: 5825.569824
	Iteration 14Q: 3 clusters Score -1.741943e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 125321 members 
Entering Unmasked Estep 
Score: -17419580.000000 Penalty: 5825.569824
	Iteration 15Q: 3 clusters Score -1.741958e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 125394 members 
Entering Unmasked Estep 
Score: -17419598.000000 Penalty: 5825.569824
	Iteration 16Q: 3 clusters Score -1.74196e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 125437 members 
Entering Unmasked Estep 
Score: -17419658.000000 Penalty: 5825.569824
	Iteration 17Q: 3 clusters Score -1.741966e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 125476 members 
Entering Unmasked Estep 
Score: -17419692.000000 Penalty: 5825.569824
	Iteration 18Q: 3 clusters Score -1.741969e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 125497 members 
Entering Unmasked Estep 
Score: -17419732.000000 Penalty: 5825.569824
	Iteration 19Q: 3 clusters Score -1.741973e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 125515 members 
Entering Unmasked Estep 
Score: -17419732.000000 Penalty: 5825.569824
	Iteration 20F: 3 clusters Score -1.741973e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 125527 members 
Entering Unmasked Estep 
Score: -17419764.000000 Penalty: 5825.569824
	Iteration 21Q: 3 clusters Score -1.741976e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 125538 members 
Entering Unmasked Estep 
Score: -17419770.000000 Penalty: 5825.569824
	Iteration 22Q: 3 clusters Score -1.741977e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 125538 members 
Entering Unmasked Estep 
Score: -17419772.000000 Penalty: 5825.569824
	Iteration 23Q: 3 clusters Score -1.741977e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 125544 members 
Entering Unmasked Estep 
Score: -17419782.000000 Penalty: 5825.569824
	Iteration 24Q: 3 clusters Score -1.741978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 125549 members 
Entering Unmasked Estep 
Score: -17419790.000000 Penalty: 5825.569824
	Iteration 25Q: 3 clusters Score -1.741979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 125548 members 
Entering Unmasked Estep 
Score: -17419798.000000 Penalty: 5825.569824
	Iteration 26Q: 3 clusters Score -1.74198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 125555 members 
Entering Unmasked Estep 
Score: -17419802.000000 Penalty: 5825.569824
	Iteration 27Q: 3 clusters Score -1.74198e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 125567 members 
Entering Unmasked Estep 
Score: -17419816.000000 Penalty: 5825.569824
	Iteration 28Q: 3 clusters Score -1.741982e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 125575 members 
Entering Unmasked Estep 
Score: -17419814.000000 Penalty: 5825.569824
	Iteration 29Q: 3 clusters Score -1.741981e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 125584 members 
Entering Unmasked Estep 
Score: -17419824.000000 Penalty: 5825.569824
	Iteration 30Q: 3 clusters Score -1.741982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 125589 members 
Entering Unmasked Estep 
Score: -17419818.000000 Penalty: 5825.569824
	Iteration 31Q: 3 clusters Score -1.741982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 125592 members 
Entering Unmasked Estep 
Score: -17419840.000000 Penalty: 5825.569824
	Iteration 32Q: 3 clusters Score -1.741984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 125594 members 
Entering Unmasked Estep 
Score: -17419836.000000 Penalty: 5825.569824
	Iteration 33Q: 3 clusters Score -1.741984e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 125597 members 
Entering Unmasked Estep 
Score: -17419848.000000 Penalty: 5825.569824
	Iteration 34Q: 3 clusters Score -1.741985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 125603 members 
Entering Unmasked Estep 
Score: -17419846.000000 Penalty: 5825.569824
	Iteration 35Q: 3 clusters Score -1.741985e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 125607 members 
Entering Unmasked Estep 
Score: -17419844.000000 Penalty: 5825.569824
	Iteration 36Q: 3 clusters Score -1.741984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 125609 members 
Entering Unmasked Estep 
Score: -17419850.000000 Penalty: 5825.569824
	Iteration 37Q: 3 clusters Score -1.741985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 125611 members 
Entering Unmasked Estep 
Score: -17419852.000000 Penalty: 5825.569824
	Iteration 38Q: 3 clusters Score -1.741985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 125616 members 
Entering Unmasked Estep 
Score: -17419858.000000 Penalty: 5825.569824
	Iteration 39Q: 3 clusters Score -1.741986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 125617 members 
Entering Unmasked Estep 
Score: -17419858.000000 Penalty: 5825.569824
	Iteration 40F: 3 clusters Score -1.741986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 125616 members 
Entering Unmasked Estep 
Score: -17419854.000000 Penalty: 5825.569824
	Iteration 41Q: 3 clusters Score -1.741985e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 125618 members 
Entering Unmasked Estep 
Score: -17419832.000000 Penalty: 5825.569824
	Iteration 42Q: 3 clusters Score -1.741983e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 125619 members 
Entering Unmasked Estep 
Score: -17419850.000000 Penalty: 5825.569824
	Iteration 43Q: 3 clusters Score -1.741985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 125621 members 
Entering Unmasked Estep 
Score: -17419856.000000 Penalty: 5825.569824
	Iteration 44Q: 3 clusters Score -1.741986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 125622 members 
Entering Unmasked Estep 
Score: -17419856.000000 Penalty: 5825.569824
	Iteration 45Q: 3 clusters Score -1.741986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 125623 members 
Entering Unmasked Estep 
Score: -17419870.000000 Penalty: 5825.569824
	Iteration 46Q: 3 clusters Score -1.741987e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 125625 members 
Entering Unmasked Estep 
Score: -17419868.000000 Penalty: 5825.569824
	Iteration 47Q: 3 clusters Score -1.741987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 125625 members 
Entering Unmasked Estep 
Score: -17419856.000000 Penalty: 5825.569824
	Iteration 48Q: 3 clusters Score -1.741986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 125625 members 
Entering Unmasked Estep 
Score: -17419856.000000 Penalty: 5825.569824
	Iteration 49F: 3 clusters Score -1.741986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Entering Unmasked Estep 
Score: -3584215.000000 Penalty: 2544.993408
	Iteration 0F: 2 clusters Score -3584215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3564630.500000 Penalty: 5089.986816
	Iteration 0F: 3 clusters Score -3564630 nChanged 12890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -3573155.750000 Penalty: 5089.986816
	Iteration 1F: 3 clusters Score -3573156 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -3575030.500000 Penalty: 5089.986816
	Iteration 2F: 3 clusters Score -3575030 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -3576952.500000 Penalty: 5089.986816
	Iteration 3F: 3 clusters Score -3576952 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3578386.500000 Penalty: 5089.986816
	Iteration 4F: 3 clusters Score -3578386 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -3579255.000000 Penalty: 5089.986816
	Iteration 5F: 3 clusters Score -3579255 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3579794.750000 Penalty: 5089.986816
	Iteration 6Q: 3 clusters Score -3579795 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -3580162.750000 Penalty: 5089.986816
	Iteration 7Q: 3 clusters Score -3580163 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -3580377.250000 Penalty: 5089.986816
	Iteration 8Q: 3 clusters Score -3580377 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -3580538.750000 Penalty: 5089.986816
	Iteration 9Q: 3 clusters Score -3580539 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -3580662.750000 Penalty: 5089.986816
	Iteration 10Q: 3 clusters Score -3580663 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3580774.750000 Penalty: 5089.986816
	Iteration 11Q: 3 clusters Score -3580775 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3580871.500000 Penalty: 5089.986816
	Iteration 12Q: 3 clusters Score -3580872 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -3581007.250000 Penalty: 5089.986816
	Iteration 13Q: 3 clusters Score -3581007 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3581112.500000 Penalty: 5089.986816
	Iteration 14Q: 3 clusters Score -3581112 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -3581235.250000 Penalty: 5089.986816
	Iteration 15Q: 3 clusters Score -3581235 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -3581352.750000 Penalty: 5089.986816
	Iteration 16Q: 3 clusters Score -3581353 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3581461.500000 Penalty: 5089.986816
	Iteration 17Q: 3 clusters Score -3581462 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3581591.750000 Penalty: 5089.986816
	Iteration 18Q: 3 clusters Score -3581592 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -3581667.750000 Penalty: 5089.986816
	Iteration 19Q: 3 clusters Score -3581668 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -3581745.500000 Penalty: 5089.986816
	Iteration 20F: 3 clusters Score -3581746 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3581824.250000 Penalty: 5089.986816
	Iteration 21Q: 3 clusters Score -3581824 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3581891.000000 Penalty: 5089.986816
	Iteration 22Q: 3 clusters Score -3581891 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -3581978.250000 Penalty: 5089.986816
	Iteration 23Q: 3 clusters Score -3581978 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -3582082.500000 Penalty: 5089.986816
	Iteration 24Q: 3 clusters Score -3582082 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -3582173.250000 Penalty: 5089.986816
	Iteration 25Q: 3 clusters Score -3582173 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3582255.250000 Penalty: 5089.986816
	Iteration 26Q: 3 clusters Score -3582255 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3582334.000000 Penalty: 5089.986816
	Iteration 27Q: 3 clusters Score -3582334 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3582408.500000 Penalty: 5089.986816
	Iteration 28Q: 3 clusters Score -3582408 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -3582476.750000 Penalty: 5089.986816
	Iteration 29Q: 3 clusters Score -3582477 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -3582520.250000 Penalty: 5089.986816
	Iteration 30Q: 3 clusters Score -3582520 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -3582578.000000 Penalty: 5089.986816
	Iteration 31Q: 3 clusters Score -3582578 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -3582622.500000 Penalty: 5089.986816
	Iteration 32Q: 3 clusters Score -3582622 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -3582669.000000 Penalty: 5089.986816
	Iteration 33Q: 3 clusters Score -3582669 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3582714.000000 Penalty: 5089.986816
	Iteration 34Q: 3 clusters Score -3582714 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -3582754.500000 Penalty: 5089.986816
	Iteration 35Q: 3 clusters Score -3582754 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -3582775.250000 Penalty: 5089.986816
	Iteration 36Q: 3 clusters Score -3582775 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3582790.500000 Penalty: 5089.986816
	Iteration 37Q: 3 clusters Score -3582790 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -3582814.750000 Penalty: 5089.986816
	Iteration 38Q: 3 clusters Score -3582815 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3582846.250000 Penalty: 5089.986816
	Iteration 39Q: 3 clusters Score -3582846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3582872.000000 Penalty: 5089.986816
	Iteration 40F: 3 clusters Score -3582872 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -3582903.000000 Penalty: 5089.986816
	Iteration 41Q: 3 clusters Score -3582903 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -3582913.250000 Penalty: 5089.986816
	Iteration 42Q: 3 clusters Score -3582913 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -3582929.750000 Penalty: 5089.986816
	Iteration 43Q: 3 clusters Score -3582930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3582943.750000 Penalty: 5089.986816
	Iteration 44Q: 3 clusters Score -3582944 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -3582960.250000 Penalty: 5089.986816
	Iteration 45Q: 3 clusters Score -3582960 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -3582981.750000 Penalty: 5089.986816
	Iteration 46Q: 3 clusters Score -3582982 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3582991.500000 Penalty: 5089.986816
	Iteration 47Q: 3 clusters Score -3582992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3582998.750000 Penalty: 5089.986816
	Iteration 48Q: 3 clusters Score -3582999 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -3583014.750000 Penalty: 5089.986816
	Iteration 49Q: 3 clusters Score -3583015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -3583021.000000 Penalty: 5089.986816
	Iteration 50Q: 3 clusters Score -3583021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3583012.500000 Penalty: 5089.986816
	Iteration 51Q: 3 clusters Score -3583012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3583022.250000 Penalty: 5089.986816
	Iteration 52Q: 3 clusters Score -3583022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -3583018.250000 Penalty: 5089.986816
	Iteration 53Q: 3 clusters Score -3583018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -3583030.750000 Penalty: 5089.986816
	Iteration 54Q: 3 clusters Score -3583031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 26109 members 
Entering Unmasked Estep 
Score: -3583029.750000 Penalty: 5089.986816
	Iteration 55Q: 3 clusters Score -3583030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 26133 members 
Entering Unmasked Estep 
Score: -3583039.500000 Penalty: 5089.986816
	Iteration 56Q: 3 clusters Score -3583040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3583038.250000 Penalty: 5089.986816
	Iteration 57Q: 3 clusters Score -3583038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3583045.500000 Penalty: 5089.986816
	Iteration 58Q: 3 clusters Score -3583046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -3583055.250000 Penalty: 5089.986816
	Iteration 59Q: 3 clusters Score -3583055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3583052.750000 Penalty: 5089.986816
	Iteration 60F: 3 clusters Score -3583053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -3583054.750000 Penalty: 5089.986816
	Iteration 61Q: 3 clusters Score -3583055 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3583066.000000 Penalty: 5089.986816
	Iteration 62Q: 3 clusters Score -3583066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -3583062.500000 Penalty: 5089.986816
	Iteration 63Q: 3 clusters Score -3583062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -3583066.750000 Penalty: 5089.986816
	Iteration 64Q: 3 clusters Score -3583067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3583067.000000 Penalty: 5089.986816
	Iteration 65Q: 3 clusters Score -3583067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3583067.250000 Penalty: 5089.986816
	Iteration 66Q: 3 clusters Score -3583067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3583068.000000 Penalty: 5089.986816
	Iteration 67Q: 3 clusters Score -3583068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -3583073.250000 Penalty: 5089.986816
	Iteration 68Q: 3 clusters Score -3583073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -3583077.000000 Penalty: 5089.986816
	Iteration 69Q: 3 clusters Score -3583077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3583073.500000 Penalty: 5089.986816
	Iteration 70Q: 3 clusters Score -3583074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -3583069.000000 Penalty: 5089.986816
	Iteration 71Q: 3 clusters Score -3583069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -3583069.000000 Penalty: 5089.986816
	Iteration 72Q: 3 clusters Score -3583069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -3583079.250000 Penalty: 5089.986816
	Iteration 73Q: 3 clusters Score -3583079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -3583076.500000 Penalty: 5089.986816
	Iteration 74Q: 3 clusters Score -3583076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -3583077.000000 Penalty: 5089.986816
	Iteration 75Q: 3 clusters Score -3583077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -3583081.500000 Penalty: 5089.986816
	Iteration 76Q: 3 clusters Score -3583082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3583084.750000 Penalty: 5089.986816
	Iteration 77Q: 3 clusters Score -3583085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3583092.000000 Penalty: 5089.986816
	Iteration 78Q: 3 clusters Score -3583092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -3583096.500000 Penalty: 5089.986816
	Iteration 79Q: 3 clusters Score -3583096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -3583103.750000 Penalty: 5089.986816
	Iteration 80F: 3 clusters Score -3583104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -3583113.250000 Penalty: 5089.986816
	Iteration 81Q: 3 clusters Score -3583113 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -3583123.000000 Penalty: 5089.986816
	Iteration 82Q: 3 clusters Score -3583123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -3583119.500000 Penalty: 5089.986816
	Iteration 83Q: 3 clusters Score -3583120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 26661 members 
Entering Unmasked Estep 
Score: -3583123.000000 Penalty: 5089.986816
	Iteration 84Q: 3 clusters Score -3583123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -3583130.750000 Penalty: 5089.986816
	Iteration 85Q: 3 clusters Score -3583131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 26689 members 
Entering Unmasked Estep 
Score: -3583130.750000 Penalty: 5089.986816
	Iteration 86Q: 3 clusters Score -3583131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -3583132.500000 Penalty: 5089.986816
	Iteration 87Q: 3 clusters Score -3583132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3583136.750000 Penalty: 5089.986816
	Iteration 88Q: 3 clusters Score -3583137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -3583145.000000 Penalty: 5089.986816
	Iteration 89Q: 3 clusters Score -3583145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -3583148.500000 Penalty: 5089.986816
	Iteration 90Q: 3 clusters Score -3583148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -3583149.250000 Penalty: 5089.986816
	Iteration 91Q: 3 clusters Score -3583149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -3583155.750000 Penalty: 5089.986816
	Iteration 92Q: 3 clusters Score -3583156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3583156.500000 Penalty: 5089.986816
	Iteration 93Q: 3 clusters Score -3583156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -3583154.500000 Penalty: 5089.986816
	Iteration 94Q: 3 clusters Score -3583154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -3583154.250000 Penalty: 5089.986816
	Iteration 95Q: 3 clusters Score -3583154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 26785 members 
Entering Unmasked Estep 
Score: -3583155.000000 Penalty: 5089.986816
	Iteration 96Q: 3 clusters Score -3583155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -3583154.250000 Penalty: 5089.986816
	Iteration 97Q: 3 clusters Score -3583154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -3583155.500000 Penalty: 5089.986816
	Iteration 98Q: 3 clusters Score -3583156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3583158.000000 Penalty: 5089.986816
	Iteration 99Q: 3 clusters Score -3583158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -3583158.000000 Penalty: 5089.986816
	Iteration 100F: 3 clusters Score -3583158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Entering Unmasked Estep 
Score: -6217008.500000 Penalty: 2656.662598
	Iteration 0F: 2 clusters Score -6217008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -6186585.000000 Penalty: 5313.325195
	Iteration 0F: 3 clusters Score -6186585 nChanged 20699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -6197832.500000 Penalty: 5313.325195
	Iteration 1F: 3 clusters Score -6197832 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -6198284.500000 Penalty: 5313.325195
	Iteration 2Q: 3 clusters Score -6198284 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -6198773.000000 Penalty: 5313.325195
	Iteration 3Q: 3 clusters Score -6198773 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -6199549.000000 Penalty: 5313.325195
	Iteration 4Q: 3 clusters Score -6199549 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -6200856.500000 Penalty: 5313.325195
	Iteration 5F: 3 clusters Score -6200856 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -6202876.500000 Penalty: 5313.325195
	Iteration 6F: 3 clusters Score -6202876 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 34280 members 
Entering Unmasked Estep 
Score: -6205720.000000 Penalty: 5313.325195
	Iteration 7F: 3 clusters Score -6205720 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -6208646.000000 Penalty: 5313.325195
	Iteration 8F: 3 clusters Score -6208646 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -6210778.000000 Penalty: 5313.325195
	Iteration 9F: 3 clusters Score -6210778 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -6212291.000000 Penalty: 5313.325195
	Iteration 10Q: 3 clusters Score -6212291 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -6213205.000000 Penalty: 5313.325195
	Iteration 11Q: 3 clusters Score -6213205 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -6213798.500000 Penalty: 5313.325195
	Iteration 12Q: 3 clusters Score -6213798 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -6214128.500000 Penalty: 5313.325195
	Iteration 13Q: 3 clusters Score -6214128 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -6214296.000000 Penalty: 5313.325195
	Iteration 14Q: 3 clusters Score -6214296 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -6214423.000000 Penalty: 5313.325195
	Iteration 15Q: 3 clusters Score -6214423 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -6214502.000000 Penalty: 5313.325195
	Iteration 16Q: 3 clusters Score -6214502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -6214541.500000 Penalty: 5313.325195
	Iteration 17Q: 3 clusters Score -6214542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -6214570.500000 Penalty: 5313.325195
	Iteration 18Q: 3 clusters Score -6214570 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -6214598.500000 Penalty: 5313.325195
	Iteration 19Q: 3 clusters Score -6214598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -6214615.000000 Penalty: 5313.325195
	Iteration 20F: 3 clusters Score -6214615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -6214635.000000 Penalty: 5313.325195
	Iteration 21Q: 3 clusters Score -6214635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -6214643.000000 Penalty: 5313.325195
	Iteration 22Q: 3 clusters Score -6214643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -6214654.000000 Penalty: 5313.325195
	Iteration 23Q: 3 clusters Score -6214654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 44516 members 
Entering Unmasked Estep 
Score: -6214654.000000 Penalty: 5313.325195
	Iteration 24Q: 3 clusters Score -6214654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -6214659.500000 Penalty: 5313.325195
	Iteration 25Q: 3 clusters Score -6214660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -6214659.000000 Penalty: 5313.325195
	Iteration 26Q: 3 clusters Score -6214659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -6214659.000000 Penalty: 5313.325195
	Iteration 27Q: 3 clusters Score -6214659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -6214666.000000 Penalty: 5313.325195
	Iteration 28Q: 3 clusters Score -6214666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -6214663.500000 Penalty: 5313.325195
	Iteration 29Q: 3 clusters Score -6214664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -6214668.000000 Penalty: 5313.325195
	Iteration 30Q: 3 clusters Score -6214668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -6214670.000000 Penalty: 5313.325195
	Iteration 31Q: 3 clusters Score -6214670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -6214673.000000 Penalty: 5313.325195
	Iteration 32Q: 3 clusters Score -6214673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -6214680.500000 Penalty: 5313.325195
	Iteration 33Q: 3 clusters Score -6214680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -6214680.000000 Penalty: 5313.325195
	Iteration 34Q: 3 clusters Score -6214680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -6214679.000000 Penalty: 5313.325195
	Iteration 35Q: 3 clusters Score -6214679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -6214679.000000 Penalty: 5313.325195
	Iteration 36F: 3 clusters Score -6214679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Entering Unmasked Estep 
Score: -1115872.375000 Penalty: 2232.272705
	Iteration 0F: 2 clusters Score -1115872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1109321.625000 Penalty: 4464.545410
	Iteration 0F: 3 clusters Score -1109322 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1111148.875000 Penalty: 4464.545410
	Iteration 1F: 3 clusters Score -1111149 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1111544.500000 Penalty: 4464.545410
	Iteration 2F: 3 clusters Score -1111544 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1111839.125000 Penalty: 4464.545410
	Iteration 3F: 3 clusters Score -1111839 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1112090.625000 Penalty: 4464.545410
	Iteration 4F: 3 clusters Score -1112091 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1112311.500000 Penalty: 4464.545410
	Iteration 5Q: 3 clusters Score -1112312 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1112517.750000 Penalty: 4464.545410
	Iteration 6Q: 3 clusters Score -1112518 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1112717.125000 Penalty: 4464.545410
	Iteration 7Q: 3 clusters Score -1112717 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1112897.625000 Penalty: 4464.545410
	Iteration 8Q: 3 clusters Score -1112898 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1113053.500000 Penalty: 4464.545410
	Iteration 9Q: 3 clusters Score -1113054 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1113198.875000 Penalty: 4464.545410
	Iteration 10Q: 3 clusters Score -1113199 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1113343.000000 Penalty: 4464.545410
	Iteration 11Q: 3 clusters Score -1113343 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1113468.000000 Penalty: 4464.545410
	Iteration 12Q: 3 clusters Score -1113468 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1113580.250000 Penalty: 4464.545410
	Iteration 13Q: 3 clusters Score -1113580 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1113682.750000 Penalty: 4464.545410
	Iteration 14Q: 3 clusters Score -1113683 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1113772.625000 Penalty: 4464.545410
	Iteration 15Q: 3 clusters Score -1113773 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1113858.000000 Penalty: 4464.545410
	Iteration 16Q: 3 clusters Score -1113858 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1113989.250000 Penalty: 4464.545410
	Iteration 17Q: 3 clusters Score -1113989 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1114069.625000 Penalty: 4464.545410
	Iteration 18Q: 3 clusters Score -1114070 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1114109.250000 Penalty: 4464.545410
	Iteration 19Q: 3 clusters Score -1114109 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1114123.750000 Penalty: 4464.545410
	Iteration 20F: 3 clusters Score -1114124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1114131.125000 Penalty: 4464.545410
	Iteration 21Q: 3 clusters Score -1114131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1114134.875000 Penalty: 4464.545410
	Iteration 22Q: 3 clusters Score -1114135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1114142.625000 Penalty: 4464.545410
	Iteration 23Q: 3 clusters Score -1114143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1114147.625000 Penalty: 4464.545410
	Iteration 24Q: 3 clusters Score -1114148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1114148.500000 Penalty: 4464.545410
	Iteration 25Q: 3 clusters Score -1114148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1114149.500000 Penalty: 4464.545410
	Iteration 26Q: 3 clusters Score -1114150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1114149.750000 Penalty: 4464.545410
	Iteration 27Q: 3 clusters Score -1114150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1114150.875000 Penalty: 4464.545410
	Iteration 28Q: 3 clusters Score -1114151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1114150.000000 Penalty: 4464.545410
	Iteration 29Q: 3 clusters Score -1114150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1114152.875000 Penalty: 4464.545410
	Iteration 30Q: 3 clusters Score -1114153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1114152.750000 Penalty: 4464.545410
	Iteration 31Q: 3 clusters Score -1114153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1114153.000000 Penalty: 4464.545410
	Iteration 32Q: 3 clusters Score -1114153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1114153.000000 Penalty: 4464.545410
	Iteration 33F: 3 clusters Score -1114153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -53698.347656 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -53698.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -52272.386719 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -52272.39 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -52480.414062 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -52480.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -52582.703125 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -52582.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -52657.675781 Penalty: 3012.230225
	Iteration 3Q: 3 clusters Score -52657.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52729.097656 Penalty: 3012.230225
	Iteration 4Q: 3 clusters Score -52729.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52797.179688 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -52797.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -52863.710938 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -52863.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -52913.753906 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -52913.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -52964.625000 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -52964.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -52992.519531 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -52992.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -53012.402344 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -53012.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -53054.367188 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -53054.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -53072.785156 Penalty: 3012.230225
	Iteration 12Q: 3 clusters Score -53072.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -53074.062500 Penalty: 3012.230225
	Iteration 13F: 3 clusters Score -53074.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -53084.031250 Penalty: 3012.230225
	Iteration 14Q: 3 clusters Score -53084.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -53108.730469 Penalty: 3012.230225
	Iteration 15Q: 3 clusters Score -53108.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -53159.804688 Penalty: 3012.230225
	Iteration 16Q: 3 clusters Score -53159.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -53190.402344 Penalty: 3012.230225
	Iteration 17Q: 3 clusters Score -53190.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53209.382812 Penalty: 3012.230225
	Iteration 18Q: 3 clusters Score -53209.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -53233.234375 Penalty: 3012.230225
	Iteration 19Q: 3 clusters Score -53233.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53274.062500 Penalty: 3012.230225
	Iteration 20F: 3 clusters Score -53274.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -53391.242188 Penalty: 3012.230225
	Iteration 21Q: 3 clusters Score -53391.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -53463.511719 Penalty: 3012.230225
	Iteration 22Q: 3 clusters Score -53463.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -53473.191406 Penalty: 3012.230225
	Iteration 23Q: 3 clusters Score -53473.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53479.566406 Penalty: 3012.230225
	Iteration 24Q: 3 clusters Score -53479.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -53479.566406 Penalty: 3012.230225
	Iteration 25F: 3 clusters Score -53479.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -170034.265625 Penalty: 1768.264404
	Iteration 0F: 2 clusters Score -170034.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -167946.640625 Penalty: 3536.528809
	Iteration 0F: 3 clusters Score -167946.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -168337.828125 Penalty: 3536.528809
	Iteration 1F: 3 clusters Score -168337.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -168484.406250 Penalty: 3536.528809
	Iteration 2F: 3 clusters Score -168484.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -168570.812500 Penalty: 3536.528809
	Iteration 3F: 3 clusters Score -168570.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -168629.828125 Penalty: 3536.528809
	Iteration 4Q: 3 clusters Score -168629.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -168671.078125 Penalty: 3536.528809
	Iteration 5Q: 3 clusters Score -168671.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -168703.515625 Penalty: 3536.528809
	Iteration 6Q: 3 clusters Score -168703.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -168731.250000 Penalty: 3536.528809
	Iteration 7Q: 3 clusters Score -168731.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -168755.328125 Penalty: 3536.528809
	Iteration 8Q: 3 clusters Score -168755.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -168777.062500 Penalty: 3536.528809
	Iteration 9Q: 3 clusters Score -168777.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -168795.812500 Penalty: 3536.528809
	Iteration 10Q: 3 clusters Score -168795.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -168806.796875 Penalty: 3536.528809
	Iteration 11Q: 3 clusters Score -168806.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -168811.875000 Penalty: 3536.528809
	Iteration 12Q: 3 clusters Score -168811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -168818.859375 Penalty: 3536.528809
	Iteration 13Q: 3 clusters Score -168818.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -168826.000000 Penalty: 3536.528809
	Iteration 14Q: 3 clusters Score -168826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -168831.671875 Penalty: 3536.528809
	Iteration 15Q: 3 clusters Score -168831.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -168837.515625 Penalty: 3536.528809
	Iteration 16Q: 3 clusters Score -168837.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -168842.031250 Penalty: 3536.528809
	Iteration 17Q: 3 clusters Score -168842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -168843.000000 Penalty: 3536.528809
	Iteration 18Q: 3 clusters Score -168843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -168844.828125 Penalty: 3536.528809
	Iteration 19Q: 3 clusters Score -168844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -168845.203125 Penalty: 3536.528809
	Iteration 20F: 3 clusters Score -168845.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Entering Unmasked Estep 
Score: -2902866.000000 Penalty: 2467.087891
	Iteration 0F: 2 clusters Score -2902866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2888220.500000 Penalty: 4934.175781
	Iteration 0F: 3 clusters Score -2888220 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2893111.750000 Penalty: 4934.175781
	Iteration 1F: 3 clusters Score -2893112 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2893447.250000 Penalty: 4934.175781
	Iteration 2Q: 3 clusters Score -2893447 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2893712.750000 Penalty: 4934.175781
	Iteration 3Q: 3 clusters Score -2893713 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2893955.500000 Penalty: 4934.175781
	Iteration 4Q: 3 clusters Score -2893956 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -2894179.500000 Penalty: 4934.175781
	Iteration 5Q: 3 clusters Score -2894180 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2894446.250000 Penalty: 4934.175781
	Iteration 6Q: 3 clusters Score -2894446 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -2894784.500000 Penalty: 4934.175781
	Iteration 7Q: 3 clusters Score -2894784 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2895245.000000 Penalty: 4934.175781
	Iteration 8Q: 3 clusters Score -2895245 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2895724.500000 Penalty: 4934.175781
	Iteration 9Q: 3 clusters Score -2895724 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -2896300.000000 Penalty: 4934.175781
	Iteration 10Q: 3 clusters Score -2896300 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2896863.500000 Penalty: 4934.175781
	Iteration 11Q: 3 clusters Score -2896864 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -2897357.500000 Penalty: 4934.175781
	Iteration 12Q: 3 clusters Score -2897358 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -2897826.500000 Penalty: 4934.175781
	Iteration 13Q: 3 clusters Score -2897826 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2898184.500000 Penalty: 4934.175781
	Iteration 14Q: 3 clusters Score -2898184 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2898448.000000 Penalty: 4934.175781
	Iteration 15Q: 3 clusters Score -2898448 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -2898638.500000 Penalty: 4934.175781
	Iteration 16Q: 3 clusters Score -2898638 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2898799.750000 Penalty: 4934.175781
	Iteration 17Q: 3 clusters Score -2898800 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2898956.250000 Penalty: 4934.175781
	Iteration 18Q: 3 clusters Score -2898956 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2899097.250000 Penalty: 4934.175781
	Iteration 19Q: 3 clusters Score -2899097 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2899231.000000 Penalty: 4934.175781
	Iteration 20F: 3 clusters Score -2899231 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2899364.250000 Penalty: 4934.175781
	Iteration 21Q: 3 clusters Score -2899364 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2899479.000000 Penalty: 4934.175781
	Iteration 22Q: 3 clusters Score -2899479 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2899572.750000 Penalty: 4934.175781
	Iteration 23Q: 3 clusters Score -2899573 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2899665.500000 Penalty: 4934.175781
	Iteration 24Q: 3 clusters Score -2899666 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -2899740.500000 Penalty: 4934.175781
	Iteration 25Q: 3 clusters Score -2899740 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2899835.750000 Penalty: 4934.175781
	Iteration 26Q: 3 clusters Score -2899836 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2899926.750000 Penalty: 4934.175781
	Iteration 27Q: 3 clusters Score -2899927 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -2899989.750000 Penalty: 4934.175781
	Iteration 28Q: 3 clusters Score -2899990 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2900071.250000 Penalty: 4934.175781
	Iteration 29Q: 3 clusters Score -2900071 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -2900150.750000 Penalty: 4934.175781
	Iteration 30Q: 3 clusters Score -2900151 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -2900226.500000 Penalty: 4934.175781
	Iteration 31Q: 3 clusters Score -2900226 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2900289.750000 Penalty: 4934.175781
	Iteration 32Q: 3 clusters Score -2900290 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2900376.000000 Penalty: 4934.175781
	Iteration 33Q: 3 clusters Score -2900376 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -2900447.750000 Penalty: 4934.175781
	Iteration 34Q: 3 clusters Score -2900448 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -2900494.750000 Penalty: 4934.175781
	Iteration 35Q: 3 clusters Score -2900495 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2900530.750000 Penalty: 4934.175781
	Iteration 36Q: 3 clusters Score -2900531 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2900562.750000 Penalty: 4934.175781
	Iteration 37Q: 3 clusters Score -2900563 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -2900594.500000 Penalty: 4934.175781
	Iteration 38Q: 3 clusters Score -2900594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -2900621.000000 Penalty: 4934.175781
	Iteration 39Q: 3 clusters Score -2900621 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2900645.000000 Penalty: 4934.175781
	Iteration 40F: 3 clusters Score -2900645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -2900663.250000 Penalty: 4934.175781
	Iteration 41Q: 3 clusters Score -2900663 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -2900667.250000 Penalty: 4934.175781
	Iteration 42Q: 3 clusters Score -2900667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2900672.750000 Penalty: 4934.175781
	Iteration 43Q: 3 clusters Score -2900673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -2900679.750000 Penalty: 4934.175781
	Iteration 44Q: 3 clusters Score -2900680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2900680.750000 Penalty: 4934.175781
	Iteration 45Q: 3 clusters Score -2900681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2900684.750000 Penalty: 4934.175781
	Iteration 46Q: 3 clusters Score -2900685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2900694.250000 Penalty: 4934.175781
	Iteration 47Q: 3 clusters Score -2900694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2900698.000000 Penalty: 4934.175781
	Iteration 48Q: 3 clusters Score -2900698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -2900703.000000 Penalty: 4934.175781
	Iteration 49Q: 3 clusters Score -2900703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2900708.250000 Penalty: 4934.175781
	Iteration 50Q: 3 clusters Score -2900708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2900712.000000 Penalty: 4934.175781
	Iteration 51Q: 3 clusters Score -2900712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2900716.500000 Penalty: 4934.175781
	Iteration 52Q: 3 clusters Score -2900716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2900721.750000 Penalty: 4934.175781
	Iteration 53Q: 3 clusters Score -2900722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -2900722.750000 Penalty: 4934.175781
	Iteration 54Q: 3 clusters Score -2900723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -2900723.750000 Penalty: 4934.175781
	Iteration 55Q: 3 clusters Score -2900724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2900724.500000 Penalty: 4934.175781
	Iteration 56Q: 3 clusters Score -2900724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2900724.500000 Penalty: 4934.175781
	Iteration 57F: 3 clusters Score -2900724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Entering Unmasked Estep 
Score: -2289420.500000 Penalty: 2416.488525
	Iteration 0F: 2 clusters Score -2289420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2277348.500000 Penalty: 4832.977051
	Iteration 0F: 3 clusters Score -2277348 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2281375.250000 Penalty: 4832.977051
	Iteration 1F: 3 clusters Score -2281375 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2282045.750000 Penalty: 4832.977051
	Iteration 2F: 3 clusters Score -2282046 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2282753.500000 Penalty: 4832.977051
	Iteration 3F: 3 clusters Score -2282754 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2283525.500000 Penalty: 4832.977051
	Iteration 4F: 3 clusters Score -2283526 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2284350.750000 Penalty: 4832.977051
	Iteration 5F: 3 clusters Score -2284351 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2285163.750000 Penalty: 4832.977051
	Iteration 6F: 3 clusters Score -2285164 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12347 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -2285792.500000 Penalty: 4832.977051
	Iteration 7F: 3 clusters Score -2285792 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2286309.250000 Penalty: 4832.977051
	Iteration 8Q: 3 clusters Score -2286309 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2286688.500000 Penalty: 4832.977051
	Iteration 9Q: 3 clusters Score -2286688 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -2286979.000000 Penalty: 4832.977051
	Iteration 10Q: 3 clusters Score -2286979 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2287205.250000 Penalty: 4832.977051
	Iteration 11Q: 3 clusters Score -2287205 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2287372.750000 Penalty: 4832.977051
	Iteration 12Q: 3 clusters Score -2287373 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2287508.000000 Penalty: 4832.977051
	Iteration 13Q: 3 clusters Score -2287508 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2287633.000000 Penalty: 4832.977051
	Iteration 14Q: 3 clusters Score -2287633 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2287749.750000 Penalty: 4832.977051
	Iteration 15Q: 3 clusters Score -2287750 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2287900.250000 Penalty: 4832.977051
	Iteration 16Q: 3 clusters Score -2287900 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2288052.250000 Penalty: 4832.977051
	Iteration 17Q: 3 clusters Score -2288052 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2288170.500000 Penalty: 4832.977051
	Iteration 18Q: 3 clusters Score -2288170 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2288252.250000 Penalty: 4832.977051
	Iteration 19Q: 3 clusters Score -2288252 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2288300.000000 Penalty: 4832.977051
	Iteration 20F: 3 clusters Score -2288300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2288334.750000 Penalty: 4832.977051
	Iteration 21Q: 3 clusters Score -2288335 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2288355.250000 Penalty: 4832.977051
	Iteration 22Q: 3 clusters Score -2288355 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2288369.750000 Penalty: 4832.977051
	Iteration 23Q: 3 clusters Score -2288370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2288380.000000 Penalty: 4832.977051
	Iteration 24Q: 3 clusters Score -2288380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2288386.500000 Penalty: 4832.977051
	Iteration 25Q: 3 clusters Score -2288386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2288396.500000 Penalty: 4832.977051
	Iteration 26Q: 3 clusters Score -2288396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2288394.500000 Penalty: 4832.977051
	Iteration 27Q: 3 clusters Score -2288394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2288394.000000 Penalty: 4832.977051
	Iteration 28Q: 3 clusters Score -2288394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2288397.500000 Penalty: 4832.977051
	Iteration 29Q: 3 clusters Score -2288398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2288403.500000 Penalty: 4832.977051
	Iteration 30Q: 3 clusters Score -2288404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2288409.750000 Penalty: 4832.977051
	Iteration 31Q: 3 clusters Score -2288410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2288407.250000 Penalty: 4832.977051
	Iteration 32Q: 3 clusters Score -2288407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2288406.500000 Penalty: 4832.977051
	Iteration 33Q: 3 clusters Score -2288406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2288408.250000 Penalty: 4832.977051
	Iteration 34Q: 3 clusters Score -2288408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2288407.750000 Penalty: 4832.977051
	Iteration 35Q: 3 clusters Score -2288408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2288407.750000 Penalty: 4832.977051
	Iteration 36F: 3 clusters Score -2288408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Entering Unmasked Estep 
Score: -511446.718750 Penalty: 2030.519165
	Iteration 0F: 2 clusters Score -511446.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -507797.750000 Penalty: 4061.038330
	Iteration 0F: 3 clusters Score -507797.8 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -508524.812500 Penalty: 4061.038330
	Iteration 1F: 3 clusters Score -508524.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -508735.031250 Penalty: 4061.038330
	Iteration 2F: 3 clusters Score -508735 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -508921.656250 Penalty: 4061.038330
	Iteration 3F: 3 clusters Score -508921.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -509083.250000 Penalty: 4061.038330
	Iteration 4Q: 3 clusters Score -509083.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -509157.500000 Penalty: 4061.038330
	Iteration 5Q: 3 clusters Score -509157.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -509215.875000 Penalty: 4061.038330
	Iteration 6Q: 3 clusters Score -509215.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -509264.906250 Penalty: 4061.038330
	Iteration 7Q: 3 clusters Score -509264.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -509299.437500 Penalty: 4061.038330
	Iteration 8Q: 3 clusters Score -509299.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -509332.312500 Penalty: 4061.038330
	Iteration 9Q: 3 clusters Score -509332.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -509358.843750 Penalty: 4061.038330
	Iteration 10Q: 3 clusters Score -509358.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -509388.812500 Penalty: 4061.038330
	Iteration 11Q: 3 clusters Score -509388.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -509412.812500 Penalty: 4061.038330
	Iteration 12Q: 3 clusters Score -509412.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -509437.843750 Penalty: 4061.038330
	Iteration 13Q: 3 clusters Score -509437.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -509462.375000 Penalty: 4061.038330
	Iteration 14Q: 3 clusters Score -509462.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -509484.656250 Penalty: 4061.038330
	Iteration 15Q: 3 clusters Score -509484.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -509498.281250 Penalty: 4061.038330
	Iteration 16Q: 3 clusters Score -509498.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -509516.375000 Penalty: 4061.038330
	Iteration 17Q: 3 clusters Score -509516.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -509535.625000 Penalty: 4061.038330
	Iteration 18Q: 3 clusters Score -509535.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -509558.968750 Penalty: 4061.038330
	Iteration 19Q: 3 clusters Score -509559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -509570.968750 Penalty: 4061.038330
	Iteration 20F: 3 clusters Score -509571 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -509585.625000 Penalty: 4061.038330
	Iteration 21Q: 3 clusters Score -509585.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -509604.187500 Penalty: 4061.038330
	Iteration 22Q: 3 clusters Score -509604.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -509617.875000 Penalty: 4061.038330
	Iteration 23Q: 3 clusters Score -509617.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -509634.343750 Penalty: 4061.038330
	Iteration 24Q: 3 clusters Score -509634.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -509654.843750 Penalty: 4061.038330
	Iteration 25Q: 3 clusters Score -509654.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -509682.937500 Penalty: 4061.038330
	Iteration 26Q: 3 clusters Score -509682.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -509706.031250 Penalty: 4061.038330
	Iteration 27Q: 3 clusters Score -509706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -509725.093750 Penalty: 4061.038330
	Iteration 28Q: 3 clusters Score -509725.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -509750.000000 Penalty: 4061.038330
	Iteration 29Q: 3 clusters Score -509750 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -509776.031250 Penalty: 4061.038330
	Iteration 30Q: 3 clusters Score -509776 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -509807.062500 Penalty: 4061.038330
	Iteration 31Q: 3 clusters Score -509807.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -509832.468750 Penalty: 4061.038330
	Iteration 32Q: 3 clusters Score -509832.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -509853.000000 Penalty: 4061.038330
	Iteration 33Q: 3 clusters Score -509853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -509873.062500 Penalty: 4061.038330
	Iteration 34Q: 3 clusters Score -509873.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -509898.937500 Penalty: 4061.038330
	Iteration 35Q: 3 clusters Score -509898.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -509921.781250 Penalty: 4061.038330
	Iteration 36Q: 3 clusters Score -509921.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -509944.406250 Penalty: 4061.038330
	Iteration 37Q: 3 clusters Score -509944.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -509971.125000 Penalty: 4061.038330
	Iteration 38Q: 3 clusters Score -509971.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -509987.718750 Penalty: 4061.038330
	Iteration 39Q: 3 clusters Score -509987.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -509998.593750 Penalty: 4061.038330
	Iteration 40F: 3 clusters Score -509998.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -510008.500000 Penalty: 4061.038330
	Iteration 41Q: 3 clusters Score -510008.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -510025.593750 Penalty: 4061.038330
	Iteration 42Q: 3 clusters Score -510025.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -510035.562500 Penalty: 4061.038330
	Iteration 43Q: 3 clusters Score -510035.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -510045.187500 Penalty: 4061.038330
	Iteration 44Q: 3 clusters Score -510045.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -510053.750000 Penalty: 4061.038330
	Iteration 45Q: 3 clusters Score -510053.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -510062.406250 Penalty: 4061.038330
	Iteration 46Q: 3 clusters Score -510062.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -510072.468750 Penalty: 4061.038330
	Iteration 47Q: 3 clusters Score -510072.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -510082.625000 Penalty: 4061.038330
	Iteration 48Q: 3 clusters Score -510082.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -510094.968750 Penalty: 4061.038330
	Iteration 49Q: 3 clusters Score -510095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -510102.656250 Penalty: 4061.038330
	Iteration 50Q: 3 clusters Score -510102.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -510106.875000 Penalty: 4061.038330
	Iteration 51Q: 3 clusters Score -510106.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -510110.468750 Penalty: 4061.038330
	Iteration 52Q: 3 clusters Score -510110.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -510114.500000 Penalty: 4061.038330
	Iteration 53Q: 3 clusters Score -510114.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -510115.781250 Penalty: 4061.038330
	Iteration 54Q: 3 clusters Score -510115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -510119.750000 Penalty: 4061.038330
	Iteration 55Q: 3 clusters Score -510119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -510122.218750 Penalty: 4061.038330
	Iteration 56Q: 3 clusters Score -510122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -510126.156250 Penalty: 4061.038330
	Iteration 57Q: 3 clusters Score -510126.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -510130.375000 Penalty: 4061.038330
	Iteration 58Q: 3 clusters Score -510130.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -510137.781250 Penalty: 4061.038330
	Iteration 59Q: 3 clusters Score -510137.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -510149.843750 Penalty: 4061.038330
	Iteration 60F: 3 clusters Score -510149.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -510164.312500 Penalty: 4061.038330
	Iteration 61Q: 3 clusters Score -510164.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -510180.312500 Penalty: 4061.038330
	Iteration 62Q: 3 clusters Score -510180.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -510192.718750 Penalty: 4061.038330
	Iteration 63Q: 3 clusters Score -510192.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -510204.843750 Penalty: 4061.038330
	Iteration 64Q: 3 clusters Score -510204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -510211.000000 Penalty: 4061.038330
	Iteration 65Q: 3 clusters Score -510211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -510214.125000 Penalty: 4061.038330
	Iteration 66Q: 3 clusters Score -510214.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -510217.500000 Penalty: 4061.038330
	Iteration 67Q: 3 clusters Score -510217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -510223.187500 Penalty: 4061.038330
	Iteration 68Q: 3 clusters Score -510223.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -510230.937500 Penalty: 4061.038330
	Iteration 69Q: 3 clusters Score -510230.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -510236.718750 Penalty: 4061.038330
	Iteration 70Q: 3 clusters Score -510236.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -510243.062500 Penalty: 4061.038330
	Iteration 71Q: 3 clusters Score -510243.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -510247.250000 Penalty: 4061.038330
	Iteration 72Q: 3 clusters Score -510247.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -510251.500000 Penalty: 4061.038330
	Iteration 73Q: 3 clusters Score -510251.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -510251.500000 Penalty: 4061.038330
	Iteration 74F: 3 clusters Score -510251.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27727.847656 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27727.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26551.447266 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26551.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -26662.716797 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26662.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26682.099609 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26682.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -26682.099609 Penalty: 2688.585449
	Iteration 3F: 3 clusters Score -26682.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -71037.773438 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -71037.77 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 283 members 
Entering Unmasked Estep 
Score: -69507.289062 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -69507.29 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69779.421875 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -69779.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -69912.601562 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -69912.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -69991.671875 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -69991.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70045.750000 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -70045.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -70068.367188 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -70068.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -70082.164062 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -70082.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -70094.585938 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -70094.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -70104.046875 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -70104.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -70117.078125 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -70117.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -70130.171875 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -70130.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -70150.812500 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -70150.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -70167.203125 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -70167.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -70188.601562 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -70188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -70205.335938 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -70205.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -70228.039062 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -70228.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -70276.093750 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -70276.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70350.554688 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -70350.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70388.039062 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -70388.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -70414.617188 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -70414.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -70429.171875 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -70429.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70460.078125 Penalty: 3123.366211
	Iteration 21Q: 3 clusters Score -70460.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70482.429688 Penalty: 3123.366211
	Iteration 22Q: 3 clusters Score -70482.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70485.664062 Penalty: 3123.366211
	Iteration 23Q: 3 clusters Score -70485.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -70485.664062 Penalty: 3123.366211
	Iteration 24F: 3 clusters Score -70485.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Entering Unmasked Estep 
Score: -2775445.500000 Penalty: 2453.070801
	Iteration 0F: 2 clusters Score -2775446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2761645.250000 Penalty: 4906.141602
	Iteration 0F: 3 clusters Score -2761645 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2766252.000000 Penalty: 4906.141602
	Iteration 1F: 3 clusters Score -2766252 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2766673.000000 Penalty: 4906.141602
	Iteration 2F: 3 clusters Score -2766673 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2767078.250000 Penalty: 4906.141602
	Iteration 3Q: 3 clusters Score -2767078 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -2767507.750000 Penalty: 4906.141602
	Iteration 4Q: 3 clusters Score -2767508 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2768001.500000 Penalty: 4906.141602
	Iteration 5Q: 3 clusters Score -2768002 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2768605.250000 Penalty: 4906.141602
	Iteration 6F: 3 clusters Score -2768605 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2769380.500000 Penalty: 4906.141602
	Iteration 7F: 3 clusters Score -2769380 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2770367.500000 Penalty: 4906.141602
	Iteration 8F: 3 clusters Score -2770368 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2771400.500000 Penalty: 4906.141602
	Iteration 9F: 3 clusters Score -2771400 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2772265.750000 Penalty: 4906.141602
	Iteration 10Q: 3 clusters Score -2772266 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2772768.000000 Penalty: 4906.141602
	Iteration 11Q: 3 clusters Score -2772768 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2773023.500000 Penalty: 4906.141602
	Iteration 12Q: 3 clusters Score -2773024 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -2773124.500000 Penalty: 4906.141602
	Iteration 13Q: 3 clusters Score -2773124 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2773177.500000 Penalty: 4906.141602
	Iteration 14Q: 3 clusters Score -2773178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2773222.750000 Penalty: 4906.141602
	Iteration 15Q: 3 clusters Score -2773223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2773252.500000 Penalty: 4906.141602
	Iteration 16Q: 3 clusters Score -2773252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -2773268.250000 Penalty: 4906.141602
	Iteration 17Q: 3 clusters Score -2773268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2773285.000000 Penalty: 4906.141602
	Iteration 18Q: 3 clusters Score -2773285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2773291.750000 Penalty: 4906.141602
	Iteration 19Q: 3 clusters Score -2773292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2773294.500000 Penalty: 4906.141602
	Iteration 20F: 3 clusters Score -2773294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2773295.000000 Penalty: 4906.141602
	Iteration 21Q: 3 clusters Score -2773295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2773295.750000 Penalty: 4906.141602
	Iteration 22Q: 3 clusters Score -2773296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2773298.750000 Penalty: 4906.141602
	Iteration 23Q: 3 clusters Score -2773299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2773299.250000 Penalty: 4906.141602
	Iteration 24Q: 3 clusters Score -2773299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2773299.250000 Penalty: 4906.141602
	Iteration 25F: 3 clusters Score -2773299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Entering Unmasked Estep 
Score: -43951.988281 Penalty: 1484.640137
	Iteration 0F: 2 clusters Score -43951.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -42639.253906 Penalty: 2969.280273
	Iteration 0F: 3 clusters Score -42639.25 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43069.089844 Penalty: 2969.280273
	Iteration 1F: 3 clusters Score -43069.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43435.312500 Penalty: 2969.280273
	Iteration 2F: 3 clusters Score -43435.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43879.183594 Penalty: 2969.280273
	Iteration 3F: 3 clusters Score -43879.18 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43957.914062 Penalty: 2969.280273
	Iteration 4F: 3 clusters Score -43957.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44001.078125 Penalty: 2969.280273
	Iteration 5Q: 3 clusters Score -44001.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -44022.609375 Penalty: 2969.280273
	Iteration 6Q: 3 clusters Score -44022.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44038.378906 Penalty: 2969.280273
	Iteration 7Q: 3 clusters Score -44038.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -44049.507812 Penalty: 2969.280273
	Iteration 8Q: 3 clusters Score -44049.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -44069.371094 Penalty: 2969.280273
	Iteration 9Q: 3 clusters Score -44069.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44076.636719 Penalty: 2969.280273
	Iteration 10Q: 3 clusters Score -44076.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44080.605469 Penalty: 2969.280273
	Iteration 11Q: 3 clusters Score -44080.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -44080.605469 Penalty: 2969.280273
	Iteration 12F: 3 clusters Score -44080.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266060 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 3 contains 11657 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52560 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166513 members 
Mstep: Class 10 contains 126134 members 
Mstep: Class 11 contains 28626 members 
Mstep: Class 12 contains 44907 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 188 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8330 members 
Mstep: Class 30 contains 210 members 
Entering Unmasked Estep 
Score: -122243352.000000 Penalty: 102059.687500
Splitting cluster 22 changes total score from -122245272.000000 to -122243352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (28905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28905 members 
Entering Unmasked Estep 
Score: -3904309.250000 Penalty: 2547.398926
	Iteration 0F: 2 clusters Score -3904309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -3884388.500000 Penalty: 5094.797852
	Iteration 0F: 3 clusters Score -3884388 nChanged 12978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -3891535.000000 Penalty: 5094.797852
	Iteration 1F: 3 clusters Score -3891535 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -3892060.000000 Penalty: 5094.797852
	Iteration 2F: 3 clusters Score -3892060 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -3892634.750000 Penalty: 5094.797852
	Iteration 3Q: 3 clusters Score -3892635 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -3893326.750000 Penalty: 5094.797852
	Iteration 4Q: 3 clusters Score -3893327 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -3894126.500000 Penalty: 5094.797852
	Iteration 5F: 3 clusters Score -3894126 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -3894898.250000 Penalty: 5094.797852
	Iteration 6Q: 3 clusters Score -3894898 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3895761.750000 Penalty: 5094.797852
	Iteration 7F: 3 clusters Score -3895762 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3896603.250000 Penalty: 5094.797852
	Iteration 8Q: 3 clusters Score -3896603 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3897354.750000 Penalty: 5094.797852
	Iteration 9Q: 3 clusters Score -3897355 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3897949.250000 Penalty: 5094.797852
	Iteration 10Q: 3 clusters Score -3897949 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -3898445.000000 Penalty: 5094.797852
	Iteration 11Q: 3 clusters Score -3898445 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -3898863.500000 Penalty: 5094.797852
	Iteration 12Q: 3 clusters Score -3898864 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3899284.750000 Penalty: 5094.797852
	Iteration 13Q: 3 clusters Score -3899285 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3899646.750000 Penalty: 5094.797852
	Iteration 14Q: 3 clusters Score -3899647 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -3900021.250000 Penalty: 5094.797852
	Iteration 15Q: 3 clusters Score -3900021 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -3900341.500000 Penalty: 5094.797852
	Iteration 16Q: 3 clusters Score -3900342 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -3900621.000000 Penalty: 5094.797852
	Iteration 17Q: 3 clusters Score -3900621 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3900849.000000 Penalty: 5094.797852
	Iteration 18Q: 3 clusters Score -3900849 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -3901054.750000 Penalty: 5094.797852
	Iteration 19Q: 3 clusters Score -3901055 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 24756 members 
Entering Unmasked Estep 
Score: -3901263.000000 Penalty: 5094.797852
	Iteration 20F: 3 clusters Score -3901263 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3901403.000000 Penalty: 5094.797852
	Iteration 21Q: 3 clusters Score -3901403 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -3901576.500000 Penalty: 5094.797852
	Iteration 22Q: 3 clusters Score -3901576 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3901696.500000 Penalty: 5094.797852
	Iteration 23Q: 3 clusters Score -3901696 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -3901795.250000 Penalty: 5094.797852
	Iteration 24Q: 3 clusters Score -3901795 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3901877.000000 Penalty: 5094.797852
	Iteration 25Q: 3 clusters Score -3901877 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -3901941.250000 Penalty: 5094.797852
	Iteration 26Q: 3 clusters Score -3901941 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3901996.250000 Penalty: 5094.797852
	Iteration 27Q: 3 clusters Score -3901996 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -3902036.000000 Penalty: 5094.797852
	Iteration 28Q: 3 clusters Score -3902036 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -3902069.500000 Penalty: 5094.797852
	Iteration 29Q: 3 clusters Score -3902070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3902100.000000 Penalty: 5094.797852
	Iteration 30Q: 3 clusters Score -3902100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -3902130.000000 Penalty: 5094.797852
	Iteration 31Q: 3 clusters Score -3902130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -3902146.750000 Penalty: 5094.797852
	Iteration 32Q: 3 clusters Score -3902147 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -3902163.500000 Penalty: 5094.797852
	Iteration 33Q: 3 clusters Score -3902164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -3902170.750000 Penalty: 5094.797852
	Iteration 34Q: 3 clusters Score -3902171 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3902186.500000 Penalty: 5094.797852
	Iteration 35Q: 3 clusters Score -3902186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3902195.750000 Penalty: 5094.797852
	Iteration 36Q: 3 clusters Score -3902196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -3902205.000000 Penalty: 5094.797852
	Iteration 37Q: 3 clusters Score -3902205 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3902210.750000 Penalty: 5094.797852
	Iteration 38Q: 3 clusters Score -3902211 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3902229.500000 Penalty: 5094.797852
	Iteration 39Q: 3 clusters Score -3902230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3902228.500000 Penalty: 5094.797852
	Iteration 40F: 3 clusters Score -3902228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3902242.000000 Penalty: 5094.797852
	Iteration 41Q: 3 clusters Score -3902242 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -3902241.500000 Penalty: 5094.797852
	Iteration 42Q: 3 clusters Score -3902242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3902251.500000 Penalty: 5094.797852
	Iteration 43Q: 3 clusters Score -3902252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3902265.000000 Penalty: 5094.797852
	Iteration 44Q: 3 clusters Score -3902265 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3902270.750000 Penalty: 5094.797852
	Iteration 45Q: 3 clusters Score -3902271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3902275.250000 Penalty: 5094.797852
	Iteration 46Q: 3 clusters Score -3902275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -3902282.250000 Penalty: 5094.797852
	Iteration 47Q: 3 clusters Score -3902282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -3902285.750000 Penalty: 5094.797852
	Iteration 48Q: 3 clusters Score -3902286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3902286.250000 Penalty: 5094.797852
	Iteration 49Q: 3 clusters Score -3902286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -3902294.750000 Penalty: 5094.797852
	Iteration 50Q: 3 clusters Score -3902295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3902296.000000 Penalty: 5094.797852
	Iteration 51Q: 3 clusters Score -3902296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -3902293.750000 Penalty: 5094.797852
	Iteration 52Q: 3 clusters Score -3902294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3902303.250000 Penalty: 5094.797852
	Iteration 53Q: 3 clusters Score -3902303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -3902306.250000 Penalty: 5094.797852
	Iteration 54Q: 3 clusters Score -3902306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -3902306.750000 Penalty: 5094.797852
	Iteration 55Q: 3 clusters Score -3902307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3902308.250000 Penalty: 5094.797852
	Iteration 56Q: 3 clusters Score -3902308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -3902314.000000 Penalty: 5094.797852
	Iteration 57Q: 3 clusters Score -3902314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3902318.250000 Penalty: 5094.797852
	Iteration 58Q: 3 clusters Score -3902318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3902319.250000 Penalty: 5094.797852
	Iteration 59Q: 3 clusters Score -3902319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -3902322.000000 Penalty: 5094.797852
	Iteration 60F: 3 clusters Score -3902322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3902318.250000 Penalty: 5094.797852
	Iteration 61Q: 3 clusters Score -3902318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3902322.000000 Penalty: 5094.797852
	Iteration 62Q: 3 clusters Score -3902322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3902329.250000 Penalty: 5094.797852
	Iteration 63Q: 3 clusters Score -3902329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -3902332.500000 Penalty: 5094.797852
	Iteration 64Q: 3 clusters Score -3902332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -3902329.750000 Penalty: 5094.797852
	Iteration 65Q: 3 clusters Score -3902330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3902334.750000 Penalty: 5094.797852
	Iteration 66Q: 3 clusters Score -3902335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -3902333.750000 Penalty: 5094.797852
	Iteration 67Q: 3 clusters Score -3902334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3902336.000000 Penalty: 5094.797852
	Iteration 68Q: 3 clusters Score -3902336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3902335.250000 Penalty: 5094.797852
	Iteration 69Q: 3 clusters Score -3902335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -3902333.500000 Penalty: 5094.797852
	Iteration 70Q: 3 clusters Score -3902334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3902339.000000 Penalty: 5094.797852
	Iteration 71Q: 3 clusters Score -3902339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3902339.000000 Penalty: 5094.797852
	Iteration 72F: 3 clusters Score -3902339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -64928.707031 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -64928.71 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 257 members 
Entering Unmasked Estep 
Score: -63473.996094 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -63474 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -63658.750000 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -63658.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -63702.062500 Penalty: 3074.445312
	Iteration 2Q: 3 clusters Score -63702.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -63724.621094 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -63724.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -63730.355469 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -63730.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -63743.144531 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -63743.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -63745.343750 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -63745.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63746.472656 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -63746.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -63746.472656 Penalty: 3074.445312
	Iteration 8F: 3 clusters Score -63746.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -29981.666016 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -29981.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28800.697266 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -28800.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28861.798828 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -28861.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28882.136719 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -28882.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28892.449219 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -28892.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28904.320312 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -28904.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28922.697266 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -28922.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28926.394531 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -28926.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -28926.394531 Penalty: 2750.407959
	Iteration 7F: 3 clusters Score -28926.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -29311.052734 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -29311.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -28103.634766 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -28103.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28246.128906 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -28246.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28292.162109 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -28292.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28320.720703 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -28320.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28320.720703 Penalty: 2705.839355
	Iteration 4F: 3 clusters Score -28320.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -150023.453125 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -150023.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -147973.796875 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -147973.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -148420.859375 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -148420.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -148622.312500 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -148622.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -148863.765625 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -148863.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -149107.953125 Penalty: 3490.365723
	Iteration 4F: 3 clusters Score -149108 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -149452.656250 Penalty: 3490.365723
	Iteration 5F: 3 clusters Score -149452.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -149793.593750 Penalty: 3490.365723
	Iteration 6F: 3 clusters Score -149793.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -149956.062500 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -149956.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -150006.296875 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -150006.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -150040.421875 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -150040.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -150047.140625 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -150047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -150061.093750 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -150061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -150068.984375 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -150069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -150075.218750 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -150075.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -150087.562500 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -150087.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -150091.890625 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -150091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -150093.046875 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -150093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -150093.046875 Penalty: 3490.365723
	Iteration 17F: 3 clusters Score -150093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266060 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 3 contains 11657 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52560 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166513 members 
Mstep: Class 10 contains 126134 members 
Mstep: Class 11 contains 28626 members 
Mstep: Class 12 contains 44907 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 811 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8330 members 
Mstep: Class 30 contains 327 members 
Entering Unmasked Estep 
Score: -122243616.000000 Penalty: 102059.687500
Splitting cluster 27 changes total score from -122245272.000000 to -122243616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -40379.449219 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -40379.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -39082.042969 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -39082.04 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39260.691406 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -39260.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39303.750000 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -39303.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39330.023438 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -39330.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39346.550781 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -39346.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39354.179688 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -39354.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39356.800781 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -39356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39356.800781 Penalty: 2868.777344
	Iteration 7F: 3 clusters Score -39356.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Entering Unmasked Estep 
Score: -1175378.000000 Penalty: 2238.849365
	Iteration 0F: 2 clusters Score -1175378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1168722.000000 Penalty: 4477.698730
	Iteration 0F: 3 clusters Score -1168722 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1170547.250000 Penalty: 4477.698730
	Iteration 1F: 3 clusters Score -1170547 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1170791.500000 Penalty: 4477.698730
	Iteration 2F: 3 clusters Score -1170792 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1170955.375000 Penalty: 4477.698730
	Iteration 3Q: 3 clusters Score -1170955 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1171075.000000 Penalty: 4477.698730
	Iteration 4Q: 3 clusters Score -1171075 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1171174.750000 Penalty: 4477.698730
	Iteration 5Q: 3 clusters Score -1171175 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1171275.750000 Penalty: 4477.698730
	Iteration 6Q: 3 clusters Score -1171276 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1171371.250000 Penalty: 4477.698730
	Iteration 7Q: 3 clusters Score -1171371 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1171475.125000 Penalty: 4477.698730
	Iteration 8Q: 3 clusters Score -1171475 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1171593.625000 Penalty: 4477.698730
	Iteration 9Q: 3 clusters Score -1171594 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1171719.125000 Penalty: 4477.698730
	Iteration 10Q: 3 clusters Score -1171719 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1171852.875000 Penalty: 4477.698730
	Iteration 11Q: 3 clusters Score -1171853 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1171988.625000 Penalty: 4477.698730
	Iteration 12Q: 3 clusters Score -1171989 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1172140.000000 Penalty: 4477.698730
	Iteration 13Q: 3 clusters Score -1172140 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1172273.750000 Penalty: 4477.698730
	Iteration 14Q: 3 clusters Score -1172274 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1172414.500000 Penalty: 4477.698730
	Iteration 15Q: 3 clusters Score -1172414 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1172555.000000 Penalty: 4477.698730
	Iteration 16Q: 3 clusters Score -1172555 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1172685.125000 Penalty: 4477.698730
	Iteration 17Q: 3 clusters Score -1172685 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1172807.250000 Penalty: 4477.698730
	Iteration 18Q: 3 clusters Score -1172807 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1172923.875000 Penalty: 4477.698730
	Iteration 19Q: 3 clusters Score -1172924 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1173016.000000 Penalty: 4477.698730
	Iteration 20F: 3 clusters Score -1173016 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1173094.875000 Penalty: 4477.698730
	Iteration 21Q: 3 clusters Score -1173095 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1173167.625000 Penalty: 4477.698730
	Iteration 22Q: 3 clusters Score -1173168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1173223.375000 Penalty: 4477.698730
	Iteration 23Q: 3 clusters Score -1173223 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1173258.375000 Penalty: 4477.698730
	Iteration 24Q: 3 clusters Score -1173258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1173287.750000 Penalty: 4477.698730
	Iteration 25Q: 3 clusters Score -1173288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1173314.250000 Penalty: 4477.698730
	Iteration 26Q: 3 clusters Score -1173314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1173341.625000 Penalty: 4477.698730
	Iteration 27Q: 3 clusters Score -1173342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1173371.750000 Penalty: 4477.698730
	Iteration 28Q: 3 clusters Score -1173372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1173391.500000 Penalty: 4477.698730
	Iteration 29Q: 3 clusters Score -1173392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1173400.500000 Penalty: 4477.698730
	Iteration 30Q: 3 clusters Score -1173400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1173409.250000 Penalty: 4477.698730
	Iteration 31Q: 3 clusters Score -1173409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1173422.000000 Penalty: 4477.698730
	Iteration 32Q: 3 clusters Score -1173422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1173431.375000 Penalty: 4477.698730
	Iteration 33Q: 3 clusters Score -1173431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1173440.000000 Penalty: 4477.698730
	Iteration 34Q: 3 clusters Score -1173440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1173445.250000 Penalty: 4477.698730
	Iteration 35Q: 3 clusters Score -1173445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1173454.000000 Penalty: 4477.698730
	Iteration 36Q: 3 clusters Score -1173454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1173461.125000 Penalty: 4477.698730
	Iteration 37Q: 3 clusters Score -1173461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1173466.375000 Penalty: 4477.698730
	Iteration 38Q: 3 clusters Score -1173466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1173471.625000 Penalty: 4477.698730
	Iteration 39Q: 3 clusters Score -1173472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1173476.875000 Penalty: 4477.698730
	Iteration 40F: 3 clusters Score -1173477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1173478.875000 Penalty: 4477.698730
	Iteration 41Q: 3 clusters Score -1173479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1173480.875000 Penalty: 4477.698730
	Iteration 42Q: 3 clusters Score -1173481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1173485.375000 Penalty: 4477.698730
	Iteration 43Q: 3 clusters Score -1173485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1173491.500000 Penalty: 4477.698730
	Iteration 44Q: 3 clusters Score -1173492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1173496.375000 Penalty: 4477.698730
	Iteration 45Q: 3 clusters Score -1173496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1173497.750000 Penalty: 4477.698730
	Iteration 46Q: 3 clusters Score -1173498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1173499.375000 Penalty: 4477.698730
	Iteration 47Q: 3 clusters Score -1173499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1173499.250000 Penalty: 4477.698730
	Iteration 48Q: 3 clusters Score -1173499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1173502.625000 Penalty: 4477.698730
	Iteration 49Q: 3 clusters Score -1173503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1173503.875000 Penalty: 4477.698730
	Iteration 50Q: 3 clusters Score -1173504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1173503.875000 Penalty: 4477.698730
	Iteration 51F: 3 clusters Score -1173504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266060 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 3 contains 11657 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52560 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166513 members 
Mstep: Class 10 contains 126134 members 
Mstep: Class 11 contains 28626 members 
Mstep: Class 12 contains 44907 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245192.000000 Penalty: 98657.695312
Iteration 239Q: 30 clusters Score -1.222452e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266057 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52561 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166516 members 
Mstep: Class 10 contains 126133 members 
Mstep: Class 11 contains 28626 members 
Mstep: Class 12 contains 44908 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245224.000000 Penalty: 98657.695312
Iteration 240F: 30 clusters Score -1.222452e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266058 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 3 contains 11653 members 
Mstep: Class 4 contains 5651 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52561 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166516 members 
Mstep: Class 10 contains 126133 members 
Mstep: Class 11 contains 28626 members 
Mstep: Class 12 contains 44909 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245200.000000 Penalty: 98657.695312
Iteration 241Q: 30 clusters Score -1.222452e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266057 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 3 contains 11649 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166516 members 
Mstep: Class 10 contains 126133 members 
Mstep: Class 11 contains 28626 members 
Mstep: Class 12 contains 44911 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245240.000000 Penalty: 98657.695312
Iteration 242Q: 30 clusters Score -1.222452e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266057 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 3 contains 11650 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52561 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 166516 members 
Mstep: Class 10 contains 126131 members 
Mstep: Class 11 contains 28626 members 
Mstep: Class 12 contains 44910 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245240.000000 Penalty: 98657.695312
Iteration 243Q: 30 clusters Score -1.222452e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266052 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 3 contains 11652 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52561 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166516 members 
Mstep: Class 10 contains 126131 members 
Mstep: Class 11 contains 28626 members 
Mstep: Class 12 contains 44910 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 398 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245216.000000 Penalty: 98657.695312
Iteration 244Q: 30 clusters Score -1.222452e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266047 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11655 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52560 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166516 members 
Mstep: Class 10 contains 126131 members 
Mstep: Class 11 contains 28625 members 
Mstep: Class 12 contains 44909 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245232.000000 Penalty: 98657.695312
Iteration 245Q: 30 clusters Score -1.222452e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266046 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11651 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52560 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166518 members 
Mstep: Class 10 contains 126130 members 
Mstep: Class 11 contains 28624 members 
Mstep: Class 12 contains 44911 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245272.000000 Penalty: 98657.695312
Iteration 246Q: 30 clusters Score -1.222453e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266042 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11651 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25316 members 
Mstep: Class 9 contains 166517 members 
Mstep: Class 10 contains 126130 members 
Mstep: Class 11 contains 28624 members 
Mstep: Class 12 contains 44912 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3596 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245248.000000 Penalty: 98657.695312
Iteration 247Q: 30 clusters Score -1.222452e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266043 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11649 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25316 members 
Mstep: Class 9 contains 166517 members 
Mstep: Class 10 contains 126126 members 
Mstep: Class 11 contains 28623 members 
Mstep: Class 12 contains 44915 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245272.000000 Penalty: 98657.695312
Iteration 248Q: 30 clusters Score -1.222453e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266044 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11647 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52563 members 
Mstep: Class 8 contains 25316 members 
Mstep: Class 9 contains 166517 members 
Mstep: Class 10 contains 126123 members 
Mstep: Class 11 contains 28623 members 
Mstep: Class 12 contains 44916 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3592 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19761 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245232.000000 Penalty: 98657.695312
Iteration 249Q: 30 clusters Score -1.222452e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266041 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11645 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52561 members 
Mstep: Class 8 contains 25316 members 
Mstep: Class 9 contains 166517 members 
Mstep: Class 10 contains 126128 members 
Mstep: Class 11 contains 28623 members 
Mstep: Class 12 contains 44917 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19761 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245232.000000 Penalty: 98657.695312
Iteration 250Q: 30 clusters Score -1.222452e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266035 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11644 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25316 members 
Mstep: Class 9 contains 166516 members 
Mstep: Class 10 contains 126133 members 
Mstep: Class 11 contains 28623 members 
Mstep: Class 12 contains 44918 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19761 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245288.000000 Penalty: 98657.695312
Iteration 251Q: 30 clusters Score -1.222453e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266034 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166515 members 
Mstep: Class 10 contains 126135 members 
Mstep: Class 11 contains 28623 members 
Mstep: Class 12 contains 44918 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19761 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245296.000000 Penalty: 98657.695312
Iteration 252Q: 30 clusters Score -1.222453e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266029 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166516 members 
Mstep: Class 10 contains 126141 members 
Mstep: Class 11 contains 28623 members 
Mstep: Class 12 contains 44917 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19761 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245312.000000 Penalty: 98657.695312
Iteration 253Q: 30 clusters Score -1.222453e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266026 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52563 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166514 members 
Mstep: Class 10 contains 126147 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44916 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245280.000000 Penalty: 98657.695312
Iteration 254Q: 30 clusters Score -1.222453e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266026 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52563 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166514 members 
Mstep: Class 10 contains 126147 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44916 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19760 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245280.000000 Penalty: 98657.695312
Iteration 255Q: 30 clusters Score -1.222453e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266023 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166515 members 
Mstep: Class 10 contains 126152 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44916 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245288.000000 Penalty: 98657.695312
Iteration 256Q: 30 clusters Score -1.222453e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266017 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52563 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166517 members 
Mstep: Class 10 contains 126155 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44916 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245280.000000 Penalty: 98657.695312
Iteration 257Q: 30 clusters Score -1.222453e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266014 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166518 members 
Mstep: Class 10 contains 126159 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44915 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3591 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245320.000000 Penalty: 98657.695312
Iteration 258Q: 30 clusters Score -1.222453e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266009 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166519 members 
Mstep: Class 10 contains 126164 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44915 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245296.000000 Penalty: 98657.695312
Iteration 259Q: 30 clusters Score -1.222453e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266006 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166518 members 
Mstep: Class 10 contains 126168 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44915 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3590 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245296.000000 Penalty: 98657.695312
Iteration 260F: 30 clusters Score -1.222453e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 266004 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166520 members 
Mstep: Class 10 contains 126170 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44915 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20908 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19759 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245280.000000 Penalty: 98657.695312
Iteration 261Q: 30 clusters Score -1.222453e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265997 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166521 members 
Mstep: Class 10 contains 126178 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44915 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20907 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245320.000000 Penalty: 98657.695312
Iteration 262Q: 30 clusters Score -1.222453e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265987 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52563 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166525 members 
Mstep: Class 10 contains 126183 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44914 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20908 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19758 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245296.000000 Penalty: 98657.695312
Iteration 263Q: 30 clusters Score -1.222453e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265982 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25317 members 
Mstep: Class 9 contains 166525 members 
Mstep: Class 10 contains 126189 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20910 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19757 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245280.000000 Penalty: 98657.695312
Iteration 264Q: 30 clusters Score -1.222453e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265977 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 166523 members 
Mstep: Class 10 contains 126196 members 
Mstep: Class 11 contains 28623 members 
Mstep: Class 12 contains 44912 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19757 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28905 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245264.000000 Penalty: 98657.695312
Iteration 265Q: 30 clusters Score -1.222453e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265977 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 166526 members 
Mstep: Class 10 contains 126196 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44912 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20907 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19756 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245312.000000 Penalty: 98657.695312
Iteration 266Q: 30 clusters Score -1.222453e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265974 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52562 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 166527 members 
Mstep: Class 10 contains 126198 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44912 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20907 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245320.000000 Penalty: 98657.695312
Iteration 267Q: 30 clusters Score -1.222453e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265966 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52564 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 166528 members 
Mstep: Class 10 contains 126203 members 
Mstep: Class 11 contains 28622 members 
Mstep: Class 12 contains 44912 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20907 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245328.000000 Penalty: 98657.695312
Iteration 268Q: 30 clusters Score -1.222453e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265966 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33197 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52566 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 166528 members 
Mstep: Class 10 contains 126203 members 
Mstep: Class 11 contains 28621 members 
Mstep: Class 12 contains 44911 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20907 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245328.000000 Penalty: 98657.695312
Iteration 269Q: 30 clusters Score -1.222453e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265966 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33198 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52566 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 166526 members 
Mstep: Class 10 contains 126205 members 
Mstep: Class 11 contains 28620 members 
Mstep: Class 12 contains 44911 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20907 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245352.000000 Penalty: 98657.695312
Iteration 270Q: 30 clusters Score -1.222454e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265963 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 166525 members 
Mstep: Class 10 contains 126207 members 
Mstep: Class 11 contains 28619 members 
Mstep: Class 12 contains 44912 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20907 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28906 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245368.000000 Penalty: 98657.695312
Iteration 271Q: 30 clusters Score -1.222454e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265958 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 166525 members 
Mstep: Class 10 contains 126210 members 
Mstep: Class 11 contains 28618 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20907 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28908 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245400.000000 Penalty: 98657.695312
Iteration 272Q: 30 clusters Score -1.222454e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265954 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 166524 members 
Mstep: Class 10 contains 126215 members 
Mstep: Class 11 contains 28617 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20907 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28909 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245392.000000 Penalty: 98657.695312
Iteration 273Q: 30 clusters Score -1.222454e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265951 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 166523 members 
Mstep: Class 10 contains 126219 members 
Mstep: Class 11 contains 28616 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20907 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28910 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245392.000000 Penalty: 98657.695312
Iteration 274Q: 30 clusters Score -1.222454e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265948 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 166522 members 
Mstep: Class 10 contains 126221 members 
Mstep: Class 11 contains 28616 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20908 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28911 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245400.000000 Penalty: 98657.695312
Iteration 275Q: 30 clusters Score -1.222454e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265950 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 166521 members 
Mstep: Class 10 contains 126221 members 
Mstep: Class 11 contains 28616 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20906 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28912 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245432.000000 Penalty: 98657.695312
Iteration 276Q: 30 clusters Score -1.222454e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265951 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166520 members 
Mstep: Class 10 contains 126220 members 
Mstep: Class 11 contains 28616 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28913 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245424.000000 Penalty: 98657.695312
Iteration 277Q: 30 clusters Score -1.222454e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265951 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166520 members 
Mstep: Class 10 contains 126220 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245408.000000 Penalty: 98657.695312
Iteration 278Q: 30 clusters Score -1.222454e+08 nChanged 0
Entering ConstructFrom: 
Score: -122245408.000000 Penalty: 98657.695312
Entering ConstructFrom: 
Trying to split cluster 1 (265951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265951 members 
Entering Unmasked Estep 
Score: -37171516.000000 Penalty: 3097.784668
	Iteration 0F: 2 clusters Score -3.717152e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133122 members 
Mstep: Class 2 contains 132829 members 
Entering Unmasked Estep 
Score: -37013104.000000 Penalty: 6195.569336
	Iteration 0F: 3 clusters Score -3.70131e+07 nChanged 128698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136256 members 
Mstep: Class 2 contains 129695 members 
Entering Unmasked Estep 
Score: -37088824.000000 Penalty: 6195.569336
	Iteration 1F: 3 clusters Score -3.708882e+07 nChanged 7053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138893 members 
Mstep: Class 2 contains 127058 members 
Entering Unmasked Estep 
Score: -37090468.000000 Penalty: 6195.569336
	Iteration 2Q: 3 clusters Score -3.709047e+07 nChanged 8544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143153 members 
Mstep: Class 2 contains 122798 members 
Entering Unmasked Estep 
Score: -37093144.000000 Penalty: 6195.569336
	Iteration 3Q: 3 clusters Score -3.709314e+07 nChanged 11141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149794 members 
Mstep: Class 2 contains 116157 members 
Entering Unmasked Estep 
Score: -37097548.000000 Penalty: 6195.569336
	Iteration 4Q: 3 clusters Score -3.709755e+07 nChanged 14252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159128 members 
Mstep: Class 2 contains 106823 members 
Entering Unmasked Estep 
Score: -37104616.000000 Penalty: 6195.569336
	Iteration 5F: 3 clusters Score -3.710462e+07 nChanged 17264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171054 members 
Mstep: Class 2 contains 94897 members 
Entering Unmasked Estep 
Score: -37114708.000000 Penalty: 6195.569336
	Iteration 6F: 3 clusters Score -3.711471e+07 nChanged 18626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184420 members 
Mstep: Class 2 contains 81531 members 
Entering Unmasked Estep 
Score: -37126924.000000 Penalty: 6195.569336
	Iteration 7F: 3 clusters Score -3.712692e+07 nChanged 17388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197208 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -37138404.000000 Penalty: 6195.569336
	Iteration 8F: 3 clusters Score -3.71384e+07 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208239 members 
Mstep: Class 2 contains 57712 members 
Entering Unmasked Estep 
Score: -37147736.000000 Penalty: 6195.569336
	Iteration 9F: 3 clusters Score -3.714774e+07 nChanged 11220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217887 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -37155352.000000 Penalty: 6195.569336
	Iteration 10Q: 3 clusters Score -3.715535e+07 nChanged 8996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226335 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -37160732.000000 Penalty: 6195.569336
	Iteration 11Q: 3 clusters Score -3.716073e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233456 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -37164844.000000 Penalty: 6195.569336
	Iteration 12Q: 3 clusters Score -3.716484e+07 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240006 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -37168632.000000 Penalty: 6195.569336
	Iteration 13Q: 3 clusters Score -3.716863e+07 nChanged 6664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246670 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -37171140.000000 Penalty: 6195.569336
	Iteration 14Q: 3 clusters Score -3.717114e+07 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253257 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -37171880.000000 Penalty: 6195.569336
	Iteration 15Q: 3 clusters Score -3.717188e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258782 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -37171228.000000 Penalty: 6195.569336
	Iteration 16Q: 3 clusters Score -3.717123e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262545 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -37170208.000000 Penalty: 6195.569336
	Iteration 17Q: 3 clusters Score -3.717021e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264416 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -37169696.000000 Penalty: 6195.569336
	Iteration 18Q: 3 clusters Score -3.71697e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265145 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -37169304.000000 Penalty: 6195.569336
	Iteration 19Q: 3 clusters Score -3.71693e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265387 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -37169268.000000 Penalty: 6195.569336
	Iteration 20F: 3 clusters Score -3.716927e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265499 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37169256.000000 Penalty: 6195.569336
	Iteration 21Q: 3 clusters Score -3.716926e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265564 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -37169296.000000 Penalty: 6195.569336
	Iteration 22Q: 3 clusters Score -3.71693e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265585 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -37169284.000000 Penalty: 6195.569336
	Iteration 23Q: 3 clusters Score -3.716928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265601 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37169288.000000 Penalty: 6195.569336
	Iteration 24Q: 3 clusters Score -3.716929e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265607 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -37169268.000000 Penalty: 6195.569336
	Iteration 25Q: 3 clusters Score -3.716927e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265613 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -37169292.000000 Penalty: 6195.569336
	Iteration 26Q: 3 clusters Score -3.716929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265616 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -37169272.000000 Penalty: 6195.569336
	Iteration 27Q: 3 clusters Score -3.716927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265618 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -37169284.000000 Penalty: 6195.569336
	Iteration 28Q: 3 clusters Score -3.716928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265619 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37169276.000000 Penalty: 6195.569336
	Iteration 29Q: 3 clusters Score -3.716928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265619 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -37169276.000000 Penalty: 6195.569336
	Iteration 30F: 3 clusters Score -3.716928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Entering Unmasked Estep 
Score: -3947127.250000 Penalty: 2547.295898
	Iteration 0F: 2 clusters Score -3947127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3927486.500000 Penalty: 5094.591797
	Iteration 0F: 3 clusters Score -3927486 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3934380.500000 Penalty: 5094.591797
	Iteration 1F: 3 clusters Score -3934380 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -3935055.750000 Penalty: 5094.591797
	Iteration 2F: 3 clusters Score -3935056 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3935964.250000 Penalty: 5094.591797
	Iteration 3F: 3 clusters Score -3935964 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -3937191.750000 Penalty: 5094.591797
	Iteration 4F: 3 clusters Score -3937192 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -3938691.750000 Penalty: 5094.591797
	Iteration 5F: 3 clusters Score -3938692 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -3940127.500000 Penalty: 5094.591797
	Iteration 6F: 3 clusters Score -3940128 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -3941304.000000 Penalty: 5094.591797
	Iteration 7F: 3 clusters Score -3941304 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -3942178.500000 Penalty: 5094.591797
	Iteration 8Q: 3 clusters Score -3942178 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3942826.750000 Penalty: 5094.591797
	Iteration 9Q: 3 clusters Score -3942827 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -3943350.750000 Penalty: 5094.591797
	Iteration 10Q: 3 clusters Score -3943351 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -3943708.500000 Penalty: 5094.591797
	Iteration 11Q: 3 clusters Score -3943708 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3943980.500000 Penalty: 5094.591797
	Iteration 12Q: 3 clusters Score -3943980 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 26266 members 
Entering Unmasked Estep 
Score: -3944214.000000 Penalty: 5094.591797
	Iteration 13Q: 3 clusters Score -3944214 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -3944383.500000 Penalty: 5094.591797
	Iteration 14Q: 3 clusters Score -3944384 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -3944547.000000 Penalty: 5094.591797
	Iteration 15Q: 3 clusters Score -3944547 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -3944682.000000 Penalty: 5094.591797
	Iteration 16Q: 3 clusters Score -3944682 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3944787.000000 Penalty: 5094.591797
	Iteration 17Q: 3 clusters Score -3944787 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -3944865.250000 Penalty: 5094.591797
	Iteration 18Q: 3 clusters Score -3944865 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -3944927.250000 Penalty: 5094.591797
	Iteration 19Q: 3 clusters Score -3944927 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -3944953.500000 Penalty: 5094.591797
	Iteration 20F: 3 clusters Score -3944954 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3944991.750000 Penalty: 5094.591797
	Iteration 21Q: 3 clusters Score -3944992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -3945023.750000 Penalty: 5094.591797
	Iteration 22Q: 3 clusters Score -3945024 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3945041.500000 Penalty: 5094.591797
	Iteration 23Q: 3 clusters Score -3945042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3945057.750000 Penalty: 5094.591797
	Iteration 24Q: 3 clusters Score -3945058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 27765 members 
Entering Unmasked Estep 
Score: -3945069.750000 Penalty: 5094.591797
	Iteration 25Q: 3 clusters Score -3945070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3945074.500000 Penalty: 5094.591797
	Iteration 26Q: 3 clusters Score -3945074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3945090.000000 Penalty: 5094.591797
	Iteration 27Q: 3 clusters Score -3945090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 27818 members 
Entering Unmasked Estep 
Score: -3945101.250000 Penalty: 5094.591797
	Iteration 28Q: 3 clusters Score -3945101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -3945099.500000 Penalty: 5094.591797
	Iteration 29Q: 3 clusters Score -3945100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -3945102.500000 Penalty: 5094.591797
	Iteration 30Q: 3 clusters Score -3945102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -3945107.000000 Penalty: 5094.591797
	Iteration 31Q: 3 clusters Score -3945107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -3945115.500000 Penalty: 5094.591797
	Iteration 32Q: 3 clusters Score -3945116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3945118.250000 Penalty: 5094.591797
	Iteration 33Q: 3 clusters Score -3945118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -3945119.750000 Penalty: 5094.591797
	Iteration 34Q: 3 clusters Score -3945120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -3945119.500000 Penalty: 5094.591797
	Iteration 35Q: 3 clusters Score -3945120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -3945119.750000 Penalty: 5094.591797
	Iteration 36Q: 3 clusters Score -3945120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -3945125.250000 Penalty: 5094.591797
	Iteration 37Q: 3 clusters Score -3945125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -3945121.000000 Penalty: 5094.591797
	Iteration 38Q: 3 clusters Score -3945121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27883 members 
Entering Unmasked Estep 
Score: -3945127.750000 Penalty: 5094.591797
	Iteration 39Q: 3 clusters Score -3945128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -3945131.000000 Penalty: 5094.591797
	Iteration 40F: 3 clusters Score -3945131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -3945140.500000 Penalty: 5094.591797
	Iteration 41Q: 3 clusters Score -3945140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -3945145.250000 Penalty: 5094.591797
	Iteration 42Q: 3 clusters Score -3945145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -3945149.750000 Penalty: 5094.591797
	Iteration 43Q: 3 clusters Score -3945150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 27921 members 
Entering Unmasked Estep 
Score: -3945157.250000 Penalty: 5094.591797
	Iteration 44Q: 3 clusters Score -3945157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3945160.750000 Penalty: 5094.591797
	Iteration 45Q: 3 clusters Score -3945161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3945169.250000 Penalty: 5094.591797
	Iteration 46Q: 3 clusters Score -3945169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -3945176.750000 Penalty: 5094.591797
	Iteration 47Q: 3 clusters Score -3945177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -3945177.750000 Penalty: 5094.591797
	Iteration 48Q: 3 clusters Score -3945178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -3945181.500000 Penalty: 5094.591797
	Iteration 49Q: 3 clusters Score -3945182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -3945186.000000 Penalty: 5094.591797
	Iteration 50Q: 3 clusters Score -3945186 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3945186.750000 Penalty: 5094.591797
	Iteration 51Q: 3 clusters Score -3945187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -3945187.750000 Penalty: 5094.591797
	Iteration 52Q: 3 clusters Score -3945188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3945194.750000 Penalty: 5094.591797
	Iteration 53Q: 3 clusters Score -3945195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -3945193.000000 Penalty: 5094.591797
	Iteration 54Q: 3 clusters Score -3945193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -3945199.500000 Penalty: 5094.591797
	Iteration 55Q: 3 clusters Score -3945200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3945202.750000 Penalty: 5094.591797
	Iteration 56Q: 3 clusters Score -3945203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -3945200.750000 Penalty: 5094.591797
	Iteration 57Q: 3 clusters Score -3945201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -3945203.000000 Penalty: 5094.591797
	Iteration 58Q: 3 clusters Score -3945203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -3945202.750000 Penalty: 5094.591797
	Iteration 59Q: 3 clusters Score -3945203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -3945203.000000 Penalty: 5094.591797
	Iteration 60F: 3 clusters Score -3945203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Entering Unmasked Estep 
Score: -1511307.375000 Penalty: 2321.890137
	Iteration 0F: 2 clusters Score -1511307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1502637.125000 Penalty: 4643.780273
	Iteration 0F: 3 clusters Score -1502637 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1505265.250000 Penalty: 4643.780273
	Iteration 1F: 3 clusters Score -1505265 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1505590.125000 Penalty: 4643.780273
	Iteration 2F: 3 clusters Score -1505590 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1505837.000000 Penalty: 4643.780273
	Iteration 3Q: 3 clusters Score -1505837 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1506029.500000 Penalty: 4643.780273
	Iteration 4Q: 3 clusters Score -1506030 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1506185.375000 Penalty: 4643.780273
	Iteration 5Q: 3 clusters Score -1506185 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1506327.375000 Penalty: 4643.780273
	Iteration 6Q: 3 clusters Score -1506327 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1506440.750000 Penalty: 4643.780273
	Iteration 7Q: 3 clusters Score -1506441 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1506558.250000 Penalty: 4643.780273
	Iteration 8Q: 3 clusters Score -1506558 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1506675.625000 Penalty: 4643.780273
	Iteration 9Q: 3 clusters Score -1506676 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1506807.125000 Penalty: 4643.780273
	Iteration 10Q: 3 clusters Score -1506807 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1506948.375000 Penalty: 4643.780273
	Iteration 11Q: 3 clusters Score -1506948 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1507086.250000 Penalty: 4643.780273
	Iteration 12Q: 3 clusters Score -1507086 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1507221.875000 Penalty: 4643.780273
	Iteration 13Q: 3 clusters Score -1507222 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1507411.500000 Penalty: 4643.780273
	Iteration 14Q: 3 clusters Score -1507412 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1507633.250000 Penalty: 4643.780273
	Iteration 15Q: 3 clusters Score -1507633 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1507904.000000 Penalty: 4643.780273
	Iteration 16Q: 3 clusters Score -1507904 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1508169.000000 Penalty: 4643.780273
	Iteration 17Q: 3 clusters Score -1508169 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1508490.875000 Penalty: 4643.780273
	Iteration 18Q: 3 clusters Score -1508491 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1508778.625000 Penalty: 4643.780273
	Iteration 19Q: 3 clusters Score -1508779 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1509029.625000 Penalty: 4643.780273
	Iteration 20F: 3 clusters Score -1509030 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1509229.250000 Penalty: 4643.780273
	Iteration 21Q: 3 clusters Score -1509229 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1509351.000000 Penalty: 4643.780273
	Iteration 22Q: 3 clusters Score -1509351 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1509424.875000 Penalty: 4643.780273
	Iteration 23Q: 3 clusters Score -1509425 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1509505.500000 Penalty: 4643.780273
	Iteration 24Q: 3 clusters Score -1509506 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1509569.500000 Penalty: 4643.780273
	Iteration 25Q: 3 clusters Score -1509570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1509607.750000 Penalty: 4643.780273
	Iteration 26Q: 3 clusters Score -1509608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1509645.375000 Penalty: 4643.780273
	Iteration 27Q: 3 clusters Score -1509645 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1509673.750000 Penalty: 4643.780273
	Iteration 28Q: 3 clusters Score -1509674 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1509689.875000 Penalty: 4643.780273
	Iteration 29Q: 3 clusters Score -1509690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1509701.625000 Penalty: 4643.780273
	Iteration 30Q: 3 clusters Score -1509702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1509717.250000 Penalty: 4643.780273
	Iteration 31Q: 3 clusters Score -1509717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1509728.375000 Penalty: 4643.780273
	Iteration 32Q: 3 clusters Score -1509728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1509737.500000 Penalty: 4643.780273
	Iteration 33Q: 3 clusters Score -1509738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1509740.750000 Penalty: 4643.780273
	Iteration 34Q: 3 clusters Score -1509741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1509742.500000 Penalty: 4643.780273
	Iteration 35Q: 3 clusters Score -1509742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1509741.375000 Penalty: 4643.780273
	Iteration 36Q: 3 clusters Score -1509741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1509745.375000 Penalty: 4643.780273
	Iteration 37Q: 3 clusters Score -1509745 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1509748.750000 Penalty: 4643.780273
	Iteration 38Q: 3 clusters Score -1509749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1509751.250000 Penalty: 4643.780273
	Iteration 39Q: 3 clusters Score -1509751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1509751.625000 Penalty: 4643.780273
	Iteration 40F: 3 clusters Score -1509752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1509752.625000 Penalty: 4643.780273
	Iteration 41Q: 3 clusters Score -1509753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1509751.125000 Penalty: 4643.780273
	Iteration 42Q: 3 clusters Score -1509751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1509751.125000 Penalty: 4643.780273
	Iteration 43F: 3 clusters Score -1509751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Entering Unmasked Estep 
Score: -755978.812500 Penalty: 2142.661621
	Iteration 0F: 2 clusters Score -755978.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -751085.937500 Penalty: 4285.323242
	Iteration 0F: 3 clusters Score -751085.9 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -752614.625000 Penalty: 4285.323242
	Iteration 1F: 3 clusters Score -752614.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -753193.937500 Penalty: 4285.323242
	Iteration 2F: 3 clusters Score -753193.9 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -753608.687500 Penalty: 4285.323242
	Iteration 3F: 3 clusters Score -753608.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -753929.437500 Penalty: 4285.323242
	Iteration 4F: 3 clusters Score -753929.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -754135.250000 Penalty: 4285.323242
	Iteration 5Q: 3 clusters Score -754135.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -754265.562500 Penalty: 4285.323242
	Iteration 6Q: 3 clusters Score -754265.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -754340.375000 Penalty: 4285.323242
	Iteration 7Q: 3 clusters Score -754340.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -754406.562500 Penalty: 4285.323242
	Iteration 8Q: 3 clusters Score -754406.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -754444.062500 Penalty: 4285.323242
	Iteration 9Q: 3 clusters Score -754444.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -754474.875000 Penalty: 4285.323242
	Iteration 10Q: 3 clusters Score -754474.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -754499.312500 Penalty: 4285.323242
	Iteration 11Q: 3 clusters Score -754499.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -754515.562500 Penalty: 4285.323242
	Iteration 12Q: 3 clusters Score -754515.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -754529.000000 Penalty: 4285.323242
	Iteration 13Q: 3 clusters Score -754529 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -754538.250000 Penalty: 4285.323242
	Iteration 14Q: 3 clusters Score -754538.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -754551.312500 Penalty: 4285.323242
	Iteration 15Q: 3 clusters Score -754551.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -754562.437500 Penalty: 4285.323242
	Iteration 16Q: 3 clusters Score -754562.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -754571.312500 Penalty: 4285.323242
	Iteration 17Q: 3 clusters Score -754571.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -754579.000000 Penalty: 4285.323242
	Iteration 18Q: 3 clusters Score -754579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -754588.562500 Penalty: 4285.323242
	Iteration 19Q: 3 clusters Score -754588.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -754595.562500 Penalty: 4285.323242
	Iteration 20F: 3 clusters Score -754595.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -754601.812500 Penalty: 4285.323242
	Iteration 21Q: 3 clusters Score -754601.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -754604.812500 Penalty: 4285.323242
	Iteration 22Q: 3 clusters Score -754604.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -754607.187500 Penalty: 4285.323242
	Iteration 23Q: 3 clusters Score -754607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -754608.062500 Penalty: 4285.323242
	Iteration 24Q: 3 clusters Score -754608.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -754610.750000 Penalty: 4285.323242
	Iteration 25Q: 3 clusters Score -754610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -754612.812500 Penalty: 4285.323242
	Iteration 26Q: 3 clusters Score -754612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -754613.812500 Penalty: 4285.323242
	Iteration 27Q: 3 clusters Score -754613.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -754613.812500 Penalty: 4285.323242
	Iteration 28F: 3 clusters Score -754613.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Entering Unmasked Estep 
Score: -4488112.500000 Penalty: 2581.748291
	Iteration 0F: 2 clusters Score -4488112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4465413.500000 Penalty: 5163.496582
	Iteration 0F: 3 clusters Score -4465414 nChanged 15033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -4473738.000000 Penalty: 5163.496582
	Iteration 1F: 3 clusters Score -4473738 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -4474502.500000 Penalty: 5163.496582
	Iteration 2F: 3 clusters Score -4474502 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -4475440.000000 Penalty: 5163.496582
	Iteration 3F: 3 clusters Score -4475440 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -4476709.000000 Penalty: 5163.496582
	Iteration 4F: 3 clusters Score -4476709 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -4478269.000000 Penalty: 5163.496582
	Iteration 5F: 3 clusters Score -4478269 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -4479788.500000 Penalty: 5163.496582
	Iteration 6F: 3 clusters Score -4479788 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -4480833.500000 Penalty: 5163.496582
	Iteration 7F: 3 clusters Score -4480834 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -4481482.000000 Penalty: 5163.496582
	Iteration 8Q: 3 clusters Score -4481482 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -4481830.000000 Penalty: 5163.496582
	Iteration 9Q: 3 clusters Score -4481830 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -4482029.500000 Penalty: 5163.496582
	Iteration 10Q: 3 clusters Score -4482030 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -4482121.000000 Penalty: 5163.496582
	Iteration 11Q: 3 clusters Score -4482121 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -4482192.000000 Penalty: 5163.496582
	Iteration 12Q: 3 clusters Score -4482192 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -4482259.000000 Penalty: 5163.496582
	Iteration 13Q: 3 clusters Score -4482259 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -4482295.500000 Penalty: 5163.496582
	Iteration 14Q: 3 clusters Score -4482296 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -4482326.000000 Penalty: 5163.496582
	Iteration 15Q: 3 clusters Score -4482326 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -4482355.500000 Penalty: 5163.496582
	Iteration 16Q: 3 clusters Score -4482356 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -4482377.000000 Penalty: 5163.496582
	Iteration 17Q: 3 clusters Score -4482377 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -4482389.500000 Penalty: 5163.496582
	Iteration 18Q: 3 clusters Score -4482390 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -4482431.500000 Penalty: 5163.496582
	Iteration 19Q: 3 clusters Score -4482432 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -4482461.500000 Penalty: 5163.496582
	Iteration 20F: 3 clusters Score -4482462 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -4482494.000000 Penalty: 5163.496582
	Iteration 21Q: 3 clusters Score -4482494 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -4482545.500000 Penalty: 5163.496582
	Iteration 22Q: 3 clusters Score -4482546 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -4482591.500000 Penalty: 5163.496582
	Iteration 23Q: 3 clusters Score -4482592 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -4482632.500000 Penalty: 5163.496582
	Iteration 24Q: 3 clusters Score -4482632 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -4482725.000000 Penalty: 5163.496582
	Iteration 25Q: 3 clusters Score -4482725 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -4482814.000000 Penalty: 5163.496582
	Iteration 26Q: 3 clusters Score -4482814 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -4482955.000000 Penalty: 5163.496582
	Iteration 27Q: 3 clusters Score -4482955 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -4483099.000000 Penalty: 5163.496582
	Iteration 28Q: 3 clusters Score -4483099 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -4483334.000000 Penalty: 5163.496582
	Iteration 29Q: 3 clusters Score -4483334 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -4483639.500000 Penalty: 5163.496582
	Iteration 30Q: 3 clusters Score -4483640 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28024 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -4483941.000000 Penalty: 5163.496582
	Iteration 31Q: 3 clusters Score -4483941 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -4484251.000000 Penalty: 5163.496582
	Iteration 32Q: 3 clusters Score -4484251 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -4484553.500000 Penalty: 5163.496582
	Iteration 33Q: 3 clusters Score -4484554 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -4484861.500000 Penalty: 5163.496582
	Iteration 34Q: 3 clusters Score -4484862 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -4485111.500000 Penalty: 5163.496582
	Iteration 35Q: 3 clusters Score -4485112 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4485304.500000 Penalty: 5163.496582
	Iteration 36Q: 3 clusters Score -4485304 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31022 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -4485488.500000 Penalty: 5163.496582
	Iteration 37Q: 3 clusters Score -4485488 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -4485611.500000 Penalty: 5163.496582
	Iteration 38Q: 3 clusters Score -4485612 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4485706.000000 Penalty: 5163.496582
	Iteration 39Q: 3 clusters Score -4485706 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4485768.000000 Penalty: 5163.496582
	Iteration 40F: 3 clusters Score -4485768 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4485834.000000 Penalty: 5163.496582
	Iteration 41Q: 3 clusters Score -4485834 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4485872.000000 Penalty: 5163.496582
	Iteration 42Q: 3 clusters Score -4485872 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4485909.000000 Penalty: 5163.496582
	Iteration 43Q: 3 clusters Score -4485909 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4485922.000000 Penalty: 5163.496582
	Iteration 44Q: 3 clusters Score -4485922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4485943.000000 Penalty: 5163.496582
	Iteration 45Q: 3 clusters Score -4485943 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4485953.500000 Penalty: 5163.496582
	Iteration 46Q: 3 clusters Score -4485954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4485960.000000 Penalty: 5163.496582
	Iteration 47Q: 3 clusters Score -4485960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4485976.500000 Penalty: 5163.496582
	Iteration 48Q: 3 clusters Score -4485976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4485980.500000 Penalty: 5163.496582
	Iteration 49Q: 3 clusters Score -4485980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4485980.500000 Penalty: 5163.496582
	Iteration 50Q: 3 clusters Score -4485980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4485993.500000 Penalty: 5163.496582
	Iteration 51Q: 3 clusters Score -4485994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32193 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4485988.500000 Penalty: 5163.496582
	Iteration 52Q: 3 clusters Score -4485988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4485992.500000 Penalty: 5163.496582
	Iteration 53Q: 3 clusters Score -4485992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4485995.000000 Penalty: 5163.496582
	Iteration 54Q: 3 clusters Score -4485995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4485993.000000 Penalty: 5163.496582
	Iteration 55Q: 3 clusters Score -4485993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4486004.000000 Penalty: 5163.496582
	Iteration 56Q: 3 clusters Score -4486004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -4486001.500000 Penalty: 5163.496582
	Iteration 57Q: 3 clusters Score -4486002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4486005.500000 Penalty: 5163.496582
	Iteration 58Q: 3 clusters Score -4486006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4486008.500000 Penalty: 5163.496582
	Iteration 59Q: 3 clusters Score -4486008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4486013.000000 Penalty: 5163.496582
	Iteration 60F: 3 clusters Score -4486013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Entering Unmasked Estep 
Score: -704119.812500 Penalty: 2127.928223
	Iteration 0F: 2 clusters Score -704119.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -699369.625000 Penalty: 4255.856445
	Iteration 0F: 3 clusters Score -699369.6 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -700530.812500 Penalty: 4255.856445
	Iteration 1F: 3 clusters Score -700530.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -700754.937500 Penalty: 4255.856445
	Iteration 2F: 3 clusters Score -700754.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -700897.125000 Penalty: 4255.856445
	Iteration 3Q: 3 clusters Score -700897.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -700996.000000 Penalty: 4255.856445
	Iteration 4Q: 3 clusters Score -700996 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -701073.187500 Penalty: 4255.856445
	Iteration 5Q: 3 clusters Score -701073.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -701141.375000 Penalty: 4255.856445
	Iteration 6Q: 3 clusters Score -701141.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -701198.000000 Penalty: 4255.856445
	Iteration 7Q: 3 clusters Score -701198 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -701246.312500 Penalty: 4255.856445
	Iteration 8Q: 3 clusters Score -701246.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -701284.562500 Penalty: 4255.856445
	Iteration 9Q: 3 clusters Score -701284.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -701320.937500 Penalty: 4255.856445
	Iteration 10Q: 3 clusters Score -701320.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -701359.125000 Penalty: 4255.856445
	Iteration 11Q: 3 clusters Score -701359.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -701391.187500 Penalty: 4255.856445
	Iteration 12Q: 3 clusters Score -701391.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -701420.750000 Penalty: 4255.856445
	Iteration 13Q: 3 clusters Score -701420.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -701442.062500 Penalty: 4255.856445
	Iteration 14Q: 3 clusters Score -701442.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -701467.750000 Penalty: 4255.856445
	Iteration 15Q: 3 clusters Score -701467.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -701488.062500 Penalty: 4255.856445
	Iteration 16Q: 3 clusters Score -701488.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -701516.812500 Penalty: 4255.856445
	Iteration 17Q: 3 clusters Score -701516.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -701543.687500 Penalty: 4255.856445
	Iteration 18Q: 3 clusters Score -701543.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -701572.125000 Penalty: 4255.856445
	Iteration 19Q: 3 clusters Score -701572.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -701594.812500 Penalty: 4255.856445
	Iteration 20F: 3 clusters Score -701594.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -701620.187500 Penalty: 4255.856445
	Iteration 21Q: 3 clusters Score -701620.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -701637.625000 Penalty: 4255.856445
	Iteration 22Q: 3 clusters Score -701637.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -701648.812500 Penalty: 4255.856445
	Iteration 23Q: 3 clusters Score -701648.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -701661.562500 Penalty: 4255.856445
	Iteration 24Q: 3 clusters Score -701661.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -701673.062500 Penalty: 4255.856445
	Iteration 25Q: 3 clusters Score -701673.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -701683.687500 Penalty: 4255.856445
	Iteration 26Q: 3 clusters Score -701683.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -701694.437500 Penalty: 4255.856445
	Iteration 27Q: 3 clusters Score -701694.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -701702.312500 Penalty: 4255.856445
	Iteration 28Q: 3 clusters Score -701702.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -701705.375000 Penalty: 4255.856445
	Iteration 29Q: 3 clusters Score -701705.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -701711.875000 Penalty: 4255.856445
	Iteration 30Q: 3 clusters Score -701711.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -701715.062500 Penalty: 4255.856445
	Iteration 31Q: 3 clusters Score -701715.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -701720.812500 Penalty: 4255.856445
	Iteration 32Q: 3 clusters Score -701720.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -701725.937500 Penalty: 4255.856445
	Iteration 33Q: 3 clusters Score -701725.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -701737.625000 Penalty: 4255.856445
	Iteration 34Q: 3 clusters Score -701737.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -701753.562500 Penalty: 4255.856445
	Iteration 35Q: 3 clusters Score -701753.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -701765.375000 Penalty: 4255.856445
	Iteration 36Q: 3 clusters Score -701765.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -701780.187500 Penalty: 4255.856445
	Iteration 37Q: 3 clusters Score -701780.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -701792.625000 Penalty: 4255.856445
	Iteration 38Q: 3 clusters Score -701792.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -701808.000000 Penalty: 4255.856445
	Iteration 39Q: 3 clusters Score -701808 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -701825.687500 Penalty: 4255.856445
	Iteration 40F: 3 clusters Score -701825.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -701843.187500 Penalty: 4255.856445
	Iteration 41Q: 3 clusters Score -701843.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -701862.312500 Penalty: 4255.856445
	Iteration 42Q: 3 clusters Score -701862.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -701874.375000 Penalty: 4255.856445
	Iteration 43Q: 3 clusters Score -701874.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -701882.812500 Penalty: 4255.856445
	Iteration 44Q: 3 clusters Score -701882.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -701889.375000 Penalty: 4255.856445
	Iteration 45Q: 3 clusters Score -701889.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -701894.687500 Penalty: 4255.856445
	Iteration 46Q: 3 clusters Score -701894.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -701901.812500 Penalty: 4255.856445
	Iteration 47Q: 3 clusters Score -701901.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -701912.437500 Penalty: 4255.856445
	Iteration 48Q: 3 clusters Score -701912.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -701920.375000 Penalty: 4255.856445
	Iteration 49Q: 3 clusters Score -701920.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -701931.125000 Penalty: 4255.856445
	Iteration 50Q: 3 clusters Score -701931.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -701939.500000 Penalty: 4255.856445
	Iteration 51Q: 3 clusters Score -701939.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -701947.875000 Penalty: 4255.856445
	Iteration 52Q: 3 clusters Score -701947.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -701961.312500 Penalty: 4255.856445
	Iteration 53Q: 3 clusters Score -701961.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -701977.750000 Penalty: 4255.856445
	Iteration 54Q: 3 clusters Score -701977.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -701992.562500 Penalty: 4255.856445
	Iteration 55Q: 3 clusters Score -701992.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -702014.125000 Penalty: 4255.856445
	Iteration 56Q: 3 clusters Score -702014.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -702033.312500 Penalty: 4255.856445
	Iteration 57Q: 3 clusters Score -702033.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -702048.750000 Penalty: 4255.856445
	Iteration 58Q: 3 clusters Score -702048.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -702064.125000 Penalty: 4255.856445
	Iteration 59Q: 3 clusters Score -702064.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -702075.312500 Penalty: 4255.856445
	Iteration 60F: 3 clusters Score -702075.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -702082.437500 Penalty: 4255.856445
	Iteration 61Q: 3 clusters Score -702082.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -702090.187500 Penalty: 4255.856445
	Iteration 62Q: 3 clusters Score -702090.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -702095.562500 Penalty: 4255.856445
	Iteration 63Q: 3 clusters Score -702095.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -702098.062500 Penalty: 4255.856445
	Iteration 64Q: 3 clusters Score -702098.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -702102.750000 Penalty: 4255.856445
	Iteration 65Q: 3 clusters Score -702102.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -702105.312500 Penalty: 4255.856445
	Iteration 66Q: 3 clusters Score -702105.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -702106.687500 Penalty: 4255.856445
	Iteration 67Q: 3 clusters Score -702106.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -702110.000000 Penalty: 4255.856445
	Iteration 68Q: 3 clusters Score -702110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -702114.187500 Penalty: 4255.856445
	Iteration 69Q: 3 clusters Score -702114.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -702120.250000 Penalty: 4255.856445
	Iteration 70Q: 3 clusters Score -702120.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -702121.750000 Penalty: 4255.856445
	Iteration 71Q: 3 clusters Score -702121.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -702123.000000 Penalty: 4255.856445
	Iteration 72Q: 3 clusters Score -702123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -702123.875000 Penalty: 4255.856445
	Iteration 73Q: 3 clusters Score -702123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -702123.687500 Penalty: 4255.856445
	Iteration 74Q: 3 clusters Score -702123.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -702123.687500 Penalty: 4255.856445
	Iteration 75F: 3 clusters Score -702123.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Entering Unmasked Estep 
Score: -6980300.500000 Penalty: 2695.721191
	Iteration 0F: 2 clusters Score -6980300 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -6944781.000000 Penalty: 5391.442383
	Iteration 0F: 3 clusters Score -6944781 nChanged 24358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -6958910.000000 Penalty: 5391.442383
	Iteration 1F: 3 clusters Score -6958910 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -6960312.500000 Penalty: 5391.442383
	Iteration 2F: 3 clusters Score -6960312 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -6962554.000000 Penalty: 5391.442383
	Iteration 3F: 3 clusters Score -6962554 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -6965285.500000 Penalty: 5391.442383
	Iteration 4F: 3 clusters Score -6965286 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -6967983.000000 Penalty: 5391.442383
	Iteration 5F: 3 clusters Score -6967983 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -6970101.500000 Penalty: 5391.442383
	Iteration 6F: 3 clusters Score -6970102 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -6971657.500000 Penalty: 5391.442383
	Iteration 7Q: 3 clusters Score -6971658 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -6972993.000000 Penalty: 5391.442383
	Iteration 8Q: 3 clusters Score -6972993 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -6974108.500000 Penalty: 5391.442383
	Iteration 9Q: 3 clusters Score -6974108 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -6974824.000000 Penalty: 5391.442383
	Iteration 10Q: 3 clusters Score -6974824 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -6975216.500000 Penalty: 5391.442383
	Iteration 11Q: 3 clusters Score -6975216 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 41282 members 
Entering Unmasked Estep 
Score: -6975428.500000 Penalty: 5391.442383
	Iteration 12Q: 3 clusters Score -6975428 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 41711 members 
Entering Unmasked Estep 
Score: -6975585.500000 Penalty: 5391.442383
	Iteration 13Q: 3 clusters Score -6975586 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -6975711.500000 Penalty: 5391.442383
	Iteration 14Q: 3 clusters Score -6975712 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -6975791.500000 Penalty: 5391.442383
	Iteration 15Q: 3 clusters Score -6975792 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -6975928.000000 Penalty: 5391.442383
	Iteration 16Q: 3 clusters Score -6975928 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -6976042.500000 Penalty: 5391.442383
	Iteration 17Q: 3 clusters Score -6976042 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -6976142.000000 Penalty: 5391.442383
	Iteration 18Q: 3 clusters Score -6976142 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -6976238.500000 Penalty: 5391.442383
	Iteration 19Q: 3 clusters Score -6976238 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -6976371.500000 Penalty: 5391.442383
	Iteration 20F: 3 clusters Score -6976372 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -6976468.500000 Penalty: 5391.442383
	Iteration 21Q: 3 clusters Score -6976468 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -6976600.000000 Penalty: 5391.442383
	Iteration 22Q: 3 clusters Score -6976600 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -6976758.500000 Penalty: 5391.442383
	Iteration 23Q: 3 clusters Score -6976758 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -6976850.000000 Penalty: 5391.442383
	Iteration 24Q: 3 clusters Score -6976850 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -6976971.000000 Penalty: 5391.442383
	Iteration 25Q: 3 clusters Score -6976971 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -6977060.000000 Penalty: 5391.442383
	Iteration 26Q: 3 clusters Score -6977060 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -6977184.500000 Penalty: 5391.442383
	Iteration 27Q: 3 clusters Score -6977184 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -6977300.000000 Penalty: 5391.442383
	Iteration 28Q: 3 clusters Score -6977300 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -6977392.000000 Penalty: 5391.442383
	Iteration 29Q: 3 clusters Score -6977392 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 48077 members 
Entering Unmasked Estep 
Score: -6977483.000000 Penalty: 5391.442383
	Iteration 30Q: 3 clusters Score -6977483 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -6977584.000000 Penalty: 5391.442383
	Iteration 31Q: 3 clusters Score -6977584 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
Score: -6977654.500000 Penalty: 5391.442383
	Iteration 32Q: 3 clusters Score -6977654 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 48779 members 
Entering Unmasked Estep 
Score: -6977714.500000 Penalty: 5391.442383
	Iteration 33Q: 3 clusters Score -6977714 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 48963 members 
Entering Unmasked Estep 
Score: -6977758.500000 Penalty: 5391.442383
	Iteration 34Q: 3 clusters Score -6977758 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -6977811.000000 Penalty: 5391.442383
	Iteration 35Q: 3 clusters Score -6977811 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 49304 members 
Entering Unmasked Estep 
Score: -6977854.500000 Penalty: 5391.442383
	Iteration 36Q: 3 clusters Score -6977854 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -6977891.000000 Penalty: 5391.442383
	Iteration 37Q: 3 clusters Score -6977891 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -6977933.000000 Penalty: 5391.442383
	Iteration 38Q: 3 clusters Score -6977933 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -6977962.500000 Penalty: 5391.442383
	Iteration 39Q: 3 clusters Score -6977962 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 49927 members 
Entering Unmasked Estep 
Score: -6978009.000000 Penalty: 5391.442383
	Iteration 40F: 3 clusters Score -6978009 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -6978042.000000 Penalty: 5391.442383
	Iteration 41Q: 3 clusters Score -6978042 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 50141 members 
Entering Unmasked Estep 
Score: -6978045.000000 Penalty: 5391.442383
	Iteration 42Q: 3 clusters Score -6978045 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -6978086.000000 Penalty: 5391.442383
	Iteration 43Q: 3 clusters Score -6978086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 50292 members 
Entering Unmasked Estep 
Score: -6978097.000000 Penalty: 5391.442383
	Iteration 44Q: 3 clusters Score -6978097 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -6978138.000000 Penalty: 5391.442383
	Iteration 45Q: 3 clusters Score -6978138 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -6978143.000000 Penalty: 5391.442383
	Iteration 46Q: 3 clusters Score -6978143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -6978160.500000 Penalty: 5391.442383
	Iteration 47Q: 3 clusters Score -6978160 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 50504 members 
Entering Unmasked Estep 
Score: -6978161.000000 Penalty: 5391.442383
	Iteration 48Q: 3 clusters Score -6978161 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -6978158.500000 Penalty: 5391.442383
	Iteration 49Q: 3 clusters Score -6978158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -6978169.000000 Penalty: 5391.442383
	Iteration 50Q: 3 clusters Score -6978169 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 50596 members 
Entering Unmasked Estep 
Score: -6978178.500000 Penalty: 5391.442383
	Iteration 51Q: 3 clusters Score -6978178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -6978185.500000 Penalty: 5391.442383
	Iteration 52Q: 3 clusters Score -6978186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -6978195.500000 Penalty: 5391.442383
	Iteration 53Q: 3 clusters Score -6978196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -6978201.500000 Penalty: 5391.442383
	Iteration 54Q: 3 clusters Score -6978202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -6978200.000000 Penalty: 5391.442383
	Iteration 55Q: 3 clusters Score -6978200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 50688 members 
Entering Unmasked Estep 
Score: -6978203.000000 Penalty: 5391.442383
	Iteration 56Q: 3 clusters Score -6978203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 50696 members 
Entering Unmasked Estep 
Score: -6978202.000000 Penalty: 5391.442383
	Iteration 57Q: 3 clusters Score -6978202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 50701 members 
Entering Unmasked Estep 
Score: -6978214.500000 Penalty: 5391.442383
	Iteration 58Q: 3 clusters Score -6978214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 50706 members 
Entering Unmasked Estep 
Score: -6978211.500000 Penalty: 5391.442383
	Iteration 59Q: 3 clusters Score -6978212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -6978206.500000 Penalty: 5391.442383
	Iteration 60F: 3 clusters Score -6978206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -6978201.500000 Penalty: 5391.442383
	Iteration 61Q: 3 clusters Score -6978202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -6978204.000000 Penalty: 5391.442383
	Iteration 62Q: 3 clusters Score -6978204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 50725 members 
Entering Unmasked Estep 
Score: -6978207.500000 Penalty: 5391.442383
	Iteration 63Q: 3 clusters Score -6978208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 50730 members 
Entering Unmasked Estep 
Score: -6978211.000000 Penalty: 5391.442383
	Iteration 64Q: 3 clusters Score -6978211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 50731 members 
Entering Unmasked Estep 
Score: -6978210.500000 Penalty: 5391.442383
	Iteration 65Q: 3 clusters Score -6978210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -6978215.500000 Penalty: 5391.442383
	Iteration 66Q: 3 clusters Score -6978216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 50737 members 
Entering Unmasked Estep 
Score: -6978212.000000 Penalty: 5391.442383
	Iteration 67Q: 3 clusters Score -6978212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -6978214.000000 Penalty: 5391.442383
	Iteration 68Q: 3 clusters Score -6978214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 50739 members 
Entering Unmasked Estep 
Score: -6978208.500000 Penalty: 5391.442383
	Iteration 69Q: 3 clusters Score -6978208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -6978211.000000 Penalty: 5391.442383
	Iteration 70Q: 3 clusters Score -6978211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 50743 members 
Entering Unmasked Estep 
Score: -6978216.500000 Penalty: 5391.442383
	Iteration 71Q: 3 clusters Score -6978216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -6978213.500000 Penalty: 5391.442383
	Iteration 72Q: 3 clusters Score -6978214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -6978213.000000 Penalty: 5391.442383
	Iteration 73Q: 3 clusters Score -6978213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -6978207.000000 Penalty: 5391.442383
	Iteration 74Q: 3 clusters Score -6978207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -6978209.000000 Penalty: 5391.442383
	Iteration 75Q: 3 clusters Score -6978209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 50771 members 
Entering Unmasked Estep 
Score: -6978215.500000 Penalty: 5391.442383
	Iteration 76Q: 3 clusters Score -6978216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -6978215.500000 Penalty: 5391.442383
	Iteration 77Q: 3 clusters Score -6978216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 50776 members 
Entering Unmasked Estep 
Score: -6978216.500000 Penalty: 5391.442383
	Iteration 78Q: 3 clusters Score -6978216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -6978222.500000 Penalty: 5391.442383
	Iteration 79Q: 3 clusters Score -6978222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -6978217.500000 Penalty: 5391.442383
	Iteration 80F: 3 clusters Score -6978218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -6978216.000000 Penalty: 5391.442383
	Iteration 81Q: 3 clusters Score -6978216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 50784 members 
Entering Unmasked Estep 
Score: -6978216.000000 Penalty: 5391.442383
	Iteration 82F: 3 clusters Score -6978216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Entering Unmasked Estep 
Score: -3425368.500000 Penalty: 2514.549072
	Iteration 0F: 2 clusters Score -3425368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3407808.500000 Penalty: 5029.098145
	Iteration 0F: 3 clusters Score -3407808 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3414279.250000 Penalty: 5029.098145
	Iteration 1F: 3 clusters Score -3414279 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -3415004.250000 Penalty: 5029.098145
	Iteration 2F: 3 clusters Score -3415004 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3415882.250000 Penalty: 5029.098145
	Iteration 3F: 3 clusters Score -3415882 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -3416929.500000 Penalty: 5029.098145
	Iteration 4F: 3 clusters Score -3416930 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -3418256.750000 Penalty: 5029.098145
	Iteration 5F: 3 clusters Score -3418257 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3419902.750000 Penalty: 5029.098145
	Iteration 6F: 3 clusters Score -3419903 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3421835.250000 Penalty: 5029.098145
	Iteration 7F: 3 clusters Score -3421835 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -3423674.250000 Penalty: 5029.098145
	Iteration 8F: 3 clusters Score -3423674 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3425015.250000 Penalty: 5029.098145
	Iteration 9Q: 3 clusters Score -3425015 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -3425554.000000 Penalty: 5029.098145
	Iteration 10Q: 3 clusters Score -3425554 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -3425772.000000 Penalty: 5029.098145
	Iteration 11Q: 3 clusters Score -3425772 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3425852.250000 Penalty: 5029.098145
	Iteration 12Q: 3 clusters Score -3425852 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3425899.250000 Penalty: 5029.098145
	Iteration 13Q: 3 clusters Score -3425899 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3425912.000000 Penalty: 5029.098145
	Iteration 14Q: 3 clusters Score -3425912 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -3425918.250000 Penalty: 5029.098145
	Iteration 15Q: 3 clusters Score -3425918 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -3425921.500000 Penalty: 5029.098145
	Iteration 16Q: 3 clusters Score -3425922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3425926.250000 Penalty: 5029.098145
	Iteration 17Q: 3 clusters Score -3425926 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -3425928.500000 Penalty: 5029.098145
	Iteration 18Q: 3 clusters Score -3425928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -3425929.000000 Penalty: 5029.098145
	Iteration 19Q: 3 clusters Score -3425929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3425931.000000 Penalty: 5029.098145
	Iteration 20F: 3 clusters Score -3425931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -3425931.750000 Penalty: 5029.098145
	Iteration 21Q: 3 clusters Score -3425932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3425929.000000 Penalty: 5029.098145
	Iteration 22Q: 3 clusters Score -3425929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -3425929.750000 Penalty: 5029.098145
	Iteration 23Q: 3 clusters Score -3425930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3425933.750000 Penalty: 5029.098145
	Iteration 24Q: 3 clusters Score -3425934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -3425933.750000 Penalty: 5029.098145
	Iteration 25Q: 3 clusters Score -3425934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -3425935.750000 Penalty: 5029.098145
	Iteration 26Q: 3 clusters Score -3425936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -3425939.750000 Penalty: 5029.098145
	Iteration 27Q: 3 clusters Score -3425940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -3425934.250000 Penalty: 5029.098145
	Iteration 28Q: 3 clusters Score -3425934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3425931.000000 Penalty: 5029.098145
	Iteration 29Q: 3 clusters Score -3425931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -3425929.750000 Penalty: 5029.098145
	Iteration 30Q: 3 clusters Score -3425930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3425933.250000 Penalty: 5029.098145
	Iteration 31Q: 3 clusters Score -3425933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3425933.250000 Penalty: 5029.098145
	Iteration 32F: 3 clusters Score -3425933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265951 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 7106 members 
Mstep: Class 9 contains 166520 members 
Mstep: Class 10 contains 126220 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 1138 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Mstep: Class 30 contains 18213 members 
Entering Unmasked Estep 
Score: -122244872.000000 Penalty: 102059.687500
Splitting cluster 8 changes total score from -122245408.000000 to -122244872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (166520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166520 members 
Entering Unmasked Estep 
Score: -22792282.000000 Penalty: 2981.672119
	Iteration 0F: 2 clusters Score -2.279228e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83404 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -22684932.000000 Penalty: 5963.344238
	Iteration 0F: 3 clusters Score -2.268493e+07 nChanged 79793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84067 members 
Mstep: Class 2 contains 82453 members 
Entering Unmasked Estep 
Score: -22731874.000000 Penalty: 5963.344238
	Iteration 1F: 3 clusters Score -2.273187e+07 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83832 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -22733724.000000 Penalty: 5963.344238
	Iteration 2Q: 3 clusters Score -2.273372e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83311 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -22736360.000000 Penalty: 5963.344238
	Iteration 3Q: 3 clusters Score -2.273636e+07 nChanged 7956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 83707 members 
Entering Unmasked Estep 
Score: -22739600.000000 Penalty: 5963.344238
	Iteration 4Q: 3 clusters Score -2.27396e+07 nChanged 8654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 84077 members 
Entering Unmasked Estep 
Score: -22743404.000000 Penalty: 5963.344238
	Iteration 5F: 3 clusters Score -2.27434e+07 nChanged 8830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82505 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -22747304.000000 Penalty: 5963.344238
	Iteration 6F: 3 clusters Score -2.27473e+07 nChanged 8481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83302 members 
Mstep: Class 2 contains 83218 members 
Entering Unmasked Estep 
Score: -22751010.000000 Penalty: 5963.344238
	Iteration 7F: 3 clusters Score -2.275101e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84943 members 
Mstep: Class 2 contains 81577 members 
Entering Unmasked Estep 
Score: -22754030.000000 Penalty: 5963.344238
	Iteration 8Q: 3 clusters Score -2.275403e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87566 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -22756534.000000 Penalty: 5963.344238
	Iteration 9Q: 3 clusters Score -2.275653e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91160 members 
Mstep: Class 2 contains 75360 members 
Entering Unmasked Estep 
Score: -22758980.000000 Penalty: 5963.344238
	Iteration 10Q: 3 clusters Score -2.275898e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95773 members 
Mstep: Class 2 contains 70747 members 
Entering Unmasked Estep 
Score: -22761476.000000 Penalty: 5963.344238
	Iteration 11Q: 3 clusters Score -2.276148e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101402 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -22764558.000000 Penalty: 5963.344238
	Iteration 12Q: 3 clusters Score -2.276456e+07 nChanged 6764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107808 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -22767744.000000 Penalty: 5963.344238
	Iteration 13Q: 3 clusters Score -2.276774e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114843 members 
Mstep: Class 2 contains 51677 members 
Entering Unmasked Estep 
Score: -22771174.000000 Penalty: 5963.344238
	Iteration 14Q: 3 clusters Score -2.277117e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121983 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -22774902.000000 Penalty: 5963.344238
	Iteration 15Q: 3 clusters Score -2.27749e+07 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129066 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -22778428.000000 Penalty: 5963.344238
	Iteration 16Q: 3 clusters Score -2.277843e+07 nChanged 6536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135584 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -22781722.000000 Penalty: 5963.344238
	Iteration 17Q: 3 clusters Score -2.278172e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141144 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -22784280.000000 Penalty: 5963.344238
	Iteration 18Q: 3 clusters Score -2.278428e+07 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145725 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -22786090.000000 Penalty: 5963.344238
	Iteration 19Q: 3 clusters Score -2.278609e+07 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149386 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -22787422.000000 Penalty: 5963.344238
	Iteration 20F: 3 clusters Score -2.278742e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152330 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -22788594.000000 Penalty: 5963.344238
	Iteration 21Q: 3 clusters Score -2.278859e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154512 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -22789640.000000 Penalty: 5963.344238
	Iteration 22Q: 3 clusters Score -2.278964e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156117 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -22790190.000000 Penalty: 5963.344238
	Iteration 23Q: 3 clusters Score -2.279019e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157258 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -22790496.000000 Penalty: 5963.344238
	Iteration 24Q: 3 clusters Score -2.27905e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158108 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -22790756.000000 Penalty: 5963.344238
	Iteration 25Q: 3 clusters Score -2.279076e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158739 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -22790970.000000 Penalty: 5963.344238
	Iteration 26Q: 3 clusters Score -2.279097e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159220 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -22791054.000000 Penalty: 5963.344238
	Iteration 27Q: 3 clusters Score -2.279105e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159606 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -22791158.000000 Penalty: 5963.344238
	Iteration 28Q: 3 clusters Score -2.279116e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159928 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -22791148.000000 Penalty: 5963.344238
	Iteration 29Q: 3 clusters Score -2.279115e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160160 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -22791166.000000 Penalty: 5963.344238
	Iteration 30Q: 3 clusters Score -2.279117e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160371 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -22791162.000000 Penalty: 5963.344238
	Iteration 31Q: 3 clusters Score -2.279116e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160553 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -22791172.000000 Penalty: 5963.344238
	Iteration 32Q: 3 clusters Score -2.279117e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160704 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -22791150.000000 Penalty: 5963.344238
	Iteration 33Q: 3 clusters Score -2.279115e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160826 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -22791152.000000 Penalty: 5963.344238
	Iteration 34Q: 3 clusters Score -2.279115e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160934 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -22791138.000000 Penalty: 5963.344238
	Iteration 35Q: 3 clusters Score -2.279114e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161035 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -22791166.000000 Penalty: 5963.344238
	Iteration 36Q: 3 clusters Score -2.279117e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161127 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -22791224.000000 Penalty: 5963.344238
	Iteration 37Q: 3 clusters Score -2.279122e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161221 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -22791212.000000 Penalty: 5963.344238
	Iteration 38Q: 3 clusters Score -2.279121e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161304 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -22791208.000000 Penalty: 5963.344238
	Iteration 39Q: 3 clusters Score -2.279121e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161373 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -22791208.000000 Penalty: 5963.344238
	Iteration 40F: 3 clusters Score -2.279121e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161422 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -22791216.000000 Penalty: 5963.344238
	Iteration 41Q: 3 clusters Score -2.279122e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161460 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -22791224.000000 Penalty: 5963.344238
	Iteration 42Q: 3 clusters Score -2.279122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161498 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -22791236.000000 Penalty: 5963.344238
	Iteration 43Q: 3 clusters Score -2.279124e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161528 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -22791234.000000 Penalty: 5963.344238
	Iteration 44Q: 3 clusters Score -2.279123e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161553 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -22791212.000000 Penalty: 5963.344238
	Iteration 45Q: 3 clusters Score -2.279121e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161575 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -22791230.000000 Penalty: 5963.344238
	Iteration 46Q: 3 clusters Score -2.279123e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161593 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -22791224.000000 Penalty: 5963.344238
	Iteration 47Q: 3 clusters Score -2.279122e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161623 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -22791212.000000 Penalty: 5963.344238
	Iteration 48Q: 3 clusters Score -2.279121e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161640 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -22791228.000000 Penalty: 5963.344238
	Iteration 49Q: 3 clusters Score -2.279123e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161664 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -22791236.000000 Penalty: 5963.344238
	Iteration 50Q: 3 clusters Score -2.279124e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161682 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -22791244.000000 Penalty: 5963.344238
	Iteration 51Q: 3 clusters Score -2.279124e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161709 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -22791264.000000 Penalty: 5963.344238
	Iteration 52Q: 3 clusters Score -2.279126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161722 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -22791278.000000 Penalty: 5963.344238
	Iteration 53Q: 3 clusters Score -2.279128e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161731 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -22791282.000000 Penalty: 5963.344238
	Iteration 54Q: 3 clusters Score -2.279128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161743 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -22791274.000000 Penalty: 5963.344238
	Iteration 55Q: 3 clusters Score -2.279127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161756 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -22791272.000000 Penalty: 5963.344238
	Iteration 56Q: 3 clusters Score -2.279127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161767 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -22791288.000000 Penalty: 5963.344238
	Iteration 57Q: 3 clusters Score -2.279129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161780 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -22791316.000000 Penalty: 5963.344238
	Iteration 58Q: 3 clusters Score -2.279132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161793 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -22791294.000000 Penalty: 5963.344238
	Iteration 59Q: 3 clusters Score -2.279129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161803 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -22791320.000000 Penalty: 5963.344238
	Iteration 60F: 3 clusters Score -2.279132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161813 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -22791294.000000 Penalty: 5963.344238
	Iteration 61Q: 3 clusters Score -2.279129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161823 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -22791304.000000 Penalty: 5963.344238
	Iteration 62Q: 3 clusters Score -2.27913e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161835 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -22791308.000000 Penalty: 5963.344238
	Iteration 63Q: 3 clusters Score -2.279131e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161842 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -22791296.000000 Penalty: 5963.344238
	Iteration 64Q: 3 clusters Score -2.27913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161854 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -22791302.000000 Penalty: 5963.344238
	Iteration 65Q: 3 clusters Score -2.27913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161861 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -22791300.000000 Penalty: 5963.344238
	Iteration 66Q: 3 clusters Score -2.27913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161864 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -22791316.000000 Penalty: 5963.344238
	Iteration 67Q: 3 clusters Score -2.279132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161867 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -22791300.000000 Penalty: 5963.344238
	Iteration 68Q: 3 clusters Score -2.27913e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161872 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -22791302.000000 Penalty: 5963.344238
	Iteration 69Q: 3 clusters Score -2.27913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161873 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -22791294.000000 Penalty: 5963.344238
	Iteration 70Q: 3 clusters Score -2.279129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161875 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -22791282.000000 Penalty: 5963.344238
	Iteration 71Q: 3 clusters Score -2.279128e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161881 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -22791286.000000 Penalty: 5963.344238
	Iteration 72Q: 3 clusters Score -2.279129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161886 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -22791290.000000 Penalty: 5963.344238
	Iteration 73Q: 3 clusters Score -2.279129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161887 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -22791290.000000 Penalty: 5963.344238
	Iteration 74Q: 3 clusters Score -2.279129e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161887 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -22791290.000000 Penalty: 5963.344238
	Iteration 75F: 3 clusters Score -2.279129e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (126220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126220 members 
Entering Unmasked Estep 
Score: -17434440.000000 Penalty: 2912.953857
	Iteration 0F: 2 clusters Score -1.743444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 63192 members 
Entering Unmasked Estep 
Score: -17349882.000000 Penalty: 5825.907715
	Iteration 0F: 3 clusters Score -1.734988e+07 nChanged 60036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Mstep: Class 2 contains 64214 members 
Entering Unmasked Estep 
Score: -17384598.000000 Penalty: 5825.907715
	Iteration 1F: 3 clusters Score -1.73846e+07 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 64995 members 
Entering Unmasked Estep 
Score: -17385734.000000 Penalty: 5825.907715
	Iteration 2Q: 3 clusters Score -1.738573e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 66324 members 
Entering Unmasked Estep 
Score: -17387040.000000 Penalty: 5825.907715
	Iteration 3Q: 3 clusters Score -1.738704e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 68405 members 
Entering Unmasked Estep 
Score: -17389028.000000 Penalty: 5825.907715
	Iteration 4Q: 3 clusters Score -1.738903e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 71471 members 
Entering Unmasked Estep 
Score: -17391812.000000 Penalty: 5825.907715
	Iteration 5Q: 3 clusters Score -1.739181e+07 nChanged 7412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 75875 members 
Entering Unmasked Estep 
Score: -17396416.000000 Penalty: 5825.907715
	Iteration 6F: 3 clusters Score -1.739642e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 81466 members 
Entering Unmasked Estep 
Score: -17402712.000000 Penalty: 5825.907715
	Iteration 7F: 3 clusters Score -1.740271e+07 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 87279 members 
Entering Unmasked Estep 
Score: -17410286.000000 Penalty: 5825.907715
	Iteration 8F: 3 clusters Score -1.741029e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 92028 members 
Entering Unmasked Estep 
Score: -17417024.000000 Penalty: 5825.907715
	Iteration 9F: 3 clusters Score -1.741702e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 95472 members 
Entering Unmasked Estep 
Score: -17421454.000000 Penalty: 5825.907715
	Iteration 10Q: 3 clusters Score -1.742145e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 98218 members 
Entering Unmasked Estep 
Score: -17423868.000000 Penalty: 5825.907715
	Iteration 11Q: 3 clusters Score -1.742387e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 100629 members 
Entering Unmasked Estep 
Score: -17425502.000000 Penalty: 5825.907715
	Iteration 12Q: 3 clusters Score -1.74255e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 102842 members 
Entering Unmasked Estep 
Score: -17426944.000000 Penalty: 5825.907715
	Iteration 13Q: 3 clusters Score -1.742694e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 104744 members 
Entering Unmasked Estep 
Score: -17428030.000000 Penalty: 5825.907715
	Iteration 14Q: 3 clusters Score -1.742803e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 106340 members 
Entering Unmasked Estep 
Score: -17428868.000000 Penalty: 5825.907715
	Iteration 15Q: 3 clusters Score -1.742887e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 107743 members 
Entering Unmasked Estep 
Score: -17429466.000000 Penalty: 5825.907715
	Iteration 16Q: 3 clusters Score -1.742947e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 108961 members 
Entering Unmasked Estep 
Score: -17429984.000000 Penalty: 5825.907715
	Iteration 17Q: 3 clusters Score -1.742998e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 109943 members 
Entering Unmasked Estep 
Score: -17430310.000000 Penalty: 5825.907715
	Iteration 18Q: 3 clusters Score -1.743031e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 110811 members 
Entering Unmasked Estep 
Score: -17430558.000000 Penalty: 5825.907715
	Iteration 19Q: 3 clusters Score -1.743056e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 111532 members 
Entering Unmasked Estep 
Score: -17430690.000000 Penalty: 5825.907715
	Iteration 20F: 3 clusters Score -1.743069e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 112177 members 
Entering Unmasked Estep 
Score: -17430786.000000 Penalty: 5825.907715
	Iteration 21Q: 3 clusters Score -1.743079e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 112771 members 
Entering Unmasked Estep 
Score: -17430886.000000 Penalty: 5825.907715
	Iteration 22Q: 3 clusters Score -1.743089e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 113315 members 
Entering Unmasked Estep 
Score: -17430988.000000 Penalty: 5825.907715
	Iteration 23Q: 3 clusters Score -1.743099e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 113793 members 
Entering Unmasked Estep 
Score: -17431036.000000 Penalty: 5825.907715
	Iteration 24Q: 3 clusters Score -1.743104e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 114262 members 
Entering Unmasked Estep 
Score: -17431100.000000 Penalty: 5825.907715
	Iteration 25Q: 3 clusters Score -1.74311e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 114679 members 
Entering Unmasked Estep 
Score: -17431180.000000 Penalty: 5825.907715
	Iteration 26Q: 3 clusters Score -1.743118e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 115069 members 
Entering Unmasked Estep 
Score: -17431250.000000 Penalty: 5825.907715
	Iteration 27Q: 3 clusters Score -1.743125e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 115429 members 
Entering Unmasked Estep 
Score: -17431262.000000 Penalty: 5825.907715
	Iteration 28Q: 3 clusters Score -1.743126e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 115773 members 
Entering Unmasked Estep 
Score: -17431336.000000 Penalty: 5825.907715
	Iteration 29Q: 3 clusters Score -1.743134e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 116054 members 
Entering Unmasked Estep 
Score: -17431390.000000 Penalty: 5825.907715
	Iteration 30Q: 3 clusters Score -1.743139e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 116322 members 
Entering Unmasked Estep 
Score: -17431434.000000 Penalty: 5825.907715
	Iteration 31Q: 3 clusters Score -1.743143e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 116596 members 
Entering Unmasked Estep 
Score: -17431464.000000 Penalty: 5825.907715
	Iteration 32Q: 3 clusters Score -1.743146e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 116822 members 
Entering Unmasked Estep 
Score: -17431540.000000 Penalty: 5825.907715
	Iteration 33Q: 3 clusters Score -1.743154e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 117019 members 
Entering Unmasked Estep 
Score: -17431550.000000 Penalty: 5825.907715
	Iteration 34Q: 3 clusters Score -1.743155e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 117202 members 
Entering Unmasked Estep 
Score: -17431540.000000 Penalty: 5825.907715
	Iteration 35Q: 3 clusters Score -1.743154e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 117363 members 
Entering Unmasked Estep 
Score: -17431550.000000 Penalty: 5825.907715
	Iteration 36Q: 3 clusters Score -1.743155e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 117502 members 
Entering Unmasked Estep 
Score: -17431568.000000 Penalty: 5825.907715
	Iteration 37Q: 3 clusters Score -1.743157e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 117629 members 
Entering Unmasked Estep 
Score: -17431592.000000 Penalty: 5825.907715
	Iteration 38Q: 3 clusters Score -1.743159e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 117750 members 
Entering Unmasked Estep 
Score: -17431598.000000 Penalty: 5825.907715
	Iteration 39Q: 3 clusters Score -1.74316e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 117864 members 
Entering Unmasked Estep 
Score: -17431614.000000 Penalty: 5825.907715
	Iteration 40F: 3 clusters Score -1.743161e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 117972 members 
Entering Unmasked Estep 
Score: -17431606.000000 Penalty: 5825.907715
	Iteration 41Q: 3 clusters Score -1.743161e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 118072 members 
Entering Unmasked Estep 
Score: -17431594.000000 Penalty: 5825.907715
	Iteration 42Q: 3 clusters Score -1.743159e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 118171 members 
Entering Unmasked Estep 
Score: -17431600.000000 Penalty: 5825.907715
	Iteration 43Q: 3 clusters Score -1.74316e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 118245 members 
Entering Unmasked Estep 
Score: -17431634.000000 Penalty: 5825.907715
	Iteration 44Q: 3 clusters Score -1.743163e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 118319 members 
Entering Unmasked Estep 
Score: -17431674.000000 Penalty: 5825.907715
	Iteration 45Q: 3 clusters Score -1.743167e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 118408 members 
Entering Unmasked Estep 
Score: -17431674.000000 Penalty: 5825.907715
	Iteration 46Q: 3 clusters Score -1.743167e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 118484 members 
Entering Unmasked Estep 
Score: -17431676.000000 Penalty: 5825.907715
	Iteration 47Q: 3 clusters Score -1.743168e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 118568 members 
Entering Unmasked Estep 
Score: -17431678.000000 Penalty: 5825.907715
	Iteration 48Q: 3 clusters Score -1.743168e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 118645 members 
Entering Unmasked Estep 
Score: -17431700.000000 Penalty: 5825.907715
	Iteration 49Q: 3 clusters Score -1.74317e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 118717 members 
Entering Unmasked Estep 
Score: -17431712.000000 Penalty: 5825.907715
	Iteration 50Q: 3 clusters Score -1.743171e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 118800 members 
Entering Unmasked Estep 
Score: -17431710.000000 Penalty: 5825.907715
	Iteration 51Q: 3 clusters Score -1.743171e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 118885 members 
Entering Unmasked Estep 
Score: -17431688.000000 Penalty: 5825.907715
	Iteration 52Q: 3 clusters Score -1.743169e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 118947 members 
Entering Unmasked Estep 
Score: -17431710.000000 Penalty: 5825.907715
	Iteration 53Q: 3 clusters Score -1.743171e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 119013 members 
Entering Unmasked Estep 
Score: -17431736.000000 Penalty: 5825.907715
	Iteration 54Q: 3 clusters Score -1.743174e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 119083 members 
Entering Unmasked Estep 
Score: -17431754.000000 Penalty: 5825.907715
	Iteration 55Q: 3 clusters Score -1.743175e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 119143 members 
Entering Unmasked Estep 
Score: -17431752.000000 Penalty: 5825.907715
	Iteration 56Q: 3 clusters Score -1.743175e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 119205 members 
Entering Unmasked Estep 
Score: -17431750.000000 Penalty: 5825.907715
	Iteration 57Q: 3 clusters Score -1.743175e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 119270 members 
Entering Unmasked Estep 
Score: -17431762.000000 Penalty: 5825.907715
	Iteration 58Q: 3 clusters Score -1.743176e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 119335 members 
Entering Unmasked Estep 
Score: -17431754.000000 Penalty: 5825.907715
	Iteration 59Q: 3 clusters Score -1.743175e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 119399 members 
Entering Unmasked Estep 
Score: -17431804.000000 Penalty: 5825.907715
	Iteration 60F: 3 clusters Score -1.74318e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 119460 members 
Entering Unmasked Estep 
Score: -17431802.000000 Penalty: 5825.907715
	Iteration 61Q: 3 clusters Score -1.74318e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 119511 members 
Entering Unmasked Estep 
Score: -17431810.000000 Penalty: 5825.907715
	Iteration 62Q: 3 clusters Score -1.743181e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 119557 members 
Entering Unmasked Estep 
Score: -17431818.000000 Penalty: 5825.907715
	Iteration 63Q: 3 clusters Score -1.743182e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 119582 members 
Entering Unmasked Estep 
Score: -17431848.000000 Penalty: 5825.907715
	Iteration 64Q: 3 clusters Score -1.743185e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 119610 members 
Entering Unmasked Estep 
Score: -17431846.000000 Penalty: 5825.907715
	Iteration 65Q: 3 clusters Score -1.743185e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 119641 members 
Entering Unmasked Estep 
Score: -17431848.000000 Penalty: 5825.907715
	Iteration 66Q: 3 clusters Score -1.743185e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 119668 members 
Entering Unmasked Estep 
Score: -17431818.000000 Penalty: 5825.907715
	Iteration 67Q: 3 clusters Score -1.743182e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 119701 members 
Entering Unmasked Estep 
Score: -17431820.000000 Penalty: 5825.907715
	Iteration 68Q: 3 clusters Score -1.743182e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 119734 members 
Entering Unmasked Estep 
Score: -17431832.000000 Penalty: 5825.907715
	Iteration 69Q: 3 clusters Score -1.743183e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 119769 members 
Entering Unmasked Estep 
Score: -17431842.000000 Penalty: 5825.907715
	Iteration 70Q: 3 clusters Score -1.743184e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 119798 members 
Entering Unmasked Estep 
Score: -17431814.000000 Penalty: 5825.907715
	Iteration 71Q: 3 clusters Score -1.743181e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 119828 members 
Entering Unmasked Estep 
Score: -17431812.000000 Penalty: 5825.907715
	Iteration 72Q: 3 clusters Score -1.743181e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 119863 members 
Entering Unmasked Estep 
Score: -17431832.000000 Penalty: 5825.907715
	Iteration 73Q: 3 clusters Score -1.743183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 119894 members 
Entering Unmasked Estep 
Score: -17431848.000000 Penalty: 5825.907715
	Iteration 74Q: 3 clusters Score -1.743185e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 119932 members 
Entering Unmasked Estep 
Score: -17431866.000000 Penalty: 5825.907715
	Iteration 75Q: 3 clusters Score -1.743187e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 119960 members 
Entering Unmasked Estep 
Score: -17431858.000000 Penalty: 5825.907715
	Iteration 76Q: 3 clusters Score -1.743186e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 119985 members 
Entering Unmasked Estep 
Score: -17431858.000000 Penalty: 5825.907715
	Iteration 77Q: 3 clusters Score -1.743186e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 120013 members 
Entering Unmasked Estep 
Score: -17431856.000000 Penalty: 5825.907715
	Iteration 78Q: 3 clusters Score -1.743186e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 120042 members 
Entering Unmasked Estep 
Score: -17431850.000000 Penalty: 5825.907715
	Iteration 79Q: 3 clusters Score -1.743185e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 120074 members 
Entering Unmasked Estep 
Score: -17431854.000000 Penalty: 5825.907715
	Iteration 80F: 3 clusters Score -1.743185e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 120112 members 
Entering Unmasked Estep 
Score: -17431876.000000 Penalty: 5825.907715
	Iteration 81Q: 3 clusters Score -1.743188e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 120144 members 
Entering Unmasked Estep 
Score: -17431876.000000 Penalty: 5825.907715
	Iteration 82Q: 3 clusters Score -1.743188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 120174 members 
Entering Unmasked Estep 
Score: -17431878.000000 Penalty: 5825.907715
	Iteration 83Q: 3 clusters Score -1.743188e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 120196 members 
Entering Unmasked Estep 
Score: -17431878.000000 Penalty: 5825.907715
	Iteration 84Q: 3 clusters Score -1.743188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 120226 members 
Entering Unmasked Estep 
Score: -17431882.000000 Penalty: 5825.907715
	Iteration 85Q: 3 clusters Score -1.743188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 120261 members 
Entering Unmasked Estep 
Score: -17431884.000000 Penalty: 5825.907715
	Iteration 86Q: 3 clusters Score -1.743188e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 120299 members 
Entering Unmasked Estep 
Score: -17431880.000000 Penalty: 5825.907715
	Iteration 87Q: 3 clusters Score -1.743188e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 120332 members 
Entering Unmasked Estep 
Score: -17431910.000000 Penalty: 5825.907715
	Iteration 88Q: 3 clusters Score -1.743191e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 120375 members 
Entering Unmasked Estep 
Score: -17431926.000000 Penalty: 5825.907715
	Iteration 89Q: 3 clusters Score -1.743193e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 120421 members 
Entering Unmasked Estep 
Score: -17431920.000000 Penalty: 5825.907715
	Iteration 90Q: 3 clusters Score -1.743192e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 120474 members 
Entering Unmasked Estep 
Score: -17431942.000000 Penalty: 5825.907715
	Iteration 91Q: 3 clusters Score -1.743194e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 120540 members 
Entering Unmasked Estep 
Score: -17431986.000000 Penalty: 5825.907715
	Iteration 92Q: 3 clusters Score -1.743199e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 120608 members 
Entering Unmasked Estep 
Score: -17431982.000000 Penalty: 5825.907715
	Iteration 93Q: 3 clusters Score -1.743198e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 120675 members 
Entering Unmasked Estep 
Score: -17431982.000000 Penalty: 5825.907715
	Iteration 94Q: 3 clusters Score -1.743198e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 120734 members 
Entering Unmasked Estep 
Score: -17431982.000000 Penalty: 5825.907715
	Iteration 95Q: 3 clusters Score -1.743198e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 120787 members 
Entering Unmasked Estep 
Score: -17432004.000000 Penalty: 5825.907715
	Iteration 96Q: 3 clusters Score -1.7432e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 120841 members 
Entering Unmasked Estep 
Score: -17432006.000000 Penalty: 5825.907715
	Iteration 97Q: 3 clusters Score -1.743201e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 120907 members 
Entering Unmasked Estep 
Score: -17431976.000000 Penalty: 5825.907715
	Iteration 98Q: 3 clusters Score -1.743198e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 120986 members 
Entering Unmasked Estep 
Score: -17432014.000000 Penalty: 5825.907715
	Iteration 99Q: 3 clusters Score -1.743201e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 121064 members 
Entering Unmasked Estep 
Score: -17431998.000000 Penalty: 5825.907715
	Iteration 100F: 3 clusters Score -1.7432e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 121160 members 
Entering Unmasked Estep 
Score: -17432012.000000 Penalty: 5825.907715
	Iteration 101Q: 3 clusters Score -1.743201e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 121258 members 
Entering Unmasked Estep 
Score: -17431990.000000 Penalty: 5825.907715
	Iteration 102Q: 3 clusters Score -1.743199e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 121357 members 
Entering Unmasked Estep 
Score: -17431992.000000 Penalty: 5825.907715
	Iteration 103Q: 3 clusters Score -1.743199e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 121451 members 
Entering Unmasked Estep 
Score: -17432026.000000 Penalty: 5825.907715
	Iteration 104Q: 3 clusters Score -1.743203e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 121533 members 
Entering Unmasked Estep 
Score: -17432050.000000 Penalty: 5825.907715
	Iteration 105Q: 3 clusters Score -1.743205e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 121614 members 
Entering Unmasked Estep 
Score: -17432052.000000 Penalty: 5825.907715
	Iteration 106Q: 3 clusters Score -1.743205e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 121679 members 
Entering Unmasked Estep 
Score: -17432082.000000 Penalty: 5825.907715
	Iteration 107Q: 3 clusters Score -1.743208e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 121739 members 
Entering Unmasked Estep 
Score: -17432092.000000 Penalty: 5825.907715
	Iteration 108Q: 3 clusters Score -1.743209e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 121808 members 
Entering Unmasked Estep 
Score: -17432102.000000 Penalty: 5825.907715
	Iteration 109Q: 3 clusters Score -1.74321e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 121865 members 
Entering Unmasked Estep 
Score: -17432118.000000 Penalty: 5825.907715
	Iteration 110Q: 3 clusters Score -1.743212e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 121922 members 
Entering Unmasked Estep 
Score: -17432112.000000 Penalty: 5825.907715
	Iteration 111Q: 3 clusters Score -1.743211e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 121987 members 
Entering Unmasked Estep 
Score: -17432102.000000 Penalty: 5825.907715
	Iteration 112Q: 3 clusters Score -1.74321e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 122042 members 
Entering Unmasked Estep 
Score: -17432112.000000 Penalty: 5825.907715
	Iteration 113Q: 3 clusters Score -1.743211e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 122090 members 
Entering Unmasked Estep 
Score: -17432134.000000 Penalty: 5825.907715
	Iteration 114Q: 3 clusters Score -1.743213e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 122126 members 
Entering Unmasked Estep 
Score: -17432128.000000 Penalty: 5825.907715
	Iteration 115Q: 3 clusters Score -1.743213e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 122175 members 
Entering Unmasked Estep 
Score: -17432138.000000 Penalty: 5825.907715
	Iteration 116Q: 3 clusters Score -1.743214e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 122212 members 
Entering Unmasked Estep 
Score: -17432164.000000 Penalty: 5825.907715
	Iteration 117Q: 3 clusters Score -1.743216e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 122240 members 
Entering Unmasked Estep 
Score: -17432150.000000 Penalty: 5825.907715
	Iteration 118Q: 3 clusters Score -1.743215e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 122262 members 
Entering Unmasked Estep 
Score: -17432162.000000 Penalty: 5825.907715
	Iteration 119Q: 3 clusters Score -1.743216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 122277 members 
Entering Unmasked Estep 
Score: -17432160.000000 Penalty: 5825.907715
	Iteration 120F: 3 clusters Score -1.743216e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 122292 members 
Entering Unmasked Estep 
Score: -17432176.000000 Penalty: 5825.907715
	Iteration 121Q: 3 clusters Score -1.743218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 122302 members 
Entering Unmasked Estep 
Score: -17432182.000000 Penalty: 5825.907715
	Iteration 122Q: 3 clusters Score -1.743218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 122315 members 
Entering Unmasked Estep 
Score: -17432176.000000 Penalty: 5825.907715
	Iteration 123Q: 3 clusters Score -1.743218e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 122329 members 
Entering Unmasked Estep 
Score: -17432172.000000 Penalty: 5825.907715
	Iteration 124Q: 3 clusters Score -1.743217e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 122344 members 
Entering Unmasked Estep 
Score: -17432172.000000 Penalty: 5825.907715
	Iteration 125Q: 3 clusters Score -1.743217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 122356 members 
Entering Unmasked Estep 
Score: -17432172.000000 Penalty: 5825.907715
	Iteration 126Q: 3 clusters Score -1.743217e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 122370 members 
Entering Unmasked Estep 
Score: -17432184.000000 Penalty: 5825.907715
	Iteration 127Q: 3 clusters Score -1.743218e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 122382 members 
Entering Unmasked Estep 
Score: -17432184.000000 Penalty: 5825.907715
	Iteration 128Q: 3 clusters Score -1.743218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 122395 members 
Entering Unmasked Estep 
Score: -17432194.000000 Penalty: 5825.907715
	Iteration 129Q: 3 clusters Score -1.743219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 122400 members 
Entering Unmasked Estep 
Score: -17432192.000000 Penalty: 5825.907715
	Iteration 130Q: 3 clusters Score -1.743219e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 122406 members 
Entering Unmasked Estep 
Score: -17432190.000000 Penalty: 5825.907715
	Iteration 131Q: 3 clusters Score -1.743219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 122409 members 
Entering Unmasked Estep 
Score: -17432186.000000 Penalty: 5825.907715
	Iteration 132Q: 3 clusters Score -1.743219e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 122411 members 
Entering Unmasked Estep 
Score: -17432188.000000 Penalty: 5825.907715
	Iteration 133Q: 3 clusters Score -1.743219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 122415 members 
Entering Unmasked Estep 
Score: -17432186.000000 Penalty: 5825.907715
	Iteration 134Q: 3 clusters Score -1.743219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 122420 members 
Entering Unmasked Estep 
Score: -17432192.000000 Penalty: 5825.907715
	Iteration 135Q: 3 clusters Score -1.743219e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 122421 members 
Entering Unmasked Estep 
Score: -17432190.000000 Penalty: 5825.907715
	Iteration 136Q: 3 clusters Score -1.743219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 122424 members 
Entering Unmasked Estep 
Score: -17432184.000000 Penalty: 5825.907715
	Iteration 137Q: 3 clusters Score -1.743218e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 122430 members 
Entering Unmasked Estep 
Score: -17432190.000000 Penalty: 5825.907715
	Iteration 138Q: 3 clusters Score -1.743219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 122435 members 
Entering Unmasked Estep 
Score: -17432190.000000 Penalty: 5825.907715
	Iteration 139Q: 3 clusters Score -1.743219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 122440 members 
Entering Unmasked Estep 
Score: -17432186.000000 Penalty: 5825.907715
	Iteration 140F: 3 clusters Score -1.743219e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 122443 members 
Entering Unmasked Estep 
Score: -17432188.000000 Penalty: 5825.907715
	Iteration 141Q: 3 clusters Score -1.743219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 122448 members 
Entering Unmasked Estep 
Score: -17432196.000000 Penalty: 5825.907715
	Iteration 142Q: 3 clusters Score -1.74322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 122456 members 
Entering Unmasked Estep 
Score: -17432202.000000 Penalty: 5825.907715
	Iteration 143Q: 3 clusters Score -1.74322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 122465 members 
Entering Unmasked Estep 
Score: -17432204.000000 Penalty: 5825.907715
	Iteration 144Q: 3 clusters Score -1.74322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 122473 members 
Entering Unmasked Estep 
Score: -17432200.000000 Penalty: 5825.907715
	Iteration 145Q: 3 clusters Score -1.74322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 122478 members 
Entering Unmasked Estep 
Score: -17432190.000000 Penalty: 5825.907715
	Iteration 146Q: 3 clusters Score -1.743219e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 122484 members 
Entering Unmasked Estep 
Score: -17432206.000000 Penalty: 5825.907715
	Iteration 147Q: 3 clusters Score -1.743221e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 122486 members 
Entering Unmasked Estep 
Score: -17432208.000000 Penalty: 5825.907715
	Iteration 148Q: 3 clusters Score -1.743221e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -17432200.000000 Penalty: 5825.907715
	Iteration 149Q: 3 clusters Score -1.74322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 122486 members 
Entering Unmasked Estep 
Score: -17432204.000000 Penalty: 5825.907715
	Iteration 150Q: 3 clusters Score -1.74322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 122486 members 
Entering Unmasked Estep 
Score: -17432204.000000 Penalty: 5825.907715
	Iteration 151F: 3 clusters Score -1.74322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Entering Unmasked Estep 
Score: -3582828.000000 Penalty: 2544.898193
	Iteration 0F: 2 clusters Score -3582828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -3563276.750000 Penalty: 5089.796387
	Iteration 0F: 3 clusters Score -3563277 nChanged 12992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -3571079.750000 Penalty: 5089.796387
	Iteration 1F: 3 clusters Score -3571080 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3572282.000000 Penalty: 5089.796387
	Iteration 2F: 3 clusters Score -3572282 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -3573670.500000 Penalty: 5089.796387
	Iteration 3F: 3 clusters Score -3573670 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3575130.250000 Penalty: 5089.796387
	Iteration 4F: 3 clusters Score -3575130 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -3576499.250000 Penalty: 5089.796387
	Iteration 5F: 3 clusters Score -3576499 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -3577561.750000 Penalty: 5089.796387
	Iteration 6F: 3 clusters Score -3577562 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -3578237.500000 Penalty: 5089.796387
	Iteration 7Q: 3 clusters Score -3578238 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -3578658.000000 Penalty: 5089.796387
	Iteration 8Q: 3 clusters Score -3578658 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3578942.250000 Penalty: 5089.796387
	Iteration 9Q: 3 clusters Score -3578942 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -3579124.250000 Penalty: 5089.796387
	Iteration 10Q: 3 clusters Score -3579124 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3579256.750000 Penalty: 5089.796387
	Iteration 11Q: 3 clusters Score -3579257 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -3579385.750000 Penalty: 5089.796387
	Iteration 12Q: 3 clusters Score -3579386 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -3579465.000000 Penalty: 5089.796387
	Iteration 13Q: 3 clusters Score -3579465 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -3579591.250000 Penalty: 5089.796387
	Iteration 14Q: 3 clusters Score -3579591 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -3579673.250000 Penalty: 5089.796387
	Iteration 15Q: 3 clusters Score -3579673 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -3579776.250000 Penalty: 5089.796387
	Iteration 16Q: 3 clusters Score -3579776 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -3579867.000000 Penalty: 5089.796387
	Iteration 17Q: 3 clusters Score -3579867 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -3579993.250000 Penalty: 5089.796387
	Iteration 18Q: 3 clusters Score -3579993 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -3580120.500000 Penalty: 5089.796387
	Iteration 19Q: 3 clusters Score -3580120 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3580237.000000 Penalty: 5089.796387
	Iteration 20F: 3 clusters Score -3580237 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3580353.500000 Penalty: 5089.796387
	Iteration 21Q: 3 clusters Score -3580354 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3580465.250000 Penalty: 5089.796387
	Iteration 22Q: 3 clusters Score -3580465 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3580550.250000 Penalty: 5089.796387
	Iteration 23Q: 3 clusters Score -3580550 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -3580640.000000 Penalty: 5089.796387
	Iteration 24Q: 3 clusters Score -3580640 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -3580747.500000 Penalty: 5089.796387
	Iteration 25Q: 3 clusters Score -3580748 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3580877.500000 Penalty: 5089.796387
	Iteration 26Q: 3 clusters Score -3580878 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -3580971.750000 Penalty: 5089.796387
	Iteration 27Q: 3 clusters Score -3580972 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -3581051.250000 Penalty: 5089.796387
	Iteration 28Q: 3 clusters Score -3581051 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3581145.750000 Penalty: 5089.796387
	Iteration 29Q: 3 clusters Score -3581146 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -3581223.250000 Penalty: 5089.796387
	Iteration 30Q: 3 clusters Score -3581223 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -3581297.000000 Penalty: 5089.796387
	Iteration 31Q: 3 clusters Score -3581297 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3581354.250000 Penalty: 5089.796387
	Iteration 32Q: 3 clusters Score -3581354 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3581416.750000 Penalty: 5089.796387
	Iteration 33Q: 3 clusters Score -3581417 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3581457.250000 Penalty: 5089.796387
	Iteration 34Q: 3 clusters Score -3581457 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -3581499.500000 Penalty: 5089.796387
	Iteration 35Q: 3 clusters Score -3581500 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -3581540.250000 Penalty: 5089.796387
	Iteration 36Q: 3 clusters Score -3581540 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3581578.750000 Penalty: 5089.796387
	Iteration 37Q: 3 clusters Score -3581579 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3581617.750000 Penalty: 5089.796387
	Iteration 38Q: 3 clusters Score -3581618 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -3581659.250000 Penalty: 5089.796387
	Iteration 39Q: 3 clusters Score -3581659 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -3581690.250000 Penalty: 5089.796387
	Iteration 40F: 3 clusters Score -3581690 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3581720.250000 Penalty: 5089.796387
	Iteration 41Q: 3 clusters Score -3581720 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -3581733.000000 Penalty: 5089.796387
	Iteration 42Q: 3 clusters Score -3581733 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -3581771.750000 Penalty: 5089.796387
	Iteration 43Q: 3 clusters Score -3581772 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3581824.750000 Penalty: 5089.796387
	Iteration 44Q: 3 clusters Score -3581825 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3581858.750000 Penalty: 5089.796387
	Iteration 45Q: 3 clusters Score -3581859 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -3581880.250000 Penalty: 5089.796387
	Iteration 46Q: 3 clusters Score -3581880 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3581913.750000 Penalty: 5089.796387
	Iteration 47Q: 3 clusters Score -3581914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 25690 members 
Entering Unmasked Estep 
Score: -3581928.000000 Penalty: 5089.796387
	Iteration 48Q: 3 clusters Score -3581928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3581949.750000 Penalty: 5089.796387
	Iteration 49Q: 3 clusters Score -3581950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -3581953.250000 Penalty: 5089.796387
	Iteration 50Q: 3 clusters Score -3581953 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -3581964.750000 Penalty: 5089.796387
	Iteration 51Q: 3 clusters Score -3581965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3581967.500000 Penalty: 5089.796387
	Iteration 52Q: 3 clusters Score -3581968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -3581967.000000 Penalty: 5089.796387
	Iteration 53Q: 3 clusters Score -3581967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3581971.500000 Penalty: 5089.796387
	Iteration 54Q: 3 clusters Score -3581972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -3581974.000000 Penalty: 5089.796387
	Iteration 55Q: 3 clusters Score -3581974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -3581978.250000 Penalty: 5089.796387
	Iteration 56Q: 3 clusters Score -3581978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -3581976.000000 Penalty: 5089.796387
	Iteration 57Q: 3 clusters Score -3581976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -3581984.000000 Penalty: 5089.796387
	Iteration 58Q: 3 clusters Score -3581984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3581987.500000 Penalty: 5089.796387
	Iteration 59Q: 3 clusters Score -3581988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3581984.500000 Penalty: 5089.796387
	Iteration 60F: 3 clusters Score -3581984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -3581982.750000 Penalty: 5089.796387
	Iteration 61Q: 3 clusters Score -3581983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3581980.500000 Penalty: 5089.796387
	Iteration 62Q: 3 clusters Score -3581980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -3581984.250000 Penalty: 5089.796387
	Iteration 63Q: 3 clusters Score -3581984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -3581984.250000 Penalty: 5089.796387
	Iteration 64Q: 3 clusters Score -3581984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -3581984.750000 Penalty: 5089.796387
	Iteration 65Q: 3 clusters Score -3581985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3581985.000000 Penalty: 5089.796387
	Iteration 66Q: 3 clusters Score -3581985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -3581985.000000 Penalty: 5089.796387
	Iteration 67F: 3 clusters Score -3581985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44913 members 
Entering Unmasked Estep 
Score: -6217701.500000 Penalty: 2656.695557
	Iteration 0F: 2 clusters Score -6217702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -6187256.000000 Penalty: 5313.391113
	Iteration 0F: 3 clusters Score -6187256 nChanged 20625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -6198538.500000 Penalty: 5313.391113
	Iteration 1F: 3 clusters Score -6198538 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -6199212.000000 Penalty: 5313.391113
	Iteration 2Q: 3 clusters Score -6199212 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -6199919.000000 Penalty: 5313.391113
	Iteration 3Q: 3 clusters Score -6199919 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -6200930.500000 Penalty: 5313.391113
	Iteration 4Q: 3 clusters Score -6200930 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -6202154.000000 Penalty: 5313.391113
	Iteration 5F: 3 clusters Score -6202154 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -6203713.000000 Penalty: 5313.391113
	Iteration 6F: 3 clusters Score -6203713 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -6205315.500000 Penalty: 5313.391113
	Iteration 7F: 3 clusters Score -6205316 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -6206654.500000 Penalty: 5313.391113
	Iteration 8F: 3 clusters Score -6206654 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -6207461.500000 Penalty: 5313.391113
	Iteration 9Q: 3 clusters Score -6207462 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -6208012.500000 Penalty: 5313.391113
	Iteration 10Q: 3 clusters Score -6208012 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -6208372.000000 Penalty: 5313.391113
	Iteration 11Q: 3 clusters Score -6208372 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -6208638.500000 Penalty: 5313.391113
	Iteration 12Q: 3 clusters Score -6208638 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -6208942.000000 Penalty: 5313.391113
	Iteration 13Q: 3 clusters Score -6208942 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -6209147.000000 Penalty: 5313.391113
	Iteration 14Q: 3 clusters Score -6209147 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -6209374.500000 Penalty: 5313.391113
	Iteration 15Q: 3 clusters Score -6209374 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -6209659.500000 Penalty: 5313.391113
	Iteration 16Q: 3 clusters Score -6209660 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -6209926.500000 Penalty: 5313.391113
	Iteration 17Q: 3 clusters Score -6209926 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -6210293.000000 Penalty: 5313.391113
	Iteration 18Q: 3 clusters Score -6210293 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -6210727.500000 Penalty: 5313.391113
	Iteration 19Q: 3 clusters Score -6210728 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -6211213.500000 Penalty: 5313.391113
	Iteration 20F: 3 clusters Score -6211214 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -6211738.000000 Penalty: 5313.391113
	Iteration 21Q: 3 clusters Score -6211738 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -6212319.000000 Penalty: 5313.391113
	Iteration 22Q: 3 clusters Score -6212319 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -6212913.000000 Penalty: 5313.391113
	Iteration 23Q: 3 clusters Score -6212913 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -6213402.500000 Penalty: 5313.391113
	Iteration 24Q: 3 clusters Score -6213402 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6213785.500000 Penalty: 5313.391113
	Iteration 25Q: 3 clusters Score -6213786 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -6214141.500000 Penalty: 5313.391113
	Iteration 26Q: 3 clusters Score -6214142 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -6214472.000000 Penalty: 5313.391113
	Iteration 27Q: 3 clusters Score -6214472 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -6214679.000000 Penalty: 5313.391113
	Iteration 28Q: 3 clusters Score -6214679 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6214889.000000 Penalty: 5313.391113
	Iteration 29Q: 3 clusters Score -6214889 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -6215002.500000 Penalty: 5313.391113
	Iteration 30Q: 3 clusters Score -6215002 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6215112.500000 Penalty: 5313.391113
	Iteration 31Q: 3 clusters Score -6215112 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6215172.000000 Penalty: 5313.391113
	Iteration 32Q: 3 clusters Score -6215172 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -6215225.500000 Penalty: 5313.391113
	Iteration 33Q: 3 clusters Score -6215226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6215262.500000 Penalty: 5313.391113
	Iteration 34Q: 3 clusters Score -6215262 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -6215299.000000 Penalty: 5313.391113
	Iteration 35Q: 3 clusters Score -6215299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6215324.500000 Penalty: 5313.391113
	Iteration 36Q: 3 clusters Score -6215324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -6215346.000000 Penalty: 5313.391113
	Iteration 37Q: 3 clusters Score -6215346 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -6215355.500000 Penalty: 5313.391113
	Iteration 38Q: 3 clusters Score -6215356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -6215388.500000 Penalty: 5313.391113
	Iteration 39Q: 3 clusters Score -6215388 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6215381.500000 Penalty: 5313.391113
	Iteration 40F: 3 clusters Score -6215382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -6215394.000000 Penalty: 5313.391113
	Iteration 41Q: 3 clusters Score -6215394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -6215403.000000 Penalty: 5313.391113
	Iteration 42Q: 3 clusters Score -6215403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6215405.000000 Penalty: 5313.391113
	Iteration 43Q: 3 clusters Score -6215405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44066 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6215406.500000 Penalty: 5313.391113
	Iteration 44Q: 3 clusters Score -6215406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -6215414.000000 Penalty: 5313.391113
	Iteration 45Q: 3 clusters Score -6215414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6215427.500000 Penalty: 5313.391113
	Iteration 46Q: 3 clusters Score -6215428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6215432.000000 Penalty: 5313.391113
	Iteration 47Q: 3 clusters Score -6215432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -6215427.500000 Penalty: 5313.391113
	Iteration 48Q: 3 clusters Score -6215428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -6215424.500000 Penalty: 5313.391113
	Iteration 49Q: 3 clusters Score -6215424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6215435.000000 Penalty: 5313.391113
	Iteration 50Q: 3 clusters Score -6215435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6215440.500000 Penalty: 5313.391113
	Iteration 51Q: 3 clusters Score -6215440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6215440.500000 Penalty: 5313.391113
	Iteration 52F: 3 clusters Score -6215440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Entering Unmasked Estep 
Score: -1115872.375000 Penalty: 2232.272705
	Iteration 0F: 2 clusters Score -1115872 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 4071 members 
Entering Unmasked Estep 
Score: -1109404.250000 Penalty: 4464.545410
	Iteration 0F: 3 clusters Score -1109404 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1111324.000000 Penalty: 4464.545410
	Iteration 1F: 3 clusters Score -1111324 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1111735.000000 Penalty: 4464.545410
	Iteration 2F: 3 clusters Score -1111735 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1111999.000000 Penalty: 4464.545410
	Iteration 3F: 3 clusters Score -1111999 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1112185.000000 Penalty: 4464.545410
	Iteration 4Q: 3 clusters Score -1112185 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1112347.375000 Penalty: 4464.545410
	Iteration 5Q: 3 clusters Score -1112347 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1112506.125000 Penalty: 4464.545410
	Iteration 6Q: 3 clusters Score -1112506 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1112653.250000 Penalty: 4464.545410
	Iteration 7Q: 3 clusters Score -1112653 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1112800.875000 Penalty: 4464.545410
	Iteration 8Q: 3 clusters Score -1112801 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1112929.625000 Penalty: 4464.545410
	Iteration 9Q: 3 clusters Score -1112930 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1113037.875000 Penalty: 4464.545410
	Iteration 10Q: 3 clusters Score -1113038 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1113126.625000 Penalty: 4464.545410
	Iteration 11Q: 3 clusters Score -1113127 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1113217.000000 Penalty: 4464.545410
	Iteration 12Q: 3 clusters Score -1113217 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1113373.250000 Penalty: 4464.545410
	Iteration 13Q: 3 clusters Score -1113373 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1113631.250000 Penalty: 4464.545410
	Iteration 14Q: 3 clusters Score -1113631 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1113830.625000 Penalty: 4464.545410
	Iteration 15Q: 3 clusters Score -1113831 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1113982.625000 Penalty: 4464.545410
	Iteration 16Q: 3 clusters Score -1113983 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1114087.375000 Penalty: 4464.545410
	Iteration 17Q: 3 clusters Score -1114087 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1114165.000000 Penalty: 4464.545410
	Iteration 18Q: 3 clusters Score -1114165 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1114206.875000 Penalty: 4464.545410
	Iteration 19Q: 3 clusters Score -1114207 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1114241.500000 Penalty: 4464.545410
	Iteration 20F: 3 clusters Score -1114242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -1114265.875000 Penalty: 4464.545410
	Iteration 21Q: 3 clusters Score -1114266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1114290.500000 Penalty: 4464.545410
	Iteration 22Q: 3 clusters Score -1114290 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1114309.875000 Penalty: 4464.545410
	Iteration 23Q: 3 clusters Score -1114310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1114326.000000 Penalty: 4464.545410
	Iteration 24Q: 3 clusters Score -1114326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1114340.000000 Penalty: 4464.545410
	Iteration 25Q: 3 clusters Score -1114340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1114347.250000 Penalty: 4464.545410
	Iteration 26Q: 3 clusters Score -1114347 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1114356.750000 Penalty: 4464.545410
	Iteration 27Q: 3 clusters Score -1114357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1114373.125000 Penalty: 4464.545410
	Iteration 28Q: 3 clusters Score -1114373 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1114381.000000 Penalty: 4464.545410
	Iteration 29Q: 3 clusters Score -1114381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1114388.125000 Penalty: 4464.545410
	Iteration 30Q: 3 clusters Score -1114388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1114394.625000 Penalty: 4464.545410
	Iteration 31Q: 3 clusters Score -1114395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1114396.625000 Penalty: 4464.545410
	Iteration 32Q: 3 clusters Score -1114397 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1114402.000000 Penalty: 4464.545410
	Iteration 33Q: 3 clusters Score -1114402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1114405.250000 Penalty: 4464.545410
	Iteration 34Q: 3 clusters Score -1114405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1114408.500000 Penalty: 4464.545410
	Iteration 35Q: 3 clusters Score -1114408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1114410.875000 Penalty: 4464.545410
	Iteration 36Q: 3 clusters Score -1114411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1114412.125000 Penalty: 4464.545410
	Iteration 37Q: 3 clusters Score -1114412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1114411.625000 Penalty: 4464.545410
	Iteration 38Q: 3 clusters Score -1114412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1114411.750000 Penalty: 4464.545410
	Iteration 39Q: 3 clusters Score -1114412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1114412.500000 Penalty: 4464.545410
	Iteration 40F: 3 clusters Score -1114412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1114412.500000 Penalty: 4464.545410
	Iteration 41Q: 3 clusters Score -1114412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1114412.500000 Penalty: 4464.545410
	Iteration 42F: 3 clusters Score -1114412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Entering Unmasked Estep 
Score: -53698.347656 Penalty: 1506.115112
	Iteration 0F: 2 clusters Score -53698.35 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 220 members 
Entering Unmasked Estep 
Score: -52289.160156 Penalty: 3012.230225
	Iteration 0F: 3 clusters Score -52289.16 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52509.261719 Penalty: 3012.230225
	Iteration 1F: 3 clusters Score -52509.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52650.871094 Penalty: 3012.230225
	Iteration 2F: 3 clusters Score -52650.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52779.777344 Penalty: 3012.230225
	Iteration 3F: 3 clusters Score -52779.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -52969.652344 Penalty: 3012.230225
	Iteration 4F: 3 clusters Score -52969.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -53042.816406 Penalty: 3012.230225
	Iteration 5Q: 3 clusters Score -53042.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -53110.406250 Penalty: 3012.230225
	Iteration 6Q: 3 clusters Score -53110.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53174.488281 Penalty: 3012.230225
	Iteration 7Q: 3 clusters Score -53174.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -53295.925781 Penalty: 3012.230225
	Iteration 8Q: 3 clusters Score -53295.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -53430.843750 Penalty: 3012.230225
	Iteration 9Q: 3 clusters Score -53430.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -53440.382812 Penalty: 3012.230225
	Iteration 10Q: 3 clusters Score -53440.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -53448.851562 Penalty: 3012.230225
	Iteration 11Q: 3 clusters Score -53448.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -53448.851562 Penalty: 3012.230225
	Iteration 12F: 3 clusters Score -53448.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -170034.265625 Penalty: 1768.264404
	Iteration 0F: 2 clusters Score -170034.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -167948.937500 Penalty: 3536.528809
	Iteration 0F: 3 clusters Score -167948.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -168268.156250 Penalty: 3536.528809
	Iteration 1F: 3 clusters Score -168268.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -168370.406250 Penalty: 3536.528809
	Iteration 2F: 3 clusters Score -168370.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -168418.750000 Penalty: 3536.528809
	Iteration 3Q: 3 clusters Score -168418.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -168448.093750 Penalty: 3536.528809
	Iteration 4Q: 3 clusters Score -168448.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -168476.546875 Penalty: 3536.528809
	Iteration 5Q: 3 clusters Score -168476.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -168494.250000 Penalty: 3536.528809
	Iteration 6Q: 3 clusters Score -168494.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -168505.406250 Penalty: 3536.528809
	Iteration 7Q: 3 clusters Score -168505.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -168517.421875 Penalty: 3536.528809
	Iteration 8Q: 3 clusters Score -168517.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -168533.000000 Penalty: 3536.528809
	Iteration 9Q: 3 clusters Score -168533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -168550.546875 Penalty: 3536.528809
	Iteration 10Q: 3 clusters Score -168550.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -168569.921875 Penalty: 3536.528809
	Iteration 11Q: 3 clusters Score -168569.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -168579.890625 Penalty: 3536.528809
	Iteration 12Q: 3 clusters Score -168579.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -168594.906250 Penalty: 3536.528809
	Iteration 13Q: 3 clusters Score -168594.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -168608.531250 Penalty: 3536.528809
	Iteration 14Q: 3 clusters Score -168608.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -168620.312500 Penalty: 3536.528809
	Iteration 15Q: 3 clusters Score -168620.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -168633.531250 Penalty: 3536.528809
	Iteration 16Q: 3 clusters Score -168633.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -168644.218750 Penalty: 3536.528809
	Iteration 17Q: 3 clusters Score -168644.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -168657.328125 Penalty: 3536.528809
	Iteration 18Q: 3 clusters Score -168657.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -168695.375000 Penalty: 3536.528809
	Iteration 19Q: 3 clusters Score -168695.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -168711.437500 Penalty: 3536.528809
	Iteration 20F: 3 clusters Score -168711.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -168727.625000 Penalty: 3536.528809
	Iteration 21Q: 3 clusters Score -168727.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -168735.546875 Penalty: 3536.528809
	Iteration 22Q: 3 clusters Score -168735.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -168747.187500 Penalty: 3536.528809
	Iteration 23Q: 3 clusters Score -168747.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -168759.203125 Penalty: 3536.528809
	Iteration 24Q: 3 clusters Score -168759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -168765.953125 Penalty: 3536.528809
	Iteration 25Q: 3 clusters Score -168766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -168781.906250 Penalty: 3536.528809
	Iteration 26Q: 3 clusters Score -168781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -168788.171875 Penalty: 3536.528809
	Iteration 27Q: 3 clusters Score -168788.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -168793.109375 Penalty: 3536.528809
	Iteration 28Q: 3 clusters Score -168793.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -168794.718750 Penalty: 3536.528809
	Iteration 29Q: 3 clusters Score -168794.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -168794.718750 Penalty: 3536.528809
	Iteration 30F: 3 clusters Score -168794.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Entering Unmasked Estep 
Score: -2902305.750000 Penalty: 2467.040283
	Iteration 0F: 2 clusters Score -2902306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2887651.000000 Penalty: 4934.080566
	Iteration 0F: 3 clusters Score -2887651 nChanged 9231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -2892576.250000 Penalty: 4934.080566
	Iteration 1F: 3 clusters Score -2892576 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2892962.750000 Penalty: 4934.080566
	Iteration 2F: 3 clusters Score -2892963 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2893285.500000 Penalty: 4934.080566
	Iteration 3Q: 3 clusters Score -2893286 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2893596.750000 Penalty: 4934.080566
	Iteration 4Q: 3 clusters Score -2893597 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2893942.000000 Penalty: 4934.080566
	Iteration 5Q: 3 clusters Score -2893942 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -2894397.500000 Penalty: 4934.080566
	Iteration 6Q: 3 clusters Score -2894398 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2894974.250000 Penalty: 4934.080566
	Iteration 7F: 3 clusters Score -2894974 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2895674.500000 Penalty: 4934.080566
	Iteration 8F: 3 clusters Score -2895674 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2896536.750000 Penalty: 4934.080566
	Iteration 9F: 3 clusters Score -2896537 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2897404.750000 Penalty: 4934.080566
	Iteration 10F: 3 clusters Score -2897405 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2898251.000000 Penalty: 4934.080566
	Iteration 11Q: 3 clusters Score -2898251 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2898929.250000 Penalty: 4934.080566
	Iteration 12Q: 3 clusters Score -2898929 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2899420.250000 Penalty: 4934.080566
	Iteration 13Q: 3 clusters Score -2899420 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2899716.500000 Penalty: 4934.080566
	Iteration 14Q: 3 clusters Score -2899716 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2899901.500000 Penalty: 4934.080566
	Iteration 15Q: 3 clusters Score -2899902 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2899993.500000 Penalty: 4934.080566
	Iteration 16Q: 3 clusters Score -2899994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2900043.750000 Penalty: 4934.080566
	Iteration 17Q: 3 clusters Score -2900044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2900082.500000 Penalty: 4934.080566
	Iteration 18Q: 3 clusters Score -2900082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2900097.500000 Penalty: 4934.080566
	Iteration 19Q: 3 clusters Score -2900098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2900120.500000 Penalty: 4934.080566
	Iteration 20F: 3 clusters Score -2900120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2900136.750000 Penalty: 4934.080566
	Iteration 21Q: 3 clusters Score -2900137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2900143.000000 Penalty: 4934.080566
	Iteration 22Q: 3 clusters Score -2900143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2900150.250000 Penalty: 4934.080566
	Iteration 23Q: 3 clusters Score -2900150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2900162.000000 Penalty: 4934.080566
	Iteration 24Q: 3 clusters Score -2900162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2900166.000000 Penalty: 4934.080566
	Iteration 25Q: 3 clusters Score -2900166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2900165.750000 Penalty: 4934.080566
	Iteration 26Q: 3 clusters Score -2900166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2900165.750000 Penalty: 4934.080566
	Iteration 27F: 3 clusters Score -2900166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Entering Unmasked Estep 
Score: -2289420.500000 Penalty: 2416.488525
	Iteration 0F: 2 clusters Score -2289420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2277299.000000 Penalty: 4832.977051
	Iteration 0F: 3 clusters Score -2277299 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2281178.000000 Penalty: 4832.977051
	Iteration 1F: 3 clusters Score -2281178 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2281572.000000 Penalty: 4832.977051
	Iteration 2F: 3 clusters Score -2281572 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2281987.500000 Penalty: 4832.977051
	Iteration 3F: 3 clusters Score -2281988 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2282496.750000 Penalty: 4832.977051
	Iteration 4Q: 3 clusters Score -2282497 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2283228.750000 Penalty: 4832.977051
	Iteration 5F: 3 clusters Score -2283229 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2284201.250000 Penalty: 4832.977051
	Iteration 6F: 3 clusters Score -2284201 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -2285167.750000 Penalty: 4832.977051
	Iteration 7F: 3 clusters Score -2285168 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2286035.000000 Penalty: 4832.977051
	Iteration 8F: 3 clusters Score -2286035 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2286624.500000 Penalty: 4832.977051
	Iteration 9F: 3 clusters Score -2286624 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2287044.000000 Penalty: 4832.977051
	Iteration 10Q: 3 clusters Score -2287044 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -2287314.500000 Penalty: 4832.977051
	Iteration 11Q: 3 clusters Score -2287314 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2287514.750000 Penalty: 4832.977051
	Iteration 12Q: 3 clusters Score -2287515 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2287677.750000 Penalty: 4832.977051
	Iteration 13Q: 3 clusters Score -2287678 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2287818.750000 Penalty: 4832.977051
	Iteration 14Q: 3 clusters Score -2287819 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2287937.500000 Penalty: 4832.977051
	Iteration 15Q: 3 clusters Score -2287938 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -2288020.250000 Penalty: 4832.977051
	Iteration 16Q: 3 clusters Score -2288020 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -2288108.750000 Penalty: 4832.977051
	Iteration 17Q: 3 clusters Score -2288109 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2288170.750000 Penalty: 4832.977051
	Iteration 18Q: 3 clusters Score -2288171 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2288201.500000 Penalty: 4832.977051
	Iteration 19Q: 3 clusters Score -2288202 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2288225.500000 Penalty: 4832.977051
	Iteration 20F: 3 clusters Score -2288226 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -2288240.750000 Penalty: 4832.977051
	Iteration 21Q: 3 clusters Score -2288241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2288255.500000 Penalty: 4832.977051
	Iteration 22Q: 3 clusters Score -2288256 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2288266.750000 Penalty: 4832.977051
	Iteration 23Q: 3 clusters Score -2288267 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2288280.000000 Penalty: 4832.977051
	Iteration 24Q: 3 clusters Score -2288280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -2288291.750000 Penalty: 4832.977051
	Iteration 25Q: 3 clusters Score -2288292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2288294.500000 Penalty: 4832.977051
	Iteration 26Q: 3 clusters Score -2288294 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2288301.500000 Penalty: 4832.977051
	Iteration 27Q: 3 clusters Score -2288302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2288305.250000 Penalty: 4832.977051
	Iteration 28Q: 3 clusters Score -2288305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2288309.250000 Penalty: 4832.977051
	Iteration 29Q: 3 clusters Score -2288309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2288311.750000 Penalty: 4832.977051
	Iteration 30Q: 3 clusters Score -2288312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2288313.000000 Penalty: 4832.977051
	Iteration 31Q: 3 clusters Score -2288313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2288315.000000 Penalty: 4832.977051
	Iteration 32Q: 3 clusters Score -2288315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2288320.250000 Penalty: 4832.977051
	Iteration 33Q: 3 clusters Score -2288320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2288325.500000 Penalty: 4832.977051
	Iteration 34Q: 3 clusters Score -2288326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2288323.750000 Penalty: 4832.977051
	Iteration 35Q: 3 clusters Score -2288324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2288325.500000 Penalty: 4832.977051
	Iteration 36Q: 3 clusters Score -2288326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2288328.750000 Penalty: 4832.977051
	Iteration 37Q: 3 clusters Score -2288329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2288332.250000 Penalty: 4832.977051
	Iteration 38Q: 3 clusters Score -2288332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2288331.000000 Penalty: 4832.977051
	Iteration 39Q: 3 clusters Score -2288331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -2288329.750000 Penalty: 4832.977051
	Iteration 40F: 3 clusters Score -2288330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2288332.000000 Penalty: 4832.977051
	Iteration 41Q: 3 clusters Score -2288332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2288330.750000 Penalty: 4832.977051
	Iteration 42Q: 3 clusters Score -2288331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2288335.000000 Penalty: 4832.977051
	Iteration 43Q: 3 clusters Score -2288335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2288334.250000 Penalty: 4832.977051
	Iteration 44Q: 3 clusters Score -2288334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -2288335.750000 Penalty: 4832.977051
	Iteration 45Q: 3 clusters Score -2288336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -2288336.500000 Penalty: 4832.977051
	Iteration 46Q: 3 clusters Score -2288336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -2288338.500000 Penalty: 4832.977051
	Iteration 47Q: 3 clusters Score -2288338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2288339.750000 Penalty: 4832.977051
	Iteration 48Q: 3 clusters Score -2288340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2288340.000000 Penalty: 4832.977051
	Iteration 49Q: 3 clusters Score -2288340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2288342.000000 Penalty: 4832.977051
	Iteration 50Q: 3 clusters Score -2288342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2288343.500000 Penalty: 4832.977051
	Iteration 51Q: 3 clusters Score -2288344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2288340.000000 Penalty: 4832.977051
	Iteration 52Q: 3 clusters Score -2288340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2288344.250000 Penalty: 4832.977051
	Iteration 53Q: 3 clusters Score -2288344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2288347.000000 Penalty: 4832.977051
	Iteration 54Q: 3 clusters Score -2288347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2288349.000000 Penalty: 4832.977051
	Iteration 55Q: 3 clusters Score -2288349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2288353.000000 Penalty: 4832.977051
	Iteration 56Q: 3 clusters Score -2288353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2288354.250000 Penalty: 4832.977051
	Iteration 57Q: 3 clusters Score -2288354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2288355.250000 Penalty: 4832.977051
	Iteration 58Q: 3 clusters Score -2288355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2288364.000000 Penalty: 4832.977051
	Iteration 59Q: 3 clusters Score -2288364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2288360.000000 Penalty: 4832.977051
	Iteration 60F: 3 clusters Score -2288360 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2288363.750000 Penalty: 4832.977051
	Iteration 61Q: 3 clusters Score -2288364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2288368.250000 Penalty: 4832.977051
	Iteration 62Q: 3 clusters Score -2288368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2288375.750000 Penalty: 4832.977051
	Iteration 63Q: 3 clusters Score -2288376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2288376.000000 Penalty: 4832.977051
	Iteration 64Q: 3 clusters Score -2288376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2288378.500000 Penalty: 4832.977051
	Iteration 65Q: 3 clusters Score -2288378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2288377.750000 Penalty: 4832.977051
	Iteration 66Q: 3 clusters Score -2288378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2288376.750000 Penalty: 4832.977051
	Iteration 67Q: 3 clusters Score -2288377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -2288376.250000 Penalty: 4832.977051
	Iteration 68Q: 3 clusters Score -2288376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2288375.750000 Penalty: 4832.977051
	Iteration 69Q: 3 clusters Score -2288376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2288374.500000 Penalty: 4832.977051
	Iteration 70Q: 3 clusters Score -2288374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2288374.500000 Penalty: 4832.977051
	Iteration 71Q: 3 clusters Score -2288374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2288374.500000 Penalty: 4832.977051
	Iteration 72F: 3 clusters Score -2288374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Entering Unmasked Estep 
Score: -510428.312500 Penalty: 2030.036011
	Iteration 0F: 2 clusters Score -510428.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -506884.312500 Penalty: 4060.072021
	Iteration 0F: 3 clusters Score -506884.3 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -507804.687500 Penalty: 4060.072021
	Iteration 1F: 3 clusters Score -507804.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -508071.093750 Penalty: 4060.072021
	Iteration 2F: 3 clusters Score -508071.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -508232.906250 Penalty: 4060.072021
	Iteration 3F: 3 clusters Score -508232.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -508359.656250 Penalty: 4060.072021
	Iteration 4Q: 3 clusters Score -508359.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -508443.781250 Penalty: 4060.072021
	Iteration 5Q: 3 clusters Score -508443.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -508506.000000 Penalty: 4060.072021
	Iteration 6Q: 3 clusters Score -508506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -508556.406250 Penalty: 4060.072021
	Iteration 7Q: 3 clusters Score -508556.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -508598.968750 Penalty: 4060.072021
	Iteration 8Q: 3 clusters Score -508599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -508625.781250 Penalty: 4060.072021
	Iteration 9Q: 3 clusters Score -508625.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -508651.625000 Penalty: 4060.072021
	Iteration 10Q: 3 clusters Score -508651.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -508675.093750 Penalty: 4060.072021
	Iteration 11Q: 3 clusters Score -508675.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -508701.906250 Penalty: 4060.072021
	Iteration 12Q: 3 clusters Score -508701.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -508727.250000 Penalty: 4060.072021
	Iteration 13Q: 3 clusters Score -508727.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -508751.562500 Penalty: 4060.072021
	Iteration 14Q: 3 clusters Score -508751.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -508772.593750 Penalty: 4060.072021
	Iteration 15Q: 3 clusters Score -508772.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -508796.625000 Penalty: 4060.072021
	Iteration 16Q: 3 clusters Score -508796.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -508822.343750 Penalty: 4060.072021
	Iteration 17Q: 3 clusters Score -508822.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -508843.718750 Penalty: 4060.072021
	Iteration 18Q: 3 clusters Score -508843.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -508866.906250 Penalty: 4060.072021
	Iteration 19Q: 3 clusters Score -508866.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -508887.562500 Penalty: 4060.072021
	Iteration 20F: 3 clusters Score -508887.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -508910.187500 Penalty: 4060.072021
	Iteration 21Q: 3 clusters Score -508910.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -508933.125000 Penalty: 4060.072021
	Iteration 22Q: 3 clusters Score -508933.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -508953.781250 Penalty: 4060.072021
	Iteration 23Q: 3 clusters Score -508953.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -508974.562500 Penalty: 4060.072021
	Iteration 24Q: 3 clusters Score -508974.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -508995.656250 Penalty: 4060.072021
	Iteration 25Q: 3 clusters Score -508995.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -509018.156250 Penalty: 4060.072021
	Iteration 26Q: 3 clusters Score -509018.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -509035.281250 Penalty: 4060.072021
	Iteration 27Q: 3 clusters Score -509035.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -509048.156250 Penalty: 4060.072021
	Iteration 28Q: 3 clusters Score -509048.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -509061.281250 Penalty: 4060.072021
	Iteration 29Q: 3 clusters Score -509061.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -509073.937500 Penalty: 4060.072021
	Iteration 30Q: 3 clusters Score -509073.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -509084.937500 Penalty: 4060.072021
	Iteration 31Q: 3 clusters Score -509084.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -509092.437500 Penalty: 4060.072021
	Iteration 32Q: 3 clusters Score -509092.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -509100.781250 Penalty: 4060.072021
	Iteration 33Q: 3 clusters Score -509100.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -509108.468750 Penalty: 4060.072021
	Iteration 34Q: 3 clusters Score -509108.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -509118.593750 Penalty: 4060.072021
	Iteration 35Q: 3 clusters Score -509118.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -509126.656250 Penalty: 4060.072021
	Iteration 36Q: 3 clusters Score -509126.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -509133.250000 Penalty: 4060.072021
	Iteration 37Q: 3 clusters Score -509133.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -509142.031250 Penalty: 4060.072021
	Iteration 38Q: 3 clusters Score -509142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -509145.312500 Penalty: 4060.072021
	Iteration 39Q: 3 clusters Score -509145.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -509148.406250 Penalty: 4060.072021
	Iteration 40F: 3 clusters Score -509148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -509152.281250 Penalty: 4060.072021
	Iteration 41Q: 3 clusters Score -509152.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -509156.500000 Penalty: 4060.072021
	Iteration 42Q: 3 clusters Score -509156.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -509160.500000 Penalty: 4060.072021
	Iteration 43Q: 3 clusters Score -509160.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -509164.375000 Penalty: 4060.072021
	Iteration 44Q: 3 clusters Score -509164.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -509168.156250 Penalty: 4060.072021
	Iteration 45Q: 3 clusters Score -509168.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -509169.562500 Penalty: 4060.072021
	Iteration 46Q: 3 clusters Score -509169.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -509171.718750 Penalty: 4060.072021
	Iteration 47Q: 3 clusters Score -509171.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -509174.468750 Penalty: 4060.072021
	Iteration 48Q: 3 clusters Score -509174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -509176.562500 Penalty: 4060.072021
	Iteration 49Q: 3 clusters Score -509176.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -509177.937500 Penalty: 4060.072021
	Iteration 50Q: 3 clusters Score -509177.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -509177.937500 Penalty: 4060.072021
	Iteration 51F: 3 clusters Score -509177.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Entering Unmasked Estep 
Score: -27727.847656 Penalty: 1344.292725
	Iteration 0F: 2 clusters Score -27727.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26600.474609 Penalty: 2688.585449
	Iteration 0F: 3 clusters Score -26600.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26711.982422 Penalty: 2688.585449
	Iteration 1F: 3 clusters Score -26711.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26715.564453 Penalty: 2688.585449
	Iteration 2Q: 3 clusters Score -26715.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26715.564453 Penalty: 2688.585449
	Iteration 3F: 3 clusters Score -26715.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -71037.773438 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -71037.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -69496.820312 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -69496.82 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69739.781250 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -69739.78 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -69829.718750 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -69829.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -69931.000000 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -69931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -69984.359375 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -69984.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -70034.507812 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -70034.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70070.554688 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -70070.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70121.609375 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -70121.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -70221.093750 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -70221.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -70555.828125 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -70555.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -70683.046875 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -70683.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -70716.296875 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -70716.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70741.734375 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -70741.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -70774.054688 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -70774.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70822.367188 Penalty: 3123.366211
	Iteration 14Q: 3 clusters Score -70822.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -70831.312500 Penalty: 3123.366211
	Iteration 15Q: 3 clusters Score -70831.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -70840.257812 Penalty: 3123.366211
	Iteration 16Q: 3 clusters Score -70840.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70862.960938 Penalty: 3123.366211
	Iteration 17Q: 3 clusters Score -70862.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70895.179688 Penalty: 3123.366211
	Iteration 18Q: 3 clusters Score -70895.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70909.992188 Penalty: 3123.366211
	Iteration 19Q: 3 clusters Score -70909.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70919.117188 Penalty: 3123.366211
	Iteration 20F: 3 clusters Score -70919.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -70932.882812 Penalty: 3123.366211
	Iteration 21Q: 3 clusters Score -70932.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70946.734375 Penalty: 3123.366211
	Iteration 22Q: 3 clusters Score -70946.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70958.281250 Penalty: 3123.366211
	Iteration 23Q: 3 clusters Score -70958.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70960.359375 Penalty: 3123.366211
	Iteration 24Q: 3 clusters Score -70960.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70960.359375 Penalty: 3123.366211
	Iteration 25F: 3 clusters Score -70960.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Entering Unmasked Estep 
Score: -2774749.000000 Penalty: 2453.008057
	Iteration 0F: 2 clusters Score -2774749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2760901.750000 Penalty: 4906.016113
	Iteration 0F: 3 clusters Score -2760902 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2765518.250000 Penalty: 4906.016113
	Iteration 1F: 3 clusters Score -2765518 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -2765820.000000 Penalty: 4906.016113
	Iteration 2Q: 3 clusters Score -2765820 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -2766074.500000 Penalty: 4906.016113
	Iteration 3Q: 3 clusters Score -2766074 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2766317.250000 Penalty: 4906.016113
	Iteration 4Q: 3 clusters Score -2766317 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2766573.250000 Penalty: 4906.016113
	Iteration 5Q: 3 clusters Score -2766573 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -2766823.250000 Penalty: 4906.016113
	Iteration 6Q: 3 clusters Score -2766823 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2767122.000000 Penalty: 4906.016113
	Iteration 7Q: 3 clusters Score -2767122 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -2767426.000000 Penalty: 4906.016113
	Iteration 8Q: 3 clusters Score -2767426 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2767805.250000 Penalty: 4906.016113
	Iteration 9Q: 3 clusters Score -2767805 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2768313.500000 Penalty: 4906.016113
	Iteration 10Q: 3 clusters Score -2768314 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2768944.250000 Penalty: 4906.016113
	Iteration 11Q: 3 clusters Score -2768944 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2769699.250000 Penalty: 4906.016113
	Iteration 12F: 3 clusters Score -2769699 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2770497.000000 Penalty: 4906.016113
	Iteration 13Q: 3 clusters Score -2770497 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2771186.250000 Penalty: 4906.016113
	Iteration 14Q: 3 clusters Score -2771186 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2771693.000000 Penalty: 4906.016113
	Iteration 15Q: 3 clusters Score -2771693 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2771999.500000 Penalty: 4906.016113
	Iteration 16Q: 3 clusters Score -2772000 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2772202.500000 Penalty: 4906.016113
	Iteration 17Q: 3 clusters Score -2772202 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2772357.250000 Penalty: 4906.016113
	Iteration 18Q: 3 clusters Score -2772357 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2772443.750000 Penalty: 4906.016113
	Iteration 19Q: 3 clusters Score -2772444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2772510.500000 Penalty: 4906.016113
	Iteration 20F: 3 clusters Score -2772510 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2772552.250000 Penalty: 4906.016113
	Iteration 21Q: 3 clusters Score -2772552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -2772570.750000 Penalty: 4906.016113
	Iteration 22Q: 3 clusters Score -2772571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2772593.750000 Penalty: 4906.016113
	Iteration 23Q: 3 clusters Score -2772594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2772607.500000 Penalty: 4906.016113
	Iteration 24Q: 3 clusters Score -2772608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2772616.750000 Penalty: 4906.016113
	Iteration 25Q: 3 clusters Score -2772617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2772618.500000 Penalty: 4906.016113
	Iteration 26Q: 3 clusters Score -2772618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2772623.750000 Penalty: 4906.016113
	Iteration 27Q: 3 clusters Score -2772624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2772625.750000 Penalty: 4906.016113
	Iteration 28Q: 3 clusters Score -2772626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -2772625.750000 Penalty: 4906.016113
	Iteration 29F: 3 clusters Score -2772626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -43834.617188 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -43834.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42575.828125 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -42575.83 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42991.320312 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -42991.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -43185.484375 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -43185.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -43411.511719 Penalty: 2968.032471
	Iteration 3F: 3 clusters Score -43411.51 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -43542.785156 Penalty: 2968.032471
	Iteration 4F: 3 clusters Score -43542.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -43614.972656 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -43614.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -43697.054688 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -43697.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -43725.664062 Penalty: 2968.032471
	Iteration 7Q: 3 clusters Score -43725.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -43731.394531 Penalty: 2968.032471
	Iteration 8Q: 3 clusters Score -43731.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -43731.394531 Penalty: 2968.032471
	Iteration 9F: 3 clusters Score -43731.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Entering Unmasked Estep 
Score: -3905496.250000 Penalty: 2547.476074
	Iteration 0F: 2 clusters Score -3905496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -3885639.250000 Penalty: 5094.952148
	Iteration 0F: 3 clusters Score -3885639 nChanged 13066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3892918.750000 Penalty: 5094.952148
	Iteration 1F: 3 clusters Score -3892919 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3893627.000000 Penalty: 5094.952148
	Iteration 2F: 3 clusters Score -3893627 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3894408.500000 Penalty: 5094.952148
	Iteration 3F: 3 clusters Score -3894408 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3895290.000000 Penalty: 5094.952148
	Iteration 4F: 3 clusters Score -3895290 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3896288.500000 Penalty: 5094.952148
	Iteration 5F: 3 clusters Score -3896288 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -3897223.000000 Penalty: 5094.952148
	Iteration 6F: 3 clusters Score -3897223 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -3897959.500000 Penalty: 5094.952148
	Iteration 7F: 3 clusters Score -3897960 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -3898474.750000 Penalty: 5094.952148
	Iteration 8Q: 3 clusters Score -3898475 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3898834.000000 Penalty: 5094.952148
	Iteration 9Q: 3 clusters Score -3898834 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -3899100.500000 Penalty: 5094.952148
	Iteration 10Q: 3 clusters Score -3899100 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3899318.000000 Penalty: 5094.952148
	Iteration 11Q: 3 clusters Score -3899318 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -3899501.750000 Penalty: 5094.952148
	Iteration 12Q: 3 clusters Score -3899502 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3899656.750000 Penalty: 5094.952148
	Iteration 13Q: 3 clusters Score -3899657 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -3899842.250000 Penalty: 5094.952148
	Iteration 14Q: 3 clusters Score -3899842 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3900013.500000 Penalty: 5094.952148
	Iteration 15Q: 3 clusters Score -3900014 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -3900204.000000 Penalty: 5094.952148
	Iteration 16Q: 3 clusters Score -3900204 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -3900433.250000 Penalty: 5094.952148
	Iteration 17Q: 3 clusters Score -3900433 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -3900708.750000 Penalty: 5094.952148
	Iteration 18Q: 3 clusters Score -3900709 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3901020.000000 Penalty: 5094.952148
	Iteration 19Q: 3 clusters Score -3901020 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3901358.250000 Penalty: 5094.952148
	Iteration 20F: 3 clusters Score -3901358 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3901681.500000 Penalty: 5094.952148
	Iteration 21Q: 3 clusters Score -3901682 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -3901936.750000 Penalty: 5094.952148
	Iteration 22Q: 3 clusters Score -3901937 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3902161.750000 Penalty: 5094.952148
	Iteration 23Q: 3 clusters Score -3902162 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3902377.000000 Penalty: 5094.952148
	Iteration 24Q: 3 clusters Score -3902377 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -3902578.000000 Penalty: 5094.952148
	Iteration 25Q: 3 clusters Score -3902578 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3902762.000000 Penalty: 5094.952148
	Iteration 26Q: 3 clusters Score -3902762 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -3902885.000000 Penalty: 5094.952148
	Iteration 27Q: 3 clusters Score -3902885 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3902996.000000 Penalty: 5094.952148
	Iteration 28Q: 3 clusters Score -3902996 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3903071.250000 Penalty: 5094.952148
	Iteration 29Q: 3 clusters Score -3903071 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3903120.000000 Penalty: 5094.952148
	Iteration 30Q: 3 clusters Score -3903120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3903170.000000 Penalty: 5094.952148
	Iteration 31Q: 3 clusters Score -3903170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3903203.000000 Penalty: 5094.952148
	Iteration 32Q: 3 clusters Score -3903203 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3903219.000000 Penalty: 5094.952148
	Iteration 33Q: 3 clusters Score -3903219 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3903243.250000 Penalty: 5094.952148
	Iteration 34Q: 3 clusters Score -3903243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -3903265.250000 Penalty: 5094.952148
	Iteration 35Q: 3 clusters Score -3903265 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3903274.250000 Penalty: 5094.952148
	Iteration 36Q: 3 clusters Score -3903274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3903293.000000 Penalty: 5094.952148
	Iteration 37Q: 3 clusters Score -3903293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3903309.250000 Penalty: 5094.952148
	Iteration 38Q: 3 clusters Score -3903309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3903327.500000 Penalty: 5094.952148
	Iteration 39Q: 3 clusters Score -3903328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28208 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3903330.750000 Penalty: 5094.952148
	Iteration 40F: 3 clusters Score -3903331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3903333.500000 Penalty: 5094.952148
	Iteration 41Q: 3 clusters Score -3903334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3903342.500000 Penalty: 5094.952148
	Iteration 42Q: 3 clusters Score -3903342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3903344.750000 Penalty: 5094.952148
	Iteration 43Q: 3 clusters Score -3903345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3903350.500000 Penalty: 5094.952148
	Iteration 44Q: 3 clusters Score -3903350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3903358.250000 Penalty: 5094.952148
	Iteration 45Q: 3 clusters Score -3903358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3903375.750000 Penalty: 5094.952148
	Iteration 46Q: 3 clusters Score -3903376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3903382.750000 Penalty: 5094.952148
	Iteration 47Q: 3 clusters Score -3903383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28274 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3903385.750000 Penalty: 5094.952148
	Iteration 48Q: 3 clusters Score -3903386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3903390.750000 Penalty: 5094.952148
	Iteration 49Q: 3 clusters Score -3903391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3903389.250000 Penalty: 5094.952148
	Iteration 50Q: 3 clusters Score -3903389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3903385.250000 Penalty: 5094.952148
	Iteration 51Q: 3 clusters Score -3903385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28286 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -3903393.000000 Penalty: 5094.952148
	Iteration 52Q: 3 clusters Score -3903393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3903394.250000 Penalty: 5094.952148
	Iteration 53Q: 3 clusters Score -3903394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3903395.000000 Penalty: 5094.952148
	Iteration 54Q: 3 clusters Score -3903395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3903391.250000 Penalty: 5094.952148
	Iteration 55Q: 3 clusters Score -3903391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3903391.500000 Penalty: 5094.952148
	Iteration 56Q: 3 clusters Score -3903392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3903393.000000 Penalty: 5094.952148
	Iteration 57Q: 3 clusters Score -3903393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3903396.500000 Penalty: 5094.952148
	Iteration 58Q: 3 clusters Score -3903396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28298 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3903400.500000 Penalty: 5094.952148
	Iteration 59Q: 3 clusters Score -3903400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3903405.000000 Penalty: 5094.952148
	Iteration 60F: 3 clusters Score -3903405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3903404.250000 Penalty: 5094.952148
	Iteration 61Q: 3 clusters Score -3903404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3903405.250000 Penalty: 5094.952148
	Iteration 62Q: 3 clusters Score -3903405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3903406.500000 Penalty: 5094.952148
	Iteration 63Q: 3 clusters Score -3903406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3903406.500000 Penalty: 5094.952148
	Iteration 64F: 3 clusters Score -3903406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -64928.707031 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -64928.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63485.664062 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -63485.66 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -63629.175781 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -63629.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63692.230469 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -63692.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -63710.000000 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -63710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -63716.328125 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -63716.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -63718.441406 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -63718.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63720.898438 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -63720.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -63720.898438 Penalty: 3074.445312
	Iteration 7F: 3 clusters Score -63720.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -29981.666016 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -29981.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -28915.060547 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -28915.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29009.576172 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -29009.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29020.474609 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -29020.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -29036.062500 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -29036.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -29045.062500 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -29045.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -29049.808594 Penalty: 2750.407959
	Iteration 5Q: 3 clusters Score -29049.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -29053.509766 Penalty: 2750.407959
	Iteration 6Q: 3 clusters Score -29053.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -29062.701172 Penalty: 2750.407959
	Iteration 7Q: 3 clusters Score -29062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29064.734375 Penalty: 2750.407959
	Iteration 8Q: 3 clusters Score -29064.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -29064.734375 Penalty: 2750.407959
	Iteration 9F: 3 clusters Score -29064.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -29311.052734 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -29311.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28184.201172 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -28184.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28246.259766 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -28246.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28255.363281 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -28255.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28275.728516 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -28275.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28287.804688 Penalty: 2705.839355
	Iteration 4Q: 3 clusters Score -28287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28291.679688 Penalty: 2705.839355
	Iteration 5Q: 3 clusters Score -28291.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28291.679688 Penalty: 2705.839355
	Iteration 6F: 3 clusters Score -28291.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Entering Unmasked Estep 
Score: -150023.453125 Penalty: 1745.182861
	Iteration 0F: 2 clusters Score -150023.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -147995.578125 Penalty: 3490.365723
	Iteration 0F: 3 clusters Score -147995.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -148373.421875 Penalty: 3490.365723
	Iteration 1F: 3 clusters Score -148373.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -148609.953125 Penalty: 3490.365723
	Iteration 2F: 3 clusters Score -148610 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -148993.640625 Penalty: 3490.365723
	Iteration 3F: 3 clusters Score -148993.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -149577.265625 Penalty: 3490.365723
	Iteration 4F: 3 clusters Score -149577.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -150430.859375 Penalty: 3490.365723
	Iteration 5F: 3 clusters Score -150430.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -151091.328125 Penalty: 3490.365723
	Iteration 6Q: 3 clusters Score -151091.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -151272.281250 Penalty: 3490.365723
	Iteration 7Q: 3 clusters Score -151272.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -151382.890625 Penalty: 3490.365723
	Iteration 8Q: 3 clusters Score -151382.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -151443.093750 Penalty: 3490.365723
	Iteration 9Q: 3 clusters Score -151443.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -151487.625000 Penalty: 3490.365723
	Iteration 10Q: 3 clusters Score -151487.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -151530.406250 Penalty: 3490.365723
	Iteration 11Q: 3 clusters Score -151530.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -151556.578125 Penalty: 3490.365723
	Iteration 12Q: 3 clusters Score -151556.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -151579.437500 Penalty: 3490.365723
	Iteration 13Q: 3 clusters Score -151579.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -151595.453125 Penalty: 3490.365723
	Iteration 14Q: 3 clusters Score -151595.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -151608.812500 Penalty: 3490.365723
	Iteration 15Q: 3 clusters Score -151608.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -151625.218750 Penalty: 3490.365723
	Iteration 16Q: 3 clusters Score -151625.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -151649.453125 Penalty: 3490.365723
	Iteration 17Q: 3 clusters Score -151649.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -151679.625000 Penalty: 3490.365723
	Iteration 18Q: 3 clusters Score -151679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -151718.640625 Penalty: 3490.365723
	Iteration 19Q: 3 clusters Score -151718.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -151808.062500 Penalty: 3490.365723
	Iteration 20F: 3 clusters Score -151808.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -151905.156250 Penalty: 3490.365723
	Iteration 21Q: 3 clusters Score -151905.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -151905.156250 Penalty: 3490.365723
	Iteration 22F: 3 clusters Score -151905.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265951 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166520 members 
Mstep: Class 10 contains 126220 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 645 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Mstep: Class 30 contains 493 members 
Entering Unmasked Estep 
Score: -122245624.000000 Penalty: 102059.687500
Splitting cluster 27 changes total score from -122245408.000000 to -122245624.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 28 (325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Entering Unmasked Estep 
Score: -40379.449219 Penalty: 1434.388672
	Iteration 0F: 2 clusters Score -40379.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -39073.894531 Penalty: 2868.777344
	Iteration 0F: 3 clusters Score -39073.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -39242.433594 Penalty: 2868.777344
	Iteration 1F: 3 clusters Score -39242.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39291.003906 Penalty: 2868.777344
	Iteration 2Q: 3 clusters Score -39291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -39312.929688 Penalty: 2868.777344
	Iteration 3Q: 3 clusters Score -39312.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39343.722656 Penalty: 2868.777344
	Iteration 4Q: 3 clusters Score -39343.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39348.597656 Penalty: 2868.777344
	Iteration 5Q: 3 clusters Score -39348.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39350.343750 Penalty: 2868.777344
	Iteration 6Q: 3 clusters Score -39350.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39351.875000 Penalty: 2868.777344
	Iteration 7Q: 3 clusters Score -39351.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39355.457031 Penalty: 2868.777344
	Iteration 8Q: 3 clusters Score -39355.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39362.605469 Penalty: 2868.777344
	Iteration 9Q: 3 clusters Score -39362.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39364.929688 Penalty: 2868.777344
	Iteration 10Q: 3 clusters Score -39364.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -39364.929688 Penalty: 2868.777344
	Iteration 11F: 3 clusters Score -39364.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Entering Unmasked Estep 
Score: -1180069.500000 Penalty: 2239.859863
	Iteration 0F: 2 clusters Score -1180070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1173435.125000 Penalty: 4479.719727
	Iteration 0F: 3 clusters Score -1173435 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1175340.750000 Penalty: 4479.719727
	Iteration 1F: 3 clusters Score -1175341 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1175733.250000 Penalty: 4479.719727
	Iteration 2F: 3 clusters Score -1175733 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1176014.125000 Penalty: 4479.719727
	Iteration 3F: 3 clusters Score -1176014 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1176250.500000 Penalty: 4479.719727
	Iteration 4F: 3 clusters Score -1176250 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1176500.500000 Penalty: 4479.719727
	Iteration 5Q: 3 clusters Score -1176500 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1176752.250000 Penalty: 4479.719727
	Iteration 6Q: 3 clusters Score -1176752 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1176987.875000 Penalty: 4479.719727
	Iteration 7Q: 3 clusters Score -1176988 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1177236.500000 Penalty: 4479.719727
	Iteration 8Q: 3 clusters Score -1177236 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1177470.625000 Penalty: 4479.719727
	Iteration 9Q: 3 clusters Score -1177471 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1177647.250000 Penalty: 4479.719727
	Iteration 10Q: 3 clusters Score -1177647 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1177797.125000 Penalty: 4479.719727
	Iteration 11Q: 3 clusters Score -1177797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1177907.250000 Penalty: 4479.719727
	Iteration 12Q: 3 clusters Score -1177907 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1177975.875000 Penalty: 4479.719727
	Iteration 13Q: 3 clusters Score -1177976 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1178011.875000 Penalty: 4479.719727
	Iteration 14Q: 3 clusters Score -1178012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1178042.250000 Penalty: 4479.719727
	Iteration 15Q: 3 clusters Score -1178042 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1178063.750000 Penalty: 4479.719727
	Iteration 16Q: 3 clusters Score -1178064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1178081.250000 Penalty: 4479.719727
	Iteration 17Q: 3 clusters Score -1178081 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1178091.500000 Penalty: 4479.719727
	Iteration 18Q: 3 clusters Score -1178092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1178098.875000 Penalty: 4479.719727
	Iteration 19Q: 3 clusters Score -1178099 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1178102.500000 Penalty: 4479.719727
	Iteration 20F: 3 clusters Score -1178102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1178108.875000 Penalty: 4479.719727
	Iteration 21Q: 3 clusters Score -1178109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1178116.750000 Penalty: 4479.719727
	Iteration 22Q: 3 clusters Score -1178117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1178128.750000 Penalty: 4479.719727
	Iteration 23Q: 3 clusters Score -1178129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1178137.250000 Penalty: 4479.719727
	Iteration 24Q: 3 clusters Score -1178137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1178144.000000 Penalty: 4479.719727
	Iteration 25Q: 3 clusters Score -1178144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1178148.500000 Penalty: 4479.719727
	Iteration 26Q: 3 clusters Score -1178148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1178152.500000 Penalty: 4479.719727
	Iteration 27Q: 3 clusters Score -1178152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1178159.125000 Penalty: 4479.719727
	Iteration 28Q: 3 clusters Score -1178159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1178165.875000 Penalty: 4479.719727
	Iteration 29Q: 3 clusters Score -1178166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1178165.625000 Penalty: 4479.719727
	Iteration 30Q: 3 clusters Score -1178166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1178167.125000 Penalty: 4479.719727
	Iteration 31Q: 3 clusters Score -1178167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1178169.875000 Penalty: 4479.719727
	Iteration 32Q: 3 clusters Score -1178170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1178169.000000 Penalty: 4479.719727
	Iteration 33Q: 3 clusters Score -1178169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1178167.375000 Penalty: 4479.719727
	Iteration 34Q: 3 clusters Score -1178167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1178171.750000 Penalty: 4479.719727
	Iteration 35Q: 3 clusters Score -1178172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1178171.875000 Penalty: 4479.719727
	Iteration 36Q: 3 clusters Score -1178172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1178170.875000 Penalty: 4479.719727
	Iteration 37Q: 3 clusters Score -1178171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1178169.625000 Penalty: 4479.719727
	Iteration 38Q: 3 clusters Score -1178170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1178170.000000 Penalty: 4479.719727
	Iteration 39Q: 3 clusters Score -1178170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1178174.750000 Penalty: 4479.719727
	Iteration 40F: 3 clusters Score -1178175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1178178.250000 Penalty: 4479.719727
	Iteration 41Q: 3 clusters Score -1178178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1178180.125000 Penalty: 4479.719727
	Iteration 42Q: 3 clusters Score -1178180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1178187.000000 Penalty: 4479.719727
	Iteration 43Q: 3 clusters Score -1178187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1178187.500000 Penalty: 4479.719727
	Iteration 44Q: 3 clusters Score -1178188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1178185.750000 Penalty: 4479.719727
	Iteration 45Q: 3 clusters Score -1178186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1178190.875000 Penalty: 4479.719727
	Iteration 46Q: 3 clusters Score -1178191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1178191.000000 Penalty: 4479.719727
	Iteration 47Q: 3 clusters Score -1178191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1178192.375000 Penalty: 4479.719727
	Iteration 48Q: 3 clusters Score -1178192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1178192.375000 Penalty: 4479.719727
	Iteration 49F: 3 clusters Score -1178192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265951 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166520 members 
Mstep: Class 10 contains 126220 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 434 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3589 members 
Mstep: Class 19 contains 226 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 645 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245776.000000 Penalty: 102059.687500
Iteration 279F: 31 clusters Score -1.222458e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265951 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11642 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52568 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166520 members 
Mstep: Class 10 contains 126212 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3588 members 
Mstep: Class 19 contains 216 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 655 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Mstep: Class 30 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245952.000000 Penalty: 102059.687500
Iteration 280F: 31 clusters Score -1.22246e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265952 members 
Mstep: Class 2 contains 28892 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52568 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166519 members 
Mstep: Class 10 contains 126210 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 414 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 203 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 668 members 
Mstep: Class 28 contains 325 members 
Mstep: Class 29 contains 8364 members 
Mstep: Class 30 contains 525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245984.000000 Penalty: 102059.687500
Iteration 281Q: 31 clusters Score -1.22246e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265951 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11643 members 
Mstep: Class 4 contains 5652 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166519 members 
Mstep: Class 10 contains 126210 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 44914 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 408 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3585 members 
Mstep: Class 19 contains 195 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19755 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 676 members 
Mstep: Class 28 contains 326 members 
Mstep: Class 29 contains 8364 members 
Mstep: Class 30 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246016.000000 Penalty: 102059.687500
Iteration 282Q: 31 clusters Score -1.22246e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265950 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11641 members 
Mstep: Class 4 contains 5653 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166519 members 
Mstep: Class 10 contains 126209 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 44915 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 403 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3584 members 
Mstep: Class 19 contains 188 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19756 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 683 members 
Mstep: Class 28 contains 327 members 
Mstep: Class 29 contains 8365 members 
Mstep: Class 30 contains 537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246096.000000 Penalty: 102059.687500
Iteration 283Q: 31 clusters Score -1.222461e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265949 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11639 members 
Mstep: Class 4 contains 5654 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166519 members 
Mstep: Class 10 contains 126210 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 44916 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3582 members 
Mstep: Class 19 contains 186 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19756 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 327 members 
Mstep: Class 29 contains 8367 members 
Mstep: Class 30 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246208.000000 Penalty: 102059.687500
Iteration 284Q: 31 clusters Score -1.222462e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265948 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11638 members 
Mstep: Class 4 contains 5653 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166517 members 
Mstep: Class 10 contains 126212 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 44918 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 186 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19756 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 327 members 
Mstep: Class 29 contains 8367 members 
Mstep: Class 30 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246208.000000 Penalty: 102059.687500
Iteration 285Q: 31 clusters Score -1.222462e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265948 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11638 members 
Mstep: Class 4 contains 5653 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 25319 members 
Mstep: Class 9 contains 166517 members 
Mstep: Class 10 contains 126212 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 44918 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 186 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19756 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 327 members 
Mstep: Class 29 contains 8367 members 
Mstep: Class 30 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246208.000000 Penalty: 102059.687500
Iteration 286F: 31 clusters Score -1.222462e+08 nChanged 0
Entering ConstructFrom: 
Score: -122246208.000000 Penalty: 102059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (265948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265948 members 
Entering Unmasked Estep 
Score: -37171128.000000 Penalty: 3097.781982
	Iteration 0F: 2 clusters Score -3.717113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132972 members 
Mstep: Class 2 contains 132976 members 
Entering Unmasked Estep 
Score: -37012324.000000 Penalty: 6195.563965
	Iteration 0F: 3 clusters Score -3.701232e+07 nChanged 128575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131133 members 
Mstep: Class 2 contains 134815 members 
Entering Unmasked Estep 
Score: -37087584.000000 Penalty: 6195.563965
	Iteration 1F: 3 clusters Score -3.708758e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130363 members 
Mstep: Class 2 contains 135585 members 
Entering Unmasked Estep 
Score: -37088592.000000 Penalty: 6195.563965
	Iteration 2Q: 3 clusters Score -3.708859e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129230 members 
Mstep: Class 2 contains 136718 members 
Entering Unmasked Estep 
Score: -37089548.000000 Penalty: 6195.563965
	Iteration 3Q: 3 clusters Score -3.708955e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127548 members 
Mstep: Class 2 contains 138400 members 
Entering Unmasked Estep 
Score: -37090864.000000 Penalty: 6195.563965
	Iteration 4Q: 3 clusters Score -3.709086e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124921 members 
Mstep: Class 2 contains 141027 members 
Entering Unmasked Estep 
Score: -37092268.000000 Penalty: 6195.563965
	Iteration 5Q: 3 clusters Score -3.709227e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120878 members 
Mstep: Class 2 contains 145070 members 
Entering Unmasked Estep 
Score: -37094580.000000 Penalty: 6195.563965
	Iteration 6Q: 3 clusters Score -3.709458e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114672 members 
Mstep: Class 2 contains 151276 members 
Entering Unmasked Estep 
Score: -37098056.000000 Penalty: 6195.563965
	Iteration 7Q: 3 clusters Score -3.709806e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105743 members 
Mstep: Class 2 contains 160205 members 
Entering Unmasked Estep 
Score: -37103760.000000 Penalty: 6195.563965
	Iteration 8Q: 3 clusters Score -3.710376e+07 nChanged 14732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 171831 members 
Entering Unmasked Estep 
Score: -37112916.000000 Penalty: 6195.563965
	Iteration 9F: 3 clusters Score -3.711292e+07 nChanged 16514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80879 members 
Mstep: Class 2 contains 185069 members 
Entering Unmasked Estep 
Score: -37126280.000000 Penalty: 6195.563965
	Iteration 10F: 3 clusters Score -3.712628e+07 nChanged 16064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68931 members 
Mstep: Class 2 contains 197017 members 
Entering Unmasked Estep 
Score: -37139832.000000 Penalty: 6195.563965
	Iteration 11F: 3 clusters Score -3.713983e+07 nChanged 13452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60293 members 
Mstep: Class 2 contains 205655 members 
Entering Unmasked Estep 
Score: -37149404.000000 Penalty: 6195.563965
	Iteration 12F: 3 clusters Score -3.71494e+07 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 211438 members 
Entering Unmasked Estep 
Score: -37154432.000000 Penalty: 6195.563965
	Iteration 13Q: 3 clusters Score -3.715443e+07 nChanged 6245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49939 members 
Mstep: Class 2 contains 216009 members 
Entering Unmasked Estep 
Score: -37156840.000000 Penalty: 6195.563965
	Iteration 14Q: 3 clusters Score -3.715684e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 220282 members 
Entering Unmasked Estep 
Score: -37158688.000000 Penalty: 6195.563965
	Iteration 15Q: 3 clusters Score -3.715869e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 224273 members 
Entering Unmasked Estep 
Score: -37160540.000000 Penalty: 6195.563965
	Iteration 16Q: 3 clusters Score -3.716054e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 228153 members 
Entering Unmasked Estep 
Score: -37162172.000000 Penalty: 6195.563965
	Iteration 17Q: 3 clusters Score -3.716217e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 231938 members 
Entering Unmasked Estep 
Score: -37163664.000000 Penalty: 6195.563965
	Iteration 18Q: 3 clusters Score -3.716366e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 235618 members 
Entering Unmasked Estep 
Score: -37164984.000000 Penalty: 6195.563965
	Iteration 19Q: 3 clusters Score -3.716498e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 239100 members 
Entering Unmasked Estep 
Score: -37166932.000000 Penalty: 6195.563965
	Iteration 20F: 3 clusters Score -3.716693e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 242602 members 
Entering Unmasked Estep 
Score: -37168528.000000 Penalty: 6195.563965
	Iteration 21Q: 3 clusters Score -3.716853e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 246048 members 
Entering Unmasked Estep 
Score: -37169680.000000 Penalty: 6195.563965
	Iteration 22Q: 3 clusters Score -3.716968e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 249148 members 
Entering Unmasked Estep 
Score: -37169988.000000 Penalty: 6195.563965
	Iteration 23Q: 3 clusters Score -3.716999e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 251929 members 
Entering Unmasked Estep 
Score: -37170432.000000 Penalty: 6195.563965
	Iteration 24Q: 3 clusters Score -3.717043e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 254312 members 
Entering Unmasked Estep 
Score: -37170400.000000 Penalty: 6195.563965
	Iteration 25Q: 3 clusters Score -3.71704e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 256291 members 
Entering Unmasked Estep 
Score: -37170020.000000 Penalty: 6195.563965
	Iteration 26Q: 3 clusters Score -3.717002e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 257941 members 
Entering Unmasked Estep 
Score: -37170188.000000 Penalty: 6195.563965
	Iteration 27Q: 3 clusters Score -3.717019e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 259281 members 
Entering Unmasked Estep 
Score: -37170360.000000 Penalty: 6195.563965
	Iteration 28Q: 3 clusters Score -3.717036e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 260312 members 
Entering Unmasked Estep 
Score: -37170452.000000 Penalty: 6195.563965
	Iteration 29Q: 3 clusters Score -3.717045e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 261123 members 
Entering Unmasked Estep 
Score: -37170568.000000 Penalty: 6195.563965
	Iteration 30Q: 3 clusters Score -3.717057e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 261727 members 
Entering Unmasked Estep 
Score: -37170832.000000 Penalty: 6195.563965
	Iteration 31Q: 3 clusters Score -3.717083e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 262194 members 
Entering Unmasked Estep 
Score: -37170832.000000 Penalty: 6195.563965
	Iteration 32Q: 3 clusters Score -3.717083e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 262550 members 
Entering Unmasked Estep 
Score: -37170852.000000 Penalty: 6195.563965
	Iteration 33Q: 3 clusters Score -3.717085e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 262836 members 
Entering Unmasked Estep 
Score: -37170748.000000 Penalty: 6195.563965
	Iteration 34Q: 3 clusters Score -3.717075e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 263029 members 
Entering Unmasked Estep 
Score: -37170728.000000 Penalty: 6195.563965
	Iteration 35Q: 3 clusters Score -3.717073e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 263184 members 
Entering Unmasked Estep 
Score: -37170696.000000 Penalty: 6195.563965
	Iteration 36Q: 3 clusters Score -3.71707e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 263320 members 
Entering Unmasked Estep 
Score: -37170636.000000 Penalty: 6195.563965
	Iteration 37Q: 3 clusters Score -3.717064e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 263408 members 
Entering Unmasked Estep 
Score: -37170548.000000 Penalty: 6195.563965
	Iteration 38Q: 3 clusters Score -3.717055e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 263488 members 
Entering Unmasked Estep 
Score: -37170612.000000 Penalty: 6195.563965
	Iteration 39Q: 3 clusters Score -3.717061e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 263544 members 
Entering Unmasked Estep 
Score: -37170560.000000 Penalty: 6195.563965
	Iteration 40F: 3 clusters Score -3.717056e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 263586 members 
Entering Unmasked Estep 
Score: -37170588.000000 Penalty: 6195.563965
	Iteration 41Q: 3 clusters Score -3.717059e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 263632 members 
Entering Unmasked Estep 
Score: -37170604.000000 Penalty: 6195.563965
	Iteration 42Q: 3 clusters Score -3.71706e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 263662 members 
Entering Unmasked Estep 
Score: -37170628.000000 Penalty: 6195.563965
	Iteration 43Q: 3 clusters Score -3.717063e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 263697 members 
Entering Unmasked Estep 
Score: -37170664.000000 Penalty: 6195.563965
	Iteration 44Q: 3 clusters Score -3.717066e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 263722 members 
Entering Unmasked Estep 
Score: -37170644.000000 Penalty: 6195.563965
	Iteration 45Q: 3 clusters Score -3.717064e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 263747 members 
Entering Unmasked Estep 
Score: -37170672.000000 Penalty: 6195.563965
	Iteration 46Q: 3 clusters Score -3.717067e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 263766 members 
Entering Unmasked Estep 
Score: -37170664.000000 Penalty: 6195.563965
	Iteration 47Q: 3 clusters Score -3.717066e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 263784 members 
Entering Unmasked Estep 
Score: -37170648.000000 Penalty: 6195.563965
	Iteration 48Q: 3 clusters Score -3.717065e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 263802 members 
Entering Unmasked Estep 
Score: -37170636.000000 Penalty: 6195.563965
	Iteration 49Q: 3 clusters Score -3.717064e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 263820 members 
Entering Unmasked Estep 
Score: -37170664.000000 Penalty: 6195.563965
	Iteration 50Q: 3 clusters Score -3.717066e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 263829 members 
Entering Unmasked Estep 
Score: -37170696.000000 Penalty: 6195.563965
	Iteration 51Q: 3 clusters Score -3.71707e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 263828 members 
Entering Unmasked Estep 
Score: -37170668.000000 Penalty: 6195.563965
	Iteration 52Q: 3 clusters Score -3.717067e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 263833 members 
Entering Unmasked Estep 
Score: -37170676.000000 Penalty: 6195.563965
	Iteration 53Q: 3 clusters Score -3.717068e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 263835 members 
Entering Unmasked Estep 
Score: -37170676.000000 Penalty: 6195.563965
	Iteration 54Q: 3 clusters Score -3.717068e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 263840 members 
Entering Unmasked Estep 
Score: -37170672.000000 Penalty: 6195.563965
	Iteration 55Q: 3 clusters Score -3.717067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 263844 members 
Entering Unmasked Estep 
Score: -37170664.000000 Penalty: 6195.563965
	Iteration 56Q: 3 clusters Score -3.717066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 263847 members 
Entering Unmasked Estep 
Score: -37170664.000000 Penalty: 6195.563965
	Iteration 57Q: 3 clusters Score -3.717066e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 263852 members 
Entering Unmasked Estep 
Score: -37170680.000000 Penalty: 6195.563965
	Iteration 58Q: 3 clusters Score -3.717068e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 263852 members 
Entering Unmasked Estep 
Score: -37170684.000000 Penalty: 6195.563965
	Iteration 59Q: 3 clusters Score -3.717068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 263857 members 
Entering Unmasked Estep 
Score: -37170668.000000 Penalty: 6195.563965
	Iteration 60F: 3 clusters Score -3.717067e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 263865 members 
Entering Unmasked Estep 
Score: -37170640.000000 Penalty: 6195.563965
	Iteration 61Q: 3 clusters Score -3.717064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 263871 members 
Entering Unmasked Estep 
Score: -37170624.000000 Penalty: 6195.563965
	Iteration 62Q: 3 clusters Score -3.717062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 263873 members 
Entering Unmasked Estep 
Score: -37170664.000000 Penalty: 6195.563965
	Iteration 63Q: 3 clusters Score -3.717066e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 263871 members 
Entering Unmasked Estep 
Score: -37170672.000000 Penalty: 6195.563965
	Iteration 64Q: 3 clusters Score -3.717067e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 263874 members 
Entering Unmasked Estep 
Score: -37170652.000000 Penalty: 6195.563965
	Iteration 65Q: 3 clusters Score -3.717065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 263876 members 
Entering Unmasked Estep 
Score: -37170660.000000 Penalty: 6195.563965
	Iteration 66Q: 3 clusters Score -3.717066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 263876 members 
Entering Unmasked Estep 
Score: -37170644.000000 Penalty: 6195.563965
	Iteration 67Q: 3 clusters Score -3.717064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 263878 members 
Entering Unmasked Estep 
Score: -37170672.000000 Penalty: 6195.563965
	Iteration 68Q: 3 clusters Score -3.717067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 263882 members 
Entering Unmasked Estep 
Score: -37170676.000000 Penalty: 6195.563965
	Iteration 69Q: 3 clusters Score -3.717068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 263887 members 
Entering Unmasked Estep 
Score: -37170656.000000 Penalty: 6195.563965
	Iteration 70Q: 3 clusters Score -3.717066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 263889 members 
Entering Unmasked Estep 
Score: -37170668.000000 Penalty: 6195.563965
	Iteration 71Q: 3 clusters Score -3.717067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 263888 members 
Entering Unmasked Estep 
Score: -37170676.000000 Penalty: 6195.563965
	Iteration 72Q: 3 clusters Score -3.717068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 263891 members 
Entering Unmasked Estep 
Score: -37170680.000000 Penalty: 6195.563965
	Iteration 73Q: 3 clusters Score -3.717068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 263896 members 
Entering Unmasked Estep 
Score: -37170692.000000 Penalty: 6195.563965
	Iteration 74Q: 3 clusters Score -3.717069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 263900 members 
Entering Unmasked Estep 
Score: -37170676.000000 Penalty: 6195.563965
	Iteration 75Q: 3 clusters Score -3.717068e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 263895 members 
Entering Unmasked Estep 
Score: -37170672.000000 Penalty: 6195.563965
	Iteration 76Q: 3 clusters Score -3.717067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 263897 members 
Entering Unmasked Estep 
Score: -37170680.000000 Penalty: 6195.563965
	Iteration 77Q: 3 clusters Score -3.717068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 263898 members 
Entering Unmasked Estep 
Score: -37170688.000000 Penalty: 6195.563965
	Iteration 78Q: 3 clusters Score -3.717069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 263896 members 
Entering Unmasked Estep 
Score: -37170680.000000 Penalty: 6195.563965
	Iteration 79Q: 3 clusters Score -3.717068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 263895 members 
Entering Unmasked Estep 
Score: -37170716.000000 Penalty: 6195.563965
	Iteration 80F: 3 clusters Score -3.717072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 263897 members 
Entering Unmasked Estep 
Score: -37170720.000000 Penalty: 6195.563965
	Iteration 81Q: 3 clusters Score -3.717072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 263902 members 
Entering Unmasked Estep 
Score: -37170704.000000 Penalty: 6195.563965
	Iteration 82Q: 3 clusters Score -3.71707e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 263903 members 
Entering Unmasked Estep 
Score: -37170688.000000 Penalty: 6195.563965
	Iteration 83Q: 3 clusters Score -3.717069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 263903 members 
Entering Unmasked Estep 
Score: -37170700.000000 Penalty: 6195.563965
	Iteration 84Q: 3 clusters Score -3.71707e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 263904 members 
Entering Unmasked Estep 
Score: -37170700.000000 Penalty: 6195.563965
	Iteration 85Q: 3 clusters Score -3.71707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 263904 members 
Entering Unmasked Estep 
Score: -37170712.000000 Penalty: 6195.563965
	Iteration 86Q: 3 clusters Score -3.717071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 263903 members 
Entering Unmasked Estep 
Score: -37170712.000000 Penalty: 6195.563965
	Iteration 87Q: 3 clusters Score -3.717071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 263903 members 
Entering Unmasked Estep 
Score: -37170708.000000 Penalty: 6195.563965
	Iteration 88Q: 3 clusters Score -3.717071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 263905 members 
Entering Unmasked Estep 
Score: -37170716.000000 Penalty: 6195.563965
	Iteration 89Q: 3 clusters Score -3.717072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 263906 members 
Entering Unmasked Estep 
Score: -37170696.000000 Penalty: 6195.563965
	Iteration 90Q: 3 clusters Score -3.71707e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 263909 members 
Entering Unmasked Estep 
Score: -37170696.000000 Penalty: 6195.563965
	Iteration 91Q: 3 clusters Score -3.71707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 263910 members 
Entering Unmasked Estep 
Score: -37170708.000000 Penalty: 6195.563965
	Iteration 92Q: 3 clusters Score -3.717071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 263913 members 
Entering Unmasked Estep 
Score: -37170716.000000 Penalty: 6195.563965
	Iteration 93Q: 3 clusters Score -3.717072e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 263909 members 
Entering Unmasked Estep 
Score: -37170732.000000 Penalty: 6195.563965
	Iteration 94Q: 3 clusters Score -3.717073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 263911 members 
Entering Unmasked Estep 
Score: -37170720.000000 Penalty: 6195.563965
	Iteration 95Q: 3 clusters Score -3.717072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 263914 members 
Entering Unmasked Estep 
Score: -37170708.000000 Penalty: 6195.563965
	Iteration 96Q: 3 clusters Score -3.717071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 263918 members 
Entering Unmasked Estep 
Score: -37170704.000000 Penalty: 6195.563965
	Iteration 97Q: 3 clusters Score -3.71707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 263918 members 
Entering Unmasked Estep 
Score: -37170700.000000 Penalty: 6195.563965
	Iteration 98Q: 3 clusters Score -3.71707e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 263920 members 
Entering Unmasked Estep 
Score: -37170692.000000 Penalty: 6195.563965
	Iteration 99Q: 3 clusters Score -3.717069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 263921 members 
Entering Unmasked Estep 
Score: -37170688.000000 Penalty: 6195.563965
	Iteration 100F: 3 clusters Score -3.717069e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 263922 members 
Entering Unmasked Estep 
Score: -37170676.000000 Penalty: 6195.563965
	Iteration 101Q: 3 clusters Score -3.717068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 263922 members 
Entering Unmasked Estep 
Score: -37170676.000000 Penalty: 6195.563965
	Iteration 102F: 3 clusters Score -3.717068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Entering Unmasked Estep 
Score: -3947127.000000 Penalty: 2547.295898
	Iteration 0F: 2 clusters Score -3947127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -3927232.250000 Penalty: 5094.591797
	Iteration 0F: 3 clusters Score -3927232 nChanged 13006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3934606.750000 Penalty: 5094.591797
	Iteration 1F: 3 clusters Score -3934607 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3935380.000000 Penalty: 5094.591797
	Iteration 2F: 3 clusters Score -3935380 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -3936300.750000 Penalty: 5094.591797
	Iteration 3F: 3 clusters Score -3936301 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -3937378.750000 Penalty: 5094.591797
	Iteration 4F: 3 clusters Score -3937379 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -3938492.500000 Penalty: 5094.591797
	Iteration 5F: 3 clusters Score -3938492 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -3939499.750000 Penalty: 5094.591797
	Iteration 6F: 3 clusters Score -3939500 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3940241.000000 Penalty: 5094.591797
	Iteration 7F: 3 clusters Score -3940241 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -3940696.000000 Penalty: 5094.591797
	Iteration 8Q: 3 clusters Score -3940696 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3941044.500000 Penalty: 5094.591797
	Iteration 9Q: 3 clusters Score -3941044 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3941331.000000 Penalty: 5094.591797
	Iteration 10Q: 3 clusters Score -3941331 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -3941569.250000 Penalty: 5094.591797
	Iteration 11Q: 3 clusters Score -3941569 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -3941764.750000 Penalty: 5094.591797
	Iteration 12Q: 3 clusters Score -3941765 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3941929.250000 Penalty: 5094.591797
	Iteration 13Q: 3 clusters Score -3941929 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -3942079.000000 Penalty: 5094.591797
	Iteration 14Q: 3 clusters Score -3942079 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -3942269.250000 Penalty: 5094.591797
	Iteration 15Q: 3 clusters Score -3942269 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3942475.000000 Penalty: 5094.591797
	Iteration 16Q: 3 clusters Score -3942475 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -3942718.500000 Penalty: 5094.591797
	Iteration 17Q: 3 clusters Score -3942718 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -3942968.500000 Penalty: 5094.591797
	Iteration 18Q: 3 clusters Score -3942968 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -3943228.750000 Penalty: 5094.591797
	Iteration 19Q: 3 clusters Score -3943229 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -3943490.750000 Penalty: 5094.591797
	Iteration 20F: 3 clusters Score -3943491 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -3943690.250000 Penalty: 5094.591797
	Iteration 21Q: 3 clusters Score -3943690 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -3943889.500000 Penalty: 5094.591797
	Iteration 22Q: 3 clusters Score -3943890 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -3944069.750000 Penalty: 5094.591797
	Iteration 23Q: 3 clusters Score -3944070 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3944267.250000 Penalty: 5094.591797
	Iteration 24Q: 3 clusters Score -3944267 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -3944414.250000 Penalty: 5094.591797
	Iteration 25Q: 3 clusters Score -3944414 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -3944555.750000 Penalty: 5094.591797
	Iteration 26Q: 3 clusters Score -3944556 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -3944709.500000 Penalty: 5094.591797
	Iteration 27Q: 3 clusters Score -3944710 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -3944811.500000 Penalty: 5094.591797
	Iteration 28Q: 3 clusters Score -3944812 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3944867.500000 Penalty: 5094.591797
	Iteration 29Q: 3 clusters Score -3944868 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -3944927.750000 Penalty: 5094.591797
	Iteration 30Q: 3 clusters Score -3944928 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3944974.000000 Penalty: 5094.591797
	Iteration 31Q: 3 clusters Score -3944974 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3945003.000000 Penalty: 5094.591797
	Iteration 32Q: 3 clusters Score -3945003 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -3945035.500000 Penalty: 5094.591797
	Iteration 33Q: 3 clusters Score -3945036 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3945059.000000 Penalty: 5094.591797
	Iteration 34Q: 3 clusters Score -3945059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -3945074.000000 Penalty: 5094.591797
	Iteration 35Q: 3 clusters Score -3945074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3945084.750000 Penalty: 5094.591797
	Iteration 36Q: 3 clusters Score -3945085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3945096.500000 Penalty: 5094.591797
	Iteration 37Q: 3 clusters Score -3945096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -3945106.500000 Penalty: 5094.591797
	Iteration 38Q: 3 clusters Score -3945106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -3945120.750000 Penalty: 5094.591797
	Iteration 39Q: 3 clusters Score -3945121 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3945130.250000 Penalty: 5094.591797
	Iteration 40F: 3 clusters Score -3945130 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3945132.000000 Penalty: 5094.591797
	Iteration 41Q: 3 clusters Score -3945132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3945152.500000 Penalty: 5094.591797
	Iteration 42Q: 3 clusters Score -3945152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -3945156.250000 Penalty: 5094.591797
	Iteration 43Q: 3 clusters Score -3945156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -3945158.500000 Penalty: 5094.591797
	Iteration 44Q: 3 clusters Score -3945158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -3945159.000000 Penalty: 5094.591797
	Iteration 45Q: 3 clusters Score -3945159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -3945165.500000 Penalty: 5094.591797
	Iteration 46Q: 3 clusters Score -3945166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3945167.000000 Penalty: 5094.591797
	Iteration 47Q: 3 clusters Score -3945167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 27803 members 
Entering Unmasked Estep 
Score: -3945167.500000 Penalty: 5094.591797
	Iteration 48Q: 3 clusters Score -3945168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -3945168.250000 Penalty: 5094.591797
	Iteration 49Q: 3 clusters Score -3945168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -3945169.250000 Penalty: 5094.591797
	Iteration 50Q: 3 clusters Score -3945169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -3945169.000000 Penalty: 5094.591797
	Iteration 51Q: 3 clusters Score -3945169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3945166.500000 Penalty: 5094.591797
	Iteration 52Q: 3 clusters Score -3945166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -3945167.750000 Penalty: 5094.591797
	Iteration 53Q: 3 clusters Score -3945168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3945170.750000 Penalty: 5094.591797
	Iteration 54Q: 3 clusters Score -3945171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -3945170.750000 Penalty: 5094.591797
	Iteration 55F: 3 clusters Score -3945171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Entering Unmasked Estep 
Score: -1510666.875000 Penalty: 2321.783691
	Iteration 0F: 2 clusters Score -1510667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1501980.125000 Penalty: 4643.567383
	Iteration 0F: 3 clusters Score -1501980 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1504688.500000 Penalty: 4643.567383
	Iteration 1F: 3 clusters Score -1504688 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1505100.125000 Penalty: 4643.567383
	Iteration 2F: 3 clusters Score -1505100 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1505447.000000 Penalty: 4643.567383
	Iteration 3F: 3 clusters Score -1505447 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1505736.250000 Penalty: 4643.567383
	Iteration 4Q: 3 clusters Score -1505736 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1506052.625000 Penalty: 4643.567383
	Iteration 5Q: 3 clusters Score -1506053 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1506395.750000 Penalty: 4643.567383
	Iteration 6Q: 3 clusters Score -1506396 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1506777.625000 Penalty: 4643.567383
	Iteration 7Q: 3 clusters Score -1506778 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1507213.500000 Penalty: 4643.567383
	Iteration 8F: 3 clusters Score -1507214 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1507679.500000 Penalty: 4643.567383
	Iteration 9Q: 3 clusters Score -1507680 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1508144.375000 Penalty: 4643.567383
	Iteration 10Q: 3 clusters Score -1508144 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1508550.250000 Penalty: 4643.567383
	Iteration 11Q: 3 clusters Score -1508550 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1508847.250000 Penalty: 4643.567383
	Iteration 12Q: 3 clusters Score -1508847 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1509062.500000 Penalty: 4643.567383
	Iteration 13Q: 3 clusters Score -1509062 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1509183.375000 Penalty: 4643.567383
	Iteration 14Q: 3 clusters Score -1509183 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1509258.250000 Penalty: 4643.567383
	Iteration 15Q: 3 clusters Score -1509258 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1509311.250000 Penalty: 4643.567383
	Iteration 16Q: 3 clusters Score -1509311 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1509347.375000 Penalty: 4643.567383
	Iteration 17Q: 3 clusters Score -1509347 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1509372.625000 Penalty: 4643.567383
	Iteration 18Q: 3 clusters Score -1509373 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1509390.500000 Penalty: 4643.567383
	Iteration 19Q: 3 clusters Score -1509390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1509400.000000 Penalty: 4643.567383
	Iteration 20F: 3 clusters Score -1509400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1509412.875000 Penalty: 4643.567383
	Iteration 21Q: 3 clusters Score -1509413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1509423.125000 Penalty: 4643.567383
	Iteration 22Q: 3 clusters Score -1509423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1509428.000000 Penalty: 4643.567383
	Iteration 23Q: 3 clusters Score -1509428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1509434.375000 Penalty: 4643.567383
	Iteration 24Q: 3 clusters Score -1509434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1509446.250000 Penalty: 4643.567383
	Iteration 25Q: 3 clusters Score -1509446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1509452.250000 Penalty: 4643.567383
	Iteration 26Q: 3 clusters Score -1509452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1509458.375000 Penalty: 4643.567383
	Iteration 27Q: 3 clusters Score -1509458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1509463.875000 Penalty: 4643.567383
	Iteration 28Q: 3 clusters Score -1509464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1509467.750000 Penalty: 4643.567383
	Iteration 29Q: 3 clusters Score -1509468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1509471.750000 Penalty: 4643.567383
	Iteration 30Q: 3 clusters Score -1509472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1509473.250000 Penalty: 4643.567383
	Iteration 31Q: 3 clusters Score -1509473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1509475.500000 Penalty: 4643.567383
	Iteration 32Q: 3 clusters Score -1509476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1509477.000000 Penalty: 4643.567383
	Iteration 33Q: 3 clusters Score -1509477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1509478.625000 Penalty: 4643.567383
	Iteration 34Q: 3 clusters Score -1509479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1509479.375000 Penalty: 4643.567383
	Iteration 35Q: 3 clusters Score -1509479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1509479.375000 Penalty: 4643.567383
	Iteration 36F: 3 clusters Score -1509479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Entering Unmasked Estep 
Score: -756101.375000 Penalty: 2142.705322
	Iteration 0F: 2 clusters Score -756101.4 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 2862 members 
Entering Unmasked Estep 
Score: -751147.250000 Penalty: 4285.410645
	Iteration 0F: 3 clusters Score -751147.2 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -752509.312500 Penalty: 4285.410645
	Iteration 1F: 3 clusters Score -752509.3 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -753053.812500 Penalty: 4285.410645
	Iteration 2F: 3 clusters Score -753053.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -753554.812500 Penalty: 4285.410645
	Iteration 3F: 3 clusters Score -753554.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -753930.125000 Penalty: 4285.410645
	Iteration 4F: 3 clusters Score -753930.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -754157.875000 Penalty: 4285.410645
	Iteration 5F: 3 clusters Score -754157.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -754308.562500 Penalty: 4285.410645
	Iteration 6Q: 3 clusters Score -754308.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -754399.000000 Penalty: 4285.410645
	Iteration 7Q: 3 clusters Score -754399 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -754470.125000 Penalty: 4285.410645
	Iteration 8Q: 3 clusters Score -754470.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -754518.312500 Penalty: 4285.410645
	Iteration 9Q: 3 clusters Score -754518.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -754556.062500 Penalty: 4285.410645
	Iteration 10Q: 3 clusters Score -754556.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -754588.750000 Penalty: 4285.410645
	Iteration 11Q: 3 clusters Score -754588.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -754612.750000 Penalty: 4285.410645
	Iteration 12Q: 3 clusters Score -754612.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -754631.812500 Penalty: 4285.410645
	Iteration 13Q: 3 clusters Score -754631.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -754646.875000 Penalty: 4285.410645
	Iteration 14Q: 3 clusters Score -754646.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -754663.500000 Penalty: 4285.410645
	Iteration 15Q: 3 clusters Score -754663.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -754676.312500 Penalty: 4285.410645
	Iteration 16Q: 3 clusters Score -754676.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -754687.937500 Penalty: 4285.410645
	Iteration 17Q: 3 clusters Score -754687.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -754691.750000 Penalty: 4285.410645
	Iteration 18Q: 3 clusters Score -754691.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -754701.625000 Penalty: 4285.410645
	Iteration 19Q: 3 clusters Score -754701.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -754707.062500 Penalty: 4285.410645
	Iteration 20F: 3 clusters Score -754707.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -754710.187500 Penalty: 4285.410645
	Iteration 21Q: 3 clusters Score -754710.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -754712.062500 Penalty: 4285.410645
	Iteration 22Q: 3 clusters Score -754712.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -754714.625000 Penalty: 4285.410645
	Iteration 23Q: 3 clusters Score -754714.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -754715.375000 Penalty: 4285.410645
	Iteration 24Q: 3 clusters Score -754715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -754715.375000 Penalty: 4285.410645
	Iteration 25Q: 3 clusters Score -754715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -754715.687500 Penalty: 4285.410645
	Iteration 26Q: 3 clusters Score -754715.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -754717.187500 Penalty: 4285.410645
	Iteration 27Q: 3 clusters Score -754717.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -754717.812500 Penalty: 4285.410645
	Iteration 28Q: 3 clusters Score -754717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -754719.312500 Penalty: 4285.410645
	Iteration 29Q: 3 clusters Score -754719.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -754719.562500 Penalty: 4285.410645
	Iteration 30Q: 3 clusters Score -754719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -754720.250000 Penalty: 4285.410645
	Iteration 31Q: 3 clusters Score -754720.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -754720.875000 Penalty: 4285.410645
	Iteration 32Q: 3 clusters Score -754720.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -754722.812500 Penalty: 4285.410645
	Iteration 33Q: 3 clusters Score -754722.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -754722.812500 Penalty: 4285.410645
	Iteration 34F: 3 clusters Score -754722.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Entering Unmasked Estep 
Score: -4488112.500000 Penalty: 2581.748291
	Iteration 0F: 2 clusters Score -4488112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4465483.000000 Penalty: 5163.496582
	Iteration 0F: 3 clusters Score -4465483 nChanged 15023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -4473891.000000 Penalty: 5163.496582
	Iteration 1F: 3 clusters Score -4473891 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -4474674.500000 Penalty: 5163.496582
	Iteration 2F: 3 clusters Score -4474674 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -4475724.500000 Penalty: 5163.496582
	Iteration 3F: 3 clusters Score -4475724 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -4477314.500000 Penalty: 5163.496582
	Iteration 4F: 3 clusters Score -4477314 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -4479370.500000 Penalty: 5163.496582
	Iteration 5F: 3 clusters Score -4479370 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -4481676.500000 Penalty: 5163.496582
	Iteration 6F: 3 clusters Score -4481676 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -4483573.000000 Penalty: 5163.496582
	Iteration 7F: 3 clusters Score -4483573 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4484742.000000 Penalty: 5163.496582
	Iteration 8Q: 3 clusters Score -4484742 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4485310.000000 Penalty: 5163.496582
	Iteration 9Q: 3 clusters Score -4485310 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -4485627.500000 Penalty: 5163.496582
	Iteration 10Q: 3 clusters Score -4485628 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4485822.000000 Penalty: 5163.496582
	Iteration 11Q: 3 clusters Score -4485822 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32443 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4485926.000000 Penalty: 5163.496582
	Iteration 12Q: 3 clusters Score -4485926 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4486006.500000 Penalty: 5163.496582
	Iteration 13Q: 3 clusters Score -4486006 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4486091.000000 Penalty: 5163.496582
	Iteration 14Q: 3 clusters Score -4486091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4486121.500000 Penalty: 5163.496582
	Iteration 15Q: 3 clusters Score -4486122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4486153.500000 Penalty: 5163.496582
	Iteration 16Q: 3 clusters Score -4486154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4486182.000000 Penalty: 5163.496582
	Iteration 17Q: 3 clusters Score -4486182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4486214.500000 Penalty: 5163.496582
	Iteration 18Q: 3 clusters Score -4486214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4486244.500000 Penalty: 5163.496582
	Iteration 19Q: 3 clusters Score -4486244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4486268.500000 Penalty: 5163.496582
	Iteration 20F: 3 clusters Score -4486268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4486289.500000 Penalty: 5163.496582
	Iteration 21Q: 3 clusters Score -4486290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4486300.000000 Penalty: 5163.496582
	Iteration 22Q: 3 clusters Score -4486300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4486312.000000 Penalty: 5163.496582
	Iteration 23Q: 3 clusters Score -4486312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4486317.500000 Penalty: 5163.496582
	Iteration 24Q: 3 clusters Score -4486318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4486326.500000 Penalty: 5163.496582
	Iteration 25Q: 3 clusters Score -4486326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4486326.000000 Penalty: 5163.496582
	Iteration 26Q: 3 clusters Score -4486326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4486331.500000 Penalty: 5163.496582
	Iteration 27Q: 3 clusters Score -4486332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4486329.500000 Penalty: 5163.496582
	Iteration 28Q: 3 clusters Score -4486330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4486335.000000 Penalty: 5163.496582
	Iteration 29Q: 3 clusters Score -4486335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4486346.000000 Penalty: 5163.496582
	Iteration 30Q: 3 clusters Score -4486346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4486346.500000 Penalty: 5163.496582
	Iteration 31Q: 3 clusters Score -4486346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4486346.500000 Penalty: 5163.496582
	Iteration 32F: 3 clusters Score -4486346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Entering Unmasked Estep 
Score: -704119.812500 Penalty: 2127.928223
	Iteration 0F: 2 clusters Score -704119.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -699367.562500 Penalty: 4255.856445
	Iteration 0F: 3 clusters Score -699367.6 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -700527.812500 Penalty: 4255.856445
	Iteration 1F: 3 clusters Score -700527.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -700728.750000 Penalty: 4255.856445
	Iteration 2F: 3 clusters Score -700728.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -700851.812500 Penalty: 4255.856445
	Iteration 3Q: 3 clusters Score -700851.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -700927.562500 Penalty: 4255.856445
	Iteration 4Q: 3 clusters Score -700927.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -700982.375000 Penalty: 4255.856445
	Iteration 5Q: 3 clusters Score -700982.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -701031.437500 Penalty: 4255.856445
	Iteration 6Q: 3 clusters Score -701031.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -701075.375000 Penalty: 4255.856445
	Iteration 7Q: 3 clusters Score -701075.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -701106.312500 Penalty: 4255.856445
	Iteration 8Q: 3 clusters Score -701106.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -701130.375000 Penalty: 4255.856445
	Iteration 9Q: 3 clusters Score -701130.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -701151.562500 Penalty: 4255.856445
	Iteration 10Q: 3 clusters Score -701151.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -701171.375000 Penalty: 4255.856445
	Iteration 11Q: 3 clusters Score -701171.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -701191.250000 Penalty: 4255.856445
	Iteration 12Q: 3 clusters Score -701191.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -701208.187500 Penalty: 4255.856445
	Iteration 13Q: 3 clusters Score -701208.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -701229.500000 Penalty: 4255.856445
	Iteration 14Q: 3 clusters Score -701229.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -701249.937500 Penalty: 4255.856445
	Iteration 15Q: 3 clusters Score -701249.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -701271.000000 Penalty: 4255.856445
	Iteration 16Q: 3 clusters Score -701271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -701289.062500 Penalty: 4255.856445
	Iteration 17Q: 3 clusters Score -701289.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -701303.000000 Penalty: 4255.856445
	Iteration 18Q: 3 clusters Score -701303 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -701317.062500 Penalty: 4255.856445
	Iteration 19Q: 3 clusters Score -701317.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -701333.250000 Penalty: 4255.856445
	Iteration 20F: 3 clusters Score -701333.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -701350.187500 Penalty: 4255.856445
	Iteration 21Q: 3 clusters Score -701350.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -701367.500000 Penalty: 4255.856445
	Iteration 22Q: 3 clusters Score -701367.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -701380.687500 Penalty: 4255.856445
	Iteration 23Q: 3 clusters Score -701380.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -701394.125000 Penalty: 4255.856445
	Iteration 24Q: 3 clusters Score -701394.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -701402.937500 Penalty: 4255.856445
	Iteration 25Q: 3 clusters Score -701402.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -701415.000000 Penalty: 4255.856445
	Iteration 26Q: 3 clusters Score -701415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -701422.062500 Penalty: 4255.856445
	Iteration 27Q: 3 clusters Score -701422.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -701433.937500 Penalty: 4255.856445
	Iteration 28Q: 3 clusters Score -701433.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -701448.187500 Penalty: 4255.856445
	Iteration 29Q: 3 clusters Score -701448.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -701464.000000 Penalty: 4255.856445
	Iteration 30Q: 3 clusters Score -701464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -701485.250000 Penalty: 4255.856445
	Iteration 31Q: 3 clusters Score -701485.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -701513.875000 Penalty: 4255.856445
	Iteration 32Q: 3 clusters Score -701513.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -701541.250000 Penalty: 4255.856445
	Iteration 33Q: 3 clusters Score -701541.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -701570.375000 Penalty: 4255.856445
	Iteration 34Q: 3 clusters Score -701570.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -701599.250000 Penalty: 4255.856445
	Iteration 35Q: 3 clusters Score -701599.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -701626.500000 Penalty: 4255.856445
	Iteration 36Q: 3 clusters Score -701626.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -701648.562500 Penalty: 4255.856445
	Iteration 37Q: 3 clusters Score -701648.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -701673.937500 Penalty: 4255.856445
	Iteration 38Q: 3 clusters Score -701673.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -701698.125000 Penalty: 4255.856445
	Iteration 39Q: 3 clusters Score -701698.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -701723.250000 Penalty: 4255.856445
	Iteration 40F: 3 clusters Score -701723.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -701744.937500 Penalty: 4255.856445
	Iteration 41Q: 3 clusters Score -701744.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -701770.437500 Penalty: 4255.856445
	Iteration 42Q: 3 clusters Score -701770.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -701797.500000 Penalty: 4255.856445
	Iteration 43Q: 3 clusters Score -701797.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -701827.687500 Penalty: 4255.856445
	Iteration 44Q: 3 clusters Score -701827.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -701866.750000 Penalty: 4255.856445
	Iteration 45Q: 3 clusters Score -701866.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -701896.437500 Penalty: 4255.856445
	Iteration 46Q: 3 clusters Score -701896.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -701927.687500 Penalty: 4255.856445
	Iteration 47Q: 3 clusters Score -701927.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -701960.812500 Penalty: 4255.856445
	Iteration 48Q: 3 clusters Score -701960.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -701990.937500 Penalty: 4255.856445
	Iteration 49Q: 3 clusters Score -701990.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -702022.875000 Penalty: 4255.856445
	Iteration 50Q: 3 clusters Score -702022.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -702051.625000 Penalty: 4255.856445
	Iteration 51Q: 3 clusters Score -702051.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -702071.750000 Penalty: 4255.856445
	Iteration 52Q: 3 clusters Score -702071.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -702085.312500 Penalty: 4255.856445
	Iteration 53Q: 3 clusters Score -702085.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -702095.437500 Penalty: 4255.856445
	Iteration 54Q: 3 clusters Score -702095.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -702106.875000 Penalty: 4255.856445
	Iteration 55Q: 3 clusters Score -702106.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -702121.750000 Penalty: 4255.856445
	Iteration 56Q: 3 clusters Score -702121.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -702135.875000 Penalty: 4255.856445
	Iteration 57Q: 3 clusters Score -702135.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -702150.625000 Penalty: 4255.856445
	Iteration 58Q: 3 clusters Score -702150.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -702162.875000 Penalty: 4255.856445
	Iteration 59Q: 3 clusters Score -702162.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -702170.187500 Penalty: 4255.856445
	Iteration 60F: 3 clusters Score -702170.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -702181.125000 Penalty: 4255.856445
	Iteration 61Q: 3 clusters Score -702181.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -702198.500000 Penalty: 4255.856445
	Iteration 62Q: 3 clusters Score -702198.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -702211.062500 Penalty: 4255.856445
	Iteration 63Q: 3 clusters Score -702211.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -702219.062500 Penalty: 4255.856445
	Iteration 64Q: 3 clusters Score -702219.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -702229.125000 Penalty: 4255.856445
	Iteration 65Q: 3 clusters Score -702229.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -702235.562500 Penalty: 4255.856445
	Iteration 66Q: 3 clusters Score -702235.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -702237.625000 Penalty: 4255.856445
	Iteration 67Q: 3 clusters Score -702237.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -702240.437500 Penalty: 4255.856445
	Iteration 68Q: 3 clusters Score -702240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -702240.875000 Penalty: 4255.856445
	Iteration 69Q: 3 clusters Score -702240.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -702242.937500 Penalty: 4255.856445
	Iteration 70Q: 3 clusters Score -702242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -702243.687500 Penalty: 4255.856445
	Iteration 71Q: 3 clusters Score -702243.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -702243.687500 Penalty: 4255.856445
	Iteration 72F: 3 clusters Score -702243.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (52567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Entering Unmasked Estep 
Score: -6980302.000000 Penalty: 2695.721191
	Iteration 0F: 2 clusters Score -6980302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -6944961.500000 Penalty: 5391.442383
	Iteration 0F: 3 clusters Score -6944962 nChanged 24318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -6958458.000000 Penalty: 5391.442383
	Iteration 1F: 3 clusters Score -6958458 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -6959176.000000 Penalty: 5391.442383
	Iteration 2Q: 3 clusters Score -6959176 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -6960070.000000 Penalty: 5391.442383
	Iteration 3Q: 3 clusters Score -6960070 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -6961097.500000 Penalty: 5391.442383
	Iteration 4Q: 3 clusters Score -6961098 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22687 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -6962413.000000 Penalty: 5391.442383
	Iteration 5F: 3 clusters Score -6962413 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -6963967.500000 Penalty: 5391.442383
	Iteration 6F: 3 clusters Score -6963968 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 33399 members 
Entering Unmasked Estep 
Score: -6965717.000000 Penalty: 5391.442383
	Iteration 7F: 3 clusters Score -6965717 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -6967414.000000 Penalty: 5391.442383
	Iteration 8F: 3 clusters Score -6967414 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -6969040.500000 Penalty: 5391.442383
	Iteration 9F: 3 clusters Score -6969040 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -6970512.500000 Penalty: 5391.442383
	Iteration 10Q: 3 clusters Score -6970512 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -6971774.000000 Penalty: 5391.442383
	Iteration 11Q: 3 clusters Score -6971774 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -6972982.500000 Penalty: 5391.442383
	Iteration 12Q: 3 clusters Score -6972982 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -6974180.000000 Penalty: 5391.442383
	Iteration 13Q: 3 clusters Score -6974180 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -6975317.500000 Penalty: 5391.442383
	Iteration 14Q: 3 clusters Score -6975318 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 47295 members 
Entering Unmasked Estep 
Score: -6976109.000000 Penalty: 5391.442383
	Iteration 15Q: 3 clusters Score -6976109 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -6976641.500000 Penalty: 5391.442383
	Iteration 16Q: 3 clusters Score -6976642 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 48570 members 
Entering Unmasked Estep 
Score: -6976946.000000 Penalty: 5391.442383
	Iteration 17Q: 3 clusters Score -6976946 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 48991 members 
Entering Unmasked Estep 
Score: -6977182.500000 Penalty: 5391.442383
	Iteration 18Q: 3 clusters Score -6977182 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -6977353.000000 Penalty: 5391.442383
	Iteration 19Q: 3 clusters Score -6977353 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 49600 members 
Entering Unmasked Estep 
Score: -6977494.500000 Penalty: 5391.442383
	Iteration 20F: 3 clusters Score -6977494 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -6977589.500000 Penalty: 5391.442383
	Iteration 21Q: 3 clusters Score -6977590 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 50044 members 
Entering Unmasked Estep 
Score: -6977713.500000 Penalty: 5391.442383
	Iteration 22Q: 3 clusters Score -6977714 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -6977776.000000 Penalty: 5391.442383
	Iteration 23Q: 3 clusters Score -6977776 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -6977874.000000 Penalty: 5391.442383
	Iteration 24Q: 3 clusters Score -6977874 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -6977904.000000 Penalty: 5391.442383
	Iteration 25Q: 3 clusters Score -6977904 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -6977949.500000 Penalty: 5391.442383
	Iteration 26Q: 3 clusters Score -6977950 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -6978002.500000 Penalty: 5391.442383
	Iteration 27Q: 3 clusters Score -6978002 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 50767 members 
Entering Unmasked Estep 
Score: -6978028.000000 Penalty: 5391.442383
	Iteration 28Q: 3 clusters Score -6978028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 50845 members 
Entering Unmasked Estep 
Score: -6978057.500000 Penalty: 5391.442383
	Iteration 29Q: 3 clusters Score -6978058 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 50901 members 
Entering Unmasked Estep 
Score: -6978075.500000 Penalty: 5391.442383
	Iteration 30Q: 3 clusters Score -6978076 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -6978075.500000 Penalty: 5391.442383
	Iteration 31Q: 3 clusters Score -6978076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 50985 members 
Entering Unmasked Estep 
Score: -6978098.000000 Penalty: 5391.442383
	Iteration 32Q: 3 clusters Score -6978098 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 51033 members 
Entering Unmasked Estep 
Score: -6978116.000000 Penalty: 5391.442383
	Iteration 33Q: 3 clusters Score -6978116 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 51076 members 
Entering Unmasked Estep 
Score: -6978125.000000 Penalty: 5391.442383
	Iteration 34Q: 3 clusters Score -6978125 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -6978134.500000 Penalty: 5391.442383
	Iteration 35Q: 3 clusters Score -6978134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -6978152.500000 Penalty: 5391.442383
	Iteration 36Q: 3 clusters Score -6978152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 51182 members 
Entering Unmasked Estep 
Score: -6978182.500000 Penalty: 5391.442383
	Iteration 37Q: 3 clusters Score -6978182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 51218 members 
Entering Unmasked Estep 
Score: -6978211.500000 Penalty: 5391.442383
	Iteration 38Q: 3 clusters Score -6978212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 51249 members 
Entering Unmasked Estep 
Score: -6978222.500000 Penalty: 5391.442383
	Iteration 39Q: 3 clusters Score -6978222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 51276 members 
Entering Unmasked Estep 
Score: -6978226.000000 Penalty: 5391.442383
	Iteration 40F: 3 clusters Score -6978226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 51302 members 
Entering Unmasked Estep 
Score: -6978257.000000 Penalty: 5391.442383
	Iteration 41Q: 3 clusters Score -6978257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -6978270.000000 Penalty: 5391.442383
	Iteration 42Q: 3 clusters Score -6978270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -6978269.000000 Penalty: 5391.442383
	Iteration 43Q: 3 clusters Score -6978269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -6978286.000000 Penalty: 5391.442383
	Iteration 44Q: 3 clusters Score -6978286 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 51372 members 
Entering Unmasked Estep 
Score: -6978288.000000 Penalty: 5391.442383
	Iteration 45Q: 3 clusters Score -6978288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 51381 members 
Entering Unmasked Estep 
Score: -6978293.500000 Penalty: 5391.442383
	Iteration 46Q: 3 clusters Score -6978294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -6978297.500000 Penalty: 5391.442383
	Iteration 47Q: 3 clusters Score -6978298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -6978300.500000 Penalty: 5391.442383
	Iteration 48Q: 3 clusters Score -6978300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 51399 members 
Entering Unmasked Estep 
Score: -6978303.000000 Penalty: 5391.442383
	Iteration 49Q: 3 clusters Score -6978303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 51404 members 
Entering Unmasked Estep 
Score: -6978308.500000 Penalty: 5391.442383
	Iteration 50Q: 3 clusters Score -6978308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -6978309.000000 Penalty: 5391.442383
	Iteration 51Q: 3 clusters Score -6978309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 51411 members 
Entering Unmasked Estep 
Score: -6978308.000000 Penalty: 5391.442383
	Iteration 52Q: 3 clusters Score -6978308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -6978311.000000 Penalty: 5391.442383
	Iteration 53Q: 3 clusters Score -6978311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 51419 members 
Entering Unmasked Estep 
Score: -6978314.000000 Penalty: 5391.442383
	Iteration 54Q: 3 clusters Score -6978314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -6978323.500000 Penalty: 5391.442383
	Iteration 55Q: 3 clusters Score -6978324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -6978317.500000 Penalty: 5391.442383
	Iteration 56Q: 3 clusters Score -6978318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -6978320.000000 Penalty: 5391.442383
	Iteration 57Q: 3 clusters Score -6978320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -6978322.500000 Penalty: 5391.442383
	Iteration 58Q: 3 clusters Score -6978322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -6978319.000000 Penalty: 5391.442383
	Iteration 59Q: 3 clusters Score -6978319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -6978319.000000 Penalty: 5391.442383
	Iteration 60F: 3 clusters Score -6978319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Entering Unmasked Estep 
Score: -3425368.500000 Penalty: 2514.549072
	Iteration 0F: 2 clusters Score -3425368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -3407917.000000 Penalty: 5029.098145
	Iteration 0F: 3 clusters Score -3407917 nChanged 11215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3414273.250000 Penalty: 5029.098145
	Iteration 1F: 3 clusters Score -3414273 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3415095.250000 Penalty: 5029.098145
	Iteration 2F: 3 clusters Score -3415095 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -3416158.000000 Penalty: 5029.098145
	Iteration 3F: 3 clusters Score -3416158 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -3417477.750000 Penalty: 5029.098145
	Iteration 4F: 3 clusters Score -3417478 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -3418902.750000 Penalty: 5029.098145
	Iteration 5F: 3 clusters Score -3418903 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -3420253.500000 Penalty: 5029.098145
	Iteration 6F: 3 clusters Score -3420254 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -3421397.500000 Penalty: 5029.098145
	Iteration 7F: 3 clusters Score -3421398 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -3422345.000000 Penalty: 5029.098145
	Iteration 8Q: 3 clusters Score -3422345 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -3423005.500000 Penalty: 5029.098145
	Iteration 9Q: 3 clusters Score -3423006 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -3423538.250000 Penalty: 5029.098145
	Iteration 10Q: 3 clusters Score -3423538 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -3424114.250000 Penalty: 5029.098145
	Iteration 11Q: 3 clusters Score -3424114 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -3424606.250000 Penalty: 5029.098145
	Iteration 12Q: 3 clusters Score -3424606 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -3424914.250000 Penalty: 5029.098145
	Iteration 13Q: 3 clusters Score -3424914 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -3425132.750000 Penalty: 5029.098145
	Iteration 14Q: 3 clusters Score -3425133 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -3425314.250000 Penalty: 5029.098145
	Iteration 15Q: 3 clusters Score -3425314 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -3425469.500000 Penalty: 5029.098145
	Iteration 16Q: 3 clusters Score -3425470 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -3425606.500000 Penalty: 5029.098145
	Iteration 17Q: 3 clusters Score -3425606 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3425711.000000 Penalty: 5029.098145
	Iteration 18Q: 3 clusters Score -3425711 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -3425785.750000 Penalty: 5029.098145
	Iteration 19Q: 3 clusters Score -3425786 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -3425832.750000 Penalty: 5029.098145
	Iteration 20F: 3 clusters Score -3425833 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -3425877.000000 Penalty: 5029.098145
	Iteration 21Q: 3 clusters Score -3425877 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -3425902.750000 Penalty: 5029.098145
	Iteration 22Q: 3 clusters Score -3425903 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3425908.750000 Penalty: 5029.098145
	Iteration 23Q: 3 clusters Score -3425909 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -3425913.750000 Penalty: 5029.098145
	Iteration 24Q: 3 clusters Score -3425914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -3425920.250000 Penalty: 5029.098145
	Iteration 25Q: 3 clusters Score -3425920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -3425929.750000 Penalty: 5029.098145
	Iteration 26Q: 3 clusters Score -3425930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -3425925.750000 Penalty: 5029.098145
	Iteration 27Q: 3 clusters Score -3425926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -3425929.750000 Penalty: 5029.098145
	Iteration 28Q: 3 clusters Score -3425930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3425924.500000 Penalty: 5029.098145
	Iteration 29Q: 3 clusters Score -3425924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -3425931.000000 Penalty: 5029.098145
	Iteration 30Q: 3 clusters Score -3425931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -3425932.250000 Penalty: 5029.098145
	Iteration 31Q: 3 clusters Score -3425932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -3425926.750000 Penalty: 5029.098145
	Iteration 32Q: 3 clusters Score -3425927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -3425927.500000 Penalty: 5029.098145
	Iteration 33Q: 3 clusters Score -3425928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3425928.500000 Penalty: 5029.098145
	Iteration 34Q: 3 clusters Score -3425928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3425926.750000 Penalty: 5029.098145
	Iteration 35Q: 3 clusters Score -3425927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -3425929.250000 Penalty: 5029.098145
	Iteration 36Q: 3 clusters Score -3425929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3425923.000000 Penalty: 5029.098145
	Iteration 37Q: 3 clusters Score -3425923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -3425930.500000 Penalty: 5029.098145
	Iteration 38Q: 3 clusters Score -3425930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -3425930.750000 Penalty: 5029.098145
	Iteration 39Q: 3 clusters Score -3425931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3425927.500000 Penalty: 5029.098145
	Iteration 40F: 3 clusters Score -3425928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -3425931.000000 Penalty: 5029.098145
	Iteration 41Q: 3 clusters Score -3425931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -3425933.500000 Penalty: 5029.098145
	Iteration 42Q: 3 clusters Score -3425934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -3425930.000000 Penalty: 5029.098145
	Iteration 43Q: 3 clusters Score -3425930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3425931.250000 Penalty: 5029.098145
	Iteration 44Q: 3 clusters Score -3425931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3425931.250000 Penalty: 5029.098145
	Iteration 45F: 3 clusters Score -3425931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 265948 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 11638 members 
Mstep: Class 4 contains 5653 members 
Mstep: Class 5 contains 33199 members 
Mstep: Class 6 contains 5326 members 
Mstep: Class 7 contains 52567 members 
Mstep: Class 8 contains 18793 members 
Mstep: Class 9 contains 166517 members 
Mstep: Class 10 contains 126212 members 
Mstep: Class 11 contains 28615 members 
Mstep: Class 12 contains 44918 members 
Mstep: Class 13 contains 8112 members 
Mstep: Class 14 contains 401 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 17 contains 17050 members 
Mstep: Class 18 contains 3583 members 
Mstep: Class 19 contains 186 members 
Mstep: Class 20 contains 543 members 
Mstep: Class 21 contains 19756 members 
Mstep: Class 22 contains 397 members 
Mstep: Class 23 contains 28914 members 
Mstep: Class 24 contains 492 members 
Mstep: Class 25 contains 256 members 
Mstep: Class 26 contains 234 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 327 members 
Mstep: Class 29 contains 8367 members 
Mstep: Class 30 contains 539 members 
Mstep: Class 31 contains 6526 members 
Entering Unmasked Estep 
Score: -122245832.000000 Penalty: 105461.679688
Splitting cluster 8 changes total score from -122246208.000000 to -122245832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (166517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166517 members 
Entering Unmasked Estep 
Score: -22791882.000000 Penalty: 2981.667480
	Iteration 0F: 2 clusters Score -2.279188e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83175 members 
Mstep: Class 2 contains 83342 members 
Entering Unmasked Estep 
Score: -22684588.000000 Penalty: 5963.334961
	Iteration 0F: 3 clusters Score -2.268459e+07 nChanged 79663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 88103 members 
Entering Unmasked Estep 
Score: -22731700.000000 Penalty: 5963.334961
	Iteration 1F: 3 clusters Score -2.27317e+07 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74904 members 
Mstep: Class 2 contains 91613 members 
Entering Unmasked Estep 
Score: -22734352.000000 Penalty: 5963.334961
	Iteration 2Q: 3 clusters Score -2.273435e+07 nChanged 8843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 96684 members 
Entering Unmasked Estep 
Score: -22738370.000000 Penalty: 5963.334961
	Iteration 3F: 3 clusters Score -2.273837e+07 nChanged 10590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62963 members 
Mstep: Class 2 contains 103554 members 
Entering Unmasked Estep 
Score: -22744362.000000 Penalty: 5963.334961
	Iteration 4F: 3 clusters Score -2.274436e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54778 members 
Mstep: Class 2 contains 111739 members 
Entering Unmasked Estep 
Score: -22752030.000000 Penalty: 5963.334961
	Iteration 5F: 3 clusters Score -2.275203e+07 nChanged 11574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 120403 members 
Entering Unmasked Estep 
Score: -22759548.000000 Penalty: 5963.334961
	Iteration 6F: 3 clusters Score -2.275955e+07 nChanged 10213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 128804 members 
Entering Unmasked Estep 
Score: -22766504.000000 Penalty: 5963.334961
	Iteration 7F: 3 clusters Score -2.27665e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -22773250.000000 Penalty: 5963.334961
	Iteration 8F: 3 clusters Score -2.277325e+07 nChanged 6873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 142753 members 
Entering Unmasked Estep 
Score: -22779340.000000 Penalty: 5963.334961
	Iteration 9Q: 3 clusters Score -2.277934e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 146898 members 
Entering Unmasked Estep 
Score: -22784684.000000 Penalty: 5963.334961
	Iteration 10Q: 3 clusters Score -2.278468e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 148876 members 
Entering Unmasked Estep 
Score: -22788674.000000 Penalty: 5963.334961
	Iteration 11Q: 3 clusters Score -2.278867e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 149729 members 
Entering Unmasked Estep 
Score: -22790410.000000 Penalty: 5963.334961
	Iteration 12Q: 3 clusters Score -2.279041e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 150310 members 
Entering Unmasked Estep 
Score: -22790970.000000 Penalty: 5963.334961
	Iteration 13Q: 3 clusters Score -2.279097e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 150761 members 
Entering Unmasked Estep 
Score: -22791252.000000 Penalty: 5963.334961
	Iteration 14Q: 3 clusters Score -2.279125e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 151140 members 
Entering Unmasked Estep 
Score: -22791420.000000 Penalty: 5963.334961
	Iteration 15Q: 3 clusters Score -2.279142e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 151491 members 
Entering Unmasked Estep 
Score: -22791450.000000 Penalty: 5963.334961
	Iteration 16Q: 3 clusters Score -2.279145e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 151791 members 
Entering Unmasked Estep 
Score: -22791490.000000 Penalty: 5963.334961
	Iteration 17Q: 3 clusters Score -2.279149e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 152048 members 
Entering Unmasked Estep 
Score: -22791508.000000 Penalty: 5963.334961
	Iteration 18Q: 3 clusters Score -2.279151e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 152281 members 
Entering Unmasked Estep 
Score: -22791506.000000 Penalty: 5963.334961
	Iteration 19Q: 3 clusters Score -2.279151e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 152500 members 
Entering Unmasked Estep 
Score: -22791526.000000 Penalty: 5963.334961
	Iteration 20F: 3 clusters Score -2.279153e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 152706 members 
Entering Unmasked Estep 
Score: -22791502.000000 Penalty: 5963.334961
	Iteration 21Q: 3 clusters Score -2.27915e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 152888 members 
Entering Unmasked Estep 
Score: -22791486.000000 Penalty: 5963.334961
	Iteration 22Q: 3 clusters Score -2.279149e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 153052 members 
Entering Unmasked Estep 
Score: -22791490.000000 Penalty: 5963.334961
	Iteration 23Q: 3 clusters Score -2.279149e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 153208 members 
Entering Unmasked Estep 
Score: -22791512.000000 Penalty: 5963.334961
	Iteration 24Q: 3 clusters Score -2.279151e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 153354 members 
Entering Unmasked Estep 
Score: -22791498.000000 Penalty: 5963.334961
	Iteration 25Q: 3 clusters Score -2.27915e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 153498 members 
Entering Unmasked Estep 
Score: -22791492.000000 Penalty: 5963.334961
	Iteration 26Q: 3 clusters Score -2.279149e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 153641 members 
Entering Unmasked Estep 
Score: -22791474.000000 Penalty: 5963.334961
	Iteration 27Q: 3 clusters Score -2.279147e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 153760 members 
Entering Unmasked Estep 
Score: -22791480.000000 Penalty: 5963.334961
	Iteration 28Q: 3 clusters Score -2.279148e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 153845 members 
Entering Unmasked Estep 
Score: -22791498.000000 Penalty: 5963.334961
	Iteration 29Q: 3 clusters Score -2.27915e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 153923 members 
Entering Unmasked Estep 
Score: -22791446.000000 Penalty: 5963.334961
	Iteration 30Q: 3 clusters Score -2.279145e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 153986 members 
Entering Unmasked Estep 
Score: -22791436.000000 Penalty: 5963.334961
	Iteration 31Q: 3 clusters Score -2.279144e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 154045 members 
Entering Unmasked Estep 
Score: -22791444.000000 Penalty: 5963.334961
	Iteration 32Q: 3 clusters Score -2.279144e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 154095 members 
Entering Unmasked Estep 
Score: -22791416.000000 Penalty: 5963.334961
	Iteration 33Q: 3 clusters Score -2.279142e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 154142 members 
Entering Unmasked Estep 
Score: -22791408.000000 Penalty: 5963.334961
	Iteration 34Q: 3 clusters Score -2.279141e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 154189 members 
Entering Unmasked Estep 
Score: -22791390.000000 Penalty: 5963.334961
	Iteration 35Q: 3 clusters Score -2.279139e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 154227 members 
Entering Unmasked Estep 
Score: -22791386.000000 Penalty: 5963.334961
	Iteration 36Q: 3 clusters Score -2.279139e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 154269 members 
Entering Unmasked Estep 
Score: -22791404.000000 Penalty: 5963.334961
	Iteration 37Q: 3 clusters Score -2.27914e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 154312 members 
Entering Unmasked Estep 
Score: -22791400.000000 Penalty: 5963.334961
	Iteration 38Q: 3 clusters Score -2.27914e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 154348 members 
Entering Unmasked Estep 
Score: -22791392.000000 Penalty: 5963.334961
	Iteration 39Q: 3 clusters Score -2.279139e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 154378 members 
Entering Unmasked Estep 
Score: -22791384.000000 Penalty: 5963.334961
	Iteration 40F: 3 clusters Score -2.279138e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 154400 members 
Entering Unmasked Estep 
Score: -22791348.000000 Penalty: 5963.334961
	Iteration 41Q: 3 clusters Score -2.279135e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 154418 members 
Entering Unmasked Estep 
Score: -22791372.000000 Penalty: 5963.334961
	Iteration 42Q: 3 clusters Score -2.279137e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 154443 members 
Entering Unmasked Estep 
Score: -22791362.000000 Penalty: 5963.334961
	Iteration 43Q: 3 clusters Score -2.279136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 154463 members 
Entering Unmasked Estep 
Score: -22791378.000000 Penalty: 5963.334961
	Iteration 44Q: 3 clusters Score -2.279138e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 154485 members 
Entering Unmasked Estep 
Score: -22791364.000000 Penalty: 5963.334961
	Iteration 45Q: 3 clusters Score -2.279136e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 154505 members 
Entering Unmasked Estep 
Score: -22791342.000000 Penalty: 5963.334961
	Iteration 46Q: 3 clusters Score -2.279134e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 154529 members 
Entering Unmasked Estep 
Score: -22791316.000000 Penalty: 5963.334961
	Iteration 47Q: 3 clusters Score -2.279132e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 154552 members 
Entering Unmasked Estep 
Score: -22791310.000000 Penalty: 5963.334961
	Iteration 48Q: 3 clusters Score -2.279131e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 154571 members 
Entering Unmasked Estep 
Score: -22791286.000000 Penalty: 5963.334961
	Iteration 49Q: 3 clusters Score -2.279129e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 154596 members 
Entering Unmasked Estep 
Score: -22791290.000000 Penalty: 5963.334961
	Iteration 50Q: 3 clusters Score -2.279129e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 154620 members 
Entering Unmasked Estep 
Score: -22791308.000000 Penalty: 5963.334961
	Iteration 51Q: 3 clusters Score -2.279131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 154641 members 
Entering Unmasked Estep 
Score: -22791312.000000 Penalty: 5963.334961
	Iteration 52Q: 3 clusters Score -2.279131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 154649 members 
Entering Unmasked Estep 
Score: -22791294.000000 Penalty: 5963.334961
	Iteration 53Q: 3 clusters Score -2.279129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 154657 members 
Entering Unmasked Estep 
Score: -22791294.000000 Penalty: 5963.334961
	Iteration 54Q: 3 clusters Score -2.279129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 154666 members 
Entering Unmasked Estep 
Score: -22791292.000000 Penalty: 5963.334961
	Iteration 55Q: 3 clusters Score -2.279129e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 154678 members 
Entering Unmasked Estep 
Score: -22791284.000000 Penalty: 5963.334961
	Iteration 56Q: 3 clusters Score -2.279128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 154692 members 
Entering Unmasked Estep 
Score: -22791304.000000 Penalty: 5963.334961
	Iteration 57Q: 3 clusters Score -2.27913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 154710 members 
Entering Unmasked Estep 
Score: -22791298.000000 Penalty: 5963.334961
	Iteration 58Q: 3 clusters Score -2.27913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 154721 members 
Entering Unmasked Estep 
Score: -22791294.000000 Penalty: 5963.334961
	Iteration 59Q: 3 clusters Score -2.279129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 154730 members 
Entering Unmasked Estep 
Score: -22791296.000000 Penalty: 5963.334961
	Iteration 60F: 3 clusters Score -2.27913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 154739 members 
Entering Unmasked Estep 
Score: -22791302.000000 Penalty: 5963.334961
	Iteration 61Q: 3 clusters Score -2.27913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 154747 members 
Entering Unmasked Estep 
Score: -22791308.000000 Penalty: 5963.334961
	Iteration 62Q: 3 clusters Score -2.279131e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 154760 members 
Entering Unmasked Estep 
Score: -22791302.000000 Penalty: 5963.334961
	Iteration 63Q: 3 clusters Score -2.27913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 154772 members 
Entering Unmasked Estep 
Score: -22791304.000000 Penalty: 5963.334961
	Iteration 64Q: 3 clusters Score -2.27913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 154779 members 
Entering Unmasked Estep 
Score: -22791306.000000 Penalty: 5963.334961
	Iteration 65Q: 3 clusters Score -2.279131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11726 members 
Mstep: Class 2 contains 154791 members 
Entering Unmasked Estep 
Score: -22791280.000000 Penalty: 5963.334961
	Iteration 66Q: 3 clusters Score -2.279128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 154801 members 
Entering Unmasked Estep 
Score: -22791282.000000 Penalty: 5963.334961
	Iteration 67Q: 3 clusters Score -2.279128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 154808 members 
Entering Unmasked Estep 
Score: -22791292.000000 Penalty: 5963.334961
	Iteration 68Q: 3 clusters Score -2.279129e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 154818 members 
Entering Unmasked Estep 
Score: -22791304.000000 Penalty: 5963.334961
	Iteration 69Q: 3 clusters Score -2.27913e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 154829 members 
Entering Unmasked Estep 
Score: -22791284.000000 Penalty: 5963.334961
	Iteration 70Q: 3 clusters Score -2.279128e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 154839 members 
Entering Unmasked Estep 
Score: -22791274.000000 Penalty: 5963.334961
	Iteration 71Q: 3 clusters Score -2.279127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 154848 members 
Entering Unmasked Estep 
Score: -22791280.000000 Penalty: 5963.334961
	Iteration 72Q: 3 clusters Score -2.279128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 154856 members 
Entering Unmasked Estep 
Score: -22791286.000000 Penalty: 5963.334961
	Iteration 73Q: 3 clusters Score -2.279129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 154864 members 
Entering Unmasked Estep 
Score: -22791282.000000 Penalty: 5963.334961
	Iteration 74Q: 3 clusters Score -2.279128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 154869 members 
Entering Unmasked Estep 
Score: -22791290.000000 Penalty: 5963.334961
	Iteration 75Q: 3 clusters Score -2.279129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 154878 members 
Entering Unmasked Estep 
Score: -22791282.000000 Penalty: 5963.334961
	Iteration 76Q: 3 clusters Score -2.279128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 154889 members 
Entering Unmasked Estep 
Score: -22791290.000000 Penalty: 5963.334961
	Iteration 77Q: 3 clusters Score -2.279129e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 154896 members 
Entering Unmasked Estep 
Score: -22791286.000000 Penalty: 5963.334961
	Iteration 78Q: 3 clusters Score -2.279129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -22791284.000000 Penalty: 5963.334961
	Iteration 79Q: 3 clusters Score -2.279128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 154915 members 
Entering Unmasked Estep 
Score: -22791300.000000 Penalty: 5963.334961
	Iteration 80F: 3 clusters Score -2.27913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 154925 members 
Entering Unmasked Estep 
Score: -22791312.000000 Penalty: 5963.334961
	Iteration 81Q: 3 clusters Score -2.279131e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 154938 members 
Entering Unmasked Estep 
Score: -22791316.000000 Penalty: 5963.334961
	Iteration 82Q: 3 clusters Score -2.279132e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 154955 members 
Entering Unmasked Estep 
Score: -22791292.000000 Penalty: 5963.334961
	Iteration 83Q: 3 clusters Score -2.279129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 154972 members 
Entering Unmasked Estep 
Score: -22791300.000000 Penalty: 5963.334961
	Iteration 84Q: 3 clusters Score -2.27913e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 154987 members 
Entering Unmasked Estep 
Score: -22791314.000000 Penalty: 5963.334961
	Iteration 85Q: 3 clusters Score -2.279131e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 155007 members 
Entering Unmasked Estep 
Score: -22791314.000000 Penalty: 5963.334961
	Iteration 86Q: 3 clusters Score -2.279131e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 155032 members 
Entering Unmasked Estep 
Score: -22791306.000000 Penalty: 5963.334961
	Iteration 87Q: 3 clusters Score -2.279131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 155050 members 
Entering Unmasked Estep 
Score: -22791294.000000 Penalty: 5963.334961
	Iteration 88Q: 3 clusters Score -2.279129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 155061 members 
Entering Unmasked Estep 
Score: -22791298.000000 Penalty: 5963.334961
	Iteration 89Q: 3 clusters Score -2.27913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 155077 members 
Entering Unmasked Estep 
Score: -22791264.000000 Penalty: 5963.334961
	Iteration 90Q: 3 clusters Score -2.279126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 155098 members 
Entering Unmasked Estep 
Score: -22791242.000000 Penalty: 5963.334961
	Iteration 91Q: 3 clusters Score -2.279124e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 155121 members 
Entering Unmasked Estep 
Score: -22791228.000000 Penalty: 5963.334961
	Iteration 92Q: 3 clusters Score -2.279123e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 155150 members 
Entering Unmasked Estep 
Score: -22791236.000000 Penalty: 5963.334961
	Iteration 93Q: 3 clusters Score -2.279124e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 155176 members 
Entering Unmasked Estep 
Score: -22791268.000000 Penalty: 5963.334961
	Iteration 94Q: 3 clusters Score -2.279127e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 155199 members 
Entering Unmasked Estep 
Score: -22791252.000000 Penalty: 5963.334961
	Iteration 95Q: 3 clusters Score -2.279125e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 155219 members 
Entering Unmasked Estep 
Score: -22791248.000000 Penalty: 5963.334961
	Iteration 96Q: 3 clusters Score -2.279125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 155230 members 
Entering Unmasked Estep 
Score: -22791274.000000 Penalty: 5963.334961
	Iteration 97Q: 3 clusters Score -2.279127e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 155249 members 
Entering Unmasked Estep 
Score: -22791282.000000 Penalty: 5963.334961
	Iteration 98Q: 3 clusters Score -2.279128e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 155261 members 
Entering Unmasked Estep 
Score: -22791268.000000 Penalty: 5963.334961
	Iteration 99Q: 3 clusters Score -2.279127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 155267 members 
Entering Unmasked Estep 
Score: -22791276.000000 Penalty: 5963.334961
	Iteration 100F: 3 clusters Score -2.279128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 155278 members 
Entering Unmasked Estep 
Score: -22791282.000000 Penalty: 5963.334961
	Iteration 101Q: 3 clusters Score -2.279128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 155287 members 
Entering Unmasked Estep 
Score: -22791274.000000 Penalty: 5963.334961
	Iteration 102Q: 3 clusters Score -2.279127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 155296 members 
Entering Unmasked Estep 
Score: -22791262.000000 Penalty: 5963.334961
	Iteration 103Q: 3 clusters Score -2.279126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 155307 members 
Entering Unmasked Estep 
Score: -22791270.000000 Penalty: 5963.334961
	Iteration 104Q: 3 clusters Score -2.279127e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 155318 members 
Entering Unmasked Estep 
Score: -22791292.000000 Penalty: 5963.334961
	Iteration 105Q: 3 clusters Score -2.279129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 155329 members 
Entering Unmasked Estep 
Score: -22791302.000000 Penalty: 5963.334961
	Iteration 106Q: 3 clusters Score -2.27913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 155339 members 
Entering Unmasked Estep 
Score: -22791290.000000 Penalty: 5963.334961
	Iteration 107Q: 3 clusters Score -2.279129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 155355 members 
Entering Unmasked Estep 
Score: -22791294.000000 Penalty: 5963.334961
	Iteration 108Q: 3 clusters Score -2.279129e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 155372 members 
Entering Unmasked Estep 
Score: -22791302.000000 Penalty: 5963.334961
	Iteration 109Q: 3 clusters Score -2.27913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 155390 members 
Entering Unmasked Estep 
Score: -22791318.000000 Penalty: 5963.334961
	Iteration 110Q: 3 clusters Score -2.279132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 155403 members 
Entering Unmasked Estep 
Score: -22791320.000000 Penalty: 5963.334961
	Iteration 111Q: 3 clusters Score -2.279132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 155417 members 
Entering Unmasked Estep 
Score: -22791340.000000 Penalty: 5963.334961
	Iteration 112Q: 3 clusters Score -2.279134e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 155431 members 
Entering Unmasked Estep 
Score: -22791334.000000 Penalty: 5963.334961
	Iteration 113Q: 3 clusters Score -2.279133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 155439 members 
Entering Unmasked Estep 
Score: -22791332.000000 Penalty: 5963.334961
	Iteration 114Q: 3 clusters Score -2.279133e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 155451 members 
Entering Unmasked Estep 
Score: -22791334.000000 Penalty: 5963.334961
	Iteration 115Q: 3 clusters Score -2.279133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 155462 members 
Entering Unmasked Estep 
Score: -22791336.000000 Penalty: 5963.334961
	Iteration 116Q: 3 clusters Score -2.279134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 155469 members 
Entering Unmasked Estep 
Score: -22791332.000000 Penalty: 5963.334961
	Iteration 117Q: 3 clusters Score -2.279133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 155474 members 
Entering Unmasked Estep 
Score: -22791338.000000 Penalty: 5963.334961
	Iteration 118Q: 3 clusters Score -2.279134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 155483 members 
Entering Unmasked Estep 
Score: -22791352.000000 Penalty: 5963.334961
	Iteration 119Q: 3 clusters Score -2.279135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 155495 members 
Entering Unmasked Estep 
Score: -22791334.000000 Penalty: 5963.334961
	Iteration 120F: 3 clusters Score -2.279133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 155506 members 
Entering Unmasked Estep 
Score: -22791320.000000 Penalty: 5963.334961
	Iteration 121Q: 3 clusters Score -2.279132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 155516 members 
Entering Unmasked Estep 
Score: -22791310.000000 Penalty: 5963.334961
	Iteration 122Q: 3 clusters Score -2.279131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 155523 members 
Entering Unmasked Estep 
Score: -22791286.000000 Penalty: 5963.334961
	Iteration 123Q: 3 clusters Score -2.279129e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 155526 members 
Entering Unmasked Estep 
Score: -22791292.000000 Penalty: 5963.334961
	Iteration 124Q: 3 clusters Score -2.279129e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 155528 members 
Entering Unmasked Estep 
Score: -22791290.000000 Penalty: 5963.334961
	Iteration 125Q: 3 clusters Score -2.279129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 155529 members 
Entering Unmasked Estep 
Score: -22791294.000000 Penalty: 5963.334961
	Iteration 126Q: 3 clusters Score -2.279129e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 155530 members 
Entering Unmasked Estep 
Score: -22791300.000000 Penalty: 5963.334961
	Iteration 127Q: 3 clusters Score -2.27913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 155531 members 
Entering Unmasked Estep 
Score: -22791296.000000 Penalty: 5963.334961
	Iteration 128Q: 3 clusters Score -2.27913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 155534 members 
Entering Unmasked Estep 
Score: -22791306.000000 Penalty: 5963.334961
	Iteration 129Q: 3 clusters Score -2.279131e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 155534 members 
Entering Unmasked Estep 
Score: -22791314.000000 Penalty: 5963.334961
	Iteration 130Q: 3 clusters Score -2.279131e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 155534 members 
Entering Unmasked Estep 
Score: -22791314.000000 Penalty: 5963.334961
	Iteration 131F: 3 clusters Score -2.279131e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (126212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126212 members 
Entering Unmasked Estep 
Score: -17433410.000000 Penalty: 2912.937988
	Iteration 0F: 2 clusters Score -1.743341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63354 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -17348844.000000 Penalty: 5825.875977
	Iteration 0F: 3 clusters Score -1.734884e+07 nChanged 60227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66573 members 
Mstep: Class 2 contains 59639 members 
Entering Unmasked Estep 
Score: -17383996.000000 Penalty: 5825.875977
	Iteration 1F: 3 clusters Score -1.7384e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68537 members 
Mstep: Class 2 contains 57675 members 
Entering Unmasked Estep 
Score: -17385278.000000 Penalty: 5825.875977
	Iteration 2Q: 3 clusters Score -1.738528e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71456 members 
Mstep: Class 2 contains 54756 members 
Entering Unmasked Estep 
Score: -17387014.000000 Penalty: 5825.875977
	Iteration 3Q: 3 clusters Score -1.738701e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75701 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -17389262.000000 Penalty: 5825.875977
	Iteration 4Q: 3 clusters Score -1.738926e+07 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -17393476.000000 Penalty: 5825.875977
	Iteration 5F: 3 clusters Score -1.739348e+07 nChanged 8488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89614 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -17399832.000000 Penalty: 5825.875977
	Iteration 6F: 3 clusters Score -1.739983e+07 nChanged 9308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98582 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -17407710.000000 Penalty: 5825.875977
	Iteration 7F: 3 clusters Score -1.740771e+07 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107021 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -17415572.000000 Penalty: 5825.875977
	Iteration 8F: 3 clusters Score -1.741557e+07 nChanged 6569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113482 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -17421688.000000 Penalty: 5825.875977
	Iteration 9F: 3 clusters Score -1.742169e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117722 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -17425378.000000 Penalty: 5825.875977
	Iteration 10Q: 3 clusters Score -1.742538e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120404 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -17427520.000000 Penalty: 5825.875977
	Iteration 11Q: 3 clusters Score -1.742752e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122172 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -17428932.000000 Penalty: 5825.875977
	Iteration 12Q: 3 clusters Score -1.742893e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123308 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -17429766.000000 Penalty: 5825.875977
	Iteration 13Q: 3 clusters Score -1.742977e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124028 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -17430282.000000 Penalty: 5825.875977
	Iteration 14Q: 3 clusters Score -1.743028e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124406 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -17430602.000000 Penalty: 5825.875977
	Iteration 15Q: 3 clusters Score -1.74306e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124642 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -17430828.000000 Penalty: 5825.875977
	Iteration 16Q: 3 clusters Score -1.743083e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124798 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -17430954.000000 Penalty: 5825.875977
	Iteration 17Q: 3 clusters Score -1.743095e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124903 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -17431080.000000 Penalty: 5825.875977
	Iteration 18Q: 3 clusters Score -1.743108e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124966 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -17431158.000000 Penalty: 5825.875977
	Iteration 19Q: 3 clusters Score -1.743116e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124997 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -17431176.000000 Penalty: 5825.875977
	Iteration 20F: 3 clusters Score -1.743118e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125014 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -17431218.000000 Penalty: 5825.875977
	Iteration 21Q: 3 clusters Score -1.743122e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125020 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -17431246.000000 Penalty: 5825.875977
	Iteration 22Q: 3 clusters Score -1.743125e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125034 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -17431274.000000 Penalty: 5825.875977
	Iteration 23Q: 3 clusters Score -1.743127e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125040 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -17431276.000000 Penalty: 5825.875977
	Iteration 24Q: 3 clusters Score -1.743128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125050 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -17431292.000000 Penalty: 5825.875977
	Iteration 25Q: 3 clusters Score -1.743129e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125056 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -17431304.000000 Penalty: 5825.875977
	Iteration 26Q: 3 clusters Score -1.74313e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125055 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -17431302.000000 Penalty: 5825.875977
	Iteration 27Q: 3 clusters Score -1.74313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125056 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -17431304.000000 Penalty: 5825.875977
	Iteration 28Q: 3 clusters Score -1.74313e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125065 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -17431308.000000 Penalty: 5825.875977
	Iteration 29Q: 3 clusters Score -1.743131e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125070 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -17431314.000000 Penalty: 5825.875977
	Iteration 30Q: 3 clusters Score -1.743131e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125071 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -17431324.000000 Penalty: 5825.875977
	Iteration 31Q: 3 clusters Score -1.743132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125072 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -17431320.000000 Penalty: 5825.875977
	Iteration 32Q: 3 clusters Score -1.743132e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125072 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -17431320.000000 Penalty: 5825.875977
	Iteration 33F: 3 clusters Score -1.743132e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Entering Unmasked Estep 
Score: -3582828.000000 Penalty: 2544.898193
	Iteration 0F: 2 clusters Score -3582828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3563021.750000 Penalty: 5089.796387
	Iteration 0F: 3 clusters Score -3563022 nChanged 12975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3570933.500000 Penalty: 5089.796387
	Iteration 1F: 3 clusters Score -3570934 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -3572207.750000 Penalty: 5089.796387
	Iteration 2F: 3 clusters Score -3572208 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -3573720.000000 Penalty: 5089.796387
	Iteration 3F: 3 clusters Score -3573720 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3575314.000000 Penalty: 5089.796387
	Iteration 4F: 3 clusters Score -3575314 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -3576901.250000 Penalty: 5089.796387
	Iteration 5F: 3 clusters Score -3576901 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -3578131.000000 Penalty: 5089.796387
	Iteration 6F: 3 clusters Score -3578131 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -3578958.250000 Penalty: 5089.796387
	Iteration 7Q: 3 clusters Score -3578958 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -3579445.250000 Penalty: 5089.796387
	Iteration 8Q: 3 clusters Score -3579445 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3579725.750000 Penalty: 5089.796387
	Iteration 9Q: 3 clusters Score -3579726 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -3579879.000000 Penalty: 5089.796387
	Iteration 10Q: 3 clusters Score -3579879 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3579996.000000 Penalty: 5089.796387
	Iteration 11Q: 3 clusters Score -3579996 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -3580082.250000 Penalty: 5089.796387
	Iteration 12Q: 3 clusters Score -3580082 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3580130.250000 Penalty: 5089.796387
	Iteration 13Q: 3 clusters Score -3580130 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3580186.000000 Penalty: 5089.796387
	Iteration 14Q: 3 clusters Score -3580186 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3580225.250000 Penalty: 5089.796387
	Iteration 15Q: 3 clusters Score -3580225 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -3580264.250000 Penalty: 5089.796387
	Iteration 16Q: 3 clusters Score -3580264 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -3580297.500000 Penalty: 5089.796387
	Iteration 17Q: 3 clusters Score -3580298 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3580320.500000 Penalty: 5089.796387
	Iteration 18Q: 3 clusters Score -3580320 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -3580367.000000 Penalty: 5089.796387
	Iteration 19Q: 3 clusters Score -3580367 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -3580375.500000 Penalty: 5089.796387
	Iteration 20F: 3 clusters Score -3580376 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -3580398.500000 Penalty: 5089.796387
	Iteration 21Q: 3 clusters Score -3580398 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3580438.250000 Penalty: 5089.796387
	Iteration 22Q: 3 clusters Score -3580438 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -3580461.750000 Penalty: 5089.796387
	Iteration 23Q: 3 clusters Score -3580462 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -3580494.750000 Penalty: 5089.796387
	Iteration 24Q: 3 clusters Score -3580495 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3580534.250000 Penalty: 5089.796387
	Iteration 25Q: 3 clusters Score -3580534 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -3580580.000000 Penalty: 5089.796387
	Iteration 26Q: 3 clusters Score -3580580 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3580610.250000 Penalty: 5089.796387
	Iteration 27Q: 3 clusters Score -3580610 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -3580636.500000 Penalty: 5089.796387
	Iteration 28Q: 3 clusters Score -3580636 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -3580669.250000 Penalty: 5089.796387
	Iteration 29Q: 3 clusters Score -3580669 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3580698.250000 Penalty: 5089.796387
	Iteration 30Q: 3 clusters Score -3580698 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -3580714.500000 Penalty: 5089.796387
	Iteration 31Q: 3 clusters Score -3580714 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -3580730.500000 Penalty: 5089.796387
	Iteration 32Q: 3 clusters Score -3580730 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -3580749.250000 Penalty: 5089.796387
	Iteration 33Q: 3 clusters Score -3580749 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16965 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -3580756.000000 Penalty: 5089.796387
	Iteration 34Q: 3 clusters Score -3580756 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3580776.250000 Penalty: 5089.796387
	Iteration 35Q: 3 clusters Score -3580776 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3580775.500000 Penalty: 5089.796387
	Iteration 36Q: 3 clusters Score -3580776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3580785.000000 Penalty: 5089.796387
	Iteration 37Q: 3 clusters Score -3580785 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3580795.500000 Penalty: 5089.796387
	Iteration 38Q: 3 clusters Score -3580796 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -3580798.750000 Penalty: 5089.796387
	Iteration 39Q: 3 clusters Score -3580799 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3580811.250000 Penalty: 5089.796387
	Iteration 40F: 3 clusters Score -3580811 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -3580801.500000 Penalty: 5089.796387
	Iteration 41Q: 3 clusters Score -3580802 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -3580815.500000 Penalty: 5089.796387
	Iteration 42Q: 3 clusters Score -3580816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3580830.250000 Penalty: 5089.796387
	Iteration 43Q: 3 clusters Score -3580830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3580852.000000 Penalty: 5089.796387
	Iteration 44Q: 3 clusters Score -3580852 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -3580861.000000 Penalty: 5089.796387
	Iteration 45Q: 3 clusters Score -3580861 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3580873.750000 Penalty: 5089.796387
	Iteration 46Q: 3 clusters Score -3580874 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -3580887.500000 Penalty: 5089.796387
	Iteration 47Q: 3 clusters Score -3580888 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3580902.000000 Penalty: 5089.796387
	Iteration 48Q: 3 clusters Score -3580902 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3580910.000000 Penalty: 5089.796387
	Iteration 49Q: 3 clusters Score -3580910 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -3580909.000000 Penalty: 5089.796387
	Iteration 50Q: 3 clusters Score -3580909 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3580930.250000 Penalty: 5089.796387
	Iteration 51Q: 3 clusters Score -3580930 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3580942.000000 Penalty: 5089.796387
	Iteration 52Q: 3 clusters Score -3580942 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -3580952.250000 Penalty: 5089.796387
	Iteration 53Q: 3 clusters Score -3580952 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -3580976.500000 Penalty: 5089.796387
	Iteration 54Q: 3 clusters Score -3580976 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3580996.750000 Penalty: 5089.796387
	Iteration 55Q: 3 clusters Score -3580997 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -3581014.500000 Penalty: 5089.796387
	Iteration 56Q: 3 clusters Score -3581014 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -3581038.250000 Penalty: 5089.796387
	Iteration 57Q: 3 clusters Score -3581038 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -3581073.250000 Penalty: 5089.796387
	Iteration 58Q: 3 clusters Score -3581073 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -3581120.250000 Penalty: 5089.796387
	Iteration 59Q: 3 clusters Score -3581120 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3581154.000000 Penalty: 5089.796387
	Iteration 60F: 3 clusters Score -3581154 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -3581206.500000 Penalty: 5089.796387
	Iteration 61Q: 3 clusters Score -3581206 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3581247.000000 Penalty: 5089.796387
	Iteration 62Q: 3 clusters Score -3581247 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3581275.500000 Penalty: 5089.796387
	Iteration 63Q: 3 clusters Score -3581276 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -3581326.500000 Penalty: 5089.796387
	Iteration 64Q: 3 clusters Score -3581326 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3581367.250000 Penalty: 5089.796387
	Iteration 65Q: 3 clusters Score -3581367 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -3581403.750000 Penalty: 5089.796387
	Iteration 66Q: 3 clusters Score -3581404 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3581431.250000 Penalty: 5089.796387
	Iteration 67Q: 3 clusters Score -3581431 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3581463.000000 Penalty: 5089.796387
	Iteration 68Q: 3 clusters Score -3581463 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3581487.000000 Penalty: 5089.796387
	Iteration 69Q: 3 clusters Score -3581487 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -3581494.250000 Penalty: 5089.796387
	Iteration 70Q: 3 clusters Score -3581494 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3581506.750000 Penalty: 5089.796387
	Iteration 71Q: 3 clusters Score -3581507 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -3581510.250000 Penalty: 5089.796387
	Iteration 72Q: 3 clusters Score -3581510 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -3581531.000000 Penalty: 5089.796387
	Iteration 73Q: 3 clusters Score -3581531 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3581545.500000 Penalty: 5089.796387
	Iteration 74Q: 3 clusters Score -3581546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3581549.000000 Penalty: 5089.796387
	Iteration 75Q: 3 clusters Score -3581549 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3581555.750000 Penalty: 5089.796387
	Iteration 76Q: 3 clusters Score -3581556 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3581559.250000 Penalty: 5089.796387
	Iteration 77Q: 3 clusters Score -3581559 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -3581584.750000 Penalty: 5089.796387
	Iteration 78Q: 3 clusters Score -3581585 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3581583.500000 Penalty: 5089.796387
	Iteration 79Q: 3 clusters Score -3581584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -3581608.750000 Penalty: 5089.796387
	Iteration 80F: 3 clusters Score -3581609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -3581609.500000 Penalty: 5089.796387
	Iteration 81Q: 3 clusters Score -3581610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -3581600.000000 Penalty: 5089.796387
	Iteration 82Q: 3 clusters Score -3581600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -3581601.250000 Penalty: 5089.796387
	Iteration 83Q: 3 clusters Score -3581601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -3581608.500000 Penalty: 5089.796387
	Iteration 84Q: 3 clusters Score -3581608 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3581619.000000 Penalty: 5089.796387
	Iteration 85Q: 3 clusters Score -3581619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -3581622.000000 Penalty: 5089.796387
	Iteration 86Q: 3 clusters Score -3581622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3581625.750000 Penalty: 5089.796387
	Iteration 87Q: 3 clusters Score -3581626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3581624.250000 Penalty: 5089.796387
	Iteration 88Q: 3 clusters Score -3581624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -3581630.500000 Penalty: 5089.796387
	Iteration 89Q: 3 clusters Score -3581630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3581632.500000 Penalty: 5089.796387
	Iteration 90Q: 3 clusters Score -3581632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -3581631.750000 Penalty: 5089.796387
	Iteration 91Q: 3 clusters Score -3581632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3581634.500000 Penalty: 5089.796387
	Iteration 92Q: 3 clusters Score -3581634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -3581630.750000 Penalty: 5089.796387
	Iteration 93Q: 3 clusters Score -3581631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -3581631.250000 Penalty: 5089.796387
	Iteration 94Q: 3 clusters Score -3581631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3581635.000000 Penalty: 5089.796387
	Iteration 95Q: 3 clusters Score -3581635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -3581635.250000 Penalty: 5089.796387
	Iteration 96Q: 3 clusters Score -3581635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -3581629.500000 Penalty: 5089.796387
	Iteration 97Q: 3 clusters Score -3581630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3581630.750000 Penalty: 5089.796387
	Iteration 98Q: 3 clusters Score -3581631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3581640.500000 Penalty: 5089.796387
	Iteration 99Q: 3 clusters Score -3581640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3581641.250000 Penalty: 5089.796387
	Iteration 100F: 3 clusters Score -3581641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -3581638.750000 Penalty: 5089.796387
	Iteration 101Q: 3 clusters Score -3581639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -3581643.500000 Penalty: 5089.796387
	Iteration 102Q: 3 clusters Score -3581644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -3581642.750000 Penalty: 5089.796387
	Iteration 103Q: 3 clusters Score -3581643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3581645.750000 Penalty: 5089.796387
	Iteration 104Q: 3 clusters Score -3581646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -3581643.750000 Penalty: 5089.796387
	Iteration 105Q: 3 clusters Score -3581644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -3581649.000000 Penalty: 5089.796387
	Iteration 106Q: 3 clusters Score -3581649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -3581639.500000 Penalty: 5089.796387
	Iteration 107Q: 3 clusters Score -3581640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -3581642.750000 Penalty: 5089.796387
	Iteration 108Q: 3 clusters Score -3581643 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -3581645.500000 Penalty: 5089.796387
	Iteration 109Q: 3 clusters Score -3581646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -3581650.500000 Penalty: 5089.796387
	Iteration 110Q: 3 clusters Score -3581650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -3581648.500000 Penalty: 5089.796387
	Iteration 111Q: 3 clusters Score -3581648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -3581652.500000 Penalty: 5089.796387
	Iteration 112Q: 3 clusters Score -3581652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -3581647.750000 Penalty: 5089.796387
	Iteration 113Q: 3 clusters Score -3581648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3581659.000000 Penalty: 5089.796387
	Iteration 114Q: 3 clusters Score -3581659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -3581655.750000 Penalty: 5089.796387
	Iteration 115Q: 3 clusters Score -3581656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -3581657.000000 Penalty: 5089.796387
	Iteration 116Q: 3 clusters Score -3581657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -3581663.500000 Penalty: 5089.796387
	Iteration 117Q: 3 clusters Score -3581664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3581676.750000 Penalty: 5089.796387
	Iteration 118Q: 3 clusters Score -3581677 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -3581679.500000 Penalty: 5089.796387
	Iteration 119Q: 3 clusters Score -3581680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -3581681.500000 Penalty: 5089.796387
	Iteration 120F: 3 clusters Score -3581682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3581676.750000 Penalty: 5089.796387
	Iteration 121Q: 3 clusters Score -3581677 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -3581688.250000 Penalty: 5089.796387
	Iteration 122Q: 3 clusters Score -3581688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3581693.000000 Penalty: 5089.796387
	Iteration 123Q: 3 clusters Score -3581693 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -3581693.000000 Penalty: 5089.796387
	Iteration 124Q: 3 clusters Score -3581693 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -3581697.000000 Penalty: 5089.796387
	Iteration 125Q: 3 clusters Score -3581697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -3581701.000000 Penalty: 5089.796387
	Iteration 126Q: 3 clusters Score -3581701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -3581704.750000 Penalty: 5089.796387
	Iteration 127Q: 3 clusters Score -3581705 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3581703.000000 Penalty: 5089.796387
	Iteration 128Q: 3 clusters Score -3581703 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -3581710.000000 Penalty: 5089.796387
	Iteration 129Q: 3 clusters Score -3581710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3581716.500000 Penalty: 5089.796387
	Iteration 130Q: 3 clusters Score -3581716 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -3581709.500000 Penalty: 5089.796387
	Iteration 131Q: 3 clusters Score -3581710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -3581720.250000 Penalty: 5089.796387
	Iteration 132Q: 3 clusters Score -3581720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -3581730.250000 Penalty: 5089.796387
	Iteration 133Q: 3 clusters Score -3581730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3581733.500000 Penalty: 5089.796387
	Iteration 134Q: 3 clusters Score -3581734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -3581731.250000 Penalty: 5089.796387
	Iteration 135Q: 3 clusters Score -3581731 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -3581739.000000 Penalty: 5089.796387
	Iteration 136Q: 3 clusters Score -3581739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3581736.500000 Penalty: 5089.796387
	Iteration 137Q: 3 clusters Score -3581736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -3581730.250000 Penalty: 5089.796387
	Iteration 138Q: 3 clusters Score -3581730 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -3581736.000000 Penalty: 5089.796387
	Iteration 139Q: 3 clusters Score -3581736 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -3581732.500000 Penalty: 5089.796387
	Iteration 140F: 3 clusters Score -3581732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -3581741.750000 Penalty: 5089.796387
	Iteration 141Q: 3 clusters Score -3581742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -3581751.500000 Penalty: 5089.796387
	Iteration 142Q: 3 clusters Score -3581752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -3581754.000000 Penalty: 5089.796387
	Iteration 143Q: 3 clusters Score -3581754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -3581751.500000 Penalty: 5089.796387
	Iteration 144Q: 3 clusters Score -3581752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3581741.250000 Penalty: 5089.796387
	Iteration 145Q: 3 clusters Score -3581741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22506 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -3581748.000000 Penalty: 5089.796387
	Iteration 146Q: 3 clusters Score -3581748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -3581744.500000 Penalty: 5089.796387
	Iteration 147Q: 3 clusters Score -3581744 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -3581748.250000 Penalty: 5089.796387
	Iteration 148Q: 3 clusters Score -3581748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3581754.750000 Penalty: 5089.796387
	Iteration 149Q: 3 clusters Score -3581755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -3581769.000000 Penalty: 5089.796387
	Iteration 150Q: 3 clusters Score -3581769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3581762.250000 Penalty: 5089.796387
	Iteration 151Q: 3 clusters Score -3581762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3581762.250000 Penalty: 5089.796387
	Iteration 152Q: 3 clusters Score -3581762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -3581765.500000 Penalty: 5089.796387
	Iteration 153Q: 3 clusters Score -3581766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3581771.250000 Penalty: 5089.796387
	Iteration 154Q: 3 clusters Score -3581771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -3581774.750000 Penalty: 5089.796387
	Iteration 155Q: 3 clusters Score -3581775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3581778.500000 Penalty: 5089.796387
	Iteration 156Q: 3 clusters Score -3581778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -3581770.000000 Penalty: 5089.796387
	Iteration 157Q: 3 clusters Score -3581770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -3581776.000000 Penalty: 5089.796387
	Iteration 158Q: 3 clusters Score -3581776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3581776.000000 Penalty: 5089.796387
	Iteration 159Q: 3 clusters Score -3581776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3581779.750000 Penalty: 5089.796387
	Iteration 160F: 3 clusters Score -3581780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -3581782.500000 Penalty: 5089.796387
	Iteration 161Q: 3 clusters Score -3581782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -3581780.250000 Penalty: 5089.796387
	Iteration 162Q: 3 clusters Score -3581780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -3581778.500000 Penalty: 5089.796387
	Iteration 163Q: 3 clusters Score -3581778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -3581780.250000 Penalty: 5089.796387
	Iteration 164Q: 3 clusters Score -3581780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -3581776.000000 Penalty: 5089.796387
	Iteration 165Q: 3 clusters Score -3581776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3581778.250000 Penalty: 5089.796387
	Iteration 166Q: 3 clusters Score -3581778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -3581780.500000 Penalty: 5089.796387
	Iteration 167Q: 3 clusters Score -3581780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3581779.000000 Penalty: 5089.796387
	Iteration 168Q: 3 clusters Score -3581779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -3581781.250000 Penalty: 5089.796387
	Iteration 169Q: 3 clusters Score -3581781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3581780.250000 Penalty: 5089.796387
	Iteration 170Q: 3 clusters Score -3581780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3581781.250000 Penalty: 5089.796387
	Iteration 171Q: 3 clusters Score -3581781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3581782.000000 Penalty: 5089.796387
	Iteration 172Q: 3 clusters Score -3581782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -3581782.000000 Penalty: 5089.796387
	Iteration 173F: 3 clusters Score -3581782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Entering Unmasked Estep 
Score: -6218365.500000 Penalty: 2656.723389
	Iteration 0F: 2 clusters Score -6218366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -6187751.500000 Penalty: 5313.446777
	Iteration 0F: 3 clusters Score -6187752 nChanged 20915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -6199326.500000 Penalty: 5313.446777
	Iteration 1F: 3 clusters Score -6199326 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -6199767.000000 Penalty: 5313.446777
	Iteration 2Q: 3 clusters Score -6199767 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -6200189.500000 Penalty: 5313.446777
	Iteration 3Q: 3 clusters Score -6200190 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -6200570.500000 Penalty: 5313.446777
	Iteration 4Q: 3 clusters Score -6200570 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -6201051.000000 Penalty: 5313.446777
	Iteration 5Q: 3 clusters Score -6201051 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -6201566.500000 Penalty: 5313.446777
	Iteration 6Q: 3 clusters Score -6201566 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -6202300.500000 Penalty: 5313.446777
	Iteration 7Q: 3 clusters Score -6202300 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -6203217.500000 Penalty: 5313.446777
	Iteration 8Q: 3 clusters Score -6203218 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -6204270.500000 Penalty: 5313.446777
	Iteration 9Q: 3 clusters Score -6204270 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -6205273.500000 Penalty: 5313.446777
	Iteration 10Q: 3 clusters Score -6205274 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -6206355.500000 Penalty: 5313.446777
	Iteration 11Q: 3 clusters Score -6206356 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -6207375.500000 Penalty: 5313.446777
	Iteration 12Q: 3 clusters Score -6207376 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -6208351.000000 Penalty: 5313.446777
	Iteration 13Q: 3 clusters Score -6208351 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -6209297.500000 Penalty: 5313.446777
	Iteration 14Q: 3 clusters Score -6209298 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -6210164.500000 Penalty: 5313.446777
	Iteration 15Q: 3 clusters Score -6210164 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -6211197.500000 Penalty: 5313.446777
	Iteration 16Q: 3 clusters Score -6211198 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -6212266.000000 Penalty: 5313.446777
	Iteration 17Q: 3 clusters Score -6212266 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -6212999.500000 Penalty: 5313.446777
	Iteration 18Q: 3 clusters Score -6213000 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 41258 members 
Entering Unmasked Estep 
Score: -6213589.000000 Penalty: 5313.446777
	Iteration 19Q: 3 clusters Score -6213589 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -6214082.500000 Penalty: 5313.446777
	Iteration 20F: 3 clusters Score -6214082 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -6214499.500000 Penalty: 5313.446777
	Iteration 21Q: 3 clusters Score -6214500 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -6214842.500000 Penalty: 5313.446777
	Iteration 22Q: 3 clusters Score -6214842 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -6215138.500000 Penalty: 5313.446777
	Iteration 23Q: 3 clusters Score -6215138 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -6215341.000000 Penalty: 5313.446777
	Iteration 24Q: 3 clusters Score -6215341 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -6215499.000000 Penalty: 5313.446777
	Iteration 25Q: 3 clusters Score -6215499 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -6215654.000000 Penalty: 5313.446777
	Iteration 26Q: 3 clusters Score -6215654 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -6215759.500000 Penalty: 5313.446777
	Iteration 27Q: 3 clusters Score -6215760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -6215818.500000 Penalty: 5313.446777
	Iteration 28Q: 3 clusters Score -6215818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -6215869.500000 Penalty: 5313.446777
	Iteration 29Q: 3 clusters Score -6215870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -6215921.500000 Penalty: 5313.446777
	Iteration 30Q: 3 clusters Score -6215922 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -6215960.500000 Penalty: 5313.446777
	Iteration 31Q: 3 clusters Score -6215960 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -6215977.500000 Penalty: 5313.446777
	Iteration 32Q: 3 clusters Score -6215978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -6215999.500000 Penalty: 5313.446777
	Iteration 33Q: 3 clusters Score -6216000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -6216012.000000 Penalty: 5313.446777
	Iteration 34Q: 3 clusters Score -6216012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -6216033.000000 Penalty: 5313.446777
	Iteration 35Q: 3 clusters Score -6216033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -6216037.500000 Penalty: 5313.446777
	Iteration 36Q: 3 clusters Score -6216038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -6216047.000000 Penalty: 5313.446777
	Iteration 37Q: 3 clusters Score -6216047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -6216047.000000 Penalty: 5313.446777
	Iteration 38F: 3 clusters Score -6216047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Entering Unmasked Estep 
Score: -1115872.375000 Penalty: 2232.272705
	Iteration 0F: 2 clusters Score -1115872 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 4064 members 
Entering Unmasked Estep 
Score: -1109441.625000 Penalty: 4464.545410
	Iteration 0F: 3 clusters Score -1109442 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1111522.375000 Penalty: 4464.545410
	Iteration 1F: 3 clusters Score -1111522 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1112082.250000 Penalty: 4464.545410
	Iteration 2F: 3 clusters Score -1112082 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1112698.875000 Penalty: 4464.545410
	Iteration 3F: 3 clusters Score -1112699 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1113331.750000 Penalty: 4464.545410
	Iteration 4F: 3 clusters Score -1113332 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1113893.875000 Penalty: 4464.545410
	Iteration 5F: 3 clusters Score -1113894 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1114286.500000 Penalty: 4464.545410
	Iteration 6F: 3 clusters Score -1114286 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1114536.750000 Penalty: 4464.545410
	Iteration 7Q: 3 clusters Score -1114537 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1114696.500000 Penalty: 4464.545410
	Iteration 8Q: 3 clusters Score -1114696 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1114813.875000 Penalty: 4464.545410
	Iteration 9Q: 3 clusters Score -1114814 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1114879.125000 Penalty: 4464.545410
	Iteration 10Q: 3 clusters Score -1114879 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1114932.375000 Penalty: 4464.545410
	Iteration 11Q: 3 clusters Score -1114932 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1114968.750000 Penalty: 4464.545410
	Iteration 12Q: 3 clusters Score -1114969 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1114992.750000 Penalty: 4464.545410
	Iteration 13Q: 3 clusters Score -1114993 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1115010.750000 Penalty: 4464.545410
	Iteration 14Q: 3 clusters Score -1115011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1115032.125000 Penalty: 4464.545410
	Iteration 15Q: 3 clusters Score -1115032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1115045.125000 Penalty: 4464.545410
	Iteration 16Q: 3 clusters Score -1115045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1115057.500000 Penalty: 4464.545410
	Iteration 17Q: 3 clusters Score -1115058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1115070.375000 Penalty: 4464.545410
	Iteration 18Q: 3 clusters Score -1115070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1115078.625000 Penalty: 4464.545410
	Iteration 19Q: 3 clusters Score -1115079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1115091.250000 Penalty: 4464.545410
	Iteration 20F: 3 clusters Score -1115091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1115095.250000 Penalty: 4464.545410
	Iteration 21Q: 3 clusters Score -1115095 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1115102.875000 Penalty: 4464.545410
	Iteration 22Q: 3 clusters Score -1115103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1115105.375000 Penalty: 4464.545410
	Iteration 23Q: 3 clusters Score -1115105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1115110.375000 Penalty: 4464.545410
	Iteration 24Q: 3 clusters Score -1115110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1115115.000000 Penalty: 4464.545410
	Iteration 25Q: 3 clusters Score -1115115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1115124.250000 Penalty: 4464.545410
	Iteration 26Q: 3 clusters Score -1115124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1115128.625000 Penalty: 4464.545410
	Iteration 27Q: 3 clusters Score -1115129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1115135.375000 Penalty: 4464.545410
	Iteration 28Q: 3 clusters Score -1115135 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1115137.625000 Penalty: 4464.545410
	Iteration 29Q: 3 clusters Score -1115138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1115140.375000 Penalty: 4464.545410
	Iteration 30Q: 3 clusters Score -1115140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1115139.500000 Penalty: 4464.545410
	Iteration 31Q: 3 clusters Score -1115140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1115142.500000 Penalty: 4464.545410
	Iteration 32Q: 3 clusters Score -1115142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1115145.000000 Penalty: 4464.545410
	Iteration 33Q: 3 clusters Score -1115145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1115145.500000 Penalty: 4464.545410
	Iteration 34Q: 3 clusters Score -1115146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1115144.750000 Penalty: 4464.545410
	Iteration 35Q: 3 clusters Score -1115145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1115143.500000 Penalty: 4464.545410
	Iteration 36Q: 3 clusters Score -1115144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1115143.500000 Penalty: 4464.545410
	Iteration 37F: 3 clusters Score -1115144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -49524.765625 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -49524.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -48180.406250 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -48180.41 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -48615.972656 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -48615.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -48921.617188 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -48921.62 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -49218.250000 Penalty: 2973.004883
	Iteration 3F: 3 clusters Score -49218.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -49310.949219 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -49310.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -49330.664062 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -49330.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -49330.664062 Penalty: 2973.004883
	Iteration 6F: 3 clusters Score -49330.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Entering Unmasked Estep 
Score: -170034.265625 Penalty: 1768.264404
	Iteration 0F: 2 clusters Score -170034.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -167937.171875 Penalty: 3536.528809
	Iteration 0F: 3 clusters Score -167937.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -168373.265625 Penalty: 3536.528809
	Iteration 1F: 3 clusters Score -168373.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -168507.500000 Penalty: 3536.528809
	Iteration 2F: 3 clusters Score -168507.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -168562.890625 Penalty: 3536.528809
	Iteration 3Q: 3 clusters Score -168562.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -168595.593750 Penalty: 3536.528809
	Iteration 4Q: 3 clusters Score -168595.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -168627.906250 Penalty: 3536.528809
	Iteration 5Q: 3 clusters Score -168627.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -168659.625000 Penalty: 3536.528809
	Iteration 6Q: 3 clusters Score -168659.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -168686.421875 Penalty: 3536.528809
	Iteration 7Q: 3 clusters Score -168686.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -168711.156250 Penalty: 3536.528809
	Iteration 8Q: 3 clusters Score -168711.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -168737.718750 Penalty: 3536.528809
	Iteration 9Q: 3 clusters Score -168737.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -168758.531250 Penalty: 3536.528809
	Iteration 10Q: 3 clusters Score -168758.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -168774.750000 Penalty: 3536.528809
	Iteration 11Q: 3 clusters Score -168774.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -168791.734375 Penalty: 3536.528809
	Iteration 12Q: 3 clusters Score -168791.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -168798.750000 Penalty: 3536.528809
	Iteration 13Q: 3 clusters Score -168798.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -168803.828125 Penalty: 3536.528809
	Iteration 14Q: 3 clusters Score -168803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -168804.281250 Penalty: 3536.528809
	Iteration 15Q: 3 clusters Score -168804.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -168805.562500 Penalty: 3536.528809
	Iteration 16Q: 3 clusters Score -168805.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -168809.203125 Penalty: 3536.528809
	Iteration 17Q: 3 clusters Score -168809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -168811.937500 Penalty: 3536.528809
	Iteration 18Q: 3 clusters Score -168811.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -168815.562500 Penalty: 3536.528809
	Iteration 19Q: 3 clusters Score -168815.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -168818.875000 Penalty: 3536.528809
	Iteration 20F: 3 clusters Score -168818.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -168823.984375 Penalty: 3536.528809
	Iteration 21Q: 3 clusters Score -168824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -168826.328125 Penalty: 3536.528809
	Iteration 22Q: 3 clusters Score -168826.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -168828.953125 Penalty: 3536.528809
	Iteration 23Q: 3 clusters Score -168829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -168831.312500 Penalty: 3536.528809
	Iteration 24Q: 3 clusters Score -168831.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -168835.343750 Penalty: 3536.528809
	Iteration 25Q: 3 clusters Score -168835.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -168835.343750 Penalty: 3536.528809
	Iteration 26F: 3 clusters Score -168835.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Entering Unmasked Estep 
Score: -2902305.750000 Penalty: 2467.040283
	Iteration 0F: 2 clusters Score -2902306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2887628.500000 Penalty: 4934.080566
	Iteration 0F: 3 clusters Score -2887628 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2892579.750000 Penalty: 4934.080566
	Iteration 1F: 3 clusters Score -2892580 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2893057.000000 Penalty: 4934.080566
	Iteration 2F: 3 clusters Score -2893057 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2893517.250000 Penalty: 4934.080566
	Iteration 3Q: 3 clusters Score -2893517 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2893940.250000 Penalty: 4934.080566
	Iteration 4Q: 3 clusters Score -2893940 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2894386.250000 Penalty: 4934.080566
	Iteration 5Q: 3 clusters Score -2894386 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2894860.000000 Penalty: 4934.080566
	Iteration 6Q: 3 clusters Score -2894860 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2895353.000000 Penalty: 4934.080566
	Iteration 7Q: 3 clusters Score -2895353 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2895830.500000 Penalty: 4934.080566
	Iteration 8Q: 3 clusters Score -2895830 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2896267.500000 Penalty: 4934.080566
	Iteration 9Q: 3 clusters Score -2896268 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2896629.500000 Penalty: 4934.080566
	Iteration 10Q: 3 clusters Score -2896630 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -2896968.000000 Penalty: 4934.080566
	Iteration 11Q: 3 clusters Score -2896968 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2897271.500000 Penalty: 4934.080566
	Iteration 12Q: 3 clusters Score -2897272 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2897494.250000 Penalty: 4934.080566
	Iteration 13Q: 3 clusters Score -2897494 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2897716.250000 Penalty: 4934.080566
	Iteration 14Q: 3 clusters Score -2897716 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2897893.250000 Penalty: 4934.080566
	Iteration 15Q: 3 clusters Score -2897893 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2898024.250000 Penalty: 4934.080566
	Iteration 16Q: 3 clusters Score -2898024 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2898110.000000 Penalty: 4934.080566
	Iteration 17Q: 3 clusters Score -2898110 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2898156.250000 Penalty: 4934.080566
	Iteration 18Q: 3 clusters Score -2898156 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2898206.250000 Penalty: 4934.080566
	Iteration 19Q: 3 clusters Score -2898206 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2898254.500000 Penalty: 4934.080566
	Iteration 20F: 3 clusters Score -2898254 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2898285.000000 Penalty: 4934.080566
	Iteration 21Q: 3 clusters Score -2898285 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2898332.250000 Penalty: 4934.080566
	Iteration 22Q: 3 clusters Score -2898332 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2898357.000000 Penalty: 4934.080566
	Iteration 23Q: 3 clusters Score -2898357 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -2898398.000000 Penalty: 4934.080566
	Iteration 24Q: 3 clusters Score -2898398 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2898423.750000 Penalty: 4934.080566
	Iteration 25Q: 3 clusters Score -2898424 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2898453.000000 Penalty: 4934.080566
	Iteration 26Q: 3 clusters Score -2898453 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2898485.250000 Penalty: 4934.080566
	Iteration 27Q: 3 clusters Score -2898485 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2898525.000000 Penalty: 4934.080566
	Iteration 28Q: 3 clusters Score -2898525 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2898573.750000 Penalty: 4934.080566
	Iteration 29Q: 3 clusters Score -2898574 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2898610.750000 Penalty: 4934.080566
	Iteration 30Q: 3 clusters Score -2898611 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2898644.750000 Penalty: 4934.080566
	Iteration 31Q: 3 clusters Score -2898645 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2898694.500000 Penalty: 4934.080566
	Iteration 32Q: 3 clusters Score -2898694 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2898716.250000 Penalty: 4934.080566
	Iteration 33Q: 3 clusters Score -2898716 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2898742.500000 Penalty: 4934.080566
	Iteration 34Q: 3 clusters Score -2898742 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -2898774.500000 Penalty: 4934.080566
	Iteration 35Q: 3 clusters Score -2898774 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -2898823.000000 Penalty: 4934.080566
	Iteration 36Q: 3 clusters Score -2898823 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2898872.750000 Penalty: 4934.080566
	Iteration 37Q: 3 clusters Score -2898873 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2898917.000000 Penalty: 4934.080566
	Iteration 38Q: 3 clusters Score -2898917 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2898954.250000 Penalty: 4934.080566
	Iteration 39Q: 3 clusters Score -2898954 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2898996.750000 Penalty: 4934.080566
	Iteration 40F: 3 clusters Score -2898997 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2899042.750000 Penalty: 4934.080566
	Iteration 41Q: 3 clusters Score -2899043 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2899090.500000 Penalty: 4934.080566
	Iteration 42Q: 3 clusters Score -2899090 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2899143.000000 Penalty: 4934.080566
	Iteration 43Q: 3 clusters Score -2899143 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2899193.500000 Penalty: 4934.080566
	Iteration 44Q: 3 clusters Score -2899194 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2899230.250000 Penalty: 4934.080566
	Iteration 45Q: 3 clusters Score -2899230 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2899257.500000 Penalty: 4934.080566
	Iteration 46Q: 3 clusters Score -2899258 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -2899282.750000 Penalty: 4934.080566
	Iteration 47Q: 3 clusters Score -2899283 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2899310.250000 Penalty: 4934.080566
	Iteration 48Q: 3 clusters Score -2899310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2899347.000000 Penalty: 4934.080566
	Iteration 49Q: 3 clusters Score -2899347 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2899388.250000 Penalty: 4934.080566
	Iteration 50Q: 3 clusters Score -2899388 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2899423.500000 Penalty: 4934.080566
	Iteration 51Q: 3 clusters Score -2899424 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2899455.750000 Penalty: 4934.080566
	Iteration 52Q: 3 clusters Score -2899456 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2899476.750000 Penalty: 4934.080566
	Iteration 53Q: 3 clusters Score -2899477 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2899496.750000 Penalty: 4934.080566
	Iteration 54Q: 3 clusters Score -2899497 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2899514.000000 Penalty: 4934.080566
	Iteration 55Q: 3 clusters Score -2899514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2899526.000000 Penalty: 4934.080566
	Iteration 56Q: 3 clusters Score -2899526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2899544.250000 Penalty: 4934.080566
	Iteration 57Q: 3 clusters Score -2899544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2899542.000000 Penalty: 4934.080566
	Iteration 58Q: 3 clusters Score -2899542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -2899545.500000 Penalty: 4934.080566
	Iteration 59Q: 3 clusters Score -2899546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2899556.250000 Penalty: 4934.080566
	Iteration 60F: 3 clusters Score -2899556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -2899566.000000 Penalty: 4934.080566
	Iteration 61Q: 3 clusters Score -2899566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2899575.500000 Penalty: 4934.080566
	Iteration 62Q: 3 clusters Score -2899576 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2899576.500000 Penalty: 4934.080566
	Iteration 63Q: 3 clusters Score -2899576 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2899584.750000 Penalty: 4934.080566
	Iteration 64Q: 3 clusters Score -2899585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2899585.500000 Penalty: 4934.080566
	Iteration 65Q: 3 clusters Score -2899586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2899584.000000 Penalty: 4934.080566
	Iteration 66Q: 3 clusters Score -2899584 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -2899596.250000 Penalty: 4934.080566
	Iteration 67Q: 3 clusters Score -2899596 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2899607.500000 Penalty: 4934.080566
	Iteration 68Q: 3 clusters Score -2899608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2899616.750000 Penalty: 4934.080566
	Iteration 69Q: 3 clusters Score -2899617 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2899619.500000 Penalty: 4934.080566
	Iteration 70Q: 3 clusters Score -2899620 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -2899630.000000 Penalty: 4934.080566
	Iteration 71Q: 3 clusters Score -2899630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2899635.250000 Penalty: 4934.080566
	Iteration 72Q: 3 clusters Score -2899635 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2899637.750000 Penalty: 4934.080566
	Iteration 73Q: 3 clusters Score -2899638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -2899643.250000 Penalty: 4934.080566
	Iteration 74Q: 3 clusters Score -2899643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2899646.500000 Penalty: 4934.080566
	Iteration 75Q: 3 clusters Score -2899646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2899654.000000 Penalty: 4934.080566
	Iteration 76Q: 3 clusters Score -2899654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2899672.750000 Penalty: 4934.080566
	Iteration 77Q: 3 clusters Score -2899673 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2899678.750000 Penalty: 4934.080566
	Iteration 78Q: 3 clusters Score -2899679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2899680.500000 Penalty: 4934.080566
	Iteration 79Q: 3 clusters Score -2899680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2899687.750000 Penalty: 4934.080566
	Iteration 80F: 3 clusters Score -2899688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -2899688.000000 Penalty: 4934.080566
	Iteration 81Q: 3 clusters Score -2899688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2899689.000000 Penalty: 4934.080566
	Iteration 82Q: 3 clusters Score -2899689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2899692.000000 Penalty: 4934.080566
	Iteration 83Q: 3 clusters Score -2899692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2899699.000000 Penalty: 4934.080566
	Iteration 84Q: 3 clusters Score -2899699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2899700.500000 Penalty: 4934.080566
	Iteration 85Q: 3 clusters Score -2899700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2899711.250000 Penalty: 4934.080566
	Iteration 86Q: 3 clusters Score -2899711 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2899719.250000 Penalty: 4934.080566
	Iteration 87Q: 3 clusters Score -2899719 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2899737.750000 Penalty: 4934.080566
	Iteration 88Q: 3 clusters Score -2899738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2899746.000000 Penalty: 4934.080566
	Iteration 89Q: 3 clusters Score -2899746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2899749.750000 Penalty: 4934.080566
	Iteration 90Q: 3 clusters Score -2899750 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2899762.250000 Penalty: 4934.080566
	Iteration 91Q: 3 clusters Score -2899762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -2899784.750000 Penalty: 4934.080566
	Iteration 92Q: 3 clusters Score -2899785 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2899800.000000 Penalty: 4934.080566
	Iteration 93Q: 3 clusters Score -2899800 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2899824.000000 Penalty: 4934.080566
	Iteration 94Q: 3 clusters Score -2899824 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2899845.500000 Penalty: 4934.080566
	Iteration 95Q: 3 clusters Score -2899846 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2899852.000000 Penalty: 4934.080566
	Iteration 96Q: 3 clusters Score -2899852 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2899866.500000 Penalty: 4934.080566
	Iteration 97Q: 3 clusters Score -2899866 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2899889.250000 Penalty: 4934.080566
	Iteration 98Q: 3 clusters Score -2899889 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2899909.000000 Penalty: 4934.080566
	Iteration 99Q: 3 clusters Score -2899909 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2899922.250000 Penalty: 4934.080566
	Iteration 100F: 3 clusters Score -2899922 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2899928.750000 Penalty: 4934.080566
	Iteration 101Q: 3 clusters Score -2899929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2899940.500000 Penalty: 4934.080566
	Iteration 102Q: 3 clusters Score -2899940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2899953.750000 Penalty: 4934.080566
	Iteration 103Q: 3 clusters Score -2899954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -2899961.500000 Penalty: 4934.080566
	Iteration 104Q: 3 clusters Score -2899962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -2899968.500000 Penalty: 4934.080566
	Iteration 105Q: 3 clusters Score -2899968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2899973.500000 Penalty: 4934.080566
	Iteration 106Q: 3 clusters Score -2899974 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2899979.750000 Penalty: 4934.080566
	Iteration 107Q: 3 clusters Score -2899980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2899984.750000 Penalty: 4934.080566
	Iteration 108Q: 3 clusters Score -2899985 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2900000.500000 Penalty: 4934.080566
	Iteration 109Q: 3 clusters Score -2900000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -2900016.500000 Penalty: 4934.080566
	Iteration 110Q: 3 clusters Score -2900016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2900025.250000 Penalty: 4934.080566
	Iteration 111Q: 3 clusters Score -2900025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2900041.000000 Penalty: 4934.080566
	Iteration 112Q: 3 clusters Score -2900041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2900052.500000 Penalty: 4934.080566
	Iteration 113Q: 3 clusters Score -2900052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2900063.500000 Penalty: 4934.080566
	Iteration 114Q: 3 clusters Score -2900064 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2900081.500000 Penalty: 4934.080566
	Iteration 115Q: 3 clusters Score -2900082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2900089.000000 Penalty: 4934.080566
	Iteration 116Q: 3 clusters Score -2900089 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -2900111.750000 Penalty: 4934.080566
	Iteration 117Q: 3 clusters Score -2900112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -2900128.000000 Penalty: 4934.080566
	Iteration 118Q: 3 clusters Score -2900128 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2900141.250000 Penalty: 4934.080566
	Iteration 119Q: 3 clusters Score -2900141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2900156.250000 Penalty: 4934.080566
	Iteration 120F: 3 clusters Score -2900156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2900162.500000 Penalty: 4934.080566
	Iteration 121Q: 3 clusters Score -2900162 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2900185.250000 Penalty: 4934.080566
	Iteration 122Q: 3 clusters Score -2900185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2900206.750000 Penalty: 4934.080566
	Iteration 123Q: 3 clusters Score -2900207 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -2900227.500000 Penalty: 4934.080566
	Iteration 124Q: 3 clusters Score -2900228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2900233.750000 Penalty: 4934.080566
	Iteration 125Q: 3 clusters Score -2900234 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -2900241.000000 Penalty: 4934.080566
	Iteration 126Q: 3 clusters Score -2900241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2900244.000000 Penalty: 4934.080566
	Iteration 127Q: 3 clusters Score -2900244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2900246.750000 Penalty: 4934.080566
	Iteration 128Q: 3 clusters Score -2900247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2900256.000000 Penalty: 4934.080566
	Iteration 129Q: 3 clusters Score -2900256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2900259.500000 Penalty: 4934.080566
	Iteration 130Q: 3 clusters Score -2900260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2900261.750000 Penalty: 4934.080566
	Iteration 131Q: 3 clusters Score -2900262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -2900265.750000 Penalty: 4934.080566
	Iteration 132Q: 3 clusters Score -2900266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -2900269.250000 Penalty: 4934.080566
	Iteration 133Q: 3 clusters Score -2900269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -2900268.250000 Penalty: 4934.080566
	Iteration 134Q: 3 clusters Score -2900268 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2900268.500000 Penalty: 4934.080566
	Iteration 135Q: 3 clusters Score -2900268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2900268.500000 Penalty: 4934.080566
	Iteration 136F: 3 clusters Score -2900268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (17050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Entering Unmasked Estep 
Score: -2289420.500000 Penalty: 2416.488525
	Iteration 0F: 2 clusters Score -2289420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2277121.750000 Penalty: 4832.977051
	Iteration 0F: 3 clusters Score -2277122 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -2281050.000000 Penalty: 4832.977051
	Iteration 1F: 3 clusters Score -2281050 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -2281397.000000 Penalty: 4832.977051
	Iteration 2F: 3 clusters Score -2281397 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -2281686.250000 Penalty: 4832.977051
	Iteration 3Q: 3 clusters Score -2281686 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2281934.500000 Penalty: 4832.977051
	Iteration 4Q: 3 clusters Score -2281934 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2282207.500000 Penalty: 4832.977051
	Iteration 5Q: 3 clusters Score -2282208 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2282556.000000 Penalty: 4832.977051
	Iteration 6Q: 3 clusters Score -2282556 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2283084.000000 Penalty: 4832.977051
	Iteration 7Q: 3 clusters Score -2283084 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -2283801.750000 Penalty: 4832.977051
	Iteration 8F: 3 clusters Score -2283802 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -2284619.250000 Penalty: 4832.977051
	Iteration 9F: 3 clusters Score -2284619 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2285417.500000 Penalty: 4832.977051
	Iteration 10F: 3 clusters Score -2285418 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -2286000.750000 Penalty: 4832.977051
	Iteration 11F: 3 clusters Score -2286001 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2286364.250000 Penalty: 4832.977051
	Iteration 12Q: 3 clusters Score -2286364 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2286576.750000 Penalty: 4832.977051
	Iteration 13Q: 3 clusters Score -2286577 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2286738.500000 Penalty: 4832.977051
	Iteration 14Q: 3 clusters Score -2286738 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2286882.750000 Penalty: 4832.977051
	Iteration 15Q: 3 clusters Score -2286883 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -2287021.250000 Penalty: 4832.977051
	Iteration 16Q: 3 clusters Score -2287021 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2287143.500000 Penalty: 4832.977051
	Iteration 17Q: 3 clusters Score -2287144 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2287256.500000 Penalty: 4832.977051
	Iteration 18Q: 3 clusters Score -2287256 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2287348.750000 Penalty: 4832.977051
	Iteration 19Q: 3 clusters Score -2287349 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -2287437.250000 Penalty: 4832.977051
	Iteration 20F: 3 clusters Score -2287437 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -2287550.750000 Penalty: 4832.977051
	Iteration 21Q: 3 clusters Score -2287551 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2287678.000000 Penalty: 4832.977051
	Iteration 22Q: 3 clusters Score -2287678 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -2287804.500000 Penalty: 4832.977051
	Iteration 23Q: 3 clusters Score -2287804 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2287963.250000 Penalty: 4832.977051
	Iteration 24Q: 3 clusters Score -2287963 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2288062.000000 Penalty: 4832.977051
	Iteration 25Q: 3 clusters Score -2288062 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2288135.000000 Penalty: 4832.977051
	Iteration 26Q: 3 clusters Score -2288135 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2288185.750000 Penalty: 4832.977051
	Iteration 27Q: 3 clusters Score -2288186 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2288223.250000 Penalty: 4832.977051
	Iteration 28Q: 3 clusters Score -2288223 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -2288242.250000 Penalty: 4832.977051
	Iteration 29Q: 3 clusters Score -2288242 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2288262.000000 Penalty: 4832.977051
	Iteration 30Q: 3 clusters Score -2288262 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2288282.000000 Penalty: 4832.977051
	Iteration 31Q: 3 clusters Score -2288282 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2288296.500000 Penalty: 4832.977051
	Iteration 32Q: 3 clusters Score -2288296 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -2288304.250000 Penalty: 4832.977051
	Iteration 33Q: 3 clusters Score -2288304 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2288312.250000 Penalty: 4832.977051
	Iteration 34Q: 3 clusters Score -2288312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2288312.750000 Penalty: 4832.977051
	Iteration 35Q: 3 clusters Score -2288313 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -2288317.250000 Penalty: 4832.977051
	Iteration 36Q: 3 clusters Score -2288317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2288321.250000 Penalty: 4832.977051
	Iteration 37Q: 3 clusters Score -2288321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2288322.000000 Penalty: 4832.977051
	Iteration 38Q: 3 clusters Score -2288322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2288322.750000 Penalty: 4832.977051
	Iteration 39Q: 3 clusters Score -2288323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2288317.500000 Penalty: 4832.977051
	Iteration 40F: 3 clusters Score -2288318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2288323.000000 Penalty: 4832.977051
	Iteration 41Q: 3 clusters Score -2288323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2288322.000000 Penalty: 4832.977051
	Iteration 42Q: 3 clusters Score -2288322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -2288324.250000 Penalty: 4832.977051
	Iteration 43Q: 3 clusters Score -2288324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2288327.000000 Penalty: 4832.977051
	Iteration 44Q: 3 clusters Score -2288327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2288325.500000 Penalty: 4832.977051
	Iteration 45Q: 3 clusters Score -2288326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2288322.750000 Penalty: 4832.977051
	Iteration 46Q: 3 clusters Score -2288323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -2288324.000000 Penalty: 4832.977051
	Iteration 47Q: 3 clusters Score -2288324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -2288328.500000 Penalty: 4832.977051
	Iteration 48Q: 3 clusters Score -2288328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -2288329.250000 Penalty: 4832.977051
	Iteration 49Q: 3 clusters Score -2288329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -2288337.000000 Penalty: 4832.977051
	Iteration 50Q: 3 clusters Score -2288337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2288344.500000 Penalty: 4832.977051
	Iteration 51Q: 3 clusters Score -2288344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2288346.250000 Penalty: 4832.977051
	Iteration 52Q: 3 clusters Score -2288346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2288349.000000 Penalty: 4832.977051
	Iteration 53Q: 3 clusters Score -2288349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -2288349.000000 Penalty: 4832.977051
	Iteration 54Q: 3 clusters Score -2288349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2288349.500000 Penalty: 4832.977051
	Iteration 55Q: 3 clusters Score -2288350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2288350.500000 Penalty: 4832.977051
	Iteration 56Q: 3 clusters Score -2288350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2288350.000000 Penalty: 4832.977051
	Iteration 57Q: 3 clusters Score -2288350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2288351.000000 Penalty: 4832.977051
	Iteration 58Q: 3 clusters Score -2288351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2288359.000000 Penalty: 4832.977051
	Iteration 59Q: 3 clusters Score -2288359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2288364.500000 Penalty: 4832.977051
	Iteration 60F: 3 clusters Score -2288364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2288371.750000 Penalty: 4832.977051
	Iteration 61Q: 3 clusters Score -2288372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2288375.500000 Penalty: 4832.977051
	Iteration 62Q: 3 clusters Score -2288376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -2288378.500000 Penalty: 4832.977051
	Iteration 63Q: 3 clusters Score -2288378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2288377.250000 Penalty: 4832.977051
	Iteration 64Q: 3 clusters Score -2288377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2288380.500000 Penalty: 4832.977051
	Iteration 65Q: 3 clusters Score -2288380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2288379.000000 Penalty: 4832.977051
	Iteration 66Q: 3 clusters Score -2288379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -2288379.000000 Penalty: 4832.977051
	Iteration 67F: 3 clusters Score -2288379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Entering Unmasked Estep 
Score: -509581.656250 Penalty: 2029.621094
	Iteration 0F: 2 clusters Score -509581.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -505919.406250 Penalty: 4059.242188
	Iteration 0F: 3 clusters Score -505919.4 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -506715.625000 Penalty: 4059.242188
	Iteration 1F: 3 clusters Score -506715.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -506965.906250 Penalty: 4059.242188
	Iteration 2F: 3 clusters Score -506965.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -507190.125000 Penalty: 4059.242188
	Iteration 3F: 3 clusters Score -507190.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -507322.093750 Penalty: 4059.242188
	Iteration 4Q: 3 clusters Score -507322.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -507423.000000 Penalty: 4059.242188
	Iteration 5Q: 3 clusters Score -507423 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -507485.562500 Penalty: 4059.242188
	Iteration 6Q: 3 clusters Score -507485.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -507531.062500 Penalty: 4059.242188
	Iteration 7Q: 3 clusters Score -507531.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -507564.187500 Penalty: 4059.242188
	Iteration 8Q: 3 clusters Score -507564.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -507599.093750 Penalty: 4059.242188
	Iteration 9Q: 3 clusters Score -507599.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -507637.312500 Penalty: 4059.242188
	Iteration 10Q: 3 clusters Score -507637.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -507667.093750 Penalty: 4059.242188
	Iteration 11Q: 3 clusters Score -507667.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -507702.218750 Penalty: 4059.242188
	Iteration 12Q: 3 clusters Score -507702.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -507735.062500 Penalty: 4059.242188
	Iteration 13Q: 3 clusters Score -507735.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -507767.843750 Penalty: 4059.242188
	Iteration 14Q: 3 clusters Score -507767.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -507798.562500 Penalty: 4059.242188
	Iteration 15Q: 3 clusters Score -507798.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -507824.750000 Penalty: 4059.242188
	Iteration 16Q: 3 clusters Score -507824.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -507849.156250 Penalty: 4059.242188
	Iteration 17Q: 3 clusters Score -507849.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -507878.281250 Penalty: 4059.242188
	Iteration 18Q: 3 clusters Score -507878.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -507897.781250 Penalty: 4059.242188
	Iteration 19Q: 3 clusters Score -507897.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -507907.093750 Penalty: 4059.242188
	Iteration 20F: 3 clusters Score -507907.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -507917.531250 Penalty: 4059.242188
	Iteration 21Q: 3 clusters Score -507917.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -507929.781250 Penalty: 4059.242188
	Iteration 22Q: 3 clusters Score -507929.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -507941.812500 Penalty: 4059.242188
	Iteration 23Q: 3 clusters Score -507941.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -507953.968750 Penalty: 4059.242188
	Iteration 24Q: 3 clusters Score -507954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -507965.843750 Penalty: 4059.242188
	Iteration 25Q: 3 clusters Score -507965.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -507979.281250 Penalty: 4059.242188
	Iteration 26Q: 3 clusters Score -507979.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -507991.187500 Penalty: 4059.242188
	Iteration 27Q: 3 clusters Score -507991.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -508002.687500 Penalty: 4059.242188
	Iteration 28Q: 3 clusters Score -508002.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -508011.718750 Penalty: 4059.242188
	Iteration 29Q: 3 clusters Score -508011.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -508020.281250 Penalty: 4059.242188
	Iteration 30Q: 3 clusters Score -508020.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -508024.500000 Penalty: 4059.242188
	Iteration 31Q: 3 clusters Score -508024.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -508028.593750 Penalty: 4059.242188
	Iteration 32Q: 3 clusters Score -508028.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -508034.125000 Penalty: 4059.242188
	Iteration 33Q: 3 clusters Score -508034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -508036.593750 Penalty: 4059.242188
	Iteration 34Q: 3 clusters Score -508036.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -508041.250000 Penalty: 4059.242188
	Iteration 35Q: 3 clusters Score -508041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -508044.343750 Penalty: 4059.242188
	Iteration 36Q: 3 clusters Score -508044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -508047.312500 Penalty: 4059.242188
	Iteration 37Q: 3 clusters Score -508047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -508049.031250 Penalty: 4059.242188
	Iteration 38Q: 3 clusters Score -508049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -508051.062500 Penalty: 4059.242188
	Iteration 39Q: 3 clusters Score -508051.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -508053.062500 Penalty: 4059.242188
	Iteration 40F: 3 clusters Score -508053.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -508054.625000 Penalty: 4059.242188
	Iteration 41Q: 3 clusters Score -508054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -508055.843750 Penalty: 4059.242188
	Iteration 42Q: 3 clusters Score -508055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -508056.468750 Penalty: 4059.242188
	Iteration 43Q: 3 clusters Score -508056.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -508057.093750 Penalty: 4059.242188
	Iteration 44Q: 3 clusters Score -508057.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -508059.593750 Penalty: 4059.242188
	Iteration 45Q: 3 clusters Score -508059.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -508061.062500 Penalty: 4059.242188
	Iteration 46Q: 3 clusters Score -508061.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -508064.687500 Penalty: 4059.242188
	Iteration 47Q: 3 clusters Score -508064.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -508067.593750 Penalty: 4059.242188
	Iteration 48Q: 3 clusters Score -508067.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -508071.218750 Penalty: 4059.242188
	Iteration 49Q: 3 clusters Score -508071.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -508075.968750 Penalty: 4059.242188
	Iteration 50Q: 3 clusters Score -508076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -508078.343750 Penalty: 4059.242188
	Iteration 51Q: 3 clusters Score -508078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -508078.562500 Penalty: 4059.242188
	Iteration 52Q: 3 clusters Score -508078.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -508080.531250 Penalty: 4059.242188
	Iteration 53Q: 3 clusters Score -508080.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -508082.625000 Penalty: 4059.242188
	Iteration 54Q: 3 clusters Score -508082.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -508085.562500 Penalty: 4059.242188
	Iteration 55Q: 3 clusters Score -508085.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -508089.500000 Penalty: 4059.242188
	Iteration 56Q: 3 clusters Score -508089.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -508097.312500 Penalty: 4059.242188
	Iteration 57Q: 3 clusters Score -508097.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -508104.093750 Penalty: 4059.242188
	Iteration 58Q: 3 clusters Score -508104.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -508111.781250 Penalty: 4059.242188
	Iteration 59Q: 3 clusters Score -508111.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -508119.343750 Penalty: 4059.242188
	Iteration 60F: 3 clusters Score -508119.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -508128.281250 Penalty: 4059.242188
	Iteration 61Q: 3 clusters Score -508128.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -508143.000000 Penalty: 4059.242188
	Iteration 62Q: 3 clusters Score -508143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -508165.750000 Penalty: 4059.242188
	Iteration 63Q: 3 clusters Score -508165.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -508188.375000 Penalty: 4059.242188
	Iteration 64Q: 3 clusters Score -508188.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -508211.000000 Penalty: 4059.242188
	Iteration 65Q: 3 clusters Score -508211 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -508229.062500 Penalty: 4059.242188
	Iteration 66Q: 3 clusters Score -508229.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -508242.187500 Penalty: 4059.242188
	Iteration 67Q: 3 clusters Score -508242.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -508253.125000 Penalty: 4059.242188
	Iteration 68Q: 3 clusters Score -508253.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -508264.406250 Penalty: 4059.242188
	Iteration 69Q: 3 clusters Score -508264.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -508268.406250 Penalty: 4059.242188
	Iteration 70Q: 3 clusters Score -508268.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -508277.750000 Penalty: 4059.242188
	Iteration 71Q: 3 clusters Score -508277.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -508285.312500 Penalty: 4059.242188
	Iteration 72Q: 3 clusters Score -508285.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -508293.875000 Penalty: 4059.242188
	Iteration 73Q: 3 clusters Score -508293.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -508301.781250 Penalty: 4059.242188
	Iteration 74Q: 3 clusters Score -508301.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -508308.781250 Penalty: 4059.242188
	Iteration 75Q: 3 clusters Score -508308.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -508316.843750 Penalty: 4059.242188
	Iteration 76Q: 3 clusters Score -508316.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -508321.968750 Penalty: 4059.242188
	Iteration 77Q: 3 clusters Score -508322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -508326.218750 Penalty: 4059.242188
	Iteration 78Q: 3 clusters Score -508326.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -508334.343750 Penalty: 4059.242188
	Iteration 79Q: 3 clusters Score -508334.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -508339.312500 Penalty: 4059.242188
	Iteration 80F: 3 clusters Score -508339.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -508340.375000 Penalty: 4059.242188
	Iteration 81Q: 3 clusters Score -508340.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -508343.656250 Penalty: 4059.242188
	Iteration 82Q: 3 clusters Score -508343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -508345.250000 Penalty: 4059.242188
	Iteration 83Q: 3 clusters Score -508345.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -508345.562500 Penalty: 4059.242188
	Iteration 84Q: 3 clusters Score -508345.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -508346.562500 Penalty: 4059.242188
	Iteration 85Q: 3 clusters Score -508346.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -508348.343750 Penalty: 4059.242188
	Iteration 86Q: 3 clusters Score -508348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -508348.687500 Penalty: 4059.242188
	Iteration 87Q: 3 clusters Score -508348.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -508349.843750 Penalty: 4059.242188
	Iteration 88Q: 3 clusters Score -508349.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -508352.312500 Penalty: 4059.242188
	Iteration 89Q: 3 clusters Score -508352.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -508352.968750 Penalty: 4059.242188
	Iteration 90Q: 3 clusters Score -508353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -508352.968750 Penalty: 4059.242188
	Iteration 91F: 3 clusters Score -508353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -22835.654297 Penalty: 1295.985107
	Iteration 0F: 2 clusters Score -22835.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -21754.167969 Penalty: 2591.970215
	Iteration 0F: 3 clusters Score -21754.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -21829.134766 Penalty: 2591.970215
	Iteration 1F: 3 clusters Score -21829.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -21845.337891 Penalty: 2591.970215
	Iteration 2Q: 3 clusters Score -21845.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21860.574219 Penalty: 2591.970215
	Iteration 3Q: 3 clusters Score -21860.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21868.302734 Penalty: 2591.970215
	Iteration 4Q: 3 clusters Score -21868.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -21868.302734 Penalty: 2591.970215
	Iteration 5F: 3 clusters Score -21868.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -71037.773438 Penalty: 1561.683105
	Iteration 0F: 2 clusters Score -71037.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69549.726562 Penalty: 3123.366211
	Iteration 0F: 3 clusters Score -69549.73 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69799.710938 Penalty: 3123.366211
	Iteration 1F: 3 clusters Score -69799.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69932.000000 Penalty: 3123.366211
	Iteration 2F: 3 clusters Score -69932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -69965.109375 Penalty: 3123.366211
	Iteration 3Q: 3 clusters Score -69965.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69997.046875 Penalty: 3123.366211
	Iteration 4Q: 3 clusters Score -69997.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -70020.046875 Penalty: 3123.366211
	Iteration 5Q: 3 clusters Score -70020.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -70044.937500 Penalty: 3123.366211
	Iteration 6Q: 3 clusters Score -70044.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -70069.101562 Penalty: 3123.366211
	Iteration 7Q: 3 clusters Score -70069.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -70099.257812 Penalty: 3123.366211
	Iteration 8Q: 3 clusters Score -70099.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -70146.875000 Penalty: 3123.366211
	Iteration 9Q: 3 clusters Score -70146.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -70197.531250 Penalty: 3123.366211
	Iteration 10Q: 3 clusters Score -70197.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -70203.054688 Penalty: 3123.366211
	Iteration 11Q: 3 clusters Score -70203.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -70210.890625 Penalty: 3123.366211
	Iteration 12Q: 3 clusters Score -70210.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -70212.375000 Penalty: 3123.366211
	Iteration 13Q: 3 clusters Score -70212.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -70212.375000 Penalty: 3123.366211
	Iteration 14F: 3 clusters Score -70212.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Entering Unmasked Estep 
Score: -2774871.500000 Penalty: 2453.020752
	Iteration 0F: 2 clusters Score -2774872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2761029.000000 Penalty: 4906.041504
	Iteration 0F: 3 clusters Score -2761029 nChanged 8625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2765522.500000 Penalty: 4906.041504
	Iteration 1F: 3 clusters Score -2765522 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2765897.500000 Penalty: 4906.041504
	Iteration 2F: 3 clusters Score -2765898 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2766150.000000 Penalty: 4906.041504
	Iteration 3Q: 3 clusters Score -2766150 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2766338.250000 Penalty: 4906.041504
	Iteration 4Q: 3 clusters Score -2766338 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2766471.000000 Penalty: 4906.041504
	Iteration 5Q: 3 clusters Score -2766471 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2766572.000000 Penalty: 4906.041504
	Iteration 6Q: 3 clusters Score -2766572 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2766689.500000 Penalty: 4906.041504
	Iteration 7Q: 3 clusters Score -2766690 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -2766802.000000 Penalty: 4906.041504
	Iteration 8Q: 3 clusters Score -2766802 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2766899.500000 Penalty: 4906.041504
	Iteration 9Q: 3 clusters Score -2766900 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2767008.500000 Penalty: 4906.041504
	Iteration 10Q: 3 clusters Score -2767008 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2767140.000000 Penalty: 4906.041504
	Iteration 11Q: 3 clusters Score -2767140 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2767287.500000 Penalty: 4906.041504
	Iteration 12Q: 3 clusters Score -2767288 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2767467.250000 Penalty: 4906.041504
	Iteration 13Q: 3 clusters Score -2767467 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2767674.500000 Penalty: 4906.041504
	Iteration 14Q: 3 clusters Score -2767674 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2767886.500000 Penalty: 4906.041504
	Iteration 15Q: 3 clusters Score -2767886 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2768092.000000 Penalty: 4906.041504
	Iteration 16Q: 3 clusters Score -2768092 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2768350.750000 Penalty: 4906.041504
	Iteration 17Q: 3 clusters Score -2768351 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2768594.000000 Penalty: 4906.041504
	Iteration 18Q: 3 clusters Score -2768594 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2768825.000000 Penalty: 4906.041504
	Iteration 19Q: 3 clusters Score -2768825 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2769079.750000 Penalty: 4906.041504
	Iteration 20F: 3 clusters Score -2769080 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2769343.750000 Penalty: 4906.041504
	Iteration 21Q: 3 clusters Score -2769344 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2769603.000000 Penalty: 4906.041504
	Iteration 22Q: 3 clusters Score -2769603 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2769878.500000 Penalty: 4906.041504
	Iteration 23Q: 3 clusters Score -2769878 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2770116.750000 Penalty: 4906.041504
	Iteration 24Q: 3 clusters Score -2770117 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2770295.750000 Penalty: 4906.041504
	Iteration 25Q: 3 clusters Score -2770296 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2770463.750000 Penalty: 4906.041504
	Iteration 26Q: 3 clusters Score -2770464 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2770620.500000 Penalty: 4906.041504
	Iteration 27Q: 3 clusters Score -2770620 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -2770745.750000 Penalty: 4906.041504
	Iteration 28Q: 3 clusters Score -2770746 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -2770838.750000 Penalty: 4906.041504
	Iteration 29Q: 3 clusters Score -2770839 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2770923.500000 Penalty: 4906.041504
	Iteration 30Q: 3 clusters Score -2770924 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2770995.250000 Penalty: 4906.041504
	Iteration 31Q: 3 clusters Score -2770995 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -2771069.250000 Penalty: 4906.041504
	Iteration 32Q: 3 clusters Score -2771069 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2771155.250000 Penalty: 4906.041504
	Iteration 33Q: 3 clusters Score -2771155 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2771221.500000 Penalty: 4906.041504
	Iteration 34Q: 3 clusters Score -2771222 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2771331.750000 Penalty: 4906.041504
	Iteration 35Q: 3 clusters Score -2771332 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2771417.250000 Penalty: 4906.041504
	Iteration 36Q: 3 clusters Score -2771417 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2771495.250000 Penalty: 4906.041504
	Iteration 37Q: 3 clusters Score -2771495 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2771571.500000 Penalty: 4906.041504
	Iteration 38Q: 3 clusters Score -2771572 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2771658.750000 Penalty: 4906.041504
	Iteration 39Q: 3 clusters Score -2771659 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2771742.750000 Penalty: 4906.041504
	Iteration 40F: 3 clusters Score -2771743 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2771807.500000 Penalty: 4906.041504
	Iteration 41Q: 3 clusters Score -2771808 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2771870.000000 Penalty: 4906.041504
	Iteration 42Q: 3 clusters Score -2771870 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2771940.250000 Penalty: 4906.041504
	Iteration 43Q: 3 clusters Score -2771940 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2772008.000000 Penalty: 4906.041504
	Iteration 44Q: 3 clusters Score -2772008 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2772081.250000 Penalty: 4906.041504
	Iteration 45Q: 3 clusters Score -2772081 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2772153.500000 Penalty: 4906.041504
	Iteration 46Q: 3 clusters Score -2772154 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2772210.000000 Penalty: 4906.041504
	Iteration 47Q: 3 clusters Score -2772210 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2772275.750000 Penalty: 4906.041504
	Iteration 48Q: 3 clusters Score -2772276 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2772333.250000 Penalty: 4906.041504
	Iteration 49Q: 3 clusters Score -2772333 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2772385.750000 Penalty: 4906.041504
	Iteration 50Q: 3 clusters Score -2772386 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2772429.000000 Penalty: 4906.041504
	Iteration 51Q: 3 clusters Score -2772429 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2772453.750000 Penalty: 4906.041504
	Iteration 52Q: 3 clusters Score -2772454 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2772488.750000 Penalty: 4906.041504
	Iteration 53Q: 3 clusters Score -2772489 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2772518.000000 Penalty: 4906.041504
	Iteration 54Q: 3 clusters Score -2772518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2772536.750000 Penalty: 4906.041504
	Iteration 55Q: 3 clusters Score -2772537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2772552.750000 Penalty: 4906.041504
	Iteration 56Q: 3 clusters Score -2772553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2772562.750000 Penalty: 4906.041504
	Iteration 57Q: 3 clusters Score -2772563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2772575.000000 Penalty: 4906.041504
	Iteration 58Q: 3 clusters Score -2772575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2772581.250000 Penalty: 4906.041504
	Iteration 59Q: 3 clusters Score -2772581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2772585.250000 Penalty: 4906.041504
	Iteration 60F: 3 clusters Score -2772585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2772594.000000 Penalty: 4906.041504
	Iteration 61Q: 3 clusters Score -2772594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2772605.500000 Penalty: 4906.041504
	Iteration 62Q: 3 clusters Score -2772606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2772615.750000 Penalty: 4906.041504
	Iteration 63Q: 3 clusters Score -2772616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2772627.250000 Penalty: 4906.041504
	Iteration 64Q: 3 clusters Score -2772627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -2772637.500000 Penalty: 4906.041504
	Iteration 65Q: 3 clusters Score -2772638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2772647.500000 Penalty: 4906.041504
	Iteration 66Q: 3 clusters Score -2772648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2772650.250000 Penalty: 4906.041504
	Iteration 67Q: 3 clusters Score -2772650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2772651.000000 Penalty: 4906.041504
	Iteration 68Q: 3 clusters Score -2772651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2772656.500000 Penalty: 4906.041504
	Iteration 69Q: 3 clusters Score -2772656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2772664.000000 Penalty: 4906.041504
	Iteration 70Q: 3 clusters Score -2772664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2772669.250000 Penalty: 4906.041504
	Iteration 71Q: 3 clusters Score -2772669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2772670.000000 Penalty: 4906.041504
	Iteration 72Q: 3 clusters Score -2772670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2772673.500000 Penalty: 4906.041504
	Iteration 73Q: 3 clusters Score -2772674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2772673.250000 Penalty: 4906.041504
	Iteration 74Q: 3 clusters Score -2772673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2772675.500000 Penalty: 4906.041504
	Iteration 75Q: 3 clusters Score -2772676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2772675.500000 Penalty: 4906.041504
	Iteration 76F: 3 clusters Score -2772676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -43834.617188 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -43834.62 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 193 members 
Entering Unmasked Estep 
Score: -42707.648438 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -42707.65 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -43214.207031 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -43214.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43393.292969 Penalty: 2968.032471
	Iteration 2F: 3 clusters Score -43393.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -43511.875000 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -43511.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -43593.878906 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -43593.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -43646.574219 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -43646.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43649.738281 Penalty: 2968.032471
	Iteration 6Q: 3 clusters Score -43649.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -43649.738281 Penalty: 2968.032471
	Iteration 7F: 3 clusters Score -43649.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Entering Unmasked Estep 
Score: -3905496.250000 Penalty: 2547.476074
	Iteration 0F: 2 clusters Score -3905496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -3885662.000000 Penalty: 5094.952148
	Iteration 0F: 3 clusters Score -3885662 nChanged 13068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -3892637.250000 Penalty: 5094.952148
	Iteration 1F: 3 clusters Score -3892637 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -3893114.500000 Penalty: 5094.952148
	Iteration 2Q: 3 clusters Score -3893114 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -3893506.250000 Penalty: 5094.952148
	Iteration 3Q: 3 clusters Score -3893506 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3893856.000000 Penalty: 5094.952148
	Iteration 4Q: 3 clusters Score -3893856 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -3894223.500000 Penalty: 5094.952148
	Iteration 5Q: 3 clusters Score -3894224 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -3894640.500000 Penalty: 5094.952148
	Iteration 6Q: 3 clusters Score -3894640 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -3895103.750000 Penalty: 5094.952148
	Iteration 7Q: 3 clusters Score -3895104 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -3895572.000000 Penalty: 5094.952148
	Iteration 8Q: 3 clusters Score -3895572 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -3896102.000000 Penalty: 5094.952148
	Iteration 9Q: 3 clusters Score -3896102 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3896751.500000 Penalty: 5094.952148
	Iteration 10Q: 3 clusters Score -3896752 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -3897577.250000 Penalty: 5094.952148
	Iteration 11Q: 3 clusters Score -3897577 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -3898523.000000 Penalty: 5094.952148
	Iteration 12F: 3 clusters Score -3898523 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3899547.750000 Penalty: 5094.952148
	Iteration 13F: 3 clusters Score -3899548 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -3900586.250000 Penalty: 5094.952148
	Iteration 14Q: 3 clusters Score -3900586 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3901457.250000 Penalty: 5094.952148
	Iteration 15Q: 3 clusters Score -3901457 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3902142.500000 Penalty: 5094.952148
	Iteration 16Q: 3 clusters Score -3902142 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3902574.750000 Penalty: 5094.952148
	Iteration 17Q: 3 clusters Score -3902575 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3902843.000000 Penalty: 5094.952148
	Iteration 18Q: 3 clusters Score -3902843 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3903023.750000 Penalty: 5094.952148
	Iteration 19Q: 3 clusters Score -3903024 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3903136.000000 Penalty: 5094.952148
	Iteration 20F: 3 clusters Score -3903136 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3903191.250000 Penalty: 5094.952148
	Iteration 21Q: 3 clusters Score -3903191 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3903243.750000 Penalty: 5094.952148
	Iteration 22Q: 3 clusters Score -3903244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28384 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3903278.750000 Penalty: 5094.952148
	Iteration 23Q: 3 clusters Score -3903279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -3903303.250000 Penalty: 5094.952148
	Iteration 24Q: 3 clusters Score -3903303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3903320.500000 Penalty: 5094.952148
	Iteration 25Q: 3 clusters Score -3903320 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3903324.500000 Penalty: 5094.952148
	Iteration 26Q: 3 clusters Score -3903324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3903338.250000 Penalty: 5094.952148
	Iteration 27Q: 3 clusters Score -3903338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3903346.250000 Penalty: 5094.952148
	Iteration 28Q: 3 clusters Score -3903346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3903353.750000 Penalty: 5094.952148
	Iteration 29Q: 3 clusters Score -3903354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3903357.500000 Penalty: 5094.952148
	Iteration 30Q: 3 clusters Score -3903358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3903362.250000 Penalty: 5094.952148
	Iteration 31Q: 3 clusters Score -3903362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3903368.000000 Penalty: 5094.952148
	Iteration 32Q: 3 clusters Score -3903368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3903367.000000 Penalty: 5094.952148
	Iteration 33Q: 3 clusters Score -3903367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3903365.500000 Penalty: 5094.952148
	Iteration 34Q: 3 clusters Score -3903366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3903368.250000 Penalty: 5094.952148
	Iteration 35Q: 3 clusters Score -3903368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3903375.500000 Penalty: 5094.952148
	Iteration 36Q: 3 clusters Score -3903376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3903378.250000 Penalty: 5094.952148
	Iteration 37Q: 3 clusters Score -3903378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3903376.500000 Penalty: 5094.952148
	Iteration 38Q: 3 clusters Score -3903376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3903378.750000 Penalty: 5094.952148
	Iteration 39Q: 3 clusters Score -3903379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3903380.750000 Penalty: 5094.952148
	Iteration 40F: 3 clusters Score -3903381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3903378.000000 Penalty: 5094.952148
	Iteration 41Q: 3 clusters Score -3903378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3903376.000000 Penalty: 5094.952148
	Iteration 42Q: 3 clusters Score -3903376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3903378.250000 Penalty: 5094.952148
	Iteration 43Q: 3 clusters Score -3903378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3903381.250000 Penalty: 5094.952148
	Iteration 44Q: 3 clusters Score -3903381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3903381.250000 Penalty: 5094.952148
	Iteration 45F: 3 clusters Score -3903381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Entering Unmasked Estep 
Score: -64928.707031 Penalty: 1537.222656
	Iteration 0F: 2 clusters Score -64928.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -63502.535156 Penalty: 3074.445312
	Iteration 0F: 3 clusters Score -63502.54 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -63685.574219 Penalty: 3074.445312
	Iteration 1F: 3 clusters Score -63685.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -63740.679688 Penalty: 3074.445312
	Iteration 2F: 3 clusters Score -63740.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -63764.097656 Penalty: 3074.445312
	Iteration 3Q: 3 clusters Score -63764.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -63818.492188 Penalty: 3074.445312
	Iteration 4Q: 3 clusters Score -63818.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -63837.253906 Penalty: 3074.445312
	Iteration 5Q: 3 clusters Score -63837.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -63861.003906 Penalty: 3074.445312
	Iteration 6Q: 3 clusters Score -63861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -63865.363281 Penalty: 3074.445312
	Iteration 7Q: 3 clusters Score -63865.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -63872.652344 Penalty: 3074.445312
	Iteration 8Q: 3 clusters Score -63872.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -63877.792969 Penalty: 3074.445312
	Iteration 9Q: 3 clusters Score -63877.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -63880.515625 Penalty: 3074.445312
	Iteration 10Q: 3 clusters Score -63880.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -63890.148438 Penalty: 3074.445312
	Iteration 11Q: 3 clusters Score -63890.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -63898.089844 Penalty: 3074.445312
	Iteration 12Q: 3 clusters Score -63898.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -63901.453125 Penalty: 3074.445312
	Iteration 13Q: 3 clusters Score -63901.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -63901.453125 Penalty: 3074.445312
	Iteration 14F: 3 clusters Score -63901.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Entering Unmasked Estep 
Score: -29981.666016 Penalty: 1375.203979
	Iteration 0F: 2 clusters Score -29981.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -28891.164062 Penalty: 2750.407959
	Iteration 0F: 3 clusters Score -28891.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -29035.384766 Penalty: 2750.407959
	Iteration 1F: 3 clusters Score -29035.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29079.554688 Penalty: 2750.407959
	Iteration 2Q: 3 clusters Score -29079.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -29107.095703 Penalty: 2750.407959
	Iteration 3Q: 3 clusters Score -29107.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29118.027344 Penalty: 2750.407959
	Iteration 4Q: 3 clusters Score -29118.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -29118.027344 Penalty: 2750.407959
	Iteration 5F: 3 clusters Score -29118.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -29311.052734 Penalty: 1352.919678
	Iteration 0F: 2 clusters Score -29311.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28097.648438 Penalty: 2705.839355
	Iteration 0F: 3 clusters Score -28097.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28169.474609 Penalty: 2705.839355
	Iteration 1F: 3 clusters Score -28169.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28196.435547 Penalty: 2705.839355
	Iteration 2Q: 3 clusters Score -28196.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28218.255859 Penalty: 2705.839355
	Iteration 3Q: 3 clusters Score -28218.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28224.167969 Penalty: 2705.839355
	Iteration 4Q: 3 clusters Score -28224.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28224.167969 Penalty: 2705.839355
	Iteration 5F: 3 clusters Score -28224.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Entering Unmasked Estep 
Score: -91500.492188 Penalty: 1619.295898
	Iteration 0F: 2 clusters Score -91500.49 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 353 members 
Entering Unmasked Estep 
Score: -89817.820312 Penalty: 3238.591797
	Iteration 0F: 3 clusters Score -89817.82 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -90074.859375 Penalty: 3238.591797
	Iteration 1F: 3 clusters Score -90074.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90184.046875 Penalty: 3238.591797
	Iteration 2F: 3 clusters Score -90184.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -90279.101562 Penalty: 3238.591797
	Iteration 3Q: 3 clusters Score -90279.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -90343.617188 Penalty: 3238.591797
	Iteration 4Q: 3 clusters Score -90343.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90388.023438 Penalty: 3238.591797
	Iteration 5Q: 3 clusters Score -90388.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90410.468750 Penalty: 3238.591797
	Iteration 6Q: 3 clusters Score -90410.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90423.789062 Penalty: 3238.591797
	Iteration 7Q: 3 clusters Score -90423.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90441.531250 Penalty: 3238.591797
	Iteration 8Q: 3 clusters Score -90441.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -90470.835938 Penalty: 3238.591797
	Iteration 9Q: 3 clusters Score -90470.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90498.453125 Penalty: 3238.591797
	Iteration 10Q: 3 clusters Score -90498.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90520.906250 Penalty: 3238.591797
	Iteration 11Q: 3 clusters Score -90520.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -90536.695312 Penalty: 3238.591797
	Iteration 12Q: 3 clusters Score -90536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90541.718750 Penalty: 3238.591797
	Iteration 13Q: 3 clusters Score -90541.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -90541.718750 Penalty: 3238.591797
	Iteration 14F: 3 clusters Score -90541.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -40600.640625 Penalty: 1435.910156
	Iteration 0F: 2 clusters Score -40600.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -39328.660156 Penalty: 2871.820312
	Iteration 0F: 3 clusters Score -39328.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -39572.757812 Penalty: 2871.820312
	Iteration 1F: 3 clusters Score -39572.76 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -39744.027344 Penalty: 2871.820312
	Iteration 2F: 3 clusters Score -39744.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -39786.160156 Penalty: 2871.820312
	Iteration 3Q: 3 clusters Score -39786.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -39798.332031 Penalty: 2871.820312
	Iteration 4Q: 3 clusters Score -39798.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -39804.359375 Penalty: 2871.820312
	Iteration 5Q: 3 clusters Score -39804.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -39812.898438 Penalty: 2871.820312
	Iteration 6Q: 3 clusters Score -39812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39816.089844 Penalty: 2871.820312
	Iteration 7Q: 3 clusters Score -39816.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -39816.089844 Penalty: 2871.820312
	Iteration 8F: 3 clusters Score -39816.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (8367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Entering Unmasked Estep 
Score: -1180498.750000 Penalty: 2239.948730
	Iteration 0F: 2 clusters Score -1180499 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1173881.625000 Penalty: 4479.897461
	Iteration 0F: 3 clusters Score -1173882 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1175777.125000 Penalty: 4479.897461
	Iteration 1F: 3 clusters Score -1175777 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1176163.875000 Penalty: 4479.897461
	Iteration 2F: 3 clusters Score -1176164 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1176455.375000 Penalty: 4479.897461
	Iteration 3F: 3 clusters Score -1176455 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1176718.125000 Penalty: 4479.897461
	Iteration 4F: 3 clusters Score -1176718 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1176967.500000 Penalty: 4479.897461
	Iteration 5Q: 3 clusters Score -1176968 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1177187.625000 Penalty: 4479.897461
	Iteration 6Q: 3 clusters Score -1177188 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1177421.250000 Penalty: 4479.897461
	Iteration 7Q: 3 clusters Score -1177421 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1177633.125000 Penalty: 4479.897461
	Iteration 8Q: 3 clusters Score -1177633 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1177845.000000 Penalty: 4479.897461
	Iteration 9Q: 3 clusters Score -1177845 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1178068.500000 Penalty: 4479.897461
	Iteration 10Q: 3 clusters Score -1178068 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1178246.750000 Penalty: 4479.897461
	Iteration 11Q: 3 clusters Score -1178247 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1178351.500000 Penalty: 4479.897461
	Iteration 12Q: 3 clusters Score -1178352 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1178413.625000 Penalty: 4479.897461
	Iteration 13Q: 3 clusters Score -1178414 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1178454.375000 Penalty: 4479.897461
	Iteration 14Q: 3 clusters Score -1178454 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1178485.750000 Penalty: 4479.897461
	Iteration 15Q: 3 clusters Score -1178486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1178502.875000 Penalty: 4479.897461
	Iteration 16Q: 3 clusters Score -1178503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1178511.375000 Penalty: 4479.897461
	Iteration 17Q: 3 clusters Score -1178511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1178525.125000 Penalty: 4479.897461
	Iteration 18Q: 3 clusters Score -1178525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -1178535.000000 Penalty: 4479.897461
	Iteration 19Q: 3 clusters Score -1178535 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1178541.750000 Penalty: 4479.897461
	Iteration 20F: 3 clusters Score -1178542 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1178546.000000 Penalty: 4479.897461
	Iteration 21Q: 3 clusters Score -1178546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1178549.875000 Penalty: 4479.897461
	Iteration 22Q: 3 clusters Score -1178550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1178557.625000 Penalty: 4479.897461
	Iteration 23Q: 3 clusters Score -1178558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1178565.125000 Penalty: 4479.897461
	Iteration 24Q: 3 clusters Score -1178565 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1178568.000000 Penalty: 4479.897461
	Iteration 25Q: 3 clusters Score -1178568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1178571.875000 Penalty: 4479.897461
	Iteration 26Q: 3 clusters Score -1178572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1178574.500000 Penalty: 4479.897461
	Iteration 27Q: 3 clusters Score -1178574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1178579.500000 Penalty: 4479.897461
	Iteration 28Q: 3 clusters Score -1178580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1178584.875000 Penalty: 4479.897461
	Iteration 29Q: 3 clusters Score -1178585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1178587.375000 Penalty: 4479.897461
	Iteration 30Q: 3 clusters Score -1178587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1178591.000000 Penalty: 4479.897461
	Iteration 31Q: 3 clusters Score -1178591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1178596.125000 Penalty: 4479.897461
	Iteration 32Q: 3 clusters Score -1178596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1178596.125000 Penalty: 4479.897461
	Iteration 33Q: 3 clusters Score -1178596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1178597.500000 Penalty: 4479.897461
	Iteration 34Q: 3 clusters Score -1178598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1178598.750000 Penalty: 4479.897461
	Iteration 35Q: 3 clusters Score -1178599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1178599.875000 Penalty: 4479.897461
	Iteration 36Q: 3 clusters Score -1178600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1178601.250000 Penalty: 4479.897461
	Iteration 37Q: 3 clusters Score -1178601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1178600.875000 Penalty: 4479.897461
	Iteration 38Q: 3 clusters Score -1178601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1178604.625000 Penalty: 4479.897461
	Iteration 39Q: 3 clusters Score -1178605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1178603.125000 Penalty: 4479.897461
	Iteration 40F: 3 clusters Score -1178603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1178606.375000 Penalty: 4479.897461
	Iteration 41Q: 3 clusters Score -1178606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1178606.375000 Penalty: 4479.897461
	Iteration 42F: 3 clusters Score -1178606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -73080.117188 Penalty: 1559.849487
	Iteration 0F: 2 clusters Score -73080.12 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 260 members 
Entering Unmasked Estep 
Score: -71525.960938 Penalty: 3119.698975
	Iteration 0F: 3 clusters Score -71525.96 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -71716.750000 Penalty: 3119.698975
	Iteration 1F: 3 clusters Score -71716.75 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71764.109375 Penalty: 3119.698975
	Iteration 2Q: 3 clusters Score -71764.11 nChanged 14
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: -71800.148438 Penalty: 3119.698975
	Iteration 3Q: 3 clusters Score -71800.15 nChanged 9
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: -71821.859375 Penalty: 3119.698975
	Iteration 4Q: 3 clusters Score -71821.86 nChanged 8
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: -71839.031250 Penalty: 3119.698975
	Iteration 5Q: 3 clusters Score -71839.03 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: -71839.031250 Penalty: 3119.698975
	Iteration 6F: 3 clusters Score -71839.03 nChanged 0
--- Evaluating fit on full set of 2720463 points ---
Entering Unmasked Estep 
Score: -361724928.000000 Penalty: 110233.367188
24->31 Clusters: Score -361724928.000000, best is -362350336.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 906821 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 37725 members 
Mstep: Class 3 contains 37995 members 
Mstep: Class 4 contains 37917 members 
Mstep: Class 5 contains 38050 members 
Mstep: Class 6 contains 37507 members 
Mstep: Class 7 contains 37656 members 
Mstep: Class 8 contains 37844 members 
Mstep: Class 9 contains 37652 members 
Mstep: Class 10 contains 37711 members 
Mstep: Class 11 contains 37945 members 
Mstep: Class 12 contains 37595 members 
Mstep: Class 13 contains 37795 members 
Mstep: Class 14 contains 37669 members 
Mstep: Class 15 contains 37555 members 
Mstep: Class 16 contains 37907 members 
Mstep: Class 17 contains 37790 members 
Mstep: Class 18 contains 37921 members 
Mstep: Class 19 contains 37336 members 
Mstep: Class 20 contains 37816 members 
Mstep: Class 21 contains 38130 members 
Mstep: Class 22 contains 37575 members 
Mstep: Class 23 contains 37907 members 
Mstep: Class 24 contains 37953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 263.189728 but Gain 3401.992188
Score: -117399312.000000 Penalty: 78245.757812
Iteration 0F: 24 clusters Score -1.173993e+08 nChanged 866795
Entering Unmasked Mstep 
Mstep: Class 0 contains 2412 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 44525 members 
Mstep: Class 3 contains 14338 members 
Mstep: Class 4 contains 10965 members 
Mstep: Class 5 contains 68933 members 
Mstep: Class 6 contains 32826 members 
Mstep: Class 7 contains 8392 members 
Mstep: Class 8 contains 40782 members 
Mstep: Class 9 contains 6180 members 
Mstep: Class 10 contains 33923 members 
Mstep: Class 11 contains 41762 members 
Mstep: Class 13 contains 12030 members 
Mstep: Class 14 contains 19282 members 
Mstep: Class 15 contains 48409 members 
Mstep: Class 16 contains 40324 members 
Mstep: Class 17 contains 28380 members 
Mstep: Class 18 contains 22482 members 
Mstep: Class 19 contains 137928 members 
Mstep: Class 20 contains 49230 members 
Mstep: Class 21 contains 154351 members 
Mstep: Class 22 contains 15968 members 
Mstep: Class 23 contains 40660 members 
Mstep: Class 24 contains 16774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2778.981689 but Gain 3401.984375
Score: -120035240.000000 Penalty: 74843.773438
Iteration 1F: 23 clusters Score -1.200352e+08 nChanged 367508
Entering Unmasked Mstep 
Mstep: Class 0 contains 2384 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 23035 members 
Mstep: Class 3 contains 14299 members 
Mstep: Class 4 contains 14815 members 
Mstep: Class 5 contains 56619 members 
Mstep: Class 6 contains 25510 members 
Mstep: Class 7 contains 10690 members 
Mstep: Class 8 contains 40551 members 
Mstep: Class 10 contains 26933 members 
Mstep: Class 11 contains 33696 members 
Mstep: Class 13 contains 5274 members 
Mstep: Class 14 contains 16962 members 
Mstep: Class 15 contains 61423 members 
Mstep: Class 16 contains 28664 members 
Mstep: Class 17 contains 20774 members 
Mstep: Class 18 contains 18011 members 
Mstep: Class 19 contains 193419 members 
Mstep: Class 20 contains 45876 members 
Mstep: Class 21 contains 199488 members 
Mstep: Class 22 contains 6530 members 
Mstep: Class 23 contains 27600 members 
Mstep: Class 24 contains 22870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2445.270752 but Gain 3401.992188
Score: -120941056.000000 Penalty: 71441.781250
Iteration 2F: 22 clusters Score -1.209411e+08 nChanged 259622
Entering Unmasked Mstep 
Mstep: Class 0 contains 2312 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 9202 members 
Mstep: Class 3 contains 15609 members 
Mstep: Class 4 contains 31614 members 
Mstep: Class 5 contains 29529 members 
Mstep: Class 6 contains 14035 members 
Mstep: Class 7 contains 12789 members 
Mstep: Class 8 contains 37092 members 
Mstep: Class 10 contains 17707 members 
Mstep: Class 11 contains 30384 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 15958 members 
Mstep: Class 15 contains 80537 members 
Mstep: Class 16 contains 26055 members 
Mstep: Class 17 contains 12198 members 
Mstep: Class 18 contains 16546 members 
Mstep: Class 19 contains 223345 members 
Mstep: Class 20 contains 47182 members 
Mstep: Class 21 contains 218617 members 
Mstep: Class 23 contains 19229 members 
Mstep: Class 24 contains 35733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121389544.000000 Penalty: 71441.781250
Iteration 3F: 22 clusters Score -1.213895e+08 nChanged 172220
Entering Unmasked Mstep 
Mstep: Class 0 contains 1147 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5219 members 
Mstep: Class 3 contains 17994 members 
Mstep: Class 4 contains 49223 members 
Mstep: Class 5 contains 15999 members 
Mstep: Class 6 contains 10095 members 
Mstep: Class 7 contains 14593 members 
Mstep: Class 8 contains 33568 members 
Mstep: Class 10 contains 10915 members 
Mstep: Class 11 contains 26758 members 
Mstep: Class 13 contains 1729 members 
Mstep: Class 14 contains 14535 members 
Mstep: Class 15 contains 90290 members 
Mstep: Class 16 contains 29437 members 
Mstep: Class 17 contains 6244 members 
Mstep: Class 18 contains 17775 members 
Mstep: Class 19 contains 230198 members 
Mstep: Class 20 contains 47625 members 
Mstep: Class 21 contains 220100 members 
Mstep: Class 23 contains 14349 members 
Mstep: Class 24 contains 43171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121700840.000000 Penalty: 71441.781250
Iteration 4F: 22 clusters Score -1.217008e+08 nChanged 125126
Entering Unmasked Mstep 
Mstep: Class 0 contains 709 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 4060 members 
Mstep: Class 3 contains 21465 members 
Mstep: Class 4 contains 62698 members 
Mstep: Class 5 contains 10543 members 
Mstep: Class 6 contains 9833 members 
Mstep: Class 7 contains 15677 members 
Mstep: Class 8 contains 32884 members 
Mstep: Class 10 contains 8381 members 
Mstep: Class 11 contains 23081 members 
Mstep: Class 13 contains 1363 members 
Mstep: Class 14 contains 12698 members 
Mstep: Class 15 contains 95081 members 
Mstep: Class 16 contains 37195 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 20684 members 
Mstep: Class 19 contains 227662 members 
Mstep: Class 20 contains 47508 members 
Mstep: Class 21 contains 217066 members 
Mstep: Class 23 contains 5986 members 
Mstep: Class 24 contains 45127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2558.643799 but Gain 3401.992188
Score: -121856800.000000 Penalty: 68039.789062
Iteration 5F: 21 clusters Score -1.218568e+08 nChanged 96703
Entering Unmasked Mstep 
Mstep: Class 0 contains 469 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3718 members 
Mstep: Class 3 contains 23655 members 
Mstep: Class 4 contains 72315 members 
Mstep: Class 5 contains 7898 members 
Mstep: Class 6 contains 10648 members 
Mstep: Class 7 contains 15343 members 
Mstep: Class 8 contains 32954 members 
Mstep: Class 10 contains 7698 members 
Mstep: Class 11 contains 20114 members 
Mstep: Class 13 contains 1114 members 
Mstep: Class 14 contains 11285 members 
Mstep: Class 15 contains 96860 members 
Mstep: Class 16 contains 45080 members 
Mstep: Class 18 contains 24963 members 
Mstep: Class 19 contains 222132 members 
Mstep: Class 20 contains 47650 members 
Mstep: Class 21 contains 212706 members 
Mstep: Class 23 contains 2184 members 
Mstep: Class 24 contains 45341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -121956304.000000 Penalty: 68039.789062
Iteration 6F: 21 clusters Score -1.219563e+08 nChanged 74685
Entering Unmasked Mstep 
Mstep: Class 0 contains 327 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3652 members 
Mstep: Class 3 contains 24888 members 
Mstep: Class 4 contains 79098 members 
Mstep: Class 5 contains 6257 members 
Mstep: Class 6 contains 11734 members 
Mstep: Class 7 contains 14567 members 
Mstep: Class 8 contains 32923 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 17654 members 
Mstep: Class 13 contains 726 members 
Mstep: Class 14 contains 10542 members 
Mstep: Class 15 contains 96398 members 
Mstep: Class 16 contains 51841 members 
Mstep: Class 18 contains 28775 members 
Mstep: Class 19 contains 214767 members 
Mstep: Class 20 contains 48077 members 
Mstep: Class 21 contains 208531 members 
Mstep: Class 23 contains 1400 members 
Mstep: Class 24 contains 45162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122014488.000000 Penalty: 68039.789062
Iteration 7F: 21 clusters Score -1.220145e+08 nChanged 61013
Entering Unmasked Mstep 
Mstep: Class 0 contains 269 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3644 members 
Mstep: Class 3 contains 26114 members 
Mstep: Class 4 contains 83695 members 
Mstep: Class 5 contains 5047 members 
Mstep: Class 6 contains 12601 members 
Mstep: Class 7 contains 13876 members 
Mstep: Class 8 contains 32127 members 
Mstep: Class 10 contains 7104 members 
Mstep: Class 11 contains 15725 members 
Mstep: Class 13 contains 592 members 
Mstep: Class 14 contains 10229 members 
Mstep: Class 15 contains 94937 members 
Mstep: Class 16 contains 57701 members 
Mstep: Class 18 contains 31949 members 
Mstep: Class 19 contains 207168 members 
Mstep: Class 20 contains 48762 members 
Mstep: Class 21 contains 207272 members 
Mstep: Class 23 contains 1321 members 
Mstep: Class 24 contains 45034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122051984.000000 Penalty: 68039.789062
Iteration 8F: 21 clusters Score -1.22052e+08 nChanged 51473
Entering Unmasked Mstep 
Mstep: Class 0 contains 239 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3705 members 
Mstep: Class 3 contains 27326 members 
Mstep: Class 4 contains 86725 members 
Mstep: Class 5 contains 4068 members 
Mstep: Class 6 contains 13392 members 
Mstep: Class 7 contains 13249 members 
Mstep: Class 8 contains 30334 members 
Mstep: Class 10 contains 6722 members 
Mstep: Class 11 contains 14309 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 10225 members 
Mstep: Class 15 contains 92964 members 
Mstep: Class 16 contains 62818 members 
Mstep: Class 18 contains 34666 members 
Mstep: Class 19 contains 199380 members 
Mstep: Class 20 contains 49385 members 
Mstep: Class 21 contains 208963 members 
Mstep: Class 23 contains 1306 members 
Mstep: Class 24 contains 45051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122078184.000000 Penalty: 68039.789062
Iteration 9F: 21 clusters Score -1.220782e+08 nChanged 44337
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3756 members 
Mstep: Class 3 contains 28490 members 
Mstep: Class 4 contains 88647 members 
Mstep: Class 5 contains 3333 members 
Mstep: Class 6 contains 14071 members 
Mstep: Class 7 contains 12718 members 
Mstep: Class 8 contains 28023 members 
Mstep: Class 10 contains 6323 members 
Mstep: Class 11 contains 13193 members 
Mstep: Class 13 contains 577 members 
Mstep: Class 14 contains 10383 members 
Mstep: Class 15 contains 90901 members 
Mstep: Class 16 contains 67088 members 
Mstep: Class 18 contains 37050 members 
Mstep: Class 19 contains 191341 members 
Mstep: Class 20 contains 49942 members 
Mstep: Class 21 contains 212907 members 
Mstep: Class 23 contains 1315 members 
Mstep: Class 24 contains 45189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122098376.000000 Penalty: 68039.789062
Iteration 10Q: 21 clusters Score -1.220984e+08 nChanged 38585
Entering Unmasked Mstep 
Mstep: Class 0 contains 217 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3680 members 
Mstep: Class 3 contains 29574 members 
Mstep: Class 4 contains 89924 members 
Mstep: Class 5 contains 2873 members 
Mstep: Class 6 contains 14666 members 
Mstep: Class 7 contains 12234 members 
Mstep: Class 8 contains 25907 members 
Mstep: Class 10 contains 5875 members 
Mstep: Class 11 contains 12301 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 10698 members 
Mstep: Class 15 contains 89148 members 
Mstep: Class 16 contains 70591 members 
Mstep: Class 18 contains 39230 members 
Mstep: Class 19 contains 182563 members 
Mstep: Class 20 contains 50371 members 
Mstep: Class 21 contains 218382 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 45357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3312.341553 but Gain 3401.988281
Score: -122113008.000000 Penalty: 64637.800781
Iteration 11Q: 20 clusters Score -1.22113e+08 nChanged 35859
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3578 members 
Mstep: Class 3 contains 30420 members 
Mstep: Class 4 contains 90708 members 
Mstep: Class 6 contains 15177 members 
Mstep: Class 7 contains 11818 members 
Mstep: Class 8 contains 23970 members 
Mstep: Class 10 contains 5403 members 
Mstep: Class 11 contains 11620 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 11029 members 
Mstep: Class 15 contains 88303 members 
Mstep: Class 16 contains 73820 members 
Mstep: Class 18 contains 41691 members 
Mstep: Class 19 contains 174056 members 
Mstep: Class 20 contains 51082 members 
Mstep: Class 21 contains 225196 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 45509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122125192.000000 Penalty: 64637.800781
Iteration 12Q: 20 clusters Score -1.221252e+08 nChanged 28828
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3518 members 
Mstep: Class 3 contains 31025 members 
Mstep: Class 4 contains 91073 members 
Mstep: Class 6 contains 15662 members 
Mstep: Class 7 contains 11444 members 
Mstep: Class 8 contains 22319 members 
Mstep: Class 10 contains 4887 members 
Mstep: Class 11 contains 11031 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 11441 members 
Mstep: Class 15 contains 87274 members 
Mstep: Class 16 contains 75866 members 
Mstep: Class 18 contains 43869 members 
Mstep: Class 19 contains 166221 members 
Mstep: Class 20 contains 51355 members 
Mstep: Class 21 contains 230741 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 45656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122132688.000000 Penalty: 64637.800781
Iteration 13Q: 20 clusters Score -1.221327e+08 nChanged 25421
Entering Unmasked Mstep 
Mstep: Class 0 contains 219 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3482 members 
Mstep: Class 3 contains 31477 members 
Mstep: Class 4 contains 91092 members 
Mstep: Class 6 contains 16140 members 
Mstep: Class 7 contains 11073 members 
Mstep: Class 8 contains 20903 members 
Mstep: Class 10 contains 4352 members 
Mstep: Class 11 contains 10541 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 11900 members 
Mstep: Class 15 contains 86392 members 
Mstep: Class 16 contains 77477 members 
Mstep: Class 18 contains 46239 members 
Mstep: Class 19 contains 159192 members 
Mstep: Class 20 contains 51660 members 
Mstep: Class 21 contains 235620 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 45841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122136776.000000 Penalty: 64637.800781
Iteration 14Q: 20 clusters Score -1.221368e+08 nChanged 22851
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3469 members 
Mstep: Class 3 contains 31808 members 
Mstep: Class 4 contains 90911 members 
Mstep: Class 6 contains 16562 members 
Mstep: Class 7 contains 10792 members 
Mstep: Class 8 contains 19752 members 
Mstep: Class 10 contains 3805 members 
Mstep: Class 11 contains 10100 members 
Mstep: Class 13 contains 581 members 
Mstep: Class 14 contains 12462 members 
Mstep: Class 15 contains 85621 members 
Mstep: Class 16 contains 78896 members 
Mstep: Class 18 contains 48828 members 
Mstep: Class 19 contains 153086 members 
Mstep: Class 20 contains 51955 members 
Mstep: Class 21 contains 239327 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 46008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122142168.000000 Penalty: 64637.800781
Iteration 15Q: 20 clusters Score -1.221422e+08 nChanged 20609
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3469 members 
Mstep: Class 3 contains 31912 members 
Mstep: Class 4 contains 90407 members 
Mstep: Class 6 contains 16945 members 
Mstep: Class 7 contains 10543 members 
Mstep: Class 8 contains 18791 members 
Mstep: Class 10 contains 3194 members 
Mstep: Class 11 contains 9711 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 13141 members 
Mstep: Class 15 contains 84889 members 
Mstep: Class 16 contains 80250 members 
Mstep: Class 18 contains 51421 members 
Mstep: Class 19 contains 148272 members 
Mstep: Class 20 contains 52225 members 
Mstep: Class 21 contains 242055 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 46155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122144984.000000 Penalty: 64637.800781
Iteration 16Q: 20 clusters Score -1.22145e+08 nChanged 18059
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3467 members 
Mstep: Class 3 contains 31936 members 
Mstep: Class 4 contains 89911 members 
Mstep: Class 6 contains 17298 members 
Mstep: Class 7 contains 10319 members 
Mstep: Class 8 contains 17965 members 
Mstep: Class 10 contains 2759 members 
Mstep: Class 11 contains 9381 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 13703 members 
Mstep: Class 15 contains 84156 members 
Mstep: Class 16 contains 81433 members 
Mstep: Class 18 contains 53842 members 
Mstep: Class 19 contains 144801 members 
Mstep: Class 20 contains 52547 members 
Mstep: Class 21 contains 243602 members 
Mstep: Class 23 contains 1317 members 
Mstep: Class 24 contains 46258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122147120.000000 Penalty: 64637.800781
Iteration 17Q: 20 clusters Score -1.221471e+08 nChanged 16198
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3469 members 
Mstep: Class 3 contains 31914 members 
Mstep: Class 4 contains 89335 members 
Mstep: Class 6 contains 17612 members 
Mstep: Class 7 contains 10101 members 
Mstep: Class 8 contains 17182 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 9055 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 14115 members 
Mstep: Class 15 contains 83186 members 
Mstep: Class 16 contains 82573 members 
Mstep: Class 18 contains 56317 members 
Mstep: Class 19 contains 142089 members 
Mstep: Class 20 contains 52933 members 
Mstep: Class 21 contains 244611 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 46358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122149712.000000 Penalty: 64637.800781
Iteration 18Q: 20 clusters Score -1.221497e+08 nChanged 14321
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3477 members 
Mstep: Class 3 contains 31842 members 
Mstep: Class 4 contains 88799 members 
Mstep: Class 6 contains 17928 members 
Mstep: Class 7 contains 9903 members 
Mstep: Class 8 contains 16510 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 8737 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 14397 members 
Mstep: Class 15 contains 82061 members 
Mstep: Class 16 contains 83659 members 
Mstep: Class 18 contains 58668 members 
Mstep: Class 19 contains 140234 members 
Mstep: Class 20 contains 53357 members 
Mstep: Class 21 contains 244955 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 46456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122151080.000000 Penalty: 64637.800781
Iteration 19Q: 20 clusters Score -1.221511e+08 nChanged 12923
Entering Unmasked Mstep 
Mstep: Class 0 contains 218 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3486 members 
Mstep: Class 3 contains 31773 members 
Mstep: Class 4 contains 88366 members 
Mstep: Class 6 contains 18253 members 
Mstep: Class 7 contains 9695 members 
Mstep: Class 8 contains 15901 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 11 contains 8410 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 14608 members 
Mstep: Class 15 contains 80846 members 
Mstep: Class 16 contains 84621 members 
Mstep: Class 18 contains 60962 members 
Mstep: Class 19 contains 138929 members 
Mstep: Class 20 contains 53800 members 
Mstep: Class 21 contains 244888 members 
Mstep: Class 23 contains 1316 members 
Mstep: Class 24 contains 46544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122156000.000000 Penalty: 64637.800781
Iteration 20F: 20 clusters Score -1.22156e+08 nChanged 12141
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3529 members 
Mstep: Class 3 contains 31730 members 
Mstep: Class 4 contains 87921 members 
Mstep: Class 6 contains 18553 members 
Mstep: Class 7 contains 9519 members 
Mstep: Class 8 contains 15327 members 
Mstep: Class 10 contains 1991 members 
Mstep: Class 11 contains 8009 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 15101 members 
Mstep: Class 15 contains 79495 members 
Mstep: Class 16 contains 85470 members 
Mstep: Class 18 contains 63251 members 
Mstep: Class 19 contains 138136 members 
Mstep: Class 20 contains 54225 members 
Mstep: Class 21 contains 244541 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 46603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122160344.000000 Penalty: 64637.800781
Iteration 21Q: 20 clusters Score -1.221603e+08 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3272 members 
Mstep: Class 3 contains 31640 members 
Mstep: Class 4 contains 87517 members 
Mstep: Class 6 contains 18947 members 
Mstep: Class 7 contains 9350 members 
Mstep: Class 8 contains 14739 members 
Mstep: Class 10 contains 1876 members 
Mstep: Class 11 contains 7695 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 15449 members 
Mstep: Class 15 contains 78177 members 
Mstep: Class 16 contains 86344 members 
Mstep: Class 18 contains 65407 members 
Mstep: Class 19 contains 137734 members 
Mstep: Class 20 contains 54559 members 
Mstep: Class 21 contains 244041 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 46654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122163104.000000 Penalty: 64637.800781
Iteration 22Q: 20 clusters Score -1.221631e+08 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3077 members 
Mstep: Class 3 contains 31560 members 
Mstep: Class 4 contains 87106 members 
Mstep: Class 6 contains 19336 members 
Mstep: Class 7 contains 9181 members 
Mstep: Class 8 contains 14181 members 
Mstep: Class 10 contains 1879 members 
Mstep: Class 11 contains 7408 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 15721 members 
Mstep: Class 15 contains 76806 members 
Mstep: Class 16 contains 87068 members 
Mstep: Class 18 contains 67504 members 
Mstep: Class 19 contains 137639 members 
Mstep: Class 20 contains 54878 members 
Mstep: Class 21 contains 243363 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 46695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122164112.000000 Penalty: 64637.800781
Iteration 23Q: 20 clusters Score -1.221641e+08 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 31482 members 
Mstep: Class 4 contains 86720 members 
Mstep: Class 6 contains 19722 members 
Mstep: Class 7 contains 9032 members 
Mstep: Class 8 contains 13603 members 
Mstep: Class 10 contains 1895 members 
Mstep: Class 11 contains 7168 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 15980 members 
Mstep: Class 15 contains 75346 members 
Mstep: Class 16 contains 87747 members 
Mstep: Class 18 contains 69566 members 
Mstep: Class 19 contains 137720 members 
Mstep: Class 20 contains 55159 members 
Mstep: Class 21 contains 242594 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 46735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122165752.000000 Penalty: 64637.800781
Iteration 24Q: 20 clusters Score -1.221658e+08 nChanged 8955
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 31407 members 
Mstep: Class 4 contains 86377 members 
Mstep: Class 6 contains 20092 members 
Mstep: Class 7 contains 8888 members 
Mstep: Class 8 contains 13077 members 
Mstep: Class 10 contains 1912 members 
Mstep: Class 11 contains 6928 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 16210 members 
Mstep: Class 15 contains 73891 members 
Mstep: Class 16 contains 88265 members 
Mstep: Class 18 contains 71653 members 
Mstep: Class 19 contains 137947 members 
Mstep: Class 20 contains 55449 members 
Mstep: Class 21 contains 241690 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 46774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122166960.000000 Penalty: 64637.800781
Iteration 25Q: 20 clusters Score -1.22167e+08 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2751 members 
Mstep: Class 3 contains 31329 members 
Mstep: Class 4 contains 86106 members 
Mstep: Class 6 contains 20463 members 
Mstep: Class 7 contains 8746 members 
Mstep: Class 8 contains 12559 members 
Mstep: Class 10 contains 1907 members 
Mstep: Class 11 contains 6687 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 16424 members 
Mstep: Class 15 contains 72523 members 
Mstep: Class 16 contains 88617 members 
Mstep: Class 18 contains 73672 members 
Mstep: Class 19 contains 138242 members 
Mstep: Class 20 contains 55708 members 
Mstep: Class 21 contains 240855 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 46811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122168456.000000 Penalty: 64637.800781
Iteration 26Q: 20 clusters Score -1.221685e+08 nChanged 7696
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2682 members 
Mstep: Class 3 contains 31234 members 
Mstep: Class 4 contains 85816 members 
Mstep: Class 6 contains 20809 members 
Mstep: Class 7 contains 8627 members 
Mstep: Class 8 contains 12006 members 
Mstep: Class 10 contains 1896 members 
Mstep: Class 11 contains 6442 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 16611 members 
Mstep: Class 15 contains 71338 members 
Mstep: Class 16 contains 88909 members 
Mstep: Class 18 contains 75504 members 
Mstep: Class 19 contains 138576 members 
Mstep: Class 20 contains 55933 members 
Mstep: Class 21 contains 240172 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 46845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122169176.000000 Penalty: 64637.800781
Iteration 27Q: 20 clusters Score -1.221692e+08 nChanged 7169
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 31178 members 
Mstep: Class 4 contains 85566 members 
Mstep: Class 6 contains 21175 members 
Mstep: Class 7 contains 8501 members 
Mstep: Class 8 contains 11434 members 
Mstep: Class 10 contains 1892 members 
Mstep: Class 11 contains 6225 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 16777 members 
Mstep: Class 15 contains 70209 members 
Mstep: Class 16 contains 89103 members 
Mstep: Class 18 contains 77265 members 
Mstep: Class 19 contains 139000 members 
Mstep: Class 20 contains 56111 members 
Mstep: Class 21 contains 239441 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 46888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122170520.000000 Penalty: 64637.800781
Iteration 28Q: 20 clusters Score -1.221705e+08 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 31115 members 
Mstep: Class 4 contains 85295 members 
Mstep: Class 6 contains 21552 members 
Mstep: Class 7 contains 8368 members 
Mstep: Class 8 contains 10858 members 
Mstep: Class 10 contains 1895 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 16939 members 
Mstep: Class 15 contains 69129 members 
Mstep: Class 16 contains 89256 members 
Mstep: Class 18 contains 78949 members 
Mstep: Class 19 contains 139471 members 
Mstep: Class 20 contains 56255 members 
Mstep: Class 21 contains 238772 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 46942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122171424.000000 Penalty: 64637.800781
Iteration 29Q: 20 clusters Score -1.221714e+08 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2568 members 
Mstep: Class 3 contains 31052 members 
Mstep: Class 4 contains 85059 members 
Mstep: Class 6 contains 21907 members 
Mstep: Class 7 contains 8222 members 
Mstep: Class 8 contains 10240 members 
Mstep: Class 10 contains 1890 members 
Mstep: Class 11 contains 5810 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 17077 members 
Mstep: Class 15 contains 68141 members 
Mstep: Class 16 contains 89435 members 
Mstep: Class 18 contains 80585 members 
Mstep: Class 19 contains 139934 members 
Mstep: Class 20 contains 56366 members 
Mstep: Class 21 contains 238128 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 46989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122171600.000000 Penalty: 64637.800781
Iteration 30Q: 20 clusters Score -1.221716e+08 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 30987 members 
Mstep: Class 4 contains 84785 members 
Mstep: Class 6 contains 22291 members 
Mstep: Class 7 contains 8071 members 
Mstep: Class 8 contains 9628 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 11 contains 5645 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 17229 members 
Mstep: Class 15 contains 67179 members 
Mstep: Class 16 contains 89623 members 
Mstep: Class 18 contains 82072 members 
Mstep: Class 19 contains 140421 members 
Mstep: Class 20 contains 56444 members 
Mstep: Class 21 contains 237577 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 47046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122172288.000000 Penalty: 64637.800781
Iteration 31Q: 20 clusters Score -1.221723e+08 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2491 members 
Mstep: Class 3 contains 30902 members 
Mstep: Class 4 contains 84544 members 
Mstep: Class 6 contains 22650 members 
Mstep: Class 7 contains 7926 members 
Mstep: Class 8 contains 9008 members 
Mstep: Class 10 contains 1866 members 
Mstep: Class 11 contains 5506 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 17375 members 
Mstep: Class 15 contains 66217 members 
Mstep: Class 16 contains 89834 members 
Mstep: Class 18 contains 83487 members 
Mstep: Class 19 contains 140985 members 
Mstep: Class 20 contains 56472 members 
Mstep: Class 21 contains 237042 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 47100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122173088.000000 Penalty: 64637.800781
Iteration 32Q: 20 clusters Score -1.221731e+08 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2470 members 
Mstep: Class 3 contains 30813 members 
Mstep: Class 4 contains 84303 members 
Mstep: Class 6 contains 22983 members 
Mstep: Class 7 contains 7795 members 
Mstep: Class 8 contains 8351 members 
Mstep: Class 10 contains 1855 members 
Mstep: Class 11 contains 5357 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 17516 members 
Mstep: Class 15 contains 65268 members 
Mstep: Class 16 contains 90036 members 
Mstep: Class 18 contains 84896 members 
Mstep: Class 19 contains 141463 members 
Mstep: Class 20 contains 56491 members 
Mstep: Class 21 contains 236666 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 47143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122173864.000000 Penalty: 64637.800781
Iteration 33Q: 20 clusters Score -1.221739e+08 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2436 members 
Mstep: Class 3 contains 30700 members 
Mstep: Class 4 contains 84073 members 
Mstep: Class 6 contains 23329 members 
Mstep: Class 7 contains 7685 members 
Mstep: Class 8 contains 7729 members 
Mstep: Class 10 contains 1837 members 
Mstep: Class 11 contains 5200 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 17683 members 
Mstep: Class 15 contains 64366 members 
Mstep: Class 16 contains 90177 members 
Mstep: Class 18 contains 86312 members 
Mstep: Class 19 contains 141893 members 
Mstep: Class 20 contains 56521 members 
Mstep: Class 21 contains 236276 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 47190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122174984.000000 Penalty: 64637.800781
Iteration 34Q: 20 clusters Score -1.22175e+08 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2407 members 
Mstep: Class 3 contains 30579 members 
Mstep: Class 4 contains 83887 members 
Mstep: Class 6 contains 23660 members 
Mstep: Class 7 contains 7571 members 
Mstep: Class 8 contains 7204 members 
Mstep: Class 10 contains 1825 members 
Mstep: Class 11 contains 5038 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 17836 members 
Mstep: Class 15 contains 63517 members 
Mstep: Class 16 contains 90270 members 
Mstep: Class 18 contains 87638 members 
Mstep: Class 19 contains 142258 members 
Mstep: Class 20 contains 56543 members 
Mstep: Class 21 contains 235937 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 47237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122176120.000000 Penalty: 64637.800781
Iteration 35Q: 20 clusters Score -1.221761e+08 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2380 members 
Mstep: Class 3 contains 30465 members 
Mstep: Class 4 contains 83745 members 
Mstep: Class 6 contains 23933 members 
Mstep: Class 7 contains 7479 members 
Mstep: Class 8 contains 6737 members 
Mstep: Class 10 contains 1808 members 
Mstep: Class 11 contains 4865 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 17977 members 
Mstep: Class 15 contains 62683 members 
Mstep: Class 16 contains 90288 members 
Mstep: Class 18 contains 88961 members 
Mstep: Class 19 contains 142498 members 
Mstep: Class 20 contains 56607 members 
Mstep: Class 21 contains 235707 members 
Mstep: Class 23 contains 1334 members 
Mstep: Class 24 contains 47274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122176952.000000 Penalty: 64637.800781
Iteration 36Q: 20 clusters Score -1.22177e+08 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2350 members 
Mstep: Class 3 contains 30340 members 
Mstep: Class 4 contains 83615 members 
Mstep: Class 6 contains 24190 members 
Mstep: Class 7 contains 7395 members 
Mstep: Class 8 contains 6440 members 
Mstep: Class 10 contains 1794 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 18122 members 
Mstep: Class 15 contains 61915 members 
Mstep: Class 16 contains 90231 members 
Mstep: Class 18 contains 90279 members 
Mstep: Class 19 contains 142642 members 
Mstep: Class 20 contains 56655 members 
Mstep: Class 21 contains 235425 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 47309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122177584.000000 Penalty: 64637.800781
Iteration 37Q: 20 clusters Score -1.221776e+08 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2310 members 
Mstep: Class 3 contains 30170 members 
Mstep: Class 4 contains 83426 members 
Mstep: Class 6 contains 24428 members 
Mstep: Class 7 contains 7307 members 
Mstep: Class 8 contains 6279 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 13 contains 583 members 
Mstep: Class 14 contains 18293 members 
Mstep: Class 15 contains 61084 members 
Mstep: Class 16 contains 90200 members 
Mstep: Class 18 contains 91627 members 
Mstep: Class 19 contains 142671 members 
Mstep: Class 20 contains 56660 members 
Mstep: Class 21 contains 235259 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 47342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122178224.000000 Penalty: 64637.800781
Iteration 38Q: 20 clusters Score -1.221782e+08 nChanged 5188
Entering ConstructFrom: 
Score: -122178224.000000 Penalty: 64637.800781
Entering ConstructFrom: 
Trying to split cluster 1 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -159142.250000 Penalty: 1782.726318
	Iteration 0F: 2 clusters Score -159142.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -157372.031250 Penalty: 3565.452637
	Iteration 0F: 3 clusters Score -157372 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -159007.515625 Penalty: 3565.452637
	Iteration 1F: 3 clusters Score -159007.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -160445.625000 Penalty: 3565.452637
	Iteration 2F: 3 clusters Score -160445.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -161576.109375 Penalty: 3565.452637
	Iteration 3F: 3 clusters Score -161576.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -162016.593750 Penalty: 3565.452637
	Iteration 4F: 3 clusters Score -162016.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -162339.265625 Penalty: 3565.452637
	Iteration 5F: 3 clusters Score -162339.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -162619.156250 Penalty: 3565.452637
	Iteration 6Q: 3 clusters Score -162619.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -162719.031250 Penalty: 3565.452637
	Iteration 7Q: 3 clusters Score -162719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -162749.453125 Penalty: 3565.452637
	Iteration 8Q: 3 clusters Score -162749.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -162754.343750 Penalty: 3565.452637
	Iteration 9Q: 3 clusters Score -162754.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -162756.125000 Penalty: 3565.452637
	Iteration 10Q: 3 clusters Score -162756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -162760.906250 Penalty: 3565.452637
	Iteration 11Q: 3 clusters Score -162760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -162765.437500 Penalty: 3565.452637
	Iteration 12Q: 3 clusters Score -162765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -162766.890625 Penalty: 3565.452637
	Iteration 13Q: 3 clusters Score -162766.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -162766.906250 Penalty: 3565.452637
	Iteration 14F: 3 clusters Score -162766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -162772.046875 Penalty: 3565.452637
	Iteration 15Q: 3 clusters Score -162772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -162774.250000 Penalty: 3565.452637
	Iteration 16Q: 3 clusters Score -162774.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -162774.250000 Penalty: 3565.452637
	Iteration 17F: 3 clusters Score -162774.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2271 members 
Mstep: Class 3 contains 30031 members 
Mstep: Class 4 contains 83255 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 6 contains 24627 members 
Mstep: Class 7 contains 7224 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 4431 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 18492 members 
Mstep: Class 15 contains 60214 members 
Mstep: Class 16 contains 90198 members 
Mstep: Class 18 contains 92990 members 
Mstep: Class 19 contains 142585 members 
Mstep: Class 20 contains 56645 members 
Mstep: Class 21 contains 235085 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 47390 members 
Entering Unmasked Estep 
Score: -122180400.000000 Penalty: 68039.789062
Splitting cluster 1 changes total score from -122178224.000000 to -122180400.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -283819.968750 Penalty: 1916.537842
	Iteration 0F: 2 clusters Score -283820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -281070.656250 Penalty: 3833.075684
	Iteration 0F: 3 clusters Score -281070.7 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -281975.250000 Penalty: 3833.075684
	Iteration 1F: 3 clusters Score -281975.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -282715.875000 Penalty: 3833.075684
	Iteration 2F: 3 clusters Score -282715.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -283701.312500 Penalty: 3833.075684
	Iteration 3F: 3 clusters Score -283701.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -284479.375000 Penalty: 3833.075684
	Iteration 4F: 3 clusters Score -284479.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -284982.281250 Penalty: 3833.075684
	Iteration 5F: 3 clusters Score -284982.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -285320.218750 Penalty: 3833.075684
	Iteration 6Q: 3 clusters Score -285320.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -285572.062500 Penalty: 3833.075684
	Iteration 7Q: 3 clusters Score -285572.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -285792.031250 Penalty: 3833.075684
	Iteration 8Q: 3 clusters Score -285792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -285890.093750 Penalty: 3833.075684
	Iteration 9Q: 3 clusters Score -285890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -285928.156250 Penalty: 3833.075684
	Iteration 10Q: 3 clusters Score -285928.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -285981.062500 Penalty: 3833.075684
	Iteration 11Q: 3 clusters Score -285981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -285998.968750 Penalty: 3833.075684
	Iteration 12Q: 3 clusters Score -285999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -285998.968750 Penalty: 3833.075684
	Iteration 13F: 3 clusters Score -285999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 30031 members 
Mstep: Class 4 contains 83255 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 6 contains 24627 members 
Mstep: Class 7 contains 7224 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 4431 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 18492 members 
Mstep: Class 15 contains 60214 members 
Mstep: Class 16 contains 90198 members 
Mstep: Class 18 contains 92990 members 
Mstep: Class 19 contains 142585 members 
Mstep: Class 20 contains 56645 members 
Mstep: Class 21 contains 235085 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 47390 members 
Entering Unmasked Estep 
Score: -122181072.000000 Penalty: 71441.781250
Splitting cluster 2 changes total score from -122178224.000000 to -122181072.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 3 (30031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30031 members 
Entering Unmasked Estep 
Score: -4185477.500000 Penalty: 2556.876221
	Iteration 0F: 2 clusters Score -4185478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -4164914.750000 Penalty: 5113.752441
	Iteration 0F: 3 clusters Score -4164915 nChanged 13447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -4172184.500000 Penalty: 5113.752441
	Iteration 1F: 3 clusters Score -4172184 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -4172701.000000 Penalty: 5113.752441
	Iteration 2Q: 3 clusters Score -4172701 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -4173255.000000 Penalty: 5113.752441
	Iteration 3Q: 3 clusters Score -4173255 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -4174002.500000 Penalty: 5113.752441
	Iteration 4Q: 3 clusters Score -4174002 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -4174983.750000 Penalty: 5113.752441
	Iteration 5F: 3 clusters Score -4174984 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -4176336.000000 Penalty: 5113.752441
	Iteration 6F: 3 clusters Score -4176336 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -4177856.000000 Penalty: 5113.752441
	Iteration 7F: 3 clusters Score -4177856 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -4179467.250000 Penalty: 5113.752441
	Iteration 8F: 3 clusters Score -4179467 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -4180822.750000 Penalty: 5113.752441
	Iteration 9F: 3 clusters Score -4180823 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -4181825.250000 Penalty: 5113.752441
	Iteration 10Q: 3 clusters Score -4181825 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -4182396.000000 Penalty: 5113.752441
	Iteration 11Q: 3 clusters Score -4182396 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -4182715.250000 Penalty: 5113.752441
	Iteration 12Q: 3 clusters Score -4182715 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 29423 members 
Entering Unmasked Estep 
Score: -4182920.250000 Penalty: 5113.752441
	Iteration 13Q: 3 clusters Score -4182920 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -4183053.000000 Penalty: 5113.752441
	Iteration 14Q: 3 clusters Score -4183053 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -4183110.750000 Penalty: 5113.752441
	Iteration 15Q: 3 clusters Score -4183111 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -4183147.750000 Penalty: 5113.752441
	Iteration 16Q: 3 clusters Score -4183148 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -4183184.000000 Penalty: 5113.752441
	Iteration 17Q: 3 clusters Score -4183184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 29657 members 
Entering Unmasked Estep 
Score: -4183203.750000 Penalty: 5113.752441
	Iteration 18Q: 3 clusters Score -4183204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4183212.000000 Penalty: 5113.752441
	Iteration 19Q: 3 clusters Score -4183212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4183226.250000 Penalty: 5113.752441
	Iteration 20F: 3 clusters Score -4183226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4183230.250000 Penalty: 5113.752441
	Iteration 21Q: 3 clusters Score -4183230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -4183231.750000 Penalty: 5113.752441
	Iteration 22Q: 3 clusters Score -4183232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -4183234.000000 Penalty: 5113.752441
	Iteration 23Q: 3 clusters Score -4183234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -4183234.000000 Penalty: 5113.752441
	Iteration 24F: 3 clusters Score -4183234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (83255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83255 members 
Entering Unmasked Estep 
Score: -11639467.000000 Penalty: 2809.756592
	Iteration 0F: 2 clusters Score -1.163947e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -11583851.000000 Penalty: 5619.513184
	Iteration 0F: 3 clusters Score -1.158385e+07 nChanged 39173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -11606094.000000 Penalty: 5619.513184
	Iteration 1F: 3 clusters Score -1.160609e+07 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35081 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -11607456.000000 Penalty: 5619.513184
	Iteration 2Q: 3 clusters Score -1.160746e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -11609762.000000 Penalty: 5619.513184
	Iteration 3F: 3 clusters Score -1.160976e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -11613758.000000 Penalty: 5619.513184
	Iteration 4F: 3 clusters Score -1.161376e+07 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -11619642.000000 Penalty: 5619.513184
	Iteration 5F: 3 clusters Score -1.161964e+07 nChanged 6906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -11626141.000000 Penalty: 5619.513184
	Iteration 6F: 3 clusters Score -1.162614e+07 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 75819 members 
Entering Unmasked Estep 
Score: -11631169.000000 Penalty: 5619.513184
	Iteration 7F: 3 clusters Score -1.163117e+07 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 79059 members 
Entering Unmasked Estep 
Score: -11634066.000000 Penalty: 5619.513184
	Iteration 8Q: 3 clusters Score -1.163407e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 80846 members 
Entering Unmasked Estep 
Score: -11635470.000000 Penalty: 5619.513184
	Iteration 9Q: 3 clusters Score -1.163547e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -11636162.000000 Penalty: 5619.513184
	Iteration 10Q: 3 clusters Score -1.163616e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 82200 members 
Entering Unmasked Estep 
Score: -11636511.000000 Penalty: 5619.513184
	Iteration 11Q: 3 clusters Score -1.163651e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 82445 members 
Entering Unmasked Estep 
Score: -11636700.000000 Penalty: 5619.513184
	Iteration 12Q: 3 clusters Score -1.16367e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -11636808.000000 Penalty: 5619.513184
	Iteration 13Q: 3 clusters Score -1.163681e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 82640 members 
Entering Unmasked Estep 
Score: -11636892.000000 Penalty: 5619.513184
	Iteration 14Q: 3 clusters Score -1.163689e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 82688 members 
Entering Unmasked Estep 
Score: -11636936.000000 Penalty: 5619.513184
	Iteration 15Q: 3 clusters Score -1.163694e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 82711 members 
Entering Unmasked Estep 
Score: -11636956.000000 Penalty: 5619.513184
	Iteration 16Q: 3 clusters Score -1.163696e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -11636979.000000 Penalty: 5619.513184
	Iteration 17Q: 3 clusters Score -1.163698e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 82739 members 
Entering Unmasked Estep 
Score: -11636981.000000 Penalty: 5619.513184
	Iteration 18Q: 3 clusters Score -1.163698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -11636991.000000 Penalty: 5619.513184
	Iteration 19Q: 3 clusters Score -1.163699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 82760 members 
Entering Unmasked Estep 
Score: -11637003.000000 Penalty: 5619.513184
	Iteration 20F: 3 clusters Score -1.1637e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -11637036.000000 Penalty: 5619.513184
	Iteration 21Q: 3 clusters Score -1.163704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 82778 members 
Entering Unmasked Estep 
Score: -11637037.000000 Penalty: 5619.513184
	Iteration 22Q: 3 clusters Score -1.163704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 82781 members 
Entering Unmasked Estep 
Score: -11637035.000000 Penalty: 5619.513184
	Iteration 23Q: 3 clusters Score -1.163704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 82782 members 
Entering Unmasked Estep 
Score: -11637029.000000 Penalty: 5619.513184
	Iteration 24Q: 3 clusters Score -1.163703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 82786 members 
Entering Unmasked Estep 
Score: -11637042.000000 Penalty: 5619.513184
	Iteration 25Q: 3 clusters Score -1.163704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 82788 members 
Entering Unmasked Estep 
Score: -11637044.000000 Penalty: 5619.513184
	Iteration 26Q: 3 clusters Score -1.163704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -11637044.000000 Penalty: 5619.513184
	Iteration 27Q: 3 clusters Score -1.163704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 82792 members 
Entering Unmasked Estep 
Score: -11637056.000000 Penalty: 5619.513184
	Iteration 28Q: 3 clusters Score -1.163706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 82790 members 
Entering Unmasked Estep 
Score: -11637044.000000 Penalty: 5619.513184
	Iteration 29Q: 3 clusters Score -1.163704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 82789 members 
Entering Unmasked Estep 
Score: -11637049.000000 Penalty: 5619.513184
	Iteration 30Q: 3 clusters Score -1.163705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 82792 members 
Entering Unmasked Estep 
Score: -11637050.000000 Penalty: 5619.513184
	Iteration 31Q: 3 clusters Score -1.163705e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -11637054.000000 Penalty: 5619.513184
	Iteration 32Q: 3 clusters Score -1.163705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -11637056.000000 Penalty: 5619.513184
	Iteration 33Q: 3 clusters Score -1.163706e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 82796 members 
Entering Unmasked Estep 
Score: -11637049.000000 Penalty: 5619.513184
	Iteration 34Q: 3 clusters Score -1.163705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -11637052.000000 Penalty: 5619.513184
	Iteration 35Q: 3 clusters Score -1.163705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 82795 members 
Entering Unmasked Estep 
Score: -11637052.000000 Penalty: 5619.513184
	Iteration 36F: 3 clusters Score -1.163705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Entering Unmasked Estep 
Score: -3095691.500000 Penalty: 2507.676514
	Iteration 0F: 2 clusters Score -3095692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -3078782.750000 Penalty: 5015.353027
	Iteration 0F: 3 clusters Score -3078783 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -3085251.250000 Penalty: 5015.353027
	Iteration 1F: 3 clusters Score -3085251 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -3086744.250000 Penalty: 5015.353027
	Iteration 2F: 3 clusters Score -3086744 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -3088660.750000 Penalty: 5015.353027
	Iteration 3F: 3 clusters Score -3088661 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3090731.250000 Penalty: 5015.353027
	Iteration 4F: 3 clusters Score -3090731 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -3092396.750000 Penalty: 5015.353027
	Iteration 5F: 3 clusters Score -3092397 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -3093520.500000 Penalty: 5015.353027
	Iteration 6F: 3 clusters Score -3093520 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3094175.750000 Penalty: 5015.353027
	Iteration 7Q: 3 clusters Score -3094176 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -3094535.250000 Penalty: 5015.353027
	Iteration 8Q: 3 clusters Score -3094535 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -3094770.500000 Penalty: 5015.353027
	Iteration 9Q: 3 clusters Score -3094770 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -3094932.000000 Penalty: 5015.353027
	Iteration 10Q: 3 clusters Score -3094932 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -3095035.000000 Penalty: 5015.353027
	Iteration 11Q: 3 clusters Score -3095035 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -3095116.500000 Penalty: 5015.353027
	Iteration 12Q: 3 clusters Score -3095116 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -3095183.250000 Penalty: 5015.353027
	Iteration 13Q: 3 clusters Score -3095183 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -3095235.500000 Penalty: 5015.353027
	Iteration 14Q: 3 clusters Score -3095236 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -3095278.500000 Penalty: 5015.353027
	Iteration 15Q: 3 clusters Score -3095278 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3095316.250000 Penalty: 5015.353027
	Iteration 16Q: 3 clusters Score -3095316 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3095342.250000 Penalty: 5015.353027
	Iteration 17Q: 3 clusters Score -3095342 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -3095355.750000 Penalty: 5015.353027
	Iteration 18Q: 3 clusters Score -3095356 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -3095372.750000 Penalty: 5015.353027
	Iteration 19Q: 3 clusters Score -3095373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -3095392.750000 Penalty: 5015.353027
	Iteration 20F: 3 clusters Score -3095393 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3095406.250000 Penalty: 5015.353027
	Iteration 21Q: 3 clusters Score -3095406 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3095421.250000 Penalty: 5015.353027
	Iteration 22Q: 3 clusters Score -3095421 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -3095441.500000 Penalty: 5015.353027
	Iteration 23Q: 3 clusters Score -3095442 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3095440.500000 Penalty: 5015.353027
	Iteration 24Q: 3 clusters Score -3095440 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3095451.250000 Penalty: 5015.353027
	Iteration 25Q: 3 clusters Score -3095451 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -3095458.250000 Penalty: 5015.353027
	Iteration 26Q: 3 clusters Score -3095458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -3095467.500000 Penalty: 5015.353027
	Iteration 27Q: 3 clusters Score -3095468 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3095485.250000 Penalty: 5015.353027
	Iteration 28Q: 3 clusters Score -3095485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3095482.500000 Penalty: 5015.353027
	Iteration 29Q: 3 clusters Score -3095482 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -3095487.750000 Penalty: 5015.353027
	Iteration 30Q: 3 clusters Score -3095488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -3095491.500000 Penalty: 5015.353027
	Iteration 31Q: 3 clusters Score -3095492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3095501.000000 Penalty: 5015.353027
	Iteration 32Q: 3 clusters Score -3095501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3095507.000000 Penalty: 5015.353027
	Iteration 33Q: 3 clusters Score -3095507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3095498.500000 Penalty: 5015.353027
	Iteration 34Q: 3 clusters Score -3095498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3095496.250000 Penalty: 5015.353027
	Iteration 35Q: 3 clusters Score -3095496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3095502.750000 Penalty: 5015.353027
	Iteration 36Q: 3 clusters Score -3095503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -3095508.000000 Penalty: 5015.353027
	Iteration 37Q: 3 clusters Score -3095508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -3095512.250000 Penalty: 5015.353027
	Iteration 38Q: 3 clusters Score -3095512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3095506.000000 Penalty: 5015.353027
	Iteration 39Q: 3 clusters Score -3095506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3095513.750000 Penalty: 5015.353027
	Iteration 40F: 3 clusters Score -3095514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3095512.250000 Penalty: 5015.353027
	Iteration 41Q: 3 clusters Score -3095512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3095520.500000 Penalty: 5015.353027
	Iteration 42Q: 3 clusters Score -3095520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3095512.000000 Penalty: 5015.353027
	Iteration 43Q: 3 clusters Score -3095512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3095512.750000 Penalty: 5015.353027
	Iteration 44Q: 3 clusters Score -3095513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -3095516.500000 Penalty: 5015.353027
	Iteration 45Q: 3 clusters Score -3095516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -3095514.500000 Penalty: 5015.353027
	Iteration 46Q: 3 clusters Score -3095514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3095519.500000 Penalty: 5015.353027
	Iteration 47Q: 3 clusters Score -3095520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -3095520.250000 Penalty: 5015.353027
	Iteration 48Q: 3 clusters Score -3095520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3095524.500000 Penalty: 5015.353027
	Iteration 49Q: 3 clusters Score -3095524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -3095528.500000 Penalty: 5015.353027
	Iteration 50Q: 3 clusters Score -3095528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3095521.750000 Penalty: 5015.353027
	Iteration 51Q: 3 clusters Score -3095522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -3095529.500000 Penalty: 5015.353027
	Iteration 52Q: 3 clusters Score -3095530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -3095528.500000 Penalty: 5015.353027
	Iteration 53Q: 3 clusters Score -3095528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -3095530.750000 Penalty: 5015.353027
	Iteration 54Q: 3 clusters Score -3095531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -3095531.250000 Penalty: 5015.353027
	Iteration 55Q: 3 clusters Score -3095531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -3095535.500000 Penalty: 5015.353027
	Iteration 56Q: 3 clusters Score -3095536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -3095533.250000 Penalty: 5015.353027
	Iteration 57Q: 3 clusters Score -3095533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3095531.500000 Penalty: 5015.353027
	Iteration 58Q: 3 clusters Score -3095532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -3095527.500000 Penalty: 5015.353027
	Iteration 59Q: 3 clusters Score -3095528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -3095531.000000 Penalty: 5015.353027
	Iteration 60F: 3 clusters Score -3095531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -3095535.500000 Penalty: 5015.353027
	Iteration 61Q: 3 clusters Score -3095536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -3095538.250000 Penalty: 5015.353027
	Iteration 62Q: 3 clusters Score -3095538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -3095537.500000 Penalty: 5015.353027
	Iteration 63Q: 3 clusters Score -3095538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -3095545.750000 Penalty: 5015.353027
	Iteration 64Q: 3 clusters Score -3095546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -3095554.750000 Penalty: 5015.353027
	Iteration 65Q: 3 clusters Score -3095555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -3095547.000000 Penalty: 5015.353027
	Iteration 66Q: 3 clusters Score -3095547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3095553.000000 Penalty: 5015.353027
	Iteration 67Q: 3 clusters Score -3095553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3095553.500000 Penalty: 5015.353027
	Iteration 68Q: 3 clusters Score -3095554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3095557.000000 Penalty: 5015.353027
	Iteration 69Q: 3 clusters Score -3095557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3095555.250000 Penalty: 5015.353027
	Iteration 70Q: 3 clusters Score -3095555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3095551.500000 Penalty: 5015.353027
	Iteration 71Q: 3 clusters Score -3095552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3095553.000000 Penalty: 5015.353027
	Iteration 72Q: 3 clusters Score -3095553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -3095557.000000 Penalty: 5015.353027
	Iteration 73Q: 3 clusters Score -3095557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3095557.250000 Penalty: 5015.353027
	Iteration 74Q: 3 clusters Score -3095557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3095562.500000 Penalty: 5015.353027
	Iteration 75Q: 3 clusters Score -3095562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3095562.250000 Penalty: 5015.353027
	Iteration 76Q: 3 clusters Score -3095562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3095562.250000 Penalty: 5015.353027
	Iteration 77Q: 3 clusters Score -3095562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3095557.750000 Penalty: 5015.353027
	Iteration 78Q: 3 clusters Score -3095558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3095558.750000 Penalty: 5015.353027
	Iteration 79Q: 3 clusters Score -3095559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3095558.750000 Penalty: 5015.353027
	Iteration 80F: 3 clusters Score -3095559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Entering Unmasked Estep 
Score: -919212.687500 Penalty: 2203.520752
	Iteration 0F: 2 clusters Score -919212.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -913279.875000 Penalty: 4407.041504
	Iteration 0F: 3 clusters Score -913279.9 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -914980.500000 Penalty: 4407.041504
	Iteration 1F: 3 clusters Score -914980.5 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -915476.875000 Penalty: 4407.041504
	Iteration 2F: 3 clusters Score -915476.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -915947.812500 Penalty: 4407.041504
	Iteration 3F: 3 clusters Score -915947.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -916351.312500 Penalty: 4407.041504
	Iteration 4F: 3 clusters Score -916351.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -916649.500000 Penalty: 4407.041504
	Iteration 5F: 3 clusters Score -916649.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -916870.562500 Penalty: 4407.041504
	Iteration 6Q: 3 clusters Score -916870.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -917030.687500 Penalty: 4407.041504
	Iteration 7Q: 3 clusters Score -917030.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -917183.500000 Penalty: 4407.041504
	Iteration 8Q: 3 clusters Score -917183.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -917318.812500 Penalty: 4407.041504
	Iteration 9Q: 3 clusters Score -917318.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -917413.687500 Penalty: 4407.041504
	Iteration 10Q: 3 clusters Score -917413.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -917512.125000 Penalty: 4407.041504
	Iteration 11Q: 3 clusters Score -917512.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -917593.187500 Penalty: 4407.041504
	Iteration 12Q: 3 clusters Score -917593.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -917672.875000 Penalty: 4407.041504
	Iteration 13Q: 3 clusters Score -917672.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -917733.375000 Penalty: 4407.041504
	Iteration 14Q: 3 clusters Score -917733.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -917798.937500 Penalty: 4407.041504
	Iteration 15Q: 3 clusters Score -917798.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -917861.500000 Penalty: 4407.041504
	Iteration 16Q: 3 clusters Score -917861.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -917909.625000 Penalty: 4407.041504
	Iteration 17Q: 3 clusters Score -917909.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -917951.125000 Penalty: 4407.041504
	Iteration 18Q: 3 clusters Score -917951.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -917990.000000 Penalty: 4407.041504
	Iteration 19Q: 3 clusters Score -917990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -918029.250000 Penalty: 4407.041504
	Iteration 20F: 3 clusters Score -918029.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -918063.437500 Penalty: 4407.041504
	Iteration 21Q: 3 clusters Score -918063.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -918093.062500 Penalty: 4407.041504
	Iteration 22Q: 3 clusters Score -918093.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -918109.937500 Penalty: 4407.041504
	Iteration 23Q: 3 clusters Score -918109.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -918120.250000 Penalty: 4407.041504
	Iteration 24Q: 3 clusters Score -918120.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -918126.375000 Penalty: 4407.041504
	Iteration 25Q: 3 clusters Score -918126.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -918133.375000 Penalty: 4407.041504
	Iteration 26Q: 3 clusters Score -918133.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -918141.500000 Penalty: 4407.041504
	Iteration 27Q: 3 clusters Score -918141.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -918147.000000 Penalty: 4407.041504
	Iteration 28Q: 3 clusters Score -918147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -918148.750000 Penalty: 4407.041504
	Iteration 29Q: 3 clusters Score -918148.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -918152.375000 Penalty: 4407.041504
	Iteration 30Q: 3 clusters Score -918152.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -918155.687500 Penalty: 4407.041504
	Iteration 31Q: 3 clusters Score -918155.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -918161.937500 Penalty: 4407.041504
	Iteration 32Q: 3 clusters Score -918161.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -918164.000000 Penalty: 4407.041504
	Iteration 33Q: 3 clusters Score -918164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -918165.125000 Penalty: 4407.041504
	Iteration 34Q: 3 clusters Score -918165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -918165.187500 Penalty: 4407.041504
	Iteration 35Q: 3 clusters Score -918165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -918166.812500 Penalty: 4407.041504
	Iteration 36Q: 3 clusters Score -918166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -918166.562500 Penalty: 4407.041504
	Iteration 37Q: 3 clusters Score -918166.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -918168.750000 Penalty: 4407.041504
	Iteration 38Q: 3 clusters Score -918168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -918167.687500 Penalty: 4407.041504
	Iteration 39Q: 3 clusters Score -918167.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -918167.937500 Penalty: 4407.041504
	Iteration 40F: 3 clusters Score -918167.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Entering Unmasked Estep 
Score: -874185.500000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -874185.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -868900.062500 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -868900.1 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -870355.562500 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -870355.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -870928.000000 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -870928 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -871495.875000 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -871495.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -872082.187500 Penalty: 4330.262207
	Iteration 4F: 3 clusters Score -872082.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -872566.062500 Penalty: 4330.262207
	Iteration 5F: 3 clusters Score -872566.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -872900.000000 Penalty: 4330.262207
	Iteration 6F: 3 clusters Score -872900 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -873149.812500 Penalty: 4330.262207
	Iteration 7Q: 3 clusters Score -873149.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -873336.937500 Penalty: 4330.262207
	Iteration 8Q: 3 clusters Score -873336.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -873474.812500 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -873474.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -873598.375000 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -873598.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -873684.937500 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -873684.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -873729.687500 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -873729.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -873753.937500 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -873753.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -873770.000000 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -873770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -873782.312500 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -873782.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -873801.312500 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -873801.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -873815.937500 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -873815.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -873831.937500 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -873831.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -873839.250000 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -873839.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -873859.375000 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -873859.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -873873.250000 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -873873.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -873905.250000 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -873905.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -873918.312500 Penalty: 4330.262207
	Iteration 23Q: 3 clusters Score -873918.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -873919.625000 Penalty: 4330.262207
	Iteration 24Q: 3 clusters Score -873919.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -873920.562500 Penalty: 4330.262207
	Iteration 25Q: 3 clusters Score -873920.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -873920.562500 Penalty: 4330.262207
	Iteration 26Q: 3 clusters Score -873920.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -873922.750000 Penalty: 4330.262207
	Iteration 27Q: 3 clusters Score -873922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -873922.687500 Penalty: 4330.262207
	Iteration 28Q: 3 clusters Score -873922.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -873923.187500 Penalty: 4330.262207
	Iteration 29Q: 3 clusters Score -873923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -873923.312500 Penalty: 4330.262207
	Iteration 30Q: 3 clusters Score -873923.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -873923.312500 Penalty: 4330.262207
	Iteration 31F: 3 clusters Score -873923.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -237557.921875 Penalty: 1856.401978
	Iteration 0F: 2 clusters Score -237557.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -235071.718750 Penalty: 3712.803955
	Iteration 0F: 3 clusters Score -235071.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -235505.625000 Penalty: 3712.803955
	Iteration 1F: 3 clusters Score -235505.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -235662.453125 Penalty: 3712.803955
	Iteration 2F: 3 clusters Score -235662.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -235743.343750 Penalty: 3712.803955
	Iteration 3Q: 3 clusters Score -235743.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -235811.796875 Penalty: 3712.803955
	Iteration 4Q: 3 clusters Score -235811.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -235883.718750 Penalty: 3712.803955
	Iteration 5Q: 3 clusters Score -235883.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -235999.750000 Penalty: 3712.803955
	Iteration 6Q: 3 clusters Score -235999.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -236180.890625 Penalty: 3712.803955
	Iteration 7Q: 3 clusters Score -236180.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -236412.125000 Penalty: 3712.803955
	Iteration 8F: 3 clusters Score -236412.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -236692.234375 Penalty: 3712.803955
	Iteration 9F: 3 clusters Score -236692.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -237009.218750 Penalty: 3712.803955
	Iteration 10F: 3 clusters Score -237009.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -237227.687500 Penalty: 3712.803955
	Iteration 11F: 3 clusters Score -237227.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -237311.062500 Penalty: 3712.803955
	Iteration 12Q: 3 clusters Score -237311.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -237340.937500 Penalty: 3712.803955
	Iteration 13Q: 3 clusters Score -237340.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -237355.750000 Penalty: 3712.803955
	Iteration 14Q: 3 clusters Score -237355.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -237359.906250 Penalty: 3712.803955
	Iteration 15Q: 3 clusters Score -237359.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -237363.078125 Penalty: 3712.803955
	Iteration 16Q: 3 clusters Score -237363.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -237364.578125 Penalty: 3712.803955
	Iteration 17Q: 3 clusters Score -237364.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -237365.765625 Penalty: 3712.803955
	Iteration 18Q: 3 clusters Score -237365.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -237365.765625 Penalty: 3712.803955
	Iteration 19F: 3 clusters Score -237365.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Entering Unmasked Estep 
Score: -585467.562500 Penalty: 2082.302246
	Iteration 0F: 2 clusters Score -585467.6 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 2256 members 
Entering Unmasked Estep 
Score: -581311.312500 Penalty: 4164.604492
	Iteration 0F: 3 clusters Score -581311.3 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -583306.687500 Penalty: 4164.604492
	Iteration 1F: 3 clusters Score -583306.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -585062.312500 Penalty: 4164.604492
	Iteration 2F: 3 clusters Score -585062.3 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -586431.625000 Penalty: 4164.604492
	Iteration 3F: 3 clusters Score -586431.6 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -587230.875000 Penalty: 4164.604492
	Iteration 4F: 3 clusters Score -587230.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -587609.187500 Penalty: 4164.604492
	Iteration 5Q: 3 clusters Score -587609.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -587869.812500 Penalty: 4164.604492
	Iteration 6Q: 3 clusters Score -587869.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -588055.250000 Penalty: 4164.604492
	Iteration 7Q: 3 clusters Score -588055.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -588167.000000 Penalty: 4164.604492
	Iteration 8Q: 3 clusters Score -588167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -588252.500000 Penalty: 4164.604492
	Iteration 9Q: 3 clusters Score -588252.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -588331.937500 Penalty: 4164.604492
	Iteration 10Q: 3 clusters Score -588331.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -588376.562500 Penalty: 4164.604492
	Iteration 11Q: 3 clusters Score -588376.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -588424.125000 Penalty: 4164.604492
	Iteration 12Q: 3 clusters Score -588424.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -588437.625000 Penalty: 4164.604492
	Iteration 13Q: 3 clusters Score -588437.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -588458.312500 Penalty: 4164.604492
	Iteration 14Q: 3 clusters Score -588458.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -588494.375000 Penalty: 4164.604492
	Iteration 15Q: 3 clusters Score -588494.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -588502.875000 Penalty: 4164.604492
	Iteration 16Q: 3 clusters Score -588502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -588502.875000 Penalty: 4164.604492
	Iteration 17F: 3 clusters Score -588502.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 30031 members 
Mstep: Class 4 contains 83255 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 6 contains 24627 members 
Mstep: Class 7 contains 7224 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 582 members 
Mstep: Class 14 contains 18492 members 
Mstep: Class 15 contains 60214 members 
Mstep: Class 16 contains 90198 members 
Mstep: Class 18 contains 92990 members 
Mstep: Class 19 contains 142585 members 
Mstep: Class 20 contains 56645 members 
Mstep: Class 21 contains 235085 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 47390 members 
Entering Unmasked Estep 
Score: -122182888.000000 Penalty: 74843.773438
Splitting cluster 11 changes total score from -122178224.000000 to -122182888.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 13 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -69426.835938 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -69426.84 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 286 members 
Entering Unmasked Estep 
Score: -68004.578125 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -68004.58 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -68421.289062 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -68421.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -68694.531250 Penalty: 3157.769287
	Iteration 2F: 3 clusters Score -68694.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -68968.015625 Penalty: 3157.769287
	Iteration 3F: 3 clusters Score -68968.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -69160.515625 Penalty: 3157.769287
	Iteration 4F: 3 clusters Score -69160.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69249.007812 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -69249.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69285.468750 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -69285.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -69314.648438 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -69314.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -69325.187500 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -69325.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69361.023438 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -69361.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -69429.695312 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -69429.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69556.968750 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -69556.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -69595.375000 Penalty: 3157.769287
	Iteration 12Q: 3 clusters Score -69595.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69598.726562 Penalty: 3157.769287
	Iteration 13Q: 3 clusters Score -69598.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69601.804688 Penalty: 3157.769287
	Iteration 14Q: 3 clusters Score -69601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69601.804688 Penalty: 3157.769287
	Iteration 15F: 3 clusters Score -69601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 30031 members 
Mstep: Class 4 contains 83255 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 6 contains 24627 members 
Mstep: Class 7 contains 7224 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 18492 members 
Mstep: Class 15 contains 60214 members 
Mstep: Class 16 contains 90198 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 92990 members 
Mstep: Class 19 contains 142585 members 
Mstep: Class 20 contains 56645 members 
Mstep: Class 21 contains 235085 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 47390 members 
Entering Unmasked Estep 
Score: -122181280.000000 Penalty: 78245.757812
Splitting cluster 13 changes total score from -122178224.000000 to -122181280.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 14 (18492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Entering Unmasked Estep 
Score: -2460030.750000 Penalty: 2436.623047
	Iteration 0F: 2 clusters Score -2460031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -2446999.750000 Penalty: 4873.246094
	Iteration 0F: 3 clusters Score -2447000 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -2451138.750000 Penalty: 4873.246094
	Iteration 1F: 3 clusters Score -2451139 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -2451687.000000 Penalty: 4873.246094
	Iteration 2F: 3 clusters Score -2451687 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2452535.500000 Penalty: 4873.246094
	Iteration 3F: 3 clusters Score -2452536 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -2453894.750000 Penalty: 4873.246094
	Iteration 4F: 3 clusters Score -2453895 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2455752.000000 Penalty: 4873.246094
	Iteration 5F: 3 clusters Score -2455752 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2457691.750000 Penalty: 4873.246094
	Iteration 6F: 3 clusters Score -2457692 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2459033.500000 Penalty: 4873.246094
	Iteration 7F: 3 clusters Score -2459034 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2459642.250000 Penalty: 4873.246094
	Iteration 8F: 3 clusters Score -2459642 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2459869.750000 Penalty: 4873.246094
	Iteration 9Q: 3 clusters Score -2459870 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2459937.750000 Penalty: 4873.246094
	Iteration 10Q: 3 clusters Score -2459938 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2459989.750000 Penalty: 4873.246094
	Iteration 11Q: 3 clusters Score -2459990 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2460019.000000 Penalty: 4873.246094
	Iteration 12Q: 3 clusters Score -2460019 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2460032.000000 Penalty: 4873.246094
	Iteration 13Q: 3 clusters Score -2460032 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2460062.500000 Penalty: 4873.246094
	Iteration 14Q: 3 clusters Score -2460062 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -2460056.250000 Penalty: 4873.246094
	Iteration 15Q: 3 clusters Score -2460056 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2460072.750000 Penalty: 4873.246094
	Iteration 16Q: 3 clusters Score -2460073 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2460098.500000 Penalty: 4873.246094
	Iteration 17Q: 3 clusters Score -2460098 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2460117.000000 Penalty: 4873.246094
	Iteration 18Q: 3 clusters Score -2460117 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2460121.250000 Penalty: 4873.246094
	Iteration 19Q: 3 clusters Score -2460121 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2460142.000000 Penalty: 4873.246094
	Iteration 20F: 3 clusters Score -2460142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -2460163.250000 Penalty: 4873.246094
	Iteration 21Q: 3 clusters Score -2460163 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2460185.000000 Penalty: 4873.246094
	Iteration 22Q: 3 clusters Score -2460185 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -2460201.500000 Penalty: 4873.246094
	Iteration 23Q: 3 clusters Score -2460202 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2460227.500000 Penalty: 4873.246094
	Iteration 24Q: 3 clusters Score -2460228 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2460259.250000 Penalty: 4873.246094
	Iteration 25Q: 3 clusters Score -2460259 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2460281.000000 Penalty: 4873.246094
	Iteration 26Q: 3 clusters Score -2460281 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2460307.750000 Penalty: 4873.246094
	Iteration 27Q: 3 clusters Score -2460308 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -2460339.000000 Penalty: 4873.246094
	Iteration 28Q: 3 clusters Score -2460339 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2460360.000000 Penalty: 4873.246094
	Iteration 29Q: 3 clusters Score -2460360 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2460388.500000 Penalty: 4873.246094
	Iteration 30Q: 3 clusters Score -2460388 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2460405.000000 Penalty: 4873.246094
	Iteration 31Q: 3 clusters Score -2460405 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -2460424.750000 Penalty: 4873.246094
	Iteration 32Q: 3 clusters Score -2460425 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2460437.500000 Penalty: 4873.246094
	Iteration 33Q: 3 clusters Score -2460438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -2460434.500000 Penalty: 4873.246094
	Iteration 34Q: 3 clusters Score -2460434 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2460443.500000 Penalty: 4873.246094
	Iteration 35Q: 3 clusters Score -2460444 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2460460.000000 Penalty: 4873.246094
	Iteration 36Q: 3 clusters Score -2460460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -2460466.000000 Penalty: 4873.246094
	Iteration 37Q: 3 clusters Score -2460466 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2460478.500000 Penalty: 4873.246094
	Iteration 38Q: 3 clusters Score -2460478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -2460475.250000 Penalty: 4873.246094
	Iteration 39Q: 3 clusters Score -2460475 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2460482.000000 Penalty: 4873.246094
	Iteration 40F: 3 clusters Score -2460482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2460490.000000 Penalty: 4873.246094
	Iteration 41Q: 3 clusters Score -2460490 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2460494.750000 Penalty: 4873.246094
	Iteration 42Q: 3 clusters Score -2460495 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2460502.500000 Penalty: 4873.246094
	Iteration 43Q: 3 clusters Score -2460502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2460506.000000 Penalty: 4873.246094
	Iteration 44Q: 3 clusters Score -2460506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2460509.000000 Penalty: 4873.246094
	Iteration 45Q: 3 clusters Score -2460509 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2460512.000000 Penalty: 4873.246094
	Iteration 46Q: 3 clusters Score -2460512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2460513.000000 Penalty: 4873.246094
	Iteration 47Q: 3 clusters Score -2460513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2460517.500000 Penalty: 4873.246094
	Iteration 48Q: 3 clusters Score -2460518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2460518.750000 Penalty: 4873.246094
	Iteration 49Q: 3 clusters Score -2460519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2460521.000000 Penalty: 4873.246094
	Iteration 50Q: 3 clusters Score -2460521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -2460526.500000 Penalty: 4873.246094
	Iteration 51Q: 3 clusters Score -2460526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2460530.000000 Penalty: 4873.246094
	Iteration 52Q: 3 clusters Score -2460530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -2460533.000000 Penalty: 4873.246094
	Iteration 53Q: 3 clusters Score -2460533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2460535.250000 Penalty: 4873.246094
	Iteration 54Q: 3 clusters Score -2460535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2460533.250000 Penalty: 4873.246094
	Iteration 55Q: 3 clusters Score -2460533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2460537.250000 Penalty: 4873.246094
	Iteration 56Q: 3 clusters Score -2460537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2460533.750000 Penalty: 4873.246094
	Iteration 57Q: 3 clusters Score -2460534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2460539.750000 Penalty: 4873.246094
	Iteration 58Q: 3 clusters Score -2460540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2460537.500000 Penalty: 4873.246094
	Iteration 59Q: 3 clusters Score -2460538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -2460537.500000 Penalty: 4873.246094
	Iteration 60F: 3 clusters Score -2460538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2460541.750000 Penalty: 4873.246094
	Iteration 61Q: 3 clusters Score -2460542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2460539.750000 Penalty: 4873.246094
	Iteration 62Q: 3 clusters Score -2460540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2460542.000000 Penalty: 4873.246094
	Iteration 63Q: 3 clusters Score -2460542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2460547.750000 Penalty: 4873.246094
	Iteration 64Q: 3 clusters Score -2460548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -2460548.750000 Penalty: 4873.246094
	Iteration 65Q: 3 clusters Score -2460549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -2460540.750000 Penalty: 4873.246094
	Iteration 66Q: 3 clusters Score -2460541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2460548.500000 Penalty: 4873.246094
	Iteration 67Q: 3 clusters Score -2460548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2460551.250000 Penalty: 4873.246094
	Iteration 68Q: 3 clusters Score -2460551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2460549.500000 Penalty: 4873.246094
	Iteration 69Q: 3 clusters Score -2460550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2460549.500000 Penalty: 4873.246094
	Iteration 70Q: 3 clusters Score -2460550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -2460550.750000 Penalty: 4873.246094
	Iteration 71Q: 3 clusters Score -2460551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -2460546.000000 Penalty: 4873.246094
	Iteration 72Q: 3 clusters Score -2460546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2460547.000000 Penalty: 4873.246094
	Iteration 73Q: 3 clusters Score -2460547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -2460550.500000 Penalty: 4873.246094
	Iteration 74Q: 3 clusters Score -2460550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2460547.000000 Penalty: 4873.246094
	Iteration 75Q: 3 clusters Score -2460547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2460546.500000 Penalty: 4873.246094
	Iteration 76Q: 3 clusters Score -2460546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2460545.500000 Penalty: 4873.246094
	Iteration 77Q: 3 clusters Score -2460546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -2460542.500000 Penalty: 4873.246094
	Iteration 78Q: 3 clusters Score -2460542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2460550.000000 Penalty: 4873.246094
	Iteration 79Q: 3 clusters Score -2460550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2460551.250000 Penalty: 4873.246094
	Iteration 80F: 3 clusters Score -2460551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -2460552.250000 Penalty: 4873.246094
	Iteration 81Q: 3 clusters Score -2460552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2460552.750000 Penalty: 4873.246094
	Iteration 82Q: 3 clusters Score -2460553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -2460555.000000 Penalty: 4873.246094
	Iteration 83Q: 3 clusters Score -2460555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -2460552.500000 Penalty: 4873.246094
	Iteration 84Q: 3 clusters Score -2460552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2460559.750000 Penalty: 4873.246094
	Iteration 85Q: 3 clusters Score -2460560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2460558.500000 Penalty: 4873.246094
	Iteration 86Q: 3 clusters Score -2460558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2460563.250000 Penalty: 4873.246094
	Iteration 87Q: 3 clusters Score -2460563 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2460565.250000 Penalty: 4873.246094
	Iteration 88Q: 3 clusters Score -2460565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2460564.000000 Penalty: 4873.246094
	Iteration 89Q: 3 clusters Score -2460564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2460566.000000 Penalty: 4873.246094
	Iteration 90Q: 3 clusters Score -2460566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2460571.000000 Penalty: 4873.246094
	Iteration 91Q: 3 clusters Score -2460571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2460570.000000 Penalty: 4873.246094
	Iteration 92Q: 3 clusters Score -2460570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2460574.500000 Penalty: 4873.246094
	Iteration 93Q: 3 clusters Score -2460574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2460580.500000 Penalty: 4873.246094
	Iteration 94Q: 3 clusters Score -2460580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2460583.750000 Penalty: 4873.246094
	Iteration 95Q: 3 clusters Score -2460584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2460581.750000 Penalty: 4873.246094
	Iteration 96Q: 3 clusters Score -2460582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2460584.750000 Penalty: 4873.246094
	Iteration 97Q: 3 clusters Score -2460585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2460585.500000 Penalty: 4873.246094
	Iteration 98Q: 3 clusters Score -2460586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2460583.000000 Penalty: 4873.246094
	Iteration 99Q: 3 clusters Score -2460583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2460584.500000 Penalty: 4873.246094
	Iteration 100F: 3 clusters Score -2460584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2460579.750000 Penalty: 4873.246094
	Iteration 101Q: 3 clusters Score -2460580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -2460582.500000 Penalty: 4873.246094
	Iteration 102Q: 3 clusters Score -2460582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -2460579.750000 Penalty: 4873.246094
	Iteration 103Q: 3 clusters Score -2460580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2460583.750000 Penalty: 4873.246094
	Iteration 104Q: 3 clusters Score -2460584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2460587.000000 Penalty: 4873.246094
	Iteration 105Q: 3 clusters Score -2460587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2460590.000000 Penalty: 4873.246094
	Iteration 106Q: 3 clusters Score -2460590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2460590.250000 Penalty: 4873.246094
	Iteration 107Q: 3 clusters Score -2460590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -2460594.500000 Penalty: 4873.246094
	Iteration 108Q: 3 clusters Score -2460594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2460595.750000 Penalty: 4873.246094
	Iteration 109Q: 3 clusters Score -2460596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2460593.500000 Penalty: 4873.246094
	Iteration 110Q: 3 clusters Score -2460594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -2460591.750000 Penalty: 4873.246094
	Iteration 111Q: 3 clusters Score -2460592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -2460591.250000 Penalty: 4873.246094
	Iteration 112Q: 3 clusters Score -2460591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2460595.250000 Penalty: 4873.246094
	Iteration 113Q: 3 clusters Score -2460595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2460601.000000 Penalty: 4873.246094
	Iteration 114Q: 3 clusters Score -2460601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2460599.500000 Penalty: 4873.246094
	Iteration 115Q: 3 clusters Score -2460600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2460599.500000 Penalty: 4873.246094
	Iteration 116F: 3 clusters Score -2460600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 30031 members 
Mstep: Class 4 contains 83255 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 6 contains 24627 members 
Mstep: Class 7 contains 7224 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 60214 members 
Mstep: Class 16 contains 90198 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 92990 members 
Mstep: Class 19 contains 142585 members 
Mstep: Class 20 contains 56645 members 
Mstep: Class 21 contains 235085 members 
Mstep: Class 22 contains 12722 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 47390 members 
Entering Unmasked Estep 
Score: -122179064.000000 Penalty: 81647.750000
Splitting cluster 14 changes total score from -122178224.000000 to -122179064.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 15 (60214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60214 members 
Entering Unmasked Estep 
Score: -8156770.500000 Penalty: 2729.403809
	Iteration 0F: 2 clusters Score -8156770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30264 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -8116356.500000 Penalty: 5458.807617
	Iteration 0F: 3 clusters Score -8116356 nChanged 27940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -8133088.500000 Penalty: 5458.807617
	Iteration 1F: 3 clusters Score -8133088 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34561 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -8135411.000000 Penalty: 5458.807617
	Iteration 2F: 3 clusters Score -8135411 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -8138600.000000 Penalty: 5458.807617
	Iteration 3F: 3 clusters Score -8138600 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -8141908.500000 Penalty: 5458.807617
	Iteration 4F: 3 clusters Score -8141908 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -8144820.500000 Penalty: 5458.807617
	Iteration 5F: 3 clusters Score -8144820 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -8147053.000000 Penalty: 5458.807617
	Iteration 6F: 3 clusters Score -8147053 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -8148950.500000 Penalty: 5458.807617
	Iteration 7Q: 3 clusters Score -8148950 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -8150552.500000 Penalty: 5458.807617
	Iteration 8Q: 3 clusters Score -8150552 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -8151934.000000 Penalty: 5458.807617
	Iteration 9Q: 3 clusters Score -8151934 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -8153020.500000 Penalty: 5458.807617
	Iteration 10Q: 3 clusters Score -8153020 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -8153780.000000 Penalty: 5458.807617
	Iteration 11Q: 3 clusters Score -8153780 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -8154375.500000 Penalty: 5458.807617
	Iteration 12Q: 3 clusters Score -8154376 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -8154942.000000 Penalty: 5458.807617
	Iteration 13Q: 3 clusters Score -8154942 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -8155379.000000 Penalty: 5458.807617
	Iteration 14Q: 3 clusters Score -8155379 nChanged 758
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8155660 nChanged 619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8155783 nChanged 456
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Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8155898 nChanged 341
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8155952 nChanged 264
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8155980 nChanged 218
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Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8156006 nChanged 166
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Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8156046 nChanged 159
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Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8156049 nChanged 122
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Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8156063 nChanged 109
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Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8156078 nChanged 84
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Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8156100 nChanged 76
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Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8156092 nChanged 64
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Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8156118 nChanged 62
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Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8156116 nChanged 68
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Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8156108 nChanged 50
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Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8156116 nChanged 44
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Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8156119 nChanged 47
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Mstep: Class 1 contains 49634 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8156129 nChanged 47
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Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8156138 nChanged 51
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Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8156146 nChanged 55
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Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8156152 nChanged 44
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Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8156158 nChanged 44
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Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8156151 nChanged 39
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8156148 nChanged 37
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Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8156143 nChanged 31
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Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8156145 nChanged 33
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Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8156147 nChanged 37
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8156161 nChanged 31
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8156153 nChanged 35
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8156177 nChanged 31
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8156175 nChanged 27
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8156174 nChanged 25
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	Iteration 47Q: 3 clusters Score -8156166 nChanged 20
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Mstep: Class 1 contains 49121 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8156174 nChanged 26
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	Iteration 49Q: 3 clusters Score -8156164 nChanged 16
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8156168 nChanged 13
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	Iteration 51Q: 3 clusters Score -8156165 nChanged 15
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	Iteration 52Q: 3 clusters Score -8156161 nChanged 15
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	Iteration 53Q: 3 clusters Score -8156161 nChanged 16
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8156171 nChanged 20
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	Iteration 55Q: 3 clusters Score -8156175 nChanged 17
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Mstep: Class 1 contains 48993 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8156172 nChanged 15
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Mstep: Class 1 contains 48980 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8156168 nChanged 17
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8156166 nChanged 8
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8156176 nChanged 10
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8156170 nChanged 14
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	Iteration 61Q: 3 clusters Score -8156176 nChanged 17
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	Iteration 62Q: 3 clusters Score -8156167 nChanged 21
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	Iteration 63Q: 3 clusters Score -8156174 nChanged 28
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	Iteration 64Q: 3 clusters Score -8156182 nChanged 30
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	Iteration 65Q: 3 clusters Score -8156174 nChanged 33
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8156180 nChanged 33
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8156193 nChanged 27
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	Iteration 68Q: 3 clusters Score -8156198 nChanged 24
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	Iteration 69Q: 3 clusters Score -8156182 nChanged 35
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	Iteration 70Q: 3 clusters Score -8156188 nChanged 38
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	Iteration 71Q: 3 clusters Score -8156174 nChanged 32
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	Iteration 72Q: 3 clusters Score -8156170 nChanged 31
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	Iteration 73Q: 3 clusters Score -8156173 nChanged 26
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	Iteration 74Q: 3 clusters Score -8156162 nChanged 28
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	Iteration 75Q: 3 clusters Score -8156190 nChanged 24
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	Iteration 76Q: 3 clusters Score -8156188 nChanged 35
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	Iteration 77Q: 3 clusters Score -8156192 nChanged 33
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	Iteration 78Q: 3 clusters Score -8156195 nChanged 29
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8156183 nChanged 27
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8156192 nChanged 31
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8156178 nChanged 31
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	Iteration 82Q: 3 clusters Score -8156188 nChanged 29
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	Iteration 83Q: 3 clusters Score -8156194 nChanged 33
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	Iteration 84Q: 3 clusters Score -8156194 nChanged 42
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	Iteration 85Q: 3 clusters Score -8156197 nChanged 31
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	Iteration 86Q: 3 clusters Score -8156192 nChanged 34
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	Iteration 87Q: 3 clusters Score -8156199 nChanged 37
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	Iteration 88Q: 3 clusters Score -8156192 nChanged 30
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8156191 nChanged 27
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	Iteration 90Q: 3 clusters Score -8156193 nChanged 25
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	Iteration 91Q: 3 clusters Score -8156193 nChanged 25
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	Iteration 92Q: 3 clusters Score -8156194 nChanged 25
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	Iteration 93Q: 3 clusters Score -8156192 nChanged 18
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	Iteration 94Q: 3 clusters Score -8156198 nChanged 21
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	Iteration 95Q: 3 clusters Score -8156192 nChanged 14
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	Iteration 96Q: 3 clusters Score -8156195 nChanged 24
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	Iteration 97Q: 3 clusters Score -8156192 nChanged 13
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	Iteration 98Q: 3 clusters Score -8156202 nChanged 13
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	Iteration 99Q: 3 clusters Score -8156210 nChanged 12
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	Iteration 100F: 3 clusters Score -8156208 nChanged 10
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	Iteration 101Q: 3 clusters Score -8156208 nChanged 15
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	Iteration 102Q: 3 clusters Score -8156208 nChanged 10
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	Iteration 103Q: 3 clusters Score -8156216 nChanged 7
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	Iteration 104Q: 3 clusters Score -8156208 nChanged 7
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	Iteration 105Q: 3 clusters Score -8156210 nChanged 9
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	Iteration 106Q: 3 clusters Score -8156216 nChanged 6
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	Iteration 107Q: 3 clusters Score -8156221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -8156221.000000 Penalty: 5458.807617
	Iteration 108Q: 3 clusters Score -8156221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -8156213.000000 Penalty: 5458.807617
	Iteration 109Q: 3 clusters Score -8156213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47814 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -8156222.500000 Penalty: 5458.807617
	Iteration 110Q: 3 clusters Score -8156222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -8156224.000000 Penalty: 5458.807617
	Iteration 111Q: 3 clusters Score -8156224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -8156214.000000 Penalty: 5458.807617
	Iteration 112Q: 3 clusters Score -8156214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -8156221.000000 Penalty: 5458.807617
	Iteration 113Q: 3 clusters Score -8156221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -8156222.500000 Penalty: 5458.807617
	Iteration 114Q: 3 clusters Score -8156222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -8156221.000000 Penalty: 5458.807617
	Iteration 115Q: 3 clusters Score -8156221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -8156225.000000 Penalty: 5458.807617
	Iteration 116Q: 3 clusters Score -8156225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -8156223.000000 Penalty: 5458.807617
	Iteration 117Q: 3 clusters Score -8156223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -8156229.500000 Penalty: 5458.807617
	Iteration 118Q: 3 clusters Score -8156230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -8156229.500000 Penalty: 5458.807617
	Iteration 119F: 3 clusters Score -8156230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (90198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90198 members 
Entering Unmasked Estep 
Score: -11927960.000000 Penalty: 2829.621094
	Iteration 0F: 2 clusters Score -1.192796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -11867579.000000 Penalty: 5659.242188
	Iteration 0F: 3 clusters Score -1.186758e+07 nChanged 42503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 46640 members 
Entering Unmasked Estep 
Score: -11891882.000000 Penalty: 5659.242188
	Iteration 1F: 3 clusters Score -1.189188e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -11893222.000000 Penalty: 5659.242188
	Iteration 2Q: 3 clusters Score -1.189322e+07 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -11894809.000000 Penalty: 5659.242188
	Iteration 3Q: 3 clusters Score -1.189481e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 51268 members 
Entering Unmasked Estep 
Score: -11896812.000000 Penalty: 5659.242188
	Iteration 4Q: 3 clusters Score -1.189681e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -11899656.000000 Penalty: 5659.242188
	Iteration 5F: 3 clusters Score -1.189966e+07 nChanged 5233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 57244 members 
Entering Unmasked Estep 
Score: -11902575.000000 Penalty: 5659.242188
	Iteration 6F: 3 clusters Score -1.190258e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 60683 members 
Entering Unmasked Estep 
Score: -11905676.000000 Penalty: 5659.242188
	Iteration 7F: 3 clusters Score -1.190568e+07 nChanged 4862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -11908748.000000 Penalty: 5659.242188
	Iteration 8F: 3 clusters Score -1.190875e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -11911601.000000 Penalty: 5659.242188
	Iteration 9Q: 3 clusters Score -1.19116e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 70632 members 
Entering Unmasked Estep 
Score: -11914010.000000 Penalty: 5659.242188
	Iteration 10Q: 3 clusters Score -1.191401e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 73225 members 
Entering Unmasked Estep 
Score: -11916069.000000 Penalty: 5659.242188
	Iteration 11Q: 3 clusters Score -1.191607e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -11917623.000000 Penalty: 5659.242188
	Iteration 12Q: 3 clusters Score -1.191762e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -11918880.000000 Penalty: 5659.242188
	Iteration 13Q: 3 clusters Score -1.191888e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -11919950.000000 Penalty: 5659.242188
	Iteration 14Q: 3 clusters Score -1.191995e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 80864 members 
Entering Unmasked Estep 
Score: -11920967.000000 Penalty: 5659.242188
	Iteration 15Q: 3 clusters Score -1.192097e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 82338 members 
Entering Unmasked Estep 
Score: -11921855.000000 Penalty: 5659.242188
	Iteration 16Q: 3 clusters Score -1.192186e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 83672 members 
Entering Unmasked Estep 
Score: -11922745.000000 Penalty: 5659.242188
	Iteration 17Q: 3 clusters Score -1.192274e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 84777 members 
Entering Unmasked Estep 
Score: -11923356.000000 Penalty: 5659.242188
	Iteration 18Q: 3 clusters Score -1.192336e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 85708 members 
Entering Unmasked Estep 
Score: -11923870.000000 Penalty: 5659.242188
	Iteration 19Q: 3 clusters Score -1.192387e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 86495 members 
Entering Unmasked Estep 
Score: -11924387.000000 Penalty: 5659.242188
	Iteration 20F: 3 clusters Score -1.192439e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 87145 members 
Entering Unmasked Estep 
Score: -11924912.000000 Penalty: 5659.242188
	Iteration 21Q: 3 clusters Score -1.192491e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 87637 members 
Entering Unmasked Estep 
Score: -11925252.000000 Penalty: 5659.242188
	Iteration 22Q: 3 clusters Score -1.192525e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 88005 members 
Entering Unmasked Estep 
Score: -11925491.000000 Penalty: 5659.242188
	Iteration 23Q: 3 clusters Score -1.192549e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -11925613.000000 Penalty: 5659.242188
	Iteration 24Q: 3 clusters Score -1.192561e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 88454 members 
Entering Unmasked Estep 
Score: -11925783.000000 Penalty: 5659.242188
	Iteration 25Q: 3 clusters Score -1.192578e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 88587 members 
Entering Unmasked Estep 
Score: -11925876.000000 Penalty: 5659.242188
	Iteration 26Q: 3 clusters Score -1.192588e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 88677 members 
Entering Unmasked Estep 
Score: -11925960.000000 Penalty: 5659.242188
	Iteration 27Q: 3 clusters Score -1.192596e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 88746 members 
Entering Unmasked Estep 
Score: -11926044.000000 Penalty: 5659.242188
	Iteration 28Q: 3 clusters Score -1.192604e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 88789 members 
Entering Unmasked Estep 
Score: -11926076.000000 Penalty: 5659.242188
	Iteration 29Q: 3 clusters Score -1.192608e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 88825 members 
Entering Unmasked Estep 
Score: -11926131.000000 Penalty: 5659.242188
	Iteration 30Q: 3 clusters Score -1.192613e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -11926164.000000 Penalty: 5659.242188
	Iteration 31Q: 3 clusters Score -1.192616e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 88885 members 
Entering Unmasked Estep 
Score: -11926193.000000 Penalty: 5659.242188
	Iteration 32Q: 3 clusters Score -1.192619e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 88906 members 
Entering Unmasked Estep 
Score: -11926219.000000 Penalty: 5659.242188
	Iteration 33Q: 3 clusters Score -1.192622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 88921 members 
Entering Unmasked Estep 
Score: -11926236.000000 Penalty: 5659.242188
	Iteration 34Q: 3 clusters Score -1.192624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -11926235.000000 Penalty: 5659.242188
	Iteration 35Q: 3 clusters Score -1.192624e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -11926254.000000 Penalty: 5659.242188
	Iteration 36Q: 3 clusters Score -1.192625e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -11926260.000000 Penalty: 5659.242188
	Iteration 37Q: 3 clusters Score -1.192626e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -11926264.000000 Penalty: 5659.242188
	Iteration 38Q: 3 clusters Score -1.192626e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 88958 members 
Entering Unmasked Estep 
Score: -11926287.000000 Penalty: 5659.242188
	Iteration 39Q: 3 clusters Score -1.192629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 88959 members 
Entering Unmasked Estep 
Score: -11926287.000000 Penalty: 5659.242188
	Iteration 40F: 3 clusters Score -1.192629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 88956 members 
Entering Unmasked Estep 
Score: -11926294.000000 Penalty: 5659.242188
	Iteration 41Q: 3 clusters Score -1.192629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 88957 members 
Entering Unmasked Estep 
Score: -11926300.000000 Penalty: 5659.242188
	Iteration 42Q: 3 clusters Score -1.19263e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -11926295.000000 Penalty: 5659.242188
	Iteration 43Q: 3 clusters Score -1.19263e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -11926314.000000 Penalty: 5659.242188
	Iteration 44Q: 3 clusters Score -1.192631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 88975 members 
Entering Unmasked Estep 
Score: -11926310.000000 Penalty: 5659.242188
	Iteration 45Q: 3 clusters Score -1.192631e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -11926307.000000 Penalty: 5659.242188
	Iteration 46Q: 3 clusters Score -1.192631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -11926327.000000 Penalty: 5659.242188
	Iteration 47Q: 3 clusters Score -1.192633e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -11926322.000000 Penalty: 5659.242188
	Iteration 48Q: 3 clusters Score -1.192632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -11926317.000000 Penalty: 5659.242188
	Iteration 49Q: 3 clusters Score -1.192632e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -11926317.000000 Penalty: 5659.242188
	Iteration 50Q: 3 clusters Score -1.192632e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -11926310.000000 Penalty: 5659.242188
	Iteration 51Q: 3 clusters Score -1.192631e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -11926324.000000 Penalty: 5659.242188
	Iteration 52Q: 3 clusters Score -1.192632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 88965 members 
Entering Unmasked Estep 
Score: -11926326.000000 Penalty: 5659.242188
	Iteration 53Q: 3 clusters Score -1.192633e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 88966 members 
Entering Unmasked Estep 
Score: -11926326.000000 Penalty: 5659.242188
	Iteration 54Q: 3 clusters Score -1.192633e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 88970 members 
Entering Unmasked Estep 
Score: -11926332.000000 Penalty: 5659.242188
	Iteration 55Q: 3 clusters Score -1.192633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 88971 members 
Entering Unmasked Estep 
Score: -11926347.000000 Penalty: 5659.242188
	Iteration 56Q: 3 clusters Score -1.192635e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 88970 members 
Entering Unmasked Estep 
Score: -11926348.000000 Penalty: 5659.242188
	Iteration 57Q: 3 clusters Score -1.192635e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -11926343.000000 Penalty: 5659.242188
	Iteration 58Q: 3 clusters Score -1.192634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 88974 members 
Entering Unmasked Estep 
Score: -11926337.000000 Penalty: 5659.242188
	Iteration 59Q: 3 clusters Score -1.192634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 88976 members 
Entering Unmasked Estep 
Score: -11926329.000000 Penalty: 5659.242188
	Iteration 60F: 3 clusters Score -1.192633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -11926331.000000 Penalty: 5659.242188
	Iteration 61Q: 3 clusters Score -1.192633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 88977 members 
Entering Unmasked Estep 
Score: -11926331.000000 Penalty: 5659.242188
	Iteration 62F: 3 clusters Score -1.192633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (92990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92990 members 
Entering Unmasked Estep 
Score: -12819986.000000 Penalty: 2837.181396
	Iteration 0F: 2 clusters Score -1.281999e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46664 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -12757529.000000 Penalty: 5674.362793
	Iteration 0F: 3 clusters Score -1.275753e+07 nChanged 43978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -12782714.000000 Penalty: 5674.362793
	Iteration 1F: 3 clusters Score -1.278271e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 43651 members 
Entering Unmasked Estep 
Score: -12783549.000000 Penalty: 5674.362793
	Iteration 2Q: 3 clusters Score -1.278355e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50644 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -12784615.000000 Penalty: 5674.362793
	Iteration 3Q: 3 clusters Score -1.278462e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -12786018.000000 Penalty: 5674.362793
	Iteration 4Q: 3 clusters Score -1.278602e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54987 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -12788076.000000 Penalty: 5674.362793
	Iteration 5Q: 3 clusters Score -1.278808e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58395 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -12790956.000000 Penalty: 5674.362793
	Iteration 6F: 3 clusters Score -1.279096e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -12794588.000000 Penalty: 5674.362793
	Iteration 7F: 3 clusters Score -1.279459e+07 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67481 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -12799074.000000 Penalty: 5674.362793
	Iteration 8F: 3 clusters Score -1.279907e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72448 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -12803468.000000 Penalty: 5674.362793
	Iteration 9F: 3 clusters Score -1.280347e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77010 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -12807427.000000 Penalty: 5674.362793
	Iteration 10F: 3 clusters Score -1.280743e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80922 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -12810473.000000 Penalty: 5674.362793
	Iteration 11Q: 3 clusters Score -1.281047e+07 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84050 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -12812813.000000 Penalty: 5674.362793
	Iteration 12Q: 3 clusters Score -1.281281e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86411 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -12814489.000000 Penalty: 5674.362793
	Iteration 13Q: 3 clusters Score -1.281449e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -12815543.000000 Penalty: 5674.362793
	Iteration 14Q: 3 clusters Score -1.281554e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89314 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -12816375.000000 Penalty: 5674.362793
	Iteration 15Q: 3 clusters Score -1.281638e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90119 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -12816884.000000 Penalty: 5674.362793
	Iteration 16Q: 3 clusters Score -1.281688e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90651 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -12817197.000000 Penalty: 5674.362793
	Iteration 17Q: 3 clusters Score -1.28172e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -12817401.000000 Penalty: 5674.362793
	Iteration 18Q: 3 clusters Score -1.28174e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91180 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -12817505.000000 Penalty: 5674.362793
	Iteration 19Q: 3 clusters Score -1.28175e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91350 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -12817606.000000 Penalty: 5674.362793
	Iteration 20F: 3 clusters Score -1.281761e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91481 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -12817635.000000 Penalty: 5674.362793
	Iteration 21Q: 3 clusters Score -1.281764e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91581 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -12817706.000000 Penalty: 5674.362793
	Iteration 22Q: 3 clusters Score -1.281771e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91648 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -12817702.000000 Penalty: 5674.362793
	Iteration 23Q: 3 clusters Score -1.28177e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91693 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -12817737.000000 Penalty: 5674.362793
	Iteration 24Q: 3 clusters Score -1.281774e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91741 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -12817764.000000 Penalty: 5674.362793
	Iteration 25Q: 3 clusters Score -1.281776e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91772 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -12817784.000000 Penalty: 5674.362793
	Iteration 26Q: 3 clusters Score -1.281778e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91798 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -12817804.000000 Penalty: 5674.362793
	Iteration 27Q: 3 clusters Score -1.28178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91815 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -12817818.000000 Penalty: 5674.362793
	Iteration 28Q: 3 clusters Score -1.281782e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91830 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -12817813.000000 Penalty: 5674.362793
	Iteration 29Q: 3 clusters Score -1.281781e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -12817809.000000 Penalty: 5674.362793
	Iteration 30Q: 3 clusters Score -1.281781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91846 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -12817815.000000 Penalty: 5674.362793
	Iteration 31Q: 3 clusters Score -1.281782e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91851 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -12817825.000000 Penalty: 5674.362793
	Iteration 32Q: 3 clusters Score -1.281782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91856 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -12817831.000000 Penalty: 5674.362793
	Iteration 33Q: 3 clusters Score -1.281783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91863 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -12817831.000000 Penalty: 5674.362793
	Iteration 34Q: 3 clusters Score -1.281783e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91868 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -12817835.000000 Penalty: 5674.362793
	Iteration 35Q: 3 clusters Score -1.281784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91873 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12817835.000000 Penalty: 5674.362793
	Iteration 36Q: 3 clusters Score -1.281784e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91881 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -12817831.000000 Penalty: 5674.362793
	Iteration 37Q: 3 clusters Score -1.281783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91885 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -12817823.000000 Penalty: 5674.362793
	Iteration 38Q: 3 clusters Score -1.281782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -12817829.000000 Penalty: 5674.362793
	Iteration 39Q: 3 clusters Score -1.281783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91890 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -12817853.000000 Penalty: 5674.362793
	Iteration 40F: 3 clusters Score -1.281785e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91896 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -12817862.000000 Penalty: 5674.362793
	Iteration 41Q: 3 clusters Score -1.281786e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91904 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -12817869.000000 Penalty: 5674.362793
	Iteration 42Q: 3 clusters Score -1.281787e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91913 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -12817878.000000 Penalty: 5674.362793
	Iteration 43Q: 3 clusters Score -1.281788e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91919 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -12817874.000000 Penalty: 5674.362793
	Iteration 44Q: 3 clusters Score -1.281787e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91927 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -12817876.000000 Penalty: 5674.362793
	Iteration 45Q: 3 clusters Score -1.281788e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91931 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -12817880.000000 Penalty: 5674.362793
	Iteration 46Q: 3 clusters Score -1.281788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91931 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -12817881.000000 Penalty: 5674.362793
	Iteration 47Q: 3 clusters Score -1.281788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -12817883.000000 Penalty: 5674.362793
	Iteration 48Q: 3 clusters Score -1.281788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91935 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12817873.000000 Penalty: 5674.362793
	Iteration 49Q: 3 clusters Score -1.281787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91936 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -12817871.000000 Penalty: 5674.362793
	Iteration 50Q: 3 clusters Score -1.281787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91940 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12817892.000000 Penalty: 5674.362793
	Iteration 51Q: 3 clusters Score -1.281789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91941 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -12817891.000000 Penalty: 5674.362793
	Iteration 52Q: 3 clusters Score -1.281789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91944 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12817894.000000 Penalty: 5674.362793
	Iteration 53Q: 3 clusters Score -1.281789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91949 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -12817888.000000 Penalty: 5674.362793
	Iteration 54Q: 3 clusters Score -1.281789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91953 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12817887.000000 Penalty: 5674.362793
	Iteration 55Q: 3 clusters Score -1.281789e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91954 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -12817892.000000 Penalty: 5674.362793
	Iteration 56Q: 3 clusters Score -1.281789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91954 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -12817893.000000 Penalty: 5674.362793
	Iteration 57Q: 3 clusters Score -1.281789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91956 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -12817899.000000 Penalty: 5674.362793
	Iteration 58Q: 3 clusters Score -1.28179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91960 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -12817902.000000 Penalty: 5674.362793
	Iteration 59Q: 3 clusters Score -1.28179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91963 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -12817908.000000 Penalty: 5674.362793
	Iteration 60F: 3 clusters Score -1.281791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12817906.000000 Penalty: 5674.362793
	Iteration 61Q: 3 clusters Score -1.281791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91969 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -12817912.000000 Penalty: 5674.362793
	Iteration 62Q: 3 clusters Score -1.281791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91968 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12817913.000000 Penalty: 5674.362793
	Iteration 63Q: 3 clusters Score -1.281791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91967 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -12817911.000000 Penalty: 5674.362793
	Iteration 64Q: 3 clusters Score -1.281791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91971 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -12817923.000000 Penalty: 5674.362793
	Iteration 65Q: 3 clusters Score -1.281792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -12817926.000000 Penalty: 5674.362793
	Iteration 66Q: 3 clusters Score -1.281793e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91978 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12817928.000000 Penalty: 5674.362793
	Iteration 67Q: 3 clusters Score -1.281793e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91978 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -12817931.000000 Penalty: 5674.362793
	Iteration 68Q: 3 clusters Score -1.281793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91979 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -12817928.000000 Penalty: 5674.362793
	Iteration 69Q: 3 clusters Score -1.281793e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91983 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -12817919.000000 Penalty: 5674.362793
	Iteration 70Q: 3 clusters Score -1.281792e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91986 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12817920.000000 Penalty: 5674.362793
	Iteration 71Q: 3 clusters Score -1.281792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91989 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -12817923.000000 Penalty: 5674.362793
	Iteration 72Q: 3 clusters Score -1.281792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12817923.000000 Penalty: 5674.362793
	Iteration 73Q: 3 clusters Score -1.281792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -12817924.000000 Penalty: 5674.362793
	Iteration 74Q: 3 clusters Score -1.281792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91992 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12817925.000000 Penalty: 5674.362793
	Iteration 75Q: 3 clusters Score -1.281792e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91994 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -12817926.000000 Penalty: 5674.362793
	Iteration 76Q: 3 clusters Score -1.281793e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -12817924.000000 Penalty: 5674.362793
	Iteration 77Q: 3 clusters Score -1.281792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -12817924.000000 Penalty: 5674.362793
	Iteration 78F: 3 clusters Score -1.281792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (142585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142585 members 
Entering Unmasked Estep 
Score: -19821614.000000 Penalty: 2943.187988
	Iteration 0F: 2 clusters Score -1.982161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71326 members 
Mstep: Class 2 contains 71259 members 
Entering Unmasked Estep 
Score: -19727104.000000 Penalty: 5886.375977
	Iteration 0F: 3 clusters Score -1.97271e+07 nChanged 68169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70745 members 
Mstep: Class 2 contains 71840 members 
Entering Unmasked Estep 
Score: -19766954.000000 Penalty: 5886.375977
	Iteration 1F: 3 clusters Score -1.976695e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70075 members 
Mstep: Class 2 contains 72510 members 
Entering Unmasked Estep 
Score: -19768520.000000 Penalty: 5886.375977
	Iteration 2Q: 3 clusters Score -1.976852e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 73511 members 
Entering Unmasked Estep 
Score: -19771054.000000 Penalty: 5886.375977
	Iteration 3Q: 3 clusters Score -1.977105e+07 nChanged 7251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67413 members 
Mstep: Class 2 contains 75172 members 
Entering Unmasked Estep 
Score: -19774932.000000 Penalty: 5886.375977
	Iteration 4F: 3 clusters Score -1.977493e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64795 members 
Mstep: Class 2 contains 77790 members 
Entering Unmasked Estep 
Score: -19780404.000000 Penalty: 5886.375977
	Iteration 5F: 3 clusters Score -1.97804e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 81339 members 
Entering Unmasked Estep 
Score: -19786852.000000 Penalty: 5886.375977
	Iteration 6F: 3 clusters Score -1.978685e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 85423 members 
Entering Unmasked Estep 
Score: -19793532.000000 Penalty: 5886.375977
	Iteration 7F: 3 clusters Score -1.979353e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
Score: -19800068.000000 Penalty: 5886.375977
	Iteration 8F: 3 clusters Score -1.980007e+07 nChanged 7185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 93103 members 
Entering Unmasked Estep 
Score: -19805012.000000 Penalty: 5886.375977
	Iteration 9F: 3 clusters Score -1.980501e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 96036 members 
Entering Unmasked Estep 
Score: -19807710.000000 Penalty: 5886.375977
	Iteration 10Q: 3 clusters Score -1.980771e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 98662 members 
Entering Unmasked Estep 
Score: -19809420.000000 Penalty: 5886.375977
	Iteration 11Q: 3 clusters Score -1.980942e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -19810486.000000 Penalty: 5886.375977
	Iteration 12Q: 3 clusters Score -1.981049e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38956 members 
Mstep: Class 2 contains 103629 members 
Entering Unmasked Estep 
Score: -19811572.000000 Penalty: 5886.375977
	Iteration 13Q: 3 clusters Score -1.981157e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 106024 members 
Entering Unmasked Estep 
Score: -19812704.000000 Penalty: 5886.375977
	Iteration 14Q: 3 clusters Score -1.98127e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 108401 members 
Entering Unmasked Estep 
Score: -19813806.000000 Penalty: 5886.375977
	Iteration 15Q: 3 clusters Score -1.981381e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31896 members 
Mstep: Class 2 contains 110689 members 
Entering Unmasked Estep 
Score: -19814920.000000 Penalty: 5886.375977
	Iteration 16Q: 3 clusters Score -1.981492e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29775 members 
Mstep: Class 2 contains 112810 members 
Entering Unmasked Estep 
Score: -19815836.000000 Penalty: 5886.375977
	Iteration 17Q: 3 clusters Score -1.981584e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 114744 members 
Entering Unmasked Estep 
Score: -19816622.000000 Penalty: 5886.375977
	Iteration 18Q: 3 clusters Score -1.981662e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 116469 members 
Entering Unmasked Estep 
Score: -19817228.000000 Penalty: 5886.375977
	Iteration 19Q: 3 clusters Score -1.981723e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 118121 members 
Entering Unmasked Estep 
Score: -19817840.000000 Penalty: 5886.375977
	Iteration 20F: 3 clusters Score -1.981784e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 119636 members 
Entering Unmasked Estep 
Score: -19818292.000000 Penalty: 5886.375977
	Iteration 21Q: 3 clusters Score -1.981829e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 121053 members 
Entering Unmasked Estep 
Score: -19818776.000000 Penalty: 5886.375977
	Iteration 22Q: 3 clusters Score -1.981878e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 122358 members 
Entering Unmasked Estep 
Score: -19819082.000000 Penalty: 5886.375977
	Iteration 23Q: 3 clusters Score -1.981908e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 123492 members 
Entering Unmasked Estep 
Score: -19819420.000000 Penalty: 5886.375977
	Iteration 24Q: 3 clusters Score -1.981942e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 124535 members 
Entering Unmasked Estep 
Score: -19819692.000000 Penalty: 5886.375977
	Iteration 25Q: 3 clusters Score -1.981969e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 125484 members 
Entering Unmasked Estep 
Score: -19819842.000000 Penalty: 5886.375977
	Iteration 26Q: 3 clusters Score -1.981984e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 126372 members 
Entering Unmasked Estep 
Score: -19820046.000000 Penalty: 5886.375977
	Iteration 27Q: 3 clusters Score -1.982005e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 127198 members 
Entering Unmasked Estep 
Score: -19820322.000000 Penalty: 5886.375977
	Iteration 28Q: 3 clusters Score -1.982032e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 127916 members 
Entering Unmasked Estep 
Score: -19820404.000000 Penalty: 5886.375977
	Iteration 29Q: 3 clusters Score -1.98204e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 128573 members 
Entering Unmasked Estep 
Score: -19820584.000000 Penalty: 5886.375977
	Iteration 30Q: 3 clusters Score -1.982058e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 129187 members 
Entering Unmasked Estep 
Score: -19820770.000000 Penalty: 5886.375977
	Iteration 31Q: 3 clusters Score -1.982077e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 129725 members 
Entering Unmasked Estep 
Score: -19820796.000000 Penalty: 5886.375977
	Iteration 32Q: 3 clusters Score -1.98208e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 130231 members 
Entering Unmasked Estep 
Score: -19820870.000000 Penalty: 5886.375977
	Iteration 33Q: 3 clusters Score -1.982087e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 130721 members 
Entering Unmasked Estep 
Score: -19820962.000000 Penalty: 5886.375977
	Iteration 34Q: 3 clusters Score -1.982096e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 131187 members 
Entering Unmasked Estep 
Score: -19821090.000000 Penalty: 5886.375977
	Iteration 35Q: 3 clusters Score -1.982109e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 131603 members 
Entering Unmasked Estep 
Score: -19821156.000000 Penalty: 5886.375977
	Iteration 36Q: 3 clusters Score -1.982116e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 131972 members 
Entering Unmasked Estep 
Score: -19821202.000000 Penalty: 5886.375977
	Iteration 37Q: 3 clusters Score -1.98212e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 132304 members 
Entering Unmasked Estep 
Score: -19821256.000000 Penalty: 5886.375977
	Iteration 38Q: 3 clusters Score -1.982126e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 132632 members 
Entering Unmasked Estep 
Score: -19821346.000000 Penalty: 5886.375977
	Iteration 39Q: 3 clusters Score -1.982135e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 132933 members 
Entering Unmasked Estep 
Score: -19821416.000000 Penalty: 5886.375977
	Iteration 40F: 3 clusters Score -1.982142e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 133221 members 
Entering Unmasked Estep 
Score: -19821476.000000 Penalty: 5886.375977
	Iteration 41Q: 3 clusters Score -1.982148e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 133458 members 
Entering Unmasked Estep 
Score: -19821518.000000 Penalty: 5886.375977
	Iteration 42Q: 3 clusters Score -1.982152e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 133662 members 
Entering Unmasked Estep 
Score: -19821576.000000 Penalty: 5886.375977
	Iteration 43Q: 3 clusters Score -1.982158e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 133854 members 
Entering Unmasked Estep 
Score: -19821608.000000 Penalty: 5886.375977
	Iteration 44Q: 3 clusters Score -1.982161e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 134019 members 
Entering Unmasked Estep 
Score: -19821644.000000 Penalty: 5886.375977
	Iteration 45Q: 3 clusters Score -1.982164e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 134173 members 
Entering Unmasked Estep 
Score: -19821686.000000 Penalty: 5886.375977
	Iteration 46Q: 3 clusters Score -1.982169e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 134326 members 
Entering Unmasked Estep 
Score: -19821684.000000 Penalty: 5886.375977
	Iteration 47Q: 3 clusters Score -1.982168e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 134446 members 
Entering Unmasked Estep 
Score: -19821730.000000 Penalty: 5886.375977
	Iteration 48Q: 3 clusters Score -1.982173e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 134564 members 
Entering Unmasked Estep 
Score: -19821704.000000 Penalty: 5886.375977
	Iteration 49Q: 3 clusters Score -1.98217e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 134672 members 
Entering Unmasked Estep 
Score: -19821722.000000 Penalty: 5886.375977
	Iteration 50Q: 3 clusters Score -1.982172e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 134779 members 
Entering Unmasked Estep 
Score: -19821704.000000 Penalty: 5886.375977
	Iteration 51Q: 3 clusters Score -1.98217e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 134887 members 
Entering Unmasked Estep 
Score: -19821664.000000 Penalty: 5886.375977
	Iteration 52Q: 3 clusters Score -1.982166e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 134982 members 
Entering Unmasked Estep 
Score: -19821654.000000 Penalty: 5886.375977
	Iteration 53Q: 3 clusters Score -1.982165e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 135062 members 
Entering Unmasked Estep 
Score: -19821658.000000 Penalty: 5886.375977
	Iteration 54Q: 3 clusters Score -1.982166e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 135132 members 
Entering Unmasked Estep 
Score: -19821668.000000 Penalty: 5886.375977
	Iteration 55Q: 3 clusters Score -1.982167e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 135196 members 
Entering Unmasked Estep 
Score: -19821698.000000 Penalty: 5886.375977
	Iteration 56Q: 3 clusters Score -1.98217e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 135255 members 
Entering Unmasked Estep 
Score: -19821718.000000 Penalty: 5886.375977
	Iteration 57Q: 3 clusters Score -1.982172e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 135315 members 
Entering Unmasked Estep 
Score: -19821724.000000 Penalty: 5886.375977
	Iteration 58Q: 3 clusters Score -1.982172e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 135376 members 
Entering Unmasked Estep 
Score: -19821732.000000 Penalty: 5886.375977
	Iteration 59Q: 3 clusters Score -1.982173e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 135423 members 
Entering Unmasked Estep 
Score: -19821720.000000 Penalty: 5886.375977
	Iteration 60F: 3 clusters Score -1.982172e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 135466 members 
Entering Unmasked Estep 
Score: -19821756.000000 Penalty: 5886.375977
	Iteration 61Q: 3 clusters Score -1.982176e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 135508 members 
Entering Unmasked Estep 
Score: -19821764.000000 Penalty: 5886.375977
	Iteration 62Q: 3 clusters Score -1.982176e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 135551 members 
Entering Unmasked Estep 
Score: -19821756.000000 Penalty: 5886.375977
	Iteration 63Q: 3 clusters Score -1.982176e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 135593 members 
Entering Unmasked Estep 
Score: -19821774.000000 Penalty: 5886.375977
	Iteration 64Q: 3 clusters Score -1.982177e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 135627 members 
Entering Unmasked Estep 
Score: -19821774.000000 Penalty: 5886.375977
	Iteration 65Q: 3 clusters Score -1.982177e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 135662 members 
Entering Unmasked Estep 
Score: -19821760.000000 Penalty: 5886.375977
	Iteration 66Q: 3 clusters Score -1.982176e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 135696 members 
Entering Unmasked Estep 
Score: -19821766.000000 Penalty: 5886.375977
	Iteration 67Q: 3 clusters Score -1.982177e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 135728 members 
Entering Unmasked Estep 
Score: -19821782.000000 Penalty: 5886.375977
	Iteration 68Q: 3 clusters Score -1.982178e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 135749 members 
Entering Unmasked Estep 
Score: -19821768.000000 Penalty: 5886.375977
	Iteration 69Q: 3 clusters Score -1.982177e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 135765 members 
Entering Unmasked Estep 
Score: -19821762.000000 Penalty: 5886.375977
	Iteration 70Q: 3 clusters Score -1.982176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 135785 members 
Entering Unmasked Estep 
Score: -19821754.000000 Penalty: 5886.375977
	Iteration 71Q: 3 clusters Score -1.982175e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 135808 members 
Entering Unmasked Estep 
Score: -19821766.000000 Penalty: 5886.375977
	Iteration 72Q: 3 clusters Score -1.982177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 135820 members 
Entering Unmasked Estep 
Score: -19821768.000000 Penalty: 5886.375977
	Iteration 73Q: 3 clusters Score -1.982177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 135832 members 
Entering Unmasked Estep 
Score: -19821772.000000 Penalty: 5886.375977
	Iteration 74Q: 3 clusters Score -1.982177e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 135841 members 
Entering Unmasked Estep 
Score: -19821756.000000 Penalty: 5886.375977
	Iteration 75Q: 3 clusters Score -1.982176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 135851 members 
Entering Unmasked Estep 
Score: -19821756.000000 Penalty: 5886.375977
	Iteration 76Q: 3 clusters Score -1.982176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 135861 members 
Entering Unmasked Estep 
Score: -19821750.000000 Penalty: 5886.375977
	Iteration 77Q: 3 clusters Score -1.982175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 135873 members 
Entering Unmasked Estep 
Score: -19821756.000000 Penalty: 5886.375977
	Iteration 78Q: 3 clusters Score -1.982176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 135884 members 
Entering Unmasked Estep 
Score: -19821776.000000 Penalty: 5886.375977
	Iteration 79Q: 3 clusters Score -1.982178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 135889 members 
Entering Unmasked Estep 
Score: -19821780.000000 Penalty: 5886.375977
	Iteration 80F: 3 clusters Score -1.982178e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 135894 members 
Entering Unmasked Estep 
Score: -19821762.000000 Penalty: 5886.375977
	Iteration 81Q: 3 clusters Score -1.982176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 135896 members 
Entering Unmasked Estep 
Score: -19821768.000000 Penalty: 5886.375977
	Iteration 82Q: 3 clusters Score -1.982177e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 135896 members 
Entering Unmasked Estep 
Score: -19821762.000000 Penalty: 5886.375977
	Iteration 83Q: 3 clusters Score -1.982176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 135897 members 
Entering Unmasked Estep 
Score: -19821770.000000 Penalty: 5886.375977
	Iteration 84Q: 3 clusters Score -1.982177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 135897 members 
Entering Unmasked Estep 
Score: -19821770.000000 Penalty: 5886.375977
	Iteration 85F: 3 clusters Score -1.982177e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 30031 members 
Mstep: Class 4 contains 83255 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 6 contains 24627 members 
Mstep: Class 7 contains 7224 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 60214 members 
Mstep: Class 16 contains 90198 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 92990 members 
Mstep: Class 19 contains 6688 members 
Mstep: Class 20 contains 56645 members 
Mstep: Class 21 contains 235085 members 
Mstep: Class 22 contains 12722 members 
Mstep: Class 23 contains 1335 members 
Mstep: Class 24 contains 47390 members 
Mstep: Class 25 contains 135897 members 
Entering Unmasked Estep 
Score: -122178720.000000 Penalty: 85049.742188
Splitting cluster 19 changes total score from -122178224.000000 to -122178720.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (56645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Entering Unmasked Estep 
Score: -7691852.500000 Penalty: 2714.250732
	Iteration 0F: 2 clusters Score -7691852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -7653855.500000 Penalty: 5428.501465
	Iteration 0F: 3 clusters Score -7653856 nChanged 26147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -7668999.500000 Penalty: 5428.501465
	Iteration 1F: 3 clusters Score -7669000 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -7670172.500000 Penalty: 5428.501465
	Iteration 2Q: 3 clusters Score -7670172 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -7671642.000000 Penalty: 5428.501465
	Iteration 3F: 3 clusters Score -7671642 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -7673698.500000 Penalty: 5428.501465
	Iteration 4F: 3 clusters Score -7673698 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -7676222.000000 Penalty: 5428.501465
	Iteration 5F: 3 clusters Score -7676222 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -7679056.000000 Penalty: 5428.501465
	Iteration 6F: 3 clusters Score -7679056 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -7681704.000000 Penalty: 5428.501465
	Iteration 7F: 3 clusters Score -7681704 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -7683567.500000 Penalty: 5428.501465
	Iteration 8F: 3 clusters Score -7683568 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -7684803.500000 Penalty: 5428.501465
	Iteration 9Q: 3 clusters Score -7684804 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -7685632.500000 Penalty: 5428.501465
	Iteration 10Q: 3 clusters Score -7685632 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -7686189.500000 Penalty: 5428.501465
	Iteration 11Q: 3 clusters Score -7686190 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -7686611.000000 Penalty: 5428.501465
	Iteration 12Q: 3 clusters Score -7686611 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -7686923.500000 Penalty: 5428.501465
	Iteration 13Q: 3 clusters Score -7686924 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -7687130.500000 Penalty: 5428.501465
	Iteration 14Q: 3 clusters Score -7687130 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -7687345.000000 Penalty: 5428.501465
	Iteration 15Q: 3 clusters Score -7687345 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -7687485.000000 Penalty: 5428.501465
	Iteration 16Q: 3 clusters Score -7687485 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7687566 nChanged 513
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7687694 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7687861 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7687964 nChanged 473
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Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7688090 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7688165 nChanged 464
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7688272 nChanged 453
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Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7688351 nChanged 433
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Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7688430 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7688532 nChanged 402
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Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7688624 nChanged 383
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Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7688717 nChanged 345
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Mstep: Class 1 contains 43779 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7688761 nChanged 343
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Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7688813 nChanged 318
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Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7688882 nChanged 289
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Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7688930 nChanged 297
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Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7688968 nChanged 266
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Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7689078 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7689133 nChanged 252
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Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7689190 nChanged 243
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Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7689226 nChanged 217
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Mstep: Class 1 contains 46095 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7689246 nChanged 214
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Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7689290 nChanged 248
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Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7689342 nChanged 217
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7689382 nChanged 203
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Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7689438 nChanged 165
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Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7689467 nChanged 166
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Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7689524 nChanged 138
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Mstep: Class 1 contains 47518 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47643 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 47774 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7689578 nChanged 136
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Mstep: Class 1 contains 47904 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7689594 nChanged 143
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Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7689609 nChanged 130
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Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7689595 nChanged 126
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Entering Unmasked Estep 
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Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7689614 nChanged 101
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Mstep: Class 1 contains 48500 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7689620 nChanged 94
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Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48687 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7689682 nChanged 84
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Mstep: Class 1 contains 48769 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7689690 nChanged 76
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Mstep: Class 1 contains 48841 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7689676 nChanged 65
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Mstep: Class 1 contains 48904 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7689682 nChanged 53
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Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7689670 nChanged 62
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Mstep: Class 1 contains 49015 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7689669 nChanged 69
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Mstep: Class 1 contains 49082 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7689674 nChanged 55
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Mstep: Class 1 contains 49133 members 
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	Iteration 63Q: 3 clusters Score -7689679 nChanged 66
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Mstep: Class 1 contains 49195 members 
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	Iteration 64Q: 3 clusters Score -7689673 nChanged 51
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Mstep: Class 1 contains 49246 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7689672 nChanged 42
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Mstep: Class 1 contains 49286 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7689696 nChanged 43
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Mstep: Class 1 contains 49325 members 
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	Iteration 67Q: 3 clusters Score -7689694 nChanged 38
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Mstep: Class 1 contains 49361 members 
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	Iteration 68Q: 3 clusters Score -7689708 nChanged 44
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7689706 nChanged 41
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7689710 nChanged 39
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Mstep: Class 1 contains 49477 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7689716 nChanged 35
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Mstep: Class 1 contains 49510 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7689735 nChanged 47
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Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7689748 nChanged 45
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Mstep: Class 1 contains 49588 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7689742 nChanged 53
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Mstep: Class 1 contains 49633 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49691 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49807 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7689767 nChanged 49
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Mstep: Class 1 contains 49852 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7689799 nChanged 66
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Mstep: Class 1 contains 49906 members 
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Entering Unmasked Estep 
Score: -7689811.500000 Penalty: 5428.501465
	Iteration 80F: 3 clusters Score -7689812 nChanged 58
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Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7689820 nChanged 71
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Mstep: Class 1 contains 50023 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7689821 nChanged 57
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Mstep: Class 1 contains 50072 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7689828 nChanged 56
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Mstep: Class 1 contains 50118 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7689839 nChanged 50
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Mstep: Class 1 contains 50164 members 
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	Iteration 85Q: 3 clusters Score -7689825 nChanged 47
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Mstep: Class 1 contains 50209 members 
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	Iteration 86Q: 3 clusters Score -7689841 nChanged 56
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Mstep: Class 1 contains 50261 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7689840 nChanged 42
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Mstep: Class 1 contains 50295 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7689838 nChanged 40
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Mstep: Class 1 contains 50333 members 
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	Iteration 89Q: 3 clusters Score -7689838 nChanged 37
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Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 6272 members 
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	Iteration 91Q: 3 clusters Score -7689846 nChanged 16
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Mstep: Class 1 contains 50389 members 
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Mstep: Class 2 contains 6229 members 
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Mstep: Class 1 contains 50432 members 
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Mstep: Class 1 contains 50462 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7689845 nChanged 15
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Mstep: Class 1 contains 50487 members 
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	Iteration 100F: 3 clusters Score -7689864 nChanged 16
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Mstep: Class 1 contains 50518 members 
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	Iteration 101Q: 3 clusters Score -7689866 nChanged 17
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	Iteration 102Q: 3 clusters Score -7689846 nChanged 13
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	Iteration 103Q: 3 clusters Score -7689845 nChanged 14
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	Iteration 106Q: 3 clusters Score -7689854 nChanged 10
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	Iteration 108Q: 3 clusters Score -7689862 nChanged 10
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	Iteration 109Q: 3 clusters Score -7689874 nChanged 13
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Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7689877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7689878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7689880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7689877 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -7689878.500000 Penalty: 5428.501465
	Iteration 114Q: 3 clusters Score -7689878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7689882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7689886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -7689871.500000 Penalty: 5428.501465
	Iteration 117Q: 3 clusters Score -7689872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -7689874.500000 Penalty: 5428.501465
	Iteration 118Q: 3 clusters Score -7689874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50696 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -7689878.500000 Penalty: 5428.501465
	Iteration 119Q: 3 clusters Score -7689878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -7689886.500000 Penalty: 5428.501465
	Iteration 120F: 3 clusters Score -7689886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -7689890.500000 Penalty: 5428.501465
	Iteration 121Q: 3 clusters Score -7689890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -7689885.500000 Penalty: 5428.501465
	Iteration 122Q: 3 clusters Score -7689886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7689885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50753 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -7689883.000000 Penalty: 5428.501465
	Iteration 124Q: 3 clusters Score -7689883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -7689883.000000 Penalty: 5428.501465
	Iteration 125Q: 3 clusters Score -7689883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -7689885.000000 Penalty: 5428.501465
	Iteration 126Q: 3 clusters Score -7689885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -7689889.500000 Penalty: 5428.501465
	Iteration 127Q: 3 clusters Score -7689890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -7689893.000000 Penalty: 5428.501465
	Iteration 128Q: 3 clusters Score -7689893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50768 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -7689890.000000 Penalty: 5428.501465
	Iteration 129Q: 3 clusters Score -7689890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -7689890.500000 Penalty: 5428.501465
	Iteration 130Q: 3 clusters Score -7689890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7689886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -7689890.500000 Penalty: 5428.501465
	Iteration 132Q: 3 clusters Score -7689890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7689882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7689883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -7689885.500000 Penalty: 5428.501465
	Iteration 135Q: 3 clusters Score -7689886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -7689881.500000 Penalty: 5428.501465
	Iteration 136Q: 3 clusters Score -7689882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -7689880.500000 Penalty: 5428.501465
	Iteration 137Q: 3 clusters Score -7689880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -7689879.000000 Penalty: 5428.501465
	Iteration 138Q: 3 clusters Score -7689879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50808 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -7689888.000000 Penalty: 5428.501465
	Iteration 139Q: 3 clusters Score -7689888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -7689881.000000 Penalty: 5428.501465
	Iteration 140F: 3 clusters Score -7689881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7689883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7689879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7689880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50837 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -7689882.500000 Penalty: 5428.501465
	Iteration 144Q: 3 clusters Score -7689882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50842 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7689882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7689886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7689883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -7689875.500000 Penalty: 5428.501465
	Iteration 148Q: 3 clusters Score -7689876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -7689887.000000 Penalty: 5428.501465
	Iteration 149Q: 3 clusters Score -7689887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -7689894.500000 Penalty: 5428.501465
	Iteration 150Q: 3 clusters Score -7689894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50882 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -7689890.000000 Penalty: 5428.501465
	Iteration 151Q: 3 clusters Score -7689890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -7689896.500000 Penalty: 5428.501465
	Iteration 152Q: 3 clusters Score -7689896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -7689892.000000 Penalty: 5428.501465
	Iteration 153Q: 3 clusters Score -7689892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -7689892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -7689903.000000 Penalty: 5428.501465
	Iteration 155Q: 3 clusters Score -7689903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -7689903.000000 Penalty: 5428.501465
	Iteration 156Q: 3 clusters Score -7689903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -7689895.000000 Penalty: 5428.501465
	Iteration 157Q: 3 clusters Score -7689895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -7689904.000000 Penalty: 5428.501465
	Iteration 158Q: 3 clusters Score -7689904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -7689902.000000 Penalty: 5428.501465
	Iteration 159Q: 3 clusters Score -7689902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -7689910.500000 Penalty: 5428.501465
	Iteration 160F: 3 clusters Score -7689910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -7689911.500000 Penalty: 5428.501465
	Iteration 161Q: 3 clusters Score -7689912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -7689916.000000 Penalty: 5428.501465
	Iteration 162Q: 3 clusters Score -7689916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -7689916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -7689920.000000 Penalty: 5428.501465
	Iteration 164Q: 3 clusters Score -7689920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -7689916.500000 Penalty: 5428.501465
	Iteration 165Q: 3 clusters Score -7689916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -7689921.000000 Penalty: 5428.501465
	Iteration 166Q: 3 clusters Score -7689921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -7689934.000000 Penalty: 5428.501465
	Iteration 167Q: 3 clusters Score -7689934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -7689930.000000 Penalty: 5428.501465
	Iteration 168Q: 3 clusters Score -7689930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51062 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -7689928.500000 Penalty: 5428.501465
	Iteration 169Q: 3 clusters Score -7689928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -7689928.000000 Penalty: 5428.501465
	Iteration 170Q: 3 clusters Score -7689928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -7689928.500000 Penalty: 5428.501465
	Iteration 171Q: 3 clusters Score -7689928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -7689942.500000 Penalty: 5428.501465
	Iteration 172Q: 3 clusters Score -7689942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -7689940.000000 Penalty: 5428.501465
	Iteration 173Q: 3 clusters Score -7689940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -7689941.500000 Penalty: 5428.501465
	Iteration 174Q: 3 clusters Score -7689942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51127 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -7689951.000000 Penalty: 5428.501465
	Iteration 175Q: 3 clusters Score -7689951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -7689937.500000 Penalty: 5428.501465
	Iteration 176Q: 3 clusters Score -7689938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -7689939.500000 Penalty: 5428.501465
	Iteration 177Q: 3 clusters Score -7689940 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -7689935.500000 Penalty: 5428.501465
	Iteration 178Q: 3 clusters Score -7689936 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -7689936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -7689943.500000 Penalty: 5428.501465
	Iteration 180F: 3 clusters Score -7689944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51148 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -7689948.000000 Penalty: 5428.501465
	Iteration 181Q: 3 clusters Score -7689948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -7689941.500000 Penalty: 5428.501465
	Iteration 182Q: 3 clusters Score -7689942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -7689935.000000 Penalty: 5428.501465
	Iteration 183Q: 3 clusters Score -7689935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -7689936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51159 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -7689938 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 51159 members 
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Entering Unmasked Estep 
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	Iteration 186F: 3 clusters Score -7689938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (235085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 235085 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -3.275286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 117339 members 
Mstep: Class 2 contains 117746 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3.260365e+07 nChanged 113437
Entering Unmasked Mstep 
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Mstep: Class 1 contains 114474 members 
Mstep: Class 2 contains 120611 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3.267239e+07 nChanged 8122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 112394 members 
Mstep: Class 2 contains 122691 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -3.267486e+07 nChanged 9258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 109476 members 
Mstep: Class 2 contains 125609 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -3.267837e+07 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105298 members 
Mstep: Class 2 contains 129787 members 
Entering Unmasked Estep 
Score: -32683534.000000 Penalty: 6134.380371
	Iteration 4Q: 3 clusters Score -3.268353e+07 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99602 members 
Mstep: Class 2 contains 135483 members 
Entering Unmasked Estep 
Score: -32690882.000000 Penalty: 6134.380371
	Iteration 5F: 3 clusters Score -3.269088e+07 nChanged 14004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 142409 members 
Entering Unmasked Estep 
Score: -32700192.000000 Penalty: 6134.380371
	Iteration 6F: 3 clusters Score -3.270019e+07 nChanged 14790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85984 members 
Mstep: Class 2 contains 149101 members 
Entering Unmasked Estep 
Score: -32710668.000000 Penalty: 6134.380371
	Iteration 7F: 3 clusters Score -3.271067e+07 nChanged 13491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80965 members 
Mstep: Class 2 contains 154120 members 
Entering Unmasked Estep 
Score: -32718686.000000 Penalty: 6134.380371
	Iteration 8F: 3 clusters Score -3.271869e+07 nChanged 10518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77661 members 
Mstep: Class 2 contains 157424 members 
Entering Unmasked Estep 
Score: -32722862.000000 Penalty: 6134.380371
	Iteration 9Q: 3 clusters Score -3.272286e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75195 members 
Mstep: Class 2 contains 159890 members 
Entering Unmasked Estep 
Score: -32724546.000000 Penalty: 6134.380371
	Iteration 10Q: 3 clusters Score -3.272455e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73048 members 
Mstep: Class 2 contains 162037 members 
Entering Unmasked Estep 
Score: -32725592.000000 Penalty: 6134.380371
	Iteration 11Q: 3 clusters Score -3.272559e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71085 members 
Mstep: Class 2 contains 164000 members 
Entering Unmasked Estep 
Score: -32726102.000000 Penalty: 6134.380371
	Iteration 12Q: 3 clusters Score -3.27261e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69083 members 
Mstep: Class 2 contains 166002 members 
Entering Unmasked Estep 
Score: -32726470.000000 Penalty: 6134.380371
	Iteration 13Q: 3 clusters Score -3.272647e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67030 members 
Mstep: Class 2 contains 168055 members 
Entering Unmasked Estep 
Score: -32726870.000000 Penalty: 6134.380371
	Iteration 14Q: 3 clusters Score -3.272687e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64953 members 
Mstep: Class 2 contains 170132 members 
Entering Unmasked Estep 
Score: -32727380.000000 Penalty: 6134.380371
	Iteration 15Q: 3 clusters Score -3.272738e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 172137 members 
Entering Unmasked Estep 
Score: -32728014.000000 Penalty: 6134.380371
	Iteration 16Q: 3 clusters Score -3.272801e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 174009 members 
Entering Unmasked Estep 
Score: -32728448.000000 Penalty: 6134.380371
	Iteration 17Q: 3 clusters Score -3.272845e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59212 members 
Mstep: Class 2 contains 175873 members 
Entering Unmasked Estep 
Score: -32729072.000000 Penalty: 6134.380371
	Iteration 18Q: 3 clusters Score -3.272907e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57344 members 
Mstep: Class 2 contains 177741 members 
Entering Unmasked Estep 
Score: -32729672.000000 Penalty: 6134.380371
	Iteration 19Q: 3 clusters Score -3.272967e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55407 members 
Mstep: Class 2 contains 179678 members 
Entering Unmasked Estep 
Score: -32730132.000000 Penalty: 6134.380371
	Iteration 20F: 3 clusters Score -3.273013e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53512 members 
Mstep: Class 2 contains 181573 members 
Entering Unmasked Estep 
Score: -32730648.000000 Penalty: 6134.380371
	Iteration 21Q: 3 clusters Score -3.273065e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51606 members 
Mstep: Class 2 contains 183479 members 
Entering Unmasked Estep 
Score: -32731016.000000 Penalty: 6134.380371
	Iteration 22Q: 3 clusters Score -3.273102e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 185305 members 
Entering Unmasked Estep 
Score: -32731520.000000 Penalty: 6134.380371
	Iteration 23Q: 3 clusters Score -3.273152e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 187209 members 
Entering Unmasked Estep 
Score: -32732068.000000 Penalty: 6134.380371
	Iteration 24Q: 3 clusters Score -3.273207e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 189186 members 
Entering Unmasked Estep 
Score: -32732530.000000 Penalty: 6134.380371
	Iteration 25Q: 3 clusters Score -3.273253e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 191170 members 
Entering Unmasked Estep 
Score: -32733226.000000 Penalty: 6134.380371
	Iteration 26Q: 3 clusters Score -3.273323e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 193133 members 
Entering Unmasked Estep 
Score: -32733888.000000 Penalty: 6134.380371
	Iteration 27Q: 3 clusters Score -3.273389e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 195123 members 
Entering Unmasked Estep 
Score: -32734536.000000 Penalty: 6134.380371
	Iteration 28Q: 3 clusters Score -3.273454e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 197186 members 
Entering Unmasked Estep 
Score: -32735284.000000 Penalty: 6134.380371
	Iteration 29Q: 3 clusters Score -3.273528e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 199210 members 
Entering Unmasked Estep 
Score: -32736074.000000 Penalty: 6134.380371
	Iteration 30Q: 3 clusters Score -3.273607e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 201209 members 
Entering Unmasked Estep 
Score: -32736634.000000 Penalty: 6134.380371
	Iteration 31Q: 3 clusters Score -3.273663e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 203243 members 
Entering Unmasked Estep 
Score: -32737486.000000 Penalty: 6134.380371
	Iteration 32Q: 3 clusters Score -3.273749e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 205250 members 
Entering Unmasked Estep 
Score: -32738110.000000 Penalty: 6134.380371
	Iteration 33Q: 3 clusters Score -3.273811e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 207236 members 
Entering Unmasked Estep 
Score: -32739004.000000 Penalty: 6134.380371
	Iteration 34Q: 3 clusters Score -3.2739e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 209226 members 
Entering Unmasked Estep 
Score: -32739872.000000 Penalty: 6134.380371
	Iteration 35Q: 3 clusters Score -3.273987e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 211218 members 
Entering Unmasked Estep 
Score: -32740780.000000 Penalty: 6134.380371
	Iteration 36Q: 3 clusters Score -3.274078e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 213167 members 
Entering Unmasked Estep 
Score: -32741794.000000 Penalty: 6134.380371
	Iteration 37Q: 3 clusters Score -3.274179e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 215054 members 
Entering Unmasked Estep 
Score: -32742646.000000 Penalty: 6134.380371
	Iteration 38Q: 3 clusters Score -3.274265e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 216878 members 
Entering Unmasked Estep 
Score: -32743508.000000 Penalty: 6134.380371
	Iteration 39Q: 3 clusters Score -3.274351e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 218630 members 
Entering Unmasked Estep 
Score: -32744250.000000 Penalty: 6134.380371
	Iteration 40F: 3 clusters Score -3.274425e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 220257 members 
Entering Unmasked Estep 
Score: -32744990.000000 Penalty: 6134.380371
	Iteration 41Q: 3 clusters Score -3.274499e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 221774 members 
Entering Unmasked Estep 
Score: -32745674.000000 Penalty: 6134.380371
	Iteration 42Q: 3 clusters Score -3.274567e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 223213 members 
Entering Unmasked Estep 
Score: -32746490.000000 Penalty: 6134.380371
	Iteration 43Q: 3 clusters Score -3.274649e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 224513 members 
Entering Unmasked Estep 
Score: -32747100.000000 Penalty: 6134.380371
	Iteration 44Q: 3 clusters Score -3.27471e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 225716 members 
Entering Unmasked Estep 
Score: -32747606.000000 Penalty: 6134.380371
	Iteration 45Q: 3 clusters Score -3.274761e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 226778 members 
Entering Unmasked Estep 
Score: -32748108.000000 Penalty: 6134.380371
	Iteration 46Q: 3 clusters Score -3.274811e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 227720 members 
Entering Unmasked Estep 
Score: -32748666.000000 Penalty: 6134.380371
	Iteration 47Q: 3 clusters Score -3.274867e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 228558 members 
Entering Unmasked Estep 
Score: -32748998.000000 Penalty: 6134.380371
	Iteration 48Q: 3 clusters Score -3.2749e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 229242 members 
Entering Unmasked Estep 
Score: -32749232.000000 Penalty: 6134.380371
	Iteration 49Q: 3 clusters Score -3.274923e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 229807 members 
Entering Unmasked Estep 
Score: -32749480.000000 Penalty: 6134.380371
	Iteration 50Q: 3 clusters Score -3.274948e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 230273 members 
Entering Unmasked Estep 
Score: -32749800.000000 Penalty: 6134.380371
	Iteration 51Q: 3 clusters Score -3.27498e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 230681 members 
Entering Unmasked Estep 
Score: -32749972.000000 Penalty: 6134.380371
	Iteration 52Q: 3 clusters Score -3.274997e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 231007 members 
Entering Unmasked Estep 
Score: -32750206.000000 Penalty: 6134.380371
	Iteration 53Q: 3 clusters Score -3.275021e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 231286 members 
Entering Unmasked Estep 
Score: -32750314.000000 Penalty: 6134.380371
	Iteration 54Q: 3 clusters Score -3.275031e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 231517 members 
Entering Unmasked Estep 
Score: -32750352.000000 Penalty: 6134.380371
	Iteration 55Q: 3 clusters Score -3.275035e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 231712 members 
Entering Unmasked Estep 
Score: -32750336.000000 Penalty: 6134.380371
	Iteration 56Q: 3 clusters Score -3.275034e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 231858 members 
Entering Unmasked Estep 
Score: -32750394.000000 Penalty: 6134.380371
	Iteration 57Q: 3 clusters Score -3.275039e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 231987 members 
Entering Unmasked Estep 
Score: -32750456.000000 Penalty: 6134.380371
	Iteration 58Q: 3 clusters Score -3.275046e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 232119 members 
Entering Unmasked Estep 
Score: -32750526.000000 Penalty: 6134.380371
	Iteration 59Q: 3 clusters Score -3.275053e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 232205 members 
Entering Unmasked Estep 
Score: -32750544.000000 Penalty: 6134.380371
	Iteration 60F: 3 clusters Score -3.275054e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 232266 members 
Entering Unmasked Estep 
Score: -32750526.000000 Penalty: 6134.380371
	Iteration 61Q: 3 clusters Score -3.275053e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 232315 members 
Entering Unmasked Estep 
Score: -32750554.000000 Penalty: 6134.380371
	Iteration 62Q: 3 clusters Score -3.275055e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 232365 members 
Entering Unmasked Estep 
Score: -32750574.000000 Penalty: 6134.380371
	Iteration 63Q: 3 clusters Score -3.275057e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 232415 members 
Entering Unmasked Estep 
Score: -32750590.000000 Penalty: 6134.380371
	Iteration 64Q: 3 clusters Score -3.275059e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 232453 members 
Entering Unmasked Estep 
Score: -32750632.000000 Penalty: 6134.380371
	Iteration 65Q: 3 clusters Score -3.275063e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 232490 members 
Entering Unmasked Estep 
Score: -32750626.000000 Penalty: 6134.380371
	Iteration 66Q: 3 clusters Score -3.275063e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 232513 members 
Entering Unmasked Estep 
Score: -32750592.000000 Penalty: 6134.380371
	Iteration 67Q: 3 clusters Score -3.275059e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 232542 members 
Entering Unmasked Estep 
Score: -32750590.000000 Penalty: 6134.380371
	Iteration 68Q: 3 clusters Score -3.275059e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 232564 members 
Entering Unmasked Estep 
Score: -32750618.000000 Penalty: 6134.380371
	Iteration 69Q: 3 clusters Score -3.275062e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 232585 members 
Entering Unmasked Estep 
Score: -32750630.000000 Penalty: 6134.380371
	Iteration 70Q: 3 clusters Score -3.275063e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 232602 members 
Entering Unmasked Estep 
Score: -32750632.000000 Penalty: 6134.380371
	Iteration 71Q: 3 clusters Score -3.275063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 232615 members 
Entering Unmasked Estep 
Score: -32750628.000000 Penalty: 6134.380371
	Iteration 72Q: 3 clusters Score -3.275063e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 232624 members 
Entering Unmasked Estep 
Score: -32750636.000000 Penalty: 6134.380371
	Iteration 73Q: 3 clusters Score -3.275064e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 232641 members 
Entering Unmasked Estep 
Score: -32750670.000000 Penalty: 6134.380371
	Iteration 74Q: 3 clusters Score -3.275067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 232654 members 
Entering Unmasked Estep 
Score: -32750668.000000 Penalty: 6134.380371
	Iteration 75Q: 3 clusters Score -3.275067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 232664 members 
Entering Unmasked Estep 
Score: -32750684.000000 Penalty: 6134.380371
	Iteration 76Q: 3 clusters Score -3.275068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 232668 members 
Entering Unmasked Estep 
Score: -32750652.000000 Penalty: 6134.380371
	Iteration 77Q: 3 clusters Score -3.275065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 232669 members 
Entering Unmasked Estep 
Score: -32750680.000000 Penalty: 6134.380371
	Iteration 78Q: 3 clusters Score -3.275068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 232669 members 
Entering Unmasked Estep 
Score: -32750662.000000 Penalty: 6134.380371
	Iteration 79Q: 3 clusters Score -3.275066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 232669 members 
Entering Unmasked Estep 
Score: -32750662.000000 Penalty: 6134.380371
	Iteration 80F: 3 clusters Score -3.275066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 232673 members 
Entering Unmasked Estep 
Score: -32750654.000000 Penalty: 6134.380371
	Iteration 81Q: 3 clusters Score -3.275065e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 232680 members 
Entering Unmasked Estep 
Score: -32750656.000000 Penalty: 6134.380371
	Iteration 82Q: 3 clusters Score -3.275066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 232682 members 
Entering Unmasked Estep 
Score: -32750650.000000 Penalty: 6134.380371
	Iteration 83Q: 3 clusters Score -3.275065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 232685 members 
Entering Unmasked Estep 
Score: -32750668.000000 Penalty: 6134.380371
	Iteration 84Q: 3 clusters Score -3.275067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 232692 members 
Entering Unmasked Estep 
Score: -32750672.000000 Penalty: 6134.380371
	Iteration 85Q: 3 clusters Score -3.275067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 232700 members 
Entering Unmasked Estep 
Score: -32750694.000000 Penalty: 6134.380371
	Iteration 86Q: 3 clusters Score -3.275069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 232711 members 
Entering Unmasked Estep 
Score: -32750686.000000 Penalty: 6134.380371
	Iteration 87Q: 3 clusters Score -3.275069e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 232720 members 
Entering Unmasked Estep 
Score: -32750698.000000 Penalty: 6134.380371
	Iteration 88Q: 3 clusters Score -3.27507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 232728 members 
Entering Unmasked Estep 
Score: -32750688.000000 Penalty: 6134.380371
	Iteration 89Q: 3 clusters Score -3.275069e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 232743 members 
Entering Unmasked Estep 
Score: -32750706.000000 Penalty: 6134.380371
	Iteration 90Q: 3 clusters Score -3.275071e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 232758 members 
Entering Unmasked Estep 
Score: -32750678.000000 Penalty: 6134.380371
	Iteration 91Q: 3 clusters Score -3.275068e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 232779 members 
Entering Unmasked Estep 
Score: -32750698.000000 Penalty: 6134.380371
	Iteration 92Q: 3 clusters Score -3.27507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 232791 members 
Entering Unmasked Estep 
Score: -32750686.000000 Penalty: 6134.380371
	Iteration 93Q: 3 clusters Score -3.275069e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 232801 members 
Entering Unmasked Estep 
Score: -32750704.000000 Penalty: 6134.380371
	Iteration 94Q: 3 clusters Score -3.27507e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 232816 members 
Entering Unmasked Estep 
Score: -32750710.000000 Penalty: 6134.380371
	Iteration 95Q: 3 clusters Score -3.275071e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 232829 members 
Entering Unmasked Estep 
Score: -32750710.000000 Penalty: 6134.380371
	Iteration 96Q: 3 clusters Score -3.275071e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 232845 members 
Entering Unmasked Estep 
Score: -32750690.000000 Penalty: 6134.380371
	Iteration 97Q: 3 clusters Score -3.275069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 232857 members 
Entering Unmasked Estep 
Score: -32750688.000000 Penalty: 6134.380371
	Iteration 98Q: 3 clusters Score -3.275069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 232864 members 
Entering Unmasked Estep 
Score: -32750748.000000 Penalty: 6134.380371
	Iteration 99Q: 3 clusters Score -3.275075e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 232868 members 
Entering Unmasked Estep 
Score: -32750782.000000 Penalty: 6134.380371
	Iteration 100F: 3 clusters Score -3.275078e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 232877 members 
Entering Unmasked Estep 
Score: -32750804.000000 Penalty: 6134.380371
	Iteration 101Q: 3 clusters Score -3.27508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 232884 members 
Entering Unmasked Estep 
Score: -32750784.000000 Penalty: 6134.380371
	Iteration 102Q: 3 clusters Score -3.275078e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 232896 members 
Entering Unmasked Estep 
Score: -32750784.000000 Penalty: 6134.380371
	Iteration 103Q: 3 clusters Score -3.275078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 232906 members 
Entering Unmasked Estep 
Score: -32750788.000000 Penalty: 6134.380371
	Iteration 104Q: 3 clusters Score -3.275079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 232909 members 
Entering Unmasked Estep 
Score: -32750784.000000 Penalty: 6134.380371
	Iteration 105Q: 3 clusters Score -3.275078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 232906 members 
Entering Unmasked Estep 
Score: -32750794.000000 Penalty: 6134.380371
	Iteration 106Q: 3 clusters Score -3.275079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 232914 members 
Entering Unmasked Estep 
Score: -32750806.000000 Penalty: 6134.380371
	Iteration 107Q: 3 clusters Score -3.275081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 232920 members 
Entering Unmasked Estep 
Score: -32750810.000000 Penalty: 6134.380371
	Iteration 108Q: 3 clusters Score -3.275081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 232923 members 
Entering Unmasked Estep 
Score: -32750808.000000 Penalty: 6134.380371
	Iteration 109Q: 3 clusters Score -3.275081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 232923 members 
Entering Unmasked Estep 
Score: -32750808.000000 Penalty: 6134.380371
	Iteration 110Q: 3 clusters Score -3.275081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 232926 members 
Entering Unmasked Estep 
Score: -32750800.000000 Penalty: 6134.380371
	Iteration 111Q: 3 clusters Score -3.27508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 232925 members 
Entering Unmasked Estep 
Score: -32750794.000000 Penalty: 6134.380371
	Iteration 112Q: 3 clusters Score -3.275079e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 232932 members 
Entering Unmasked Estep 
Score: -32750786.000000 Penalty: 6134.380371
	Iteration 113Q: 3 clusters Score -3.275079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 232934 members 
Entering Unmasked Estep 
Score: -32750790.000000 Penalty: 6134.380371
	Iteration 114Q: 3 clusters Score -3.275079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 232939 members 
Entering Unmasked Estep 
Score: -32750812.000000 Penalty: 6134.380371
	Iteration 115Q: 3 clusters Score -3.275081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 232943 members 
Entering Unmasked Estep 
Score: -32750814.000000 Penalty: 6134.380371
	Iteration 116Q: 3 clusters Score -3.275081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 232945 members 
Entering Unmasked Estep 
Score: -32750808.000000 Penalty: 6134.380371
	Iteration 117Q: 3 clusters Score -3.275081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 232946 members 
Entering Unmasked Estep 
Score: -32750820.000000 Penalty: 6134.380371
	Iteration 118Q: 3 clusters Score -3.275082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 232947 members 
Entering Unmasked Estep 
Score: -32750806.000000 Penalty: 6134.380371
	Iteration 119Q: 3 clusters Score -3.275081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 232949 members 
Entering Unmasked Estep 
Score: -32750822.000000 Penalty: 6134.380371
	Iteration 120F: 3 clusters Score -3.275082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -169184.531250 Penalty: 1784.778320
	Iteration 0F: 2 clusters Score -169184.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -167200.328125 Penalty: 3569.556641
	Iteration 0F: 3 clusters Score -167200.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -168513.656250 Penalty: 3569.556641
	Iteration 1F: 3 clusters Score -168513.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -169215.328125 Penalty: 3569.556641
	Iteration 2F: 3 clusters Score -169215.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -170024.218750 Penalty: 3569.556641
	Iteration 3F: 3 clusters Score -170024.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -170758.921875 Penalty: 3569.556641
	Iteration 4F: 3 clusters Score -170758.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -171363.968750 Penalty: 3569.556641
	Iteration 5Q: 3 clusters Score -171364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -172131.843750 Penalty: 3569.556641
	Iteration 6Q: 3 clusters Score -172131.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -172644.515625 Penalty: 3569.556641
	Iteration 7Q: 3 clusters Score -172644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -172644.515625 Penalty: 3569.556641
	Iteration 8F: 3 clusters Score -172644.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 30031 members 
Mstep: Class 4 contains 83255 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 6 contains 24627 members 
Mstep: Class 7 contains 7224 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 9 contains 2046 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 12 contains 206 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 60214 members 
Mstep: Class 16 contains 90198 members 
Mstep: Class 17 contains 383 members 
Mstep: Class 18 contains 92990 members 
Mstep: Class 19 contains 6688 members 
Mstep: Class 20 contains 56645 members 
Mstep: Class 21 contains 235085 members 
Mstep: Class 22 contains 12722 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47390 members 
Mstep: Class 25 contains 135897 members 
Mstep: Class 26 contains 1097 members 
Entering Unmasked Estep 
Score: -122180304.000000 Penalty: 88451.726562
Splitting cluster 23 changes total score from -122178224.000000 to -122180304.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 24 (47390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Entering Unmasked Estep 
Score: -6384729.000000 Penalty: 2670.009277
	Iteration 0F: 2 clusters Score -6384729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -6352851.500000 Penalty: 5340.018555
	Iteration 0F: 3 clusters Score -6352852 nChanged 21648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -6364890.500000 Penalty: 5340.018555
	Iteration 1F: 3 clusters Score -6364890 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -6365650.000000 Penalty: 5340.018555
	Iteration 2Q: 3 clusters Score -6365650 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -6366583.500000 Penalty: 5340.018555
	Iteration 3Q: 3 clusters Score -6366584 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -6367882.500000 Penalty: 5340.018555
	Iteration 4Q: 3 clusters Score -6367882 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -6369390.000000 Penalty: 5340.018555
	Iteration 5F: 3 clusters Score -6369390 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 31448 members 
Entering Unmasked Estep 
Score: -6371075.500000 Penalty: 5340.018555
	Iteration 6F: 3 clusters Score -6371076 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -6372784.500000 Penalty: 5340.018555
	Iteration 7F: 3 clusters Score -6372784 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -6374426.500000 Penalty: 5340.018555
	Iteration 8F: 3 clusters Score -6374426 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -6376076.500000 Penalty: 5340.018555
	Iteration 9Q: 3 clusters Score -6376076 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -6377613.000000 Penalty: 5340.018555
	Iteration 10Q: 3 clusters Score -6377613 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -6378953.500000 Penalty: 5340.018555
	Iteration 11Q: 3 clusters Score -6378954 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -6380040.000000 Penalty: 5340.018555
	Iteration 12Q: 3 clusters Score -6380040 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -6381000.500000 Penalty: 5340.018555
	Iteration 13Q: 3 clusters Score -6381000 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -6381704.000000 Penalty: 5340.018555
	Iteration 14Q: 3 clusters Score -6381704 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -6382201.500000 Penalty: 5340.018555
	Iteration 15Q: 3 clusters Score -6382202 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -6382544.500000 Penalty: 5340.018555
	Iteration 16Q: 3 clusters Score -6382544 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -6382827.500000 Penalty: 5340.018555
	Iteration 17Q: 3 clusters Score -6382828 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -6383030.500000 Penalty: 5340.018555
	Iteration 18Q: 3 clusters Score -6383030 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -6383201.500000 Penalty: 5340.018555
	Iteration 19Q: 3 clusters Score -6383202 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -6383341.500000 Penalty: 5340.018555
	Iteration 20F: 3 clusters Score -6383342 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -6383438.500000 Penalty: 5340.018555
	Iteration 21Q: 3 clusters Score -6383438 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -6383507.000000 Penalty: 5340.018555
	Iteration 22Q: 3 clusters Score -6383507 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -6383588.000000 Penalty: 5340.018555
	Iteration 23Q: 3 clusters Score -6383588 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -6383657.000000 Penalty: 5340.018555
	Iteration 24Q: 3 clusters Score -6383657 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -6383700.500000 Penalty: 5340.018555
	Iteration 25Q: 3 clusters Score -6383700 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -6383749.000000 Penalty: 5340.018555
	Iteration 26Q: 3 clusters Score -6383749 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -6383784.500000 Penalty: 5340.018555
	Iteration 27Q: 3 clusters Score -6383784 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -6383783.500000 Penalty: 5340.018555
	Iteration 28Q: 3 clusters Score -6383784 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 44016 members 
Entering Unmasked Estep 
Score: -6383800.000000 Penalty: 5340.018555
	Iteration 29Q: 3 clusters Score -6383800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 44001 members 
Entering Unmasked Estep 
Score: -6383825.000000 Penalty: 5340.018555
	Iteration 30Q: 3 clusters Score -6383825 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -6383839.500000 Penalty: 5340.018555
	Iteration 31Q: 3 clusters Score -6383840 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -6383856.000000 Penalty: 5340.018555
	Iteration 32Q: 3 clusters Score -6383856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 43930 members 
Entering Unmasked Estep 
Score: -6383856.000000 Penalty: 5340.018555
	Iteration 33Q: 3 clusters Score -6383856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -6383863.000000 Penalty: 5340.018555
	Iteration 34Q: 3 clusters Score -6383863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 43914 members 
Entering Unmasked Estep 
Score: -6383864.000000 Penalty: 5340.018555
	Iteration 35Q: 3 clusters Score -6383864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -6383879.000000 Penalty: 5340.018555
	Iteration 36Q: 3 clusters Score -6383879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -6383888.500000 Penalty: 5340.018555
	Iteration 37Q: 3 clusters Score -6383888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -6383891.500000 Penalty: 5340.018555
	Iteration 38Q: 3 clusters Score -6383892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -6383883.500000 Penalty: 5340.018555
	Iteration 39Q: 3 clusters Score -6383884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -6383883.000000 Penalty: 5340.018555
	Iteration 40F: 3 clusters Score -6383883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -6383879.500000 Penalty: 5340.018555
	Iteration 41Q: 3 clusters Score -6383880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -6383879.000000 Penalty: 5340.018555
	Iteration 42Q: 3 clusters Score -6383879 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -6383887.000000 Penalty: 5340.018555
	Iteration 43Q: 3 clusters Score -6383887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -6383890.000000 Penalty: 5340.018555
	Iteration 44Q: 3 clusters Score -6383890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -6383888.000000 Penalty: 5340.018555
	Iteration 45Q: 3 clusters Score -6383888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -6383884.000000 Penalty: 5340.018555
	Iteration 46Q: 3 clusters Score -6383884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -6383884.000000 Penalty: 5340.018555
	Iteration 47F: 3 clusters Score -6383884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 225 members 
Mstep: Class 3 contains 30031 members 
Mstep: Class 4 contains 83255 members 
Mstep: Class 6 contains 24627 members 
Mstep: Class 7 contains 7224 members 
Mstep: Class 8 contains 6188 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 4225 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 60214 members 
Mstep: Class 16 contains 90198 members 
Mstep: Class 18 contains 92990 members 
Mstep: Class 19 contains 6688 members 
Mstep: Class 20 contains 56645 members 
Mstep: Class 21 contains 235085 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3003.429932 but Gain 3401.984375
Score: -122183936.000000 Penalty: 85049.742188
Iteration 39Q: 26 clusters Score -1.221839e+08 nChanged 9775
Entering Unmasked Mstep 
Mstep: Class 0 contains 170 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 440 members 
Mstep: Class 3 contains 30062 members 
Mstep: Class 4 contains 83180 members 
Mstep: Class 5 contains 1016 members 
Mstep: Class 6 contains 24580 members 
Mstep: Class 7 contains 7139 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 2389 members 
Mstep: Class 10 contains 1709 members 
Mstep: Class 11 contains 4859 members 
Mstep: Class 13 contains 199 members 
Mstep: Class 14 contains 6213 members 
Mstep: Class 15 contains 59306 members 
Mstep: Class 16 contains 90377 members 
Mstep: Class 17 contains 386 members 
Mstep: Class 18 contains 94403 members 
Mstep: Class 19 contains 7123 members 
Mstep: Class 20 contains 56085 members 
Mstep: Class 21 contains 235787 members 
Mstep: Class 22 contains 12368 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47380 members 
Mstep: Class 25 contains 133857 members 
Mstep: Class 26 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122195456.000000 Penalty: 85049.742188
Iteration 40F: 26 clusters Score -1.221955e+08 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 469 members 
Mstep: Class 3 contains 29801 members 
Mstep: Class 4 contains 82163 members 
Mstep: Class 5 contains 1020 members 
Mstep: Class 6 contains 24554 members 
Mstep: Class 7 contains 7061 members 
Mstep: Class 8 contains 6054 members 
Mstep: Class 9 contains 2773 members 
Mstep: Class 10 contains 1604 members 
Mstep: Class 11 contains 5348 members 
Mstep: Class 13 contains 237 members 
Mstep: Class 14 contains 6451 members 
Mstep: Class 15 contains 58343 members 
Mstep: Class 16 contains 90026 members 
Mstep: Class 17 contains 392 members 
Mstep: Class 18 contains 95790 members 
Mstep: Class 19 contains 7427 members 
Mstep: Class 20 contains 55591 members 
Mstep: Class 21 contains 234736 members 
Mstep: Class 22 contains 12810 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47394 members 
Mstep: Class 25 contains 135032 members 
Mstep: Class 26 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122202960.000000 Penalty: 85049.742188
Iteration 41Q: 26 clusters Score -1.22203e+08 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 470 members 
Mstep: Class 3 contains 29550 members 
Mstep: Class 4 contains 81239 members 
Mstep: Class 5 contains 1030 members 
Mstep: Class 6 contains 24536 members 
Mstep: Class 7 contains 7013 members 
Mstep: Class 8 contains 6007 members 
Mstep: Class 9 contains 3094 members 
Mstep: Class 10 contains 1499 members 
Mstep: Class 11 contains 5792 members 
Mstep: Class 13 contains 231 members 
Mstep: Class 14 contains 6624 members 
Mstep: Class 15 contains 57401 members 
Mstep: Class 16 contains 89882 members 
Mstep: Class 17 contains 402 members 
Mstep: Class 18 contains 97232 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 55099 members 
Mstep: Class 21 contains 233762 members 
Mstep: Class 22 contains 13065 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47424 members 
Mstep: Class 25 contains 135976 members 
Mstep: Class 26 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122204072.000000 Penalty: 85049.742188
Iteration 42Q: 26 clusters Score -1.222041e+08 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 471 members 
Mstep: Class 3 contains 29282 members 
Mstep: Class 4 contains 80325 members 
Mstep: Class 5 contains 1041 members 
Mstep: Class 6 contains 24525 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 5959 members 
Mstep: Class 9 contains 3334 members 
Mstep: Class 10 contains 1397 members 
Mstep: Class 11 contains 6208 members 
Mstep: Class 13 contains 229 members 
Mstep: Class 14 contains 6741 members 
Mstep: Class 15 contains 56393 members 
Mstep: Class 16 contains 89782 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 98750 members 
Mstep: Class 19 contains 8092 members 
Mstep: Class 20 contains 54676 members 
Mstep: Class 21 contains 232924 members 
Mstep: Class 22 contains 13311 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47440 members 
Mstep: Class 25 contains 136846 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122205288.000000 Penalty: 85049.742188
Iteration 43Q: 26 clusters Score -1.222053e+08 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 29012 members 
Mstep: Class 4 contains 79414 members 
Mstep: Class 5 contains 1048 members 
Mstep: Class 6 contains 24538 members 
Mstep: Class 7 contains 6957 members 
Mstep: Class 8 contains 5927 members 
Mstep: Class 9 contains 3557 members 
Mstep: Class 10 contains 1313 members 
Mstep: Class 11 contains 6553 members 
Mstep: Class 13 contains 227 members 
Mstep: Class 14 contains 6829 members 
Mstep: Class 15 contains 55281 members 
Mstep: Class 16 contains 89717 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 100409 members 
Mstep: Class 19 contains 8405 members 
Mstep: Class 20 contains 54282 members 
Mstep: Class 21 contains 232089 members 
Mstep: Class 22 contains 13501 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47449 members 
Mstep: Class 25 contains 137727 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122206992.000000 Penalty: 85049.742188
Iteration 44Q: 26 clusters Score -1.22207e+08 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 28762 members 
Mstep: Class 4 contains 78499 members 
Mstep: Class 5 contains 1055 members 
Mstep: Class 6 contains 24562 members 
Mstep: Class 7 contains 6935 members 
Mstep: Class 8 contains 5902 members 
Mstep: Class 9 contains 3759 members 
Mstep: Class 10 contains 1244 members 
Mstep: Class 11 contains 6871 members 
Mstep: Class 13 contains 226 members 
Mstep: Class 14 contains 6892 members 
Mstep: Class 15 contains 54079 members 
Mstep: Class 16 contains 89664 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 102188 members 
Mstep: Class 19 contains 8710 members 
Mstep: Class 20 contains 53887 members 
Mstep: Class 21 contains 231344 members 
Mstep: Class 22 contains 13686 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47458 members 
Mstep: Class 25 contains 138518 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122208456.000000 Penalty: 85049.742188
Iteration 45Q: 26 clusters Score -1.222085e+08 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 28551 members 
Mstep: Class 4 contains 77599 members 
Mstep: Class 5 contains 1062 members 
Mstep: Class 6 contains 24568 members 
Mstep: Class 7 contains 6920 members 
Mstep: Class 8 contains 5886 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 1188 members 
Mstep: Class 11 contains 7149 members 
Mstep: Class 13 contains 225 members 
Mstep: Class 14 contains 6940 members 
Mstep: Class 15 contains 52781 members 
Mstep: Class 16 contains 89679 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 104078 members 
Mstep: Class 19 contains 8995 members 
Mstep: Class 20 contains 53514 members 
Mstep: Class 21 contains 230609 members 
Mstep: Class 22 contains 13830 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47469 members 
Mstep: Class 25 contains 139243 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122209328.000000 Penalty: 85049.742188
Iteration 46Q: 26 clusters Score -1.222093e+08 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 28314 members 
Mstep: Class 4 contains 76730 members 
Mstep: Class 5 contains 1065 members 
Mstep: Class 6 contains 24560 members 
Mstep: Class 7 contains 6902 members 
Mstep: Class 8 contains 5869 members 
Mstep: Class 9 contains 4121 members 
Mstep: Class 10 contains 1154 members 
Mstep: Class 11 contains 7420 members 
Mstep: Class 13 contains 224 members 
Mstep: Class 14 contains 6970 members 
Mstep: Class 15 contains 51422 members 
Mstep: Class 16 contains 89707 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 106121 members 
Mstep: Class 19 contains 9284 members 
Mstep: Class 20 contains 53131 members 
Mstep: Class 21 contains 229891 members 
Mstep: Class 22 contains 13956 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47487 members 
Mstep: Class 25 contains 139922 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122210264.000000 Penalty: 85049.742188
Iteration 47Q: 26 clusters Score -1.222103e+08 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 471 members 
Mstep: Class 3 contains 28088 members 
Mstep: Class 4 contains 75804 members 
Mstep: Class 5 contains 1069 members 
Mstep: Class 6 contains 24524 members 
Mstep: Class 7 contains 6886 members 
Mstep: Class 8 contains 5861 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 10 contains 1137 members 
Mstep: Class 11 contains 7710 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 6986 members 
Mstep: Class 15 contains 49943 members 
Mstep: Class 16 contains 89840 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 108271 members 
Mstep: Class 19 contains 9584 members 
Mstep: Class 20 contains 52770 members 
Mstep: Class 21 contains 229270 members 
Mstep: Class 22 contains 14065 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47508 members 
Mstep: Class 25 contains 140491 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122211344.000000 Penalty: 85049.742188
Iteration 48Q: 26 clusters Score -1.222113e+08 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 471 members 
Mstep: Class 3 contains 27872 members 
Mstep: Class 4 contains 74833 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 24469 members 
Mstep: Class 7 contains 6870 members 
Mstep: Class 8 contains 5863 members 
Mstep: Class 9 contains 4336 members 
Mstep: Class 10 contains 1129 members 
Mstep: Class 11 contains 8007 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 6993 members 
Mstep: Class 15 contains 48518 members 
Mstep: Class 16 contains 90016 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 110390 members 
Mstep: Class 19 contains 9876 members 
Mstep: Class 20 contains 52431 members 
Mstep: Class 21 contains 228652 members 
Mstep: Class 22 contains 14158 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47511 members 
Mstep: Class 25 contains 141037 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122212704.000000 Penalty: 85049.742188
Iteration 49Q: 26 clusters Score -1.222127e+08 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 472 members 
Mstep: Class 3 contains 27659 members 
Mstep: Class 4 contains 73857 members 
Mstep: Class 5 contains 1084 members 
Mstep: Class 6 contains 24410 members 
Mstep: Class 7 contains 6845 members 
Mstep: Class 8 contains 5858 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 1133 members 
Mstep: Class 11 contains 8283 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 6992 members 
Mstep: Class 15 contains 47177 members 
Mstep: Class 16 contains 90207 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 112455 members 
Mstep: Class 19 contains 10196 members 
Mstep: Class 20 contains 52134 members 
Mstep: Class 21 contains 228203 members 
Mstep: Class 22 contains 14223 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47517 members 
Mstep: Class 25 contains 141394 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122214256.000000 Penalty: 85049.742188
Iteration 50Q: 26 clusters Score -1.222143e+08 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 473 members 
Mstep: Class 3 contains 27495 members 
Mstep: Class 4 contains 72879 members 
Mstep: Class 5 contains 1090 members 
Mstep: Class 6 contains 24334 members 
Mstep: Class 7 contains 6824 members 
Mstep: Class 8 contains 5855 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 8558 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 6990 members 
Mstep: Class 15 contains 45895 members 
Mstep: Class 16 contains 90393 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 114497 members 
Mstep: Class 19 contains 10508 members 
Mstep: Class 20 contains 51824 members 
Mstep: Class 21 contains 227777 members 
Mstep: Class 22 contains 14283 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47512 members 
Mstep: Class 25 contains 141692 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122215824.000000 Penalty: 85049.742188
Iteration 51Q: 26 clusters Score -1.222158e+08 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 27320 members 
Mstep: Class 4 contains 71971 members 
Mstep: Class 5 contains 1095 members 
Mstep: Class 6 contains 24302 members 
Mstep: Class 7 contains 6801 members 
Mstep: Class 8 contains 5848 members 
Mstep: Class 9 contains 4563 members 
Mstep: Class 10 contains 1143 members 
Mstep: Class 11 contains 8831 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 6978 members 
Mstep: Class 15 contains 44711 members 
Mstep: Class 16 contains 90631 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 116339 members 
Mstep: Class 19 contains 10818 members 
Mstep: Class 20 contains 51517 members 
Mstep: Class 21 contains 227438 members 
Mstep: Class 22 contains 14330 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47526 members 
Mstep: Class 25 contains 141891 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122216840.000000 Penalty: 85049.742188
Iteration 52Q: 26 clusters Score -1.222168e+08 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 27192 members 
Mstep: Class 4 contains 71035 members 
Mstep: Class 5 contains 1097 members 
Mstep: Class 6 contains 24246 members 
Mstep: Class 7 contains 6784 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 4626 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 9124 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 6967 members 
Mstep: Class 15 contains 43700 members 
Mstep: Class 16 contains 90879 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 117990 members 
Mstep: Class 19 contains 11163 members 
Mstep: Class 20 contains 51178 members 
Mstep: Class 21 contains 227084 members 
Mstep: Class 22 contains 14374 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47544 members 
Mstep: Class 25 contains 142089 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122217600.000000 Penalty: 85049.742188
Iteration 53Q: 26 clusters Score -1.222176e+08 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 27058 members 
Mstep: Class 4 contains 70191 members 
Mstep: Class 5 contains 1099 members 
Mstep: Class 6 contains 24215 members 
Mstep: Class 7 contains 6770 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 4673 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 9423 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 6938 members 
Mstep: Class 15 contains 42821 members 
Mstep: Class 16 contains 91132 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 119426 members 
Mstep: Class 19 contains 11501 members 
Mstep: Class 20 contains 50865 members 
Mstep: Class 21 contains 226734 members 
Mstep: Class 22 contains 14397 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47555 members 
Mstep: Class 25 contains 142271 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122218480.000000 Penalty: 85049.742188
Iteration 54Q: 26 clusters Score -1.222185e+08 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 26926 members 
Mstep: Class 4 contains 69389 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24166 members 
Mstep: Class 7 contains 6761 members 
Mstep: Class 8 contains 5849 members 
Mstep: Class 9 contains 4723 members 
Mstep: Class 10 contains 1150 members 
Mstep: Class 11 contains 9710 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 6915 members 
Mstep: Class 15 contains 42088 members 
Mstep: Class 16 contains 91357 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 120760 members 
Mstep: Class 19 contains 11825 members 
Mstep: Class 20 contains 50541 members 
Mstep: Class 21 contains 226364 members 
Mstep: Class 22 contains 14406 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47579 members 
Mstep: Class 25 contains 142448 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219072.000000 Penalty: 85049.742188
Iteration 55Q: 26 clusters Score -1.222191e+08 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 26816 members 
Mstep: Class 4 contains 68585 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24141 members 
Mstep: Class 7 contains 6750 members 
Mstep: Class 8 contains 5860 members 
Mstep: Class 9 contains 4763 members 
Mstep: Class 10 contains 1152 members 
Mstep: Class 11 contains 9951 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 6870 members 
Mstep: Class 15 contains 41442 members 
Mstep: Class 16 contains 91633 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 121953 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 50279 members 
Mstep: Class 21 contains 225973 members 
Mstep: Class 22 contains 14415 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47591 members 
Mstep: Class 25 contains 142653 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122219944.000000 Penalty: 85049.742188
Iteration 56Q: 26 clusters Score -1.222199e+08 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 26715 members 
Mstep: Class 4 contains 67841 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24120 members 
Mstep: Class 7 contains 6729 members 
Mstep: Class 8 contains 5867 members 
Mstep: Class 9 contains 4792 members 
Mstep: Class 10 contains 1149 members 
Mstep: Class 11 contains 10189 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 6818 members 
Mstep: Class 15 contains 40854 members 
Mstep: Class 16 contains 91893 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 123063 members 
Mstep: Class 19 contains 12433 members 
Mstep: Class 20 contains 50003 members 
Mstep: Class 21 contains 225639 members 
Mstep: Class 22 contains 14411 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47604 members 
Mstep: Class 25 contains 142837 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122220808.000000 Penalty: 85049.742188
Iteration 57Q: 26 clusters Score -1.222208e+08 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 26604 members 
Mstep: Class 4 contains 67090 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24109 members 
Mstep: Class 7 contains 6709 members 
Mstep: Class 8 contains 5866 members 
Mstep: Class 9 contains 4814 members 
Mstep: Class 10 contains 1151 members 
Mstep: Class 11 contains 10425 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 6768 members 
Mstep: Class 15 contains 40341 members 
Mstep: Class 16 contains 92151 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 123996 members 
Mstep: Class 19 contains 12752 members 
Mstep: Class 20 contains 49736 members 
Mstep: Class 21 contains 225378 members 
Mstep: Class 22 contains 14417 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47614 members 
Mstep: Class 25 contains 143036 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122221280.000000 Penalty: 85049.742188
Iteration 58Q: 26 clusters Score -1.222213e+08 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 26519 members 
Mstep: Class 4 contains 66328 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24087 members 
Mstep: Class 7 contains 6693 members 
Mstep: Class 8 contains 5861 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1155 members 
Mstep: Class 11 contains 10643 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 6724 members 
Mstep: Class 15 contains 39915 members 
Mstep: Class 16 contains 92345 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 124893 members 
Mstep: Class 19 contains 13101 members 
Mstep: Class 20 contains 49471 members 
Mstep: Class 21 contains 225164 members 
Mstep: Class 22 contains 14424 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47621 members 
Mstep: Class 25 contains 143180 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122221936.000000 Penalty: 85049.742188
Iteration 59Q: 26 clusters Score -1.222219e+08 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 474 members 
Mstep: Class 3 contains 26444 members 
Mstep: Class 4 contains 65592 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24069 members 
Mstep: Class 7 contains 6678 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 4849 members 
Mstep: Class 10 contains 1157 members 
Mstep: Class 11 contains 10871 members 
Mstep: Class 13 contains 222 members 
Mstep: Class 14 contains 6681 members 
Mstep: Class 15 contains 39547 members 
Mstep: Class 16 contains 92519 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 125747 members 
Mstep: Class 19 contains 13424 members 
Mstep: Class 20 contains 49166 members 
Mstep: Class 21 contains 225018 members 
Mstep: Class 22 contains 14433 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47640 members 
Mstep: Class 25 contains 143270 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122224536.000000 Penalty: 85049.742188
Iteration 60F: 26 clusters Score -1.222245e+08 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 26385 members 
Mstep: Class 4 contains 64844 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24044 members 
Mstep: Class 7 contains 6667 members 
Mstep: Class 8 contains 5843 members 
Mstep: Class 9 contains 4855 members 
Mstep: Class 10 contains 1158 members 
Mstep: Class 11 contains 11115 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 6638 members 
Mstep: Class 15 contains 39206 members 
Mstep: Class 16 contains 92707 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 126567 members 
Mstep: Class 19 contains 13737 members 
Mstep: Class 20 contains 48857 members 
Mstep: Class 21 contains 224931 members 
Mstep: Class 22 contains 14442 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47659 members 
Mstep: Class 25 contains 143302 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 26 clusters Score -1.222259e+08 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 26323 members 
Mstep: Class 4 contains 64156 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24031 members 
Mstep: Class 7 contains 6654 members 
Mstep: Class 8 contains 5840 members 
Mstep: Class 9 contains 4862 members 
Mstep: Class 10 contains 1160 members 
Mstep: Class 11 contains 11354 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 6576 members 
Mstep: Class 15 contains 38891 members 
Mstep: Class 16 contains 92835 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 127311 members 
Mstep: Class 19 contains 14031 members 
Mstep: Class 20 contains 48571 members 
Mstep: Class 21 contains 224869 members 
Mstep: Class 22 contains 14428 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47671 members 
Mstep: Class 25 contains 143394 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
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Iteration 62Q: 26 clusters Score -1.22226e+08 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 26259 members 
Mstep: Class 4 contains 63507 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24027 members 
Mstep: Class 7 contains 6636 members 
Mstep: Class 8 contains 5851 members 
Mstep: Class 9 contains 4878 members 
Mstep: Class 10 contains 1165 members 
Mstep: Class 11 contains 11588 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 38592 members 
Mstep: Class 16 contains 93027 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 128006 members 
Mstep: Class 19 contains 14290 members 
Mstep: Class 20 contains 48246 members 
Mstep: Class 21 contains 224828 members 
Mstep: Class 22 contains 14417 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47690 members 
Mstep: Class 25 contains 143435 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
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Iteration 63Q: 26 clusters Score -1.222258e+08 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 475 members 
Mstep: Class 3 contains 26208 members 
Mstep: Class 4 contains 62870 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24047 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 5859 members 
Mstep: Class 9 contains 4897 members 
Mstep: Class 10 contains 1164 members 
Mstep: Class 11 contains 11798 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 6458 members 
Mstep: Class 15 contains 38312 members 
Mstep: Class 16 contains 93183 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 128667 members 
Mstep: Class 19 contains 14529 members 
Mstep: Class 20 contains 47924 members 
Mstep: Class 21 contains 224819 members 
Mstep: Class 22 contains 14413 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47712 members 
Mstep: Class 25 contains 143482 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
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Iteration 64Q: 26 clusters Score -1.222255e+08 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 26161 members 
Mstep: Class 4 contains 62290 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24060 members 
Mstep: Class 7 contains 6604 members 
Mstep: Class 8 contains 5868 members 
Mstep: Class 9 contains 4925 members 
Mstep: Class 10 contains 1164 members 
Mstep: Class 11 contains 12017 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 6394 members 
Mstep: Class 15 contains 38050 members 
Mstep: Class 16 contains 93338 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 129302 members 
Mstep: Class 19 contains 14810 members 
Mstep: Class 20 contains 47582 members 
Mstep: Class 21 contains 224863 members 
Mstep: Class 22 contains 14387 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47726 members 
Mstep: Class 25 contains 143416 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225480.000000 Penalty: 85049.742188
Iteration 65Q: 26 clusters Score -1.222255e+08 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 26107 members 
Mstep: Class 4 contains 61689 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24108 members 
Mstep: Class 7 contains 6588 members 
Mstep: Class 8 contains 5883 members 
Mstep: Class 9 contains 4944 members 
Mstep: Class 10 contains 1165 members 
Mstep: Class 11 contains 12241 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 6339 members 
Mstep: Class 15 contains 37789 members 
Mstep: Class 16 contains 93455 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 129919 members 
Mstep: Class 19 contains 15097 members 
Mstep: Class 20 contains 47240 members 
Mstep: Class 21 contains 224964 members 
Mstep: Class 22 contains 14351 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47735 members 
Mstep: Class 25 contains 143343 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225424.000000 Penalty: 85049.742188
Iteration 66Q: 26 clusters Score -1.222254e+08 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 26064 members 
Mstep: Class 4 contains 61117 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24133 members 
Mstep: Class 7 contains 6575 members 
Mstep: Class 8 contains 5891 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 1164 members 
Mstep: Class 11 contains 12467 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 6286 members 
Mstep: Class 15 contains 37539 members 
Mstep: Class 16 contains 93591 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 130549 members 
Mstep: Class 19 contains 15365 members 
Mstep: Class 20 contains 46886 members 
Mstep: Class 21 contains 225039 members 
Mstep: Class 22 contains 14313 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47744 members 
Mstep: Class 25 contains 143275 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225312.000000 Penalty: 85049.742188
Iteration 67Q: 26 clusters Score -1.222253e+08 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 26017 members 
Mstep: Class 4 contains 60559 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24160 members 
Mstep: Class 7 contains 6564 members 
Mstep: Class 8 contains 5907 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 12689 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 6218 members 
Mstep: Class 15 contains 37309 members 
Mstep: Class 16 contains 93718 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 131118 members 
Mstep: Class 19 contains 15642 members 
Mstep: Class 20 contains 46577 members 
Mstep: Class 21 contains 225079 members 
Mstep: Class 22 contains 14279 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47742 members 
Mstep: Class 25 contains 143249 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225648.000000 Penalty: 85049.742188
Iteration 68Q: 26 clusters Score -1.222256e+08 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25972 members 
Mstep: Class 4 contains 60039 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24192 members 
Mstep: Class 7 contains 6548 members 
Mstep: Class 8 contains 5921 members 
Mstep: Class 9 contains 4977 members 
Mstep: Class 10 contains 1162 members 
Mstep: Class 11 contains 12914 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 6140 members 
Mstep: Class 15 contains 37093 members 
Mstep: Class 16 contains 93833 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 131659 members 
Mstep: Class 19 contains 15932 members 
Mstep: Class 20 contains 46273 members 
Mstep: Class 21 contains 225118 members 
Mstep: Class 22 contains 14222 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47751 members 
Mstep: Class 25 contains 143212 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122225784.000000 Penalty: 85049.742188
Iteration 69Q: 26 clusters Score -1.222258e+08 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25923 members 
Mstep: Class 4 contains 59558 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24199 members 
Mstep: Class 7 contains 6535 members 
Mstep: Class 8 contains 5934 members 
Mstep: Class 9 contains 4982 members 
Mstep: Class 10 contains 1162 members 
Mstep: Class 11 contains 13098 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 36902 members 
Mstep: Class 16 contains 93974 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 132178 members 
Mstep: Class 19 contains 16192 members 
Mstep: Class 20 contains 45984 members 
Mstep: Class 21 contains 225153 members 
Mstep: Class 22 contains 14180 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47770 members 
Mstep: Class 25 contains 143171 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226600.000000 Penalty: 85049.742188
Iteration 70Q: 26 clusters Score -1.222266e+08 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25866 members 
Mstep: Class 4 contains 59065 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24228 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 5939 members 
Mstep: Class 9 contains 4983 members 
Mstep: Class 10 contains 1162 members 
Mstep: Class 11 contains 13315 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5992 members 
Mstep: Class 15 contains 36692 members 
Mstep: Class 16 contains 94072 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 132705 members 
Mstep: Class 19 contains 16454 members 
Mstep: Class 20 contains 45686 members 
Mstep: Class 21 contains 225197 members 
Mstep: Class 22 contains 14148 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47784 members 
Mstep: Class 25 contains 143152 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226920.000000 Penalty: 85049.742188
Iteration 71Q: 26 clusters Score -1.222269e+08 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25808 members 
Mstep: Class 4 contains 58542 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24244 members 
Mstep: Class 7 contains 6509 members 
Mstep: Class 8 contains 5946 members 
Mstep: Class 9 contains 4991 members 
Mstep: Class 10 contains 1163 members 
Mstep: Class 11 contains 13516 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5917 members 
Mstep: Class 15 contains 36524 members 
Mstep: Class 16 contains 94135 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 133174 members 
Mstep: Class 19 contains 16726 members 
Mstep: Class 20 contains 45415 members 
Mstep: Class 21 contains 225325 members 
Mstep: Class 22 contains 14108 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47802 members 
Mstep: Class 25 contains 143113 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226896.000000 Penalty: 85049.742188
Iteration 72Q: 26 clusters Score -1.222269e+08 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25749 members 
Mstep: Class 4 contains 58036 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24255 members 
Mstep: Class 7 contains 6497 members 
Mstep: Class 8 contains 5953 members 
Mstep: Class 9 contains 5003 members 
Mstep: Class 10 contains 1167 members 
Mstep: Class 11 contains 13708 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5856 members 
Mstep: Class 15 contains 36367 members 
Mstep: Class 16 contains 94220 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 133629 members 
Mstep: Class 19 contains 16999 members 
Mstep: Class 20 contains 45161 members 
Mstep: Class 21 contains 225443 members 
Mstep: Class 22 contains 14072 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47808 members 
Mstep: Class 25 contains 143035 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226976.000000 Penalty: 85049.742188
Iteration 73Q: 26 clusters Score -1.22227e+08 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25707 members 
Mstep: Class 4 contains 57526 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24262 members 
Mstep: Class 7 contains 6483 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 5025 members 
Mstep: Class 10 contains 1169 members 
Mstep: Class 11 contains 13900 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 36240 members 
Mstep: Class 16 contains 94302 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 134071 members 
Mstep: Class 19 contains 17262 members 
Mstep: Class 20 contains 44916 members 
Mstep: Class 21 contains 225525 members 
Mstep: Class 22 contains 14028 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47822 members 
Mstep: Class 25 contains 142975 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226960.000000 Penalty: 85049.742188
Iteration 74Q: 26 clusters Score -1.22227e+08 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25673 members 
Mstep: Class 4 contains 57016 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24280 members 
Mstep: Class 7 contains 6473 members 
Mstep: Class 8 contains 5985 members 
Mstep: Class 9 contains 5039 members 
Mstep: Class 10 contains 1167 members 
Mstep: Class 11 contains 14064 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5710 members 
Mstep: Class 15 contains 36113 members 
Mstep: Class 16 contains 94393 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 134508 members 
Mstep: Class 19 contains 17510 members 
Mstep: Class 20 contains 44673 members 
Mstep: Class 21 contains 225540 members 
Mstep: Class 22 contains 13997 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47835 members 
Mstep: Class 25 contains 142982 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226896.000000 Penalty: 85049.742188
Iteration 75Q: 26 clusters Score -1.222269e+08 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25640 members 
Mstep: Class 4 contains 56553 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24300 members 
Mstep: Class 7 contains 6456 members 
Mstep: Class 8 contains 6001 members 
Mstep: Class 9 contains 5048 members 
Mstep: Class 10 contains 1168 members 
Mstep: Class 11 contains 14221 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5640 members 
Mstep: Class 15 contains 35996 members 
Mstep: Class 16 contains 94508 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 134915 members 
Mstep: Class 19 contains 17754 members 
Mstep: Class 20 contains 44455 members 
Mstep: Class 21 contains 225539 members 
Mstep: Class 22 contains 13946 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47852 members 
Mstep: Class 25 contains 142966 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226920.000000 Penalty: 85049.742188
Iteration 76Q: 26 clusters Score -1.222269e+08 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25589 members 
Mstep: Class 4 contains 56113 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24327 members 
Mstep: Class 7 contains 6431 members 
Mstep: Class 8 contains 6017 members 
Mstep: Class 9 contains 5060 members 
Mstep: Class 10 contains 1170 members 
Mstep: Class 11 contains 14359 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5565 members 
Mstep: Class 15 contains 35891 members 
Mstep: Class 16 contains 94639 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 135334 members 
Mstep: Class 19 contains 17985 members 
Mstep: Class 20 contains 44234 members 
Mstep: Class 21 contains 225569 members 
Mstep: Class 22 contains 13898 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47860 members 
Mstep: Class 25 contains 142917 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122226936.000000 Penalty: 85049.742188
Iteration 77Q: 26 clusters Score -1.222269e+08 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25551 members 
Mstep: Class 4 contains 55664 members 
Mstep: Class 5 contains 1104 members 
Mstep: Class 6 contains 24366 members 
Mstep: Class 7 contains 6398 members 
Mstep: Class 8 contains 6043 members 
Mstep: Class 9 contains 5069 members 
Mstep: Class 10 contains 1174 members 
Mstep: Class 11 contains 14495 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5506 members 
Mstep: Class 15 contains 35761 members 
Mstep: Class 16 contains 94728 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 135738 members 
Mstep: Class 19 contains 18205 members 
Mstep: Class 20 contains 44024 members 
Mstep: Class 21 contains 225614 members 
Mstep: Class 22 contains 13849 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47873 members 
Mstep: Class 25 contains 142900 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122227160.000000 Penalty: 85049.742188
Iteration 78Q: 26 clusters Score -1.222272e+08 nChanged 3461
Entering ConstructFrom: 
Score: -122227160.000000 Penalty: 85049.742188
Entering ConstructFrom: 
Trying to split cluster 1 (255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Entering Unmasked Estep 
Score: -29440.248047 Penalty: 1374.233398
	Iteration 0F: 2 clusters Score -29440.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28217.416016 Penalty: 2748.466797
	Iteration 0F: 3 clusters Score -28217.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28391.476562 Penalty: 2748.466797
	Iteration 1F: 3 clusters Score -28391.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28516.968750 Penalty: 2748.466797
	Iteration 2F: 3 clusters Score -28516.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28604.181641 Penalty: 2748.466797
	Iteration 3Q: 3 clusters Score -28604.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -28637.457031 Penalty: 2748.466797
	Iteration 4Q: 3 clusters Score -28637.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28650.662109 Penalty: 2748.466797
	Iteration 5Q: 3 clusters Score -28650.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28694.869141 Penalty: 2748.466797
	Iteration 6Q: 3 clusters Score -28694.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28741.130859 Penalty: 2748.466797
	Iteration 7Q: 3 clusters Score -28741.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28764.843750 Penalty: 2748.466797
	Iteration 8Q: 3 clusters Score -28764.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28766.884766 Penalty: 2748.466797
	Iteration 9Q: 3 clusters Score -28766.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28766.884766 Penalty: 2748.466797
	Iteration 10F: 3 clusters Score -28766.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Entering Unmasked Estep 
Score: -63289.335938 Penalty: 1529.023560
	Iteration 0F: 2 clusters Score -63289.34 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 249 members 
Entering Unmasked Estep 
Score: -61793.796875 Penalty: 3058.047119
	Iteration 0F: 3 clusters Score -61793.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -61967.246094 Penalty: 3058.047119
	Iteration 1F: 3 clusters Score -61967.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62015.968750 Penalty: 3058.047119
	Iteration 2Q: 3 clusters Score -62015.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62033.976562 Penalty: 3058.047119
	Iteration 3Q: 3 clusters Score -62033.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62038.738281 Penalty: 3058.047119
	Iteration 4Q: 3 clusters Score -62038.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62040.988281 Penalty: 3058.047119
	Iteration 5Q: 3 clusters Score -62040.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62041.613281 Penalty: 3058.047119
	Iteration 6Q: 3 clusters Score -62041.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62047.457031 Penalty: 3058.047119
	Iteration 7Q: 3 clusters Score -62047.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62049.144531 Penalty: 3058.047119
	Iteration 8Q: 3 clusters Score -62049.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62050.425781 Penalty: 3058.047119
	Iteration 9Q: 3 clusters Score -62050.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62050.425781 Penalty: 3058.047119
	Iteration 10F: 3 clusters Score -62050.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Entering Unmasked Estep 
Score: -3575898.000000 Penalty: 2516.675049
	Iteration 0F: 2 clusters Score -3575898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3558291.000000 Penalty: 5033.350098
	Iteration 0F: 3 clusters Score -3558291 nChanged 11362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -3564275.750000 Penalty: 5033.350098
	Iteration 1F: 3 clusters Score -3564276 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -3564678.500000 Penalty: 5033.350098
	Iteration 2Q: 3 clusters Score -3564678 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -3565043.000000 Penalty: 5033.350098
	Iteration 3Q: 3 clusters Score -3565043 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -3565464.250000 Penalty: 5033.350098
	Iteration 4Q: 3 clusters Score -3565464 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -3565952.500000 Penalty: 5033.350098
	Iteration 5Q: 3 clusters Score -3565952 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -3566632.000000 Penalty: 5033.350098
	Iteration 6Q: 3 clusters Score -3566632 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -3567499.250000 Penalty: 5033.350098
	Iteration 7F: 3 clusters Score -3567499 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -3568686.750000 Penalty: 5033.350098
	Iteration 8F: 3 clusters Score -3568687 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -3570016.250000 Penalty: 5033.350098
	Iteration 9F: 3 clusters Score -3570016 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -3571291.000000 Penalty: 5033.350098
	Iteration 10F: 3 clusters Score -3571291 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -3572317.750000 Penalty: 5033.350098
	Iteration 11Q: 3 clusters Score -3572318 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3572974.750000 Penalty: 5033.350098
	Iteration 12Q: 3 clusters Score -3572975 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -3573302.250000 Penalty: 5033.350098
	Iteration 13Q: 3 clusters Score -3573302 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -3573436.250000 Penalty: 5033.350098
	Iteration 14Q: 3 clusters Score -3573436 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -3573546.500000 Penalty: 5033.350098
	Iteration 15Q: 3 clusters Score -3573546 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3573620.000000 Penalty: 5033.350098
	Iteration 16Q: 3 clusters Score -3573620 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -3573662.500000 Penalty: 5033.350098
	Iteration 17Q: 3 clusters Score -3573662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -3573686.750000 Penalty: 5033.350098
	Iteration 18Q: 3 clusters Score -3573687 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -3573715.750000 Penalty: 5033.350098
	Iteration 19Q: 3 clusters Score -3573716 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3573735.750000 Penalty: 5033.350098
	Iteration 20F: 3 clusters Score -3573736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3573749.500000 Penalty: 5033.350098
	Iteration 21Q: 3 clusters Score -3573750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3573758.250000 Penalty: 5033.350098
	Iteration 22Q: 3 clusters Score -3573758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3573765.750000 Penalty: 5033.350098
	Iteration 23Q: 3 clusters Score -3573766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -3573768.750000 Penalty: 5033.350098
	Iteration 24Q: 3 clusters Score -3573769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3573767.000000 Penalty: 5033.350098
	Iteration 25Q: 3 clusters Score -3573767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3573771.000000 Penalty: 5033.350098
	Iteration 26Q: 3 clusters Score -3573771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3573771.000000 Penalty: 5033.350098
	Iteration 27F: 3 clusters Score -3573771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (55175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55175 members 
Entering Unmasked Estep 
Score: -7703787.500000 Penalty: 2707.729736
	Iteration 0F: 2 clusters Score -7703788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -7666804.500000 Penalty: 5415.459473
	Iteration 0F: 3 clusters Score -7666804 nChanged 25578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -7680827.500000 Penalty: 5415.459473
	Iteration 1F: 3 clusters Score -7680828 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 30849 members 
Entering Unmasked Estep 
Score: -7681597.500000 Penalty: 5415.459473
	Iteration 2Q: 3 clusters Score -7681598 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -7682420.000000 Penalty: 5415.459473
	Iteration 3Q: 3 clusters Score -7682420 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -7683833.000000 Penalty: 5415.459473
	Iteration 4F: 3 clusters Score -7683833 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -7686197.000000 Penalty: 5415.459473
	Iteration 5F: 3 clusters Score -7686197 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -7689504.000000 Penalty: 5415.459473
	Iteration 6F: 3 clusters Score -7689504 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -7693586.000000 Penalty: 5415.459473
	Iteration 7F: 3 clusters Score -7693586 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 51375 members 
Entering Unmasked Estep 
Score: -7697511.000000 Penalty: 5415.459473
	Iteration 8F: 3 clusters Score -7697511 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -7699920.000000 Penalty: 5415.459473
	Iteration 9Q: 3 clusters Score -7699920 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -7700815.500000 Penalty: 5415.459473
	Iteration 10Q: 3 clusters Score -7700816 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -7701149.000000 Penalty: 5415.459473
	Iteration 11Q: 3 clusters Score -7701149 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -7701226.000000 Penalty: 5415.459473
	Iteration 12Q: 3 clusters Score -7701226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 54968 members 
Entering Unmasked Estep 
Score: -7701266.000000 Penalty: 5415.459473
	Iteration 13Q: 3 clusters Score -7701266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -7701296.000000 Penalty: 5415.459473
	Iteration 14Q: 3 clusters Score -7701296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -7701310.500000 Penalty: 5415.459473
	Iteration 15Q: 3 clusters Score -7701310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -7701329.000000 Penalty: 5415.459473
	Iteration 16Q: 3 clusters Score -7701329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -7701342.500000 Penalty: 5415.459473
	Iteration 17Q: 3 clusters Score -7701342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 54996 members 
Entering Unmasked Estep 
Score: -7701349.000000 Penalty: 5415.459473
	Iteration 18Q: 3 clusters Score -7701349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -7701356.500000 Penalty: 5415.459473
	Iteration 19Q: 3 clusters Score -7701356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -7701365.000000 Penalty: 5415.459473
	Iteration 20F: 3 clusters Score -7701365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -7701366.500000 Penalty: 5415.459473
	Iteration 21Q: 3 clusters Score -7701366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -7701384.000000 Penalty: 5415.459473
	Iteration 22Q: 3 clusters Score -7701384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -7701384.000000 Penalty: 5415.459473
	Iteration 23Q: 3 clusters Score -7701384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -7701384.000000 Penalty: 5415.459473
	Iteration 24F: 3 clusters Score -7701384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -138572.328125 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -138572.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136754.703125 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -136754.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -137958.140625 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -137958.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -139165.937500 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -139165.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -140153.328125 Penalty: 3475.320801
	Iteration 3F: 3 clusters Score -140153.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -140746.734375 Penalty: 3475.320801
	Iteration 4Q: 3 clusters Score -140746.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -141329.062500 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -141329.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -141443.796875 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -141443.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -141475.187500 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -141475.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -141496.281250 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -141496.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -141498.328125 Penalty: 3475.320801
	Iteration 9F: 3 clusters Score -141498.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -141500.640625 Penalty: 3475.320801
	Iteration 10Q: 3 clusters Score -141500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -141500.640625 Penalty: 3475.320801
	Iteration 11F: 3 clusters Score -141500.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25537 members 
Mstep: Class 4 contains 55175 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 24398 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 6069 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 1173 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5457 members 
Mstep: Class 15 contains 35650 members 
Mstep: Class 16 contains 94784 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 136091 members 
Mstep: Class 19 contains 18447 members 
Mstep: Class 20 contains 43822 members 
Mstep: Class 21 contains 225684 members 
Mstep: Class 22 contains 13814 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47885 members 
Mstep: Class 25 contains 142870 members 
Mstep: Class 26 contains 1093 members 
Entering Unmasked Estep 
Score: -122228160.000000 Penalty: 88451.726562
Splitting cluster 5 changes total score from -122227160.000000 to -122228160.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 6 (24398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Entering Unmasked Estep 
Score: -3063757.250000 Penalty: 2505.359619
	Iteration 0F: 2 clusters Score -3063757 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -3046975.000000 Penalty: 5010.719238
	Iteration 0F: 3 clusters Score -3046975 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3053310.500000 Penalty: 5010.719238
	Iteration 1F: 3 clusters Score -3053310 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3054264.500000 Penalty: 5010.719238
	Iteration 2F: 3 clusters Score -3054264 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -3055383.750000 Penalty: 5010.719238
	Iteration 3F: 3 clusters Score -3055384 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3056472.250000 Penalty: 5010.719238
	Iteration 4F: 3 clusters Score -3056472 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -3057405.000000 Penalty: 5010.719238
	Iteration 5F: 3 clusters Score -3057405 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -3058288.500000 Penalty: 5010.719238
	Iteration 6F: 3 clusters Score -3058288 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3059096.500000 Penalty: 5010.719238
	Iteration 7F: 3 clusters Score -3059096 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3059729.250000 Penalty: 5010.719238
	Iteration 8Q: 3 clusters Score -3059729 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -3060220.750000 Penalty: 5010.719238
	Iteration 9Q: 3 clusters Score -3060221 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -3060565.500000 Penalty: 5010.719238
	Iteration 10Q: 3 clusters Score -3060566 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -3060841.750000 Penalty: 5010.719238
	Iteration 11Q: 3 clusters Score -3060842 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -3061076.500000 Penalty: 5010.719238
	Iteration 12Q: 3 clusters Score -3061076 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -3061272.250000 Penalty: 5010.719238
	Iteration 13Q: 3 clusters Score -3061272 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -3061421.000000 Penalty: 5010.719238
	Iteration 14Q: 3 clusters Score -3061421 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -3061574.250000 Penalty: 5010.719238
	Iteration 15Q: 3 clusters Score -3061574 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -3061707.750000 Penalty: 5010.719238
	Iteration 16Q: 3 clusters Score -3061708 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -3061853.000000 Penalty: 5010.719238
	Iteration 17Q: 3 clusters Score -3061853 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3061981.000000 Penalty: 5010.719238
	Iteration 18Q: 3 clusters Score -3061981 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -3062105.750000 Penalty: 5010.719238
	Iteration 19Q: 3 clusters Score -3062106 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3062219.750000 Penalty: 5010.719238
	Iteration 20F: 3 clusters Score -3062220 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -3062316.250000 Penalty: 5010.719238
	Iteration 21Q: 3 clusters Score -3062316 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -3062397.750000 Penalty: 5010.719238
	Iteration 22Q: 3 clusters Score -3062398 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -3062455.500000 Penalty: 5010.719238
	Iteration 23Q: 3 clusters Score -3062456 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3062507.250000 Penalty: 5010.719238
	Iteration 24Q: 3 clusters Score -3062507 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -3062547.000000 Penalty: 5010.719238
	Iteration 25Q: 3 clusters Score -3062547 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -3062575.000000 Penalty: 5010.719238
	Iteration 26Q: 3 clusters Score -3062575 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -3062609.250000 Penalty: 5010.719238
	Iteration 27Q: 3 clusters Score -3062609 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -3062642.250000 Penalty: 5010.719238
	Iteration 28Q: 3 clusters Score -3062642 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -3062694.000000 Penalty: 5010.719238
	Iteration 29Q: 3 clusters Score -3062694 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -3062730.000000 Penalty: 5010.719238
	Iteration 30Q: 3 clusters Score -3062730 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -3062770.000000 Penalty: 5010.719238
	Iteration 31Q: 3 clusters Score -3062770 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -3062806.000000 Penalty: 5010.719238
	Iteration 32Q: 3 clusters Score -3062806 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -3062842.750000 Penalty: 5010.719238
	Iteration 33Q: 3 clusters Score -3062843 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3062888.750000 Penalty: 5010.719238
	Iteration 34Q: 3 clusters Score -3062889 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -3062959.000000 Penalty: 5010.719238
	Iteration 35Q: 3 clusters Score -3062959 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -3063031.500000 Penalty: 5010.719238
	Iteration 36Q: 3 clusters Score -3063032 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3063135.000000 Penalty: 5010.719238
	Iteration 37Q: 3 clusters Score -3063135 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -3063263.250000 Penalty: 5010.719238
	Iteration 38Q: 3 clusters Score -3063263 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3063374.500000 Penalty: 5010.719238
	Iteration 39Q: 3 clusters Score -3063374 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -3063479.250000 Penalty: 5010.719238
	Iteration 40F: 3 clusters Score -3063479 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3063560.500000 Penalty: 5010.719238
	Iteration 41Q: 3 clusters Score -3063560 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3063601.500000 Penalty: 5010.719238
	Iteration 42Q: 3 clusters Score -3063602 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -3063654.500000 Penalty: 5010.719238
	Iteration 43Q: 3 clusters Score -3063654 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20994 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -3063698.250000 Penalty: 5010.719238
	Iteration 44Q: 3 clusters Score -3063698 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -3063727.750000 Penalty: 5010.719238
	Iteration 45Q: 3 clusters Score -3063728 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3063754.250000 Penalty: 5010.719238
	Iteration 46Q: 3 clusters Score -3063754 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3063758.250000 Penalty: 5010.719238
	Iteration 47Q: 3 clusters Score -3063758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3063763.750000 Penalty: 5010.719238
	Iteration 48Q: 3 clusters Score -3063764 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3063769.250000 Penalty: 5010.719238
	Iteration 49Q: 3 clusters Score -3063769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -3063773.500000 Penalty: 5010.719238
	Iteration 50Q: 3 clusters Score -3063774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3063781.000000 Penalty: 5010.719238
	Iteration 51Q: 3 clusters Score -3063781 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -3063785.000000 Penalty: 5010.719238
	Iteration 52Q: 3 clusters Score -3063785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3063779.250000 Penalty: 5010.719238
	Iteration 53Q: 3 clusters Score -3063779 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3063783.500000 Penalty: 5010.719238
	Iteration 54Q: 3 clusters Score -3063784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3063781.250000 Penalty: 5010.719238
	Iteration 55Q: 3 clusters Score -3063781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -3063780.750000 Penalty: 5010.719238
	Iteration 56Q: 3 clusters Score -3063781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -3063784.500000 Penalty: 5010.719238
	Iteration 57Q: 3 clusters Score -3063784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3063787.750000 Penalty: 5010.719238
	Iteration 58Q: 3 clusters Score -3063788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3063786.250000 Penalty: 5010.719238
	Iteration 59Q: 3 clusters Score -3063786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3063782.500000 Penalty: 5010.719238
	Iteration 60F: 3 clusters Score -3063782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3063785.000000 Penalty: 5010.719238
	Iteration 61Q: 3 clusters Score -3063785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -3063785.000000 Penalty: 5010.719238
	Iteration 62F: 3 clusters Score -3063785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25537 members 
Mstep: Class 4 contains 55175 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 21276 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 6069 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 1173 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5457 members 
Mstep: Class 15 contains 35650 members 
Mstep: Class 16 contains 94784 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 136091 members 
Mstep: Class 19 contains 18447 members 
Mstep: Class 20 contains 43822 members 
Mstep: Class 21 contains 225684 members 
Mstep: Class 22 contains 13814 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47885 members 
Mstep: Class 25 contains 142870 members 
Mstep: Class 26 contains 1093 members 
Mstep: Class 27 contains 3122 members 
Entering Unmasked Estep 
Score: -122227064.000000 Penalty: 91853.718750
Splitting cluster 6 changes total score from -122227160.000000 to -122227064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Entering Unmasked Estep 
Score: -811668.875000 Penalty: 2172.631104
	Iteration 0F: 2 clusters Score -811668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -806299.000000 Penalty: 4345.262207
	Iteration 0F: 3 clusters Score -806299 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -807645.875000 Penalty: 4345.262207
	Iteration 1F: 3 clusters Score -807645.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -807911.437500 Penalty: 4345.262207
	Iteration 2F: 3 clusters Score -807911.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -808148.937500 Penalty: 4345.262207
	Iteration 3F: 3 clusters Score -808148.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -808376.312500 Penalty: 4345.262207
	Iteration 4Q: 3 clusters Score -808376.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -808640.125000 Penalty: 4345.262207
	Iteration 5Q: 3 clusters Score -808640.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -808905.250000 Penalty: 4345.262207
	Iteration 6Q: 3 clusters Score -808905.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -809191.062500 Penalty: 4345.262207
	Iteration 7F: 3 clusters Score -809191.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -809438.625000 Penalty: 4345.262207
	Iteration 8Q: 3 clusters Score -809438.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -809650.812500 Penalty: 4345.262207
	Iteration 9Q: 3 clusters Score -809650.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -809821.937500 Penalty: 4345.262207
	Iteration 10Q: 3 clusters Score -809821.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -809957.937500 Penalty: 4345.262207
	Iteration 11Q: 3 clusters Score -809957.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -810062.875000 Penalty: 4345.262207
	Iteration 12Q: 3 clusters Score -810062.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -810144.937500 Penalty: 4345.262207
	Iteration 13Q: 3 clusters Score -810144.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -810203.750000 Penalty: 4345.262207
	Iteration 14Q: 3 clusters Score -810203.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -810255.812500 Penalty: 4345.262207
	Iteration 15Q: 3 clusters Score -810255.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -810290.937500 Penalty: 4345.262207
	Iteration 16Q: 3 clusters Score -810290.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -810315.812500 Penalty: 4345.262207
	Iteration 17Q: 3 clusters Score -810315.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -810334.375000 Penalty: 4345.262207
	Iteration 18Q: 3 clusters Score -810334.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -810348.625000 Penalty: 4345.262207
	Iteration 19Q: 3 clusters Score -810348.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -810356.500000 Penalty: 4345.262207
	Iteration 20F: 3 clusters Score -810356.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -810364.875000 Penalty: 4345.262207
	Iteration 21Q: 3 clusters Score -810364.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -810372.312500 Penalty: 4345.262207
	Iteration 22Q: 3 clusters Score -810372.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -810374.687500 Penalty: 4345.262207
	Iteration 23Q: 3 clusters Score -810374.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -810376.062500 Penalty: 4345.262207
	Iteration 24Q: 3 clusters Score -810376.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -810377.875000 Penalty: 4345.262207
	Iteration 25Q: 3 clusters Score -810377.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -810378.312500 Penalty: 4345.262207
	Iteration 26Q: 3 clusters Score -810378.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -810381.875000 Penalty: 4345.262207
	Iteration 27Q: 3 clusters Score -810381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -810382.937500 Penalty: 4345.262207
	Iteration 28Q: 3 clusters Score -810382.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -810384.125000 Penalty: 4345.262207
	Iteration 29Q: 3 clusters Score -810384.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -810385.062500 Penalty: 4345.262207
	Iteration 30Q: 3 clusters Score -810385.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -810385.812500 Penalty: 4345.262207
	Iteration 31Q: 3 clusters Score -810385.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -810387.875000 Penalty: 4345.262207
	Iteration 32Q: 3 clusters Score -810387.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -810389.437500 Penalty: 4345.262207
	Iteration 33Q: 3 clusters Score -810389.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -810390.312500 Penalty: 4345.262207
	Iteration 34Q: 3 clusters Score -810390.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -810391.125000 Penalty: 4345.262207
	Iteration 35Q: 3 clusters Score -810391.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -810393.937500 Penalty: 4345.262207
	Iteration 36Q: 3 clusters Score -810393.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -810397.250000 Penalty: 4345.262207
	Iteration 37Q: 3 clusters Score -810397.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -810400.125000 Penalty: 4345.262207
	Iteration 38Q: 3 clusters Score -810400.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -810404.500000 Penalty: 4345.262207
	Iteration 39Q: 3 clusters Score -810404.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -810404.125000 Penalty: 4345.262207
	Iteration 40F: 3 clusters Score -810404.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -810406.000000 Penalty: 4345.262207
	Iteration 41Q: 3 clusters Score -810406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -810406.562500 Penalty: 4345.262207
	Iteration 42Q: 3 clusters Score -810406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -810407.062500 Penalty: 4345.262207
	Iteration 43Q: 3 clusters Score -810407.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -810408.312500 Penalty: 4345.262207
	Iteration 44Q: 3 clusters Score -810408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -810410.500000 Penalty: 4345.262207
	Iteration 45Q: 3 clusters Score -810410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -810410.562500 Penalty: 4345.262207
	Iteration 46Q: 3 clusters Score -810410.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -810410.562500 Penalty: 4345.262207
	Iteration 47F: 3 clusters Score -810410.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Entering Unmasked Estep 
Score: -858780.750000 Penalty: 2160.315430
	Iteration 0F: 2 clusters Score -858780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -853574.187500 Penalty: 4320.630859
	Iteration 0F: 3 clusters Score -853574.2 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -854965.250000 Penalty: 4320.630859
	Iteration 1F: 3 clusters Score -854965.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -855335.687500 Penalty: 4320.630859
	Iteration 2F: 3 clusters Score -855335.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -855622.750000 Penalty: 4320.630859
	Iteration 3F: 3 clusters Score -855622.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -855942.312500 Penalty: 4320.630859
	Iteration 4F: 3 clusters Score -855942.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -856301.125000 Penalty: 4320.630859
	Iteration 5F: 3 clusters Score -856301.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -856642.125000 Penalty: 4320.630859
	Iteration 6F: 3 clusters Score -856642.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -856926.500000 Penalty: 4320.630859
	Iteration 7F: 3 clusters Score -856926.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -857148.437500 Penalty: 4320.630859
	Iteration 8Q: 3 clusters Score -857148.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -857345.687500 Penalty: 4320.630859
	Iteration 9Q: 3 clusters Score -857345.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -857531.875000 Penalty: 4320.630859
	Iteration 10Q: 3 clusters Score -857531.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -857741.000000 Penalty: 4320.630859
	Iteration 11Q: 3 clusters Score -857741 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -857930.812500 Penalty: 4320.630859
	Iteration 12Q: 3 clusters Score -857930.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -858063.937500 Penalty: 4320.630859
	Iteration 13Q: 3 clusters Score -858063.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -858141.875000 Penalty: 4320.630859
	Iteration 14Q: 3 clusters Score -858141.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -858183.062500 Penalty: 4320.630859
	Iteration 15Q: 3 clusters Score -858183.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -858207.937500 Penalty: 4320.630859
	Iteration 16Q: 3 clusters Score -858207.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -858233.250000 Penalty: 4320.630859
	Iteration 17Q: 3 clusters Score -858233.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -858247.375000 Penalty: 4320.630859
	Iteration 18Q: 3 clusters Score -858247.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -858256.437500 Penalty: 4320.630859
	Iteration 19Q: 3 clusters Score -858256.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -858261.250000 Penalty: 4320.630859
	Iteration 20F: 3 clusters Score -858261.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -858265.312500 Penalty: 4320.630859
	Iteration 21Q: 3 clusters Score -858265.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -858267.125000 Penalty: 4320.630859
	Iteration 22Q: 3 clusters Score -858267.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -858276.125000 Penalty: 4320.630859
	Iteration 23Q: 3 clusters Score -858276.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -858298.375000 Penalty: 4320.630859
	Iteration 24Q: 3 clusters Score -858298.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -858340.625000 Penalty: 4320.630859
	Iteration 25Q: 3 clusters Score -858340.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -858377.625000 Penalty: 4320.630859
	Iteration 26Q: 3 clusters Score -858377.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -858416.687500 Penalty: 4320.630859
	Iteration 27Q: 3 clusters Score -858416.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -858445.312500 Penalty: 4320.630859
	Iteration 28Q: 3 clusters Score -858445.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -858451.875000 Penalty: 4320.630859
	Iteration 29Q: 3 clusters Score -858451.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -858452.687500 Penalty: 4320.630859
	Iteration 30Q: 3 clusters Score -858452.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -858455.750000 Penalty: 4320.630859
	Iteration 31Q: 3 clusters Score -858455.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -858456.562500 Penalty: 4320.630859
	Iteration 32Q: 3 clusters Score -858456.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -858455.750000 Penalty: 4320.630859
	Iteration 33Q: 3 clusters Score -858455.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -858455.750000 Penalty: 4320.630859
	Iteration 34F: 3 clusters Score -858455.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Entering Unmasked Estep 
Score: -658209.687500 Penalty: 2115.907471
	Iteration 0F: 2 clusters Score -658209.7 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 2509 members 
Entering Unmasked Estep 
Score: -653785.625000 Penalty: 4231.814941
	Iteration 0F: 3 clusters Score -653785.6 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -655159.187500 Penalty: 4231.814941
	Iteration 1F: 3 clusters Score -655159.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -655626.250000 Penalty: 4231.814941
	Iteration 2F: 3 clusters Score -655626.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -655899.437500 Penalty: 4231.814941
	Iteration 3F: 3 clusters Score -655899.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -656092.437500 Penalty: 4231.814941
	Iteration 4F: 3 clusters Score -656092.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -656260.125000 Penalty: 4231.814941
	Iteration 5Q: 3 clusters Score -656260.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -656373.062500 Penalty: 4231.814941
	Iteration 6Q: 3 clusters Score -656373.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -656448.000000 Penalty: 4231.814941
	Iteration 7Q: 3 clusters Score -656448 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -656517.937500 Penalty: 4231.814941
	Iteration 8Q: 3 clusters Score -656517.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -656586.562500 Penalty: 4231.814941
	Iteration 9Q: 3 clusters Score -656586.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -656637.437500 Penalty: 4231.814941
	Iteration 10Q: 3 clusters Score -656637.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -656675.562500 Penalty: 4231.814941
	Iteration 11Q: 3 clusters Score -656675.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -656712.875000 Penalty: 4231.814941
	Iteration 12Q: 3 clusters Score -656712.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -656744.375000 Penalty: 4231.814941
	Iteration 13Q: 3 clusters Score -656744.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -656769.312500 Penalty: 4231.814941
	Iteration 14Q: 3 clusters Score -656769.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -656788.937500 Penalty: 4231.814941
	Iteration 15Q: 3 clusters Score -656788.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -656804.937500 Penalty: 4231.814941
	Iteration 16Q: 3 clusters Score -656804.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -656829.062500 Penalty: 4231.814941
	Iteration 17Q: 3 clusters Score -656829.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -656851.062500 Penalty: 4231.814941
	Iteration 18Q: 3 clusters Score -656851.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -656872.250000 Penalty: 4231.814941
	Iteration 19Q: 3 clusters Score -656872.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -656891.500000 Penalty: 4231.814941
	Iteration 20F: 3 clusters Score -656891.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -656910.312500 Penalty: 4231.814941
	Iteration 21Q: 3 clusters Score -656910.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -656926.875000 Penalty: 4231.814941
	Iteration 22Q: 3 clusters Score -656926.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -656946.937500 Penalty: 4231.814941
	Iteration 23Q: 3 clusters Score -656946.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -656973.937500 Penalty: 4231.814941
	Iteration 24Q: 3 clusters Score -656973.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -657001.812500 Penalty: 4231.814941
	Iteration 25Q: 3 clusters Score -657001.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -657027.062500 Penalty: 4231.814941
	Iteration 26Q: 3 clusters Score -657027.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -657051.375000 Penalty: 4231.814941
	Iteration 27Q: 3 clusters Score -657051.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -657068.562500 Penalty: 4231.814941
	Iteration 28Q: 3 clusters Score -657068.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -657083.562500 Penalty: 4231.814941
	Iteration 29Q: 3 clusters Score -657083.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -657098.375000 Penalty: 4231.814941
	Iteration 30Q: 3 clusters Score -657098.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -657109.437500 Penalty: 4231.814941
	Iteration 31Q: 3 clusters Score -657109.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -657119.250000 Penalty: 4231.814941
	Iteration 32Q: 3 clusters Score -657119.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -657129.500000 Penalty: 4231.814941
	Iteration 33Q: 3 clusters Score -657129.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -657146.187500 Penalty: 4231.814941
	Iteration 34Q: 3 clusters Score -657146.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -657163.750000 Penalty: 4231.814941
	Iteration 35Q: 3 clusters Score -657163.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -657179.625000 Penalty: 4231.814941
	Iteration 36Q: 3 clusters Score -657179.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -657189.875000 Penalty: 4231.814941
	Iteration 37Q: 3 clusters Score -657189.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -657199.562500 Penalty: 4231.814941
	Iteration 38Q: 3 clusters Score -657199.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -657207.500000 Penalty: 4231.814941
	Iteration 39Q: 3 clusters Score -657207.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -657212.812500 Penalty: 4231.814941
	Iteration 40F: 3 clusters Score -657212.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -657221.937500 Penalty: 4231.814941
	Iteration 41Q: 3 clusters Score -657221.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -657227.312500 Penalty: 4231.814941
	Iteration 42Q: 3 clusters Score -657227.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -657232.375000 Penalty: 4231.814941
	Iteration 43Q: 3 clusters Score -657232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -657235.250000 Penalty: 4231.814941
	Iteration 44Q: 3 clusters Score -657235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -657237.875000 Penalty: 4231.814941
	Iteration 45Q: 3 clusters Score -657237.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -657238.937500 Penalty: 4231.814941
	Iteration 46Q: 3 clusters Score -657238.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -657242.375000 Penalty: 4231.814941
	Iteration 47Q: 3 clusters Score -657242.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -657247.187500 Penalty: 4231.814941
	Iteration 48Q: 3 clusters Score -657247.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -657247.875000 Penalty: 4231.814941
	Iteration 49Q: 3 clusters Score -657247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -657249.062500 Penalty: 4231.814941
	Iteration 50Q: 3 clusters Score -657249.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -657249.437500 Penalty: 4231.814941
	Iteration 51Q: 3 clusters Score -657249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -657251.625000 Penalty: 4231.814941
	Iteration 52Q: 3 clusters Score -657251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -657251.625000 Penalty: 4231.814941
	Iteration 53Q: 3 clusters Score -657251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -657251.625000 Penalty: 4231.814941
	Iteration 54Q: 3 clusters Score -657251.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -657251.625000 Penalty: 4231.814941
	Iteration 55F: 3 clusters Score -657251.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -159074.421875 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -159074.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -156988.921875 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -156988.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -157353.671875 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -157353.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -157472.031250 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -157472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -157572.203125 Penalty: 3505.390625
	Iteration 3Q: 3 clusters Score -157572.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -157638.968750 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -157639 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -157678.796875 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -157678.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -157703.203125 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -157703.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -157723.921875 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -157723.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -157736.203125 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -157736.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -157750.968750 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -157751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -157759.500000 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -157759.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -157764.828125 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -157764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -157765.578125 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -157765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -157765.578125 Penalty: 3505.390625
	Iteration 13F: 3 clusters Score -157765.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Entering Unmasked Estep 
Score: -1973311.750000 Penalty: 2378.864502
	Iteration 0F: 2 clusters Score -1973312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1962747.250000 Penalty: 4757.729004
	Iteration 0F: 3 clusters Score -1962747 nChanged 6222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1966218.250000 Penalty: 4757.729004
	Iteration 1F: 3 clusters Score -1966218 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1966747.375000 Penalty: 4757.729004
	Iteration 2F: 3 clusters Score -1966747 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1967162.375000 Penalty: 4757.729004
	Iteration 3F: 3 clusters Score -1967162 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1967485.375000 Penalty: 4757.729004
	Iteration 4Q: 3 clusters Score -1967485 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1967739.500000 Penalty: 4757.729004
	Iteration 5Q: 3 clusters Score -1967740 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1967953.500000 Penalty: 4757.729004
	Iteration 6Q: 3 clusters Score -1967954 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1968165.000000 Penalty: 4757.729004
	Iteration 7Q: 3 clusters Score -1968165 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1968354.250000 Penalty: 4757.729004
	Iteration 8Q: 3 clusters Score -1968354 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1968516.875000 Penalty: 4757.729004
	Iteration 9Q: 3 clusters Score -1968517 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1968654.375000 Penalty: 4757.729004
	Iteration 10Q: 3 clusters Score -1968654 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1968777.250000 Penalty: 4757.729004
	Iteration 11Q: 3 clusters Score -1968777 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1968893.500000 Penalty: 4757.729004
	Iteration 12Q: 3 clusters Score -1968894 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1969035.625000 Penalty: 4757.729004
	Iteration 13Q: 3 clusters Score -1969036 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -1969184.875000 Penalty: 4757.729004
	Iteration 14Q: 3 clusters Score -1969185 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1969370.000000 Penalty: 4757.729004
	Iteration 15Q: 3 clusters Score -1969370 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1969581.000000 Penalty: 4757.729004
	Iteration 16Q: 3 clusters Score -1969581 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1969826.750000 Penalty: 4757.729004
	Iteration 17Q: 3 clusters Score -1969827 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1970085.000000 Penalty: 4757.729004
	Iteration 18Q: 3 clusters Score -1970085 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1970364.750000 Penalty: 4757.729004
	Iteration 19Q: 3 clusters Score -1970365 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1970665.375000 Penalty: 4757.729004
	Iteration 20F: 3 clusters Score -1970665 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1970961.875000 Penalty: 4757.729004
	Iteration 21Q: 3 clusters Score -1970962 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1971264.000000 Penalty: 4757.729004
	Iteration 22Q: 3 clusters Score -1971264 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1971566.125000 Penalty: 4757.729004
	Iteration 23Q: 3 clusters Score -1971566 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1971864.750000 Penalty: 4757.729004
	Iteration 24Q: 3 clusters Score -1971865 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1972214.125000 Penalty: 4757.729004
	Iteration 25Q: 3 clusters Score -1972214 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1972598.000000 Penalty: 4757.729004
	Iteration 26Q: 3 clusters Score -1972598 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1972996.500000 Penalty: 4757.729004
	Iteration 27Q: 3 clusters Score -1972996 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1973352.000000 Penalty: 4757.729004
	Iteration 28Q: 3 clusters Score -1973352 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1973583.125000 Penalty: 4757.729004
	Iteration 29Q: 3 clusters Score -1973583 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1973695.500000 Penalty: 4757.729004
	Iteration 30Q: 3 clusters Score -1973696 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1973745.750000 Penalty: 4757.729004
	Iteration 31Q: 3 clusters Score -1973746 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1973774.500000 Penalty: 4757.729004
	Iteration 32Q: 3 clusters Score -1973774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1973780.125000 Penalty: 4757.729004
	Iteration 33Q: 3 clusters Score -1973780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1973783.750000 Penalty: 4757.729004
	Iteration 34Q: 3 clusters Score -1973784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1973784.000000 Penalty: 4757.729004
	Iteration 35Q: 3 clusters Score -1973784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1973787.000000 Penalty: 4757.729004
	Iteration 36Q: 3 clusters Score -1973787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1973783.000000 Penalty: 4757.729004
	Iteration 37Q: 3 clusters Score -1973783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1973785.250000 Penalty: 4757.729004
	Iteration 38Q: 3 clusters Score -1973785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1973788.000000 Penalty: 4757.729004
	Iteration 39Q: 3 clusters Score -1973788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1973794.500000 Penalty: 4757.729004
	Iteration 40F: 3 clusters Score -1973794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1973796.125000 Penalty: 4757.729004
	Iteration 41Q: 3 clusters Score -1973796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1973794.375000 Penalty: 4757.729004
	Iteration 42Q: 3 clusters Score -1973794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1973795.250000 Penalty: 4757.729004
	Iteration 43Q: 3 clusters Score -1973795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1973794.000000 Penalty: 4757.729004
	Iteration 44Q: 3 clusters Score -1973794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1973794.000000 Penalty: 4757.729004
	Iteration 45Q: 3 clusters Score -1973794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1973791.000000 Penalty: 4757.729004
	Iteration 46Q: 3 clusters Score -1973791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1973793.125000 Penalty: 4757.729004
	Iteration 47Q: 3 clusters Score -1973793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1973792.875000 Penalty: 4757.729004
	Iteration 48Q: 3 clusters Score -1973793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1973792.375000 Penalty: 4757.729004
	Iteration 49Q: 3 clusters Score -1973792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1973794.500000 Penalty: 4757.729004
	Iteration 50Q: 3 clusters Score -1973794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1973794.500000 Penalty: 4757.729004
	Iteration 51F: 3 clusters Score -1973794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25537 members 
Mstep: Class 4 contains 55175 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 24398 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 6069 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 1173 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5457 members 
Mstep: Class 15 contains 35650 members 
Mstep: Class 16 contains 94784 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 136091 members 
Mstep: Class 19 contains 18447 members 
Mstep: Class 20 contains 43822 members 
Mstep: Class 21 contains 225684 members 
Mstep: Class 22 contains 13814 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47885 members 
Mstep: Class 25 contains 142870 members 
Mstep: Class 26 contains 1093 members 
Mstep: Class 27 contains 5082 members 
Entering Unmasked Estep 
Score: -122227800.000000 Penalty: 91853.718750
Splitting cluster 11 changes total score from -122227160.000000 to -122227800.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 13 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -27569.130859 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -27569.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26360.519531 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -26360.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26503.015625 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -26503.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26598.841797 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -26598.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26637.853516 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -26637.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26663.160156 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -26663.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26674.595703 Penalty: 2728.624268
	Iteration 5Q: 3 clusters Score -26674.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26686.119141 Penalty: 2728.624268
	Iteration 6Q: 3 clusters Score -26686.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26686.119141 Penalty: 2728.624268
	Iteration 7F: 3 clusters Score -26686.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Entering Unmasked Estep 
Score: -751268.437500 Penalty: 2133.954346
	Iteration 0F: 2 clusters Score -751268.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -746475.375000 Penalty: 4267.908691
	Iteration 0F: 3 clusters Score -746475.4 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -747599.437500 Penalty: 4267.908691
	Iteration 1F: 3 clusters Score -747599.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -747783.187500 Penalty: 4267.908691
	Iteration 2F: 3 clusters Score -747783.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -747893.437500 Penalty: 4267.908691
	Iteration 3Q: 3 clusters Score -747893.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -747974.500000 Penalty: 4267.908691
	Iteration 4Q: 3 clusters Score -747974.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -748044.062500 Penalty: 4267.908691
	Iteration 5Q: 3 clusters Score -748044.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -748093.750000 Penalty: 4267.908691
	Iteration 6Q: 3 clusters Score -748093.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -748142.000000 Penalty: 4267.908691
	Iteration 7Q: 3 clusters Score -748142 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -748192.000000 Penalty: 4267.908691
	Iteration 8Q: 3 clusters Score -748192 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -748246.250000 Penalty: 4267.908691
	Iteration 9Q: 3 clusters Score -748246.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -748331.625000 Penalty: 4267.908691
	Iteration 10Q: 3 clusters Score -748331.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -748435.250000 Penalty: 4267.908691
	Iteration 11Q: 3 clusters Score -748435.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -748553.500000 Penalty: 4267.908691
	Iteration 12Q: 3 clusters Score -748553.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -748687.875000 Penalty: 4267.908691
	Iteration 13Q: 3 clusters Score -748687.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -748851.687500 Penalty: 4267.908691
	Iteration 14Q: 3 clusters Score -748851.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -749036.437500 Penalty: 4267.908691
	Iteration 15Q: 3 clusters Score -749036.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -749225.750000 Penalty: 4267.908691
	Iteration 16Q: 3 clusters Score -749225.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -749383.562500 Penalty: 4267.908691
	Iteration 17Q: 3 clusters Score -749383.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -749534.562500 Penalty: 4267.908691
	Iteration 18Q: 3 clusters Score -749534.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -749671.187500 Penalty: 4267.908691
	Iteration 19Q: 3 clusters Score -749671.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -749778.687500 Penalty: 4267.908691
	Iteration 20F: 3 clusters Score -749778.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -749889.375000 Penalty: 4267.908691
	Iteration 21Q: 3 clusters Score -749889.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -749966.375000 Penalty: 4267.908691
	Iteration 22Q: 3 clusters Score -749966.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -750025.750000 Penalty: 4267.908691
	Iteration 23Q: 3 clusters Score -750025.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -750072.312500 Penalty: 4267.908691
	Iteration 24Q: 3 clusters Score -750072.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -750098.125000 Penalty: 4267.908691
	Iteration 25Q: 3 clusters Score -750098.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -750121.937500 Penalty: 4267.908691
	Iteration 26Q: 3 clusters Score -750121.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -750144.312500 Penalty: 4267.908691
	Iteration 27Q: 3 clusters Score -750144.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -750166.687500 Penalty: 4267.908691
	Iteration 28Q: 3 clusters Score -750166.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -750181.125000 Penalty: 4267.908691
	Iteration 29Q: 3 clusters Score -750181.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -750194.000000 Penalty: 4267.908691
	Iteration 30Q: 3 clusters Score -750194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -750201.750000 Penalty: 4267.908691
	Iteration 31Q: 3 clusters Score -750201.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -750212.312500 Penalty: 4267.908691
	Iteration 32Q: 3 clusters Score -750212.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -750220.687500 Penalty: 4267.908691
	Iteration 33Q: 3 clusters Score -750220.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -750227.312500 Penalty: 4267.908691
	Iteration 34Q: 3 clusters Score -750227.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -750231.937500 Penalty: 4267.908691
	Iteration 35Q: 3 clusters Score -750231.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -750237.437500 Penalty: 4267.908691
	Iteration 36Q: 3 clusters Score -750237.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -750240.625000 Penalty: 4267.908691
	Iteration 37Q: 3 clusters Score -750240.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -750241.000000 Penalty: 4267.908691
	Iteration 38Q: 3 clusters Score -750241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -750242.750000 Penalty: 4267.908691
	Iteration 39Q: 3 clusters Score -750242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -750242.750000 Penalty: 4267.908691
	Iteration 40F: 3 clusters Score -750242.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Entering Unmasked Estep 
Score: -4801412.000000 Penalty: 2599.413086
	Iteration 0F: 2 clusters Score -4801412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -4777177.500000 Penalty: 5198.826172
	Iteration 0F: 3 clusters Score -4777178 nChanged 16245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -4786268.500000 Penalty: 5198.826172
	Iteration 1F: 3 clusters Score -4786268 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4787049.000000 Penalty: 5198.826172
	Iteration 2F: 3 clusters Score -4787049 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -4788261.000000 Penalty: 5198.826172
	Iteration 3F: 3 clusters Score -4788261 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -4790173.000000 Penalty: 5198.826172
	Iteration 4F: 3 clusters Score -4790173 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 25165 members 
Entering Unmasked Estep 
Score: -4792685.500000 Penalty: 5198.826172
	Iteration 5F: 3 clusters Score -4792686 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -4795310.500000 Penalty: 5198.826172
	Iteration 6F: 3 clusters Score -4795310 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -4797669.500000 Penalty: 5198.826172
	Iteration 7F: 3 clusters Score -4797670 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -4799725.000000 Penalty: 5198.826172
	Iteration 8F: 3 clusters Score -4799725 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 31908 members 
Entering Unmasked Estep 
Score: -4801809.500000 Penalty: 5198.826172
	Iteration 9Q: 3 clusters Score -4801810 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
Score: -4803814.500000 Penalty: 5198.826172
	Iteration 10Q: 3 clusters Score -4803814 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -4805954.500000 Penalty: 5198.826172
	Iteration 11Q: 3 clusters Score -4805954 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -4807217.000000 Penalty: 5198.826172
	Iteration 12Q: 3 clusters Score -4807217 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -4807548.500000 Penalty: 5198.826172
	Iteration 13Q: 3 clusters Score -4807548 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -4807675.500000 Penalty: 5198.826172
	Iteration 14Q: 3 clusters Score -4807676 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -4807722.000000 Penalty: 5198.826172
	Iteration 15Q: 3 clusters Score -4807722 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -4807763.500000 Penalty: 5198.826172
	Iteration 16Q: 3 clusters Score -4807764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 30842 members 
Entering Unmasked Estep 
Score: -4807772.500000 Penalty: 5198.826172
	Iteration 17Q: 3 clusters Score -4807772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -4807773.500000 Penalty: 5198.826172
	Iteration 18Q: 3 clusters Score -4807774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -4807772.500000 Penalty: 5198.826172
	Iteration 19Q: 3 clusters Score -4807772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -4807777.000000 Penalty: 5198.826172
	Iteration 20F: 3 clusters Score -4807777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -4807774.500000 Penalty: 5198.826172
	Iteration 21Q: 3 clusters Score -4807774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -4807770.000000 Penalty: 5198.826172
	Iteration 22Q: 3 clusters Score -4807770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -4807776.000000 Penalty: 5198.826172
	Iteration 23Q: 3 clusters Score -4807776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -4807778.500000 Penalty: 5198.826172
	Iteration 24Q: 3 clusters Score -4807778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -4807778.500000 Penalty: 5198.826172
	Iteration 25F: 3 clusters Score -4807778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25537 members 
Mstep: Class 4 contains 55175 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 24398 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 6069 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 1173 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5457 members 
Mstep: Class 15 contains 4870 members 
Mstep: Class 16 contains 94784 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 136091 members 
Mstep: Class 19 contains 18447 members 
Mstep: Class 20 contains 43822 members 
Mstep: Class 21 contains 225684 members 
Mstep: Class 22 contains 13814 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47885 members 
Mstep: Class 25 contains 142870 members 
Mstep: Class 26 contains 1093 members 
Mstep: Class 27 contains 5082 members 
Mstep: Class 28 contains 30780 members 
Entering Unmasked Estep 
Score: -122233024.000000 Penalty: 95255.710938
Splitting cluster 15 changes total score from -122227160.000000 to -122233024.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (94784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94784 members 
Entering Unmasked Estep 
Score: -12582754.000000 Penalty: 2841.920410
	Iteration 0F: 2 clusters Score -1.258275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -12519042.000000 Penalty: 5683.840820
	Iteration 0F: 3 clusters Score -1.251904e+07 nChanged 45060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48003 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -12545125.000000 Penalty: 5683.840820
	Iteration 1F: 3 clusters Score -1.254512e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -12546613.000000 Penalty: 5683.840820
	Iteration 2Q: 3 clusters Score -1.254661e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -12548329.000000 Penalty: 5683.840820
	Iteration 3Q: 3 clusters Score -1.254833e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48698 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -12550529.000000 Penalty: 5683.840820
	Iteration 4Q: 3 clusters Score -1.255053e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -12553180.000000 Penalty: 5683.840820
	Iteration 5F: 3 clusters Score -1.255318e+07 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 44914 members 
Entering Unmasked Estep 
Score: -12555962.000000 Penalty: 5683.840820
	Iteration 6F: 3 clusters Score -1.255596e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -12559059.000000 Penalty: 5683.840820
	Iteration 7F: 3 clusters Score -1.255906e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52182 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -12562382.000000 Penalty: 5683.840820
	Iteration 8F: 3 clusters Score -1.256238e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -12565113.000000 Penalty: 5683.840820
	Iteration 9F: 3 clusters Score -1.256511e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -12566961.000000 Penalty: 5683.840820
	Iteration 10Q: 3 clusters Score -1.256696e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55010 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -12568004.000000 Penalty: 5683.840820
	Iteration 11Q: 3 clusters Score -1.2568e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 39040 members 
Entering Unmasked Estep 
Score: -12568594.000000 Penalty: 5683.840820
	Iteration 12Q: 3 clusters Score -1.256859e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -12568860.000000 Penalty: 5683.840820
	Iteration 13Q: 3 clusters Score -1.256886e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57171 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -12569060.000000 Penalty: 5683.840820
	Iteration 14Q: 3 clusters Score -1.256906e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
Score: -12569354.000000 Penalty: 5683.840820
	Iteration 15Q: 3 clusters Score -1.256935e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58684 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -12569563.000000 Penalty: 5683.840820
	Iteration 16Q: 3 clusters Score -1.256956e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 35288 members 
Entering Unmasked Estep 
Score: -12569741.000000 Penalty: 5683.840820
	Iteration 17Q: 3 clusters Score -1.256974e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60353 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -12569970.000000 Penalty: 5683.840820
	Iteration 18Q: 3 clusters Score -1.256997e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -12570161.000000 Penalty: 5683.840820
	Iteration 19Q: 3 clusters Score -1.257016e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62311 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -12570448.000000 Penalty: 5683.840820
	Iteration 20F: 3 clusters Score -1.257045e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -12570781.000000 Penalty: 5683.840820
	Iteration 21Q: 3 clusters Score -1.257078e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -12571135.000000 Penalty: 5683.840820
	Iteration 22Q: 3 clusters Score -1.257114e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65804 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -12571515.000000 Penalty: 5683.840820
	Iteration 23Q: 3 clusters Score -1.257152e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67150 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -12572034.000000 Penalty: 5683.840820
	Iteration 24Q: 3 clusters Score -1.257203e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68534 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -12572577.000000 Penalty: 5683.840820
	Iteration 25Q: 3 clusters Score -1.257258e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69905 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -12573136.000000 Penalty: 5683.840820
	Iteration 26Q: 3 clusters Score -1.257314e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71313 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -12573779.000000 Penalty: 5683.840820
	Iteration 27Q: 3 clusters Score -1.257378e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72693 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -12574376.000000 Penalty: 5683.840820
	Iteration 28Q: 3 clusters Score -1.257438e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74135 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -12575040.000000 Penalty: 5683.840820
	Iteration 29Q: 3 clusters Score -1.257504e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75562 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -12575765.000000 Penalty: 5683.840820
	Iteration 30Q: 3 clusters Score -1.257576e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76985 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -12576531.000000 Penalty: 5683.840820
	Iteration 31Q: 3 clusters Score -1.257653e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78289 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -12577116.000000 Penalty: 5683.840820
	Iteration 32Q: 3 clusters Score -1.257712e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79510 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -12577685.000000 Penalty: 5683.840820
	Iteration 33Q: 3 clusters Score -1.257768e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80590 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -12578195.000000 Penalty: 5683.840820
	Iteration 34Q: 3 clusters Score -1.25782e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81550 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -12578655.000000 Penalty: 5683.840820
	Iteration 35Q: 3 clusters Score -1.257866e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82471 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -12579105.000000 Penalty: 5683.840820
	Iteration 36Q: 3 clusters Score -1.25791e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83306 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -12579447.000000 Penalty: 5683.840820
	Iteration 37Q: 3 clusters Score -1.257945e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -12579796.000000 Penalty: 5683.840820
	Iteration 38Q: 3 clusters Score -1.25798e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84703 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -12580067.000000 Penalty: 5683.840820
	Iteration 39Q: 3 clusters Score -1.258007e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85319 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -12580340.000000 Penalty: 5683.840820
	Iteration 40F: 3 clusters Score -1.258034e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -12580534.000000 Penalty: 5683.840820
	Iteration 41Q: 3 clusters Score -1.258053e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86372 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -12580622.000000 Penalty: 5683.840820
	Iteration 42Q: 3 clusters Score -1.258062e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86833 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -12580799.000000 Penalty: 5683.840820
	Iteration 43Q: 3 clusters Score -1.25808e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87251 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -12580959.000000 Penalty: 5683.840820
	Iteration 44Q: 3 clusters Score -1.258096e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87612 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -12581039.000000 Penalty: 5683.840820
	Iteration 45Q: 3 clusters Score -1.258104e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -12581106.000000 Penalty: 5683.840820
	Iteration 46Q: 3 clusters Score -1.258111e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88204 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -12581167.000000 Penalty: 5683.840820
	Iteration 47Q: 3 clusters Score -1.258117e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88466 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -12581218.000000 Penalty: 5683.840820
	Iteration 48Q: 3 clusters Score -1.258122e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -12581278.000000 Penalty: 5683.840820
	Iteration 49Q: 3 clusters Score -1.258128e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88905 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -12581313.000000 Penalty: 5683.840820
	Iteration 50Q: 3 clusters Score -1.258131e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89105 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -12581348.000000 Penalty: 5683.840820
	Iteration 51Q: 3 clusters Score -1.258135e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89280 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -12581378.000000 Penalty: 5683.840820
	Iteration 52Q: 3 clusters Score -1.258138e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89441 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -12581413.000000 Penalty: 5683.840820
	Iteration 53Q: 3 clusters Score -1.258141e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -12581500.000000 Penalty: 5683.840820
	Iteration 54Q: 3 clusters Score -1.25815e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -12581521.000000 Penalty: 5683.840820
	Iteration 55Q: 3 clusters Score -1.258152e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89788 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -12581510.000000 Penalty: 5683.840820
	Iteration 56Q: 3 clusters Score -1.258151e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -12581522.000000 Penalty: 5683.840820
	Iteration 57Q: 3 clusters Score -1.258152e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89957 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -12581535.000000 Penalty: 5683.840820
	Iteration 58Q: 3 clusters Score -1.258154e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90021 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -12581553.000000 Penalty: 5683.840820
	Iteration 59Q: 3 clusters Score -1.258155e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90076 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -12581530.000000 Penalty: 5683.840820
	Iteration 60F: 3 clusters Score -1.258153e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90118 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -12581544.000000 Penalty: 5683.840820
	Iteration 61Q: 3 clusters Score -1.258154e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90160 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -12581569.000000 Penalty: 5683.840820
	Iteration 62Q: 3 clusters Score -1.258157e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90202 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -12581575.000000 Penalty: 5683.840820
	Iteration 63Q: 3 clusters Score -1.258158e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90235 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -12581583.000000 Penalty: 5683.840820
	Iteration 64Q: 3 clusters Score -1.258158e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90268 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -12581593.000000 Penalty: 5683.840820
	Iteration 65Q: 3 clusters Score -1.258159e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90307 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -12581618.000000 Penalty: 5683.840820
	Iteration 66Q: 3 clusters Score -1.258162e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90335 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -12581636.000000 Penalty: 5683.840820
	Iteration 67Q: 3 clusters Score -1.258164e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -12581632.000000 Penalty: 5683.840820
	Iteration 68Q: 3 clusters Score -1.258163e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90402 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -12581643.000000 Penalty: 5683.840820
	Iteration 69Q: 3 clusters Score -1.258164e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -12581612.000000 Penalty: 5683.840820
	Iteration 70Q: 3 clusters Score -1.258161e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90461 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -12581643.000000 Penalty: 5683.840820
	Iteration 71Q: 3 clusters Score -1.258164e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -12581638.000000 Penalty: 5683.840820
	Iteration 72Q: 3 clusters Score -1.258164e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -12581640.000000 Penalty: 5683.840820
	Iteration 73Q: 3 clusters Score -1.258164e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90559 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -12581644.000000 Penalty: 5683.840820
	Iteration 74Q: 3 clusters Score -1.258164e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90586 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -12581652.000000 Penalty: 5683.840820
	Iteration 75Q: 3 clusters Score -1.258165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90602 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -12581650.000000 Penalty: 5683.840820
	Iteration 76Q: 3 clusters Score -1.258165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90618 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -12581661.000000 Penalty: 5683.840820
	Iteration 77Q: 3 clusters Score -1.258166e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -12581655.000000 Penalty: 5683.840820
	Iteration 78Q: 3 clusters Score -1.258166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90641 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -12581651.000000 Penalty: 5683.840820
	Iteration 79Q: 3 clusters Score -1.258165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90648 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -12581654.000000 Penalty: 5683.840820
	Iteration 80F: 3 clusters Score -1.258165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90653 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -12581651.000000 Penalty: 5683.840820
	Iteration 81Q: 3 clusters Score -1.258165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90655 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -12581656.000000 Penalty: 5683.840820
	Iteration 82Q: 3 clusters Score -1.258166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90656 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -12581648.000000 Penalty: 5683.840820
	Iteration 83Q: 3 clusters Score -1.258165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90657 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -12581646.000000 Penalty: 5683.840820
	Iteration 84Q: 3 clusters Score -1.258165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -12581647.000000 Penalty: 5683.840820
	Iteration 85Q: 3 clusters Score -1.258165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90660 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -12581645.000000 Penalty: 5683.840820
	Iteration 86Q: 3 clusters Score -1.258164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90663 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -12581643.000000 Penalty: 5683.840820
	Iteration 87Q: 3 clusters Score -1.258164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90665 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -12581632.000000 Penalty: 5683.840820
	Iteration 88Q: 3 clusters Score -1.258163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90669 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -12581630.000000 Penalty: 5683.840820
	Iteration 89Q: 3 clusters Score -1.258163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90674 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -12581641.000000 Penalty: 5683.840820
	Iteration 90Q: 3 clusters Score -1.258164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90680 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -12581645.000000 Penalty: 5683.840820
	Iteration 91Q: 3 clusters Score -1.258164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90686 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -12581647.000000 Penalty: 5683.840820
	Iteration 92Q: 3 clusters Score -1.258165e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90701 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -12581664.000000 Penalty: 5683.840820
	Iteration 93Q: 3 clusters Score -1.258166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -12581671.000000 Penalty: 5683.840820
	Iteration 94Q: 3 clusters Score -1.258167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90714 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -12581669.000000 Penalty: 5683.840820
	Iteration 95Q: 3 clusters Score -1.258167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -12581676.000000 Penalty: 5683.840820
	Iteration 96Q: 3 clusters Score -1.258168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90718 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -12581680.000000 Penalty: 5683.840820
	Iteration 97Q: 3 clusters Score -1.258168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90719 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -12581674.000000 Penalty: 5683.840820
	Iteration 98Q: 3 clusters Score -1.258167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -12581683.000000 Penalty: 5683.840820
	Iteration 99Q: 3 clusters Score -1.258168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90726 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -12581672.000000 Penalty: 5683.840820
	Iteration 100F: 3 clusters Score -1.258167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90727 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -12581667.000000 Penalty: 5683.840820
	Iteration 101Q: 3 clusters Score -1.258167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90728 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -12581668.000000 Penalty: 5683.840820
	Iteration 102Q: 3 clusters Score -1.258167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90729 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -12581672.000000 Penalty: 5683.840820
	Iteration 103Q: 3 clusters Score -1.258167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90730 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -12581671.000000 Penalty: 5683.840820
	Iteration 104Q: 3 clusters Score -1.258167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90730 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -12581671.000000 Penalty: 5683.840820
	Iteration 105F: 3 clusters Score -1.258167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -50273.089844 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -50273.09 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 204 members 
Entering Unmasked Estep 
Score: -48918.812500 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -48918.81 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -49088.929688 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -49088.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49160.054688 Penalty: 2981.588623
	Iteration 2Q: 3 clusters Score -49160.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49208.796875 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -49208.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49255.609375 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -49255.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49291.417969 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -49291.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49321.507812 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -49321.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49335.722656 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -49335.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49351.847656 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -49351.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49371.921875 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -49371.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49397.414062 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -49397.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49426.289062 Penalty: 2981.588623
	Iteration 11Q: 3 clusters Score -49426.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49445.941406 Penalty: 2981.588623
	Iteration 12Q: 3 clusters Score -49445.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49472.433594 Penalty: 2981.588623
	Iteration 13Q: 3 clusters Score -49472.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49496.417969 Penalty: 2981.588623
	Iteration 14Q: 3 clusters Score -49496.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49539.699219 Penalty: 2981.588623
	Iteration 15Q: 3 clusters Score -49539.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49649.578125 Penalty: 2981.588623
	Iteration 16Q: 3 clusters Score -49649.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49881.015625 Penalty: 2981.588623
	Iteration 17Q: 3 clusters Score -49881.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49966.667969 Penalty: 2981.588623
	Iteration 18Q: 3 clusters Score -49966.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -50004.105469 Penalty: 2981.588623
	Iteration 19Q: 3 clusters Score -50004.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50015.765625 Penalty: 2981.588623
	Iteration 20F: 3 clusters Score -50015.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -50027.730469 Penalty: 2981.588623
	Iteration 21Q: 3 clusters Score -50027.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50035.148438 Penalty: 2981.588623
	Iteration 22Q: 3 clusters Score -50035.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50038.078125 Penalty: 2981.588623
	Iteration 23Q: 3 clusters Score -50038.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50038.078125 Penalty: 2981.588623
	Iteration 24F: 3 clusters Score -50038.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (136091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136091 members 
Entering Unmasked Estep 
Score: -18679896.000000 Penalty: 2931.627686
	Iteration 0F: 2 clusters Score -1.86799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 67805 members 
Entering Unmasked Estep 
Score: -18589572.000000 Penalty: 5863.255371
	Iteration 0F: 3 clusters Score -1.858957e+07 nChanged 65014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70974 members 
Mstep: Class 2 contains 65117 members 
Entering Unmasked Estep 
Score: -18627438.000000 Penalty: 5863.255371
	Iteration 1F: 3 clusters Score -1.862744e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -18628826.000000 Penalty: 5863.255371
	Iteration 2Q: 3 clusters Score -1.862883e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75647 members 
Mstep: Class 2 contains 60444 members 
Entering Unmasked Estep 
Score: -18630900.000000 Penalty: 5863.255371
	Iteration 3Q: 3 clusters Score -1.86309e+07 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79899 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -18633830.000000 Penalty: 5863.255371
	Iteration 4Q: 3 clusters Score -1.863383e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85941 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -18638438.000000 Penalty: 5863.255371
	Iteration 5F: 3 clusters Score -1.863844e+07 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93856 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -18645226.000000 Penalty: 5863.255371
	Iteration 6F: 3 clusters Score -1.864523e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102775 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -18653296.000000 Penalty: 5863.255371
	Iteration 7F: 3 clusters Score -1.86533e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111518 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -18661410.000000 Penalty: 5863.255371
	Iteration 8F: 3 clusters Score -1.866141e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118563 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -18667914.000000 Penalty: 5863.255371
	Iteration 9F: 3 clusters Score -1.866791e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123621 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -18671854.000000 Penalty: 5863.255371
	Iteration 10Q: 3 clusters Score -1.867185e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126906 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -18674226.000000 Penalty: 5863.255371
	Iteration 11Q: 3 clusters Score -1.867423e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129084 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -18675512.000000 Penalty: 5863.255371
	Iteration 12Q: 3 clusters Score -1.867551e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130513 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -18676350.000000 Penalty: 5863.255371
	Iteration 13Q: 3 clusters Score -1.867635e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131511 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -18676946.000000 Penalty: 5863.255371
	Iteration 14Q: 3 clusters Score -1.867695e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132203 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -18677206.000000 Penalty: 5863.255371
	Iteration 15Q: 3 clusters Score -1.867721e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132662 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -18677410.000000 Penalty: 5863.255371
	Iteration 16Q: 3 clusters Score -1.867741e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133018 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -18677544.000000 Penalty: 5863.255371
	Iteration 17Q: 3 clusters Score -1.867754e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133287 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -18677542.000000 Penalty: 5863.255371
	Iteration 18Q: 3 clusters Score -1.867754e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133483 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -18677626.000000 Penalty: 5863.255371
	Iteration 19Q: 3 clusters Score -1.867763e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133632 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -18677710.000000 Penalty: 5863.255371
	Iteration 20F: 3 clusters Score -1.867771e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133755 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -18677748.000000 Penalty: 5863.255371
	Iteration 21Q: 3 clusters Score -1.867775e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133874 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -18677800.000000 Penalty: 5863.255371
	Iteration 22Q: 3 clusters Score -1.86778e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133963 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -18677790.000000 Penalty: 5863.255371
	Iteration 23Q: 3 clusters Score -1.867779e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134032 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -18677820.000000 Penalty: 5863.255371
	Iteration 24Q: 3 clusters Score -1.867782e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134087 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -18677832.000000 Penalty: 5863.255371
	Iteration 25Q: 3 clusters Score -1.867783e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134126 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -18677802.000000 Penalty: 5863.255371
	Iteration 26Q: 3 clusters Score -1.86778e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134158 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -18677822.000000 Penalty: 5863.255371
	Iteration 27Q: 3 clusters Score -1.867782e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134186 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -18677804.000000 Penalty: 5863.255371
	Iteration 28Q: 3 clusters Score -1.86778e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134210 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -18677812.000000 Penalty: 5863.255371
	Iteration 29Q: 3 clusters Score -1.867781e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134226 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -18677822.000000 Penalty: 5863.255371
	Iteration 30Q: 3 clusters Score -1.867782e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134246 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -18677830.000000 Penalty: 5863.255371
	Iteration 31Q: 3 clusters Score -1.867783e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134264 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -18677854.000000 Penalty: 5863.255371
	Iteration 32Q: 3 clusters Score -1.867785e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134278 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -18677836.000000 Penalty: 5863.255371
	Iteration 33Q: 3 clusters Score -1.867784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134286 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -18677836.000000 Penalty: 5863.255371
	Iteration 34Q: 3 clusters Score -1.867784e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134292 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -18677828.000000 Penalty: 5863.255371
	Iteration 35Q: 3 clusters Score -1.867783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134299 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -18677826.000000 Penalty: 5863.255371
	Iteration 36Q: 3 clusters Score -1.867783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134307 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -18677828.000000 Penalty: 5863.255371
	Iteration 37Q: 3 clusters Score -1.867783e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134315 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -18677834.000000 Penalty: 5863.255371
	Iteration 38Q: 3 clusters Score -1.867783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134319 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -18677832.000000 Penalty: 5863.255371
	Iteration 39Q: 3 clusters Score -1.867783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134322 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -18677826.000000 Penalty: 5863.255371
	Iteration 40F: 3 clusters Score -1.867783e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134324 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -18677812.000000 Penalty: 5863.255371
	Iteration 41Q: 3 clusters Score -1.867781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134325 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -18677826.000000 Penalty: 5863.255371
	Iteration 42Q: 3 clusters Score -1.867783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134326 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -18677822.000000 Penalty: 5863.255371
	Iteration 43Q: 3 clusters Score -1.867782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134327 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -18677826.000000 Penalty: 5863.255371
	Iteration 44Q: 3 clusters Score -1.867783e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134327 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -18677826.000000 Penalty: 5863.255371
	Iteration 45F: 3 clusters Score -1.867783e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Entering Unmasked Estep 
Score: -2568814.750000 Penalty: 2436.018799
	Iteration 0F: 2 clusters Score -2568815 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2555763.000000 Penalty: 4872.037598
	Iteration 0F: 3 clusters Score -2555763 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2560529.250000 Penalty: 4872.037598
	Iteration 1F: 3 clusters Score -2560529 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2561349.750000 Penalty: 4872.037598
	Iteration 2F: 3 clusters Score -2561350 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2562273.500000 Penalty: 4872.037598
	Iteration 3F: 3 clusters Score -2562274 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2563347.750000 Penalty: 4872.037598
	Iteration 4F: 3 clusters Score -2563348 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -2564411.000000 Penalty: 4872.037598
	Iteration 5F: 3 clusters Score -2564411 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2565275.500000 Penalty: 4872.037598
	Iteration 6F: 3 clusters Score -2565276 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2565869.250000 Penalty: 4872.037598
	Iteration 7Q: 3 clusters Score -2565869 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -2566166.500000 Penalty: 4872.037598
	Iteration 8Q: 3 clusters Score -2566166 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -2566333.000000 Penalty: 4872.037598
	Iteration 9Q: 3 clusters Score -2566333 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2566440.750000 Penalty: 4872.037598
	Iteration 10Q: 3 clusters Score -2566441 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -2566496.000000 Penalty: 4872.037598
	Iteration 11Q: 3 clusters Score -2566496 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -2566539.250000 Penalty: 4872.037598
	Iteration 12Q: 3 clusters Score -2566539 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -2566569.500000 Penalty: 4872.037598
	Iteration 13Q: 3 clusters Score -2566570 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2566579.500000 Penalty: 4872.037598
	Iteration 14Q: 3 clusters Score -2566580 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -2566596.000000 Penalty: 4872.037598
	Iteration 15Q: 3 clusters Score -2566596 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2566608.750000 Penalty: 4872.037598
	Iteration 16Q: 3 clusters Score -2566609 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2566621.000000 Penalty: 4872.037598
	Iteration 17Q: 3 clusters Score -2566621 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2566642.750000 Penalty: 4872.037598
	Iteration 18Q: 3 clusters Score -2566643 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2566653.250000 Penalty: 4872.037598
	Iteration 19Q: 3 clusters Score -2566653 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -2566665.000000 Penalty: 4872.037598
	Iteration 20F: 3 clusters Score -2566665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2566678.250000 Penalty: 4872.037598
	Iteration 21Q: 3 clusters Score -2566678 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2566682.000000 Penalty: 4872.037598
	Iteration 22Q: 3 clusters Score -2566682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2566689.250000 Penalty: 4872.037598
	Iteration 23Q: 3 clusters Score -2566689 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2566708.000000 Penalty: 4872.037598
	Iteration 24Q: 3 clusters Score -2566708 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2566709.500000 Penalty: 4872.037598
	Iteration 25Q: 3 clusters Score -2566710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2566711.500000 Penalty: 4872.037598
	Iteration 26Q: 3 clusters Score -2566712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2566729.250000 Penalty: 4872.037598
	Iteration 27Q: 3 clusters Score -2566729 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2566735.500000 Penalty: 4872.037598
	Iteration 28Q: 3 clusters Score -2566736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2566740.250000 Penalty: 4872.037598
	Iteration 29Q: 3 clusters Score -2566740 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2566750.750000 Penalty: 4872.037598
	Iteration 30Q: 3 clusters Score -2566751 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2566765.500000 Penalty: 4872.037598
	Iteration 31Q: 3 clusters Score -2566766 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2566775.000000 Penalty: 4872.037598
	Iteration 32Q: 3 clusters Score -2566775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -2566788.250000 Penalty: 4872.037598
	Iteration 33Q: 3 clusters Score -2566788 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2566803.000000 Penalty: 4872.037598
	Iteration 34Q: 3 clusters Score -2566803 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2566827.750000 Penalty: 4872.037598
	Iteration 35Q: 3 clusters Score -2566828 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -2566850.500000 Penalty: 4872.037598
	Iteration 36Q: 3 clusters Score -2566850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2566866.500000 Penalty: 4872.037598
	Iteration 37Q: 3 clusters Score -2566866 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -2566891.250000 Penalty: 4872.037598
	Iteration 38Q: 3 clusters Score -2566891 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -2566927.750000 Penalty: 4872.037598
	Iteration 39Q: 3 clusters Score -2566928 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2566966.250000 Penalty: 4872.037598
	Iteration 40F: 3 clusters Score -2566966 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2567003.250000 Penalty: 4872.037598
	Iteration 41Q: 3 clusters Score -2567003 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2567066.500000 Penalty: 4872.037598
	Iteration 42Q: 3 clusters Score -2567066 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2567167.250000 Penalty: 4872.037598
	Iteration 43Q: 3 clusters Score -2567167 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -2567246.750000 Penalty: 4872.037598
	Iteration 44Q: 3 clusters Score -2567247 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2567340.500000 Penalty: 4872.037598
	Iteration 45Q: 3 clusters Score -2567340 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -2567462.250000 Penalty: 4872.037598
	Iteration 46Q: 3 clusters Score -2567462 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2567588.250000 Penalty: 4872.037598
	Iteration 47Q: 3 clusters Score -2567588 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2567669.500000 Penalty: 4872.037598
	Iteration 48Q: 3 clusters Score -2567670 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2567718.000000 Penalty: 4872.037598
	Iteration 49Q: 3 clusters Score -2567718 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2567734.500000 Penalty: 4872.037598
	Iteration 50Q: 3 clusters Score -2567734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2567753.500000 Penalty: 4872.037598
	Iteration 51Q: 3 clusters Score -2567754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -2567763.000000 Penalty: 4872.037598
	Iteration 52Q: 3 clusters Score -2567763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2567770.750000 Penalty: 4872.037598
	Iteration 53Q: 3 clusters Score -2567771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -2567772.750000 Penalty: 4872.037598
	Iteration 54Q: 3 clusters Score -2567773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2567774.000000 Penalty: 4872.037598
	Iteration 55Q: 3 clusters Score -2567774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2567773.750000 Penalty: 4872.037598
	Iteration 56Q: 3 clusters Score -2567774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2567770.000000 Penalty: 4872.037598
	Iteration 57Q: 3 clusters Score -2567770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2567769.750000 Penalty: 4872.037598
	Iteration 58Q: 3 clusters Score -2567770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2567769.250000 Penalty: 4872.037598
	Iteration 59Q: 3 clusters Score -2567769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -2567774.250000 Penalty: 4872.037598
	Iteration 60F: 3 clusters Score -2567774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Entering Unmasked Estep 
Score: -5980774.000000 Penalty: 2650.596924
	Iteration 0F: 2 clusters Score -5980774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -5951006.500000 Penalty: 5301.193848
	Iteration 0F: 3 clusters Score -5951006 nChanged 20104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -5962093.000000 Penalty: 5301.193848
	Iteration 1F: 3 clusters Score -5962093 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -5962824.000000 Penalty: 5301.193848
	Iteration 2Q: 3 clusters Score -5962824 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -5963616.000000 Penalty: 5301.193848
	Iteration 3Q: 3 clusters Score -5963616 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -5964617.500000 Penalty: 5301.193848
	Iteration 4Q: 3 clusters Score -5964618 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -5965877.500000 Penalty: 5301.193848
	Iteration 5F: 3 clusters Score -5965878 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -5967517.000000 Penalty: 5301.193848
	Iteration 6F: 3 clusters Score -5967517 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5969400.500000 Penalty: 5301.193848
	Iteration 7F: 3 clusters Score -5969400 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32710 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -5971314.000000 Penalty: 5301.193848
	Iteration 8F: 3 clusters Score -5971314 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -5973100.000000 Penalty: 5301.193848
	Iteration 9F: 3 clusters Score -5973100 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -5974593.000000 Penalty: 5301.193848
	Iteration 10Q: 3 clusters Score -5974593 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -5975711.000000 Penalty: 5301.193848
	Iteration 11Q: 3 clusters Score -5975711 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -5976592.000000 Penalty: 5301.193848
	Iteration 12Q: 3 clusters Score -5976592 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -5977317.000000 Penalty: 5301.193848
	Iteration 13Q: 3 clusters Score -5977317 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5977798.500000 Penalty: 5301.193848
	Iteration 14Q: 3 clusters Score -5977798 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5978149.000000 Penalty: 5301.193848
	Iteration 15Q: 3 clusters Score -5978149 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5978399.000000 Penalty: 5301.193848
	Iteration 16Q: 3 clusters Score -5978399 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -5978559.500000 Penalty: 5301.193848
	Iteration 17Q: 3 clusters Score -5978560 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5978659.000000 Penalty: 5301.193848
	Iteration 18Q: 3 clusters Score -5978659 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -5978744.500000 Penalty: 5301.193848
	Iteration 19Q: 3 clusters Score -5978744 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -5978814.000000 Penalty: 5301.193848
	Iteration 20F: 3 clusters Score -5978814 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -5978871.000000 Penalty: 5301.193848
	Iteration 21Q: 3 clusters Score -5978871 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5978901.500000 Penalty: 5301.193848
	Iteration 22Q: 3 clusters Score -5978902 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5978928.000000 Penalty: 5301.193848
	Iteration 23Q: 3 clusters Score -5978928 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5978965.500000 Penalty: 5301.193848
	Iteration 24Q: 3 clusters Score -5978966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5978986.000000 Penalty: 5301.193848
	Iteration 25Q: 3 clusters Score -5978986 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5978988.000000 Penalty: 5301.193848
	Iteration 26Q: 3 clusters Score -5978988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5979001.000000 Penalty: 5301.193848
	Iteration 27Q: 3 clusters Score -5979001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5979008.500000 Penalty: 5301.193848
	Iteration 28Q: 3 clusters Score -5979008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5979019.500000 Penalty: 5301.193848
	Iteration 29Q: 3 clusters Score -5979020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5979032.500000 Penalty: 5301.193848
	Iteration 30Q: 3 clusters Score -5979032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5979035.000000 Penalty: 5301.193848
	Iteration 31Q: 3 clusters Score -5979035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5979046.500000 Penalty: 5301.193848
	Iteration 32Q: 3 clusters Score -5979046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5979068.000000 Penalty: 5301.193848
	Iteration 33Q: 3 clusters Score -5979068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -5979070.500000 Penalty: 5301.193848
	Iteration 34Q: 3 clusters Score -5979070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -5979081.500000 Penalty: 5301.193848
	Iteration 35Q: 3 clusters Score -5979082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -5979079.500000 Penalty: 5301.193848
	Iteration 36Q: 3 clusters Score -5979080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5979082.000000 Penalty: 5301.193848
	Iteration 37Q: 3 clusters Score -5979082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -5979076.500000 Penalty: 5301.193848
	Iteration 38Q: 3 clusters Score -5979076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5979072.500000 Penalty: 5301.193848
	Iteration 39Q: 3 clusters Score -5979072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -5979072.500000 Penalty: 5301.193848
	Iteration 40F: 3 clusters Score -5979072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (225684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225684 members 
Entering Unmasked Estep 
Score: -31529152.000000 Penalty: 3057.068848
	Iteration 0F: 2 clusters Score -3.152915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112753 members 
Mstep: Class 2 contains 112931 members 
Entering Unmasked Estep 
Score: -31382112.000000 Penalty: 6114.137695
	Iteration 0F: 3 clusters Score -3.138211e+07 nChanged 108398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112301 members 
Mstep: Class 2 contains 113383 members 
Entering Unmasked Estep 
Score: -31445790.000000 Penalty: 6114.137695
	Iteration 1F: 3 clusters Score -3.144579e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112019 members 
Mstep: Class 2 contains 113665 members 
Entering Unmasked Estep 
Score: -31447126.000000 Penalty: 6114.137695
	Iteration 2Q: 3 clusters Score -3.144713e+07 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111582 members 
Mstep: Class 2 contains 114102 members 
Entering Unmasked Estep 
Score: -31448796.000000 Penalty: 6114.137695
	Iteration 3Q: 3 clusters Score -3.14488e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110898 members 
Mstep: Class 2 contains 114786 members 
Entering Unmasked Estep 
Score: -31451282.000000 Penalty: 6114.137695
	Iteration 4Q: 3 clusters Score -3.145128e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109856 members 
Mstep: Class 2 contains 115828 members 
Entering Unmasked Estep 
Score: -31454908.000000 Penalty: 6114.137695
	Iteration 5Q: 3 clusters Score -3.145491e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108506 members 
Mstep: Class 2 contains 117178 members 
Entering Unmasked Estep 
Score: -31460848.000000 Penalty: 6114.137695
	Iteration 6Q: 3 clusters Score -3.146085e+07 nChanged 12851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106793 members 
Mstep: Class 2 contains 118891 members 
Entering Unmasked Estep 
Score: -31469366.000000 Penalty: 6114.137695
	Iteration 7F: 3 clusters Score -3.146937e+07 nChanged 14486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104939 members 
Mstep: Class 2 contains 120745 members 
Entering Unmasked Estep 
Score: -31480308.000000 Penalty: 6114.137695
	Iteration 8F: 3 clusters Score -3.148031e+07 nChanged 14546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103201 members 
Mstep: Class 2 contains 122483 members 
Entering Unmasked Estep 
Score: -31489998.000000 Penalty: 6114.137695
	Iteration 9F: 3 clusters Score -3.149e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101749 members 
Mstep: Class 2 contains 123935 members 
Entering Unmasked Estep 
Score: -31495078.000000 Penalty: 6114.137695
	Iteration 10F: 3 clusters Score -3.149508e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100432 members 
Mstep: Class 2 contains 125252 members 
Entering Unmasked Estep 
Score: -31496926.000000 Penalty: 6114.137695
	Iteration 11Q: 3 clusters Score -3.149693e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99025 members 
Mstep: Class 2 contains 126659 members 
Entering Unmasked Estep 
Score: -31497868.000000 Penalty: 6114.137695
	Iteration 12Q: 3 clusters Score -3.149787e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97432 members 
Mstep: Class 2 contains 128252 members 
Entering Unmasked Estep 
Score: -31498632.000000 Penalty: 6114.137695
	Iteration 13Q: 3 clusters Score -3.149863e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95747 members 
Mstep: Class 2 contains 129937 members 
Entering Unmasked Estep 
Score: -31499410.000000 Penalty: 6114.137695
	Iteration 14Q: 3 clusters Score -3.149941e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93866 members 
Mstep: Class 2 contains 131818 members 
Entering Unmasked Estep 
Score: -31500242.000000 Penalty: 6114.137695
	Iteration 15Q: 3 clusters Score -3.150024e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91823 members 
Mstep: Class 2 contains 133861 members 
Entering Unmasked Estep 
Score: -31500800.000000 Penalty: 6114.137695
	Iteration 16Q: 3 clusters Score -3.15008e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89541 members 
Mstep: Class 2 contains 136143 members 
Entering Unmasked Estep 
Score: -31501522.000000 Penalty: 6114.137695
	Iteration 17Q: 3 clusters Score -3.150152e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87024 members 
Mstep: Class 2 contains 138660 members 
Entering Unmasked Estep 
Score: -31502192.000000 Penalty: 6114.137695
	Iteration 18Q: 3 clusters Score -3.150219e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84273 members 
Mstep: Class 2 contains 141411 members 
Entering Unmasked Estep 
Score: -31503090.000000 Penalty: 6114.137695
	Iteration 19Q: 3 clusters Score -3.150309e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81260 members 
Mstep: Class 2 contains 144424 members 
Entering Unmasked Estep 
Score: -31504182.000000 Penalty: 6114.137695
	Iteration 20F: 3 clusters Score -3.150418e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77917 members 
Mstep: Class 2 contains 147767 members 
Entering Unmasked Estep 
Score: -31505348.000000 Penalty: 6114.137695
	Iteration 21Q: 3 clusters Score -3.150535e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74350 members 
Mstep: Class 2 contains 151334 members 
Entering Unmasked Estep 
Score: -31506458.000000 Penalty: 6114.137695
	Iteration 22Q: 3 clusters Score -3.150646e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70614 members 
Mstep: Class 2 contains 155070 members 
Entering Unmasked Estep 
Score: -31508008.000000 Penalty: 6114.137695
	Iteration 23Q: 3 clusters Score -3.150801e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 159011 members 
Entering Unmasked Estep 
Score: -31509480.000000 Penalty: 6114.137695
	Iteration 24Q: 3 clusters Score -3.150948e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62581 members 
Mstep: Class 2 contains 163103 members 
Entering Unmasked Estep 
Score: -31511026.000000 Penalty: 6114.137695
	Iteration 25Q: 3 clusters Score -3.151103e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58556 members 
Mstep: Class 2 contains 167128 members 
Entering Unmasked Estep 
Score: -31512416.000000 Penalty: 6114.137695
	Iteration 26Q: 3 clusters Score -3.151242e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 171121 members 
Entering Unmasked Estep 
Score: -31513928.000000 Penalty: 6114.137695
	Iteration 27Q: 3 clusters Score -3.151393e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 174962 members 
Entering Unmasked Estep 
Score: -31515252.000000 Penalty: 6114.137695
	Iteration 28Q: 3 clusters Score -3.151525e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 178534 members 
Entering Unmasked Estep 
Score: -31516636.000000 Penalty: 6114.137695
	Iteration 29Q: 3 clusters Score -3.151664e+07 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 181937 members 
Entering Unmasked Estep 
Score: -31517938.000000 Penalty: 6114.137695
	Iteration 30Q: 3 clusters Score -3.151794e+07 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 185225 members 
Entering Unmasked Estep 
Score: -31519076.000000 Penalty: 6114.137695
	Iteration 31Q: 3 clusters Score -3.151908e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 188322 members 
Entering Unmasked Estep 
Score: -31519856.000000 Penalty: 6114.137695
	Iteration 32Q: 3 clusters Score -3.151986e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 191222 members 
Entering Unmasked Estep 
Score: -31520682.000000 Penalty: 6114.137695
	Iteration 33Q: 3 clusters Score -3.152068e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31613 members 
Mstep: Class 2 contains 194071 members 
Entering Unmasked Estep 
Score: -31521116.000000 Penalty: 6114.137695
	Iteration 34Q: 3 clusters Score -3.152112e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 196805 members 
Entering Unmasked Estep 
Score: -31521808.000000 Penalty: 6114.137695
	Iteration 35Q: 3 clusters Score -3.152181e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 199421 members 
Entering Unmasked Estep 
Score: -31522382.000000 Penalty: 6114.137695
	Iteration 36Q: 3 clusters Score -3.152238e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 201870 members 
Entering Unmasked Estep 
Score: -31522954.000000 Penalty: 6114.137695
	Iteration 37Q: 3 clusters Score -3.152295e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 204091 members 
Entering Unmasked Estep 
Score: -31523376.000000 Penalty: 6114.137695
	Iteration 38Q: 3 clusters Score -3.152338e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 206271 members 
Entering Unmasked Estep 
Score: -31523828.000000 Penalty: 6114.137695
	Iteration 39Q: 3 clusters Score -3.152383e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 208228 members 
Entering Unmasked Estep 
Score: -31524450.000000 Penalty: 6114.137695
	Iteration 40F: 3 clusters Score -3.152445e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 210167 members 
Entering Unmasked Estep 
Score: -31524984.000000 Penalty: 6114.137695
	Iteration 41Q: 3 clusters Score -3.152498e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 211935 members 
Entering Unmasked Estep 
Score: -31525424.000000 Penalty: 6114.137695
	Iteration 42Q: 3 clusters Score -3.152542e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 213640 members 
Entering Unmasked Estep 
Score: -31525744.000000 Penalty: 6114.137695
	Iteration 43Q: 3 clusters Score -3.152574e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 215183 members 
Entering Unmasked Estep 
Score: -31526092.000000 Penalty: 6114.137695
	Iteration 44Q: 3 clusters Score -3.152609e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 216512 members 
Entering Unmasked Estep 
Score: -31526216.000000 Penalty: 6114.137695
	Iteration 45Q: 3 clusters Score -3.152622e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 217620 members 
Entering Unmasked Estep 
Score: -31526386.000000 Penalty: 6114.137695
	Iteration 46Q: 3 clusters Score -3.152639e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 218575 members 
Entering Unmasked Estep 
Score: -31526422.000000 Penalty: 6114.137695
	Iteration 47Q: 3 clusters Score -3.152642e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 219380 members 
Entering Unmasked Estep 
Score: -31526596.000000 Penalty: 6114.137695
	Iteration 48Q: 3 clusters Score -3.15266e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 220086 members 
Entering Unmasked Estep 
Score: -31526756.000000 Penalty: 6114.137695
	Iteration 49Q: 3 clusters Score -3.152676e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 220731 members 
Entering Unmasked Estep 
Score: -31526844.000000 Penalty: 6114.137695
	Iteration 50Q: 3 clusters Score -3.152684e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 221282 members 
Entering Unmasked Estep 
Score: -31526874.000000 Penalty: 6114.137695
	Iteration 51Q: 3 clusters Score -3.152687e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 221714 members 
Entering Unmasked Estep 
Score: -31526900.000000 Penalty: 6114.137695
	Iteration 52Q: 3 clusters Score -3.15269e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 222082 members 
Entering Unmasked Estep 
Score: -31526898.000000 Penalty: 6114.137695
	Iteration 53Q: 3 clusters Score -3.15269e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 222414 members 
Entering Unmasked Estep 
Score: -31526922.000000 Penalty: 6114.137695
	Iteration 54Q: 3 clusters Score -3.152692e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 222683 members 
Entering Unmasked Estep 
Score: -31526916.000000 Penalty: 6114.137695
	Iteration 55Q: 3 clusters Score -3.152692e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 222911 members 
Entering Unmasked Estep 
Score: -31526960.000000 Penalty: 6114.137695
	Iteration 56Q: 3 clusters Score -3.152696e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 223132 members 
Entering Unmasked Estep 
Score: -31526960.000000 Penalty: 6114.137695
	Iteration 57Q: 3 clusters Score -3.152696e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 223326 members 
Entering Unmasked Estep 
Score: -31526992.000000 Penalty: 6114.137695
	Iteration 58Q: 3 clusters Score -3.152699e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 223500 members 
Entering Unmasked Estep 
Score: -31527024.000000 Penalty: 6114.137695
	Iteration 59Q: 3 clusters Score -3.152702e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 223650 members 
Entering Unmasked Estep 
Score: -31526940.000000 Penalty: 6114.137695
	Iteration 60F: 3 clusters Score -3.152694e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 223777 members 
Entering Unmasked Estep 
Score: -31526942.000000 Penalty: 6114.137695
	Iteration 61Q: 3 clusters Score -3.152694e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 223881 members 
Entering Unmasked Estep 
Score: -31526904.000000 Penalty: 6114.137695
	Iteration 62Q: 3 clusters Score -3.15269e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 223966 members 
Entering Unmasked Estep 
Score: -31526888.000000 Penalty: 6114.137695
	Iteration 63Q: 3 clusters Score -3.152689e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 224033 members 
Entering Unmasked Estep 
Score: -31526908.000000 Penalty: 6114.137695
	Iteration 64Q: 3 clusters Score -3.152691e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 224098 members 
Entering Unmasked Estep 
Score: -31526886.000000 Penalty: 6114.137695
	Iteration 65Q: 3 clusters Score -3.152689e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 224156 members 
Entering Unmasked Estep 
Score: -31526902.000000 Penalty: 6114.137695
	Iteration 66Q: 3 clusters Score -3.15269e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 224199 members 
Entering Unmasked Estep 
Score: -31526866.000000 Penalty: 6114.137695
	Iteration 67Q: 3 clusters Score -3.152687e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 224236 members 
Entering Unmasked Estep 
Score: -31526868.000000 Penalty: 6114.137695
	Iteration 68Q: 3 clusters Score -3.152687e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 224270 members 
Entering Unmasked Estep 
Score: -31526864.000000 Penalty: 6114.137695
	Iteration 69Q: 3 clusters Score -3.152686e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 224302 members 
Entering Unmasked Estep 
Score: -31526872.000000 Penalty: 6114.137695
	Iteration 70Q: 3 clusters Score -3.152687e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 224326 members 
Entering Unmasked Estep 
Score: -31526880.000000 Penalty: 6114.137695
	Iteration 71Q: 3 clusters Score -3.152688e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 224358 members 
Entering Unmasked Estep 
Score: -31526860.000000 Penalty: 6114.137695
	Iteration 72Q: 3 clusters Score -3.152686e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 224385 members 
Entering Unmasked Estep 
Score: -31526834.000000 Penalty: 6114.137695
	Iteration 73Q: 3 clusters Score -3.152683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 224406 members 
Entering Unmasked Estep 
Score: -31526850.000000 Penalty: 6114.137695
	Iteration 74Q: 3 clusters Score -3.152685e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 224428 members 
Entering Unmasked Estep 
Score: -31526860.000000 Penalty: 6114.137695
	Iteration 75Q: 3 clusters Score -3.152686e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 224444 members 
Entering Unmasked Estep 
Score: -31526870.000000 Penalty: 6114.137695
	Iteration 76Q: 3 clusters Score -3.152687e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 224458 members 
Entering Unmasked Estep 
Score: -31526894.000000 Penalty: 6114.137695
	Iteration 77Q: 3 clusters Score -3.152689e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 224464 members 
Entering Unmasked Estep 
Score: -31526898.000000 Penalty: 6114.137695
	Iteration 78Q: 3 clusters Score -3.15269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 224470 members 
Entering Unmasked Estep 
Score: -31526912.000000 Penalty: 6114.137695
	Iteration 79Q: 3 clusters Score -3.152691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 224477 members 
Entering Unmasked Estep 
Score: -31526930.000000 Penalty: 6114.137695
	Iteration 80F: 3 clusters Score -3.152693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 224484 members 
Entering Unmasked Estep 
Score: -31526916.000000 Penalty: 6114.137695
	Iteration 81Q: 3 clusters Score -3.152692e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 224492 members 
Entering Unmasked Estep 
Score: -31526930.000000 Penalty: 6114.137695
	Iteration 82Q: 3 clusters Score -3.152693e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 224499 members 
Entering Unmasked Estep 
Score: -31526936.000000 Penalty: 6114.137695
	Iteration 83Q: 3 clusters Score -3.152694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 224506 members 
Entering Unmasked Estep 
Score: -31526950.000000 Penalty: 6114.137695
	Iteration 84Q: 3 clusters Score -3.152695e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 224509 members 
Entering Unmasked Estep 
Score: -31526962.000000 Penalty: 6114.137695
	Iteration 85Q: 3 clusters Score -3.152696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 224511 members 
Entering Unmasked Estep 
Score: -31526942.000000 Penalty: 6114.137695
	Iteration 86Q: 3 clusters Score -3.152694e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 224511 members 
Entering Unmasked Estep 
Score: -31526942.000000 Penalty: 6114.137695
	Iteration 87F: 3 clusters Score -3.152694e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Entering Unmasked Estep 
Score: -1809306.000000 Penalty: 2364.292480
	Iteration 0F: 2 clusters Score -1809306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1799250.625000 Penalty: 4728.584961
	Iteration 0F: 3 clusters Score -1799251 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1802346.250000 Penalty: 4728.584961
	Iteration 1F: 3 clusters Score -1802346 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1802736.125000 Penalty: 4728.584961
	Iteration 2F: 3 clusters Score -1802736 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1803014.500000 Penalty: 4728.584961
	Iteration 3F: 3 clusters Score -1803014 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1803241.625000 Penalty: 4728.584961
	Iteration 4Q: 3 clusters Score -1803242 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1803453.500000 Penalty: 4728.584961
	Iteration 5Q: 3 clusters Score -1803454 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1803674.875000 Penalty: 4728.584961
	Iteration 6Q: 3 clusters Score -1803675 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1803917.500000 Penalty: 4728.584961
	Iteration 7Q: 3 clusters Score -1803918 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1804160.250000 Penalty: 4728.584961
	Iteration 8Q: 3 clusters Score -1804160 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1804390.875000 Penalty: 4728.584961
	Iteration 9Q: 3 clusters Score -1804391 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1804623.750000 Penalty: 4728.584961
	Iteration 10Q: 3 clusters Score -1804624 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1804877.750000 Penalty: 4728.584961
	Iteration 11Q: 3 clusters Score -1804878 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1805118.375000 Penalty: 4728.584961
	Iteration 12Q: 3 clusters Score -1805118 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1805315.250000 Penalty: 4728.584961
	Iteration 13Q: 3 clusters Score -1805315 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1805496.750000 Penalty: 4728.584961
	Iteration 14Q: 3 clusters Score -1805497 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1805663.000000 Penalty: 4728.584961
	Iteration 15Q: 3 clusters Score -1805663 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1805827.750000 Penalty: 4728.584961
	Iteration 16Q: 3 clusters Score -1805828 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1805968.000000 Penalty: 4728.584961
	Iteration 17Q: 3 clusters Score -1805968 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1806082.750000 Penalty: 4728.584961
	Iteration 18Q: 3 clusters Score -1806083 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1806193.750000 Penalty: 4728.584961
	Iteration 19Q: 3 clusters Score -1806194 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1806282.375000 Penalty: 4728.584961
	Iteration 20F: 3 clusters Score -1806282 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1806358.875000 Penalty: 4728.584961
	Iteration 21Q: 3 clusters Score -1806359 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1806418.750000 Penalty: 4728.584961
	Iteration 22Q: 3 clusters Score -1806419 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -1806478.750000 Penalty: 4728.584961
	Iteration 23Q: 3 clusters Score -1806479 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1806537.250000 Penalty: 4728.584961
	Iteration 24Q: 3 clusters Score -1806537 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1806588.250000 Penalty: 4728.584961
	Iteration 25Q: 3 clusters Score -1806588 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1806644.250000 Penalty: 4728.584961
	Iteration 26Q: 3 clusters Score -1806644 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1806692.000000 Penalty: 4728.584961
	Iteration 27Q: 3 clusters Score -1806692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1806732.000000 Penalty: 4728.584961
	Iteration 28Q: 3 clusters Score -1806732 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1806767.750000 Penalty: 4728.584961
	Iteration 29Q: 3 clusters Score -1806768 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1806791.125000 Penalty: 4728.584961
	Iteration 30Q: 3 clusters Score -1806791 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1806814.625000 Penalty: 4728.584961
	Iteration 31Q: 3 clusters Score -1806815 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1806833.500000 Penalty: 4728.584961
	Iteration 32Q: 3 clusters Score -1806834 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1806856.750000 Penalty: 4728.584961
	Iteration 33Q: 3 clusters Score -1806857 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1806886.125000 Penalty: 4728.584961
	Iteration 34Q: 3 clusters Score -1806886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1806903.250000 Penalty: 4728.584961
	Iteration 35Q: 3 clusters Score -1806903 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1806923.500000 Penalty: 4728.584961
	Iteration 36Q: 3 clusters Score -1806924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1806938.250000 Penalty: 4728.584961
	Iteration 37Q: 3 clusters Score -1806938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1806953.250000 Penalty: 4728.584961
	Iteration 38Q: 3 clusters Score -1806953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1806964.750000 Penalty: 4728.584961
	Iteration 39Q: 3 clusters Score -1806965 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1806980.625000 Penalty: 4728.584961
	Iteration 40F: 3 clusters Score -1806981 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1806993.750000 Penalty: 4728.584961
	Iteration 41Q: 3 clusters Score -1806994 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1807007.625000 Penalty: 4728.584961
	Iteration 42Q: 3 clusters Score -1807008 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1807023.125000 Penalty: 4728.584961
	Iteration 43Q: 3 clusters Score -1807023 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1807036.625000 Penalty: 4728.584961
	Iteration 44Q: 3 clusters Score -1807037 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1807044.750000 Penalty: 4728.584961
	Iteration 45Q: 3 clusters Score -1807045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1807051.000000 Penalty: 4728.584961
	Iteration 46Q: 3 clusters Score -1807051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1807065.375000 Penalty: 4728.584961
	Iteration 47Q: 3 clusters Score -1807065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1807075.125000 Penalty: 4728.584961
	Iteration 48Q: 3 clusters Score -1807075 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1807082.375000 Penalty: 4728.584961
	Iteration 49Q: 3 clusters Score -1807082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1807098.500000 Penalty: 4728.584961
	Iteration 50Q: 3 clusters Score -1807098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1807109.375000 Penalty: 4728.584961
	Iteration 51Q: 3 clusters Score -1807109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1807112.375000 Penalty: 4728.584961
	Iteration 52Q: 3 clusters Score -1807112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1807120.250000 Penalty: 4728.584961
	Iteration 53Q: 3 clusters Score -1807120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1807118.750000 Penalty: 4728.584961
	Iteration 54Q: 3 clusters Score -1807119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1807120.125000 Penalty: 4728.584961
	Iteration 55Q: 3 clusters Score -1807120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1807124.375000 Penalty: 4728.584961
	Iteration 56Q: 3 clusters Score -1807124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1807124.750000 Penalty: 4728.584961
	Iteration 57Q: 3 clusters Score -1807125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1807126.250000 Penalty: 4728.584961
	Iteration 58Q: 3 clusters Score -1807126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1807126.250000 Penalty: 4728.584961
	Iteration 59Q: 3 clusters Score -1807126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1807130.875000 Penalty: 4728.584961
	Iteration 60F: 3 clusters Score -1807131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1807132.875000 Penalty: 4728.584961
	Iteration 61Q: 3 clusters Score -1807133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1807135.500000 Penalty: 4728.584961
	Iteration 62Q: 3 clusters Score -1807136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1807135.500000 Penalty: 4728.584961
	Iteration 63Q: 3 clusters Score -1807136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1807138.875000 Penalty: 4728.584961
	Iteration 64Q: 3 clusters Score -1807139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1807142.500000 Penalty: 4728.584961
	Iteration 65Q: 3 clusters Score -1807142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1807141.625000 Penalty: 4728.584961
	Iteration 66Q: 3 clusters Score -1807142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1807150.000000 Penalty: 4728.584961
	Iteration 67Q: 3 clusters Score -1807150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1807151.875000 Penalty: 4728.584961
	Iteration 68Q: 3 clusters Score -1807152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1807156.125000 Penalty: 4728.584961
	Iteration 69Q: 3 clusters Score -1807156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1807153.625000 Penalty: 4728.584961
	Iteration 70Q: 3 clusters Score -1807154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1807155.375000 Penalty: 4728.584961
	Iteration 71Q: 3 clusters Score -1807155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1807155.625000 Penalty: 4728.584961
	Iteration 72Q: 3 clusters Score -1807156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1807155.750000 Penalty: 4728.584961
	Iteration 73Q: 3 clusters Score -1807156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1807161.250000 Penalty: 4728.584961
	Iteration 74Q: 3 clusters Score -1807161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1807170.875000 Penalty: 4728.584961
	Iteration 75Q: 3 clusters Score -1807171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1807173.750000 Penalty: 4728.584961
	Iteration 76Q: 3 clusters Score -1807174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1807176.125000 Penalty: 4728.584961
	Iteration 77Q: 3 clusters Score -1807176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1807183.000000 Penalty: 4728.584961
	Iteration 78Q: 3 clusters Score -1807183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1807186.125000 Penalty: 4728.584961
	Iteration 79Q: 3 clusters Score -1807186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1807188.375000 Penalty: 4728.584961
	Iteration 80F: 3 clusters Score -1807188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1807186.875000 Penalty: 4728.584961
	Iteration 81Q: 3 clusters Score -1807187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1807190.125000 Penalty: 4728.584961
	Iteration 82Q: 3 clusters Score -1807190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1807192.750000 Penalty: 4728.584961
	Iteration 83Q: 3 clusters Score -1807193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1807194.125000 Penalty: 4728.584961
	Iteration 84Q: 3 clusters Score -1807194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1807195.000000 Penalty: 4728.584961
	Iteration 85Q: 3 clusters Score -1807195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1807196.375000 Penalty: 4728.584961
	Iteration 86Q: 3 clusters Score -1807196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1807195.000000 Penalty: 4728.584961
	Iteration 87Q: 3 clusters Score -1807195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1807194.000000 Penalty: 4728.584961
	Iteration 88Q: 3 clusters Score -1807194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1807194.375000 Penalty: 4728.584961
	Iteration 89Q: 3 clusters Score -1807194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1807193.125000 Penalty: 4728.584961
	Iteration 90Q: 3 clusters Score -1807193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1807196.000000 Penalty: 4728.584961
	Iteration 91Q: 3 clusters Score -1807196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1807196.125000 Penalty: 4728.584961
	Iteration 92Q: 3 clusters Score -1807196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1807196.125000 Penalty: 4728.584961
	Iteration 93F: 3 clusters Score -1807196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -29565.650391 Penalty: 1357.123047
	Iteration 0F: 2 clusters Score -29565.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28398.400391 Penalty: 2714.246094
	Iteration 0F: 3 clusters Score -28398.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28478.070312 Penalty: 2714.246094
	Iteration 1F: 3 clusters Score -28478.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28495.443359 Penalty: 2714.246094
	Iteration 2Q: 3 clusters Score -28495.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28495.443359 Penalty: 2714.246094
	Iteration 3F: 3 clusters Score -28495.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (47885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Entering Unmasked Estep 
Score: -6449355.500000 Penalty: 2672.586426
	Iteration 0F: 2 clusters Score -6449356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -6417036.000000 Penalty: 5345.172852
	Iteration 0F: 3 clusters Score -6417036 nChanged 22219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -6429288.000000 Penalty: 5345.172852
	Iteration 1F: 3 clusters Score -6429288 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -6429861.500000 Penalty: 5345.172852
	Iteration 2Q: 3 clusters Score -6429862 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -6430431.500000 Penalty: 5345.172852
	Iteration 3Q: 3 clusters Score -6430432 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -6431124.500000 Penalty: 5345.172852
	Iteration 4Q: 3 clusters Score -6431124 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -6431999.500000 Penalty: 5345.172852
	Iteration 5Q: 3 clusters Score -6432000 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -6433142.500000 Penalty: 5345.172852
	Iteration 6Q: 3 clusters Score -6433142 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -6434569.500000 Penalty: 5345.172852
	Iteration 7Q: 3 clusters Score -6434570 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -6436175.500000 Penalty: 5345.172852
	Iteration 8F: 3 clusters Score -6436176 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -6438045.000000 Penalty: 5345.172852
	Iteration 9F: 3 clusters Score -6438045 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -6439955.000000 Penalty: 5345.172852
	Iteration 10F: 3 clusters Score -6439955 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -6441630.000000 Penalty: 5345.172852
	Iteration 11Q: 3 clusters Score -6441630 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41313 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -6442980.000000 Penalty: 5345.172852
	Iteration 12Q: 3 clusters Score -6442980 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -6444027.500000 Penalty: 5345.172852
	Iteration 13Q: 3 clusters Score -6444028 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -6444841.500000 Penalty: 5345.172852
	Iteration 14Q: 3 clusters Score -6444842 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -6445548.500000 Penalty: 5345.172852
	Iteration 15Q: 3 clusters Score -6445548 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -6446015.000000 Penalty: 5345.172852
	Iteration 16Q: 3 clusters Score -6446015 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6446402.000000 Penalty: 5345.172852
	Iteration 17Q: 3 clusters Score -6446402 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6446601.500000 Penalty: 5345.172852
	Iteration 18Q: 3 clusters Score -6446602 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -6446783.000000 Penalty: 5345.172852
	Iteration 19Q: 3 clusters Score -6446783 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -6446866.000000 Penalty: 5345.172852
	Iteration 20F: 3 clusters Score -6446866 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6446938.000000 Penalty: 5345.172852
	Iteration 21Q: 3 clusters Score -6446938 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47029 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6446985.500000 Penalty: 5345.172852
	Iteration 22Q: 3 clusters Score -6446986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47083 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -6447010.000000 Penalty: 5345.172852
	Iteration 23Q: 3 clusters Score -6447010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -6447041.500000 Penalty: 5345.172852
	Iteration 24Q: 3 clusters Score -6447042 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47157 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -6447044.000000 Penalty: 5345.172852
	Iteration 25Q: 3 clusters Score -6447044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6447065.000000 Penalty: 5345.172852
	Iteration 26Q: 3 clusters Score -6447065 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47208 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -6447088.500000 Penalty: 5345.172852
	Iteration 27Q: 3 clusters Score -6447088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6447105.000000 Penalty: 5345.172852
	Iteration 28Q: 3 clusters Score -6447105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -6447106.500000 Penalty: 5345.172852
	Iteration 29Q: 3 clusters Score -6447106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6447105.000000 Penalty: 5345.172852
	Iteration 30Q: 3 clusters Score -6447105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6447116.500000 Penalty: 5345.172852
	Iteration 31Q: 3 clusters Score -6447116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6447129.500000 Penalty: 5345.172852
	Iteration 32Q: 3 clusters Score -6447130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47270 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6447131.000000 Penalty: 5345.172852
	Iteration 33Q: 3 clusters Score -6447131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6447124.500000 Penalty: 5345.172852
	Iteration 34Q: 3 clusters Score -6447124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47274 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6447133.500000 Penalty: 5345.172852
	Iteration 35Q: 3 clusters Score -6447134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47276 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6447130.500000 Penalty: 5345.172852
	Iteration 36Q: 3 clusters Score -6447130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -6447133.000000 Penalty: 5345.172852
	Iteration 37Q: 3 clusters Score -6447133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6447128.000000 Penalty: 5345.172852
	Iteration 38Q: 3 clusters Score -6447128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47282 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -6447128.000000 Penalty: 5345.172852
	Iteration 39F: 3 clusters Score -6447128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (142870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142870 members 
Entering Unmasked Estep 
Score: -19911960.000000 Penalty: 2943.683105
	Iteration 0F: 2 clusters Score -1.991196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71412 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -19816722.000000 Penalty: 5887.366211
	Iteration 0F: 3 clusters Score -1.981672e+07 nChanged 68199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71749 members 
Mstep: Class 2 contains 71121 members 
Entering Unmasked Estep 
Score: -19856076.000000 Penalty: 5887.366211
	Iteration 1F: 3 clusters Score -1.985608e+07 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71748 members 
Mstep: Class 2 contains 71122 members 
Entering Unmasked Estep 
Score: -19857172.000000 Penalty: 5887.366211
	Iteration 2Q: 3 clusters Score -1.985717e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71575 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -19858688.000000 Penalty: 5887.366211
	Iteration 3Q: 3 clusters Score -1.985869e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71239 members 
Mstep: Class 2 contains 71631 members 
Entering Unmasked Estep 
Score: -19860574.000000 Penalty: 5887.366211
	Iteration 4Q: 3 clusters Score -1.986057e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70557 members 
Mstep: Class 2 contains 72313 members 
Entering Unmasked Estep 
Score: -19862816.000000 Penalty: 5887.366211
	Iteration 5Q: 3 clusters Score -1.986282e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 73460 members 
Entering Unmasked Estep 
Score: -19866096.000000 Penalty: 5887.366211
	Iteration 6Q: 3 clusters Score -1.98661e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67628 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -19869804.000000 Penalty: 5887.366211
	Iteration 7F: 3 clusters Score -1.98698e+07 nChanged 7951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65219 members 
Mstep: Class 2 contains 77651 members 
Entering Unmasked Estep 
Score: -19874126.000000 Penalty: 5887.366211
	Iteration 8F: 3 clusters Score -1.987413e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 80612 members 
Entering Unmasked Estep 
Score: -19878626.000000 Penalty: 5887.366211
	Iteration 9F: 3 clusters Score -1.987863e+07 nChanged 7305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59259 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -19882798.000000 Penalty: 5887.366211
	Iteration 10F: 3 clusters Score -1.98828e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56380 members 
Mstep: Class 2 contains 86490 members 
Entering Unmasked Estep 
Score: -19886184.000000 Penalty: 5887.366211
	Iteration 11Q: 3 clusters Score -1.988618e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53764 members 
Mstep: Class 2 contains 89106 members 
Entering Unmasked Estep 
Score: -19888432.000000 Penalty: 5887.366211
	Iteration 12Q: 3 clusters Score -1.988843e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51283 members 
Mstep: Class 2 contains 91587 members 
Entering Unmasked Estep 
Score: -19889900.000000 Penalty: 5887.366211
	Iteration 13Q: 3 clusters Score -1.98899e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 93944 members 
Entering Unmasked Estep 
Score: -19890788.000000 Penalty: 5887.366211
	Iteration 14Q: 3 clusters Score -1.989079e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 96252 members 
Entering Unmasked Estep 
Score: -19891494.000000 Penalty: 5887.366211
	Iteration 15Q: 3 clusters Score -1.989149e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -19892126.000000 Penalty: 5887.366211
	Iteration 16Q: 3 clusters Score -1.989213e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 100925 members 
Entering Unmasked Estep 
Score: -19892916.000000 Penalty: 5887.366211
	Iteration 17Q: 3 clusters Score -1.989292e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 103291 members 
Entering Unmasked Estep 
Score: -19893598.000000 Penalty: 5887.366211
	Iteration 18Q: 3 clusters Score -1.98936e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 105785 members 
Entering Unmasked Estep 
Score: -19894284.000000 Penalty: 5887.366211
	Iteration 19Q: 3 clusters Score -1.989428e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 108392 members 
Entering Unmasked Estep 
Score: -19895118.000000 Penalty: 5887.366211
	Iteration 20F: 3 clusters Score -1.989512e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 111054 members 
Entering Unmasked Estep 
Score: -19896172.000000 Penalty: 5887.366211
	Iteration 21Q: 3 clusters Score -1.989617e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 113708 members 
Entering Unmasked Estep 
Score: -19897198.000000 Penalty: 5887.366211
	Iteration 22Q: 3 clusters Score -1.98972e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 116354 members 
Entering Unmasked Estep 
Score: -19898260.000000 Penalty: 5887.366211
	Iteration 23Q: 3 clusters Score -1.989826e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 119042 members 
Entering Unmasked Estep 
Score: -19899320.000000 Penalty: 5887.366211
	Iteration 24Q: 3 clusters Score -1.989932e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 121750 members 
Entering Unmasked Estep 
Score: -19900384.000000 Penalty: 5887.366211
	Iteration 25Q: 3 clusters Score -1.990038e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 124370 members 
Entering Unmasked Estep 
Score: -19901412.000000 Penalty: 5887.366211
	Iteration 26Q: 3 clusters Score -1.990141e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 126880 members 
Entering Unmasked Estep 
Score: -19902580.000000 Penalty: 5887.366211
	Iteration 27Q: 3 clusters Score -1.990258e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 129324 members 
Entering Unmasked Estep 
Score: -19903842.000000 Penalty: 5887.366211
	Iteration 28Q: 3 clusters Score -1.990384e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 131649 members 
Entering Unmasked Estep 
Score: -19905084.000000 Penalty: 5887.366211
	Iteration 29Q: 3 clusters Score -1.990508e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 133698 members 
Entering Unmasked Estep 
Score: -19906260.000000 Penalty: 5887.366211
	Iteration 30Q: 3 clusters Score -1.990626e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 135506 members 
Entering Unmasked Estep 
Score: -19907180.000000 Penalty: 5887.366211
	Iteration 31Q: 3 clusters Score -1.990718e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 136941 members 
Entering Unmasked Estep 
Score: -19907848.000000 Penalty: 5887.366211
	Iteration 32Q: 3 clusters Score -1.990785e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 138090 members 
Entering Unmasked Estep 
Score: -19908392.000000 Penalty: 5887.366211
	Iteration 33Q: 3 clusters Score -1.990839e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 138932 members 
Entering Unmasked Estep 
Score: -19908710.000000 Penalty: 5887.366211
	Iteration 34Q: 3 clusters Score -1.990871e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 139562 members 
Entering Unmasked Estep 
Score: -19908966.000000 Penalty: 5887.366211
	Iteration 35Q: 3 clusters Score -1.990897e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 140030 members 
Entering Unmasked Estep 
Score: -19909178.000000 Penalty: 5887.366211
	Iteration 36Q: 3 clusters Score -1.990918e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 140407 members 
Entering Unmasked Estep 
Score: -19909266.000000 Penalty: 5887.366211
	Iteration 37Q: 3 clusters Score -1.990927e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 140694 members 
Entering Unmasked Estep 
Score: -19909366.000000 Penalty: 5887.366211
	Iteration 38Q: 3 clusters Score -1.990937e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 140922 members 
Entering Unmasked Estep 
Score: -19909526.000000 Penalty: 5887.366211
	Iteration 39Q: 3 clusters Score -1.990953e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 141099 members 
Entering Unmasked Estep 
Score: -19909590.000000 Penalty: 5887.366211
	Iteration 40F: 3 clusters Score -1.990959e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 141223 members 
Entering Unmasked Estep 
Score: -19909602.000000 Penalty: 5887.366211
	Iteration 41Q: 3 clusters Score -1.99096e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 141333 members 
Entering Unmasked Estep 
Score: -19909626.000000 Penalty: 5887.366211
	Iteration 42Q: 3 clusters Score -1.990963e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 141416 members 
Entering Unmasked Estep 
Score: -19909652.000000 Penalty: 5887.366211
	Iteration 43Q: 3 clusters Score -1.990965e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 141475 members 
Entering Unmasked Estep 
Score: -19909702.000000 Penalty: 5887.366211
	Iteration 44Q: 3 clusters Score -1.99097e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 141516 members 
Entering Unmasked Estep 
Score: -19909712.000000 Penalty: 5887.366211
	Iteration 45Q: 3 clusters Score -1.990971e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 141553 members 
Entering Unmasked Estep 
Score: -19909726.000000 Penalty: 5887.366211
	Iteration 46Q: 3 clusters Score -1.990973e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 141582 members 
Entering Unmasked Estep 
Score: -19909734.000000 Penalty: 5887.366211
	Iteration 47Q: 3 clusters Score -1.990973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 141618 members 
Entering Unmasked Estep 
Score: -19909742.000000 Penalty: 5887.366211
	Iteration 48Q: 3 clusters Score -1.990974e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 141639 members 
Entering Unmasked Estep 
Score: -19909756.000000 Penalty: 5887.366211
	Iteration 49Q: 3 clusters Score -1.990976e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 141654 members 
Entering Unmasked Estep 
Score: -19909778.000000 Penalty: 5887.366211
	Iteration 50Q: 3 clusters Score -1.990978e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 141666 members 
Entering Unmasked Estep 
Score: -19909782.000000 Penalty: 5887.366211
	Iteration 51Q: 3 clusters Score -1.990978e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 141676 members 
Entering Unmasked Estep 
Score: -19909788.000000 Penalty: 5887.366211
	Iteration 52Q: 3 clusters Score -1.990979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 141684 members 
Entering Unmasked Estep 
Score: -19909798.000000 Penalty: 5887.366211
	Iteration 53Q: 3 clusters Score -1.99098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 141692 members 
Entering Unmasked Estep 
Score: -19909804.000000 Penalty: 5887.366211
	Iteration 54Q: 3 clusters Score -1.99098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 141698 members 
Entering Unmasked Estep 
Score: -19909810.000000 Penalty: 5887.366211
	Iteration 55Q: 3 clusters Score -1.990981e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 141703 members 
Entering Unmasked Estep 
Score: -19909808.000000 Penalty: 5887.366211
	Iteration 56Q: 3 clusters Score -1.990981e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 141709 members 
Entering Unmasked Estep 
Score: -19909792.000000 Penalty: 5887.366211
	Iteration 57Q: 3 clusters Score -1.990979e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 141712 members 
Entering Unmasked Estep 
Score: -19909812.000000 Penalty: 5887.366211
	Iteration 58Q: 3 clusters Score -1.990981e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 141714 members 
Entering Unmasked Estep 
Score: -19909804.000000 Penalty: 5887.366211
	Iteration 59Q: 3 clusters Score -1.99098e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 141715 members 
Entering Unmasked Estep 
Score: -19909812.000000 Penalty: 5887.366211
	Iteration 60F: 3 clusters Score -1.990981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 141716 members 
Entering Unmasked Estep 
Score: -19909806.000000 Penalty: 5887.366211
	Iteration 61Q: 3 clusters Score -1.990981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 141716 members 
Entering Unmasked Estep 
Score: -19909806.000000 Penalty: 5887.366211
	Iteration 62F: 3 clusters Score -1.990981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Entering Unmasked Estep 
Score: -143719.437500 Penalty: 1735.177002
	Iteration 0F: 2 clusters Score -143719.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -141806.546875 Penalty: 3470.354004
	Iteration 0F: 3 clusters Score -141806.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -142507.453125 Penalty: 3470.354004
	Iteration 1F: 3 clusters Score -142507.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -142757.234375 Penalty: 3470.354004
	Iteration 2F: 3 clusters Score -142757.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -142916.406250 Penalty: 3470.354004
	Iteration 3Q: 3 clusters Score -142916.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -143088.015625 Penalty: 3470.354004
	Iteration 4Q: 3 clusters Score -143088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -143251.375000 Penalty: 3470.354004
	Iteration 5Q: 3 clusters Score -143251.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -143473.734375 Penalty: 3470.354004
	Iteration 6Q: 3 clusters Score -143473.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -143694.859375 Penalty: 3470.354004
	Iteration 7Q: 3 clusters Score -143694.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -143919.171875 Penalty: 3470.354004
	Iteration 8Q: 3 clusters Score -143919.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -144071.843750 Penalty: 3470.354004
	Iteration 9Q: 3 clusters Score -144071.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -144165.968750 Penalty: 3470.354004
	Iteration 10Q: 3 clusters Score -144166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -144230.437500 Penalty: 3470.354004
	Iteration 11Q: 3 clusters Score -144230.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -144271.671875 Penalty: 3470.354004
	Iteration 12Q: 3 clusters Score -144271.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -144291.062500 Penalty: 3470.354004
	Iteration 13Q: 3 clusters Score -144291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -144298.968750 Penalty: 3470.354004
	Iteration 14Q: 3 clusters Score -144299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -144303.906250 Penalty: 3470.354004
	Iteration 15Q: 3 clusters Score -144303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144306.015625 Penalty: 3470.354004
	Iteration 16Q: 3 clusters Score -144306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -144306.015625 Penalty: 3470.354004
	Iteration 17F: 3 clusters Score -144306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25537 members 
Mstep: Class 4 contains 55175 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 24398 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 6069 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 1173 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 12 contains 383 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5457 members 
Mstep: Class 15 contains 4870 members 
Mstep: Class 16 contains 94784 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 136091 members 
Mstep: Class 19 contains 18447 members 
Mstep: Class 20 contains 43822 members 
Mstep: Class 21 contains 225684 members 
Mstep: Class 22 contains 13814 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47885 members 
Mstep: Class 25 contains 142870 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 5082 members 
Mstep: Class 28 contains 30780 members 
Mstep: Class 29 contains 505 members 
Entering Unmasked Estep 
Score: -122232072.000000 Penalty: 98657.695312
Splitting cluster 26 changes total score from -122227160.000000 to -122232072.000000
So it's getting split into cluster 29.
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25537 members 
Mstep: Class 4 contains 55175 members 
Mstep: Class 5 contains 721 members 
Mstep: Class 6 contains 24398 members 
Mstep: Class 7 contains 6378 members 
Mstep: Class 8 contains 6069 members 
Mstep: Class 9 contains 5074 members 
Mstep: Class 10 contains 1173 members 
Mstep: Class 11 contains 9568 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5457 members 
Mstep: Class 15 contains 4870 members 
Mstep: Class 16 contains 94784 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 136091 members 
Mstep: Class 19 contains 18447 members 
Mstep: Class 20 contains 43822 members 
Mstep: Class 21 contains 225684 members 
Mstep: Class 22 contains 13814 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47885 members 
Mstep: Class 25 contains 142870 members 
Mstep: Class 26 contains 588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122235328.000000 Penalty: 98657.695312
Iteration 79Q: 30 clusters Score -1.222353e+08 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25534 members 
Mstep: Class 4 contains 54693 members 
Mstep: Class 5 contains 735 members 
Mstep: Class 6 contains 24837 members 
Mstep: Class 7 contains 6370 members 
Mstep: Class 8 contains 6097 members 
Mstep: Class 9 contains 5065 members 
Mstep: Class 10 contains 1175 members 
Mstep: Class 11 contains 10115 members 
Mstep: Class 12 contains 382 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5418 members 
Mstep: Class 15 contains 5436 members 
Mstep: Class 16 contains 94844 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 136528 members 
Mstep: Class 19 contains 18666 members 
Mstep: Class 20 contains 43507 members 
Mstep: Class 21 contains 225782 members 
Mstep: Class 22 contains 13777 members 
Mstep: Class 23 contains 238 members 
Mstep: Class 24 contains 47968 members 
Mstep: Class 25 contains 142803 members 
Mstep: Class 26 contains 588 members 
Mstep: Class 27 contains 4799 members 
Mstep: Class 28 contains 29545 members 
Mstep: Class 29 contains 505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122237616.000000 Penalty: 98657.695312
Iteration 80F: 30 clusters Score -1.222376e+08 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25515 members 
Mstep: Class 4 contains 54199 members 
Mstep: Class 5 contains 745 members 
Mstep: Class 6 contains 24698 members 
Mstep: Class 7 contains 6344 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 5038 members 
Mstep: Class 10 contains 1175 members 
Mstep: Class 11 contains 10471 members 
Mstep: Class 12 contains 392 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5371 members 
Mstep: Class 15 contains 5848 members 
Mstep: Class 16 contains 94712 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 136664 members 
Mstep: Class 19 contains 18875 members 
Mstep: Class 20 contains 42815 members 
Mstep: Class 21 contains 225899 members 
Mstep: Class 22 contains 13737 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 47971 members 
Mstep: Class 25 contains 142790 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 5149 members 
Mstep: Class 28 contains 29565 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239240.000000 Penalty: 98657.695312
Iteration 81Q: 30 clusters Score -1.222392e+08 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25493 members 
Mstep: Class 4 contains 53771 members 
Mstep: Class 5 contains 752 members 
Mstep: Class 6 contains 24691 members 
Mstep: Class 7 contains 6323 members 
Mstep: Class 8 contains 6145 members 
Mstep: Class 9 contains 5024 members 
Mstep: Class 10 contains 1176 members 
Mstep: Class 11 contains 10751 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5313 members 
Mstep: Class 15 contains 6146 members 
Mstep: Class 16 contains 94570 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 137009 members 
Mstep: Class 19 contains 19078 members 
Mstep: Class 20 contains 42194 members 
Mstep: Class 21 contains 225959 members 
Mstep: Class 22 contains 13696 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 47994 members 
Mstep: Class 25 contains 142736 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 5445 members 
Mstep: Class 28 contains 29431 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122239928.000000 Penalty: 98657.695312
Iteration 82Q: 30 clusters Score -1.222399e+08 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25457 members 
Mstep: Class 4 contains 53355 members 
Mstep: Class 5 contains 757 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 6303 members 
Mstep: Class 8 contains 6195 members 
Mstep: Class 9 contains 5006 members 
Mstep: Class 10 contains 1176 members 
Mstep: Class 11 contains 10985 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5260 members 
Mstep: Class 15 contains 6380 members 
Mstep: Class 16 contains 94423 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 137398 members 
Mstep: Class 19 contains 19284 members 
Mstep: Class 20 contains 41657 members 
Mstep: Class 21 contains 226035 members 
Mstep: Class 22 contains 13647 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48027 members 
Mstep: Class 25 contains 142635 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 5707 members 
Mstep: Class 28 contains 29306 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122240496.000000 Penalty: 98657.695312
Iteration 83Q: 30 clusters Score -1.222405e+08 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25427 members 
Mstep: Class 4 contains 52976 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 24742 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 6245 members 
Mstep: Class 9 contains 4998 members 
Mstep: Class 10 contains 1177 members 
Mstep: Class 11 contains 11206 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 6578 members 
Mstep: Class 16 contains 94273 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 137765 members 
Mstep: Class 19 contains 19477 members 
Mstep: Class 20 contains 41156 members 
Mstep: Class 21 contains 226102 members 
Mstep: Class 22 contains 13580 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48062 members 
Mstep: Class 25 contains 142531 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 5944 members 
Mstep: Class 28 contains 29217 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122241000.000000 Penalty: 98657.695312
Iteration 84Q: 30 clusters Score -1.22241e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25399 members 
Mstep: Class 4 contains 52585 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 24782 members 
Mstep: Class 7 contains 6259 members 
Mstep: Class 8 contains 6286 members 
Mstep: Class 9 contains 4986 members 
Mstep: Class 10 contains 1175 members 
Mstep: Class 11 contains 11392 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5151 members 
Mstep: Class 15 contains 6728 members 
Mstep: Class 16 contains 94204 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 138105 members 
Mstep: Class 19 contains 19667 members 
Mstep: Class 20 contains 40652 members 
Mstep: Class 21 contains 226204 members 
Mstep: Class 22 contains 13527 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48083 members 
Mstep: Class 25 contains 142409 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 6195 members 
Mstep: Class 28 contains 29154 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122241120.000000 Penalty: 98657.695312
Iteration 85Q: 30 clusters Score -1.222411e+08 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25382 members 
Mstep: Class 4 contains 52263 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 24806 members 
Mstep: Class 7 contains 6246 members 
Mstep: Class 8 contains 6327 members 
Mstep: Class 9 contains 4977 members 
Mstep: Class 10 contains 1175 members 
Mstep: Class 11 contains 11559 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5079 members 
Mstep: Class 15 contains 6836 members 
Mstep: Class 16 contains 94137 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 138457 members 
Mstep: Class 19 contains 19845 members 
Mstep: Class 20 contains 40168 members 
Mstep: Class 21 contains 226235 members 
Mstep: Class 22 contains 13490 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48105 members 
Mstep: Class 25 contains 142296 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 6448 members 
Mstep: Class 28 contains 29112 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122241328.000000 Penalty: 98657.695312
Iteration 86Q: 30 clusters Score -1.222413e+08 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25363 members 
Mstep: Class 4 contains 51955 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 24827 members 
Mstep: Class 7 contains 6232 members 
Mstep: Class 8 contains 6364 members 
Mstep: Class 9 contains 4974 members 
Mstep: Class 10 contains 1174 members 
Mstep: Class 11 contains 11708 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 5020 members 
Mstep: Class 15 contains 6918 members 
Mstep: Class 16 contains 94080 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 138857 members 
Mstep: Class 19 contains 20011 members 
Mstep: Class 20 contains 39718 members 
Mstep: Class 21 contains 226269 members 
Mstep: Class 22 contains 13437 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48136 members 
Mstep: Class 25 contains 142157 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 6669 members 
Mstep: Class 28 contains 29074 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122241440.000000 Penalty: 98657.695312
Iteration 87Q: 30 clusters Score -1.222414e+08 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25345 members 
Mstep: Class 4 contains 51573 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 24870 members 
Mstep: Class 7 contains 6216 members 
Mstep: Class 8 contains 6399 members 
Mstep: Class 9 contains 4976 members 
Mstep: Class 10 contains 1174 members 
Mstep: Class 11 contains 11839 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 15 contains 6969 members 
Mstep: Class 16 contains 93962 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 139314 members 
Mstep: Class 19 contains 20170 members 
Mstep: Class 20 contains 39326 members 
Mstep: Class 21 contains 226329 members 
Mstep: Class 22 contains 13403 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48162 members 
Mstep: Class 25 contains 142045 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 6862 members 
Mstep: Class 28 contains 29027 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122241744.000000 Penalty: 98657.695312
Iteration 88Q: 30 clusters Score -1.222417e+08 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25323 members 
Mstep: Class 4 contains 51238 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 24910 members 
Mstep: Class 7 contains 6205 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 4969 members 
Mstep: Class 10 contains 1172 members 
Mstep: Class 11 contains 11969 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4944 members 
Mstep: Class 15 contains 7014 members 
Mstep: Class 16 contains 93799 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 139770 members 
Mstep: Class 19 contains 20311 members 
Mstep: Class 20 contains 38964 members 
Mstep: Class 21 contains 226440 members 
Mstep: Class 22 contains 13381 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48185 members 
Mstep: Class 25 contains 141887 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 7023 members 
Mstep: Class 28 contains 28986 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122241848.000000 Penalty: 98657.695312
Iteration 89Q: 30 clusters Score -1.222418e+08 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25313 members 
Mstep: Class 4 contains 50915 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 24953 members 
Mstep: Class 7 contains 6198 members 
Mstep: Class 8 contains 6505 members 
Mstep: Class 9 contains 4961 members 
Mstep: Class 10 contains 1171 members 
Mstep: Class 11 contains 12098 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4911 members 
Mstep: Class 15 contains 7063 members 
Mstep: Class 16 contains 93593 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 140243 members 
Mstep: Class 19 contains 20437 members 
Mstep: Class 20 contains 38606 members 
Mstep: Class 21 contains 226598 members 
Mstep: Class 22 contains 13349 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48189 members 
Mstep: Class 25 contains 141714 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 7178 members 
Mstep: Class 28 contains 28947 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122241872.000000 Penalty: 98657.695312
Iteration 90Q: 30 clusters Score -1.222419e+08 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25301 members 
Mstep: Class 4 contains 50615 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 24989 members 
Mstep: Class 7 contains 6188 members 
Mstep: Class 8 contains 6550 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 10 contains 1170 members 
Mstep: Class 11 contains 12209 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 7081 members 
Mstep: Class 16 contains 93374 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 140778 members 
Mstep: Class 19 contains 20560 members 
Mstep: Class 20 contains 38281 members 
Mstep: Class 21 contains 226775 members 
Mstep: Class 22 contains 13319 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48204 members 
Mstep: Class 25 contains 141488 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 7327 members 
Mstep: Class 28 contains 28905 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122242072.000000 Penalty: 98657.695312
Iteration 91Q: 30 clusters Score -1.222421e+08 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25276 members 
Mstep: Class 4 contains 50321 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 25029 members 
Mstep: Class 7 contains 6178 members 
Mstep: Class 8 contains 6597 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 1171 members 
Mstep: Class 11 contains 12295 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 7094 members 
Mstep: Class 16 contains 93151 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 141321 members 
Mstep: Class 19 contains 20688 members 
Mstep: Class 20 contains 37964 members 
Mstep: Class 21 contains 226890 members 
Mstep: Class 22 contains 13289 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48231 members 
Mstep: Class 25 contains 141338 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 7463 members 
Mstep: Class 28 contains 28868 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122242272.000000 Penalty: 98657.695312
Iteration 92Q: 30 clusters Score -1.222423e+08 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25266 members 
Mstep: Class 4 contains 50009 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 25063 members 
Mstep: Class 7 contains 6166 members 
Mstep: Class 8 contains 6655 members 
Mstep: Class 9 contains 4948 members 
Mstep: Class 10 contains 1170 members 
Mstep: Class 11 contains 12385 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 7103 members 
Mstep: Class 16 contains 92914 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 141797 members 
Mstep: Class 19 contains 20789 members 
Mstep: Class 20 contains 37655 members 
Mstep: Class 21 contains 227049 members 
Mstep: Class 22 contains 13246 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48262 members 
Mstep: Class 25 contains 141250 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 7588 members 
Mstep: Class 28 contains 28828 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122242768.000000 Penalty: 98657.695312
Iteration 93Q: 30 clusters Score -1.222428e+08 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25286 members 
Mstep: Class 4 contains 49725 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 25105 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 6714 members 
Mstep: Class 9 contains 4944 members 
Mstep: Class 10 contains 1170 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 7116 members 
Mstep: Class 16 contains 92646 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 142280 members 
Mstep: Class 19 contains 20881 members 
Mstep: Class 20 contains 37369 members 
Mstep: Class 21 contains 227183 members 
Mstep: Class 22 contains 13228 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48270 members 
Mstep: Class 25 contains 141143 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 7719 members 
Mstep: Class 28 contains 28800 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
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Score: -122242592.000000 Penalty: 98657.695312
Iteration 94Q: 30 clusters Score -1.222426e+08 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25290 members 
Mstep: Class 4 contains 49454 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 25136 members 
Mstep: Class 7 contains 6142 members 
Mstep: Class 8 contains 6764 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 1172 members 
Mstep: Class 11 contains 12529 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 15 contains 7132 members 
Mstep: Class 16 contains 92379 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 142836 members 
Mstep: Class 19 contains 20934 members 
Mstep: Class 20 contains 37098 members 
Mstep: Class 21 contains 227311 members 
Mstep: Class 22 contains 13198 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48283 members 
Mstep: Class 25 contains 141039 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 7828 members 
Mstep: Class 28 contains 28766 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 30 clusters Score -1.222426e+08 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25289 members 
Mstep: Class 4 contains 49193 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 25167 members 
Mstep: Class 7 contains 6127 members 
Mstep: Class 8 contains 6816 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 1172 members 
Mstep: Class 11 contains 12593 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 7138 members 
Mstep: Class 16 contains 92111 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 143375 members 
Mstep: Class 19 contains 21013 members 
Mstep: Class 20 contains 36851 members 
Mstep: Class 21 contains 227384 members 
Mstep: Class 22 contains 13165 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48298 members 
Mstep: Class 25 contains 140959 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 7928 members 
Mstep: Class 28 contains 28741 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
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Iteration 96Q: 30 clusters Score -1.222425e+08 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25306 members 
Mstep: Class 4 contains 48933 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 25186 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 6864 members 
Mstep: Class 9 contains 4946 members 
Mstep: Class 10 contains 1173 members 
Mstep: Class 11 contains 12667 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4639 members 
Mstep: Class 15 contains 7148 members 
Mstep: Class 16 contains 91805 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 143968 members 
Mstep: Class 19 contains 21056 members 
Mstep: Class 20 contains 36597 members 
Mstep: Class 21 contains 227432 members 
Mstep: Class 22 contains 13125 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48310 members 
Mstep: Class 25 contains 140912 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8028 members 
Mstep: Class 28 contains 28727 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
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Iteration 97Q: 30 clusters Score -1.222432e+08 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25294 members 
Mstep: Class 4 contains 48674 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 25212 members 
Mstep: Class 7 contains 6112 members 
Mstep: Class 8 contains 6922 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 1178 members 
Mstep: Class 11 contains 12735 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 7153 members 
Mstep: Class 16 contains 91411 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 144605 members 
Mstep: Class 19 contains 21102 members 
Mstep: Class 20 contains 36353 members 
Mstep: Class 21 contains 227572 members 
Mstep: Class 22 contains 13089 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48315 members 
Mstep: Class 25 contains 140815 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8128 members 
Mstep: Class 28 contains 28714 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
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Iteration 98Q: 30 clusters Score -1.222434e+08 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 476 members 
Mstep: Class 3 contains 25302 members 
Mstep: Class 4 contains 48436 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 25235 members 
Mstep: Class 7 contains 6099 members 
Mstep: Class 8 contains 6980 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 1179 members 
Mstep: Class 11 contains 12818 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4580 members 
Mstep: Class 15 contains 7156 members 
Mstep: Class 16 contains 90910 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 145371 members 
Mstep: Class 19 contains 21152 members 
Mstep: Class 20 contains 36099 members 
Mstep: Class 21 contains 227760 members 
Mstep: Class 22 contains 13044 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48327 members 
Mstep: Class 25 contains 140624 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8240 members 
Mstep: Class 28 contains 28680 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
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Iteration 99Q: 30 clusters Score -1.222432e+08 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 25318 members 
Mstep: Class 4 contains 48216 members 
Mstep: Class 5 contains 756 members 
Mstep: Class 6 contains 25251 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 7036 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 1180 members 
Mstep: Class 11 contains 12902 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4557 members 
Mstep: Class 15 contains 7161 members 
Mstep: Class 16 contains 90329 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 146239 members 
Mstep: Class 19 contains 21199 members 
Mstep: Class 20 contains 35852 members 
Mstep: Class 21 contains 227914 members 
Mstep: Class 22 contains 13015 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48334 members 
Mstep: Class 25 contains 140430 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8324 members 
Mstep: Class 28 contains 28651 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 30 clusters Score -1.222432e+08 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 25302 members 
Mstep: Class 4 contains 48007 members 
Mstep: Class 5 contains 758 members 
Mstep: Class 6 contains 25282 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 7080 members 
Mstep: Class 9 contains 4945 members 
Mstep: Class 10 contains 1181 members 
Mstep: Class 11 contains 12993 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 7166 members 
Mstep: Class 16 contains 89719 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 147193 members 
Mstep: Class 19 contains 21196 members 
Mstep: Class 20 contains 35570 members 
Mstep: Class 21 contains 228065 members 
Mstep: Class 22 contains 12975 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48346 members 
Mstep: Class 25 contains 140265 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8421 members 
Mstep: Class 28 contains 28630 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
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Iteration 101Q: 30 clusters Score -1.222434e+08 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 477 members 
Mstep: Class 3 contains 25278 members 
Mstep: Class 4 contains 47811 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25328 members 
Mstep: Class 7 contains 6054 members 
Mstep: Class 8 contains 7120 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 1182 members 
Mstep: Class 11 contains 13086 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4508 members 
Mstep: Class 15 contains 7175 members 
Mstep: Class 16 contains 89001 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 148214 members 
Mstep: Class 19 contains 21201 members 
Mstep: Class 20 contains 35219 members 
Mstep: Class 21 contains 228248 members 
Mstep: Class 22 contains 12941 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48361 members 
Mstep: Class 25 contains 140128 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8536 members 
Mstep: Class 28 contains 28602 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
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Iteration 102Q: 30 clusters Score -1.222435e+08 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 25288 members 
Mstep: Class 4 contains 47629 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25388 members 
Mstep: Class 7 contains 6036 members 
Mstep: Class 8 contains 7170 members 
Mstep: Class 9 contains 4951 members 
Mstep: Class 10 contains 1183 members 
Mstep: Class 11 contains 13197 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4490 members 
Mstep: Class 15 contains 7186 members 
Mstep: Class 16 contains 88247 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 149261 members 
Mstep: Class 19 contains 21171 members 
Mstep: Class 20 contains 34874 members 
Mstep: Class 21 contains 228386 members 
Mstep: Class 22 contains 12904 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48379 members 
Mstep: Class 25 contains 139996 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8640 members 
Mstep: Class 28 contains 28562 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
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Score: -122243392.000000 Penalty: 98657.695312
Iteration 103Q: 30 clusters Score -1.222434e+08 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 25290 members 
Mstep: Class 4 contains 47458 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25436 members 
Mstep: Class 7 contains 6020 members 
Mstep: Class 8 contains 7225 members 
Mstep: Class 9 contains 4945 members 
Mstep: Class 10 contains 1185 members 
Mstep: Class 11 contains 13319 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4471 members 
Mstep: Class 15 contains 7193 members 
Mstep: Class 16 contains 87404 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 150354 members 
Mstep: Class 19 contains 21119 members 
Mstep: Class 20 contains 34515 members 
Mstep: Class 21 contains 228533 members 
Mstep: Class 22 contains 12883 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48402 members 
Mstep: Class 25 contains 139921 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8739 members 
Mstep: Class 28 contains 28526 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122243968.000000 Penalty: 98657.695312
Iteration 104Q: 30 clusters Score -1.22244e+08 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 25271 members 
Mstep: Class 4 contains 47274 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25477 members 
Mstep: Class 7 contains 6003 members 
Mstep: Class 8 contains 7265 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 1186 members 
Mstep: Class 11 contains 13442 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4450 members 
Mstep: Class 15 contains 7204 members 
Mstep: Class 16 contains 86602 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 151473 members 
Mstep: Class 19 contains 21076 members 
Mstep: Class 20 contains 34158 members 
Mstep: Class 21 contains 228657 members 
Mstep: Class 22 contains 12852 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48432 members 
Mstep: Class 25 contains 139868 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8824 members 
Mstep: Class 28 contains 28487 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
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Iteration 105Q: 30 clusters Score -1.222444e+08 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 478 members 
Mstep: Class 3 contains 25267 members 
Mstep: Class 4 contains 47074 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25527 members 
Mstep: Class 7 contains 5983 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 4928 members 
Mstep: Class 10 contains 1188 members 
Mstep: Class 11 contains 13555 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4442 members 
Mstep: Class 15 contains 7206 members 
Mstep: Class 16 contains 85810 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 152627 members 
Mstep: Class 19 contains 21021 members 
Mstep: Class 20 contains 33830 members 
Mstep: Class 21 contains 228692 members 
Mstep: Class 22 contains 12821 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48463 members 
Mstep: Class 25 contains 139854 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8898 members 
Mstep: Class 28 contains 28456 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
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Iteration 106Q: 30 clusters Score -1.222448e+08 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 25270 members 
Mstep: Class 4 contains 46886 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25591 members 
Mstep: Class 7 contains 5958 members 
Mstep: Class 8 contains 7316 members 
Mstep: Class 9 contains 4920 members 
Mstep: Class 10 contains 1192 members 
Mstep: Class 11 contains 13671 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4443 members 
Mstep: Class 15 contains 7220 members 
Mstep: Class 16 contains 85072 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 153685 members 
Mstep: Class 19 contains 20931 members 
Mstep: Class 20 contains 33513 members 
Mstep: Class 21 contains 228703 members 
Mstep: Class 22 contains 12791 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48493 members 
Mstep: Class 25 contains 139906 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8969 members 
Mstep: Class 28 contains 28407 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
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Score: -122244552.000000 Penalty: 98657.695312
Iteration 107Q: 30 clusters Score -1.222446e+08 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 25313 members 
Mstep: Class 4 contains 46707 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25650 members 
Mstep: Class 7 contains 5931 members 
Mstep: Class 8 contains 7328 members 
Mstep: Class 9 contains 4905 members 
Mstep: Class 10 contains 1198 members 
Mstep: Class 11 contains 13784 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4433 members 
Mstep: Class 15 contains 7231 members 
Mstep: Class 16 contains 84359 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 154607 members 
Mstep: Class 19 contains 20835 members 
Mstep: Class 20 contains 33235 members 
Mstep: Class 21 contains 228636 members 
Mstep: Class 22 contains 12796 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48520 members 
Mstep: Class 25 contains 140036 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9055 members 
Mstep: Class 28 contains 28378 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
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Iteration 108Q: 30 clusters Score -1.222446e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 25359 members 
Mstep: Class 4 contains 46516 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25692 members 
Mstep: Class 7 contains 5899 members 
Mstep: Class 8 contains 7340 members 
Mstep: Class 9 contains 4899 members 
Mstep: Class 10 contains 1199 members 
Mstep: Class 11 contains 13883 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4428 members 
Mstep: Class 15 contains 7251 members 
Mstep: Class 16 contains 83701 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 155492 members 
Mstep: Class 19 contains 20743 members 
Mstep: Class 20 contains 33002 members 
Mstep: Class 21 contains 228612 members 
Mstep: Class 22 contains 12778 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48542 members 
Mstep: Class 25 contains 140140 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9116 members 
Mstep: Class 28 contains 28345 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
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Iteration 109Q: 30 clusters Score -1.222449e+08 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 25420 members 
Mstep: Class 4 contains 46328 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25721 members 
Mstep: Class 7 contains 5873 members 
Mstep: Class 8 contains 7353 members 
Mstep: Class 9 contains 4888 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 13978 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4426 members 
Mstep: Class 15 contains 7259 members 
Mstep: Class 16 contains 83132 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 156237 members 
Mstep: Class 19 contains 20655 members 
Mstep: Class 20 contains 32814 members 
Mstep: Class 21 contains 228653 members 
Mstep: Class 22 contains 12759 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48548 members 
Mstep: Class 25 contains 140189 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9178 members 
Mstep: Class 28 contains 28325 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
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Iteration 110Q: 30 clusters Score -1.222449e+08 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 25478 members 
Mstep: Class 4 contains 46154 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25766 members 
Mstep: Class 7 contains 5852 members 
Mstep: Class 8 contains 7358 members 
Mstep: Class 9 contains 4884 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 14064 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4434 members 
Mstep: Class 15 contains 7270 members 
Mstep: Class 16 contains 82558 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 156887 members 
Mstep: Class 19 contains 20576 members 
Mstep: Class 20 contains 32649 members 
Mstep: Class 21 contains 228760 members 
Mstep: Class 22 contains 12730 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48549 members 
Mstep: Class 25 contains 140231 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9232 members 
Mstep: Class 28 contains 28304 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
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Iteration 111Q: 30 clusters Score -1.222448e+08 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 25541 members 
Mstep: Class 4 contains 45986 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25798 members 
Mstep: Class 7 contains 5828 members 
Mstep: Class 8 contains 7352 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 14146 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4440 members 
Mstep: Class 15 contains 7279 members 
Mstep: Class 16 contains 82044 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 157527 members 
Mstep: Class 19 contains 20488 members 
Mstep: Class 20 contains 32458 members 
Mstep: Class 21 contains 228919 members 
Mstep: Class 22 contains 12712 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48560 members 
Mstep: Class 25 contains 140211 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9291 members 
Mstep: Class 28 contains 28284 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
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Iteration 112Q: 30 clusters Score -1.222449e+08 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 25620 members 
Mstep: Class 4 contains 45841 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25834 members 
Mstep: Class 7 contains 5807 members 
Mstep: Class 8 contains 7356 members 
Mstep: Class 9 contains 4860 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 14221 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4446 members 
Mstep: Class 15 contains 7289 members 
Mstep: Class 16 contains 81498 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 158116 members 
Mstep: Class 19 contains 20405 members 
Mstep: Class 20 contains 32272 members 
Mstep: Class 21 contains 229095 members 
Mstep: Class 22 contains 12691 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48580 members 
Mstep: Class 25 contains 140193 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9347 members 
Mstep: Class 28 contains 28264 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
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Iteration 113Q: 30 clusters Score -1.22245e+08 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 25699 members 
Mstep: Class 4 contains 45699 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25866 members 
Mstep: Class 7 contains 5779 members 
Mstep: Class 8 contains 7360 members 
Mstep: Class 9 contains 4844 members 
Mstep: Class 10 contains 1201 members 
Mstep: Class 11 contains 14311 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4451 members 
Mstep: Class 15 contains 7297 members 
Mstep: Class 16 contains 80965 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 158630 members 
Mstep: Class 19 contains 20316 members 
Mstep: Class 20 contains 32092 members 
Mstep: Class 21 contains 229314 members 
Mstep: Class 22 contains 12668 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48605 members 
Mstep: Class 25 contains 140179 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9405 members 
Mstep: Class 28 contains 28255 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245376.000000 Penalty: 98657.695312
Iteration 114Q: 30 clusters Score -1.222454e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 25796 members 
Mstep: Class 4 contains 45541 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25897 members 
Mstep: Class 7 contains 5762 members 
Mstep: Class 8 contains 7352 members 
Mstep: Class 9 contains 4833 members 
Mstep: Class 10 contains 1202 members 
Mstep: Class 11 contains 14396 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4471 members 
Mstep: Class 15 contains 7305 members 
Mstep: Class 16 contains 80444 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 159160 members 
Mstep: Class 19 contains 20218 members 
Mstep: Class 20 contains 31911 members 
Mstep: Class 21 contains 229515 members 
Mstep: Class 22 contains 12652 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48637 members 
Mstep: Class 25 contains 140144 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9449 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245640.000000 Penalty: 98657.695312
Iteration 115Q: 30 clusters Score -1.222456e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 25884 members 
Mstep: Class 4 contains 45410 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25933 members 
Mstep: Class 7 contains 5747 members 
Mstep: Class 8 contains 7336 members 
Mstep: Class 9 contains 4808 members 
Mstep: Class 10 contains 1204 members 
Mstep: Class 11 contains 14479 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4475 members 
Mstep: Class 15 contains 7315 members 
Mstep: Class 16 contains 80013 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 159619 members 
Mstep: Class 19 contains 20126 members 
Mstep: Class 20 contains 31727 members 
Mstep: Class 21 contains 229751 members 
Mstep: Class 22 contains 12645 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48653 members 
Mstep: Class 25 contains 140054 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9501 members 
Mstep: Class 28 contains 28255 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245696.000000 Penalty: 98657.695312
Iteration 116Q: 30 clusters Score -1.222457e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 25944 members 
Mstep: Class 4 contains 45279 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 25959 members 
Mstep: Class 7 contains 5713 members 
Mstep: Class 8 contains 7317 members 
Mstep: Class 9 contains 4792 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 14579 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4482 members 
Mstep: Class 15 contains 7325 members 
Mstep: Class 16 contains 79648 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 160020 members 
Mstep: Class 19 contains 20065 members 
Mstep: Class 20 contains 31545 members 
Mstep: Class 21 contains 229970 members 
Mstep: Class 22 contains 12635 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48670 members 
Mstep: Class 25 contains 139978 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9554 members 
Mstep: Class 28 contains 28255 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245816.000000 Penalty: 98657.695312
Iteration 117Q: 30 clusters Score -1.222458e+08 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 25986 members 
Mstep: Class 4 contains 45135 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26001 members 
Mstep: Class 7 contains 5678 members 
Mstep: Class 8 contains 7306 members 
Mstep: Class 9 contains 4776 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 14676 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4487 members 
Mstep: Class 15 contains 7329 members 
Mstep: Class 16 contains 79283 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 160439 members 
Mstep: Class 19 contains 20006 members 
Mstep: Class 20 contains 31351 members 
Mstep: Class 21 contains 230221 members 
Mstep: Class 22 contains 12632 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48695 members 
Mstep: Class 25 contains 139874 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9620 members 
Mstep: Class 28 contains 28235 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245800.000000 Penalty: 98657.695312
Iteration 118Q: 30 clusters Score -1.222458e+08 nChanged 2339
Entering ConstructFrom: 
Score: -122245800.000000 Penalty: 98657.695312
Entering ConstructFrom: 
Trying to split cluster 1 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -24645.960938 Penalty: 1328.433472
	Iteration 0F: 2 clusters Score -24645.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23491.105469 Penalty: 2656.866943
	Iteration 0F: 3 clusters Score -23491.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -23573.931641 Penalty: 2656.866943
	Iteration 1F: 3 clusters Score -23573.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -23640.660156 Penalty: 2656.866943
	Iteration 2Q: 3 clusters Score -23640.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23655.666016 Penalty: 2656.866943
	Iteration 3Q: 3 clusters Score -23655.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23663.677734 Penalty: 2656.866943
	Iteration 4Q: 3 clusters Score -23663.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23663.677734 Penalty: 2656.866943
	Iteration 5F: 3 clusters Score -23663.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -63843.785156 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -63843.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62373.824219 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -62373.82 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62516.019531 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -62516.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -62547.066406 Penalty: 3062.197998
	Iteration 2Q: 3 clusters Score -62547.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -62561.285156 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -62561.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -62570.652344 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -62570.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -62572.843750 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -62572.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62576.027344 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -62576.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62576.027344 Penalty: 3062.197998
	Iteration 7F: 3 clusters Score -62576.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Entering Unmasked Estep 
Score: -3654055.500000 Penalty: 2521.569580
	Iteration 0F: 2 clusters Score -3654056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -3636118.500000 Penalty: 5043.139160
	Iteration 0F: 3 clusters Score -3636118 nChanged 11627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3642405.500000 Penalty: 5043.139160
	Iteration 1F: 3 clusters Score -3642406 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -3642858.500000 Penalty: 5043.139160
	Iteration 2Q: 3 clusters Score -3642858 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -3643350.000000 Penalty: 5043.139160
	Iteration 3Q: 3 clusters Score -3643350 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3643953.500000 Penalty: 5043.139160
	Iteration 4Q: 3 clusters Score -3643954 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -3644819.750000 Penalty: 5043.139160
	Iteration 5F: 3 clusters Score -3644820 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -3646015.000000 Penalty: 5043.139160
	Iteration 6F: 3 clusters Score -3646015 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21537 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -3647650.500000 Penalty: 5043.139160
	Iteration 7F: 3 clusters Score -3647650 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -3649283.750000 Penalty: 5043.139160
	Iteration 8F: 3 clusters Score -3649284 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3650564.500000 Penalty: 5043.139160
	Iteration 9F: 3 clusters Score -3650564 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3651203.000000 Penalty: 5043.139160
	Iteration 10Q: 3 clusters Score -3651203 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3651495.500000 Penalty: 5043.139160
	Iteration 11Q: 3 clusters Score -3651496 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3651620.250000 Penalty: 5043.139160
	Iteration 12Q: 3 clusters Score -3651620 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3651674.750000 Penalty: 5043.139160
	Iteration 13Q: 3 clusters Score -3651675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3651698.750000 Penalty: 5043.139160
	Iteration 14Q: 3 clusters Score -3651699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -3651725.750000 Penalty: 5043.139160
	Iteration 15Q: 3 clusters Score -3651726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25761 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3651753.500000 Penalty: 5043.139160
	Iteration 16Q: 3 clusters Score -3651754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3651780.000000 Penalty: 5043.139160
	Iteration 17Q: 3 clusters Score -3651780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -3651791.000000 Penalty: 5043.139160
	Iteration 18Q: 3 clusters Score -3651791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3651802.000000 Penalty: 5043.139160
	Iteration 19Q: 3 clusters Score -3651802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3651804.250000 Penalty: 5043.139160
	Iteration 20F: 3 clusters Score -3651804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3651812.000000 Penalty: 5043.139160
	Iteration 21Q: 3 clusters Score -3651812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3651813.000000 Penalty: 5043.139160
	Iteration 22Q: 3 clusters Score -3651813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3651814.500000 Penalty: 5043.139160
	Iteration 23Q: 3 clusters Score -3651814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3651819.000000 Penalty: 5043.139160
	Iteration 24Q: 3 clusters Score -3651819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3651821.500000 Penalty: 5043.139160
	Iteration 25Q: 3 clusters Score -3651822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3651821.500000 Penalty: 5043.139160
	Iteration 26F: 3 clusters Score -3651822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Entering Unmasked Estep 
Score: -6264365.500000 Penalty: 2657.170166
	Iteration 0F: 2 clusters Score -6264366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -6234003.500000 Penalty: 5314.340332
	Iteration 0F: 3 clusters Score -6234004 nChanged 20727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -6245269.500000 Penalty: 5314.340332
	Iteration 1F: 3 clusters Score -6245270 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -6245812.000000 Penalty: 5314.340332
	Iteration 2Q: 3 clusters Score -6245812 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -6246175.500000 Penalty: 5314.340332
	Iteration 3Q: 3 clusters Score -6246176 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -6246509.500000 Penalty: 5314.340332
	Iteration 4Q: 3 clusters Score -6246510 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -6246809.000000 Penalty: 5314.340332
	Iteration 5Q: 3 clusters Score -6246809 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -6247076.500000 Penalty: 5314.340332
	Iteration 6Q: 3 clusters Score -6247076 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -6247350.000000 Penalty: 5314.340332
	Iteration 7Q: 3 clusters Score -6247350 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -6247596.500000 Penalty: 5314.340332
	Iteration 8Q: 3 clusters Score -6247596 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23481 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -6247829.500000 Penalty: 5314.340332
	Iteration 9Q: 3 clusters Score -6247830 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -6248133.500000 Penalty: 5314.340332
	Iteration 10Q: 3 clusters Score -6248134 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -6248406.000000 Penalty: 5314.340332
	Iteration 11Q: 3 clusters Score -6248406 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -6248756.000000 Penalty: 5314.340332
	Iteration 12Q: 3 clusters Score -6248756 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -6249241.500000 Penalty: 5314.340332
	Iteration 13Q: 3 clusters Score -6249242 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -6249805.000000 Penalty: 5314.340332
	Iteration 14Q: 3 clusters Score -6249805 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -6250519.500000 Penalty: 5314.340332
	Iteration 15Q: 3 clusters Score -6250520 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -6251446.500000 Penalty: 5314.340332
	Iteration 16Q: 3 clusters Score -6251446 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -6252570.000000 Penalty: 5314.340332
	Iteration 17Q: 3 clusters Score -6252570 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -6253925.000000 Penalty: 5314.340332
	Iteration 18Q: 3 clusters Score -6253925 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -6255337.000000 Penalty: 5314.340332
	Iteration 19Q: 3 clusters Score -6255337 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -6256364.000000 Penalty: 5314.340332
	Iteration 20F: 3 clusters Score -6256364 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -6257056.000000 Penalty: 5314.340332
	Iteration 21Q: 3 clusters Score -6257056 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -6257529.500000 Penalty: 5314.340332
	Iteration 22Q: 3 clusters Score -6257530 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -6257983.000000 Penalty: 5314.340332
	Iteration 23Q: 3 clusters Score -6257983 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -6258394.500000 Penalty: 5314.340332
	Iteration 24Q: 3 clusters Score -6258394 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -6258808.000000 Penalty: 5314.340332
	Iteration 25Q: 3 clusters Score -6258808 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -6259181.500000 Penalty: 5314.340332
	Iteration 26Q: 3 clusters Score -6259182 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -6259628.500000 Penalty: 5314.340332
	Iteration 27Q: 3 clusters Score -6259628 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -6260068.500000 Penalty: 5314.340332
	Iteration 28Q: 3 clusters Score -6260068 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -6260515.000000 Penalty: 5314.340332
	Iteration 29Q: 3 clusters Score -6260515 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -6260930.500000 Penalty: 5314.340332
	Iteration 30Q: 3 clusters Score -6260930 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -6261201.000000 Penalty: 5314.340332
	Iteration 31Q: 3 clusters Score -6261201 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -6261418.000000 Penalty: 5314.340332
	Iteration 32Q: 3 clusters Score -6261418 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -6261623.500000 Penalty: 5314.340332
	Iteration 33Q: 3 clusters Score -6261624 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -6261746.500000 Penalty: 5314.340332
	Iteration 34Q: 3 clusters Score -6261746 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -6261893.500000 Penalty: 5314.340332
	Iteration 35Q: 3 clusters Score -6261894 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -6262018.500000 Penalty: 5314.340332
	Iteration 36Q: 3 clusters Score -6262018 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -6262110.500000 Penalty: 5314.340332
	Iteration 37Q: 3 clusters Score -6262110 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6262189.000000 Penalty: 5314.340332
	Iteration 38Q: 3 clusters Score -6262189 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -6262213.500000 Penalty: 5314.340332
	Iteration 39Q: 3 clusters Score -6262214 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6262235.000000 Penalty: 5314.340332
	Iteration 40F: 3 clusters Score -6262235 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6262254.000000 Penalty: 5314.340332
	Iteration 41Q: 3 clusters Score -6262254 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6262264.000000 Penalty: 5314.340332
	Iteration 42Q: 3 clusters Score -6262264 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6262271.000000 Penalty: 5314.340332
	Iteration 43Q: 3 clusters Score -6262271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6262298.000000 Penalty: 5314.340332
	Iteration 44Q: 3 clusters Score -6262298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -6262297.000000 Penalty: 5314.340332
	Iteration 45Q: 3 clusters Score -6262297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -6262317.000000 Penalty: 5314.340332
	Iteration 46Q: 3 clusters Score -6262317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6262328.000000 Penalty: 5314.340332
	Iteration 47Q: 3 clusters Score -6262328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -6262326.000000 Penalty: 5314.340332
	Iteration 48Q: 3 clusters Score -6262326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6262319.000000 Penalty: 5314.340332
	Iteration 49Q: 3 clusters Score -6262319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6262325.500000 Penalty: 5314.340332
	Iteration 50Q: 3 clusters Score -6262326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6262324.500000 Penalty: 5314.340332
	Iteration 51Q: 3 clusters Score -6262324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -6262333.000000 Penalty: 5314.340332
	Iteration 52Q: 3 clusters Score -6262333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -6262340.000000 Penalty: 5314.340332
	Iteration 53Q: 3 clusters Score -6262340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -6262342.000000 Penalty: 5314.340332
	Iteration 54Q: 3 clusters Score -6262342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -6262348.500000 Penalty: 5314.340332
	Iteration 55Q: 3 clusters Score -6262348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6262342.000000 Penalty: 5314.340332
	Iteration 56Q: 3 clusters Score -6262342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -6262336.500000 Penalty: 5314.340332
	Iteration 57Q: 3 clusters Score -6262336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -6262344.000000 Penalty: 5314.340332
	Iteration 58Q: 3 clusters Score -6262344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -6262345.500000 Penalty: 5314.340332
	Iteration 59Q: 3 clusters Score -6262346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -6262346.500000 Penalty: 5314.340332
	Iteration 60F: 3 clusters Score -6262346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6262352.000000 Penalty: 5314.340332
	Iteration 61Q: 3 clusters Score -6262352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6262349.000000 Penalty: 5314.340332
	Iteration 62Q: 3 clusters Score -6262349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -6262343.500000 Penalty: 5314.340332
	Iteration 63Q: 3 clusters Score -6262344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6262345.500000 Penalty: 5314.340332
	Iteration 64Q: 3 clusters Score -6262346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -6262347.500000 Penalty: 5314.340332
	Iteration 65Q: 3 clusters Score -6262348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -6262344.500000 Penalty: 5314.340332
	Iteration 66Q: 3 clusters Score -6262344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -6262346.000000 Penalty: 5314.340332
	Iteration 67Q: 3 clusters Score -6262346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -6262352.000000 Penalty: 5314.340332
	Iteration 68Q: 3 clusters Score -6262352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6262357.000000 Penalty: 5314.340332
	Iteration 69Q: 3 clusters Score -6262357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6262357.000000 Penalty: 5314.340332
	Iteration 70F: 3 clusters Score -6262357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -98071.710938 Penalty: 1644.736450
	Iteration 0F: 2 clusters Score -98071.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -96308.992188 Penalty: 3289.472900
	Iteration 0F: 3 clusters Score -96308.99 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -96640.945312 Penalty: 3289.472900
	Iteration 1F: 3 clusters Score -96640.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -96820.765625 Penalty: 3289.472900
	Iteration 2F: 3 clusters Score -96820.77 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -96970.226562 Penalty: 3289.472900
	Iteration 3F: 3 clusters Score -96970.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97127.023438 Penalty: 3289.472900
	Iteration 4F: 3 clusters Score -97127.02 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -97249.281250 Penalty: 3289.472900
	Iteration 5F: 3 clusters Score -97249.28 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97474.968750 Penalty: 3289.472900
	Iteration 6F: 3 clusters Score -97474.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -97659.882812 Penalty: 3289.472900
	Iteration 7Q: 3 clusters Score -97659.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -97792.125000 Penalty: 3289.472900
	Iteration 8Q: 3 clusters Score -97792.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -98024.921875 Penalty: 3289.472900
	Iteration 9Q: 3 clusters Score -98024.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -98535.515625 Penalty: 3289.472900
	Iteration 10Q: 3 clusters Score -98535.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98602.265625 Penalty: 3289.472900
	Iteration 11Q: 3 clusters Score -98602.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -98629.726562 Penalty: 3289.472900
	Iteration 12Q: 3 clusters Score -98629.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -98648.898438 Penalty: 3289.472900
	Iteration 13Q: 3 clusters Score -98648.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98652.257812 Penalty: 3289.472900
	Iteration 14Q: 3 clusters Score -98652.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -98653.234375 Penalty: 3289.472900
	Iteration 15Q: 3 clusters Score -98653.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -98654.835938 Penalty: 3289.472900
	Iteration 16F: 3 clusters Score -98654.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98659.968750 Penalty: 3289.472900
	Iteration 17Q: 3 clusters Score -98659.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -98667.031250 Penalty: 3289.472900
	Iteration 18Q: 3 clusters Score -98667.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -98667.031250 Penalty: 3289.472900
	Iteration 19F: 3 clusters Score -98667.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 26046 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 272 members 
Mstep: Class 6 contains 26052 members 
Mstep: Class 7 contains 5633 members 
Mstep: Class 8 contains 7297 members 
Mstep: Class 9 contains 4765 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 14758 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 7339 members 
Mstep: Class 16 contains 78947 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 160780 members 
Mstep: Class 19 contains 19934 members 
Mstep: Class 20 contains 31197 members 
Mstep: Class 21 contains 230438 members 
Mstep: Class 22 contains 12629 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48712 members 
Mstep: Class 25 contains 139801 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9678 members 
Mstep: Class 28 contains 28229 members 
Mstep: Class 29 contains 508 members 
Mstep: Class 30 contains 487 members 
Entering Unmasked Estep 
Score: -122244696.000000 Penalty: 102059.687500
Splitting cluster 5 changes total score from -122245800.000000 to -122244696.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (26052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Entering Unmasked Estep 
Score: -3271477.500000 Penalty: 2521.626709
	Iteration 0F: 2 clusters Score -3271478 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 13061 members 
Entering Unmasked Estep 
Score: -3253402.750000 Penalty: 5043.253418
	Iteration 0F: 3 clusters Score -3253403 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -3260236.000000 Penalty: 5043.253418
	Iteration 1F: 3 clusters Score -3260236 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -3261213.500000 Penalty: 5043.253418
	Iteration 2F: 3 clusters Score -3261214 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3262118.750000 Penalty: 5043.253418
	Iteration 3F: 3 clusters Score -3262119 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -3262926.750000 Penalty: 5043.253418
	Iteration 4F: 3 clusters Score -3262927 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -3263685.000000 Penalty: 5043.253418
	Iteration 5F: 3 clusters Score -3263685 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3264374.000000 Penalty: 5043.253418
	Iteration 6Q: 3 clusters Score -3264374 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -3265065.000000 Penalty: 5043.253418
	Iteration 7Q: 3 clusters Score -3265065 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -3265689.000000 Penalty: 5043.253418
	Iteration 8Q: 3 clusters Score -3265689 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -3266194.000000 Penalty: 5043.253418
	Iteration 9Q: 3 clusters Score -3266194 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -3266636.750000 Penalty: 5043.253418
	Iteration 10Q: 3 clusters Score -3266637 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -3267011.500000 Penalty: 5043.253418
	Iteration 11Q: 3 clusters Score -3267012 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -3267325.000000 Penalty: 5043.253418
	Iteration 12Q: 3 clusters Score -3267325 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3267634.250000 Penalty: 5043.253418
	Iteration 13Q: 3 clusters Score -3267634 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3267916.000000 Penalty: 5043.253418
	Iteration 14Q: 3 clusters Score -3267916 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3268161.750000 Penalty: 5043.253418
	Iteration 15Q: 3 clusters Score -3268162 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3268358.500000 Penalty: 5043.253418
	Iteration 16Q: 3 clusters Score -3268358 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -3268562.000000 Penalty: 5043.253418
	Iteration 17Q: 3 clusters Score -3268562 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3268719.250000 Penalty: 5043.253418
	Iteration 18Q: 3 clusters Score -3268719 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -3268823.500000 Penalty: 5043.253418
	Iteration 19Q: 3 clusters Score -3268824 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -3268904.000000 Penalty: 5043.253418
	Iteration 20F: 3 clusters Score -3268904 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -3268976.250000 Penalty: 5043.253418
	Iteration 21Q: 3 clusters Score -3268976 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -3269050.750000 Penalty: 5043.253418
	Iteration 22Q: 3 clusters Score -3269051 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -3269124.500000 Penalty: 5043.253418
	Iteration 23Q: 3 clusters Score -3269124 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3269196.000000 Penalty: 5043.253418
	Iteration 24Q: 3 clusters Score -3269196 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -3269295.250000 Penalty: 5043.253418
	Iteration 25Q: 3 clusters Score -3269295 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3269389.250000 Penalty: 5043.253418
	Iteration 26Q: 3 clusters Score -3269389 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3269448.750000 Penalty: 5043.253418
	Iteration 27Q: 3 clusters Score -3269449 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -3269511.000000 Penalty: 5043.253418
	Iteration 28Q: 3 clusters Score -3269511 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -3269577.000000 Penalty: 5043.253418
	Iteration 29Q: 3 clusters Score -3269577 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -3269637.500000 Penalty: 5043.253418
	Iteration 30Q: 3 clusters Score -3269638 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3269689.250000 Penalty: 5043.253418
	Iteration 31Q: 3 clusters Score -3269689 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3269764.000000 Penalty: 5043.253418
	Iteration 32Q: 3 clusters Score -3269764 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3269847.750000 Penalty: 5043.253418
	Iteration 33Q: 3 clusters Score -3269848 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3269933.000000 Penalty: 5043.253418
	Iteration 34Q: 3 clusters Score -3269933 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3270011.000000 Penalty: 5043.253418
	Iteration 35Q: 3 clusters Score -3270011 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3270064.750000 Penalty: 5043.253418
	Iteration 36Q: 3 clusters Score -3270065 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -3270122.500000 Penalty: 5043.253418
	Iteration 37Q: 3 clusters Score -3270122 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -3270166.750000 Penalty: 5043.253418
	Iteration 38Q: 3 clusters Score -3270167 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3270194.750000 Penalty: 5043.253418
	Iteration 39Q: 3 clusters Score -3270195 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3270229.250000 Penalty: 5043.253418
	Iteration 40F: 3 clusters Score -3270229 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3270252.000000 Penalty: 5043.253418
	Iteration 41Q: 3 clusters Score -3270252 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3270287.750000 Penalty: 5043.253418
	Iteration 42Q: 3 clusters Score -3270288 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3270303.500000 Penalty: 5043.253418
	Iteration 43Q: 3 clusters Score -3270304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -3270321.500000 Penalty: 5043.253418
	Iteration 44Q: 3 clusters Score -3270322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -3270337.750000 Penalty: 5043.253418
	Iteration 45Q: 3 clusters Score -3270338 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3270355.750000 Penalty: 5043.253418
	Iteration 46Q: 3 clusters Score -3270356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3270367.500000 Penalty: 5043.253418
	Iteration 47Q: 3 clusters Score -3270368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3270369.000000 Penalty: 5043.253418
	Iteration 48Q: 3 clusters Score -3270369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3270384.250000 Penalty: 5043.253418
	Iteration 49Q: 3 clusters Score -3270384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3270392.250000 Penalty: 5043.253418
	Iteration 50Q: 3 clusters Score -3270392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3270400.750000 Penalty: 5043.253418
	Iteration 51Q: 3 clusters Score -3270401 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -3270409.750000 Penalty: 5043.253418
	Iteration 52Q: 3 clusters Score -3270410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3270410.500000 Penalty: 5043.253418
	Iteration 53Q: 3 clusters Score -3270410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3270417.500000 Penalty: 5043.253418
	Iteration 54Q: 3 clusters Score -3270418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3270421.000000 Penalty: 5043.253418
	Iteration 55Q: 3 clusters Score -3270421 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -3270423.500000 Penalty: 5043.253418
	Iteration 56Q: 3 clusters Score -3270424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3270425.250000 Penalty: 5043.253418
	Iteration 57Q: 3 clusters Score -3270425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3270429.250000 Penalty: 5043.253418
	Iteration 58Q: 3 clusters Score -3270429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -3270430.250000 Penalty: 5043.253418
	Iteration 59Q: 3 clusters Score -3270430 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -3270428.250000 Penalty: 5043.253418
	Iteration 60F: 3 clusters Score -3270428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -3270431.750000 Penalty: 5043.253418
	Iteration 61Q: 3 clusters Score -3270432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3270433.750000 Penalty: 5043.253418
	Iteration 62Q: 3 clusters Score -3270434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -3270437.750000 Penalty: 5043.253418
	Iteration 63Q: 3 clusters Score -3270438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3270436.500000 Penalty: 5043.253418
	Iteration 64Q: 3 clusters Score -3270436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3270438.500000 Penalty: 5043.253418
	Iteration 65Q: 3 clusters Score -3270438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3270439.500000 Penalty: 5043.253418
	Iteration 66Q: 3 clusters Score -3270440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3270444.750000 Penalty: 5043.253418
	Iteration 67Q: 3 clusters Score -3270445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -3270446.500000 Penalty: 5043.253418
	Iteration 68Q: 3 clusters Score -3270446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3270445.750000 Penalty: 5043.253418
	Iteration 69Q: 3 clusters Score -3270446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -3270447.250000 Penalty: 5043.253418
	Iteration 70Q: 3 clusters Score -3270447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3270450.750000 Penalty: 5043.253418
	Iteration 71Q: 3 clusters Score -3270451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3270446.000000 Penalty: 5043.253418
	Iteration 72Q: 3 clusters Score -3270446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3270450.250000 Penalty: 5043.253418
	Iteration 73Q: 3 clusters Score -3270450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3270448.500000 Penalty: 5043.253418
	Iteration 74Q: 3 clusters Score -3270448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3270448.500000 Penalty: 5043.253418
	Iteration 75F: 3 clusters Score -3270448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -718374.000000 Penalty: 2141.826660
	Iteration 0F: 2 clusters Score -718374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -713435.937500 Penalty: 4283.653320
	Iteration 0F: 3 clusters Score -713435.9 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -714673.625000 Penalty: 4283.653320
	Iteration 1F: 3 clusters Score -714673.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -714938.125000 Penalty: 4283.653320
	Iteration 2F: 3 clusters Score -714938.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -715173.562500 Penalty: 4283.653320
	Iteration 3F: 3 clusters Score -715173.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -715387.750000 Penalty: 4283.653320
	Iteration 4F: 3 clusters Score -715387.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -715606.750000 Penalty: 4283.653320
	Iteration 5F: 3 clusters Score -715606.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -715857.562500 Penalty: 4283.653320
	Iteration 6Q: 3 clusters Score -715857.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -716121.750000 Penalty: 4283.653320
	Iteration 7F: 3 clusters Score -716121.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -716372.562500 Penalty: 4283.653320
	Iteration 8Q: 3 clusters Score -716372.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -716555.500000 Penalty: 4283.653320
	Iteration 9Q: 3 clusters Score -716555.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -716709.875000 Penalty: 4283.653320
	Iteration 10Q: 3 clusters Score -716709.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -716840.562500 Penalty: 4283.653320
	Iteration 11Q: 3 clusters Score -716840.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -716943.937500 Penalty: 4283.653320
	Iteration 12Q: 3 clusters Score -716943.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -717004.687500 Penalty: 4283.653320
	Iteration 13Q: 3 clusters Score -717004.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -717043.437500 Penalty: 4283.653320
	Iteration 14Q: 3 clusters Score -717043.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -717082.312500 Penalty: 4283.653320
	Iteration 15Q: 3 clusters Score -717082.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -717113.812500 Penalty: 4283.653320
	Iteration 16Q: 3 clusters Score -717113.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -717140.187500 Penalty: 4283.653320
	Iteration 17Q: 3 clusters Score -717140.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -717161.062500 Penalty: 4283.653320
	Iteration 18Q: 3 clusters Score -717161.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -717183.687500 Penalty: 4283.653320
	Iteration 19Q: 3 clusters Score -717183.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -717198.687500 Penalty: 4283.653320
	Iteration 20F: 3 clusters Score -717198.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -717213.812500 Penalty: 4283.653320
	Iteration 21Q: 3 clusters Score -717213.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -717232.625000 Penalty: 4283.653320
	Iteration 22Q: 3 clusters Score -717232.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -717253.312500 Penalty: 4283.653320
	Iteration 23Q: 3 clusters Score -717253.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -717261.562500 Penalty: 4283.653320
	Iteration 24Q: 3 clusters Score -717261.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -717269.625000 Penalty: 4283.653320
	Iteration 25Q: 3 clusters Score -717269.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -717272.937500 Penalty: 4283.653320
	Iteration 26Q: 3 clusters Score -717272.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -717275.500000 Penalty: 4283.653320
	Iteration 27Q: 3 clusters Score -717275.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -717278.562500 Penalty: 4283.653320
	Iteration 28Q: 3 clusters Score -717278.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -717281.375000 Penalty: 4283.653320
	Iteration 29Q: 3 clusters Score -717281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -717280.687500 Penalty: 4283.653320
	Iteration 30Q: 3 clusters Score -717280.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -717281.562500 Penalty: 4283.653320
	Iteration 31Q: 3 clusters Score -717281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -717281.562500 Penalty: 4283.653320
	Iteration 32F: 3 clusters Score -717281.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Entering Unmasked Estep 
Score: -1032328.562500 Penalty: 2206.014160
	Iteration 0F: 2 clusters Score -1032329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1026350.437500 Penalty: 4412.028320
	Iteration 0F: 3 clusters Score -1026350 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1028054.312500 Penalty: 4412.028320
	Iteration 1F: 3 clusters Score -1028054 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1028357.687500 Penalty: 4412.028320
	Iteration 2F: 3 clusters Score -1028358 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1028551.375000 Penalty: 4412.028320
	Iteration 3F: 3 clusters Score -1028551 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1028721.250000 Penalty: 4412.028320
	Iteration 4Q: 3 clusters Score -1028721 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1028868.812500 Penalty: 4412.028320
	Iteration 5Q: 3 clusters Score -1028869 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1029030.187500 Penalty: 4412.028320
	Iteration 6Q: 3 clusters Score -1029030 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1029235.187500 Penalty: 4412.028320
	Iteration 7Q: 3 clusters Score -1029235 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1029504.000000 Penalty: 4412.028320
	Iteration 8Q: 3 clusters Score -1029504 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1029816.187500 Penalty: 4412.028320
	Iteration 9Q: 3 clusters Score -1029816 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1030163.250000 Penalty: 4412.028320
	Iteration 10Q: 3 clusters Score -1030163 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1030505.562500 Penalty: 4412.028320
	Iteration 11F: 3 clusters Score -1030506 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1030907.750000 Penalty: 4412.028320
	Iteration 12F: 3 clusters Score -1030908 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1031470.125000 Penalty: 4412.028320
	Iteration 13Q: 3 clusters Score -1031470 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1032108.562500 Penalty: 4412.028320
	Iteration 14F: 3 clusters Score -1032109 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1032335.937500 Penalty: 4412.028320
	Iteration 15Q: 3 clusters Score -1032336 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1032408.500000 Penalty: 4412.028320
	Iteration 16Q: 3 clusters Score -1032408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1032436.750000 Penalty: 4412.028320
	Iteration 17Q: 3 clusters Score -1032437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1032446.687500 Penalty: 4412.028320
	Iteration 18Q: 3 clusters Score -1032447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1032452.312500 Penalty: 4412.028320
	Iteration 19Q: 3 clusters Score -1032452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1032454.437500 Penalty: 4412.028320
	Iteration 20F: 3 clusters Score -1032454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -1032456.125000 Penalty: 4412.028320
	Iteration 21Q: 3 clusters Score -1032456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1032456.562500 Penalty: 4412.028320
	Iteration 22Q: 3 clusters Score -1032457 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1032460.062500 Penalty: 4412.028320
	Iteration 23Q: 3 clusters Score -1032460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1032461.812500 Penalty: 4412.028320
	Iteration 24Q: 3 clusters Score -1032462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1032461.562500 Penalty: 4412.028320
	Iteration 25Q: 3 clusters Score -1032462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1032461.937500 Penalty: 4412.028320
	Iteration 26Q: 3 clusters Score -1032462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1032460.812500 Penalty: 4412.028320
	Iteration 27Q: 3 clusters Score -1032461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1032460.812500 Penalty: 4412.028320
	Iteration 28F: 3 clusters Score -1032461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 26046 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26052 members 
Mstep: Class 7 contains 5633 members 
Mstep: Class 8 contains 4619 members 
Mstep: Class 9 contains 4765 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 14758 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 7339 members 
Mstep: Class 16 contains 78947 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 160780 members 
Mstep: Class 19 contains 19934 members 
Mstep: Class 20 contains 31197 members 
Mstep: Class 21 contains 230438 members 
Mstep: Class 22 contains 12629 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48712 members 
Mstep: Class 25 contains 139801 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9678 members 
Mstep: Class 28 contains 28229 members 
Mstep: Class 29 contains 508 members 
Mstep: Class 30 contains 2678 members 
Entering Unmasked Estep 
Score: -122245160.000000 Penalty: 102059.687500
Splitting cluster 8 changes total score from -122245800.000000 to -122245160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (4765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Entering Unmasked Estep 
Score: -618708.625000 Penalty: 2100.325195
	Iteration 0F: 2 clusters Score -618708.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -614480.500000 Penalty: 4200.650391
	Iteration 0F: 3 clusters Score -614480.5 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -615833.687500 Penalty: 4200.650391
	Iteration 1F: 3 clusters Score -615833.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -616136.375000 Penalty: 4200.650391
	Iteration 2F: 3 clusters Score -616136.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -616326.000000 Penalty: 4200.650391
	Iteration 3F: 3 clusters Score -616326 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -616530.500000 Penalty: 4200.650391
	Iteration 4F: 3 clusters Score -616530.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -616717.125000 Penalty: 4200.650391
	Iteration 5F: 3 clusters Score -616717.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -616896.062500 Penalty: 4200.650391
	Iteration 6Q: 3 clusters Score -616896.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -617113.250000 Penalty: 4200.650391
	Iteration 7Q: 3 clusters Score -617113.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -617376.937500 Penalty: 4200.650391
	Iteration 8F: 3 clusters Score -617376.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -617682.187500 Penalty: 4200.650391
	Iteration 9Q: 3 clusters Score -617682.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -617944.000000 Penalty: 4200.650391
	Iteration 10Q: 3 clusters Score -617944 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -618145.000000 Penalty: 4200.650391
	Iteration 11Q: 3 clusters Score -618145 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -618234.000000 Penalty: 4200.650391
	Iteration 12Q: 3 clusters Score -618234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -618284.312500 Penalty: 4200.650391
	Iteration 13Q: 3 clusters Score -618284.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -618302.562500 Penalty: 4200.650391
	Iteration 14Q: 3 clusters Score -618302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -618316.375000 Penalty: 4200.650391
	Iteration 15Q: 3 clusters Score -618316.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -618329.312500 Penalty: 4200.650391
	Iteration 16Q: 3 clusters Score -618329.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -618338.750000 Penalty: 4200.650391
	Iteration 17Q: 3 clusters Score -618338.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -618346.250000 Penalty: 4200.650391
	Iteration 18Q: 3 clusters Score -618346.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -618347.250000 Penalty: 4200.650391
	Iteration 19Q: 3 clusters Score -618347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -618347.250000 Penalty: 4200.650391
	Iteration 20F: 3 clusters Score -618347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Entering Unmasked Estep 
Score: -163567.375000 Penalty: 1759.370239
	Iteration 0F: 2 clusters Score -163567.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -161504.734375 Penalty: 3518.740479
	Iteration 0F: 3 clusters Score -161504.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -161837.156250 Penalty: 3518.740479
	Iteration 1F: 3 clusters Score -161837.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -161919.046875 Penalty: 3518.740479
	Iteration 2F: 3 clusters Score -161919 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -161964.656250 Penalty: 3518.740479
	Iteration 3Q: 3 clusters Score -161964.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162007.562500 Penalty: 3518.740479
	Iteration 4Q: 3 clusters Score -162007.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -162034.125000 Penalty: 3518.740479
	Iteration 5Q: 3 clusters Score -162034.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -162048.812500 Penalty: 3518.740479
	Iteration 6Q: 3 clusters Score -162048.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -162053.218750 Penalty: 3518.740479
	Iteration 7Q: 3 clusters Score -162053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -162061.453125 Penalty: 3518.740479
	Iteration 8Q: 3 clusters Score -162061.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -162068.578125 Penalty: 3518.740479
	Iteration 9Q: 3 clusters Score -162068.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -162079.234375 Penalty: 3518.740479
	Iteration 10Q: 3 clusters Score -162079.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -162085.671875 Penalty: 3518.740479
	Iteration 11Q: 3 clusters Score -162085.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -162088.312500 Penalty: 3518.740479
	Iteration 12Q: 3 clusters Score -162088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -162089.484375 Penalty: 3518.740479
	Iteration 13Q: 3 clusters Score -162089.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -162089.484375 Penalty: 3518.740479
	Iteration 14F: 3 clusters Score -162089.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Entering Unmasked Estep 
Score: -2012062.125000 Penalty: 2380.686035
	Iteration 0F: 2 clusters Score -2012062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2001334.375000 Penalty: 4761.372070
	Iteration 0F: 3 clusters Score -2001334 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -2004749.750000 Penalty: 4761.372070
	Iteration 1F: 3 clusters Score -2004750 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -2005308.250000 Penalty: 4761.372070
	Iteration 2F: 3 clusters Score -2005308 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2005875.625000 Penalty: 4761.372070
	Iteration 3F: 3 clusters Score -2005876 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2006544.625000 Penalty: 4761.372070
	Iteration 4F: 3 clusters Score -2006545 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -2007307.125000 Penalty: 4761.372070
	Iteration 5F: 3 clusters Score -2007307 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -2007972.375000 Penalty: 4761.372070
	Iteration 6F: 3 clusters Score -2007972 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2008485.125000 Penalty: 4761.372070
	Iteration 7Q: 3 clusters Score -2008485 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2008874.250000 Penalty: 4761.372070
	Iteration 8Q: 3 clusters Score -2008874 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -2009164.750000 Penalty: 4761.372070
	Iteration 9Q: 3 clusters Score -2009165 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2009360.875000 Penalty: 4761.372070
	Iteration 10Q: 3 clusters Score -2009361 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2009497.875000 Penalty: 4761.372070
	Iteration 11Q: 3 clusters Score -2009498 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2009599.250000 Penalty: 4761.372070
	Iteration 12Q: 3 clusters Score -2009599 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2009672.000000 Penalty: 4761.372070
	Iteration 13Q: 3 clusters Score -2009672 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2009727.750000 Penalty: 4761.372070
	Iteration 14Q: 3 clusters Score -2009728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2009765.375000 Penalty: 4761.372070
	Iteration 15Q: 3 clusters Score -2009765 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2009797.125000 Penalty: 4761.372070
	Iteration 16Q: 3 clusters Score -2009797 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2009826.375000 Penalty: 4761.372070
	Iteration 17Q: 3 clusters Score -2009826 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2009849.875000 Penalty: 4761.372070
	Iteration 18Q: 3 clusters Score -2009850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2009868.500000 Penalty: 4761.372070
	Iteration 19Q: 3 clusters Score -2009868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2009901.625000 Penalty: 4761.372070
	Iteration 20F: 3 clusters Score -2009902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2009920.500000 Penalty: 4761.372070
	Iteration 21Q: 3 clusters Score -2009920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2009938.500000 Penalty: 4761.372070
	Iteration 22Q: 3 clusters Score -2009938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2009946.000000 Penalty: 4761.372070
	Iteration 23Q: 3 clusters Score -2009946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2009961.750000 Penalty: 4761.372070
	Iteration 24Q: 3 clusters Score -2009962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2009964.625000 Penalty: 4761.372070
	Iteration 25Q: 3 clusters Score -2009965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2009968.625000 Penalty: 4761.372070
	Iteration 26Q: 3 clusters Score -2009969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2009970.250000 Penalty: 4761.372070
	Iteration 27Q: 3 clusters Score -2009970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2009971.000000 Penalty: 4761.372070
	Iteration 28Q: 3 clusters Score -2009971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2009974.375000 Penalty: 4761.372070
	Iteration 29Q: 3 clusters Score -2009974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2009973.000000 Penalty: 4761.372070
	Iteration 30Q: 3 clusters Score -2009973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2009976.375000 Penalty: 4761.372070
	Iteration 31Q: 3 clusters Score -2009976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2009976.875000 Penalty: 4761.372070
	Iteration 32Q: 3 clusters Score -2009977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2009977.500000 Penalty: 4761.372070
	Iteration 33Q: 3 clusters Score -2009978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -2009977.500000 Penalty: 4761.372070
	Iteration 34F: 3 clusters Score -2009978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -51843.671875 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -51843.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -50463.183594 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -50463.18 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -50626.050781 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -50626.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -50680.257812 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -50680.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50705.984375 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -50705.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50726.390625 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -50726.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50737.152344 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -50737.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -50752.136719 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -50752.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50762.511719 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -50762.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -50789.207031 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -50789.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50828.367188 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -50828.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -50858.125000 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -50858.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -50886.824219 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -50886.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -51067.652344 Penalty: 2976.701660
	Iteration 12Q: 3 clusters Score -51067.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -51104.417969 Penalty: 2976.701660
	Iteration 13Q: 3 clusters Score -51104.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -51136.148438 Penalty: 2976.701660
	Iteration 14Q: 3 clusters Score -51136.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -51244.492188 Penalty: 2976.701660
	Iteration 15Q: 3 clusters Score -51244.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -51297.648438 Penalty: 2976.701660
	Iteration 16Q: 3 clusters Score -51297.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -51349.371094 Penalty: 2976.701660
	Iteration 17Q: 3 clusters Score -51349.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -51374.074219 Penalty: 2976.701660
	Iteration 18Q: 3 clusters Score -51374.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -51398.851562 Penalty: 2976.701660
	Iteration 19Q: 3 clusters Score -51398.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -51417.710938 Penalty: 2976.701660
	Iteration 20F: 3 clusters Score -51417.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -51445.156250 Penalty: 2976.701660
	Iteration 21Q: 3 clusters Score -51445.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -51458.324219 Penalty: 2976.701660
	Iteration 22Q: 3 clusters Score -51458.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -51464.351562 Penalty: 2976.701660
	Iteration 23Q: 3 clusters Score -51464.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -51480.441406 Penalty: 2976.701660
	Iteration 24Q: 3 clusters Score -51480.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -51509.609375 Penalty: 2976.701660
	Iteration 25Q: 3 clusters Score -51509.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -51533.140625 Penalty: 2976.701660
	Iteration 26Q: 3 clusters Score -51533.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -51555.675781 Penalty: 2976.701660
	Iteration 27Q: 3 clusters Score -51555.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -51564.078125 Penalty: 2976.701660
	Iteration 28Q: 3 clusters Score -51564.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -51566.296875 Penalty: 2976.701660
	Iteration 29Q: 3 clusters Score -51566.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -51566.296875 Penalty: 2976.701660
	Iteration 30F: 3 clusters Score -51566.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Entering Unmasked Estep 
Score: -27569.130859 Penalty: 1364.312134
	Iteration 0F: 2 clusters Score -27569.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26367.128906 Penalty: 2728.624268
	Iteration 0F: 3 clusters Score -26367.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26519.808594 Penalty: 2728.624268
	Iteration 1F: 3 clusters Score -26519.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26553.179688 Penalty: 2728.624268
	Iteration 2Q: 3 clusters Score -26553.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26583.529297 Penalty: 2728.624268
	Iteration 3Q: 3 clusters Score -26583.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26594.597656 Penalty: 2728.624268
	Iteration 4Q: 3 clusters Score -26594.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26594.597656 Penalty: 2728.624268
	Iteration 5F: 3 clusters Score -26594.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Entering Unmasked Estep 
Score: -613485.125000 Penalty: 2085.913818
	Iteration 0F: 2 clusters Score -613485.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -609328.750000 Penalty: 4171.827637
	Iteration 0F: 3 clusters Score -609328.8 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -610310.375000 Penalty: 4171.827637
	Iteration 1F: 3 clusters Score -610310.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -610535.687500 Penalty: 4171.827637
	Iteration 2F: 3 clusters Score -610535.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -610670.937500 Penalty: 4171.827637
	Iteration 3F: 3 clusters Score -610670.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -610771.687500 Penalty: 4171.827637
	Iteration 4Q: 3 clusters Score -610771.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -610848.875000 Penalty: 4171.827637
	Iteration 5Q: 3 clusters Score -610848.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -610910.250000 Penalty: 4171.827637
	Iteration 6Q: 3 clusters Score -610910.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -610952.875000 Penalty: 4171.827637
	Iteration 7Q: 3 clusters Score -610952.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -611003.562500 Penalty: 4171.827637
	Iteration 8Q: 3 clusters Score -611003.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -611081.125000 Penalty: 4171.827637
	Iteration 9Q: 3 clusters Score -611081.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -611203.937500 Penalty: 4171.827637
	Iteration 10Q: 3 clusters Score -611203.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -611399.375000 Penalty: 4171.827637
	Iteration 11Q: 3 clusters Score -611399.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -611626.750000 Penalty: 4171.827637
	Iteration 12Q: 3 clusters Score -611626.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -611836.062500 Penalty: 4171.827637
	Iteration 13Q: 3 clusters Score -611836.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -612004.437500 Penalty: 4171.827637
	Iteration 14Q: 3 clusters Score -612004.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -612120.000000 Penalty: 4171.827637
	Iteration 15Q: 3 clusters Score -612120 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -612209.437500 Penalty: 4171.827637
	Iteration 16Q: 3 clusters Score -612209.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -612278.062500 Penalty: 4171.827637
	Iteration 17Q: 3 clusters Score -612278.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -612325.937500 Penalty: 4171.827637
	Iteration 18Q: 3 clusters Score -612325.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -612358.187500 Penalty: 4171.827637
	Iteration 19Q: 3 clusters Score -612358.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -612385.437500 Penalty: 4171.827637
	Iteration 20F: 3 clusters Score -612385.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -612410.125000 Penalty: 4171.827637
	Iteration 21Q: 3 clusters Score -612410.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -612420.750000 Penalty: 4171.827637
	Iteration 22Q: 3 clusters Score -612420.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -612428.562500 Penalty: 4171.827637
	Iteration 23Q: 3 clusters Score -612428.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -612433.812500 Penalty: 4171.827637
	Iteration 24Q: 3 clusters Score -612433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -612436.750000 Penalty: 4171.827637
	Iteration 25Q: 3 clusters Score -612436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -612436.500000 Penalty: 4171.827637
	Iteration 26Q: 3 clusters Score -612436.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -612438.812500 Penalty: 4171.827637
	Iteration 27Q: 3 clusters Score -612438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -612438.500000 Penalty: 4171.827637
	Iteration 28Q: 3 clusters Score -612438.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -612438.812500 Penalty: 4171.827637
	Iteration 29Q: 3 clusters Score -612438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -612439.500000 Penalty: 4171.827637
	Iteration 30Q: 3 clusters Score -612439.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -612439.937500 Penalty: 4171.827637
	Iteration 31Q: 3 clusters Score -612439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -612441.000000 Penalty: 4171.827637
	Iteration 32Q: 3 clusters Score -612441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -612442.750000 Penalty: 4171.827637
	Iteration 33Q: 3 clusters Score -612442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -612442.750000 Penalty: 4171.827637
	Iteration 34F: 3 clusters Score -612442.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -1013464.437500 Penalty: 2207.437500
	Iteration 0F: 2 clusters Score -1013464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1007456.312500 Penalty: 4414.875000
	Iteration 0F: 3 clusters Score -1007456 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1009057.875000 Penalty: 4414.875000
	Iteration 1F: 3 clusters Score -1009058 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1009371.000000 Penalty: 4414.875000
	Iteration 2F: 3 clusters Score -1009371 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1009591.375000 Penalty: 4414.875000
	Iteration 3F: 3 clusters Score -1009591 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1009792.562500 Penalty: 4414.875000
	Iteration 4Q: 3 clusters Score -1009793 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1010016.937500 Penalty: 4414.875000
	Iteration 5Q: 3 clusters Score -1010017 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1010302.562500 Penalty: 4414.875000
	Iteration 6Q: 3 clusters Score -1010303 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1010601.187500 Penalty: 4414.875000
	Iteration 7F: 3 clusters Score -1010601 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1010880.562500 Penalty: 4414.875000
	Iteration 8Q: 3 clusters Score -1010881 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1011126.937500 Penalty: 4414.875000
	Iteration 9Q: 3 clusters Score -1011127 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1011354.375000 Penalty: 4414.875000
	Iteration 10Q: 3 clusters Score -1011354 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1011572.437500 Penalty: 4414.875000
	Iteration 11Q: 3 clusters Score -1011572 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1011774.125000 Penalty: 4414.875000
	Iteration 12Q: 3 clusters Score -1011774 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1011991.937500 Penalty: 4414.875000
	Iteration 13Q: 3 clusters Score -1011992 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1012140.812500 Penalty: 4414.875000
	Iteration 14Q: 3 clusters Score -1012141 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1012221.187500 Penalty: 4414.875000
	Iteration 15Q: 3 clusters Score -1012221 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1012285.125000 Penalty: 4414.875000
	Iteration 16Q: 3 clusters Score -1012285 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1012348.375000 Penalty: 4414.875000
	Iteration 17Q: 3 clusters Score -1012348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1012399.062500 Penalty: 4414.875000
	Iteration 18Q: 3 clusters Score -1012399 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1012455.937500 Penalty: 4414.875000
	Iteration 19Q: 3 clusters Score -1012456 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1012501.937500 Penalty: 4414.875000
	Iteration 20F: 3 clusters Score -1012502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1012546.437500 Penalty: 4414.875000
	Iteration 21Q: 3 clusters Score -1012546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1012582.250000 Penalty: 4414.875000
	Iteration 22Q: 3 clusters Score -1012582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1012613.750000 Penalty: 4414.875000
	Iteration 23Q: 3 clusters Score -1012614 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1012636.250000 Penalty: 4414.875000
	Iteration 24Q: 3 clusters Score -1012636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1012650.875000 Penalty: 4414.875000
	Iteration 25Q: 3 clusters Score -1012651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1012660.937500 Penalty: 4414.875000
	Iteration 26Q: 3 clusters Score -1012661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1012667.750000 Penalty: 4414.875000
	Iteration 27Q: 3 clusters Score -1012668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1012676.687500 Penalty: 4414.875000
	Iteration 28Q: 3 clusters Score -1012677 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1012679.937500 Penalty: 4414.875000
	Iteration 29Q: 3 clusters Score -1012680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1012680.437500 Penalty: 4414.875000
	Iteration 30Q: 3 clusters Score -1012680 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1012684.125000 Penalty: 4414.875000
	Iteration 31Q: 3 clusters Score -1012684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1012689.250000 Penalty: 4414.875000
	Iteration 32Q: 3 clusters Score -1012689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1012690.687500 Penalty: 4414.875000
	Iteration 33Q: 3 clusters Score -1012691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1012695.375000 Penalty: 4414.875000
	Iteration 34Q: 3 clusters Score -1012695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1012700.687500 Penalty: 4414.875000
	Iteration 35Q: 3 clusters Score -1012701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1012700.500000 Penalty: 4414.875000
	Iteration 36Q: 3 clusters Score -1012700 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1012704.937500 Penalty: 4414.875000
	Iteration 37Q: 3 clusters Score -1012705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1012710.625000 Penalty: 4414.875000
	Iteration 38Q: 3 clusters Score -1012711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1012713.812500 Penalty: 4414.875000
	Iteration 39Q: 3 clusters Score -1012714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1012716.500000 Penalty: 4414.875000
	Iteration 40F: 3 clusters Score -1012716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1012715.750000 Penalty: 4414.875000
	Iteration 41Q: 3 clusters Score -1012716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1012715.187500 Penalty: 4414.875000
	Iteration 42Q: 3 clusters Score -1012715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1012716.250000 Penalty: 4414.875000
	Iteration 43Q: 3 clusters Score -1012716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1012716.375000 Penalty: 4414.875000
	Iteration 44Q: 3 clusters Score -1012716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1012719.250000 Penalty: 4414.875000
	Iteration 45Q: 3 clusters Score -1012719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1012720.687500 Penalty: 4414.875000
	Iteration 46Q: 3 clusters Score -1012721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1012718.125000 Penalty: 4414.875000
	Iteration 47Q: 3 clusters Score -1012718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1012718.125000 Penalty: 4414.875000
	Iteration 48F: 3 clusters Score -1012718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (78947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78947 members 
Entering Unmasked Estep 
Score: -10489161.000000 Penalty: 2796.580078
	Iteration 0F: 2 clusters Score -1.048916e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -10436497.000000 Penalty: 5593.160156
	Iteration 0F: 3 clusters Score -1.04365e+07 nChanged 37036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -10457445.000000 Penalty: 5593.160156
	Iteration 1F: 3 clusters Score -1.045744e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -10458247.000000 Penalty: 5593.160156
	Iteration 2Q: 3 clusters Score -1.045825e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -10459188.000000 Penalty: 5593.160156
	Iteration 3Q: 3 clusters Score -1.045919e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -10460484.000000 Penalty: 5593.160156
	Iteration 4Q: 3 clusters Score -1.046048e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 37569 members 
Entering Unmasked Estep 
Score: -10462125.000000 Penalty: 5593.160156
	Iteration 5Q: 3 clusters Score -1.046212e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -10464224.000000 Penalty: 5593.160156
	Iteration 6F: 3 clusters Score -1.046422e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -10466709.000000 Penalty: 5593.160156
	Iteration 7F: 3 clusters Score -1.046671e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -10469501.000000 Penalty: 5593.160156
	Iteration 8F: 3 clusters Score -1.04695e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47547 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -10472723.000000 Penalty: 5593.160156
	Iteration 9F: 3 clusters Score -1.047272e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -10476025.000000 Penalty: 5593.160156
	Iteration 10F: 3 clusters Score -1.047602e+07 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -10478568.000000 Penalty: 5593.160156
	Iteration 11Q: 3 clusters Score -1.047857e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -10480113.000000 Penalty: 5593.160156
	Iteration 12Q: 3 clusters Score -1.048011e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55370 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -10481115.000000 Penalty: 5593.160156
	Iteration 13Q: 3 clusters Score -1.048112e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56521 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -10481711.000000 Penalty: 5593.160156
	Iteration 14Q: 3 clusters Score -1.048171e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57626 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -10482277.000000 Penalty: 5593.160156
	Iteration 15Q: 3 clusters Score -1.048228e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58661 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -10482726.000000 Penalty: 5593.160156
	Iteration 16Q: 3 clusters Score -1.048273e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -10483103.000000 Penalty: 5593.160156
	Iteration 17Q: 3 clusters Score -1.04831e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60542 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -10483498.000000 Penalty: 5593.160156
	Iteration 18Q: 3 clusters Score -1.04835e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -10483766.000000 Penalty: 5593.160156
	Iteration 19Q: 3 clusters Score -1.048377e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62251 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -10484031.000000 Penalty: 5593.160156
	Iteration 20F: 3 clusters Score -1.048403e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -10484330.000000 Penalty: 5593.160156
	Iteration 21Q: 3 clusters Score -1.048433e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63807 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -10484621.000000 Penalty: 5593.160156
	Iteration 22Q: 3 clusters Score -1.048462e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -10484787.000000 Penalty: 5593.160156
	Iteration 23Q: 3 clusters Score -1.048479e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65136 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -10484952.000000 Penalty: 5593.160156
	Iteration 24Q: 3 clusters Score -1.048495e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65689 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -10485102.000000 Penalty: 5593.160156
	Iteration 25Q: 3 clusters Score -1.04851e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66298 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -10485304.000000 Penalty: 5593.160156
	Iteration 26Q: 3 clusters Score -1.04853e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66918 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -10485471.000000 Penalty: 5593.160156
	Iteration 27Q: 3 clusters Score -1.048547e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67529 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -10485704.000000 Penalty: 5593.160156
	Iteration 28Q: 3 clusters Score -1.04857e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68086 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -10485802.000000 Penalty: 5593.160156
	Iteration 29Q: 3 clusters Score -1.04858e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68646 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -10485979.000000 Penalty: 5593.160156
	Iteration 30Q: 3 clusters Score -1.048598e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -10486160.000000 Penalty: 5593.160156
	Iteration 31Q: 3 clusters Score -1.048616e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -10486342.000000 Penalty: 5593.160156
	Iteration 32Q: 3 clusters Score -1.048634e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -10486473.000000 Penalty: 5593.160156
	Iteration 33Q: 3 clusters Score -1.048647e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -10486652.000000 Penalty: 5593.160156
	Iteration 34Q: 3 clusters Score -1.048665e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71099 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -10486797.000000 Penalty: 5593.160156
	Iteration 35Q: 3 clusters Score -1.04868e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71505 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -10486926.000000 Penalty: 5593.160156
	Iteration 36Q: 3 clusters Score -1.048693e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -10486999.000000 Penalty: 5593.160156
	Iteration 37Q: 3 clusters Score -1.0487e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72198 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -10487106.000000 Penalty: 5593.160156
	Iteration 38Q: 3 clusters Score -1.048711e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72501 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -10487208.000000 Penalty: 5593.160156
	Iteration 39Q: 3 clusters Score -1.048721e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -10487324.000000 Penalty: 5593.160156
	Iteration 40F: 3 clusters Score -1.048732e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73038 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -10487443.000000 Penalty: 5593.160156
	Iteration 41Q: 3 clusters Score -1.048744e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73286 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -10487549.000000 Penalty: 5593.160156
	Iteration 42Q: 3 clusters Score -1.048755e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73516 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -10487747.000000 Penalty: 5593.160156
	Iteration 43Q: 3 clusters Score -1.048775e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73734 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -10487870.000000 Penalty: 5593.160156
	Iteration 44Q: 3 clusters Score -1.048787e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73918 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -10487944.000000 Penalty: 5593.160156
	Iteration 45Q: 3 clusters Score -1.048794e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -10487991.000000 Penalty: 5593.160156
	Iteration 46Q: 3 clusters Score -1.048799e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -10488024.000000 Penalty: 5593.160156
	Iteration 47Q: 3 clusters Score -1.048802e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74341 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -10488041.000000 Penalty: 5593.160156
	Iteration 48Q: 3 clusters Score -1.048804e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74430 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -10488068.000000 Penalty: 5593.160156
	Iteration 49Q: 3 clusters Score -1.048807e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74493 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -10488062.000000 Penalty: 5593.160156
	Iteration 50Q: 3 clusters Score -1.048806e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74537 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -10488076.000000 Penalty: 5593.160156
	Iteration 51Q: 3 clusters Score -1.048808e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74569 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -10488102.000000 Penalty: 5593.160156
	Iteration 52Q: 3 clusters Score -1.04881e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -10488104.000000 Penalty: 5593.160156
	Iteration 53Q: 3 clusters Score -1.04881e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74612 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -10488099.000000 Penalty: 5593.160156
	Iteration 54Q: 3 clusters Score -1.04881e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74627 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -10488087.000000 Penalty: 5593.160156
	Iteration 55Q: 3 clusters Score -1.048809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74637 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -10488084.000000 Penalty: 5593.160156
	Iteration 56Q: 3 clusters Score -1.048808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74650 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -10488091.000000 Penalty: 5593.160156
	Iteration 57Q: 3 clusters Score -1.048809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -10488095.000000 Penalty: 5593.160156
	Iteration 58Q: 3 clusters Score -1.04881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74673 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -10488097.000000 Penalty: 5593.160156
	Iteration 59Q: 3 clusters Score -1.04881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74684 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -10488097.000000 Penalty: 5593.160156
	Iteration 60F: 3 clusters Score -1.04881e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74695 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -10488101.000000 Penalty: 5593.160156
	Iteration 61Q: 3 clusters Score -1.04881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74701 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -10488097.000000 Penalty: 5593.160156
	Iteration 62Q: 3 clusters Score -1.04881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74706 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -10488101.000000 Penalty: 5593.160156
	Iteration 63Q: 3 clusters Score -1.04881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -10488097.000000 Penalty: 5593.160156
	Iteration 64Q: 3 clusters Score -1.04881e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74714 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -10488105.000000 Penalty: 5593.160156
	Iteration 65Q: 3 clusters Score -1.04881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74719 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -10488107.000000 Penalty: 5593.160156
	Iteration 66Q: 3 clusters Score -1.048811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74721 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -10488107.000000 Penalty: 5593.160156
	Iteration 67Q: 3 clusters Score -1.048811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74724 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -10488110.000000 Penalty: 5593.160156
	Iteration 68Q: 3 clusters Score -1.048811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74727 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -10488114.000000 Penalty: 5593.160156
	Iteration 69Q: 3 clusters Score -1.048811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74730 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -10488104.000000 Penalty: 5593.160156
	Iteration 70Q: 3 clusters Score -1.04881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74734 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -10488099.000000 Penalty: 5593.160156
	Iteration 71Q: 3 clusters Score -1.04881e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -10488103.000000 Penalty: 5593.160156
	Iteration 72Q: 3 clusters Score -1.04881e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74744 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -10488101.000000 Penalty: 5593.160156
	Iteration 73Q: 3 clusters Score -1.04881e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74749 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -10488108.000000 Penalty: 5593.160156
	Iteration 74Q: 3 clusters Score -1.048811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74755 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -10488110.000000 Penalty: 5593.160156
	Iteration 75Q: 3 clusters Score -1.048811e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74761 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -10488110.000000 Penalty: 5593.160156
	Iteration 76Q: 3 clusters Score -1.048811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74772 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -10488109.000000 Penalty: 5593.160156
	Iteration 77Q: 3 clusters Score -1.048811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -10488121.000000 Penalty: 5593.160156
	Iteration 78Q: 3 clusters Score -1.048812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74779 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -10488113.000000 Penalty: 5593.160156
	Iteration 79Q: 3 clusters Score -1.048811e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74783 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -10488110.000000 Penalty: 5593.160156
	Iteration 80F: 3 clusters Score -1.048811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74784 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -10488108.000000 Penalty: 5593.160156
	Iteration 81Q: 3 clusters Score -1.048811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74786 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -10488116.000000 Penalty: 5593.160156
	Iteration 82Q: 3 clusters Score -1.048812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74787 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -10488114.000000 Penalty: 5593.160156
	Iteration 83Q: 3 clusters Score -1.048811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74788 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -10488121.000000 Penalty: 5593.160156
	Iteration 84Q: 3 clusters Score -1.048812e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -10488117.000000 Penalty: 5593.160156
	Iteration 85Q: 3 clusters Score -1.048812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74793 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -10488112.000000 Penalty: 5593.160156
	Iteration 86Q: 3 clusters Score -1.048811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74795 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -10488109.000000 Penalty: 5593.160156
	Iteration 87Q: 3 clusters Score -1.048811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74798 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -10488114.000000 Penalty: 5593.160156
	Iteration 88Q: 3 clusters Score -1.048811e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74800 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -10488113.000000 Penalty: 5593.160156
	Iteration 89Q: 3 clusters Score -1.048811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74803 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -10488116.000000 Penalty: 5593.160156
	Iteration 90Q: 3 clusters Score -1.048812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74806 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -10488126.000000 Penalty: 5593.160156
	Iteration 91Q: 3 clusters Score -1.048813e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74809 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -10488111.000000 Penalty: 5593.160156
	Iteration 92Q: 3 clusters Score -1.048811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74812 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -10488116.000000 Penalty: 5593.160156
	Iteration 93Q: 3 clusters Score -1.048812e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -10488117.000000 Penalty: 5593.160156
	Iteration 94Q: 3 clusters Score -1.048812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -10488116.000000 Penalty: 5593.160156
	Iteration 95Q: 3 clusters Score -1.048812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -10488116.000000 Penalty: 5593.160156
	Iteration 96F: 3 clusters Score -1.048812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -50273.089844 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -50273.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48880.199219 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -48880.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49036.632812 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -49036.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49096.699219 Penalty: 2981.588623
	Iteration 2Q: 3 clusters Score -49096.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49173.464844 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -49173.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49224.492188 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -49224.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49282.539062 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -49282.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49319.804688 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -49319.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49376.457031 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -49376.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49444.636719 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -49444.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -49526.183594 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -49526.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -49600.640625 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -49600.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49735.269531 Penalty: 2981.588623
	Iteration 11Q: 3 clusters Score -49735.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -49904.394531 Penalty: 2981.588623
	Iteration 12Q: 3 clusters Score -49904.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -49934.636719 Penalty: 2981.588623
	Iteration 13Q: 3 clusters Score -49934.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49948.828125 Penalty: 2981.588623
	Iteration 14Q: 3 clusters Score -49948.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -49959.441406 Penalty: 2981.588623
	Iteration 15Q: 3 clusters Score -49959.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -49965.917969 Penalty: 2981.588623
	Iteration 16Q: 3 clusters Score -49965.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -49987.500000 Penalty: 2981.588623
	Iteration 17Q: 3 clusters Score -49987.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50007.066406 Penalty: 2981.588623
	Iteration 18Q: 3 clusters Score -50007.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -50016.738281 Penalty: 2981.588623
	Iteration 19Q: 3 clusters Score -50016.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -50019.863281 Penalty: 2981.588623
	Iteration 20F: 3 clusters Score -50019.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (160780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160780 members 
Entering Unmasked Estep 
Score: -21985380.000000 Penalty: 2972.972412
	Iteration 0F: 2 clusters Score -2.198538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80493 members 
Mstep: Class 2 contains 80287 members 
Entering Unmasked Estep 
Score: -21881464.000000 Penalty: 5945.944824
	Iteration 0F: 3 clusters Score -2.188146e+07 nChanged 76760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81681 members 
Mstep: Class 2 contains 79099 members 
Entering Unmasked Estep 
Score: -21927610.000000 Penalty: 5945.944824
	Iteration 1F: 3 clusters Score -2.192761e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 78204 members 
Entering Unmasked Estep 
Score: -21929958.000000 Penalty: 5945.944824
	Iteration 2Q: 3 clusters Score -2.192996e+07 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83800 members 
Mstep: Class 2 contains 76980 members 
Entering Unmasked Estep 
Score: -21933398.000000 Penalty: 5945.944824
	Iteration 3Q: 3 clusters Score -2.19334e+07 nChanged 8656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 75414 members 
Entering Unmasked Estep 
Score: -21938168.000000 Penalty: 5945.944824
	Iteration 4F: 3 clusters Score -2.193817e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87028 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -21944556.000000 Penalty: 5945.944824
	Iteration 5F: 3 clusters Score -2.194456e+07 nChanged 10810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88248 members 
Mstep: Class 2 contains 72532 members 
Entering Unmasked Estep 
Score: -21952700.000000 Penalty: 5945.944824
	Iteration 6F: 3 clusters Score -2.19527e+07 nChanged 10954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 72106 members 
Entering Unmasked Estep 
Score: -21961434.000000 Penalty: 5945.944824
	Iteration 7F: 3 clusters Score -2.196143e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88423 members 
Mstep: Class 2 contains 72357 members 
Entering Unmasked Estep 
Score: -21967716.000000 Penalty: 5945.944824
	Iteration 8F: 3 clusters Score -2.196772e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88133 members 
Mstep: Class 2 contains 72647 members 
Entering Unmasked Estep 
Score: -21970958.000000 Penalty: 5945.944824
	Iteration 9Q: 3 clusters Score -2.197096e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87820 members 
Mstep: Class 2 contains 72960 members 
Entering Unmasked Estep 
Score: -21972454.000000 Penalty: 5945.944824
	Iteration 10Q: 3 clusters Score -2.197245e+07 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 73268 members 
Entering Unmasked Estep 
Score: -21973210.000000 Penalty: 5945.944824
	Iteration 11Q: 3 clusters Score -2.197321e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87155 members 
Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
Score: -21973672.000000 Penalty: 5945.944824
	Iteration 12Q: 3 clusters Score -2.197367e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86785 members 
Mstep: Class 2 contains 73995 members 
Entering Unmasked Estep 
Score: -21974062.000000 Penalty: 5945.944824
	Iteration 13Q: 3 clusters Score -2.197406e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86448 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -21974142.000000 Penalty: 5945.944824
	Iteration 14Q: 3 clusters Score -2.197414e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86143 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -21974416.000000 Penalty: 5945.944824
	Iteration 15Q: 3 clusters Score -2.197442e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 74963 members 
Entering Unmasked Estep 
Score: -21974474.000000 Penalty: 5945.944824
	Iteration 16Q: 3 clusters Score -2.197447e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85493 members 
Mstep: Class 2 contains 75287 members 
Entering Unmasked Estep 
Score: -21974516.000000 Penalty: 5945.944824
	Iteration 17Q: 3 clusters Score -2.197452e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85152 members 
Mstep: Class 2 contains 75628 members 
Entering Unmasked Estep 
Score: -21974564.000000 Penalty: 5945.944824
	Iteration 18Q: 3 clusters Score -2.197456e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84802 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -21974586.000000 Penalty: 5945.944824
	Iteration 19Q: 3 clusters Score -2.197459e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84445 members 
Mstep: Class 2 contains 76335 members 
Entering Unmasked Estep 
Score: -21974570.000000 Penalty: 5945.944824
	Iteration 20F: 3 clusters Score -2.197457e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84116 members 
Mstep: Class 2 contains 76664 members 
Entering Unmasked Estep 
Score: -21974658.000000 Penalty: 5945.944824
	Iteration 21Q: 3 clusters Score -2.197466e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -21974700.000000 Penalty: 5945.944824
	Iteration 22Q: 3 clusters Score -2.19747e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 77240 members 
Entering Unmasked Estep 
Score: -21974692.000000 Penalty: 5945.944824
	Iteration 23Q: 3 clusters Score -2.197469e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83259 members 
Mstep: Class 2 contains 77521 members 
Entering Unmasked Estep 
Score: -21974712.000000 Penalty: 5945.944824
	Iteration 24Q: 3 clusters Score -2.197471e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82986 members 
Mstep: Class 2 contains 77794 members 
Entering Unmasked Estep 
Score: -21974736.000000 Penalty: 5945.944824
	Iteration 25Q: 3 clusters Score -2.197474e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82714 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -21974802.000000 Penalty: 5945.944824
	Iteration 26Q: 3 clusters Score -2.19748e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82480 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -21974780.000000 Penalty: 5945.944824
	Iteration 27Q: 3 clusters Score -2.197478e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82270 members 
Mstep: Class 2 contains 78510 members 
Entering Unmasked Estep 
Score: -21974730.000000 Penalty: 5945.944824
	Iteration 28Q: 3 clusters Score -2.197473e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82086 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -21974754.000000 Penalty: 5945.944824
	Iteration 29Q: 3 clusters Score -2.197475e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81885 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -21974752.000000 Penalty: 5945.944824
	Iteration 30Q: 3 clusters Score -2.197475e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 79106 members 
Entering Unmasked Estep 
Score: -21974730.000000 Penalty: 5945.944824
	Iteration 31Q: 3 clusters Score -2.197473e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81463 members 
Mstep: Class 2 contains 79317 members 
Entering Unmasked Estep 
Score: -21974676.000000 Penalty: 5945.944824
	Iteration 32Q: 3 clusters Score -2.197468e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81231 members 
Mstep: Class 2 contains 79549 members 
Entering Unmasked Estep 
Score: -21974706.000000 Penalty: 5945.944824
	Iteration 33Q: 3 clusters Score -2.197471e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81008 members 
Mstep: Class 2 contains 79772 members 
Entering Unmasked Estep 
Score: -21974758.000000 Penalty: 5945.944824
	Iteration 34Q: 3 clusters Score -2.197476e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 80001 members 
Entering Unmasked Estep 
Score: -21974800.000000 Penalty: 5945.944824
	Iteration 35Q: 3 clusters Score -2.19748e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80557 members 
Mstep: Class 2 contains 80223 members 
Entering Unmasked Estep 
Score: -21974780.000000 Penalty: 5945.944824
	Iteration 36Q: 3 clusters Score -2.197478e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80324 members 
Mstep: Class 2 contains 80456 members 
Entering Unmasked Estep 
Score: -21974762.000000 Penalty: 5945.944824
	Iteration 37Q: 3 clusters Score -2.197476e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80105 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -21974758.000000 Penalty: 5945.944824
	Iteration 38Q: 3 clusters Score -2.197476e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79866 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -21974766.000000 Penalty: 5945.944824
	Iteration 39Q: 3 clusters Score -2.197477e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79638 members 
Mstep: Class 2 contains 81142 members 
Entering Unmasked Estep 
Score: -21974772.000000 Penalty: 5945.944824
	Iteration 40F: 3 clusters Score -2.197477e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79410 members 
Mstep: Class 2 contains 81370 members 
Entering Unmasked Estep 
Score: -21974794.000000 Penalty: 5945.944824
	Iteration 41Q: 3 clusters Score -2.197479e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79183 members 
Mstep: Class 2 contains 81597 members 
Entering Unmasked Estep 
Score: -21974836.000000 Penalty: 5945.944824
	Iteration 42Q: 3 clusters Score -2.197484e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 81825 members 
Entering Unmasked Estep 
Score: -21974848.000000 Penalty: 5945.944824
	Iteration 43Q: 3 clusters Score -2.197485e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78751 members 
Mstep: Class 2 contains 82029 members 
Entering Unmasked Estep 
Score: -21974850.000000 Penalty: 5945.944824
	Iteration 44Q: 3 clusters Score -2.197485e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78565 members 
Mstep: Class 2 contains 82215 members 
Entering Unmasked Estep 
Score: -21974848.000000 Penalty: 5945.944824
	Iteration 45Q: 3 clusters Score -2.197485e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78380 members 
Mstep: Class 2 contains 82400 members 
Entering Unmasked Estep 
Score: -21974890.000000 Penalty: 5945.944824
	Iteration 46Q: 3 clusters Score -2.197489e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78201 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -21974930.000000 Penalty: 5945.944824
	Iteration 47Q: 3 clusters Score -2.197493e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77981 members 
Mstep: Class 2 contains 82799 members 
Entering Unmasked Estep 
Score: -21974942.000000 Penalty: 5945.944824
	Iteration 48Q: 3 clusters Score -2.197494e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77772 members 
Mstep: Class 2 contains 83008 members 
Entering Unmasked Estep 
Score: -21974932.000000 Penalty: 5945.944824
	Iteration 49Q: 3 clusters Score -2.197493e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77572 members 
Mstep: Class 2 contains 83208 members 
Entering Unmasked Estep 
Score: -21974968.000000 Penalty: 5945.944824
	Iteration 50Q: 3 clusters Score -2.197497e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77380 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -21974922.000000 Penalty: 5945.944824
	Iteration 51Q: 3 clusters Score -2.197492e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77201 members 
Mstep: Class 2 contains 83579 members 
Entering Unmasked Estep 
Score: -21974882.000000 Penalty: 5945.944824
	Iteration 52Q: 3 clusters Score -2.197488e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 83771 members 
Entering Unmasked Estep 
Score: -21974856.000000 Penalty: 5945.944824
	Iteration 53Q: 3 clusters Score -2.197486e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76796 members 
Mstep: Class 2 contains 83984 members 
Entering Unmasked Estep 
Score: -21974894.000000 Penalty: 5945.944824
	Iteration 54Q: 3 clusters Score -2.197489e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -21974892.000000 Penalty: 5945.944824
	Iteration 55Q: 3 clusters Score -2.197489e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76370 members 
Mstep: Class 2 contains 84410 members 
Entering Unmasked Estep 
Score: -21974900.000000 Penalty: 5945.944824
	Iteration 56Q: 3 clusters Score -2.19749e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76136 members 
Mstep: Class 2 contains 84644 members 
Entering Unmasked Estep 
Score: -21974908.000000 Penalty: 5945.944824
	Iteration 57Q: 3 clusters Score -2.197491e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75909 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -21974878.000000 Penalty: 5945.944824
	Iteration 58Q: 3 clusters Score -2.197488e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 85098 members 
Entering Unmasked Estep 
Score: -21974890.000000 Penalty: 5945.944824
	Iteration 59Q: 3 clusters Score -2.197489e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 85310 members 
Entering Unmasked Estep 
Score: -21974910.000000 Penalty: 5945.944824
	Iteration 60F: 3 clusters Score -2.197491e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75262 members 
Mstep: Class 2 contains 85518 members 
Entering Unmasked Estep 
Score: -21974920.000000 Penalty: 5945.944824
	Iteration 61Q: 3 clusters Score -2.197492e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75062 members 
Mstep: Class 2 contains 85718 members 
Entering Unmasked Estep 
Score: -21974946.000000 Penalty: 5945.944824
	Iteration 62Q: 3 clusters Score -2.197495e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 85899 members 
Entering Unmasked Estep 
Score: -21974914.000000 Penalty: 5945.944824
	Iteration 63Q: 3 clusters Score -2.197491e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74709 members 
Mstep: Class 2 contains 86071 members 
Entering Unmasked Estep 
Score: -21974922.000000 Penalty: 5945.944824
	Iteration 64Q: 3 clusters Score -2.197492e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74510 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
Score: -21974998.000000 Penalty: 5945.944824
	Iteration 65Q: 3 clusters Score -2.1975e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74311 members 
Mstep: Class 2 contains 86469 members 
Entering Unmasked Estep 
Score: -21975040.000000 Penalty: 5945.944824
	Iteration 66Q: 3 clusters Score -2.197504e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74120 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -21975020.000000 Penalty: 5945.944824
	Iteration 67Q: 3 clusters Score -2.197502e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73929 members 
Mstep: Class 2 contains 86851 members 
Entering Unmasked Estep 
Score: -21975044.000000 Penalty: 5945.944824
	Iteration 68Q: 3 clusters Score -2.197504e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73727 members 
Mstep: Class 2 contains 87053 members 
Entering Unmasked Estep 
Score: -21975068.000000 Penalty: 5945.944824
	Iteration 69Q: 3 clusters Score -2.197507e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73532 members 
Mstep: Class 2 contains 87248 members 
Entering Unmasked Estep 
Score: -21975032.000000 Penalty: 5945.944824
	Iteration 70Q: 3 clusters Score -2.197503e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73327 members 
Mstep: Class 2 contains 87453 members 
Entering Unmasked Estep 
Score: -21975056.000000 Penalty: 5945.944824
	Iteration 71Q: 3 clusters Score -2.197506e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73136 members 
Mstep: Class 2 contains 87644 members 
Entering Unmasked Estep 
Score: -21975076.000000 Penalty: 5945.944824
	Iteration 72Q: 3 clusters Score -2.197508e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72953 members 
Mstep: Class 2 contains 87827 members 
Entering Unmasked Estep 
Score: -21975086.000000 Penalty: 5945.944824
	Iteration 73Q: 3 clusters Score -2.197509e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72767 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -21975120.000000 Penalty: 5945.944824
	Iteration 74Q: 3 clusters Score -2.197512e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72571 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -21975082.000000 Penalty: 5945.944824
	Iteration 75Q: 3 clusters Score -2.197508e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72381 members 
Mstep: Class 2 contains 88399 members 
Entering Unmasked Estep 
Score: -21975046.000000 Penalty: 5945.944824
	Iteration 76Q: 3 clusters Score -2.197505e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -21975050.000000 Penalty: 5945.944824
	Iteration 77Q: 3 clusters Score -2.197505e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72020 members 
Mstep: Class 2 contains 88760 members 
Entering Unmasked Estep 
Score: -21975044.000000 Penalty: 5945.944824
	Iteration 78Q: 3 clusters Score -2.197504e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 88937 members 
Entering Unmasked Estep 
Score: -21975082.000000 Penalty: 5945.944824
	Iteration 79Q: 3 clusters Score -2.197508e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71655 members 
Mstep: Class 2 contains 89125 members 
Entering Unmasked Estep 
Score: -21975104.000000 Penalty: 5945.944824
	Iteration 80F: 3 clusters Score -2.19751e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71488 members 
Mstep: Class 2 contains 89292 members 
Entering Unmasked Estep 
Score: -21975142.000000 Penalty: 5945.944824
	Iteration 81Q: 3 clusters Score -2.197514e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71329 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -21975132.000000 Penalty: 5945.944824
	Iteration 82Q: 3 clusters Score -2.197513e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 89599 members 
Entering Unmasked Estep 
Score: -21975108.000000 Penalty: 5945.944824
	Iteration 83Q: 3 clusters Score -2.197511e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71035 members 
Mstep: Class 2 contains 89745 members 
Entering Unmasked Estep 
Score: -21975086.000000 Penalty: 5945.944824
	Iteration 84Q: 3 clusters Score -2.197509e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70886 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -21975096.000000 Penalty: 5945.944824
	Iteration 85Q: 3 clusters Score -2.19751e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70752 members 
Mstep: Class 2 contains 90028 members 
Entering Unmasked Estep 
Score: -21975070.000000 Penalty: 5945.944824
	Iteration 86Q: 3 clusters Score -2.197507e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70620 members 
Mstep: Class 2 contains 90160 members 
Entering Unmasked Estep 
Score: -21975064.000000 Penalty: 5945.944824
	Iteration 87Q: 3 clusters Score -2.197506e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70506 members 
Mstep: Class 2 contains 90274 members 
Entering Unmasked Estep 
Score: -21975062.000000 Penalty: 5945.944824
	Iteration 88Q: 3 clusters Score -2.197506e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 90387 members 
Entering Unmasked Estep 
Score: -21975050.000000 Penalty: 5945.944824
	Iteration 89Q: 3 clusters Score -2.197505e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70299 members 
Mstep: Class 2 contains 90481 members 
Entering Unmasked Estep 
Score: -21975060.000000 Penalty: 5945.944824
	Iteration 90Q: 3 clusters Score -2.197506e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70187 members 
Mstep: Class 2 contains 90593 members 
Entering Unmasked Estep 
Score: -21975050.000000 Penalty: 5945.944824
	Iteration 91Q: 3 clusters Score -2.197505e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 90696 members 
Entering Unmasked Estep 
Score: -21975042.000000 Penalty: 5945.944824
	Iteration 92Q: 3 clusters Score -2.197504e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69971 members 
Mstep: Class 2 contains 90809 members 
Entering Unmasked Estep 
Score: -21975036.000000 Penalty: 5945.944824
	Iteration 93Q: 3 clusters Score -2.197504e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 90915 members 
Entering Unmasked Estep 
Score: -21975046.000000 Penalty: 5945.944824
	Iteration 94Q: 3 clusters Score -2.197505e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 91014 members 
Entering Unmasked Estep 
Score: -21975042.000000 Penalty: 5945.944824
	Iteration 95Q: 3 clusters Score -2.197504e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69670 members 
Mstep: Class 2 contains 91110 members 
Entering Unmasked Estep 
Score: -21975068.000000 Penalty: 5945.944824
	Iteration 96Q: 3 clusters Score -2.197507e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69576 members 
Mstep: Class 2 contains 91204 members 
Entering Unmasked Estep 
Score: -21975068.000000 Penalty: 5945.944824
	Iteration 97Q: 3 clusters Score -2.197507e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69492 members 
Mstep: Class 2 contains 91288 members 
Entering Unmasked Estep 
Score: -21975078.000000 Penalty: 5945.944824
	Iteration 98Q: 3 clusters Score -2.197508e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69425 members 
Mstep: Class 2 contains 91355 members 
Entering Unmasked Estep 
Score: -21975080.000000 Penalty: 5945.944824
	Iteration 99Q: 3 clusters Score -2.197508e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 91426 members 
Entering Unmasked Estep 
Score: -21975110.000000 Penalty: 5945.944824
	Iteration 100F: 3 clusters Score -2.197511e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69285 members 
Mstep: Class 2 contains 91495 members 
Entering Unmasked Estep 
Score: -21975114.000000 Penalty: 5945.944824
	Iteration 101Q: 3 clusters Score -2.197511e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 91572 members 
Entering Unmasked Estep 
Score: -21975110.000000 Penalty: 5945.944824
	Iteration 102Q: 3 clusters Score -2.197511e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69134 members 
Mstep: Class 2 contains 91646 members 
Entering Unmasked Estep 
Score: -21975116.000000 Penalty: 5945.944824
	Iteration 103Q: 3 clusters Score -2.197512e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69043 members 
Mstep: Class 2 contains 91737 members 
Entering Unmasked Estep 
Score: -21975086.000000 Penalty: 5945.944824
	Iteration 104Q: 3 clusters Score -2.197509e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68946 members 
Mstep: Class 2 contains 91834 members 
Entering Unmasked Estep 
Score: -21975066.000000 Penalty: 5945.944824
	Iteration 105Q: 3 clusters Score -2.197507e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68846 members 
Mstep: Class 2 contains 91934 members 
Entering Unmasked Estep 
Score: -21975082.000000 Penalty: 5945.944824
	Iteration 106Q: 3 clusters Score -2.197508e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68755 members 
Mstep: Class 2 contains 92025 members 
Entering Unmasked Estep 
Score: -21975102.000000 Penalty: 5945.944824
	Iteration 107Q: 3 clusters Score -2.19751e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 92127 members 
Entering Unmasked Estep 
Score: -21975098.000000 Penalty: 5945.944824
	Iteration 108Q: 3 clusters Score -2.19751e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 92209 members 
Entering Unmasked Estep 
Score: -21975112.000000 Penalty: 5945.944824
	Iteration 109Q: 3 clusters Score -2.197511e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 92284 members 
Entering Unmasked Estep 
Score: -21975114.000000 Penalty: 5945.944824
	Iteration 110Q: 3 clusters Score -2.197511e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68415 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
Score: -21975098.000000 Penalty: 5945.944824
	Iteration 111Q: 3 clusters Score -2.19751e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 92460 members 
Entering Unmasked Estep 
Score: -21975120.000000 Penalty: 5945.944824
	Iteration 112Q: 3 clusters Score -2.197512e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68241 members 
Mstep: Class 2 contains 92539 members 
Entering Unmasked Estep 
Score: -21975150.000000 Penalty: 5945.944824
	Iteration 113Q: 3 clusters Score -2.197515e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68170 members 
Mstep: Class 2 contains 92610 members 
Entering Unmasked Estep 
Score: -21975144.000000 Penalty: 5945.944824
	Iteration 114Q: 3 clusters Score -2.197514e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68088 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -21975142.000000 Penalty: 5945.944824
	Iteration 115Q: 3 clusters Score -2.197514e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68020 members 
Mstep: Class 2 contains 92760 members 
Entering Unmasked Estep 
Score: -21975178.000000 Penalty: 5945.944824
	Iteration 116Q: 3 clusters Score -2.197518e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67954 members 
Mstep: Class 2 contains 92826 members 
Entering Unmasked Estep 
Score: -21975162.000000 Penalty: 5945.944824
	Iteration 117Q: 3 clusters Score -2.197516e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67901 members 
Mstep: Class 2 contains 92879 members 
Entering Unmasked Estep 
Score: -21975156.000000 Penalty: 5945.944824
	Iteration 118Q: 3 clusters Score -2.197516e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 92944 members 
Entering Unmasked Estep 
Score: -21975200.000000 Penalty: 5945.944824
	Iteration 119Q: 3 clusters Score -2.19752e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 93013 members 
Entering Unmasked Estep 
Score: -21975204.000000 Penalty: 5945.944824
	Iteration 120F: 3 clusters Score -2.19752e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67709 members 
Mstep: Class 2 contains 93071 members 
Entering Unmasked Estep 
Score: -21975230.000000 Penalty: 5945.944824
	Iteration 121Q: 3 clusters Score -2.197523e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67656 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -21975228.000000 Penalty: 5945.944824
	Iteration 122Q: 3 clusters Score -2.197523e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67596 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -21975220.000000 Penalty: 5945.944824
	Iteration 123Q: 3 clusters Score -2.197522e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67543 members 
Mstep: Class 2 contains 93237 members 
Entering Unmasked Estep 
Score: -21975230.000000 Penalty: 5945.944824
	Iteration 124Q: 3 clusters Score -2.197523e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67496 members 
Mstep: Class 2 contains 93284 members 
Entering Unmasked Estep 
Score: -21975224.000000 Penalty: 5945.944824
	Iteration 125Q: 3 clusters Score -2.197522e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -21975254.000000 Penalty: 5945.944824
	Iteration 126Q: 3 clusters Score -2.197525e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 93405 members 
Entering Unmasked Estep 
Score: -21975268.000000 Penalty: 5945.944824
	Iteration 127Q: 3 clusters Score -2.197527e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67315 members 
Mstep: Class 2 contains 93465 members 
Entering Unmasked Estep 
Score: -21975252.000000 Penalty: 5945.944824
	Iteration 128Q: 3 clusters Score -2.197525e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67259 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -21975238.000000 Penalty: 5945.944824
	Iteration 129Q: 3 clusters Score -2.197524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67215 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -21975240.000000 Penalty: 5945.944824
	Iteration 130Q: 3 clusters Score -2.197524e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -21975242.000000 Penalty: 5945.944824
	Iteration 131Q: 3 clusters Score -2.197524e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67118 members 
Mstep: Class 2 contains 93662 members 
Entering Unmasked Estep 
Score: -21975258.000000 Penalty: 5945.944824
	Iteration 132Q: 3 clusters Score -2.197526e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67062 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -21975270.000000 Penalty: 5945.944824
	Iteration 133Q: 3 clusters Score -2.197527e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 93773 members 
Entering Unmasked Estep 
Score: -21975260.000000 Penalty: 5945.944824
	Iteration 134Q: 3 clusters Score -2.197526e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66955 members 
Mstep: Class 2 contains 93825 members 
Entering Unmasked Estep 
Score: -21975282.000000 Penalty: 5945.944824
	Iteration 135Q: 3 clusters Score -2.197528e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66891 members 
Mstep: Class 2 contains 93889 members 
Entering Unmasked Estep 
Score: -21975258.000000 Penalty: 5945.944824
	Iteration 136Q: 3 clusters Score -2.197526e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -21975258.000000 Penalty: 5945.944824
	Iteration 137Q: 3 clusters Score -2.197526e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66765 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -21975278.000000 Penalty: 5945.944824
	Iteration 138Q: 3 clusters Score -2.197528e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66703 members 
Mstep: Class 2 contains 94077 members 
Entering Unmasked Estep 
Score: -21975262.000000 Penalty: 5945.944824
	Iteration 139Q: 3 clusters Score -2.197526e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 94127 members 
Entering Unmasked Estep 
Score: -21975300.000000 Penalty: 5945.944824
	Iteration 140F: 3 clusters Score -2.19753e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66598 members 
Mstep: Class 2 contains 94182 members 
Entering Unmasked Estep 
Score: -21975282.000000 Penalty: 5945.944824
	Iteration 141Q: 3 clusters Score -2.197528e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66547 members 
Mstep: Class 2 contains 94233 members 
Entering Unmasked Estep 
Score: -21975272.000000 Penalty: 5945.944824
	Iteration 142Q: 3 clusters Score -2.197527e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66507 members 
Mstep: Class 2 contains 94273 members 
Entering Unmasked Estep 
Score: -21975270.000000 Penalty: 5945.944824
	Iteration 143Q: 3 clusters Score -2.197527e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66462 members 
Mstep: Class 2 contains 94318 members 
Entering Unmasked Estep 
Score: -21975294.000000 Penalty: 5945.944824
	Iteration 144Q: 3 clusters Score -2.197529e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66424 members 
Mstep: Class 2 contains 94356 members 
Entering Unmasked Estep 
Score: -21975308.000000 Penalty: 5945.944824
	Iteration 145Q: 3 clusters Score -2.197531e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 94392 members 
Entering Unmasked Estep 
Score: -21975324.000000 Penalty: 5945.944824
	Iteration 146Q: 3 clusters Score -2.197532e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 94436 members 
Entering Unmasked Estep 
Score: -21975292.000000 Penalty: 5945.944824
	Iteration 147Q: 3 clusters Score -2.197529e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66292 members 
Mstep: Class 2 contains 94488 members 
Entering Unmasked Estep 
Score: -21975230.000000 Penalty: 5945.944824
	Iteration 148Q: 3 clusters Score -2.197523e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66238 members 
Mstep: Class 2 contains 94542 members 
Entering Unmasked Estep 
Score: -21975240.000000 Penalty: 5945.944824
	Iteration 149Q: 3 clusters Score -2.197524e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66180 members 
Mstep: Class 2 contains 94600 members 
Entering Unmasked Estep 
Score: -21975210.000000 Penalty: 5945.944824
	Iteration 150Q: 3 clusters Score -2.197521e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66131 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -21975214.000000 Penalty: 5945.944824
	Iteration 151Q: 3 clusters Score -2.197521e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66080 members 
Mstep: Class 2 contains 94700 members 
Entering Unmasked Estep 
Score: -21975220.000000 Penalty: 5945.944824
	Iteration 152Q: 3 clusters Score -2.197522e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66029 members 
Mstep: Class 2 contains 94751 members 
Entering Unmasked Estep 
Score: -21975198.000000 Penalty: 5945.944824
	Iteration 153Q: 3 clusters Score -2.19752e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 94809 members 
Entering Unmasked Estep 
Score: -21975248.000000 Penalty: 5945.944824
	Iteration 154Q: 3 clusters Score -2.197525e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 94873 members 
Entering Unmasked Estep 
Score: -21975252.000000 Penalty: 5945.944824
	Iteration 155Q: 3 clusters Score -2.197525e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65837 members 
Mstep: Class 2 contains 94943 members 
Entering Unmasked Estep 
Score: -21975248.000000 Penalty: 5945.944824
	Iteration 156Q: 3 clusters Score -2.197525e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65783 members 
Mstep: Class 2 contains 94997 members 
Entering Unmasked Estep 
Score: -21975266.000000 Penalty: 5945.944824
	Iteration 157Q: 3 clusters Score -2.197527e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65734 members 
Mstep: Class 2 contains 95046 members 
Entering Unmasked Estep 
Score: -21975248.000000 Penalty: 5945.944824
	Iteration 158Q: 3 clusters Score -2.197525e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 95096 members 
Entering Unmasked Estep 
Score: -21975260.000000 Penalty: 5945.944824
	Iteration 159Q: 3 clusters Score -2.197526e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65623 members 
Mstep: Class 2 contains 95157 members 
Entering Unmasked Estep 
Score: -21975280.000000 Penalty: 5945.944824
	Iteration 160F: 3 clusters Score -2.197528e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 95223 members 
Entering Unmasked Estep 
Score: -21975260.000000 Penalty: 5945.944824
	Iteration 161Q: 3 clusters Score -2.197526e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65490 members 
Mstep: Class 2 contains 95290 members 
Entering Unmasked Estep 
Score: -21975290.000000 Penalty: 5945.944824
	Iteration 162Q: 3 clusters Score -2.197529e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65423 members 
Mstep: Class 2 contains 95357 members 
Entering Unmasked Estep 
Score: -21975264.000000 Penalty: 5945.944824
	Iteration 163Q: 3 clusters Score -2.197526e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65363 members 
Mstep: Class 2 contains 95417 members 
Entering Unmasked Estep 
Score: -21975252.000000 Penalty: 5945.944824
	Iteration 164Q: 3 clusters Score -2.197525e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65293 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -21975244.000000 Penalty: 5945.944824
	Iteration 165Q: 3 clusters Score -2.197524e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65227 members 
Mstep: Class 2 contains 95553 members 
Entering Unmasked Estep 
Score: -21975230.000000 Penalty: 5945.944824
	Iteration 166Q: 3 clusters Score -2.197523e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65150 members 
Mstep: Class 2 contains 95630 members 
Entering Unmasked Estep 
Score: -21975294.000000 Penalty: 5945.944824
	Iteration 167Q: 3 clusters Score -2.197529e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65079 members 
Mstep: Class 2 contains 95701 members 
Entering Unmasked Estep 
Score: -21975320.000000 Penalty: 5945.944824
	Iteration 168Q: 3 clusters Score -2.197532e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65018 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -21975296.000000 Penalty: 5945.944824
	Iteration 169Q: 3 clusters Score -2.19753e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 95822 members 
Entering Unmasked Estep 
Score: -21975320.000000 Penalty: 5945.944824
	Iteration 170Q: 3 clusters Score -2.197532e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64901 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -21975288.000000 Penalty: 5945.944824
	Iteration 171Q: 3 clusters Score -2.197529e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 95924 members 
Entering Unmasked Estep 
Score: -21975310.000000 Penalty: 5945.944824
	Iteration 172Q: 3 clusters Score -2.197531e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64812 members 
Mstep: Class 2 contains 95968 members 
Entering Unmasked Estep 
Score: -21975290.000000 Penalty: 5945.944824
	Iteration 173Q: 3 clusters Score -2.197529e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64762 members 
Mstep: Class 2 contains 96018 members 
Entering Unmasked Estep 
Score: -21975292.000000 Penalty: 5945.944824
	Iteration 174Q: 3 clusters Score -2.197529e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64720 members 
Mstep: Class 2 contains 96060 members 
Entering Unmasked Estep 
Score: -21975296.000000 Penalty: 5945.944824
	Iteration 175Q: 3 clusters Score -2.19753e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64674 members 
Mstep: Class 2 contains 96106 members 
Entering Unmasked Estep 
Score: -21975302.000000 Penalty: 5945.944824
	Iteration 176Q: 3 clusters Score -2.19753e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 96153 members 
Entering Unmasked Estep 
Score: -21975318.000000 Penalty: 5945.944824
	Iteration 177Q: 3 clusters Score -2.197532e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64569 members 
Mstep: Class 2 contains 96211 members 
Entering Unmasked Estep 
Score: -21975324.000000 Penalty: 5945.944824
	Iteration 178Q: 3 clusters Score -2.197532e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64501 members 
Mstep: Class 2 contains 96279 members 
Entering Unmasked Estep 
Score: -21975310.000000 Penalty: 5945.944824
	Iteration 179Q: 3 clusters Score -2.197531e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64427 members 
Mstep: Class 2 contains 96353 members 
Entering Unmasked Estep 
Score: -21975328.000000 Penalty: 5945.944824
	Iteration 180F: 3 clusters Score -2.197533e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64332 members 
Mstep: Class 2 contains 96448 members 
Entering Unmasked Estep 
Score: -21975350.000000 Penalty: 5945.944824
	Iteration 181Q: 3 clusters Score -2.197535e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 96523 members 
Entering Unmasked Estep 
Score: -21975364.000000 Penalty: 5945.944824
	Iteration 182Q: 3 clusters Score -2.197536e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64182 members 
Mstep: Class 2 contains 96598 members 
Entering Unmasked Estep 
Score: -21975362.000000 Penalty: 5945.944824
	Iteration 183Q: 3 clusters Score -2.197536e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64100 members 
Mstep: Class 2 contains 96680 members 
Entering Unmasked Estep 
Score: -21975368.000000 Penalty: 5945.944824
	Iteration 184Q: 3 clusters Score -2.197537e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64011 members 
Mstep: Class 2 contains 96769 members 
Entering Unmasked Estep 
Score: -21975352.000000 Penalty: 5945.944824
	Iteration 185Q: 3 clusters Score -2.197535e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63914 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -21975364.000000 Penalty: 5945.944824
	Iteration 186Q: 3 clusters Score -2.197536e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63792 members 
Mstep: Class 2 contains 96988 members 
Entering Unmasked Estep 
Score: -21975382.000000 Penalty: 5945.944824
	Iteration 187Q: 3 clusters Score -2.197538e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63669 members 
Mstep: Class 2 contains 97111 members 
Entering Unmasked Estep 
Score: -21975354.000000 Penalty: 5945.944824
	Iteration 188Q: 3 clusters Score -2.197535e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63558 members 
Mstep: Class 2 contains 97222 members 
Entering Unmasked Estep 
Score: -21975372.000000 Penalty: 5945.944824
	Iteration 189Q: 3 clusters Score -2.197537e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63457 members 
Mstep: Class 2 contains 97323 members 
Entering Unmasked Estep 
Score: -21975390.000000 Penalty: 5945.944824
	Iteration 190Q: 3 clusters Score -2.197539e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63348 members 
Mstep: Class 2 contains 97432 members 
Entering Unmasked Estep 
Score: -21975418.000000 Penalty: 5945.944824
	Iteration 191Q: 3 clusters Score -2.197542e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63228 members 
Mstep: Class 2 contains 97552 members 
Entering Unmasked Estep 
Score: -21975416.000000 Penalty: 5945.944824
	Iteration 192Q: 3 clusters Score -2.197542e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63120 members 
Mstep: Class 2 contains 97660 members 
Entering Unmasked Estep 
Score: -21975430.000000 Penalty: 5945.944824
	Iteration 193Q: 3 clusters Score -2.197543e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 97764 members 
Entering Unmasked Estep 
Score: -21975384.000000 Penalty: 5945.944824
	Iteration 194Q: 3 clusters Score -2.197538e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62908 members 
Mstep: Class 2 contains 97872 members 
Entering Unmasked Estep 
Score: -21975380.000000 Penalty: 5945.944824
	Iteration 195Q: 3 clusters Score -2.197538e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 97985 members 
Entering Unmasked Estep 
Score: -21975406.000000 Penalty: 5945.944824
	Iteration 196Q: 3 clusters Score -2.197541e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62671 members 
Mstep: Class 2 contains 98109 members 
Entering Unmasked Estep 
Score: -21975376.000000 Penalty: 5945.944824
	Iteration 197Q: 3 clusters Score -2.197538e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 98247 members 
Entering Unmasked Estep 
Score: -21975370.000000 Penalty: 5945.944824
	Iteration 198Q: 3 clusters Score -2.197537e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 98409 members 
Entering Unmasked Estep 
Score: -21975388.000000 Penalty: 5945.944824
	Iteration 199Q: 3 clusters Score -2.197539e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62214 members 
Mstep: Class 2 contains 98566 members 
Entering Unmasked Estep 
Score: -21975418.000000 Penalty: 5945.944824
	Iteration 200F: 3 clusters Score -2.197542e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62042 members 
Mstep: Class 2 contains 98738 members 
Entering Unmasked Estep 
Score: -21975372.000000 Penalty: 5945.944824
	Iteration 201Q: 3 clusters Score -2.197537e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -21975372.000000 Penalty: 5945.944824
	Iteration 202Q: 3 clusters Score -2.197537e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 99068 members 
Entering Unmasked Estep 
Score: -21975416.000000 Penalty: 5945.944824
	Iteration 203Q: 3 clusters Score -2.197542e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 99227 members 
Entering Unmasked Estep 
Score: -21975438.000000 Penalty: 5945.944824
	Iteration 204Q: 3 clusters Score -2.197544e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61396 members 
Mstep: Class 2 contains 99384 members 
Entering Unmasked Estep 
Score: -21975500.000000 Penalty: 5945.944824
	Iteration 205Q: 3 clusters Score -2.19755e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61245 members 
Mstep: Class 2 contains 99535 members 
Entering Unmasked Estep 
Score: -21975516.000000 Penalty: 5945.944824
	Iteration 206Q: 3 clusters Score -2.197552e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61101 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -21975520.000000 Penalty: 5945.944824
	Iteration 207Q: 3 clusters Score -2.197552e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60955 members 
Mstep: Class 2 contains 99825 members 
Entering Unmasked Estep 
Score: -21975508.000000 Penalty: 5945.944824
	Iteration 208Q: 3 clusters Score -2.197551e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 99967 members 
Entering Unmasked Estep 
Score: -21975488.000000 Penalty: 5945.944824
	Iteration 209Q: 3 clusters Score -2.197549e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60655 members 
Mstep: Class 2 contains 100125 members 
Entering Unmasked Estep 
Score: -21975486.000000 Penalty: 5945.944824
	Iteration 210Q: 3 clusters Score -2.197549e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60505 members 
Mstep: Class 2 contains 100275 members 
Entering Unmasked Estep 
Score: -21975464.000000 Penalty: 5945.944824
	Iteration 211Q: 3 clusters Score -2.197546e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60361 members 
Mstep: Class 2 contains 100419 members 
Entering Unmasked Estep 
Score: -21975476.000000 Penalty: 5945.944824
	Iteration 212Q: 3 clusters Score -2.197548e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60217 members 
Mstep: Class 2 contains 100563 members 
Entering Unmasked Estep 
Score: -21975500.000000 Penalty: 5945.944824
	Iteration 213Q: 3 clusters Score -2.19755e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 100710 members 
Entering Unmasked Estep 
Score: -21975550.000000 Penalty: 5945.944824
	Iteration 214Q: 3 clusters Score -2.197555e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -21975544.000000 Penalty: 5945.944824
	Iteration 215Q: 3 clusters Score -2.197554e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59712 members 
Mstep: Class 2 contains 101068 members 
Entering Unmasked Estep 
Score: -21975524.000000 Penalty: 5945.944824
	Iteration 216Q: 3 clusters Score -2.197552e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59547 members 
Mstep: Class 2 contains 101233 members 
Entering Unmasked Estep 
Score: -21975554.000000 Penalty: 5945.944824
	Iteration 217Q: 3 clusters Score -2.197555e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 101408 members 
Entering Unmasked Estep 
Score: -21975562.000000 Penalty: 5945.944824
	Iteration 218Q: 3 clusters Score -2.197556e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 101578 members 
Entering Unmasked Estep 
Score: -21975506.000000 Penalty: 5945.944824
	Iteration 219Q: 3 clusters Score -2.197551e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59063 members 
Mstep: Class 2 contains 101717 members 
Entering Unmasked Estep 
Score: -21975502.000000 Penalty: 5945.944824
	Iteration 220F: 3 clusters Score -2.19755e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58928 members 
Mstep: Class 2 contains 101852 members 
Entering Unmasked Estep 
Score: -21975528.000000 Penalty: 5945.944824
	Iteration 221Q: 3 clusters Score -2.197553e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 101976 members 
Entering Unmasked Estep 
Score: -21975506.000000 Penalty: 5945.944824
	Iteration 222Q: 3 clusters Score -2.197551e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 102098 members 
Entering Unmasked Estep 
Score: -21975504.000000 Penalty: 5945.944824
	Iteration 223Q: 3 clusters Score -2.19755e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58549 members 
Mstep: Class 2 contains 102231 members 
Entering Unmasked Estep 
Score: -21975538.000000 Penalty: 5945.944824
	Iteration 224Q: 3 clusters Score -2.197554e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58420 members 
Mstep: Class 2 contains 102360 members 
Entering Unmasked Estep 
Score: -21975542.000000 Penalty: 5945.944824
	Iteration 225Q: 3 clusters Score -2.197554e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 102490 members 
Entering Unmasked Estep 
Score: -21975578.000000 Penalty: 5945.944824
	Iteration 226Q: 3 clusters Score -2.197558e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58153 members 
Mstep: Class 2 contains 102627 members 
Entering Unmasked Estep 
Score: -21975580.000000 Penalty: 5945.944824
	Iteration 227Q: 3 clusters Score -2.197558e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58002 members 
Mstep: Class 2 contains 102778 members 
Entering Unmasked Estep 
Score: -21975618.000000 Penalty: 5945.944824
	Iteration 228Q: 3 clusters Score -2.197562e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 102921 members 
Entering Unmasked Estep 
Score: -21975636.000000 Penalty: 5945.944824
	Iteration 229Q: 3 clusters Score -2.197564e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 103084 members 
Entering Unmasked Estep 
Score: -21975642.000000 Penalty: 5945.944824
	Iteration 230Q: 3 clusters Score -2.197564e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57537 members 
Mstep: Class 2 contains 103243 members 
Entering Unmasked Estep 
Score: -21975676.000000 Penalty: 5945.944824
	Iteration 231Q: 3 clusters Score -2.197568e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57345 members 
Mstep: Class 2 contains 103435 members 
Entering Unmasked Estep 
Score: -21975674.000000 Penalty: 5945.944824
	Iteration 232Q: 3 clusters Score -2.197567e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 103618 members 
Entering Unmasked Estep 
Score: -21975670.000000 Penalty: 5945.944824
	Iteration 233Q: 3 clusters Score -2.197567e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56977 members 
Mstep: Class 2 contains 103803 members 
Entering Unmasked Estep 
Score: -21975718.000000 Penalty: 5945.944824
	Iteration 234Q: 3 clusters Score -2.197572e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56814 members 
Mstep: Class 2 contains 103966 members 
Entering Unmasked Estep 
Score: -21975708.000000 Penalty: 5945.944824
	Iteration 235Q: 3 clusters Score -2.197571e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56632 members 
Mstep: Class 2 contains 104148 members 
Entering Unmasked Estep 
Score: -21975742.000000 Penalty: 5945.944824
	Iteration 236Q: 3 clusters Score -2.197574e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56444 members 
Mstep: Class 2 contains 104336 members 
Entering Unmasked Estep 
Score: -21975770.000000 Penalty: 5945.944824
	Iteration 237Q: 3 clusters Score -2.197577e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56244 members 
Mstep: Class 2 contains 104536 members 
Entering Unmasked Estep 
Score: -21975766.000000 Penalty: 5945.944824
	Iteration 238Q: 3 clusters Score -2.197577e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56053 members 
Mstep: Class 2 contains 104727 members 
Entering Unmasked Estep 
Score: -21975758.000000 Penalty: 5945.944824
	Iteration 239Q: 3 clusters Score -2.197576e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 104916 members 
Entering Unmasked Estep 
Score: -21975794.000000 Penalty: 5945.944824
	Iteration 240F: 3 clusters Score -2.197579e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55671 members 
Mstep: Class 2 contains 105109 members 
Entering Unmasked Estep 
Score: -21975786.000000 Penalty: 5945.944824
	Iteration 241Q: 3 clusters Score -2.197579e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 105307 members 
Entering Unmasked Estep 
Score: -21975756.000000 Penalty: 5945.944824
	Iteration 242Q: 3 clusters Score -2.197576e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 105513 members 
Entering Unmasked Estep 
Score: -21975808.000000 Penalty: 5945.944824
	Iteration 243Q: 3 clusters Score -2.197581e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 105709 members 
Entering Unmasked Estep 
Score: -21975800.000000 Penalty: 5945.944824
	Iteration 244Q: 3 clusters Score -2.19758e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54888 members 
Mstep: Class 2 contains 105892 members 
Entering Unmasked Estep 
Score: -21975866.000000 Penalty: 5945.944824
	Iteration 245Q: 3 clusters Score -2.197587e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54720 members 
Mstep: Class 2 contains 106060 members 
Entering Unmasked Estep 
Score: -21975846.000000 Penalty: 5945.944824
	Iteration 246Q: 3 clusters Score -2.197585e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 106226 members 
Entering Unmasked Estep 
Score: -21975842.000000 Penalty: 5945.944824
	Iteration 247Q: 3 clusters Score -2.197584e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54382 members 
Mstep: Class 2 contains 106398 members 
Entering Unmasked Estep 
Score: -21975840.000000 Penalty: 5945.944824
	Iteration 248Q: 3 clusters Score -2.197584e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 106566 members 
Entering Unmasked Estep 
Score: -21975850.000000 Penalty: 5945.944824
	Iteration 249Q: 3 clusters Score -2.197585e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 106724 members 
Entering Unmasked Estep 
Score: -21975850.000000 Penalty: 5945.944824
	Iteration 250Q: 3 clusters Score -2.197585e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53895 members 
Mstep: Class 2 contains 106885 members 
Entering Unmasked Estep 
Score: -21975840.000000 Penalty: 5945.944824
	Iteration 251Q: 3 clusters Score -2.197584e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53707 members 
Mstep: Class 2 contains 107073 members 
Entering Unmasked Estep 
Score: -21975912.000000 Penalty: 5945.944824
	Iteration 252Q: 3 clusters Score -2.197591e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 107279 members 
Entering Unmasked Estep 
Score: -21975862.000000 Penalty: 5945.944824
	Iteration 253Q: 3 clusters Score -2.197586e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 107507 members 
Entering Unmasked Estep 
Score: -21975894.000000 Penalty: 5945.944824
	Iteration 254Q: 3 clusters Score -2.197589e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 107734 members 
Entering Unmasked Estep 
Score: -21975910.000000 Penalty: 5945.944824
	Iteration 255Q: 3 clusters Score -2.197591e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52832 members 
Mstep: Class 2 contains 107948 members 
Entering Unmasked Estep 
Score: -21975948.000000 Penalty: 5945.944824
	Iteration 256Q: 3 clusters Score -2.197595e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52626 members 
Mstep: Class 2 contains 108154 members 
Entering Unmasked Estep 
Score: -21975944.000000 Penalty: 5945.944824
	Iteration 257Q: 3 clusters Score -2.197594e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 108357 members 
Entering Unmasked Estep 
Score: -21975924.000000 Penalty: 5945.944824
	Iteration 258Q: 3 clusters Score -2.197592e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -21975978.000000 Penalty: 5945.944824
	Iteration 259Q: 3 clusters Score -2.197598e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 108741 members 
Entering Unmasked Estep 
Score: -21976008.000000 Penalty: 5945.944824
	Iteration 260F: 3 clusters Score -2.197601e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 108914 members 
Entering Unmasked Estep 
Score: -21975958.000000 Penalty: 5945.944824
	Iteration 261Q: 3 clusters Score -2.197596e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 109086 members 
Entering Unmasked Estep 
Score: -21975992.000000 Penalty: 5945.944824
	Iteration 262Q: 3 clusters Score -2.197599e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 109260 members 
Entering Unmasked Estep 
Score: -21976014.000000 Penalty: 5945.944824
	Iteration 263Q: 3 clusters Score -2.197601e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 109448 members 
Entering Unmasked Estep 
Score: -21975980.000000 Penalty: 5945.944824
	Iteration 264Q: 3 clusters Score -2.197598e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 109637 members 
Entering Unmasked Estep 
Score: -21976008.000000 Penalty: 5945.944824
	Iteration 265Q: 3 clusters Score -2.197601e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50968 members 
Mstep: Class 2 contains 109812 members 
Entering Unmasked Estep 
Score: -21975998.000000 Penalty: 5945.944824
	Iteration 266Q: 3 clusters Score -2.1976e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 110044 members 
Entering Unmasked Estep 
Score: -21975942.000000 Penalty: 5945.944824
	Iteration 267Q: 3 clusters Score -2.197594e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 110311 members 
Entering Unmasked Estep 
Score: -21975920.000000 Penalty: 5945.944824
	Iteration 268Q: 3 clusters Score -2.197592e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 110577 members 
Entering Unmasked Estep 
Score: -21975944.000000 Penalty: 5945.944824
	Iteration 269Q: 3 clusters Score -2.197594e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 110860 members 
Entering Unmasked Estep 
Score: -21975966.000000 Penalty: 5945.944824
	Iteration 270Q: 3 clusters Score -2.197597e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 111155 members 
Entering Unmasked Estep 
Score: -21975998.000000 Penalty: 5945.944824
	Iteration 271Q: 3 clusters Score -2.1976e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 111457 members 
Entering Unmasked Estep 
Score: -21976040.000000 Penalty: 5945.944824
	Iteration 272Q: 3 clusters Score -2.197604e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 111787 members 
Entering Unmasked Estep 
Score: -21976060.000000 Penalty: 5945.944824
	Iteration 273Q: 3 clusters Score -2.197606e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 112114 members 
Entering Unmasked Estep 
Score: -21976116.000000 Penalty: 5945.944824
	Iteration 274Q: 3 clusters Score -2.197612e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 112434 members 
Entering Unmasked Estep 
Score: -21976146.000000 Penalty: 5945.944824
	Iteration 275Q: 3 clusters Score -2.197615e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 112766 members 
Entering Unmasked Estep 
Score: -21976188.000000 Penalty: 5945.944824
	Iteration 276Q: 3 clusters Score -2.197619e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 113111 members 
Entering Unmasked Estep 
Score: -21976240.000000 Penalty: 5945.944824
	Iteration 277Q: 3 clusters Score -2.197624e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 113467 members 
Entering Unmasked Estep 
Score: -21976302.000000 Penalty: 5945.944824
	Iteration 278Q: 3 clusters Score -2.19763e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 113816 members 
Entering Unmasked Estep 
Score: -21976348.000000 Penalty: 5945.944824
	Iteration 279Q: 3 clusters Score -2.197635e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 114179 members 
Entering Unmasked Estep 
Score: -21976390.000000 Penalty: 5945.944824
	Iteration 280F: 3 clusters Score -2.197639e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 114504 members 
Entering Unmasked Estep 
Score: -21976380.000000 Penalty: 5945.944824
	Iteration 281Q: 3 clusters Score -2.197638e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 114805 members 
Entering Unmasked Estep 
Score: -21976354.000000 Penalty: 5945.944824
	Iteration 282Q: 3 clusters Score -2.197635e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 115098 members 
Entering Unmasked Estep 
Score: -21976382.000000 Penalty: 5945.944824
	Iteration 283Q: 3 clusters Score -2.197638e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 115394 members 
Entering Unmasked Estep 
Score: -21976418.000000 Penalty: 5945.944824
	Iteration 284Q: 3 clusters Score -2.197642e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 115682 members 
Entering Unmasked Estep 
Score: -21976392.000000 Penalty: 5945.944824
	Iteration 285Q: 3 clusters Score -2.197639e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 115992 members 
Entering Unmasked Estep 
Score: -21976436.000000 Penalty: 5945.944824
	Iteration 286Q: 3 clusters Score -2.197644e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 116294 members 
Entering Unmasked Estep 
Score: -21976454.000000 Penalty: 5945.944824
	Iteration 287Q: 3 clusters Score -2.197645e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 116590 members 
Entering Unmasked Estep 
Score: -21976498.000000 Penalty: 5945.944824
	Iteration 288Q: 3 clusters Score -2.19765e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 116893 members 
Entering Unmasked Estep 
Score: -21976502.000000 Penalty: 5945.944824
	Iteration 289Q: 3 clusters Score -2.19765e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 117218 members 
Entering Unmasked Estep 
Score: -21976524.000000 Penalty: 5945.944824
	Iteration 290Q: 3 clusters Score -2.197652e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 117515 members 
Entering Unmasked Estep 
Score: -21976542.000000 Penalty: 5945.944824
	Iteration 291Q: 3 clusters Score -2.197654e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 117818 members 
Entering Unmasked Estep 
Score: -21976546.000000 Penalty: 5945.944824
	Iteration 292Q: 3 clusters Score -2.197655e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 118123 members 
Entering Unmasked Estep 
Score: -21976540.000000 Penalty: 5945.944824
	Iteration 293Q: 3 clusters Score -2.197654e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 118450 members 
Entering Unmasked Estep 
Score: -21976608.000000 Penalty: 5945.944824
	Iteration 294Q: 3 clusters Score -2.197661e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 118807 members 
Entering Unmasked Estep 
Score: -21976572.000000 Penalty: 5945.944824
	Iteration 295Q: 3 clusters Score -2.197657e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 119162 members 
Entering Unmasked Estep 
Score: -21976566.000000 Penalty: 5945.944824
	Iteration 296Q: 3 clusters Score -2.197657e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 119514 members 
Entering Unmasked Estep 
Score: -21976588.000000 Penalty: 5945.944824
	Iteration 297Q: 3 clusters Score -2.197659e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 119872 members 
Entering Unmasked Estep 
Score: -21976646.000000 Penalty: 5945.944824
	Iteration 298Q: 3 clusters Score -2.197665e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 120233 members 
Entering Unmasked Estep 
Score: -21976662.000000 Penalty: 5945.944824
	Iteration 299Q: 3 clusters Score -2.197666e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 120619 members 
Entering Unmasked Estep 
Score: -21976670.000000 Penalty: 5945.944824
	Iteration 300F: 3 clusters Score -2.197667e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 121026 members 
Entering Unmasked Estep 
Score: -21976690.000000 Penalty: 5945.944824
	Iteration 301Q: 3 clusters Score -2.197669e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 121441 members 
Entering Unmasked Estep 
Score: -21976774.000000 Penalty: 5945.944824
	Iteration 302Q: 3 clusters Score -2.197677e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 121856 members 
Entering Unmasked Estep 
Score: -21976826.000000 Penalty: 5945.944824
	Iteration 303Q: 3 clusters Score -2.197683e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 122303 members 
Entering Unmasked Estep 
Score: -21976860.000000 Penalty: 5945.944824
	Iteration 304Q: 3 clusters Score -2.197686e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 122774 members 
Entering Unmasked Estep 
Score: -21976896.000000 Penalty: 5945.944824
	Iteration 305Q: 3 clusters Score -2.19769e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 123273 members 
Entering Unmasked Estep 
Score: -21976894.000000 Penalty: 5945.944824
	Iteration 306Q: 3 clusters Score -2.197689e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 123820 members 
Entering Unmasked Estep 
Score: -21976916.000000 Penalty: 5945.944824
	Iteration 307Q: 3 clusters Score -2.197692e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 124365 members 
Entering Unmasked Estep 
Score: -21976894.000000 Penalty: 5945.944824
	Iteration 308Q: 3 clusters Score -2.197689e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 124909 members 
Entering Unmasked Estep 
Score: -21976920.000000 Penalty: 5945.944824
	Iteration 309Q: 3 clusters Score -2.197692e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 125516 members 
Entering Unmasked Estep 
Score: -21976984.000000 Penalty: 5945.944824
	Iteration 310Q: 3 clusters Score -2.197698e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 126135 members 
Entering Unmasked Estep 
Score: -21976994.000000 Penalty: 5945.944824
	Iteration 311Q: 3 clusters Score -2.197699e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 126768 members 
Entering Unmasked Estep 
Score: -21976982.000000 Penalty: 5945.944824
	Iteration 312Q: 3 clusters Score -2.197698e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 127404 members 
Entering Unmasked Estep 
Score: -21977006.000000 Penalty: 5945.944824
	Iteration 313Q: 3 clusters Score -2.197701e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32715 members 
Mstep: Class 2 contains 128065 members 
Entering Unmasked Estep 
Score: -21977070.000000 Penalty: 5945.944824
	Iteration 314Q: 3 clusters Score -2.197707e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 128752 members 
Entering Unmasked Estep 
Score: -21977062.000000 Penalty: 5945.944824
	Iteration 315Q: 3 clusters Score -2.197706e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 129442 members 
Entering Unmasked Estep 
Score: -21977056.000000 Penalty: 5945.944824
	Iteration 316Q: 3 clusters Score -2.197706e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 130145 members 
Entering Unmasked Estep 
Score: -21977100.000000 Penalty: 5945.944824
	Iteration 317Q: 3 clusters Score -2.19771e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 130882 members 
Entering Unmasked Estep 
Score: -21977046.000000 Penalty: 5945.944824
	Iteration 318Q: 3 clusters Score -2.197705e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 131596 members 
Entering Unmasked Estep 
Score: -21976982.000000 Penalty: 5945.944824
	Iteration 319Q: 3 clusters Score -2.197698e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 132324 members 
Entering Unmasked Estep 
Score: -21977058.000000 Penalty: 5945.944824
	Iteration 320F: 3 clusters Score -2.197706e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 133090 members 
Entering Unmasked Estep 
Score: -21977076.000000 Penalty: 5945.944824
	Iteration 321Q: 3 clusters Score -2.197708e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 133885 members 
Entering Unmasked Estep 
Score: -21977156.000000 Penalty: 5945.944824
	Iteration 322Q: 3 clusters Score -2.197716e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 134752 members 
Entering Unmasked Estep 
Score: -21977176.000000 Penalty: 5945.944824
	Iteration 323Q: 3 clusters Score -2.197718e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25092 members 
Mstep: Class 2 contains 135688 members 
Entering Unmasked Estep 
Score: -21977332.000000 Penalty: 5945.944824
	Iteration 324Q: 3 clusters Score -2.197733e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 136676 members 
Entering Unmasked Estep 
Score: -21977432.000000 Penalty: 5945.944824
	Iteration 325Q: 3 clusters Score -2.197743e+07 nChanged 1000
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 137676 members 
Entering Unmasked Estep 
Score: -21977480.000000 Penalty: 5945.944824
	Iteration 326Q: 3 clusters Score -2.197748e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 138698 members 
Entering Unmasked Estep 
Score: -21977536.000000 Penalty: 5945.944824
	Iteration 327Q: 3 clusters Score -2.197754e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 139775 members 
Entering Unmasked Estep 
Score: -21977732.000000 Penalty: 5945.944824
	Iteration 328Q: 3 clusters Score -2.197773e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 140906 members 
Entering Unmasked Estep 
Score: -21977908.000000 Penalty: 5945.944824
	Iteration 329Q: 3 clusters Score -2.197791e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 142075 members 
Entering Unmasked Estep 
Score: -21978110.000000 Penalty: 5945.944824
	Iteration 330Q: 3 clusters Score -2.197811e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 143259 members 
Entering Unmasked Estep 
Score: -21978338.000000 Penalty: 5945.944824
	Iteration 331Q: 3 clusters Score -2.197834e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 144528 members 
Entering Unmasked Estep 
Score: -21978540.000000 Penalty: 5945.944824
	Iteration 332Q: 3 clusters Score -2.197854e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 145827 members 
Entering Unmasked Estep 
Score: -21978840.000000 Penalty: 5945.944824
	Iteration 333Q: 3 clusters Score -2.197884e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 147177 members 
Entering Unmasked Estep 
Score: -21979072.000000 Penalty: 5945.944824
	Iteration 334Q: 3 clusters Score -2.197907e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 148594 members 
Entering Unmasked Estep 
Score: -21979534.000000 Penalty: 5945.944824
	Iteration 335Q: 3 clusters Score -2.197953e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 149965 members 
Entering Unmasked Estep 
Score: -21980054.000000 Penalty: 5945.944824
	Iteration 336Q: 3 clusters Score -2.198005e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 151280 members 
Entering Unmasked Estep 
Score: -21980558.000000 Penalty: 5945.944824
	Iteration 337Q: 3 clusters Score -2.198056e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 152566 members 
Entering Unmasked Estep 
Score: -21981134.000000 Penalty: 5945.944824
	Iteration 338Q: 3 clusters Score -2.198113e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 153716 members 
Entering Unmasked Estep 
Score: -21981552.000000 Penalty: 5945.944824
	Iteration 339Q: 3 clusters Score -2.198155e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 154725 members 
Entering Unmasked Estep 
Score: -21981958.000000 Penalty: 5945.944824
	Iteration 340F: 3 clusters Score -2.198196e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -21982246.000000 Penalty: 5945.944824
	Iteration 341Q: 3 clusters Score -2.198225e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 156139 members 
Entering Unmasked Estep 
Score: -21982562.000000 Penalty: 5945.944824
	Iteration 342Q: 3 clusters Score -2.198256e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 156625 members 
Entering Unmasked Estep 
Score: -21982810.000000 Penalty: 5945.944824
	Iteration 343Q: 3 clusters Score -2.198281e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 157008 members 
Entering Unmasked Estep 
Score: -21982938.000000 Penalty: 5945.944824
	Iteration 344Q: 3 clusters Score -2.198294e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 157292 members 
Entering Unmasked Estep 
Score: -21983124.000000 Penalty: 5945.944824
	Iteration 345Q: 3 clusters Score -2.198312e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 157507 members 
Entering Unmasked Estep 
Score: -21983194.000000 Penalty: 5945.944824
	Iteration 346Q: 3 clusters Score -2.198319e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 157677 members 
Entering Unmasked Estep 
Score: -21983320.000000 Penalty: 5945.944824
	Iteration 347Q: 3 clusters Score -2.198332e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 157814 members 
Entering Unmasked Estep 
Score: -21983444.000000 Penalty: 5945.944824
	Iteration 348Q: 3 clusters Score -2.198344e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 157920 members 
Entering Unmasked Estep 
Score: -21983578.000000 Penalty: 5945.944824
	Iteration 349Q: 3 clusters Score -2.198358e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 157979 members 
Entering Unmasked Estep 
Score: -21983682.000000 Penalty: 5945.944824
	Iteration 350Q: 3 clusters Score -2.198368e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 158031 members 
Entering Unmasked Estep 
Score: -21983776.000000 Penalty: 5945.944824
	Iteration 351Q: 3 clusters Score -2.198378e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 158059 members 
Entering Unmasked Estep 
Score: -21983804.000000 Penalty: 5945.944824
	Iteration 352Q: 3 clusters Score -2.19838e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 158058 members 
Entering Unmasked Estep 
Score: -21983866.000000 Penalty: 5945.944824
	Iteration 353Q: 3 clusters Score -2.198387e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 158038 members 
Entering Unmasked Estep 
Score: -21983916.000000 Penalty: 5945.944824
	Iteration 354Q: 3 clusters Score -2.198392e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 158012 members 
Entering Unmasked Estep 
Score: -21983960.000000 Penalty: 5945.944824
	Iteration 355Q: 3 clusters Score -2.198396e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 157991 members 
Entering Unmasked Estep 
Score: -21983946.000000 Penalty: 5945.944824
	Iteration 356Q: 3 clusters Score -2.198395e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 157975 members 
Entering Unmasked Estep 
Score: -21983956.000000 Penalty: 5945.944824
	Iteration 357Q: 3 clusters Score -2.198396e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 157965 members 
Entering Unmasked Estep 
Score: -21983974.000000 Penalty: 5945.944824
	Iteration 358Q: 3 clusters Score -2.198397e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 157958 members 
Entering Unmasked Estep 
Score: -21984000.000000 Penalty: 5945.944824
	Iteration 359Q: 3 clusters Score -2.1984e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 157943 members 
Entering Unmasked Estep 
Score: -21984032.000000 Penalty: 5945.944824
	Iteration 360F: 3 clusters Score -2.198403e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 157928 members 
Entering Unmasked Estep 
Score: -21984052.000000 Penalty: 5945.944824
	Iteration 361Q: 3 clusters Score -2.198405e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 157893 members 
Entering Unmasked Estep 
Score: -21984086.000000 Penalty: 5945.944824
	Iteration 362Q: 3 clusters Score -2.198409e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 157864 members 
Entering Unmasked Estep 
Score: -21984084.000000 Penalty: 5945.944824
	Iteration 363Q: 3 clusters Score -2.198408e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 157842 members 
Entering Unmasked Estep 
Score: -21984104.000000 Penalty: 5945.944824
	Iteration 364Q: 3 clusters Score -2.19841e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 157828 members 
Entering Unmasked Estep 
Score: -21984108.000000 Penalty: 5945.944824
	Iteration 365Q: 3 clusters Score -2.198411e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 157810 members 
Entering Unmasked Estep 
Score: -21984100.000000 Penalty: 5945.944824
	Iteration 366Q: 3 clusters Score -2.19841e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 157783 members 
Entering Unmasked Estep 
Score: -21984116.000000 Penalty: 5945.944824
	Iteration 367Q: 3 clusters Score -2.198412e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 157761 members 
Entering Unmasked Estep 
Score: -21984146.000000 Penalty: 5945.944824
	Iteration 368Q: 3 clusters Score -2.198415e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 157731 members 
Entering Unmasked Estep 
Score: -21984160.000000 Penalty: 5945.944824
	Iteration 369Q: 3 clusters Score -2.198416e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 157715 members 
Entering Unmasked Estep 
Score: -21984162.000000 Penalty: 5945.944824
	Iteration 370Q: 3 clusters Score -2.198416e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 157705 members 
Entering Unmasked Estep 
Score: -21984178.000000 Penalty: 5945.944824
	Iteration 371Q: 3 clusters Score -2.198418e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 157693 members 
Entering Unmasked Estep 
Score: -21984164.000000 Penalty: 5945.944824
	Iteration 372Q: 3 clusters Score -2.198416e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 157682 members 
Entering Unmasked Estep 
Score: -21984184.000000 Penalty: 5945.944824
	Iteration 373Q: 3 clusters Score -2.198418e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -21984178.000000 Penalty: 5945.944824
	Iteration 374Q: 3 clusters Score -2.198418e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 157672 members 
Entering Unmasked Estep 
Score: -21984178.000000 Penalty: 5945.944824
	Iteration 375Q: 3 clusters Score -2.198418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 157660 members 
Entering Unmasked Estep 
Score: -21984184.000000 Penalty: 5945.944824
	Iteration 376Q: 3 clusters Score -2.198418e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 157653 members 
Entering Unmasked Estep 
Score: -21984190.000000 Penalty: 5945.944824
	Iteration 377Q: 3 clusters Score -2.198419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 157639 members 
Entering Unmasked Estep 
Score: -21984200.000000 Penalty: 5945.944824
	Iteration 378Q: 3 clusters Score -2.19842e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 157630 members 
Entering Unmasked Estep 
Score: -21984186.000000 Penalty: 5945.944824
	Iteration 379Q: 3 clusters Score -2.198419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 157622 members 
Entering Unmasked Estep 
Score: -21984202.000000 Penalty: 5945.944824
	Iteration 380F: 3 clusters Score -2.19842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 157615 members 
Entering Unmasked Estep 
Score: -21984208.000000 Penalty: 5945.944824
	Iteration 381Q: 3 clusters Score -2.198421e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 157611 members 
Entering Unmasked Estep 
Score: -21984218.000000 Penalty: 5945.944824
	Iteration 382Q: 3 clusters Score -2.198422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 157600 members 
Entering Unmasked Estep 
Score: -21984216.000000 Penalty: 5945.944824
	Iteration 383Q: 3 clusters Score -2.198422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 157591 members 
Entering Unmasked Estep 
Score: -21984204.000000 Penalty: 5945.944824
	Iteration 384Q: 3 clusters Score -2.19842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 157589 members 
Entering Unmasked Estep 
Score: -21984206.000000 Penalty: 5945.944824
	Iteration 385Q: 3 clusters Score -2.198421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 157580 members 
Entering Unmasked Estep 
Score: -21984212.000000 Penalty: 5945.944824
	Iteration 386Q: 3 clusters Score -2.198421e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 157576 members 
Entering Unmasked Estep 
Score: -21984224.000000 Penalty: 5945.944824
	Iteration 387Q: 3 clusters Score -2.198422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 157571 members 
Entering Unmasked Estep 
Score: -21984240.000000 Penalty: 5945.944824
	Iteration 388Q: 3 clusters Score -2.198424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 157566 members 
Entering Unmasked Estep 
Score: -21984244.000000 Penalty: 5945.944824
	Iteration 389Q: 3 clusters Score -2.198424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 157565 members 
Entering Unmasked Estep 
Score: -21984248.000000 Penalty: 5945.944824
	Iteration 390Q: 3 clusters Score -2.198425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 157561 members 
Entering Unmasked Estep 
Score: -21984268.000000 Penalty: 5945.944824
	Iteration 391Q: 3 clusters Score -2.198427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 157555 members 
Entering Unmasked Estep 
Score: -21984260.000000 Penalty: 5945.944824
	Iteration 392Q: 3 clusters Score -2.198426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 157551 members 
Entering Unmasked Estep 
Score: -21984254.000000 Penalty: 5945.944824
	Iteration 393Q: 3 clusters Score -2.198425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 157549 members 
Entering Unmasked Estep 
Score: -21984264.000000 Penalty: 5945.944824
	Iteration 394Q: 3 clusters Score -2.198426e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 157548 members 
Entering Unmasked Estep 
Score: -21984250.000000 Penalty: 5945.944824
	Iteration 395Q: 3 clusters Score -2.198425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 157545 members 
Entering Unmasked Estep 
Score: -21984248.000000 Penalty: 5945.944824
	Iteration 396Q: 3 clusters Score -2.198425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 157544 members 
Entering Unmasked Estep 
Score: -21984254.000000 Penalty: 5945.944824
	Iteration 397Q: 3 clusters Score -2.198425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 157541 members 
Entering Unmasked Estep 
Score: -21984248.000000 Penalty: 5945.944824
	Iteration 398Q: 3 clusters Score -2.198425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 157539 members 
Entering Unmasked Estep 
Score: -21984244.000000 Penalty: 5945.944824
	Iteration 399Q: 3 clusters Score -2.198424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 157534 members 
Entering Unmasked Estep 
Score: -21984240.000000 Penalty: 5945.944824
	Iteration 400F: 3 clusters Score -2.198424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 157531 members 
Entering Unmasked Estep 
Score: -21984246.000000 Penalty: 5945.944824
	Iteration 401Q: 3 clusters Score -2.198425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 157529 members 
Entering Unmasked Estep 
Score: -21984236.000000 Penalty: 5945.944824
	Iteration 402Q: 3 clusters Score -2.198424e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 157527 members 
Entering Unmasked Estep 
Score: -21984246.000000 Penalty: 5945.944824
	Iteration 403Q: 3 clusters Score -2.198425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 157527 members 
Entering Unmasked Estep 
Score: -21984262.000000 Penalty: 5945.944824
	Iteration 404Q: 3 clusters Score -2.198426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 157525 members 
Entering Unmasked Estep 
Score: -21984260.000000 Penalty: 5945.944824
	Iteration 405Q: 3 clusters Score -2.198426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 157523 members 
Entering Unmasked Estep 
Score: -21984254.000000 Penalty: 5945.944824
	Iteration 406Q: 3 clusters Score -2.198425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 157522 members 
Entering Unmasked Estep 
Score: -21984250.000000 Penalty: 5945.944824
	Iteration 407Q: 3 clusters Score -2.198425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 157519 members 
Entering Unmasked Estep 
Score: -21984246.000000 Penalty: 5945.944824
	Iteration 408Q: 3 clusters Score -2.198425e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 157516 members 
Entering Unmasked Estep 
Score: -21984262.000000 Penalty: 5945.944824
	Iteration 409Q: 3 clusters Score -2.198426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 157512 members 
Entering Unmasked Estep 
Score: -21984256.000000 Penalty: 5945.944824
	Iteration 410Q: 3 clusters Score -2.198426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 157510 members 
Entering Unmasked Estep 
Score: -21984266.000000 Penalty: 5945.944824
	Iteration 411Q: 3 clusters Score -2.198427e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 157510 members 
Entering Unmasked Estep 
Score: -21984266.000000 Penalty: 5945.944824
	Iteration 412F: 3 clusters Score -2.198427e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Entering Unmasked Estep 
Score: -2775519.250000 Penalty: 2455.245117
	Iteration 0F: 2 clusters Score -2775519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2761588.000000 Penalty: 4910.490234
	Iteration 0F: 3 clusters Score -2761588 nChanged 8635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2766204.500000 Penalty: 4910.490234
	Iteration 1F: 3 clusters Score -2766204 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2766665.750000 Penalty: 4910.490234
	Iteration 2F: 3 clusters Score -2766666 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -2767217.250000 Penalty: 4910.490234
	Iteration 3F: 3 clusters Score -2767217 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2767969.250000 Penalty: 4910.490234
	Iteration 4F: 3 clusters Score -2767969 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2768922.250000 Penalty: 4910.490234
	Iteration 5F: 3 clusters Score -2768922 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2770016.750000 Penalty: 4910.490234
	Iteration 6F: 3 clusters Score -2770017 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2771012.500000 Penalty: 4910.490234
	Iteration 7F: 3 clusters Score -2771012 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2771806.750000 Penalty: 4910.490234
	Iteration 8Q: 3 clusters Score -2771807 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2772347.000000 Penalty: 4910.490234
	Iteration 9Q: 3 clusters Score -2772347 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2772643.250000 Penalty: 4910.490234
	Iteration 10Q: 3 clusters Score -2772643 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2772800.500000 Penalty: 4910.490234
	Iteration 11Q: 3 clusters Score -2772800 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2772889.250000 Penalty: 4910.490234
	Iteration 12Q: 3 clusters Score -2772889 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -2772955.250000 Penalty: 4910.490234
	Iteration 13Q: 3 clusters Score -2772955 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2772999.500000 Penalty: 4910.490234
	Iteration 14Q: 3 clusters Score -2773000 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -2773037.250000 Penalty: 4910.490234
	Iteration 15Q: 3 clusters Score -2773037 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2773059.250000 Penalty: 4910.490234
	Iteration 16Q: 3 clusters Score -2773059 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2773086.250000 Penalty: 4910.490234
	Iteration 17Q: 3 clusters Score -2773086 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2773116.250000 Penalty: 4910.490234
	Iteration 18Q: 3 clusters Score -2773116 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2773132.500000 Penalty: 4910.490234
	Iteration 19Q: 3 clusters Score -2773132 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2773147.250000 Penalty: 4910.490234
	Iteration 20F: 3 clusters Score -2773147 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2773174.750000 Penalty: 4910.490234
	Iteration 21Q: 3 clusters Score -2773175 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2773197.500000 Penalty: 4910.490234
	Iteration 22Q: 3 clusters Score -2773198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2773231.500000 Penalty: 4910.490234
	Iteration 23Q: 3 clusters Score -2773232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2773251.000000 Penalty: 4910.490234
	Iteration 24Q: 3 clusters Score -2773251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2773269.000000 Penalty: 4910.490234
	Iteration 25Q: 3 clusters Score -2773269 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2773284.250000 Penalty: 4910.490234
	Iteration 26Q: 3 clusters Score -2773284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2773305.750000 Penalty: 4910.490234
	Iteration 27Q: 3 clusters Score -2773306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2773312.000000 Penalty: 4910.490234
	Iteration 28Q: 3 clusters Score -2773312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2773322.250000 Penalty: 4910.490234
	Iteration 29Q: 3 clusters Score -2773322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2773332.250000 Penalty: 4910.490234
	Iteration 30Q: 3 clusters Score -2773332 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2773339.750000 Penalty: 4910.490234
	Iteration 31Q: 3 clusters Score -2773340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2773350.000000 Penalty: 4910.490234
	Iteration 32Q: 3 clusters Score -2773350 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2773366.250000 Penalty: 4910.490234
	Iteration 33Q: 3 clusters Score -2773366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2773399.500000 Penalty: 4910.490234
	Iteration 34Q: 3 clusters Score -2773400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2773413.000000 Penalty: 4910.490234
	Iteration 35Q: 3 clusters Score -2773413 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -2773428.000000 Penalty: 4910.490234
	Iteration 36Q: 3 clusters Score -2773428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2773446.000000 Penalty: 4910.490234
	Iteration 37Q: 3 clusters Score -2773446 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2773458.500000 Penalty: 4910.490234
	Iteration 38Q: 3 clusters Score -2773458 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2773477.250000 Penalty: 4910.490234
	Iteration 39Q: 3 clusters Score -2773477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2773482.750000 Penalty: 4910.490234
	Iteration 40F: 3 clusters Score -2773483 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2773500.500000 Penalty: 4910.490234
	Iteration 41Q: 3 clusters Score -2773500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2773512.000000 Penalty: 4910.490234
	Iteration 42Q: 3 clusters Score -2773512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2773523.750000 Penalty: 4910.490234
	Iteration 43Q: 3 clusters Score -2773524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2773536.500000 Penalty: 4910.490234
	Iteration 44Q: 3 clusters Score -2773536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -2773537.750000 Penalty: 4910.490234
	Iteration 45Q: 3 clusters Score -2773538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -2773542.250000 Penalty: 4910.490234
	Iteration 46Q: 3 clusters Score -2773542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2773550.000000 Penalty: 4910.490234
	Iteration 47Q: 3 clusters Score -2773550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2773555.750000 Penalty: 4910.490234
	Iteration 48Q: 3 clusters Score -2773556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2773573.000000 Penalty: 4910.490234
	Iteration 49Q: 3 clusters Score -2773573 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2773575.250000 Penalty: 4910.490234
	Iteration 50Q: 3 clusters Score -2773575 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -2773583.000000 Penalty: 4910.490234
	Iteration 51Q: 3 clusters Score -2773583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2773595.750000 Penalty: 4910.490234
	Iteration 52Q: 3 clusters Score -2773596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2773592.250000 Penalty: 4910.490234
	Iteration 53Q: 3 clusters Score -2773592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -2773602.000000 Penalty: 4910.490234
	Iteration 54Q: 3 clusters Score -2773602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2773600.250000 Penalty: 4910.490234
	Iteration 55Q: 3 clusters Score -2773600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2773608.500000 Penalty: 4910.490234
	Iteration 56Q: 3 clusters Score -2773608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2773618.500000 Penalty: 4910.490234
	Iteration 57Q: 3 clusters Score -2773618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2773624.250000 Penalty: 4910.490234
	Iteration 58Q: 3 clusters Score -2773624 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -2773627.500000 Penalty: 4910.490234
	Iteration 59Q: 3 clusters Score -2773628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2773651.500000 Penalty: 4910.490234
	Iteration 60F: 3 clusters Score -2773652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -2773662.750000 Penalty: 4910.490234
	Iteration 61Q: 3 clusters Score -2773663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2773678.000000 Penalty: 4910.490234
	Iteration 62Q: 3 clusters Score -2773678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2773697.750000 Penalty: 4910.490234
	Iteration 63Q: 3 clusters Score -2773698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -2773713.500000 Penalty: 4910.490234
	Iteration 64Q: 3 clusters Score -2773714 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2773728.250000 Penalty: 4910.490234
	Iteration 65Q: 3 clusters Score -2773728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2773751.500000 Penalty: 4910.490234
	Iteration 66Q: 3 clusters Score -2773752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2773772.000000 Penalty: 4910.490234
	Iteration 67Q: 3 clusters Score -2773772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2773790.000000 Penalty: 4910.490234
	Iteration 68Q: 3 clusters Score -2773790 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2773801.250000 Penalty: 4910.490234
	Iteration 69Q: 3 clusters Score -2773801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2773819.500000 Penalty: 4910.490234
	Iteration 70Q: 3 clusters Score -2773820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2773826.250000 Penalty: 4910.490234
	Iteration 71Q: 3 clusters Score -2773826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2773834.500000 Penalty: 4910.490234
	Iteration 72Q: 3 clusters Score -2773834 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2773842.500000 Penalty: 4910.490234
	Iteration 73Q: 3 clusters Score -2773842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2773847.000000 Penalty: 4910.490234
	Iteration 74Q: 3 clusters Score -2773847 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2773850.750000 Penalty: 4910.490234
	Iteration 75Q: 3 clusters Score -2773851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2773859.000000 Penalty: 4910.490234
	Iteration 76Q: 3 clusters Score -2773859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2773860.000000 Penalty: 4910.490234
	Iteration 77Q: 3 clusters Score -2773860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2773864.750000 Penalty: 4910.490234
	Iteration 78Q: 3 clusters Score -2773865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2773866.250000 Penalty: 4910.490234
	Iteration 79Q: 3 clusters Score -2773866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2773868.750000 Penalty: 4910.490234
	Iteration 80F: 3 clusters Score -2773869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2773871.250000 Penalty: 4910.490234
	Iteration 81Q: 3 clusters Score -2773871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2773868.750000 Penalty: 4910.490234
	Iteration 82Q: 3 clusters Score -2773869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2773868.750000 Penalty: 4910.490234
	Iteration 83F: 3 clusters Score -2773869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (31197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Entering Unmasked Estep 
Score: -4262590.500000 Penalty: 2566.322998
	Iteration 0F: 2 clusters Score -4262590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -4241143.000000 Penalty: 5132.645996
	Iteration 0F: 3 clusters Score -4241143 nChanged 14231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -4249077.500000 Penalty: 5132.645996
	Iteration 1F: 3 clusters Score -4249078 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -4249743.500000 Penalty: 5132.645996
	Iteration 2F: 3 clusters Score -4249744 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -4250433.500000 Penalty: 5132.645996
	Iteration 3Q: 3 clusters Score -4250434 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -4251134.000000 Penalty: 5132.645996
	Iteration 4Q: 3 clusters Score -4251134 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -4251950.000000 Penalty: 5132.645996
	Iteration 5F: 3 clusters Score -4251950 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -4252907.000000 Penalty: 5132.645996
	Iteration 6F: 3 clusters Score -4252907 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -4254133.000000 Penalty: 5132.645996
	Iteration 7F: 3 clusters Score -4254133 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -4255504.000000 Penalty: 5132.645996
	Iteration 8F: 3 clusters Score -4255504 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -4256834.000000 Penalty: 5132.645996
	Iteration 9F: 3 clusters Score -4256834 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -4257766.000000 Penalty: 5132.645996
	Iteration 10Q: 3 clusters Score -4257766 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -4258292.000000 Penalty: 5132.645996
	Iteration 11Q: 3 clusters Score -4258292 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -4258610.500000 Penalty: 5132.645996
	Iteration 12Q: 3 clusters Score -4258610 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -4258806.500000 Penalty: 5132.645996
	Iteration 13Q: 3 clusters Score -4258806 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -4258976.500000 Penalty: 5132.645996
	Iteration 14Q: 3 clusters Score -4258976 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -4259069.500000 Penalty: 5132.645996
	Iteration 15Q: 3 clusters Score -4259070 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -4259158.500000 Penalty: 5132.645996
	Iteration 16Q: 3 clusters Score -4259158 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -4259202.500000 Penalty: 5132.645996
	Iteration 17Q: 3 clusters Score -4259202 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -4259264.000000 Penalty: 5132.645996
	Iteration 18Q: 3 clusters Score -4259264 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -4259297.000000 Penalty: 5132.645996
	Iteration 19Q: 3 clusters Score -4259297 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -4259332.500000 Penalty: 5132.645996
	Iteration 20F: 3 clusters Score -4259332 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -4259342.000000 Penalty: 5132.645996
	Iteration 21Q: 3 clusters Score -4259342 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -4259351.500000 Penalty: 5132.645996
	Iteration 22Q: 3 clusters Score -4259352 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -4259351.000000 Penalty: 5132.645996
	Iteration 23Q: 3 clusters Score -4259351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -4259358.000000 Penalty: 5132.645996
	Iteration 24Q: 3 clusters Score -4259358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -4259363.500000 Penalty: 5132.645996
	Iteration 25Q: 3 clusters Score -4259364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -4259358.500000 Penalty: 5132.645996
	Iteration 26Q: 3 clusters Score -4259358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -4259357.500000 Penalty: 5132.645996
	Iteration 27Q: 3 clusters Score -4259358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -4259359.000000 Penalty: 5132.645996
	Iteration 28Q: 3 clusters Score -4259359 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -4259357.500000 Penalty: 5132.645996
	Iteration 29Q: 3 clusters Score -4259358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -4259361.500000 Penalty: 5132.645996
	Iteration 30Q: 3 clusters Score -4259362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -4259359.500000 Penalty: 5132.645996
	Iteration 31Q: 3 clusters Score -4259360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -4259361.500000 Penalty: 5132.645996
	Iteration 32Q: 3 clusters Score -4259362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -4259364.000000 Penalty: 5132.645996
	Iteration 33Q: 3 clusters Score -4259364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -4259370.000000 Penalty: 5132.645996
	Iteration 34Q: 3 clusters Score -4259370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -4259370.500000 Penalty: 5132.645996
	Iteration 35Q: 3 clusters Score -4259370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -4259370.500000 Penalty: 5132.645996
	Iteration 36Q: 3 clusters Score -4259370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -4259367.000000 Penalty: 5132.645996
	Iteration 37Q: 3 clusters Score -4259367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -4259367.000000 Penalty: 5132.645996
	Iteration 38F: 3 clusters Score -4259367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (230438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230438 members 
Entering Unmasked Estep 
Score: -32228492.000000 Penalty: 3062.238770
	Iteration 0F: 2 clusters Score -3.222849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115607 members 
Mstep: Class 2 contains 114831 members 
Entering Unmasked Estep 
Score: -32077988.000000 Penalty: 6124.477539
	Iteration 0F: 3 clusters Score -3.207799e+07 nChanged 111309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123178 members 
Mstep: Class 2 contains 107260 members 
Entering Unmasked Estep 
Score: -32143820.000000 Penalty: 6124.477539
	Iteration 1F: 3 clusters Score -3.214382e+07 nChanged 7734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128072 members 
Mstep: Class 2 contains 102366 members 
Entering Unmasked Estep 
Score: -32146044.000000 Penalty: 6124.477539
	Iteration 2Q: 3 clusters Score -3.214604e+07 nChanged 9618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135626 members 
Mstep: Class 2 contains 94812 members 
Entering Unmasked Estep 
Score: -32149672.000000 Penalty: 6124.477539
	Iteration 3Q: 3 clusters Score -3.214967e+07 nChanged 12902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147032 members 
Mstep: Class 2 contains 83406 members 
Entering Unmasked Estep 
Score: -32156534.000000 Penalty: 6124.477539
	Iteration 4F: 3 clusters Score -3.215653e+07 nChanged 16847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162905 members 
Mstep: Class 2 contains 67533 members 
Entering Unmasked Estep 
Score: -32168114.000000 Penalty: 6124.477539
	Iteration 5F: 3 clusters Score -3.216811e+07 nChanged 19772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182105 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -32184732.000000 Penalty: 6124.477539
	Iteration 6F: 3 clusters Score -3.218473e+07 nChanged 18922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200689 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -32201718.000000 Penalty: 6124.477539
	Iteration 7F: 3 clusters Score -3.220172e+07 nChanged 13925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214460 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -32214374.000000 Penalty: 6124.477539
	Iteration 8F: 3 clusters Score -3.221437e+07 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222830 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -32221262.000000 Penalty: 6124.477539
	Iteration 9Q: 3 clusters Score -3.222126e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227058 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -32224208.000000 Penalty: 6124.477539
	Iteration 10Q: 3 clusters Score -3.222421e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228920 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -32225136.000000 Penalty: 6124.477539
	Iteration 11Q: 3 clusters Score -3.222514e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229620 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -32225500.000000 Penalty: 6124.477539
	Iteration 12Q: 3 clusters Score -3.22255e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229869 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -32225734.000000 Penalty: 6124.477539
	Iteration 13Q: 3 clusters Score -3.222573e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229960 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -32225836.000000 Penalty: 6124.477539
	Iteration 14Q: 3 clusters Score -3.222584e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229999 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -32225900.000000 Penalty: 6124.477539
	Iteration 15Q: 3 clusters Score -3.22259e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230025 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -32225922.000000 Penalty: 6124.477539
	Iteration 16Q: 3 clusters Score -3.222592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230042 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -32225968.000000 Penalty: 6124.477539
	Iteration 17Q: 3 clusters Score -3.222597e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230047 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -32225980.000000 Penalty: 6124.477539
	Iteration 18Q: 3 clusters Score -3.222598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230053 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -32225984.000000 Penalty: 6124.477539
	Iteration 19Q: 3 clusters Score -3.222598e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230059 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -32226006.000000 Penalty: 6124.477539
	Iteration 20F: 3 clusters Score -3.222601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230065 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -32226026.000000 Penalty: 6124.477539
	Iteration 21Q: 3 clusters Score -3.222603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230066 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -32226048.000000 Penalty: 6124.477539
	Iteration 22Q: 3 clusters Score -3.222605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230069 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -32226042.000000 Penalty: 6124.477539
	Iteration 23Q: 3 clusters Score -3.222604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230067 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32226038.000000 Penalty: 6124.477539
	Iteration 24Q: 3 clusters Score -3.222604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230067 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32226064.000000 Penalty: 6124.477539
	Iteration 25Q: 3 clusters Score -3.222606e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230064 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -32226066.000000 Penalty: 6124.477539
	Iteration 26Q: 3 clusters Score -3.222607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230064 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -32226050.000000 Penalty: 6124.477539
	Iteration 27Q: 3 clusters Score -3.222605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230065 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -32226062.000000 Penalty: 6124.477539
	Iteration 28Q: 3 clusters Score -3.222606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230066 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -32226060.000000 Penalty: 6124.477539
	Iteration 29Q: 3 clusters Score -3.222606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230066 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -32226086.000000 Penalty: 6124.477539
	Iteration 30Q: 3 clusters Score -3.222609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230066 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -32226080.000000 Penalty: 6124.477539
	Iteration 31Q: 3 clusters Score -3.222608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230067 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32226066.000000 Penalty: 6124.477539
	Iteration 32Q: 3 clusters Score -3.222607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230066 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -32226072.000000 Penalty: 6124.477539
	Iteration 33Q: 3 clusters Score -3.222607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230065 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -32226070.000000 Penalty: 6124.477539
	Iteration 34Q: 3 clusters Score -3.222607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230064 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -32226072.000000 Penalty: 6124.477539
	Iteration 35Q: 3 clusters Score -3.222607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230064 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -32226074.000000 Penalty: 6124.477539
	Iteration 36Q: 3 clusters Score -3.222607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230065 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -32226078.000000 Penalty: 6124.477539
	Iteration 37Q: 3 clusters Score -3.222608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230066 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -32226088.000000 Penalty: 6124.477539
	Iteration 38Q: 3 clusters Score -3.222609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230066 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -32226088.000000 Penalty: 6124.477539
	Iteration 39F: 3 clusters Score -3.222609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Entering Unmasked Estep 
Score: -1650706.625000 Penalty: 2342.050293
	Iteration 0F: 2 clusters Score -1650707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1641306.875000 Penalty: 4684.100586
	Iteration 0F: 3 clusters Score -1641307 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1644247.875000 Penalty: 4684.100586
	Iteration 1F: 3 clusters Score -1644248 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1644554.875000 Penalty: 4684.100586
	Iteration 2F: 3 clusters Score -1644555 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1644765.625000 Penalty: 4684.100586
	Iteration 3Q: 3 clusters Score -1644766 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1644919.250000 Penalty: 4684.100586
	Iteration 4Q: 3 clusters Score -1644919 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1645080.375000 Penalty: 4684.100586
	Iteration 5Q: 3 clusters Score -1645080 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1645250.750000 Penalty: 4684.100586
	Iteration 6Q: 3 clusters Score -1645251 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1645461.250000 Penalty: 4684.100586
	Iteration 7Q: 3 clusters Score -1645461 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1645710.375000 Penalty: 4684.100586
	Iteration 8Q: 3 clusters Score -1645710 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1645990.250000 Penalty: 4684.100586
	Iteration 9Q: 3 clusters Score -1645990 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1646348.250000 Penalty: 4684.100586
	Iteration 10Q: 3 clusters Score -1646348 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1646714.750000 Penalty: 4684.100586
	Iteration 11Q: 3 clusters Score -1646715 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1647128.000000 Penalty: 4684.100586
	Iteration 12Q: 3 clusters Score -1647128 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1647553.125000 Penalty: 4684.100586
	Iteration 13Q: 3 clusters Score -1647553 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1647928.750000 Penalty: 4684.100586
	Iteration 14Q: 3 clusters Score -1647929 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1648185.500000 Penalty: 4684.100586
	Iteration 15Q: 3 clusters Score -1648186 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1648341.375000 Penalty: 4684.100586
	Iteration 16Q: 3 clusters Score -1648341 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1648478.000000 Penalty: 4684.100586
	Iteration 17Q: 3 clusters Score -1648478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1648571.375000 Penalty: 4684.100586
	Iteration 18Q: 3 clusters Score -1648571 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1648614.250000 Penalty: 4684.100586
	Iteration 19Q: 3 clusters Score -1648614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1648649.375000 Penalty: 4684.100586
	Iteration 20F: 3 clusters Score -1648649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1648669.500000 Penalty: 4684.100586
	Iteration 21Q: 3 clusters Score -1648670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1648690.875000 Penalty: 4684.100586
	Iteration 22Q: 3 clusters Score -1648691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1648707.375000 Penalty: 4684.100586
	Iteration 23Q: 3 clusters Score -1648707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1648728.000000 Penalty: 4684.100586
	Iteration 24Q: 3 clusters Score -1648728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -1648741.750000 Penalty: 4684.100586
	Iteration 25Q: 3 clusters Score -1648742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1648751.250000 Penalty: 4684.100586
	Iteration 26Q: 3 clusters Score -1648751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1648759.250000 Penalty: 4684.100586
	Iteration 27Q: 3 clusters Score -1648759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1648762.500000 Penalty: 4684.100586
	Iteration 28Q: 3 clusters Score -1648762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1648762.375000 Penalty: 4684.100586
	Iteration 29Q: 3 clusters Score -1648762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1648768.000000 Penalty: 4684.100586
	Iteration 30Q: 3 clusters Score -1648768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1648768.000000 Penalty: 4684.100586
	Iteration 31F: 3 clusters Score -1648768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29483.666016 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29483.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28288.902344 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28288.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28388.957031 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28388.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28392.386719 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28392.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28392.386719 Penalty: 2712.157715
	Iteration 3F: 3 clusters Score -28392.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Entering Unmasked Estep 
Score: -6558941.500000 Penalty: 2676.833008
	Iteration 0F: 2 clusters Score -6558942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -6525988.500000 Penalty: 5353.666016
	Iteration 0F: 3 clusters Score -6525988 nChanged 22544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -6538623.000000 Penalty: 5353.666016
	Iteration 1F: 3 clusters Score -6538623 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -6539198.500000 Penalty: 5353.666016
	Iteration 2Q: 3 clusters Score -6539198 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -6539633.000000 Penalty: 5353.666016
	Iteration 3Q: 3 clusters Score -6539633 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6540204.500000 Penalty: 5353.666016
	Iteration 4Q: 3 clusters Score -6540204 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -6540929.500000 Penalty: 5353.666016
	Iteration 5Q: 3 clusters Score -6540930 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -6541860.500000 Penalty: 5353.666016
	Iteration 6Q: 3 clusters Score -6541860 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -6543219.500000 Penalty: 5353.666016
	Iteration 7F: 3 clusters Score -6543220 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -6544771.000000 Penalty: 5353.666016
	Iteration 8F: 3 clusters Score -6544771 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -6546371.000000 Penalty: 5353.666016
	Iteration 9F: 3 clusters Score -6546371 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -6547952.500000 Penalty: 5353.666016
	Iteration 10F: 3 clusters Score -6547952 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33022 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -6549559.500000 Penalty: 5353.666016
	Iteration 11Q: 3 clusters Score -6549560 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -6551170.000000 Penalty: 5353.666016
	Iteration 12Q: 3 clusters Score -6551170 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -6552611.500000 Penalty: 5353.666016
	Iteration 13Q: 3 clusters Score -6552612 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -6553659.000000 Penalty: 5353.666016
	Iteration 14Q: 3 clusters Score -6553659 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -6554326.000000 Penalty: 5353.666016
	Iteration 15Q: 3 clusters Score -6554326 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -6554798.500000 Penalty: 5353.666016
	Iteration 16Q: 3 clusters Score -6554798 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -6555196.000000 Penalty: 5353.666016
	Iteration 17Q: 3 clusters Score -6555196 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -6555547.500000 Penalty: 5353.666016
	Iteration 18Q: 3 clusters Score -6555548 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -6555828.000000 Penalty: 5353.666016
	Iteration 19Q: 3 clusters Score -6555828 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -6556057.000000 Penalty: 5353.666016
	Iteration 20F: 3 clusters Score -6556057 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -6556209.000000 Penalty: 5353.666016
	Iteration 21Q: 3 clusters Score -6556209 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -6556335.500000 Penalty: 5353.666016
	Iteration 22Q: 3 clusters Score -6556336 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -6556469.000000 Penalty: 5353.666016
	Iteration 23Q: 3 clusters Score -6556469 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -6556551.500000 Penalty: 5353.666016
	Iteration 24Q: 3 clusters Score -6556552 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -6556661.500000 Penalty: 5353.666016
	Iteration 25Q: 3 clusters Score -6556662 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -6556773.500000 Penalty: 5353.666016
	Iteration 26Q: 3 clusters Score -6556774 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -6556834.000000 Penalty: 5353.666016
	Iteration 27Q: 3 clusters Score -6556834 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -6556907.000000 Penalty: 5353.666016
	Iteration 28Q: 3 clusters Score -6556907 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -6556999.500000 Penalty: 5353.666016
	Iteration 29Q: 3 clusters Score -6557000 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -6557062.000000 Penalty: 5353.666016
	Iteration 30Q: 3 clusters Score -6557062 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6557111.500000 Penalty: 5353.666016
	Iteration 31Q: 3 clusters Score -6557112 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -6557158.000000 Penalty: 5353.666016
	Iteration 32Q: 3 clusters Score -6557158 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -6557191.500000 Penalty: 5353.666016
	Iteration 33Q: 3 clusters Score -6557192 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -6557231.500000 Penalty: 5353.666016
	Iteration 34Q: 3 clusters Score -6557232 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -6557280.500000 Penalty: 5353.666016
	Iteration 35Q: 3 clusters Score -6557280 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -6557302.500000 Penalty: 5353.666016
	Iteration 36Q: 3 clusters Score -6557302 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -6557341.000000 Penalty: 5353.666016
	Iteration 37Q: 3 clusters Score -6557341 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -6557359.000000 Penalty: 5353.666016
	Iteration 38Q: 3 clusters Score -6557359 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -6557387.500000 Penalty: 5353.666016
	Iteration 39Q: 3 clusters Score -6557388 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -6557400.500000 Penalty: 5353.666016
	Iteration 40F: 3 clusters Score -6557400 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -6557424.000000 Penalty: 5353.666016
	Iteration 41Q: 3 clusters Score -6557424 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -6557437.000000 Penalty: 5353.666016
	Iteration 42Q: 3 clusters Score -6557437 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -6557446.000000 Penalty: 5353.666016
	Iteration 43Q: 3 clusters Score -6557446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6557457.000000 Penalty: 5353.666016
	Iteration 44Q: 3 clusters Score -6557457 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -6557479.000000 Penalty: 5353.666016
	Iteration 45Q: 3 clusters Score -6557479 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -6557479.500000 Penalty: 5353.666016
	Iteration 46Q: 3 clusters Score -6557480 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -6557485.500000 Penalty: 5353.666016
	Iteration 47Q: 3 clusters Score -6557486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -6557503.500000 Penalty: 5353.666016
	Iteration 48Q: 3 clusters Score -6557504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -6557504.500000 Penalty: 5353.666016
	Iteration 49Q: 3 clusters Score -6557504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -6557521.000000 Penalty: 5353.666016
	Iteration 50Q: 3 clusters Score -6557521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -6557528.000000 Penalty: 5353.666016
	Iteration 51Q: 3 clusters Score -6557528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -6557538.000000 Penalty: 5353.666016
	Iteration 52Q: 3 clusters Score -6557538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -6557556.000000 Penalty: 5353.666016
	Iteration 53Q: 3 clusters Score -6557556 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6557554.000000 Penalty: 5353.666016
	Iteration 54Q: 3 clusters Score -6557554 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -6557558.500000 Penalty: 5353.666016
	Iteration 55Q: 3 clusters Score -6557558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6557563.000000 Penalty: 5353.666016
	Iteration 56Q: 3 clusters Score -6557563 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -6557560.000000 Penalty: 5353.666016
	Iteration 57Q: 3 clusters Score -6557560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -6557558.000000 Penalty: 5353.666016
	Iteration 58Q: 3 clusters Score -6557558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -6557559.000000 Penalty: 5353.666016
	Iteration 59Q: 3 clusters Score -6557559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -6557567.500000 Penalty: 5353.666016
	Iteration 60F: 3 clusters Score -6557568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -6557564.000000 Penalty: 5353.666016
	Iteration 61Q: 3 clusters Score -6557564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -6557565.000000 Penalty: 5353.666016
	Iteration 62Q: 3 clusters Score -6557565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -6557565.500000 Penalty: 5353.666016
	Iteration 63Q: 3 clusters Score -6557566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -6557560.500000 Penalty: 5353.666016
	Iteration 64Q: 3 clusters Score -6557560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6557561.000000 Penalty: 5353.666016
	Iteration 65Q: 3 clusters Score -6557561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -6557561.000000 Penalty: 5353.666016
	Iteration 66F: 3 clusters Score -6557561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (139801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139801 members 
Entering Unmasked Estep 
Score: -19465740.000000 Penalty: 2938.298096
	Iteration 0F: 2 clusters Score -1.946574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69656 members 
Mstep: Class 2 contains 70145 members 
Entering Unmasked Estep 
Score: -19372744.000000 Penalty: 5876.596191
	Iteration 0F: 3 clusters Score -1.937274e+07 nChanged 66556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Mstep: Class 2 contains 73317 members 
Entering Unmasked Estep 
Score: -19411682.000000 Penalty: 5876.596191
	Iteration 1F: 3 clusters Score -1.941168e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64447 members 
Mstep: Class 2 contains 75354 members 
Entering Unmasked Estep 
Score: -19413112.000000 Penalty: 5876.596191
	Iteration 2Q: 3 clusters Score -1.941311e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 78420 members 
Entering Unmasked Estep 
Score: -19415100.000000 Penalty: 5876.596191
	Iteration 3Q: 3 clusters Score -1.94151e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 82874 members 
Entering Unmasked Estep 
Score: -19418060.000000 Penalty: 5876.596191
	Iteration 4Q: 3 clusters Score -1.941806e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 88987 members 
Entering Unmasked Estep 
Score: -19422682.000000 Penalty: 5876.596191
	Iteration 5F: 3 clusters Score -1.942268e+07 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 96682 members 
Entering Unmasked Estep 
Score: -19429520.000000 Penalty: 5876.596191
	Iteration 6F: 3 clusters Score -1.942952e+07 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 105297 members 
Entering Unmasked Estep 
Score: -19437432.000000 Penalty: 5876.596191
	Iteration 7F: 3 clusters Score -1.943743e+07 nChanged 8730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -19444846.000000 Penalty: 5876.596191
	Iteration 8F: 3 clusters Score -1.944485e+07 nChanged 6915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 119870 members 
Entering Unmasked Estep 
Score: -19450330.000000 Penalty: 5876.596191
	Iteration 9Q: 3 clusters Score -1.945033e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 124905 members 
Entering Unmasked Estep 
Score: -19454224.000000 Penalty: 5876.596191
	Iteration 10Q: 3 clusters Score -1.945422e+07 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 128830 members 
Entering Unmasked Estep 
Score: -19456946.000000 Penalty: 5876.596191
	Iteration 11Q: 3 clusters Score -1.945695e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 131885 members 
Entering Unmasked Estep 
Score: -19459058.000000 Penalty: 5876.596191
	Iteration 12Q: 3 clusters Score -1.945906e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 134137 members 
Entering Unmasked Estep 
Score: -19460594.000000 Penalty: 5876.596191
	Iteration 13Q: 3 clusters Score -1.946059e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 135726 members 
Entering Unmasked Estep 
Score: -19461630.000000 Penalty: 5876.596191
	Iteration 14Q: 3 clusters Score -1.946163e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 136765 members 
Entering Unmasked Estep 
Score: -19462200.000000 Penalty: 5876.596191
	Iteration 15Q: 3 clusters Score -1.94622e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 137432 members 
Entering Unmasked Estep 
Score: -19462562.000000 Penalty: 5876.596191
	Iteration 16Q: 3 clusters Score -1.946256e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 137904 members 
Entering Unmasked Estep 
Score: -19462804.000000 Penalty: 5876.596191
	Iteration 17Q: 3 clusters Score -1.94628e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 138208 members 
Entering Unmasked Estep 
Score: -19462966.000000 Penalty: 5876.596191
	Iteration 18Q: 3 clusters Score -1.946297e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 138395 members 
Entering Unmasked Estep 
Score: -19463066.000000 Penalty: 5876.596191
	Iteration 19Q: 3 clusters Score -1.946307e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 138527 members 
Entering Unmasked Estep 
Score: -19463076.000000 Penalty: 5876.596191
	Iteration 20F: 3 clusters Score -1.946308e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 138627 members 
Entering Unmasked Estep 
Score: -19463128.000000 Penalty: 5876.596191
	Iteration 21Q: 3 clusters Score -1.946313e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 138712 members 
Entering Unmasked Estep 
Score: -19463186.000000 Penalty: 5876.596191
	Iteration 22Q: 3 clusters Score -1.946319e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 138781 members 
Entering Unmasked Estep 
Score: -19463228.000000 Penalty: 5876.596191
	Iteration 23Q: 3 clusters Score -1.946323e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 138823 members 
Entering Unmasked Estep 
Score: -19463276.000000 Penalty: 5876.596191
	Iteration 24Q: 3 clusters Score -1.946328e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 138859 members 
Entering Unmasked Estep 
Score: -19463278.000000 Penalty: 5876.596191
	Iteration 25Q: 3 clusters Score -1.946328e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 138891 members 
Entering Unmasked Estep 
Score: -19463294.000000 Penalty: 5876.596191
	Iteration 26Q: 3 clusters Score -1.946329e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 138911 members 
Entering Unmasked Estep 
Score: -19463302.000000 Penalty: 5876.596191
	Iteration 27Q: 3 clusters Score -1.94633e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 138926 members 
Entering Unmasked Estep 
Score: -19463304.000000 Penalty: 5876.596191
	Iteration 28Q: 3 clusters Score -1.94633e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 138944 members 
Entering Unmasked Estep 
Score: -19463300.000000 Penalty: 5876.596191
	Iteration 29Q: 3 clusters Score -1.94633e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 138953 members 
Entering Unmasked Estep 
Score: -19463312.000000 Penalty: 5876.596191
	Iteration 30Q: 3 clusters Score -1.946331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 138966 members 
Entering Unmasked Estep 
Score: -19463320.000000 Penalty: 5876.596191
	Iteration 31Q: 3 clusters Score -1.946332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 138982 members 
Entering Unmasked Estep 
Score: -19463318.000000 Penalty: 5876.596191
	Iteration 32Q: 3 clusters Score -1.946332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 138996 members 
Entering Unmasked Estep 
Score: -19463340.000000 Penalty: 5876.596191
	Iteration 33Q: 3 clusters Score -1.946334e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 139014 members 
Entering Unmasked Estep 
Score: -19463354.000000 Penalty: 5876.596191
	Iteration 34Q: 3 clusters Score -1.946335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 139026 members 
Entering Unmasked Estep 
Score: -19463358.000000 Penalty: 5876.596191
	Iteration 35Q: 3 clusters Score -1.946336e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 139031 members 
Entering Unmasked Estep 
Score: -19463360.000000 Penalty: 5876.596191
	Iteration 36Q: 3 clusters Score -1.946336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 139035 members 
Entering Unmasked Estep 
Score: -19463370.000000 Penalty: 5876.596191
	Iteration 37Q: 3 clusters Score -1.946337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 139037 members 
Entering Unmasked Estep 
Score: -19463370.000000 Penalty: 5876.596191
	Iteration 38Q: 3 clusters Score -1.946337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 139041 members 
Entering Unmasked Estep 
Score: -19463362.000000 Penalty: 5876.596191
	Iteration 39Q: 3 clusters Score -1.946336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 139045 members 
Entering Unmasked Estep 
Score: -19463364.000000 Penalty: 5876.596191
	Iteration 40F: 3 clusters Score -1.946336e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 139048 members 
Entering Unmasked Estep 
Score: -19463356.000000 Penalty: 5876.596191
	Iteration 41Q: 3 clusters Score -1.946336e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 139048 members 
Entering Unmasked Estep 
Score: -19463366.000000 Penalty: 5876.596191
	Iteration 42Q: 3 clusters Score -1.946337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 139048 members 
Entering Unmasked Estep 
Score: -19463366.000000 Penalty: 5876.596191
	Iteration 43F: 3 clusters Score -1.946337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -77966.648438 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -77966.65 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 299 members 
Entering Unmasked Estep 
Score: -76401.843750 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -76401.84 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -76660.601562 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -76660.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -76732.781250 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -76732.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -76799.000000 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -76799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76974.937500 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -76974.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -77207.828125 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -77207.83 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -77294.929688 Penalty: 3163.699219
	Iteration 6F: 3 clusters Score -77294.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -77474.953125 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -77474.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -77565.265625 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -77565.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -77608.882812 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -77608.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -77633.726562 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -77633.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -77656.062500 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -77656.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -77662.507812 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -77662.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -77665.179688 Penalty: 3163.699219
	Iteration 13Q: 3 clusters Score -77665.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -77665.179688 Penalty: 3163.699219
	Iteration 14F: 3 clusters Score -77665.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (9678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Entering Unmasked Estep 
Score: -1313930.125000 Penalty: 2276.047363
	Iteration 0F: 2 clusters Score -1313930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1306489.250000 Penalty: 4552.094727
	Iteration 0F: 3 clusters Score -1306489 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1308516.375000 Penalty: 4552.094727
	Iteration 1F: 3 clusters Score -1308516 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1308818.125000 Penalty: 4552.094727
	Iteration 2F: 3 clusters Score -1308818 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1309046.750000 Penalty: 4552.094727
	Iteration 3F: 3 clusters Score -1309047 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1309225.875000 Penalty: 4552.094727
	Iteration 4Q: 3 clusters Score -1309226 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1309390.875000 Penalty: 4552.094727
	Iteration 5Q: 3 clusters Score -1309391 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1309543.500000 Penalty: 4552.094727
	Iteration 6Q: 3 clusters Score -1309544 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1309667.875000 Penalty: 4552.094727
	Iteration 7Q: 3 clusters Score -1309668 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1309788.625000 Penalty: 4552.094727
	Iteration 8Q: 3 clusters Score -1309789 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1309900.125000 Penalty: 4552.094727
	Iteration 9Q: 3 clusters Score -1309900 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1310024.000000 Penalty: 4552.094727
	Iteration 10Q: 3 clusters Score -1310024 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1310168.500000 Penalty: 4552.094727
	Iteration 11Q: 3 clusters Score -1310168 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1310336.000000 Penalty: 4552.094727
	Iteration 12Q: 3 clusters Score -1310336 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1310487.375000 Penalty: 4552.094727
	Iteration 13Q: 3 clusters Score -1310487 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1310629.125000 Penalty: 4552.094727
	Iteration 14Q: 3 clusters Score -1310629 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1310750.000000 Penalty: 4552.094727
	Iteration 15Q: 3 clusters Score -1310750 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1310870.250000 Penalty: 4552.094727
	Iteration 16Q: 3 clusters Score -1310870 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1310967.250000 Penalty: 4552.094727
	Iteration 17Q: 3 clusters Score -1310967 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1311038.500000 Penalty: 4552.094727
	Iteration 18Q: 3 clusters Score -1311038 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1311103.375000 Penalty: 4552.094727
	Iteration 19Q: 3 clusters Score -1311103 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1311154.000000 Penalty: 4552.094727
	Iteration 20F: 3 clusters Score -1311154 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1311205.500000 Penalty: 4552.094727
	Iteration 21Q: 3 clusters Score -1311206 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1311248.875000 Penalty: 4552.094727
	Iteration 22Q: 3 clusters Score -1311249 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1311292.500000 Penalty: 4552.094727
	Iteration 23Q: 3 clusters Score -1311292 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1311330.500000 Penalty: 4552.094727
	Iteration 24Q: 3 clusters Score -1311330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1311368.000000 Penalty: 4552.094727
	Iteration 25Q: 3 clusters Score -1311368 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1311407.875000 Penalty: 4552.094727
	Iteration 26Q: 3 clusters Score -1311408 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1311451.000000 Penalty: 4552.094727
	Iteration 27Q: 3 clusters Score -1311451 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1311492.000000 Penalty: 4552.094727
	Iteration 28Q: 3 clusters Score -1311492 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1311522.625000 Penalty: 4552.094727
	Iteration 29Q: 3 clusters Score -1311523 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1311545.500000 Penalty: 4552.094727
	Iteration 30Q: 3 clusters Score -1311546 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1311571.500000 Penalty: 4552.094727
	Iteration 31Q: 3 clusters Score -1311572 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1311596.875000 Penalty: 4552.094727
	Iteration 32Q: 3 clusters Score -1311597 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1311627.500000 Penalty: 4552.094727
	Iteration 33Q: 3 clusters Score -1311628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1311649.000000 Penalty: 4552.094727
	Iteration 34Q: 3 clusters Score -1311649 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1311671.000000 Penalty: 4552.094727
	Iteration 35Q: 3 clusters Score -1311671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1311687.125000 Penalty: 4552.094727
	Iteration 36Q: 3 clusters Score -1311687 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1311705.125000 Penalty: 4552.094727
	Iteration 37Q: 3 clusters Score -1311705 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1311722.875000 Penalty: 4552.094727
	Iteration 38Q: 3 clusters Score -1311723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1311736.625000 Penalty: 4552.094727
	Iteration 39Q: 3 clusters Score -1311737 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1311750.125000 Penalty: 4552.094727
	Iteration 40F: 3 clusters Score -1311750 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1311764.875000 Penalty: 4552.094727
	Iteration 41Q: 3 clusters Score -1311765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1311781.500000 Penalty: 4552.094727
	Iteration 42Q: 3 clusters Score -1311782 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1311790.125000 Penalty: 4552.094727
	Iteration 43Q: 3 clusters Score -1311790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1311812.125000 Penalty: 4552.094727
	Iteration 44Q: 3 clusters Score -1311812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1311814.250000 Penalty: 4552.094727
	Iteration 45Q: 3 clusters Score -1311814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1311824.625000 Penalty: 4552.094727
	Iteration 46Q: 3 clusters Score -1311825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1311829.875000 Penalty: 4552.094727
	Iteration 47Q: 3 clusters Score -1311830 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1311839.875000 Penalty: 4552.094727
	Iteration 48Q: 3 clusters Score -1311840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1311846.250000 Penalty: 4552.094727
	Iteration 49Q: 3 clusters Score -1311846 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1311853.500000 Penalty: 4552.094727
	Iteration 50Q: 3 clusters Score -1311854 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1311868.625000 Penalty: 4552.094727
	Iteration 51Q: 3 clusters Score -1311869 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1311883.250000 Penalty: 4552.094727
	Iteration 52Q: 3 clusters Score -1311883 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1311890.875000 Penalty: 4552.094727
	Iteration 53Q: 3 clusters Score -1311891 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1311903.750000 Penalty: 4552.094727
	Iteration 54Q: 3 clusters Score -1311904 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1311916.375000 Penalty: 4552.094727
	Iteration 55Q: 3 clusters Score -1311916 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1311924.250000 Penalty: 4552.094727
	Iteration 56Q: 3 clusters Score -1311924 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1311936.875000 Penalty: 4552.094727
	Iteration 57Q: 3 clusters Score -1311937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1311940.875000 Penalty: 4552.094727
	Iteration 58Q: 3 clusters Score -1311941 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1311952.375000 Penalty: 4552.094727
	Iteration 59Q: 3 clusters Score -1311952 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1311965.250000 Penalty: 4552.094727
	Iteration 60F: 3 clusters Score -1311965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1311976.625000 Penalty: 4552.094727
	Iteration 61Q: 3 clusters Score -1311977 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1311991.000000 Penalty: 4552.094727
	Iteration 62Q: 3 clusters Score -1311991 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1312008.375000 Penalty: 4552.094727
	Iteration 63Q: 3 clusters Score -1312008 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1312032.125000 Penalty: 4552.094727
	Iteration 64Q: 3 clusters Score -1312032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1312047.250000 Penalty: 4552.094727
	Iteration 65Q: 3 clusters Score -1312047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1312057.625000 Penalty: 4552.094727
	Iteration 66Q: 3 clusters Score -1312058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1312068.000000 Penalty: 4552.094727
	Iteration 67Q: 3 clusters Score -1312068 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1312076.250000 Penalty: 4552.094727
	Iteration 68Q: 3 clusters Score -1312076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1312081.875000 Penalty: 4552.094727
	Iteration 69Q: 3 clusters Score -1312082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1312088.875000 Penalty: 4552.094727
	Iteration 70Q: 3 clusters Score -1312089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1312090.500000 Penalty: 4552.094727
	Iteration 71Q: 3 clusters Score -1312090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1312092.750000 Penalty: 4552.094727
	Iteration 72Q: 3 clusters Score -1312093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1312093.125000 Penalty: 4552.094727
	Iteration 73Q: 3 clusters Score -1312093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1312093.500000 Penalty: 4552.094727
	Iteration 74Q: 3 clusters Score -1312094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1312094.750000 Penalty: 4552.094727
	Iteration 75Q: 3 clusters Score -1312095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1312096.125000 Penalty: 4552.094727
	Iteration 76Q: 3 clusters Score -1312096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1312097.625000 Penalty: 4552.094727
	Iteration 77Q: 3 clusters Score -1312098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1312099.250000 Penalty: 4552.094727
	Iteration 78Q: 3 clusters Score -1312099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1312098.375000 Penalty: 4552.094727
	Iteration 79Q: 3 clusters Score -1312098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1312099.125000 Penalty: 4552.094727
	Iteration 80F: 3 clusters Score -1312099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1312101.500000 Penalty: 4552.094727
	Iteration 81Q: 3 clusters Score -1312102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1312103.125000 Penalty: 4552.094727
	Iteration 82Q: 3 clusters Score -1312103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1312105.000000 Penalty: 4552.094727
	Iteration 83Q: 3 clusters Score -1312105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1312103.875000 Penalty: 4552.094727
	Iteration 84Q: 3 clusters Score -1312104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1312107.750000 Penalty: 4552.094727
	Iteration 85Q: 3 clusters Score -1312108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1312110.125000 Penalty: 4552.094727
	Iteration 86Q: 3 clusters Score -1312110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1312117.500000 Penalty: 4552.094727
	Iteration 87Q: 3 clusters Score -1312118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1312117.750000 Penalty: 4552.094727
	Iteration 88Q: 3 clusters Score -1312118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1312121.625000 Penalty: 4552.094727
	Iteration 89Q: 3 clusters Score -1312122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1312125.625000 Penalty: 4552.094727
	Iteration 90Q: 3 clusters Score -1312126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1312130.875000 Penalty: 4552.094727
	Iteration 91Q: 3 clusters Score -1312131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1312131.875000 Penalty: 4552.094727
	Iteration 92Q: 3 clusters Score -1312132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1312134.250000 Penalty: 4552.094727
	Iteration 93Q: 3 clusters Score -1312134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1312136.000000 Penalty: 4552.094727
	Iteration 94Q: 3 clusters Score -1312136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1312136.125000 Penalty: 4552.094727
	Iteration 95Q: 3 clusters Score -1312136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1312139.625000 Penalty: 4552.094727
	Iteration 96Q: 3 clusters Score -1312140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1312139.875000 Penalty: 4552.094727
	Iteration 97Q: 3 clusters Score -1312140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1312142.625000 Penalty: 4552.094727
	Iteration 98Q: 3 clusters Score -1312143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1312143.875000 Penalty: 4552.094727
	Iteration 99Q: 3 clusters Score -1312144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1312146.000000 Penalty: 4552.094727
	Iteration 100F: 3 clusters Score -1312146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1312145.375000 Penalty: 4552.094727
	Iteration 101Q: 3 clusters Score -1312145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1312146.625000 Penalty: 4552.094727
	Iteration 102Q: 3 clusters Score -1312147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1312145.125000 Penalty: 4552.094727
	Iteration 103Q: 3 clusters Score -1312145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1312152.000000 Penalty: 4552.094727
	Iteration 104Q: 3 clusters Score -1312152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1312151.625000 Penalty: 4552.094727
	Iteration 105Q: 3 clusters Score -1312152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1312155.750000 Penalty: 4552.094727
	Iteration 106Q: 3 clusters Score -1312156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1312155.375000 Penalty: 4552.094727
	Iteration 107Q: 3 clusters Score -1312155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1312155.250000 Penalty: 4552.094727
	Iteration 108Q: 3 clusters Score -1312155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1312157.375000 Penalty: 4552.094727
	Iteration 109Q: 3 clusters Score -1312157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1312156.500000 Penalty: 4552.094727
	Iteration 110Q: 3 clusters Score -1312156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1312157.500000 Penalty: 4552.094727
	Iteration 111Q: 3 clusters Score -1312158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1312159.375000 Penalty: 4552.094727
	Iteration 112Q: 3 clusters Score -1312159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1312160.125000 Penalty: 4552.094727
	Iteration 113Q: 3 clusters Score -1312160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1312167.000000 Penalty: 4552.094727
	Iteration 114Q: 3 clusters Score -1312167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1312167.750000 Penalty: 4552.094727
	Iteration 115Q: 3 clusters Score -1312168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1312170.625000 Penalty: 4552.094727
	Iteration 116Q: 3 clusters Score -1312171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1312167.750000 Penalty: 4552.094727
	Iteration 117Q: 3 clusters Score -1312168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1312167.750000 Penalty: 4552.094727
	Iteration 118Q: 3 clusters Score -1312168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1312168.500000 Penalty: 4552.094727
	Iteration 119Q: 3 clusters Score -1312168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1312168.500000 Penalty: 4552.094727
	Iteration 120F: 3 clusters Score -1312168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1312170.375000 Penalty: 4552.094727
	Iteration 121Q: 3 clusters Score -1312170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1312171.750000 Penalty: 4552.094727
	Iteration 122Q: 3 clusters Score -1312172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1312170.750000 Penalty: 4552.094727
	Iteration 123Q: 3 clusters Score -1312171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1312170.875000 Penalty: 4552.094727
	Iteration 124Q: 3 clusters Score -1312171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1312171.875000 Penalty: 4552.094727
	Iteration 125Q: 3 clusters Score -1312172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1312172.750000 Penalty: 4552.094727
	Iteration 126Q: 3 clusters Score -1312173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1312171.250000 Penalty: 4552.094727
	Iteration 127Q: 3 clusters Score -1312171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1312171.125000 Penalty: 4552.094727
	Iteration 128Q: 3 clusters Score -1312171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1312175.875000 Penalty: 4552.094727
	Iteration 129Q: 3 clusters Score -1312176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1312175.000000 Penalty: 4552.094727
	Iteration 130Q: 3 clusters Score -1312175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1312173.500000 Penalty: 4552.094727
	Iteration 131Q: 3 clusters Score -1312174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1312173.500000 Penalty: 4552.094727
	Iteration 132F: 3 clusters Score -1312174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Entering Unmasked Estep 
Score: -3814648.500000 Penalty: 2541.530029
	Iteration 0F: 2 clusters Score -3814648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -3795236.250000 Penalty: 5083.060059
	Iteration 0F: 3 clusters Score -3795236 nChanged 12643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -3801946.250000 Penalty: 5083.060059
	Iteration 1F: 3 clusters Score -3801946 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -3802336.000000 Penalty: 5083.060059
	Iteration 2Q: 3 clusters Score -3802336 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3802720.250000 Penalty: 5083.060059
	Iteration 3Q: 3 clusters Score -3802720 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3803114.000000 Penalty: 5083.060059
	Iteration 4Q: 3 clusters Score -3803114 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -3803594.250000 Penalty: 5083.060059
	Iteration 5Q: 3 clusters Score -3803594 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3804281.750000 Penalty: 5083.060059
	Iteration 6Q: 3 clusters Score -3804282 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3805304.500000 Penalty: 5083.060059
	Iteration 7F: 3 clusters Score -3805304 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -3806728.250000 Penalty: 5083.060059
	Iteration 8F: 3 clusters Score -3806728 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -3808297.750000 Penalty: 5083.060059
	Iteration 9F: 3 clusters Score -3808298 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3809821.500000 Penalty: 5083.060059
	Iteration 10F: 3 clusters Score -3809822 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3810952.500000 Penalty: 5083.060059
	Iteration 11Q: 3 clusters Score -3810952 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3811653.000000 Penalty: 5083.060059
	Iteration 12Q: 3 clusters Score -3811653 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3811974.500000 Penalty: 5083.060059
	Iteration 13Q: 3 clusters Score -3811974 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3812149.750000 Penalty: 5083.060059
	Iteration 14Q: 3 clusters Score -3812150 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3812214.250000 Penalty: 5083.060059
	Iteration 15Q: 3 clusters Score -3812214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3812259.750000 Penalty: 5083.060059
	Iteration 16Q: 3 clusters Score -3812260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3812300.000000 Penalty: 5083.060059
	Iteration 17Q: 3 clusters Score -3812300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3812315.000000 Penalty: 5083.060059
	Iteration 18Q: 3 clusters Score -3812315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3812345.000000 Penalty: 5083.060059
	Iteration 19Q: 3 clusters Score -3812345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3812368.250000 Penalty: 5083.060059
	Iteration 20F: 3 clusters Score -3812368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3812379.000000 Penalty: 5083.060059
	Iteration 21Q: 3 clusters Score -3812379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3812386.000000 Penalty: 5083.060059
	Iteration 22Q: 3 clusters Score -3812386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3812397.000000 Penalty: 5083.060059
	Iteration 23Q: 3 clusters Score -3812397 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3812407.250000 Penalty: 5083.060059
	Iteration 24Q: 3 clusters Score -3812407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3812417.500000 Penalty: 5083.060059
	Iteration 25Q: 3 clusters Score -3812418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3812423.750000 Penalty: 5083.060059
	Iteration 26Q: 3 clusters Score -3812424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3812424.500000 Penalty: 5083.060059
	Iteration 27Q: 3 clusters Score -3812424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3812428.500000 Penalty: 5083.060059
	Iteration 28Q: 3 clusters Score -3812428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3812425.000000 Penalty: 5083.060059
	Iteration 29Q: 3 clusters Score -3812425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3812424.750000 Penalty: 5083.060059
	Iteration 30Q: 3 clusters Score -3812425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3812428.500000 Penalty: 5083.060059
	Iteration 31Q: 3 clusters Score -3812428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3812427.500000 Penalty: 5083.060059
	Iteration 32Q: 3 clusters Score -3812428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3812428.500000 Penalty: 5083.060059
	Iteration 33Q: 3 clusters Score -3812428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3812434.000000 Penalty: 5083.060059
	Iteration 34Q: 3 clusters Score -3812434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3812437.500000 Penalty: 5083.060059
	Iteration 35Q: 3 clusters Score -3812438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3812437.250000 Penalty: 5083.060059
	Iteration 36Q: 3 clusters Score -3812437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3812437.250000 Penalty: 5083.060059
	Iteration 37F: 3 clusters Score -3812437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -67943.710938 Penalty: 1545.159424
	Iteration 0F: 2 clusters Score -67943.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66378.062500 Penalty: 3090.318848
	Iteration 0F: 3 clusters Score -66378.06 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66566.187500 Penalty: 3090.318848
	Iteration 1F: 3 clusters Score -66566.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66631.140625 Penalty: 3090.318848
	Iteration 2Q: 3 clusters Score -66631.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66668.210938 Penalty: 3090.318848
	Iteration 3Q: 3 clusters Score -66668.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66684.718750 Penalty: 3090.318848
	Iteration 4Q: 3 clusters Score -66684.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66688.718750 Penalty: 3090.318848
	Iteration 5Q: 3 clusters Score -66688.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -66688.718750 Penalty: 3090.318848
	Iteration 6F: 3 clusters Score -66688.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 26046 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26052 members 
Mstep: Class 7 contains 5633 members 
Mstep: Class 8 contains 7297 members 
Mstep: Class 9 contains 4765 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 14758 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4496 members 
Mstep: Class 15 contains 7339 members 
Mstep: Class 16 contains 78947 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 160780 members 
Mstep: Class 19 contains 19934 members 
Mstep: Class 20 contains 31197 members 
Mstep: Class 21 contains 230438 members 
Mstep: Class 22 contains 12629 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48712 members 
Mstep: Class 25 contains 139801 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9678 members 
Mstep: Class 28 contains 28229 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245872.000000 Penalty: 98657.695312
Iteration 119Q: 30 clusters Score -1.222459e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 26129 members 
Mstep: Class 4 contains 44880 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26113 members 
Mstep: Class 7 contains 5579 members 
Mstep: Class 8 contains 7279 members 
Mstep: Class 9 contains 4757 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 14839 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4513 members 
Mstep: Class 15 contains 7349 members 
Mstep: Class 16 contains 78630 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 161068 members 
Mstep: Class 19 contains 19846 members 
Mstep: Class 20 contains 31051 members 
Mstep: Class 21 contains 230648 members 
Mstep: Class 22 contains 12625 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48738 members 
Mstep: Class 25 contains 139731 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9729 members 
Mstep: Class 28 contains 28222 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245888.000000 Penalty: 98657.695312
Iteration 120F: 30 clusters Score -1.222459e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26195 members 
Mstep: Class 4 contains 44795 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26167 members 
Mstep: Class 7 contains 5536 members 
Mstep: Class 8 contains 7255 members 
Mstep: Class 9 contains 4747 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 14899 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4521 members 
Mstep: Class 15 contains 7364 members 
Mstep: Class 16 contains 78365 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 161307 members 
Mstep: Class 19 contains 19742 members 
Mstep: Class 20 contains 30927 members 
Mstep: Class 21 contains 230802 members 
Mstep: Class 22 contains 12621 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48765 members 
Mstep: Class 25 contains 139732 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9780 members 
Mstep: Class 28 contains 28207 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246288.000000 Penalty: 98657.695312
Iteration 121Q: 30 clusters Score -1.222463e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26258 members 
Mstep: Class 4 contains 44704 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26227 members 
Mstep: Class 7 contains 5489 members 
Mstep: Class 8 contains 7249 members 
Mstep: Class 9 contains 4733 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 14965 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 4525 members 
Mstep: Class 15 contains 7372 members 
Mstep: Class 16 contains 78077 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 161506 members 
Mstep: Class 19 contains 19649 members 
Mstep: Class 20 contains 30794 members 
Mstep: Class 21 contains 231015 members 
Mstep: Class 22 contains 12636 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48788 members 
Mstep: Class 25 contains 139711 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9831 members 
Mstep: Class 28 contains 28199 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245880.000000 Penalty: 98657.695312
Iteration 122Q: 30 clusters Score -1.222459e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26310 members 
Mstep: Class 4 contains 44620 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26297 members 
Mstep: Class 7 contains 5429 members 
Mstep: Class 8 contains 7236 members 
Mstep: Class 9 contains 4717 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 15023 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4532 members 
Mstep: Class 15 contains 7383 members 
Mstep: Class 16 contains 77796 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 161712 members 
Mstep: Class 19 contains 19549 members 
Mstep: Class 20 contains 30691 members 
Mstep: Class 21 contains 231202 members 
Mstep: Class 22 contains 12648 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48807 members 
Mstep: Class 25 contains 139703 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9875 members 
Mstep: Class 28 contains 28199 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246088.000000 Penalty: 98657.695312
Iteration 123Q: 30 clusters Score -1.222461e+08 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26371 members 
Mstep: Class 4 contains 44540 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26353 members 
Mstep: Class 7 contains 5381 members 
Mstep: Class 8 contains 7211 members 
Mstep: Class 9 contains 4699 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 15081 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4531 members 
Mstep: Class 15 contains 7392 members 
Mstep: Class 16 contains 77511 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 161916 members 
Mstep: Class 19 contains 19420 members 
Mstep: Class 20 contains 30603 members 
Mstep: Class 21 contains 231424 members 
Mstep: Class 22 contains 12656 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48823 members 
Mstep: Class 25 contains 139722 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9905 members 
Mstep: Class 28 contains 28191 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245968.000000 Penalty: 98657.695312
Iteration 124Q: 30 clusters Score -1.22246e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26407 members 
Mstep: Class 4 contains 44462 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26412 members 
Mstep: Class 7 contains 5317 members 
Mstep: Class 8 contains 7200 members 
Mstep: Class 9 contains 4684 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 15129 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4535 members 
Mstep: Class 15 contains 7399 members 
Mstep: Class 16 contains 77241 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 162119 members 
Mstep: Class 19 contains 19293 members 
Mstep: Class 20 contains 30520 members 
Mstep: Class 21 contains 231704 members 
Mstep: Class 22 contains 12665 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48839 members 
Mstep: Class 25 contains 139666 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9948 members 
Mstep: Class 28 contains 28189 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245680.000000 Penalty: 98657.695312
Iteration 125Q: 30 clusters Score -1.222457e+08 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26427 members 
Mstep: Class 4 contains 44379 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26455 members 
Mstep: Class 7 contains 5267 members 
Mstep: Class 8 contains 7195 members 
Mstep: Class 9 contains 4672 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 15180 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4543 members 
Mstep: Class 15 contains 7401 members 
Mstep: Class 16 contains 77004 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 162285 members 
Mstep: Class 19 contains 19139 members 
Mstep: Class 20 contains 30445 members 
Mstep: Class 21 contains 231934 members 
Mstep: Class 22 contains 12666 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48846 members 
Mstep: Class 25 contains 139704 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9998 members 
Mstep: Class 28 contains 28189 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245856.000000 Penalty: 98657.695312
Iteration 126Q: 30 clusters Score -1.222459e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26458 members 
Mstep: Class 4 contains 44316 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26504 members 
Mstep: Class 7 contains 5214 members 
Mstep: Class 8 contains 7180 members 
Mstep: Class 9 contains 4658 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 15233 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4548 members 
Mstep: Class 15 contains 7406 members 
Mstep: Class 16 contains 76789 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 162420 members 
Mstep: Class 19 contains 18988 members 
Mstep: Class 20 contains 30362 members 
Mstep: Class 21 contains 232109 members 
Mstep: Class 22 contains 12653 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48867 members 
Mstep: Class 25 contains 139794 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10039 members 
Mstep: Class 28 contains 28190 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245992.000000 Penalty: 98657.695312
Iteration 127Q: 30 clusters Score -1.22246e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26492 members 
Mstep: Class 4 contains 44246 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26540 members 
Mstep: Class 7 contains 5151 members 
Mstep: Class 8 contains 7157 members 
Mstep: Class 9 contains 4643 members 
Mstep: Class 10 contains 1205 members 
Mstep: Class 11 contains 15284 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 7417 members 
Mstep: Class 16 contains 76597 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 162520 members 
Mstep: Class 19 contains 18845 members 
Mstep: Class 20 contains 30293 members 
Mstep: Class 21 contains 232260 members 
Mstep: Class 22 contains 12653 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48893 members 
Mstep: Class 25 contains 139936 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10062 members 
Mstep: Class 28 contains 28186 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245624.000000 Penalty: 98657.695312
Iteration 128Q: 30 clusters Score -1.222456e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26522 members 
Mstep: Class 4 contains 44173 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26597 members 
Mstep: Class 7 contains 5093 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 4627 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 15337 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4558 members 
Mstep: Class 15 contains 7425 members 
Mstep: Class 16 contains 76441 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 162605 members 
Mstep: Class 19 contains 18695 members 
Mstep: Class 20 contains 30223 members 
Mstep: Class 21 contains 232420 members 
Mstep: Class 22 contains 12662 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48912 members 
Mstep: Class 25 contains 140042 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10083 members 
Mstep: Class 28 contains 28184 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245592.000000 Penalty: 98657.695312
Iteration 129Q: 30 clusters Score -1.222456e+08 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26541 members 
Mstep: Class 4 contains 44107 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26647 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 7095 members 
Mstep: Class 9 contains 4611 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 15379 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4563 members 
Mstep: Class 15 contains 7433 members 
Mstep: Class 16 contains 76278 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 162715 members 
Mstep: Class 19 contains 18556 members 
Mstep: Class 20 contains 30169 members 
Mstep: Class 21 contains 232578 members 
Mstep: Class 22 contains 12660 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48924 members 
Mstep: Class 25 contains 140148 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10099 members 
Mstep: Class 28 contains 28186 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245536.000000 Penalty: 98657.695312
Iteration 130Q: 30 clusters Score -1.222455e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26587 members 
Mstep: Class 4 contains 44022 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26686 members 
Mstep: Class 7 contains 4985 members 
Mstep: Class 8 contains 7065 members 
Mstep: Class 9 contains 4609 members 
Mstep: Class 10 contains 1204 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4571 members 
Mstep: Class 15 contains 7442 members 
Mstep: Class 16 contains 76121 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 162805 members 
Mstep: Class 19 contains 18411 members 
Mstep: Class 20 contains 30118 members 
Mstep: Class 21 contains 232721 members 
Mstep: Class 22 contains 12660 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48934 members 
Mstep: Class 25 contains 140262 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10114 members 
Mstep: Class 28 contains 28187 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245736.000000 Penalty: 98657.695312
Iteration 131Q: 30 clusters Score -1.222457e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26629 members 
Mstep: Class 4 contains 43945 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26730 members 
Mstep: Class 7 contains 4939 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 4603 members 
Mstep: Class 10 contains 1204 members 
Mstep: Class 11 contains 15475 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4576 members 
Mstep: Class 15 contains 7447 members 
Mstep: Class 16 contains 75963 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 162879 members 
Mstep: Class 19 contains 18277 members 
Mstep: Class 20 contains 30054 members 
Mstep: Class 21 contains 232857 members 
Mstep: Class 22 contains 12666 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48945 members 
Mstep: Class 25 contains 140390 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10132 members 
Mstep: Class 28 contains 28192 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245616.000000 Penalty: 98657.695312
Iteration 132Q: 30 clusters Score -1.222456e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26660 members 
Mstep: Class 4 contains 43886 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26764 members 
Mstep: Class 7 contains 4899 members 
Mstep: Class 8 contains 6999 members 
Mstep: Class 9 contains 4589 members 
Mstep: Class 10 contains 1204 members 
Mstep: Class 11 contains 15506 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 7451 members 
Mstep: Class 16 contains 75794 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 162969 members 
Mstep: Class 19 contains 18147 members 
Mstep: Class 20 contains 30013 members 
Mstep: Class 21 contains 232950 members 
Mstep: Class 22 contains 12674 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48960 members 
Mstep: Class 25 contains 140538 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10156 members 
Mstep: Class 28 contains 28194 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245984.000000 Penalty: 98657.695312
Iteration 133Q: 30 clusters Score -1.22246e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26695 members 
Mstep: Class 4 contains 43818 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26794 members 
Mstep: Class 7 contains 4859 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 4576 members 
Mstep: Class 10 contains 1204 members 
Mstep: Class 11 contains 15541 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 7457 members 
Mstep: Class 16 contains 75621 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163051 members 
Mstep: Class 19 contains 18002 members 
Mstep: Class 20 contains 29970 members 
Mstep: Class 21 contains 233025 members 
Mstep: Class 22 contains 12683 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48975 members 
Mstep: Class 25 contains 140724 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10182 members 
Mstep: Class 28 contains 28196 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246104.000000 Penalty: 98657.695312
Iteration 134Q: 30 clusters Score -1.222461e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26728 members 
Mstep: Class 4 contains 43770 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26833 members 
Mstep: Class 7 contains 4819 members 
Mstep: Class 8 contains 6944 members 
Mstep: Class 9 contains 4560 members 
Mstep: Class 10 contains 1204 members 
Mstep: Class 11 contains 15568 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 7460 members 
Mstep: Class 16 contains 75442 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163143 members 
Mstep: Class 19 contains 17858 members 
Mstep: Class 20 contains 29928 members 
Mstep: Class 21 contains 233093 members 
Mstep: Class 22 contains 12689 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48986 members 
Mstep: Class 25 contains 140904 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10210 members 
Mstep: Class 28 contains 28198 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246144.000000 Penalty: 98657.695312
Iteration 135Q: 30 clusters Score -1.222461e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26761 members 
Mstep: Class 4 contains 43734 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26863 members 
Mstep: Class 7 contains 4773 members 
Mstep: Class 8 contains 6907 members 
Mstep: Class 9 contains 4542 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 15589 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 7465 members 
Mstep: Class 16 contains 75289 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163246 members 
Mstep: Class 19 contains 17707 members 
Mstep: Class 20 contains 29895 members 
Mstep: Class 21 contains 233063 members 
Mstep: Class 22 contains 12690 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49004 members 
Mstep: Class 25 contains 141159 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10239 members 
Mstep: Class 28 contains 28196 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245896.000000 Penalty: 98657.695312
Iteration 136Q: 30 clusters Score -1.222459e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26800 members 
Mstep: Class 4 contains 43697 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26904 members 
Mstep: Class 7 contains 4724 members 
Mstep: Class 8 contains 6862 members 
Mstep: Class 9 contains 4530 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 15612 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 7468 members 
Mstep: Class 16 contains 75095 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 163351 members 
Mstep: Class 19 contains 17542 members 
Mstep: Class 20 contains 29866 members 
Mstep: Class 21 contains 233079 members 
Mstep: Class 22 contains 12692 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49018 members 
Mstep: Class 25 contains 141407 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10267 members 
Mstep: Class 28 contains 28195 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246216.000000 Penalty: 98657.695312
Iteration 137Q: 30 clusters Score -1.222462e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26823 members 
Mstep: Class 4 contains 43673 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26952 members 
Mstep: Class 7 contains 4680 members 
Mstep: Class 8 contains 6815 members 
Mstep: Class 9 contains 4510 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 15642 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4630 members 
Mstep: Class 15 contains 7472 members 
Mstep: Class 16 contains 74918 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 163441 members 
Mstep: Class 19 contains 17391 members 
Mstep: Class 20 contains 29834 members 
Mstep: Class 21 contains 233127 members 
Mstep: Class 22 contains 12693 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49027 members 
Mstep: Class 25 contains 141627 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10281 members 
Mstep: Class 28 contains 28194 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246424.000000 Penalty: 98657.695312
Iteration 138Q: 30 clusters Score -1.222464e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26873 members 
Mstep: Class 4 contains 43631 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 26993 members 
Mstep: Class 7 contains 4634 members 
Mstep: Class 8 contains 6769 members 
Mstep: Class 9 contains 4500 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15664 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 7475 members 
Mstep: Class 16 contains 74734 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 163528 members 
Mstep: Class 19 contains 17257 members 
Mstep: Class 20 contains 29796 members 
Mstep: Class 21 contains 233193 members 
Mstep: Class 22 contains 12704 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49037 members 
Mstep: Class 25 contains 141812 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10297 members 
Mstep: Class 28 contains 28194 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
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Score: -122246632.000000 Penalty: 98657.695312
Iteration 139Q: 30 clusters Score -1.222466e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26929 members 
Mstep: Class 4 contains 43589 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27025 members 
Mstep: Class 7 contains 4599 members 
Mstep: Class 8 contains 6717 members 
Mstep: Class 9 contains 4491 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 15678 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 7479 members 
Mstep: Class 16 contains 74561 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163592 members 
Mstep: Class 19 contains 17139 members 
Mstep: Class 20 contains 29774 members 
Mstep: Class 21 contains 233272 members 
Mstep: Class 22 contains 12715 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49041 members 
Mstep: Class 25 contains 141979 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10318 members 
Mstep: Class 28 contains 28190 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246568.000000 Penalty: 98657.695312
Iteration 140F: 30 clusters Score -1.222466e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 26986 members 
Mstep: Class 4 contains 43561 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27049 members 
Mstep: Class 7 contains 4581 members 
Mstep: Class 8 contains 6639 members 
Mstep: Class 9 contains 4482 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 15686 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 7489 members 
Mstep: Class 16 contains 74401 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163661 members 
Mstep: Class 19 contains 17026 members 
Mstep: Class 20 contains 29756 members 
Mstep: Class 21 contains 233302 members 
Mstep: Class 22 contains 12727 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49039 members 
Mstep: Class 25 contains 142174 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 28188 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246808.000000 Penalty: 98657.695312
Iteration 141Q: 30 clusters Score -1.222468e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27030 members 
Mstep: Class 4 contains 43540 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27071 members 
Mstep: Class 7 contains 4566 members 
Mstep: Class 8 contains 6568 members 
Mstep: Class 9 contains 4476 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 15698 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 7494 members 
Mstep: Class 16 contains 74260 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163719 members 
Mstep: Class 19 contains 16904 members 
Mstep: Class 20 contains 29738 members 
Mstep: Class 21 contains 233347 members 
Mstep: Class 22 contains 12727 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49036 members 
Mstep: Class 25 contains 142369 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10354 members 
Mstep: Class 28 contains 28187 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247128.000000 Penalty: 98657.695312
Iteration 142Q: 30 clusters Score -1.222471e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27068 members 
Mstep: Class 4 contains 43485 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27103 members 
Mstep: Class 7 contains 4559 members 
Mstep: Class 8 contains 6493 members 
Mstep: Class 9 contains 4468 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15716 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 7495 members 
Mstep: Class 16 contains 74111 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163764 members 
Mstep: Class 19 contains 16779 members 
Mstep: Class 20 contains 29719 members 
Mstep: Class 21 contains 233427 members 
Mstep: Class 22 contains 12728 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49026 members 
Mstep: Class 25 contains 142599 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10358 members 
Mstep: Class 28 contains 28184 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247112.000000 Penalty: 98657.695312
Iteration 143Q: 30 clusters Score -1.222471e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27105 members 
Mstep: Class 4 contains 43445 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27120 members 
Mstep: Class 7 contains 4549 members 
Mstep: Class 8 contains 6423 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 1209 members 
Mstep: Class 11 contains 15727 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4648 members 
Mstep: Class 15 contains 7500 members 
Mstep: Class 16 contains 73983 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163818 members 
Mstep: Class 19 contains 16659 members 
Mstep: Class 20 contains 29710 members 
Mstep: Class 21 contains 233444 members 
Mstep: Class 22 contains 12733 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49016 members 
Mstep: Class 25 contains 142844 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10365 members 
Mstep: Class 28 contains 28180 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247056.000000 Penalty: 98657.695312
Iteration 144Q: 30 clusters Score -1.222471e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27139 members 
Mstep: Class 4 contains 43401 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27139 members 
Mstep: Class 7 contains 4542 members 
Mstep: Class 8 contains 6351 members 
Mstep: Class 9 contains 4458 members 
Mstep: Class 10 contains 1209 members 
Mstep: Class 11 contains 15736 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4651 members 
Mstep: Class 15 contains 7501 members 
Mstep: Class 16 contains 73835 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163869 members 
Mstep: Class 19 contains 16531 members 
Mstep: Class 20 contains 29696 members 
Mstep: Class 21 contains 233494 members 
Mstep: Class 22 contains 12726 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49002 members 
Mstep: Class 25 contains 143102 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10371 members 
Mstep: Class 28 contains 28183 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247000.000000 Penalty: 98657.695312
Iteration 145Q: 30 clusters Score -1.22247e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27153 members 
Mstep: Class 4 contains 43361 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27148 members 
Mstep: Class 7 contains 4539 members 
Mstep: Class 8 contains 6274 members 
Mstep: Class 9 contains 4452 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15752 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4658 members 
Mstep: Class 15 contains 7504 members 
Mstep: Class 16 contains 73692 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163911 members 
Mstep: Class 19 contains 16393 members 
Mstep: Class 20 contains 29677 members 
Mstep: Class 21 contains 233543 members 
Mstep: Class 22 contains 12724 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48992 members 
Mstep: Class 25 contains 143394 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10378 members 
Mstep: Class 28 contains 28183 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247040.000000 Penalty: 98657.695312
Iteration 146Q: 30 clusters Score -1.22247e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27172 members 
Mstep: Class 4 contains 43312 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27156 members 
Mstep: Class 7 contains 4530 members 
Mstep: Class 8 contains 6182 members 
Mstep: Class 9 contains 4443 members 
Mstep: Class 10 contains 1206 members 
Mstep: Class 11 contains 15765 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4662 members 
Mstep: Class 15 contains 7508 members 
Mstep: Class 16 contains 73574 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163933 members 
Mstep: Class 19 contains 16233 members 
Mstep: Class 20 contains 29659 members 
Mstep: Class 21 contains 233605 members 
Mstep: Class 22 contains 12729 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48984 members 
Mstep: Class 25 contains 143705 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10389 members 
Mstep: Class 28 contains 28189 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247192.000000 Penalty: 98657.695312
Iteration 147Q: 30 clusters Score -1.222472e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27211 members 
Mstep: Class 4 contains 43256 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27167 members 
Mstep: Class 7 contains 4520 members 
Mstep: Class 8 contains 6105 members 
Mstep: Class 9 contains 4432 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 15776 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 7512 members 
Mstep: Class 16 contains 73442 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163943 members 
Mstep: Class 19 contains 16084 members 
Mstep: Class 20 contains 29645 members 
Mstep: Class 21 contains 233688 members 
Mstep: Class 22 contains 12728 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48974 members 
Mstep: Class 25 contains 143986 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10403 members 
Mstep: Class 28 contains 28193 members 
Mstep: Class 29 contains 508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247240.000000 Penalty: 98657.695312
Iteration 148Q: 30 clusters Score -1.222472e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27248 members 
Mstep: Class 4 contains 43197 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27179 members 
Mstep: Class 7 contains 4508 members 
Mstep: Class 8 contains 6021 members 
Mstep: Class 9 contains 4423 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 15788 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4667 members 
Mstep: Class 15 contains 7512 members 
Mstep: Class 16 contains 73331 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163968 members 
Mstep: Class 19 contains 15946 members 
Mstep: Class 20 contains 29634 members 
Mstep: Class 21 contains 233762 members 
Mstep: Class 22 contains 12733 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48969 members 
Mstep: Class 25 contains 144236 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10412 members 
Mstep: Class 28 contains 28196 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247336.000000 Penalty: 98657.695312
Iteration 149Q: 30 clusters Score -1.222473e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27273 members 
Mstep: Class 4 contains 43162 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27190 members 
Mstep: Class 7 contains 4501 members 
Mstep: Class 8 contains 5935 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15791 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4669 members 
Mstep: Class 15 contains 7515 members 
Mstep: Class 16 contains 73223 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 163984 members 
Mstep: Class 19 contains 15802 members 
Mstep: Class 20 contains 29622 members 
Mstep: Class 21 contains 233823 members 
Mstep: Class 22 contains 12733 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48971 members 
Mstep: Class 25 contains 144502 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10420 members 
Mstep: Class 28 contains 28196 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247664.000000 Penalty: 98657.695312
Iteration 150Q: 30 clusters Score -1.222477e+08 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27320 members 
Mstep: Class 4 contains 43115 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27196 members 
Mstep: Class 7 contains 4492 members 
Mstep: Class 8 contains 5838 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15797 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 15 contains 7515 members 
Mstep: Class 16 contains 73126 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164011 members 
Mstep: Class 19 contains 15671 members 
Mstep: Class 20 contains 29611 members 
Mstep: Class 21 contains 233897 members 
Mstep: Class 22 contains 12739 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48973 members 
Mstep: Class 25 contains 144727 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10432 members 
Mstep: Class 28 contains 28196 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
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Score: -122247880.000000 Penalty: 98657.695312
Iteration 151Q: 30 clusters Score -1.222479e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27371 members 
Mstep: Class 4 contains 43075 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27208 members 
Mstep: Class 7 contains 4486 members 
Mstep: Class 8 contains 5742 members 
Mstep: Class 9 contains 4402 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15805 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 7517 members 
Mstep: Class 16 contains 73010 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164045 members 
Mstep: Class 19 contains 15545 members 
Mstep: Class 20 contains 29600 members 
Mstep: Class 21 contains 233967 members 
Mstep: Class 22 contains 12751 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48965 members 
Mstep: Class 25 contains 144929 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10444 members 
Mstep: Class 28 contains 28196 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247912.000000 Penalty: 98657.695312
Iteration 152Q: 30 clusters Score -1.222479e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27422 members 
Mstep: Class 4 contains 43024 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27214 members 
Mstep: Class 7 contains 4485 members 
Mstep: Class 8 contains 5632 members 
Mstep: Class 9 contains 4398 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15819 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 7516 members 
Mstep: Class 16 contains 72907 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164092 members 
Mstep: Class 19 contains 15428 members 
Mstep: Class 20 contains 29583 members 
Mstep: Class 21 contains 234105 members 
Mstep: Class 22 contains 12750 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48960 members 
Mstep: Class 25 contains 145069 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10456 members 
Mstep: Class 28 contains 28195 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
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Score: -122247936.000000 Penalty: 98657.695312
Iteration 153Q: 30 clusters Score -1.222479e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27473 members 
Mstep: Class 4 contains 42970 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27224 members 
Mstep: Class 7 contains 4481 members 
Mstep: Class 8 contains 5514 members 
Mstep: Class 9 contains 4397 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15834 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 7515 members 
Mstep: Class 16 contains 72822 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164138 members 
Mstep: Class 19 contains 15301 members 
Mstep: Class 20 contains 29566 members 
Mstep: Class 21 contains 234212 members 
Mstep: Class 22 contains 12758 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48955 members 
Mstep: Class 25 contains 145230 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10469 members 
Mstep: Class 28 contains 28196 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
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Iteration 154Q: 30 clusters Score -1.222479e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27528 members 
Mstep: Class 4 contains 42914 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27234 members 
Mstep: Class 7 contains 4483 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 4393 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15850 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 7514 members 
Mstep: Class 16 contains 72737 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164177 members 
Mstep: Class 19 contains 15178 members 
Mstep: Class 20 contains 29549 members 
Mstep: Class 21 contains 234299 members 
Mstep: Class 22 contains 12770 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48946 members 
Mstep: Class 25 contains 145402 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10481 members 
Mstep: Class 28 contains 28197 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Iteration 155Q: 30 clusters Score -1.222481e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27590 members 
Mstep: Class 4 contains 42850 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27237 members 
Mstep: Class 7 contains 4477 members 
Mstep: Class 8 contains 5293 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15859 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 7517 members 
Mstep: Class 16 contains 72653 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164215 members 
Mstep: Class 19 contains 15040 members 
Mstep: Class 20 contains 29533 members 
Mstep: Class 21 contains 234379 members 
Mstep: Class 22 contains 12791 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48951 members 
Mstep: Class 25 contains 145592 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10491 members 
Mstep: Class 28 contains 28199 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Iteration 156Q: 30 clusters Score -1.22248e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27636 members 
Mstep: Class 4 contains 42803 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27243 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 5189 members 
Mstep: Class 9 contains 4378 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15868 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 7519 members 
Mstep: Class 16 contains 72591 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164248 members 
Mstep: Class 19 contains 14919 members 
Mstep: Class 20 contains 29521 members 
Mstep: Class 21 contains 234469 members 
Mstep: Class 22 contains 12805 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48950 members 
Mstep: Class 25 contains 145733 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10503 members 
Mstep: Class 28 contains 28199 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Iteration 157Q: 30 clusters Score -1.222483e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27657 members 
Mstep: Class 4 contains 42766 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27246 members 
Mstep: Class 7 contains 4463 members 
Mstep: Class 8 contains 5091 members 
Mstep: Class 9 contains 4375 members 
Mstep: Class 10 contains 1209 members 
Mstep: Class 11 contains 15882 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4697 members 
Mstep: Class 15 contains 7523 members 
Mstep: Class 16 contains 72532 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164257 members 
Mstep: Class 19 contains 14795 members 
Mstep: Class 20 contains 29502 members 
Mstep: Class 21 contains 234569 members 
Mstep: Class 22 contains 12819 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48954 members 
Mstep: Class 25 contains 145888 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10518 members 
Mstep: Class 28 contains 28198 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248240.000000 Penalty: 98657.695312
Iteration 158Q: 30 clusters Score -1.222482e+08 nChanged 1301
Entering ConstructFrom: 
Score: -122248240.000000 Penalty: 98657.695312
Entering ConstructFrom: 
Trying to split cluster 1 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -24645.960938 Penalty: 1328.433472
	Iteration 0F: 2 clusters Score -24645.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23551.945312 Penalty: 2656.866943
	Iteration 0F: 3 clusters Score -23551.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23659.841797 Penalty: 2656.866943
	Iteration 1F: 3 clusters Score -23659.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23730.183594 Penalty: 2656.866943
	Iteration 2Q: 3 clusters Score -23730.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23760.869141 Penalty: 2656.866943
	Iteration 3Q: 3 clusters Score -23760.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23774.822266 Penalty: 2656.866943
	Iteration 4Q: 3 clusters Score -23774.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23786.087891 Penalty: 2656.866943
	Iteration 5Q: 3 clusters Score -23786.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23786.087891 Penalty: 2656.866943
	Iteration 6F: 3 clusters Score -23786.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -63714.058594 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -63714.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62206.722656 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -62206.72 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -62365.777344 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -62365.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -62418.601562 Penalty: 3061.163330
	Iteration 2Q: 3 clusters Score -62418.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -62442.601562 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -62442.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62455.074219 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -62455.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62462.527344 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -62462.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62478.093750 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -62478.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62488.007812 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -62488.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62489.792969 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -62489.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62489.792969 Penalty: 3061.163330
	Iteration 9F: 3 clusters Score -62489.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Entering Unmasked Estep 
Score: -3884893.250000 Penalty: 2536.793701
	Iteration 0F: 2 clusters Score -3884893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -3865646.750000 Penalty: 5073.587402
	Iteration 0F: 3 clusters Score -3865647 nChanged 12476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3872378.000000 Penalty: 5073.587402
	Iteration 1F: 3 clusters Score -3872378 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3872769.500000 Penalty: 5073.587402
	Iteration 2Q: 3 clusters Score -3872770 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3873163.250000 Penalty: 5073.587402
	Iteration 3Q: 3 clusters Score -3873163 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3873509.750000 Penalty: 5073.587402
	Iteration 4Q: 3 clusters Score -3873510 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -3873943.500000 Penalty: 5073.587402
	Iteration 5Q: 3 clusters Score -3873944 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -3874529.750000 Penalty: 5073.587402
	Iteration 6Q: 3 clusters Score -3874530 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3875368.750000 Penalty: 5073.587402
	Iteration 7F: 3 clusters Score -3875369 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -3876635.000000 Penalty: 5073.587402
	Iteration 8F: 3 clusters Score -3876635 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -3878396.750000 Penalty: 5073.587402
	Iteration 9F: 3 clusters Score -3878397 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -3880062.250000 Penalty: 5073.587402
	Iteration 10F: 3 clusters Score -3880062 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 26059 members 
Entering Unmasked Estep 
Score: -3881275.250000 Penalty: 5073.587402
	Iteration 11Q: 3 clusters Score -3881275 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3881930.000000 Penalty: 5073.587402
	Iteration 12Q: 3 clusters Score -3881930 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -3882254.250000 Penalty: 5073.587402
	Iteration 13Q: 3 clusters Score -3882254 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3882414.000000 Penalty: 5073.587402
	Iteration 14Q: 3 clusters Score -3882414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3882513.500000 Penalty: 5073.587402
	Iteration 15Q: 3 clusters Score -3882514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3882564.750000 Penalty: 5073.587402
	Iteration 16Q: 3 clusters Score -3882565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3882604.250000 Penalty: 5073.587402
	Iteration 17Q: 3 clusters Score -3882604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3882623.000000 Penalty: 5073.587402
	Iteration 18Q: 3 clusters Score -3882623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -3882648.500000 Penalty: 5073.587402
	Iteration 19Q: 3 clusters Score -3882648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 27373 members 
Entering Unmasked Estep 
Score: -3882659.750000 Penalty: 5073.587402
	Iteration 20F: 3 clusters Score -3882660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 27379 members 
Entering Unmasked Estep 
Score: -3882668.250000 Penalty: 5073.587402
	Iteration 21Q: 3 clusters Score -3882668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3882678.500000 Penalty: 5073.587402
	Iteration 22Q: 3 clusters Score -3882678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3882683.750000 Penalty: 5073.587402
	Iteration 23Q: 3 clusters Score -3882684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -3882683.750000 Penalty: 5073.587402
	Iteration 24F: 3 clusters Score -3882684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Entering Unmasked Estep 
Score: -5947616.500000 Penalty: 2644.298096
	Iteration 0F: 2 clusters Score -5947616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -5918704.000000 Penalty: 5288.596191
	Iteration 0F: 3 clusters Score -5918704 nChanged 19532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -5929468.000000 Penalty: 5288.596191
	Iteration 1F: 3 clusters Score -5929468 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -5930149.500000 Penalty: 5288.596191
	Iteration 2Q: 3 clusters Score -5930150 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -5930989.500000 Penalty: 5288.596191
	Iteration 3Q: 3 clusters Score -5930990 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -5932328.000000 Penalty: 5288.596191
	Iteration 4F: 3 clusters Score -5932328 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -5934470.000000 Penalty: 5288.596191
	Iteration 5F: 3 clusters Score -5934470 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -5937422.000000 Penalty: 5288.596191
	Iteration 6F: 3 clusters Score -5937422 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -5940643.000000 Penalty: 5288.596191
	Iteration 7F: 3 clusters Score -5940643 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5943147.000000 Penalty: 5288.596191
	Iteration 8F: 3 clusters Score -5943147 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5944395.000000 Penalty: 5288.596191
	Iteration 9Q: 3 clusters Score -5944395 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5944871.500000 Penalty: 5288.596191
	Iteration 10Q: 3 clusters Score -5944872 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5945046.000000 Penalty: 5288.596191
	Iteration 11Q: 3 clusters Score -5945046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5945133.000000 Penalty: 5288.596191
	Iteration 12Q: 3 clusters Score -5945133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5945173.000000 Penalty: 5288.596191
	Iteration 13Q: 3 clusters Score -5945173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -5945203.000000 Penalty: 5288.596191
	Iteration 14Q: 3 clusters Score -5945203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42518 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5945210.500000 Penalty: 5288.596191
	Iteration 15Q: 3 clusters Score -5945210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -5945210.000000 Penalty: 5288.596191
	Iteration 16Q: 3 clusters Score -5945210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5945213.000000 Penalty: 5288.596191
	Iteration 17Q: 3 clusters Score -5945213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5945220.500000 Penalty: 5288.596191
	Iteration 18Q: 3 clusters Score -5945220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -5945226.000000 Penalty: 5288.596191
	Iteration 19Q: 3 clusters Score -5945226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5945225.000000 Penalty: 5288.596191
	Iteration 20F: 3 clusters Score -5945225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -98071.710938 Penalty: 1644.736450
	Iteration 0F: 2 clusters Score -98071.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -96380.273438 Penalty: 3289.472900
	Iteration 0F: 3 clusters Score -96380.27 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -96834.484375 Penalty: 3289.472900
	Iteration 1F: 3 clusters Score -96834.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -96979.343750 Penalty: 3289.472900
	Iteration 2F: 3 clusters Score -96979.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -97069.703125 Penalty: 3289.472900
	Iteration 3F: 3 clusters Score -97069.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -97135.546875 Penalty: 3289.472900
	Iteration 4Q: 3 clusters Score -97135.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -97228.140625 Penalty: 3289.472900
	Iteration 5Q: 3 clusters Score -97228.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -97481.132812 Penalty: 3289.472900
	Iteration 6Q: 3 clusters Score -97481.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -97777.437500 Penalty: 3289.472900
	Iteration 7Q: 3 clusters Score -97777.44 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -97905.835938 Penalty: 3289.472900
	Iteration 8F: 3 clusters Score -97905.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -97958.203125 Penalty: 3289.472900
	Iteration 9Q: 3 clusters Score -97958.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -98018.000000 Penalty: 3289.472900
	Iteration 10Q: 3 clusters Score -98018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -98045.476562 Penalty: 3289.472900
	Iteration 11Q: 3 clusters Score -98045.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -98062.179688 Penalty: 3289.472900
	Iteration 12Q: 3 clusters Score -98062.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -98089.914062 Penalty: 3289.472900
	Iteration 13Q: 3 clusters Score -98089.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -98125.382812 Penalty: 3289.472900
	Iteration 14Q: 3 clusters Score -98125.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -98157.476562 Penalty: 3289.472900
	Iteration 15Q: 3 clusters Score -98157.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -98181.875000 Penalty: 3289.472900
	Iteration 16Q: 3 clusters Score -98181.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -98219.609375 Penalty: 3289.472900
	Iteration 17Q: 3 clusters Score -98219.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -98238.125000 Penalty: 3289.472900
	Iteration 18Q: 3 clusters Score -98238.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -98243.109375 Penalty: 3289.472900
	Iteration 19Q: 3 clusters Score -98243.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -98245.765625 Penalty: 3289.472900
	Iteration 20F: 3 clusters Score -98245.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -98248.320312 Penalty: 3289.472900
	Iteration 21Q: 3 clusters Score -98248.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -98250.851562 Penalty: 3289.472900
	Iteration 22Q: 3 clusters Score -98250.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -98253.820312 Penalty: 3289.472900
	Iteration 23Q: 3 clusters Score -98253.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -98253.820312 Penalty: 3289.472900
	Iteration 24F: 3 clusters Score -98253.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27695 members 
Mstep: Class 4 contains 42723 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 27247 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 5019 members 
Mstep: Class 9 contains 4370 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15893 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 15 contains 7522 members 
Mstep: Class 16 contains 72461 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164298 members 
Mstep: Class 19 contains 14669 members 
Mstep: Class 20 contains 29485 members 
Mstep: Class 21 contains 234672 members 
Mstep: Class 22 contains 12831 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48952 members 
Mstep: Class 25 contains 145999 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10536 members 
Mstep: Class 28 contains 28198 members 
Mstep: Class 29 contains 506 members 
Mstep: Class 30 contains 162 members 
Entering Unmasked Estep 
Score: -122246792.000000 Penalty: 102059.687500
Splitting cluster 5 changes total score from -122248240.000000 to -122246792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (27247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Entering Unmasked Estep 
Score: -3417009.000000 Penalty: 2532.749268
	Iteration 0F: 2 clusters Score -3417009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3398347.750000 Penalty: 5065.498535
	Iteration 0F: 3 clusters Score -3398348 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3405238.250000 Penalty: 5065.498535
	Iteration 1F: 3 clusters Score -3405238 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3406220.750000 Penalty: 5065.498535
	Iteration 2F: 3 clusters Score -3406221 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -3407286.250000 Penalty: 5065.498535
	Iteration 3F: 3 clusters Score -3407286 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3408460.000000 Penalty: 5065.498535
	Iteration 4F: 3 clusters Score -3408460 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -3409733.250000 Penalty: 5065.498535
	Iteration 5F: 3 clusters Score -3409733 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3410832.000000 Penalty: 5065.498535
	Iteration 6F: 3 clusters Score -3410832 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3411615.500000 Penalty: 5065.498535
	Iteration 7F: 3 clusters Score -3411616 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -3412081.500000 Penalty: 5065.498535
	Iteration 8Q: 3 clusters Score -3412082 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -3412386.500000 Penalty: 5065.498535
	Iteration 9Q: 3 clusters Score -3412386 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -3412624.250000 Penalty: 5065.498535
	Iteration 10Q: 3 clusters Score -3412624 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3412855.750000 Penalty: 5065.498535
	Iteration 11Q: 3 clusters Score -3412856 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3413081.500000 Penalty: 5065.498535
	Iteration 12Q: 3 clusters Score -3413082 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -3413271.250000 Penalty: 5065.498535
	Iteration 13Q: 3 clusters Score -3413271 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -3413421.500000 Penalty: 5065.498535
	Iteration 14Q: 3 clusters Score -3413422 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3413561.500000 Penalty: 5065.498535
	Iteration 15Q: 3 clusters Score -3413562 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3413692.250000 Penalty: 5065.498535
	Iteration 16Q: 3 clusters Score -3413692 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -3413797.250000 Penalty: 5065.498535
	Iteration 17Q: 3 clusters Score -3413797 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3413878.250000 Penalty: 5065.498535
	Iteration 18Q: 3 clusters Score -3413878 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3413958.000000 Penalty: 5065.498535
	Iteration 19Q: 3 clusters Score -3413958 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -3414042.500000 Penalty: 5065.498535
	Iteration 20F: 3 clusters Score -3414042 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3414123.000000 Penalty: 5065.498535
	Iteration 21Q: 3 clusters Score -3414123 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -3414177.750000 Penalty: 5065.498535
	Iteration 22Q: 3 clusters Score -3414178 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3414254.750000 Penalty: 5065.498535
	Iteration 23Q: 3 clusters Score -3414255 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -3414322.000000 Penalty: 5065.498535
	Iteration 24Q: 3 clusters Score -3414322 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -3414409.500000 Penalty: 5065.498535
	Iteration 25Q: 3 clusters Score -3414410 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3414490.250000 Penalty: 5065.498535
	Iteration 26Q: 3 clusters Score -3414490 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -3414608.000000 Penalty: 5065.498535
	Iteration 27Q: 3 clusters Score -3414608 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -3414701.250000 Penalty: 5065.498535
	Iteration 28Q: 3 clusters Score -3414701 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3414805.000000 Penalty: 5065.498535
	Iteration 29Q: 3 clusters Score -3414805 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -3414896.750000 Penalty: 5065.498535
	Iteration 30Q: 3 clusters Score -3414897 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3415000.250000 Penalty: 5065.498535
	Iteration 31Q: 3 clusters Score -3415000 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -3415097.000000 Penalty: 5065.498535
	Iteration 32Q: 3 clusters Score -3415097 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3415197.750000 Penalty: 5065.498535
	Iteration 33Q: 3 clusters Score -3415198 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -3415283.250000 Penalty: 5065.498535
	Iteration 34Q: 3 clusters Score -3415283 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -3415366.750000 Penalty: 5065.498535
	Iteration 35Q: 3 clusters Score -3415367 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -3415443.500000 Penalty: 5065.498535
	Iteration 36Q: 3 clusters Score -3415444 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -3415503.250000 Penalty: 5065.498535
	Iteration 37Q: 3 clusters Score -3415503 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -3415558.000000 Penalty: 5065.498535
	Iteration 38Q: 3 clusters Score -3415558 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -3415605.250000 Penalty: 5065.498535
	Iteration 39Q: 3 clusters Score -3415605 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -3415641.250000 Penalty: 5065.498535
	Iteration 40F: 3 clusters Score -3415641 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -3415670.750000 Penalty: 5065.498535
	Iteration 41Q: 3 clusters Score -3415671 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -3415682.250000 Penalty: 5065.498535
	Iteration 42Q: 3 clusters Score -3415682 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -3415704.000000 Penalty: 5065.498535
	Iteration 43Q: 3 clusters Score -3415704 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -3415720.250000 Penalty: 5065.498535
	Iteration 44Q: 3 clusters Score -3415720 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -3415730.000000 Penalty: 5065.498535
	Iteration 45Q: 3 clusters Score -3415730 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -3415748.500000 Penalty: 5065.498535
	Iteration 46Q: 3 clusters Score -3415748 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -3415758.500000 Penalty: 5065.498535
	Iteration 47Q: 3 clusters Score -3415758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -3415778.750000 Penalty: 5065.498535
	Iteration 48Q: 3 clusters Score -3415779 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -3415792.750000 Penalty: 5065.498535
	Iteration 49Q: 3 clusters Score -3415793 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -3415791.250000 Penalty: 5065.498535
	Iteration 50Q: 3 clusters Score -3415791 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -3415805.750000 Penalty: 5065.498535
	Iteration 51Q: 3 clusters Score -3415806 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -3415817.250000 Penalty: 5065.498535
	Iteration 52Q: 3 clusters Score -3415817 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3415828.250000 Penalty: 5065.498535
	Iteration 53Q: 3 clusters Score -3415828 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3415840.250000 Penalty: 5065.498535
	Iteration 54Q: 3 clusters Score -3415840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -3415836.750000 Penalty: 5065.498535
	Iteration 55Q: 3 clusters Score -3415837 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -3415856.500000 Penalty: 5065.498535
	Iteration 56Q: 3 clusters Score -3415856 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -3415857.000000 Penalty: 5065.498535
	Iteration 57Q: 3 clusters Score -3415857 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3415872.250000 Penalty: 5065.498535
	Iteration 58Q: 3 clusters Score -3415872 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -3415877.500000 Penalty: 5065.498535
	Iteration 59Q: 3 clusters Score -3415878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -3415888.000000 Penalty: 5065.498535
	Iteration 60F: 3 clusters Score -3415888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -3415903.750000 Penalty: 5065.498535
	Iteration 61Q: 3 clusters Score -3415904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -3415917.500000 Penalty: 5065.498535
	Iteration 62Q: 3 clusters Score -3415918 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3415937.000000 Penalty: 5065.498535
	Iteration 63Q: 3 clusters Score -3415937 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -3415960.000000 Penalty: 5065.498535
	Iteration 64Q: 3 clusters Score -3415960 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3415967.750000 Penalty: 5065.498535
	Iteration 65Q: 3 clusters Score -3415968 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -3415983.250000 Penalty: 5065.498535
	Iteration 66Q: 3 clusters Score -3415983 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -3415994.250000 Penalty: 5065.498535
	Iteration 67Q: 3 clusters Score -3415994 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -3416011.750000 Penalty: 5065.498535
	Iteration 68Q: 3 clusters Score -3416012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -3416014.000000 Penalty: 5065.498535
	Iteration 69Q: 3 clusters Score -3416014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -3416016.000000 Penalty: 5065.498535
	Iteration 70Q: 3 clusters Score -3416016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -3416022.000000 Penalty: 5065.498535
	Iteration 71Q: 3 clusters Score -3416022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -3416030.500000 Penalty: 5065.498535
	Iteration 72Q: 3 clusters Score -3416030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -3416032.750000 Penalty: 5065.498535
	Iteration 73Q: 3 clusters Score -3416033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3416037.000000 Penalty: 5065.498535
	Iteration 74Q: 3 clusters Score -3416037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -3416036.250000 Penalty: 5065.498535
	Iteration 75Q: 3 clusters Score -3416036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3416035.750000 Penalty: 5065.498535
	Iteration 76Q: 3 clusters Score -3416036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -3416042.500000 Penalty: 5065.498535
	Iteration 77Q: 3 clusters Score -3416042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3416043.000000 Penalty: 5065.498535
	Iteration 78Q: 3 clusters Score -3416043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -3416038.250000 Penalty: 5065.498535
	Iteration 79Q: 3 clusters Score -3416038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -3416039.750000 Penalty: 5065.498535
	Iteration 80F: 3 clusters Score -3416040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3416046.750000 Penalty: 5065.498535
	Iteration 81Q: 3 clusters Score -3416047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3416044.750000 Penalty: 5065.498535
	Iteration 82Q: 3 clusters Score -3416045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3416047.500000 Penalty: 5065.498535
	Iteration 83Q: 3 clusters Score -3416048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3416046.750000 Penalty: 5065.498535
	Iteration 84Q: 3 clusters Score -3416047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3416052.000000 Penalty: 5065.498535
	Iteration 85Q: 3 clusters Score -3416052 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -3416054.250000 Penalty: 5065.498535
	Iteration 86Q: 3 clusters Score -3416054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3416052.500000 Penalty: 5065.498535
	Iteration 87Q: 3 clusters Score -3416052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -3416048.750000 Penalty: 5065.498535
	Iteration 88Q: 3 clusters Score -3416049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3416056.000000 Penalty: 5065.498535
	Iteration 89Q: 3 clusters Score -3416056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3416058.250000 Penalty: 5065.498535
	Iteration 90Q: 3 clusters Score -3416058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3416063.250000 Penalty: 5065.498535
	Iteration 91Q: 3 clusters Score -3416063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3416058.250000 Penalty: 5065.498535
	Iteration 92Q: 3 clusters Score -3416058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -3416064.250000 Penalty: 5065.498535
	Iteration 93Q: 3 clusters Score -3416064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 24391 members 
Entering Unmasked Estep 
Score: -3416064.250000 Penalty: 5065.498535
	Iteration 94Q: 3 clusters Score -3416064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3416066.750000 Penalty: 5065.498535
	Iteration 95Q: 3 clusters Score -3416067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -3416066.000000 Penalty: 5065.498535
	Iteration 96Q: 3 clusters Score -3416066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -3416064.250000 Penalty: 5065.498535
	Iteration 97Q: 3 clusters Score -3416064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -3416065.250000 Penalty: 5065.498535
	Iteration 98Q: 3 clusters Score -3416065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3416067.500000 Penalty: 5065.498535
	Iteration 99Q: 3 clusters Score -3416068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -3416065.750000 Penalty: 5065.498535
	Iteration 100F: 3 clusters Score -3416066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -3416066.750000 Penalty: 5065.498535
	Iteration 101Q: 3 clusters Score -3416067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -3416067.250000 Penalty: 5065.498535
	Iteration 102Q: 3 clusters Score -3416067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3416065.750000 Penalty: 5065.498535
	Iteration 103Q: 3 clusters Score -3416066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -3416070.750000 Penalty: 5065.498535
	Iteration 104Q: 3 clusters Score -3416071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -3416071.500000 Penalty: 5065.498535
	Iteration 105Q: 3 clusters Score -3416072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3416070.500000 Penalty: 5065.498535
	Iteration 106Q: 3 clusters Score -3416070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3416073.000000 Penalty: 5065.498535
	Iteration 107Q: 3 clusters Score -3416073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3416070.250000 Penalty: 5065.498535
	Iteration 108Q: 3 clusters Score -3416070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -3416070.250000 Penalty: 5065.498535
	Iteration 109F: 3 clusters Score -3416070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -575040.375000 Penalty: 2084.142578
	Iteration 0F: 2 clusters Score -575040.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -570870.812500 Penalty: 4168.285156
	Iteration 0F: 3 clusters Score -570870.8 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -571900.437500 Penalty: 4168.285156
	Iteration 1F: 3 clusters Score -571900.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -572143.187500 Penalty: 4168.285156
	Iteration 2F: 3 clusters Score -572143.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -572311.250000 Penalty: 4168.285156
	Iteration 3F: 3 clusters Score -572311.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -572463.437500 Penalty: 4168.285156
	Iteration 4Q: 3 clusters Score -572463.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -572600.687500 Penalty: 4168.285156
	Iteration 5Q: 3 clusters Score -572600.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -572759.000000 Penalty: 4168.285156
	Iteration 6Q: 3 clusters Score -572759 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -572914.937500 Penalty: 4168.285156
	Iteration 7Q: 3 clusters Score -572914.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -573094.625000 Penalty: 4168.285156
	Iteration 8Q: 3 clusters Score -573094.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -573253.187500 Penalty: 4168.285156
	Iteration 9Q: 3 clusters Score -573253.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -573384.187500 Penalty: 4168.285156
	Iteration 10Q: 3 clusters Score -573384.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -573508.937500 Penalty: 4168.285156
	Iteration 11Q: 3 clusters Score -573508.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -573605.125000 Penalty: 4168.285156
	Iteration 12Q: 3 clusters Score -573605.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -573681.187500 Penalty: 4168.285156
	Iteration 13Q: 3 clusters Score -573681.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -573733.312500 Penalty: 4168.285156
	Iteration 14Q: 3 clusters Score -573733.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -573764.875000 Penalty: 4168.285156
	Iteration 15Q: 3 clusters Score -573764.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -573797.812500 Penalty: 4168.285156
	Iteration 16Q: 3 clusters Score -573797.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -573820.937500 Penalty: 4168.285156
	Iteration 17Q: 3 clusters Score -573820.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -573831.375000 Penalty: 4168.285156
	Iteration 18Q: 3 clusters Score -573831.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -573843.750000 Penalty: 4168.285156
	Iteration 19Q: 3 clusters Score -573843.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -573853.125000 Penalty: 4168.285156
	Iteration 20F: 3 clusters Score -573853.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -573862.312500 Penalty: 4168.285156
	Iteration 21Q: 3 clusters Score -573862.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -573870.812500 Penalty: 4168.285156
	Iteration 22Q: 3 clusters Score -573870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -573875.875000 Penalty: 4168.285156
	Iteration 23Q: 3 clusters Score -573875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -573877.687500 Penalty: 4168.285156
	Iteration 24Q: 3 clusters Score -573877.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -573882.062500 Penalty: 4168.285156
	Iteration 25Q: 3 clusters Score -573882.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -573884.750000 Penalty: 4168.285156
	Iteration 26Q: 3 clusters Score -573884.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -573886.812500 Penalty: 4168.285156
	Iteration 27Q: 3 clusters Score -573886.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -573890.500000 Penalty: 4168.285156
	Iteration 28Q: 3 clusters Score -573890.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -573897.375000 Penalty: 4168.285156
	Iteration 29Q: 3 clusters Score -573897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -573899.875000 Penalty: 4168.285156
	Iteration 30Q: 3 clusters Score -573899.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -573902.062500 Penalty: 4168.285156
	Iteration 31Q: 3 clusters Score -573902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -573905.250000 Penalty: 4168.285156
	Iteration 32Q: 3 clusters Score -573905.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -573909.125000 Penalty: 4168.285156
	Iteration 33Q: 3 clusters Score -573909.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -573912.062500 Penalty: 4168.285156
	Iteration 34Q: 3 clusters Score -573912.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -573917.125000 Penalty: 4168.285156
	Iteration 35Q: 3 clusters Score -573917.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -573922.125000 Penalty: 4168.285156
	Iteration 36Q: 3 clusters Score -573922.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -573922.875000 Penalty: 4168.285156
	Iteration 37Q: 3 clusters Score -573922.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -573924.187500 Penalty: 4168.285156
	Iteration 38Q: 3 clusters Score -573924.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -573924.875000 Penalty: 4168.285156
	Iteration 39Q: 3 clusters Score -573924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -573925.937500 Penalty: 4168.285156
	Iteration 40F: 3 clusters Score -573925.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -573927.562500 Penalty: 4168.285156
	Iteration 41Q: 3 clusters Score -573927.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -573928.250000 Penalty: 4168.285156
	Iteration 42Q: 3 clusters Score -573928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -573928.187500 Penalty: 4168.285156
	Iteration 43Q: 3 clusters Score -573928.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -573927.625000 Penalty: 4168.285156
	Iteration 44Q: 3 clusters Score -573927.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -573929.625000 Penalty: 4168.285156
	Iteration 45Q: 3 clusters Score -573929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -573929.250000 Penalty: 4168.285156
	Iteration 46Q: 3 clusters Score -573929.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -573929.250000 Penalty: 4168.285156
	Iteration 47F: 3 clusters Score -573929.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Entering Unmasked Estep 
Score: -711489.375000 Penalty: 2113.204346
	Iteration 0F: 2 clusters Score -711489.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -706955.375000 Penalty: 4226.408691
	Iteration 0F: 3 clusters Score -706955.4 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -708002.500000 Penalty: 4226.408691
	Iteration 1F: 3 clusters Score -708002.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -708219.125000 Penalty: 4226.408691
	Iteration 2F: 3 clusters Score -708219.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -708375.062500 Penalty: 4226.408691
	Iteration 3F: 3 clusters Score -708375.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -708492.687500 Penalty: 4226.408691
	Iteration 4Q: 3 clusters Score -708492.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -708584.250000 Penalty: 4226.408691
	Iteration 5Q: 3 clusters Score -708584.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -708648.937500 Penalty: 4226.408691
	Iteration 6Q: 3 clusters Score -708648.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -708698.687500 Penalty: 4226.408691
	Iteration 7Q: 3 clusters Score -708698.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -708748.812500 Penalty: 4226.408691
	Iteration 8Q: 3 clusters Score -708748.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -708803.687500 Penalty: 4226.408691
	Iteration 9Q: 3 clusters Score -708803.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -708882.937500 Penalty: 4226.408691
	Iteration 10Q: 3 clusters Score -708882.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -708980.812500 Penalty: 4226.408691
	Iteration 11Q: 3 clusters Score -708980.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -709104.375000 Penalty: 4226.408691
	Iteration 12Q: 3 clusters Score -709104.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -709229.625000 Penalty: 4226.408691
	Iteration 13Q: 3 clusters Score -709229.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -709334.562500 Penalty: 4226.408691
	Iteration 14Q: 3 clusters Score -709334.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -709449.687500 Penalty: 4226.408691
	Iteration 15Q: 3 clusters Score -709449.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -709553.687500 Penalty: 4226.408691
	Iteration 16Q: 3 clusters Score -709553.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -709643.875000 Penalty: 4226.408691
	Iteration 17Q: 3 clusters Score -709643.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -709721.125000 Penalty: 4226.408691
	Iteration 18Q: 3 clusters Score -709721.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -709788.437500 Penalty: 4226.408691
	Iteration 19Q: 3 clusters Score -709788.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -709866.500000 Penalty: 4226.408691
	Iteration 20F: 3 clusters Score -709866.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -709960.062500 Penalty: 4226.408691
	Iteration 21Q: 3 clusters Score -709960.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -710079.562500 Penalty: 4226.408691
	Iteration 22Q: 3 clusters Score -710079.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -710190.687500 Penalty: 4226.408691
	Iteration 23Q: 3 clusters Score -710190.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -710259.187500 Penalty: 4226.408691
	Iteration 24Q: 3 clusters Score -710259.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -710306.687500 Penalty: 4226.408691
	Iteration 25Q: 3 clusters Score -710306.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -710351.562500 Penalty: 4226.408691
	Iteration 26Q: 3 clusters Score -710351.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -710379.812500 Penalty: 4226.408691
	Iteration 27Q: 3 clusters Score -710379.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -710412.250000 Penalty: 4226.408691
	Iteration 28Q: 3 clusters Score -710412.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -710443.125000 Penalty: 4226.408691
	Iteration 29Q: 3 clusters Score -710443.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -710470.437500 Penalty: 4226.408691
	Iteration 30Q: 3 clusters Score -710470.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -710499.750000 Penalty: 4226.408691
	Iteration 31Q: 3 clusters Score -710499.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -710515.875000 Penalty: 4226.408691
	Iteration 32Q: 3 clusters Score -710515.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -710529.437500 Penalty: 4226.408691
	Iteration 33Q: 3 clusters Score -710529.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -710547.375000 Penalty: 4226.408691
	Iteration 34Q: 3 clusters Score -710547.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -710559.625000 Penalty: 4226.408691
	Iteration 35Q: 3 clusters Score -710559.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -710570.187500 Penalty: 4226.408691
	Iteration 36Q: 3 clusters Score -710570.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -710575.500000 Penalty: 4226.408691
	Iteration 37Q: 3 clusters Score -710575.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -710578.437500 Penalty: 4226.408691
	Iteration 38Q: 3 clusters Score -710578.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -710583.937500 Penalty: 4226.408691
	Iteration 39Q: 3 clusters Score -710583.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -710587.437500 Penalty: 4226.408691
	Iteration 40F: 3 clusters Score -710587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -710590.437500 Penalty: 4226.408691
	Iteration 41Q: 3 clusters Score -710590.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -710594.500000 Penalty: 4226.408691
	Iteration 42Q: 3 clusters Score -710594.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -710596.812500 Penalty: 4226.408691
	Iteration 43Q: 3 clusters Score -710596.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -710599.687500 Penalty: 4226.408691
	Iteration 44Q: 3 clusters Score -710599.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -710602.875000 Penalty: 4226.408691
	Iteration 45Q: 3 clusters Score -710602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -710603.000000 Penalty: 4226.408691
	Iteration 46Q: 3 clusters Score -710603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -710602.562500 Penalty: 4226.408691
	Iteration 47Q: 3 clusters Score -710602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -710604.437500 Penalty: 4226.408691
	Iteration 48Q: 3 clusters Score -710604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -710606.500000 Penalty: 4226.408691
	Iteration 49Q: 3 clusters Score -710606.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -710606.375000 Penalty: 4226.408691
	Iteration 50Q: 3 clusters Score -710606.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -710606.375000 Penalty: 4226.408691
	Iteration 51F: 3 clusters Score -710606.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Entering Unmasked Estep 
Score: -567367.937500 Penalty: 2078.864746
	Iteration 0F: 2 clusters Score -567367.9 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 2209 members 
Entering Unmasked Estep 
Score: -563263.062500 Penalty: 4157.729492
	Iteration 0F: 3 clusters Score -563263.1 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -564210.437500 Penalty: 4157.729492
	Iteration 1F: 3 clusters Score -564210.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -564497.437500 Penalty: 4157.729492
	Iteration 2F: 3 clusters Score -564497.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -564715.812500 Penalty: 4157.729492
	Iteration 3F: 3 clusters Score -564715.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -564900.500000 Penalty: 4157.729492
	Iteration 4F: 3 clusters Score -564900.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -565053.375000 Penalty: 4157.729492
	Iteration 5Q: 3 clusters Score -565053.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -565213.437500 Penalty: 4157.729492
	Iteration 6Q: 3 clusters Score -565213.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -565476.187500 Penalty: 4157.729492
	Iteration 7Q: 3 clusters Score -565476.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -565734.062500 Penalty: 4157.729492
	Iteration 8F: 3 clusters Score -565734.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -565945.437500 Penalty: 4157.729492
	Iteration 9Q: 3 clusters Score -565945.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -566158.000000 Penalty: 4157.729492
	Iteration 10Q: 3 clusters Score -566158 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -566375.625000 Penalty: 4157.729492
	Iteration 11Q: 3 clusters Score -566375.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -566570.312500 Penalty: 4157.729492
	Iteration 12Q: 3 clusters Score -566570.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -566706.062500 Penalty: 4157.729492
	Iteration 13Q: 3 clusters Score -566706.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -566798.000000 Penalty: 4157.729492
	Iteration 14Q: 3 clusters Score -566798 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -566850.625000 Penalty: 4157.729492
	Iteration 15Q: 3 clusters Score -566850.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -566883.687500 Penalty: 4157.729492
	Iteration 16Q: 3 clusters Score -566883.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -566902.750000 Penalty: 4157.729492
	Iteration 17Q: 3 clusters Score -566902.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -566911.375000 Penalty: 4157.729492
	Iteration 18Q: 3 clusters Score -566911.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -566927.562500 Penalty: 4157.729492
	Iteration 19Q: 3 clusters Score -566927.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -566937.500000 Penalty: 4157.729492
	Iteration 20F: 3 clusters Score -566937.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -566938.062500 Penalty: 4157.729492
	Iteration 21Q: 3 clusters Score -566938.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -566938.437500 Penalty: 4157.729492
	Iteration 22Q: 3 clusters Score -566938.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -566942.312500 Penalty: 4157.729492
	Iteration 23Q: 3 clusters Score -566942.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -566944.500000 Penalty: 4157.729492
	Iteration 24Q: 3 clusters Score -566944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -566946.687500 Penalty: 4157.729492
	Iteration 25Q: 3 clusters Score -566946.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -566949.687500 Penalty: 4157.729492
	Iteration 26Q: 3 clusters Score -566949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -566949.687500 Penalty: 4157.729492
	Iteration 27F: 3 clusters Score -566949.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Entering Unmasked Estep 
Score: -163975.578125 Penalty: 1759.986816
	Iteration 0F: 2 clusters Score -163975.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -161878.062500 Penalty: 3519.973633
	Iteration 0F: 3 clusters Score -161878.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -162272.906250 Penalty: 3519.973633
	Iteration 1F: 3 clusters Score -162272.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -162407.484375 Penalty: 3519.973633
	Iteration 2F: 3 clusters Score -162407.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -162487.281250 Penalty: 3519.973633
	Iteration 3F: 3 clusters Score -162487.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -162542.140625 Penalty: 3519.973633
	Iteration 4Q: 3 clusters Score -162542.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -162571.343750 Penalty: 3519.973633
	Iteration 5Q: 3 clusters Score -162571.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -162590.421875 Penalty: 3519.973633
	Iteration 6Q: 3 clusters Score -162590.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162599.515625 Penalty: 3519.973633
	Iteration 7Q: 3 clusters Score -162599.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162604.890625 Penalty: 3519.973633
	Iteration 8Q: 3 clusters Score -162604.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -162610.765625 Penalty: 3519.973633
	Iteration 9Q: 3 clusters Score -162610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -162616.750000 Penalty: 3519.973633
	Iteration 10Q: 3 clusters Score -162616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -162621.093750 Penalty: 3519.973633
	Iteration 11Q: 3 clusters Score -162621.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -162624.765625 Penalty: 3519.973633
	Iteration 12Q: 3 clusters Score -162624.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -162627.156250 Penalty: 3519.973633
	Iteration 13Q: 3 clusters Score -162627.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -162629.718750 Penalty: 3519.973633
	Iteration 14Q: 3 clusters Score -162629.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -162631.765625 Penalty: 3519.973633
	Iteration 15Q: 3 clusters Score -162631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -162633.093750 Penalty: 3519.973633
	Iteration 16Q: 3 clusters Score -162633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -162633.093750 Penalty: 3519.973633
	Iteration 17F: 3 clusters Score -162633.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Entering Unmasked Estep 
Score: -2169149.500000 Penalty: 2399.061035
	Iteration 0F: 2 clusters Score -2169150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -2157724.750000 Penalty: 4798.122070
	Iteration 0F: 3 clusters Score -2157725 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2161420.250000 Penalty: 4798.122070
	Iteration 1F: 3 clusters Score -2161420 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -2161710.000000 Penalty: 4798.122070
	Iteration 2F: 3 clusters Score -2161710 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2161920.250000 Penalty: 4798.122070
	Iteration 3Q: 3 clusters Score -2161920 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2162074.750000 Penalty: 4798.122070
	Iteration 4Q: 3 clusters Score -2162075 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -2162206.500000 Penalty: 4798.122070
	Iteration 5Q: 3 clusters Score -2162206 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2162325.750000 Penalty: 4798.122070
	Iteration 6Q: 3 clusters Score -2162326 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -2162428.250000 Penalty: 4798.122070
	Iteration 7Q: 3 clusters Score -2162428 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -2162543.500000 Penalty: 4798.122070
	Iteration 8Q: 3 clusters Score -2162544 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2162658.750000 Penalty: 4798.122070
	Iteration 9Q: 3 clusters Score -2162659 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -2162774.250000 Penalty: 4798.122070
	Iteration 10Q: 3 clusters Score -2162774 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2162887.250000 Penalty: 4798.122070
	Iteration 11Q: 3 clusters Score -2162887 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -2163015.000000 Penalty: 4798.122070
	Iteration 12Q: 3 clusters Score -2163015 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -2163152.250000 Penalty: 4798.122070
	Iteration 13Q: 3 clusters Score -2163152 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2163332.500000 Penalty: 4798.122070
	Iteration 14Q: 3 clusters Score -2163332 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2163542.500000 Penalty: 4798.122070
	Iteration 15Q: 3 clusters Score -2163542 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2163759.500000 Penalty: 4798.122070
	Iteration 16Q: 3 clusters Score -2163760 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -2164013.750000 Penalty: 4798.122070
	Iteration 17Q: 3 clusters Score -2164014 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2164303.750000 Penalty: 4798.122070
	Iteration 18Q: 3 clusters Score -2164304 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -2164609.750000 Penalty: 4798.122070
	Iteration 19Q: 3 clusters Score -2164610 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -2164857.000000 Penalty: 4798.122070
	Iteration 20F: 3 clusters Score -2164857 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2165043.500000 Penalty: 4798.122070
	Iteration 21Q: 3 clusters Score -2165044 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2165169.250000 Penalty: 4798.122070
	Iteration 22Q: 3 clusters Score -2165169 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -2165268.250000 Penalty: 4798.122070
	Iteration 23Q: 3 clusters Score -2165268 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -2165332.000000 Penalty: 4798.122070
	Iteration 24Q: 3 clusters Score -2165332 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2165405.500000 Penalty: 4798.122070
	Iteration 25Q: 3 clusters Score -2165406 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -2165474.000000 Penalty: 4798.122070
	Iteration 26Q: 3 clusters Score -2165474 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2165544.000000 Penalty: 4798.122070
	Iteration 27Q: 3 clusters Score -2165544 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2165591.750000 Penalty: 4798.122070
	Iteration 28Q: 3 clusters Score -2165592 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2165652.000000 Penalty: 4798.122070
	Iteration 29Q: 3 clusters Score -2165652 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -2165714.250000 Penalty: 4798.122070
	Iteration 30Q: 3 clusters Score -2165714 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2165774.000000 Penalty: 4798.122070
	Iteration 31Q: 3 clusters Score -2165774 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2165826.500000 Penalty: 4798.122070
	Iteration 32Q: 3 clusters Score -2165826 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -2165873.000000 Penalty: 4798.122070
	Iteration 33Q: 3 clusters Score -2165873 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2165916.500000 Penalty: 4798.122070
	Iteration 34Q: 3 clusters Score -2165916 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2165962.500000 Penalty: 4798.122070
	Iteration 35Q: 3 clusters Score -2165962 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2166004.500000 Penalty: 4798.122070
	Iteration 36Q: 3 clusters Score -2166004 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2166046.750000 Penalty: 4798.122070
	Iteration 37Q: 3 clusters Score -2166047 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2166086.750000 Penalty: 4798.122070
	Iteration 38Q: 3 clusters Score -2166087 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -2166119.000000 Penalty: 4798.122070
	Iteration 39Q: 3 clusters Score -2166119 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2166150.000000 Penalty: 4798.122070
	Iteration 40F: 3 clusters Score -2166150 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2166184.250000 Penalty: 4798.122070
	Iteration 41Q: 3 clusters Score -2166184 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -2166231.000000 Penalty: 4798.122070
	Iteration 42Q: 3 clusters Score -2166231 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2166288.000000 Penalty: 4798.122070
	Iteration 43Q: 3 clusters Score -2166288 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2166342.000000 Penalty: 4798.122070
	Iteration 44Q: 3 clusters Score -2166342 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2166405.250000 Penalty: 4798.122070
	Iteration 45Q: 3 clusters Score -2166405 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2166454.500000 Penalty: 4798.122070
	Iteration 46Q: 3 clusters Score -2166454 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -2166496.750000 Penalty: 4798.122070
	Iteration 47Q: 3 clusters Score -2166497 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2166543.500000 Penalty: 4798.122070
	Iteration 48Q: 3 clusters Score -2166544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2166573.250000 Penalty: 4798.122070
	Iteration 49Q: 3 clusters Score -2166573 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2166634.250000 Penalty: 4798.122070
	Iteration 50Q: 3 clusters Score -2166634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2166672.500000 Penalty: 4798.122070
	Iteration 51Q: 3 clusters Score -2166672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2166705.500000 Penalty: 4798.122070
	Iteration 52Q: 3 clusters Score -2166706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2166745.000000 Penalty: 4798.122070
	Iteration 53Q: 3 clusters Score -2166745 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2166788.750000 Penalty: 4798.122070
	Iteration 54Q: 3 clusters Score -2166789 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2166824.750000 Penalty: 4798.122070
	Iteration 55Q: 3 clusters Score -2166825 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2166863.000000 Penalty: 4798.122070
	Iteration 56Q: 3 clusters Score -2166863 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2166904.750000 Penalty: 4798.122070
	Iteration 57Q: 3 clusters Score -2166905 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2166935.250000 Penalty: 4798.122070
	Iteration 58Q: 3 clusters Score -2166935 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14506 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2166961.250000 Penalty: 4798.122070
	Iteration 59Q: 3 clusters Score -2166961 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2166982.250000 Penalty: 4798.122070
	Iteration 60F: 3 clusters Score -2166982 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2167003.000000 Penalty: 4798.122070
	Iteration 61Q: 3 clusters Score -2167003 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2167023.750000 Penalty: 4798.122070
	Iteration 62Q: 3 clusters Score -2167024 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2167033.250000 Penalty: 4798.122070
	Iteration 63Q: 3 clusters Score -2167033 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2167048.250000 Penalty: 4798.122070
	Iteration 64Q: 3 clusters Score -2167048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2167056.750000 Penalty: 4798.122070
	Iteration 65Q: 3 clusters Score -2167057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2167070.500000 Penalty: 4798.122070
	Iteration 66Q: 3 clusters Score -2167070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2167081.500000 Penalty: 4798.122070
	Iteration 67Q: 3 clusters Score -2167082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2167093.750000 Penalty: 4798.122070
	Iteration 68Q: 3 clusters Score -2167094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2167103.250000 Penalty: 4798.122070
	Iteration 69Q: 3 clusters Score -2167103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2167114.250000 Penalty: 4798.122070
	Iteration 70Q: 3 clusters Score -2167114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2167123.250000 Penalty: 4798.122070
	Iteration 71Q: 3 clusters Score -2167123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2167126.250000 Penalty: 4798.122070
	Iteration 72Q: 3 clusters Score -2167126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2167132.000000 Penalty: 4798.122070
	Iteration 73Q: 3 clusters Score -2167132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2167134.750000 Penalty: 4798.122070
	Iteration 74Q: 3 clusters Score -2167135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2167143.250000 Penalty: 4798.122070
	Iteration 75Q: 3 clusters Score -2167143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2167147.750000 Penalty: 4798.122070
	Iteration 76Q: 3 clusters Score -2167148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2167147.000000 Penalty: 4798.122070
	Iteration 77Q: 3 clusters Score -2167147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2167154.000000 Penalty: 4798.122070
	Iteration 78Q: 3 clusters Score -2167154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2167154.500000 Penalty: 4798.122070
	Iteration 79Q: 3 clusters Score -2167154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2167155.250000 Penalty: 4798.122070
	Iteration 80F: 3 clusters Score -2167155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2167157.500000 Penalty: 4798.122070
	Iteration 81Q: 3 clusters Score -2167158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2167157.500000 Penalty: 4798.122070
	Iteration 82F: 3 clusters Score -2167158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Entering Unmasked Estep 
Score: -51309.425781 Penalty: 1485.883179
	Iteration 0F: 2 clusters Score -51309.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -49956.343750 Penalty: 2971.766357
	Iteration 0F: 3 clusters Score -49956.34 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50276.484375 Penalty: 2971.766357
	Iteration 1F: 3 clusters Score -50276.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -50455.695312 Penalty: 2971.766357
	Iteration 2F: 3 clusters Score -50455.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50537.621094 Penalty: 2971.766357
	Iteration 3F: 3 clusters Score -50537.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50638.914062 Penalty: 2971.766357
	Iteration 4Q: 3 clusters Score -50638.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -50985.320312 Penalty: 2971.766357
	Iteration 5Q: 3 clusters Score -50985.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -51138.410156 Penalty: 2971.766357
	Iteration 6F: 3 clusters Score -51138.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -51280.285156 Penalty: 2971.766357
	Iteration 7Q: 3 clusters Score -51280.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -51378.386719 Penalty: 2971.766357
	Iteration 8Q: 3 clusters Score -51378.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -51411.382812 Penalty: 2971.766357
	Iteration 9Q: 3 clusters Score -51411.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -51445.394531 Penalty: 2971.766357
	Iteration 10Q: 3 clusters Score -51445.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -51464.406250 Penalty: 2971.766357
	Iteration 11Q: 3 clusters Score -51464.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -51466.410156 Penalty: 2971.766357
	Iteration 12F: 3 clusters Score -51466.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -51483.910156 Penalty: 2971.766357
	Iteration 13Q: 3 clusters Score -51483.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -51523.410156 Penalty: 2971.766357
	Iteration 14Q: 3 clusters Score -51523.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -51531.960938 Penalty: 2971.766357
	Iteration 15Q: 3 clusters Score -51531.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -51531.960938 Penalty: 2971.766357
	Iteration 16F: 3 clusters Score -51531.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27695 members 
Mstep: Class 4 contains 42723 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27247 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 5019 members 
Mstep: Class 9 contains 4370 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15893 members 
Mstep: Class 12 contains 329 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 15 contains 7522 members 
Mstep: Class 16 contains 72461 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164298 members 
Mstep: Class 19 contains 14669 members 
Mstep: Class 20 contains 29485 members 
Mstep: Class 21 contains 234672 members 
Mstep: Class 22 contains 12831 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48952 members 
Mstep: Class 25 contains 145999 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10536 members 
Mstep: Class 28 contains 28198 members 
Mstep: Class 29 contains 506 members 
Mstep: Class 30 contains 71 members 
Entering Unmasked Estep 
Score: -122246728.000000 Penalty: 102059.687500
Splitting cluster 12 changes total score from -122248240.000000 to -122246728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27452.921875 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27452.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26291.851562 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26291.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26451.050781 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26451.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -26503.703125 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -26503.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -26526.638672 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26526.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26531.580078 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -26531.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26535.751953 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -26535.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26537.914062 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -26537.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -26537.914062 Penalty: 2726.595459
	Iteration 7F: 3 clusters Score -26537.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -639128.312500 Penalty: 2096.918701
	Iteration 0F: 2 clusters Score -639128.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -634867.187500 Penalty: 4193.837402
	Iteration 0F: 3 clusters Score -634867.2 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -635937.625000 Penalty: 4193.837402
	Iteration 1F: 3 clusters Score -635937.6 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -636292.500000 Penalty: 4193.837402
	Iteration 2F: 3 clusters Score -636292.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -636637.812500 Penalty: 4193.837402
	Iteration 3F: 3 clusters Score -636637.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -636992.625000 Penalty: 4193.837402
	Iteration 4F: 3 clusters Score -636992.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -637308.187500 Penalty: 4193.837402
	Iteration 5F: 3 clusters Score -637308.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -637588.187500 Penalty: 4193.837402
	Iteration 6F: 3 clusters Score -637588.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -637764.875000 Penalty: 4193.837402
	Iteration 7Q: 3 clusters Score -637764.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -637898.875000 Penalty: 4193.837402
	Iteration 8Q: 3 clusters Score -637898.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -637985.250000 Penalty: 4193.837402
	Iteration 9Q: 3 clusters Score -637985.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -638041.750000 Penalty: 4193.837402
	Iteration 10Q: 3 clusters Score -638041.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -638068.312500 Penalty: 4193.837402
	Iteration 11Q: 3 clusters Score -638068.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -638085.750000 Penalty: 4193.837402
	Iteration 12Q: 3 clusters Score -638085.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -638097.062500 Penalty: 4193.837402
	Iteration 13Q: 3 clusters Score -638097.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -638100.687500 Penalty: 4193.837402
	Iteration 14Q: 3 clusters Score -638100.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -638104.562500 Penalty: 4193.837402
	Iteration 15Q: 3 clusters Score -638104.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -638109.375000 Penalty: 4193.837402
	Iteration 16Q: 3 clusters Score -638109.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -638112.437500 Penalty: 4193.837402
	Iteration 17Q: 3 clusters Score -638112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -638114.687500 Penalty: 4193.837402
	Iteration 18Q: 3 clusters Score -638114.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -638114.375000 Penalty: 4193.837402
	Iteration 19Q: 3 clusters Score -638114.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -638114.500000 Penalty: 4193.837402
	Iteration 20F: 3 clusters Score -638114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -638116.250000 Penalty: 4193.837402
	Iteration 21Q: 3 clusters Score -638116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -638117.500000 Penalty: 4193.837402
	Iteration 22Q: 3 clusters Score -638117.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -638117.000000 Penalty: 4193.837402
	Iteration 23Q: 3 clusters Score -638117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -638116.750000 Penalty: 4193.837402
	Iteration 24Q: 3 clusters Score -638116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -638117.125000 Penalty: 4193.837402
	Iteration 25Q: 3 clusters Score -638117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -638118.875000 Penalty: 4193.837402
	Iteration 26Q: 3 clusters Score -638118.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -638118.875000 Penalty: 4193.837402
	Iteration 27F: 3 clusters Score -638118.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Entering Unmasked Estep 
Score: -1038801.062500 Penalty: 2213.545654
	Iteration 0F: 2 clusters Score -1038801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1032754.500000 Penalty: 4427.091309
	Iteration 0F: 3 clusters Score -1032754 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1034470.062500 Penalty: 4427.091309
	Iteration 1F: 3 clusters Score -1034470 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1034832.375000 Penalty: 4427.091309
	Iteration 2F: 3 clusters Score -1034832 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1035145.750000 Penalty: 4427.091309
	Iteration 3F: 3 clusters Score -1035146 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1035472.812500 Penalty: 4427.091309
	Iteration 4F: 3 clusters Score -1035473 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1035801.375000 Penalty: 4427.091309
	Iteration 5F: 3 clusters Score -1035801 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1036125.812500 Penalty: 4427.091309
	Iteration 6F: 3 clusters Score -1036126 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1036474.250000 Penalty: 4427.091309
	Iteration 7F: 3 clusters Score -1036474 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1036739.812500 Penalty: 4427.091309
	Iteration 8Q: 3 clusters Score -1036740 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1036962.125000 Penalty: 4427.091309
	Iteration 9Q: 3 clusters Score -1036962 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1037160.750000 Penalty: 4427.091309
	Iteration 10Q: 3 clusters Score -1037161 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1037380.062500 Penalty: 4427.091309
	Iteration 11Q: 3 clusters Score -1037380 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1037599.375000 Penalty: 4427.091309
	Iteration 12Q: 3 clusters Score -1037599 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1037798.250000 Penalty: 4427.091309
	Iteration 13Q: 3 clusters Score -1037798 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1037934.437500 Penalty: 4427.091309
	Iteration 14Q: 3 clusters Score -1037934 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1038007.812500 Penalty: 4427.091309
	Iteration 15Q: 3 clusters Score -1038008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1038043.125000 Penalty: 4427.091309
	Iteration 16Q: 3 clusters Score -1038043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1038068.437500 Penalty: 4427.091309
	Iteration 17Q: 3 clusters Score -1038068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1038076.625000 Penalty: 4427.091309
	Iteration 18Q: 3 clusters Score -1038077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1038088.125000 Penalty: 4427.091309
	Iteration 19Q: 3 clusters Score -1038088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1038093.500000 Penalty: 4427.091309
	Iteration 20F: 3 clusters Score -1038094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1038102.625000 Penalty: 4427.091309
	Iteration 21Q: 3 clusters Score -1038103 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1038105.625000 Penalty: 4427.091309
	Iteration 22Q: 3 clusters Score -1038106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1038110.125000 Penalty: 4427.091309
	Iteration 23Q: 3 clusters Score -1038110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1038110.312500 Penalty: 4427.091309
	Iteration 24Q: 3 clusters Score -1038110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1038110.312500 Penalty: 4427.091309
	Iteration 25F: 3 clusters Score -1038110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (72461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72461 members 
Entering Unmasked Estep 
Score: -9626703.000000 Penalty: 2775.319336
	Iteration 0F: 2 clusters Score -9626703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -9578191.000000 Penalty: 5550.638672
	Iteration 0F: 3 clusters Score -9578191 nChanged 33997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -9597644.000000 Penalty: 5550.638672
	Iteration 1F: 3 clusters Score -9597644 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -9598732.000000 Penalty: 5550.638672
	Iteration 2Q: 3 clusters Score -9598732 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -9599943.000000 Penalty: 5550.638672
	Iteration 3Q: 3 clusters Score -9599943 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -9601441.000000 Penalty: 5550.638672
	Iteration 4Q: 3 clusters Score -9601441 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -9603469.000000 Penalty: 5550.638672
	Iteration 5F: 3 clusters Score -9603469 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25924 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9606347.000000 Penalty: 5550.638672
	Iteration 6F: 3 clusters Score -9606347 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -9610320.000000 Penalty: 5550.638672
	Iteration 7F: 3 clusters Score -9610320 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 53124 members 
Entering Unmasked Estep 
Score: -9614367.000000 Penalty: 5550.638672
	Iteration 8F: 3 clusters Score -9614367 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -9617480.000000 Penalty: 5550.638672
	Iteration 9F: 3 clusters Score -9617480 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -9619361.000000 Penalty: 5550.638672
	Iteration 10Q: 3 clusters Score -9619361 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -9620459.000000 Penalty: 5550.638672
	Iteration 11Q: 3 clusters Score -9620459 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 60230 members 
Entering Unmasked Estep 
Score: -9621201.000000 Penalty: 5550.638672
	Iteration 12Q: 3 clusters Score -9621201 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 61292 members 
Entering Unmasked Estep 
Score: -9621750.000000 Penalty: 5550.638672
	Iteration 13Q: 3 clusters Score -9621750 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 62238 members 
Entering Unmasked Estep 
Score: -9622263.000000 Penalty: 5550.638672
	Iteration 14Q: 3 clusters Score -9622263 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 63067 members 
Entering Unmasked Estep 
Score: -9622693.000000 Penalty: 5550.638672
	Iteration 15Q: 3 clusters Score -9622693 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -9623037.000000 Penalty: 5550.638672
	Iteration 16Q: 3 clusters Score -9623037 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 64419 members 
Entering Unmasked Estep 
Score: -9623361.000000 Penalty: 5550.638672
	Iteration 17Q: 3 clusters Score -9623361 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 64985 members 
Entering Unmasked Estep 
Score: -9623588.000000 Penalty: 5550.638672
	Iteration 18Q: 3 clusters Score -9623588 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -9623786.000000 Penalty: 5550.638672
	Iteration 19Q: 3 clusters Score -9623786 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 65932 members 
Entering Unmasked Estep 
Score: -9623928.000000 Penalty: 5550.638672
	Iteration 20F: 3 clusters Score -9623928 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -9624044.000000 Penalty: 5550.638672
	Iteration 21Q: 3 clusters Score -9624044 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -9624192.000000 Penalty: 5550.638672
	Iteration 22Q: 3 clusters Score -9624192 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 67082 members 
Entering Unmasked Estep 
Score: -9624317.000000 Penalty: 5550.638672
	Iteration 23Q: 3 clusters Score -9624317 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 67372 members 
Entering Unmasked Estep 
Score: -9624396.000000 Penalty: 5550.638672
	Iteration 24Q: 3 clusters Score -9624396 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 67639 members 
Entering Unmasked Estep 
Score: -9624502.000000 Penalty: 5550.638672
	Iteration 25Q: 3 clusters Score -9624502 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 67882 members 
Entering Unmasked Estep 
Score: -9624585.000000 Penalty: 5550.638672
	Iteration 26Q: 3 clusters Score -9624585 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 68078 members 
Entering Unmasked Estep 
Score: -9624694.000000 Penalty: 5550.638672
	Iteration 27Q: 3 clusters Score -9624694 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 68248 members 
Entering Unmasked Estep 
Score: -9624746.000000 Penalty: 5550.638672
	Iteration 28Q: 3 clusters Score -9624746 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -9624769.000000 Penalty: 5550.638672
	Iteration 29Q: 3 clusters Score -9624769 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -9624815.000000 Penalty: 5550.638672
	Iteration 30Q: 3 clusters Score -9624815 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
Score: -9624846.000000 Penalty: 5550.638672
	Iteration 31Q: 3 clusters Score -9624846 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 68716 members 
Entering Unmasked Estep 
Score: -9624851.000000 Penalty: 5550.638672
	Iteration 32Q: 3 clusters Score -9624851 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 68795 members 
Entering Unmasked Estep 
Score: -9624877.000000 Penalty: 5550.638672
	Iteration 33Q: 3 clusters Score -9624877 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 68864 members 
Entering Unmasked Estep 
Score: -9624931.000000 Penalty: 5550.638672
	Iteration 34Q: 3 clusters Score -9624931 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 68925 members 
Entering Unmasked Estep 
Score: -9624964.000000 Penalty: 5550.638672
	Iteration 35Q: 3 clusters Score -9624964 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 68985 members 
Entering Unmasked Estep 
Score: -9624968.000000 Penalty: 5550.638672
	Iteration 36Q: 3 clusters Score -9624968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 69039 members 
Entering Unmasked Estep 
Score: -9624989.000000 Penalty: 5550.638672
	Iteration 37Q: 3 clusters Score -9624989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 69091 members 
Entering Unmasked Estep 
Score: -9624968.000000 Penalty: 5550.638672
	Iteration 38Q: 3 clusters Score -9624968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 69139 members 
Entering Unmasked Estep 
Score: -9624990.000000 Penalty: 5550.638672
	Iteration 39Q: 3 clusters Score -9624990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 69181 members 
Entering Unmasked Estep 
Score: -9625010.000000 Penalty: 5550.638672
	Iteration 40F: 3 clusters Score -9625010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 69219 members 
Entering Unmasked Estep 
Score: -9625017.000000 Penalty: 5550.638672
	Iteration 41Q: 3 clusters Score -9625017 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -9625045.000000 Penalty: 5550.638672
	Iteration 42Q: 3 clusters Score -9625045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -9625059.000000 Penalty: 5550.638672
	Iteration 43Q: 3 clusters Score -9625059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 69323 members 
Entering Unmasked Estep 
Score: -9625076.000000 Penalty: 5550.638672
	Iteration 44Q: 3 clusters Score -9625076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -9625074.000000 Penalty: 5550.638672
	Iteration 45Q: 3 clusters Score -9625074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 69377 members 
Entering Unmasked Estep 
Score: -9625096.000000 Penalty: 5550.638672
	Iteration 46Q: 3 clusters Score -9625096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 69395 members 
Entering Unmasked Estep 
Score: -9625095.000000 Penalty: 5550.638672
	Iteration 47Q: 3 clusters Score -9625095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 69414 members 
Entering Unmasked Estep 
Score: -9625084.000000 Penalty: 5550.638672
	Iteration 48Q: 3 clusters Score -9625084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -9625085.000000 Penalty: 5550.638672
	Iteration 49Q: 3 clusters Score -9625085 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 69450 members 
Entering Unmasked Estep 
Score: -9625086.000000 Penalty: 5550.638672
	Iteration 50Q: 3 clusters Score -9625086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 69465 members 
Entering Unmasked Estep 
Score: -9625099.000000 Penalty: 5550.638672
	Iteration 51Q: 3 clusters Score -9625099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -9625098.000000 Penalty: 5550.638672
	Iteration 52Q: 3 clusters Score -9625098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 69485 members 
Entering Unmasked Estep 
Score: -9625096.000000 Penalty: 5550.638672
	Iteration 53Q: 3 clusters Score -9625096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -9625101.000000 Penalty: 5550.638672
	Iteration 54Q: 3 clusters Score -9625101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 69507 members 
Entering Unmasked Estep 
Score: -9625092.000000 Penalty: 5550.638672
	Iteration 55Q: 3 clusters Score -9625092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 69524 members 
Entering Unmasked Estep 
Score: -9625094.000000 Penalty: 5550.638672
	Iteration 56Q: 3 clusters Score -9625094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 69533 members 
Entering Unmasked Estep 
Score: -9625096.000000 Penalty: 5550.638672
	Iteration 57Q: 3 clusters Score -9625096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -9625101.000000 Penalty: 5550.638672
	Iteration 58Q: 3 clusters Score -9625101 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 69559 members 
Entering Unmasked Estep 
Score: -9625106.000000 Penalty: 5550.638672
	Iteration 59Q: 3 clusters Score -9625106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 69569 members 
Entering Unmasked Estep 
Score: -9625096.000000 Penalty: 5550.638672
	Iteration 60F: 3 clusters Score -9625096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -9625099.000000 Penalty: 5550.638672
	Iteration 61Q: 3 clusters Score -9625099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 69584 members 
Entering Unmasked Estep 
Score: -9625098.000000 Penalty: 5550.638672
	Iteration 62Q: 3 clusters Score -9625098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 69593 members 
Entering Unmasked Estep 
Score: -9625113.000000 Penalty: 5550.638672
	Iteration 63Q: 3 clusters Score -9625113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 69602 members 
Entering Unmasked Estep 
Score: -9625115.000000 Penalty: 5550.638672
	Iteration 64Q: 3 clusters Score -9625115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -9625114.000000 Penalty: 5550.638672
	Iteration 65Q: 3 clusters Score -9625114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 69617 members 
Entering Unmasked Estep 
Score: -9625121.000000 Penalty: 5550.638672
	Iteration 66Q: 3 clusters Score -9625121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 69631 members 
Entering Unmasked Estep 
Score: -9625120.000000 Penalty: 5550.638672
	Iteration 67Q: 3 clusters Score -9625120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 69638 members 
Entering Unmasked Estep 
Score: -9625114.000000 Penalty: 5550.638672
	Iteration 68Q: 3 clusters Score -9625114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 69645 members 
Entering Unmasked Estep 
Score: -9625120.000000 Penalty: 5550.638672
	Iteration 69Q: 3 clusters Score -9625120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 69651 members 
Entering Unmasked Estep 
Score: -9625120.000000 Penalty: 5550.638672
	Iteration 70Q: 3 clusters Score -9625120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 69655 members 
Entering Unmasked Estep 
Score: -9625126.000000 Penalty: 5550.638672
	Iteration 71Q: 3 clusters Score -9625126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
Score: -9625118.000000 Penalty: 5550.638672
	Iteration 72Q: 3 clusters Score -9625118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 69664 members 
Entering Unmasked Estep 
Score: -9625116.000000 Penalty: 5550.638672
	Iteration 73Q: 3 clusters Score -9625116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -9625119.000000 Penalty: 5550.638672
	Iteration 74Q: 3 clusters Score -9625119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -9625113.000000 Penalty: 5550.638672
	Iteration 75Q: 3 clusters Score -9625113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 69673 members 
Entering Unmasked Estep 
Score: -9625113.000000 Penalty: 5550.638672
	Iteration 76Q: 3 clusters Score -9625113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -9625117.000000 Penalty: 5550.638672
	Iteration 77Q: 3 clusters Score -9625117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -9625120.000000 Penalty: 5550.638672
	Iteration 78Q: 3 clusters Score -9625120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 69684 members 
Entering Unmasked Estep 
Score: -9625115.000000 Penalty: 5550.638672
	Iteration 79Q: 3 clusters Score -9625115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -9625116.000000 Penalty: 5550.638672
	Iteration 80F: 3 clusters Score -9625116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -9625113.000000 Penalty: 5550.638672
	Iteration 81Q: 3 clusters Score -9625113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 69686 members 
Entering Unmasked Estep 
Score: -9625113.000000 Penalty: 5550.638672
	Iteration 82F: 3 clusters Score -9625113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -50405.042969 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -50405.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -49032.187500 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49032.19 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49192.277344 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49192.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49241.480469 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -49241.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49276.152344 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -49276.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49287.257812 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -49287.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49293.917969 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -49293.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49302.367188 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -49302.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49306.402344 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -49306.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49307.964844 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -49307.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49307.964844 Penalty: 2982.802734
	Iteration 9F: 3 clusters Score -49307.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (164298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164298 members 
Entering Unmasked Estep 
Score: -22452994.000000 Penalty: 2978.340576
	Iteration 0F: 2 clusters Score -2.245299e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82057 members 
Mstep: Class 2 contains 82241 members 
Entering Unmasked Estep 
Score: -22346374.000000 Penalty: 5956.681152
	Iteration 0F: 3 clusters Score -2.234637e+07 nChanged 78808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77859 members 
Mstep: Class 2 contains 86439 members 
Entering Unmasked Estep 
Score: -22393476.000000 Penalty: 5956.681152
	Iteration 1F: 3 clusters Score -2.239348e+07 nChanged 6206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75063 members 
Mstep: Class 2 contains 89235 members 
Entering Unmasked Estep 
Score: -22395556.000000 Penalty: 5956.681152
	Iteration 2Q: 3 clusters Score -2.239556e+07 nChanged 7600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70499 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -22398720.000000 Penalty: 5956.681152
	Iteration 3Q: 3 clusters Score -2.239872e+07 nChanged 9131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64114 members 
Mstep: Class 2 contains 100184 members 
Entering Unmasked Estep 
Score: -22403058.000000 Penalty: 5956.681152
	Iteration 4F: 3 clusters Score -2.240306e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 108361 members 
Entering Unmasked Estep 
Score: -22409546.000000 Penalty: 5956.681152
	Iteration 5F: 3 clusters Score -2.240955e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 117929 members 
Entering Unmasked Estep 
Score: -22417972.000000 Penalty: 5956.681152
	Iteration 6F: 3 clusters Score -2.241797e+07 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 127843 members 
Entering Unmasked Estep 
Score: -22426454.000000 Penalty: 5956.681152
	Iteration 7F: 3 clusters Score -2.242645e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 136821 members 
Entering Unmasked Estep 
Score: -22433484.000000 Penalty: 5956.681152
	Iteration 8F: 3 clusters Score -2.243348e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 144319 members 
Entering Unmasked Estep 
Score: -22439194.000000 Penalty: 5956.681152
	Iteration 9Q: 3 clusters Score -2.243919e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 150145 members 
Entering Unmasked Estep 
Score: -22443008.000000 Penalty: 5956.681152
	Iteration 10Q: 3 clusters Score -2.244301e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 154344 members 
Entering Unmasked Estep 
Score: -22445834.000000 Penalty: 5956.681152
	Iteration 11Q: 3 clusters Score -2.244583e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 157116 members 
Entering Unmasked Estep 
Score: -22447712.000000 Penalty: 5956.681152
	Iteration 12Q: 3 clusters Score -2.244771e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 158879 members 
Entering Unmasked Estep 
Score: -22448954.000000 Penalty: 5956.681152
	Iteration 13Q: 3 clusters Score -2.244895e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 159999 members 
Entering Unmasked Estep 
Score: -22449752.000000 Penalty: 5956.681152
	Iteration 14Q: 3 clusters Score -2.244975e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 160684 members 
Entering Unmasked Estep 
Score: -22450172.000000 Penalty: 5956.681152
	Iteration 15Q: 3 clusters Score -2.245017e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 161100 members 
Entering Unmasked Estep 
Score: -22450492.000000 Penalty: 5956.681152
	Iteration 16Q: 3 clusters Score -2.245049e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 161379 members 
Entering Unmasked Estep 
Score: -22450638.000000 Penalty: 5956.681152
	Iteration 17Q: 3 clusters Score -2.245064e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 161574 members 
Entering Unmasked Estep 
Score: -22450724.000000 Penalty: 5956.681152
	Iteration 18Q: 3 clusters Score -2.245072e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 161739 members 
Entering Unmasked Estep 
Score: -22450786.000000 Penalty: 5956.681152
	Iteration 19Q: 3 clusters Score -2.245079e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 161852 members 
Entering Unmasked Estep 
Score: -22450840.000000 Penalty: 5956.681152
	Iteration 20F: 3 clusters Score -2.245084e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 161925 members 
Entering Unmasked Estep 
Score: -22450852.000000 Penalty: 5956.681152
	Iteration 21Q: 3 clusters Score -2.245085e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 161981 members 
Entering Unmasked Estep 
Score: -22450852.000000 Penalty: 5956.681152
	Iteration 22Q: 3 clusters Score -2.245085e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -22450834.000000 Penalty: 5956.681152
	Iteration 23Q: 3 clusters Score -2.245083e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 162065 members 
Entering Unmasked Estep 
Score: -22450836.000000 Penalty: 5956.681152
	Iteration 24Q: 3 clusters Score -2.245084e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 162092 members 
Entering Unmasked Estep 
Score: -22450826.000000 Penalty: 5956.681152
	Iteration 25Q: 3 clusters Score -2.245083e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 162123 members 
Entering Unmasked Estep 
Score: -22450862.000000 Penalty: 5956.681152
	Iteration 26Q: 3 clusters Score -2.245086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 162139 members 
Entering Unmasked Estep 
Score: -22450860.000000 Penalty: 5956.681152
	Iteration 27Q: 3 clusters Score -2.245086e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 162151 members 
Entering Unmasked Estep 
Score: -22450886.000000 Penalty: 5956.681152
	Iteration 28Q: 3 clusters Score -2.245089e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 162160 members 
Entering Unmasked Estep 
Score: -22450904.000000 Penalty: 5956.681152
	Iteration 29Q: 3 clusters Score -2.24509e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 162165 members 
Entering Unmasked Estep 
Score: -22450894.000000 Penalty: 5956.681152
	Iteration 30Q: 3 clusters Score -2.245089e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 162172 members 
Entering Unmasked Estep 
Score: -22450902.000000 Penalty: 5956.681152
	Iteration 31Q: 3 clusters Score -2.24509e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 162172 members 
Entering Unmasked Estep 
Score: -22450882.000000 Penalty: 5956.681152
	Iteration 32Q: 3 clusters Score -2.245088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 162178 members 
Entering Unmasked Estep 
Score: -22450880.000000 Penalty: 5956.681152
	Iteration 33Q: 3 clusters Score -2.245088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 162183 members 
Entering Unmasked Estep 
Score: -22450882.000000 Penalty: 5956.681152
	Iteration 34Q: 3 clusters Score -2.245088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 162190 members 
Entering Unmasked Estep 
Score: -22450912.000000 Penalty: 5956.681152
	Iteration 35Q: 3 clusters Score -2.245091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 162194 members 
Entering Unmasked Estep 
Score: -22450924.000000 Penalty: 5956.681152
	Iteration 36Q: 3 clusters Score -2.245092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 162195 members 
Entering Unmasked Estep 
Score: -22450912.000000 Penalty: 5956.681152
	Iteration 37Q: 3 clusters Score -2.245091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 162200 members 
Entering Unmasked Estep 
Score: -22450914.000000 Penalty: 5956.681152
	Iteration 38Q: 3 clusters Score -2.245091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 162204 members 
Entering Unmasked Estep 
Score: -22450902.000000 Penalty: 5956.681152
	Iteration 39Q: 3 clusters Score -2.24509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 162208 members 
Entering Unmasked Estep 
Score: -22450910.000000 Penalty: 5956.681152
	Iteration 40F: 3 clusters Score -2.245091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 162209 members 
Entering Unmasked Estep 
Score: -22450914.000000 Penalty: 5956.681152
	Iteration 41Q: 3 clusters Score -2.245091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 162214 members 
Entering Unmasked Estep 
Score: -22450900.000000 Penalty: 5956.681152
	Iteration 42Q: 3 clusters Score -2.24509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 162214 members 
Entering Unmasked Estep 
Score: -22450900.000000 Penalty: 5956.681152
	Iteration 43Q: 3 clusters Score -2.24509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 162215 members 
Entering Unmasked Estep 
Score: -22450908.000000 Penalty: 5956.681152
	Iteration 44Q: 3 clusters Score -2.245091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 162219 members 
Entering Unmasked Estep 
Score: -22450902.000000 Penalty: 5956.681152
	Iteration 45Q: 3 clusters Score -2.24509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 162221 members 
Entering Unmasked Estep 
Score: -22450912.000000 Penalty: 5956.681152
	Iteration 46Q: 3 clusters Score -2.245091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 162220 members 
Entering Unmasked Estep 
Score: -22450912.000000 Penalty: 5956.681152
	Iteration 47Q: 3 clusters Score -2.245091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 162220 members 
Entering Unmasked Estep 
Score: -22450912.000000 Penalty: 5956.681152
	Iteration 48F: 3 clusters Score -2.245091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (14669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Entering Unmasked Estep 
Score: -2041971.125000 Penalty: 2379.185791
	Iteration 0F: 2 clusters Score -2041971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2031230.500000 Penalty: 4758.371582
	Iteration 0F: 3 clusters Score -2031230 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2034665.375000 Penalty: 4758.371582
	Iteration 1F: 3 clusters Score -2034665 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -2035151.625000 Penalty: 4758.371582
	Iteration 2F: 3 clusters Score -2035152 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2035559.625000 Penalty: 4758.371582
	Iteration 3F: 3 clusters Score -2035560 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -2035940.250000 Penalty: 4758.371582
	Iteration 4F: 3 clusters Score -2035940 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -2036354.500000 Penalty: 4758.371582
	Iteration 5Q: 3 clusters Score -2036354 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2036762.875000 Penalty: 4758.371582
	Iteration 6Q: 3 clusters Score -2036763 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -2037213.375000 Penalty: 4758.371582
	Iteration 7Q: 3 clusters Score -2037213 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -2037677.500000 Penalty: 4758.371582
	Iteration 8Q: 3 clusters Score -2037678 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2038102.500000 Penalty: 4758.371582
	Iteration 9Q: 3 clusters Score -2038102 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2038416.000000 Penalty: 4758.371582
	Iteration 10Q: 3 clusters Score -2038416 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2038678.500000 Penalty: 4758.371582
	Iteration 11Q: 3 clusters Score -2038678 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2038867.750000 Penalty: 4758.371582
	Iteration 12Q: 3 clusters Score -2038868 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2038975.750000 Penalty: 4758.371582
	Iteration 13Q: 3 clusters Score -2038976 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2039043.375000 Penalty: 4758.371582
	Iteration 14Q: 3 clusters Score -2039043 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2039105.000000 Penalty: 4758.371582
	Iteration 15Q: 3 clusters Score -2039105 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2039151.125000 Penalty: 4758.371582
	Iteration 16Q: 3 clusters Score -2039151 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2039194.250000 Penalty: 4758.371582
	Iteration 17Q: 3 clusters Score -2039194 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2039235.000000 Penalty: 4758.371582
	Iteration 18Q: 3 clusters Score -2039235 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2039275.250000 Penalty: 4758.371582
	Iteration 19Q: 3 clusters Score -2039275 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2039315.250000 Penalty: 4758.371582
	Iteration 20F: 3 clusters Score -2039315 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2039358.250000 Penalty: 4758.371582
	Iteration 21Q: 3 clusters Score -2039358 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2039409.375000 Penalty: 4758.371582
	Iteration 22Q: 3 clusters Score -2039409 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2039461.500000 Penalty: 4758.371582
	Iteration 23Q: 3 clusters Score -2039462 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -2039505.250000 Penalty: 4758.371582
	Iteration 24Q: 3 clusters Score -2039505 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2039550.750000 Penalty: 4758.371582
	Iteration 25Q: 3 clusters Score -2039551 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -2039588.625000 Penalty: 4758.371582
	Iteration 26Q: 3 clusters Score -2039589 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2039631.750000 Penalty: 4758.371582
	Iteration 27Q: 3 clusters Score -2039632 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2039681.125000 Penalty: 4758.371582
	Iteration 28Q: 3 clusters Score -2039681 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2039732.250000 Penalty: 4758.371582
	Iteration 29Q: 3 clusters Score -2039732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2039784.625000 Penalty: 4758.371582
	Iteration 30Q: 3 clusters Score -2039785 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -2039841.250000 Penalty: 4758.371582
	Iteration 31Q: 3 clusters Score -2039841 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2039903.125000 Penalty: 4758.371582
	Iteration 32Q: 3 clusters Score -2039903 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2039937.875000 Penalty: 4758.371582
	Iteration 33Q: 3 clusters Score -2039938 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2039985.625000 Penalty: 4758.371582
	Iteration 34Q: 3 clusters Score -2039986 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2040018.375000 Penalty: 4758.371582
	Iteration 35Q: 3 clusters Score -2040018 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2040034.500000 Penalty: 4758.371582
	Iteration 36Q: 3 clusters Score -2040034 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2040053.750000 Penalty: 4758.371582
	Iteration 37Q: 3 clusters Score -2040054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2040065.875000 Penalty: 4758.371582
	Iteration 38Q: 3 clusters Score -2040066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2040070.000000 Penalty: 4758.371582
	Iteration 39Q: 3 clusters Score -2040070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2040079.625000 Penalty: 4758.371582
	Iteration 40F: 3 clusters Score -2040080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2040085.500000 Penalty: 4758.371582
	Iteration 41Q: 3 clusters Score -2040086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2040095.625000 Penalty: 4758.371582
	Iteration 42Q: 3 clusters Score -2040096 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2040099.000000 Penalty: 4758.371582
	Iteration 43Q: 3 clusters Score -2040099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2040100.250000 Penalty: 4758.371582
	Iteration 44Q: 3 clusters Score -2040100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2040107.375000 Penalty: 4758.371582
	Iteration 45Q: 3 clusters Score -2040107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2040111.375000 Penalty: 4758.371582
	Iteration 46Q: 3 clusters Score -2040111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2040114.875000 Penalty: 4758.371582
	Iteration 47Q: 3 clusters Score -2040115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2040120.125000 Penalty: 4758.371582
	Iteration 48Q: 3 clusters Score -2040120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2040120.875000 Penalty: 4758.371582
	Iteration 49Q: 3 clusters Score -2040121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2040130.000000 Penalty: 4758.371582
	Iteration 50Q: 3 clusters Score -2040130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2040127.500000 Penalty: 4758.371582
	Iteration 51Q: 3 clusters Score -2040128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2040128.125000 Penalty: 4758.371582
	Iteration 52Q: 3 clusters Score -2040128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2040129.000000 Penalty: 4758.371582
	Iteration 53Q: 3 clusters Score -2040129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2040130.500000 Penalty: 4758.371582
	Iteration 54Q: 3 clusters Score -2040130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2040130.875000 Penalty: 4758.371582
	Iteration 55Q: 3 clusters Score -2040131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2040131.000000 Penalty: 4758.371582
	Iteration 56Q: 3 clusters Score -2040131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2040132.000000 Penalty: 4758.371582
	Iteration 57Q: 3 clusters Score -2040132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2040132.500000 Penalty: 4758.371582
	Iteration 58Q: 3 clusters Score -2040132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2040137.000000 Penalty: 4758.371582
	Iteration 59Q: 3 clusters Score -2040137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2040142.250000 Penalty: 4758.371582
	Iteration 60F: 3 clusters Score -2040142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2040139.375000 Penalty: 4758.371582
	Iteration 61Q: 3 clusters Score -2040139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2040142.250000 Penalty: 4758.371582
	Iteration 62Q: 3 clusters Score -2040142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2040147.875000 Penalty: 4758.371582
	Iteration 63Q: 3 clusters Score -2040148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2040143.750000 Penalty: 4758.371582
	Iteration 64Q: 3 clusters Score -2040144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2040146.125000 Penalty: 4758.371582
	Iteration 65Q: 3 clusters Score -2040146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2040148.125000 Penalty: 4758.371582
	Iteration 66Q: 3 clusters Score -2040148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2040146.875000 Penalty: 4758.371582
	Iteration 67Q: 3 clusters Score -2040147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2040146.375000 Penalty: 4758.371582
	Iteration 68Q: 3 clusters Score -2040146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2040146.375000 Penalty: 4758.371582
	Iteration 69F: 3 clusters Score -2040146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Entering Unmasked Estep 
Score: -4026397.500000 Penalty: 2552.325928
	Iteration 0F: 2 clusters Score -4026398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -4006116.500000 Penalty: 5104.651855
	Iteration 0F: 3 clusters Score -4006116 nChanged 13415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -4013902.000000 Penalty: 5104.651855
	Iteration 1F: 3 clusters Score -4013902 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -4014690.250000 Penalty: 5104.651855
	Iteration 2F: 3 clusters Score -4014690 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -4015477.500000 Penalty: 5104.651855
	Iteration 3F: 3 clusters Score -4015478 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -4016285.500000 Penalty: 5104.651855
	Iteration 4F: 3 clusters Score -4016286 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -4017017.500000 Penalty: 5104.651855
	Iteration 5F: 3 clusters Score -4017018 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -4017589.750000 Penalty: 5104.651855
	Iteration 6Q: 3 clusters Score -4017590 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -4018028.750000 Penalty: 5104.651855
	Iteration 7Q: 3 clusters Score -4018029 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -4018397.500000 Penalty: 5104.651855
	Iteration 8Q: 3 clusters Score -4018398 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -4018655.000000 Penalty: 5104.651855
	Iteration 9Q: 3 clusters Score -4018655 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -4018899.000000 Penalty: 5104.651855
	Iteration 10Q: 3 clusters Score -4018899 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -4019152.750000 Penalty: 5104.651855
	Iteration 11Q: 3 clusters Score -4019153 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -4019357.750000 Penalty: 5104.651855
	Iteration 12Q: 3 clusters Score -4019358 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -4019591.250000 Penalty: 5104.651855
	Iteration 13Q: 3 clusters Score -4019591 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -4019795.500000 Penalty: 5104.651855
	Iteration 14Q: 3 clusters Score -4019796 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -4019999.000000 Penalty: 5104.651855
	Iteration 15Q: 3 clusters Score -4019999 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4020214.750000 Penalty: 5104.651855
	Iteration 16Q: 3 clusters Score -4020215 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -4020452.000000 Penalty: 5104.651855
	Iteration 17Q: 3 clusters Score -4020452 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -4020663.250000 Penalty: 5104.651855
	Iteration 18Q: 3 clusters Score -4020663 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -4020887.500000 Penalty: 5104.651855
	Iteration 19Q: 3 clusters Score -4020888 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -4021099.500000 Penalty: 5104.651855
	Iteration 20F: 3 clusters Score -4021100 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -4021302.000000 Penalty: 5104.651855
	Iteration 21Q: 3 clusters Score -4021302 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4021548.500000 Penalty: 5104.651855
	Iteration 22Q: 3 clusters Score -4021548 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -4021782.750000 Penalty: 5104.651855
	Iteration 23Q: 3 clusters Score -4021783 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -4022044.250000 Penalty: 5104.651855
	Iteration 24Q: 3 clusters Score -4022044 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -4022326.500000 Penalty: 5104.651855
	Iteration 25Q: 3 clusters Score -4022326 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -4022585.000000 Penalty: 5104.651855
	Iteration 26Q: 3 clusters Score -4022585 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -4022908.500000 Penalty: 5104.651855
	Iteration 27Q: 3 clusters Score -4022908 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -4023192.500000 Penalty: 5104.651855
	Iteration 28Q: 3 clusters Score -4023192 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -4023511.250000 Penalty: 5104.651855
	Iteration 29Q: 3 clusters Score -4023511 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4023864.000000 Penalty: 5104.651855
	Iteration 30Q: 3 clusters Score -4023864 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -4024165.250000 Penalty: 5104.651855
	Iteration 31Q: 3 clusters Score -4024165 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -4024430.000000 Penalty: 5104.651855
	Iteration 32Q: 3 clusters Score -4024430 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -4024634.750000 Penalty: 5104.651855
	Iteration 33Q: 3 clusters Score -4024635 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -4024743.500000 Penalty: 5104.651855
	Iteration 34Q: 3 clusters Score -4024744 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4024823.000000 Penalty: 5104.651855
	Iteration 35Q: 3 clusters Score -4024823 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4024885.750000 Penalty: 5104.651855
	Iteration 36Q: 3 clusters Score -4024886 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4024923.000000 Penalty: 5104.651855
	Iteration 37Q: 3 clusters Score -4024923 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27689 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4024933.250000 Penalty: 5104.651855
	Iteration 38Q: 3 clusters Score -4024933 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4024949.250000 Penalty: 5104.651855
	Iteration 39Q: 3 clusters Score -4024949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -4024958.500000 Penalty: 5104.651855
	Iteration 40F: 3 clusters Score -4024958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -4024965.500000 Penalty: 5104.651855
	Iteration 41Q: 3 clusters Score -4024966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4024969.250000 Penalty: 5104.651855
	Iteration 42Q: 3 clusters Score -4024969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4024970.000000 Penalty: 5104.651855
	Iteration 43Q: 3 clusters Score -4024970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4024980.000000 Penalty: 5104.651855
	Iteration 44Q: 3 clusters Score -4024980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -4024982.000000 Penalty: 5104.651855
	Iteration 45Q: 3 clusters Score -4024982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4024979.000000 Penalty: 5104.651855
	Iteration 46Q: 3 clusters Score -4024979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4024980.500000 Penalty: 5104.651855
	Iteration 47Q: 3 clusters Score -4024980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -4024978.500000 Penalty: 5104.651855
	Iteration 48Q: 3 clusters Score -4024978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4024985.250000 Penalty: 5104.651855
	Iteration 49Q: 3 clusters Score -4024985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4024988.750000 Penalty: 5104.651855
	Iteration 50Q: 3 clusters Score -4024989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4024987.500000 Penalty: 5104.651855
	Iteration 51Q: 3 clusters Score -4024988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4024987.250000 Penalty: 5104.651855
	Iteration 52Q: 3 clusters Score -4024987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4024984.500000 Penalty: 5104.651855
	Iteration 53Q: 3 clusters Score -4024984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4024984.750000 Penalty: 5104.651855
	Iteration 54Q: 3 clusters Score -4024985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4024986.500000 Penalty: 5104.651855
	Iteration 55Q: 3 clusters Score -4024986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27792 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4024986.500000 Penalty: 5104.651855
	Iteration 56F: 3 clusters Score -4024986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (234672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234672 members 
Entering Unmasked Estep 
Score: -32820170.000000 Penalty: 3066.754150
	Iteration 0F: 2 clusters Score -3.282017e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117678 members 
Mstep: Class 2 contains 116994 members 
Entering Unmasked Estep 
Score: -32667586.000000 Penalty: 6133.508301
	Iteration 0F: 3 clusters Score -3.266759e+07 nChanged 113397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121815 members 
Mstep: Class 2 contains 112857 members 
Entering Unmasked Estep 
Score: -32734194.000000 Penalty: 6133.508301
	Iteration 1F: 3 clusters Score -3.273419e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124011 members 
Mstep: Class 2 contains 110661 members 
Entering Unmasked Estep 
Score: -32735868.000000 Penalty: 6133.508301
	Iteration 2Q: 3 clusters Score -3.273587e+07 nChanged 7801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127278 members 
Mstep: Class 2 contains 107394 members 
Entering Unmasked Estep 
Score: -32738554.000000 Penalty: 6133.508301
	Iteration 3Q: 3 clusters Score -3.273855e+07 nChanged 9523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132099 members 
Mstep: Class 2 contains 102573 members 
Entering Unmasked Estep 
Score: -32742670.000000 Penalty: 6133.508301
	Iteration 4Q: 3 clusters Score -3.274267e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139222 members 
Mstep: Class 2 contains 95450 members 
Entering Unmasked Estep 
Score: -32748638.000000 Penalty: 6133.508301
	Iteration 5Q: 3 clusters Score -3.274864e+07 nChanged 13509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149157 members 
Mstep: Class 2 contains 85515 members 
Entering Unmasked Estep 
Score: -32756812.000000 Penalty: 6133.508301
	Iteration 6F: 3 clusters Score -3.275681e+07 nChanged 15397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162020 members 
Mstep: Class 2 contains 72652 members 
Entering Unmasked Estep 
Score: -32768390.000000 Penalty: 6133.508301
	Iteration 7F: 3 clusters Score -3.276839e+07 nChanged 15890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176660 members 
Mstep: Class 2 contains 58012 members 
Entering Unmasked Estep 
Score: -32780476.000000 Penalty: 6133.508301
	Iteration 8F: 3 clusters Score -3.278048e+07 nChanged 15315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191475 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -32792054.000000 Penalty: 6133.508301
	Iteration 9F: 3 clusters Score -3.279205e+07 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204456 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -32801456.000000 Penalty: 6133.508301
	Iteration 10F: 3 clusters Score -3.280146e+07 nChanged 10365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214791 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -32808252.000000 Penalty: 6133.508301
	Iteration 11Q: 3 clusters Score -3.280825e+07 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221806 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -32812418.000000 Penalty: 6133.508301
	Iteration 12Q: 3 clusters Score -3.281242e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226286 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -32814916.000000 Penalty: 6133.508301
	Iteration 13Q: 3 clusters Score -3.281492e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228961 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -32816132.000000 Penalty: 6133.508301
	Iteration 14Q: 3 clusters Score -3.281613e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230528 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -32816890.000000 Penalty: 6133.508301
	Iteration 15Q: 3 clusters Score -3.281689e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231405 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -32817284.000000 Penalty: 6133.508301
	Iteration 16Q: 3 clusters Score -3.281728e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231941 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -32817442.000000 Penalty: 6133.508301
	Iteration 17Q: 3 clusters Score -3.281744e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232289 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -32817554.000000 Penalty: 6133.508301
	Iteration 18Q: 3 clusters Score -3.281755e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232521 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -32817668.000000 Penalty: 6133.508301
	Iteration 19Q: 3 clusters Score -3.281767e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232693 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -32817710.000000 Penalty: 6133.508301
	Iteration 20F: 3 clusters Score -3.281771e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232824 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -32817786.000000 Penalty: 6133.508301
	Iteration 21Q: 3 clusters Score -3.281779e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232904 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -32817828.000000 Penalty: 6133.508301
	Iteration 22Q: 3 clusters Score -3.281783e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232969 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -32817874.000000 Penalty: 6133.508301
	Iteration 23Q: 3 clusters Score -3.281787e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233014 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -32817900.000000 Penalty: 6133.508301
	Iteration 24Q: 3 clusters Score -3.28179e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233056 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -32817926.000000 Penalty: 6133.508301
	Iteration 25Q: 3 clusters Score -3.281793e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233075 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -32817972.000000 Penalty: 6133.508301
	Iteration 26Q: 3 clusters Score -3.281797e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233106 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -32817938.000000 Penalty: 6133.508301
	Iteration 27Q: 3 clusters Score -3.281794e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233125 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -32817934.000000 Penalty: 6133.508301
	Iteration 28Q: 3 clusters Score -3.281793e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233139 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -32817960.000000 Penalty: 6133.508301
	Iteration 29Q: 3 clusters Score -3.281796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233146 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -32817960.000000 Penalty: 6133.508301
	Iteration 30Q: 3 clusters Score -3.281796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233152 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -32817986.000000 Penalty: 6133.508301
	Iteration 31Q: 3 clusters Score -3.281799e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233156 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -32817960.000000 Penalty: 6133.508301
	Iteration 32Q: 3 clusters Score -3.281796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233156 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -32817978.000000 Penalty: 6133.508301
	Iteration 33Q: 3 clusters Score -3.281798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233159 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -32817982.000000 Penalty: 6133.508301
	Iteration 34Q: 3 clusters Score -3.281798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233165 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -32817984.000000 Penalty: 6133.508301
	Iteration 35Q: 3 clusters Score -3.281798e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233174 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -32817984.000000 Penalty: 6133.508301
	Iteration 36Q: 3 clusters Score -3.281798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233176 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -32818002.000000 Penalty: 6133.508301
	Iteration 37Q: 3 clusters Score -3.2818e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233178 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -32818014.000000 Penalty: 6133.508301
	Iteration 38Q: 3 clusters Score -3.281801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233187 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -32818018.000000 Penalty: 6133.508301
	Iteration 39Q: 3 clusters Score -3.281802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233190 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -32817980.000000 Penalty: 6133.508301
	Iteration 40F: 3 clusters Score -3.281798e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233189 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -32817970.000000 Penalty: 6133.508301
	Iteration 41Q: 3 clusters Score -3.281797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233191 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -32817996.000000 Penalty: 6133.508301
	Iteration 42Q: 3 clusters Score -3.2818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233190 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -32818002.000000 Penalty: 6133.508301
	Iteration 43Q: 3 clusters Score -3.2818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233193 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -32817998.000000 Penalty: 6133.508301
	Iteration 44Q: 3 clusters Score -3.2818e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233196 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -32818000.000000 Penalty: 6133.508301
	Iteration 45Q: 3 clusters Score -3.2818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233199 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -32818012.000000 Penalty: 6133.508301
	Iteration 46Q: 3 clusters Score -3.281801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233202 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -32818024.000000 Penalty: 6133.508301
	Iteration 47Q: 3 clusters Score -3.281802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233204 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -32818038.000000 Penalty: 6133.508301
	Iteration 48Q: 3 clusters Score -3.281804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233205 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -32818028.000000 Penalty: 6133.508301
	Iteration 49Q: 3 clusters Score -3.281803e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233204 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -32818038.000000 Penalty: 6133.508301
	Iteration 50Q: 3 clusters Score -3.281804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233203 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -32818020.000000 Penalty: 6133.508301
	Iteration 51Q: 3 clusters Score -3.281802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233202 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -32818010.000000 Penalty: 6133.508301
	Iteration 52Q: 3 clusters Score -3.281801e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233202 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -32818010.000000 Penalty: 6133.508301
	Iteration 53F: 3 clusters Score -3.281801e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Entering Unmasked Estep 
Score: -1677281.875000 Penalty: 2345.985596
	Iteration 0F: 2 clusters Score -1677282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1667821.750000 Penalty: 4691.971191
	Iteration 0F: 3 clusters Score -1667822 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1670755.625000 Penalty: 4691.971191
	Iteration 1F: 3 clusters Score -1670756 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1671017.000000 Penalty: 4691.971191
	Iteration 2F: 3 clusters Score -1671017 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1671194.250000 Penalty: 4691.971191
	Iteration 3Q: 3 clusters Score -1671194 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1671312.625000 Penalty: 4691.971191
	Iteration 4Q: 3 clusters Score -1671313 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1671397.875000 Penalty: 4691.971191
	Iteration 5Q: 3 clusters Score -1671398 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1671486.000000 Penalty: 4691.971191
	Iteration 6Q: 3 clusters Score -1671486 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1671555.875000 Penalty: 4691.971191
	Iteration 7Q: 3 clusters Score -1671556 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1671639.625000 Penalty: 4691.971191
	Iteration 8Q: 3 clusters Score -1671640 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1671744.875000 Penalty: 4691.971191
	Iteration 9Q: 3 clusters Score -1671745 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1671869.500000 Penalty: 4691.971191
	Iteration 10Q: 3 clusters Score -1671870 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1672022.000000 Penalty: 4691.971191
	Iteration 11Q: 3 clusters Score -1672022 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1672226.250000 Penalty: 4691.971191
	Iteration 12Q: 3 clusters Score -1672226 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1672500.500000 Penalty: 4691.971191
	Iteration 13Q: 3 clusters Score -1672500 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1672811.375000 Penalty: 4691.971191
	Iteration 14Q: 3 clusters Score -1672811 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1673199.125000 Penalty: 4691.971191
	Iteration 15Q: 3 clusters Score -1673199 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1673669.125000 Penalty: 4691.971191
	Iteration 16Q: 3 clusters Score -1673669 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1674111.000000 Penalty: 4691.971191
	Iteration 17Q: 3 clusters Score -1674111 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1674467.625000 Penalty: 4691.971191
	Iteration 18Q: 3 clusters Score -1674468 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1674720.250000 Penalty: 4691.971191
	Iteration 19Q: 3 clusters Score -1674720 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1674900.000000 Penalty: 4691.971191
	Iteration 20F: 3 clusters Score -1674900 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1675015.500000 Penalty: 4691.971191
	Iteration 21Q: 3 clusters Score -1675016 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1675079.875000 Penalty: 4691.971191
	Iteration 22Q: 3 clusters Score -1675080 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1675119.500000 Penalty: 4691.971191
	Iteration 23Q: 3 clusters Score -1675120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1675146.875000 Penalty: 4691.971191
	Iteration 24Q: 3 clusters Score -1675147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1675157.000000 Penalty: 4691.971191
	Iteration 25Q: 3 clusters Score -1675157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1675167.375000 Penalty: 4691.971191
	Iteration 26Q: 3 clusters Score -1675167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1675178.000000 Penalty: 4691.971191
	Iteration 27Q: 3 clusters Score -1675178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1675195.000000 Penalty: 4691.971191
	Iteration 28Q: 3 clusters Score -1675195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1675213.875000 Penalty: 4691.971191
	Iteration 29Q: 3 clusters Score -1675214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1675228.250000 Penalty: 4691.971191
	Iteration 30Q: 3 clusters Score -1675228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1675244.125000 Penalty: 4691.971191
	Iteration 31Q: 3 clusters Score -1675244 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1675257.125000 Penalty: 4691.971191
	Iteration 32Q: 3 clusters Score -1675257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1675257.000000 Penalty: 4691.971191
	Iteration 33Q: 3 clusters Score -1675257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1675260.625000 Penalty: 4691.971191
	Iteration 34Q: 3 clusters Score -1675261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1675261.875000 Penalty: 4691.971191
	Iteration 35Q: 3 clusters Score -1675262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1675266.375000 Penalty: 4691.971191
	Iteration 36Q: 3 clusters Score -1675266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1675268.750000 Penalty: 4691.971191
	Iteration 37Q: 3 clusters Score -1675269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1675268.625000 Penalty: 4691.971191
	Iteration 38Q: 3 clusters Score -1675269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1675269.750000 Penalty: 4691.971191
	Iteration 39Q: 3 clusters Score -1675270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1675269.750000 Penalty: 4691.971191
	Iteration 40F: 3 clusters Score -1675270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29483.666016 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29483.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28305.285156 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28305.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28401.308594 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28401.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28436.273438 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28436.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -28454.416016 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28454.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28473.574219 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -28473.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -28483.744141 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -28483.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28490.337891 Penalty: 2712.157715
	Iteration 6Q: 3 clusters Score -28490.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28493.689453 Penalty: 2712.157715
	Iteration 7Q: 3 clusters Score -28493.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28493.689453 Penalty: 2712.157715
	Iteration 8F: 3 clusters Score -28493.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Entering Unmasked Estep 
Score: -6588138.500000 Penalty: 2678.051758
	Iteration 0F: 2 clusters Score -6588138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -6555294.500000 Penalty: 5356.103516
	Iteration 0F: 3 clusters Score -6555294 nChanged 22499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -6568416.500000 Penalty: 5356.103516
	Iteration 1F: 3 clusters Score -6568416 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23318 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
Score: -6569762.000000 Penalty: 5356.103516
	Iteration 2F: 3 clusters Score -6569762 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -6571643.000000 Penalty: 5356.103516
	Iteration 3F: 3 clusters Score -6571643 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -6573740.000000 Penalty: 5356.103516
	Iteration 4F: 3 clusters Score -6573740 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -6575694.500000 Penalty: 5356.103516
	Iteration 5F: 3 clusters Score -6575694 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -6577087.500000 Penalty: 5356.103516
	Iteration 6F: 3 clusters Score -6577088 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -6577974.500000 Penalty: 5356.103516
	Iteration 7Q: 3 clusters Score -6577974 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -6578539.000000 Penalty: 5356.103516
	Iteration 8Q: 3 clusters Score -6578539 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -6579016.000000 Penalty: 5356.103516
	Iteration 9Q: 3 clusters Score -6579016 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -6579417.500000 Penalty: 5356.103516
	Iteration 10Q: 3 clusters Score -6579418 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -6579780.000000 Penalty: 5356.103516
	Iteration 11Q: 3 clusters Score -6579780 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -6580196.500000 Penalty: 5356.103516
	Iteration 12Q: 3 clusters Score -6580196 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -6580702.500000 Penalty: 5356.103516
	Iteration 13Q: 3 clusters Score -6580702 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -6581351.000000 Penalty: 5356.103516
	Iteration 14Q: 3 clusters Score -6581351 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -6582027.500000 Penalty: 5356.103516
	Iteration 15Q: 3 clusters Score -6582028 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -6582745.500000 Penalty: 5356.103516
	Iteration 16Q: 3 clusters Score -6582746 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -6583362.500000 Penalty: 5356.103516
	Iteration 17Q: 3 clusters Score -6583362 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -6584006.000000 Penalty: 5356.103516
	Iteration 18Q: 3 clusters Score -6584006 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -6584565.000000 Penalty: 5356.103516
	Iteration 19Q: 3 clusters Score -6584565 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -6584979.000000 Penalty: 5356.103516
	Iteration 20F: 3 clusters Score -6584979 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -6585263.000000 Penalty: 5356.103516
	Iteration 21Q: 3 clusters Score -6585263 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -6585443.000000 Penalty: 5356.103516
	Iteration 22Q: 3 clusters Score -6585443 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -6585605.000000 Penalty: 5356.103516
	Iteration 23Q: 3 clusters Score -6585605 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -6585687.500000 Penalty: 5356.103516
	Iteration 24Q: 3 clusters Score -6585688 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -6585765.000000 Penalty: 5356.103516
	Iteration 25Q: 3 clusters Score -6585765 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -6585849.500000 Penalty: 5356.103516
	Iteration 26Q: 3 clusters Score -6585850 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -6585917.000000 Penalty: 5356.103516
	Iteration 27Q: 3 clusters Score -6585917 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -6585935.500000 Penalty: 5356.103516
	Iteration 28Q: 3 clusters Score -6585936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -6585972.500000 Penalty: 5356.103516
	Iteration 29Q: 3 clusters Score -6585972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 47935 members 
Entering Unmasked Estep 
Score: -6585996.000000 Penalty: 5356.103516
	Iteration 30Q: 3 clusters Score -6585996 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -6586006.000000 Penalty: 5356.103516
	Iteration 31Q: 3 clusters Score -6586006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -6586013.000000 Penalty: 5356.103516
	Iteration 32Q: 3 clusters Score -6586013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -6586026.000000 Penalty: 5356.103516
	Iteration 33Q: 3 clusters Score -6586026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -6586034.500000 Penalty: 5356.103516
	Iteration 34Q: 3 clusters Score -6586034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -6586042.000000 Penalty: 5356.103516
	Iteration 35Q: 3 clusters Score -6586042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 48057 members 
Entering Unmasked Estep 
Score: -6586033.000000 Penalty: 5356.103516
	Iteration 36Q: 3 clusters Score -6586033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -6586045.500000 Penalty: 5356.103516
	Iteration 37Q: 3 clusters Score -6586046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -6586045.000000 Penalty: 5356.103516
	Iteration 38Q: 3 clusters Score -6586045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 48086 members 
Entering Unmasked Estep 
Score: -6586057.000000 Penalty: 5356.103516
	Iteration 39Q: 3 clusters Score -6586057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 48095 members 
Entering Unmasked Estep 
Score: -6586062.500000 Penalty: 5356.103516
	Iteration 40F: 3 clusters Score -6586062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48097 members 
Entering Unmasked Estep 
Score: -6586061.500000 Penalty: 5356.103516
	Iteration 41Q: 3 clusters Score -6586062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -6586066.500000 Penalty: 5356.103516
	Iteration 42Q: 3 clusters Score -6586066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 48103 members 
Entering Unmasked Estep 
Score: -6586065.000000 Penalty: 5356.103516
	Iteration 43Q: 3 clusters Score -6586065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -6586069.000000 Penalty: 5356.103516
	Iteration 44Q: 3 clusters Score -6586069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -6586066.000000 Penalty: 5356.103516
	Iteration 45Q: 3 clusters Score -6586066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 48105 members 
Entering Unmasked Estep 
Score: -6586066.000000 Penalty: 5356.103516
	Iteration 46F: 3 clusters Score -6586066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (145999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145999 members 
Entering Unmasked Estep 
Score: -20297080.000000 Penalty: 2949.056152
	Iteration 0F: 2 clusters Score -2.029708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73128 members 
Mstep: Class 2 contains 72871 members 
Entering Unmasked Estep 
Score: -20199878.000000 Penalty: 5898.112305
	Iteration 0F: 3 clusters Score -2.019988e+07 nChanged 69961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75697 members 
Mstep: Class 2 contains 70302 members 
Entering Unmasked Estep 
Score: -20240322.000000 Penalty: 5898.112305
	Iteration 1F: 3 clusters Score -2.024032e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77401 members 
Mstep: Class 2 contains 68598 members 
Entering Unmasked Estep 
Score: -20241518.000000 Penalty: 5898.112305
	Iteration 2Q: 3 clusters Score -2.024152e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 66023 members 
Entering Unmasked Estep 
Score: -20243248.000000 Penalty: 5898.112305
	Iteration 3Q: 3 clusters Score -2.024325e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83836 members 
Mstep: Class 2 contains 62163 members 
Entering Unmasked Estep 
Score: -20245720.000000 Penalty: 5898.112305
	Iteration 4Q: 3 clusters Score -2.024572e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89332 members 
Mstep: Class 2 contains 56667 members 
Entering Unmasked Estep 
Score: -20249518.000000 Penalty: 5898.112305
	Iteration 5F: 3 clusters Score -2.024952e+07 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96637 members 
Mstep: Class 2 contains 49362 members 
Entering Unmasked Estep 
Score: -20254758.000000 Penalty: 5898.112305
	Iteration 6F: 3 clusters Score -2.025476e+07 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105398 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -20261518.000000 Penalty: 5898.112305
	Iteration 7F: 3 clusters Score -2.026152e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115033 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -20269546.000000 Penalty: 5898.112305
	Iteration 8F: 3 clusters Score -2.026955e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124275 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -20277752.000000 Penalty: 5898.112305
	Iteration 9F: 3 clusters Score -2.027775e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131907 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -20284418.000000 Penalty: 5898.112305
	Iteration 10F: 3 clusters Score -2.028442e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137115 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -20288798.000000 Penalty: 5898.112305
	Iteration 11Q: 3 clusters Score -2.02888e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140285 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -20291346.000000 Penalty: 5898.112305
	Iteration 12Q: 3 clusters Score -2.029135e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142102 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -20292808.000000 Penalty: 5898.112305
	Iteration 13Q: 3 clusters Score -2.029281e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143097 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -20293448.000000 Penalty: 5898.112305
	Iteration 14Q: 3 clusters Score -2.029345e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143713 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -20293900.000000 Penalty: 5898.112305
	Iteration 15Q: 3 clusters Score -2.02939e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144135 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -20294166.000000 Penalty: 5898.112305
	Iteration 16Q: 3 clusters Score -2.029417e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144395 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -20294318.000000 Penalty: 5898.112305
	Iteration 17Q: 3 clusters Score -2.029432e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144582 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -20294446.000000 Penalty: 5898.112305
	Iteration 18Q: 3 clusters Score -2.029445e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144703 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -20294494.000000 Penalty: 5898.112305
	Iteration 19Q: 3 clusters Score -2.029449e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144766 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -20294520.000000 Penalty: 5898.112305
	Iteration 20F: 3 clusters Score -2.029452e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144828 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -20294572.000000 Penalty: 5898.112305
	Iteration 21Q: 3 clusters Score -2.029457e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144869 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -20294594.000000 Penalty: 5898.112305
	Iteration 22Q: 3 clusters Score -2.029459e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144906 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -20294604.000000 Penalty: 5898.112305
	Iteration 23Q: 3 clusters Score -2.02946e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144945 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20294646.000000 Penalty: 5898.112305
	Iteration 24Q: 3 clusters Score -2.029465e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144963 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -20294668.000000 Penalty: 5898.112305
	Iteration 25Q: 3 clusters Score -2.029467e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144982 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -20294678.000000 Penalty: 5898.112305
	Iteration 26Q: 3 clusters Score -2.029468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144997 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -20294686.000000 Penalty: 5898.112305
	Iteration 27Q: 3 clusters Score -2.029469e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145007 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -20294684.000000 Penalty: 5898.112305
	Iteration 28Q: 3 clusters Score -2.029468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145012 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20294686.000000 Penalty: 5898.112305
	Iteration 29Q: 3 clusters Score -2.029469e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145017 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -20294700.000000 Penalty: 5898.112305
	Iteration 30Q: 3 clusters Score -2.02947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145026 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -20294678.000000 Penalty: 5898.112305
	Iteration 31Q: 3 clusters Score -2.029468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145033 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -20294672.000000 Penalty: 5898.112305
	Iteration 32Q: 3 clusters Score -2.029467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145034 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -20294670.000000 Penalty: 5898.112305
	Iteration 33Q: 3 clusters Score -2.029467e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145034 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -20294670.000000 Penalty: 5898.112305
	Iteration 34F: 3 clusters Score -2.029467e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -77966.648438 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -77966.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -76382.070312 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -76382.07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -76573.187500 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -76573.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -76622.289062 Penalty: 3163.699219
	Iteration 2Q: 3 clusters Score -76622.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -76652.578125 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -76652.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76678.195312 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -76678.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -76731.406250 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -76731.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76908.820312 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -76908.82 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -77150.265625 Penalty: 3163.699219
	Iteration 7F: 3 clusters Score -77150.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -77254.843750 Penalty: 3163.699219
	Iteration 8F: 3 clusters Score -77254.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -77307.281250 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -77307.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -77356.671875 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -77356.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -77392.945312 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -77392.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -77420.078125 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -77420.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -77454.500000 Penalty: 3163.699219
	Iteration 13Q: 3 clusters Score -77454.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -77477.539062 Penalty: 3163.699219
	Iteration 14Q: 3 clusters Score -77477.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -77486.421875 Penalty: 3163.699219
	Iteration 15Q: 3 clusters Score -77486.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -77488.054688 Penalty: 3163.699219
	Iteration 16Q: 3 clusters Score -77488.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -77489.578125 Penalty: 3163.699219
	Iteration 17Q: 3 clusters Score -77489.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -77489.578125 Penalty: 3163.699219
	Iteration 18F: 3 clusters Score -77489.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Entering Unmasked Estep 
Score: -1430522.375000 Penalty: 2297.113281
	Iteration 0F: 2 clusters Score -1430522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1422546.250000 Penalty: 4594.226562
	Iteration 0F: 3 clusters Score -1422546 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1424959.375000 Penalty: 4594.226562
	Iteration 1F: 3 clusters Score -1424959 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1425299.500000 Penalty: 4594.226562
	Iteration 2F: 3 clusters Score -1425300 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1425540.375000 Penalty: 4594.226562
	Iteration 3F: 3 clusters Score -1425540 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1425716.500000 Penalty: 4594.226562
	Iteration 4Q: 3 clusters Score -1425716 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1425905.125000 Penalty: 4594.226562
	Iteration 5Q: 3 clusters Score -1425905 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1426123.250000 Penalty: 4594.226562
	Iteration 6Q: 3 clusters Score -1426123 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1426389.750000 Penalty: 4594.226562
	Iteration 7Q: 3 clusters Score -1426390 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1426695.500000 Penalty: 4594.226562
	Iteration 8Q: 3 clusters Score -1426696 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -1426968.000000 Penalty: 4594.226562
	Iteration 9Q: 3 clusters Score -1426968 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1427239.500000 Penalty: 4594.226562
	Iteration 10Q: 3 clusters Score -1427240 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1427491.875000 Penalty: 4594.226562
	Iteration 11Q: 3 clusters Score -1427492 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1427683.625000 Penalty: 4594.226562
	Iteration 12Q: 3 clusters Score -1427684 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1427839.125000 Penalty: 4594.226562
	Iteration 13Q: 3 clusters Score -1427839 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1427981.250000 Penalty: 4594.226562
	Iteration 14Q: 3 clusters Score -1427981 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1428101.375000 Penalty: 4594.226562
	Iteration 15Q: 3 clusters Score -1428101 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1428203.000000 Penalty: 4594.226562
	Iteration 16Q: 3 clusters Score -1428203 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1428288.750000 Penalty: 4594.226562
	Iteration 17Q: 3 clusters Score -1428289 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1428370.125000 Penalty: 4594.226562
	Iteration 18Q: 3 clusters Score -1428370 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1428428.000000 Penalty: 4594.226562
	Iteration 19Q: 3 clusters Score -1428428 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1428475.875000 Penalty: 4594.226562
	Iteration 20F: 3 clusters Score -1428476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1428518.500000 Penalty: 4594.226562
	Iteration 21Q: 3 clusters Score -1428518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1428559.000000 Penalty: 4594.226562
	Iteration 22Q: 3 clusters Score -1428559 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1428591.500000 Penalty: 4594.226562
	Iteration 23Q: 3 clusters Score -1428592 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1428618.750000 Penalty: 4594.226562
	Iteration 24Q: 3 clusters Score -1428619 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1428643.750000 Penalty: 4594.226562
	Iteration 25Q: 3 clusters Score -1428644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1428656.250000 Penalty: 4594.226562
	Iteration 26Q: 3 clusters Score -1428656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1428659.375000 Penalty: 4594.226562
	Iteration 27Q: 3 clusters Score -1428659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -1428666.750000 Penalty: 4594.226562
	Iteration 28Q: 3 clusters Score -1428667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1428673.000000 Penalty: 4594.226562
	Iteration 29Q: 3 clusters Score -1428673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1428677.000000 Penalty: 4594.226562
	Iteration 30Q: 3 clusters Score -1428677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1428680.875000 Penalty: 4594.226562
	Iteration 31Q: 3 clusters Score -1428681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1428687.500000 Penalty: 4594.226562
	Iteration 32Q: 3 clusters Score -1428688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1428696.125000 Penalty: 4594.226562
	Iteration 33Q: 3 clusters Score -1428696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1428699.500000 Penalty: 4594.226562
	Iteration 34Q: 3 clusters Score -1428700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1428701.500000 Penalty: 4594.226562
	Iteration 35Q: 3 clusters Score -1428702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1428701.125000 Penalty: 4594.226562
	Iteration 36Q: 3 clusters Score -1428701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1428704.625000 Penalty: 4594.226562
	Iteration 37Q: 3 clusters Score -1428705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1428705.250000 Penalty: 4594.226562
	Iteration 38Q: 3 clusters Score -1428705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1428705.375000 Penalty: 4594.226562
	Iteration 39Q: 3 clusters Score -1428705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1428706.875000 Penalty: 4594.226562
	Iteration 40F: 3 clusters Score -1428707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1428710.750000 Penalty: 4594.226562
	Iteration 41Q: 3 clusters Score -1428711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1428709.875000 Penalty: 4594.226562
	Iteration 42Q: 3 clusters Score -1428710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1428719.375000 Penalty: 4594.226562
	Iteration 43Q: 3 clusters Score -1428719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1428723.750000 Penalty: 4594.226562
	Iteration 44Q: 3 clusters Score -1428724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1428726.125000 Penalty: 4594.226562
	Iteration 45Q: 3 clusters Score -1428726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1428723.500000 Penalty: 4594.226562
	Iteration 46Q: 3 clusters Score -1428724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1428722.000000 Penalty: 4594.226562
	Iteration 47Q: 3 clusters Score -1428722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1428726.375000 Penalty: 4594.226562
	Iteration 48Q: 3 clusters Score -1428726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1428724.625000 Penalty: 4594.226562
	Iteration 49Q: 3 clusters Score -1428725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1428727.500000 Penalty: 4594.226562
	Iteration 50Q: 3 clusters Score -1428728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1428731.250000 Penalty: 4594.226562
	Iteration 51Q: 3 clusters Score -1428731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1428729.875000 Penalty: 4594.226562
	Iteration 52Q: 3 clusters Score -1428730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1428729.875000 Penalty: 4594.226562
	Iteration 53Q: 3 clusters Score -1428730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1428731.750000 Penalty: 4594.226562
	Iteration 54Q: 3 clusters Score -1428732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1428732.625000 Penalty: 4594.226562
	Iteration 55Q: 3 clusters Score -1428733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1428732.625000 Penalty: 4594.226562
	Iteration 56F: 3 clusters Score -1428733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Entering Unmasked Estep 
Score: -3810957.500000 Penalty: 2541.257568
	Iteration 0F: 2 clusters Score -3810958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -3791668.750000 Penalty: 5082.515137
	Iteration 0F: 3 clusters Score -3791669 nChanged 12646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3798749.750000 Penalty: 5082.515137
	Iteration 1F: 3 clusters Score -3798750 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -3799372.750000 Penalty: 5082.515137
	Iteration 2F: 3 clusters Score -3799373 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3799999.500000 Penalty: 5082.515137
	Iteration 3F: 3 clusters Score -3800000 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -3800784.000000 Penalty: 5082.515137
	Iteration 4F: 3 clusters Score -3800784 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -3801712.750000 Penalty: 5082.515137
	Iteration 5F: 3 clusters Score -3801713 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -3802657.750000 Penalty: 5082.515137
	Iteration 6F: 3 clusters Score -3802658 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -3803560.750000 Penalty: 5082.515137
	Iteration 7F: 3 clusters Score -3803561 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -3804306.500000 Penalty: 5082.515137
	Iteration 8Q: 3 clusters Score -3804306 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -3805061.000000 Penalty: 5082.515137
	Iteration 9Q: 3 clusters Score -3805061 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3805755.000000 Penalty: 5082.515137
	Iteration 10Q: 3 clusters Score -3805755 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3806427.250000 Penalty: 5082.515137
	Iteration 11Q: 3 clusters Score -3806427 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -3807038.500000 Penalty: 5082.515137
	Iteration 12Q: 3 clusters Score -3807038 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3807556.500000 Penalty: 5082.515137
	Iteration 13Q: 3 clusters Score -3807556 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3807921.500000 Penalty: 5082.515137
	Iteration 14Q: 3 clusters Score -3807922 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3808156.500000 Penalty: 5082.515137
	Iteration 15Q: 3 clusters Score -3808156 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3808312.750000 Penalty: 5082.515137
	Iteration 16Q: 3 clusters Score -3808313 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27217 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3808436.000000 Penalty: 5082.515137
	Iteration 17Q: 3 clusters Score -3808436 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3808508.250000 Penalty: 5082.515137
	Iteration 18Q: 3 clusters Score -3808508 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3808568.500000 Penalty: 5082.515137
	Iteration 19Q: 3 clusters Score -3808568 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3808610.000000 Penalty: 5082.515137
	Iteration 20F: 3 clusters Score -3808610 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27464 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3808652.000000 Penalty: 5082.515137
	Iteration 21Q: 3 clusters Score -3808652 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3808681.500000 Penalty: 5082.515137
	Iteration 22Q: 3 clusters Score -3808682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3808700.000000 Penalty: 5082.515137
	Iteration 23Q: 3 clusters Score -3808700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3808712.000000 Penalty: 5082.515137
	Iteration 24Q: 3 clusters Score -3808712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3808724.750000 Penalty: 5082.515137
	Iteration 25Q: 3 clusters Score -3808725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3808728.000000 Penalty: 5082.515137
	Iteration 26Q: 3 clusters Score -3808728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3808735.750000 Penalty: 5082.515137
	Iteration 27Q: 3 clusters Score -3808736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3808742.000000 Penalty: 5082.515137
	Iteration 28Q: 3 clusters Score -3808742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3808745.000000 Penalty: 5082.515137
	Iteration 29Q: 3 clusters Score -3808745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3808746.750000 Penalty: 5082.515137
	Iteration 30Q: 3 clusters Score -3808747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3808749.000000 Penalty: 5082.515137
	Iteration 31Q: 3 clusters Score -3808749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3808749.000000 Penalty: 5082.515137
	Iteration 32F: 3 clusters Score -3808749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -67670.484375 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -67670.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66117.812500 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -66117.81 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66289.460938 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -66289.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66347.140625 Penalty: 3088.362305
	Iteration 2Q: 3 clusters Score -66347.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66357.250000 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -66357.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66369.390625 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -66369.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66371.414062 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -66371.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66371.414062 Penalty: 3088.362305
	Iteration 6F: 3 clusters Score -66371.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27695 members 
Mstep: Class 4 contains 42723 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27247 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 5019 members 
Mstep: Class 9 contains 4370 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15893 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 15 contains 7522 members 
Mstep: Class 16 contains 72461 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164298 members 
Mstep: Class 19 contains 14669 members 
Mstep: Class 20 contains 29485 members 
Mstep: Class 21 contains 234672 members 
Mstep: Class 22 contains 12831 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48952 members 
Mstep: Class 25 contains 145999 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10536 members 
Mstep: Class 28 contains 28198 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248504.000000 Penalty: 98657.695312
Iteration 159Q: 30 clusters Score -1.222485e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27718 members 
Mstep: Class 4 contains 42683 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27252 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 4941 members 
Mstep: Class 9 contains 4365 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15903 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4705 members 
Mstep: Class 15 contains 7523 members 
Mstep: Class 16 contains 72375 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164338 members 
Mstep: Class 19 contains 14534 members 
Mstep: Class 20 contains 29472 members 
Mstep: Class 21 contains 234821 members 
Mstep: Class 22 contains 12845 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48947 members 
Mstep: Class 25 contains 146099 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10547 members 
Mstep: Class 28 contains 28198 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248584.000000 Penalty: 98657.695312
Iteration 160F: 30 clusters Score -1.222486e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27741 members 
Mstep: Class 4 contains 42637 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27254 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 4853 members 
Mstep: Class 9 contains 4350 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15913 members 
Mstep: Class 12 contains 399 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4709 members 
Mstep: Class 15 contains 7523 members 
Mstep: Class 16 contains 72323 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164367 members 
Mstep: Class 19 contains 14407 members 
Mstep: Class 20 contains 29458 members 
Mstep: Class 21 contains 234996 members 
Mstep: Class 22 contains 12869 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48950 members 
Mstep: Class 25 contains 146160 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10557 members 
Mstep: Class 28 contains 28200 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248656.000000 Penalty: 98657.695312
Iteration 161Q: 30 clusters Score -1.222487e+08 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27772 members 
Mstep: Class 4 contains 42589 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27257 members 
Mstep: Class 7 contains 4475 members 
Mstep: Class 8 contains 4761 members 
Mstep: Class 9 contains 4339 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15933 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 15 contains 7522 members 
Mstep: Class 16 contains 72252 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164393 members 
Mstep: Class 19 contains 14285 members 
Mstep: Class 20 contains 29441 members 
Mstep: Class 21 contains 235188 members 
Mstep: Class 22 contains 12891 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48944 members 
Mstep: Class 25 contains 146214 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10563 members 
Mstep: Class 28 contains 28202 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248560.000000 Penalty: 98657.695312
Iteration 162Q: 30 clusters Score -1.222486e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27797 members 
Mstep: Class 4 contains 42556 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27265 members 
Mstep: Class 7 contains 4472 members 
Mstep: Class 8 contains 4669 members 
Mstep: Class 9 contains 4330 members 
Mstep: Class 10 contains 1207 members 
Mstep: Class 11 contains 15945 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4722 members 
Mstep: Class 15 contains 7521 members 
Mstep: Class 16 contains 72195 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164430 members 
Mstep: Class 19 contains 14168 members 
Mstep: Class 20 contains 29430 members 
Mstep: Class 21 contains 235360 members 
Mstep: Class 22 contains 12900 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48942 members 
Mstep: Class 25 contains 146262 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10568 members 
Mstep: Class 28 contains 28206 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248608.000000 Penalty: 98657.695312
Iteration 163Q: 30 clusters Score -1.222486e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27836 members 
Mstep: Class 4 contains 42533 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27266 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 4581 members 
Mstep: Class 9 contains 4317 members 
Mstep: Class 10 contains 1208 members 
Mstep: Class 11 contains 15955 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 7521 members 
Mstep: Class 16 contains 72155 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164456 members 
Mstep: Class 19 contains 14074 members 
Mstep: Class 20 contains 29420 members 
Mstep: Class 21 contains 235554 members 
Mstep: Class 22 contains 12903 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48944 members 
Mstep: Class 25 contains 146249 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10571 members 
Mstep: Class 28 contains 28206 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248808.000000 Penalty: 98657.695312
Iteration 164Q: 30 clusters Score -1.222488e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27874 members 
Mstep: Class 4 contains 42507 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27266 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 4496 members 
Mstep: Class 9 contains 4304 members 
Mstep: Class 10 contains 1210 members 
Mstep: Class 11 contains 15965 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 7521 members 
Mstep: Class 16 contains 72092 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164493 members 
Mstep: Class 19 contains 13972 members 
Mstep: Class 20 contains 29411 members 
Mstep: Class 21 contains 235728 members 
Mstep: Class 22 contains 12915 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48940 members 
Mstep: Class 25 contains 146262 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10577 members 
Mstep: Class 28 contains 28209 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249024.000000 Penalty: 98657.695312
Iteration 165Q: 30 clusters Score -1.22249e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27924 members 
Mstep: Class 4 contains 42477 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27267 members 
Mstep: Class 7 contains 4468 members 
Mstep: Class 8 contains 4417 members 
Mstep: Class 9 contains 4289 members 
Mstep: Class 10 contains 1210 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 7522 members 
Mstep: Class 16 contains 72039 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164513 members 
Mstep: Class 19 contains 13872 members 
Mstep: Class 20 contains 29399 members 
Mstep: Class 21 contains 235935 members 
Mstep: Class 22 contains 12922 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48938 members 
Mstep: Class 25 contains 146250 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10586 members 
Mstep: Class 28 contains 28208 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248840.000000 Penalty: 98657.695312
Iteration 166Q: 30 clusters Score -1.222488e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 27979 members 
Mstep: Class 4 contains 42450 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27267 members 
Mstep: Class 7 contains 4470 members 
Mstep: Class 8 contains 4337 members 
Mstep: Class 9 contains 4270 members 
Mstep: Class 10 contains 1211 members 
Mstep: Class 11 contains 15979 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 7521 members 
Mstep: Class 16 contains 71999 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164539 members 
Mstep: Class 19 contains 13776 members 
Mstep: Class 20 contains 29385 members 
Mstep: Class 21 contains 236128 members 
Mstep: Class 22 contains 12941 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48936 members 
Mstep: Class 25 contains 146214 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10593 members 
Mstep: Class 28 contains 28209 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249168.000000 Penalty: 98657.695312
Iteration 167Q: 30 clusters Score -1.222492e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28036 members 
Mstep: Class 4 contains 42427 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27269 members 
Mstep: Class 7 contains 4471 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 4261 members 
Mstep: Class 10 contains 1212 members 
Mstep: Class 11 contains 15988 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 7521 members 
Mstep: Class 16 contains 71966 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164544 members 
Mstep: Class 19 contains 13682 members 
Mstep: Class 20 contains 29377 members 
Mstep: Class 21 contains 236355 members 
Mstep: Class 22 contains 12952 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48932 members 
Mstep: Class 25 contains 146139 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10595 members 
Mstep: Class 28 contains 28210 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249248.000000 Penalty: 98657.695312
Iteration 168Q: 30 clusters Score -1.222492e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28100 members 
Mstep: Class 4 contains 42388 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27271 members 
Mstep: Class 7 contains 4466 members 
Mstep: Class 8 contains 4205 members 
Mstep: Class 9 contains 4248 members 
Mstep: Class 10 contains 1214 members 
Mstep: Class 11 contains 15995 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 7521 members 
Mstep: Class 16 contains 71906 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 164588 members 
Mstep: Class 19 contains 13581 members 
Mstep: Class 20 contains 29369 members 
Mstep: Class 21 contains 236612 members 
Mstep: Class 22 contains 12970 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48933 members 
Mstep: Class 25 contains 146031 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10598 members 
Mstep: Class 28 contains 28210 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249272.000000 Penalty: 98657.695312
Iteration 169Q: 30 clusters Score -1.222493e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28144 members 
Mstep: Class 4 contains 42325 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27272 members 
Mstep: Class 7 contains 4464 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 4239 members 
Mstep: Class 10 contains 1216 members 
Mstep: Class 11 contains 15999 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 7521 members 
Mstep: Class 16 contains 71848 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 164647 members 
Mstep: Class 19 contains 13477 members 
Mstep: Class 20 contains 29362 members 
Mstep: Class 21 contains 236878 members 
Mstep: Class 22 contains 12988 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48933 members 
Mstep: Class 25 contains 145938 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10601 members 
Mstep: Class 28 contains 28211 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249248.000000 Penalty: 98657.695312
Iteration 170Q: 30 clusters Score -1.222492e+08 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28187 members 
Mstep: Class 4 contains 42284 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27272 members 
Mstep: Class 7 contains 4460 members 
Mstep: Class 8 contains 4081 members 
Mstep: Class 9 contains 4234 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 16004 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4750 members 
Mstep: Class 15 contains 7521 members 
Mstep: Class 16 contains 71807 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 164699 members 
Mstep: Class 19 contains 13374 members 
Mstep: Class 20 contains 29353 members 
Mstep: Class 21 contains 237141 members 
Mstep: Class 22 contains 13008 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48932 members 
Mstep: Class 25 contains 145810 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10602 members 
Mstep: Class 28 contains 28210 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249304.000000 Penalty: 98657.695312
Iteration 171Q: 30 clusters Score -1.222493e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28232 members 
Mstep: Class 4 contains 42257 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27276 members 
Mstep: Class 7 contains 4455 members 
Mstep: Class 8 contains 4021 members 
Mstep: Class 9 contains 4230 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 16009 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 7522 members 
Mstep: Class 16 contains 71766 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 164747 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 29346 members 
Mstep: Class 21 contains 237429 members 
Mstep: Class 22 contains 13013 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48933 members 
Mstep: Class 25 contains 145654 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10603 members 
Mstep: Class 28 contains 28209 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249320.000000 Penalty: 98657.695312
Iteration 172Q: 30 clusters Score -1.222493e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28271 members 
Mstep: Class 4 contains 42221 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27282 members 
Mstep: Class 7 contains 4451 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 4224 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 16011 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 7522 members 
Mstep: Class 16 contains 71721 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 164793 members 
Mstep: Class 19 contains 13151 members 
Mstep: Class 20 contains 29340 members 
Mstep: Class 21 contains 237755 members 
Mstep: Class 22 contains 13022 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48934 members 
Mstep: Class 25 contains 145471 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10606 members 
Mstep: Class 28 contains 28208 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249248.000000 Penalty: 98657.695312
Iteration 173Q: 30 clusters Score -1.222492e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28319 members 
Mstep: Class 4 contains 42188 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27287 members 
Mstep: Class 7 contains 4449 members 
Mstep: Class 8 contains 3923 members 
Mstep: Class 9 contains 4221 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 16014 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 71666 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 164828 members 
Mstep: Class 19 contains 13031 members 
Mstep: Class 20 contains 29332 members 
Mstep: Class 21 contains 238131 members 
Mstep: Class 22 contains 13036 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48934 members 
Mstep: Class 25 contains 145252 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10608 members 
Mstep: Class 28 contains 28208 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249344.000000 Penalty: 98657.695312
Iteration 174Q: 30 clusters Score -1.222493e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28379 members 
Mstep: Class 4 contains 42157 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27287 members 
Mstep: Class 7 contains 4448 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 4220 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 16018 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4783 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 71597 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 164858 members 
Mstep: Class 19 contains 12908 members 
Mstep: Class 20 contains 29328 members 
Mstep: Class 21 contains 238603 members 
Mstep: Class 22 contains 13052 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48934 members 
Mstep: Class 25 contains 144935 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10608 members 
Mstep: Class 28 contains 28211 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249488.000000 Penalty: 98657.695312
Iteration 175Q: 30 clusters Score -1.222495e+08 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28439 members 
Mstep: Class 4 contains 42121 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27288 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3840 members 
Mstep: Class 9 contains 4212 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 16022 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 71527 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 164883 members 
Mstep: Class 19 contains 12780 members 
Mstep: Class 20 contains 29324 members 
Mstep: Class 21 contains 239139 members 
Mstep: Class 22 contains 13058 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48935 members 
Mstep: Class 25 contains 144577 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10609 members 
Mstep: Class 28 contains 28216 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249776.000000 Penalty: 98657.695312
Iteration 176Q: 30 clusters Score -1.222498e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28498 members 
Mstep: Class 4 contains 42095 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27287 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3810 members 
Mstep: Class 9 contains 4206 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 16025 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 7523 members 
Mstep: Class 16 contains 71459 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 164905 members 
Mstep: Class 19 contains 12657 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 239710 members 
Mstep: Class 22 contains 13058 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48934 members 
Mstep: Class 25 contains 144165 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10613 members 
Mstep: Class 28 contains 28218 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Iteration 177Q: 30 clusters Score -1.222499e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28558 members 
Mstep: Class 4 contains 42071 members 
Mstep: Class 5 contains 759 members 
Mstep: Class 6 contains 27287 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3787 members 
Mstep: Class 9 contains 4199 members 
Mstep: Class 10 contains 1214 members 
Mstep: Class 11 contains 16027 members 
Mstep: Class 12 contains 396 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4801 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 71409 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 164943 members 
Mstep: Class 19 contains 12536 members 
Mstep: Class 20 contains 29320 members 
Mstep: Class 21 contains 240314 members 
Mstep: Class 22 contains 13064 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48934 members 
Mstep: Class 25 contains 143678 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10615 members 
Mstep: Class 28 contains 28219 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 30 clusters Score -1.222499e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28609 members 
Mstep: Class 4 contains 42050 members 
Mstep: Class 5 contains 760 members 
Mstep: Class 6 contains 27287 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 4195 members 
Mstep: Class 10 contains 1214 members 
Mstep: Class 11 contains 16028 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4803 members 
Mstep: Class 15 contains 7525 members 
Mstep: Class 16 contains 71345 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 164979 members 
Mstep: Class 19 contains 12405 members 
Mstep: Class 20 contains 29319 members 
Mstep: Class 21 contains 240999 members 
Mstep: Class 22 contains 13063 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48934 members 
Mstep: Class 25 contains 143155 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10621 members 
Mstep: Class 28 contains 28220 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Iteration 179Q: 30 clusters Score -1.222496e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28673 members 
Mstep: Class 4 contains 42028 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27289 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3724 members 
Mstep: Class 9 contains 4189 members 
Mstep: Class 10 contains 1213 members 
Mstep: Class 11 contains 16031 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4806 members 
Mstep: Class 15 contains 7525 members 
Mstep: Class 16 contains 71265 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 165012 members 
Mstep: Class 19 contains 12275 members 
Mstep: Class 20 contains 29317 members 
Mstep: Class 21 contains 241693 members 
Mstep: Class 22 contains 13069 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48934 members 
Mstep: Class 25 contains 142611 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10624 members 
Mstep: Class 28 contains 28222 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 30 clusters Score -1.222492e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28732 members 
Mstep: Class 4 contains 42010 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27288 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3700 members 
Mstep: Class 9 contains 4189 members 
Mstep: Class 10 contains 1212 members 
Mstep: Class 11 contains 16031 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4809 members 
Mstep: Class 15 contains 7527 members 
Mstep: Class 16 contains 71191 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 165025 members 
Mstep: Class 19 contains 12138 members 
Mstep: Class 20 contains 29312 members 
Mstep: Class 21 contains 242398 members 
Mstep: Class 22 contains 13074 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48934 members 
Mstep: Class 25 contains 142076 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10635 members 
Mstep: Class 28 contains 28219 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Iteration 181Q: 30 clusters Score -1.22249e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28800 members 
Mstep: Class 4 contains 41994 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27287 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3678 members 
Mstep: Class 9 contains 4187 members 
Mstep: Class 10 contains 1215 members 
Mstep: Class 11 contains 16031 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4815 members 
Mstep: Class 15 contains 7526 members 
Mstep: Class 16 contains 71126 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 165047 members 
Mstep: Class 19 contains 11987 members 
Mstep: Class 20 contains 29310 members 
Mstep: Class 21 contains 243067 members 
Mstep: Class 22 contains 13074 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48934 members 
Mstep: Class 25 contains 141563 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10639 members 
Mstep: Class 28 contains 28220 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Score: -122248840.000000 Penalty: 98657.695312
Iteration 182Q: 30 clusters Score -1.222488e+08 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28871 members 
Mstep: Class 4 contains 41986 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27289 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 4186 members 
Mstep: Class 10 contains 1215 members 
Mstep: Class 11 contains 16032 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4821 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 71051 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 165110 members 
Mstep: Class 19 contains 11837 members 
Mstep: Class 20 contains 29306 members 
Mstep: Class 21 contains 243767 members 
Mstep: Class 22 contains 13079 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48932 members 
Mstep: Class 25 contains 140970 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10646 members 
Mstep: Class 28 contains 28219 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Score: -122248936.000000 Penalty: 98657.695312
Iteration 183Q: 30 clusters Score -1.222489e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 28936 members 
Mstep: Class 4 contains 41979 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27286 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3647 members 
Mstep: Class 9 contains 4182 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 16032 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 7522 members 
Mstep: Class 16 contains 71004 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 165179 members 
Mstep: Class 19 contains 11682 members 
Mstep: Class 20 contains 29302 members 
Mstep: Class 21 contains 244382 members 
Mstep: Class 22 contains 13081 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48932 members 
Mstep: Class 25 contains 140437 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10652 members 
Mstep: Class 28 contains 28220 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Score: -122248824.000000 Penalty: 98657.695312
Iteration 184Q: 30 clusters Score -1.222488e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 29010 members 
Mstep: Class 4 contains 41971 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27284 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 4178 members 
Mstep: Class 10 contains 1216 members 
Mstep: Class 11 contains 16034 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4837 members 
Mstep: Class 15 contains 7523 members 
Mstep: Class 16 contains 70965 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 165234 members 
Mstep: Class 19 contains 11509 members 
Mstep: Class 20 contains 29300 members 
Mstep: Class 21 contains 244951 members 
Mstep: Class 22 contains 13091 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48932 members 
Mstep: Class 25 contains 139960 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10657 members 
Mstep: Class 28 contains 28217 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Score: -122248768.000000 Penalty: 98657.695312
Iteration 185Q: 30 clusters Score -1.222488e+08 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 29117 members 
Mstep: Class 4 contains 41967 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27283 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3618 members 
Mstep: Class 9 contains 4177 members 
Mstep: Class 10 contains 1215 members 
Mstep: Class 11 contains 16038 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4848 members 
Mstep: Class 15 contains 7523 members 
Mstep: Class 16 contains 70913 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 165327 members 
Mstep: Class 19 contains 11326 members 
Mstep: Class 20 contains 29299 members 
Mstep: Class 21 contains 245389 members 
Mstep: Class 22 contains 13086 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48930 members 
Mstep: Class 25 contains 139567 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10662 members 
Mstep: Class 28 contains 28215 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Score: -122248416.000000 Penalty: 98657.695312
Iteration 186Q: 30 clusters Score -1.222484e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 29218 members 
Mstep: Class 4 contains 41963 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27283 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 4175 members 
Mstep: Class 10 contains 1214 members 
Mstep: Class 11 contains 16041 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4854 members 
Mstep: Class 15 contains 7525 members 
Mstep: Class 16 contains 70847 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 165404 members 
Mstep: Class 19 contains 11143 members 
Mstep: Class 20 contains 29294 members 
Mstep: Class 21 contains 245846 members 
Mstep: Class 22 contains 13096 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48931 members 
Mstep: Class 25 contains 139184 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10664 members 
Mstep: Class 28 contains 28215 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248192.000000 Penalty: 98657.695312
Iteration 187Q: 30 clusters Score -1.222482e+08 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 29295 members 
Mstep: Class 4 contains 41957 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27282 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 4173 members 
Mstep: Class 10 contains 1217 members 
Mstep: Class 11 contains 16041 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4865 members 
Mstep: Class 15 contains 7527 members 
Mstep: Class 16 contains 70788 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 165488 members 
Mstep: Class 19 contains 10983 members 
Mstep: Class 20 contains 29293 members 
Mstep: Class 21 contains 246238 members 
Mstep: Class 22 contains 13093 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48931 members 
Mstep: Class 25 contains 138852 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10673 members 
Mstep: Class 28 contains 28214 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247752.000000 Penalty: 98657.695312
Iteration 188Q: 30 clusters Score -1.222478e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 29388 members 
Mstep: Class 4 contains 41957 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27283 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3578 members 
Mstep: Class 9 contains 4171 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 16041 members 
Mstep: Class 12 contains 394 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4876 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 70735 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 165553 members 
Mstep: Class 19 contains 10814 members 
Mstep: Class 20 contains 29294 members 
Mstep: Class 21 contains 246573 members 
Mstep: Class 22 contains 13093 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48931 members 
Mstep: Class 25 contains 138571 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10679 members 
Mstep: Class 28 contains 28215 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Iteration 189Q: 30 clusters Score -1.222477e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 29463 members 
Mstep: Class 4 contains 41939 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27280 members 
Mstep: Class 7 contains 4448 members 
Mstep: Class 8 contains 3568 members 
Mstep: Class 9 contains 4167 members 
Mstep: Class 10 contains 1223 members 
Mstep: Class 11 contains 16042 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4894 members 
Mstep: Class 15 contains 7532 members 
Mstep: Class 16 contains 70710 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 165611 members 
Mstep: Class 19 contains 10629 members 
Mstep: Class 20 contains 29292 members 
Mstep: Class 21 contains 246917 members 
Mstep: Class 22 contains 13093 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48931 members 
Mstep: Class 25 contains 138307 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10683 members 
Mstep: Class 28 contains 28215 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247504.000000 Penalty: 98657.695312
Iteration 190Q: 30 clusters Score -1.222475e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 29528 members 
Mstep: Class 4 contains 41931 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27281 members 
Mstep: Class 7 contains 4450 members 
Mstep: Class 8 contains 3557 members 
Mstep: Class 9 contains 4161 members 
Mstep: Class 10 contains 1223 members 
Mstep: Class 11 contains 16046 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4916 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 70674 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 165665 members 
Mstep: Class 19 contains 10456 members 
Mstep: Class 20 contains 29288 members 
Mstep: Class 21 contains 247263 members 
Mstep: Class 22 contains 13092 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48930 members 
Mstep: Class 25 contains 138042 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10687 members 
Mstep: Class 28 contains 28216 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Score: -122247392.000000 Penalty: 98657.695312
Iteration 191Q: 30 clusters Score -1.222474e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 29601 members 
Mstep: Class 4 contains 41927 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27285 members 
Mstep: Class 7 contains 4450 members 
Mstep: Class 8 contains 3546 members 
Mstep: Class 9 contains 4153 members 
Mstep: Class 10 contains 1223 members 
Mstep: Class 11 contains 16050 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4945 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 70636 members 
Mstep: Class 17 contains 410 members 
Mstep: Class 18 contains 165730 members 
Mstep: Class 19 contains 10315 members 
Mstep: Class 20 contains 29282 members 
Mstep: Class 21 contains 247522 members 
Mstep: Class 22 contains 13093 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48931 members 
Mstep: Class 25 contains 137806 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10695 members 
Mstep: Class 28 contains 28215 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Score: -122247104.000000 Penalty: 98657.695312
Iteration 192Q: 30 clusters Score -1.222471e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 29666 members 
Mstep: Class 4 contains 41919 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27287 members 
Mstep: Class 7 contains 4450 members 
Mstep: Class 8 contains 3540 members 
Mstep: Class 9 contains 4142 members 
Mstep: Class 10 contains 1224 members 
Mstep: Class 11 contains 16053 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 4975 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 70602 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 165806 members 
Mstep: Class 19 contains 10173 members 
Mstep: Class 20 contains 29276 members 
Mstep: Class 21 contains 247711 members 
Mstep: Class 22 contains 13107 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48930 members 
Mstep: Class 25 contains 137631 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10699 members 
Mstep: Class 28 contains 28215 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Iteration 193Q: 30 clusters Score -1.222471e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 29722 members 
Mstep: Class 4 contains 41920 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27287 members 
Mstep: Class 7 contains 4450 members 
Mstep: Class 8 contains 3531 members 
Mstep: Class 9 contains 4134 members 
Mstep: Class 10 contains 1222 members 
Mstep: Class 11 contains 16056 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5010 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 70576 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 165889 members 
Mstep: Class 19 contains 10054 members 
Mstep: Class 20 contains 29276 members 
Mstep: Class 21 contains 247898 members 
Mstep: Class 22 contains 13093 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48930 members 
Mstep: Class 25 contains 137443 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10700 members 
Mstep: Class 28 contains 28213 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Iteration 194Q: 30 clusters Score -1.222471e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 29779 members 
Mstep: Class 4 contains 41907 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27290 members 
Mstep: Class 7 contains 4450 members 
Mstep: Class 8 contains 3519 members 
Mstep: Class 9 contains 4124 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 16058 members 
Mstep: Class 12 contains 395 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5050 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 70555 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 165959 members 
Mstep: Class 19 contains 9946 members 
Mstep: Class 20 contains 29276 members 
Mstep: Class 21 contains 248099 members 
Mstep: Class 22 contains 13082 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48929 members 
Mstep: Class 25 contains 137244 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10701 members 
Mstep: Class 28 contains 28213 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
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Iteration 195Q: 30 clusters Score -1.222469e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 29835 members 
Mstep: Class 4 contains 41897 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27291 members 
Mstep: Class 7 contains 4449 members 
Mstep: Class 8 contains 3508 members 
Mstep: Class 9 contains 4117 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 16058 members 
Mstep: Class 12 contains 396 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5084 members 
Mstep: Class 15 contains 7544 members 
Mstep: Class 16 contains 70521 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166043 members 
Mstep: Class 19 contains 9834 members 
Mstep: Class 20 contains 29273 members 
Mstep: Class 21 contains 248297 members 
Mstep: Class 22 contains 13073 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48929 members 
Mstep: Class 25 contains 137050 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10704 members 
Mstep: Class 28 contains 28216 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246800.000000 Penalty: 98657.695312
Iteration 196Q: 30 clusters Score -1.222468e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 29882 members 
Mstep: Class 4 contains 41879 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27295 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3499 members 
Mstep: Class 9 contains 4101 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 16059 members 
Mstep: Class 12 contains 396 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 15 contains 7544 members 
Mstep: Class 16 contains 70486 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166117 members 
Mstep: Class 19 contains 9742 members 
Mstep: Class 20 contains 29272 members 
Mstep: Class 21 contains 248436 members 
Mstep: Class 22 contains 13081 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48928 members 
Mstep: Class 25 contains 136912 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10708 members 
Mstep: Class 28 contains 28220 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246720.000000 Penalty: 98657.695312
Iteration 197Q: 30 clusters Score -1.222467e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 29930 members 
Mstep: Class 4 contains 41866 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27296 members 
Mstep: Class 7 contains 4447 members 
Mstep: Class 8 contains 3491 members 
Mstep: Class 9 contains 4089 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 16059 members 
Mstep: Class 12 contains 396 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5146 members 
Mstep: Class 15 contains 7544 members 
Mstep: Class 16 contains 70457 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166198 members 
Mstep: Class 19 contains 9664 members 
Mstep: Class 20 contains 29274 members 
Mstep: Class 21 contains 248549 members 
Mstep: Class 22 contains 13080 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48928 members 
Mstep: Class 25 contains 136772 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10712 members 
Mstep: Class 28 contains 28222 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246696.000000 Penalty: 98657.695312
Iteration 198Q: 30 clusters Score -1.222467e+08 nChanged 772
Entering ConstructFrom: 
Score: -122246696.000000 Penalty: 98657.695312
Entering ConstructFrom: 
Trying to split cluster 1 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -24645.960938 Penalty: 1328.433472
	Iteration 0F: 2 clusters Score -24645.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -23560.250000 Penalty: 2656.866943
	Iteration 0F: 3 clusters Score -23560.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23662.849609 Penalty: 2656.866943
	Iteration 1F: 3 clusters Score -23662.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23699.929688 Penalty: 2656.866943
	Iteration 2Q: 3 clusters Score -23699.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -23718.009766 Penalty: 2656.866943
	Iteration 3Q: 3 clusters Score -23718.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23722.562500 Penalty: 2656.866943
	Iteration 4Q: 3 clusters Score -23722.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23722.562500 Penalty: 2656.866943
	Iteration 5F: 3 clusters Score -23722.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -63852.785156 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -63852.79 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 224 members 
Entering Unmasked Estep 
Score: -62358.765625 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -62358.77 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62515.109375 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -62515.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62560.292969 Penalty: 3062.197998
	Iteration 2Q: 3 clusters Score -62560.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -62576.175781 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -62576.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62589.054688 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -62589.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -62597.718750 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -62597.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62600.488281 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -62600.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62603.101562 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -62603.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62603.101562 Penalty: 3062.197998
	Iteration 8F: 3 clusters Score -62603.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Entering Unmasked Estep 
Score: -4200904.000000 Penalty: 2556.322510
	Iteration 0F: 2 clusters Score -4200904 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 14984 members 
Entering Unmasked Estep 
Score: -4180304.750000 Penalty: 5112.645020
	Iteration 0F: 3 clusters Score -4180305 nChanged 13460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4187524.500000 Penalty: 5112.645020
	Iteration 1F: 3 clusters Score -4187524 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -4187917.500000 Penalty: 5112.645020
	Iteration 2Q: 3 clusters Score -4187918 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -4188259.000000 Penalty: 5112.645020
	Iteration 3Q: 3 clusters Score -4188259 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -4188553.750000 Penalty: 5112.645020
	Iteration 4Q: 3 clusters Score -4188554 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -4188861.000000 Penalty: 5112.645020
	Iteration 5Q: 3 clusters Score -4188861 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -4189148.750000 Penalty: 5112.645020
	Iteration 6Q: 3 clusters Score -4189149 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -4189514.750000 Penalty: 5112.645020
	Iteration 7Q: 3 clusters Score -4189515 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -4189937.500000 Penalty: 5112.645020
	Iteration 8Q: 3 clusters Score -4189938 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -4190533.500000 Penalty: 5112.645020
	Iteration 9Q: 3 clusters Score -4190534 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -4191293.250000 Penalty: 5112.645020
	Iteration 10Q: 3 clusters Score -4191293 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -4192359.000000 Penalty: 5112.645020
	Iteration 11F: 3 clusters Score -4192359 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -4193702.250000 Penalty: 5112.645020
	Iteration 12F: 3 clusters Score -4193702 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -4195222.500000 Penalty: 5112.645020
	Iteration 13F: 3 clusters Score -4195222 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -4196589.000000 Penalty: 5112.645020
	Iteration 14F: 3 clusters Score -4196589 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -4197708.500000 Penalty: 5112.645020
	Iteration 15Q: 3 clusters Score -4197708 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -4198553.500000 Penalty: 5112.645020
	Iteration 16Q: 3 clusters Score -4198554 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -4199131.500000 Penalty: 5112.645020
	Iteration 17Q: 3 clusters Score -4199132 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -4199458.000000 Penalty: 5112.645020
	Iteration 18Q: 3 clusters Score -4199458 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 16806 members 
Entering Unmasked Estep 
Score: -4199580.500000 Penalty: 5112.645020
	Iteration 19Q: 3 clusters Score -4199580 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -4199615.000000 Penalty: 5112.645020
	Iteration 20F: 3 clusters Score -4199615 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -4199644.000000 Penalty: 5112.645020
	Iteration 21Q: 3 clusters Score -4199644 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -4199655.500000 Penalty: 5112.645020
	Iteration 22Q: 3 clusters Score -4199656 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -4199656.500000 Penalty: 5112.645020
	Iteration 23Q: 3 clusters Score -4199656 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -4199657.000000 Penalty: 5112.645020
	Iteration 24Q: 3 clusters Score -4199657 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4199659.000000 Penalty: 5112.645020
	Iteration 25Q: 3 clusters Score -4199659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -4199664.000000 Penalty: 5112.645020
	Iteration 26Q: 3 clusters Score -4199664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -4199663.500000 Penalty: 5112.645020
	Iteration 27Q: 3 clusters Score -4199664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -4199662.000000 Penalty: 5112.645020
	Iteration 28Q: 3 clusters Score -4199662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4199663.500000 Penalty: 5112.645020
	Iteration 29Q: 3 clusters Score -4199664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4199663.500000 Penalty: 5112.645020
	Iteration 30F: 3 clusters Score -4199664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Entering Unmasked Estep 
Score: -5829918.000000 Penalty: 2639.237305
	Iteration 0F: 2 clusters Score -5829918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -5801488.500000 Penalty: 5278.474609
	Iteration 0F: 3 clusters Score -5801488 nChanged 19272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -5812063.000000 Penalty: 5278.474609
	Iteration 1F: 3 clusters Score -5812063 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -5812442.500000 Penalty: 5278.474609
	Iteration 2Q: 3 clusters Score -5812442 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -5812745.500000 Penalty: 5278.474609
	Iteration 3Q: 3 clusters Score -5812746 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -5813004.000000 Penalty: 5278.474609
	Iteration 4Q: 3 clusters Score -5813004 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -5813276.000000 Penalty: 5278.474609
	Iteration 5Q: 3 clusters Score -5813276 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -5813573.000000 Penalty: 5278.474609
	Iteration 6Q: 3 clusters Score -5813573 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -5813883.000000 Penalty: 5278.474609
	Iteration 7Q: 3 clusters Score -5813883 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -5814292.500000 Penalty: 5278.474609
	Iteration 8Q: 3 clusters Score -5814292 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -5814905.000000 Penalty: 5278.474609
	Iteration 9Q: 3 clusters Score -5814905 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -5815770.500000 Penalty: 5278.474609
	Iteration 10Q: 3 clusters Score -5815770 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -5817080.000000 Penalty: 5278.474609
	Iteration 11F: 3 clusters Score -5817080 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -5818934.000000 Penalty: 5278.474609
	Iteration 12F: 3 clusters Score -5818934 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -5821266.000000 Penalty: 5278.474609
	Iteration 13F: 3 clusters Score -5821266 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -5823563.000000 Penalty: 5278.474609
	Iteration 14F: 3 clusters Score -5823563 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5825406.000000 Penalty: 5278.474609
	Iteration 15Q: 3 clusters Score -5825406 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5826506.000000 Penalty: 5278.474609
	Iteration 16Q: 3 clusters Score -5826506 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5827038.500000 Penalty: 5278.474609
	Iteration 17Q: 3 clusters Score -5827038 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5827276.500000 Penalty: 5278.474609
	Iteration 18Q: 3 clusters Score -5827276 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5827439.000000 Penalty: 5278.474609
	Iteration 19Q: 3 clusters Score -5827439 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5827514.500000 Penalty: 5278.474609
	Iteration 20F: 3 clusters Score -5827514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5827579.000000 Penalty: 5278.474609
	Iteration 21Q: 3 clusters Score -5827579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -5827608.000000 Penalty: 5278.474609
	Iteration 22Q: 3 clusters Score -5827608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41505 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5827621.500000 Penalty: 5278.474609
	Iteration 23Q: 3 clusters Score -5827622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5827630.500000 Penalty: 5278.474609
	Iteration 24Q: 3 clusters Score -5827630 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5827641.500000 Penalty: 5278.474609
	Iteration 25Q: 3 clusters Score -5827642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5827642.000000 Penalty: 5278.474609
	Iteration 26Q: 3 clusters Score -5827642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5827644.500000 Penalty: 5278.474609
	Iteration 27Q: 3 clusters Score -5827644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5827648.000000 Penalty: 5278.474609
	Iteration 28Q: 3 clusters Score -5827648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5827654.000000 Penalty: 5278.474609
	Iteration 29Q: 3 clusters Score -5827654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5827667.000000 Penalty: 5278.474609
	Iteration 30Q: 3 clusters Score -5827667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5827663.000000 Penalty: 5278.474609
	Iteration 31Q: 3 clusters Score -5827663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5827672.500000 Penalty: 5278.474609
	Iteration 32Q: 3 clusters Score -5827672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5827671.000000 Penalty: 5278.474609
	Iteration 33Q: 3 clusters Score -5827671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5827671.000000 Penalty: 5278.474609
	Iteration 34F: 3 clusters Score -5827671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Entering Unmasked Estep 
Score: -98297.015625 Penalty: 1645.389160
	Iteration 0F: 2 clusters Score -98297.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96552.007812 Penalty: 3290.778320
	Iteration 0F: 3 clusters Score -96552.01 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96847.265625 Penalty: 3290.778320
	Iteration 1F: 3 clusters Score -96847.27 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97115.164062 Penalty: 3290.778320
	Iteration 2F: 3 clusters Score -97115.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -97353.242188 Penalty: 3290.778320
	Iteration 3F: 3 clusters Score -97353.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -97504.726562 Penalty: 3290.778320
	Iteration 4F: 3 clusters Score -97504.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -97666.070312 Penalty: 3290.778320
	Iteration 5Q: 3 clusters Score -97666.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -97872.710938 Penalty: 3290.778320
	Iteration 6Q: 3 clusters Score -97872.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -98233.414062 Penalty: 3290.778320
	Iteration 7Q: 3 clusters Score -98233.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -98362.187500 Penalty: 3290.778320
	Iteration 8Q: 3 clusters Score -98362.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -98433.882812 Penalty: 3290.778320
	Iteration 9Q: 3 clusters Score -98433.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -98495.828125 Penalty: 3290.778320
	Iteration 10Q: 3 clusters Score -98495.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -98580.093750 Penalty: 3290.778320
	Iteration 11Q: 3 clusters Score -98580.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -98618.953125 Penalty: 3290.778320
	Iteration 12Q: 3 clusters Score -98618.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -98627.515625 Penalty: 3290.778320
	Iteration 13Q: 3 clusters Score -98627.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -98627.515625 Penalty: 3290.778320
	Iteration 14F: 3 clusters Score -98627.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 29964 members 
Mstep: Class 4 contains 41860 members 
Mstep: Class 5 contains 597 members 
Mstep: Class 6 contains 27299 members 
Mstep: Class 7 contains 4445 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 4081 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 16059 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5176 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 70426 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166250 members 
Mstep: Class 19 contains 9592 members 
Mstep: Class 20 contains 29268 members 
Mstep: Class 21 contains 248718 members 
Mstep: Class 22 contains 13072 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48929 members 
Mstep: Class 25 contains 136624 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10718 members 
Mstep: Class 28 contains 28223 members 
Mstep: Class 29 contains 506 members 
Mstep: Class 30 contains 164 members 
Entering Unmasked Estep 
Score: -122245088.000000 Penalty: 102059.687500
Splitting cluster 5 changes total score from -122246696.000000 to -122245088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (27299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Entering Unmasked Estep 
Score: -3423208.000000 Penalty: 2533.222168
	Iteration 0F: 2 clusters Score -3423208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3404368.750000 Penalty: 5066.444336
	Iteration 0F: 3 clusters Score -3404369 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3411351.500000 Penalty: 5066.444336
	Iteration 1F: 3 clusters Score -3411352 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -3412278.250000 Penalty: 5066.444336
	Iteration 2F: 3 clusters Score -3412278 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -3413201.000000 Penalty: 5066.444336
	Iteration 3F: 3 clusters Score -3413201 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -3414255.750000 Penalty: 5066.444336
	Iteration 4F: 3 clusters Score -3414256 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -3415531.250000 Penalty: 5066.444336
	Iteration 5F: 3 clusters Score -3415531 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -3416988.000000 Penalty: 5066.444336
	Iteration 6F: 3 clusters Score -3416988 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 17584 members 
Entering Unmasked Estep 
Score: -3418347.750000 Penalty: 5066.444336
	Iteration 7F: 3 clusters Score -3418348 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -3419430.500000 Penalty: 5066.444336
	Iteration 8F: 3 clusters Score -3419430 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -3420168.000000 Penalty: 5066.444336
	Iteration 9Q: 3 clusters Score -3420168 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -3420620.500000 Penalty: 5066.444336
	Iteration 10Q: 3 clusters Score -3420620 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -3420891.250000 Penalty: 5066.444336
	Iteration 11Q: 3 clusters Score -3420891 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3421095.750000 Penalty: 5066.444336
	Iteration 12Q: 3 clusters Score -3421096 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -3421227.500000 Penalty: 5066.444336
	Iteration 13Q: 3 clusters Score -3421228 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3421334.750000 Penalty: 5066.444336
	Iteration 14Q: 3 clusters Score -3421335 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3421431.500000 Penalty: 5066.444336
	Iteration 15Q: 3 clusters Score -3421432 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -3421545.250000 Penalty: 5066.444336
	Iteration 16Q: 3 clusters Score -3421545 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -3421637.500000 Penalty: 5066.444336
	Iteration 17Q: 3 clusters Score -3421638 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3421708.500000 Penalty: 5066.444336
	Iteration 18Q: 3 clusters Score -3421708 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3421814.000000 Penalty: 5066.444336
	Iteration 19Q: 3 clusters Score -3421814 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3421903.000000 Penalty: 5066.444336
	Iteration 20F: 3 clusters Score -3421903 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -3421998.250000 Penalty: 5066.444336
	Iteration 21Q: 3 clusters Score -3421998 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -3422071.250000 Penalty: 5066.444336
	Iteration 22Q: 3 clusters Score -3422071 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -3422152.500000 Penalty: 5066.444336
	Iteration 23Q: 3 clusters Score -3422152 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -3422239.250000 Penalty: 5066.444336
	Iteration 24Q: 3 clusters Score -3422239 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -3422307.750000 Penalty: 5066.444336
	Iteration 25Q: 3 clusters Score -3422308 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -3422371.750000 Penalty: 5066.444336
	Iteration 26Q: 3 clusters Score -3422372 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -3422439.000000 Penalty: 5066.444336
	Iteration 27Q: 3 clusters Score -3422439 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -3422482.000000 Penalty: 5066.444336
	Iteration 28Q: 3 clusters Score -3422482 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3422521.000000 Penalty: 5066.444336
	Iteration 29Q: 3 clusters Score -3422521 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -3422550.250000 Penalty: 5066.444336
	Iteration 30Q: 3 clusters Score -3422550 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -3422593.000000 Penalty: 5066.444336
	Iteration 31Q: 3 clusters Score -3422593 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3422614.000000 Penalty: 5066.444336
	Iteration 32Q: 3 clusters Score -3422614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3422629.500000 Penalty: 5066.444336
	Iteration 33Q: 3 clusters Score -3422630 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -3422643.500000 Penalty: 5066.444336
	Iteration 34Q: 3 clusters Score -3422644 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3422655.750000 Penalty: 5066.444336
	Iteration 35Q: 3 clusters Score -3422656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3422666.250000 Penalty: 5066.444336
	Iteration 36Q: 3 clusters Score -3422666 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -3422690.250000 Penalty: 5066.444336
	Iteration 37Q: 3 clusters Score -3422690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -3422696.000000 Penalty: 5066.444336
	Iteration 38Q: 3 clusters Score -3422696 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -3422702.750000 Penalty: 5066.444336
	Iteration 39Q: 3 clusters Score -3422703 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3422710.250000 Penalty: 5066.444336
	Iteration 40F: 3 clusters Score -3422710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -3422724.500000 Penalty: 5066.444336
	Iteration 41Q: 3 clusters Score -3422724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3422730.750000 Penalty: 5066.444336
	Iteration 42Q: 3 clusters Score -3422731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -3422741.250000 Penalty: 5066.444336
	Iteration 43Q: 3 clusters Score -3422741 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3422747.500000 Penalty: 5066.444336
	Iteration 44Q: 3 clusters Score -3422748 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -3422743.250000 Penalty: 5066.444336
	Iteration 45Q: 3 clusters Score -3422743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3422748.750000 Penalty: 5066.444336
	Iteration 46Q: 3 clusters Score -3422749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -3422753.000000 Penalty: 5066.444336
	Iteration 47Q: 3 clusters Score -3422753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -3422752.500000 Penalty: 5066.444336
	Iteration 48Q: 3 clusters Score -3422752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -3422752.250000 Penalty: 5066.444336
	Iteration 49Q: 3 clusters Score -3422752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -3422758.000000 Penalty: 5066.444336
	Iteration 50Q: 3 clusters Score -3422758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -3422758.250000 Penalty: 5066.444336
	Iteration 51Q: 3 clusters Score -3422758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -3422755.500000 Penalty: 5066.444336
	Iteration 52Q: 3 clusters Score -3422756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -3422752.750000 Penalty: 5066.444336
	Iteration 53Q: 3 clusters Score -3422753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -3422755.250000 Penalty: 5066.444336
	Iteration 54Q: 3 clusters Score -3422755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -3422753.250000 Penalty: 5066.444336
	Iteration 55Q: 3 clusters Score -3422753 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3422761.250000 Penalty: 5066.444336
	Iteration 56Q: 3 clusters Score -3422761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -3422764.750000 Penalty: 5066.444336
	Iteration 57Q: 3 clusters Score -3422765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -3422763.750000 Penalty: 5066.444336
	Iteration 58Q: 3 clusters Score -3422764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -3422765.000000 Penalty: 5066.444336
	Iteration 59Q: 3 clusters Score -3422765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3422767.500000 Penalty: 5066.444336
	Iteration 60F: 3 clusters Score -3422768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3422770.250000 Penalty: 5066.444336
	Iteration 61Q: 3 clusters Score -3422770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -3422770.500000 Penalty: 5066.444336
	Iteration 62Q: 3 clusters Score -3422770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -3422768.750000 Penalty: 5066.444336
	Iteration 63Q: 3 clusters Score -3422769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3422768.000000 Penalty: 5066.444336
	Iteration 64Q: 3 clusters Score -3422768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -3422768.000000 Penalty: 5066.444336
	Iteration 65F: 3 clusters Score -3422768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Entering Unmasked Estep 
Score: -572997.312500 Penalty: 2083.084717
	Iteration 0F: 2 clusters Score -572997.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -568795.812500 Penalty: 4166.169434
	Iteration 0F: 3 clusters Score -568795.8 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -569775.000000 Penalty: 4166.169434
	Iteration 1F: 3 clusters Score -569775 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -569999.375000 Penalty: 4166.169434
	Iteration 2F: 3 clusters Score -569999.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -570152.375000 Penalty: 4166.169434
	Iteration 3F: 3 clusters Score -570152.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -570285.437500 Penalty: 4166.169434
	Iteration 4Q: 3 clusters Score -570285.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -570409.750000 Penalty: 4166.169434
	Iteration 5Q: 3 clusters Score -570409.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -570547.250000 Penalty: 4166.169434
	Iteration 6Q: 3 clusters Score -570547.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -570668.625000 Penalty: 4166.169434
	Iteration 7Q: 3 clusters Score -570668.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -570765.187500 Penalty: 4166.169434
	Iteration 8Q: 3 clusters Score -570765.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -570861.812500 Penalty: 4166.169434
	Iteration 9Q: 3 clusters Score -570861.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -570955.000000 Penalty: 4166.169434
	Iteration 10Q: 3 clusters Score -570955 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -571040.000000 Penalty: 4166.169434
	Iteration 11Q: 3 clusters Score -571040 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -571124.000000 Penalty: 4166.169434
	Iteration 12Q: 3 clusters Score -571124 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -571192.625000 Penalty: 4166.169434
	Iteration 13Q: 3 clusters Score -571192.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -571259.812500 Penalty: 4166.169434
	Iteration 14Q: 3 clusters Score -571259.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -571309.500000 Penalty: 4166.169434
	Iteration 15Q: 3 clusters Score -571309.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -571346.375000 Penalty: 4166.169434
	Iteration 16Q: 3 clusters Score -571346.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -571372.250000 Penalty: 4166.169434
	Iteration 17Q: 3 clusters Score -571372.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -571390.187500 Penalty: 4166.169434
	Iteration 18Q: 3 clusters Score -571390.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -571401.562500 Penalty: 4166.169434
	Iteration 19Q: 3 clusters Score -571401.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -571413.062500 Penalty: 4166.169434
	Iteration 20F: 3 clusters Score -571413.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -571420.625000 Penalty: 4166.169434
	Iteration 21Q: 3 clusters Score -571420.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -571426.437500 Penalty: 4166.169434
	Iteration 22Q: 3 clusters Score -571426.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -571429.312500 Penalty: 4166.169434
	Iteration 23Q: 3 clusters Score -571429.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -571431.500000 Penalty: 4166.169434
	Iteration 24Q: 3 clusters Score -571431.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -571433.000000 Penalty: 4166.169434
	Iteration 25Q: 3 clusters Score -571433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -571436.125000 Penalty: 4166.169434
	Iteration 26Q: 3 clusters Score -571436.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -571436.937500 Penalty: 4166.169434
	Iteration 27Q: 3 clusters Score -571436.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -571437.500000 Penalty: 4166.169434
	Iteration 28Q: 3 clusters Score -571437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -571438.687500 Penalty: 4166.169434
	Iteration 29Q: 3 clusters Score -571438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -571438.687500 Penalty: 4166.169434
	Iteration 30Q: 3 clusters Score -571438.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -571440.750000 Penalty: 4166.169434
	Iteration 31Q: 3 clusters Score -571440.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -571440.000000 Penalty: 4166.169434
	Iteration 32Q: 3 clusters Score -571440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -571440.000000 Penalty: 4166.169434
	Iteration 33F: 3 clusters Score -571440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Entering Unmasked Estep 
Score: -493309.531250 Penalty: 2022.244873
	Iteration 0F: 2 clusters Score -493309.5 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 1765 members 
Entering Unmasked Estep 
Score: -489755.843750 Penalty: 4044.489746
	Iteration 0F: 3 clusters Score -489755.8 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -490561.750000 Penalty: 4044.489746
	Iteration 1F: 3 clusters Score -490561.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -490843.437500 Penalty: 4044.489746
	Iteration 2F: 3 clusters Score -490843.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -490985.125000 Penalty: 4044.489746
	Iteration 3F: 3 clusters Score -490985.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -491055.687500 Penalty: 4044.489746
	Iteration 4Q: 3 clusters Score -491055.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -491114.843750 Penalty: 4044.489746
	Iteration 5Q: 3 clusters Score -491114.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -491157.937500 Penalty: 4044.489746
	Iteration 6Q: 3 clusters Score -491157.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -491197.375000 Penalty: 4044.489746
	Iteration 7Q: 3 clusters Score -491197.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -491237.093750 Penalty: 4044.489746
	Iteration 8Q: 3 clusters Score -491237.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -491264.218750 Penalty: 4044.489746
	Iteration 9Q: 3 clusters Score -491264.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -491288.031250 Penalty: 4044.489746
	Iteration 10Q: 3 clusters Score -491288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -491305.843750 Penalty: 4044.489746
	Iteration 11Q: 3 clusters Score -491305.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -491319.093750 Penalty: 4044.489746
	Iteration 12Q: 3 clusters Score -491319.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -491327.187500 Penalty: 4044.489746
	Iteration 13Q: 3 clusters Score -491327.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -491333.875000 Penalty: 4044.489746
	Iteration 14Q: 3 clusters Score -491333.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -491337.406250 Penalty: 4044.489746
	Iteration 15Q: 3 clusters Score -491337.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -491339.750000 Penalty: 4044.489746
	Iteration 16Q: 3 clusters Score -491339.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -491341.531250 Penalty: 4044.489746
	Iteration 17Q: 3 clusters Score -491341.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -491344.687500 Penalty: 4044.489746
	Iteration 18Q: 3 clusters Score -491344.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -491348.000000 Penalty: 4044.489746
	Iteration 19Q: 3 clusters Score -491348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -491348.156250 Penalty: 4044.489746
	Iteration 20F: 3 clusters Score -491348.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -491349.125000 Penalty: 4044.489746
	Iteration 21Q: 3 clusters Score -491349.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -491351.000000 Penalty: 4044.489746
	Iteration 22Q: 3 clusters Score -491351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -491354.625000 Penalty: 4044.489746
	Iteration 23Q: 3 clusters Score -491354.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -491357.156250 Penalty: 4044.489746
	Iteration 24Q: 3 clusters Score -491357.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -491360.562500 Penalty: 4044.489746
	Iteration 25Q: 3 clusters Score -491360.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -491364.250000 Penalty: 4044.489746
	Iteration 26Q: 3 clusters Score -491364.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -491367.687500 Penalty: 4044.489746
	Iteration 27Q: 3 clusters Score -491367.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -491373.218750 Penalty: 4044.489746
	Iteration 28Q: 3 clusters Score -491373.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -491379.000000 Penalty: 4044.489746
	Iteration 29Q: 3 clusters Score -491379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -491382.281250 Penalty: 4044.489746
	Iteration 30Q: 3 clusters Score -491382.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -491384.593750 Penalty: 4044.489746
	Iteration 31Q: 3 clusters Score -491384.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -491387.562500 Penalty: 4044.489746
	Iteration 32Q: 3 clusters Score -491387.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -491392.031250 Penalty: 4044.489746
	Iteration 33Q: 3 clusters Score -491392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -491398.562500 Penalty: 4044.489746
	Iteration 34Q: 3 clusters Score -491398.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -491402.968750 Penalty: 4044.489746
	Iteration 35Q: 3 clusters Score -491403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -491405.062500 Penalty: 4044.489746
	Iteration 36Q: 3 clusters Score -491405.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -491408.062500 Penalty: 4044.489746
	Iteration 37Q: 3 clusters Score -491408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -491411.843750 Penalty: 4044.489746
	Iteration 38Q: 3 clusters Score -491411.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -491414.937500 Penalty: 4044.489746
	Iteration 39Q: 3 clusters Score -491414.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -491420.625000 Penalty: 4044.489746
	Iteration 40F: 3 clusters Score -491420.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -491422.968750 Penalty: 4044.489746
	Iteration 41Q: 3 clusters Score -491423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -491424.156250 Penalty: 4044.489746
	Iteration 42Q: 3 clusters Score -491424.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -491428.656250 Penalty: 4044.489746
	Iteration 43Q: 3 clusters Score -491428.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -491431.375000 Penalty: 4044.489746
	Iteration 44Q: 3 clusters Score -491431.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -491436.187500 Penalty: 4044.489746
	Iteration 45Q: 3 clusters Score -491436.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -491440.500000 Penalty: 4044.489746
	Iteration 46Q: 3 clusters Score -491440.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -491444.312500 Penalty: 4044.489746
	Iteration 47Q: 3 clusters Score -491444.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -491449.062500 Penalty: 4044.489746
	Iteration 48Q: 3 clusters Score -491449.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -491455.187500 Penalty: 4044.489746
	Iteration 49Q: 3 clusters Score -491455.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -491456.937500 Penalty: 4044.489746
	Iteration 50Q: 3 clusters Score -491456.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -491460.937500 Penalty: 4044.489746
	Iteration 51Q: 3 clusters Score -491460.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -491469.218750 Penalty: 4044.489746
	Iteration 52Q: 3 clusters Score -491469.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -491475.593750 Penalty: 4044.489746
	Iteration 53Q: 3 clusters Score -491475.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -491480.437500 Penalty: 4044.489746
	Iteration 54Q: 3 clusters Score -491480.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -491484.250000 Penalty: 4044.489746
	Iteration 55Q: 3 clusters Score -491484.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -491486.312500 Penalty: 4044.489746
	Iteration 56Q: 3 clusters Score -491486.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -491491.875000 Penalty: 4044.489746
	Iteration 57Q: 3 clusters Score -491491.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -491495.187500 Penalty: 4044.489746
	Iteration 58Q: 3 clusters Score -491495.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -491502.156250 Penalty: 4044.489746
	Iteration 59Q: 3 clusters Score -491502.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -491507.968750 Penalty: 4044.489746
	Iteration 60F: 3 clusters Score -491508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -491515.343750 Penalty: 4044.489746
	Iteration 61Q: 3 clusters Score -491515.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -491520.062500 Penalty: 4044.489746
	Iteration 62Q: 3 clusters Score -491520.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -491525.687500 Penalty: 4044.489746
	Iteration 63Q: 3 clusters Score -491525.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -491530.468750 Penalty: 4044.489746
	Iteration 64Q: 3 clusters Score -491530.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -491535.343750 Penalty: 4044.489746
	Iteration 65Q: 3 clusters Score -491535.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -491544.250000 Penalty: 4044.489746
	Iteration 66Q: 3 clusters Score -491544.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -491548.968750 Penalty: 4044.489746
	Iteration 67Q: 3 clusters Score -491549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -491555.093750 Penalty: 4044.489746
	Iteration 68Q: 3 clusters Score -491555.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -491560.000000 Penalty: 4044.489746
	Iteration 69Q: 3 clusters Score -491560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -491563.906250 Penalty: 4044.489746
	Iteration 70Q: 3 clusters Score -491563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -491564.968750 Penalty: 4044.489746
	Iteration 71Q: 3 clusters Score -491565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -491570.250000 Penalty: 4044.489746
	Iteration 72Q: 3 clusters Score -491570.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -491574.500000 Penalty: 4044.489746
	Iteration 73Q: 3 clusters Score -491574.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -491579.531250 Penalty: 4044.489746
	Iteration 74Q: 3 clusters Score -491579.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -491584.593750 Penalty: 4044.489746
	Iteration 75Q: 3 clusters Score -491584.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -491589.656250 Penalty: 4044.489746
	Iteration 76Q: 3 clusters Score -491589.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -491591.125000 Penalty: 4044.489746
	Iteration 77Q: 3 clusters Score -491591.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -491594.937500 Penalty: 4044.489746
	Iteration 78Q: 3 clusters Score -491594.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -491598.500000 Penalty: 4044.489746
	Iteration 79Q: 3 clusters Score -491598.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -491603.312500 Penalty: 4044.489746
	Iteration 80F: 3 clusters Score -491603.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -491607.281250 Penalty: 4044.489746
	Iteration 81Q: 3 clusters Score -491607.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -491610.875000 Penalty: 4044.489746
	Iteration 82Q: 3 clusters Score -491610.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -491616.875000 Penalty: 4044.489746
	Iteration 83Q: 3 clusters Score -491616.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -491626.312500 Penalty: 4044.489746
	Iteration 84Q: 3 clusters Score -491626.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -491635.312500 Penalty: 4044.489746
	Iteration 85Q: 3 clusters Score -491635.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -491644.500000 Penalty: 4044.489746
	Iteration 86Q: 3 clusters Score -491644.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -491658.531250 Penalty: 4044.489746
	Iteration 87Q: 3 clusters Score -491658.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -491675.906250 Penalty: 4044.489746
	Iteration 88Q: 3 clusters Score -491675.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -491689.093750 Penalty: 4044.489746
	Iteration 89Q: 3 clusters Score -491689.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -491702.531250 Penalty: 4044.489746
	Iteration 90Q: 3 clusters Score -491702.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -491714.656250 Penalty: 4044.489746
	Iteration 91Q: 3 clusters Score -491714.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -491729.531250 Penalty: 4044.489746
	Iteration 92Q: 3 clusters Score -491729.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -491741.062500 Penalty: 4044.489746
	Iteration 93Q: 3 clusters Score -491741.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -491750.156250 Penalty: 4044.489746
	Iteration 94Q: 3 clusters Score -491750.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -491758.718750 Penalty: 4044.489746
	Iteration 95Q: 3 clusters Score -491758.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -491766.812500 Penalty: 4044.489746
	Iteration 96Q: 3 clusters Score -491766.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -491775.625000 Penalty: 4044.489746
	Iteration 97Q: 3 clusters Score -491775.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -491786.656250 Penalty: 4044.489746
	Iteration 98Q: 3 clusters Score -491786.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -491795.093750 Penalty: 4044.489746
	Iteration 99Q: 3 clusters Score -491795.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -491807.781250 Penalty: 4044.489746
	Iteration 100F: 3 clusters Score -491807.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -491819.375000 Penalty: 4044.489746
	Iteration 101Q: 3 clusters Score -491819.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -491827.562500 Penalty: 4044.489746
	Iteration 102Q: 3 clusters Score -491827.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -491839.937500 Penalty: 4044.489746
	Iteration 103Q: 3 clusters Score -491839.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -491853.531250 Penalty: 4044.489746
	Iteration 104Q: 3 clusters Score -491853.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -491871.718750 Penalty: 4044.489746
	Iteration 105Q: 3 clusters Score -491871.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -491891.500000 Penalty: 4044.489746
	Iteration 106Q: 3 clusters Score -491891.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -491904.375000 Penalty: 4044.489746
	Iteration 107Q: 3 clusters Score -491904.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -491916.687500 Penalty: 4044.489746
	Iteration 108Q: 3 clusters Score -491916.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -491922.062500 Penalty: 4044.489746
	Iteration 109Q: 3 clusters Score -491922.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -491930.500000 Penalty: 4044.489746
	Iteration 110Q: 3 clusters Score -491930.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -491940.593750 Penalty: 4044.489746
	Iteration 111Q: 3 clusters Score -491940.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -491948.625000 Penalty: 4044.489746
	Iteration 112Q: 3 clusters Score -491948.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -491960.375000 Penalty: 4044.489746
	Iteration 113Q: 3 clusters Score -491960.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -491967.062500 Penalty: 4044.489746
	Iteration 114Q: 3 clusters Score -491967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -491969.875000 Penalty: 4044.489746
	Iteration 115Q: 3 clusters Score -491969.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -491974.531250 Penalty: 4044.489746
	Iteration 116Q: 3 clusters Score -491974.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -491977.562500 Penalty: 4044.489746
	Iteration 117Q: 3 clusters Score -491977.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -491978.406250 Penalty: 4044.489746
	Iteration 118Q: 3 clusters Score -491978.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -491979.156250 Penalty: 4044.489746
	Iteration 119Q: 3 clusters Score -491979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -491981.906250 Penalty: 4044.489746
	Iteration 120F: 3 clusters Score -491981.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -491982.406250 Penalty: 4044.489746
	Iteration 121Q: 3 clusters Score -491982.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -491982.406250 Penalty: 4044.489746
	Iteration 122F: 3 clusters Score -491982.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Entering Unmasked Estep 
Score: -529548.500000 Penalty: 2061.896240
	Iteration 0F: 2 clusters Score -529548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -525700.562500 Penalty: 4123.792480
	Iteration 0F: 3 clusters Score -525700.6 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -526773.250000 Penalty: 4123.792480
	Iteration 1F: 3 clusters Score -526773.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -527072.625000 Penalty: 4123.792480
	Iteration 2F: 3 clusters Score -527072.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -527279.937500 Penalty: 4123.792480
	Iteration 3F: 3 clusters Score -527279.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -527462.375000 Penalty: 4123.792480
	Iteration 4F: 3 clusters Score -527462.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -527593.562500 Penalty: 4123.792480
	Iteration 5Q: 3 clusters Score -527593.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -527683.312500 Penalty: 4123.792480
	Iteration 6Q: 3 clusters Score -527683.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -527762.625000 Penalty: 4123.792480
	Iteration 7Q: 3 clusters Score -527762.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -527837.437500 Penalty: 4123.792480
	Iteration 8Q: 3 clusters Score -527837.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -527892.687500 Penalty: 4123.792480
	Iteration 9Q: 3 clusters Score -527892.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -527943.562500 Penalty: 4123.792480
	Iteration 10Q: 3 clusters Score -527943.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -527996.000000 Penalty: 4123.792480
	Iteration 11Q: 3 clusters Score -527996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -528052.375000 Penalty: 4123.792480
	Iteration 12Q: 3 clusters Score -528052.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -528082.375000 Penalty: 4123.792480
	Iteration 13Q: 3 clusters Score -528082.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -528107.437500 Penalty: 4123.792480
	Iteration 14Q: 3 clusters Score -528107.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -528127.625000 Penalty: 4123.792480
	Iteration 15Q: 3 clusters Score -528127.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -528139.750000 Penalty: 4123.792480
	Iteration 16Q: 3 clusters Score -528139.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -528148.500000 Penalty: 4123.792480
	Iteration 17Q: 3 clusters Score -528148.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -528159.562500 Penalty: 4123.792480
	Iteration 18Q: 3 clusters Score -528159.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -528169.687500 Penalty: 4123.792480
	Iteration 19Q: 3 clusters Score -528169.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -528175.312500 Penalty: 4123.792480
	Iteration 20F: 3 clusters Score -528175.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -528179.250000 Penalty: 4123.792480
	Iteration 21Q: 3 clusters Score -528179.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -528181.562500 Penalty: 4123.792480
	Iteration 22Q: 3 clusters Score -528181.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -528182.875000 Penalty: 4123.792480
	Iteration 23Q: 3 clusters Score -528182.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -528184.750000 Penalty: 4123.792480
	Iteration 24Q: 3 clusters Score -528184.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -528186.000000 Penalty: 4123.792480
	Iteration 25Q: 3 clusters Score -528186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -528188.375000 Penalty: 4123.792480
	Iteration 26Q: 3 clusters Score -528188.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -528189.312500 Penalty: 4123.792480
	Iteration 27Q: 3 clusters Score -528189.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -528189.812500 Penalty: 4123.792480
	Iteration 28Q: 3 clusters Score -528189.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -528192.375000 Penalty: 4123.792480
	Iteration 29Q: 3 clusters Score -528192.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -528192.875000 Penalty: 4123.792480
	Iteration 30Q: 3 clusters Score -528192.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -528193.500000 Penalty: 4123.792480
	Iteration 31Q: 3 clusters Score -528193.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -528193.625000 Penalty: 4123.792480
	Iteration 32Q: 3 clusters Score -528193.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -528194.562500 Penalty: 4123.792480
	Iteration 33Q: 3 clusters Score -528194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -528195.250000 Penalty: 4123.792480
	Iteration 34Q: 3 clusters Score -528195.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -528199.250000 Penalty: 4123.792480
	Iteration 35Q: 3 clusters Score -528199.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -528201.625000 Penalty: 4123.792480
	Iteration 36Q: 3 clusters Score -528201.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -528205.375000 Penalty: 4123.792480
	Iteration 37Q: 3 clusters Score -528205.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -528208.375000 Penalty: 4123.792480
	Iteration 38Q: 3 clusters Score -528208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -528236.000000 Penalty: 4123.792480
	Iteration 39Q: 3 clusters Score -528236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -528243.312500 Penalty: 4123.792480
	Iteration 40F: 3 clusters Score -528243.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -528246.375000 Penalty: 4123.792480
	Iteration 41Q: 3 clusters Score -528246.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -528253.500000 Penalty: 4123.792480
	Iteration 42Q: 3 clusters Score -528253.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -528259.375000 Penalty: 4123.792480
	Iteration 43Q: 3 clusters Score -528259.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -528268.187500 Penalty: 4123.792480
	Iteration 44Q: 3 clusters Score -528268.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -528271.625000 Penalty: 4123.792480
	Iteration 45Q: 3 clusters Score -528271.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -528276.625000 Penalty: 4123.792480
	Iteration 46Q: 3 clusters Score -528276.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -528281.062500 Penalty: 4123.792480
	Iteration 47Q: 3 clusters Score -528281.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -528282.750000 Penalty: 4123.792480
	Iteration 48Q: 3 clusters Score -528282.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -528283.500000 Penalty: 4123.792480
	Iteration 49Q: 3 clusters Score -528283.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -528285.187500 Penalty: 4123.792480
	Iteration 50Q: 3 clusters Score -528285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -528285.250000 Penalty: 4123.792480
	Iteration 51Q: 3 clusters Score -528285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -528285.500000 Penalty: 4123.792480
	Iteration 52Q: 3 clusters Score -528285.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -528285.500000 Penalty: 4123.792480
	Iteration 53F: 3 clusters Score -528285.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -165421.687500 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -165421.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -163376.781250 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -163376.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -163673.015625 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -163673 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -163762.890625 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -163762.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -163805.031250 Penalty: 3524.062744
	Iteration 3Q: 3 clusters Score -163805 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -163835.109375 Penalty: 3524.062744
	Iteration 4Q: 3 clusters Score -163835.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -163848.062500 Penalty: 3524.062744
	Iteration 5Q: 3 clusters Score -163848.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -163855.984375 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -163856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -163861.265625 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -163861.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -163865.328125 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -163865.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -163872.406250 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -163872.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -163877.171875 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -163877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -163878.156250 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -163878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -163878.156250 Penalty: 3524.062744
	Iteration 12F: 3 clusters Score -163878.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Entering Unmasked Estep 
Score: -2192016.250000 Penalty: 2401.638184
	Iteration 0F: 2 clusters Score -2192016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -2180461.000000 Penalty: 4803.276367
	Iteration 0F: 3 clusters Score -2180461 nChanged 6911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -2184092.750000 Penalty: 4803.276367
	Iteration 1F: 3 clusters Score -2184093 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2184455.000000 Penalty: 4803.276367
	Iteration 2F: 3 clusters Score -2184455 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2184724.000000 Penalty: 4803.276367
	Iteration 3Q: 3 clusters Score -2184724 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -2184944.000000 Penalty: 4803.276367
	Iteration 4Q: 3 clusters Score -2184944 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2185111.750000 Penalty: 4803.276367
	Iteration 5Q: 3 clusters Score -2185112 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2185241.000000 Penalty: 4803.276367
	Iteration 6Q: 3 clusters Score -2185241 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -2185379.250000 Penalty: 4803.276367
	Iteration 7Q: 3 clusters Score -2185379 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2185508.000000 Penalty: 4803.276367
	Iteration 8Q: 3 clusters Score -2185508 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2185672.000000 Penalty: 4803.276367
	Iteration 9Q: 3 clusters Score -2185672 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2185818.750000 Penalty: 4803.276367
	Iteration 10Q: 3 clusters Score -2185819 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -2186001.250000 Penalty: 4803.276367
	Iteration 11Q: 3 clusters Score -2186001 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2186211.000000 Penalty: 4803.276367
	Iteration 12Q: 3 clusters Score -2186211 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2186441.250000 Penalty: 4803.276367
	Iteration 13Q: 3 clusters Score -2186441 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2186687.000000 Penalty: 4803.276367
	Iteration 14Q: 3 clusters Score -2186687 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -2186937.750000 Penalty: 4803.276367
	Iteration 15Q: 3 clusters Score -2186938 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -2187156.500000 Penalty: 4803.276367
	Iteration 16Q: 3 clusters Score -2187156 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2187355.000000 Penalty: 4803.276367
	Iteration 17Q: 3 clusters Score -2187355 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -2187577.250000 Penalty: 4803.276367
	Iteration 18Q: 3 clusters Score -2187577 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2187809.750000 Penalty: 4803.276367
	Iteration 19Q: 3 clusters Score -2187810 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2188040.500000 Penalty: 4803.276367
	Iteration 20F: 3 clusters Score -2188040 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2188300.250000 Penalty: 4803.276367
	Iteration 21Q: 3 clusters Score -2188300 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2188558.750000 Penalty: 4803.276367
	Iteration 22Q: 3 clusters Score -2188559 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2188803.500000 Penalty: 4803.276367
	Iteration 23Q: 3 clusters Score -2188804 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2189019.250000 Penalty: 4803.276367
	Iteration 24Q: 3 clusters Score -2189019 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2189203.500000 Penalty: 4803.276367
	Iteration 25Q: 3 clusters Score -2189204 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2189377.000000 Penalty: 4803.276367
	Iteration 26Q: 3 clusters Score -2189377 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2189514.000000 Penalty: 4803.276367
	Iteration 27Q: 3 clusters Score -2189514 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2189610.750000 Penalty: 4803.276367
	Iteration 28Q: 3 clusters Score -2189611 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2189680.500000 Penalty: 4803.276367
	Iteration 29Q: 3 clusters Score -2189680 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2189752.000000 Penalty: 4803.276367
	Iteration 30Q: 3 clusters Score -2189752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2189798.750000 Penalty: 4803.276367
	Iteration 31Q: 3 clusters Score -2189799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2189838.750000 Penalty: 4803.276367
	Iteration 32Q: 3 clusters Score -2189839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2189858.750000 Penalty: 4803.276367
	Iteration 33Q: 3 clusters Score -2189859 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2189868.750000 Penalty: 4803.276367
	Iteration 34Q: 3 clusters Score -2189869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2189884.000000 Penalty: 4803.276367
	Iteration 35Q: 3 clusters Score -2189884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2189901.000000 Penalty: 4803.276367
	Iteration 36Q: 3 clusters Score -2189901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -2189909.500000 Penalty: 4803.276367
	Iteration 37Q: 3 clusters Score -2189910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2189914.000000 Penalty: 4803.276367
	Iteration 38Q: 3 clusters Score -2189914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2189916.500000 Penalty: 4803.276367
	Iteration 39Q: 3 clusters Score -2189916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2189917.250000 Penalty: 4803.276367
	Iteration 40F: 3 clusters Score -2189917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2189917.000000 Penalty: 4803.276367
	Iteration 41Q: 3 clusters Score -2189917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2189925.000000 Penalty: 4803.276367
	Iteration 42Q: 3 clusters Score -2189925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2189937.000000 Penalty: 4803.276367
	Iteration 43Q: 3 clusters Score -2189937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2189939.250000 Penalty: 4803.276367
	Iteration 44Q: 3 clusters Score -2189939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2189948.000000 Penalty: 4803.276367
	Iteration 45Q: 3 clusters Score -2189948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2189951.000000 Penalty: 4803.276367
	Iteration 46Q: 3 clusters Score -2189951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2189950.500000 Penalty: 4803.276367
	Iteration 47Q: 3 clusters Score -2189950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2189949.750000 Penalty: 4803.276367
	Iteration 48Q: 3 clusters Score -2189950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -2189949.750000 Penalty: 4803.276367
	Iteration 49F: 3 clusters Score -2189950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Entering Unmasked Estep 
Score: -50961.937500 Penalty: 1484.016235
	Iteration 0F: 2 clusters Score -50961.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49569.867188 Penalty: 2968.032471
	Iteration 0F: 3 clusters Score -49569.87 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49736.960938 Penalty: 2968.032471
	Iteration 1F: 3 clusters Score -49736.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49800.265625 Penalty: 2968.032471
	Iteration 2Q: 3 clusters Score -49800.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -49821.246094 Penalty: 2968.032471
	Iteration 3Q: 3 clusters Score -49821.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49827.746094 Penalty: 2968.032471
	Iteration 4Q: 3 clusters Score -49827.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49828.972656 Penalty: 2968.032471
	Iteration 5Q: 3 clusters Score -49828.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49828.972656 Penalty: 2968.032471
	Iteration 6F: 3 clusters Score -49828.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27452.921875 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27452.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26233.736328 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26233.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26339.707031 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26339.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26404.990234 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -26404.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26443.917969 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26443.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26474.919922 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -26474.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26479.931641 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -26479.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26481.197266 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -26481.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26481.197266 Penalty: 2726.595459
	Iteration 7F: 3 clusters Score -26481.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Entering Unmasked Estep 
Score: -701336.375000 Penalty: 2120.843262
	Iteration 0F: 2 clusters Score -701336.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -696738.750000 Penalty: 4241.686523
	Iteration 0F: 3 clusters Score -696738.8 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -697828.250000 Penalty: 4241.686523
	Iteration 1F: 3 clusters Score -697828.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -698079.375000 Penalty: 4241.686523
	Iteration 2F: 3 clusters Score -698079.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -698302.937500 Penalty: 4241.686523
	Iteration 3F: 3 clusters Score -698302.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -698549.500000 Penalty: 4241.686523
	Iteration 4F: 3 clusters Score -698549.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -698830.750000 Penalty: 4241.686523
	Iteration 5F: 3 clusters Score -698830.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -699165.750000 Penalty: 4241.686523
	Iteration 6F: 3 clusters Score -699165.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -699513.750000 Penalty: 4241.686523
	Iteration 7F: 3 clusters Score -699513.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -699824.000000 Penalty: 4241.686523
	Iteration 8F: 3 clusters Score -699824 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -700013.187500 Penalty: 4241.686523
	Iteration 9Q: 3 clusters Score -700013.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -700145.000000 Penalty: 4241.686523
	Iteration 10Q: 3 clusters Score -700145 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -700226.312500 Penalty: 4241.686523
	Iteration 11Q: 3 clusters Score -700226.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -700281.687500 Penalty: 4241.686523
	Iteration 12Q: 3 clusters Score -700281.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -700303.937500 Penalty: 4241.686523
	Iteration 13Q: 3 clusters Score -700303.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -700317.437500 Penalty: 4241.686523
	Iteration 14Q: 3 clusters Score -700317.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -700325.812500 Penalty: 4241.686523
	Iteration 15Q: 3 clusters Score -700325.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -700333.625000 Penalty: 4241.686523
	Iteration 16Q: 3 clusters Score -700333.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -700338.125000 Penalty: 4241.686523
	Iteration 17Q: 3 clusters Score -700338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -700341.937500 Penalty: 4241.686523
	Iteration 18Q: 3 clusters Score -700341.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -700341.875000 Penalty: 4241.686523
	Iteration 19Q: 3 clusters Score -700341.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -700344.875000 Penalty: 4241.686523
	Iteration 20F: 3 clusters Score -700344.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -700345.500000 Penalty: 4241.686523
	Iteration 21Q: 3 clusters Score -700345.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -700345.500000 Penalty: 4241.686523
	Iteration 22F: 3 clusters Score -700345.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -1041621.437500 Penalty: 2214.204102
	Iteration 0F: 2 clusters Score -1041621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1035520.125000 Penalty: 4428.408203
	Iteration 0F: 3 clusters Score -1035520 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1037210.875000 Penalty: 4428.408203
	Iteration 1F: 3 clusters Score -1037211 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1037581.500000 Penalty: 4428.408203
	Iteration 2F: 3 clusters Score -1037582 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1037930.125000 Penalty: 4428.408203
	Iteration 3F: 3 clusters Score -1037930 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1038383.000000 Penalty: 4428.408203
	Iteration 4F: 3 clusters Score -1038383 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1038903.187500 Penalty: 4428.408203
	Iteration 5F: 3 clusters Score -1038903 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -1039412.187500 Penalty: 4428.408203
	Iteration 6F: 3 clusters Score -1039412 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1039811.812500 Penalty: 4428.408203
	Iteration 7F: 3 clusters Score -1039812 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1040133.312500 Penalty: 4428.408203
	Iteration 8F: 3 clusters Score -1040133 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1040335.937500 Penalty: 4428.408203
	Iteration 9Q: 3 clusters Score -1040336 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1040459.812500 Penalty: 4428.408203
	Iteration 10Q: 3 clusters Score -1040460 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1040542.562500 Penalty: 4428.408203
	Iteration 11Q: 3 clusters Score -1040543 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1040609.312500 Penalty: 4428.408203
	Iteration 12Q: 3 clusters Score -1040609 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1040670.750000 Penalty: 4428.408203
	Iteration 13Q: 3 clusters Score -1040671 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1040707.750000 Penalty: 4428.408203
	Iteration 14Q: 3 clusters Score -1040708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1040745.375000 Penalty: 4428.408203
	Iteration 15Q: 3 clusters Score -1040745 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1040768.437500 Penalty: 4428.408203
	Iteration 16Q: 3 clusters Score -1040768 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1040777.312500 Penalty: 4428.408203
	Iteration 17Q: 3 clusters Score -1040777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1040787.000000 Penalty: 4428.408203
	Iteration 18Q: 3 clusters Score -1040787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1040797.312500 Penalty: 4428.408203
	Iteration 19Q: 3 clusters Score -1040797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1040807.062500 Penalty: 4428.408203
	Iteration 20F: 3 clusters Score -1040807 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1040813.812500 Penalty: 4428.408203
	Iteration 21Q: 3 clusters Score -1040814 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1040817.125000 Penalty: 4428.408203
	Iteration 22Q: 3 clusters Score -1040817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1040824.187500 Penalty: 4428.408203
	Iteration 23Q: 3 clusters Score -1040824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1040827.062500 Penalty: 4428.408203
	Iteration 24Q: 3 clusters Score -1040827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1040831.562500 Penalty: 4428.408203
	Iteration 25Q: 3 clusters Score -1040832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1040836.125000 Penalty: 4428.408203
	Iteration 26Q: 3 clusters Score -1040836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1040839.312500 Penalty: 4428.408203
	Iteration 27Q: 3 clusters Score -1040839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1040841.062500 Penalty: 4428.408203
	Iteration 28Q: 3 clusters Score -1040841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1040843.937500 Penalty: 4428.408203
	Iteration 29Q: 3 clusters Score -1040844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1040846.625000 Penalty: 4428.408203
	Iteration 30Q: 3 clusters Score -1040847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1040851.750000 Penalty: 4428.408203
	Iteration 31Q: 3 clusters Score -1040852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1040850.625000 Penalty: 4428.408203
	Iteration 32Q: 3 clusters Score -1040851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1040854.687500 Penalty: 4428.408203
	Iteration 33Q: 3 clusters Score -1040855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1040856.500000 Penalty: 4428.408203
	Iteration 34Q: 3 clusters Score -1040856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1040860.625000 Penalty: 4428.408203
	Iteration 35Q: 3 clusters Score -1040861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1040861.562500 Penalty: 4428.408203
	Iteration 36Q: 3 clusters Score -1040862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1040866.562500 Penalty: 4428.408203
	Iteration 37Q: 3 clusters Score -1040867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1040867.875000 Penalty: 4428.408203
	Iteration 38Q: 3 clusters Score -1040868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1040869.312500 Penalty: 4428.408203
	Iteration 39Q: 3 clusters Score -1040869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1040870.187500 Penalty: 4428.408203
	Iteration 40F: 3 clusters Score -1040870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1040869.000000 Penalty: 4428.408203
	Iteration 41Q: 3 clusters Score -1040869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1040870.375000 Penalty: 4428.408203
	Iteration 42Q: 3 clusters Score -1040870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1040870.375000 Penalty: 4428.408203
	Iteration 43F: 3 clusters Score -1040870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (70426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70426 members 
Entering Unmasked Estep 
Score: -9354687.000000 Penalty: 2768.254883
	Iteration 0F: 2 clusters Score -9354687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -9307670.000000 Penalty: 5536.509766
	Iteration 0F: 3 clusters Score -9307670 nChanged 32914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -9326427.000000 Penalty: 5536.509766
	Iteration 1F: 3 clusters Score -9326427 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -9327522.000000 Penalty: 5536.509766
	Iteration 2Q: 3 clusters Score -9327522 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
Score: -9328733.000000 Penalty: 5536.509766
	Iteration 3Q: 3 clusters Score -9328733 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -9330063.000000 Penalty: 5536.509766
	Iteration 4Q: 3 clusters Score -9330063 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -9331570.000000 Penalty: 5536.509766
	Iteration 5Q: 3 clusters Score -9331570 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -9333367.000000 Penalty: 5536.509766
	Iteration 6F: 3 clusters Score -9333367 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -9335632.000000 Penalty: 5536.509766
	Iteration 7F: 3 clusters Score -9335632 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -9338342.000000 Penalty: 5536.509766
	Iteration 8F: 3 clusters Score -9338342 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -9341138.000000 Penalty: 5536.509766
	Iteration 9F: 3 clusters Score -9341138 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -9343415.000000 Penalty: 5536.509766
	Iteration 10F: 3 clusters Score -9343415 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -9344558.000000 Penalty: 5536.509766
	Iteration 11Q: 3 clusters Score -9344558 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -9345328.000000 Penalty: 5536.509766
	Iteration 12Q: 3 clusters Score -9345328 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -9345756.000000 Penalty: 5536.509766
	Iteration 13Q: 3 clusters Score -9345756 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -9345952.000000 Penalty: 5536.509766
	Iteration 14Q: 3 clusters Score -9345952 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -9346131.000000 Penalty: 5536.509766
	Iteration 15Q: 3 clusters Score -9346131 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -9346386.000000 Penalty: 5536.509766
	Iteration 16Q: 3 clusters Score -9346386 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -9346574.000000 Penalty: 5536.509766
	Iteration 17Q: 3 clusters Score -9346574 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -9346710.000000 Penalty: 5536.509766
	Iteration 18Q: 3 clusters Score -9346710 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -9346817.000000 Penalty: 5536.509766
	Iteration 19Q: 3 clusters Score -9346817 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -9346936.000000 Penalty: 5536.509766
	Iteration 20F: 3 clusters Score -9346936 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47304 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -9347056.000000 Penalty: 5536.509766
	Iteration 21Q: 3 clusters Score -9347056 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -9347233.000000 Penalty: 5536.509766
	Iteration 22Q: 3 clusters Score -9347233 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -9347327.000000 Penalty: 5536.509766
	Iteration 23Q: 3 clusters Score -9347327 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -9347449.000000 Penalty: 5536.509766
	Iteration 24Q: 3 clusters Score -9347449 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49889 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -9347686.000000 Penalty: 5536.509766
	Iteration 25Q: 3 clusters Score -9347686 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50561 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -9347825.000000 Penalty: 5536.509766
	Iteration 26Q: 3 clusters Score -9347825 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -9347970.000000 Penalty: 5536.509766
	Iteration 27Q: 3 clusters Score -9347970 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51973 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -9348157.000000 Penalty: 5536.509766
	Iteration 28Q: 3 clusters Score -9348157 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -9348408.000000 Penalty: 5536.509766
	Iteration 29Q: 3 clusters Score -9348408 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -9348683.000000 Penalty: 5536.509766
	Iteration 30Q: 3 clusters Score -9348683 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -9348870.000000 Penalty: 5536.509766
	Iteration 31Q: 3 clusters Score -9348870 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -9349131.000000 Penalty: 5536.509766
	Iteration 32Q: 3 clusters Score -9349131 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55948 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -9349367.000000 Penalty: 5536.509766
	Iteration 33Q: 3 clusters Score -9349367 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56718 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -9349553.000000 Penalty: 5536.509766
	Iteration 34Q: 3 clusters Score -9349553 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -9349787.000000 Penalty: 5536.509766
	Iteration 35Q: 3 clusters Score -9349787 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58164 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -9350046.000000 Penalty: 5536.509766
	Iteration 36Q: 3 clusters Score -9350046 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -9350227.000000 Penalty: 5536.509766
	Iteration 37Q: 3 clusters Score -9350227 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59515 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -9350483.000000 Penalty: 5536.509766
	Iteration 38Q: 3 clusters Score -9350483 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60200 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -9350624.000000 Penalty: 5536.509766
	Iteration 39Q: 3 clusters Score -9350624 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60864 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -9350837.000000 Penalty: 5536.509766
	Iteration 40F: 3 clusters Score -9350837 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -9351040.000000 Penalty: 5536.509766
	Iteration 41Q: 3 clusters Score -9351040 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62174 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -9351254.000000 Penalty: 5536.509766
	Iteration 42Q: 3 clusters Score -9351254 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62782 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -9351527.000000 Penalty: 5536.509766
	Iteration 43Q: 3 clusters Score -9351527 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -9351734.000000 Penalty: 5536.509766
	Iteration 44Q: 3 clusters Score -9351734 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63815 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -9351927.000000 Penalty: 5536.509766
	Iteration 45Q: 3 clusters Score -9351927 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -9352096.000000 Penalty: 5536.509766
	Iteration 46Q: 3 clusters Score -9352096 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -9352218.000000 Penalty: 5536.509766
	Iteration 47Q: 3 clusters Score -9352218 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65056 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -9352326.000000 Penalty: 5536.509766
	Iteration 48Q: 3 clusters Score -9352326 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -9352435.000000 Penalty: 5536.509766
	Iteration 49Q: 3 clusters Score -9352435 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -9352566.000000 Penalty: 5536.509766
	Iteration 50Q: 3 clusters Score -9352566 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65950 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -9352616.000000 Penalty: 5536.509766
	Iteration 51Q: 3 clusters Score -9352616 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -9352675.000000 Penalty: 5536.509766
	Iteration 52Q: 3 clusters Score -9352675 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66361 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -9352800.000000 Penalty: 5536.509766
	Iteration 53Q: 3 clusters Score -9352800 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66538 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -9352820.000000 Penalty: 5536.509766
	Iteration 54Q: 3 clusters Score -9352820 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66721 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -9352890.000000 Penalty: 5536.509766
	Iteration 55Q: 3 clusters Score -9352890 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66891 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -9352911.000000 Penalty: 5536.509766
	Iteration 56Q: 3 clusters Score -9352911 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -9352962.000000 Penalty: 5536.509766
	Iteration 57Q: 3 clusters Score -9352962 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67135 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -9352971.000000 Penalty: 5536.509766
	Iteration 58Q: 3 clusters Score -9352971 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67244 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -9352998.000000 Penalty: 5536.509766
	Iteration 59Q: 3 clusters Score -9352998 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67341 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -9353002.000000 Penalty: 5536.509766
	Iteration 60F: 3 clusters Score -9353002 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -9353033.000000 Penalty: 5536.509766
	Iteration 61Q: 3 clusters Score -9353033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67497 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -9353051.000000 Penalty: 5536.509766
	Iteration 62Q: 3 clusters Score -9353051 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67563 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -9353046.000000 Penalty: 5536.509766
	Iteration 63Q: 3 clusters Score -9353046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67612 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -9353048.000000 Penalty: 5536.509766
	Iteration 64Q: 3 clusters Score -9353048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67654 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -9353055.000000 Penalty: 5536.509766
	Iteration 65Q: 3 clusters Score -9353055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67695 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -9353070.000000 Penalty: 5536.509766
	Iteration 66Q: 3 clusters Score -9353070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -9353069.000000 Penalty: 5536.509766
	Iteration 67Q: 3 clusters Score -9353069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67765 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -9353068.000000 Penalty: 5536.509766
	Iteration 68Q: 3 clusters Score -9353068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -9353076.000000 Penalty: 5536.509766
	Iteration 69Q: 3 clusters Score -9353076 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -9353075.000000 Penalty: 5536.509766
	Iteration 70Q: 3 clusters Score -9353075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67857 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -9353116.000000 Penalty: 5536.509766
	Iteration 71Q: 3 clusters Score -9353116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67874 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -9353099.000000 Penalty: 5536.509766
	Iteration 72Q: 3 clusters Score -9353099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67892 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -9353110.000000 Penalty: 5536.509766
	Iteration 73Q: 3 clusters Score -9353110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67905 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -9353094.000000 Penalty: 5536.509766
	Iteration 74Q: 3 clusters Score -9353094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67911 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -9353097.000000 Penalty: 5536.509766
	Iteration 75Q: 3 clusters Score -9353097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67917 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -9353091.000000 Penalty: 5536.509766
	Iteration 76Q: 3 clusters Score -9353091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67923 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -9353094.000000 Penalty: 5536.509766
	Iteration 77Q: 3 clusters Score -9353094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -9353094.000000 Penalty: 5536.509766
	Iteration 78Q: 3 clusters Score -9353094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67942 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -9353090.000000 Penalty: 5536.509766
	Iteration 79Q: 3 clusters Score -9353090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67949 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -9353083.000000 Penalty: 5536.509766
	Iteration 80F: 3 clusters Score -9353083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67953 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -9353089.000000 Penalty: 5536.509766
	Iteration 81Q: 3 clusters Score -9353089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67957 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -9353088.000000 Penalty: 5536.509766
	Iteration 82Q: 3 clusters Score -9353088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -9353093.000000 Penalty: 5536.509766
	Iteration 83Q: 3 clusters Score -9353093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -9353097.000000 Penalty: 5536.509766
	Iteration 84Q: 3 clusters Score -9353097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -9353102.000000 Penalty: 5536.509766
	Iteration 85Q: 3 clusters Score -9353102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -9353100.000000 Penalty: 5536.509766
	Iteration 86Q: 3 clusters Score -9353100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67966 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -9353108.000000 Penalty: 5536.509766
	Iteration 87Q: 3 clusters Score -9353108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67965 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9353095.000000 Penalty: 5536.509766
	Iteration 88Q: 3 clusters Score -9353095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67964 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -9353099.000000 Penalty: 5536.509766
	Iteration 89Q: 3 clusters Score -9353099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -9353100.000000 Penalty: 5536.509766
	Iteration 90Q: 3 clusters Score -9353100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -9353100.000000 Penalty: 5536.509766
	Iteration 91F: 3 clusters Score -9353100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -50432.953125 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -50432.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49063.664062 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -49063.66 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49208.859375 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -49208.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49252.492188 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -49252.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49267.363281 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -49267.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49286.777344 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -49286.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49313.707031 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -49313.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49327.179688 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -49327.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49332.500000 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -49332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49344.347656 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -49344.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49359.933594 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -49359.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49379.660156 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -49379.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49403.917969 Penalty: 2982.802734
	Iteration 11Q: 3 clusters Score -49403.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49478.667969 Penalty: 2982.802734
	Iteration 12Q: 3 clusters Score -49478.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49561.457031 Penalty: 2982.802734
	Iteration 13Q: 3 clusters Score -49561.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49598.132812 Penalty: 2982.802734
	Iteration 14Q: 3 clusters Score -49598.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49604.144531 Penalty: 2982.802734
	Iteration 15Q: 3 clusters Score -49604.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49614.683594 Penalty: 2982.802734
	Iteration 16Q: 3 clusters Score -49614.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49614.683594 Penalty: 2982.802734
	Iteration 17F: 3 clusters Score -49614.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (166250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166250 members 
Entering Unmasked Estep 
Score: -22719510.000000 Penalty: 2981.269531
	Iteration 0F: 2 clusters Score -2.271951e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83404 members 
Mstep: Class 2 contains 82846 members 
Entering Unmasked Estep 
Score: -22612008.000000 Penalty: 5962.539062
	Iteration 0F: 3 clusters Score -2.261201e+07 nChanged 79627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 78037 members 
Entering Unmasked Estep 
Score: -22658824.000000 Penalty: 5962.539062
	Iteration 1F: 3 clusters Score -2.265882e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91402 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -22660750.000000 Penalty: 5962.539062
	Iteration 2Q: 3 clusters Score -2.266075e+07 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96330 members 
Mstep: Class 2 contains 69920 members 
Entering Unmasked Estep 
Score: -22664514.000000 Penalty: 5962.539062
	Iteration 3Q: 3 clusters Score -2.266451e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103439 members 
Mstep: Class 2 contains 62811 members 
Entering Unmasked Estep 
Score: -22670984.000000 Penalty: 5962.539062
	Iteration 4F: 3 clusters Score -2.267098e+07 nChanged 12659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112680 members 
Mstep: Class 2 contains 53570 members 
Entering Unmasked Estep 
Score: -22680160.000000 Penalty: 5962.539062
	Iteration 5F: 3 clusters Score -2.268016e+07 nChanged 13156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122692 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -22689996.000000 Penalty: 5962.539062
	Iteration 6F: 3 clusters Score -2.269e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132149 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -22698878.000000 Penalty: 5962.539062
	Iteration 7F: 3 clusters Score -2.269888e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140420 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -22705198.000000 Penalty: 5962.539062
	Iteration 8F: 3 clusters Score -2.27052e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146837 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -22709414.000000 Penalty: 5962.539062
	Iteration 9Q: 3 clusters Score -2.270941e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151598 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -22712148.000000 Penalty: 5962.539062
	Iteration 10Q: 3 clusters Score -2.271215e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155082 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -22713948.000000 Penalty: 5962.539062
	Iteration 11Q: 3 clusters Score -2.271395e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157438 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -22715122.000000 Penalty: 5962.539062
	Iteration 12Q: 3 clusters Score -2.271512e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159090 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -22715842.000000 Penalty: 5962.539062
	Iteration 13Q: 3 clusters Score -2.271584e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160225 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -22716340.000000 Penalty: 5962.539062
	Iteration 14Q: 3 clusters Score -2.271634e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161061 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -22716662.000000 Penalty: 5962.539062
	Iteration 15Q: 3 clusters Score -2.271666e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161668 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -22716832.000000 Penalty: 5962.539062
	Iteration 16Q: 3 clusters Score -2.271683e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162124 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -22717002.000000 Penalty: 5962.539062
	Iteration 17Q: 3 clusters Score -2.2717e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162479 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -22717162.000000 Penalty: 5962.539062
	Iteration 18Q: 3 clusters Score -2.271716e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162756 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -22717242.000000 Penalty: 5962.539062
	Iteration 19Q: 3 clusters Score -2.271724e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162961 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -22717332.000000 Penalty: 5962.539062
	Iteration 20F: 3 clusters Score -2.271733e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163119 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -22717398.000000 Penalty: 5962.539062
	Iteration 21Q: 3 clusters Score -2.27174e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163240 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -22717428.000000 Penalty: 5962.539062
	Iteration 22Q: 3 clusters Score -2.271743e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163332 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -22717370.000000 Penalty: 5962.539062
	Iteration 23Q: 3 clusters Score -2.271737e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163409 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -22717382.000000 Penalty: 5962.539062
	Iteration 24Q: 3 clusters Score -2.271738e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163478 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -22717424.000000 Penalty: 5962.539062
	Iteration 25Q: 3 clusters Score -2.271742e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163516 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -22717424.000000 Penalty: 5962.539062
	Iteration 26Q: 3 clusters Score -2.271742e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163550 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -22717426.000000 Penalty: 5962.539062
	Iteration 27Q: 3 clusters Score -2.271743e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163573 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -22717406.000000 Penalty: 5962.539062
	Iteration 28Q: 3 clusters Score -2.271741e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -22717416.000000 Penalty: 5962.539062
	Iteration 29Q: 3 clusters Score -2.271742e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163627 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -22717430.000000 Penalty: 5962.539062
	Iteration 30Q: 3 clusters Score -2.271743e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163649 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -22717428.000000 Penalty: 5962.539062
	Iteration 31Q: 3 clusters Score -2.271743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163666 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -22717418.000000 Penalty: 5962.539062
	Iteration 32Q: 3 clusters Score -2.271742e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163684 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -22717434.000000 Penalty: 5962.539062
	Iteration 33Q: 3 clusters Score -2.271743e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163694 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -22717426.000000 Penalty: 5962.539062
	Iteration 34Q: 3 clusters Score -2.271743e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163704 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -22717432.000000 Penalty: 5962.539062
	Iteration 35Q: 3 clusters Score -2.271743e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163708 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -22717446.000000 Penalty: 5962.539062
	Iteration 36Q: 3 clusters Score -2.271745e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163721 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -22717448.000000 Penalty: 5962.539062
	Iteration 37Q: 3 clusters Score -2.271745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163728 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -22717438.000000 Penalty: 5962.539062
	Iteration 38Q: 3 clusters Score -2.271744e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163737 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -22717452.000000 Penalty: 5962.539062
	Iteration 39Q: 3 clusters Score -2.271745e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163745 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -22717440.000000 Penalty: 5962.539062
	Iteration 40F: 3 clusters Score -2.271744e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163759 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -22717442.000000 Penalty: 5962.539062
	Iteration 41Q: 3 clusters Score -2.271744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163762 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -22717454.000000 Penalty: 5962.539062
	Iteration 42Q: 3 clusters Score -2.271745e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163765 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -22717452.000000 Penalty: 5962.539062
	Iteration 43Q: 3 clusters Score -2.271745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163768 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -22717446.000000 Penalty: 5962.539062
	Iteration 44Q: 3 clusters Score -2.271745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163770 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -22717452.000000 Penalty: 5962.539062
	Iteration 45Q: 3 clusters Score -2.271745e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163772 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -22717444.000000 Penalty: 5962.539062
	Iteration 46Q: 3 clusters Score -2.271744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163774 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -22717450.000000 Penalty: 5962.539062
	Iteration 47Q: 3 clusters Score -2.271745e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163773 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -22717456.000000 Penalty: 5962.539062
	Iteration 48Q: 3 clusters Score -2.271746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163773 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -22717456.000000 Penalty: 5962.539062
	Iteration 49F: 3 clusters Score -2.271746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Entering Unmasked Estep 
Score: -1335620.750000 Penalty: 2273.833984
	Iteration 0F: 2 clusters Score -1335621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1328314.250000 Penalty: 4547.667969
	Iteration 0F: 3 clusters Score -1328314 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1330372.875000 Penalty: 4547.667969
	Iteration 1F: 3 clusters Score -1330373 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1330742.375000 Penalty: 4547.667969
	Iteration 2F: 3 clusters Score -1330742 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1331114.875000 Penalty: 4547.667969
	Iteration 3F: 3 clusters Score -1331115 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1331476.250000 Penalty: 4547.667969
	Iteration 4F: 3 clusters Score -1331476 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1331862.125000 Penalty: 4547.667969
	Iteration 5F: 3 clusters Score -1331862 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1332226.000000 Penalty: 4547.667969
	Iteration 6Q: 3 clusters Score -1332226 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1332526.375000 Penalty: 4547.667969
	Iteration 7Q: 3 clusters Score -1332526 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1332765.125000 Penalty: 4547.667969
	Iteration 8Q: 3 clusters Score -1332765 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1332959.875000 Penalty: 4547.667969
	Iteration 9Q: 3 clusters Score -1332960 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1333136.375000 Penalty: 4547.667969
	Iteration 10Q: 3 clusters Score -1333136 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1333279.000000 Penalty: 4547.667969
	Iteration 11Q: 3 clusters Score -1333279 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1333389.375000 Penalty: 4547.667969
	Iteration 12Q: 3 clusters Score -1333389 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1333466.625000 Penalty: 4547.667969
	Iteration 13Q: 3 clusters Score -1333467 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1333520.125000 Penalty: 4547.667969
	Iteration 14Q: 3 clusters Score -1333520 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1333549.750000 Penalty: 4547.667969
	Iteration 15Q: 3 clusters Score -1333550 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1333571.625000 Penalty: 4547.667969
	Iteration 16Q: 3 clusters Score -1333572 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1333588.750000 Penalty: 4547.667969
	Iteration 17Q: 3 clusters Score -1333589 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1333610.000000 Penalty: 4547.667969
	Iteration 18Q: 3 clusters Score -1333610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1333627.500000 Penalty: 4547.667969
	Iteration 19Q: 3 clusters Score -1333628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1333638.250000 Penalty: 4547.667969
	Iteration 20F: 3 clusters Score -1333638 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1333650.625000 Penalty: 4547.667969
	Iteration 21Q: 3 clusters Score -1333651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1333656.875000 Penalty: 4547.667969
	Iteration 22Q: 3 clusters Score -1333657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1333664.375000 Penalty: 4547.667969
	Iteration 23Q: 3 clusters Score -1333664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1333670.250000 Penalty: 4547.667969
	Iteration 24Q: 3 clusters Score -1333670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1333681.375000 Penalty: 4547.667969
	Iteration 25Q: 3 clusters Score -1333681 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1333683.500000 Penalty: 4547.667969
	Iteration 26Q: 3 clusters Score -1333684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1333695.375000 Penalty: 4547.667969
	Iteration 27Q: 3 clusters Score -1333695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1333699.750000 Penalty: 4547.667969
	Iteration 28Q: 3 clusters Score -1333700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1333709.500000 Penalty: 4547.667969
	Iteration 29Q: 3 clusters Score -1333710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1333712.625000 Penalty: 4547.667969
	Iteration 30Q: 3 clusters Score -1333713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1333716.375000 Penalty: 4547.667969
	Iteration 31Q: 3 clusters Score -1333716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1333723.000000 Penalty: 4547.667969
	Iteration 32Q: 3 clusters Score -1333723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1333733.250000 Penalty: 4547.667969
	Iteration 33Q: 3 clusters Score -1333733 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1333739.000000 Penalty: 4547.667969
	Iteration 34Q: 3 clusters Score -1333739 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1333739.875000 Penalty: 4547.667969
	Iteration 35Q: 3 clusters Score -1333740 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1333745.250000 Penalty: 4547.667969
	Iteration 36Q: 3 clusters Score -1333745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1333747.625000 Penalty: 4547.667969
	Iteration 37Q: 3 clusters Score -1333748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1333755.625000 Penalty: 4547.667969
	Iteration 38Q: 3 clusters Score -1333756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1333757.625000 Penalty: 4547.667969
	Iteration 39Q: 3 clusters Score -1333758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1333759.625000 Penalty: 4547.667969
	Iteration 40F: 3 clusters Score -1333760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1333762.000000 Penalty: 4547.667969
	Iteration 41Q: 3 clusters Score -1333762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1333765.750000 Penalty: 4547.667969
	Iteration 42Q: 3 clusters Score -1333766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1333770.625000 Penalty: 4547.667969
	Iteration 43Q: 3 clusters Score -1333771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1333775.375000 Penalty: 4547.667969
	Iteration 44Q: 3 clusters Score -1333775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1333778.500000 Penalty: 4547.667969
	Iteration 45Q: 3 clusters Score -1333778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1333778.750000 Penalty: 4547.667969
	Iteration 46Q: 3 clusters Score -1333779 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1333779.125000 Penalty: 4547.667969
	Iteration 47Q: 3 clusters Score -1333779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1333781.375000 Penalty: 4547.667969
	Iteration 48Q: 3 clusters Score -1333781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1333780.750000 Penalty: 4547.667969
	Iteration 49Q: 3 clusters Score -1333781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1333780.500000 Penalty: 4547.667969
	Iteration 50Q: 3 clusters Score -1333780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1333782.750000 Penalty: 4547.667969
	Iteration 51Q: 3 clusters Score -1333783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1333785.000000 Penalty: 4547.667969
	Iteration 52Q: 3 clusters Score -1333785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1333784.750000 Penalty: 4547.667969
	Iteration 53Q: 3 clusters Score -1333785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1333781.000000 Penalty: 4547.667969
	Iteration 54Q: 3 clusters Score -1333781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1333783.875000 Penalty: 4547.667969
	Iteration 55Q: 3 clusters Score -1333784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1333786.250000 Penalty: 4547.667969
	Iteration 56Q: 3 clusters Score -1333786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1333786.125000 Penalty: 4547.667969
	Iteration 57Q: 3 clusters Score -1333786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1333787.000000 Penalty: 4547.667969
	Iteration 58Q: 3 clusters Score -1333787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1333787.875000 Penalty: 4547.667969
	Iteration 59Q: 3 clusters Score -1333788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1333787.750000 Penalty: 4547.667969
	Iteration 60F: 3 clusters Score -1333788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1333786.125000 Penalty: 4547.667969
	Iteration 61Q: 3 clusters Score -1333786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1333787.125000 Penalty: 4547.667969
	Iteration 62Q: 3 clusters Score -1333787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1333786.500000 Penalty: 4547.667969
	Iteration 63Q: 3 clusters Score -1333786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1333787.125000 Penalty: 4547.667969
	Iteration 64Q: 3 clusters Score -1333787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1333787.125000 Penalty: 4547.667969
	Iteration 65F: 3 clusters Score -1333787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Entering Unmasked Estep 
Score: -3996593.000000 Penalty: 2550.494141
	Iteration 0F: 2 clusters Score -3996593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3976480.000000 Penalty: 5100.988281
	Iteration 0F: 3 clusters Score -3976480 nChanged 13165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3983792.500000 Penalty: 5100.988281
	Iteration 1F: 3 clusters Score -3983792 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -3984689.750000 Penalty: 5100.988281
	Iteration 2F: 3 clusters Score -3984690 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -3985854.000000 Penalty: 5100.988281
	Iteration 3F: 3 clusters Score -3985854 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -3987348.750000 Penalty: 5100.988281
	Iteration 4F: 3 clusters Score -3987349 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -3989008.500000 Penalty: 5100.988281
	Iteration 5F: 3 clusters Score -3989008 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -3990417.500000 Penalty: 5100.988281
	Iteration 6F: 3 clusters Score -3990418 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3991449.250000 Penalty: 5100.988281
	Iteration 7F: 3 clusters Score -3991449 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -3992185.750000 Penalty: 5100.988281
	Iteration 8Q: 3 clusters Score -3992186 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3992794.750000 Penalty: 5100.988281
	Iteration 9Q: 3 clusters Score -3992795 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -3993211.750000 Penalty: 5100.988281
	Iteration 10Q: 3 clusters Score -3993212 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -3993545.000000 Penalty: 5100.988281
	Iteration 11Q: 3 clusters Score -3993545 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 27567 members 
Entering Unmasked Estep 
Score: -3993819.250000 Penalty: 5100.988281
	Iteration 12Q: 3 clusters Score -3993819 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -3994047.000000 Penalty: 5100.988281
	Iteration 13Q: 3 clusters Score -3994047 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3994183.750000 Penalty: 5100.988281
	Iteration 14Q: 3 clusters Score -3994184 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -3994278.500000 Penalty: 5100.988281
	Iteration 15Q: 3 clusters Score -3994278 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -3994349.750000 Penalty: 5100.988281
	Iteration 16Q: 3 clusters Score -3994350 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3994399.500000 Penalty: 5100.988281
	Iteration 17Q: 3 clusters Score -3994400 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3994438.000000 Penalty: 5100.988281
	Iteration 18Q: 3 clusters Score -3994438 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -3994475.000000 Penalty: 5100.988281
	Iteration 19Q: 3 clusters Score -3994475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -3994507.750000 Penalty: 5100.988281
	Iteration 20F: 3 clusters Score -3994508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -3994521.500000 Penalty: 5100.988281
	Iteration 21Q: 3 clusters Score -3994522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3994538.250000 Penalty: 5100.988281
	Iteration 22Q: 3 clusters Score -3994538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3994554.750000 Penalty: 5100.988281
	Iteration 23Q: 3 clusters Score -3994555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -3994560.000000 Penalty: 5100.988281
	Iteration 24Q: 3 clusters Score -3994560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28514 members 
Entering Unmasked Estep 
Score: -3994568.750000 Penalty: 5100.988281
	Iteration 25Q: 3 clusters Score -3994569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -3994565.750000 Penalty: 5100.988281
	Iteration 26Q: 3 clusters Score -3994566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -3994570.250000 Penalty: 5100.988281
	Iteration 27Q: 3 clusters Score -3994570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3994572.250000 Penalty: 5100.988281
	Iteration 28Q: 3 clusters Score -3994572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3994579.250000 Penalty: 5100.988281
	Iteration 29Q: 3 clusters Score -3994579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -3994574.250000 Penalty: 5100.988281
	Iteration 30Q: 3 clusters Score -3994574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -3994582.000000 Penalty: 5100.988281
	Iteration 31Q: 3 clusters Score -3994582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3994586.000000 Penalty: 5100.988281
	Iteration 32Q: 3 clusters Score -3994586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3994592.000000 Penalty: 5100.988281
	Iteration 33Q: 3 clusters Score -3994592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3994591.000000 Penalty: 5100.988281
	Iteration 34Q: 3 clusters Score -3994591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -3994591.000000 Penalty: 5100.988281
	Iteration 35F: 3 clusters Score -3994591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (248718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248718 members 
Entering Unmasked Estep 
Score: -34767276.000000 Penalty: 3081.170654
	Iteration 0F: 2 clusters Score -3.476728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124269 members 
Mstep: Class 2 contains 124449 members 
Entering Unmasked Estep 
Score: -34608940.000000 Penalty: 6162.341309
	Iteration 0F: 3 clusters Score -3.460894e+07 nChanged 120413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123436 members 
Mstep: Class 2 contains 125282 members 
Entering Unmasked Estep 
Score: -34679808.000000 Penalty: 6162.341309
	Iteration 1F: 3 clusters Score -3.467981e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123263 members 
Mstep: Class 2 contains 125455 members 
Entering Unmasked Estep 
Score: -34681120.000000 Penalty: 6162.341309
	Iteration 2Q: 3 clusters Score -3.468112e+07 nChanged 6563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122884 members 
Mstep: Class 2 contains 125834 members 
Entering Unmasked Estep 
Score: -34682156.000000 Penalty: 6162.341309
	Iteration 3Q: 3 clusters Score -3.468216e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122273 members 
Mstep: Class 2 contains 126445 members 
Entering Unmasked Estep 
Score: -34683780.000000 Penalty: 6162.341309
	Iteration 4Q: 3 clusters Score -3.468378e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121275 members 
Mstep: Class 2 contains 127443 members 
Entering Unmasked Estep 
Score: -34685920.000000 Penalty: 6162.341309
	Iteration 5Q: 3 clusters Score -3.468592e+07 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119846 members 
Mstep: Class 2 contains 128872 members 
Entering Unmasked Estep 
Score: -34688884.000000 Penalty: 6162.341309
	Iteration 6Q: 3 clusters Score -3.468888e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117883 members 
Mstep: Class 2 contains 130835 members 
Entering Unmasked Estep 
Score: -34693604.000000 Penalty: 6162.341309
	Iteration 7Q: 3 clusters Score -3.46936e+07 nChanged 12948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115205 members 
Mstep: Class 2 contains 133513 members 
Entering Unmasked Estep 
Score: -34701652.000000 Penalty: 6162.341309
	Iteration 8F: 3 clusters Score -3.470165e+07 nChanged 15632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112287 members 
Mstep: Class 2 contains 136431 members 
Entering Unmasked Estep 
Score: -34713240.000000 Penalty: 6162.341309
	Iteration 9F: 3 clusters Score -3.471324e+07 nChanged 16581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109660 members 
Mstep: Class 2 contains 139058 members 
Entering Unmasked Estep 
Score: -34725192.000000 Penalty: 6162.341309
	Iteration 10F: 3 clusters Score -3.472519e+07 nChanged 14024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108038 members 
Mstep: Class 2 contains 140680 members 
Entering Unmasked Estep 
Score: -34732384.000000 Penalty: 6162.341309
	Iteration 11F: 3 clusters Score -3.473238e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106956 members 
Mstep: Class 2 contains 141762 members 
Entering Unmasked Estep 
Score: -34734796.000000 Penalty: 6162.341309
	Iteration 12Q: 3 clusters Score -3.47348e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105784 members 
Mstep: Class 2 contains 142934 members 
Entering Unmasked Estep 
Score: -34735720.000000 Penalty: 6162.341309
	Iteration 13Q: 3 clusters Score -3.473572e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104456 members 
Mstep: Class 2 contains 144262 members 
Entering Unmasked Estep 
Score: -34736196.000000 Penalty: 6162.341309
	Iteration 14Q: 3 clusters Score -3.47362e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102858 members 
Mstep: Class 2 contains 145860 members 
Entering Unmasked Estep 
Score: -34736900.000000 Penalty: 6162.341309
	Iteration 15Q: 3 clusters Score -3.47369e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101085 members 
Mstep: Class 2 contains 147633 members 
Entering Unmasked Estep 
Score: -34737616.000000 Penalty: 6162.341309
	Iteration 16Q: 3 clusters Score -3.473762e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99071 members 
Mstep: Class 2 contains 149647 members 
Entering Unmasked Estep 
Score: -34738192.000000 Penalty: 6162.341309
	Iteration 17Q: 3 clusters Score -3.473819e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96909 members 
Mstep: Class 2 contains 151809 members 
Entering Unmasked Estep 
Score: -34739076.000000 Penalty: 6162.341309
	Iteration 18Q: 3 clusters Score -3.473908e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94646 members 
Mstep: Class 2 contains 154072 members 
Entering Unmasked Estep 
Score: -34739804.000000 Penalty: 6162.341309
	Iteration 19Q: 3 clusters Score -3.47398e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 156489 members 
Entering Unmasked Estep 
Score: -34740584.000000 Penalty: 6162.341309
	Iteration 20F: 3 clusters Score -3.474058e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89665 members 
Mstep: Class 2 contains 159053 members 
Entering Unmasked Estep 
Score: -34741508.000000 Penalty: 6162.341309
	Iteration 21Q: 3 clusters Score -3.474151e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86877 members 
Mstep: Class 2 contains 161841 members 
Entering Unmasked Estep 
Score: -34742544.000000 Penalty: 6162.341309
	Iteration 22Q: 3 clusters Score -3.474254e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83875 members 
Mstep: Class 2 contains 164843 members 
Entering Unmasked Estep 
Score: -34743588.000000 Penalty: 6162.341309
	Iteration 23Q: 3 clusters Score -3.474359e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 168046 members 
Entering Unmasked Estep 
Score: -34744688.000000 Penalty: 6162.341309
	Iteration 24Q: 3 clusters Score -3.474469e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77495 members 
Mstep: Class 2 contains 171223 members 
Entering Unmasked Estep 
Score: -34745928.000000 Penalty: 6162.341309
	Iteration 25Q: 3 clusters Score -3.474593e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74168 members 
Mstep: Class 2 contains 174550 members 
Entering Unmasked Estep 
Score: -34747104.000000 Penalty: 6162.341309
	Iteration 26Q: 3 clusters Score -3.47471e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70847 members 
Mstep: Class 2 contains 177871 members 
Entering Unmasked Estep 
Score: -34748204.000000 Penalty: 6162.341309
	Iteration 27Q: 3 clusters Score -3.47482e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67489 members 
Mstep: Class 2 contains 181229 members 
Entering Unmasked Estep 
Score: -34749724.000000 Penalty: 6162.341309
	Iteration 28Q: 3 clusters Score -3.474972e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64105 members 
Mstep: Class 2 contains 184613 members 
Entering Unmasked Estep 
Score: -34750900.000000 Penalty: 6162.341309
	Iteration 29Q: 3 clusters Score -3.47509e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 188024 members 
Entering Unmasked Estep 
Score: -34752196.000000 Penalty: 6162.341309
	Iteration 30Q: 3 clusters Score -3.47522e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57337 members 
Mstep: Class 2 contains 191381 members 
Entering Unmasked Estep 
Score: -34753132.000000 Penalty: 6162.341309
	Iteration 31Q: 3 clusters Score -3.475313e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 194720 members 
Entering Unmasked Estep 
Score: -34754348.000000 Penalty: 6162.341309
	Iteration 32Q: 3 clusters Score -3.475435e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 198021 members 
Entering Unmasked Estep 
Score: -34755660.000000 Penalty: 6162.341309
	Iteration 33Q: 3 clusters Score -3.475566e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 201285 members 
Entering Unmasked Estep 
Score: -34756752.000000 Penalty: 6162.341309
	Iteration 34Q: 3 clusters Score -3.475675e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 204505 members 
Entering Unmasked Estep 
Score: -34757768.000000 Penalty: 6162.341309
	Iteration 35Q: 3 clusters Score -3.475777e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 207577 members 
Entering Unmasked Estep 
Score: -34758480.000000 Penalty: 6162.341309
	Iteration 36Q: 3 clusters Score -3.475848e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 210471 members 
Entering Unmasked Estep 
Score: -34759276.000000 Penalty: 6162.341309
	Iteration 37Q: 3 clusters Score -3.475928e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 213367 members 
Entering Unmasked Estep 
Score: -34759740.000000 Penalty: 6162.341309
	Iteration 38Q: 3 clusters Score -3.475974e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 216106 members 
Entering Unmasked Estep 
Score: -34760616.000000 Penalty: 6162.341309
	Iteration 39Q: 3 clusters Score -3.476062e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 218767 members 
Entering Unmasked Estep 
Score: -34761220.000000 Penalty: 6162.341309
	Iteration 40F: 3 clusters Score -3.476122e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 221339 members 
Entering Unmasked Estep 
Score: -34761824.000000 Penalty: 6162.341309
	Iteration 41Q: 3 clusters Score -3.476182e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 223780 members 
Entering Unmasked Estep 
Score: -34762388.000000 Penalty: 6162.341309
	Iteration 42Q: 3 clusters Score -3.476239e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 226070 members 
Entering Unmasked Estep 
Score: -34763036.000000 Penalty: 6162.341309
	Iteration 43Q: 3 clusters Score -3.476304e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 228196 members 
Entering Unmasked Estep 
Score: -34763724.000000 Penalty: 6162.341309
	Iteration 44Q: 3 clusters Score -3.476372e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 230187 members 
Entering Unmasked Estep 
Score: -34764260.000000 Penalty: 6162.341309
	Iteration 45Q: 3 clusters Score -3.476426e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 232104 members 
Entering Unmasked Estep 
Score: -34764444.000000 Penalty: 6162.341309
	Iteration 46Q: 3 clusters Score -3.476444e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 233844 members 
Entering Unmasked Estep 
Score: -34764496.000000 Penalty: 6162.341309
	Iteration 47Q: 3 clusters Score -3.47645e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 235502 members 
Entering Unmasked Estep 
Score: -34764764.000000 Penalty: 6162.341309
	Iteration 48Q: 3 clusters Score -3.476476e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 236943 members 
Entering Unmasked Estep 
Score: -34764960.000000 Penalty: 6162.341309
	Iteration 49Q: 3 clusters Score -3.476496e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 238308 members 
Entering Unmasked Estep 
Score: -34765440.000000 Penalty: 6162.341309
	Iteration 50Q: 3 clusters Score -3.476544e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 239527 members 
Entering Unmasked Estep 
Score: -34765712.000000 Penalty: 6162.341309
	Iteration 51Q: 3 clusters Score -3.476571e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 240591 members 
Entering Unmasked Estep 
Score: -34765740.000000 Penalty: 6162.341309
	Iteration 52Q: 3 clusters Score -3.476574e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 241541 members 
Entering Unmasked Estep 
Score: -34765836.000000 Penalty: 6162.341309
	Iteration 53Q: 3 clusters Score -3.476584e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 242384 members 
Entering Unmasked Estep 
Score: -34765756.000000 Penalty: 6162.341309
	Iteration 54Q: 3 clusters Score -3.476576e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 243165 members 
Entering Unmasked Estep 
Score: -34765836.000000 Penalty: 6162.341309
	Iteration 55Q: 3 clusters Score -3.476584e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 243842 members 
Entering Unmasked Estep 
Score: -34765796.000000 Penalty: 6162.341309
	Iteration 56Q: 3 clusters Score -3.47658e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 244423 members 
Entering Unmasked Estep 
Score: -34765736.000000 Penalty: 6162.341309
	Iteration 57Q: 3 clusters Score -3.476574e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 244929 members 
Entering Unmasked Estep 
Score: -34765536.000000 Penalty: 6162.341309
	Iteration 58Q: 3 clusters Score -3.476554e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 245396 members 
Entering Unmasked Estep 
Score: -34765432.000000 Penalty: 6162.341309
	Iteration 59Q: 3 clusters Score -3.476543e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 245798 members 
Entering Unmasked Estep 
Score: -34765276.000000 Penalty: 6162.341309
	Iteration 60F: 3 clusters Score -3.476528e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 246171 members 
Entering Unmasked Estep 
Score: -34765240.000000 Penalty: 6162.341309
	Iteration 61Q: 3 clusters Score -3.476524e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 246492 members 
Entering Unmasked Estep 
Score: -34765156.000000 Penalty: 6162.341309
	Iteration 62Q: 3 clusters Score -3.476516e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 246749 members 
Entering Unmasked Estep 
Score: -34765212.000000 Penalty: 6162.341309
	Iteration 63Q: 3 clusters Score -3.476521e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 246980 members 
Entering Unmasked Estep 
Score: -34765196.000000 Penalty: 6162.341309
	Iteration 64Q: 3 clusters Score -3.47652e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 247186 members 
Entering Unmasked Estep 
Score: -34765132.000000 Penalty: 6162.341309
	Iteration 65Q: 3 clusters Score -3.476513e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 247353 members 
Entering Unmasked Estep 
Score: -34765132.000000 Penalty: 6162.341309
	Iteration 66Q: 3 clusters Score -3.476513e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 247486 members 
Entering Unmasked Estep 
Score: -34765120.000000 Penalty: 6162.341309
	Iteration 67Q: 3 clusters Score -3.476512e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 247582 members 
Entering Unmasked Estep 
Score: -34765136.000000 Penalty: 6162.341309
	Iteration 68Q: 3 clusters Score -3.476514e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 247653 members 
Entering Unmasked Estep 
Score: -34765096.000000 Penalty: 6162.341309
	Iteration 69Q: 3 clusters Score -3.47651e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 247701 members 
Entering Unmasked Estep 
Score: -34765104.000000 Penalty: 6162.341309
	Iteration 70Q: 3 clusters Score -3.47651e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 247748 members 
Entering Unmasked Estep 
Score: -34765100.000000 Penalty: 6162.341309
	Iteration 71Q: 3 clusters Score -3.47651e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 247785 members 
Entering Unmasked Estep 
Score: -34765112.000000 Penalty: 6162.341309
	Iteration 72Q: 3 clusters Score -3.476511e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 247810 members 
Entering Unmasked Estep 
Score: -34765108.000000 Penalty: 6162.341309
	Iteration 73Q: 3 clusters Score -3.476511e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 247836 members 
Entering Unmasked Estep 
Score: -34765112.000000 Penalty: 6162.341309
	Iteration 74Q: 3 clusters Score -3.476511e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 247863 members 
Entering Unmasked Estep 
Score: -34765064.000000 Penalty: 6162.341309
	Iteration 75Q: 3 clusters Score -3.476506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 247879 members 
Entering Unmasked Estep 
Score: -34765060.000000 Penalty: 6162.341309
	Iteration 76Q: 3 clusters Score -3.476506e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 247901 members 
Entering Unmasked Estep 
Score: -34765076.000000 Penalty: 6162.341309
	Iteration 77Q: 3 clusters Score -3.476508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 247916 members 
Entering Unmasked Estep 
Score: -34765072.000000 Penalty: 6162.341309
	Iteration 78Q: 3 clusters Score -3.476507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 247927 members 
Entering Unmasked Estep 
Score: -34765072.000000 Penalty: 6162.341309
	Iteration 79Q: 3 clusters Score -3.476507e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 247939 members 
Entering Unmasked Estep 
Score: -34765064.000000 Penalty: 6162.341309
	Iteration 80F: 3 clusters Score -3.476506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 247954 members 
Entering Unmasked Estep 
Score: -34765040.000000 Penalty: 6162.341309
	Iteration 81Q: 3 clusters Score -3.476504e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 247966 members 
Entering Unmasked Estep 
Score: -34765072.000000 Penalty: 6162.341309
	Iteration 82Q: 3 clusters Score -3.476507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 247975 members 
Entering Unmasked Estep 
Score: -34765064.000000 Penalty: 6162.341309
	Iteration 83Q: 3 clusters Score -3.476506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 247986 members 
Entering Unmasked Estep 
Score: -34765036.000000 Penalty: 6162.341309
	Iteration 84Q: 3 clusters Score -3.476504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 247993 members 
Entering Unmasked Estep 
Score: -34765024.000000 Penalty: 6162.341309
	Iteration 85Q: 3 clusters Score -3.476502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 247998 members 
Entering Unmasked Estep 
Score: -34765020.000000 Penalty: 6162.341309
	Iteration 86Q: 3 clusters Score -3.476502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 248007 members 
Entering Unmasked Estep 
Score: -34765040.000000 Penalty: 6162.341309
	Iteration 87Q: 3 clusters Score -3.476504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 248009 members 
Entering Unmasked Estep 
Score: -34765032.000000 Penalty: 6162.341309
	Iteration 88Q: 3 clusters Score -3.476503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 248013 members 
Entering Unmasked Estep 
Score: -34765036.000000 Penalty: 6162.341309
	Iteration 89Q: 3 clusters Score -3.476504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 248018 members 
Entering Unmasked Estep 
Score: -34765048.000000 Penalty: 6162.341309
	Iteration 90Q: 3 clusters Score -3.476505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 248022 members 
Entering Unmasked Estep 
Score: -34765040.000000 Penalty: 6162.341309
	Iteration 91Q: 3 clusters Score -3.476504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 248028 members 
Entering Unmasked Estep 
Score: -34765032.000000 Penalty: 6162.341309
	Iteration 92Q: 3 clusters Score -3.476503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 248033 members 
Entering Unmasked Estep 
Score: -34765040.000000 Penalty: 6162.341309
	Iteration 93Q: 3 clusters Score -3.476504e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 248041 members 
Entering Unmasked Estep 
Score: -34765032.000000 Penalty: 6162.341309
	Iteration 94Q: 3 clusters Score -3.476503e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 248049 members 
Entering Unmasked Estep 
Score: -34765028.000000 Penalty: 6162.341309
	Iteration 95Q: 3 clusters Score -3.476503e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 248054 members 
Entering Unmasked Estep 
Score: -34765020.000000 Penalty: 6162.341309
	Iteration 96Q: 3 clusters Score -3.476502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 248061 members 
Entering Unmasked Estep 
Score: -34765032.000000 Penalty: 6162.341309
	Iteration 97Q: 3 clusters Score -3.476503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 248064 members 
Entering Unmasked Estep 
Score: -34765036.000000 Penalty: 6162.341309
	Iteration 98Q: 3 clusters Score -3.476504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 248064 members 
Entering Unmasked Estep 
Score: -34765028.000000 Penalty: 6162.341309
	Iteration 99Q: 3 clusters Score -3.476503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 248066 members 
Entering Unmasked Estep 
Score: -34765032.000000 Penalty: 6162.341309
	Iteration 100F: 3 clusters Score -3.476503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Entering Unmasked Estep 
Score: -1709823.625000 Penalty: 2350.600342
	Iteration 0F: 2 clusters Score -1709824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1700169.125000 Penalty: 4701.200684
	Iteration 0F: 3 clusters Score -1700169 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1703121.375000 Penalty: 4701.200684
	Iteration 1F: 3 clusters Score -1703121 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1703422.000000 Penalty: 4701.200684
	Iteration 2F: 3 clusters Score -1703422 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1703628.625000 Penalty: 4701.200684
	Iteration 3Q: 3 clusters Score -1703629 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1703767.625000 Penalty: 4701.200684
	Iteration 4Q: 3 clusters Score -1703768 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1703884.500000 Penalty: 4701.200684
	Iteration 5Q: 3 clusters Score -1703884 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1703973.125000 Penalty: 4701.200684
	Iteration 6Q: 3 clusters Score -1703973 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1704060.000000 Penalty: 4701.200684
	Iteration 7Q: 3 clusters Score -1704060 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1704150.375000 Penalty: 4701.200684
	Iteration 8Q: 3 clusters Score -1704150 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1704219.250000 Penalty: 4701.200684
	Iteration 9Q: 3 clusters Score -1704219 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1704291.750000 Penalty: 4701.200684
	Iteration 10Q: 3 clusters Score -1704292 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1704375.125000 Penalty: 4701.200684
	Iteration 11Q: 3 clusters Score -1704375 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1704467.500000 Penalty: 4701.200684
	Iteration 12Q: 3 clusters Score -1704468 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1704547.750000 Penalty: 4701.200684
	Iteration 13Q: 3 clusters Score -1704548 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1704638.625000 Penalty: 4701.200684
	Iteration 14Q: 3 clusters Score -1704639 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1704747.000000 Penalty: 4701.200684
	Iteration 15Q: 3 clusters Score -1704747 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1704872.250000 Penalty: 4701.200684
	Iteration 16Q: 3 clusters Score -1704872 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1705022.125000 Penalty: 4701.200684
	Iteration 17Q: 3 clusters Score -1705022 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1705221.750000 Penalty: 4701.200684
	Iteration 18Q: 3 clusters Score -1705222 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1705436.500000 Penalty: 4701.200684
	Iteration 19Q: 3 clusters Score -1705436 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1705672.000000 Penalty: 4701.200684
	Iteration 20F: 3 clusters Score -1705672 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1705894.750000 Penalty: 4701.200684
	Iteration 21Q: 3 clusters Score -1705895 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1706105.750000 Penalty: 4701.200684
	Iteration 22Q: 3 clusters Score -1706106 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1706324.000000 Penalty: 4701.200684
	Iteration 23Q: 3 clusters Score -1706324 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1706550.125000 Penalty: 4701.200684
	Iteration 24Q: 3 clusters Score -1706550 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1706786.000000 Penalty: 4701.200684
	Iteration 25Q: 3 clusters Score -1706786 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1706992.625000 Penalty: 4701.200684
	Iteration 26Q: 3 clusters Score -1706993 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1707190.000000 Penalty: 4701.200684
	Iteration 27Q: 3 clusters Score -1707190 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1707350.375000 Penalty: 4701.200684
	Iteration 28Q: 3 clusters Score -1707350 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1707482.375000 Penalty: 4701.200684
	Iteration 29Q: 3 clusters Score -1707482 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1707565.875000 Penalty: 4701.200684
	Iteration 30Q: 3 clusters Score -1707566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1707631.625000 Penalty: 4701.200684
	Iteration 31Q: 3 clusters Score -1707632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1707676.125000 Penalty: 4701.200684
	Iteration 32Q: 3 clusters Score -1707676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1707715.375000 Penalty: 4701.200684
	Iteration 33Q: 3 clusters Score -1707715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1707746.000000 Penalty: 4701.200684
	Iteration 34Q: 3 clusters Score -1707746 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1707777.500000 Penalty: 4701.200684
	Iteration 35Q: 3 clusters Score -1707778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1707813.125000 Penalty: 4701.200684
	Iteration 36Q: 3 clusters Score -1707813 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1707836.500000 Penalty: 4701.200684
	Iteration 37Q: 3 clusters Score -1707836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1707845.125000 Penalty: 4701.200684
	Iteration 38Q: 3 clusters Score -1707845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1707856.250000 Penalty: 4701.200684
	Iteration 39Q: 3 clusters Score -1707856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1707863.250000 Penalty: 4701.200684
	Iteration 40F: 3 clusters Score -1707863 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1707871.375000 Penalty: 4701.200684
	Iteration 41Q: 3 clusters Score -1707871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1707874.625000 Penalty: 4701.200684
	Iteration 42Q: 3 clusters Score -1707875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1707875.750000 Penalty: 4701.200684
	Iteration 43Q: 3 clusters Score -1707876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1707876.250000 Penalty: 4701.200684
	Iteration 44Q: 3 clusters Score -1707876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1707877.125000 Penalty: 4701.200684
	Iteration 45Q: 3 clusters Score -1707877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1707877.375000 Penalty: 4701.200684
	Iteration 46Q: 3 clusters Score -1707877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1707875.750000 Penalty: 4701.200684
	Iteration 47Q: 3 clusters Score -1707876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1707877.500000 Penalty: 4701.200684
	Iteration 48Q: 3 clusters Score -1707878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1707882.250000 Penalty: 4701.200684
	Iteration 49Q: 3 clusters Score -1707882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1707885.125000 Penalty: 4701.200684
	Iteration 50Q: 3 clusters Score -1707885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1707885.125000 Penalty: 4701.200684
	Iteration 51F: 3 clusters Score -1707885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29483.666016 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29483.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -28288.082031 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28288.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28393.533203 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28393.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28459.039062 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28459.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28484.996094 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28513.892578 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -28513.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28517.480469 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -28517.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28517.480469 Penalty: 2712.157715
	Iteration 6F: 3 clusters Score -28517.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48929 members 
Entering Unmasked Estep 
Score: -6585214.500000 Penalty: 2677.935059
	Iteration 0F: 2 clusters Score -6585214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -6552195.000000 Penalty: 5355.870117
	Iteration 0F: 3 clusters Score -6552195 nChanged 22725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -6564827.500000 Penalty: 5355.870117
	Iteration 1F: 3 clusters Score -6564828 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -6565638.000000 Penalty: 5355.870117
	Iteration 2Q: 3 clusters Score -6565638 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -6566440.500000 Penalty: 5355.870117
	Iteration 3Q: 3 clusters Score -6566440 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 25755 members 
Entering Unmasked Estep 
Score: -6567476.500000 Penalty: 5355.870117
	Iteration 4Q: 3 clusters Score -6567476 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -6568734.500000 Penalty: 5355.870117
	Iteration 5F: 3 clusters Score -6568734 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 28125 members 
Entering Unmasked Estep 
Score: -6570315.500000 Penalty: 5355.870117
	Iteration 6F: 3 clusters Score -6570316 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 29625 members 
Entering Unmasked Estep 
Score: -6572058.000000 Penalty: 5355.870117
	Iteration 7F: 3 clusters Score -6572058 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 31188 members 
Entering Unmasked Estep 
Score: -6573707.500000 Penalty: 5355.870117
	Iteration 8F: 3 clusters Score -6573708 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -6575220.500000 Penalty: 5355.870117
	Iteration 9Q: 3 clusters Score -6575220 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 33731 members 
Entering Unmasked Estep 
Score: -6576613.500000 Penalty: 5355.870117
	Iteration 10Q: 3 clusters Score -6576614 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -6577895.000000 Penalty: 5355.870117
	Iteration 11Q: 3 clusters Score -6577895 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -6578904.000000 Penalty: 5355.870117
	Iteration 12Q: 3 clusters Score -6578904 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -6579619.000000 Penalty: 5355.870117
	Iteration 13Q: 3 clusters Score -6579619 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -6580065.000000 Penalty: 5355.870117
	Iteration 14Q: 3 clusters Score -6580065 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -6580362.500000 Penalty: 5355.870117
	Iteration 15Q: 3 clusters Score -6580362 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -6580651.500000 Penalty: 5355.870117
	Iteration 16Q: 3 clusters Score -6580652 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -6580897.500000 Penalty: 5355.870117
	Iteration 17Q: 3 clusters Score -6580898 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 38750 members 
Entering Unmasked Estep 
Score: -6581145.500000 Penalty: 5355.870117
	Iteration 18Q: 3 clusters Score -6581146 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -6581319.000000 Penalty: 5355.870117
	Iteration 19Q: 3 clusters Score -6581319 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 39544 members 
Entering Unmasked Estep 
Score: -6581505.000000 Penalty: 5355.870117
	Iteration 20F: 3 clusters Score -6581505 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -6581618.500000 Penalty: 5355.870117
	Iteration 21Q: 3 clusters Score -6581618 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -6581739.000000 Penalty: 5355.870117
	Iteration 22Q: 3 clusters Score -6581739 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -6581837.500000 Penalty: 5355.870117
	Iteration 23Q: 3 clusters Score -6581838 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -6581944.000000 Penalty: 5355.870117
	Iteration 24Q: 3 clusters Score -6581944 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -6582023.000000 Penalty: 5355.870117
	Iteration 25Q: 3 clusters Score -6582023 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -6582111.500000 Penalty: 5355.870117
	Iteration 26Q: 3 clusters Score -6582112 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -6582194.000000 Penalty: 5355.870117
	Iteration 27Q: 3 clusters Score -6582194 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -6582278.000000 Penalty: 5355.870117
	Iteration 28Q: 3 clusters Score -6582278 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -6582386.500000 Penalty: 5355.870117
	Iteration 29Q: 3 clusters Score -6582386 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -6582451.000000 Penalty: 5355.870117
	Iteration 30Q: 3 clusters Score -6582451 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -6582530.500000 Penalty: 5355.870117
	Iteration 31Q: 3 clusters Score -6582530 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 43021 members 
Entering Unmasked Estep 
Score: -6582597.500000 Penalty: 5355.870117
	Iteration 32Q: 3 clusters Score -6582598 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -6582676.000000 Penalty: 5355.870117
	Iteration 33Q: 3 clusters Score -6582676 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -6582761.000000 Penalty: 5355.870117
	Iteration 34Q: 3 clusters Score -6582761 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -6582826.000000 Penalty: 5355.870117
	Iteration 35Q: 3 clusters Score -6582826 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -6582880.000000 Penalty: 5355.870117
	Iteration 36Q: 3 clusters Score -6582880 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -6582934.000000 Penalty: 5355.870117
	Iteration 37Q: 3 clusters Score -6582934 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -6582968.500000 Penalty: 5355.870117
	Iteration 38Q: 3 clusters Score -6582968 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -6583025.000000 Penalty: 5355.870117
	Iteration 39Q: 3 clusters Score -6583025 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -6583048.500000 Penalty: 5355.870117
	Iteration 40F: 3 clusters Score -6583048 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -6583088.500000 Penalty: 5355.870117
	Iteration 41Q: 3 clusters Score -6583088 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -6583120.000000 Penalty: 5355.870117
	Iteration 42Q: 3 clusters Score -6583120 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -6583128.000000 Penalty: 5355.870117
	Iteration 43Q: 3 clusters Score -6583128 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -6583148.500000 Penalty: 5355.870117
	Iteration 44Q: 3 clusters Score -6583148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -6583162.000000 Penalty: 5355.870117
	Iteration 45Q: 3 clusters Score -6583162 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -6583189.500000 Penalty: 5355.870117
	Iteration 46Q: 3 clusters Score -6583190 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -6583191.500000 Penalty: 5355.870117
	Iteration 47Q: 3 clusters Score -6583192 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 45405 members 
Entering Unmasked Estep 
Score: -6583227.000000 Penalty: 5355.870117
	Iteration 48Q: 3 clusters Score -6583227 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -6583261.500000 Penalty: 5355.870117
	Iteration 49Q: 3 clusters Score -6583262 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -6583279.000000 Penalty: 5355.870117
	Iteration 50Q: 3 clusters Score -6583279 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -6583289.000000 Penalty: 5355.870117
	Iteration 51Q: 3 clusters Score -6583289 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -6583303.000000 Penalty: 5355.870117
	Iteration 52Q: 3 clusters Score -6583303 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -6583328.500000 Penalty: 5355.870117
	Iteration 53Q: 3 clusters Score -6583328 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -6583328.500000 Penalty: 5355.870117
	Iteration 54Q: 3 clusters Score -6583328 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -6583349.500000 Penalty: 5355.870117
	Iteration 55Q: 3 clusters Score -6583350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 45933 members 
Entering Unmasked Estep 
Score: -6583353.500000 Penalty: 5355.870117
	Iteration 56Q: 3 clusters Score -6583354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -6583376.500000 Penalty: 5355.870117
	Iteration 57Q: 3 clusters Score -6583376 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -6583387.500000 Penalty: 5355.870117
	Iteration 58Q: 3 clusters Score -6583388 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -6583400.500000 Penalty: 5355.870117
	Iteration 59Q: 3 clusters Score -6583400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -6583403.500000 Penalty: 5355.870117
	Iteration 60F: 3 clusters Score -6583404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -6583405.500000 Penalty: 5355.870117
	Iteration 61Q: 3 clusters Score -6583406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 46173 members 
Entering Unmasked Estep 
Score: -6583413.500000 Penalty: 5355.870117
	Iteration 62Q: 3 clusters Score -6583414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -6583415.000000 Penalty: 5355.870117
	Iteration 63Q: 3 clusters Score -6583415 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -6583420.000000 Penalty: 5355.870117
	Iteration 64Q: 3 clusters Score -6583420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -6583427.000000 Penalty: 5355.870117
	Iteration 65Q: 3 clusters Score -6583427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 46262 members 
Entering Unmasked Estep 
Score: -6583426.000000 Penalty: 5355.870117
	Iteration 66Q: 3 clusters Score -6583426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -6583423.000000 Penalty: 5355.870117
	Iteration 67Q: 3 clusters Score -6583423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -6583424.000000 Penalty: 5355.870117
	Iteration 68Q: 3 clusters Score -6583424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -6583426.000000 Penalty: 5355.870117
	Iteration 69Q: 3 clusters Score -6583426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -6583435.500000 Penalty: 5355.870117
	Iteration 70Q: 3 clusters Score -6583436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -6583425.500000 Penalty: 5355.870117
	Iteration 71Q: 3 clusters Score -6583426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -6583435.500000 Penalty: 5355.870117
	Iteration 72Q: 3 clusters Score -6583436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -6583437.000000 Penalty: 5355.870117
	Iteration 73Q: 3 clusters Score -6583437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -6583436.500000 Penalty: 5355.870117
	Iteration 74Q: 3 clusters Score -6583436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -6583439.000000 Penalty: 5355.870117
	Iteration 75Q: 3 clusters Score -6583439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -6583441.000000 Penalty: 5355.870117
	Iteration 76Q: 3 clusters Score -6583441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -6583436.500000 Penalty: 5355.870117
	Iteration 77Q: 3 clusters Score -6583436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -6583441.000000 Penalty: 5355.870117
	Iteration 78Q: 3 clusters Score -6583441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -6583443.500000 Penalty: 5355.870117
	Iteration 79Q: 3 clusters Score -6583444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -6583435.500000 Penalty: 5355.870117
	Iteration 80F: 3 clusters Score -6583436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (136624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136624 members 
Entering Unmasked Estep 
Score: -18974780.000000 Penalty: 2932.597168
	Iteration 0F: 2 clusters Score -1.897478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 68408 members 
Entering Unmasked Estep 
Score: -18883854.000000 Penalty: 5865.194336
	Iteration 0F: 3 clusters Score -1.888385e+07 nChanged 65179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 69383 members 
Entering Unmasked Estep 
Score: -18921182.000000 Penalty: 5865.194336
	Iteration 1F: 3 clusters Score -1.892118e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66802 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -18922308.000000 Penalty: 5865.194336
	Iteration 2Q: 3 clusters Score -1.892231e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66219 members 
Mstep: Class 2 contains 70405 members 
Entering Unmasked Estep 
Score: -18923918.000000 Penalty: 5865.194336
	Iteration 3Q: 3 clusters Score -1.892392e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65519 members 
Mstep: Class 2 contains 71105 members 
Entering Unmasked Estep 
Score: -18926302.000000 Penalty: 5865.194336
	Iteration 4Q: 3 clusters Score -1.89263e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64667 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -18929672.000000 Penalty: 5865.194336
	Iteration 5Q: 3 clusters Score -1.892967e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63564 members 
Mstep: Class 2 contains 73060 members 
Entering Unmasked Estep 
Score: -18933792.000000 Penalty: 5865.194336
	Iteration 6F: 3 clusters Score -1.893379e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62270 members 
Mstep: Class 2 contains 74354 members 
Entering Unmasked Estep 
Score: -18938318.000000 Penalty: 5865.194336
	Iteration 7F: 3 clusters Score -1.893832e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 75864 members 
Entering Unmasked Estep 
Score: -18942444.000000 Penalty: 5865.194336
	Iteration 8F: 3 clusters Score -1.894244e+07 nChanged 7071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59215 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -18946110.000000 Penalty: 5865.194336
	Iteration 9F: 3 clusters Score -1.894611e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57754 members 
Mstep: Class 2 contains 78870 members 
Entering Unmasked Estep 
Score: -18949226.000000 Penalty: 5865.194336
	Iteration 10Q: 3 clusters Score -1.894923e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 80075 members 
Entering Unmasked Estep 
Score: -18951944.000000 Penalty: 5865.194336
	Iteration 11Q: 3 clusters Score -1.895194e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 80985 members 
Entering Unmasked Estep 
Score: -18953600.000000 Penalty: 5865.194336
	Iteration 12Q: 3 clusters Score -1.89536e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 81646 members 
Entering Unmasked Estep 
Score: -18954764.000000 Penalty: 5865.194336
	Iteration 13Q: 3 clusters Score -1.895476e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54362 members 
Mstep: Class 2 contains 82262 members 
Entering Unmasked Estep 
Score: -18955512.000000 Penalty: 5865.194336
	Iteration 14Q: 3 clusters Score -1.895551e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53665 members 
Mstep: Class 2 contains 82959 members 
Entering Unmasked Estep 
Score: -18955830.000000 Penalty: 5865.194336
	Iteration 15Q: 3 clusters Score -1.895583e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 83685 members 
Entering Unmasked Estep 
Score: -18956128.000000 Penalty: 5865.194336
	Iteration 16Q: 3 clusters Score -1.895613e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 84516 members 
Entering Unmasked Estep 
Score: -18956350.000000 Penalty: 5865.194336
	Iteration 17Q: 3 clusters Score -1.895635e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 85502 members 
Entering Unmasked Estep 
Score: -18956794.000000 Penalty: 5865.194336
	Iteration 18Q: 3 clusters Score -1.895679e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -18957048.000000 Penalty: 5865.194336
	Iteration 19Q: 3 clusters Score -1.895705e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 87708 members 
Entering Unmasked Estep 
Score: -18957384.000000 Penalty: 5865.194336
	Iteration 20F: 3 clusters Score -1.895738e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -18957764.000000 Penalty: 5865.194336
	Iteration 21Q: 3 clusters Score -1.895776e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 90438 members 
Entering Unmasked Estep 
Score: -18958212.000000 Penalty: 5865.194336
	Iteration 22Q: 3 clusters Score -1.895821e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -18958874.000000 Penalty: 5865.194336
	Iteration 23Q: 3 clusters Score -1.895887e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 93593 members 
Entering Unmasked Estep 
Score: -18959538.000000 Penalty: 5865.194336
	Iteration 24Q: 3 clusters Score -1.895954e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 95330 members 
Entering Unmasked Estep 
Score: -18960250.000000 Penalty: 5865.194336
	Iteration 25Q: 3 clusters Score -1.896025e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 97032 members 
Entering Unmasked Estep 
Score: -18960988.000000 Penalty: 5865.194336
	Iteration 26Q: 3 clusters Score -1.896099e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -18961538.000000 Penalty: 5865.194336
	Iteration 27Q: 3 clusters Score -1.896154e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36144 members 
Mstep: Class 2 contains 100480 members 
Entering Unmasked Estep 
Score: -18962020.000000 Penalty: 5865.194336
	Iteration 28Q: 3 clusters Score -1.896202e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 102107 members 
Entering Unmasked Estep 
Score: -18962508.000000 Penalty: 5865.194336
	Iteration 29Q: 3 clusters Score -1.896251e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32855 members 
Mstep: Class 2 contains 103769 members 
Entering Unmasked Estep 
Score: -18962958.000000 Penalty: 5865.194336
	Iteration 30Q: 3 clusters Score -1.896296e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31196 members 
Mstep: Class 2 contains 105428 members 
Entering Unmasked Estep 
Score: -18963488.000000 Penalty: 5865.194336
	Iteration 31Q: 3 clusters Score -1.896349e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29597 members 
Mstep: Class 2 contains 107027 members 
Entering Unmasked Estep 
Score: -18963742.000000 Penalty: 5865.194336
	Iteration 32Q: 3 clusters Score -1.896374e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 108654 members 
Entering Unmasked Estep 
Score: -18964312.000000 Penalty: 5865.194336
	Iteration 33Q: 3 clusters Score -1.896431e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 110303 members 
Entering Unmasked Estep 
Score: -18964786.000000 Penalty: 5865.194336
	Iteration 34Q: 3 clusters Score -1.896479e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 111891 members 
Entering Unmasked Estep 
Score: -18965316.000000 Penalty: 5865.194336
	Iteration 35Q: 3 clusters Score -1.896532e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 113426 members 
Entering Unmasked Estep 
Score: -18965756.000000 Penalty: 5865.194336
	Iteration 36Q: 3 clusters Score -1.896576e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 114940 members 
Entering Unmasked Estep 
Score: -18966208.000000 Penalty: 5865.194336
	Iteration 37Q: 3 clusters Score -1.896621e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 116378 members 
Entering Unmasked Estep 
Score: -18966724.000000 Penalty: 5865.194336
	Iteration 38Q: 3 clusters Score -1.896672e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 117808 members 
Entering Unmasked Estep 
Score: -18967294.000000 Penalty: 5865.194336
	Iteration 39Q: 3 clusters Score -1.896729e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 119187 members 
Entering Unmasked Estep 
Score: -18967948.000000 Penalty: 5865.194336
	Iteration 40F: 3 clusters Score -1.896795e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 120468 members 
Entering Unmasked Estep 
Score: -18968564.000000 Penalty: 5865.194336
	Iteration 41Q: 3 clusters Score -1.896856e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 121612 members 
Entering Unmasked Estep 
Score: -18969190.000000 Penalty: 5865.194336
	Iteration 42Q: 3 clusters Score -1.896919e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 122706 members 
Entering Unmasked Estep 
Score: -18969802.000000 Penalty: 5865.194336
	Iteration 43Q: 3 clusters Score -1.89698e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 123745 members 
Entering Unmasked Estep 
Score: -18970402.000000 Penalty: 5865.194336
	Iteration 44Q: 3 clusters Score -1.89704e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 124656 members 
Entering Unmasked Estep 
Score: -18970900.000000 Penalty: 5865.194336
	Iteration 45Q: 3 clusters Score -1.89709e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 125458 members 
Entering Unmasked Estep 
Score: -18971254.000000 Penalty: 5865.194336
	Iteration 46Q: 3 clusters Score -1.897125e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 126098 members 
Entering Unmasked Estep 
Score: -18971486.000000 Penalty: 5865.194336
	Iteration 47Q: 3 clusters Score -1.897149e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 126699 members 
Entering Unmasked Estep 
Score: -18971644.000000 Penalty: 5865.194336
	Iteration 48Q: 3 clusters Score -1.897164e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 127215 members 
Entering Unmasked Estep 
Score: -18971846.000000 Penalty: 5865.194336
	Iteration 49Q: 3 clusters Score -1.897185e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 127651 members 
Entering Unmasked Estep 
Score: -18972010.000000 Penalty: 5865.194336
	Iteration 50Q: 3 clusters Score -1.897201e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 128043 members 
Entering Unmasked Estep 
Score: -18972136.000000 Penalty: 5865.194336
	Iteration 51Q: 3 clusters Score -1.897214e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 128413 members 
Entering Unmasked Estep 
Score: -18972226.000000 Penalty: 5865.194336
	Iteration 52Q: 3 clusters Score -1.897223e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 128749 members 
Entering Unmasked Estep 
Score: -18972288.000000 Penalty: 5865.194336
	Iteration 53Q: 3 clusters Score -1.897229e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 129078 members 
Entering Unmasked Estep 
Score: -18972360.000000 Penalty: 5865.194336
	Iteration 54Q: 3 clusters Score -1.897236e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 129355 members 
Entering Unmasked Estep 
Score: -18972414.000000 Penalty: 5865.194336
	Iteration 55Q: 3 clusters Score -1.897241e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 129605 members 
Entering Unmasked Estep 
Score: -18972466.000000 Penalty: 5865.194336
	Iteration 56Q: 3 clusters Score -1.897247e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 129849 members 
Entering Unmasked Estep 
Score: -18972506.000000 Penalty: 5865.194336
	Iteration 57Q: 3 clusters Score -1.897251e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 130089 members 
Entering Unmasked Estep 
Score: -18972546.000000 Penalty: 5865.194336
	Iteration 58Q: 3 clusters Score -1.897255e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 130325 members 
Entering Unmasked Estep 
Score: -18972602.000000 Penalty: 5865.194336
	Iteration 59Q: 3 clusters Score -1.89726e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 130573 members 
Entering Unmasked Estep 
Score: -18972646.000000 Penalty: 5865.194336
	Iteration 60F: 3 clusters Score -1.897265e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 130782 members 
Entering Unmasked Estep 
Score: -18972648.000000 Penalty: 5865.194336
	Iteration 61Q: 3 clusters Score -1.897265e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 130978 members 
Entering Unmasked Estep 
Score: -18972664.000000 Penalty: 5865.194336
	Iteration 62Q: 3 clusters Score -1.897266e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 131184 members 
Entering Unmasked Estep 
Score: -18972736.000000 Penalty: 5865.194336
	Iteration 63Q: 3 clusters Score -1.897274e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 131365 members 
Entering Unmasked Estep 
Score: -18972740.000000 Penalty: 5865.194336
	Iteration 64Q: 3 clusters Score -1.897274e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 131520 members 
Entering Unmasked Estep 
Score: -18972772.000000 Penalty: 5865.194336
	Iteration 65Q: 3 clusters Score -1.897277e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 131642 members 
Entering Unmasked Estep 
Score: -18972768.000000 Penalty: 5865.194336
	Iteration 66Q: 3 clusters Score -1.897277e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 131763 members 
Entering Unmasked Estep 
Score: -18972822.000000 Penalty: 5865.194336
	Iteration 67Q: 3 clusters Score -1.897282e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 131868 members 
Entering Unmasked Estep 
Score: -18972838.000000 Penalty: 5865.194336
	Iteration 68Q: 3 clusters Score -1.897284e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 131968 members 
Entering Unmasked Estep 
Score: -18972860.000000 Penalty: 5865.194336
	Iteration 69Q: 3 clusters Score -1.897286e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 132063 members 
Entering Unmasked Estep 
Score: -18972856.000000 Penalty: 5865.194336
	Iteration 70Q: 3 clusters Score -1.897286e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 132153 members 
Entering Unmasked Estep 
Score: -18972930.000000 Penalty: 5865.194336
	Iteration 71Q: 3 clusters Score -1.897293e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 132221 members 
Entering Unmasked Estep 
Score: -18972908.000000 Penalty: 5865.194336
	Iteration 72Q: 3 clusters Score -1.897291e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 132289 members 
Entering Unmasked Estep 
Score: -18972926.000000 Penalty: 5865.194336
	Iteration 73Q: 3 clusters Score -1.897293e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 132353 members 
Entering Unmasked Estep 
Score: -18972936.000000 Penalty: 5865.194336
	Iteration 74Q: 3 clusters Score -1.897294e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 132406 members 
Entering Unmasked Estep 
Score: -18972918.000000 Penalty: 5865.194336
	Iteration 75Q: 3 clusters Score -1.897292e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 132443 members 
Entering Unmasked Estep 
Score: -18972918.000000 Penalty: 5865.194336
	Iteration 76Q: 3 clusters Score -1.897292e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 132480 members 
Entering Unmasked Estep 
Score: -18972906.000000 Penalty: 5865.194336
	Iteration 77Q: 3 clusters Score -1.897291e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 132525 members 
Entering Unmasked Estep 
Score: -18972916.000000 Penalty: 5865.194336
	Iteration 78Q: 3 clusters Score -1.897292e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 132563 members 
Entering Unmasked Estep 
Score: -18972946.000000 Penalty: 5865.194336
	Iteration 79Q: 3 clusters Score -1.897295e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 132599 members 
Entering Unmasked Estep 
Score: -18972938.000000 Penalty: 5865.194336
	Iteration 80F: 3 clusters Score -1.897294e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 132633 members 
Entering Unmasked Estep 
Score: -18972944.000000 Penalty: 5865.194336
	Iteration 81Q: 3 clusters Score -1.897294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 132661 members 
Entering Unmasked Estep 
Score: -18972942.000000 Penalty: 5865.194336
	Iteration 82Q: 3 clusters Score -1.897294e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 132690 members 
Entering Unmasked Estep 
Score: -18972956.000000 Penalty: 5865.194336
	Iteration 83Q: 3 clusters Score -1.897296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 132714 members 
Entering Unmasked Estep 
Score: -18972950.000000 Penalty: 5865.194336
	Iteration 84Q: 3 clusters Score -1.897295e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 132736 members 
Entering Unmasked Estep 
Score: -18972952.000000 Penalty: 5865.194336
	Iteration 85Q: 3 clusters Score -1.897295e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 132760 members 
Entering Unmasked Estep 
Score: -18972946.000000 Penalty: 5865.194336
	Iteration 86Q: 3 clusters Score -1.897295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 132785 members 
Entering Unmasked Estep 
Score: -18972946.000000 Penalty: 5865.194336
	Iteration 87Q: 3 clusters Score -1.897295e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 132808 members 
Entering Unmasked Estep 
Score: -18972958.000000 Penalty: 5865.194336
	Iteration 88Q: 3 clusters Score -1.897296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 132826 members 
Entering Unmasked Estep 
Score: -18972968.000000 Penalty: 5865.194336
	Iteration 89Q: 3 clusters Score -1.897297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 132848 members 
Entering Unmasked Estep 
Score: -18972970.000000 Penalty: 5865.194336
	Iteration 90Q: 3 clusters Score -1.897297e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 132865 members 
Entering Unmasked Estep 
Score: -18972980.000000 Penalty: 5865.194336
	Iteration 91Q: 3 clusters Score -1.897298e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 132880 members 
Entering Unmasked Estep 
Score: -18972980.000000 Penalty: 5865.194336
	Iteration 92Q: 3 clusters Score -1.897298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 132896 members 
Entering Unmasked Estep 
Score: -18972974.000000 Penalty: 5865.194336
	Iteration 93Q: 3 clusters Score -1.897297e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 132916 members 
Entering Unmasked Estep 
Score: -18972954.000000 Penalty: 5865.194336
	Iteration 94Q: 3 clusters Score -1.897295e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 132937 members 
Entering Unmasked Estep 
Score: -18972974.000000 Penalty: 5865.194336
	Iteration 95Q: 3 clusters Score -1.897297e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 132949 members 
Entering Unmasked Estep 
Score: -18972956.000000 Penalty: 5865.194336
	Iteration 96Q: 3 clusters Score -1.897296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 132965 members 
Entering Unmasked Estep 
Score: -18972960.000000 Penalty: 5865.194336
	Iteration 97Q: 3 clusters Score -1.897296e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 132981 members 
Entering Unmasked Estep 
Score: -18972968.000000 Penalty: 5865.194336
	Iteration 98Q: 3 clusters Score -1.897297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 132998 members 
Entering Unmasked Estep 
Score: -18972978.000000 Penalty: 5865.194336
	Iteration 99Q: 3 clusters Score -1.897298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 133007 members 
Entering Unmasked Estep 
Score: -18972972.000000 Penalty: 5865.194336
	Iteration 100F: 3 clusters Score -1.897297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 133012 members 
Entering Unmasked Estep 
Score: -18972970.000000 Penalty: 5865.194336
	Iteration 101Q: 3 clusters Score -1.897297e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 133018 members 
Entering Unmasked Estep 
Score: -18972956.000000 Penalty: 5865.194336
	Iteration 102Q: 3 clusters Score -1.897296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 133027 members 
Entering Unmasked Estep 
Score: -18972946.000000 Penalty: 5865.194336
	Iteration 103Q: 3 clusters Score -1.897295e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 133037 members 
Entering Unmasked Estep 
Score: -18972966.000000 Penalty: 5865.194336
	Iteration 104Q: 3 clusters Score -1.897297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 133043 members 
Entering Unmasked Estep 
Score: -18972966.000000 Penalty: 5865.194336
	Iteration 105Q: 3 clusters Score -1.897297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 133050 members 
Entering Unmasked Estep 
Score: -18972954.000000 Penalty: 5865.194336
	Iteration 106Q: 3 clusters Score -1.897295e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 133059 members 
Entering Unmasked Estep 
Score: -18972956.000000 Penalty: 5865.194336
	Iteration 107Q: 3 clusters Score -1.897296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 133064 members 
Entering Unmasked Estep 
Score: -18972958.000000 Penalty: 5865.194336
	Iteration 108Q: 3 clusters Score -1.897296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 133068 members 
Entering Unmasked Estep 
Score: -18972948.000000 Penalty: 5865.194336
	Iteration 109Q: 3 clusters Score -1.897295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 133073 members 
Entering Unmasked Estep 
Score: -18972950.000000 Penalty: 5865.194336
	Iteration 110Q: 3 clusters Score -1.897295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 133074 members 
Entering Unmasked Estep 
Score: -18972958.000000 Penalty: 5865.194336
	Iteration 111Q: 3 clusters Score -1.897296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 133076 members 
Entering Unmasked Estep 
Score: -18972962.000000 Penalty: 5865.194336
	Iteration 112Q: 3 clusters Score -1.897296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 133078 members 
Entering Unmasked Estep 
Score: -18972958.000000 Penalty: 5865.194336
	Iteration 113Q: 3 clusters Score -1.897296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 133080 members 
Entering Unmasked Estep 
Score: -18972950.000000 Penalty: 5865.194336
	Iteration 114Q: 3 clusters Score -1.897295e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 133084 members 
Entering Unmasked Estep 
Score: -18972974.000000 Penalty: 5865.194336
	Iteration 115Q: 3 clusters Score -1.897297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 133089 members 
Entering Unmasked Estep 
Score: -18972976.000000 Penalty: 5865.194336
	Iteration 116Q: 3 clusters Score -1.897298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 133095 members 
Entering Unmasked Estep 
Score: -18972972.000000 Penalty: 5865.194336
	Iteration 117Q: 3 clusters Score -1.897297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 133101 members 
Entering Unmasked Estep 
Score: -18972972.000000 Penalty: 5865.194336
	Iteration 118Q: 3 clusters Score -1.897297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 133105 members 
Entering Unmasked Estep 
Score: -18972972.000000 Penalty: 5865.194336
	Iteration 119Q: 3 clusters Score -1.897297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 133112 members 
Entering Unmasked Estep 
Score: -18972978.000000 Penalty: 5865.194336
	Iteration 120F: 3 clusters Score -1.897298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 133123 members 
Entering Unmasked Estep 
Score: -18972964.000000 Penalty: 5865.194336
	Iteration 121Q: 3 clusters Score -1.897296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 133132 members 
Entering Unmasked Estep 
Score: -18972988.000000 Penalty: 5865.194336
	Iteration 122Q: 3 clusters Score -1.897299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 133140 members 
Entering Unmasked Estep 
Score: -18972990.000000 Penalty: 5865.194336
	Iteration 123Q: 3 clusters Score -1.897299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 133145 members 
Entering Unmasked Estep 
Score: -18972994.000000 Penalty: 5865.194336
	Iteration 124Q: 3 clusters Score -1.897299e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 133151 members 
Entering Unmasked Estep 
Score: -18972998.000000 Penalty: 5865.194336
	Iteration 125Q: 3 clusters Score -1.8973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 133151 members 
Entering Unmasked Estep 
Score: -18972980.000000 Penalty: 5865.194336
	Iteration 126Q: 3 clusters Score -1.897298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 133151 members 
Entering Unmasked Estep 
Score: -18972980.000000 Penalty: 5865.194336
	Iteration 127F: 3 clusters Score -1.897298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -77966.648438 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -77966.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -76420.070312 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -76420.07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76734.085938 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -76734.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -76797.046875 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -76797.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -76834.210938 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -76834.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76842.539062 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -76842.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -76847.835938 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -76847.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -76849.937500 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -76849.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76851.390625 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -76851.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -76851.390625 Penalty: 3163.699219
	Iteration 8F: 3 clusters Score -76851.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Entering Unmasked Estep 
Score: -1455216.875000 Penalty: 2301.360596
	Iteration 0F: 2 clusters Score -1455217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1447018.625000 Penalty: 4602.721191
	Iteration 0F: 3 clusters Score -1447019 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1449398.750000 Penalty: 4602.721191
	Iteration 1F: 3 clusters Score -1449399 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1449711.875000 Penalty: 4602.721191
	Iteration 2F: 3 clusters Score -1449712 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1449931.125000 Penalty: 4602.721191
	Iteration 3F: 3 clusters Score -1449931 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1450115.250000 Penalty: 4602.721191
	Iteration 4Q: 3 clusters Score -1450115 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1450281.500000 Penalty: 4602.721191
	Iteration 5Q: 3 clusters Score -1450282 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1450421.750000 Penalty: 4602.721191
	Iteration 6Q: 3 clusters Score -1450422 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1450564.375000 Penalty: 4602.721191
	Iteration 7Q: 3 clusters Score -1450564 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1450725.125000 Penalty: 4602.721191
	Iteration 8Q: 3 clusters Score -1450725 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1450934.250000 Penalty: 4602.721191
	Iteration 9Q: 3 clusters Score -1450934 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1451166.625000 Penalty: 4602.721191
	Iteration 10Q: 3 clusters Score -1451167 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1451396.250000 Penalty: 4602.721191
	Iteration 11Q: 3 clusters Score -1451396 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1451629.375000 Penalty: 4602.721191
	Iteration 12Q: 3 clusters Score -1451629 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1451803.250000 Penalty: 4602.721191
	Iteration 13Q: 3 clusters Score -1451803 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1451969.000000 Penalty: 4602.721191
	Iteration 14Q: 3 clusters Score -1451969 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1452110.500000 Penalty: 4602.721191
	Iteration 15Q: 3 clusters Score -1452110 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1452227.625000 Penalty: 4602.721191
	Iteration 16Q: 3 clusters Score -1452228 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1452331.125000 Penalty: 4602.721191
	Iteration 17Q: 3 clusters Score -1452331 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1452443.875000 Penalty: 4602.721191
	Iteration 18Q: 3 clusters Score -1452444 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1452571.875000 Penalty: 4602.721191
	Iteration 19Q: 3 clusters Score -1452572 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1452738.500000 Penalty: 4602.721191
	Iteration 20F: 3 clusters Score -1452738 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1452901.375000 Penalty: 4602.721191
	Iteration 21Q: 3 clusters Score -1452901 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1453029.625000 Penalty: 4602.721191
	Iteration 22Q: 3 clusters Score -1453030 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1453166.625000 Penalty: 4602.721191
	Iteration 23Q: 3 clusters Score -1453167 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1453273.875000 Penalty: 4602.721191
	Iteration 24Q: 3 clusters Score -1453274 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1453355.000000 Penalty: 4602.721191
	Iteration 25Q: 3 clusters Score -1453355 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -1453421.250000 Penalty: 4602.721191
	Iteration 26Q: 3 clusters Score -1453421 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1453461.250000 Penalty: 4602.721191
	Iteration 27Q: 3 clusters Score -1453461 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1453500.125000 Penalty: 4602.721191
	Iteration 28Q: 3 clusters Score -1453500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1453527.625000 Penalty: 4602.721191
	Iteration 29Q: 3 clusters Score -1453528 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1453546.000000 Penalty: 4602.721191
	Iteration 30Q: 3 clusters Score -1453546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1453559.375000 Penalty: 4602.721191
	Iteration 31Q: 3 clusters Score -1453559 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1453568.625000 Penalty: 4602.721191
	Iteration 32Q: 3 clusters Score -1453569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1453578.625000 Penalty: 4602.721191
	Iteration 33Q: 3 clusters Score -1453579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1453582.625000 Penalty: 4602.721191
	Iteration 34Q: 3 clusters Score -1453583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1453586.125000 Penalty: 4602.721191
	Iteration 35Q: 3 clusters Score -1453586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1453591.250000 Penalty: 4602.721191
	Iteration 36Q: 3 clusters Score -1453591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1453591.125000 Penalty: 4602.721191
	Iteration 37Q: 3 clusters Score -1453591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1453593.625000 Penalty: 4602.721191
	Iteration 38Q: 3 clusters Score -1453594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1453592.875000 Penalty: 4602.721191
	Iteration 39Q: 3 clusters Score -1453593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1453594.500000 Penalty: 4602.721191
	Iteration 40F: 3 clusters Score -1453594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1453593.625000 Penalty: 4602.721191
	Iteration 41Q: 3 clusters Score -1453594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1453593.625000 Penalty: 4602.721191
	Iteration 42Q: 3 clusters Score -1453594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1453592.000000 Penalty: 4602.721191
	Iteration 43Q: 3 clusters Score -1453592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1453595.000000 Penalty: 4602.721191
	Iteration 44Q: 3 clusters Score -1453595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1453594.750000 Penalty: 4602.721191
	Iteration 45Q: 3 clusters Score -1453595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1453596.000000 Penalty: 4602.721191
	Iteration 46Q: 3 clusters Score -1453596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1453595.125000 Penalty: 4602.721191
	Iteration 47Q: 3 clusters Score -1453595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1453595.500000 Penalty: 4602.721191
	Iteration 48Q: 3 clusters Score -1453596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1453595.500000 Penalty: 4602.721191
	Iteration 49F: 3 clusters Score -1453596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Entering Unmasked Estep 
Score: -3814352.250000 Penalty: 2541.477295
	Iteration 0F: 2 clusters Score -3814352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -3795047.250000 Penalty: 5082.954590
	Iteration 0F: 3 clusters Score -3795047 nChanged 12664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3801954.750000 Penalty: 5082.954590
	Iteration 1F: 3 clusters Score -3801955 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -3802458.250000 Penalty: 5082.954590
	Iteration 2Q: 3 clusters Score -3802458 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3802894.250000 Penalty: 5082.954590
	Iteration 3Q: 3 clusters Score -3802894 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3803326.750000 Penalty: 5082.954590
	Iteration 4Q: 3 clusters Score -3803327 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -3803834.000000 Penalty: 5082.954590
	Iteration 5Q: 3 clusters Score -3803834 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -3804401.750000 Penalty: 5082.954590
	Iteration 6Q: 3 clusters Score -3804402 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -3805073.250000 Penalty: 5082.954590
	Iteration 7Q: 3 clusters Score -3805073 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3805719.000000 Penalty: 5082.954590
	Iteration 8Q: 3 clusters Score -3805719 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 15589 members 
Entering Unmasked Estep 
Score: -3806333.000000 Penalty: 5082.954590
	Iteration 9Q: 3 clusters Score -3806333 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -3806866.000000 Penalty: 5082.954590
	Iteration 10Q: 3 clusters Score -3806866 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3807375.750000 Penalty: 5082.954590
	Iteration 11Q: 3 clusters Score -3807376 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3807806.750000 Penalty: 5082.954590
	Iteration 12Q: 3 clusters Score -3807807 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -3808235.500000 Penalty: 5082.954590
	Iteration 13Q: 3 clusters Score -3808236 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3808646.000000 Penalty: 5082.954590
	Iteration 14Q: 3 clusters Score -3808646 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3808995.750000 Penalty: 5082.954590
	Iteration 15Q: 3 clusters Score -3808996 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -3809331.750000 Penalty: 5082.954590
	Iteration 16Q: 3 clusters Score -3809332 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -3809632.000000 Penalty: 5082.954590
	Iteration 17Q: 3 clusters Score -3809632 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -3809943.250000 Penalty: 5082.954590
	Iteration 18Q: 3 clusters Score -3809943 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -3810195.500000 Penalty: 5082.954590
	Iteration 19Q: 3 clusters Score -3810196 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -3810492.250000 Penalty: 5082.954590
	Iteration 20F: 3 clusters Score -3810492 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -3810755.750000 Penalty: 5082.954590
	Iteration 21Q: 3 clusters Score -3810756 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -3810964.500000 Penalty: 5082.954590
	Iteration 22Q: 3 clusters Score -3810964 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -3811187.500000 Penalty: 5082.954590
	Iteration 23Q: 3 clusters Score -3811188 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3811378.000000 Penalty: 5082.954590
	Iteration 24Q: 3 clusters Score -3811378 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3811529.750000 Penalty: 5082.954590
	Iteration 25Q: 3 clusters Score -3811530 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3811642.000000 Penalty: 5082.954590
	Iteration 26Q: 3 clusters Score -3811642 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3811723.250000 Penalty: 5082.954590
	Iteration 27Q: 3 clusters Score -3811723 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3811813.250000 Penalty: 5082.954590
	Iteration 28Q: 3 clusters Score -3811813 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -3811878.750000 Penalty: 5082.954590
	Iteration 29Q: 3 clusters Score -3811879 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -3811940.500000 Penalty: 5082.954590
	Iteration 30Q: 3 clusters Score -3811940 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3811979.750000 Penalty: 5082.954590
	Iteration 31Q: 3 clusters Score -3811980 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -3812026.750000 Penalty: 5082.954590
	Iteration 32Q: 3 clusters Score -3812027 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -3812059.500000 Penalty: 5082.954590
	Iteration 33Q: 3 clusters Score -3812060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -3812077.750000 Penalty: 5082.954590
	Iteration 34Q: 3 clusters Score -3812078 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -3812100.750000 Penalty: 5082.954590
	Iteration 35Q: 3 clusters Score -3812101 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3812122.750000 Penalty: 5082.954590
	Iteration 36Q: 3 clusters Score -3812123 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -3812138.500000 Penalty: 5082.954590
	Iteration 37Q: 3 clusters Score -3812138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -3812156.500000 Penalty: 5082.954590
	Iteration 38Q: 3 clusters Score -3812156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3812172.000000 Penalty: 5082.954590
	Iteration 39Q: 3 clusters Score -3812172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -3812182.500000 Penalty: 5082.954590
	Iteration 40F: 3 clusters Score -3812182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -3812191.000000 Penalty: 5082.954590
	Iteration 41Q: 3 clusters Score -3812191 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -3812200.000000 Penalty: 5082.954590
	Iteration 42Q: 3 clusters Score -3812200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -3812214.250000 Penalty: 5082.954590
	Iteration 43Q: 3 clusters Score -3812214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3812218.250000 Penalty: 5082.954590
	Iteration 44Q: 3 clusters Score -3812218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -3812227.750000 Penalty: 5082.954590
	Iteration 45Q: 3 clusters Score -3812228 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -3812239.000000 Penalty: 5082.954590
	Iteration 46Q: 3 clusters Score -3812239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -3812238.250000 Penalty: 5082.954590
	Iteration 47Q: 3 clusters Score -3812238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -3812250.750000 Penalty: 5082.954590
	Iteration 48Q: 3 clusters Score -3812251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 27026 members 
Entering Unmasked Estep 
Score: -3812250.500000 Penalty: 5082.954590
	Iteration 49Q: 3 clusters Score -3812250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -3812257.250000 Penalty: 5082.954590
	Iteration 50Q: 3 clusters Score -3812257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -3812264.000000 Penalty: 5082.954590
	Iteration 51Q: 3 clusters Score -3812264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3812271.500000 Penalty: 5082.954590
	Iteration 52Q: 3 clusters Score -3812272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -3812280.750000 Penalty: 5082.954590
	Iteration 53Q: 3 clusters Score -3812281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -3812286.250000 Penalty: 5082.954590
	Iteration 54Q: 3 clusters Score -3812286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -3812289.000000 Penalty: 5082.954590
	Iteration 55Q: 3 clusters Score -3812289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3812292.500000 Penalty: 5082.954590
	Iteration 56Q: 3 clusters Score -3812292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -3812292.500000 Penalty: 5082.954590
	Iteration 57Q: 3 clusters Score -3812292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3812288.750000 Penalty: 5082.954590
	Iteration 58Q: 3 clusters Score -3812289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -3812293.750000 Penalty: 5082.954590
	Iteration 59Q: 3 clusters Score -3812294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3812293.750000 Penalty: 5082.954590
	Iteration 60F: 3 clusters Score -3812294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3812294.750000 Penalty: 5082.954590
	Iteration 61Q: 3 clusters Score -3812295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -3812297.500000 Penalty: 5082.954590
	Iteration 62Q: 3 clusters Score -3812298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -3812302.750000 Penalty: 5082.954590
	Iteration 63Q: 3 clusters Score -3812303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -3812298.000000 Penalty: 5082.954590
	Iteration 64Q: 3 clusters Score -3812298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3812303.500000 Penalty: 5082.954590
	Iteration 65Q: 3 clusters Score -3812304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -3812305.500000 Penalty: 5082.954590
	Iteration 66Q: 3 clusters Score -3812306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 27140 members 
Entering Unmasked Estep 
Score: -3812310.250000 Penalty: 5082.954590
	Iteration 67Q: 3 clusters Score -3812310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3812315.250000 Penalty: 5082.954590
	Iteration 68Q: 3 clusters Score -3812315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -3812319.000000 Penalty: 5082.954590
	Iteration 69Q: 3 clusters Score -3812319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -3812322.500000 Penalty: 5082.954590
	Iteration 70Q: 3 clusters Score -3812322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3812320.750000 Penalty: 5082.954590
	Iteration 71Q: 3 clusters Score -3812321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3812316.250000 Penalty: 5082.954590
	Iteration 72Q: 3 clusters Score -3812316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3812319.500000 Penalty: 5082.954590
	Iteration 73Q: 3 clusters Score -3812320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3812320.000000 Penalty: 5082.954590
	Iteration 74Q: 3 clusters Score -3812320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -3812322.750000 Penalty: 5082.954590
	Iteration 75Q: 3 clusters Score -3812323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3812320.500000 Penalty: 5082.954590
	Iteration 76Q: 3 clusters Score -3812320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -3812320.500000 Penalty: 5082.954590
	Iteration 77F: 3 clusters Score -3812320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -67670.484375 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -67670.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66159.921875 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -66159.92 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66314.789062 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -66314.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -66360.164062 Penalty: 3088.362305
	Iteration 2Q: 3 clusters Score -66360.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66385.359375 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -66385.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66393.320312 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -66393.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66395.320312 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -66395.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66395.320312 Penalty: 3088.362305
	Iteration 6F: 3 clusters Score -66395.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 29964 members 
Mstep: Class 4 contains 41860 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27299 members 
Mstep: Class 7 contains 4445 members 
Mstep: Class 8 contains 3478 members 
Mstep: Class 9 contains 4081 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 16059 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5176 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 70426 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166250 members 
Mstep: Class 19 contains 9592 members 
Mstep: Class 20 contains 29268 members 
Mstep: Class 21 contains 248718 members 
Mstep: Class 22 contains 13072 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48929 members 
Mstep: Class 25 contains 136624 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10718 members 
Mstep: Class 28 contains 28223 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246672.000000 Penalty: 98657.695312
Iteration 199Q: 30 clusters Score -1.222467e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30001 members 
Mstep: Class 4 contains 41841 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27302 members 
Mstep: Class 7 contains 4444 members 
Mstep: Class 8 contains 3468 members 
Mstep: Class 9 contains 4078 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 16063 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5211 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 70396 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166314 members 
Mstep: Class 19 contains 9521 members 
Mstep: Class 20 contains 29264 members 
Mstep: Class 21 contains 248845 members 
Mstep: Class 22 contains 13062 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48927 members 
Mstep: Class 25 contains 136500 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10722 members 
Mstep: Class 28 contains 28224 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246416.000000 Penalty: 98657.695312
Iteration 200F: 30 clusters Score -1.222464e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30030 members 
Mstep: Class 4 contains 41827 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27308 members 
Mstep: Class 7 contains 4443 members 
Mstep: Class 8 contains 3459 members 
Mstep: Class 9 contains 4071 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 16069 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5246 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 70370 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166375 members 
Mstep: Class 19 contains 9451 members 
Mstep: Class 20 contains 29253 members 
Mstep: Class 21 contains 248971 members 
Mstep: Class 22 contains 13049 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48928 members 
Mstep: Class 25 contains 136381 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10728 members 
Mstep: Class 28 contains 28224 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246520.000000 Penalty: 98657.695312
Iteration 201Q: 30 clusters Score -1.222465e+08 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30063 members 
Mstep: Class 4 contains 41798 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27310 members 
Mstep: Class 7 contains 4441 members 
Mstep: Class 8 contains 3455 members 
Mstep: Class 9 contains 4062 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 16075 members 
Mstep: Class 12 contains 397 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5290 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 70337 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166442 members 
Mstep: Class 19 contains 9391 members 
Mstep: Class 20 contains 29243 members 
Mstep: Class 21 contains 249079 members 
Mstep: Class 22 contains 13045 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48928 members 
Mstep: Class 25 contains 136266 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10733 members 
Mstep: Class 28 contains 28225 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246384.000000 Penalty: 98657.695312
Iteration 202Q: 30 clusters Score -1.222464e+08 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30097 members 
Mstep: Class 4 contains 41778 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27312 members 
Mstep: Class 7 contains 4440 members 
Mstep: Class 8 contains 3447 members 
Mstep: Class 9 contains 4052 members 
Mstep: Class 10 contains 1218 members 
Mstep: Class 11 contains 16081 members 
Mstep: Class 12 contains 398 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5320 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 70313 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166476 members 
Mstep: Class 19 contains 9341 members 
Mstep: Class 20 contains 29239 members 
Mstep: Class 21 contains 249192 members 
Mstep: Class 22 contains 13046 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48928 members 
Mstep: Class 25 contains 136156 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10740 members 
Mstep: Class 28 contains 28224 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246360.000000 Penalty: 98657.695312
Iteration 203Q: 30 clusters Score -1.222464e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30134 members 
Mstep: Class 4 contains 41767 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27315 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 3444 members 
Mstep: Class 9 contains 4034 members 
Mstep: Class 10 contains 1219 members 
Mstep: Class 11 contains 16086 members 
Mstep: Class 12 contains 400 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5344 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 70274 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166522 members 
Mstep: Class 19 contains 9282 members 
Mstep: Class 20 contains 29235 members 
Mstep: Class 21 contains 249297 members 
Mstep: Class 22 contains 13046 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48928 members 
Mstep: Class 25 contains 136064 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10746 members 
Mstep: Class 28 contains 28223 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246208.000000 Penalty: 98657.695312
Iteration 204Q: 30 clusters Score -1.222462e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30164 members 
Mstep: Class 4 contains 41741 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27311 members 
Mstep: Class 7 contains 4437 members 
Mstep: Class 8 contains 3435 members 
Mstep: Class 9 contains 4015 members 
Mstep: Class 10 contains 1220 members 
Mstep: Class 11 contains 16089 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5383 members 
Mstep: Class 15 contains 7544 members 
Mstep: Class 16 contains 70241 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166564 members 
Mstep: Class 19 contains 9232 members 
Mstep: Class 20 contains 29231 members 
Mstep: Class 21 contains 249426 members 
Mstep: Class 22 contains 13047 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48927 members 
Mstep: Class 25 contains 135952 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10752 members 
Mstep: Class 28 contains 28225 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246248.000000 Penalty: 98657.695312
Iteration 205Q: 30 clusters Score -1.222462e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30185 members 
Mstep: Class 4 contains 41715 members 
Mstep: Class 5 contains 761 members 
Mstep: Class 6 contains 27308 members 
Mstep: Class 7 contains 4436 members 
Mstep: Class 8 contains 3429 members 
Mstep: Class 9 contains 4004 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 16098 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5419 members 
Mstep: Class 15 contains 7543 members 
Mstep: Class 16 contains 70209 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166602 members 
Mstep: Class 19 contains 9180 members 
Mstep: Class 20 contains 29223 members 
Mstep: Class 21 contains 249524 members 
Mstep: Class 22 contains 13055 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48926 members 
Mstep: Class 25 contains 135875 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10757 members 
Mstep: Class 28 contains 28224 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246176.000000 Penalty: 98657.695312
Iteration 206Q: 30 clusters Score -1.222462e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30218 members 
Mstep: Class 4 contains 41708 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 27310 members 
Mstep: Class 7 contains 4433 members 
Mstep: Class 8 contains 3415 members 
Mstep: Class 9 contains 3986 members 
Mstep: Class 10 contains 1222 members 
Mstep: Class 11 contains 16107 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5443 members 
Mstep: Class 15 contains 7543 members 
Mstep: Class 16 contains 70184 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166637 members 
Mstep: Class 19 contains 9123 members 
Mstep: Class 20 contains 29215 members 
Mstep: Class 21 contains 249598 members 
Mstep: Class 22 contains 13068 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48925 members 
Mstep: Class 25 contains 135809 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10758 members 
Mstep: Class 28 contains 28226 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246208.000000 Penalty: 98657.695312
Iteration 207Q: 30 clusters Score -1.222462e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30248 members 
Mstep: Class 4 contains 41690 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 27321 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 8 contains 3402 members 
Mstep: Class 9 contains 3974 members 
Mstep: Class 10 contains 1222 members 
Mstep: Class 11 contains 16112 members 
Mstep: Class 12 contains 412 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5470 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 70150 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166678 members 
Mstep: Class 19 contains 9067 members 
Mstep: Class 20 contains 29209 members 
Mstep: Class 21 contains 249679 members 
Mstep: Class 22 contains 13081 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48925 members 
Mstep: Class 25 contains 135743 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10760 members 
Mstep: Class 28 contains 28228 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246232.000000 Penalty: 98657.695312
Iteration 208Q: 30 clusters Score -1.222462e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30272 members 
Mstep: Class 4 contains 41683 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 27323 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 3963 members 
Mstep: Class 10 contains 1222 members 
Mstep: Class 11 contains 16110 members 
Mstep: Class 12 contains 415 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5491 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 70119 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166721 members 
Mstep: Class 19 contains 9014 members 
Mstep: Class 20 contains 29201 members 
Mstep: Class 21 contains 249750 members 
Mstep: Class 22 contains 13093 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48927 members 
Mstep: Class 25 contains 135700 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10761 members 
Mstep: Class 28 contains 28228 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246224.000000 Penalty: 98657.695312
Iteration 209Q: 30 clusters Score -1.222462e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30306 members 
Mstep: Class 4 contains 41660 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 27328 members 
Mstep: Class 7 contains 4420 members 
Mstep: Class 8 contains 3359 members 
Mstep: Class 9 contains 3940 members 
Mstep: Class 10 contains 1222 members 
Mstep: Class 11 contains 16112 members 
Mstep: Class 12 contains 425 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5512 members 
Mstep: Class 15 contains 7543 members 
Mstep: Class 16 contains 70076 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166765 members 
Mstep: Class 19 contains 8962 members 
Mstep: Class 20 contains 29195 members 
Mstep: Class 21 contains 249815 members 
Mstep: Class 22 contains 13121 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48929 members 
Mstep: Class 25 contains 135655 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10763 members 
Mstep: Class 28 contains 28230 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246208.000000 Penalty: 98657.695312
Iteration 210Q: 30 clusters Score -1.222462e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30333 members 
Mstep: Class 4 contains 41643 members 
Mstep: Class 5 contains 762 members 
Mstep: Class 6 contains 27328 members 
Mstep: Class 7 contains 4420 members 
Mstep: Class 8 contains 3324 members 
Mstep: Class 9 contains 3926 members 
Mstep: Class 10 contains 1222 members 
Mstep: Class 11 contains 16122 members 
Mstep: Class 12 contains 440 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5531 members 
Mstep: Class 15 contains 7545 members 
Mstep: Class 16 contains 70030 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166812 members 
Mstep: Class 19 contains 8915 members 
Mstep: Class 20 contains 29190 members 
Mstep: Class 21 contains 249908 members 
Mstep: Class 22 contains 13128 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48927 members 
Mstep: Class 25 contains 135602 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10762 members 
Mstep: Class 28 contains 28230 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246280.000000 Penalty: 98657.695312
Iteration 211Q: 30 clusters Score -1.222463e+08 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30360 members 
Mstep: Class 4 contains 41631 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27331 members 
Mstep: Class 7 contains 4421 members 
Mstep: Class 8 contains 3261 members 
Mstep: Class 9 contains 3917 members 
Mstep: Class 10 contains 1222 members 
Mstep: Class 11 contains 16126 members 
Mstep: Class 12 contains 448 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5556 members 
Mstep: Class 15 contains 7545 members 
Mstep: Class 16 contains 69995 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166865 members 
Mstep: Class 19 contains 8868 members 
Mstep: Class 20 contains 29184 members 
Mstep: Class 21 contains 249972 members 
Mstep: Class 22 contains 13129 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48926 members 
Mstep: Class 25 contains 135586 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10763 members 
Mstep: Class 28 contains 28231 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246312.000000 Penalty: 98657.695312
Iteration 212Q: 30 clusters Score -1.222463e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30380 members 
Mstep: Class 4 contains 41622 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27330 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3213 members 
Mstep: Class 9 contains 3904 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 16132 members 
Mstep: Class 12 contains 452 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 15 contains 7544 members 
Mstep: Class 16 contains 69964 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166925 members 
Mstep: Class 19 contains 8822 members 
Mstep: Class 20 contains 29175 members 
Mstep: Class 21 contains 250017 members 
Mstep: Class 22 contains 13137 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48925 members 
Mstep: Class 25 contains 135572 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10765 members 
Mstep: Class 28 contains 28231 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246160.000000 Penalty: 98657.695312
Iteration 213Q: 30 clusters Score -1.222462e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30398 members 
Mstep: Class 4 contains 41604 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27331 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 3899 members 
Mstep: Class 10 contains 1221 members 
Mstep: Class 11 contains 16138 members 
Mstep: Class 12 contains 453 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5607 members 
Mstep: Class 15 contains 7543 members 
Mstep: Class 16 contains 69921 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 166980 members 
Mstep: Class 19 contains 8783 members 
Mstep: Class 20 contains 29170 members 
Mstep: Class 21 contains 250054 members 
Mstep: Class 22 contains 13146 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48926 members 
Mstep: Class 25 contains 135564 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10768 members 
Mstep: Class 28 contains 28231 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246384.000000 Penalty: 98657.695312
Iteration 214Q: 30 clusters Score -1.222464e+08 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30409 members 
Mstep: Class 4 contains 41595 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27333 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3152 members 
Mstep: Class 9 contains 3885 members 
Mstep: Class 10 contains 1223 members 
Mstep: Class 11 contains 16140 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5641 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 69875 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167023 members 
Mstep: Class 19 contains 8746 members 
Mstep: Class 20 contains 29172 members 
Mstep: Class 21 contains 250080 members 
Mstep: Class 22 contains 13143 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48926 members 
Mstep: Class 25 contains 135572 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10770 members 
Mstep: Class 28 contains 28233 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246488.000000 Penalty: 98657.695312
Iteration 215Q: 30 clusters Score -1.222465e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30429 members 
Mstep: Class 4 contains 41581 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27326 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3133 members 
Mstep: Class 9 contains 3879 members 
Mstep: Class 10 contains 1224 members 
Mstep: Class 11 contains 16143 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5665 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 69853 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167054 members 
Mstep: Class 19 contains 8710 members 
Mstep: Class 20 contains 29171 members 
Mstep: Class 21 contains 250122 members 
Mstep: Class 22 contains 13149 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48926 members 
Mstep: Class 25 contains 135546 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10773 members 
Mstep: Class 28 contains 28234 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246472.000000 Penalty: 98657.695312
Iteration 216Q: 30 clusters Score -1.222465e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30449 members 
Mstep: Class 4 contains 41569 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27328 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 3864 members 
Mstep: Class 10 contains 1227 members 
Mstep: Class 11 contains 16146 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5682 members 
Mstep: Class 15 contains 7545 members 
Mstep: Class 16 contains 69822 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167100 members 
Mstep: Class 19 contains 8676 members 
Mstep: Class 20 contains 29170 members 
Mstep: Class 21 contains 250206 members 
Mstep: Class 22 contains 13159 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48924 members 
Mstep: Class 25 contains 135465 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10776 members 
Mstep: Class 28 contains 28233 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246472.000000 Penalty: 98657.695312
Iteration 217Q: 30 clusters Score -1.222465e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30465 members 
Mstep: Class 4 contains 41565 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27330 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3112 members 
Mstep: Class 9 contains 3844 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 16149 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5688 members 
Mstep: Class 15 contains 7546 members 
Mstep: Class 16 contains 69776 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167157 members 
Mstep: Class 19 contains 8643 members 
Mstep: Class 20 contains 29170 members 
Mstep: Class 21 contains 250253 members 
Mstep: Class 22 contains 13174 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48924 members 
Mstep: Class 25 contains 135427 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10778 members 
Mstep: Class 28 contains 28231 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246688.000000 Penalty: 98657.695312
Iteration 218Q: 30 clusters Score -1.222467e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30484 members 
Mstep: Class 4 contains 41546 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27332 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3106 members 
Mstep: Class 9 contains 3825 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 16155 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5698 members 
Mstep: Class 15 contains 7546 members 
Mstep: Class 16 contains 69755 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167207 members 
Mstep: Class 19 contains 8606 members 
Mstep: Class 20 contains 29170 members 
Mstep: Class 21 contains 250315 members 
Mstep: Class 22 contains 13198 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48924 members 
Mstep: Class 25 contains 135351 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10780 members 
Mstep: Class 28 contains 28233 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246440.000000 Penalty: 98657.695312
Iteration 219Q: 30 clusters Score -1.222464e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30513 members 
Mstep: Class 4 contains 41536 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27336 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3102 members 
Mstep: Class 9 contains 3810 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 16157 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5701 members 
Mstep: Class 15 contains 7546 members 
Mstep: Class 16 contains 69717 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167262 members 
Mstep: Class 19 contains 8571 members 
Mstep: Class 20 contains 29168 members 
Mstep: Class 21 contains 250376 members 
Mstep: Class 22 contains 13225 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48924 members 
Mstep: Class 25 contains 135265 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10783 members 
Mstep: Class 28 contains 28239 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246640.000000 Penalty: 98657.695312
Iteration 220F: 30 clusters Score -1.222466e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30543 members 
Mstep: Class 4 contains 41519 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27341 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 3797 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 16158 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5713 members 
Mstep: Class 15 contains 7545 members 
Mstep: Class 16 contains 69672 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167309 members 
Mstep: Class 19 contains 8544 members 
Mstep: Class 20 contains 29166 members 
Mstep: Class 21 contains 250463 members 
Mstep: Class 22 contains 13253 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48924 members 
Mstep: Class 25 contains 135162 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10783 members 
Mstep: Class 28 contains 28241 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246608.000000 Penalty: 98657.695312
Iteration 221Q: 30 clusters Score -1.222466e+08 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30565 members 
Mstep: Class 4 contains 41514 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27340 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3096 members 
Mstep: Class 9 contains 3787 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 16161 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5718 members 
Mstep: Class 15 contains 7544 members 
Mstep: Class 16 contains 69623 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167363 members 
Mstep: Class 19 contains 8520 members 
Mstep: Class 20 contains 29164 members 
Mstep: Class 21 contains 250527 members 
Mstep: Class 22 contains 13281 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48925 members 
Mstep: Class 25 contains 135075 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10785 members 
Mstep: Class 28 contains 28244 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246672.000000 Penalty: 98657.695312
Iteration 222Q: 30 clusters Score -1.222467e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30584 members 
Mstep: Class 4 contains 41506 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27339 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3096 members 
Mstep: Class 9 contains 3778 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 16165 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5730 members 
Mstep: Class 15 contains 7543 members 
Mstep: Class 16 contains 69604 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167400 members 
Mstep: Class 19 contains 8495 members 
Mstep: Class 20 contains 29163 members 
Mstep: Class 21 contains 250594 members 
Mstep: Class 22 contains 13297 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48923 members 
Mstep: Class 25 contains 134981 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10785 members 
Mstep: Class 28 contains 28248 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246736.000000 Penalty: 98657.695312
Iteration 223Q: 30 clusters Score -1.222467e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30602 members 
Mstep: Class 4 contains 41503 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27341 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3096 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 16170 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5739 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 69571 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167446 members 
Mstep: Class 19 contains 8480 members 
Mstep: Class 20 contains 29159 members 
Mstep: Class 21 contains 250680 members 
Mstep: Class 22 contains 13294 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48922 members 
Mstep: Class 25 contains 134880 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10787 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246720.000000 Penalty: 98657.695312
Iteration 224Q: 30 clusters Score -1.222467e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30613 members 
Mstep: Class 4 contains 41492 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27347 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3096 members 
Mstep: Class 9 contains 3758 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16173 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5750 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 69547 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167491 members 
Mstep: Class 19 contains 8449 members 
Mstep: Class 20 contains 29157 members 
Mstep: Class 21 contains 250773 members 
Mstep: Class 22 contains 13299 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48920 members 
Mstep: Class 25 contains 134792 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10787 members 
Mstep: Class 28 contains 28246 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246744.000000 Penalty: 98657.695312
Iteration 225Q: 30 clusters Score -1.222467e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30637 members 
Mstep: Class 4 contains 41485 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27351 members 
Mstep: Class 7 contains 4423 members 
Mstep: Class 8 contains 3097 members 
Mstep: Class 9 contains 3750 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16176 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5760 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 69513 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167517 members 
Mstep: Class 19 contains 8418 members 
Mstep: Class 20 contains 29154 members 
Mstep: Class 21 contains 250858 members 
Mstep: Class 22 contains 13313 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48921 members 
Mstep: Class 25 contains 134710 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10785 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246488.000000 Penalty: 98657.695312
Iteration 226Q: 30 clusters Score -1.222465e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30654 members 
Mstep: Class 4 contains 41473 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27351 members 
Mstep: Class 7 contains 4424 members 
Mstep: Class 8 contains 3097 members 
Mstep: Class 9 contains 3739 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16181 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5770 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 69478 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167556 members 
Mstep: Class 19 contains 8398 members 
Mstep: Class 20 contains 29150 members 
Mstep: Class 21 contains 250939 members 
Mstep: Class 22 contains 13340 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48920 members 
Mstep: Class 25 contains 134611 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10785 members 
Mstep: Class 28 contains 28249 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246624.000000 Penalty: 98657.695312
Iteration 227Q: 30 clusters Score -1.222466e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30671 members 
Mstep: Class 4 contains 41466 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27355 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 8 contains 3097 members 
Mstep: Class 9 contains 3726 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16180 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5781 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 69439 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167608 members 
Mstep: Class 19 contains 8369 members 
Mstep: Class 20 contains 29150 members 
Mstep: Class 21 contains 251015 members 
Mstep: Class 22 contains 13356 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48919 members 
Mstep: Class 25 contains 134520 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10787 members 
Mstep: Class 28 contains 28251 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246392.000000 Penalty: 98657.695312
Iteration 228Q: 30 clusters Score -1.222464e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30687 members 
Mstep: Class 4 contains 41462 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27359 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 3717 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16181 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5784 members 
Mstep: Class 15 contains 7534 members 
Mstep: Class 16 contains 69404 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 167669 members 
Mstep: Class 19 contains 8335 members 
Mstep: Class 20 contains 29148 members 
Mstep: Class 21 contains 251033 members 
Mstep: Class 22 contains 13372 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48920 members 
Mstep: Class 25 contains 134484 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10786 members 
Mstep: Class 28 contains 28251 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246336.000000 Penalty: 98657.695312
Iteration 229Q: 30 clusters Score -1.222463e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30706 members 
Mstep: Class 4 contains 41454 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27364 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 3703 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16184 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5786 members 
Mstep: Class 15 contains 7534 members 
Mstep: Class 16 contains 69376 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 167719 members 
Mstep: Class 19 contains 8300 members 
Mstep: Class 20 contains 29144 members 
Mstep: Class 21 contains 251079 members 
Mstep: Class 22 contains 13385 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48919 members 
Mstep: Class 25 contains 134433 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10789 members 
Mstep: Class 28 contains 28251 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246376.000000 Penalty: 98657.695312
Iteration 230Q: 30 clusters Score -1.222464e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30734 members 
Mstep: Class 4 contains 41443 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27366 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 3689 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16187 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5788 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 69345 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 167736 members 
Mstep: Class 19 contains 8271 members 
Mstep: Class 20 contains 29143 members 
Mstep: Class 21 contains 251142 members 
Mstep: Class 22 contains 13399 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48919 members 
Mstep: Class 25 contains 134384 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10792 members 
Mstep: Class 28 contains 28252 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246232.000000 Penalty: 98657.695312
Iteration 231Q: 30 clusters Score -1.222462e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30749 members 
Mstep: Class 4 contains 41434 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27363 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3099 members 
Mstep: Class 9 contains 3684 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16194 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5789 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 69334 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 167775 members 
Mstep: Class 19 contains 8239 members 
Mstep: Class 20 contains 29138 members 
Mstep: Class 21 contains 251177 members 
Mstep: Class 22 contains 13415 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48919 members 
Mstep: Class 25 contains 134331 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10794 members 
Mstep: Class 28 contains 28251 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246176.000000 Penalty: 98657.695312
Iteration 232Q: 30 clusters Score -1.222462e+08 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30765 members 
Mstep: Class 4 contains 41424 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27361 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3099 members 
Mstep: Class 9 contains 3682 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16199 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5792 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 69323 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 167816 members 
Mstep: Class 19 contains 8204 members 
Mstep: Class 20 contains 29135 members 
Mstep: Class 21 contains 251215 members 
Mstep: Class 22 contains 13423 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48920 members 
Mstep: Class 25 contains 134281 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10795 members 
Mstep: Class 28 contains 28251 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246096.000000 Penalty: 98657.695312
Iteration 233Q: 30 clusters Score -1.222461e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30773 members 
Mstep: Class 4 contains 41409 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27363 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3097 members 
Mstep: Class 9 contains 3674 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16199 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5793 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 69314 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 167838 members 
Mstep: Class 19 contains 8169 members 
Mstep: Class 20 contains 29134 members 
Mstep: Class 21 contains 251259 members 
Mstep: Class 22 contains 13437 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48921 members 
Mstep: Class 25 contains 134261 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10795 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246136.000000 Penalty: 98657.695312
Iteration 234Q: 30 clusters Score -1.222461e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30777 members 
Mstep: Class 4 contains 41397 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27365 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3095 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16201 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5796 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 69291 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 167867 members 
Mstep: Class 19 contains 8134 members 
Mstep: Class 20 contains 29131 members 
Mstep: Class 21 contains 251315 members 
Mstep: Class 22 contains 13443 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48921 members 
Mstep: Class 25 contains 134236 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10796 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246112.000000 Penalty: 98657.695312
Iteration 235Q: 30 clusters Score -1.222461e+08 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30791 members 
Mstep: Class 4 contains 41379 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27364 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3091 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16204 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5806 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 69257 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 167908 members 
Mstep: Class 19 contains 8103 members 
Mstep: Class 20 contains 29127 members 
Mstep: Class 21 contains 251377 members 
Mstep: Class 22 contains 13458 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48920 members 
Mstep: Class 25 contains 134188 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10797 members 
Mstep: Class 28 contains 28249 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246160.000000 Penalty: 98657.695312
Iteration 236Q: 30 clusters Score -1.222462e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30799 members 
Mstep: Class 4 contains 41375 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27365 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3088 members 
Mstep: Class 9 contains 3655 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16209 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5810 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 69228 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 167947 members 
Mstep: Class 19 contains 8068 members 
Mstep: Class 20 contains 29121 members 
Mstep: Class 21 contains 251440 members 
Mstep: Class 22 contains 13479 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48920 members 
Mstep: Class 25 contains 134135 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10797 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246128.000000 Penalty: 98657.695312
Iteration 237Q: 30 clusters Score -1.222461e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30823 members 
Mstep: Class 4 contains 41364 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27366 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3087 members 
Mstep: Class 9 contains 3637 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16217 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5815 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 69198 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 167990 members 
Mstep: Class 19 contains 8041 members 
Mstep: Class 20 contains 29112 members 
Mstep: Class 21 contains 251488 members 
Mstep: Class 22 contains 13503 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48921 members 
Mstep: Class 25 contains 134075 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10797 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246120.000000 Penalty: 98657.695312
Iteration 238Q: 30 clusters Score -1.222461e+08 nChanged 388
Entering ConstructFrom: 
Score: -122246120.000000 Penalty: 98657.695312
Entering ConstructFrom: 
Trying to split cluster 1 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -24645.960938 Penalty: 1328.433472
	Iteration 0F: 2 clusters Score -24645.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -23567.460938 Penalty: 2656.866943
	Iteration 0F: 3 clusters Score -23567.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -23709.335938 Penalty: 2656.866943
	Iteration 1F: 3 clusters Score -23709.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23797.511719 Penalty: 2656.866943
	Iteration 2F: 3 clusters Score -23797.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23857.755859 Penalty: 2656.866943
	Iteration 3Q: 3 clusters Score -23857.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -23872.351562 Penalty: 2656.866943
	Iteration 4Q: 3 clusters Score -23872.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23880.763672 Penalty: 2656.866943
	Iteration 5Q: 3 clusters Score -23880.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23880.763672 Penalty: 2656.866943
	Iteration 6F: 3 clusters Score -23880.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -63852.785156 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -63852.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -62381.453125 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -62381.45 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -62589.191406 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -62589.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62638.128906 Penalty: 3062.197998
	Iteration 2Q: 3 clusters Score -62638.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -62665.492188 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -62665.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62672.230469 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -62672.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62675.484375 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -62675.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62678.226562 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -62678.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62678.226562 Penalty: 3062.197998
	Iteration 7F: 3 clusters Score -62678.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Entering Unmasked Estep 
Score: -4322813.000000 Penalty: 2563.500977
	Iteration 0F: 2 clusters Score -4322813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -4301464.000000 Penalty: 5127.001953
	Iteration 0F: 3 clusters Score -4301464 nChanged 14040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -4309237.500000 Penalty: 5127.001953
	Iteration 1F: 3 clusters Score -4309238 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -4309712.500000 Penalty: 5127.001953
	Iteration 2Q: 3 clusters Score -4309712 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -4310131.000000 Penalty: 5127.001953
	Iteration 3Q: 3 clusters Score -4310131 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -4310502.000000 Penalty: 5127.001953
	Iteration 4Q: 3 clusters Score -4310502 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -4310890.000000 Penalty: 5127.001953
	Iteration 5Q: 3 clusters Score -4310890 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -4311288.500000 Penalty: 5127.001953
	Iteration 6Q: 3 clusters Score -4311288 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -4311793.000000 Penalty: 5127.001953
	Iteration 7Q: 3 clusters Score -4311793 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -4312538.500000 Penalty: 5127.001953
	Iteration 8Q: 3 clusters Score -4312538 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -4313510.000000 Penalty: 5127.001953
	Iteration 9Q: 3 clusters Score -4313510 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -4314623.000000 Penalty: 5127.001953
	Iteration 10F: 3 clusters Score -4314623 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -4315683.000000 Penalty: 5127.001953
	Iteration 11Q: 3 clusters Score -4315683 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -4316550.500000 Penalty: 5127.001953
	Iteration 12Q: 3 clusters Score -4316550 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -4317095.000000 Penalty: 5127.001953
	Iteration 13Q: 3 clusters Score -4317095 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -4317474.000000 Penalty: 5127.001953
	Iteration 14Q: 3 clusters Score -4317474 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -4317759.500000 Penalty: 5127.001953
	Iteration 15Q: 3 clusters Score -4317760 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -4317991.500000 Penalty: 5127.001953
	Iteration 16Q: 3 clusters Score -4317992 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -4318190.000000 Penalty: 5127.001953
	Iteration 17Q: 3 clusters Score -4318190 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -4318375.500000 Penalty: 5127.001953
	Iteration 18Q: 3 clusters Score -4318376 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -4318530.000000 Penalty: 5127.001953
	Iteration 19Q: 3 clusters Score -4318530 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -4318685.000000 Penalty: 5127.001953
	Iteration 20F: 3 clusters Score -4318685 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26619 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -4318795.500000 Penalty: 5127.001953
	Iteration 21Q: 3 clusters Score -4318796 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -4318936.500000 Penalty: 5127.001953
	Iteration 22Q: 3 clusters Score -4318936 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -4319075.000000 Penalty: 5127.001953
	Iteration 23Q: 3 clusters Score -4319075 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -4319208.000000 Penalty: 5127.001953
	Iteration 24Q: 3 clusters Score -4319208 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -4319345.500000 Penalty: 5127.001953
	Iteration 25Q: 3 clusters Score -4319346 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4319463.500000 Penalty: 5127.001953
	Iteration 26Q: 3 clusters Score -4319464 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -4319573.000000 Penalty: 5127.001953
	Iteration 27Q: 3 clusters Score -4319573 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4319659.500000 Penalty: 5127.001953
	Iteration 28Q: 3 clusters Score -4319660 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -4319758.500000 Penalty: 5127.001953
	Iteration 29Q: 3 clusters Score -4319758 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4319828.500000 Penalty: 5127.001953
	Iteration 30Q: 3 clusters Score -4319828 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4319898.500000 Penalty: 5127.001953
	Iteration 31Q: 3 clusters Score -4319898 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4319973.000000 Penalty: 5127.001953
	Iteration 32Q: 3 clusters Score -4319973 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4320030.500000 Penalty: 5127.001953
	Iteration 33Q: 3 clusters Score -4320030 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -4320072.000000 Penalty: 5127.001953
	Iteration 34Q: 3 clusters Score -4320072 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -4320119.500000 Penalty: 5127.001953
	Iteration 35Q: 3 clusters Score -4320120 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4320168.000000 Penalty: 5127.001953
	Iteration 36Q: 3 clusters Score -4320168 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -4320208.000000 Penalty: 5127.001953
	Iteration 37Q: 3 clusters Score -4320208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -4320228.500000 Penalty: 5127.001953
	Iteration 38Q: 3 clusters Score -4320228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4320262.000000 Penalty: 5127.001953
	Iteration 39Q: 3 clusters Score -4320262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4320278.500000 Penalty: 5127.001953
	Iteration 40F: 3 clusters Score -4320278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4320291.500000 Penalty: 5127.001953
	Iteration 41Q: 3 clusters Score -4320292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4320307.500000 Penalty: 5127.001953
	Iteration 42Q: 3 clusters Score -4320308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4320315.500000 Penalty: 5127.001953
	Iteration 43Q: 3 clusters Score -4320316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4320325.500000 Penalty: 5127.001953
	Iteration 44Q: 3 clusters Score -4320326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4320329.500000 Penalty: 5127.001953
	Iteration 45Q: 3 clusters Score -4320330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4320343.500000 Penalty: 5127.001953
	Iteration 46Q: 3 clusters Score -4320344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -4320346.500000 Penalty: 5127.001953
	Iteration 47Q: 3 clusters Score -4320346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4320351.500000 Penalty: 5127.001953
	Iteration 48Q: 3 clusters Score -4320352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4320366.500000 Penalty: 5127.001953
	Iteration 49Q: 3 clusters Score -4320366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4320367.500000 Penalty: 5127.001953
	Iteration 50Q: 3 clusters Score -4320368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -4320378.000000 Penalty: 5127.001953
	Iteration 51Q: 3 clusters Score -4320378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4320379.500000 Penalty: 5127.001953
	Iteration 52Q: 3 clusters Score -4320380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -4320381.000000 Penalty: 5127.001953
	Iteration 53Q: 3 clusters Score -4320381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30054 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4320392.000000 Penalty: 5127.001953
	Iteration 54Q: 3 clusters Score -4320392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4320400.000000 Penalty: 5127.001953
	Iteration 55Q: 3 clusters Score -4320400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4320406.500000 Penalty: 5127.001953
	Iteration 56Q: 3 clusters Score -4320406 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4320408.500000 Penalty: 5127.001953
	Iteration 57Q: 3 clusters Score -4320408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4320416.500000 Penalty: 5127.001953
	Iteration 58Q: 3 clusters Score -4320416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -4320421.000000 Penalty: 5127.001953
	Iteration 59Q: 3 clusters Score -4320421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -4320423.500000 Penalty: 5127.001953
	Iteration 60F: 3 clusters Score -4320424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4320438.000000 Penalty: 5127.001953
	Iteration 61Q: 3 clusters Score -4320438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4320440.500000 Penalty: 5127.001953
	Iteration 62Q: 3 clusters Score -4320440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4320443.000000 Penalty: 5127.001953
	Iteration 63Q: 3 clusters Score -4320443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -4320446.500000 Penalty: 5127.001953
	Iteration 64Q: 3 clusters Score -4320446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4320453.500000 Penalty: 5127.001953
	Iteration 65Q: 3 clusters Score -4320454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4320449.500000 Penalty: 5127.001953
	Iteration 66Q: 3 clusters Score -4320450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4320449.500000 Penalty: 5127.001953
	Iteration 67Q: 3 clusters Score -4320450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4320450.000000 Penalty: 5127.001953
	Iteration 68Q: 3 clusters Score -4320450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4320455.500000 Penalty: 5127.001953
	Iteration 69Q: 3 clusters Score -4320456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4320460.500000 Penalty: 5127.001953
	Iteration 70Q: 3 clusters Score -4320460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4320471.000000 Penalty: 5127.001953
	Iteration 71Q: 3 clusters Score -4320471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4320474.500000 Penalty: 5127.001953
	Iteration 72Q: 3 clusters Score -4320474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4320482.000000 Penalty: 5127.001953
	Iteration 73Q: 3 clusters Score -4320482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4320481.500000 Penalty: 5127.001953
	Iteration 74Q: 3 clusters Score -4320482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4320476.500000 Penalty: 5127.001953
	Iteration 75Q: 3 clusters Score -4320476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30223 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4320476.000000 Penalty: 5127.001953
	Iteration 76Q: 3 clusters Score -4320476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4320481.000000 Penalty: 5127.001953
	Iteration 77Q: 3 clusters Score -4320481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4320480.500000 Penalty: 5127.001953
	Iteration 78Q: 3 clusters Score -4320480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4320486.000000 Penalty: 5127.001953
	Iteration 79Q: 3 clusters Score -4320486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4320483.500000 Penalty: 5127.001953
	Iteration 80F: 3 clusters Score -4320484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4320484.000000 Penalty: 5127.001953
	Iteration 81Q: 3 clusters Score -4320484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -4320489.000000 Penalty: 5127.001953
	Iteration 82Q: 3 clusters Score -4320489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4320490.500000 Penalty: 5127.001953
	Iteration 83Q: 3 clusters Score -4320490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -4320490.500000 Penalty: 5127.001953
	Iteration 84F: 3 clusters Score -4320490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Entering Unmasked Estep 
Score: -5762945.500000 Penalty: 2636.263184
	Iteration 0F: 2 clusters Score -5762946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -5734959.500000 Penalty: 5272.526367
	Iteration 0F: 3 clusters Score -5734960 nChanged 18930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -5745522.500000 Penalty: 5272.526367
	Iteration 1F: 3 clusters Score -5745522 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -5746173.000000 Penalty: 5272.526367
	Iteration 2Q: 3 clusters Score -5746173 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -5746887.000000 Penalty: 5272.526367
	Iteration 3Q: 3 clusters Score -5746887 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -5747882.500000 Penalty: 5272.526367
	Iteration 4Q: 3 clusters Score -5747882 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -5749323.500000 Penalty: 5272.526367
	Iteration 5F: 3 clusters Score -5749324 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -5751248.500000 Penalty: 5272.526367
	Iteration 6F: 3 clusters Score -5751248 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -5753618.500000 Penalty: 5272.526367
	Iteration 7F: 3 clusters Score -5753618 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 35781 members 
Entering Unmasked Estep 
Score: -5756017.500000 Penalty: 5272.526367
	Iteration 8F: 3 clusters Score -5756018 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -5757824.500000 Penalty: 5272.526367
	Iteration 9Q: 3 clusters Score -5757824 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -5759044.000000 Penalty: 5272.526367
	Iteration 10Q: 3 clusters Score -5759044 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -5759724.000000 Penalty: 5272.526367
	Iteration 11Q: 3 clusters Score -5759724 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -5760172.500000 Penalty: 5272.526367
	Iteration 12Q: 3 clusters Score -5760172 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -5760418.000000 Penalty: 5272.526367
	Iteration 13Q: 3 clusters Score -5760418 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -5760540.500000 Penalty: 5272.526367
	Iteration 14Q: 3 clusters Score -5760540 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -5760600.000000 Penalty: 5272.526367
	Iteration 15Q: 3 clusters Score -5760600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -5760638.000000 Penalty: 5272.526367
	Iteration 16Q: 3 clusters Score -5760638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -5760676.000000 Penalty: 5272.526367
	Iteration 17Q: 3 clusters Score -5760676 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -5760700.000000 Penalty: 5272.526367
	Iteration 18Q: 3 clusters Score -5760700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -5760719.500000 Penalty: 5272.526367
	Iteration 19Q: 3 clusters Score -5760720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -5760731.000000 Penalty: 5272.526367
	Iteration 20F: 3 clusters Score -5760731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -5760744.000000 Penalty: 5272.526367
	Iteration 21Q: 3 clusters Score -5760744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -5760749.000000 Penalty: 5272.526367
	Iteration 22Q: 3 clusters Score -5760749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -5760745.500000 Penalty: 5272.526367
	Iteration 23Q: 3 clusters Score -5760746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -5760754.000000 Penalty: 5272.526367
	Iteration 24Q: 3 clusters Score -5760754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -5760753.500000 Penalty: 5272.526367
	Iteration 25Q: 3 clusters Score -5760754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -5760753.500000 Penalty: 5272.526367
	Iteration 26F: 3 clusters Score -5760754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -98539.398438 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -98539.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -96813.125000 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -96813.12 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97142.742188 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -97142.74 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97399.164062 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -97399.16 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -97675.429688 Penalty: 3292.080078
	Iteration 3F: 3 clusters Score -97675.43 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -97868.335938 Penalty: 3292.080078
	Iteration 4F: 3 clusters Score -97868.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -98035.734375 Penalty: 3292.080078
	Iteration 5F: 3 clusters Score -98035.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -98127.914062 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -98127.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -98242.343750 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -98242.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -98320.468750 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -98320.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -98360.523438 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -98360.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -98399.695312 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -98399.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -98492.078125 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -98492.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -98687.492188 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -98687.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -98988.679688 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -98988.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -98994.851562 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -98994.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -98997.968750 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -98997.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -98997.968750 Penalty: 3292.080078
	Iteration 16F: 3 clusters Score -98997.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30844 members 
Mstep: Class 4 contains 41361 members 
Mstep: Class 5 contains 561 members 
Mstep: Class 6 contains 27366 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3085 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 16222 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5819 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 69172 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168019 members 
Mstep: Class 19 contains 8011 members 
Mstep: Class 20 contains 29106 members 
Mstep: Class 21 contains 251566 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48921 members 
Mstep: Class 25 contains 133996 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10800 members 
Mstep: Class 28 contains 28251 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 202 members 
Entering Unmasked Estep 
Score: -122244664.000000 Penalty: 102059.687500
Splitting cluster 5 changes total score from -122246120.000000 to -122244664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (27366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Entering Unmasked Estep 
Score: -3431570.250000 Penalty: 2533.830078
	Iteration 0F: 2 clusters Score -3431570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3412881.500000 Penalty: 5067.660156
	Iteration 0F: 3 clusters Score -3412882 nChanged 12182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -3420227.500000 Penalty: 5067.660156
	Iteration 1F: 3 clusters Score -3420228 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3421751.500000 Penalty: 5067.660156
	Iteration 2F: 3 clusters Score -3421752 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3423575.000000 Penalty: 5067.660156
	Iteration 3F: 3 clusters Score -3423575 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3425516.000000 Penalty: 5067.660156
	Iteration 4F: 3 clusters Score -3425516 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -3427021.500000 Penalty: 5067.660156
	Iteration 5F: 3 clusters Score -3427022 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3427944.500000 Penalty: 5067.660156
	Iteration 6F: 3 clusters Score -3427944 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3428432.250000 Penalty: 5067.660156
	Iteration 7Q: 3 clusters Score -3428432 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -3428684.250000 Penalty: 5067.660156
	Iteration 8Q: 3 clusters Score -3428684 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -3428843.250000 Penalty: 5067.660156
	Iteration 9Q: 3 clusters Score -3428843 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3428955.750000 Penalty: 5067.660156
	Iteration 10Q: 3 clusters Score -3428956 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -3429027.750000 Penalty: 5067.660156
	Iteration 11Q: 3 clusters Score -3429028 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3429090.000000 Penalty: 5067.660156
	Iteration 12Q: 3 clusters Score -3429090 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3429111.500000 Penalty: 5067.660156
	Iteration 13Q: 3 clusters Score -3429112 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3429157.500000 Penalty: 5067.660156
	Iteration 14Q: 3 clusters Score -3429158 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3429171.250000 Penalty: 5067.660156
	Iteration 15Q: 3 clusters Score -3429171 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -3429188.750000 Penalty: 5067.660156
	Iteration 16Q: 3 clusters Score -3429189 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -3429214.000000 Penalty: 5067.660156
	Iteration 17Q: 3 clusters Score -3429214 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3429218.000000 Penalty: 5067.660156
	Iteration 18Q: 3 clusters Score -3429218 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -3429234.000000 Penalty: 5067.660156
	Iteration 19Q: 3 clusters Score -3429234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -3429246.500000 Penalty: 5067.660156
	Iteration 20F: 3 clusters Score -3429246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3429257.000000 Penalty: 5067.660156
	Iteration 21Q: 3 clusters Score -3429257 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -3429268.250000 Penalty: 5067.660156
	Iteration 22Q: 3 clusters Score -3429268 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3429276.000000 Penalty: 5067.660156
	Iteration 23Q: 3 clusters Score -3429276 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -3429282.500000 Penalty: 5067.660156
	Iteration 24Q: 3 clusters Score -3429282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -3429280.250000 Penalty: 5067.660156
	Iteration 25Q: 3 clusters Score -3429280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -3429299.500000 Penalty: 5067.660156
	Iteration 26Q: 3 clusters Score -3429300 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -3429310.000000 Penalty: 5067.660156
	Iteration 27Q: 3 clusters Score -3429310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3429311.250000 Penalty: 5067.660156
	Iteration 28Q: 3 clusters Score -3429311 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3429320.750000 Penalty: 5067.660156
	Iteration 29Q: 3 clusters Score -3429321 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3429327.000000 Penalty: 5067.660156
	Iteration 30Q: 3 clusters Score -3429327 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3429333.250000 Penalty: 5067.660156
	Iteration 31Q: 3 clusters Score -3429333 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -3429339.750000 Penalty: 5067.660156
	Iteration 32Q: 3 clusters Score -3429340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3429354.250000 Penalty: 5067.660156
	Iteration 33Q: 3 clusters Score -3429354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -3429354.500000 Penalty: 5067.660156
	Iteration 34Q: 3 clusters Score -3429354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3429362.500000 Penalty: 5067.660156
	Iteration 35Q: 3 clusters Score -3429362 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3429354.250000 Penalty: 5067.660156
	Iteration 36Q: 3 clusters Score -3429354 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3429351.250000 Penalty: 5067.660156
	Iteration 37Q: 3 clusters Score -3429351 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -3429345.000000 Penalty: 5067.660156
	Iteration 38Q: 3 clusters Score -3429345 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3429354.750000 Penalty: 5067.660156
	Iteration 39Q: 3 clusters Score -3429355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -3429355.750000 Penalty: 5067.660156
	Iteration 40F: 3 clusters Score -3429356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -3429357.750000 Penalty: 5067.660156
	Iteration 41Q: 3 clusters Score -3429358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -3429372.000000 Penalty: 5067.660156
	Iteration 42Q: 3 clusters Score -3429372 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -3429370.500000 Penalty: 5067.660156
	Iteration 43Q: 3 clusters Score -3429370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -3429377.250000 Penalty: 5067.660156
	Iteration 44Q: 3 clusters Score -3429377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3429380.500000 Penalty: 5067.660156
	Iteration 45Q: 3 clusters Score -3429380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -3429389.250000 Penalty: 5067.660156
	Iteration 46Q: 3 clusters Score -3429389 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -3429394.750000 Penalty: 5067.660156
	Iteration 47Q: 3 clusters Score -3429395 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -3429404.500000 Penalty: 5067.660156
	Iteration 48Q: 3 clusters Score -3429404 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -3429412.500000 Penalty: 5067.660156
	Iteration 49Q: 3 clusters Score -3429412 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -3429409.500000 Penalty: 5067.660156
	Iteration 50Q: 3 clusters Score -3429410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -3429413.750000 Penalty: 5067.660156
	Iteration 51Q: 3 clusters Score -3429414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -3429422.000000 Penalty: 5067.660156
	Iteration 52Q: 3 clusters Score -3429422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -3429427.000000 Penalty: 5067.660156
	Iteration 53Q: 3 clusters Score -3429427 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -3429431.250000 Penalty: 5067.660156
	Iteration 54Q: 3 clusters Score -3429431 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -3429427.750000 Penalty: 5067.660156
	Iteration 55Q: 3 clusters Score -3429428 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3429440.500000 Penalty: 5067.660156
	Iteration 56Q: 3 clusters Score -3429440 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -3429427.250000 Penalty: 5067.660156
	Iteration 57Q: 3 clusters Score -3429427 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -3429442.000000 Penalty: 5067.660156
	Iteration 58Q: 3 clusters Score -3429442 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -3429454.000000 Penalty: 5067.660156
	Iteration 59Q: 3 clusters Score -3429454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -3429457.500000 Penalty: 5067.660156
	Iteration 60F: 3 clusters Score -3429458 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3429454.750000 Penalty: 5067.660156
	Iteration 61Q: 3 clusters Score -3429455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -3429453.750000 Penalty: 5067.660156
	Iteration 62Q: 3 clusters Score -3429454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -3429457.750000 Penalty: 5067.660156
	Iteration 63Q: 3 clusters Score -3429458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -3429453.250000 Penalty: 5067.660156
	Iteration 64Q: 3 clusters Score -3429453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -3429453.500000 Penalty: 5067.660156
	Iteration 65Q: 3 clusters Score -3429454 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -3429468.750000 Penalty: 5067.660156
	Iteration 66Q: 3 clusters Score -3429469 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3429473 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 17483 members 
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	Iteration 68Q: 3 clusters Score -3429468 nChanged 30
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Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3429475 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3429482 nChanged 20
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Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -3429485 nChanged 21
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Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3429496 nChanged 24
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Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3429493 nChanged 32
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Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 17629 members 
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	Iteration 74Q: 3 clusters Score -3429496 nChanged 27
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Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3429493 nChanged 14
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Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3429494 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3429499 nChanged 7
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Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3429497 nChanged 6
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Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3429492 nChanged 8
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Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3429492 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3429494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3429494 nChanged 3
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Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3429496 nChanged 4
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Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3429497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3429495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3429496 nChanged 7
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Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3429495 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3429496 nChanged 8
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Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3429487 nChanged 9
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Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3429492 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3429494 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3429494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 17841 members 
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Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3429499 nChanged 16
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Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3429500 nChanged 16
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Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3429512 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 17927 members 
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Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9400 members 
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Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 17988 members 
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	Iteration 104Q: 3 clusters Score -3429507 nChanged 21
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Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 18009 members 
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Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3429510 nChanged 25
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Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3429517 nChanged 15
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Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3429512 nChanged 14
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Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3429515 nChanged 20
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Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3429521 nChanged 33
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Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -3429517 nChanged 31
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Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -3429519 nChanged 36
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Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3429510 nChanged 29
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Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3429511 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9096 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3429522 nChanged 40
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Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -3429520 nChanged 37
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Mstep: Class 1 contains 9025 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -3429522 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8984 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3429536 nChanged 39
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Mstep: Class 1 contains 8947 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3429537 nChanged 39
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Mstep: Class 1 contains 8910 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -3429550 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -3429550 nChanged 47
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Mstep: Class 1 contains 8822 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -3429551 nChanged 47
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Mstep: Class 1 contains 8779 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -3429556 nChanged 43
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Mstep: Class 1 contains 8738 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -3429565 nChanged 54
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Mstep: Class 1 contains 8684 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3429566 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3429578 nChanged 58
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Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -3429573 nChanged 62
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Mstep: Class 1 contains 8519 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3429579 nChanged 54
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Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3429585 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -3429600 nChanged 93
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Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -3429621 nChanged 98
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Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -3429631 nChanged 89
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Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3429630 nChanged 73
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Mstep: Class 1 contains 8045 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -3429646 nChanged 80
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Mstep: Class 1 contains 7965 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -3429652 nChanged 88
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Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3429656 nChanged 98
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Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -3429676 nChanged 102
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Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -3429676 nChanged 100
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Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3429684 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -3429700 nChanged 107
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Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3429712 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -3429728 nChanged 120
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Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -3429736 nChanged 133
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Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 20340 members 
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	Iteration 144Q: 3 clusters Score -3429769 nChanged 159
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Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3429790 nChanged 148
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Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 20633 members 
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	Iteration 146Q: 3 clusters Score -3429830 nChanged 136
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Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -3429850 nChanged 131
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Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -3429870 nChanged 125
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Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 21025 members 
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	Iteration 149Q: 3 clusters Score -3429881 nChanged 107
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Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -3429900 nChanged 95
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Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -3429898 nChanged 83
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Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -3429901 nChanged 79
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Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -3429919 nChanged 90
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Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -3429926 nChanged 103
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Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -3429951.750000 Penalty: 5067.660156
	Iteration 155Q: 3 clusters Score -3429952 nChanged 104
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Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -3429964 nChanged 108
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Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -3429985 nChanged 103
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Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -3430004.000000 Penalty: 5067.660156
	Iteration 158Q: 3 clusters Score -3430004 nChanged 107
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Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -3430016.500000 Penalty: 5067.660156
	Iteration 159Q: 3 clusters Score -3430016 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -3430016.250000 Penalty: 5067.660156
	Iteration 160F: 3 clusters Score -3430016 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -3430044.250000 Penalty: 5067.660156
	Iteration 161Q: 3 clusters Score -3430044 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -3430051.750000 Penalty: 5067.660156
	Iteration 162Q: 3 clusters Score -3430052 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -3430068.000000 Penalty: 5067.660156
	Iteration 163Q: 3 clusters Score -3430068 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3430081.250000 Penalty: 5067.660156
	Iteration 164Q: 3 clusters Score -3430081 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -3430095.500000 Penalty: 5067.660156
	Iteration 165Q: 3 clusters Score -3430096 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3430122.000000 Penalty: 5067.660156
	Iteration 166Q: 3 clusters Score -3430122 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -3430134.250000 Penalty: 5067.660156
	Iteration 167Q: 3 clusters Score -3430134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -3430139.000000 Penalty: 5067.660156
	Iteration 168Q: 3 clusters Score -3430139 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -3430160.500000 Penalty: 5067.660156
	Iteration 169Q: 3 clusters Score -3430160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3430176.500000 Penalty: 5067.660156
	Iteration 170Q: 3 clusters Score -3430176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -3430201.750000 Penalty: 5067.660156
	Iteration 171Q: 3 clusters Score -3430202 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -3430207.750000 Penalty: 5067.660156
	Iteration 172Q: 3 clusters Score -3430208 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -3430206.000000 Penalty: 5067.660156
	Iteration 173Q: 3 clusters Score -3430206 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -3430229.500000 Penalty: 5067.660156
	Iteration 174Q: 3 clusters Score -3430230 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -3430241.500000 Penalty: 5067.660156
	Iteration 175Q: 3 clusters Score -3430242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -3430262.000000 Penalty: 5067.660156
	Iteration 176Q: 3 clusters Score -3430262 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -3430273.750000 Penalty: 5067.660156
	Iteration 177Q: 3 clusters Score -3430274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -3430285.250000 Penalty: 5067.660156
	Iteration 178Q: 3 clusters Score -3430285 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 23705 members 
Entering Unmasked Estep 
Score: -3430302.500000 Penalty: 5067.660156
	Iteration 179Q: 3 clusters Score -3430302 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -3430334.750000 Penalty: 5067.660156
	Iteration 180F: 3 clusters Score -3430335 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3430353.250000 Penalty: 5067.660156
	Iteration 181Q: 3 clusters Score -3430353 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3430374.500000 Penalty: 5067.660156
	Iteration 182Q: 3 clusters Score -3430374 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -3430411.000000 Penalty: 5067.660156
	Iteration 183Q: 3 clusters Score -3430411 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3430441.750000 Penalty: 5067.660156
	Iteration 184Q: 3 clusters Score -3430442 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3430461.000000 Penalty: 5067.660156
	Iteration 185Q: 3 clusters Score -3430461 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -3430486.750000 Penalty: 5067.660156
	Iteration 186Q: 3 clusters Score -3430487 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -3430500.750000 Penalty: 5067.660156
	Iteration 187Q: 3 clusters Score -3430501 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3430507.000000 Penalty: 5067.660156
	Iteration 188Q: 3 clusters Score -3430507 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -3430520.000000 Penalty: 5067.660156
	Iteration 189Q: 3 clusters Score -3430520 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -3430533.250000 Penalty: 5067.660156
	Iteration 190Q: 3 clusters Score -3430533 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -3430536.500000 Penalty: 5067.660156
	Iteration 191Q: 3 clusters Score -3430536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3430557.500000 Penalty: 5067.660156
	Iteration 192Q: 3 clusters Score -3430558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3430557.500000 Penalty: 5067.660156
	Iteration 193Q: 3 clusters Score -3430558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 24584 members 
Entering Unmasked Estep 
Score: -3430556.750000 Penalty: 5067.660156
	Iteration 194Q: 3 clusters Score -3430557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 24602 members 
Entering Unmasked Estep 
Score: -3430564.500000 Penalty: 5067.660156
	Iteration 195Q: 3 clusters Score -3430564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -3430561.750000 Penalty: 5067.660156
	Iteration 196Q: 3 clusters Score -3430562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3430560.250000 Penalty: 5067.660156
	Iteration 197Q: 3 clusters Score -3430560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -3430570.250000 Penalty: 5067.660156
	Iteration 198Q: 3 clusters Score -3430570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -3430571.750000 Penalty: 5067.660156
	Iteration 199Q: 3 clusters Score -3430572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -3430579.000000 Penalty: 5067.660156
	Iteration 200F: 3 clusters Score -3430579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3430574.500000 Penalty: 5067.660156
	Iteration 201Q: 3 clusters Score -3430574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3430576.750000 Penalty: 5067.660156
	Iteration 202Q: 3 clusters Score -3430577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -3430571.250000 Penalty: 5067.660156
	Iteration 203Q: 3 clusters Score -3430571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3430574.000000 Penalty: 5067.660156
	Iteration 204Q: 3 clusters Score -3430574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3430571.000000 Penalty: 5067.660156
	Iteration 205Q: 3 clusters Score -3430571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -3430575.500000 Penalty: 5067.660156
	Iteration 206Q: 3 clusters Score -3430576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3430572.500000 Penalty: 5067.660156
	Iteration 207Q: 3 clusters Score -3430572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3430574.250000 Penalty: 5067.660156
	Iteration 208Q: 3 clusters Score -3430574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3430577.000000 Penalty: 5067.660156
	Iteration 209Q: 3 clusters Score -3430577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3430578.250000 Penalty: 5067.660156
	Iteration 210Q: 3 clusters Score -3430578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3430578.250000 Penalty: 5067.660156
	Iteration 211F: 3 clusters Score -3430578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -570914.437500 Penalty: 2082.078369
	Iteration 0F: 2 clusters Score -570914.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -566800.000000 Penalty: 4164.156738
	Iteration 0F: 3 clusters Score -566800 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -567779.562500 Penalty: 4164.156738
	Iteration 1F: 3 clusters Score -567779.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -568002.500000 Penalty: 4164.156738
	Iteration 2F: 3 clusters Score -568002.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -568149.937500 Penalty: 4164.156738
	Iteration 3F: 3 clusters Score -568149.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -568275.937500 Penalty: 4164.156738
	Iteration 4Q: 3 clusters Score -568275.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -568366.812500 Penalty: 4164.156738
	Iteration 5Q: 3 clusters Score -568366.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -568431.312500 Penalty: 4164.156738
	Iteration 6Q: 3 clusters Score -568431.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -568518.562500 Penalty: 4164.156738
	Iteration 7Q: 3 clusters Score -568518.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -568621.687500 Penalty: 4164.156738
	Iteration 8Q: 3 clusters Score -568621.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -568735.437500 Penalty: 4164.156738
	Iteration 9Q: 3 clusters Score -568735.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -568846.312500 Penalty: 4164.156738
	Iteration 10Q: 3 clusters Score -568846.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -568927.562500 Penalty: 4164.156738
	Iteration 11Q: 3 clusters Score -568927.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -569006.812500 Penalty: 4164.156738
	Iteration 12Q: 3 clusters Score -569006.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -569071.875000 Penalty: 4164.156738
	Iteration 13Q: 3 clusters Score -569071.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -569126.687500 Penalty: 4164.156738
	Iteration 14Q: 3 clusters Score -569126.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -569155.312500 Penalty: 4164.156738
	Iteration 15Q: 3 clusters Score -569155.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -569180.187500 Penalty: 4164.156738
	Iteration 16Q: 3 clusters Score -569180.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -569201.875000 Penalty: 4164.156738
	Iteration 17Q: 3 clusters Score -569201.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -569223.500000 Penalty: 4164.156738
	Iteration 18Q: 3 clusters Score -569223.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -569238.687500 Penalty: 4164.156738
	Iteration 19Q: 3 clusters Score -569238.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -569251.437500 Penalty: 4164.156738
	Iteration 20F: 3 clusters Score -569251.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -569261.750000 Penalty: 4164.156738
	Iteration 21Q: 3 clusters Score -569261.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -569271.187500 Penalty: 4164.156738
	Iteration 22Q: 3 clusters Score -569271.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -569278.937500 Penalty: 4164.156738
	Iteration 23Q: 3 clusters Score -569278.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -569290.187500 Penalty: 4164.156738
	Iteration 24Q: 3 clusters Score -569290.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -569303.750000 Penalty: 4164.156738
	Iteration 25Q: 3 clusters Score -569303.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -569324.375000 Penalty: 4164.156738
	Iteration 26Q: 3 clusters Score -569324.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -569347.312500 Penalty: 4164.156738
	Iteration 27Q: 3 clusters Score -569347.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -569376.125000 Penalty: 4164.156738
	Iteration 28Q: 3 clusters Score -569376.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -569403.750000 Penalty: 4164.156738
	Iteration 29Q: 3 clusters Score -569403.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -569426.937500 Penalty: 4164.156738
	Iteration 30Q: 3 clusters Score -569426.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -569441.875000 Penalty: 4164.156738
	Iteration 31Q: 3 clusters Score -569441.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -569450.687500 Penalty: 4164.156738
	Iteration 32Q: 3 clusters Score -569450.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -569458.062500 Penalty: 4164.156738
	Iteration 33Q: 3 clusters Score -569458.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -569465.625000 Penalty: 4164.156738
	Iteration 34Q: 3 clusters Score -569465.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -569471.875000 Penalty: 4164.156738
	Iteration 35Q: 3 clusters Score -569471.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -569479.062500 Penalty: 4164.156738
	Iteration 36Q: 3 clusters Score -569479.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -569482.687500 Penalty: 4164.156738
	Iteration 37Q: 3 clusters Score -569482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -569486.937500 Penalty: 4164.156738
	Iteration 38Q: 3 clusters Score -569486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -569488.500000 Penalty: 4164.156738
	Iteration 39Q: 3 clusters Score -569488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -569489.312500 Penalty: 4164.156738
	Iteration 40F: 3 clusters Score -569489.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -569488.750000 Penalty: 4164.156738
	Iteration 41Q: 3 clusters Score -569488.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -569489.187500 Penalty: 4164.156738
	Iteration 42Q: 3 clusters Score -569489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -569489.250000 Penalty: 4164.156738
	Iteration 43Q: 3 clusters Score -569489.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -569489.250000 Penalty: 4164.156738
	Iteration 44F: 3 clusters Score -569489.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Entering Unmasked Estep 
Score: -438583.968750 Penalty: 1992.508057
	Iteration 0F: 2 clusters Score -438584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -435226.562500 Penalty: 3985.016113
	Iteration 0F: 3 clusters Score -435226.6 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -435876.968750 Penalty: 3985.016113
	Iteration 1F: 3 clusters Score -435877 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -436074.375000 Penalty: 3985.016113
	Iteration 2F: 3 clusters Score -436074.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -436188.437500 Penalty: 3985.016113
	Iteration 3F: 3 clusters Score -436188.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -436260.000000 Penalty: 3985.016113
	Iteration 4Q: 3 clusters Score -436260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -436310.000000 Penalty: 3985.016113
	Iteration 5Q: 3 clusters Score -436310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -436345.500000 Penalty: 3985.016113
	Iteration 6Q: 3 clusters Score -436345.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -436383.937500 Penalty: 3985.016113
	Iteration 7Q: 3 clusters Score -436383.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -436401.125000 Penalty: 3985.016113
	Iteration 8Q: 3 clusters Score -436401.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -436412.687500 Penalty: 3985.016113
	Iteration 9Q: 3 clusters Score -436412.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -436425.843750 Penalty: 3985.016113
	Iteration 10Q: 3 clusters Score -436425.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -436433.656250 Penalty: 3985.016113
	Iteration 11Q: 3 clusters Score -436433.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -436441.406250 Penalty: 3985.016113
	Iteration 12Q: 3 clusters Score -436441.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -436448.875000 Penalty: 3985.016113
	Iteration 13Q: 3 clusters Score -436448.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -436455.531250 Penalty: 3985.016113
	Iteration 14Q: 3 clusters Score -436455.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -436461.187500 Penalty: 3985.016113
	Iteration 15Q: 3 clusters Score -436461.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -436465.062500 Penalty: 3985.016113
	Iteration 16Q: 3 clusters Score -436465.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -436467.750000 Penalty: 3985.016113
	Iteration 17Q: 3 clusters Score -436467.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -436471.531250 Penalty: 3985.016113
	Iteration 18Q: 3 clusters Score -436471.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -436474.750000 Penalty: 3985.016113
	Iteration 19Q: 3 clusters Score -436474.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -436480.312500 Penalty: 3985.016113
	Iteration 20F: 3 clusters Score -436480.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -436485.625000 Penalty: 3985.016113
	Iteration 21Q: 3 clusters Score -436485.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -436492.781250 Penalty: 3985.016113
	Iteration 22Q: 3 clusters Score -436492.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -436497.562500 Penalty: 3985.016113
	Iteration 23Q: 3 clusters Score -436497.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -436503.750000 Penalty: 3985.016113
	Iteration 24Q: 3 clusters Score -436503.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -436508.343750 Penalty: 3985.016113
	Iteration 25Q: 3 clusters Score -436508.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -436509.625000 Penalty: 3985.016113
	Iteration 26Q: 3 clusters Score -436509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -436509.968750 Penalty: 3985.016113
	Iteration 27Q: 3 clusters Score -436510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -436509.968750 Penalty: 3985.016113
	Iteration 28F: 3 clusters Score -436510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Entering Unmasked Estep 
Score: -470187.656250 Penalty: 2032.853027
	Iteration 0F: 2 clusters Score -470187.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -466604.781250 Penalty: 4065.706055
	Iteration 0F: 3 clusters Score -466604.8 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -467700.656250 Penalty: 4065.706055
	Iteration 1F: 3 clusters Score -467700.7 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -468097.000000 Penalty: 4065.706055
	Iteration 2F: 3 clusters Score -468097 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -468371.937500 Penalty: 4065.706055
	Iteration 3F: 3 clusters Score -468371.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -468587.187500 Penalty: 4065.706055
	Iteration 4F: 3 clusters Score -468587.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -468769.156250 Penalty: 4065.706055
	Iteration 5Q: 3 clusters Score -468769.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -468969.156250 Penalty: 4065.706055
	Iteration 6Q: 3 clusters Score -468969.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -469153.000000 Penalty: 4065.706055
	Iteration 7Q: 3 clusters Score -469153 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -469333.875000 Penalty: 4065.706055
	Iteration 8Q: 3 clusters Score -469333.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -469488.000000 Penalty: 4065.706055
	Iteration 9Q: 3 clusters Score -469488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -469609.843750 Penalty: 4065.706055
	Iteration 10Q: 3 clusters Score -469609.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -469663.187500 Penalty: 4065.706055
	Iteration 11Q: 3 clusters Score -469663.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -469701.031250 Penalty: 4065.706055
	Iteration 12Q: 3 clusters Score -469701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -469723.968750 Penalty: 4065.706055
	Iteration 13Q: 3 clusters Score -469724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -469736.562500 Penalty: 4065.706055
	Iteration 14Q: 3 clusters Score -469736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -469743.781250 Penalty: 4065.706055
	Iteration 15Q: 3 clusters Score -469743.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -469751.187500 Penalty: 4065.706055
	Iteration 16Q: 3 clusters Score -469751.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -469755.406250 Penalty: 4065.706055
	Iteration 17Q: 3 clusters Score -469755.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -469756.656250 Penalty: 4065.706055
	Iteration 18Q: 3 clusters Score -469756.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -469758.406250 Penalty: 4065.706055
	Iteration 19Q: 3 clusters Score -469758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -469759.500000 Penalty: 4065.706055
	Iteration 20F: 3 clusters Score -469759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -469759.812500 Penalty: 4065.706055
	Iteration 21Q: 3 clusters Score -469759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -469759.812500 Penalty: 4065.706055
	Iteration 22F: 3 clusters Score -469759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -167047.156250 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -167047.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -164948.187500 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -164948.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -165276.984375 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -165277 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -165374.531250 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -165374.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -165429.046875 Penalty: 3528.925537
	Iteration 3Q: 3 clusters Score -165429 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -165472.921875 Penalty: 3528.925537
	Iteration 4Q: 3 clusters Score -165472.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -165534.296875 Penalty: 3528.925537
	Iteration 5Q: 3 clusters Score -165534.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -165580.734375 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -165580.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -165621.937500 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -165621.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -165645.000000 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -165645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -165659.781250 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -165659.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165672.093750 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -165672.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -165680.718750 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -165680.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -165691.015625 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -165691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -165701.343750 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -165701.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -165717.500000 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -165717.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -165730.609375 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -165730.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -165740.343750 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -165740.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -165746.000000 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -165746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -165751.890625 Penalty: 3528.925537
	Iteration 18Q: 3 clusters Score -165751.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -165756.203125 Penalty: 3528.925537
	Iteration 19Q: 3 clusters Score -165756.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -165760.453125 Penalty: 3528.925537
	Iteration 20F: 3 clusters Score -165760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -165765.375000 Penalty: 3528.925537
	Iteration 21Q: 3 clusters Score -165765.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -165771.343750 Penalty: 3528.925537
	Iteration 22Q: 3 clusters Score -165771.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -165780.328125 Penalty: 3528.925537
	Iteration 23Q: 3 clusters Score -165780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -165781.953125 Penalty: 3528.925537
	Iteration 24Q: 3 clusters Score -165782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -165783.015625 Penalty: 3528.925537
	Iteration 25Q: 3 clusters Score -165783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -165783.250000 Penalty: 3528.925537
	Iteration 26Q: 3 clusters Score -165783.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -165783.250000 Penalty: 3528.925537
	Iteration 27F: 3 clusters Score -165783.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Entering Unmasked Estep 
Score: -2214231.000000 Penalty: 2404.142578
	Iteration 0F: 2 clusters Score -2214231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2202537.750000 Penalty: 4808.285156
	Iteration 0F: 3 clusters Score -2202538 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2206414.750000 Penalty: 4808.285156
	Iteration 1F: 3 clusters Score -2206415 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -2206752.750000 Penalty: 4808.285156
	Iteration 2F: 3 clusters Score -2206753 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2207027.750000 Penalty: 4808.285156
	Iteration 3Q: 3 clusters Score -2207028 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2207242.500000 Penalty: 4808.285156
	Iteration 4Q: 3 clusters Score -2207242 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2207439.500000 Penalty: 4808.285156
	Iteration 5Q: 3 clusters Score -2207440 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2207614.000000 Penalty: 4808.285156
	Iteration 6Q: 3 clusters Score -2207614 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2207783.750000 Penalty: 4808.285156
	Iteration 7Q: 3 clusters Score -2207784 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2207970.250000 Penalty: 4808.285156
	Iteration 8Q: 3 clusters Score -2207970 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2208203.750000 Penalty: 4808.285156
	Iteration 9Q: 3 clusters Score -2208204 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2208493.500000 Penalty: 4808.285156
	Iteration 10Q: 3 clusters Score -2208494 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2208846.250000 Penalty: 4808.285156
	Iteration 11Q: 3 clusters Score -2208846 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2209266.250000 Penalty: 4808.285156
	Iteration 12Q: 3 clusters Score -2209266 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2209732.750000 Penalty: 4808.285156
	Iteration 13Q: 3 clusters Score -2209733 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2210220.000000 Penalty: 4808.285156
	Iteration 14Q: 3 clusters Score -2210220 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2210689.500000 Penalty: 4808.285156
	Iteration 15Q: 3 clusters Score -2210690 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2211086.500000 Penalty: 4808.285156
	Iteration 16Q: 3 clusters Score -2211086 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2211413.500000 Penalty: 4808.285156
	Iteration 17Q: 3 clusters Score -2211414 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2211661.750000 Penalty: 4808.285156
	Iteration 18Q: 3 clusters Score -2211662 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2211813.000000 Penalty: 4808.285156
	Iteration 19Q: 3 clusters Score -2211813 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2211908.000000 Penalty: 4808.285156
	Iteration 20F: 3 clusters Score -2211908 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2211985.750000 Penalty: 4808.285156
	Iteration 21Q: 3 clusters Score -2211986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2212039.750000 Penalty: 4808.285156
	Iteration 22Q: 3 clusters Score -2212040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2212075.500000 Penalty: 4808.285156
	Iteration 23Q: 3 clusters Score -2212076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -2212098.000000 Penalty: 4808.285156
	Iteration 24Q: 3 clusters Score -2212098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2212123.250000 Penalty: 4808.285156
	Iteration 25Q: 3 clusters Score -2212123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2212139.000000 Penalty: 4808.285156
	Iteration 26Q: 3 clusters Score -2212139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2212147.500000 Penalty: 4808.285156
	Iteration 27Q: 3 clusters Score -2212148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2212162.750000 Penalty: 4808.285156
	Iteration 28Q: 3 clusters Score -2212163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2212172.250000 Penalty: 4808.285156
	Iteration 29Q: 3 clusters Score -2212172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2212178.750000 Penalty: 4808.285156
	Iteration 30Q: 3 clusters Score -2212179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2212183.500000 Penalty: 4808.285156
	Iteration 31Q: 3 clusters Score -2212184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2212190.000000 Penalty: 4808.285156
	Iteration 32Q: 3 clusters Score -2212190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2212194.500000 Penalty: 4808.285156
	Iteration 33Q: 3 clusters Score -2212194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2212196.250000 Penalty: 4808.285156
	Iteration 34Q: 3 clusters Score -2212196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2212196.250000 Penalty: 4808.285156
	Iteration 35F: 3 clusters Score -2212196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -58648.656250 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -58648.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57194.339844 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -57194.34 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -57539.824219 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -57539.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -57968.691406 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -57968.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -58264.175781 Penalty: 3035.667480
	Iteration 3F: 3 clusters Score -58264.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -58448.601562 Penalty: 3035.667480
	Iteration 4F: 3 clusters Score -58448.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -58551.828125 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -58551.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -58597.054688 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -58597.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -58605.265625 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -58605.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -58608.449219 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -58608.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -58608.449219 Penalty: 3035.667480
	Iteration 9F: 3 clusters Score -58608.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27452.921875 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27452.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -26299.865234 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26299.87 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26453.388672 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26453.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26520.041016 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -26520.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26594.357422 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26594.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26631.746094 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -26631.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26722.369141 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -26722.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26808.052734 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -26808.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -26859.296875 Penalty: 2726.595459
	Iteration 7Q: 3 clusters Score -26859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26874.386719 Penalty: 2726.595459
	Iteration 8Q: 3 clusters Score -26874.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26887.917969 Penalty: 2726.595459
	Iteration 9Q: 3 clusters Score -26887.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26937.400391 Penalty: 2726.595459
	Iteration 10Q: 3 clusters Score -26937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27028.246094 Penalty: 2726.595459
	Iteration 11Q: 3 clusters Score -27028.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27133.289062 Penalty: 2726.595459
	Iteration 12Q: 3 clusters Score -27133.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27205.232422 Penalty: 2726.595459
	Iteration 13Q: 3 clusters Score -27205.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27278.791016 Penalty: 2726.595459
	Iteration 14Q: 3 clusters Score -27278.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27335.953125 Penalty: 2726.595459
	Iteration 15Q: 3 clusters Score -27335.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27353.810547 Penalty: 2726.595459
	Iteration 16Q: 3 clusters Score -27353.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27389.816406 Penalty: 2726.595459
	Iteration 17Q: 3 clusters Score -27389.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27405.082031 Penalty: 2726.595459
	Iteration 18F: 3 clusters Score -27405.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27511.941406 Penalty: 2726.595459
	Iteration 19Q: 3 clusters Score -27511.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27686.726562 Penalty: 2726.595459
	Iteration 20F: 3 clusters Score -27686.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27712.923828 Penalty: 2726.595459
	Iteration 21Q: 3 clusters Score -27712.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27712.923828 Penalty: 2726.595459
	Iteration 22F: 3 clusters Score -27712.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30844 members 
Mstep: Class 4 contains 41361 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27366 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3085 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 16222 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 103 members 
Mstep: Class 14 contains 5819 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 69172 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168019 members 
Mstep: Class 19 contains 8011 members 
Mstep: Class 20 contains 29106 members 
Mstep: Class 21 contains 251566 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48921 members 
Mstep: Class 25 contains 133996 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10800 members 
Mstep: Class 28 contains 28251 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 141 members 
Entering Unmasked Estep 
Score: -122244296.000000 Penalty: 102059.687500
Splitting cluster 13 changes total score from -122246120.000000 to -122244296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (5819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Entering Unmasked Estep 
Score: -785310.062500 Penalty: 2149.883057
	Iteration 0F: 2 clusters Score -785310.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -780328.875000 Penalty: 4299.766113
	Iteration 0F: 3 clusters Score -780328.9 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -781645.250000 Penalty: 4299.766113
	Iteration 1F: 3 clusters Score -781645.2 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -782076.250000 Penalty: 4299.766113
	Iteration 2F: 3 clusters Score -782076.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -782565.312500 Penalty: 4299.766113
	Iteration 3F: 3 clusters Score -782565.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -783024.000000 Penalty: 4299.766113
	Iteration 4F: 3 clusters Score -783024 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -783383.750000 Penalty: 4299.766113
	Iteration 5F: 3 clusters Score -783383.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -783670.187500 Penalty: 4299.766113
	Iteration 6F: 3 clusters Score -783670.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -783866.500000 Penalty: 4299.766113
	Iteration 7Q: 3 clusters Score -783866.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -783985.375000 Penalty: 4299.766113
	Iteration 8Q: 3 clusters Score -783985.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -784060.687500 Penalty: 4299.766113
	Iteration 9Q: 3 clusters Score -784060.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -784105.687500 Penalty: 4299.766113
	Iteration 10Q: 3 clusters Score -784105.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -784145.187500 Penalty: 4299.766113
	Iteration 11Q: 3 clusters Score -784145.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -784167.750000 Penalty: 4299.766113
	Iteration 12Q: 3 clusters Score -784167.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -784187.812500 Penalty: 4299.766113
	Iteration 13Q: 3 clusters Score -784187.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -784197.750000 Penalty: 4299.766113
	Iteration 14Q: 3 clusters Score -784197.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -784208.187500 Penalty: 4299.766113
	Iteration 15Q: 3 clusters Score -784208.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -784209.687500 Penalty: 4299.766113
	Iteration 16Q: 3 clusters Score -784209.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -784215.562500 Penalty: 4299.766113
	Iteration 17Q: 3 clusters Score -784215.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -784219.875000 Penalty: 4299.766113
	Iteration 18Q: 3 clusters Score -784219.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -784220.625000 Penalty: 4299.766113
	Iteration 19Q: 3 clusters Score -784220.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -784224.187500 Penalty: 4299.766113
	Iteration 20F: 3 clusters Score -784224.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -784229.000000 Penalty: 4299.766113
	Iteration 21Q: 3 clusters Score -784229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -784235.250000 Penalty: 4299.766113
	Iteration 22Q: 3 clusters Score -784235.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -784243.250000 Penalty: 4299.766113
	Iteration 23Q: 3 clusters Score -784243.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -784244.562500 Penalty: 4299.766113
	Iteration 24Q: 3 clusters Score -784244.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -784248.875000 Penalty: 4299.766113
	Iteration 25Q: 3 clusters Score -784248.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -784256.375000 Penalty: 4299.766113
	Iteration 26Q: 3 clusters Score -784256.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -784261.750000 Penalty: 4299.766113
	Iteration 27Q: 3 clusters Score -784261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -784263.625000 Penalty: 4299.766113
	Iteration 28Q: 3 clusters Score -784263.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -784269.062500 Penalty: 4299.766113
	Iteration 29Q: 3 clusters Score -784269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -784269.875000 Penalty: 4299.766113
	Iteration 30Q: 3 clusters Score -784269.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -784269.500000 Penalty: 4299.766113
	Iteration 31Q: 3 clusters Score -784269.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -784269.500000 Penalty: 4299.766113
	Iteration 32F: 3 clusters Score -784269.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Entering Unmasked Estep 
Score: -1041410.375000 Penalty: 2214.171387
	Iteration 0F: 2 clusters Score -1041410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1035353.812500 Penalty: 4428.342773
	Iteration 0F: 3 clusters Score -1035354 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1037116.750000 Penalty: 4428.342773
	Iteration 1F: 3 clusters Score -1037117 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1037613.750000 Penalty: 4428.342773
	Iteration 2F: 3 clusters Score -1037614 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1038042.687500 Penalty: 4428.342773
	Iteration 3F: 3 clusters Score -1038043 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1038416.562500 Penalty: 4428.342773
	Iteration 4F: 3 clusters Score -1038417 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1038721.375000 Penalty: 4428.342773
	Iteration 5F: 3 clusters Score -1038721 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1038919.812500 Penalty: 4428.342773
	Iteration 6Q: 3 clusters Score -1038920 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1039044.125000 Penalty: 4428.342773
	Iteration 7Q: 3 clusters Score -1039044 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1039135.062500 Penalty: 4428.342773
	Iteration 8Q: 3 clusters Score -1039135 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1039209.937500 Penalty: 4428.342773
	Iteration 9Q: 3 clusters Score -1039210 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1039258.500000 Penalty: 4428.342773
	Iteration 10Q: 3 clusters Score -1039258 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1039298.312500 Penalty: 4428.342773
	Iteration 11Q: 3 clusters Score -1039298 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1039330.750000 Penalty: 4428.342773
	Iteration 12Q: 3 clusters Score -1039331 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1039356.312500 Penalty: 4428.342773
	Iteration 13Q: 3 clusters Score -1039356 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1039379.437500 Penalty: 4428.342773
	Iteration 14Q: 3 clusters Score -1039379 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1039398.062500 Penalty: 4428.342773
	Iteration 15Q: 3 clusters Score -1039398 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1039414.187500 Penalty: 4428.342773
	Iteration 16Q: 3 clusters Score -1039414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1039428.312500 Penalty: 4428.342773
	Iteration 17Q: 3 clusters Score -1039428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1039435.125000 Penalty: 4428.342773
	Iteration 18Q: 3 clusters Score -1039435 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1039442.750000 Penalty: 4428.342773
	Iteration 19Q: 3 clusters Score -1039443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1039452.375000 Penalty: 4428.342773
	Iteration 20F: 3 clusters Score -1039452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1039460.562500 Penalty: 4428.342773
	Iteration 21Q: 3 clusters Score -1039461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1039468.562500 Penalty: 4428.342773
	Iteration 22Q: 3 clusters Score -1039469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1039484.437500 Penalty: 4428.342773
	Iteration 23Q: 3 clusters Score -1039484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1039495.000000 Penalty: 4428.342773
	Iteration 24Q: 3 clusters Score -1039495 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1039505.500000 Penalty: 4428.342773
	Iteration 25Q: 3 clusters Score -1039506 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1039523.875000 Penalty: 4428.342773
	Iteration 26Q: 3 clusters Score -1039524 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1039540.750000 Penalty: 4428.342773
	Iteration 27Q: 3 clusters Score -1039541 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1039552.437500 Penalty: 4428.342773
	Iteration 28Q: 3 clusters Score -1039552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1039567.875000 Penalty: 4428.342773
	Iteration 29Q: 3 clusters Score -1039568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1039589.562500 Penalty: 4428.342773
	Iteration 30Q: 3 clusters Score -1039590 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1039628.687500 Penalty: 4428.342773
	Iteration 31Q: 3 clusters Score -1039629 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1039675.000000 Penalty: 4428.342773
	Iteration 32Q: 3 clusters Score -1039675 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1039726.437500 Penalty: 4428.342773
	Iteration 33Q: 3 clusters Score -1039726 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1039783.375000 Penalty: 4428.342773
	Iteration 34Q: 3 clusters Score -1039783 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1039823.625000 Penalty: 4428.342773
	Iteration 35Q: 3 clusters Score -1039824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1039841.937500 Penalty: 4428.342773
	Iteration 36Q: 3 clusters Score -1039842 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1039855.562500 Penalty: 4428.342773
	Iteration 37Q: 3 clusters Score -1039856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1039870.437500 Penalty: 4428.342773
	Iteration 38Q: 3 clusters Score -1039870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1039883.062500 Penalty: 4428.342773
	Iteration 39Q: 3 clusters Score -1039883 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1039890.750000 Penalty: 4428.342773
	Iteration 40F: 3 clusters Score -1039891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1039899.062500 Penalty: 4428.342773
	Iteration 41Q: 3 clusters Score -1039899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1039908.250000 Penalty: 4428.342773
	Iteration 42Q: 3 clusters Score -1039908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1039910.375000 Penalty: 4428.342773
	Iteration 43Q: 3 clusters Score -1039910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1039917.687500 Penalty: 4428.342773
	Iteration 44Q: 3 clusters Score -1039918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1039922.500000 Penalty: 4428.342773
	Iteration 45Q: 3 clusters Score -1039922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1039928.562500 Penalty: 4428.342773
	Iteration 46Q: 3 clusters Score -1039929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1039934.250000 Penalty: 4428.342773
	Iteration 47Q: 3 clusters Score -1039934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1039935.750000 Penalty: 4428.342773
	Iteration 48Q: 3 clusters Score -1039936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1039938.250000 Penalty: 4428.342773
	Iteration 49Q: 3 clusters Score -1039938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1039940.562500 Penalty: 4428.342773
	Iteration 50Q: 3 clusters Score -1039941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1039941.812500 Penalty: 4428.342773
	Iteration 51Q: 3 clusters Score -1039942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1039942.625000 Penalty: 4428.342773
	Iteration 52Q: 3 clusters Score -1039943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1039943.250000 Penalty: 4428.342773
	Iteration 53Q: 3 clusters Score -1039943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1039943.750000 Penalty: 4428.342773
	Iteration 54Q: 3 clusters Score -1039944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1039943.625000 Penalty: 4428.342773
	Iteration 55Q: 3 clusters Score -1039944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1039948.687500 Penalty: 4428.342773
	Iteration 56Q: 3 clusters Score -1039949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1039949.312500 Penalty: 4428.342773
	Iteration 57Q: 3 clusters Score -1039949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1039953.375000 Penalty: 4428.342773
	Iteration 58Q: 3 clusters Score -1039953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1039955.000000 Penalty: 4428.342773
	Iteration 59Q: 3 clusters Score -1039955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1039954.250000 Penalty: 4428.342773
	Iteration 60F: 3 clusters Score -1039954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1039956.000000 Penalty: 4428.342773
	Iteration 61Q: 3 clusters Score -1039956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1039959.375000 Penalty: 4428.342773
	Iteration 62Q: 3 clusters Score -1039959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1039961.312500 Penalty: 4428.342773
	Iteration 63Q: 3 clusters Score -1039961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1039964.562500 Penalty: 4428.342773
	Iteration 64Q: 3 clusters Score -1039965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1039967.312500 Penalty: 4428.342773
	Iteration 65Q: 3 clusters Score -1039967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1039969.937500 Penalty: 4428.342773
	Iteration 66Q: 3 clusters Score -1039970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1039977.437500 Penalty: 4428.342773
	Iteration 67Q: 3 clusters Score -1039977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1039982.062500 Penalty: 4428.342773
	Iteration 68Q: 3 clusters Score -1039982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1039991.375000 Penalty: 4428.342773
	Iteration 69Q: 3 clusters Score -1039991 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1040004.125000 Penalty: 4428.342773
	Iteration 70Q: 3 clusters Score -1040004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -1040011.062500 Penalty: 4428.342773
	Iteration 71Q: 3 clusters Score -1040011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1040020.687500 Penalty: 4428.342773
	Iteration 72Q: 3 clusters Score -1040021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1040029.312500 Penalty: 4428.342773
	Iteration 73Q: 3 clusters Score -1040029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1040036.000000 Penalty: 4428.342773
	Iteration 74Q: 3 clusters Score -1040036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1040048.812500 Penalty: 4428.342773
	Iteration 75Q: 3 clusters Score -1040049 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1040063.687500 Penalty: 4428.342773
	Iteration 76Q: 3 clusters Score -1040064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1040076.687500 Penalty: 4428.342773
	Iteration 77Q: 3 clusters Score -1040077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1040096.812500 Penalty: 4428.342773
	Iteration 78Q: 3 clusters Score -1040097 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1040116.812500 Penalty: 4428.342773
	Iteration 79Q: 3 clusters Score -1040117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1040135.125000 Penalty: 4428.342773
	Iteration 80F: 3 clusters Score -1040135 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1040154.562500 Penalty: 4428.342773
	Iteration 81Q: 3 clusters Score -1040155 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1040179.375000 Penalty: 4428.342773
	Iteration 82Q: 3 clusters Score -1040179 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1040209.000000 Penalty: 4428.342773
	Iteration 83Q: 3 clusters Score -1040209 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1040237.500000 Penalty: 4428.342773
	Iteration 84Q: 3 clusters Score -1040238 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1040267.812500 Penalty: 4428.342773
	Iteration 85Q: 3 clusters Score -1040268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1040302.687500 Penalty: 4428.342773
	Iteration 86Q: 3 clusters Score -1040303 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1040329.125000 Penalty: 4428.342773
	Iteration 87Q: 3 clusters Score -1040329 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1040353.562500 Penalty: 4428.342773
	Iteration 88Q: 3 clusters Score -1040354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1040377.562500 Penalty: 4428.342773
	Iteration 89Q: 3 clusters Score -1040378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1040407.625000 Penalty: 4428.342773
	Iteration 90Q: 3 clusters Score -1040408 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1040429.312500 Penalty: 4428.342773
	Iteration 91Q: 3 clusters Score -1040429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1040457.500000 Penalty: 4428.342773
	Iteration 92Q: 3 clusters Score -1040458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1040489.312500 Penalty: 4428.342773
	Iteration 93Q: 3 clusters Score -1040489 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1040516.125000 Penalty: 4428.342773
	Iteration 94Q: 3 clusters Score -1040516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1040543.000000 Penalty: 4428.342773
	Iteration 95Q: 3 clusters Score -1040543 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1040560.500000 Penalty: 4428.342773
	Iteration 96Q: 3 clusters Score -1040560 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1040575.625000 Penalty: 4428.342773
	Iteration 97Q: 3 clusters Score -1040576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1040591.375000 Penalty: 4428.342773
	Iteration 98Q: 3 clusters Score -1040591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1040597.687500 Penalty: 4428.342773
	Iteration 99Q: 3 clusters Score -1040598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1040603.812500 Penalty: 4428.342773
	Iteration 100F: 3 clusters Score -1040604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1040604.125000 Penalty: 4428.342773
	Iteration 101Q: 3 clusters Score -1040604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1040610.250000 Penalty: 4428.342773
	Iteration 102Q: 3 clusters Score -1040610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1040615.312500 Penalty: 4428.342773
	Iteration 103Q: 3 clusters Score -1040615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1040621.437500 Penalty: 4428.342773
	Iteration 104Q: 3 clusters Score -1040621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1040631.750000 Penalty: 4428.342773
	Iteration 105Q: 3 clusters Score -1040632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1040637.062500 Penalty: 4428.342773
	Iteration 106Q: 3 clusters Score -1040637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1040645.187500 Penalty: 4428.342773
	Iteration 107Q: 3 clusters Score -1040645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1040654.000000 Penalty: 4428.342773
	Iteration 108Q: 3 clusters Score -1040654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1040660.562500 Penalty: 4428.342773
	Iteration 109Q: 3 clusters Score -1040661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1040664.437500 Penalty: 4428.342773
	Iteration 110Q: 3 clusters Score -1040664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1040667.875000 Penalty: 4428.342773
	Iteration 111Q: 3 clusters Score -1040668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1040669.875000 Penalty: 4428.342773
	Iteration 112Q: 3 clusters Score -1040670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1040673.625000 Penalty: 4428.342773
	Iteration 113Q: 3 clusters Score -1040674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1040675.437500 Penalty: 4428.342773
	Iteration 114Q: 3 clusters Score -1040675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1040674.687500 Penalty: 4428.342773
	Iteration 115Q: 3 clusters Score -1040675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1040674.687500 Penalty: 4428.342773
	Iteration 116F: 3 clusters Score -1040675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (69172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69172 members 
Entering Unmasked Estep 
Score: -9187887.000000 Penalty: 2763.799072
	Iteration 0F: 2 clusters Score -9187887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 34670 members 
Entering Unmasked Estep 
Score: -9141524.000000 Penalty: 5527.598145
	Iteration 0F: 3 clusters Score -9141524 nChanged 32354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -9160082.000000 Penalty: 5527.598145
	Iteration 1F: 3 clusters Score -9160082 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -9160866.000000 Penalty: 5527.598145
	Iteration 2Q: 3 clusters Score -9160866 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31317 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -9161991.000000 Penalty: 5527.598145
	Iteration 3Q: 3 clusters Score -9161991 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -9163321.000000 Penalty: 5527.598145
	Iteration 4Q: 3 clusters Score -9163321 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -9165193.000000 Penalty: 5527.598145
	Iteration 5F: 3 clusters Score -9165193 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -9167541.000000 Penalty: 5527.598145
	Iteration 6F: 3 clusters Score -9167541 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9170370.000000 Penalty: 5527.598145
	Iteration 7F: 3 clusters Score -9170370 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -9173500.000000 Penalty: 5527.598145
	Iteration 8F: 3 clusters Score -9173500 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -9176293.000000 Penalty: 5527.598145
	Iteration 9F: 3 clusters Score -9176293 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -9178905.000000 Penalty: 5527.598145
	Iteration 10F: 3 clusters Score -9178905 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -9181005.000000 Penalty: 5527.598145
	Iteration 11Q: 3 clusters Score -9181005 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 62857 members 
Entering Unmasked Estep 
Score: -9182535.000000 Penalty: 5527.598145
	Iteration 12Q: 3 clusters Score -9182535 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 64215 members 
Entering Unmasked Estep 
Score: -9183589.000000 Penalty: 5527.598145
	Iteration 13Q: 3 clusters Score -9183589 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -9184365.000000 Penalty: 5527.598145
	Iteration 14Q: 3 clusters Score -9184365 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 65806 members 
Entering Unmasked Estep 
Score: -9184815.000000 Penalty: 5527.598145
	Iteration 15Q: 3 clusters Score -9184815 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 66244 members 
Entering Unmasked Estep 
Score: -9185072.000000 Penalty: 5527.598145
	Iteration 16Q: 3 clusters Score -9185072 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -9185239.000000 Penalty: 5527.598145
	Iteration 17Q: 3 clusters Score -9185239 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 66786 members 
Entering Unmasked Estep 
Score: -9185318.000000 Penalty: 5527.598145
	Iteration 18Q: 3 clusters Score -9185318 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 66965 members 
Entering Unmasked Estep 
Score: -9185433.000000 Penalty: 5527.598145
	Iteration 19Q: 3 clusters Score -9185433 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 67116 members 
Entering Unmasked Estep 
Score: -9185470.000000 Penalty: 5527.598145
	Iteration 20F: 3 clusters Score -9185470 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 67233 members 
Entering Unmasked Estep 
Score: -9185557.000000 Penalty: 5527.598145
	Iteration 21Q: 3 clusters Score -9185557 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 67317 members 
Entering Unmasked Estep 
Score: -9185588.000000 Penalty: 5527.598145
	Iteration 22Q: 3 clusters Score -9185588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 67393 members 
Entering Unmasked Estep 
Score: -9185627.000000 Penalty: 5527.598145
	Iteration 23Q: 3 clusters Score -9185627 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -9185655.000000 Penalty: 5527.598145
	Iteration 24Q: 3 clusters Score -9185655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 67526 members 
Entering Unmasked Estep 
Score: -9185677.000000 Penalty: 5527.598145
	Iteration 25Q: 3 clusters Score -9185677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 67567 members 
Entering Unmasked Estep 
Score: -9185690.000000 Penalty: 5527.598145
	Iteration 26Q: 3 clusters Score -9185690 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 67601 members 
Entering Unmasked Estep 
Score: -9185704.000000 Penalty: 5527.598145
	Iteration 27Q: 3 clusters Score -9185704 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -9185697.000000 Penalty: 5527.598145
	Iteration 28Q: 3 clusters Score -9185697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 67656 members 
Entering Unmasked Estep 
Score: -9185708.000000 Penalty: 5527.598145
	Iteration 29Q: 3 clusters Score -9185708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 67671 members 
Entering Unmasked Estep 
Score: -9185707.000000 Penalty: 5527.598145
	Iteration 30Q: 3 clusters Score -9185707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 67686 members 
Entering Unmasked Estep 
Score: -9185732.000000 Penalty: 5527.598145
	Iteration 31Q: 3 clusters Score -9185732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 67704 members 
Entering Unmasked Estep 
Score: -9185724.000000 Penalty: 5527.598145
	Iteration 32Q: 3 clusters Score -9185724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 67712 members 
Entering Unmasked Estep 
Score: -9185738.000000 Penalty: 5527.598145
	Iteration 33Q: 3 clusters Score -9185738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 67721 members 
Entering Unmasked Estep 
Score: -9185737.000000 Penalty: 5527.598145
	Iteration 34Q: 3 clusters Score -9185737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 67732 members 
Entering Unmasked Estep 
Score: -9185746.000000 Penalty: 5527.598145
	Iteration 35Q: 3 clusters Score -9185746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 67744 members 
Entering Unmasked Estep 
Score: -9185743.000000 Penalty: 5527.598145
	Iteration 36Q: 3 clusters Score -9185743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 67750 members 
Entering Unmasked Estep 
Score: -9185740.000000 Penalty: 5527.598145
	Iteration 37Q: 3 clusters Score -9185740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -9185750.000000 Penalty: 5527.598145
	Iteration 38Q: 3 clusters Score -9185750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 67759 members 
Entering Unmasked Estep 
Score: -9185752.000000 Penalty: 5527.598145
	Iteration 39Q: 3 clusters Score -9185752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -9185750.000000 Penalty: 5527.598145
	Iteration 40F: 3 clusters Score -9185750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 67767 members 
Entering Unmasked Estep 
Score: -9185759.000000 Penalty: 5527.598145
	Iteration 41Q: 3 clusters Score -9185759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 67770 members 
Entering Unmasked Estep 
Score: -9185763.000000 Penalty: 5527.598145
	Iteration 42Q: 3 clusters Score -9185763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
Score: -9185762.000000 Penalty: 5527.598145
	Iteration 43Q: 3 clusters Score -9185762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 67772 members 
Entering Unmasked Estep 
Score: -9185760.000000 Penalty: 5527.598145
	Iteration 44Q: 3 clusters Score -9185760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 67772 members 
Entering Unmasked Estep 
Score: -9185760.000000 Penalty: 5527.598145
	Iteration 45F: 3 clusters Score -9185760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -50183.730469 Penalty: 1490.185669
	Iteration 0F: 2 clusters Score -50183.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -48839.546875 Penalty: 2980.371338
	Iteration 0F: 3 clusters Score -48839.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48961.050781 Penalty: 2980.371338
	Iteration 1F: 3 clusters Score -48961.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49036.027344 Penalty: 2980.371338
	Iteration 2F: 3 clusters Score -49036.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49045.667969 Penalty: 2980.371338
	Iteration 3Q: 3 clusters Score -49045.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49050.300781 Penalty: 2980.371338
	Iteration 4Q: 3 clusters Score -49050.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49053.839844 Penalty: 2980.371338
	Iteration 5Q: 3 clusters Score -49053.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49059.667969 Penalty: 2980.371338
	Iteration 6Q: 3 clusters Score -49059.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49064.589844 Penalty: 2980.371338
	Iteration 7Q: 3 clusters Score -49064.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49064.589844 Penalty: 2980.371338
	Iteration 8F: 3 clusters Score -49064.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (168019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168019 members 
Entering Unmasked Estep 
Score: -22961228.000000 Penalty: 2983.894531
	Iteration 0F: 2 clusters Score -2.296123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84214 members 
Mstep: Class 2 contains 83805 members 
Entering Unmasked Estep 
Score: -22852966.000000 Penalty: 5967.789062
	Iteration 0F: 3 clusters Score -2.285297e+07 nChanged 80591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86151 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -22900750.000000 Penalty: 5967.789062
	Iteration 1F: 3 clusters Score -2.290075e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86771 members 
Mstep: Class 2 contains 81248 members 
Entering Unmasked Estep 
Score: -22902802.000000 Penalty: 5967.789062
	Iteration 2Q: 3 clusters Score -2.29028e+07 nChanged 7421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87560 members 
Mstep: Class 2 contains 80459 members 
Entering Unmasked Estep 
Score: -22906150.000000 Penalty: 5967.789062
	Iteration 3Q: 3 clusters Score -2.290615e+07 nChanged 8938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88594 members 
Mstep: Class 2 contains 79425 members 
Entering Unmasked Estep 
Score: -22910788.000000 Penalty: 5967.789062
	Iteration 4F: 3 clusters Score -2.291079e+07 nChanged 10072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90224 members 
Mstep: Class 2 contains 77795 members 
Entering Unmasked Estep 
Score: -22916518.000000 Penalty: 5967.789062
	Iteration 5F: 3 clusters Score -2.291652e+07 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92635 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -22922802.000000 Penalty: 5967.789062
	Iteration 6F: 3 clusters Score -2.29228e+07 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96225 members 
Mstep: Class 2 contains 71794 members 
Entering Unmasked Estep 
Score: -22928642.000000 Penalty: 5967.789062
	Iteration 7F: 3 clusters Score -2.292864e+07 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100989 members 
Mstep: Class 2 contains 67030 members 
Entering Unmasked Estep 
Score: -22933084.000000 Penalty: 5967.789062
	Iteration 8F: 3 clusters Score -2.293308e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106788 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -22937266.000000 Penalty: 5967.789062
	Iteration 9Q: 3 clusters Score -2.293727e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113311 members 
Mstep: Class 2 contains 54708 members 
Entering Unmasked Estep 
Score: -22940798.000000 Penalty: 5967.789062
	Iteration 10Q: 3 clusters Score -2.29408e+07 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120110 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -22944390.000000 Penalty: 5967.789062
	Iteration 11Q: 3 clusters Score -2.294439e+07 nChanged 6953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126961 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -22948128.000000 Penalty: 5967.789062
	Iteration 12Q: 3 clusters Score -2.294813e+07 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133290 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -22951344.000000 Penalty: 5967.789062
	Iteration 13Q: 3 clusters Score -2.295134e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138983 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -22954214.000000 Penalty: 5967.789062
	Iteration 14Q: 3 clusters Score -2.295421e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143739 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -22956554.000000 Penalty: 5967.789062
	Iteration 15Q: 3 clusters Score -2.295655e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147329 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -22957992.000000 Penalty: 5967.789062
	Iteration 16Q: 3 clusters Score -2.295799e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150060 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -22958942.000000 Penalty: 5967.789062
	Iteration 17Q: 3 clusters Score -2.295894e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152090 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -22959548.000000 Penalty: 5967.789062
	Iteration 18Q: 3 clusters Score -2.295955e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153588 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -22959692.000000 Penalty: 5967.789062
	Iteration 19Q: 3 clusters Score -2.295969e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154841 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -22959952.000000 Penalty: 5967.789062
	Iteration 20F: 3 clusters Score -2.295995e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155854 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -22960218.000000 Penalty: 5967.789062
	Iteration 21Q: 3 clusters Score -2.296022e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156655 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -22960280.000000 Penalty: 5967.789062
	Iteration 22Q: 3 clusters Score -2.296028e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157359 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -22960340.000000 Penalty: 5967.789062
	Iteration 23Q: 3 clusters Score -2.296034e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157941 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -22960462.000000 Penalty: 5967.789062
	Iteration 24Q: 3 clusters Score -2.296046e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158474 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -22960454.000000 Penalty: 5967.789062
	Iteration 25Q: 3 clusters Score -2.296045e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158944 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -22960628.000000 Penalty: 5967.789062
	Iteration 26Q: 3 clusters Score -2.296063e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159300 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -22960718.000000 Penalty: 5967.789062
	Iteration 27Q: 3 clusters Score -2.296072e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159629 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -22960732.000000 Penalty: 5967.789062
	Iteration 28Q: 3 clusters Score -2.296073e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159887 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -22960774.000000 Penalty: 5967.789062
	Iteration 29Q: 3 clusters Score -2.296077e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160114 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -22960798.000000 Penalty: 5967.789062
	Iteration 30Q: 3 clusters Score -2.29608e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160314 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -22960812.000000 Penalty: 5967.789062
	Iteration 31Q: 3 clusters Score -2.296081e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160509 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -22960782.000000 Penalty: 5967.789062
	Iteration 32Q: 3 clusters Score -2.296078e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160682 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -22960782.000000 Penalty: 5967.789062
	Iteration 33Q: 3 clusters Score -2.296078e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160847 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -22960850.000000 Penalty: 5967.789062
	Iteration 34Q: 3 clusters Score -2.296085e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160998 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -22960820.000000 Penalty: 5967.789062
	Iteration 35Q: 3 clusters Score -2.296082e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161144 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -22960812.000000 Penalty: 5967.789062
	Iteration 36Q: 3 clusters Score -2.296081e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161284 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -22960790.000000 Penalty: 5967.789062
	Iteration 37Q: 3 clusters Score -2.296079e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161393 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -22960810.000000 Penalty: 5967.789062
	Iteration 38Q: 3 clusters Score -2.296081e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161498 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -22960878.000000 Penalty: 5967.789062
	Iteration 39Q: 3 clusters Score -2.296088e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161621 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -22960896.000000 Penalty: 5967.789062
	Iteration 40F: 3 clusters Score -2.29609e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161721 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -22960946.000000 Penalty: 5967.789062
	Iteration 41Q: 3 clusters Score -2.296095e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161816 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -22960928.000000 Penalty: 5967.789062
	Iteration 42Q: 3 clusters Score -2.296093e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161892 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -22960894.000000 Penalty: 5967.789062
	Iteration 43Q: 3 clusters Score -2.296089e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161954 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -22960912.000000 Penalty: 5967.789062
	Iteration 44Q: 3 clusters Score -2.296091e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162010 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -22960950.000000 Penalty: 5967.789062
	Iteration 45Q: 3 clusters Score -2.296095e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162065 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -22960940.000000 Penalty: 5967.789062
	Iteration 46Q: 3 clusters Score -2.296094e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162105 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -22960964.000000 Penalty: 5967.789062
	Iteration 47Q: 3 clusters Score -2.296096e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162141 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -22960966.000000 Penalty: 5967.789062
	Iteration 48Q: 3 clusters Score -2.296097e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162166 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -22960992.000000 Penalty: 5967.789062
	Iteration 49Q: 3 clusters Score -2.296099e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162187 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -22961014.000000 Penalty: 5967.789062
	Iteration 50Q: 3 clusters Score -2.296101e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162204 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -22961004.000000 Penalty: 5967.789062
	Iteration 51Q: 3 clusters Score -2.2961e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162220 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -22960992.000000 Penalty: 5967.789062
	Iteration 52Q: 3 clusters Score -2.296099e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162236 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -22960996.000000 Penalty: 5967.789062
	Iteration 53Q: 3 clusters Score -2.2961e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162260 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -22960974.000000 Penalty: 5967.789062
	Iteration 54Q: 3 clusters Score -2.296097e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162286 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -22960994.000000 Penalty: 5967.789062
	Iteration 55Q: 3 clusters Score -2.296099e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162308 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -22960970.000000 Penalty: 5967.789062
	Iteration 56Q: 3 clusters Score -2.296097e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162323 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -22960992.000000 Penalty: 5967.789062
	Iteration 57Q: 3 clusters Score -2.296099e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162336 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -22960986.000000 Penalty: 5967.789062
	Iteration 58Q: 3 clusters Score -2.296099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162346 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -22960994.000000 Penalty: 5967.789062
	Iteration 59Q: 3 clusters Score -2.296099e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162350 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -22961002.000000 Penalty: 5967.789062
	Iteration 60F: 3 clusters Score -2.2961e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162362 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -22960994.000000 Penalty: 5967.789062
	Iteration 61Q: 3 clusters Score -2.296099e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162373 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -22961008.000000 Penalty: 5967.789062
	Iteration 62Q: 3 clusters Score -2.296101e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162379 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -22960994.000000 Penalty: 5967.789062
	Iteration 63Q: 3 clusters Score -2.296099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162383 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -22960994.000000 Penalty: 5967.789062
	Iteration 64Q: 3 clusters Score -2.296099e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162387 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -22960982.000000 Penalty: 5967.789062
	Iteration 65Q: 3 clusters Score -2.296098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162391 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -22960984.000000 Penalty: 5967.789062
	Iteration 66Q: 3 clusters Score -2.296098e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162395 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -22960994.000000 Penalty: 5967.789062
	Iteration 67Q: 3 clusters Score -2.296099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162398 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -22960998.000000 Penalty: 5967.789062
	Iteration 68Q: 3 clusters Score -2.2961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162400 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -22961002.000000 Penalty: 5967.789062
	Iteration 69Q: 3 clusters Score -2.2961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162399 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -22960994.000000 Penalty: 5967.789062
	Iteration 70Q: 3 clusters Score -2.296099e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162399 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -22960994.000000 Penalty: 5967.789062
	Iteration 71F: 3 clusters Score -2.296099e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Entering Unmasked Estep 
Score: -1115142.375000 Penalty: 2229.165527
	Iteration 0F: 2 clusters Score -1115142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1108669.875000 Penalty: 4458.331055
	Iteration 0F: 3 clusters Score -1108670 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1110521.125000 Penalty: 4458.331055
	Iteration 1F: 3 clusters Score -1110521 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1110759.250000 Penalty: 4458.331055
	Iteration 2F: 3 clusters Score -1110759 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1110913.875000 Penalty: 4458.331055
	Iteration 3Q: 3 clusters Score -1110914 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1111009.000000 Penalty: 4458.331055
	Iteration 4Q: 3 clusters Score -1111009 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1111083.500000 Penalty: 4458.331055
	Iteration 5Q: 3 clusters Score -1111084 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1111155.625000 Penalty: 4458.331055
	Iteration 6Q: 3 clusters Score -1111156 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1111250.625000 Penalty: 4458.331055
	Iteration 7Q: 3 clusters Score -1111251 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1111370.250000 Penalty: 4458.331055
	Iteration 8Q: 3 clusters Score -1111370 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1111486.375000 Penalty: 4458.331055
	Iteration 9Q: 3 clusters Score -1111486 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1111611.500000 Penalty: 4458.331055
	Iteration 10Q: 3 clusters Score -1111612 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1111728.375000 Penalty: 4458.331055
	Iteration 11Q: 3 clusters Score -1111728 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1111839.000000 Penalty: 4458.331055
	Iteration 12Q: 3 clusters Score -1111839 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1111980.500000 Penalty: 4458.331055
	Iteration 13Q: 3 clusters Score -1111980 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1112115.500000 Penalty: 4458.331055
	Iteration 14Q: 3 clusters Score -1112116 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1112259.375000 Penalty: 4458.331055
	Iteration 15Q: 3 clusters Score -1112259 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1112400.125000 Penalty: 4458.331055
	Iteration 16Q: 3 clusters Score -1112400 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1112513.000000 Penalty: 4458.331055
	Iteration 17Q: 3 clusters Score -1112513 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1112625.375000 Penalty: 4458.331055
	Iteration 18Q: 3 clusters Score -1112625 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1112711.500000 Penalty: 4458.331055
	Iteration 19Q: 3 clusters Score -1112712 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1112783.125000 Penalty: 4458.331055
	Iteration 20F: 3 clusters Score -1112783 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1112844.375000 Penalty: 4458.331055
	Iteration 21Q: 3 clusters Score -1112844 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1112887.500000 Penalty: 4458.331055
	Iteration 22Q: 3 clusters Score -1112888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1112928.875000 Penalty: 4458.331055
	Iteration 23Q: 3 clusters Score -1112929 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1112964.000000 Penalty: 4458.331055
	Iteration 24Q: 3 clusters Score -1112964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1112992.625000 Penalty: 4458.331055
	Iteration 25Q: 3 clusters Score -1112993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1113015.875000 Penalty: 4458.331055
	Iteration 26Q: 3 clusters Score -1113016 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1113049.625000 Penalty: 4458.331055
	Iteration 27Q: 3 clusters Score -1113050 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1113070.000000 Penalty: 4458.331055
	Iteration 28Q: 3 clusters Score -1113070 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1113090.000000 Penalty: 4458.331055
	Iteration 29Q: 3 clusters Score -1113090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1113104.375000 Penalty: 4458.331055
	Iteration 30Q: 3 clusters Score -1113104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1113121.000000 Penalty: 4458.331055
	Iteration 31Q: 3 clusters Score -1113121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1113134.000000 Penalty: 4458.331055
	Iteration 32Q: 3 clusters Score -1113134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1113143.250000 Penalty: 4458.331055
	Iteration 33Q: 3 clusters Score -1113143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1113150.500000 Penalty: 4458.331055
	Iteration 34Q: 3 clusters Score -1113150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1113155.875000 Penalty: 4458.331055
	Iteration 35Q: 3 clusters Score -1113156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1113161.375000 Penalty: 4458.331055
	Iteration 36Q: 3 clusters Score -1113161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1113171.625000 Penalty: 4458.331055
	Iteration 37Q: 3 clusters Score -1113172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1113175.625000 Penalty: 4458.331055
	Iteration 38Q: 3 clusters Score -1113176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1113180.625000 Penalty: 4458.331055
	Iteration 39Q: 3 clusters Score -1113181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1113181.500000 Penalty: 4458.331055
	Iteration 40F: 3 clusters Score -1113182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1113188.250000 Penalty: 4458.331055
	Iteration 41Q: 3 clusters Score -1113188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1113191.500000 Penalty: 4458.331055
	Iteration 42Q: 3 clusters Score -1113192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1113195.875000 Penalty: 4458.331055
	Iteration 43Q: 3 clusters Score -1113196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1113199.125000 Penalty: 4458.331055
	Iteration 44Q: 3 clusters Score -1113199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1113202.250000 Penalty: 4458.331055
	Iteration 45Q: 3 clusters Score -1113202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1113205.875000 Penalty: 4458.331055
	Iteration 46Q: 3 clusters Score -1113206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1113207.500000 Penalty: 4458.331055
	Iteration 47Q: 3 clusters Score -1113208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1113208.125000 Penalty: 4458.331055
	Iteration 48Q: 3 clusters Score -1113208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1113210.250000 Penalty: 4458.331055
	Iteration 49Q: 3 clusters Score -1113210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1113212.125000 Penalty: 4458.331055
	Iteration 50Q: 3 clusters Score -1113212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1113215.500000 Penalty: 4458.331055
	Iteration 51Q: 3 clusters Score -1113216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1113216.750000 Penalty: 4458.331055
	Iteration 52Q: 3 clusters Score -1113217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1113218.250000 Penalty: 4458.331055
	Iteration 53Q: 3 clusters Score -1113218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1113221.125000 Penalty: 4458.331055
	Iteration 54Q: 3 clusters Score -1113221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1113223.750000 Penalty: 4458.331055
	Iteration 55Q: 3 clusters Score -1113224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1113220.375000 Penalty: 4458.331055
	Iteration 56Q: 3 clusters Score -1113220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1113222.125000 Penalty: 4458.331055
	Iteration 57Q: 3 clusters Score -1113222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1113221.625000 Penalty: 4458.331055
	Iteration 58Q: 3 clusters Score -1113222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1113221.625000 Penalty: 4458.331055
	Iteration 59F: 3 clusters Score -1113222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Entering Unmasked Estep 
Score: -3974204.000000 Penalty: 2549.117676
	Iteration 0F: 2 clusters Score -3974204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -3954328.250000 Penalty: 5098.235352
	Iteration 0F: 3 clusters Score -3954328 nChanged 12930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -3961428.250000 Penalty: 5098.235352
	Iteration 1F: 3 clusters Score -3961428 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3962040.750000 Penalty: 5098.235352
	Iteration 2F: 3 clusters Score -3962041 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -3962547.500000 Penalty: 5098.235352
	Iteration 3Q: 3 clusters Score -3962548 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3963063.750000 Penalty: 5098.235352
	Iteration 4Q: 3 clusters Score -3963064 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -3963540.750000 Penalty: 5098.235352
	Iteration 5Q: 3 clusters Score -3963541 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -3964068.250000 Penalty: 5098.235352
	Iteration 6Q: 3 clusters Score -3964068 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -3964774.750000 Penalty: 5098.235352
	Iteration 7Q: 3 clusters Score -3964775 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -3965628.000000 Penalty: 5098.235352
	Iteration 8F: 3 clusters Score -3965628 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -3966615.500000 Penalty: 5098.235352
	Iteration 9F: 3 clusters Score -3966616 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3967866.000000 Penalty: 5098.235352
	Iteration 10F: 3 clusters Score -3967866 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3968967.500000 Penalty: 5098.235352
	Iteration 11F: 3 clusters Score -3968968 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -3969843.250000 Penalty: 5098.235352
	Iteration 12Q: 3 clusters Score -3969843 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3970546.500000 Penalty: 5098.235352
	Iteration 13Q: 3 clusters Score -3970546 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26306 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -3971061.750000 Penalty: 5098.235352
	Iteration 14Q: 3 clusters Score -3971062 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -3971375.500000 Penalty: 5098.235352
	Iteration 15Q: 3 clusters Score -3971376 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3971590.500000 Penalty: 5098.235352
	Iteration 16Q: 3 clusters Score -3971590 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3971736.250000 Penalty: 5098.235352
	Iteration 17Q: 3 clusters Score -3971736 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -3971839.000000 Penalty: 5098.235352
	Iteration 18Q: 3 clusters Score -3971839 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3971934.500000 Penalty: 5098.235352
	Iteration 19Q: 3 clusters Score -3971934 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27763 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -3972076.000000 Penalty: 5098.235352
	Iteration 20F: 3 clusters Score -3972076 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3972217.250000 Penalty: 5098.235352
	Iteration 21Q: 3 clusters Score -3972217 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3972362.250000 Penalty: 5098.235352
	Iteration 22Q: 3 clusters Score -3972362 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3972445.250000 Penalty: 5098.235352
	Iteration 23Q: 3 clusters Score -3972445 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3972538.500000 Penalty: 5098.235352
	Iteration 24Q: 3 clusters Score -3972538 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3972612.500000 Penalty: 5098.235352
	Iteration 25Q: 3 clusters Score -3972612 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3972643.750000 Penalty: 5098.235352
	Iteration 26Q: 3 clusters Score -3972644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3972665.500000 Penalty: 5098.235352
	Iteration 27Q: 3 clusters Score -3972666 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3972689.500000 Penalty: 5098.235352
	Iteration 28Q: 3 clusters Score -3972690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3972693.750000 Penalty: 5098.235352
	Iteration 29Q: 3 clusters Score -3972694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3972698.500000 Penalty: 5098.235352
	Iteration 30Q: 3 clusters Score -3972698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3972704.000000 Penalty: 5098.235352
	Iteration 31Q: 3 clusters Score -3972704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -3972710.000000 Penalty: 5098.235352
	Iteration 32Q: 3 clusters Score -3972710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3972717.000000 Penalty: 5098.235352
	Iteration 33Q: 3 clusters Score -3972717 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3972715.500000 Penalty: 5098.235352
	Iteration 34Q: 3 clusters Score -3972716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -3972720.250000 Penalty: 5098.235352
	Iteration 35Q: 3 clusters Score -3972720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -3972727.750000 Penalty: 5098.235352
	Iteration 36Q: 3 clusters Score -3972728 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3972742.750000 Penalty: 5098.235352
	Iteration 37Q: 3 clusters Score -3972743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3972748.250000 Penalty: 5098.235352
	Iteration 38Q: 3 clusters Score -3972748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -3972756.250000 Penalty: 5098.235352
	Iteration 39Q: 3 clusters Score -3972756 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -3972759.750000 Penalty: 5098.235352
	Iteration 40F: 3 clusters Score -3972760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -3972767.000000 Penalty: 5098.235352
	Iteration 41Q: 3 clusters Score -3972767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3972771.750000 Penalty: 5098.235352
	Iteration 42Q: 3 clusters Score -3972772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3972778.500000 Penalty: 5098.235352
	Iteration 43Q: 3 clusters Score -3972778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3972780.750000 Penalty: 5098.235352
	Iteration 44Q: 3 clusters Score -3972781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3972783.000000 Penalty: 5098.235352
	Iteration 45Q: 3 clusters Score -3972783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3972786.000000 Penalty: 5098.235352
	Iteration 46Q: 3 clusters Score -3972786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3972787.750000 Penalty: 5098.235352
	Iteration 47Q: 3 clusters Score -3972788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3972788.250000 Penalty: 5098.235352
	Iteration 48Q: 3 clusters Score -3972788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3972787.500000 Penalty: 5098.235352
	Iteration 49Q: 3 clusters Score -3972788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3972786.250000 Penalty: 5098.235352
	Iteration 50Q: 3 clusters Score -3972786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -3972785.000000 Penalty: 5098.235352
	Iteration 51Q: 3 clusters Score -3972785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3972787.250000 Penalty: 5098.235352
	Iteration 52Q: 3 clusters Score -3972787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3972790.500000 Penalty: 5098.235352
	Iteration 53Q: 3 clusters Score -3972790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3972793.500000 Penalty: 5098.235352
	Iteration 54Q: 3 clusters Score -3972794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27869 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3972788.750000 Penalty: 5098.235352
	Iteration 55Q: 3 clusters Score -3972789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3972795.250000 Penalty: 5098.235352
	Iteration 56Q: 3 clusters Score -3972795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3972799.250000 Penalty: 5098.235352
	Iteration 57Q: 3 clusters Score -3972799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3972797.500000 Penalty: 5098.235352
	Iteration 58Q: 3 clusters Score -3972798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3972801.500000 Penalty: 5098.235352
	Iteration 59Q: 3 clusters Score -3972802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -3972801.500000 Penalty: 5098.235352
	Iteration 60F: 3 clusters Score -3972802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (251566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251566 members 
Entering Unmasked Estep 
Score: -35167516.000000 Penalty: 3083.994385
	Iteration 0F: 2 clusters Score -3.516752e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125961 members 
Mstep: Class 2 contains 125605 members 
Entering Unmasked Estep 
Score: -35009216.000000 Penalty: 6167.988770
	Iteration 0F: 3 clusters Score -3.500922e+07 nChanged 121461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126982 members 
Mstep: Class 2 contains 124584 members 
Entering Unmasked Estep 
Score: -35080540.000000 Penalty: 6167.988770
	Iteration 1F: 3 clusters Score -3.508054e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128163 members 
Mstep: Class 2 contains 123403 members 
Entering Unmasked Estep 
Score: -35081804.000000 Penalty: 6167.988770
	Iteration 2Q: 3 clusters Score -3.50818e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129938 members 
Mstep: Class 2 contains 121628 members 
Entering Unmasked Estep 
Score: -35083396.000000 Penalty: 6167.988770
	Iteration 3Q: 3 clusters Score -3.50834e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132842 members 
Mstep: Class 2 contains 118724 members 
Entering Unmasked Estep 
Score: -35085240.000000 Penalty: 6167.988770
	Iteration 4Q: 3 clusters Score -3.508524e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137412 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -35088124.000000 Penalty: 6167.988770
	Iteration 5Q: 3 clusters Score -3.508812e+07 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144445 members 
Mstep: Class 2 contains 107121 members 
Entering Unmasked Estep 
Score: -35092012.000000 Penalty: 6167.988770
	Iteration 6Q: 3 clusters Score -3.509201e+07 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154894 members 
Mstep: Class 2 contains 96672 members 
Entering Unmasked Estep 
Score: -35098248.000000 Penalty: 6167.988770
	Iteration 7Q: 3 clusters Score -3.509825e+07 nChanged 15478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169468 members 
Mstep: Class 2 contains 82098 members 
Entering Unmasked Estep 
Score: -35108132.000000 Penalty: 6167.988770
	Iteration 8F: 3 clusters Score -3.510813e+07 nChanged 18443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187597 members 
Mstep: Class 2 contains 63969 members 
Entering Unmasked Estep 
Score: -35122236.000000 Penalty: 6167.988770
	Iteration 9F: 3 clusters Score -3.512224e+07 nChanged 19337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206854 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -35138156.000000 Penalty: 6167.988770
	Iteration 10F: 3 clusters Score -3.513816e+07 nChanged 16393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223221 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -35151412.000000 Penalty: 6167.988770
	Iteration 11F: 3 clusters Score -3.515141e+07 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234699 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -35159468.000000 Penalty: 6167.988770
	Iteration 12Q: 3 clusters Score -3.515947e+07 nChanged 6713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241378 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -35163864.000000 Penalty: 6167.988770
	Iteration 13Q: 3 clusters Score -3.516386e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245008 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -35164792.000000 Penalty: 6167.988770
	Iteration 14Q: 3 clusters Score -3.516479e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247067 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -35165252.000000 Penalty: 6167.988770
	Iteration 15Q: 3 clusters Score -3.516525e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248229 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -35165404.000000 Penalty: 6167.988770
	Iteration 16Q: 3 clusters Score -3.51654e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248917 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -35165484.000000 Penalty: 6167.988770
	Iteration 17Q: 3 clusters Score -3.516548e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249299 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -35165560.000000 Penalty: 6167.988770
	Iteration 18Q: 3 clusters Score -3.516556e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249576 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -35165488.000000 Penalty: 6167.988770
	Iteration 19Q: 3 clusters Score -3.516549e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249758 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -35165536.000000 Penalty: 6167.988770
	Iteration 20F: 3 clusters Score -3.516554e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249878 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -35165580.000000 Penalty: 6167.988770
	Iteration 21Q: 3 clusters Score -3.516558e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249959 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -35165552.000000 Penalty: 6167.988770
	Iteration 22Q: 3 clusters Score -3.516555e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250011 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -35165544.000000 Penalty: 6167.988770
	Iteration 23Q: 3 clusters Score -3.516554e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250059 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -35165572.000000 Penalty: 6167.988770
	Iteration 24Q: 3 clusters Score -3.516557e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250104 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -35165556.000000 Penalty: 6167.988770
	Iteration 25Q: 3 clusters Score -3.516556e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250145 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -35165596.000000 Penalty: 6167.988770
	Iteration 26Q: 3 clusters Score -3.51656e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250169 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -35165608.000000 Penalty: 6167.988770
	Iteration 27Q: 3 clusters Score -3.516561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250193 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -35165608.000000 Penalty: 6167.988770
	Iteration 28Q: 3 clusters Score -3.516561e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250205 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -35165608.000000 Penalty: 6167.988770
	Iteration 29Q: 3 clusters Score -3.516561e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250221 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -35165600.000000 Penalty: 6167.988770
	Iteration 30Q: 3 clusters Score -3.51656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250238 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -35165608.000000 Penalty: 6167.988770
	Iteration 31Q: 3 clusters Score -3.516561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250254 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -35165596.000000 Penalty: 6167.988770
	Iteration 32Q: 3 clusters Score -3.51656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250259 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -35165616.000000 Penalty: 6167.988770
	Iteration 33Q: 3 clusters Score -3.516562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250267 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -35165612.000000 Penalty: 6167.988770
	Iteration 34Q: 3 clusters Score -3.516561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250272 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -35165616.000000 Penalty: 6167.988770
	Iteration 35Q: 3 clusters Score -3.516562e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250277 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -35165636.000000 Penalty: 6167.988770
	Iteration 36Q: 3 clusters Score -3.516564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250281 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -35165636.000000 Penalty: 6167.988770
	Iteration 37Q: 3 clusters Score -3.516564e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250285 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -35165652.000000 Penalty: 6167.988770
	Iteration 38Q: 3 clusters Score -3.516565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250289 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -35165636.000000 Penalty: 6167.988770
	Iteration 39Q: 3 clusters Score -3.516564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250293 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -35165624.000000 Penalty: 6167.988770
	Iteration 40F: 3 clusters Score -3.516562e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250297 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -35165636.000000 Penalty: 6167.988770
	Iteration 41Q: 3 clusters Score -3.516564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250298 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -35165648.000000 Penalty: 6167.988770
	Iteration 42Q: 3 clusters Score -3.516565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250300 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -35165640.000000 Penalty: 6167.988770
	Iteration 43Q: 3 clusters Score -3.516564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250304 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -35165640.000000 Penalty: 6167.988770
	Iteration 44Q: 3 clusters Score -3.516564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250304 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -35165644.000000 Penalty: 6167.988770
	Iteration 45Q: 3 clusters Score -3.516564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250309 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -35165660.000000 Penalty: 6167.988770
	Iteration 46Q: 3 clusters Score -3.516566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250311 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -35165652.000000 Penalty: 6167.988770
	Iteration 47Q: 3 clusters Score -3.516565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250312 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -35165656.000000 Penalty: 6167.988770
	Iteration 48Q: 3 clusters Score -3.516566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250314 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -35165652.000000 Penalty: 6167.988770
	Iteration 49Q: 3 clusters Score -3.516565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250317 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -35165636.000000 Penalty: 6167.988770
	Iteration 50Q: 3 clusters Score -3.516564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250320 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -35165640.000000 Penalty: 6167.988770
	Iteration 51Q: 3 clusters Score -3.516564e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250324 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -35165652.000000 Penalty: 6167.988770
	Iteration 52Q: 3 clusters Score -3.516565e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250329 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -35165652.000000 Penalty: 6167.988770
	Iteration 53Q: 3 clusters Score -3.516565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250331 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -35165668.000000 Penalty: 6167.988770
	Iteration 54Q: 3 clusters Score -3.516567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250330 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -35165680.000000 Penalty: 6167.988770
	Iteration 55Q: 3 clusters Score -3.516568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250329 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -35165700.000000 Penalty: 6167.988770
	Iteration 56Q: 3 clusters Score -3.51657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250330 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -35165684.000000 Penalty: 6167.988770
	Iteration 57Q: 3 clusters Score -3.516568e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250329 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -35165680.000000 Penalty: 6167.988770
	Iteration 58Q: 3 clusters Score -3.516568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250329 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -35165680.000000 Penalty: 6167.988770
	Iteration 59F: 3 clusters Score -3.516568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -1770050.500000 Penalty: 2358.884033
	Iteration 0F: 2 clusters Score -1770050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -1760142.375000 Penalty: 4717.768066
	Iteration 0F: 3 clusters Score -1760142 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1763240.750000 Penalty: 4717.768066
	Iteration 1F: 3 clusters Score -1763241 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1763596.000000 Penalty: 4717.768066
	Iteration 2F: 3 clusters Score -1763596 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1763877.250000 Penalty: 4717.768066
	Iteration 3Q: 3 clusters Score -1763877 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1764111.125000 Penalty: 4717.768066
	Iteration 4Q: 3 clusters Score -1764111 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1764335.875000 Penalty: 4717.768066
	Iteration 5Q: 3 clusters Score -1764336 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1764563.500000 Penalty: 4717.768066
	Iteration 6Q: 3 clusters Score -1764564 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1764769.250000 Penalty: 4717.768066
	Iteration 7Q: 3 clusters Score -1764769 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1764978.750000 Penalty: 4717.768066
	Iteration 8Q: 3 clusters Score -1764979 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1765206.875000 Penalty: 4717.768066
	Iteration 9Q: 3 clusters Score -1765207 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1765475.625000 Penalty: 4717.768066
	Iteration 10Q: 3 clusters Score -1765476 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1765770.750000 Penalty: 4717.768066
	Iteration 11Q: 3 clusters Score -1765771 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1766114.750000 Penalty: 4717.768066
	Iteration 12Q: 3 clusters Score -1766115 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1766441.250000 Penalty: 4717.768066
	Iteration 13Q: 3 clusters Score -1766441 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -1766727.125000 Penalty: 4717.768066
	Iteration 14Q: 3 clusters Score -1766727 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1766986.250000 Penalty: 4717.768066
	Iteration 15Q: 3 clusters Score -1766986 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1767220.500000 Penalty: 4717.768066
	Iteration 16Q: 3 clusters Score -1767220 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1767407.250000 Penalty: 4717.768066
	Iteration 17Q: 3 clusters Score -1767407 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1767549.625000 Penalty: 4717.768066
	Iteration 18Q: 3 clusters Score -1767550 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1767657.000000 Penalty: 4717.768066
	Iteration 19Q: 3 clusters Score -1767657 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1767749.500000 Penalty: 4717.768066
	Iteration 20F: 3 clusters Score -1767750 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1767806.250000 Penalty: 4717.768066
	Iteration 21Q: 3 clusters Score -1767806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1767849.250000 Penalty: 4717.768066
	Iteration 22Q: 3 clusters Score -1767849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1767887.000000 Penalty: 4717.768066
	Iteration 23Q: 3 clusters Score -1767887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1767908.875000 Penalty: 4717.768066
	Iteration 24Q: 3 clusters Score -1767909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1767926.000000 Penalty: 4717.768066
	Iteration 25Q: 3 clusters Score -1767926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -1767955.500000 Penalty: 4717.768066
	Iteration 26Q: 3 clusters Score -1767956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1767967.875000 Penalty: 4717.768066
	Iteration 27Q: 3 clusters Score -1767968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1767987.000000 Penalty: 4717.768066
	Iteration 28Q: 3 clusters Score -1767987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1768004.000000 Penalty: 4717.768066
	Iteration 29Q: 3 clusters Score -1768004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1768021.250000 Penalty: 4717.768066
	Iteration 30Q: 3 clusters Score -1768021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1768029.000000 Penalty: 4717.768066
	Iteration 31Q: 3 clusters Score -1768029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1768033.125000 Penalty: 4717.768066
	Iteration 32Q: 3 clusters Score -1768033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1768036.000000 Penalty: 4717.768066
	Iteration 33Q: 3 clusters Score -1768036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -1768039.875000 Penalty: 4717.768066
	Iteration 34Q: 3 clusters Score -1768040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1768041.875000 Penalty: 4717.768066
	Iteration 35Q: 3 clusters Score -1768042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1768043.625000 Penalty: 4717.768066
	Iteration 36Q: 3 clusters Score -1768044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1768043.625000 Penalty: 4717.768066
	Iteration 37F: 3 clusters Score -1768044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29483.666016 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29483.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28292.371094 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28292.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28379.498047 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28379.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -28406.750000 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28406.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28418.865234 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28418.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28423.687500 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -28423.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28425.414062 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -28425.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28425.414062 Penalty: 2712.157715
	Iteration 6F: 3 clusters Score -28425.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Entering Unmasked Estep 
Score: -6584139.000000 Penalty: 2677.894531
	Iteration 0F: 2 clusters Score -6584139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -6550942.000000 Penalty: 5355.789062
	Iteration 0F: 3 clusters Score -6550942 nChanged 22567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -6563773.000000 Penalty: 5355.789062
	Iteration 1F: 3 clusters Score -6563773 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -6564668.000000 Penalty: 5355.789062
	Iteration 2Q: 3 clusters Score -6564668 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -6565917.500000 Penalty: 5355.789062
	Iteration 3F: 3 clusters Score -6565918 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -6567536.000000 Penalty: 5355.789062
	Iteration 4F: 3 clusters Score -6567536 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -6569621.500000 Penalty: 5355.789062
	Iteration 5F: 3 clusters Score -6569622 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -6571540.500000 Penalty: 5355.789062
	Iteration 6F: 3 clusters Score -6571540 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -6573230.000000 Penalty: 5355.789062
	Iteration 7F: 3 clusters Score -6573230 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -6574838.000000 Penalty: 5355.789062
	Iteration 8F: 3 clusters Score -6574838 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -6576427.500000 Penalty: 5355.789062
	Iteration 9Q: 3 clusters Score -6576428 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -6577985.000000 Penalty: 5355.789062
	Iteration 10Q: 3 clusters Score -6577985 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -6579360.500000 Penalty: 5355.789062
	Iteration 11Q: 3 clusters Score -6579360 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 45425 members 
Entering Unmasked Estep 
Score: -6580273.500000 Penalty: 5355.789062
	Iteration 12Q: 3 clusters Score -6580274 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 46266 members 
Entering Unmasked Estep 
Score: -6580904.000000 Penalty: 5355.789062
	Iteration 13Q: 3 clusters Score -6580904 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -6581286.500000 Penalty: 5355.789062
	Iteration 14Q: 3 clusters Score -6581286 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -6581497.000000 Penalty: 5355.789062
	Iteration 15Q: 3 clusters Score -6581497 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 47438 members 
Entering Unmasked Estep 
Score: -6581637.000000 Penalty: 5355.789062
	Iteration 16Q: 3 clusters Score -6581637 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 47600 members 
Entering Unmasked Estep 
Score: -6581754.000000 Penalty: 5355.789062
	Iteration 17Q: 3 clusters Score -6581754 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -6581821.500000 Penalty: 5355.789062
	Iteration 18Q: 3 clusters Score -6581822 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -6581882.500000 Penalty: 5355.789062
	Iteration 19Q: 3 clusters Score -6581882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -6581927.500000 Penalty: 5355.789062
	Iteration 20F: 3 clusters Score -6581928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -6581973.500000 Penalty: 5355.789062
	Iteration 21Q: 3 clusters Score -6581974 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -6581984.500000 Penalty: 5355.789062
	Iteration 22Q: 3 clusters Score -6581984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 47955 members 
Entering Unmasked Estep 
Score: -6581999.500000 Penalty: 5355.789062
	Iteration 23Q: 3 clusters Score -6582000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -6582012.500000 Penalty: 5355.789062
	Iteration 24Q: 3 clusters Score -6582012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -6582012.000000 Penalty: 5355.789062
	Iteration 25Q: 3 clusters Score -6582012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -6582019.500000 Penalty: 5355.789062
	Iteration 26Q: 3 clusters Score -6582020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -6582027.000000 Penalty: 5355.789062
	Iteration 27Q: 3 clusters Score -6582027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -6582025.500000 Penalty: 5355.789062
	Iteration 28Q: 3 clusters Score -6582026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -6582032.500000 Penalty: 5355.789062
	Iteration 29Q: 3 clusters Score -6582032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -6582032.500000 Penalty: 5355.789062
	Iteration 30Q: 3 clusters Score -6582032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -6582036.500000 Penalty: 5355.789062
	Iteration 31Q: 3 clusters Score -6582036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 48056 members 
Entering Unmasked Estep 
Score: -6582037.000000 Penalty: 5355.789062
	Iteration 32Q: 3 clusters Score -6582037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 48060 members 
Entering Unmasked Estep 
Score: -6582037.000000 Penalty: 5355.789062
	Iteration 33Q: 3 clusters Score -6582037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -6582036.000000 Penalty: 5355.789062
	Iteration 34Q: 3 clusters Score -6582036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -6582042.000000 Penalty: 5355.789062
	Iteration 35Q: 3 clusters Score -6582042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -6582044.000000 Penalty: 5355.789062
	Iteration 36Q: 3 clusters Score -6582044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 48075 members 
Entering Unmasked Estep 
Score: -6582042.500000 Penalty: 5355.789062
	Iteration 37Q: 3 clusters Score -6582042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -6582041.000000 Penalty: 5355.789062
	Iteration 38Q: 3 clusters Score -6582041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -6582051.000000 Penalty: 5355.789062
	Iteration 39Q: 3 clusters Score -6582051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -6582057.500000 Penalty: 5355.789062
	Iteration 40F: 3 clusters Score -6582058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 48085 members 
Entering Unmasked Estep 
Score: -6582051.500000 Penalty: 5355.789062
	Iteration 41Q: 3 clusters Score -6582052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -6582053.000000 Penalty: 5355.789062
	Iteration 42Q: 3 clusters Score -6582053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 48090 members 
Entering Unmasked Estep 
Score: -6582051.000000 Penalty: 5355.789062
	Iteration 43Q: 3 clusters Score -6582051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -6582050.500000 Penalty: 5355.789062
	Iteration 44Q: 3 clusters Score -6582050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 48096 members 
Entering Unmasked Estep 
Score: -6582055.000000 Penalty: 5355.789062
	Iteration 45Q: 3 clusters Score -6582055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -6582053.000000 Penalty: 5355.789062
	Iteration 46Q: 3 clusters Score -6582053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -6582060.000000 Penalty: 5355.789062
	Iteration 47Q: 3 clusters Score -6582060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -6582054.500000 Penalty: 5355.789062
	Iteration 48Q: 3 clusters Score -6582054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -6582064.000000 Penalty: 5355.789062
	Iteration 49Q: 3 clusters Score -6582064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 48114 members 
Entering Unmasked Estep 
Score: -6582067.000000 Penalty: 5355.789062
	Iteration 50Q: 3 clusters Score -6582067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -6582069.500000 Penalty: 5355.789062
	Iteration 51Q: 3 clusters Score -6582070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -6582069.500000 Penalty: 5355.789062
	Iteration 52F: 3 clusters Score -6582070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (133996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133996 members 
Entering Unmasked Estep 
Score: -18599194.000000 Penalty: 2927.780029
	Iteration 0F: 2 clusters Score -1.859919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67084 members 
Mstep: Class 2 contains 66912 members 
Entering Unmasked Estep 
Score: -18510004.000000 Penalty: 5855.560059
	Iteration 0F: 3 clusters Score -1.851e+07 nChanged 63893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68887 members 
Mstep: Class 2 contains 65109 members 
Entering Unmasked Estep 
Score: -18547688.000000 Penalty: 5855.560059
	Iteration 1F: 3 clusters Score -1.854769e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70396 members 
Mstep: Class 2 contains 63600 members 
Entering Unmasked Estep 
Score: -18549370.000000 Penalty: 5855.560059
	Iteration 2Q: 3 clusters Score -1.854937e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72701 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -18551936.000000 Penalty: 5855.560059
	Iteration 3Q: 3 clusters Score -1.855194e+07 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76052 members 
Mstep: Class 2 contains 57944 members 
Entering Unmasked Estep 
Score: -18555306.000000 Penalty: 5855.560059
	Iteration 4F: 3 clusters Score -1.855531e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -18559796.000000 Penalty: 5855.560059
	Iteration 5F: 3 clusters Score -1.85598e+07 nChanged 8676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85115 members 
Mstep: Class 2 contains 48881 members 
Entering Unmasked Estep 
Score: -18565922.000000 Penalty: 5855.560059
	Iteration 6F: 3 clusters Score -1.856592e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90108 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -18572604.000000 Penalty: 5855.560059
	Iteration 7F: 3 clusters Score -1.85726e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94218 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -18578664.000000 Penalty: 5855.560059
	Iteration 8F: 3 clusters Score -1.857866e+07 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -18582578.000000 Penalty: 5855.560059
	Iteration 9Q: 3 clusters Score -1.858258e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99315 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -18584710.000000 Penalty: 5855.560059
	Iteration 10Q: 3 clusters Score -1.858471e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -18585724.000000 Penalty: 5855.560059
	Iteration 11Q: 3 clusters Score -1.858572e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102712 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -18586482.000000 Penalty: 5855.560059
	Iteration 12Q: 3 clusters Score -1.858648e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104323 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -18586972.000000 Penalty: 5855.560059
	Iteration 13Q: 3 clusters Score -1.858697e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105883 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -18587396.000000 Penalty: 5855.560059
	Iteration 14Q: 3 clusters Score -1.85874e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -18587842.000000 Penalty: 5855.560059
	Iteration 15Q: 3 clusters Score -1.858784e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108948 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -18588352.000000 Penalty: 5855.560059
	Iteration 16Q: 3 clusters Score -1.858835e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110477 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -18588674.000000 Penalty: 5855.560059
	Iteration 17Q: 3 clusters Score -1.858867e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111993 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -18589116.000000 Penalty: 5855.560059
	Iteration 18Q: 3 clusters Score -1.858912e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113403 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -18589542.000000 Penalty: 5855.560059
	Iteration 19Q: 3 clusters Score -1.858954e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114788 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -18589980.000000 Penalty: 5855.560059
	Iteration 20F: 3 clusters Score -1.858998e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116166 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -18590384.000000 Penalty: 5855.560059
	Iteration 21Q: 3 clusters Score -1.859038e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117549 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -18590882.000000 Penalty: 5855.560059
	Iteration 22Q: 3 clusters Score -1.859088e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118951 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -18591356.000000 Penalty: 5855.560059
	Iteration 23Q: 3 clusters Score -1.859136e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120392 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -18591894.000000 Penalty: 5855.560059
	Iteration 24Q: 3 clusters Score -1.859189e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121735 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -18592362.000000 Penalty: 5855.560059
	Iteration 25Q: 3 clusters Score -1.859236e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122993 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -18592782.000000 Penalty: 5855.560059
	Iteration 26Q: 3 clusters Score -1.859278e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124232 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -18593172.000000 Penalty: 5855.560059
	Iteration 27Q: 3 clusters Score -1.859317e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125385 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -18593638.000000 Penalty: 5855.560059
	Iteration 28Q: 3 clusters Score -1.859364e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126478 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -18594150.000000 Penalty: 5855.560059
	Iteration 29Q: 3 clusters Score -1.859415e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127401 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -18594602.000000 Penalty: 5855.560059
	Iteration 30Q: 3 clusters Score -1.85946e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128236 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -18595060.000000 Penalty: 5855.560059
	Iteration 31Q: 3 clusters Score -1.859506e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128927 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -18595548.000000 Penalty: 5855.560059
	Iteration 32Q: 3 clusters Score -1.859555e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129463 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -18595928.000000 Penalty: 5855.560059
	Iteration 33Q: 3 clusters Score -1.859593e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129903 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -18596328.000000 Penalty: 5855.560059
	Iteration 34Q: 3 clusters Score -1.859633e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130187 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -18596580.000000 Penalty: 5855.560059
	Iteration 35Q: 3 clusters Score -1.859658e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130399 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -18596780.000000 Penalty: 5855.560059
	Iteration 36Q: 3 clusters Score -1.859678e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130550 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -18596896.000000 Penalty: 5855.560059
	Iteration 37Q: 3 clusters Score -1.85969e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130657 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -18596942.000000 Penalty: 5855.560059
	Iteration 38Q: 3 clusters Score -1.859694e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130740 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -18597004.000000 Penalty: 5855.560059
	Iteration 39Q: 3 clusters Score -1.8597e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130825 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -18597030.000000 Penalty: 5855.560059
	Iteration 40F: 3 clusters Score -1.859703e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130889 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -18597062.000000 Penalty: 5855.560059
	Iteration 41Q: 3 clusters Score -1.859706e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130951 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -18597090.000000 Penalty: 5855.560059
	Iteration 42Q: 3 clusters Score -1.859709e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131004 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -18597114.000000 Penalty: 5855.560059
	Iteration 43Q: 3 clusters Score -1.859711e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131036 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -18597124.000000 Penalty: 5855.560059
	Iteration 44Q: 3 clusters Score -1.859712e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131073 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -18597142.000000 Penalty: 5855.560059
	Iteration 45Q: 3 clusters Score -1.859714e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131109 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -18597126.000000 Penalty: 5855.560059
	Iteration 46Q: 3 clusters Score -1.859713e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131136 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -18597130.000000 Penalty: 5855.560059
	Iteration 47Q: 3 clusters Score -1.859713e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131158 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -18597088.000000 Penalty: 5855.560059
	Iteration 48Q: 3 clusters Score -1.859709e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131181 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -18597100.000000 Penalty: 5855.560059
	Iteration 49Q: 3 clusters Score -1.85971e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131195 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -18597092.000000 Penalty: 5855.560059
	Iteration 50Q: 3 clusters Score -1.859709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131211 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -18597102.000000 Penalty: 5855.560059
	Iteration 51Q: 3 clusters Score -1.85971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131228 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -18597110.000000 Penalty: 5855.560059
	Iteration 52Q: 3 clusters Score -1.859711e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131242 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -18597098.000000 Penalty: 5855.560059
	Iteration 53Q: 3 clusters Score -1.85971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131252 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -18597096.000000 Penalty: 5855.560059
	Iteration 54Q: 3 clusters Score -1.85971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131255 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -18597088.000000 Penalty: 5855.560059
	Iteration 55Q: 3 clusters Score -1.859709e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131260 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -18597086.000000 Penalty: 5855.560059
	Iteration 56Q: 3 clusters Score -1.859709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131267 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -18597080.000000 Penalty: 5855.560059
	Iteration 57Q: 3 clusters Score -1.859708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131274 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -18597078.000000 Penalty: 5855.560059
	Iteration 58Q: 3 clusters Score -1.859708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131274 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -18597078.000000 Penalty: 5855.560059
	Iteration 59F: 3 clusters Score -1.859708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -77966.648438 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -77966.65 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 299 members 
Entering Unmasked Estep 
Score: -76484.007812 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -76484.01 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -76752.109375 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -76752.11 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -76853.757812 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -76853.76 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -77207.218750 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -77207.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -77304.437500 Penalty: 3163.699219
	Iteration 4F: 3 clusters Score -77304.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -77374.820312 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -77374.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -77559.320312 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -77559.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -77667.335938 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -77667.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -77697.000000 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -77697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -77721.554688 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -77721.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -77740.812500 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -77740.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -77750.804688 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -77750.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -77771.835938 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -77771.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -77777.109375 Penalty: 3163.699219
	Iteration 13Q: 3 clusters Score -77777.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -77781.171875 Penalty: 3163.699219
	Iteration 14Q: 3 clusters Score -77781.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -77781.171875 Penalty: 3163.699219
	Iteration 15F: 3 clusters Score -77781.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Entering Unmasked Estep 
Score: -1466507.750000 Penalty: 2303.250732
	Iteration 0F: 2 clusters Score -1466508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1458340.000000 Penalty: 4606.501465
	Iteration 0F: 3 clusters Score -1458340 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1460740.750000 Penalty: 4606.501465
	Iteration 1F: 3 clusters Score -1460741 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1461041.000000 Penalty: 4606.501465
	Iteration 2F: 3 clusters Score -1461041 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1461296.875000 Penalty: 4606.501465
	Iteration 3F: 3 clusters Score -1461297 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1461473.250000 Penalty: 4606.501465
	Iteration 4Q: 3 clusters Score -1461473 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1461628.250000 Penalty: 4606.501465
	Iteration 5Q: 3 clusters Score -1461628 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1461782.625000 Penalty: 4606.501465
	Iteration 6Q: 3 clusters Score -1461783 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1461939.500000 Penalty: 4606.501465
	Iteration 7Q: 3 clusters Score -1461940 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1462090.000000 Penalty: 4606.501465
	Iteration 8Q: 3 clusters Score -1462090 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1462244.125000 Penalty: 4606.501465
	Iteration 9Q: 3 clusters Score -1462244 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1462431.375000 Penalty: 4606.501465
	Iteration 10Q: 3 clusters Score -1462431 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1462660.750000 Penalty: 4606.501465
	Iteration 11Q: 3 clusters Score -1462661 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1462921.625000 Penalty: 4606.501465
	Iteration 12Q: 3 clusters Score -1462922 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1463200.750000 Penalty: 4606.501465
	Iteration 13Q: 3 clusters Score -1463201 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1463443.000000 Penalty: 4606.501465
	Iteration 14Q: 3 clusters Score -1463443 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1463640.000000 Penalty: 4606.501465
	Iteration 15Q: 3 clusters Score -1463640 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1463854.125000 Penalty: 4606.501465
	Iteration 16Q: 3 clusters Score -1463854 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1464009.625000 Penalty: 4606.501465
	Iteration 17Q: 3 clusters Score -1464010 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1464116.375000 Penalty: 4606.501465
	Iteration 18Q: 3 clusters Score -1464116 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1464212.000000 Penalty: 4606.501465
	Iteration 19Q: 3 clusters Score -1464212 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1464296.750000 Penalty: 4606.501465
	Iteration 20F: 3 clusters Score -1464297 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1464350.375000 Penalty: 4606.501465
	Iteration 21Q: 3 clusters Score -1464350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1464397.500000 Penalty: 4606.501465
	Iteration 22Q: 3 clusters Score -1464398 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1464439.750000 Penalty: 4606.501465
	Iteration 23Q: 3 clusters Score -1464440 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1464479.375000 Penalty: 4606.501465
	Iteration 24Q: 3 clusters Score -1464479 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1464508.375000 Penalty: 4606.501465
	Iteration 25Q: 3 clusters Score -1464508 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1464534.625000 Penalty: 4606.501465
	Iteration 26Q: 3 clusters Score -1464535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1464545.875000 Penalty: 4606.501465
	Iteration 27Q: 3 clusters Score -1464546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1464564.625000 Penalty: 4606.501465
	Iteration 28Q: 3 clusters Score -1464565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1464574.125000 Penalty: 4606.501465
	Iteration 29Q: 3 clusters Score -1464574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1464584.750000 Penalty: 4606.501465
	Iteration 30Q: 3 clusters Score -1464585 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1464595.500000 Penalty: 4606.501465
	Iteration 31Q: 3 clusters Score -1464596 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1464601.375000 Penalty: 4606.501465
	Iteration 32Q: 3 clusters Score -1464601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1464612.375000 Penalty: 4606.501465
	Iteration 33Q: 3 clusters Score -1464612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1464626.375000 Penalty: 4606.501465
	Iteration 34Q: 3 clusters Score -1464626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1464644.250000 Penalty: 4606.501465
	Iteration 35Q: 3 clusters Score -1464644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1464649.500000 Penalty: 4606.501465
	Iteration 36Q: 3 clusters Score -1464650 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1464656.000000 Penalty: 4606.501465
	Iteration 37Q: 3 clusters Score -1464656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1464663.000000 Penalty: 4606.501465
	Iteration 38Q: 3 clusters Score -1464663 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1464670.000000 Penalty: 4606.501465
	Iteration 39Q: 3 clusters Score -1464670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1464668.625000 Penalty: 4606.501465
	Iteration 40F: 3 clusters Score -1464669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1464670.875000 Penalty: 4606.501465
	Iteration 41Q: 3 clusters Score -1464671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1464671.500000 Penalty: 4606.501465
	Iteration 42Q: 3 clusters Score -1464672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1464674.125000 Penalty: 4606.501465
	Iteration 43Q: 3 clusters Score -1464674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1464674.500000 Penalty: 4606.501465
	Iteration 44Q: 3 clusters Score -1464674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1464676.875000 Penalty: 4606.501465
	Iteration 45Q: 3 clusters Score -1464677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1464680.250000 Penalty: 4606.501465
	Iteration 46Q: 3 clusters Score -1464680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1464680.000000 Penalty: 4606.501465
	Iteration 47Q: 3 clusters Score -1464680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1464681.000000 Penalty: 4606.501465
	Iteration 48Q: 3 clusters Score -1464681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1464685.125000 Penalty: 4606.501465
	Iteration 49Q: 3 clusters Score -1464685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1464684.750000 Penalty: 4606.501465
	Iteration 50Q: 3 clusters Score -1464685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1464686.375000 Penalty: 4606.501465
	Iteration 51Q: 3 clusters Score -1464686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1464687.875000 Penalty: 4606.501465
	Iteration 52Q: 3 clusters Score -1464688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1464692.125000 Penalty: 4606.501465
	Iteration 53Q: 3 clusters Score -1464692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1464694.250000 Penalty: 4606.501465
	Iteration 54Q: 3 clusters Score -1464694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1464690.875000 Penalty: 4606.501465
	Iteration 55Q: 3 clusters Score -1464691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1464691.000000 Penalty: 4606.501465
	Iteration 56Q: 3 clusters Score -1464691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1464691.000000 Penalty: 4606.501465
	Iteration 57F: 3 clusters Score -1464691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28251 members 
Entering Unmasked Estep 
Score: -3818156.750000 Penalty: 2541.723389
	Iteration 0F: 2 clusters Score -3818157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3798734.000000 Penalty: 5083.446777
	Iteration 0F: 3 clusters Score -3798734 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -3805578.250000 Penalty: 5083.446777
	Iteration 1F: 3 clusters Score -3805578 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3806050.750000 Penalty: 5083.446777
	Iteration 2Q: 3 clusters Score -3806051 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3806475.250000 Penalty: 5083.446777
	Iteration 3Q: 3 clusters Score -3806475 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -3806842.750000 Penalty: 5083.446777
	Iteration 4Q: 3 clusters Score -3806843 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -3807299.750000 Penalty: 5083.446777
	Iteration 5Q: 3 clusters Score -3807300 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -3807889.250000 Penalty: 5083.446777
	Iteration 6Q: 3 clusters Score -3807889 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3808524.250000 Penalty: 5083.446777
	Iteration 7Q: 3 clusters Score -3808524 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -3809293.500000 Penalty: 5083.446777
	Iteration 8F: 3 clusters Score -3809294 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -3810121.500000 Penalty: 5083.446777
	Iteration 9F: 3 clusters Score -3810122 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3810881.500000 Penalty: 5083.446777
	Iteration 10Q: 3 clusters Score -3810882 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -3811552.000000 Penalty: 5083.446777
	Iteration 11Q: 3 clusters Score -3811552 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -3812093.750000 Penalty: 5083.446777
	Iteration 12Q: 3 clusters Score -3812094 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -3812534.250000 Penalty: 5083.446777
	Iteration 13Q: 3 clusters Score -3812534 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -3812962.500000 Penalty: 5083.446777
	Iteration 14Q: 3 clusters Score -3812962 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -3813313.500000 Penalty: 5083.446777
	Iteration 15Q: 3 clusters Score -3813314 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -3813666.000000 Penalty: 5083.446777
	Iteration 16Q: 3 clusters Score -3813666 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3814023.000000 Penalty: 5083.446777
	Iteration 17Q: 3 clusters Score -3814023 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3814358.000000 Penalty: 5083.446777
	Iteration 18Q: 3 clusters Score -3814358 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -3814679.250000 Penalty: 5083.446777
	Iteration 19Q: 3 clusters Score -3814679 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3814943.250000 Penalty: 5083.446777
	Iteration 20F: 3 clusters Score -3814943 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3815167.500000 Penalty: 5083.446777
	Iteration 21Q: 3 clusters Score -3815168 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -3815333.000000 Penalty: 5083.446777
	Iteration 22Q: 3 clusters Score -3815333 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -3815446.000000 Penalty: 5083.446777
	Iteration 23Q: 3 clusters Score -3815446 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -3815553.750000 Penalty: 5083.446777
	Iteration 24Q: 3 clusters Score -3815554 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -3815617.000000 Penalty: 5083.446777
	Iteration 25Q: 3 clusters Score -3815617 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -3815670.250000 Penalty: 5083.446777
	Iteration 26Q: 3 clusters Score -3815670 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -3815733.750000 Penalty: 5083.446777
	Iteration 27Q: 3 clusters Score -3815734 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3815772.250000 Penalty: 5083.446777
	Iteration 28Q: 3 clusters Score -3815772 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -3815806.750000 Penalty: 5083.446777
	Iteration 29Q: 3 clusters Score -3815807 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3815840.250000 Penalty: 5083.446777
	Iteration 30Q: 3 clusters Score -3815840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3815876.250000 Penalty: 5083.446777
	Iteration 31Q: 3 clusters Score -3815876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -3815900.500000 Penalty: 5083.446777
	Iteration 32Q: 3 clusters Score -3815900 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -3815913.000000 Penalty: 5083.446777
	Iteration 33Q: 3 clusters Score -3815913 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3815935.500000 Penalty: 5083.446777
	Iteration 34Q: 3 clusters Score -3815936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3815946.250000 Penalty: 5083.446777
	Iteration 35Q: 3 clusters Score -3815946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3815953.000000 Penalty: 5083.446777
	Iteration 36Q: 3 clusters Score -3815953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -3815959.750000 Penalty: 5083.446777
	Iteration 37Q: 3 clusters Score -3815960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3815966.750000 Penalty: 5083.446777
	Iteration 38Q: 3 clusters Score -3815967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3815973.250000 Penalty: 5083.446777
	Iteration 39Q: 3 clusters Score -3815973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3815979.000000 Penalty: 5083.446777
	Iteration 40F: 3 clusters Score -3815979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -3815985.000000 Penalty: 5083.446777
	Iteration 41Q: 3 clusters Score -3815985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -3815986.250000 Penalty: 5083.446777
	Iteration 42Q: 3 clusters Score -3815986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 27600 members 
Entering Unmasked Estep 
Score: -3815988.000000 Penalty: 5083.446777
	Iteration 43Q: 3 clusters Score -3815988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -3815989.000000 Penalty: 5083.446777
	Iteration 44Q: 3 clusters Score -3815989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3815988.500000 Penalty: 5083.446777
	Iteration 45Q: 3 clusters Score -3815988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -3815992.000000 Penalty: 5083.446777
	Iteration 46Q: 3 clusters Score -3815992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -3815994.250000 Penalty: 5083.446777
	Iteration 47Q: 3 clusters Score -3815994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -3815996.750000 Penalty: 5083.446777
	Iteration 48Q: 3 clusters Score -3815997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3815995.250000 Penalty: 5083.446777
	Iteration 49Q: 3 clusters Score -3815995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3815997.750000 Penalty: 5083.446777
	Iteration 50Q: 3 clusters Score -3815998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -3816000.250000 Penalty: 5083.446777
	Iteration 51Q: 3 clusters Score -3816000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3815999.250000 Penalty: 5083.446777
	Iteration 52Q: 3 clusters Score -3815999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -3815999.250000 Penalty: 5083.446777
	Iteration 53F: 3 clusters Score -3815999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -67792.031250 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -67792.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66262.960938 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -66262.96 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -66466.632812 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -66466.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66530.023438 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -66530.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66563.648438 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -66563.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66586.187500 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -66586.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66598.890625 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -66598.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66616.960938 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -66616.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66654.460938 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -66654.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66677.320312 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -66677.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66704.468750 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -66704.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66717.656250 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -66717.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66722.859375 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -66722.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66722.859375 Penalty: 3089.341309
	Iteration 12F: 3 clusters Score -66722.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30844 members 
Mstep: Class 4 contains 41361 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27366 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3085 members 
Mstep: Class 9 contains 3630 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 16222 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5819 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 69172 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168019 members 
Mstep: Class 19 contains 8011 members 
Mstep: Class 20 contains 29106 members 
Mstep: Class 21 contains 251566 members 
Mstep: Class 22 contains 13516 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48921 members 
Mstep: Class 25 contains 133996 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10800 members 
Mstep: Class 28 contains 28251 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246088.000000 Penalty: 98657.695312
Iteration 239Q: 30 clusters Score -1.222461e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30869 members 
Mstep: Class 4 contains 41356 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27371 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3081 members 
Mstep: Class 9 contains 3618 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 16225 members 
Mstep: Class 12 contains 455 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5825 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 69145 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168048 members 
Mstep: Class 19 contains 7975 members 
Mstep: Class 20 contains 29101 members 
Mstep: Class 21 contains 251633 members 
Mstep: Class 22 contains 13517 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48921 members 
Mstep: Class 25 contains 133949 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10799 members 
Mstep: Class 28 contains 28251 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246120.000000 Penalty: 98657.695312
Iteration 240F: 30 clusters Score -1.222461e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30895 members 
Mstep: Class 4 contains 41351 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27373 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3077 members 
Mstep: Class 9 contains 3609 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 16228 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5834 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 69121 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168096 members 
Mstep: Class 19 contains 7942 members 
Mstep: Class 20 contains 29097 members 
Mstep: Class 21 contains 251682 members 
Mstep: Class 22 contains 13523 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48921 members 
Mstep: Class 25 contains 133886 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10798 members 
Mstep: Class 28 contains 28251 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246200.000000 Penalty: 98657.695312
Iteration 241Q: 30 clusters Score -1.222462e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30911 members 
Mstep: Class 4 contains 41339 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27379 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3075 members 
Mstep: Class 9 contains 3594 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16232 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5842 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 69081 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168144 members 
Mstep: Class 19 contains 7912 members 
Mstep: Class 20 contains 29092 members 
Mstep: Class 21 contains 251734 members 
Mstep: Class 22 contains 13537 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48921 members 
Mstep: Class 25 contains 133842 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10798 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246224.000000 Penalty: 98657.695312
Iteration 242Q: 30 clusters Score -1.222462e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30929 members 
Mstep: Class 4 contains 41326 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27381 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 3581 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16235 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5845 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 69040 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168184 members 
Mstep: Class 19 contains 7883 members 
Mstep: Class 20 contains 29089 members 
Mstep: Class 21 contains 251802 members 
Mstep: Class 22 contains 13557 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48920 members 
Mstep: Class 25 contains 133786 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10800 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246320.000000 Penalty: 98657.695312
Iteration 243Q: 30 clusters Score -1.222463e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30952 members 
Mstep: Class 4 contains 41320 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27385 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 3567 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16238 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5848 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 68999 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168230 members 
Mstep: Class 19 contains 7852 members 
Mstep: Class 20 contains 29087 members 
Mstep: Class 21 contains 251843 members 
Mstep: Class 22 contains 13571 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48919 members 
Mstep: Class 25 contains 133745 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10803 members 
Mstep: Class 28 contains 28249 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246176.000000 Penalty: 98657.695312
Iteration 244Q: 30 clusters Score -1.222462e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 30986 members 
Mstep: Class 4 contains 41306 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27390 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 3559 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5852 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 68954 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168281 members 
Mstep: Class 19 contains 7821 members 
Mstep: Class 20 contains 29084 members 
Mstep: Class 21 contains 251852 members 
Mstep: Class 22 contains 13581 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48919 members 
Mstep: Class 25 contains 133728 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10805 members 
Mstep: Class 28 contains 28248 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246280.000000 Penalty: 98657.695312
Iteration 245Q: 30 clusters Score -1.222463e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31017 members 
Mstep: Class 4 contains 41289 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27395 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 3552 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5853 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 68913 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168329 members 
Mstep: Class 19 contains 7786 members 
Mstep: Class 20 contains 29079 members 
Mstep: Class 21 contains 251864 members 
Mstep: Class 22 contains 13597 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48919 members 
Mstep: Class 25 contains 133717 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10808 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246224.000000 Penalty: 98657.695312
Iteration 246Q: 30 clusters Score -1.222462e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31039 members 
Mstep: Class 4 contains 41275 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27398 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 3550 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16246 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5854 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 68863 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168370 members 
Mstep: Class 19 contains 7763 members 
Mstep: Class 20 contains 29072 members 
Mstep: Class 21 contains 251901 members 
Mstep: Class 22 contains 13606 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48919 members 
Mstep: Class 25 contains 133693 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10812 members 
Mstep: Class 28 contains 28248 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246200.000000 Penalty: 98657.695312
Iteration 247Q: 30 clusters Score -1.222462e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31052 members 
Mstep: Class 4 contains 41269 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27399 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 3545 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16248 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5855 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 68825 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168419 members 
Mstep: Class 19 contains 7740 members 
Mstep: Class 20 contains 29068 members 
Mstep: Class 21 contains 251930 members 
Mstep: Class 22 contains 13616 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48919 members 
Mstep: Class 25 contains 133658 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10817 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246168.000000 Penalty: 98657.695312
Iteration 248Q: 30 clusters Score -1.222462e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31071 members 
Mstep: Class 4 contains 41261 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27397 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16250 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5855 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 68775 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168474 members 
Mstep: Class 19 contains 7713 members 
Mstep: Class 20 contains 29059 members 
Mstep: Class 21 contains 251963 members 
Mstep: Class 22 contains 13628 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48920 members 
Mstep: Class 25 contains 133634 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10821 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246096.000000 Penalty: 98657.695312
Iteration 249Q: 30 clusters Score -1.222461e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31099 members 
Mstep: Class 4 contains 41255 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27396 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 3532 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5857 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 68718 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168518 members 
Mstep: Class 19 contains 7695 members 
Mstep: Class 20 contains 29056 members 
Mstep: Class 21 contains 252005 members 
Mstep: Class 22 contains 13635 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48920 members 
Mstep: Class 25 contains 133597 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10824 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246152.000000 Penalty: 98657.695312
Iteration 250Q: 30 clusters Score -1.222462e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31114 members 
Mstep: Class 4 contains 41252 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27397 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 3528 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16254 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5857 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 68671 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168576 members 
Mstep: Class 19 contains 7680 members 
Mstep: Class 20 contains 29052 members 
Mstep: Class 21 contains 252055 members 
Mstep: Class 22 contains 13646 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48920 members 
Mstep: Class 25 contains 133528 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10826 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246120.000000 Penalty: 98657.695312
Iteration 251Q: 30 clusters Score -1.222461e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31140 members 
Mstep: Class 4 contains 41250 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27399 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16254 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5857 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 68632 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168625 members 
Mstep: Class 19 contains 7661 members 
Mstep: Class 20 contains 29049 members 
Mstep: Class 21 contains 252101 members 
Mstep: Class 22 contains 13649 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48920 members 
Mstep: Class 25 contains 133468 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10826 members 
Mstep: Class 28 contains 28249 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246032.000000 Penalty: 98657.695312
Iteration 252Q: 30 clusters Score -1.22246e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31169 members 
Mstep: Class 4 contains 41248 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27398 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16255 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5857 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 68599 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168668 members 
Mstep: Class 19 contains 7640 members 
Mstep: Class 20 contains 29046 members 
Mstep: Class 21 contains 252163 members 
Mstep: Class 22 contains 13651 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48918 members 
Mstep: Class 25 contains 133391 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10828 members 
Mstep: Class 28 contains 28249 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245928.000000 Penalty: 98657.695312
Iteration 253Q: 30 clusters Score -1.222459e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31192 members 
Mstep: Class 4 contains 41243 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27400 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 3525 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16257 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5857 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 68579 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168707 members 
Mstep: Class 19 contains 7617 members 
Mstep: Class 20 contains 29042 members 
Mstep: Class 21 contains 252221 members 
Mstep: Class 22 contains 13649 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48915 members 
Mstep: Class 25 contains 133322 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10831 members 
Mstep: Class 28 contains 28249 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122246008.000000 Penalty: 98657.695312
Iteration 254Q: 30 clusters Score -1.22246e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31218 members 
Mstep: Class 4 contains 41242 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27401 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 3527 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16257 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5857 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 68545 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168754 members 
Mstep: Class 19 contains 7596 members 
Mstep: Class 20 contains 29039 members 
Mstep: Class 21 contains 252278 members 
Mstep: Class 22 contains 13648 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48914 members 
Mstep: Class 25 contains 133250 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10832 members 
Mstep: Class 28 contains 28248 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245984.000000 Penalty: 98657.695312
Iteration 255Q: 30 clusters Score -1.22246e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31236 members 
Mstep: Class 4 contains 41233 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27402 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3074 members 
Mstep: Class 9 contains 3526 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16256 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5857 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 68518 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168810 members 
Mstep: Class 19 contains 7579 members 
Mstep: Class 20 contains 29037 members 
Mstep: Class 21 contains 252333 members 
Mstep: Class 22 contains 13648 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48914 members 
Mstep: Class 25 contains 133176 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10834 members 
Mstep: Class 28 contains 28248 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245784.000000 Penalty: 98657.695312
Iteration 256Q: 30 clusters Score -1.222458e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31255 members 
Mstep: Class 4 contains 41230 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27403 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3072 members 
Mstep: Class 9 contains 3524 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16257 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5857 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 68490 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168863 members 
Mstep: Class 19 contains 7566 members 
Mstep: Class 20 contains 29038 members 
Mstep: Class 21 contains 252360 members 
Mstep: Class 22 contains 13651 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48911 members 
Mstep: Class 25 contains 133122 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10835 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245664.000000 Penalty: 98657.695312
Iteration 257Q: 30 clusters Score -1.222457e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31273 members 
Mstep: Class 4 contains 41225 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27403 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3071 members 
Mstep: Class 9 contains 3522 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16255 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5857 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 68458 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168897 members 
Mstep: Class 19 contains 7554 members 
Mstep: Class 20 contains 29037 members 
Mstep: Class 21 contains 252421 members 
Mstep: Class 22 contains 13660 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48910 members 
Mstep: Class 25 contains 133051 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10840 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245640.000000 Penalty: 98657.695312
Iteration 258Q: 30 clusters Score -1.222456e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31296 members 
Mstep: Class 4 contains 41218 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27404 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3070 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16255 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5857 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 68414 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168942 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 29034 members 
Mstep: Class 21 contains 252474 members 
Mstep: Class 22 contains 13670 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48910 members 
Mstep: Class 25 contains 132983 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10844 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245704.000000 Penalty: 98657.695312
Iteration 259Q: 30 clusters Score -1.222457e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31318 members 
Mstep: Class 4 contains 41211 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27404 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3070 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16254 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5858 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 68388 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168986 members 
Mstep: Class 19 contains 7531 members 
Mstep: Class 20 contains 29032 members 
Mstep: Class 21 contains 252530 members 
Mstep: Class 22 contains 13674 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48911 members 
Mstep: Class 25 contains 132901 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10849 members 
Mstep: Class 28 contains 28246 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245632.000000 Penalty: 98657.695312
Iteration 260F: 30 clusters Score -1.222456e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31335 members 
Mstep: Class 4 contains 41203 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27404 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3070 members 
Mstep: Class 9 contains 3515 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16254 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5861 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 68372 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169037 members 
Mstep: Class 19 contains 7522 members 
Mstep: Class 20 contains 29032 members 
Mstep: Class 21 contains 252578 members 
Mstep: Class 22 contains 13680 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48909 members 
Mstep: Class 25 contains 132812 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10852 members 
Mstep: Class 28 contains 28244 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245680.000000 Penalty: 98657.695312
Iteration 261Q: 30 clusters Score -1.222457e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31351 members 
Mstep: Class 4 contains 41198 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27405 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 3509 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16255 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5861 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 16 contains 68349 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169077 members 
Mstep: Class 19 contains 7511 members 
Mstep: Class 20 contains 29032 members 
Mstep: Class 21 contains 252636 members 
Mstep: Class 22 contains 13691 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48908 members 
Mstep: Class 25 contains 132731 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10855 members 
Mstep: Class 28 contains 28243 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245720.000000 Penalty: 98657.695312
Iteration 262Q: 30 clusters Score -1.222457e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31364 members 
Mstep: Class 4 contains 41190 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27404 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3070 members 
Mstep: Class 9 contains 3506 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16255 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5861 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 68321 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169113 members 
Mstep: Class 19 contains 7502 members 
Mstep: Class 20 contains 29032 members 
Mstep: Class 21 contains 252707 members 
Mstep: Class 22 contains 13700 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48908 members 
Mstep: Class 25 contains 132650 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10857 members 
Mstep: Class 28 contains 28244 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245592.000000 Penalty: 98657.695312
Iteration 263Q: 30 clusters Score -1.222456e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31379 members 
Mstep: Class 4 contains 41181 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27406 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3070 members 
Mstep: Class 9 contains 3499 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16255 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5862 members 
Mstep: Class 15 contains 7534 members 
Mstep: Class 16 contains 68287 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169161 members 
Mstep: Class 19 contains 7494 members 
Mstep: Class 20 contains 29033 members 
Mstep: Class 21 contains 252776 members 
Mstep: Class 22 contains 13706 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48908 members 
Mstep: Class 25 contains 132570 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10857 members 
Mstep: Class 28 contains 28242 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245736.000000 Penalty: 98657.695312
Iteration 264Q: 30 clusters Score -1.222457e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31396 members 
Mstep: Class 4 contains 41175 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27404 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3070 members 
Mstep: Class 9 contains 3494 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16254 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5861 members 
Mstep: Class 15 contains 7534 members 
Mstep: Class 16 contains 68254 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169212 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 29033 members 
Mstep: Class 21 contains 252831 members 
Mstep: Class 22 contains 13721 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48909 members 
Mstep: Class 25 contains 132485 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10859 members 
Mstep: Class 28 contains 28243 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245552.000000 Penalty: 98657.695312
Iteration 265Q: 30 clusters Score -1.222456e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31408 members 
Mstep: Class 4 contains 41169 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27405 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 3488 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16254 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5863 members 
Mstep: Class 15 contains 7533 members 
Mstep: Class 16 contains 68228 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169269 members 
Mstep: Class 19 contains 7475 members 
Mstep: Class 20 contains 29032 members 
Mstep: Class 21 contains 252888 members 
Mstep: Class 22 contains 13727 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48910 members 
Mstep: Class 25 contains 132391 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10863 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245480.000000 Penalty: 98657.695312
Iteration 266Q: 30 clusters Score -1.222455e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31423 members 
Mstep: Class 4 contains 41163 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27405 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3069 members 
Mstep: Class 9 contains 3481 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16256 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5866 members 
Mstep: Class 15 contains 7533 members 
Mstep: Class 16 contains 68197 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169311 members 
Mstep: Class 19 contains 7465 members 
Mstep: Class 20 contains 29033 members 
Mstep: Class 21 contains 252961 members 
Mstep: Class 22 contains 13730 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48910 members 
Mstep: Class 25 contains 132301 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10867 members 
Mstep: Class 28 contains 28248 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245536.000000 Penalty: 98657.695312
Iteration 267Q: 30 clusters Score -1.222455e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31441 members 
Mstep: Class 4 contains 41164 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27403 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3068 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16255 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5870 members 
Mstep: Class 15 contains 7532 members 
Mstep: Class 16 contains 68151 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169359 members 
Mstep: Class 19 contains 7454 members 
Mstep: Class 20 contains 29034 members 
Mstep: Class 21 contains 253037 members 
Mstep: Class 22 contains 13730 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48909 members 
Mstep: Class 25 contains 132215 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10875 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245496.000000 Penalty: 98657.695312
Iteration 268Q: 30 clusters Score -1.222455e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31452 members 
Mstep: Class 4 contains 41161 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27400 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 3467 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5872 members 
Mstep: Class 15 contains 7530 members 
Mstep: Class 16 contains 68120 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169403 members 
Mstep: Class 19 contains 7431 members 
Mstep: Class 20 contains 29033 members 
Mstep: Class 21 contains 253101 members 
Mstep: Class 22 contains 13734 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48910 members 
Mstep: Class 25 contains 132154 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10888 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245400.000000 Penalty: 98657.695312
Iteration 269Q: 30 clusters Score -1.222454e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31470 members 
Mstep: Class 4 contains 41150 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27402 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3062 members 
Mstep: Class 9 contains 3466 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16251 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5874 members 
Mstep: Class 15 contains 7529 members 
Mstep: Class 16 contains 68073 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169444 members 
Mstep: Class 19 contains 7418 members 
Mstep: Class 20 contains 29027 members 
Mstep: Class 21 contains 253164 members 
Mstep: Class 22 contains 13740 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48909 members 
Mstep: Class 25 contains 132092 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10902 members 
Mstep: Class 28 contains 28248 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245472.000000 Penalty: 98657.695312
Iteration 270Q: 30 clusters Score -1.222455e+08 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31493 members 
Mstep: Class 4 contains 41145 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27404 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3061 members 
Mstep: Class 9 contains 3464 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16249 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5875 members 
Mstep: Class 15 contains 7530 members 
Mstep: Class 16 contains 68035 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169478 members 
Mstep: Class 19 contains 7397 members 
Mstep: Class 20 contains 29024 members 
Mstep: Class 21 contains 253215 members 
Mstep: Class 22 contains 13739 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48905 members 
Mstep: Class 25 contains 132044 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10914 members 
Mstep: Class 28 contains 28249 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245448.000000 Penalty: 98657.695312
Iteration 271Q: 30 clusters Score -1.222454e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31508 members 
Mstep: Class 4 contains 41138 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27404 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3062 members 
Mstep: Class 9 contains 3463 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16247 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5878 members 
Mstep: Class 15 contains 7530 members 
Mstep: Class 16 contains 68000 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169507 members 
Mstep: Class 19 contains 7378 members 
Mstep: Class 20 contains 29021 members 
Mstep: Class 21 contains 253279 members 
Mstep: Class 22 contains 13739 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48906 members 
Mstep: Class 25 contains 131987 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10926 members 
Mstep: Class 28 contains 28249 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245336.000000 Penalty: 98657.695312
Iteration 272Q: 30 clusters Score -1.222453e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31521 members 
Mstep: Class 4 contains 41133 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27404 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 8 contains 3061 members 
Mstep: Class 9 contains 3461 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16246 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5880 members 
Mstep: Class 15 contains 7529 members 
Mstep: Class 16 contains 67967 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169532 members 
Mstep: Class 19 contains 7365 members 
Mstep: Class 20 contains 29021 members 
Mstep: Class 21 contains 253342 members 
Mstep: Class 22 contains 13739 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48909 members 
Mstep: Class 25 contains 131932 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10932 members 
Mstep: Class 28 contains 28249 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245272.000000 Penalty: 98657.695312
Iteration 273Q: 30 clusters Score -1.222453e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31546 members 
Mstep: Class 4 contains 41129 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27405 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3061 members 
Mstep: Class 9 contains 3458 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16246 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5881 members 
Mstep: Class 15 contains 7530 members 
Mstep: Class 16 contains 67928 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169563 members 
Mstep: Class 19 contains 7351 members 
Mstep: Class 20 contains 29021 members 
Mstep: Class 21 contains 253399 members 
Mstep: Class 22 contains 13743 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48908 members 
Mstep: Class 25 contains 131865 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10940 members 
Mstep: Class 28 contains 28249 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245120.000000 Penalty: 98657.695312
Iteration 274Q: 30 clusters Score -1.222451e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31561 members 
Mstep: Class 4 contains 41124 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27408 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 9 contains 3455 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16246 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5881 members 
Mstep: Class 15 contains 7530 members 
Mstep: Class 16 contains 67898 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169594 members 
Mstep: Class 19 contains 7339 members 
Mstep: Class 20 contains 29020 members 
Mstep: Class 21 contains 253441 members 
Mstep: Class 22 contains 13746 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48907 members 
Mstep: Class 25 contains 131811 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10951 members 
Mstep: Class 28 contains 28250 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245168.000000 Penalty: 98657.695312
Iteration 275Q: 30 clusters Score -1.222452e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31589 members 
Mstep: Class 4 contains 41121 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27410 members 
Mstep: Class 7 contains 4425 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 9 contains 3450 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16246 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5880 members 
Mstep: Class 15 contains 7529 members 
Mstep: Class 16 contains 67857 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 169632 members 
Mstep: Class 19 contains 7324 members 
Mstep: Class 20 contains 29018 members 
Mstep: Class 21 contains 253482 members 
Mstep: Class 22 contains 13752 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48909 members 
Mstep: Class 25 contains 131752 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10961 members 
Mstep: Class 28 contains 28252 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245152.000000 Penalty: 98657.695312
Iteration 276Q: 30 clusters Score -1.222452e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31618 members 
Mstep: Class 4 contains 41119 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27410 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 9 contains 3447 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16244 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5880 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 67820 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 169674 members 
Mstep: Class 19 contains 7310 members 
Mstep: Class 20 contains 29014 members 
Mstep: Class 21 contains 253517 members 
Mstep: Class 22 contains 13758 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48908 members 
Mstep: Class 25 contains 131694 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10970 members 
Mstep: Class 28 contains 28252 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245200.000000 Penalty: 98657.695312
Iteration 277Q: 30 clusters Score -1.222452e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31635 members 
Mstep: Class 4 contains 41113 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27408 members 
Mstep: Class 7 contains 4428 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16244 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5882 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 67778 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 169712 members 
Mstep: Class 19 contains 7299 members 
Mstep: Class 20 contains 29014 members 
Mstep: Class 21 contains 253550 members 
Mstep: Class 22 contains 13756 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48906 members 
Mstep: Class 25 contains 131655 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10982 members 
Mstep: Class 28 contains 28254 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122245152.000000 Penalty: 98657.695312
Iteration 278Q: 30 clusters Score -1.222452e+08 nChanged 259
Entering ConstructFrom: 
Score: -122245152.000000 Penalty: 98657.695312
Entering ConstructFrom: 
Trying to split cluster 1 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -24645.960938 Penalty: 1328.433472
	Iteration 0F: 2 clusters Score -24645.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23538.828125 Penalty: 2656.866943
	Iteration 0F: 3 clusters Score -23538.83 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23647.394531 Penalty: 2656.866943
	Iteration 1F: 3 clusters Score -23647.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -23667.267578 Penalty: 2656.866943
	Iteration 2Q: 3 clusters Score -23667.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23683.460938 Penalty: 2656.866943
	Iteration 3Q: 3 clusters Score -23683.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -23705.267578 Penalty: 2656.866943
	Iteration 4Q: 3 clusters Score -23705.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -23725.437500 Penalty: 2656.866943
	Iteration 5Q: 3 clusters Score -23725.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -23942.335938 Penalty: 2656.866943
	Iteration 6Q: 3 clusters Score -23942.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -23983.783203 Penalty: 2656.866943
	Iteration 7Q: 3 clusters Score -23983.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24031.933594 Penalty: 2656.866943
	Iteration 8Q: 3 clusters Score -24031.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24067.195312 Penalty: 2656.866943
	Iteration 9Q: 3 clusters Score -24067.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24072.802734 Penalty: 2656.866943
	Iteration 10Q: 3 clusters Score -24072.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -24076.251953 Penalty: 2656.866943
	Iteration 11Q: 3 clusters Score -24076.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -24084.437500 Penalty: 2656.866943
	Iteration 12Q: 3 clusters Score -24084.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24089.998047 Penalty: 2656.866943
	Iteration 13Q: 3 clusters Score -24090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24089.998047 Penalty: 2656.866943
	Iteration 14F: 3 clusters Score -24090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -63852.785156 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -63852.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62401.214844 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -62401.21 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -62611.191406 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -62611.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -62688.722656 Penalty: 3062.197998
	Iteration 2Q: 3 clusters Score -62688.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -62731.234375 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -62731.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -62760.101562 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -62760.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62776.339844 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -62776.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62779.558594 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -62779.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -62779.558594 Penalty: 3062.197998
	Iteration 7F: 3 clusters Score -62779.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Entering Unmasked Estep 
Score: -4434994.000000 Penalty: 2569.937744
	Iteration 0F: 2 clusters Score -4434994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -4413236.500000 Penalty: 5139.875488
	Iteration 0F: 3 clusters Score -4413236 nChanged 14404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -4421084.000000 Penalty: 5139.875488
	Iteration 1F: 3 clusters Score -4421084 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -4421479.000000 Penalty: 5139.875488
	Iteration 2Q: 3 clusters Score -4421479 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -4421831.000000 Penalty: 5139.875488
	Iteration 3Q: 3 clusters Score -4421831 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -4422199.000000 Penalty: 5139.875488
	Iteration 4Q: 3 clusters Score -4422199 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -4422653.500000 Penalty: 5139.875488
	Iteration 5Q: 3 clusters Score -4422654 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -4423426.500000 Penalty: 5139.875488
	Iteration 6Q: 3 clusters Score -4423426 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -4424507.000000 Penalty: 5139.875488
	Iteration 7F: 3 clusters Score -4424507 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -4426079.000000 Penalty: 5139.875488
	Iteration 8F: 3 clusters Score -4426079 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -4427929.500000 Penalty: 5139.875488
	Iteration 9F: 3 clusters Score -4427930 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -4429749.500000 Penalty: 5139.875488
	Iteration 10F: 3 clusters Score -4429750 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4431080.500000 Penalty: 5139.875488
	Iteration 11Q: 3 clusters Score -4431080 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4431882.500000 Penalty: 5139.875488
	Iteration 12Q: 3 clusters Score -4431882 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4432290.500000 Penalty: 5139.875488
	Iteration 13Q: 3 clusters Score -4432290 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30938 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4432488.000000 Penalty: 5139.875488
	Iteration 14Q: 3 clusters Score -4432488 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4432608.500000 Penalty: 5139.875488
	Iteration 15Q: 3 clusters Score -4432608 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4432678.500000 Penalty: 5139.875488
	Iteration 16Q: 3 clusters Score -4432678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4432735.000000 Penalty: 5139.875488
	Iteration 17Q: 3 clusters Score -4432735 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4432772.000000 Penalty: 5139.875488
	Iteration 18Q: 3 clusters Score -4432772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4432801.000000 Penalty: 5139.875488
	Iteration 19Q: 3 clusters Score -4432801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4432815.000000 Penalty: 5139.875488
	Iteration 20F: 3 clusters Score -4432815 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4432828.000000 Penalty: 5139.875488
	Iteration 21Q: 3 clusters Score -4432828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -4432838.000000 Penalty: 5139.875488
	Iteration 22Q: 3 clusters Score -4432838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4432843.500000 Penalty: 5139.875488
	Iteration 23Q: 3 clusters Score -4432844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4432852.000000 Penalty: 5139.875488
	Iteration 24Q: 3 clusters Score -4432852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4432852.000000 Penalty: 5139.875488
	Iteration 25Q: 3 clusters Score -4432852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4432867.000000 Penalty: 5139.875488
	Iteration 26Q: 3 clusters Score -4432867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4432872.500000 Penalty: 5139.875488
	Iteration 27Q: 3 clusters Score -4432872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4432874.000000 Penalty: 5139.875488
	Iteration 28Q: 3 clusters Score -4432874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4432881.000000 Penalty: 5139.875488
	Iteration 29Q: 3 clusters Score -4432881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4432878.000000 Penalty: 5139.875488
	Iteration 30Q: 3 clusters Score -4432878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4432878.000000 Penalty: 5139.875488
	Iteration 31F: 3 clusters Score -4432878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (41105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41105 members 
Entering Unmasked Estep 
Score: -5728310.500000 Penalty: 2634.723633
	Iteration 0F: 2 clusters Score -5728310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -5700246.500000 Penalty: 5269.447266
	Iteration 0F: 3 clusters Score -5700246 nChanged 18892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -5710675.500000 Penalty: 5269.447266
	Iteration 1F: 3 clusters Score -5710676 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -5711060.500000 Penalty: 5269.447266
	Iteration 2Q: 3 clusters Score -5711060 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -5711473.500000 Penalty: 5269.447266
	Iteration 3Q: 3 clusters Score -5711474 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -5711857.500000 Penalty: 5269.447266
	Iteration 4Q: 3 clusters Score -5711858 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -5712421.000000 Penalty: 5269.447266
	Iteration 5Q: 3 clusters Score -5712421 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -5713225.000000 Penalty: 5269.447266
	Iteration 6Q: 3 clusters Score -5713225 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -5714682.500000 Penalty: 5269.447266
	Iteration 7F: 3 clusters Score -5714682 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -5716940.500000 Penalty: 5269.447266
	Iteration 8F: 3 clusters Score -5716940 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -5719877.500000 Penalty: 5269.447266
	Iteration 9F: 3 clusters Score -5719878 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5722634.000000 Penalty: 5269.447266
	Iteration 10F: 3 clusters Score -5722634 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5724443.500000 Penalty: 5269.447266
	Iteration 11Q: 3 clusters Score -5724444 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5725292.500000 Penalty: 5269.447266
	Iteration 12Q: 3 clusters Score -5725292 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5725646.000000 Penalty: 5269.447266
	Iteration 13Q: 3 clusters Score -5725646 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40850 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5725795.500000 Penalty: 5269.447266
	Iteration 14Q: 3 clusters Score -5725796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40878 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5725871.500000 Penalty: 5269.447266
	Iteration 15Q: 3 clusters Score -5725872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -5725912.500000 Penalty: 5269.447266
	Iteration 16Q: 3 clusters Score -5725912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5725924.000000 Penalty: 5269.447266
	Iteration 17Q: 3 clusters Score -5725924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -5725944.000000 Penalty: 5269.447266
	Iteration 18Q: 3 clusters Score -5725944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5725944.500000 Penalty: 5269.447266
	Iteration 19Q: 3 clusters Score -5725944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5725944.500000 Penalty: 5269.447266
	Iteration 20F: 3 clusters Score -5725944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -98539.398438 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -98539.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -96855.437500 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -96855.44 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -97202.179688 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -97202.18 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -97360.015625 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -97360.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -97499.492188 Penalty: 3292.080078
	Iteration 3Q: 3 clusters Score -97499.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -97614.742188 Penalty: 3292.080078
	Iteration 4Q: 3 clusters Score -97614.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -97768.531250 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -97768.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -98139.968750 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -98139.97 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98307.085938 Penalty: 3292.080078
	Iteration 7F: 3 clusters Score -98307.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -98486.367188 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -98486.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -98611.171875 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -98611.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -98746.203125 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -98746.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -98885.898438 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -98885.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -98973.539062 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -98973.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -99120.210938 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -99120.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -99222.906250 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -99222.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -99239.648438 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -99239.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -99239.648438 Penalty: 3292.080078
	Iteration 16F: 3 clusters Score -99239.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31655 members 
Mstep: Class 4 contains 41105 members 
Mstep: Class 5 contains 222 members 
Mstep: Class 6 contains 27412 members 
Mstep: Class 7 contains 4428 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16245 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5883 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 67737 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 29012 members 
Mstep: Class 21 contains 253583 members 
Mstep: Class 22 contains 13760 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48905 members 
Mstep: Class 25 contains 131616 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10997 members 
Mstep: Class 28 contains 28252 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 541 members 
Entering Unmasked Estep 
Score: -122244048.000000 Penalty: 102059.687500
Splitting cluster 5 changes total score from -122245152.000000 to -122244048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (27412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Entering Unmasked Estep 
Score: -3437483.250000 Penalty: 2534.246338
	Iteration 0F: 2 clusters Score -3437483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -3418567.000000 Penalty: 5068.492676
	Iteration 0F: 3 clusters Score -3418567 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -3425537.750000 Penalty: 5068.492676
	Iteration 1F: 3 clusters Score -3425538 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3426313.000000 Penalty: 5068.492676
	Iteration 2F: 3 clusters Score -3426313 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3426982.500000 Penalty: 5068.492676
	Iteration 3F: 3 clusters Score -3426982 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -3427587.750000 Penalty: 5068.492676
	Iteration 4F: 3 clusters Score -3427588 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -3428139.500000 Penalty: 5068.492676
	Iteration 5Q: 3 clusters Score -3428140 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3428756.250000 Penalty: 5068.492676
	Iteration 6Q: 3 clusters Score -3428756 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -3429473.000000 Penalty: 5068.492676
	Iteration 7Q: 3 clusters Score -3429473 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -3430273.250000 Penalty: 5068.492676
	Iteration 8Q: 3 clusters Score -3430273 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -3431145.500000 Penalty: 5068.492676
	Iteration 9F: 3 clusters Score -3431146 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -3431934.500000 Penalty: 5068.492676
	Iteration 10Q: 3 clusters Score -3431934 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -3432581.250000 Penalty: 5068.492676
	Iteration 11Q: 3 clusters Score -3432581 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3433128.750000 Penalty: 5068.492676
	Iteration 12Q: 3 clusters Score -3433129 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -3433583.000000 Penalty: 5068.492676
	Iteration 13Q: 3 clusters Score -3433583 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -3433983.500000 Penalty: 5068.492676
	Iteration 14Q: 3 clusters Score -3433984 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -3434326.250000 Penalty: 5068.492676
	Iteration 15Q: 3 clusters Score -3434326 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -3434599.500000 Penalty: 5068.492676
	Iteration 16Q: 3 clusters Score -3434600 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -3434831.500000 Penalty: 5068.492676
	Iteration 17Q: 3 clusters Score -3434832 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3435032.000000 Penalty: 5068.492676
	Iteration 18Q: 3 clusters Score -3435032 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3435192.000000 Penalty: 5068.492676
	Iteration 19Q: 3 clusters Score -3435192 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3435340.750000 Penalty: 5068.492676
	Iteration 20F: 3 clusters Score -3435341 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -3435458.750000 Penalty: 5068.492676
	Iteration 21Q: 3 clusters Score -3435459 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3435596.500000 Penalty: 5068.492676
	Iteration 22Q: 3 clusters Score -3435596 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -3435713.250000 Penalty: 5068.492676
	Iteration 23Q: 3 clusters Score -3435713 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3435821.500000 Penalty: 5068.492676
	Iteration 24Q: 3 clusters Score -3435822 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -3435906.000000 Penalty: 5068.492676
	Iteration 25Q: 3 clusters Score -3435906 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22240 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -3435966.000000 Penalty: 5068.492676
	Iteration 26Q: 3 clusters Score -3435966 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -3436030.500000 Penalty: 5068.492676
	Iteration 27Q: 3 clusters Score -3436030 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -3436102.000000 Penalty: 5068.492676
	Iteration 28Q: 3 clusters Score -3436102 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -3436157.000000 Penalty: 5068.492676
	Iteration 29Q: 3 clusters Score -3436157 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -3436195.750000 Penalty: 5068.492676
	Iteration 30Q: 3 clusters Score -3436196 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -3436225.750000 Penalty: 5068.492676
	Iteration 31Q: 3 clusters Score -3436226 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -3436243.750000 Penalty: 5068.492676
	Iteration 32Q: 3 clusters Score -3436244 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3436256.500000 Penalty: 5068.492676
	Iteration 33Q: 3 clusters Score -3436256 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -3436292.500000 Penalty: 5068.492676
	Iteration 34Q: 3 clusters Score -3436292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -3436314.000000 Penalty: 5068.492676
	Iteration 35Q: 3 clusters Score -3436314 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3436332.750000 Penalty: 5068.492676
	Iteration 36Q: 3 clusters Score -3436333 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3436355.000000 Penalty: 5068.492676
	Iteration 37Q: 3 clusters Score -3436355 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3436367.000000 Penalty: 5068.492676
	Iteration 38Q: 3 clusters Score -3436367 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3436370.750000 Penalty: 5068.492676
	Iteration 39Q: 3 clusters Score -3436371 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3436399.500000 Penalty: 5068.492676
	Iteration 40F: 3 clusters Score -3436400 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -3436404.500000 Penalty: 5068.492676
	Iteration 41Q: 3 clusters Score -3436404 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3436405.750000 Penalty: 5068.492676
	Iteration 42Q: 3 clusters Score -3436406 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3436410.750000 Penalty: 5068.492676
	Iteration 43Q: 3 clusters Score -3436411 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3436411.750000 Penalty: 5068.492676
	Iteration 44Q: 3 clusters Score -3436412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3436417.500000 Penalty: 5068.492676
	Iteration 45Q: 3 clusters Score -3436418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3436433.750000 Penalty: 5068.492676
	Iteration 46Q: 3 clusters Score -3436434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -3436436.500000 Penalty: 5068.492676
	Iteration 47Q: 3 clusters Score -3436436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -3436438.000000 Penalty: 5068.492676
	Iteration 48Q: 3 clusters Score -3436438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3436437.750000 Penalty: 5068.492676
	Iteration 49Q: 3 clusters Score -3436438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -3436438.250000 Penalty: 5068.492676
	Iteration 50Q: 3 clusters Score -3436438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3436439.500000 Penalty: 5068.492676
	Iteration 51Q: 3 clusters Score -3436440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -3436437.750000 Penalty: 5068.492676
	Iteration 52Q: 3 clusters Score -3436438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3436432.750000 Penalty: 5068.492676
	Iteration 53Q: 3 clusters Score -3436433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -3436431.750000 Penalty: 5068.492676
	Iteration 54Q: 3 clusters Score -3436432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3436440.750000 Penalty: 5068.492676
	Iteration 55Q: 3 clusters Score -3436441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -3436444.250000 Penalty: 5068.492676
	Iteration 56Q: 3 clusters Score -3436444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -3436439.750000 Penalty: 5068.492676
	Iteration 57Q: 3 clusters Score -3436440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3436431.250000 Penalty: 5068.492676
	Iteration 58Q: 3 clusters Score -3436431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -3436428.000000 Penalty: 5068.492676
	Iteration 59Q: 3 clusters Score -3436428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -3436432.500000 Penalty: 5068.492676
	Iteration 60F: 3 clusters Score -3436432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3436429.750000 Penalty: 5068.492676
	Iteration 61Q: 3 clusters Score -3436430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -3436433.250000 Penalty: 5068.492676
	Iteration 62Q: 3 clusters Score -3436433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -3436437.750000 Penalty: 5068.492676
	Iteration 63Q: 3 clusters Score -3436438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -3436444.750000 Penalty: 5068.492676
	Iteration 64Q: 3 clusters Score -3436445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -3436445.500000 Penalty: 5068.492676
	Iteration 65Q: 3 clusters Score -3436446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3436447.250000 Penalty: 5068.492676
	Iteration 66Q: 3 clusters Score -3436447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -3436445.250000 Penalty: 5068.492676
	Iteration 67Q: 3 clusters Score -3436445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -3436444.250000 Penalty: 5068.492676
	Iteration 68Q: 3 clusters Score -3436444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -3436450.250000 Penalty: 5068.492676
	Iteration 69Q: 3 clusters Score -3436450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -3436446.500000 Penalty: 5068.492676
	Iteration 70Q: 3 clusters Score -3436446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3436442.250000 Penalty: 5068.492676
	Iteration 71Q: 3 clusters Score -3436442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3436439.750000 Penalty: 5068.492676
	Iteration 72Q: 3 clusters Score -3436440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -3436441.000000 Penalty: 5068.492676
	Iteration 73Q: 3 clusters Score -3436441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3436444.500000 Penalty: 5068.492676
	Iteration 74Q: 3 clusters Score -3436444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -3436443.250000 Penalty: 5068.492676
	Iteration 75Q: 3 clusters Score -3436443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3436445.250000 Penalty: 5068.492676
	Iteration 76Q: 3 clusters Score -3436445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -3436446.250000 Penalty: 5068.492676
	Iteration 77Q: 3 clusters Score -3436446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3436444.750000 Penalty: 5068.492676
	Iteration 78Q: 3 clusters Score -3436445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3436445.500000 Penalty: 5068.492676
	Iteration 79Q: 3 clusters Score -3436446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -3436445.000000 Penalty: 5068.492676
	Iteration 80F: 3 clusters Score -3436445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3436444.000000 Penalty: 5068.492676
	Iteration 81Q: 3 clusters Score -3436444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3436443.000000 Penalty: 5068.492676
	Iteration 82Q: 3 clusters Score -3436443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3436444.250000 Penalty: 5068.492676
	Iteration 83Q: 3 clusters Score -3436444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24132 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -3436444.000000 Penalty: 5068.492676
	Iteration 84Q: 3 clusters Score -3436444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3436445.500000 Penalty: 5068.492676
	Iteration 85Q: 3 clusters Score -3436446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3436443.750000 Penalty: 5068.492676
	Iteration 86Q: 3 clusters Score -3436444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3436441.250000 Penalty: 5068.492676
	Iteration 87Q: 3 clusters Score -3436441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3436445.000000 Penalty: 5068.492676
	Iteration 88Q: 3 clusters Score -3436445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -3436443.500000 Penalty: 5068.492676
	Iteration 89Q: 3 clusters Score -3436444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3436447.250000 Penalty: 5068.492676
	Iteration 90Q: 3 clusters Score -3436447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3436444.500000 Penalty: 5068.492676
	Iteration 91Q: 3 clusters Score -3436444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -3436446.750000 Penalty: 5068.492676
	Iteration 92Q: 3 clusters Score -3436447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -3436445.500000 Penalty: 5068.492676
	Iteration 93Q: 3 clusters Score -3436446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -3436445.250000 Penalty: 5068.492676
	Iteration 94Q: 3 clusters Score -3436445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -3436439.750000 Penalty: 5068.492676
	Iteration 95Q: 3 clusters Score -3436440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3436447.750000 Penalty: 5068.492676
	Iteration 96Q: 3 clusters Score -3436448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3436451.000000 Penalty: 5068.492676
	Iteration 97Q: 3 clusters Score -3436451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -3436449.750000 Penalty: 5068.492676
	Iteration 98Q: 3 clusters Score -3436450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3436451.750000 Penalty: 5068.492676
	Iteration 99Q: 3 clusters Score -3436452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -3436450.750000 Penalty: 5068.492676
	Iteration 100F: 3 clusters Score -3436451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3436457.500000 Penalty: 5068.492676
	Iteration 101Q: 3 clusters Score -3436458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -3436458.500000 Penalty: 5068.492676
	Iteration 102Q: 3 clusters Score -3436458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -3436459.750000 Penalty: 5068.492676
	Iteration 103Q: 3 clusters Score -3436460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -3436455.500000 Penalty: 5068.492676
	Iteration 104Q: 3 clusters Score -3436456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -3436453.500000 Penalty: 5068.492676
	Iteration 105Q: 3 clusters Score -3436454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3436460.750000 Penalty: 5068.492676
	Iteration 106Q: 3 clusters Score -3436461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -3436458.000000 Penalty: 5068.492676
	Iteration 107Q: 3 clusters Score -3436458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -3436455.000000 Penalty: 5068.492676
	Iteration 108Q: 3 clusters Score -3436455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3436455.250000 Penalty: 5068.492676
	Iteration 109Q: 3 clusters Score -3436455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3436457.000000 Penalty: 5068.492676
	Iteration 110Q: 3 clusters Score -3436457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3436457.500000 Penalty: 5068.492676
	Iteration 111Q: 3 clusters Score -3436458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3436458.000000 Penalty: 5068.492676
	Iteration 112Q: 3 clusters Score -3436458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -3436464.000000 Penalty: 5068.492676
	Iteration 113Q: 3 clusters Score -3436464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3436469.750000 Penalty: 5068.492676
	Iteration 114Q: 3 clusters Score -3436470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -3436473.500000 Penalty: 5068.492676
	Iteration 115Q: 3 clusters Score -3436474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -3436472.750000 Penalty: 5068.492676
	Iteration 116Q: 3 clusters Score -3436473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3436475.250000 Penalty: 5068.492676
	Iteration 117Q: 3 clusters Score -3436475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -3436483.250000 Penalty: 5068.492676
	Iteration 118Q: 3 clusters Score -3436483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3436480.750000 Penalty: 5068.492676
	Iteration 119Q: 3 clusters Score -3436481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3436478.750000 Penalty: 5068.492676
	Iteration 120F: 3 clusters Score -3436479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Entering Unmasked Estep 
Score: -571124.312500 Penalty: 2082.134521
	Iteration 0F: 2 clusters Score -571124.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -567008.500000 Penalty: 4164.269043
	Iteration 0F: 3 clusters Score -567008.5 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -567957.000000 Penalty: 4164.269043
	Iteration 1F: 3 clusters Score -567957 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -568221.375000 Penalty: 4164.269043
	Iteration 2F: 3 clusters Score -568221.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -568406.000000 Penalty: 4164.269043
	Iteration 3F: 3 clusters Score -568406 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -568545.250000 Penalty: 4164.269043
	Iteration 4Q: 3 clusters Score -568545.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -568651.312500 Penalty: 4164.269043
	Iteration 5Q: 3 clusters Score -568651.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -568739.125000 Penalty: 4164.269043
	Iteration 6Q: 3 clusters Score -568739.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -568820.000000 Penalty: 4164.269043
	Iteration 7Q: 3 clusters Score -568820 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -568892.250000 Penalty: 4164.269043
	Iteration 8Q: 3 clusters Score -568892.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -568951.937500 Penalty: 4164.269043
	Iteration 9Q: 3 clusters Score -568951.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -569003.562500 Penalty: 4164.269043
	Iteration 10Q: 3 clusters Score -569003.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -569048.687500 Penalty: 4164.269043
	Iteration 11Q: 3 clusters Score -569048.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -569082.875000 Penalty: 4164.269043
	Iteration 12Q: 3 clusters Score -569082.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -569107.687500 Penalty: 4164.269043
	Iteration 13Q: 3 clusters Score -569107.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -569128.687500 Penalty: 4164.269043
	Iteration 14Q: 3 clusters Score -569128.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -569147.687500 Penalty: 4164.269043
	Iteration 15Q: 3 clusters Score -569147.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -569163.875000 Penalty: 4164.269043
	Iteration 16Q: 3 clusters Score -569163.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -569171.875000 Penalty: 4164.269043
	Iteration 17Q: 3 clusters Score -569171.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -569177.812500 Penalty: 4164.269043
	Iteration 18Q: 3 clusters Score -569177.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -569182.250000 Penalty: 4164.269043
	Iteration 19Q: 3 clusters Score -569182.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -569188.375000 Penalty: 4164.269043
	Iteration 20F: 3 clusters Score -569188.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -569191.062500 Penalty: 4164.269043
	Iteration 21Q: 3 clusters Score -569191.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -569197.312500 Penalty: 4164.269043
	Iteration 22Q: 3 clusters Score -569197.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -569204.437500 Penalty: 4164.269043
	Iteration 23Q: 3 clusters Score -569204.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -569210.562500 Penalty: 4164.269043
	Iteration 24Q: 3 clusters Score -569210.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -569217.500000 Penalty: 4164.269043
	Iteration 25Q: 3 clusters Score -569217.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -569230.937500 Penalty: 4164.269043
	Iteration 26Q: 3 clusters Score -569230.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -569247.625000 Penalty: 4164.269043
	Iteration 27Q: 3 clusters Score -569247.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -569256.062500 Penalty: 4164.269043
	Iteration 28Q: 3 clusters Score -569256.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -569259.375000 Penalty: 4164.269043
	Iteration 29Q: 3 clusters Score -569259.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -569266.375000 Penalty: 4164.269043
	Iteration 30Q: 3 clusters Score -569266.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -569273.375000 Penalty: 4164.269043
	Iteration 31Q: 3 clusters Score -569273.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -569280.562500 Penalty: 4164.269043
	Iteration 32Q: 3 clusters Score -569280.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -569287.312500 Penalty: 4164.269043
	Iteration 33Q: 3 clusters Score -569287.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -569297.062500 Penalty: 4164.269043
	Iteration 34Q: 3 clusters Score -569297.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -569301.250000 Penalty: 4164.269043
	Iteration 35Q: 3 clusters Score -569301.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -569305.687500 Penalty: 4164.269043
	Iteration 36Q: 3 clusters Score -569305.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -569309.125000 Penalty: 4164.269043
	Iteration 37Q: 3 clusters Score -569309.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -569314.875000 Penalty: 4164.269043
	Iteration 38Q: 3 clusters Score -569314.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -569322.250000 Penalty: 4164.269043
	Iteration 39Q: 3 clusters Score -569322.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -569329.562500 Penalty: 4164.269043
	Iteration 40F: 3 clusters Score -569329.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -569334.125000 Penalty: 4164.269043
	Iteration 41Q: 3 clusters Score -569334.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -569343.250000 Penalty: 4164.269043
	Iteration 42Q: 3 clusters Score -569343.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -569353.125000 Penalty: 4164.269043
	Iteration 43Q: 3 clusters Score -569353.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -569359.937500 Penalty: 4164.269043
	Iteration 44Q: 3 clusters Score -569359.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -569368.500000 Penalty: 4164.269043
	Iteration 45Q: 3 clusters Score -569368.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -569372.875000 Penalty: 4164.269043
	Iteration 46Q: 3 clusters Score -569372.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -569377.875000 Penalty: 4164.269043
	Iteration 47Q: 3 clusters Score -569377.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -569383.937500 Penalty: 4164.269043
	Iteration 48Q: 3 clusters Score -569383.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -569391.562500 Penalty: 4164.269043
	Iteration 49Q: 3 clusters Score -569391.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -569401.000000 Penalty: 4164.269043
	Iteration 50Q: 3 clusters Score -569401 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -569411.062500 Penalty: 4164.269043
	Iteration 51Q: 3 clusters Score -569411.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -569421.812500 Penalty: 4164.269043
	Iteration 52Q: 3 clusters Score -569421.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -569430.000000 Penalty: 4164.269043
	Iteration 53Q: 3 clusters Score -569430 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -569444.500000 Penalty: 4164.269043
	Iteration 54Q: 3 clusters Score -569444.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -569455.812500 Penalty: 4164.269043
	Iteration 55Q: 3 clusters Score -569455.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -569466.687500 Penalty: 4164.269043
	Iteration 56Q: 3 clusters Score -569466.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -569477.750000 Penalty: 4164.269043
	Iteration 57Q: 3 clusters Score -569477.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -569490.812500 Penalty: 4164.269043
	Iteration 58Q: 3 clusters Score -569490.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -569504.062500 Penalty: 4164.269043
	Iteration 59Q: 3 clusters Score -569504.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -569519.500000 Penalty: 4164.269043
	Iteration 60F: 3 clusters Score -569519.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -569535.500000 Penalty: 4164.269043
	Iteration 61Q: 3 clusters Score -569535.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -569547.812500 Penalty: 4164.269043
	Iteration 62Q: 3 clusters Score -569547.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -569552.937500 Penalty: 4164.269043
	Iteration 63Q: 3 clusters Score -569552.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -569561.562500 Penalty: 4164.269043
	Iteration 64Q: 3 clusters Score -569561.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -569567.000000 Penalty: 4164.269043
	Iteration 65Q: 3 clusters Score -569567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -569572.375000 Penalty: 4164.269043
	Iteration 66Q: 3 clusters Score -569572.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -569576.125000 Penalty: 4164.269043
	Iteration 67Q: 3 clusters Score -569576.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -569581.812500 Penalty: 4164.269043
	Iteration 68Q: 3 clusters Score -569581.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -569586.500000 Penalty: 4164.269043
	Iteration 69Q: 3 clusters Score -569586.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -569590.875000 Penalty: 4164.269043
	Iteration 70Q: 3 clusters Score -569590.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -569594.562500 Penalty: 4164.269043
	Iteration 71Q: 3 clusters Score -569594.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -569597.937500 Penalty: 4164.269043
	Iteration 72Q: 3 clusters Score -569597.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -569601.812500 Penalty: 4164.269043
	Iteration 73Q: 3 clusters Score -569601.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -569606.000000 Penalty: 4164.269043
	Iteration 74Q: 3 clusters Score -569606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -569607.125000 Penalty: 4164.269043
	Iteration 75Q: 3 clusters Score -569607.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -569608.687500 Penalty: 4164.269043
	Iteration 76Q: 3 clusters Score -569608.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -569611.500000 Penalty: 4164.269043
	Iteration 77Q: 3 clusters Score -569611.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -569613.375000 Penalty: 4164.269043
	Iteration 78Q: 3 clusters Score -569613.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -569612.937500 Penalty: 4164.269043
	Iteration 79Q: 3 clusters Score -569612.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -569614.500000 Penalty: 4164.269043
	Iteration 80F: 3 clusters Score -569614.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -435132.750000 Penalty: 1990.490112
	Iteration 0F: 2 clusters Score -435132.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -431810.312500 Penalty: 3980.980225
	Iteration 0F: 3 clusters Score -431810.3 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -432439.218750 Penalty: 3980.980225
	Iteration 1F: 3 clusters Score -432439.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -432613.281250 Penalty: 3980.980225
	Iteration 2F: 3 clusters Score -432613.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -432724.937500 Penalty: 3980.980225
	Iteration 3F: 3 clusters Score -432724.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -432787.812500 Penalty: 3980.980225
	Iteration 4Q: 3 clusters Score -432787.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -432837.968750 Penalty: 3980.980225
	Iteration 5Q: 3 clusters Score -432838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -432874.968750 Penalty: 3980.980225
	Iteration 6Q: 3 clusters Score -432875 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -432902.687500 Penalty: 3980.980225
	Iteration 7Q: 3 clusters Score -432902.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -432922.062500 Penalty: 3980.980225
	Iteration 8Q: 3 clusters Score -432922.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -432940.375000 Penalty: 3980.980225
	Iteration 9Q: 3 clusters Score -432940.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -432958.468750 Penalty: 3980.980225
	Iteration 10Q: 3 clusters Score -432958.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -432971.781250 Penalty: 3980.980225
	Iteration 11Q: 3 clusters Score -432971.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -432983.562500 Penalty: 3980.980225
	Iteration 12Q: 3 clusters Score -432983.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -432996.843750 Penalty: 3980.980225
	Iteration 13Q: 3 clusters Score -432996.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -433003.093750 Penalty: 3980.980225
	Iteration 14Q: 3 clusters Score -433003.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -433009.687500 Penalty: 3980.980225
	Iteration 15Q: 3 clusters Score -433009.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -433014.343750 Penalty: 3980.980225
	Iteration 16Q: 3 clusters Score -433014.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -433016.406250 Penalty: 3980.980225
	Iteration 17Q: 3 clusters Score -433016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -433018.343750 Penalty: 3980.980225
	Iteration 18Q: 3 clusters Score -433018.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -433019.843750 Penalty: 3980.980225
	Iteration 19Q: 3 clusters Score -433019.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -433020.406250 Penalty: 3980.980225
	Iteration 20F: 3 clusters Score -433020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -433021.187500 Penalty: 3980.980225
	Iteration 21Q: 3 clusters Score -433021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -433021.781250 Penalty: 3980.980225
	Iteration 22Q: 3 clusters Score -433021.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -433021.781250 Penalty: 3980.980225
	Iteration 23F: 3 clusters Score -433021.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -445859.468750 Penalty: 2019.952271
	Iteration 0F: 2 clusters Score -445859.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -442394.687500 Penalty: 4039.904541
	Iteration 0F: 3 clusters Score -442394.7 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -443323.843750 Penalty: 4039.904541
	Iteration 1F: 3 clusters Score -443323.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -443653.687500 Penalty: 4039.904541
	Iteration 2F: 3 clusters Score -443653.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -443871.625000 Penalty: 4039.904541
	Iteration 3F: 3 clusters Score -443871.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -444102.031250 Penalty: 4039.904541
	Iteration 4F: 3 clusters Score -444102 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -444323.093750 Penalty: 4039.904541
	Iteration 5F: 3 clusters Score -444323.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -444541.593750 Penalty: 4039.904541
	Iteration 6F: 3 clusters Score -444541.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -444759.093750 Penalty: 4039.904541
	Iteration 7Q: 3 clusters Score -444759.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -444988.250000 Penalty: 4039.904541
	Iteration 8Q: 3 clusters Score -444988.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -445171.375000 Penalty: 4039.904541
	Iteration 9Q: 3 clusters Score -445171.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -445298.281250 Penalty: 4039.904541
	Iteration 10Q: 3 clusters Score -445298.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -445357.000000 Penalty: 4039.904541
	Iteration 11Q: 3 clusters Score -445357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -445379.500000 Penalty: 4039.904541
	Iteration 12Q: 3 clusters Score -445379.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -445391.625000 Penalty: 4039.904541
	Iteration 13Q: 3 clusters Score -445391.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -445393.687500 Penalty: 4039.904541
	Iteration 14Q: 3 clusters Score -445393.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -445399.281250 Penalty: 4039.904541
	Iteration 15Q: 3 clusters Score -445399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -445401.937500 Penalty: 4039.904541
	Iteration 16Q: 3 clusters Score -445401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -445403.500000 Penalty: 4039.904541
	Iteration 17Q: 3 clusters Score -445403.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -445406.406250 Penalty: 4039.904541
	Iteration 18Q: 3 clusters Score -445406.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -445409.218750 Penalty: 4039.904541
	Iteration 19Q: 3 clusters Score -445409.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -445411.718750 Penalty: 4039.904541
	Iteration 20F: 3 clusters Score -445411.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -445414.437500 Penalty: 4039.904541
	Iteration 21Q: 3 clusters Score -445414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -445417.656250 Penalty: 4039.904541
	Iteration 22Q: 3 clusters Score -445417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -445422.437500 Penalty: 4039.904541
	Iteration 23Q: 3 clusters Score -445422.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -445425.531250 Penalty: 4039.904541
	Iteration 24Q: 3 clusters Score -445425.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -445428.031250 Penalty: 4039.904541
	Iteration 25Q: 3 clusters Score -445428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -445428.031250 Penalty: 4039.904541
	Iteration 26F: 3 clusters Score -445428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -167341.640625 Penalty: 1764.865723
	Iteration 0F: 2 clusters Score -167341.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -165281.890625 Penalty: 3529.731445
	Iteration 0F: 3 clusters Score -165281.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -165638.453125 Penalty: 3529.731445
	Iteration 1F: 3 clusters Score -165638.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -165723.093750 Penalty: 3529.731445
	Iteration 2F: 3 clusters Score -165723.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -165754.140625 Penalty: 3529.731445
	Iteration 3Q: 3 clusters Score -165754.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -165775.468750 Penalty: 3529.731445
	Iteration 4Q: 3 clusters Score -165775.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -165789.187500 Penalty: 3529.731445
	Iteration 5Q: 3 clusters Score -165789.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -165795.406250 Penalty: 3529.731445
	Iteration 6Q: 3 clusters Score -165795.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -165804.359375 Penalty: 3529.731445
	Iteration 7Q: 3 clusters Score -165804.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -165811.500000 Penalty: 3529.731445
	Iteration 8Q: 3 clusters Score -165811.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -165815.593750 Penalty: 3529.731445
	Iteration 9Q: 3 clusters Score -165815.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -165816.765625 Penalty: 3529.731445
	Iteration 10Q: 3 clusters Score -165816.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -165817.546875 Penalty: 3529.731445
	Iteration 11Q: 3 clusters Score -165817.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -165817.546875 Penalty: 3529.731445
	Iteration 12F: 3 clusters Score -165817.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Entering Unmasked Estep 
Score: -2217298.500000 Penalty: 2404.494141
	Iteration 0F: 2 clusters Score -2217298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2205638.500000 Penalty: 4808.988281
	Iteration 0F: 3 clusters Score -2205638 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -2209388.000000 Penalty: 4808.988281
	Iteration 1F: 3 clusters Score -2209388 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2209753.000000 Penalty: 4808.988281
	Iteration 2F: 3 clusters Score -2209753 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2210050.250000 Penalty: 4808.988281
	Iteration 3Q: 3 clusters Score -2210050 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2210304.000000 Penalty: 4808.988281
	Iteration 4Q: 3 clusters Score -2210304 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -2210541.750000 Penalty: 4808.988281
	Iteration 5Q: 3 clusters Score -2210542 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2210820.500000 Penalty: 4808.988281
	Iteration 6Q: 3 clusters Score -2210820 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2211152.250000 Penalty: 4808.988281
	Iteration 7Q: 3 clusters Score -2211152 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2211617.250000 Penalty: 4808.988281
	Iteration 8Q: 3 clusters Score -2211617 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2212264.750000 Penalty: 4808.988281
	Iteration 9F: 3 clusters Score -2212265 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2212959.250000 Penalty: 4808.988281
	Iteration 10F: 3 clusters Score -2212959 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2213628.250000 Penalty: 4808.988281
	Iteration 11Q: 3 clusters Score -2213628 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2214197.000000 Penalty: 4808.988281
	Iteration 12Q: 3 clusters Score -2214197 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2214565.750000 Penalty: 4808.988281
	Iteration 13Q: 3 clusters Score -2214566 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2214826.750000 Penalty: 4808.988281
	Iteration 14Q: 3 clusters Score -2214827 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2214954.250000 Penalty: 4808.988281
	Iteration 15Q: 3 clusters Score -2214954 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2215028.000000 Penalty: 4808.988281
	Iteration 16Q: 3 clusters Score -2215028 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2215076.500000 Penalty: 4808.988281
	Iteration 17Q: 3 clusters Score -2215076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2215112.000000 Penalty: 4808.988281
	Iteration 18Q: 3 clusters Score -2215112 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2215149.250000 Penalty: 4808.988281
	Iteration 19Q: 3 clusters Score -2215149 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2215180.250000 Penalty: 4808.988281
	Iteration 20F: 3 clusters Score -2215180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2215200.750000 Penalty: 4808.988281
	Iteration 21Q: 3 clusters Score -2215201 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2215216.000000 Penalty: 4808.988281
	Iteration 22Q: 3 clusters Score -2215216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2215236.250000 Penalty: 4808.988281
	Iteration 23Q: 3 clusters Score -2215236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2215245.250000 Penalty: 4808.988281
	Iteration 24Q: 3 clusters Score -2215245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -2215258.750000 Penalty: 4808.988281
	Iteration 25Q: 3 clusters Score -2215259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2215265.500000 Penalty: 4808.988281
	Iteration 26Q: 3 clusters Score -2215266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2215273.000000 Penalty: 4808.988281
	Iteration 27Q: 3 clusters Score -2215273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2215281.000000 Penalty: 4808.988281
	Iteration 28Q: 3 clusters Score -2215281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2215285.250000 Penalty: 4808.988281
	Iteration 29Q: 3 clusters Score -2215285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15493 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2215297.750000 Penalty: 4808.988281
	Iteration 30Q: 3 clusters Score -2215298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2215300.500000 Penalty: 4808.988281
	Iteration 31Q: 3 clusters Score -2215300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2215307.000000 Penalty: 4808.988281
	Iteration 32Q: 3 clusters Score -2215307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -2215320.250000 Penalty: 4808.988281
	Iteration 33Q: 3 clusters Score -2215320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15535 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2215324.000000 Penalty: 4808.988281
	Iteration 34Q: 3 clusters Score -2215324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2215328.500000 Penalty: 4808.988281
	Iteration 35Q: 3 clusters Score -2215328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2215329.500000 Penalty: 4808.988281
	Iteration 36Q: 3 clusters Score -2215330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2215334.500000 Penalty: 4808.988281
	Iteration 37Q: 3 clusters Score -2215334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2215336.000000 Penalty: 4808.988281
	Iteration 38Q: 3 clusters Score -2215336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2215342.750000 Penalty: 4808.988281
	Iteration 39Q: 3 clusters Score -2215343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2215343.750000 Penalty: 4808.988281
	Iteration 40F: 3 clusters Score -2215344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2215345.750000 Penalty: 4808.988281
	Iteration 41Q: 3 clusters Score -2215346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2215346.500000 Penalty: 4808.988281
	Iteration 42Q: 3 clusters Score -2215346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2215344.250000 Penalty: 4808.988281
	Iteration 43Q: 3 clusters Score -2215344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2215347.000000 Penalty: 4808.988281
	Iteration 44Q: 3 clusters Score -2215347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2215347.000000 Penalty: 4808.988281
	Iteration 45F: 3 clusters Score -2215347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Entering Unmasked Estep 
Score: -58774.000000 Penalty: 1518.378174
	Iteration 0F: 2 clusters Score -58774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57350.687500 Penalty: 3036.756348
	Iteration 0F: 3 clusters Score -57350.69 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -57599.312500 Penalty: 3036.756348
	Iteration 1F: 3 clusters Score -57599.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -57722.894531 Penalty: 3036.756348
	Iteration 2F: 3 clusters Score -57722.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57807.628906 Penalty: 3036.756348
	Iteration 3Q: 3 clusters Score -57807.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -57960.214844 Penalty: 3036.756348
	Iteration 4Q: 3 clusters Score -57960.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -58168.578125 Penalty: 3036.756348
	Iteration 5Q: 3 clusters Score -58168.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -58276.593750 Penalty: 3036.756348
	Iteration 6F: 3 clusters Score -58276.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58385.105469 Penalty: 3036.756348
	Iteration 7F: 3 clusters Score -58385.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58463.683594 Penalty: 3036.756348
	Iteration 8Q: 3 clusters Score -58463.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58574.199219 Penalty: 3036.756348
	Iteration 9Q: 3 clusters Score -58574.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58615.343750 Penalty: 3036.756348
	Iteration 10Q: 3 clusters Score -58615.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58635.167969 Penalty: 3036.756348
	Iteration 11Q: 3 clusters Score -58635.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58640.785156 Penalty: 3036.756348
	Iteration 12Q: 3 clusters Score -58640.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58648.292969 Penalty: 3036.756348
	Iteration 13Q: 3 clusters Score -58648.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -58666.320312 Penalty: 3036.756348
	Iteration 14Q: 3 clusters Score -58666.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -58673.132812 Penalty: 3036.756348
	Iteration 15Q: 3 clusters Score -58673.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58675.136719 Penalty: 3036.756348
	Iteration 16Q: 3 clusters Score -58675.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -58675.136719 Penalty: 3036.756348
	Iteration 17F: 3 clusters Score -58675.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27452.921875 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27452.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26256.810547 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26256.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26379.580078 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26379.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26432.466797 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -26432.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26465.736328 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26465.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26488.701172 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -26488.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26519.494141 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -26519.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26542.738281 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -26542.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26542.738281 Penalty: 2726.595459
	Iteration 7F: 3 clusters Score -26542.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Entering Unmasked Estep 
Score: -793631.312500 Penalty: 2152.595947
	Iteration 0F: 2 clusters Score -793631.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -788608.937500 Penalty: 4305.191895
	Iteration 0F: 3 clusters Score -788608.9 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -789902.875000 Penalty: 4305.191895
	Iteration 1F: 3 clusters Score -789902.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -790198.187500 Penalty: 4305.191895
	Iteration 2F: 3 clusters Score -790198.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -790418.750000 Penalty: 4305.191895
	Iteration 3F: 3 clusters Score -790418.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -790674.812500 Penalty: 4305.191895
	Iteration 4F: 3 clusters Score -790674.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -791007.937500 Penalty: 4305.191895
	Iteration 5F: 3 clusters Score -791007.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -791369.812500 Penalty: 4305.191895
	Iteration 6F: 3 clusters Score -791369.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -791661.062500 Penalty: 4305.191895
	Iteration 7F: 3 clusters Score -791661.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -791863.437500 Penalty: 4305.191895
	Iteration 8Q: 3 clusters Score -791863.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -792025.000000 Penalty: 4305.191895
	Iteration 9Q: 3 clusters Score -792025 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -792122.500000 Penalty: 4305.191895
	Iteration 10Q: 3 clusters Score -792122.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -792184.187500 Penalty: 4305.191895
	Iteration 11Q: 3 clusters Score -792184.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -792233.062500 Penalty: 4305.191895
	Iteration 12Q: 3 clusters Score -792233.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -792269.312500 Penalty: 4305.191895
	Iteration 13Q: 3 clusters Score -792269.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -792296.625000 Penalty: 4305.191895
	Iteration 14Q: 3 clusters Score -792296.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -792326.625000 Penalty: 4305.191895
	Iteration 15Q: 3 clusters Score -792326.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -792347.562500 Penalty: 4305.191895
	Iteration 16Q: 3 clusters Score -792347.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -792360.375000 Penalty: 4305.191895
	Iteration 17Q: 3 clusters Score -792360.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -792370.000000 Penalty: 4305.191895
	Iteration 18Q: 3 clusters Score -792370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -792379.187500 Penalty: 4305.191895
	Iteration 19Q: 3 clusters Score -792379.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -792385.562500 Penalty: 4305.191895
	Iteration 20F: 3 clusters Score -792385.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -792390.187500 Penalty: 4305.191895
	Iteration 21Q: 3 clusters Score -792390.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -792395.687500 Penalty: 4305.191895
	Iteration 22Q: 3 clusters Score -792395.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -792402.500000 Penalty: 4305.191895
	Iteration 23Q: 3 clusters Score -792402.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -792407.625000 Penalty: 4305.191895
	Iteration 24Q: 3 clusters Score -792407.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -792419.375000 Penalty: 4305.191895
	Iteration 25Q: 3 clusters Score -792419.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -792425.687500 Penalty: 4305.191895
	Iteration 26Q: 3 clusters Score -792425.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -792430.687500 Penalty: 4305.191895
	Iteration 27Q: 3 clusters Score -792430.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -792429.937500 Penalty: 4305.191895
	Iteration 28Q: 3 clusters Score -792429.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -792434.500000 Penalty: 4305.191895
	Iteration 29Q: 3 clusters Score -792434.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -792436.312500 Penalty: 4305.191895
	Iteration 30Q: 3 clusters Score -792436.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -792441.375000 Penalty: 4305.191895
	Iteration 31Q: 3 clusters Score -792441.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -792442.562500 Penalty: 4305.191895
	Iteration 32Q: 3 clusters Score -792442.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -792444.062500 Penalty: 4305.191895
	Iteration 33Q: 3 clusters Score -792444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -792447.562500 Penalty: 4305.191895
	Iteration 34Q: 3 clusters Score -792447.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -792448.875000 Penalty: 4305.191895
	Iteration 35Q: 3 clusters Score -792448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -792450.250000 Penalty: 4305.191895
	Iteration 36Q: 3 clusters Score -792450.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -792451.000000 Penalty: 4305.191895
	Iteration 37Q: 3 clusters Score -792451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -792453.812500 Penalty: 4305.191895
	Iteration 38Q: 3 clusters Score -792453.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -792456.000000 Penalty: 4305.191895
	Iteration 39Q: 3 clusters Score -792456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -792457.125000 Penalty: 4305.191895
	Iteration 40F: 3 clusters Score -792457.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -792459.125000 Penalty: 4305.191895
	Iteration 41Q: 3 clusters Score -792459.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -792461.500000 Penalty: 4305.191895
	Iteration 42Q: 3 clusters Score -792461.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -792463.312500 Penalty: 4305.191895
	Iteration 43Q: 3 clusters Score -792463.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -792465.937500 Penalty: 4305.191895
	Iteration 44Q: 3 clusters Score -792465.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -792470.312500 Penalty: 4305.191895
	Iteration 45Q: 3 clusters Score -792470.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -792476.625000 Penalty: 4305.191895
	Iteration 46Q: 3 clusters Score -792476.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -792482.812500 Penalty: 4305.191895
	Iteration 47Q: 3 clusters Score -792482.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -792489.562500 Penalty: 4305.191895
	Iteration 48Q: 3 clusters Score -792489.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -792495.187500 Penalty: 4305.191895
	Iteration 49Q: 3 clusters Score -792495.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -792501.562500 Penalty: 4305.191895
	Iteration 50Q: 3 clusters Score -792501.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -792509.375000 Penalty: 4305.191895
	Iteration 51Q: 3 clusters Score -792509.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -792515.937500 Penalty: 4305.191895
	Iteration 52Q: 3 clusters Score -792515.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -792521.062500 Penalty: 4305.191895
	Iteration 53Q: 3 clusters Score -792521.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -792524.875000 Penalty: 4305.191895
	Iteration 54Q: 3 clusters Score -792524.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -792527.750000 Penalty: 4305.191895
	Iteration 55Q: 3 clusters Score -792527.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -792528.312500 Penalty: 4305.191895
	Iteration 56Q: 3 clusters Score -792528.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -792528.687500 Penalty: 4305.191895
	Iteration 57Q: 3 clusters Score -792528.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -792530.062500 Penalty: 4305.191895
	Iteration 58Q: 3 clusters Score -792530.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -792533.937500 Penalty: 4305.191895
	Iteration 59Q: 3 clusters Score -792533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -792537.625000 Penalty: 4305.191895
	Iteration 60F: 3 clusters Score -792537.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -792535.750000 Penalty: 4305.191895
	Iteration 61Q: 3 clusters Score -792535.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -792536.687500 Penalty: 4305.191895
	Iteration 62Q: 3 clusters Score -792536.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -792538.062500 Penalty: 4305.191895
	Iteration 63Q: 3 clusters Score -792538.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -792538.812500 Penalty: 4305.191895
	Iteration 64Q: 3 clusters Score -792538.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -792537.687500 Penalty: 4305.191895
	Iteration 65Q: 3 clusters Score -792537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -792538.062500 Penalty: 4305.191895
	Iteration 66Q: 3 clusters Score -792538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -792540.375000 Penalty: 4305.191895
	Iteration 67Q: 3 clusters Score -792540.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -792540.375000 Penalty: 4305.191895
	Iteration 68F: 3 clusters Score -792540.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Entering Unmasked Estep 
Score: -1039585.875000 Penalty: 2213.743408
	Iteration 0F: 2 clusters Score -1039586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1033499.437500 Penalty: 4427.486816
	Iteration 0F: 3 clusters Score -1033499 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1035189.187500 Penalty: 4427.486816
	Iteration 1F: 3 clusters Score -1035189 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -1035511.375000 Penalty: 4427.486816
	Iteration 2F: 3 clusters Score -1035511 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1035755.312500 Penalty: 4427.486816
	Iteration 3F: 3 clusters Score -1035755 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1036011.625000 Penalty: 4427.486816
	Iteration 4F: 3 clusters Score -1036012 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1036296.250000 Penalty: 4427.486816
	Iteration 5F: 3 clusters Score -1036296 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1036611.312500 Penalty: 4427.486816
	Iteration 6F: 3 clusters Score -1036611 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1036913.187500 Penalty: 4427.486816
	Iteration 7F: 3 clusters Score -1036913 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1037193.250000 Penalty: 4427.486816
	Iteration 8Q: 3 clusters Score -1037193 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1037400.625000 Penalty: 4427.486816
	Iteration 9Q: 3 clusters Score -1037401 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1037551.812500 Penalty: 4427.486816
	Iteration 10Q: 3 clusters Score -1037552 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1037687.562500 Penalty: 4427.486816
	Iteration 11Q: 3 clusters Score -1037688 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1037805.375000 Penalty: 4427.486816
	Iteration 12Q: 3 clusters Score -1037805 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1037899.937500 Penalty: 4427.486816
	Iteration 13Q: 3 clusters Score -1037900 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1038001.625000 Penalty: 4427.486816
	Iteration 14Q: 3 clusters Score -1038002 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1038086.312500 Penalty: 4427.486816
	Iteration 15Q: 3 clusters Score -1038086 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1038159.250000 Penalty: 4427.486816
	Iteration 16Q: 3 clusters Score -1038159 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1038214.812500 Penalty: 4427.486816
	Iteration 17Q: 3 clusters Score -1038215 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1038265.250000 Penalty: 4427.486816
	Iteration 18Q: 3 clusters Score -1038265 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1038323.687500 Penalty: 4427.486816
	Iteration 19Q: 3 clusters Score -1038324 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1038378.687500 Penalty: 4427.486816
	Iteration 20F: 3 clusters Score -1038379 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1038412.125000 Penalty: 4427.486816
	Iteration 21Q: 3 clusters Score -1038412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1038456.062500 Penalty: 4427.486816
	Iteration 22Q: 3 clusters Score -1038456 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1038513.437500 Penalty: 4427.486816
	Iteration 23Q: 3 clusters Score -1038513 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1038575.125000 Penalty: 4427.486816
	Iteration 24Q: 3 clusters Score -1038575 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1038646.562500 Penalty: 4427.486816
	Iteration 25Q: 3 clusters Score -1038647 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1038730.625000 Penalty: 4427.486816
	Iteration 26Q: 3 clusters Score -1038731 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1038791.000000 Penalty: 4427.486816
	Iteration 27Q: 3 clusters Score -1038791 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1038831.437500 Penalty: 4427.486816
	Iteration 28Q: 3 clusters Score -1038831 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1038855.937500 Penalty: 4427.486816
	Iteration 29Q: 3 clusters Score -1038856 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1038874.500000 Penalty: 4427.486816
	Iteration 30Q: 3 clusters Score -1038874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1038879.812500 Penalty: 4427.486816
	Iteration 31Q: 3 clusters Score -1038880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1038887.062500 Penalty: 4427.486816
	Iteration 32Q: 3 clusters Score -1038887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1038892.875000 Penalty: 4427.486816
	Iteration 33Q: 3 clusters Score -1038893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1038893.812500 Penalty: 4427.486816
	Iteration 34Q: 3 clusters Score -1038894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1038894.500000 Penalty: 4427.486816
	Iteration 35Q: 3 clusters Score -1038894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1038897.500000 Penalty: 4427.486816
	Iteration 36Q: 3 clusters Score -1038898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1038898.812500 Penalty: 4427.486816
	Iteration 37Q: 3 clusters Score -1038899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1038899.812500 Penalty: 4427.486816
	Iteration 38Q: 3 clusters Score -1038900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1038900.562500 Penalty: 4427.486816
	Iteration 39Q: 3 clusters Score -1038901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1038900.937500 Penalty: 4427.486816
	Iteration 40F: 3 clusters Score -1038901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1038900.937500 Penalty: 4427.486816
	Iteration 41Q: 3 clusters Score -1038901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1038900.937500 Penalty: 4427.486816
	Iteration 42F: 3 clusters Score -1038901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (67737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67737 members 
Entering Unmasked Estep 
Score: -8995707.000000 Penalty: 2758.600342
	Iteration 0F: 2 clusters Score -8995707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 34179 members 
Entering Unmasked Estep 
Score: -8950112.000000 Penalty: 5517.200684
	Iteration 0F: 3 clusters Score -8950112 nChanged 31695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -8968184.000000 Penalty: 5517.200684
	Iteration 1F: 3 clusters Score -8968184 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -8969421.000000 Penalty: 5517.200684
	Iteration 2Q: 3 clusters Score -8969421 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -8971254.000000 Penalty: 5517.200684
	Iteration 3F: 3 clusters Score -8971254 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -8974196.000000 Penalty: 5517.200684
	Iteration 4F: 3 clusters Score -8974196 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -8978719.000000 Penalty: 5517.200684
	Iteration 5F: 3 clusters Score -8978719 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -8983986.000000 Penalty: 5517.200684
	Iteration 6F: 3 clusters Score -8983986 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 61428 members 
Entering Unmasked Estep 
Score: -8988253.000000 Penalty: 5517.200684
	Iteration 7F: 3 clusters Score -8988253 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 64295 members 
Entering Unmasked Estep 
Score: -8990983.000000 Penalty: 5517.200684
	Iteration 8Q: 3 clusters Score -8990983 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 65831 members 
Entering Unmasked Estep 
Score: -8992296.000000 Penalty: 5517.200684
	Iteration 9Q: 3 clusters Score -8992296 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 66536 members 
Entering Unmasked Estep 
Score: -8992828.000000 Penalty: 5517.200684
	Iteration 10Q: 3 clusters Score -8992828 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 66869 members 
Entering Unmasked Estep 
Score: -8993138.000000 Penalty: 5517.200684
	Iteration 11Q: 3 clusters Score -8993138 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 67037 members 
Entering Unmasked Estep 
Score: -8993304.000000 Penalty: 5517.200684
	Iteration 12Q: 3 clusters Score -8993304 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 67132 members 
Entering Unmasked Estep 
Score: -8993357.000000 Penalty: 5517.200684
	Iteration 13Q: 3 clusters Score -8993357 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 67181 members 
Entering Unmasked Estep 
Score: -8993398.000000 Penalty: 5517.200684
	Iteration 14Q: 3 clusters Score -8993398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 67214 members 
Entering Unmasked Estep 
Score: -8993446.000000 Penalty: 5517.200684
	Iteration 15Q: 3 clusters Score -8993446 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 67239 members 
Entering Unmasked Estep 
Score: -8993476.000000 Penalty: 5517.200684
	Iteration 16Q: 3 clusters Score -8993476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 67251 members 
Entering Unmasked Estep 
Score: -8993493.000000 Penalty: 5517.200684
	Iteration 17Q: 3 clusters Score -8993493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -8993498.000000 Penalty: 5517.200684
	Iteration 18Q: 3 clusters Score -8993498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 67265 members 
Entering Unmasked Estep 
Score: -8993515.000000 Penalty: 5517.200684
	Iteration 19Q: 3 clusters Score -8993515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 67272 members 
Entering Unmasked Estep 
Score: -8993533.000000 Penalty: 5517.200684
	Iteration 20F: 3 clusters Score -8993533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -8993539.000000 Penalty: 5517.200684
	Iteration 21Q: 3 clusters Score -8993539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -8993545.000000 Penalty: 5517.200684
	Iteration 22Q: 3 clusters Score -8993545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -8993547.000000 Penalty: 5517.200684
	Iteration 23Q: 3 clusters Score -8993547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -8993547.000000 Penalty: 5517.200684
	Iteration 24Q: 3 clusters Score -8993547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 67291 members 
Entering Unmasked Estep 
Score: -8993557.000000 Penalty: 5517.200684
	Iteration 25Q: 3 clusters Score -8993557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 67292 members 
Entering Unmasked Estep 
Score: -8993553.000000 Penalty: 5517.200684
	Iteration 26Q: 3 clusters Score -8993553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 67290 members 
Entering Unmasked Estep 
Score: -8993564.000000 Penalty: 5517.200684
	Iteration 27Q: 3 clusters Score -8993564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 67291 members 
Entering Unmasked Estep 
Score: -8993580.000000 Penalty: 5517.200684
	Iteration 28Q: 3 clusters Score -8993580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 67286 members 
Entering Unmasked Estep 
Score: -8993588.000000 Penalty: 5517.200684
	Iteration 29Q: 3 clusters Score -8993588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 67285 members 
Entering Unmasked Estep 
Score: -8993590.000000 Penalty: 5517.200684
	Iteration 30Q: 3 clusters Score -8993590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -8993594.000000 Penalty: 5517.200684
	Iteration 31Q: 3 clusters Score -8993594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 67281 members 
Entering Unmasked Estep 
Score: -8993596.000000 Penalty: 5517.200684
	Iteration 32Q: 3 clusters Score -8993596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -8993600.000000 Penalty: 5517.200684
	Iteration 33Q: 3 clusters Score -8993600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 67282 members 
Entering Unmasked Estep 
Score: -8993602.000000 Penalty: 5517.200684
	Iteration 34Q: 3 clusters Score -8993602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 67279 members 
Entering Unmasked Estep 
Score: -8993608.000000 Penalty: 5517.200684
	Iteration 35Q: 3 clusters Score -8993608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -8993608.000000 Penalty: 5517.200684
	Iteration 36Q: 3 clusters Score -8993608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -8993608.000000 Penalty: 5517.200684
	Iteration 37F: 3 clusters Score -8993608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -50213.214844 Penalty: 1490.185669
	Iteration 0F: 2 clusters Score -50213.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48828.820312 Penalty: 2980.371338
	Iteration 0F: 3 clusters Score -48828.82 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49003.992188 Penalty: 2980.371338
	Iteration 1F: 3 clusters Score -49003.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49063.722656 Penalty: 2980.371338
	Iteration 2Q: 3 clusters Score -49063.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49102.980469 Penalty: 2980.371338
	Iteration 3Q: 3 clusters Score -49102.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49129.964844 Penalty: 2980.371338
	Iteration 4Q: 3 clusters Score -49129.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49145.128906 Penalty: 2980.371338
	Iteration 5Q: 3 clusters Score -49145.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -49156.167969 Penalty: 2980.371338
	Iteration 6Q: 3 clusters Score -49156.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49165.625000 Penalty: 2980.371338
	Iteration 7Q: 3 clusters Score -49165.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49165.625000 Penalty: 2980.371338
	Iteration 8F: 3 clusters Score -49165.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169742 members 
Entering Unmasked Estep 
Score: -23196266.000000 Penalty: 2986.424805
	Iteration 0F: 2 clusters Score -2.319627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85413 members 
Mstep: Class 2 contains 84329 members 
Entering Unmasked Estep 
Score: -23087058.000000 Penalty: 5972.849609
	Iteration 0F: 3 clusters Score -2.308706e+07 nChanged 81109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94216 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -23135592.000000 Penalty: 5972.849609
	Iteration 1F: 3 clusters Score -2.313559e+07 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99601 members 
Mstep: Class 2 contains 70141 members 
Entering Unmasked Estep 
Score: -23138504.000000 Penalty: 5972.849609
	Iteration 2Q: 3 clusters Score -2.31385e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107527 members 
Mstep: Class 2 contains 62215 members 
Entering Unmasked Estep 
Score: -23143292.000000 Penalty: 5972.849609
	Iteration 3F: 3 clusters Score -2.314329e+07 nChanged 11623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118426 members 
Mstep: Class 2 contains 51316 members 
Entering Unmasked Estep 
Score: -23151426.000000 Penalty: 5972.849609
	Iteration 4F: 3 clusters Score -2.315143e+07 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131982 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -23163028.000000 Penalty: 5972.849609
	Iteration 5F: 3 clusters Score -2.316303e+07 nChanged 14365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146179 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -23175168.000000 Penalty: 5972.849609
	Iteration 6F: 3 clusters Score -2.317517e+07 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157287 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -23184164.000000 Penalty: 5972.849609
	Iteration 7F: 3 clusters Score -2.318416e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163883 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -23189520.000000 Penalty: 5972.849609
	Iteration 8Q: 3 clusters Score -2.318952e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167048 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -23191936.000000 Penalty: 5972.849609
	Iteration 9Q: 3 clusters Score -2.319194e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168324 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -23192802.000000 Penalty: 5972.849609
	Iteration 10Q: 3 clusters Score -2.31928e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168822 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -23193228.000000 Penalty: 5972.849609
	Iteration 11Q: 3 clusters Score -2.319323e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169020 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -23193424.000000 Penalty: 5972.849609
	Iteration 12Q: 3 clusters Score -2.319342e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169136 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -23193526.000000 Penalty: 5972.849609
	Iteration 13Q: 3 clusters Score -2.319353e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169191 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -23193600.000000 Penalty: 5972.849609
	Iteration 14Q: 3 clusters Score -2.31936e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169241 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -23193648.000000 Penalty: 5972.849609
	Iteration 15Q: 3 clusters Score -2.319365e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169254 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -23193658.000000 Penalty: 5972.849609
	Iteration 16Q: 3 clusters Score -2.319366e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169268 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -23193692.000000 Penalty: 5972.849609
	Iteration 17Q: 3 clusters Score -2.319369e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169283 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -23193694.000000 Penalty: 5972.849609
	Iteration 18Q: 3 clusters Score -2.319369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169287 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -23193690.000000 Penalty: 5972.849609
	Iteration 19Q: 3 clusters Score -2.319369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169293 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -23193702.000000 Penalty: 5972.849609
	Iteration 20F: 3 clusters Score -2.31937e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169292 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -23193702.000000 Penalty: 5972.849609
	Iteration 21Q: 3 clusters Score -2.31937e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169301 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -23193740.000000 Penalty: 5972.849609
	Iteration 22Q: 3 clusters Score -2.319374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169310 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -23193730.000000 Penalty: 5972.849609
	Iteration 23Q: 3 clusters Score -2.319373e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169316 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -23193736.000000 Penalty: 5972.849609
	Iteration 24Q: 3 clusters Score -2.319374e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23193750.000000 Penalty: 5972.849609
	Iteration 25Q: 3 clusters Score -2.319375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23193774.000000 Penalty: 5972.849609
	Iteration 26Q: 3 clusters Score -2.319377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169322 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -23193766.000000 Penalty: 5972.849609
	Iteration 27Q: 3 clusters Score -2.319377e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169322 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -23193766.000000 Penalty: 5972.849609
	Iteration 28Q: 3 clusters Score -2.319377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23193770.000000 Penalty: 5972.849609
	Iteration 29Q: 3 clusters Score -2.319377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169319 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23193772.000000 Penalty: 5972.849609
	Iteration 30Q: 3 clusters Score -2.319377e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169320 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -23193772.000000 Penalty: 5972.849609
	Iteration 31Q: 3 clusters Score -2.319377e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169320 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -23193772.000000 Penalty: 5972.849609
	Iteration 32F: 3 clusters Score -2.319377e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Entering Unmasked Estep 
Score: -1013597.687500 Penalty: 2205.572021
	Iteration 0F: 2 clusters Score -1013598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1007622.250000 Penalty: 4411.144043
	Iteration 0F: 3 clusters Score -1007622 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1009233.375000 Penalty: 4411.144043
	Iteration 1F: 3 clusters Score -1009233 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1009542.375000 Penalty: 4411.144043
	Iteration 2F: 3 clusters Score -1009542 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1009809.125000 Penalty: 4411.144043
	Iteration 3F: 3 clusters Score -1009809 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1010090.812500 Penalty: 4411.144043
	Iteration 4F: 3 clusters Score -1010091 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1010368.250000 Penalty: 4411.144043
	Iteration 5Q: 3 clusters Score -1010368 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1010601.312500 Penalty: 4411.144043
	Iteration 6Q: 3 clusters Score -1010601 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1010848.187500 Penalty: 4411.144043
	Iteration 7Q: 3 clusters Score -1010848 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1011100.375000 Penalty: 4411.144043
	Iteration 8Q: 3 clusters Score -1011100 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1011331.875000 Penalty: 4411.144043
	Iteration 9Q: 3 clusters Score -1011332 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1011515.250000 Penalty: 4411.144043
	Iteration 10Q: 3 clusters Score -1011515 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1011642.750000 Penalty: 4411.144043
	Iteration 11Q: 3 clusters Score -1011643 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1011737.750000 Penalty: 4411.144043
	Iteration 12Q: 3 clusters Score -1011738 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1011816.500000 Penalty: 4411.144043
	Iteration 13Q: 3 clusters Score -1011816 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1011864.187500 Penalty: 4411.144043
	Iteration 14Q: 3 clusters Score -1011864 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1011897.312500 Penalty: 4411.144043
	Iteration 15Q: 3 clusters Score -1011897 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1011910.250000 Penalty: 4411.144043
	Iteration 16Q: 3 clusters Score -1011910 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1011925.625000 Penalty: 4411.144043
	Iteration 17Q: 3 clusters Score -1011926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1011938.687500 Penalty: 4411.144043
	Iteration 18Q: 3 clusters Score -1011939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1011943.812500 Penalty: 4411.144043
	Iteration 19Q: 3 clusters Score -1011944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1011951.000000 Penalty: 4411.144043
	Iteration 20F: 3 clusters Score -1011951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1011956.187500 Penalty: 4411.144043
	Iteration 21Q: 3 clusters Score -1011956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1011961.500000 Penalty: 4411.144043
	Iteration 22Q: 3 clusters Score -1011962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1011963.375000 Penalty: 4411.144043
	Iteration 23Q: 3 clusters Score -1011963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1011968.000000 Penalty: 4411.144043
	Iteration 24Q: 3 clusters Score -1011968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1011970.750000 Penalty: 4411.144043
	Iteration 25Q: 3 clusters Score -1011971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1011976.187500 Penalty: 4411.144043
	Iteration 26Q: 3 clusters Score -1011976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1011977.062500 Penalty: 4411.144043
	Iteration 27Q: 3 clusters Score -1011977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1011979.687500 Penalty: 4411.144043
	Iteration 28Q: 3 clusters Score -1011980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1011983.687500 Penalty: 4411.144043
	Iteration 29Q: 3 clusters Score -1011984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1011983.687500 Penalty: 4411.144043
	Iteration 30Q: 3 clusters Score -1011984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1011985.062500 Penalty: 4411.144043
	Iteration 31Q: 3 clusters Score -1011985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1011986.312500 Penalty: 4411.144043
	Iteration 32Q: 3 clusters Score -1011986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1011985.812500 Penalty: 4411.144043
	Iteration 33Q: 3 clusters Score -1011986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1011988.250000 Penalty: 4411.144043
	Iteration 34Q: 3 clusters Score -1011988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1011987.187500 Penalty: 4411.144043
	Iteration 35Q: 3 clusters Score -1011987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1011987.187500 Penalty: 4411.144043
	Iteration 36F: 3 clusters Score -1011987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Entering Unmasked Estep 
Score: -3961415.000000 Penalty: 2548.315430
	Iteration 0F: 2 clusters Score -3961415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -3941674.250000 Penalty: 5096.630859
	Iteration 0F: 3 clusters Score -3941674 nChanged 13110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -3949026.250000 Penalty: 5096.630859
	Iteration 1F: 3 clusters Score -3949026 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3949739.000000 Penalty: 5096.630859
	Iteration 2F: 3 clusters Score -3949739 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3950464.750000 Penalty: 5096.630859
	Iteration 3F: 3 clusters Score -3950465 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -3951288.750000 Penalty: 5096.630859
	Iteration 4F: 3 clusters Score -3951289 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -3952292.500000 Penalty: 5096.630859
	Iteration 5F: 3 clusters Score -3952292 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3953354.500000 Penalty: 5096.630859
	Iteration 6F: 3 clusters Score -3953354 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3954385.250000 Penalty: 5096.630859
	Iteration 7F: 3 clusters Score -3954385 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -3955276.500000 Penalty: 5096.630859
	Iteration 8F: 3 clusters Score -3955276 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3956071.000000 Penalty: 5096.630859
	Iteration 9Q: 3 clusters Score -3956071 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3956668.750000 Penalty: 5096.630859
	Iteration 10Q: 3 clusters Score -3956669 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3957184.500000 Penalty: 5096.630859
	Iteration 11Q: 3 clusters Score -3957184 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -3957650.000000 Penalty: 5096.630859
	Iteration 12Q: 3 clusters Score -3957650 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3958055.500000 Penalty: 5096.630859
	Iteration 13Q: 3 clusters Score -3958056 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -3958404.750000 Penalty: 5096.630859
	Iteration 14Q: 3 clusters Score -3958405 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -3958650.000000 Penalty: 5096.630859
	Iteration 15Q: 3 clusters Score -3958650 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3958825.500000 Penalty: 5096.630859
	Iteration 16Q: 3 clusters Score -3958826 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3958961.750000 Penalty: 5096.630859
	Iteration 17Q: 3 clusters Score -3958962 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -3959049.000000 Penalty: 5096.630859
	Iteration 18Q: 3 clusters Score -3959049 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 27908 members 
Entering Unmasked Estep 
Score: -3959099.500000 Penalty: 5096.630859
	Iteration 19Q: 3 clusters Score -3959100 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -3959162.500000 Penalty: 5096.630859
	Iteration 20F: 3 clusters Score -3959162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -3959206.250000 Penalty: 5096.630859
	Iteration 21Q: 3 clusters Score -3959206 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -3959241.750000 Penalty: 5096.630859
	Iteration 22Q: 3 clusters Score -3959242 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -3959286.500000 Penalty: 5096.630859
	Iteration 23Q: 3 clusters Score -3959286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -3959303.250000 Penalty: 5096.630859
	Iteration 24Q: 3 clusters Score -3959303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 28214 members 
Entering Unmasked Estep 
Score: -3959314.500000 Penalty: 5096.630859
	Iteration 25Q: 3 clusters Score -3959314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -3959331.500000 Penalty: 5096.630859
	Iteration 26Q: 3 clusters Score -3959332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -3959342.500000 Penalty: 5096.630859
	Iteration 27Q: 3 clusters Score -3959342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -3959342.500000 Penalty: 5096.630859
	Iteration 28Q: 3 clusters Score -3959342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3959360.500000 Penalty: 5096.630859
	Iteration 29Q: 3 clusters Score -3959360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3959371.750000 Penalty: 5096.630859
	Iteration 30Q: 3 clusters Score -3959372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -3959369.000000 Penalty: 5096.630859
	Iteration 31Q: 3 clusters Score -3959369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -3959370.000000 Penalty: 5096.630859
	Iteration 32Q: 3 clusters Score -3959370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -3959376.250000 Penalty: 5096.630859
	Iteration 33Q: 3 clusters Score -3959376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -3959377.500000 Penalty: 5096.630859
	Iteration 34Q: 3 clusters Score -3959378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -3959376.750000 Penalty: 5096.630859
	Iteration 35Q: 3 clusters Score -3959377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -3959381.250000 Penalty: 5096.630859
	Iteration 36Q: 3 clusters Score -3959381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -3959381.250000 Penalty: 5096.630859
	Iteration 37Q: 3 clusters Score -3959381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -3959395.750000 Penalty: 5096.630859
	Iteration 38Q: 3 clusters Score -3959396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -3959401.750000 Penalty: 5096.630859
	Iteration 39Q: 3 clusters Score -3959402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -3959413.750000 Penalty: 5096.630859
	Iteration 40F: 3 clusters Score -3959414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -3959417.250000 Penalty: 5096.630859
	Iteration 41Q: 3 clusters Score -3959417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 28368 members 
Entering Unmasked Estep 
Score: -3959426.000000 Penalty: 5096.630859
	Iteration 42Q: 3 clusters Score -3959426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -3959431.500000 Penalty: 5096.630859
	Iteration 43Q: 3 clusters Score -3959432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -3959436.000000 Penalty: 5096.630859
	Iteration 44Q: 3 clusters Score -3959436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -3959434.250000 Penalty: 5096.630859
	Iteration 45Q: 3 clusters Score -3959434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -3959436.000000 Penalty: 5096.630859
	Iteration 46Q: 3 clusters Score -3959436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -3959431.750000 Penalty: 5096.630859
	Iteration 47Q: 3 clusters Score -3959432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -3959432.750000 Penalty: 5096.630859
	Iteration 48Q: 3 clusters Score -3959433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -3959439.000000 Penalty: 5096.630859
	Iteration 49Q: 3 clusters Score -3959439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -3959442.750000 Penalty: 5096.630859
	Iteration 50Q: 3 clusters Score -3959443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -3959441.750000 Penalty: 5096.630859
	Iteration 51Q: 3 clusters Score -3959442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3959443.000000 Penalty: 5096.630859
	Iteration 52Q: 3 clusters Score -3959443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3959443.000000 Penalty: 5096.630859
	Iteration 53F: 3 clusters Score -3959443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (253583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253583 members 
Entering Unmasked Estep 
Score: -35448708.000000 Penalty: 3085.974609
	Iteration 0F: 2 clusters Score -3.544871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126834 members 
Mstep: Class 2 contains 126749 members 
Entering Unmasked Estep 
Score: -35290680.000000 Penalty: 6171.949219
	Iteration 0F: 3 clusters Score -3.529068e+07 nChanged 122698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128996 members 
Mstep: Class 2 contains 124587 members 
Entering Unmasked Estep 
Score: -35363932.000000 Penalty: 6171.949219
	Iteration 1F: 3 clusters Score -3.536393e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131021 members 
Mstep: Class 2 contains 122562 members 
Entering Unmasked Estep 
Score: -35366920.000000 Penalty: 6171.949219
	Iteration 2Q: 3 clusters Score -3.536692e+07 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134278 members 
Mstep: Class 2 contains 119305 members 
Entering Unmasked Estep 
Score: -35371564.000000 Penalty: 6171.949219
	Iteration 3Q: 3 clusters Score -3.537156e+07 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139059 members 
Mstep: Class 2 contains 114524 members 
Entering Unmasked Estep 
Score: -35378424.000000 Penalty: 6171.949219
	Iteration 4F: 3 clusters Score -3.537842e+07 nChanged 15970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145265 members 
Mstep: Class 2 contains 108318 members 
Entering Unmasked Estep 
Score: -35386744.000000 Penalty: 6171.949219
	Iteration 5F: 3 clusters Score -3.538674e+07 nChanged 16306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152677 members 
Mstep: Class 2 contains 100906 members 
Entering Unmasked Estep 
Score: -35394976.000000 Penalty: 6171.949219
	Iteration 6F: 3 clusters Score -3.539498e+07 nChanged 14729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160746 members 
Mstep: Class 2 contains 92837 members 
Entering Unmasked Estep 
Score: -35401708.000000 Penalty: 6171.949219
	Iteration 7F: 3 clusters Score -3.540171e+07 nChanged 12715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169445 members 
Mstep: Class 2 contains 84138 members 
Entering Unmasked Estep 
Score: -35407276.000000 Penalty: 6171.949219
	Iteration 8F: 3 clusters Score -3.540728e+07 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178682 members 
Mstep: Class 2 contains 74901 members 
Entering Unmasked Estep 
Score: -35412644.000000 Penalty: 6171.949219
	Iteration 9Q: 3 clusters Score -3.541264e+07 nChanged 10602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188740 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -35418668.000000 Penalty: 6171.949219
	Iteration 10Q: 3 clusters Score -3.541867e+07 nChanged 10707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199315 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -35425156.000000 Penalty: 6171.949219
	Iteration 11Q: 3 clusters Score -3.542516e+07 nChanged 10339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209630 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -35432328.000000 Penalty: 6171.949219
	Iteration 12Q: 3 clusters Score -3.543233e+07 nChanged 9299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218897 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -35438836.000000 Penalty: 6171.949219
	Iteration 13Q: 3 clusters Score -3.543884e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226831 members 
Mstep: Class 2 contains 26752 members 
Entering Unmasked Estep 
Score: -35444480.000000 Penalty: 6171.949219
	Iteration 14Q: 3 clusters Score -3.544448e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232859 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -35448220.000000 Penalty: 6171.949219
	Iteration 15Q: 3 clusters Score -3.544822e+07 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237388 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -35450604.000000 Penalty: 6171.949219
	Iteration 16Q: 3 clusters Score -3.54506e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240761 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -35452280.000000 Penalty: 6171.949219
	Iteration 17Q: 3 clusters Score -3.545228e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243181 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -35453172.000000 Penalty: 6171.949219
	Iteration 18Q: 3 clusters Score -3.545317e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244768 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -35453432.000000 Penalty: 6171.949219
	Iteration 19Q: 3 clusters Score -3.545343e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245828 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -35453284.000000 Penalty: 6171.949219
	Iteration 20F: 3 clusters Score -3.545328e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246561 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -35453152.000000 Penalty: 6171.949219
	Iteration 21Q: 3 clusters Score -3.545315e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247070 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -35452924.000000 Penalty: 6171.949219
	Iteration 22Q: 3 clusters Score -3.545292e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247418 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -35452800.000000 Penalty: 6171.949219
	Iteration 23Q: 3 clusters Score -3.54528e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247658 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -35452660.000000 Penalty: 6171.949219
	Iteration 24Q: 3 clusters Score -3.545266e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247850 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -35452608.000000 Penalty: 6171.949219
	Iteration 25Q: 3 clusters Score -3.545261e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247981 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -35452532.000000 Penalty: 6171.949219
	Iteration 26Q: 3 clusters Score -3.545253e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248090 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -35452464.000000 Penalty: 6171.949219
	Iteration 27Q: 3 clusters Score -3.545246e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248174 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -35452416.000000 Penalty: 6171.949219
	Iteration 28Q: 3 clusters Score -3.545242e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248250 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -35452348.000000 Penalty: 6171.949219
	Iteration 29Q: 3 clusters Score -3.545235e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248322 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -35452316.000000 Penalty: 6171.949219
	Iteration 30Q: 3 clusters Score -3.545232e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248375 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -35452292.000000 Penalty: 6171.949219
	Iteration 31Q: 3 clusters Score -3.545229e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248424 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -35452276.000000 Penalty: 6171.949219
	Iteration 32Q: 3 clusters Score -3.545228e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248469 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -35452244.000000 Penalty: 6171.949219
	Iteration 33Q: 3 clusters Score -3.545224e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248506 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -35452176.000000 Penalty: 6171.949219
	Iteration 34Q: 3 clusters Score -3.545218e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248535 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -35452148.000000 Penalty: 6171.949219
	Iteration 35Q: 3 clusters Score -3.545215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248552 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -35452144.000000 Penalty: 6171.949219
	Iteration 36Q: 3 clusters Score -3.545214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248568 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -35452108.000000 Penalty: 6171.949219
	Iteration 37Q: 3 clusters Score -3.545211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248581 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -35452068.000000 Penalty: 6171.949219
	Iteration 38Q: 3 clusters Score -3.545207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248590 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -35452080.000000 Penalty: 6171.949219
	Iteration 39Q: 3 clusters Score -3.545208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248594 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -35452068.000000 Penalty: 6171.949219
	Iteration 40F: 3 clusters Score -3.545207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248595 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -35452060.000000 Penalty: 6171.949219
	Iteration 41Q: 3 clusters Score -3.545206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248597 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -35452068.000000 Penalty: 6171.949219
	Iteration 42Q: 3 clusters Score -3.545207e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248600 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -35452064.000000 Penalty: 6171.949219
	Iteration 43Q: 3 clusters Score -3.545206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248605 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -35452056.000000 Penalty: 6171.949219
	Iteration 44Q: 3 clusters Score -3.545206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248606 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -35452068.000000 Penalty: 6171.949219
	Iteration 45Q: 3 clusters Score -3.545207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248607 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -35452064.000000 Penalty: 6171.949219
	Iteration 46Q: 3 clusters Score -3.545206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248607 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -35452064.000000 Penalty: 6171.949219
	Iteration 47F: 3 clusters Score -3.545206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31655 members 
Mstep: Class 4 contains 41105 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27412 members 
Mstep: Class 7 contains 4428 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16245 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5883 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 67737 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 29012 members 
Mstep: Class 21 contains 248607 members 
Mstep: Class 22 contains 13760 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48905 members 
Mstep: Class 25 contains 131616 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10997 members 
Mstep: Class 28 contains 28252 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 4976 members 
Entering Unmasked Estep 
Score: -122248408.000000 Penalty: 102059.687500
Splitting cluster 21 changes total score from -122245152.000000 to -122248408.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 22 (13760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Entering Unmasked Estep 
Score: -1802838.750000 Penalty: 2363.321289
	Iteration 0F: 2 clusters Score -1802839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1792680.750000 Penalty: 4726.642578
	Iteration 0F: 3 clusters Score -1792681 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1795878.625000 Penalty: 4726.642578
	Iteration 1F: 3 clusters Score -1795879 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1796226.250000 Penalty: 4726.642578
	Iteration 2F: 3 clusters Score -1796226 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1796515.500000 Penalty: 4726.642578
	Iteration 3Q: 3 clusters Score -1796516 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1796797.500000 Penalty: 4726.642578
	Iteration 4Q: 3 clusters Score -1796798 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1797089.625000 Penalty: 4726.642578
	Iteration 5Q: 3 clusters Score -1797090 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1797408.000000 Penalty: 4726.642578
	Iteration 6Q: 3 clusters Score -1797408 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1797763.750000 Penalty: 4726.642578
	Iteration 7Q: 3 clusters Score -1797764 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1798182.500000 Penalty: 4726.642578
	Iteration 8Q: 3 clusters Score -1798182 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1798640.000000 Penalty: 4726.642578
	Iteration 9Q: 3 clusters Score -1798640 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1799132.500000 Penalty: 4726.642578
	Iteration 10Q: 3 clusters Score -1799132 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -1799610.750000 Penalty: 4726.642578
	Iteration 11Q: 3 clusters Score -1799611 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1799992.125000 Penalty: 4726.642578
	Iteration 12Q: 3 clusters Score -1799992 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1800248.000000 Penalty: 4726.642578
	Iteration 13Q: 3 clusters Score -1800248 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1800428.500000 Penalty: 4726.642578
	Iteration 14Q: 3 clusters Score -1800428 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1800543.375000 Penalty: 4726.642578
	Iteration 15Q: 3 clusters Score -1800543 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -1800615.750000 Penalty: 4726.642578
	Iteration 16Q: 3 clusters Score -1800616 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1800670.125000 Penalty: 4726.642578
	Iteration 17Q: 3 clusters Score -1800670 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1800716.250000 Penalty: 4726.642578
	Iteration 18Q: 3 clusters Score -1800716 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1800743.750000 Penalty: 4726.642578
	Iteration 19Q: 3 clusters Score -1800744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1800772.125000 Penalty: 4726.642578
	Iteration 20F: 3 clusters Score -1800772 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1800787.250000 Penalty: 4726.642578
	Iteration 21Q: 3 clusters Score -1800787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1800799.000000 Penalty: 4726.642578
	Iteration 22Q: 3 clusters Score -1800799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1800805.750000 Penalty: 4726.642578
	Iteration 23Q: 3 clusters Score -1800806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1800809.000000 Penalty: 4726.642578
	Iteration 24Q: 3 clusters Score -1800809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1800811.625000 Penalty: 4726.642578
	Iteration 25Q: 3 clusters Score -1800812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1800820.125000 Penalty: 4726.642578
	Iteration 26Q: 3 clusters Score -1800820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1800820.125000 Penalty: 4726.642578
	Iteration 27F: 3 clusters Score -1800820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29483.666016 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29483.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28278.404297 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28278.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28354.802734 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28380.462891 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28380.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28382.333984 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28382.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28382.333984 Penalty: 2712.157715
	Iteration 4F: 3 clusters Score -28382.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (48905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Entering Unmasked Estep 
Score: -6582016.500000 Penalty: 2677.813477
	Iteration 0F: 2 clusters Score -6582016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -6548901.000000 Penalty: 5355.626953
	Iteration 0F: 3 clusters Score -6548901 nChanged 22727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -6561262.500000 Penalty: 5355.626953
	Iteration 1F: 3 clusters Score -6561262 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -6561834.000000 Penalty: 5355.626953
	Iteration 2Q: 3 clusters Score -6561834 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -6562324.000000 Penalty: 5355.626953
	Iteration 3Q: 3 clusters Score -6562324 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -6562990.000000 Penalty: 5355.626953
	Iteration 4Q: 3 clusters Score -6562990 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -6563792.500000 Penalty: 5355.626953
	Iteration 5Q: 3 clusters Score -6563792 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 29147 members 
Entering Unmasked Estep 
Score: -6564891.500000 Penalty: 5355.626953
	Iteration 6Q: 3 clusters Score -6564892 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -6566511.500000 Penalty: 5355.626953
	Iteration 7F: 3 clusters Score -6566512 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -6568685.000000 Penalty: 5355.626953
	Iteration 8F: 3 clusters Score -6568685 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -6571461.000000 Penalty: 5355.626953
	Iteration 9F: 3 clusters Score -6571461 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -6574083.000000 Penalty: 5355.626953
	Iteration 10F: 3 clusters Score -6574083 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -6576052.500000 Penalty: 5355.626953
	Iteration 11F: 3 clusters Score -6576052 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -6577394.500000 Penalty: 5355.626953
	Iteration 12Q: 3 clusters Score -6577394 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -6578266.000000 Penalty: 5355.626953
	Iteration 13Q: 3 clusters Score -6578266 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -6578806.000000 Penalty: 5355.626953
	Iteration 14Q: 3 clusters Score -6578806 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -6579170.500000 Penalty: 5355.626953
	Iteration 15Q: 3 clusters Score -6579170 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -6579413.000000 Penalty: 5355.626953
	Iteration 16Q: 3 clusters Score -6579413 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -6579560.000000 Penalty: 5355.626953
	Iteration 17Q: 3 clusters Score -6579560 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -6579629.500000 Penalty: 5355.626953
	Iteration 18Q: 3 clusters Score -6579630 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -6579713.000000 Penalty: 5355.626953
	Iteration 19Q: 3 clusters Score -6579713 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -6579758.000000 Penalty: 5355.626953
	Iteration 20F: 3 clusters Score -6579758 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -6579790.000000 Penalty: 5355.626953
	Iteration 21Q: 3 clusters Score -6579790 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -6579820.000000 Penalty: 5355.626953
	Iteration 22Q: 3 clusters Score -6579820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -6579843.500000 Penalty: 5355.626953
	Iteration 23Q: 3 clusters Score -6579844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -6579877.500000 Penalty: 5355.626953
	Iteration 24Q: 3 clusters Score -6579878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -6579907.000000 Penalty: 5355.626953
	Iteration 25Q: 3 clusters Score -6579907 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 48082 members 
Entering Unmasked Estep 
Score: -6579924.500000 Penalty: 5355.626953
	Iteration 26Q: 3 clusters Score -6579924 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -6579936.500000 Penalty: 5355.626953
	Iteration 27Q: 3 clusters Score -6579936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -6579944.000000 Penalty: 5355.626953
	Iteration 28Q: 3 clusters Score -6579944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -6579954.000000 Penalty: 5355.626953
	Iteration 29Q: 3 clusters Score -6579954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -6579955.000000 Penalty: 5355.626953
	Iteration 30Q: 3 clusters Score -6579955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -6579965.000000 Penalty: 5355.626953
	Iteration 31Q: 3 clusters Score -6579965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -6579968.000000 Penalty: 5355.626953
	Iteration 32Q: 3 clusters Score -6579968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -6579967.000000 Penalty: 5355.626953
	Iteration 33Q: 3 clusters Score -6579967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -6579984.000000 Penalty: 5355.626953
	Iteration 34Q: 3 clusters Score -6579984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 48167 members 
Entering Unmasked Estep 
Score: -6579994.500000 Penalty: 5355.626953
	Iteration 35Q: 3 clusters Score -6579994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -6579988.000000 Penalty: 5355.626953
	Iteration 36Q: 3 clusters Score -6579988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -6579988.500000 Penalty: 5355.626953
	Iteration 37Q: 3 clusters Score -6579988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -6579986.500000 Penalty: 5355.626953
	Iteration 38Q: 3 clusters Score -6579986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -6579989.500000 Penalty: 5355.626953
	Iteration 39Q: 3 clusters Score -6579990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -6579992.500000 Penalty: 5355.626953
	Iteration 40F: 3 clusters Score -6579992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -6579995.500000 Penalty: 5355.626953
	Iteration 41Q: 3 clusters Score -6579996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -6579995.500000 Penalty: 5355.626953
	Iteration 42F: 3 clusters Score -6579996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (131616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131616 members 
Entering Unmasked Estep 
Score: -18261612.000000 Penalty: 2923.335449
	Iteration 0F: 2 clusters Score -1.826161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65631 members 
Mstep: Class 2 contains 65985 members 
Entering Unmasked Estep 
Score: -18174112.000000 Penalty: 5846.670898
	Iteration 0F: 3 clusters Score -1.817411e+07 nChanged 62481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -18209978.000000 Penalty: 5846.670898
	Iteration 1F: 3 clusters Score -1.820998e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63179 members 
Mstep: Class 2 contains 68437 members 
Entering Unmasked Estep 
Score: -18211234.000000 Penalty: 5846.670898
	Iteration 2Q: 3 clusters Score -1.821123e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61381 members 
Mstep: Class 2 contains 70235 members 
Entering Unmasked Estep 
Score: -18212650.000000 Penalty: 5846.670898
	Iteration 3Q: 3 clusters Score -1.821265e+07 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58854 members 
Mstep: Class 2 contains 72762 members 
Entering Unmasked Estep 
Score: -18214574.000000 Penalty: 5846.670898
	Iteration 4Q: 3 clusters Score -1.821457e+07 nChanged 6188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 76294 members 
Entering Unmasked Estep 
Score: -18217638.000000 Penalty: 5846.670898
	Iteration 5Q: 3 clusters Score -1.821764e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50661 members 
Mstep: Class 2 contains 80955 members 
Entering Unmasked Estep 
Score: -18221740.000000 Penalty: 5846.670898
	Iteration 6F: 3 clusters Score -1.822174e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 86768 members 
Entering Unmasked Estep 
Score: -18227252.000000 Penalty: 5846.670898
	Iteration 7F: 3 clusters Score -1.822725e+07 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 93217 members 
Entering Unmasked Estep 
Score: -18233420.000000 Penalty: 5846.670898
	Iteration 8F: 3 clusters Score -1.823342e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 99385 members 
Entering Unmasked Estep 
Score: -18238920.000000 Penalty: 5846.670898
	Iteration 9F: 3 clusters Score -1.823892e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26750 members 
Mstep: Class 2 contains 104866 members 
Entering Unmasked Estep 
Score: -18243440.000000 Penalty: 5846.670898
	Iteration 10Q: 3 clusters Score -1.824344e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 109525 members 
Entering Unmasked Estep 
Score: -18247124.000000 Penalty: 5846.670898
	Iteration 11Q: 3 clusters Score -1.824712e+07 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 113468 members 
Entering Unmasked Estep 
Score: -18250108.000000 Penalty: 5846.670898
	Iteration 12Q: 3 clusters Score -1.825011e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 116724 members 
Entering Unmasked Estep 
Score: -18252612.000000 Penalty: 5846.670898
	Iteration 13Q: 3 clusters Score -1.825261e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 119267 members 
Entering Unmasked Estep 
Score: -18254342.000000 Penalty: 5846.670898
	Iteration 14Q: 3 clusters Score -1.825434e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 121165 members 
Entering Unmasked Estep 
Score: -18255674.000000 Penalty: 5846.670898
	Iteration 15Q: 3 clusters Score -1.825567e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 122585 members 
Entering Unmasked Estep 
Score: -18256608.000000 Penalty: 5846.670898
	Iteration 16Q: 3 clusters Score -1.825661e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 123738 members 
Entering Unmasked Estep 
Score: -18257308.000000 Penalty: 5846.670898
	Iteration 17Q: 3 clusters Score -1.825731e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 124629 members 
Entering Unmasked Estep 
Score: -18257844.000000 Penalty: 5846.670898
	Iteration 18Q: 3 clusters Score -1.825784e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 125330 members 
Entering Unmasked Estep 
Score: -18258292.000000 Penalty: 5846.670898
	Iteration 19Q: 3 clusters Score -1.825829e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 125876 members 
Entering Unmasked Estep 
Score: -18258706.000000 Penalty: 5846.670898
	Iteration 20F: 3 clusters Score -1.825871e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 126313 members 
Entering Unmasked Estep 
Score: -18259020.000000 Penalty: 5846.670898
	Iteration 21Q: 3 clusters Score -1.825902e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 126630 members 
Entering Unmasked Estep 
Score: -18259250.000000 Penalty: 5846.670898
	Iteration 22Q: 3 clusters Score -1.825925e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 126900 members 
Entering Unmasked Estep 
Score: -18259408.000000 Penalty: 5846.670898
	Iteration 23Q: 3 clusters Score -1.825941e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 127092 members 
Entering Unmasked Estep 
Score: -18259548.000000 Penalty: 5846.670898
	Iteration 24Q: 3 clusters Score -1.825955e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 127239 members 
Entering Unmasked Estep 
Score: -18259562.000000 Penalty: 5846.670898
	Iteration 25Q: 3 clusters Score -1.825956e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 127359 members 
Entering Unmasked Estep 
Score: -18259614.000000 Penalty: 5846.670898
	Iteration 26Q: 3 clusters Score -1.825961e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 127474 members 
Entering Unmasked Estep 
Score: -18259624.000000 Penalty: 5846.670898
	Iteration 27Q: 3 clusters Score -1.825962e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 127574 members 
Entering Unmasked Estep 
Score: -18259644.000000 Penalty: 5846.670898
	Iteration 28Q: 3 clusters Score -1.825964e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 127647 members 
Entering Unmasked Estep 
Score: -18259630.000000 Penalty: 5846.670898
	Iteration 29Q: 3 clusters Score -1.825963e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 127708 members 
Entering Unmasked Estep 
Score: -18259652.000000 Penalty: 5846.670898
	Iteration 30Q: 3 clusters Score -1.825965e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 127758 members 
Entering Unmasked Estep 
Score: -18259644.000000 Penalty: 5846.670898
	Iteration 31Q: 3 clusters Score -1.825964e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 127782 members 
Entering Unmasked Estep 
Score: -18259688.000000 Penalty: 5846.670898
	Iteration 32Q: 3 clusters Score -1.825969e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 127805 members 
Entering Unmasked Estep 
Score: -18259682.000000 Penalty: 5846.670898
	Iteration 33Q: 3 clusters Score -1.825968e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 127823 members 
Entering Unmasked Estep 
Score: -18259672.000000 Penalty: 5846.670898
	Iteration 34Q: 3 clusters Score -1.825967e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 127844 members 
Entering Unmasked Estep 
Score: -18259686.000000 Penalty: 5846.670898
	Iteration 35Q: 3 clusters Score -1.825969e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 127870 members 
Entering Unmasked Estep 
Score: -18259696.000000 Penalty: 5846.670898
	Iteration 36Q: 3 clusters Score -1.82597e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 127892 members 
Entering Unmasked Estep 
Score: -18259716.000000 Penalty: 5846.670898
	Iteration 37Q: 3 clusters Score -1.825972e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 127912 members 
Entering Unmasked Estep 
Score: -18259716.000000 Penalty: 5846.670898
	Iteration 38Q: 3 clusters Score -1.825972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 127927 members 
Entering Unmasked Estep 
Score: -18259708.000000 Penalty: 5846.670898
	Iteration 39Q: 3 clusters Score -1.825971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 127938 members 
Entering Unmasked Estep 
Score: -18259706.000000 Penalty: 5846.670898
	Iteration 40F: 3 clusters Score -1.825971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 127944 members 
Entering Unmasked Estep 
Score: -18259706.000000 Penalty: 5846.670898
	Iteration 41Q: 3 clusters Score -1.825971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 127950 members 
Entering Unmasked Estep 
Score: -18259710.000000 Penalty: 5846.670898
	Iteration 42Q: 3 clusters Score -1.825971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 127954 members 
Entering Unmasked Estep 
Score: -18259710.000000 Penalty: 5846.670898
	Iteration 43Q: 3 clusters Score -1.825971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 127962 members 
Entering Unmasked Estep 
Score: -18259702.000000 Penalty: 5846.670898
	Iteration 44Q: 3 clusters Score -1.82597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 127971 members 
Entering Unmasked Estep 
Score: -18259700.000000 Penalty: 5846.670898
	Iteration 45Q: 3 clusters Score -1.82597e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 127979 members 
Entering Unmasked Estep 
Score: -18259698.000000 Penalty: 5846.670898
	Iteration 46Q: 3 clusters Score -1.82597e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 127987 members 
Entering Unmasked Estep 
Score: -18259712.000000 Penalty: 5846.670898
	Iteration 47Q: 3 clusters Score -1.825971e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 127992 members 
Entering Unmasked Estep 
Score: -18259728.000000 Penalty: 5846.670898
	Iteration 48Q: 3 clusters Score -1.825973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 127996 members 
Entering Unmasked Estep 
Score: -18259728.000000 Penalty: 5846.670898
	Iteration 49Q: 3 clusters Score -1.825973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 128000 members 
Entering Unmasked Estep 
Score: -18259722.000000 Penalty: 5846.670898
	Iteration 50Q: 3 clusters Score -1.825972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 128010 members 
Entering Unmasked Estep 
Score: -18259710.000000 Penalty: 5846.670898
	Iteration 51Q: 3 clusters Score -1.825971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 128014 members 
Entering Unmasked Estep 
Score: -18259710.000000 Penalty: 5846.670898
	Iteration 52Q: 3 clusters Score -1.825971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 128019 members 
Entering Unmasked Estep 
Score: -18259712.000000 Penalty: 5846.670898
	Iteration 53Q: 3 clusters Score -1.825971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 128019 members 
Entering Unmasked Estep 
Score: -18259712.000000 Penalty: 5846.670898
	Iteration 54F: 3 clusters Score -1.825971e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -77966.648438 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -77966.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -76479.132812 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -76479.13 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -77233.671875 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -77233.67 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -77532.429688 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -77532.43 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -77682.226562 Penalty: 3163.699219
	Iteration 3F: 3 clusters Score -77682.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -77742.367188 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -77742.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -77757.085938 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -77757.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -77765.007812 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -77765.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -77765.007812 Penalty: 3163.699219
	Iteration 7F: 3 clusters Score -77765.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (10997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Entering Unmasked Estep 
Score: -1493379.875000 Penalty: 2307.733643
	Iteration 0F: 2 clusters Score -1493380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1485086.750000 Penalty: 4615.467285
	Iteration 0F: 3 clusters Score -1485087 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1487567.625000 Penalty: 4615.467285
	Iteration 1F: 3 clusters Score -1487568 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1487885.875000 Penalty: 4615.467285
	Iteration 2F: 3 clusters Score -1487886 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1488172.375000 Penalty: 4615.467285
	Iteration 3F: 3 clusters Score -1488172 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1488457.250000 Penalty: 4615.467285
	Iteration 4Q: 3 clusters Score -1488457 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1488766.250000 Penalty: 4615.467285
	Iteration 5Q: 3 clusters Score -1488766 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1489095.125000 Penalty: 4615.467285
	Iteration 6Q: 3 clusters Score -1489095 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1489449.500000 Penalty: 4615.467285
	Iteration 7Q: 3 clusters Score -1489450 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1489783.875000 Penalty: 4615.467285
	Iteration 8Q: 3 clusters Score -1489784 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1490043.500000 Penalty: 4615.467285
	Iteration 9Q: 3 clusters Score -1490044 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1490271.125000 Penalty: 4615.467285
	Iteration 10Q: 3 clusters Score -1490271 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1490448.000000 Penalty: 4615.467285
	Iteration 11Q: 3 clusters Score -1490448 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1490595.750000 Penalty: 4615.467285
	Iteration 12Q: 3 clusters Score -1490596 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1490717.375000 Penalty: 4615.467285
	Iteration 13Q: 3 clusters Score -1490717 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1490820.250000 Penalty: 4615.467285
	Iteration 14Q: 3 clusters Score -1490820 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1490912.500000 Penalty: 4615.467285
	Iteration 15Q: 3 clusters Score -1490912 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1490994.125000 Penalty: 4615.467285
	Iteration 16Q: 3 clusters Score -1490994 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1491075.250000 Penalty: 4615.467285
	Iteration 17Q: 3 clusters Score -1491075 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1491142.000000 Penalty: 4615.467285
	Iteration 18Q: 3 clusters Score -1491142 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1491179.750000 Penalty: 4615.467285
	Iteration 19Q: 3 clusters Score -1491180 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1491206.000000 Penalty: 4615.467285
	Iteration 20F: 3 clusters Score -1491206 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1491235.250000 Penalty: 4615.467285
	Iteration 21Q: 3 clusters Score -1491235 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1491259.375000 Penalty: 4615.467285
	Iteration 22Q: 3 clusters Score -1491259 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1491273.000000 Penalty: 4615.467285
	Iteration 23Q: 3 clusters Score -1491273 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1491298.250000 Penalty: 4615.467285
	Iteration 24Q: 3 clusters Score -1491298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1491318.625000 Penalty: 4615.467285
	Iteration 25Q: 3 clusters Score -1491319 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1491341.625000 Penalty: 4615.467285
	Iteration 26Q: 3 clusters Score -1491342 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1491361.375000 Penalty: 4615.467285
	Iteration 27Q: 3 clusters Score -1491361 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1491381.875000 Penalty: 4615.467285
	Iteration 28Q: 3 clusters Score -1491382 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1491400.500000 Penalty: 4615.467285
	Iteration 29Q: 3 clusters Score -1491400 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1491421.125000 Penalty: 4615.467285
	Iteration 30Q: 3 clusters Score -1491421 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1491444.250000 Penalty: 4615.467285
	Iteration 31Q: 3 clusters Score -1491444 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1491457.250000 Penalty: 4615.467285
	Iteration 32Q: 3 clusters Score -1491457 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1491467.000000 Penalty: 4615.467285
	Iteration 33Q: 3 clusters Score -1491467 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -1491481.875000 Penalty: 4615.467285
	Iteration 34Q: 3 clusters Score -1491482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1491493.875000 Penalty: 4615.467285
	Iteration 35Q: 3 clusters Score -1491494 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1491509.125000 Penalty: 4615.467285
	Iteration 36Q: 3 clusters Score -1491509 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1491523.125000 Penalty: 4615.467285
	Iteration 37Q: 3 clusters Score -1491523 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1491530.875000 Penalty: 4615.467285
	Iteration 38Q: 3 clusters Score -1491531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1491535.875000 Penalty: 4615.467285
	Iteration 39Q: 3 clusters Score -1491536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1491545.250000 Penalty: 4615.467285
	Iteration 40F: 3 clusters Score -1491545 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1491549.000000 Penalty: 4615.467285
	Iteration 41Q: 3 clusters Score -1491549 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1491550.375000 Penalty: 4615.467285
	Iteration 42Q: 3 clusters Score -1491550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1491557.250000 Penalty: 4615.467285
	Iteration 43Q: 3 clusters Score -1491557 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1491570.000000 Penalty: 4615.467285
	Iteration 44Q: 3 clusters Score -1491570 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1491569.000000 Penalty: 4615.467285
	Iteration 45Q: 3 clusters Score -1491569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1491582.000000 Penalty: 4615.467285
	Iteration 46Q: 3 clusters Score -1491582 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1491598.875000 Penalty: 4615.467285
	Iteration 47Q: 3 clusters Score -1491599 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1491617.000000 Penalty: 4615.467285
	Iteration 48Q: 3 clusters Score -1491617 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1491629.750000 Penalty: 4615.467285
	Iteration 49Q: 3 clusters Score -1491630 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1491641.500000 Penalty: 4615.467285
	Iteration 50Q: 3 clusters Score -1491642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1491655.875000 Penalty: 4615.467285
	Iteration 51Q: 3 clusters Score -1491656 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1491662.875000 Penalty: 4615.467285
	Iteration 52Q: 3 clusters Score -1491663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1491674.625000 Penalty: 4615.467285
	Iteration 53Q: 3 clusters Score -1491675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1491676.625000 Penalty: 4615.467285
	Iteration 54Q: 3 clusters Score -1491677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1491676.250000 Penalty: 4615.467285
	Iteration 55Q: 3 clusters Score -1491676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1491679.625000 Penalty: 4615.467285
	Iteration 56Q: 3 clusters Score -1491680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1491684.875000 Penalty: 4615.467285
	Iteration 57Q: 3 clusters Score -1491685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1491687.125000 Penalty: 4615.467285
	Iteration 58Q: 3 clusters Score -1491687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1491692.375000 Penalty: 4615.467285
	Iteration 59Q: 3 clusters Score -1491692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1491697.000000 Penalty: 4615.467285
	Iteration 60F: 3 clusters Score -1491697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1491701.125000 Penalty: 4615.467285
	Iteration 61Q: 3 clusters Score -1491701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1491711.250000 Penalty: 4615.467285
	Iteration 62Q: 3 clusters Score -1491711 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1491714.125000 Penalty: 4615.467285
	Iteration 63Q: 3 clusters Score -1491714 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1491723.500000 Penalty: 4615.467285
	Iteration 64Q: 3 clusters Score -1491724 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1491720.625000 Penalty: 4615.467285
	Iteration 65Q: 3 clusters Score -1491721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1491727.625000 Penalty: 4615.467285
	Iteration 66Q: 3 clusters Score -1491728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1491726.375000 Penalty: 4615.467285
	Iteration 67Q: 3 clusters Score -1491726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1491728.875000 Penalty: 4615.467285
	Iteration 68Q: 3 clusters Score -1491729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1491732.750000 Penalty: 4615.467285
	Iteration 69Q: 3 clusters Score -1491733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1491734.625000 Penalty: 4615.467285
	Iteration 70Q: 3 clusters Score -1491735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1491736.125000 Penalty: 4615.467285
	Iteration 71Q: 3 clusters Score -1491736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1491738.875000 Penalty: 4615.467285
	Iteration 72Q: 3 clusters Score -1491739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1491736.375000 Penalty: 4615.467285
	Iteration 73Q: 3 clusters Score -1491736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1491738.750000 Penalty: 4615.467285
	Iteration 74Q: 3 clusters Score -1491739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1491743.750000 Penalty: 4615.467285
	Iteration 75Q: 3 clusters Score -1491744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1491745.750000 Penalty: 4615.467285
	Iteration 76Q: 3 clusters Score -1491746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1491744.500000 Penalty: 4615.467285
	Iteration 77Q: 3 clusters Score -1491744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1491744.000000 Penalty: 4615.467285
	Iteration 78Q: 3 clusters Score -1491744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1491746.875000 Penalty: 4615.467285
	Iteration 79Q: 3 clusters Score -1491747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1491748.625000 Penalty: 4615.467285
	Iteration 80F: 3 clusters Score -1491749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1491752.625000 Penalty: 4615.467285
	Iteration 81Q: 3 clusters Score -1491753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1491757.625000 Penalty: 4615.467285
	Iteration 82Q: 3 clusters Score -1491758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1491759.375000 Penalty: 4615.467285
	Iteration 83Q: 3 clusters Score -1491759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1491755.250000 Penalty: 4615.467285
	Iteration 84Q: 3 clusters Score -1491755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1491754.875000 Penalty: 4615.467285
	Iteration 85Q: 3 clusters Score -1491755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1491754.750000 Penalty: 4615.467285
	Iteration 86Q: 3 clusters Score -1491755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1491756.250000 Penalty: 4615.467285
	Iteration 87Q: 3 clusters Score -1491756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1491756.000000 Penalty: 4615.467285
	Iteration 88Q: 3 clusters Score -1491756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1491759.625000 Penalty: 4615.467285
	Iteration 89Q: 3 clusters Score -1491760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1491760.875000 Penalty: 4615.467285
	Iteration 90Q: 3 clusters Score -1491761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1491760.875000 Penalty: 4615.467285
	Iteration 91F: 3 clusters Score -1491761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Entering Unmasked Estep 
Score: -3818251.500000 Penalty: 2541.731934
	Iteration 0F: 2 clusters Score -3818252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -3798766.000000 Penalty: 5083.463867
	Iteration 0F: 3 clusters Score -3798766 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3805594.000000 Penalty: 5083.463867
	Iteration 1F: 3 clusters Score -3805594 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -3806155.500000 Penalty: 5083.463867
	Iteration 2F: 3 clusters Score -3806156 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -3806731.250000 Penalty: 5083.463867
	Iteration 3Q: 3 clusters Score -3806731 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -3807394.250000 Penalty: 5083.463867
	Iteration 4F: 3 clusters Score -3807394 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -3808160.750000 Penalty: 5083.463867
	Iteration 5F: 3 clusters Score -3808161 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -3809007.000000 Penalty: 5083.463867
	Iteration 6F: 3 clusters Score -3809007 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -3809833.000000 Penalty: 5083.463867
	Iteration 7F: 3 clusters Score -3809833 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -3810646.000000 Penalty: 5083.463867
	Iteration 8F: 3 clusters Score -3810646 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -3811401.500000 Penalty: 5083.463867
	Iteration 9Q: 3 clusters Score -3811402 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -3812196.000000 Penalty: 5083.463867
	Iteration 10Q: 3 clusters Score -3812196 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -3812926.000000 Penalty: 5083.463867
	Iteration 11Q: 3 clusters Score -3812926 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3813556.750000 Penalty: 5083.463867
	Iteration 12Q: 3 clusters Score -3813557 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -3814114.500000 Penalty: 5083.463867
	Iteration 13Q: 3 clusters Score -3814114 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3814639.250000 Penalty: 5083.463867
	Iteration 14Q: 3 clusters Score -3814639 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3815069.250000 Penalty: 5083.463867
	Iteration 15Q: 3 clusters Score -3815069 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -3815403.000000 Penalty: 5083.463867
	Iteration 16Q: 3 clusters Score -3815403 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3815610.500000 Penalty: 5083.463867
	Iteration 17Q: 3 clusters Score -3815610 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3815758.000000 Penalty: 5083.463867
	Iteration 18Q: 3 clusters Score -3815758 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -3815850.250000 Penalty: 5083.463867
	Iteration 19Q: 3 clusters Score -3815850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3815910.250000 Penalty: 5083.463867
	Iteration 20F: 3 clusters Score -3815910 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27710 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3815929.000000 Penalty: 5083.463867
	Iteration 21Q: 3 clusters Score -3815929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3815957.000000 Penalty: 5083.463867
	Iteration 22Q: 3 clusters Score -3815957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3815972.500000 Penalty: 5083.463867
	Iteration 23Q: 3 clusters Score -3815972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3815982.250000 Penalty: 5083.463867
	Iteration 24Q: 3 clusters Score -3815982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27769 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3815991.500000 Penalty: 5083.463867
	Iteration 25Q: 3 clusters Score -3815992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3815998.250000 Penalty: 5083.463867
	Iteration 26Q: 3 clusters Score -3815998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3816001.000000 Penalty: 5083.463867
	Iteration 27Q: 3 clusters Score -3816001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3816005.000000 Penalty: 5083.463867
	Iteration 28Q: 3 clusters Score -3816005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3816008.500000 Penalty: 5083.463867
	Iteration 29Q: 3 clusters Score -3816008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3816014.500000 Penalty: 5083.463867
	Iteration 30Q: 3 clusters Score -3816014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3816021.250000 Penalty: 5083.463867
	Iteration 31Q: 3 clusters Score -3816021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27791 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3816022.500000 Penalty: 5083.463867
	Iteration 32Q: 3 clusters Score -3816022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3816024.500000 Penalty: 5083.463867
	Iteration 33Q: 3 clusters Score -3816024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3816027.750000 Penalty: 5083.463867
	Iteration 34Q: 3 clusters Score -3816028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3816027.000000 Penalty: 5083.463867
	Iteration 35Q: 3 clusters Score -3816027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3816027.000000 Penalty: 5083.463867
	Iteration 36F: 3 clusters Score -3816027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -67792.031250 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -67792.03 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 262 members 
Entering Unmasked Estep 
Score: -66260.875000 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -66260.88 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66419.468750 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -66419.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66485.953125 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -66485.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -66528.203125 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -66528.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -66547.101562 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -66547.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66578.828125 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -66578.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -66588.312500 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -66588.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66589.945312 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -66589.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -66591.671875 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -66591.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66594.539062 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -66594.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66594.539062 Penalty: 3089.341309
	Iteration 10F: 3 clusters Score -66594.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31655 members 
Mstep: Class 4 contains 41105 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27412 members 
Mstep: Class 7 contains 4428 members 
Mstep: Class 8 contains 3060 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16245 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5883 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 67737 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 169742 members 
Mstep: Class 19 contains 7284 members 
Mstep: Class 20 contains 29012 members 
Mstep: Class 21 contains 248607 members 
Mstep: Class 22 contains 13760 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48905 members 
Mstep: Class 25 contains 131616 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10997 members 
Mstep: Class 28 contains 28252 members 
Mstep: Class 29 contains 507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248808.000000 Penalty: 102059.687500
Iteration 279Q: 31 clusters Score -1.222488e+08 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31659 members 
Mstep: Class 4 contains 40825 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27412 members 
Mstep: Class 7 contains 4429 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 3446 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16245 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5883 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 68031 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 169792 members 
Mstep: Class 19 contains 7272 members 
Mstep: Class 20 contains 29018 members 
Mstep: Class 21 contains 248744 members 
Mstep: Class 22 contains 13727 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48904 members 
Mstep: Class 25 contains 131482 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 11028 members 
Mstep: Class 28 contains 28252 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 4914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250848.000000 Penalty: 102059.687500
Iteration 280F: 31 clusters Score -1.222508e+08 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31659 members 
Mstep: Class 4 contains 40630 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27408 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3058 members 
Mstep: Class 9 contains 3448 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16244 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5890 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 67580 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 169535 members 
Mstep: Class 19 contains 7254 members 
Mstep: Class 20 contains 29015 members 
Mstep: Class 21 contains 249141 members 
Mstep: Class 22 contains 13706 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48899 members 
Mstep: Class 25 contains 130864 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10857 members 
Mstep: Class 28 contains 28247 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 6261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252080.000000 Penalty: 102059.687500
Iteration 281Q: 31 clusters Score -1.222521e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31694 members 
Mstep: Class 4 contains 40508 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27406 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3056 members 
Mstep: Class 9 contains 3439 members 
Mstep: Class 10 contains 1229 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5898 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 67066 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 169324 members 
Mstep: Class 19 contains 7224 members 
Mstep: Class 20 contains 29013 members 
Mstep: Class 21 contains 249618 members 
Mstep: Class 22 contains 13689 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48904 members 
Mstep: Class 25 contains 130334 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10712 members 
Mstep: Class 28 contains 28251 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 7324 members 
Entering Unmasked Estep 
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Score: -122252664.000000 Penalty: 102059.687500
Iteration 282Q: 31 clusters Score -1.222527e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31739 members 
Mstep: Class 4 contains 40409 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27400 members 
Mstep: Class 7 contains 4427 members 
Mstep: Class 8 contains 3053 members 
Mstep: Class 9 contains 3424 members 
Mstep: Class 10 contains 1228 members 
Mstep: Class 11 contains 16241 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5908 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 66585 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 169123 members 
Mstep: Class 19 contains 7184 members 
Mstep: Class 20 contains 29021 members 
Mstep: Class 21 contains 250105 members 
Mstep: Class 22 contains 13682 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48911 members 
Mstep: Class 25 contains 129839 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10578 members 
Mstep: Class 28 contains 28260 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 8241 members 
Entering Unmasked Estep 
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Iteration 283Q: 31 clusters Score -1.222533e+08 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31834 members 
Mstep: Class 4 contains 40353 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27391 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 1230 members 
Mstep: Class 11 contains 16244 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5926 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 66063 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168964 members 
Mstep: Class 19 contains 7136 members 
Mstep: Class 20 contains 29018 members 
Mstep: Class 21 contains 250538 members 
Mstep: Class 22 contains 13673 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48917 members 
Mstep: Class 25 contains 129353 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10437 members 
Mstep: Class 28 contains 28263 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 9133 members 
Entering Unmasked Estep 
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Score: -122253448.000000 Penalty: 102059.687500
Iteration 284Q: 31 clusters Score -1.222534e+08 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 31946 members 
Mstep: Class 4 contains 40302 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27381 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3051 members 
Mstep: Class 9 contains 3396 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16254 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5945 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 65560 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168794 members 
Mstep: Class 19 contains 7094 members 
Mstep: Class 20 contains 29029 members 
Mstep: Class 21 contains 250928 members 
Mstep: Class 22 contains 13667 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48927 members 
Mstep: Class 25 contains 128876 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10306 members 
Mstep: Class 28 contains 28276 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 9972 members 
Entering Unmasked Estep 
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Iteration 285Q: 31 clusters Score -1.222537e+08 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 32049 members 
Mstep: Class 4 contains 40278 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27374 members 
Mstep: Class 7 contains 4422 members 
Mstep: Class 8 contains 3049 members 
Mstep: Class 9 contains 3387 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16262 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5960 members 
Mstep: Class 15 contains 7522 members 
Mstep: Class 16 contains 65088 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168654 members 
Mstep: Class 19 contains 7045 members 
Mstep: Class 20 contains 29038 members 
Mstep: Class 21 contains 251280 members 
Mstep: Class 22 contains 13666 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48943 members 
Mstep: Class 25 contains 128429 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10193 members 
Mstep: Class 28 contains 28285 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 10726 members 
Entering Unmasked Estep 
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Iteration 286Q: 31 clusters Score -1.222538e+08 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 32172 members 
Mstep: Class 4 contains 40271 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27370 members 
Mstep: Class 7 contains 4421 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 3378 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16277 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5968 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 64621 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168538 members 
Mstep: Class 19 contains 7005 members 
Mstep: Class 20 contains 29044 members 
Mstep: Class 21 contains 251625 members 
Mstep: Class 22 contains 13671 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48958 members 
Mstep: Class 25 contains 127979 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10098 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 11395 members 
Entering Unmasked Estep 
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Score: -122253744.000000 Penalty: 102059.687500
Iteration 287Q: 31 clusters Score -1.222537e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 32299 members 
Mstep: Class 4 contains 40258 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27373 members 
Mstep: Class 7 contains 4419 members 
Mstep: Class 8 contains 3043 members 
Mstep: Class 9 contains 3361 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16296 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5974 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 64197 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168471 members 
Mstep: Class 19 contains 6970 members 
Mstep: Class 20 contains 29050 members 
Mstep: Class 21 contains 251954 members 
Mstep: Class 22 contains 13674 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48976 members 
Mstep: Class 25 contains 127536 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 10012 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 11970 members 
Entering Unmasked Estep 
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Iteration 288Q: 31 clusters Score -1.222539e+08 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 32426 members 
Mstep: Class 4 contains 40257 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27362 members 
Mstep: Class 7 contains 4414 members 
Mstep: Class 8 contains 3041 members 
Mstep: Class 9 contains 3353 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16312 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5978 members 
Mstep: Class 15 contains 7520 members 
Mstep: Class 16 contains 63828 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168417 members 
Mstep: Class 19 contains 6931 members 
Mstep: Class 20 contains 29057 members 
Mstep: Class 21 contains 252288 members 
Mstep: Class 22 contains 13674 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 48993 members 
Mstep: Class 25 contains 127089 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9946 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 12475 members 
Entering Unmasked Estep 
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Iteration 289Q: 31 clusters Score -1.222537e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 32552 members 
Mstep: Class 4 contains 40250 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27349 members 
Mstep: Class 7 contains 4403 members 
Mstep: Class 8 contains 3038 members 
Mstep: Class 9 contains 3347 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16323 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5984 members 
Mstep: Class 15 contains 7519 members 
Mstep: Class 16 contains 63479 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168427 members 
Mstep: Class 19 contains 6897 members 
Mstep: Class 20 contains 29072 members 
Mstep: Class 21 contains 252555 members 
Mstep: Class 22 contains 13671 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49004 members 
Mstep: Class 25 contains 126699 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9899 members 
Mstep: Class 28 contains 28281 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 12900 members 
Entering Unmasked Estep 
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Iteration 290Q: 31 clusters Score -1.222536e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 32674 members 
Mstep: Class 4 contains 40229 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27361 members 
Mstep: Class 7 contains 4398 members 
Mstep: Class 8 contains 3035 members 
Mstep: Class 9 contains 3339 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16335 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 5994 members 
Mstep: Class 15 contains 7519 members 
Mstep: Class 16 contains 63180 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168450 members 
Mstep: Class 19 contains 6872 members 
Mstep: Class 20 contains 29080 members 
Mstep: Class 21 contains 252860 members 
Mstep: Class 22 contains 13667 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49006 members 
Mstep: Class 25 contains 126292 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9858 members 
Mstep: Class 28 contains 28282 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 13219 members 
Entering Unmasked Estep 
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Iteration 291Q: 31 clusters Score -1.222536e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 32784 members 
Mstep: Class 4 contains 40209 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27365 members 
Mstep: Class 7 contains 4394 members 
Mstep: Class 8 contains 3031 members 
Mstep: Class 9 contains 3329 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16342 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6005 members 
Mstep: Class 15 contains 7519 members 
Mstep: Class 16 contains 62923 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168499 members 
Mstep: Class 19 contains 6849 members 
Mstep: Class 20 contains 29080 members 
Mstep: Class 21 contains 253154 members 
Mstep: Class 22 contains 13660 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49013 members 
Mstep: Class 25 contains 125880 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9839 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 13486 members 
Entering Unmasked Estep 
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Iteration 292Q: 31 clusters Score -1.222535e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 32907 members 
Mstep: Class 4 contains 40187 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27348 members 
Mstep: Class 7 contains 4390 members 
Mstep: Class 8 contains 3027 members 
Mstep: Class 9 contains 3320 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16347 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6014 members 
Mstep: Class 15 contains 7520 members 
Mstep: Class 16 contains 62720 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168540 members 
Mstep: Class 19 contains 6826 members 
Mstep: Class 20 contains 29089 members 
Mstep: Class 21 contains 253425 members 
Mstep: Class 22 contains 13657 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49013 members 
Mstep: Class 25 contains 125484 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9824 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 13719 members 
Entering Unmasked Estep 
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Iteration 293Q: 31 clusters Score -1.222535e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 33044 members 
Mstep: Class 4 contains 40169 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27347 members 
Mstep: Class 7 contains 4386 members 
Mstep: Class 8 contains 3018 members 
Mstep: Class 9 contains 3306 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16354 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6024 members 
Mstep: Class 15 contains 7520 members 
Mstep: Class 16 contains 62500 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168588 members 
Mstep: Class 19 contains 6810 members 
Mstep: Class 20 contains 29096 members 
Mstep: Class 21 contains 253692 members 
Mstep: Class 22 contains 13651 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49020 members 
Mstep: Class 25 contains 125094 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9807 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 13928 members 
Entering Unmasked Estep 
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Iteration 294Q: 31 clusters Score -1.222532e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 33183 members 
Mstep: Class 4 contains 40158 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27344 members 
Mstep: Class 7 contains 4384 members 
Mstep: Class 8 contains 3013 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6028 members 
Mstep: Class 15 contains 7521 members 
Mstep: Class 16 contains 62324 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168621 members 
Mstep: Class 19 contains 6781 members 
Mstep: Class 20 contains 29102 members 
Mstep: Class 21 contains 253913 members 
Mstep: Class 22 contains 13656 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49024 members 
Mstep: Class 25 contains 124744 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9799 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 14102 members 
Entering Unmasked Estep 
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Iteration 295Q: 31 clusters Score -1.222533e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 33303 members 
Mstep: Class 4 contains 40144 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27346 members 
Mstep: Class 7 contains 4382 members 
Mstep: Class 8 contains 3012 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16369 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6030 members 
Mstep: Class 15 contains 7524 members 
Mstep: Class 16 contains 62182 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168629 members 
Mstep: Class 19 contains 6748 members 
Mstep: Class 20 contains 29104 members 
Mstep: Class 21 contains 254128 members 
Mstep: Class 22 contains 13670 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49022 members 
Mstep: Class 25 contains 124414 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9794 members 
Mstep: Class 28 contains 28294 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 14263 members 
Entering Unmasked Estep 
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Iteration 296Q: 31 clusters Score -1.222532e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 33403 members 
Mstep: Class 4 contains 40132 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27348 members 
Mstep: Class 7 contains 4378 members 
Mstep: Class 8 contains 3008 members 
Mstep: Class 9 contains 3282 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16374 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6031 members 
Mstep: Class 15 contains 7523 members 
Mstep: Class 16 contains 62050 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168638 members 
Mstep: Class 19 contains 6721 members 
Mstep: Class 20 contains 29108 members 
Mstep: Class 21 contains 254322 members 
Mstep: Class 22 contains 13685 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49026 members 
Mstep: Class 25 contains 124143 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9790 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 14394 members 
Entering Unmasked Estep 
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Iteration 297Q: 31 clusters Score -1.22253e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 33520 members 
Mstep: Class 4 contains 40116 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27345 members 
Mstep: Class 7 contains 4373 members 
Mstep: Class 8 contains 3004 members 
Mstep: Class 9 contains 3273 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16377 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 7525 members 
Mstep: Class 16 contains 61874 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168676 members 
Mstep: Class 19 contains 6685 members 
Mstep: Class 20 contains 29106 members 
Mstep: Class 21 contains 254505 members 
Mstep: Class 22 contains 13701 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49031 members 
Mstep: Class 25 contains 123909 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9788 members 
Mstep: Class 28 contains 28298 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 14508 members 
Entering Unmasked Estep 
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Iteration 298Q: 31 clusters Score -1.222529e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 33633 members 
Mstep: Class 4 contains 40113 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27344 members 
Mstep: Class 7 contains 4372 members 
Mstep: Class 8 contains 3003 members 
Mstep: Class 9 contains 3268 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16380 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 7526 members 
Mstep: Class 16 contains 61729 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168729 members 
Mstep: Class 19 contains 6650 members 
Mstep: Class 20 contains 29107 members 
Mstep: Class 21 contains 254647 members 
Mstep: Class 22 contains 13709 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49036 members 
Mstep: Class 25 contains 123672 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9783 members 
Mstep: Class 28 contains 28299 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 14614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122253072.000000 Penalty: 102059.687500
Iteration 299Q: 31 clusters Score -1.222531e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 33761 members 
Mstep: Class 4 contains 40115 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27340 members 
Mstep: Class 7 contains 4370 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 3265 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16380 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6034 members 
Mstep: Class 15 contains 7527 members 
Mstep: Class 16 contains 61582 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168784 members 
Mstep: Class 19 contains 6619 members 
Mstep: Class 20 contains 29105 members 
Mstep: Class 21 contains 254810 members 
Mstep: Class 22 contains 13717 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49039 members 
Mstep: Class 25 contains 123417 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9781 members 
Mstep: Class 28 contains 28299 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 14702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252936.000000 Penalty: 102059.687500
Iteration 300F: 31 clusters Score -1.222529e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 33887 members 
Mstep: Class 4 contains 40110 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27340 members 
Mstep: Class 7 contains 4367 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3258 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16379 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6035 members 
Mstep: Class 15 contains 7526 members 
Mstep: Class 16 contains 61309 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168691 members 
Mstep: Class 19 contains 6596 members 
Mstep: Class 20 contains 29099 members 
Mstep: Class 21 contains 254960 members 
Mstep: Class 22 contains 13719 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49037 members 
Mstep: Class 25 contains 123164 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9662 members 
Mstep: Class 28 contains 28298 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 15210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122253128.000000 Penalty: 102059.687500
Iteration 301Q: 31 clusters Score -1.222531e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 34028 members 
Mstep: Class 4 contains 40108 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27342 members 
Mstep: Class 7 contains 4365 members 
Mstep: Class 8 contains 3000 members 
Mstep: Class 9 contains 3250 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16385 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6037 members 
Mstep: Class 15 contains 7526 members 
Mstep: Class 16 contains 61006 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168600 members 
Mstep: Class 19 contains 6569 members 
Mstep: Class 20 contains 29108 members 
Mstep: Class 21 contains 255095 members 
Mstep: Class 22 contains 13718 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49045 members 
Mstep: Class 25 contains 122939 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9537 members 
Mstep: Class 28 contains 28301 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 15689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122253208.000000 Penalty: 102059.687500
Iteration 302Q: 31 clusters Score -1.222532e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 34159 members 
Mstep: Class 4 contains 40097 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27332 members 
Mstep: Class 7 contains 4361 members 
Mstep: Class 8 contains 2998 members 
Mstep: Class 9 contains 3243 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16397 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6037 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 60728 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168484 members 
Mstep: Class 19 contains 6547 members 
Mstep: Class 20 contains 29124 members 
Mstep: Class 21 contains 255259 members 
Mstep: Class 22 contains 13727 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49067 members 
Mstep: Class 25 contains 122723 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9420 members 
Mstep: Class 28 contains 28305 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 16113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122253400.000000 Penalty: 102059.687500
Iteration 303Q: 31 clusters Score -1.222534e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 34266 members 
Mstep: Class 4 contains 40092 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27328 members 
Mstep: Class 7 contains 4356 members 
Mstep: Class 8 contains 2995 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16400 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6038 members 
Mstep: Class 15 contains 7528 members 
Mstep: Class 16 contains 60489 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168350 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 29136 members 
Mstep: Class 21 contains 255418 members 
Mstep: Class 22 contains 13733 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49081 members 
Mstep: Class 25 contains 122533 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9303 members 
Mstep: Class 28 contains 28315 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 16525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122253336.000000 Penalty: 102059.687500
Iteration 304Q: 31 clusters Score -1.222533e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 34372 members 
Mstep: Class 4 contains 40089 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27330 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16409 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6041 members 
Mstep: Class 15 contains 7529 members 
Mstep: Class 16 contains 60259 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168262 members 
Mstep: Class 19 contains 6508 members 
Mstep: Class 20 contains 29138 members 
Mstep: Class 21 contains 255562 members 
Mstep: Class 22 contains 13739 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49103 members 
Mstep: Class 25 contains 122324 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9197 members 
Mstep: Class 28 contains 28317 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 16896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122253256.000000 Penalty: 102059.687500
Iteration 305Q: 31 clusters Score -1.222533e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 34465 members 
Mstep: Class 4 contains 40082 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27327 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2988 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16420 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6044 members 
Mstep: Class 15 contains 7534 members 
Mstep: Class 16 contains 60036 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168194 members 
Mstep: Class 19 contains 6487 members 
Mstep: Class 20 contains 29145 members 
Mstep: Class 21 contains 255768 members 
Mstep: Class 22 contains 13743 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49105 members 
Mstep: Class 25 contains 122103 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9105 members 
Mstep: Class 28 contains 28317 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 17216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122253112.000000 Penalty: 102059.687500
Iteration 306Q: 31 clusters Score -1.222531e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 34546 members 
Mstep: Class 4 contains 40087 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27324 members 
Mstep: Class 7 contains 4347 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3210 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16420 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6045 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 59806 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168158 members 
Mstep: Class 19 contains 6457 members 
Mstep: Class 20 contains 29168 members 
Mstep: Class 21 contains 255933 members 
Mstep: Class 22 contains 13749 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49105 members 
Mstep: Class 25 contains 121936 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 9035 members 
Mstep: Class 28 contains 28313 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 17489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252936.000000 Penalty: 102059.687500
Iteration 307Q: 31 clusters Score -1.222529e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 34624 members 
Mstep: Class 4 contains 40088 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27330 members 
Mstep: Class 7 contains 4343 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3195 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16427 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6045 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 59591 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168110 members 
Mstep: Class 19 contains 6423 members 
Mstep: Class 20 contains 29191 members 
Mstep: Class 21 contains 256079 members 
Mstep: Class 22 contains 13765 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49115 members 
Mstep: Class 25 contains 121781 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8989 members 
Mstep: Class 28 contains 28308 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 17725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252736.000000 Penalty: 102059.687500
Iteration 308Q: 31 clusters Score -1.222527e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 34701 members 
Mstep: Class 4 contains 40093 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27324 members 
Mstep: Class 7 contains 4340 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3186 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16432 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6047 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 59385 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168063 members 
Mstep: Class 19 contains 6398 members 
Mstep: Class 20 contains 29196 members 
Mstep: Class 21 contains 256263 members 
Mstep: Class 22 contains 13769 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49117 members 
Mstep: Class 25 contains 121608 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8944 members 
Mstep: Class 28 contains 28307 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 17954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252512.000000 Penalty: 102059.687500
Iteration 309Q: 31 clusters Score -1.222525e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 34787 members 
Mstep: Class 4 contains 40093 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27326 members 
Mstep: Class 7 contains 4341 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16424 members 
Mstep: Class 12 contains 456 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6048 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 59193 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168009 members 
Mstep: Class 19 contains 6369 members 
Mstep: Class 20 contains 29203 members 
Mstep: Class 21 contains 256425 members 
Mstep: Class 22 contains 13778 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49113 members 
Mstep: Class 25 contains 121457 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8898 members 
Mstep: Class 28 contains 28304 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 18175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252512.000000 Penalty: 102059.687500
Iteration 310Q: 31 clusters Score -1.222525e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 34857 members 
Mstep: Class 4 contains 40096 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27324 members 
Mstep: Class 7 contains 4342 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3168 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16418 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6049 members 
Mstep: Class 15 contains 7545 members 
Mstep: Class 16 contains 59040 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 167984 members 
Mstep: Class 19 contains 6328 members 
Mstep: Class 20 contains 29211 members 
Mstep: Class 21 contains 256569 members 
Mstep: Class 22 contains 13792 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49109 members 
Mstep: Class 25 contains 121322 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8856 members 
Mstep: Class 28 contains 28301 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 18352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252384.000000 Penalty: 102059.687500
Iteration 311Q: 31 clusters Score -1.222524e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 34932 members 
Mstep: Class 4 contains 40092 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27325 members 
Mstep: Class 7 contains 4344 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3159 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16413 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 7547 members 
Mstep: Class 16 contains 58905 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 167972 members 
Mstep: Class 19 contains 6298 members 
Mstep: Class 20 contains 29218 members 
Mstep: Class 21 contains 256698 members 
Mstep: Class 22 contains 13804 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49108 members 
Mstep: Class 25 contains 121168 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8825 members 
Mstep: Class 28 contains 28300 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 18500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252376.000000 Penalty: 102059.687500
Iteration 312Q: 31 clusters Score -1.222524e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35010 members 
Mstep: Class 4 contains 40097 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27329 members 
Mstep: Class 7 contains 4345 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3150 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16412 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 7545 members 
Mstep: Class 16 contains 58758 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 167982 members 
Mstep: Class 19 contains 6254 members 
Mstep: Class 20 contains 29224 members 
Mstep: Class 21 contains 256827 members 
Mstep: Class 22 contains 13814 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49100 members 
Mstep: Class 25 contains 121018 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8800 members 
Mstep: Class 28 contains 28302 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 18642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252224.000000 Penalty: 102059.687500
Iteration 313Q: 31 clusters Score -1.222522e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35078 members 
Mstep: Class 4 contains 40101 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27331 members 
Mstep: Class 7 contains 4346 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3149 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16411 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6051 members 
Mstep: Class 15 contains 7544 members 
Mstep: Class 16 contains 58626 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168008 members 
Mstep: Class 19 contains 6206 members 
Mstep: Class 20 contains 29234 members 
Mstep: Class 21 contains 256977 members 
Mstep: Class 22 contains 13825 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49095 members 
Mstep: Class 25 contains 120855 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8762 members 
Mstep: Class 28 contains 28301 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 18761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252096.000000 Penalty: 102059.687500
Iteration 314Q: 31 clusters Score -1.222521e+08 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35148 members 
Mstep: Class 4 contains 40108 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27339 members 
Mstep: Class 7 contains 4347 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3146 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16410 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6052 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 58490 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168047 members 
Mstep: Class 19 contains 6168 members 
Mstep: Class 20 contains 29241 members 
Mstep: Class 21 contains 257096 members 
Mstep: Class 22 contains 13836 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49091 members 
Mstep: Class 25 contains 120703 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8744 members 
Mstep: Class 28 contains 28294 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 18859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252000.000000 Penalty: 102059.687500
Iteration 315Q: 31 clusters Score -1.22252e+08 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35211 members 
Mstep: Class 4 contains 40119 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27345 members 
Mstep: Class 7 contains 4347 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3140 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16410 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 7543 members 
Mstep: Class 16 contains 58372 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168065 members 
Mstep: Class 19 contains 6132 members 
Mstep: Class 20 contains 29252 members 
Mstep: Class 21 contains 257239 members 
Mstep: Class 22 contains 13841 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49091 members 
Mstep: Class 25 contains 120518 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8734 members 
Mstep: Class 28 contains 28290 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 18960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252072.000000 Penalty: 102059.687500
Iteration 316Q: 31 clusters Score -1.222521e+08 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35274 members 
Mstep: Class 4 contains 40129 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27350 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3141 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16403 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6053 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 58244 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168089 members 
Mstep: Class 19 contains 6101 members 
Mstep: Class 20 contains 29263 members 
Mstep: Class 21 contains 257414 members 
Mstep: Class 22 contains 13846 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49088 members 
Mstep: Class 25 contains 120309 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8729 members 
Mstep: Class 28 contains 28285 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252088.000000 Penalty: 102059.687500
Iteration 317Q: 31 clusters Score -1.222521e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35334 members 
Mstep: Class 4 contains 40130 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27358 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3137 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16398 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 58122 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168088 members 
Mstep: Class 19 contains 6059 members 
Mstep: Class 20 contains 29271 members 
Mstep: Class 21 contains 257622 members 
Mstep: Class 22 contains 13854 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 120106 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8724 members 
Mstep: Class 28 contains 28290 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252000.000000 Penalty: 102059.687500
Iteration 318Q: 31 clusters Score -1.22252e+08 nChanged 741
Entering ConstructFrom: 
Score: -122252000.000000 Penalty: 102059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -24645.960938 Penalty: 1328.433472
	Iteration 0F: 2 clusters Score -24645.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23499.636719 Penalty: 2656.866943
	Iteration 0F: 3 clusters Score -23499.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23573.125000 Penalty: 2656.866943
	Iteration 1F: 3 clusters Score -23573.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23607.699219 Penalty: 2656.866943
	Iteration 2Q: 3 clusters Score -23607.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23609.726562 Penalty: 2656.866943
	Iteration 3Q: 3 clusters Score -23609.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23609.726562 Penalty: 2656.866943
	Iteration 4F: 3 clusters Score -23609.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -63852.785156 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -63852.79 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 243 members 
Entering Unmasked Estep 
Score: -62331.093750 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -62331.09 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -62466.281250 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -62466.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -62509.429688 Penalty: 3062.197998
	Iteration 2Q: 3 clusters Score -62509.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -62530.867188 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -62530.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -62555.890625 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -62555.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62562.816406 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -62562.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -62562.816406 Penalty: 3062.197998
	Iteration 6F: 3 clusters Score -62562.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Entering Unmasked Estep 
Score: -4950159.000000 Penalty: 2597.737793
	Iteration 0F: 2 clusters Score -4950159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -4925941.000000 Penalty: 5195.475586
	Iteration 0F: 3 clusters Score -4925941 nChanged 16199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -4934946.000000 Penalty: 5195.475586
	Iteration 1F: 3 clusters Score -4934946 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -4935459.500000 Penalty: 5195.475586
	Iteration 2Q: 3 clusters Score -4935460 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -4936029.000000 Penalty: 5195.475586
	Iteration 3Q: 3 clusters Score -4936029 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -4936671.500000 Penalty: 5195.475586
	Iteration 4Q: 3 clusters Score -4936672 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -4937505.000000 Penalty: 5195.475586
	Iteration 5Q: 3 clusters Score -4937505 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -4938722.500000 Penalty: 5195.475586
	Iteration 6F: 3 clusters Score -4938722 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -4940330.000000 Penalty: 5195.475586
	Iteration 7F: 3 clusters Score -4940330 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -4942270.000000 Penalty: 5195.475586
	Iteration 8F: 3 clusters Score -4942270 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -4944097.000000 Penalty: 5195.475586
	Iteration 9F: 3 clusters Score -4944097 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -4945444.500000 Penalty: 5195.475586
	Iteration 10Q: 3 clusters Score -4945444 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4946231.000000 Penalty: 5195.475586
	Iteration 11Q: 3 clusters Score -4946231 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -4946657.500000 Penalty: 5195.475586
	Iteration 12Q: 3 clusters Score -4946658 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 31480 members 
Entering Unmasked Estep 
Score: -4946889.000000 Penalty: 5195.475586
	Iteration 13Q: 3 clusters Score -4946889 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -4947030.500000 Penalty: 5195.475586
	Iteration 14Q: 3 clusters Score -4947030 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 31957 members 
Entering Unmasked Estep 
Score: -4947135.000000 Penalty: 5195.475586
	Iteration 15Q: 3 clusters Score -4947135 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -4947217.000000 Penalty: 5195.475586
	Iteration 16Q: 3 clusters Score -4947217 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -4947313.000000 Penalty: 5195.475586
	Iteration 17Q: 3 clusters Score -4947313 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -4947369.500000 Penalty: 5195.475586
	Iteration 18Q: 3 clusters Score -4947370 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -4947422.000000 Penalty: 5195.475586
	Iteration 19Q: 3 clusters Score -4947422 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -4947452.000000 Penalty: 5195.475586
	Iteration 20F: 3 clusters Score -4947452 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -4947495.000000 Penalty: 5195.475586
	Iteration 21Q: 3 clusters Score -4947495 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -4947555.000000 Penalty: 5195.475586
	Iteration 22Q: 3 clusters Score -4947555 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -4947592.500000 Penalty: 5195.475586
	Iteration 23Q: 3 clusters Score -4947592 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -4947619.000000 Penalty: 5195.475586
	Iteration 24Q: 3 clusters Score -4947619 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -4947658.000000 Penalty: 5195.475586
	Iteration 25Q: 3 clusters Score -4947658 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -4947691.000000 Penalty: 5195.475586
	Iteration 26Q: 3 clusters Score -4947691 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -4947729.000000 Penalty: 5195.475586
	Iteration 27Q: 3 clusters Score -4947729 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -4947772.000000 Penalty: 5195.475586
	Iteration 28Q: 3 clusters Score -4947772 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -4947792.000000 Penalty: 5195.475586
	Iteration 29Q: 3 clusters Score -4947792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -4947823.000000 Penalty: 5195.475586
	Iteration 30Q: 3 clusters Score -4947823 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -4947855.000000 Penalty: 5195.475586
	Iteration 31Q: 3 clusters Score -4947855 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -4947876.500000 Penalty: 5195.475586
	Iteration 32Q: 3 clusters Score -4947876 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -4947891.500000 Penalty: 5195.475586
	Iteration 33Q: 3 clusters Score -4947892 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -4947902.500000 Penalty: 5195.475586
	Iteration 34Q: 3 clusters Score -4947902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -4947901.000000 Penalty: 5195.475586
	Iteration 35Q: 3 clusters Score -4947901 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 34009 members 
Entering Unmasked Estep 
Score: -4947928.500000 Penalty: 5195.475586
	Iteration 36Q: 3 clusters Score -4947928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 34043 members 
Entering Unmasked Estep 
Score: -4947947.000000 Penalty: 5195.475586
	Iteration 37Q: 3 clusters Score -4947947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4947965.500000 Penalty: 5195.475586
	Iteration 38Q: 3 clusters Score -4947966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 34098 members 
Entering Unmasked Estep 
Score: -4947983.500000 Penalty: 5195.475586
	Iteration 39Q: 3 clusters Score -4947984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 34126 members 
Entering Unmasked Estep 
Score: -4947996.500000 Penalty: 5195.475586
	Iteration 40F: 3 clusters Score -4947996 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -4947993.500000 Penalty: 5195.475586
	Iteration 41Q: 3 clusters Score -4947994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -4947999.000000 Penalty: 5195.475586
	Iteration 42Q: 3 clusters Score -4947999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4948000.500000 Penalty: 5195.475586
	Iteration 43Q: 3 clusters Score -4948000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -4948007.500000 Penalty: 5195.475586
	Iteration 44Q: 3 clusters Score -4948008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -4948009.000000 Penalty: 5195.475586
	Iteration 45Q: 3 clusters Score -4948009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -4948004.500000 Penalty: 5195.475586
	Iteration 46Q: 3 clusters Score -4948004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -4948008.000000 Penalty: 5195.475586
	Iteration 47Q: 3 clusters Score -4948008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -4948015.000000 Penalty: 5195.475586
	Iteration 48Q: 3 clusters Score -4948015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -4948013.000000 Penalty: 5195.475586
	Iteration 49Q: 3 clusters Score -4948013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -4948012.500000 Penalty: 5195.475586
	Iteration 50Q: 3 clusters Score -4948012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -4948013.000000 Penalty: 5195.475586
	Iteration 51Q: 3 clusters Score -4948013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -4948018.000000 Penalty: 5195.475586
	Iteration 52Q: 3 clusters Score -4948018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -4948024.500000 Penalty: 5195.475586
	Iteration 53Q: 3 clusters Score -4948024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 34215 members 
Entering Unmasked Estep 
Score: -4948020.500000 Penalty: 5195.475586
	Iteration 54Q: 3 clusters Score -4948020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -4948026.000000 Penalty: 5195.475586
	Iteration 55Q: 3 clusters Score -4948026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -4948021.500000 Penalty: 5195.475586
	Iteration 56Q: 3 clusters Score -4948022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -4948027.000000 Penalty: 5195.475586
	Iteration 57Q: 3 clusters Score -4948027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -4948028.000000 Penalty: 5195.475586
	Iteration 58Q: 3 clusters Score -4948028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -4948030.000000 Penalty: 5195.475586
	Iteration 59Q: 3 clusters Score -4948030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4948026.000000 Penalty: 5195.475586
	Iteration 60F: 3 clusters Score -4948026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 34233 members 
Entering Unmasked Estep 
Score: -4948025.000000 Penalty: 5195.475586
	Iteration 61Q: 3 clusters Score -4948025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -4948025.000000 Penalty: 5195.475586
	Iteration 62Q: 3 clusters Score -4948025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -4948027.000000 Penalty: 5195.475586
	Iteration 63Q: 3 clusters Score -4948027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -4948035.000000 Penalty: 5195.475586
	Iteration 64Q: 3 clusters Score -4948035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -4948037.500000 Penalty: 5195.475586
	Iteration 65Q: 3 clusters Score -4948038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -4948036.000000 Penalty: 5195.475586
	Iteration 66Q: 3 clusters Score -4948036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -4948036.000000 Penalty: 5195.475586
	Iteration 67Q: 3 clusters Score -4948036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4948037.000000 Penalty: 5195.475586
	Iteration 68Q: 3 clusters Score -4948037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -4948037.000000 Penalty: 5195.475586
	Iteration 69F: 3 clusters Score -4948037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Entering Unmasked Estep 
Score: -5594900.500000 Penalty: 2628.782471
	Iteration 0F: 2 clusters Score -5594900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -5567701.500000 Penalty: 5257.564941
	Iteration 0F: 3 clusters Score -5567702 nChanged 18278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -5577789.500000 Penalty: 5257.564941
	Iteration 1F: 3 clusters Score -5577790 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -5578370.000000 Penalty: 5257.564941
	Iteration 2Q: 3 clusters Score -5578370 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -5579077.000000 Penalty: 5257.564941
	Iteration 3Q: 3 clusters Score -5579077 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -5579784.000000 Penalty: 5257.564941
	Iteration 4Q: 3 clusters Score -5579784 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5580566.500000 Penalty: 5257.564941
	Iteration 5Q: 3 clusters Score -5580566 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -5581443 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -5582429 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -5583598.500000 Penalty: 5257.564941
	Iteration 8Q: 3 clusters Score -5583598 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -5584599.500000 Penalty: 5257.564941
	Iteration 9Q: 3 clusters Score -5584600 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -5585346.500000 Penalty: 5257.564941
	Iteration 10Q: 3 clusters Score -5585346 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -5585759 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5585976 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -5586082.500000 Penalty: 5257.564941
	Iteration 13Q: 3 clusters Score -5586082 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -5586130.000000 Penalty: 5257.564941
	Iteration 14Q: 3 clusters Score -5586130 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -5586170 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -5586188.500000 Penalty: 5257.564941
	Iteration 16Q: 3 clusters Score -5586188 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -5586193.500000 Penalty: 5257.564941
	Iteration 17Q: 3 clusters Score -5586194 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -5586206.000000 Penalty: 5257.564941
	Iteration 18Q: 3 clusters Score -5586206 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5586216 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -5586233.000000 Penalty: 5257.564941
	Iteration 20F: 3 clusters Score -5586233 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -5586228.500000 Penalty: 5257.564941
	Iteration 21Q: 3 clusters Score -5586228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -5586232.500000 Penalty: 5257.564941
	Iteration 22Q: 3 clusters Score -5586232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -5586236.000000 Penalty: 5257.564941
	Iteration 23Q: 3 clusters Score -5586236 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -5586237.000000 Penalty: 5257.564941
	Iteration 24Q: 3 clusters Score -5586237 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -5586235.000000 Penalty: 5257.564941
	Iteration 25Q: 3 clusters Score -5586235 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -5586244.500000 Penalty: 5257.564941
	Iteration 26Q: 3 clusters Score -5586244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -5586256.500000 Penalty: 5257.564941
	Iteration 27Q: 3 clusters Score -5586256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -5586255.000000 Penalty: 5257.564941
	Iteration 28Q: 3 clusters Score -5586255 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -5586239.000000 Penalty: 5257.564941
	Iteration 29Q: 3 clusters Score -5586239 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -5586240.000000 Penalty: 5257.564941
	Iteration 30Q: 3 clusters Score -5586240 nChanged 64
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Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -5586247.500000 Penalty: 5257.564941
	Iteration 31Q: 3 clusters Score -5586248 nChanged 77
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Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -5586260.500000 Penalty: 5257.564941
	Iteration 32Q: 3 clusters Score -5586260 nChanged 87
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Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5586272 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5586281 nChanged 121
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Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5586276 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5586311 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -5586326.500000 Penalty: 5257.564941
	Iteration 37Q: 3 clusters Score -5586326 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5586378 nChanged 258
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Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5586465 nChanged 329
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Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5586552 nChanged 425
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Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5586692 nChanged 498
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5586935 nChanged 582
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Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5587309 nChanged 737
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26697 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -5587918.500000 Penalty: 5257.564941
	Iteration 44Q: 3 clusters Score -5587918 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -5588591.500000 Penalty: 5257.564941
	Iteration 45Q: 3 clusters Score -5588592 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5589188 nChanged 834
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5589678 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5590050 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5590378 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5590672 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5590865 nChanged 428
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5590990 nChanged 371
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -5591137.500000 Penalty: 5257.564941
	Iteration 53Q: 3 clusters Score -5591138 nChanged 344
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Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5591252 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -5591348.500000 Penalty: 5257.564941
	Iteration 55Q: 3 clusters Score -5591348 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -5591439.000000 Penalty: 5257.564941
	Iteration 56Q: 3 clusters Score -5591439 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5591548 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -5591605.500000 Penalty: 5257.564941
	Iteration 58Q: 3 clusters Score -5591606 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -5591672.500000 Penalty: 5257.564941
	Iteration 59Q: 3 clusters Score -5591672 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -5591718.500000 Penalty: 5257.564941
	Iteration 60F: 3 clusters Score -5591718 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -5591755.500000 Penalty: 5257.564941
	Iteration 61Q: 3 clusters Score -5591756 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -5591793.000000 Penalty: 5257.564941
	Iteration 62Q: 3 clusters Score -5591793 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -5591826.500000 Penalty: 5257.564941
	Iteration 63Q: 3 clusters Score -5591826 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -5591852.500000 Penalty: 5257.564941
	Iteration 64Q: 3 clusters Score -5591852 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -5591890.500000 Penalty: 5257.564941
	Iteration 65Q: 3 clusters Score -5591890 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -5591904.500000 Penalty: 5257.564941
	Iteration 66Q: 3 clusters Score -5591904 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35213 members 
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Entering Unmasked Estep 
Score: -5591942.500000 Penalty: 5257.564941
	Iteration 67Q: 3 clusters Score -5591942 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5591980.500000 Penalty: 5257.564941
	Iteration 68Q: 3 clusters Score -5591980 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -5592000.500000 Penalty: 5257.564941
	Iteration 69Q: 3 clusters Score -5592000 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -5591999.000000 Penalty: 5257.564941
	Iteration 70Q: 3 clusters Score -5591999 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -5592022.500000 Penalty: 5257.564941
	Iteration 71Q: 3 clusters Score -5592022 nChanged 81
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Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5592046 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -5592049.500000 Penalty: 5257.564941
	Iteration 73Q: 3 clusters Score -5592050 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5592081.500000 Penalty: 5257.564941
	Iteration 74Q: 3 clusters Score -5592082 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5592109.500000 Penalty: 5257.564941
	Iteration 75Q: 3 clusters Score -5592110 nChanged 74
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Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -5592122.000000 Penalty: 5257.564941
	Iteration 76Q: 3 clusters Score -5592122 nChanged 81
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Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5592139.500000 Penalty: 5257.564941
	Iteration 77Q: 3 clusters Score -5592140 nChanged 64
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Mstep: Class 1 contains 36162 members 
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Entering Unmasked Estep 
Score: -5592154.500000 Penalty: 5257.564941
	Iteration 78Q: 3 clusters Score -5592154 nChanged 57
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Mstep: Class 1 contains 36219 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5592180 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36273 members 
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Entering Unmasked Estep 
Score: -5592202.500000 Penalty: 5257.564941
	Iteration 80F: 3 clusters Score -5592202 nChanged 69
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Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -5592215.500000 Penalty: 5257.564941
	Iteration 81Q: 3 clusters Score -5592216 nChanged 50
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Mstep: Class 1 contains 36392 members 
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Entering Unmasked Estep 
Score: -5592243.500000 Penalty: 5257.564941
	Iteration 82Q: 3 clusters Score -5592244 nChanged 53
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Mstep: Class 1 contains 36445 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5592250 nChanged 62
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Mstep: Class 1 contains 36507 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5592256 nChanged 60
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Mstep: Class 1 contains 36567 members 
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Entering Unmasked Estep 
Score: -5592263.500000 Penalty: 5257.564941
	Iteration 85Q: 3 clusters Score -5592264 nChanged 58
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Mstep: Class 1 contains 36625 members 
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Entering Unmasked Estep 
Score: -5592271.500000 Penalty: 5257.564941
	Iteration 86Q: 3 clusters Score -5592272 nChanged 67
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Mstep: Class 1 contains 36692 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5592276 nChanged 58
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Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5592296 nChanged 59
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Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -5592306.000000 Penalty: 5257.564941
	Iteration 89Q: 3 clusters Score -5592306 nChanged 61
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Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -5592315.000000 Penalty: 5257.564941
	Iteration 90Q: 3 clusters Score -5592315 nChanged 58
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Mstep: Class 1 contains 36926 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5592321 nChanged 56
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Mstep: Class 1 contains 36978 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5592350 nChanged 54
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Mstep: Class 1 contains 37032 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5592358 nChanged 54
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5592370 nChanged 44
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Mstep: Class 1 contains 37126 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5592388 nChanged 43
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Mstep: Class 1 contains 37169 members 
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Entering Unmasked Estep 
Score: -5592408.000000 Penalty: 5257.564941
	Iteration 96Q: 3 clusters Score -5592408 nChanged 42
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Mstep: Class 1 contains 37211 members 
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Entering Unmasked Estep 
Score: -5592410.000000 Penalty: 5257.564941
	Iteration 97Q: 3 clusters Score -5592410 nChanged 50
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Mstep: Class 1 contains 37257 members 
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Entering Unmasked Estep 
Score: -5592420.500000 Penalty: 5257.564941
	Iteration 98Q: 3 clusters Score -5592420 nChanged 54
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Entering Unmasked Estep 
Score: -5592440.500000 Penalty: 5257.564941
	Iteration 99Q: 3 clusters Score -5592440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -5592437.000000 Penalty: 5257.564941
	Iteration 100F: 3 clusters Score -5592437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -5592438.500000 Penalty: 5257.564941
	Iteration 101Q: 3 clusters Score -5592438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5592441.000000 Penalty: 5257.564941
	Iteration 102Q: 3 clusters Score -5592441 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5592452.500000 Penalty: 5257.564941
	Iteration 103Q: 3 clusters Score -5592452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37503 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -5592464.500000 Penalty: 5257.564941
	Iteration 104Q: 3 clusters Score -5592464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5592489.500000 Penalty: 5257.564941
	Iteration 105Q: 3 clusters Score -5592490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -5592491.500000 Penalty: 5257.564941
	Iteration 106Q: 3 clusters Score -5592492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5592494.500000 Penalty: 5257.564941
	Iteration 107Q: 3 clusters Score -5592494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -5592496.500000 Penalty: 5257.564941
	Iteration 108Q: 3 clusters Score -5592496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -5592508.500000 Penalty: 5257.564941
	Iteration 109Q: 3 clusters Score -5592508 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5592521.000000 Penalty: 5257.564941
	Iteration 110Q: 3 clusters Score -5592521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5592522.000000 Penalty: 5257.564941
	Iteration 111Q: 3 clusters Score -5592522 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5592532.000000 Penalty: 5257.564941
	Iteration 112Q: 3 clusters Score -5592532 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -5592540.500000 Penalty: 5257.564941
	Iteration 113Q: 3 clusters Score -5592540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5592565.000000 Penalty: 5257.564941
	Iteration 114Q: 3 clusters Score -5592565 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -5592569.500000 Penalty: 5257.564941
	Iteration 115Q: 3 clusters Score -5592570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5592584.500000 Penalty: 5257.564941
	Iteration 116Q: 3 clusters Score -5592584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37992 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -5592583.500000 Penalty: 5257.564941
	Iteration 117Q: 3 clusters Score -5592584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38009 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -5592590.000000 Penalty: 5257.564941
	Iteration 118Q: 3 clusters Score -5592590 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -5592588.500000 Penalty: 5257.564941
	Iteration 119Q: 3 clusters Score -5592588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5592606.000000 Penalty: 5257.564941
	Iteration 120F: 3 clusters Score -5592606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5592606.000000 Penalty: 5257.564941
	Iteration 121Q: 3 clusters Score -5592606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5592605.000000 Penalty: 5257.564941
	Iteration 122Q: 3 clusters Score -5592605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5592608.500000 Penalty: 5257.564941
	Iteration 123Q: 3 clusters Score -5592608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -5592615.000000 Penalty: 5257.564941
	Iteration 124Q: 3 clusters Score -5592615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -5592628.500000 Penalty: 5257.564941
	Iteration 125Q: 3 clusters Score -5592628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -5592613.500000 Penalty: 5257.564941
	Iteration 126Q: 3 clusters Score -5592614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -5592622.500000 Penalty: 5257.564941
	Iteration 127Q: 3 clusters Score -5592622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -5592618.000000 Penalty: 5257.564941
	Iteration 128Q: 3 clusters Score -5592618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -5592619.500000 Penalty: 5257.564941
	Iteration 129Q: 3 clusters Score -5592620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -5592617.500000 Penalty: 5257.564941
	Iteration 130Q: 3 clusters Score -5592618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -5592618.500000 Penalty: 5257.564941
	Iteration 131Q: 3 clusters Score -5592618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -5592614.500000 Penalty: 5257.564941
	Iteration 132Q: 3 clusters Score -5592614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5592621.000000 Penalty: 5257.564941
	Iteration 133Q: 3 clusters Score -5592621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -5592622.500000 Penalty: 5257.564941
	Iteration 134Q: 3 clusters Score -5592622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5592623.500000 Penalty: 5257.564941
	Iteration 135Q: 3 clusters Score -5592624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5592624.000000 Penalty: 5257.564941
	Iteration 136Q: 3 clusters Score -5592624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -5592622.000000 Penalty: 5257.564941
	Iteration 137Q: 3 clusters Score -5592622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5592631.000000 Penalty: 5257.564941
	Iteration 138Q: 3 clusters Score -5592631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -5592637.000000 Penalty: 5257.564941
	Iteration 139Q: 3 clusters Score -5592637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5592637.000000 Penalty: 5257.564941
	Iteration 140F: 3 clusters Score -5592637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5592639.000000 Penalty: 5257.564941
	Iteration 141Q: 3 clusters Score -5592639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -5592634.500000 Penalty: 5257.564941
	Iteration 142Q: 3 clusters Score -5592634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5592642.000000 Penalty: 5257.564941
	Iteration 143Q: 3 clusters Score -5592642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5592640.000000 Penalty: 5257.564941
	Iteration 144Q: 3 clusters Score -5592640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -5592644.000000 Penalty: 5257.564941
	Iteration 145Q: 3 clusters Score -5592644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5592640.000000 Penalty: 5257.564941
	Iteration 146Q: 3 clusters Score -5592640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5592639.000000 Penalty: 5257.564941
	Iteration 147Q: 3 clusters Score -5592639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5592645.500000 Penalty: 5257.564941
	Iteration 148Q: 3 clusters Score -5592646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5592643.000000 Penalty: 5257.564941
	Iteration 149Q: 3 clusters Score -5592643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5592640.000000 Penalty: 5257.564941
	Iteration 150Q: 3 clusters Score -5592640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5592640.500000 Penalty: 5257.564941
	Iteration 151Q: 3 clusters Score -5592640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -5592634.500000 Penalty: 5257.564941
	Iteration 152Q: 3 clusters Score -5592634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -5592640.000000 Penalty: 5257.564941
	Iteration 153Q: 3 clusters Score -5592640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5592641.000000 Penalty: 5257.564941
	Iteration 154Q: 3 clusters Score -5592641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38235 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5592637.000000 Penalty: 5257.564941
	Iteration 155Q: 3 clusters Score -5592637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5592637.000000 Penalty: 5257.564941
	Iteration 156Q: 3 clusters Score -5592637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5592637.000000 Penalty: 5257.564941
	Iteration 157F: 3 clusters Score -5592637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -98539.398438 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -98539.4 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 361 members 
Entering Unmasked Estep 
Score: -96775.062500 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -96775.06 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97153.226562 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -97153.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -97461.500000 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -97461.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -97726.695312 Penalty: 3292.080078
	Iteration 3F: 3 clusters Score -97726.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -97986.070312 Penalty: 3292.080078
	Iteration 4F: 3 clusters Score -97986.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -98133.585938 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -98133.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -98262.257812 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -98262.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -98357.531250 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -98357.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -98415.007812 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -98415.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -98425.742188 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -98425.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -98436.617188 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -98436.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98443.835938 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -98443.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -98460.351562 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -98460.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98498.445312 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -98498.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -98547.289062 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -98547.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98591.281250 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -98591.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -98618.906250 Penalty: 3292.080078
	Iteration 16Q: 3 clusters Score -98618.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -98625.000000 Penalty: 3292.080078
	Iteration 17Q: 3 clusters Score -98625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98626.960938 Penalty: 3292.080078
	Iteration 18Q: 3 clusters Score -98626.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -98626.960938 Penalty: 3292.080078
	Iteration 19F: 3 clusters Score -98626.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35410 members 
Mstep: Class 4 contains 40132 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 27361 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3134 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16395 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 58030 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168109 members 
Mstep: Class 19 contains 6020 members 
Mstep: Class 20 contains 29274 members 
Mstep: Class 21 contains 257815 members 
Mstep: Class 22 contains 13859 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49090 members 
Mstep: Class 25 contains 119865 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8715 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19220 members 
Mstep: Class 31 contains 321 members 
Entering Unmasked Estep 
Score: -122250408.000000 Penalty: 105461.679688
Splitting cluster 5 changes total score from -122252000.000000 to -122250408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (27361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Entering Unmasked Estep 
Score: -3431224.250000 Penalty: 2533.784668
	Iteration 0F: 2 clusters Score -3431224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -3412702.750000 Penalty: 5067.569336
	Iteration 0F: 3 clusters Score -3412703 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3419598.000000 Penalty: 5067.569336
	Iteration 1F: 3 clusters Score -3419598 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -3420518.750000 Penalty: 5067.569336
	Iteration 2F: 3 clusters Score -3420519 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3421461.750000 Penalty: 5067.569336
	Iteration 3F: 3 clusters Score -3421462 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3422701.250000 Penalty: 5067.569336
	Iteration 4F: 3 clusters Score -3422701 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -3424070.750000 Penalty: 5067.569336
	Iteration 5F: 3 clusters Score -3424071 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -3425409.500000 Penalty: 5067.569336
	Iteration 6F: 3 clusters Score -3425410 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -3426545.750000 Penalty: 5067.569336
	Iteration 7F: 3 clusters Score -3426546 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -3427331.750000 Penalty: 5067.569336
	Iteration 8F: 3 clusters Score -3427332 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -3427814.500000 Penalty: 5067.569336
	Iteration 9Q: 3 clusters Score -3427814 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -3428084 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -3428279.000000 Penalty: 5067.569336
	Iteration 11Q: 3 clusters Score -3428279 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -3428379.250000 Penalty: 5067.569336
	Iteration 12Q: 3 clusters Score -3428379 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -3428455.250000 Penalty: 5067.569336
	Iteration 13Q: 3 clusters Score -3428455 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -3428514.250000 Penalty: 5067.569336
	Iteration 14Q: 3 clusters Score -3428514 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3428541.500000 Penalty: 5067.569336
	Iteration 15Q: 3 clusters Score -3428542 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -3428595.250000 Penalty: 5067.569336
	Iteration 16Q: 3 clusters Score -3428595 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -3428644.750000 Penalty: 5067.569336
	Iteration 17Q: 3 clusters Score -3428645 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3428693.000000 Penalty: 5067.569336
	Iteration 18Q: 3 clusters Score -3428693 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -3428735.000000 Penalty: 5067.569336
	Iteration 19Q: 3 clusters Score -3428735 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -3428765.750000 Penalty: 5067.569336
	Iteration 20F: 3 clusters Score -3428766 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -3428814.250000 Penalty: 5067.569336
	Iteration 21Q: 3 clusters Score -3428814 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3428839.500000 Penalty: 5067.569336
	Iteration 22Q: 3 clusters Score -3428840 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -3428870.500000 Penalty: 5067.569336
	Iteration 23Q: 3 clusters Score -3428870 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -3428912.750000 Penalty: 5067.569336
	Iteration 24Q: 3 clusters Score -3428913 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -3428930.500000 Penalty: 5067.569336
	Iteration 25Q: 3 clusters Score -3428930 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -3428952.000000 Penalty: 5067.569336
	Iteration 26Q: 3 clusters Score -3428952 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3428989.750000 Penalty: 5067.569336
	Iteration 27Q: 3 clusters Score -3428990 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -3429012.750000 Penalty: 5067.569336
	Iteration 28Q: 3 clusters Score -3429013 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -3429033.750000 Penalty: 5067.569336
	Iteration 29Q: 3 clusters Score -3429034 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3429071.000000 Penalty: 5067.569336
	Iteration 30Q: 3 clusters Score -3429071 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3429097.750000 Penalty: 5067.569336
	Iteration 31Q: 3 clusters Score -3429098 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -3429123.750000 Penalty: 5067.569336
	Iteration 32Q: 3 clusters Score -3429124 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -3429150.250000 Penalty: 5067.569336
	Iteration 33Q: 3 clusters Score -3429150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -3429183.250000 Penalty: 5067.569336
	Iteration 34Q: 3 clusters Score -3429183 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -3429192.000000 Penalty: 5067.569336
	Iteration 35Q: 3 clusters Score -3429192 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -3429218.750000 Penalty: 5067.569336
	Iteration 36Q: 3 clusters Score -3429219 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -3429241.500000 Penalty: 5067.569336
	Iteration 37Q: 3 clusters Score -3429242 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -3429268.750000 Penalty: 5067.569336
	Iteration 38Q: 3 clusters Score -3429269 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -3429286.250000 Penalty: 5067.569336
	Iteration 39Q: 3 clusters Score -3429286 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -3429316.750000 Penalty: 5067.569336
	Iteration 40F: 3 clusters Score -3429317 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -3429332.250000 Penalty: 5067.569336
	Iteration 41Q: 3 clusters Score -3429332 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -3429352.250000 Penalty: 5067.569336
	Iteration 42Q: 3 clusters Score -3429352 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22355 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -3429367.750000 Penalty: 5067.569336
	Iteration 43Q: 3 clusters Score -3429368 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3429375.000000 Penalty: 5067.569336
	Iteration 44Q: 3 clusters Score -3429375 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -3429376.750000 Penalty: 5067.569336
	Iteration 45Q: 3 clusters Score -3429377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3429381.500000 Penalty: 5067.569336
	Iteration 46Q: 3 clusters Score -3429382 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3429387.250000 Penalty: 5067.569336
	Iteration 47Q: 3 clusters Score -3429387 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -3429403.250000 Penalty: 5067.569336
	Iteration 48Q: 3 clusters Score -3429403 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3429404 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3429413.500000 Penalty: 5067.569336
	Iteration 50Q: 3 clusters Score -3429414 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -3429423.750000 Penalty: 5067.569336
	Iteration 51Q: 3 clusters Score -3429424 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -3429431.000000 Penalty: 5067.569336
	Iteration 52Q: 3 clusters Score -3429431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3429434.500000 Penalty: 5067.569336
	Iteration 53Q: 3 clusters Score -3429434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3429440.000000 Penalty: 5067.569336
	Iteration 54Q: 3 clusters Score -3429440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -3429442.750000 Penalty: 5067.569336
	Iteration 55Q: 3 clusters Score -3429443 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3429458.000000 Penalty: 5067.569336
	Iteration 56Q: 3 clusters Score -3429458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3429461.250000 Penalty: 5067.569336
	Iteration 57Q: 3 clusters Score -3429461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3429466.750000 Penalty: 5067.569336
	Iteration 58Q: 3 clusters Score -3429467 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -3429475.500000 Penalty: 5067.569336
	Iteration 59Q: 3 clusters Score -3429476 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3429477.750000 Penalty: 5067.569336
	Iteration 60F: 3 clusters Score -3429478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -3429478.750000 Penalty: 5067.569336
	Iteration 61Q: 3 clusters Score -3429479 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3429484.000000 Penalty: 5067.569336
	Iteration 62Q: 3 clusters Score -3429484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3429482.250000 Penalty: 5067.569336
	Iteration 63Q: 3 clusters Score -3429482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -3429497.000000 Penalty: 5067.569336
	Iteration 64Q: 3 clusters Score -3429497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3429492.000000 Penalty: 5067.569336
	Iteration 65Q: 3 clusters Score -3429492 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3429499.500000 Penalty: 5067.569336
	Iteration 66Q: 3 clusters Score -3429500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3429506.000000 Penalty: 5067.569336
	Iteration 67Q: 3 clusters Score -3429506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3429506.000000 Penalty: 5067.569336
	Iteration 68Q: 3 clusters Score -3429506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -3429511.750000 Penalty: 5067.569336
	Iteration 69Q: 3 clusters Score -3429512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3429510.750000 Penalty: 5067.569336
	Iteration 70Q: 3 clusters Score -3429511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -3429511.250000 Penalty: 5067.569336
	Iteration 71Q: 3 clusters Score -3429511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -3429514.250000 Penalty: 5067.569336
	Iteration 72Q: 3 clusters Score -3429514 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -3429516.500000 Penalty: 5067.569336
	Iteration 73Q: 3 clusters Score -3429516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3429524.250000 Penalty: 5067.569336
	Iteration 74Q: 3 clusters Score -3429524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -3429521.000000 Penalty: 5067.569336
	Iteration 75Q: 3 clusters Score -3429521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3429524.250000 Penalty: 5067.569336
	Iteration 76Q: 3 clusters Score -3429524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -3429525.500000 Penalty: 5067.569336
	Iteration 77Q: 3 clusters Score -3429526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -3429530.500000 Penalty: 5067.569336
	Iteration 78Q: 3 clusters Score -3429530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3429529.250000 Penalty: 5067.569336
	Iteration 79Q: 3 clusters Score -3429529 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3429541.500000 Penalty: 5067.569336
	Iteration 80F: 3 clusters Score -3429542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -3429537.250000 Penalty: 5067.569336
	Iteration 81Q: 3 clusters Score -3429537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -3429544.250000 Penalty: 5067.569336
	Iteration 82Q: 3 clusters Score -3429544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -3429553.250000 Penalty: 5067.569336
	Iteration 83Q: 3 clusters Score -3429553 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -3429555.250000 Penalty: 5067.569336
	Iteration 84Q: 3 clusters Score -3429555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3429551.250000 Penalty: 5067.569336
	Iteration 85Q: 3 clusters Score -3429551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3429556.250000 Penalty: 5067.569336
	Iteration 86Q: 3 clusters Score -3429556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3429548.000000 Penalty: 5067.569336
	Iteration 87Q: 3 clusters Score -3429548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -3429548.000000 Penalty: 5067.569336
	Iteration 88Q: 3 clusters Score -3429548 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3429552.000000 Penalty: 5067.569336
	Iteration 89Q: 3 clusters Score -3429552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3429551.250000 Penalty: 5067.569336
	Iteration 90Q: 3 clusters Score -3429551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3429551.500000 Penalty: 5067.569336
	Iteration 91Q: 3 clusters Score -3429552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3429551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3429549.500000 Penalty: 5067.569336
	Iteration 93Q: 3 clusters Score -3429550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3429549.750000 Penalty: 5067.569336
	Iteration 94Q: 3 clusters Score -3429550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3429547.750000 Penalty: 5067.569336
	Iteration 95Q: 3 clusters Score -3429548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3429552.250000 Penalty: 5067.569336
	Iteration 96Q: 3 clusters Score -3429552 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3429557.250000 Penalty: 5067.569336
	Iteration 97Q: 3 clusters Score -3429557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3429555 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23844 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3429557 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3429556.750000 Penalty: 5067.569336
	Iteration 100F: 3 clusters Score -3429557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Entering Unmasked Estep 
Score: -561096.375000 Penalty: 2077.612793
	Iteration 0F: 2 clusters Score -561096.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -556999.937500 Penalty: 4155.225586
	Iteration 0F: 3 clusters Score -556999.9 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -557907.687500 Penalty: 4155.225586
	Iteration 1F: 3 clusters Score -557907.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -558095.500000 Penalty: 4155.225586
	Iteration 2F: 3 clusters Score -558095.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -558233.875000 Penalty: 4155.225586
	Iteration 3Q: 3 clusters Score -558233.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -558382.500000 Penalty: 4155.225586
	Iteration 4Q: 3 clusters Score -558382.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -558555.062500 Penalty: 4155.225586
	Iteration 5Q: 3 clusters Score -558555.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -558722.500000 Penalty: 4155.225586
	Iteration 6Q: 3 clusters Score -558722.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -558885.187500 Penalty: 4155.225586
	Iteration 7Q: 3 clusters Score -558885.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -559041.125000 Penalty: 4155.225586
	Iteration 8Q: 3 clusters Score -559041.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -559189.312500 Penalty: 4155.225586
	Iteration 9Q: 3 clusters Score -559189.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -559320.937500 Penalty: 4155.225586
	Iteration 10Q: 3 clusters Score -559320.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -559442.375000 Penalty: 4155.225586
	Iteration 11Q: 3 clusters Score -559442.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -559554.687500 Penalty: 4155.225586
	Iteration 12Q: 3 clusters Score -559554.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -559663.312500 Penalty: 4155.225586
	Iteration 13Q: 3 clusters Score -559663.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -559741.062500 Penalty: 4155.225586
	Iteration 14Q: 3 clusters Score -559741.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -559801.312500 Penalty: 4155.225586
	Iteration 15Q: 3 clusters Score -559801.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -559849.937500 Penalty: 4155.225586
	Iteration 16Q: 3 clusters Score -559849.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -559888.812500 Penalty: 4155.225586
	Iteration 17Q: 3 clusters Score -559888.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -559917.562500 Penalty: 4155.225586
	Iteration 18Q: 3 clusters Score -559917.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -559938.937500 Penalty: 4155.225586
	Iteration 19Q: 3 clusters Score -559938.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -559946.375000 Penalty: 4155.225586
	Iteration 20F: 3 clusters Score -559946.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -559953.250000 Penalty: 4155.225586
	Iteration 21Q: 3 clusters Score -559953.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -559963.125000 Penalty: 4155.225586
	Iteration 22Q: 3 clusters Score -559963.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -559972.437500 Penalty: 4155.225586
	Iteration 23Q: 3 clusters Score -559972.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -559981.312500 Penalty: 4155.225586
	Iteration 24Q: 3 clusters Score -559981.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -559987.687500 Penalty: 4155.225586
	Iteration 25Q: 3 clusters Score -559987.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -559992.250000 Penalty: 4155.225586
	Iteration 26Q: 3 clusters Score -559992.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -559994.687500 Penalty: 4155.225586
	Iteration 27Q: 3 clusters Score -559994.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -559994.625000 Penalty: 4155.225586
	Iteration 28Q: 3 clusters Score -559994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -559994.625000 Penalty: 4155.225586
	Iteration 29Q: 3 clusters Score -559994.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -559994.625000 Penalty: 4155.225586
	Iteration 30F: 3 clusters Score -559994.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Entering Unmasked Estep 
Score: -424803.312500 Penalty: 1984.419067
	Iteration 0F: 2 clusters Score -424803.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -421519.093750 Penalty: 3968.838135
	Iteration 0F: 3 clusters Score -421519.1 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -422193.093750 Penalty: 3968.838135
	Iteration 1F: 3 clusters Score -422193.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -422361.468750 Penalty: 3968.838135
	Iteration 2F: 3 clusters Score -422361.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -422453.250000 Penalty: 3968.838135
	Iteration 3Q: 3 clusters Score -422453.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -422511.125000 Penalty: 3968.838135
	Iteration 4Q: 3 clusters Score -422511.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -422546.843750 Penalty: 3968.838135
	Iteration 5Q: 3 clusters Score -422546.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -422569.906250 Penalty: 3968.838135
	Iteration 6Q: 3 clusters Score -422569.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -422579.843750 Penalty: 3968.838135
	Iteration 7Q: 3 clusters Score -422579.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -422589.312500 Penalty: 3968.838135
	Iteration 8Q: 3 clusters Score -422589.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -422597.687500 Penalty: 3968.838135
	Iteration 9Q: 3 clusters Score -422597.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -422606.468750 Penalty: 3968.838135
	Iteration 10Q: 3 clusters Score -422606.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -422612.250000 Penalty: 3968.838135
	Iteration 11Q: 3 clusters Score -422612.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -422618.812500 Penalty: 3968.838135
	Iteration 12Q: 3 clusters Score -422618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -422621.062500 Penalty: 3968.838135
	Iteration 13Q: 3 clusters Score -422621.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -422622.406250 Penalty: 3968.838135
	Iteration 14Q: 3 clusters Score -422622.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -422626.375000 Penalty: 3968.838135
	Iteration 15Q: 3 clusters Score -422626.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -422628.625000 Penalty: 3968.838135
	Iteration 16Q: 3 clusters Score -422628.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -422630.250000 Penalty: 3968.838135
	Iteration 17Q: 3 clusters Score -422630.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -422633.000000 Penalty: 3968.838135
	Iteration 18Q: 3 clusters Score -422633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -422635.937500 Penalty: 3968.838135
	Iteration 19Q: 3 clusters Score -422635.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -422638.093750 Penalty: 3968.838135
	Iteration 20F: 3 clusters Score -422638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -422639.906250 Penalty: 3968.838135
	Iteration 21Q: 3 clusters Score -422639.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -422641.031250 Penalty: 3968.838135
	Iteration 22Q: 3 clusters Score -422641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -422641.031250 Penalty: 3968.838135
	Iteration 23F: 3 clusters Score -422641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Entering Unmasked Estep 
Score: -404668.500000 Penalty: 1996.416138
	Iteration 0F: 2 clusters Score -404668.5 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 1564 members 
Entering Unmasked Estep 
Score: -401393.125000 Penalty: 3992.832275
	Iteration 0F: 3 clusters Score -401393.1 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -402111.656250 Penalty: 3992.832275
	Iteration 1F: 3 clusters Score -402111.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -402338.218750 Penalty: 3992.832275
	Iteration 2F: 3 clusters Score -402338.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -402511.906250 Penalty: 3992.832275
	Iteration 3F: 3 clusters Score -402511.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -402672.468750 Penalty: 3992.832275
	Iteration 4Q: 3 clusters Score -402672.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -402826.093750 Penalty: 3992.832275
	Iteration 5Q: 3 clusters Score -402826.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -402949.531250 Penalty: 3992.832275
	Iteration 6Q: 3 clusters Score -402949.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -403054.593750 Penalty: 3992.832275
	Iteration 7Q: 3 clusters Score -403054.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -403152.593750 Penalty: 3992.832275
	Iteration 8Q: 3 clusters Score -403152.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -403280.406250 Penalty: 3992.832275
	Iteration 9Q: 3 clusters Score -403280.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -403373.531250 Penalty: 3992.832275
	Iteration 10Q: 3 clusters Score -403373.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -403442.531250 Penalty: 3992.832275
	Iteration 11Q: 3 clusters Score -403442.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -403487.250000 Penalty: 3992.832275
	Iteration 12Q: 3 clusters Score -403487.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -403511.375000 Penalty: 3992.832275
	Iteration 13Q: 3 clusters Score -403511.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -403533.406250 Penalty: 3992.832275
	Iteration 14Q: 3 clusters Score -403533.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -403549.125000 Penalty: 3992.832275
	Iteration 15Q: 3 clusters Score -403549.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -403552.687500 Penalty: 3992.832275
	Iteration 16Q: 3 clusters Score -403552.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -403557.281250 Penalty: 3992.832275
	Iteration 17Q: 3 clusters Score -403557.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -403561.875000 Penalty: 3992.832275
	Iteration 18Q: 3 clusters Score -403561.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -403568.156250 Penalty: 3992.832275
	Iteration 19Q: 3 clusters Score -403568.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -403571.531250 Penalty: 3992.832275
	Iteration 20F: 3 clusters Score -403571.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -403573.937500 Penalty: 3992.832275
	Iteration 21Q: 3 clusters Score -403573.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -403575.500000 Penalty: 3992.832275
	Iteration 22Q: 3 clusters Score -403575.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -403575.937500 Penalty: 3992.832275
	Iteration 23Q: 3 clusters Score -403575.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -403578.625000 Penalty: 3992.832275
	Iteration 24Q: 3 clusters Score -403578.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -403578.625000 Penalty: 3992.832275
	Iteration 25F: 3 clusters Score -403578.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -167308.890625 Penalty: 1764.865723
	Iteration 0F: 2 clusters Score -167308.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -165197.875000 Penalty: 3529.731445
	Iteration 0F: 3 clusters Score -165197.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -165532.859375 Penalty: 3529.731445
	Iteration 1F: 3 clusters Score -165532.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -165640.781250 Penalty: 3529.731445
	Iteration 2F: 3 clusters Score -165640.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -165686.000000 Penalty: 3529.731445
	Iteration 3Q: 3 clusters Score -165686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -165711.593750 Penalty: 3529.731445
	Iteration 4Q: 3 clusters Score -165711.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -165739.421875 Penalty: 3529.731445
	Iteration 5Q: 3 clusters Score -165739.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -165760.312500 Penalty: 3529.731445
	Iteration 6Q: 3 clusters Score -165760.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -165777.390625 Penalty: 3529.731445
	Iteration 7Q: 3 clusters Score -165777.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -165787.015625 Penalty: 3529.731445
	Iteration 8Q: 3 clusters Score -165787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -165793.796875 Penalty: 3529.731445
	Iteration 9Q: 3 clusters Score -165793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -165803.703125 Penalty: 3529.731445
	Iteration 10Q: 3 clusters Score -165803.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -165821.937500 Penalty: 3529.731445
	Iteration 11Q: 3 clusters Score -165821.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -165832.250000 Penalty: 3529.731445
	Iteration 12Q: 3 clusters Score -165832.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -165837.875000 Penalty: 3529.731445
	Iteration 13Q: 3 clusters Score -165837.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -165841.265625 Penalty: 3529.731445
	Iteration 14Q: 3 clusters Score -165841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -165841.968750 Penalty: 3529.731445
	Iteration 15Q: 3 clusters Score -165842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -165842.453125 Penalty: 3529.731445
	Iteration 16Q: 3 clusters Score -165842.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -165844.937500 Penalty: 3529.731445
	Iteration 17Q: 3 clusters Score -165844.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -165844.937500 Penalty: 3529.731445
	Iteration 18F: 3 clusters Score -165844.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Entering Unmasked Estep 
Score: -2237709.250000 Penalty: 2406.773438
	Iteration 0F: 2 clusters Score -2237709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2225956.000000 Penalty: 4813.546875
	Iteration 0F: 3 clusters Score -2225956 nChanged 7060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2229695.250000 Penalty: 4813.546875
	Iteration 1F: 3 clusters Score -2229695 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -2230037.250000 Penalty: 4813.546875
	Iteration 2F: 3 clusters Score -2230037 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2230282.750000 Penalty: 4813.546875
	Iteration 3Q: 3 clusters Score -2230283 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -2230484.250000 Penalty: 4813.546875
	Iteration 4Q: 3 clusters Score -2230484 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2230662.250000 Penalty: 4813.546875
	Iteration 5Q: 3 clusters Score -2230662 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -2230831.250000 Penalty: 4813.546875
	Iteration 6Q: 3 clusters Score -2230831 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -2231006.750000 Penalty: 4813.546875
	Iteration 7Q: 3 clusters Score -2231007 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -2231202.000000 Penalty: 4813.546875
	Iteration 8Q: 3 clusters Score -2231202 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2231404.000000 Penalty: 4813.546875
	Iteration 9Q: 3 clusters Score -2231404 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2231636.750000 Penalty: 4813.546875
	Iteration 10Q: 3 clusters Score -2231637 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -2231943.250000 Penalty: 4813.546875
	Iteration 11Q: 3 clusters Score -2231943 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2232213.250000 Penalty: 4813.546875
	Iteration 12Q: 3 clusters Score -2232213 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -2232478.750000 Penalty: 4813.546875
	Iteration 13Q: 3 clusters Score -2232479 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2232739.250000 Penalty: 4813.546875
	Iteration 14Q: 3 clusters Score -2232739 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2232968.750000 Penalty: 4813.546875
	Iteration 15Q: 3 clusters Score -2232969 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -2233152.000000 Penalty: 4813.546875
	Iteration 16Q: 3 clusters Score -2233152 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2233313.000000 Penalty: 4813.546875
	Iteration 17Q: 3 clusters Score -2233313 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2233480.250000 Penalty: 4813.546875
	Iteration 18Q: 3 clusters Score -2233480 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2233648.000000 Penalty: 4813.546875
	Iteration 19Q: 3 clusters Score -2233648 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2233817.750000 Penalty: 4813.546875
	Iteration 20F: 3 clusters Score -2233818 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -2233974.750000 Penalty: 4813.546875
	Iteration 21Q: 3 clusters Score -2233975 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -2234100.500000 Penalty: 4813.546875
	Iteration 22Q: 3 clusters Score -2234100 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2234207.750000 Penalty: 4813.546875
	Iteration 23Q: 3 clusters Score -2234208 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2234287.250000 Penalty: 4813.546875
	Iteration 24Q: 3 clusters Score -2234287 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2234341.000000 Penalty: 4813.546875
	Iteration 25Q: 3 clusters Score -2234341 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2234387.000000 Penalty: 4813.546875
	Iteration 26Q: 3 clusters Score -2234387 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2234426.000000 Penalty: 4813.546875
	Iteration 27Q: 3 clusters Score -2234426 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -2234450.750000 Penalty: 4813.546875
	Iteration 28Q: 3 clusters Score -2234451 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -2234470.250000 Penalty: 4813.546875
	Iteration 29Q: 3 clusters Score -2234470 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2234487.000000 Penalty: 4813.546875
	Iteration 30Q: 3 clusters Score -2234487 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2234504.500000 Penalty: 4813.546875
	Iteration 31Q: 3 clusters Score -2234504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2234523.500000 Penalty: 4813.546875
	Iteration 32Q: 3 clusters Score -2234524 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -2234527.750000 Penalty: 4813.546875
	Iteration 33Q: 3 clusters Score -2234528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2234537.000000 Penalty: 4813.546875
	Iteration 34Q: 3 clusters Score -2234537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2234542.500000 Penalty: 4813.546875
	Iteration 35Q: 3 clusters Score -2234542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2234543.250000 Penalty: 4813.546875
	Iteration 36Q: 3 clusters Score -2234543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2234550.500000 Penalty: 4813.546875
	Iteration 37Q: 3 clusters Score -2234550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -2234549.500000 Penalty: 4813.546875
	Iteration 38Q: 3 clusters Score -2234550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2234556.500000 Penalty: 4813.546875
	Iteration 39Q: 3 clusters Score -2234556 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -2234561.750000 Penalty: 4813.546875
	Iteration 40F: 3 clusters Score -2234562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2234568.000000 Penalty: 4813.546875
	Iteration 41Q: 3 clusters Score -2234568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2234576.000000 Penalty: 4813.546875
	Iteration 42Q: 3 clusters Score -2234576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2234579.000000 Penalty: 4813.546875
	Iteration 43Q: 3 clusters Score -2234579 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2234590.250000 Penalty: 4813.546875
	Iteration 44Q: 3 clusters Score -2234590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2234592.500000 Penalty: 4813.546875
	Iteration 45Q: 3 clusters Score -2234592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -2234604.500000 Penalty: 4813.546875
	Iteration 46Q: 3 clusters Score -2234604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -2234609.000000 Penalty: 4813.546875
	Iteration 47Q: 3 clusters Score -2234609 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2234613.500000 Penalty: 4813.546875
	Iteration 48Q: 3 clusters Score -2234614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2234625.750000 Penalty: 4813.546875
	Iteration 49Q: 3 clusters Score -2234626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2234641.000000 Penalty: 4813.546875
	Iteration 50Q: 3 clusters Score -2234641 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2234641.000000 Penalty: 4813.546875
	Iteration 51Q: 3 clusters Score -2234641 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2234651.000000 Penalty: 4813.546875
	Iteration 52Q: 3 clusters Score -2234651 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2234664.750000 Penalty: 4813.546875
	Iteration 53Q: 3 clusters Score -2234665 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -2234674.250000 Penalty: 4813.546875
	Iteration 54Q: 3 clusters Score -2234674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -2234689.500000 Penalty: 4813.546875
	Iteration 55Q: 3 clusters Score -2234690 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2234699.250000 Penalty: 4813.546875
	Iteration 56Q: 3 clusters Score -2234699 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -2234715.750000 Penalty: 4813.546875
	Iteration 57Q: 3 clusters Score -2234716 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -2234724.750000 Penalty: 4813.546875
	Iteration 58Q: 3 clusters Score -2234725 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -2234739.500000 Penalty: 4813.546875
	Iteration 59Q: 3 clusters Score -2234740 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2234757.000000 Penalty: 4813.546875
	Iteration 60F: 3 clusters Score -2234757 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2234768.750000 Penalty: 4813.546875
	Iteration 61Q: 3 clusters Score -2234769 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2234785.500000 Penalty: 4813.546875
	Iteration 62Q: 3 clusters Score -2234786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2234792.750000 Penalty: 4813.546875
	Iteration 63Q: 3 clusters Score -2234793 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2234800.750000 Penalty: 4813.546875
	Iteration 64Q: 3 clusters Score -2234801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -2234806.000000 Penalty: 4813.546875
	Iteration 65Q: 3 clusters Score -2234806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2234813.000000 Penalty: 4813.546875
	Iteration 66Q: 3 clusters Score -2234813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2234817.000000 Penalty: 4813.546875
	Iteration 67Q: 3 clusters Score -2234817 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2234829.250000 Penalty: 4813.546875
	Iteration 68Q: 3 clusters Score -2234829 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -2234829.250000 Penalty: 4813.546875
	Iteration 69Q: 3 clusters Score -2234829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2234842.000000 Penalty: 4813.546875
	Iteration 70Q: 3 clusters Score -2234842 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -2234843.250000 Penalty: 4813.546875
	Iteration 71Q: 3 clusters Score -2234843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2234851.000000 Penalty: 4813.546875
	Iteration 72Q: 3 clusters Score -2234851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2234853.750000 Penalty: 4813.546875
	Iteration 73Q: 3 clusters Score -2234854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2234854.750000 Penalty: 4813.546875
	Iteration 74Q: 3 clusters Score -2234855 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2234848.000000 Penalty: 4813.546875
	Iteration 75Q: 3 clusters Score -2234848 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2234863.000000 Penalty: 4813.546875
	Iteration 76Q: 3 clusters Score -2234863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -2234870.250000 Penalty: 4813.546875
	Iteration 77Q: 3 clusters Score -2234870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2234877.250000 Penalty: 4813.546875
	Iteration 78Q: 3 clusters Score -2234877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2234878.500000 Penalty: 4813.546875
	Iteration 79Q: 3 clusters Score -2234878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2234887.250000 Penalty: 4813.546875
	Iteration 80F: 3 clusters Score -2234887 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2234890.250000 Penalty: 4813.546875
	Iteration 81Q: 3 clusters Score -2234890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -2234900.250000 Penalty: 4813.546875
	Iteration 82Q: 3 clusters Score -2234900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2234904.750000 Penalty: 4813.546875
	Iteration 83Q: 3 clusters Score -2234905 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2234902.000000 Penalty: 4813.546875
	Iteration 84Q: 3 clusters Score -2234902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2234902.250000 Penalty: 4813.546875
	Iteration 85Q: 3 clusters Score -2234902 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -2234902.250000 Penalty: 4813.546875
	Iteration 86Q: 3 clusters Score -2234902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2234904.750000 Penalty: 4813.546875
	Iteration 87Q: 3 clusters Score -2234905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2234899.500000 Penalty: 4813.546875
	Iteration 88Q: 3 clusters Score -2234900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -2234900.500000 Penalty: 4813.546875
	Iteration 89Q: 3 clusters Score -2234900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2234905.500000 Penalty: 4813.546875
	Iteration 90Q: 3 clusters Score -2234906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -2234910.750000 Penalty: 4813.546875
	Iteration 91Q: 3 clusters Score -2234911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2234910.500000 Penalty: 4813.546875
	Iteration 92Q: 3 clusters Score -2234910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -2234913.500000 Penalty: 4813.546875
	Iteration 93Q: 3 clusters Score -2234914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2234915.750000 Penalty: 4813.546875
	Iteration 94Q: 3 clusters Score -2234916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2234915.250000 Penalty: 4813.546875
	Iteration 95Q: 3 clusters Score -2234915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2234920.500000 Penalty: 4813.546875
	Iteration 96Q: 3 clusters Score -2234920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2234918.500000 Penalty: 4813.546875
	Iteration 97Q: 3 clusters Score -2234918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -2234918.250000 Penalty: 4813.546875
	Iteration 98Q: 3 clusters Score -2234918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2234917.250000 Penalty: 4813.546875
	Iteration 99Q: 3 clusters Score -2234917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -2234916.500000 Penalty: 4813.546875
	Iteration 100F: 3 clusters Score -2234916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2234921.250000 Penalty: 4813.546875
	Iteration 101Q: 3 clusters Score -2234921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2234919.500000 Penalty: 4813.546875
	Iteration 102Q: 3 clusters Score -2234920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2234916.250000 Penalty: 4813.546875
	Iteration 103Q: 3 clusters Score -2234916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2234916.000000 Penalty: 4813.546875
	Iteration 104Q: 3 clusters Score -2234916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -2234918.500000 Penalty: 4813.546875
	Iteration 105Q: 3 clusters Score -2234918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2234917.750000 Penalty: 4813.546875
	Iteration 106Q: 3 clusters Score -2234918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -2234918.250000 Penalty: 4813.546875
	Iteration 107Q: 3 clusters Score -2234918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2234922.250000 Penalty: 4813.546875
	Iteration 108Q: 3 clusters Score -2234922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2234924.250000 Penalty: 4813.546875
	Iteration 109Q: 3 clusters Score -2234924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2234927.500000 Penalty: 4813.546875
	Iteration 110Q: 3 clusters Score -2234928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2234925.000000 Penalty: 4813.546875
	Iteration 111Q: 3 clusters Score -2234925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2234930.250000 Penalty: 4813.546875
	Iteration 112Q: 3 clusters Score -2234930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2234934.500000 Penalty: 4813.546875
	Iteration 113Q: 3 clusters Score -2234934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2234933.500000 Penalty: 4813.546875
	Iteration 114Q: 3 clusters Score -2234934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -2234933.500000 Penalty: 4813.546875
	Iteration 115Q: 3 clusters Score -2234934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2234936.500000 Penalty: 4813.546875
	Iteration 116Q: 3 clusters Score -2234936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -2234934.500000 Penalty: 4813.546875
	Iteration 117Q: 3 clusters Score -2234934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -2234927.000000 Penalty: 4813.546875
	Iteration 118Q: 3 clusters Score -2234927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2234930.250000 Penalty: 4813.546875
	Iteration 119Q: 3 clusters Score -2234930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2234933.750000 Penalty: 4813.546875
	Iteration 120F: 3 clusters Score -2234934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2234940.000000 Penalty: 4813.546875
	Iteration 121Q: 3 clusters Score -2234940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2234942.250000 Penalty: 4813.546875
	Iteration 122Q: 3 clusters Score -2234942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2234945.500000 Penalty: 4813.546875
	Iteration 123Q: 3 clusters Score -2234946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2234947.250000 Penalty: 4813.546875
	Iteration 124Q: 3 clusters Score -2234947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2234946.750000 Penalty: 4813.546875
	Iteration 125Q: 3 clusters Score -2234947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2234950.250000 Penalty: 4813.546875
	Iteration 126Q: 3 clusters Score -2234950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2234959.000000 Penalty: 4813.546875
	Iteration 127Q: 3 clusters Score -2234959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2234958.250000 Penalty: 4813.546875
	Iteration 128Q: 3 clusters Score -2234958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2234960.250000 Penalty: 4813.546875
	Iteration 129Q: 3 clusters Score -2234960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2234963.750000 Penalty: 4813.546875
	Iteration 130Q: 3 clusters Score -2234964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2234960.500000 Penalty: 4813.546875
	Iteration 131Q: 3 clusters Score -2234960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -2234961.000000 Penalty: 4813.546875
	Iteration 132Q: 3 clusters Score -2234961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2234961.750000 Penalty: 4813.546875
	Iteration 133Q: 3 clusters Score -2234962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2234964.000000 Penalty: 4813.546875
	Iteration 134Q: 3 clusters Score -2234964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2234965.250000 Penalty: 4813.546875
	Iteration 135Q: 3 clusters Score -2234965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -2234968.750000 Penalty: 4813.546875
	Iteration 136Q: 3 clusters Score -2234969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2234966.750000 Penalty: 4813.546875
	Iteration 137Q: 3 clusters Score -2234967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -2234969.000000 Penalty: 4813.546875
	Iteration 138Q: 3 clusters Score -2234969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -2234971.000000 Penalty: 4813.546875
	Iteration 139Q: 3 clusters Score -2234971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2234971.000000 Penalty: 4813.546875
	Iteration 140F: 3 clusters Score -2234971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2234972.500000 Penalty: 4813.546875
	Iteration 141Q: 3 clusters Score -2234972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -2234971.500000 Penalty: 4813.546875
	Iteration 142Q: 3 clusters Score -2234972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2234973.000000 Penalty: 4813.546875
	Iteration 143Q: 3 clusters Score -2234973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2234973.250000 Penalty: 4813.546875
	Iteration 144Q: 3 clusters Score -2234973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2234973.250000 Penalty: 4813.546875
	Iteration 145F: 3 clusters Score -2234973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -58907.492188 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -58907.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57471.910156 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -57471.91 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -57721.511719 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -57721.51 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58114.628906 Penalty: 3037.843018
	Iteration 2F: 3 clusters Score -58114.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -58230.429688 Penalty: 3037.843018
	Iteration 3F: 3 clusters Score -58230.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58329.914062 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -58329.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58563.046875 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -58563.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58683.886719 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -58683.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -58773.687500 Penalty: 3037.843018
	Iteration 7Q: 3 clusters Score -58773.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -58822.453125 Penalty: 3037.843018
	Iteration 8Q: 3 clusters Score -58822.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58844.445312 Penalty: 3037.843018
	Iteration 9Q: 3 clusters Score -58844.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -58859.925781 Penalty: 3037.843018
	Iteration 10Q: 3 clusters Score -58859.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58861.664062 Penalty: 3037.843018
	Iteration 11Q: 3 clusters Score -58861.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -58865.339844 Penalty: 3037.843018
	Iteration 12Q: 3 clusters Score -58865.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58868.585938 Penalty: 3037.843018
	Iteration 13Q: 3 clusters Score -58868.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58878.238281 Penalty: 3037.843018
	Iteration 14Q: 3 clusters Score -58878.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -58890.855469 Penalty: 3037.843018
	Iteration 15Q: 3 clusters Score -58890.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -58895.882812 Penalty: 3037.843018
	Iteration 16Q: 3 clusters Score -58895.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -58900.507812 Penalty: 3037.843018
	Iteration 17Q: 3 clusters Score -58900.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -58900.507812 Penalty: 3037.843018
	Iteration 18F: 3 clusters Score -58900.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27452.921875 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27452.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -26257.824219 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26257.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26463.070312 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26463.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -26582.716797 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -26582.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26676.421875 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26676.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26711.429688 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -26711.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -26725.228516 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -26725.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26741.832031 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -26741.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26752.363281 Penalty: 2726.595459
	Iteration 7Q: 3 clusters Score -26752.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26752.363281 Penalty: 2726.595459
	Iteration 8F: 3 clusters Score -26752.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Entering Unmasked Estep 
Score: -816284.312500 Penalty: 2159.742676
	Iteration 0F: 2 clusters Score -816284.3 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 2978 members 
Entering Unmasked Estep 
Score: -811160.562500 Penalty: 4319.485352
	Iteration 0F: 3 clusters Score -811160.6 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -812438.187500 Penalty: 4319.485352
	Iteration 1F: 3 clusters Score -812438.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -812701.437500 Penalty: 4319.485352
	Iteration 2F: 3 clusters Score -812701.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -812976.812500 Penalty: 4319.485352
	Iteration 3F: 3 clusters Score -812976.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -813349.000000 Penalty: 4319.485352
	Iteration 4F: 3 clusters Score -813349 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -813783.937500 Penalty: 4319.485352
	Iteration 5F: 3 clusters Score -813783.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -814173.875000 Penalty: 4319.485352
	Iteration 6F: 3 clusters Score -814173.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -814493.562500 Penalty: 4319.485352
	Iteration 7F: 3 clusters Score -814493.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -814739.875000 Penalty: 4319.485352
	Iteration 8Q: 3 clusters Score -814739.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -814921.375000 Penalty: 4319.485352
	Iteration 9Q: 3 clusters Score -814921.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -815039.750000 Penalty: 4319.485352
	Iteration 10Q: 3 clusters Score -815039.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -815114.562500 Penalty: 4319.485352
	Iteration 11Q: 3 clusters Score -815114.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -815158.125000 Penalty: 4319.485352
	Iteration 12Q: 3 clusters Score -815158.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -815189.312500 Penalty: 4319.485352
	Iteration 13Q: 3 clusters Score -815189.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -815207.625000 Penalty: 4319.485352
	Iteration 14Q: 3 clusters Score -815207.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -815219.250000 Penalty: 4319.485352
	Iteration 15Q: 3 clusters Score -815219.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -815229.875000 Penalty: 4319.485352
	Iteration 16Q: 3 clusters Score -815229.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -815234.312500 Penalty: 4319.485352
	Iteration 17Q: 3 clusters Score -815234.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -815242.062500 Penalty: 4319.485352
	Iteration 18Q: 3 clusters Score -815242.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -815248.437500 Penalty: 4319.485352
	Iteration 19Q: 3 clusters Score -815248.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -815249.437500 Penalty: 4319.485352
	Iteration 20F: 3 clusters Score -815249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -815250.437500 Penalty: 4319.485352
	Iteration 21Q: 3 clusters Score -815250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -815252.937500 Penalty: 4319.485352
	Iteration 22Q: 3 clusters Score -815252.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -815256.562500 Penalty: 4319.485352
	Iteration 23Q: 3 clusters Score -815256.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -815256.562500 Penalty: 4319.485352
	Iteration 24Q: 3 clusters Score -815256.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -815257.562500 Penalty: 4319.485352
	Iteration 25Q: 3 clusters Score -815257.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -815258.687500 Penalty: 4319.485352
	Iteration 26Q: 3 clusters Score -815258.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -815259.437500 Penalty: 4319.485352
	Iteration 27Q: 3 clusters Score -815259.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -815259.437500 Penalty: 4319.485352
	Iteration 28F: 3 clusters Score -815259.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Entering Unmasked Estep 
Score: -1041384.062500 Penalty: 2214.204102
	Iteration 0F: 2 clusters Score -1041384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1035301.312500 Penalty: 4428.408203
	Iteration 0F: 3 clusters Score -1035301 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1036954.687500 Penalty: 4428.408203
	Iteration 1F: 3 clusters Score -1036955 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1037239.250000 Penalty: 4428.408203
	Iteration 2F: 3 clusters Score -1037239 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1037481.187500 Penalty: 4428.408203
	Iteration 3F: 3 clusters Score -1037481 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1037674.562500 Penalty: 4428.408203
	Iteration 4Q: 3 clusters Score -1037675 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1037880.375000 Penalty: 4428.408203
	Iteration 5Q: 3 clusters Score -1037880 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1038117.000000 Penalty: 4428.408203
	Iteration 6Q: 3 clusters Score -1038117 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1038358.937500 Penalty: 4428.408203
	Iteration 7Q: 3 clusters Score -1038359 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1038601.375000 Penalty: 4428.408203
	Iteration 8Q: 3 clusters Score -1038601 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1038817.500000 Penalty: 4428.408203
	Iteration 9Q: 3 clusters Score -1038818 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1039002.625000 Penalty: 4428.408203
	Iteration 10Q: 3 clusters Score -1039003 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1039153.500000 Penalty: 4428.408203
	Iteration 11Q: 3 clusters Score -1039154 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1039302.375000 Penalty: 4428.408203
	Iteration 12Q: 3 clusters Score -1039302 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1039440.875000 Penalty: 4428.408203
	Iteration 13Q: 3 clusters Score -1039441 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1039584.875000 Penalty: 4428.408203
	Iteration 14Q: 3 clusters Score -1039585 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1039701.562500 Penalty: 4428.408203
	Iteration 15Q: 3 clusters Score -1039702 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1039791.375000 Penalty: 4428.408203
	Iteration 16Q: 3 clusters Score -1039791 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1039850.375000 Penalty: 4428.408203
	Iteration 17Q: 3 clusters Score -1039850 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1039896.812500 Penalty: 4428.408203
	Iteration 18Q: 3 clusters Score -1039897 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1039923.750000 Penalty: 4428.408203
	Iteration 19Q: 3 clusters Score -1039924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1039938.250000 Penalty: 4428.408203
	Iteration 20F: 3 clusters Score -1039938 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1039948.875000 Penalty: 4428.408203
	Iteration 21Q: 3 clusters Score -1039949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1039956.062500 Penalty: 4428.408203
	Iteration 22Q: 3 clusters Score -1039956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1039959.875000 Penalty: 4428.408203
	Iteration 23Q: 3 clusters Score -1039960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1039965.062500 Penalty: 4428.408203
	Iteration 24Q: 3 clusters Score -1039965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1039968.812500 Penalty: 4428.408203
	Iteration 25Q: 3 clusters Score -1039969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1039973.437500 Penalty: 4428.408203
	Iteration 26Q: 3 clusters Score -1039973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1039976.812500 Penalty: 4428.408203
	Iteration 27Q: 3 clusters Score -1039977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1039981.000000 Penalty: 4428.408203
	Iteration 28Q: 3 clusters Score -1039981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1039983.375000 Penalty: 4428.408203
	Iteration 29Q: 3 clusters Score -1039983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1039983.562500 Penalty: 4428.408203
	Iteration 30Q: 3 clusters Score -1039984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1039984.812500 Penalty: 4428.408203
	Iteration 31Q: 3 clusters Score -1039985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1039985.062500 Penalty: 4428.408203
	Iteration 32Q: 3 clusters Score -1039985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1039986.437500 Penalty: 4428.408203
	Iteration 33Q: 3 clusters Score -1039986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1039986.937500 Penalty: 4428.408203
	Iteration 34Q: 3 clusters Score -1039987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1039986.312500 Penalty: 4428.408203
	Iteration 35Q: 3 clusters Score -1039986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1039985.437500 Penalty: 4428.408203
	Iteration 36Q: 3 clusters Score -1039985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1039987.187500 Penalty: 4428.408203
	Iteration 37Q: 3 clusters Score -1039987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1039987.187500 Penalty: 4428.408203
	Iteration 38F: 3 clusters Score -1039987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (58030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Entering Unmasked Estep 
Score: -7690964.500000 Penalty: 2720.241455
	Iteration 0F: 2 clusters Score -7690964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -7651875.500000 Penalty: 5440.482910
	Iteration 0F: 3 clusters Score -7651876 nChanged 26936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -7667671.000000 Penalty: 5440.482910
	Iteration 1F: 3 clusters Score -7667671 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -7668559.000000 Penalty: 5440.482910
	Iteration 2Q: 3 clusters Score -7668559 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -7669487.000000 Penalty: 5440.482910
	Iteration 3Q: 3 clusters Score -7669487 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -7670595.000000 Penalty: 5440.482910
	Iteration 4Q: 3 clusters Score -7670595 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -7671749.500000 Penalty: 5440.482910
	Iteration 5Q: 3 clusters Score -7671750 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -7673140.500000 Penalty: 5440.482910
	Iteration 6Q: 3 clusters Score -7673140 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -7674536.000000 Penalty: 5440.482910
	Iteration 7Q: 3 clusters Score -7674536 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -7675978.000000 Penalty: 5440.482910
	Iteration 8Q: 3 clusters Score -7675978 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -7677381.000000 Penalty: 5440.482910
	Iteration 9Q: 3 clusters Score -7677381 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 32166 members 
Entering Unmasked Estep 
Score: -7678684.000000 Penalty: 5440.482910
	Iteration 10Q: 3 clusters Score -7678684 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 32436 members 
Entering Unmasked Estep 
Score: -7679771.000000 Penalty: 5440.482910
	Iteration 11Q: 3 clusters Score -7679771 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -7680442.000000 Penalty: 5440.482910
	Iteration 12Q: 3 clusters Score -7680442 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -7680936.500000 Penalty: 5440.482910
	Iteration 13Q: 3 clusters Score -7680936 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -7681254.500000 Penalty: 5440.482910
	Iteration 14Q: 3 clusters Score -7681254 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7681484 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7681656 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7681899 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7682108 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -7682333.000000 Penalty: 5440.482910
	Iteration 19Q: 3 clusters Score -7682333 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 36612 members 
Entering Unmasked Estep 
Score: -7682618.000000 Penalty: 5440.482910
	Iteration 20F: 3 clusters Score -7682618 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -7682973.000000 Penalty: 5440.482910
	Iteration 21Q: 3 clusters Score -7682973 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -7683295.500000 Penalty: 5440.482910
	Iteration 22Q: 3 clusters Score -7683296 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -7683576.000000 Penalty: 5440.482910
	Iteration 23Q: 3 clusters Score -7683576 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -7683894.000000 Penalty: 5440.482910
	Iteration 24Q: 3 clusters Score -7683894 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -7684241.500000 Penalty: 5440.482910
	Iteration 25Q: 3 clusters Score -7684242 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -7684513.500000 Penalty: 5440.482910
	Iteration 26Q: 3 clusters Score -7684514 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -7684719.500000 Penalty: 5440.482910
	Iteration 27Q: 3 clusters Score -7684720 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 41667 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7684936 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -7685126.500000 Penalty: 5440.482910
	Iteration 29Q: 3 clusters Score -7685126 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -7685296.500000 Penalty: 5440.482910
	Iteration 30Q: 3 clusters Score -7685296 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -7685445.500000 Penalty: 5440.482910
	Iteration 31Q: 3 clusters Score -7685446 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -7685549.000000 Penalty: 5440.482910
	Iteration 32Q: 3 clusters Score -7685549 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -7685695.000000 Penalty: 5440.482910
	Iteration 33Q: 3 clusters Score -7685695 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -7685796.500000 Penalty: 5440.482910
	Iteration 34Q: 3 clusters Score -7685796 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -7685880.500000 Penalty: 5440.482910
	Iteration 35Q: 3 clusters Score -7685880 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7685980 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -7686064.500000 Penalty: 5440.482910
	Iteration 37Q: 3 clusters Score -7686064 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -7686113.500000 Penalty: 5440.482910
	Iteration 38Q: 3 clusters Score -7686114 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -7686235.000000 Penalty: 5440.482910
	Iteration 39Q: 3 clusters Score -7686235 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -7686316.000000 Penalty: 5440.482910
	Iteration 40F: 3 clusters Score -7686316 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 47484 members 
Entering Unmasked Estep 
Score: -7686404.500000 Penalty: 5440.482910
	Iteration 41Q: 3 clusters Score -7686404 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 47862 members 
Entering Unmasked Estep 
Score: -7686482.500000 Penalty: 5440.482910
	Iteration 42Q: 3 clusters Score -7686482 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 48248 members 
Entering Unmasked Estep 
Score: -7686533.500000 Penalty: 5440.482910
	Iteration 43Q: 3 clusters Score -7686534 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -7686614.500000 Penalty: 5440.482910
	Iteration 44Q: 3 clusters Score -7686614 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 49011 members 
Entering Unmasked Estep 
Score: -7686681.000000 Penalty: 5440.482910
	Iteration 45Q: 3 clusters Score -7686681 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -7686820.000000 Penalty: 5440.482910
	Iteration 46Q: 3 clusters Score -7686820 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -7686911.500000 Penalty: 5440.482910
	Iteration 47Q: 3 clusters Score -7686912 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 50096 members 
Entering Unmasked Estep 
Score: -7686960.000000 Penalty: 5440.482910
	Iteration 48Q: 3 clusters Score -7686960 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -7687038.000000 Penalty: 5440.482910
	Iteration 49Q: 3 clusters Score -7687038 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -7687108.500000 Penalty: 5440.482910
	Iteration 50Q: 3 clusters Score -7687108 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -7687174.500000 Penalty: 5440.482910
	Iteration 51Q: 3 clusters Score -7687174 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -7687257.500000 Penalty: 5440.482910
	Iteration 52Q: 3 clusters Score -7687258 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 51750 members 
Entering Unmasked Estep 
Score: -7687334.000000 Penalty: 5440.482910
	Iteration 53Q: 3 clusters Score -7687334 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 52047 members 
Entering Unmasked Estep 
Score: -7687378.500000 Penalty: 5440.482910
	Iteration 54Q: 3 clusters Score -7687378 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 52329 members 
Entering Unmasked Estep 
Score: -7687463.500000 Penalty: 5440.482910
	Iteration 55Q: 3 clusters Score -7687464 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 52616 members 
Entering Unmasked Estep 
Score: -7687550.500000 Penalty: 5440.482910
	Iteration 56Q: 3 clusters Score -7687550 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -7687615.000000 Penalty: 5440.482910
	Iteration 57Q: 3 clusters Score -7687615 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 53144 members 
Entering Unmasked Estep 
Score: -7687688.500000 Penalty: 5440.482910
	Iteration 58Q: 3 clusters Score -7687688 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -7687756.500000 Penalty: 5440.482910
	Iteration 59Q: 3 clusters Score -7687756 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -7687850.500000 Penalty: 5440.482910
	Iteration 60F: 3 clusters Score -7687850 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -7687935.500000 Penalty: 5440.482910
	Iteration 61Q: 3 clusters Score -7687936 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 54142 members 
Entering Unmasked Estep 
Score: -7687982.500000 Penalty: 5440.482910
	Iteration 62Q: 3 clusters Score -7687982 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -7688071.000000 Penalty: 5440.482910
	Iteration 63Q: 3 clusters Score -7688071 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 54629 members 
Entering Unmasked Estep 
Score: -7688150.500000 Penalty: 5440.482910
	Iteration 64Q: 3 clusters Score -7688150 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 54826 members 
Entering Unmasked Estep 
Score: -7688248.000000 Penalty: 5440.482910
	Iteration 65Q: 3 clusters Score -7688248 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -7688318.500000 Penalty: 5440.482910
	Iteration 66Q: 3 clusters Score -7688318 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -7688354.500000 Penalty: 5440.482910
	Iteration 67Q: 3 clusters Score -7688354 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -7688400.500000 Penalty: 5440.482910
	Iteration 68Q: 3 clusters Score -7688400 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 55453 members 
Entering Unmasked Estep 
Score: -7688428.500000 Penalty: 5440.482910
	Iteration 69Q: 3 clusters Score -7688428 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -7688451.000000 Penalty: 5440.482910
	Iteration 70Q: 3 clusters Score -7688451 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -7688476.000000 Penalty: 5440.482910
	Iteration 71Q: 3 clusters Score -7688476 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -7688511.000000 Penalty: 5440.482910
	Iteration 72Q: 3 clusters Score -7688511 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 55866 members 
Entering Unmasked Estep 
Score: -7688544.500000 Penalty: 5440.482910
	Iteration 73Q: 3 clusters Score -7688544 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -7688575.000000 Penalty: 5440.482910
	Iteration 74Q: 3 clusters Score -7688575 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 56035 members 
Entering Unmasked Estep 
Score: -7688594.500000 Penalty: 5440.482910
	Iteration 75Q: 3 clusters Score -7688594 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 56102 members 
Entering Unmasked Estep 
Score: -7688612.500000 Penalty: 5440.482910
	Iteration 76Q: 3 clusters Score -7688612 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 56162 members 
Entering Unmasked Estep 
Score: -7688638.000000 Penalty: 5440.482910
	Iteration 77Q: 3 clusters Score -7688638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -7688668.500000 Penalty: 5440.482910
	Iteration 78Q: 3 clusters Score -7688668 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -7688685.500000 Penalty: 5440.482910
	Iteration 79Q: 3 clusters Score -7688686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -7688691.000000 Penalty: 5440.482910
	Iteration 80F: 3 clusters Score -7688691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 56322 members 
Entering Unmasked Estep 
Score: -7688705.500000 Penalty: 5440.482910
	Iteration 81Q: 3 clusters Score -7688706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -7688708.000000 Penalty: 5440.482910
	Iteration 82Q: 3 clusters Score -7688708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -7688729.000000 Penalty: 5440.482910
	Iteration 83Q: 3 clusters Score -7688729 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 56431 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7688738 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 56469 members 
Entering Unmasked Estep 
Score: -7688748.500000 Penalty: 5440.482910
	Iteration 85Q: 3 clusters Score -7688748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -7688760.000000 Penalty: 5440.482910
	Iteration 86Q: 3 clusters Score -7688760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 56545 members 
Entering Unmasked Estep 
Score: -7688771.500000 Penalty: 5440.482910
	Iteration 87Q: 3 clusters Score -7688772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 56579 members 
Entering Unmasked Estep 
Score: -7688790.500000 Penalty: 5440.482910
	Iteration 88Q: 3 clusters Score -7688790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 56602 members 
Entering Unmasked Estep 
Score: -7688791.500000 Penalty: 5440.482910
	Iteration 89Q: 3 clusters Score -7688792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -7688791.500000 Penalty: 5440.482910
	Iteration 90Q: 3 clusters Score -7688792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 56641 members 
Entering Unmasked Estep 
Score: -7688799.000000 Penalty: 5440.482910
	Iteration 91Q: 3 clusters Score -7688799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -7688804.000000 Penalty: 5440.482910
	Iteration 92Q: 3 clusters Score -7688804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 56665 members 
Entering Unmasked Estep 
Score: -7688807.500000 Penalty: 5440.482910
	Iteration 93Q: 3 clusters Score -7688808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -7688810.500000 Penalty: 5440.482910
	Iteration 94Q: 3 clusters Score -7688810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -7688804.000000 Penalty: 5440.482910
	Iteration 95Q: 3 clusters Score -7688804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -7688805.000000 Penalty: 5440.482910
	Iteration 96Q: 3 clusters Score -7688805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -7688817.000000 Penalty: 5440.482910
	Iteration 97Q: 3 clusters Score -7688817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -7688809.000000 Penalty: 5440.482910
	Iteration 98Q: 3 clusters Score -7688809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -7688818.000000 Penalty: 5440.482910
	Iteration 99Q: 3 clusters Score -7688818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 56732 members 
Entering Unmasked Estep 
Score: -7688826.500000 Penalty: 5440.482910
	Iteration 100F: 3 clusters Score -7688826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 56734 members 
Entering Unmasked Estep 
Score: -7688821.500000 Penalty: 5440.482910
	Iteration 101Q: 3 clusters Score -7688822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 56738 members 
Entering Unmasked Estep 
Score: -7688819.500000 Penalty: 5440.482910
	Iteration 102Q: 3 clusters Score -7688820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 56741 members 
Entering Unmasked Estep 
Score: -7688828.000000 Penalty: 5440.482910
	Iteration 103Q: 3 clusters Score -7688828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -7688826.000000 Penalty: 5440.482910
	Iteration 104Q: 3 clusters Score -7688826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -7688831.500000 Penalty: 5440.482910
	Iteration 105Q: 3 clusters Score -7688832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -7688835.000000 Penalty: 5440.482910
	Iteration 106Q: 3 clusters Score -7688835 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -7688841.500000 Penalty: 5440.482910
	Iteration 107Q: 3 clusters Score -7688842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 56750 members 
Entering Unmasked Estep 
Score: -7688842.500000 Penalty: 5440.482910
	Iteration 108Q: 3 clusters Score -7688842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -7688838.500000 Penalty: 5440.482910
	Iteration 109Q: 3 clusters Score -7688838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -7688839.000000 Penalty: 5440.482910
	Iteration 110Q: 3 clusters Score -7688839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 56755 members 
Entering Unmasked Estep 
Score: -7688840.000000 Penalty: 5440.482910
	Iteration 111Q: 3 clusters Score -7688840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -7688847.000000 Penalty: 5440.482910
	Iteration 112Q: 3 clusters Score -7688847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 56763 members 
Entering Unmasked Estep 
Score: -7688834.500000 Penalty: 5440.482910
	Iteration 113Q: 3 clusters Score -7688834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -7688837.500000 Penalty: 5440.482910
	Iteration 114Q: 3 clusters Score -7688838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -7688837.500000 Penalty: 5440.482910
	Iteration 115F: 3 clusters Score -7688838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Entering Unmasked Estep 
Score: -50338.828125 Penalty: 1490.794312
	Iteration 0F: 2 clusters Score -50338.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48980.582031 Penalty: 2981.588623
	Iteration 0F: 3 clusters Score -48980.58 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49180.824219 Penalty: 2981.588623
	Iteration 1F: 3 clusters Score -49180.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -49269.125000 Penalty: 2981.588623
	Iteration 2F: 3 clusters Score -49269.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49316.906250 Penalty: 2981.588623
	Iteration 3Q: 3 clusters Score -49316.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -49338.425781 Penalty: 2981.588623
	Iteration 4Q: 3 clusters Score -49338.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -49354.246094 Penalty: 2981.588623
	Iteration 5Q: 3 clusters Score -49354.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49393.246094 Penalty: 2981.588623
	Iteration 6Q: 3 clusters Score -49393.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49423.804688 Penalty: 2981.588623
	Iteration 7Q: 3 clusters Score -49423.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49441.875000 Penalty: 2981.588623
	Iteration 8Q: 3 clusters Score -49441.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49452.203125 Penalty: 2981.588623
	Iteration 9Q: 3 clusters Score -49452.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49461.253906 Penalty: 2981.588623
	Iteration 10Q: 3 clusters Score -49461.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49477.593750 Penalty: 2981.588623
	Iteration 11Q: 3 clusters Score -49477.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49494.738281 Penalty: 2981.588623
	Iteration 12Q: 3 clusters Score -49494.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -49500.585938 Penalty: 2981.588623
	Iteration 13Q: 3 clusters Score -49500.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49502.832031 Penalty: 2981.588623
	Iteration 14Q: 3 clusters Score -49502.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49505.777344 Penalty: 2981.588623
	Iteration 15Q: 3 clusters Score -49505.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49512.582031 Penalty: 2981.588623
	Iteration 16Q: 3 clusters Score -49512.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49519.828125 Penalty: 2981.588623
	Iteration 17Q: 3 clusters Score -49519.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49534.593750 Penalty: 2981.588623
	Iteration 18Q: 3 clusters Score -49534.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49543.550781 Penalty: 2981.588623
	Iteration 19Q: 3 clusters Score -49543.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49546.566406 Penalty: 2981.588623
	Iteration 20F: 3 clusters Score -49546.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49549.781250 Penalty: 2981.588623
	Iteration 21Q: 3 clusters Score -49549.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49553.890625 Penalty: 2981.588623
	Iteration 22Q: 3 clusters Score -49553.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49558.742188 Penalty: 2981.588623
	Iteration 23Q: 3 clusters Score -49558.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -49571.164062 Penalty: 2981.588623
	Iteration 24Q: 3 clusters Score -49571.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49572.292969 Penalty: 2981.588623
	Iteration 25Q: 3 clusters Score -49572.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -49572.292969 Penalty: 2981.588623
	Iteration 26F: 3 clusters Score -49572.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (168109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168109 members 
Entering Unmasked Estep 
Score: -22972332.000000 Penalty: 2984.027100
	Iteration 0F: 2 clusters Score -2.297233e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -22863548.000000 Penalty: 5968.054199
	Iteration 0F: 3 clusters Score -2.286355e+07 nChanged 80606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82462 members 
Mstep: Class 2 contains 85647 members 
Entering Unmasked Estep 
Score: -22910240.000000 Penalty: 5968.054199
	Iteration 1F: 3 clusters Score -2.291024e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81065 members 
Mstep: Class 2 contains 87044 members 
Entering Unmasked Estep 
Score: -22911682.000000 Penalty: 5968.054199
	Iteration 2Q: 3 clusters Score -2.291168e+07 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78702 members 
Mstep: Class 2 contains 89407 members 
Entering Unmasked Estep 
Score: -22914440.000000 Penalty: 5968.054199
	Iteration 3Q: 3 clusters Score -2.291444e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75035 members 
Mstep: Class 2 contains 93074 members 
Entering Unmasked Estep 
Score: -22918288.000000 Penalty: 5968.054199
	Iteration 4Q: 3 clusters Score -2.291829e+07 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69622 members 
Mstep: Class 2 contains 98487 members 
Entering Unmasked Estep 
Score: -22923638.000000 Penalty: 5968.054199
	Iteration 5F: 3 clusters Score -2.292364e+07 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 105316 members 
Entering Unmasked Estep 
Score: -22930134.000000 Penalty: 5968.054199
	Iteration 6F: 3 clusters Score -2.293013e+07 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 113239 members 
Entering Unmasked Estep 
Score: -22936748.000000 Penalty: 5968.054199
	Iteration 7F: 3 clusters Score -2.293675e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 121577 members 
Entering Unmasked Estep 
Score: -22943562.000000 Penalty: 5968.054199
	Iteration 8F: 3 clusters Score -2.294356e+07 nChanged 9635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 130012 members 
Entering Unmasked Estep 
Score: -22949348.000000 Penalty: 5968.054199
	Iteration 9F: 3 clusters Score -2.294935e+07 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 138360 members 
Entering Unmasked Estep 
Score: -22954750.000000 Penalty: 5968.054199
	Iteration 10F: 3 clusters Score -2.295475e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 146142 members 
Entering Unmasked Estep 
Score: -22959172.000000 Penalty: 5968.054199
	Iteration 11Q: 3 clusters Score -2.295917e+07 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 152445 members 
Entering Unmasked Estep 
Score: -22962874.000000 Penalty: 5968.054199
	Iteration 12Q: 3 clusters Score -2.296287e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 157005 members 
Entering Unmasked Estep 
Score: -22965490.000000 Penalty: 5968.054199
	Iteration 13Q: 3 clusters Score -2.296549e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 159920 members 
Entering Unmasked Estep 
Score: -22967412.000000 Penalty: 5968.054199
	Iteration 14Q: 3 clusters Score -2.296741e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 161804 members 
Entering Unmasked Estep 
Score: -22968496.000000 Penalty: 5968.054199
	Iteration 15Q: 3 clusters Score -2.29685e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 163007 members 
Entering Unmasked Estep 
Score: -22969148.000000 Penalty: 5968.054199
	Iteration 16Q: 3 clusters Score -2.296915e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 163782 members 
Entering Unmasked Estep 
Score: -22969526.000000 Penalty: 5968.054199
	Iteration 17Q: 3 clusters Score -2.296953e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 164267 members 
Entering Unmasked Estep 
Score: -22969734.000000 Penalty: 5968.054199
	Iteration 18Q: 3 clusters Score -2.296973e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 164611 members 
Entering Unmasked Estep 
Score: -22969868.000000 Penalty: 5968.054199
	Iteration 19Q: 3 clusters Score -2.296987e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 164883 members 
Entering Unmasked Estep 
Score: -22969982.000000 Penalty: 5968.054199
	Iteration 20F: 3 clusters Score -2.296998e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 165079 members 
Entering Unmasked Estep 
Score: -22970006.000000 Penalty: 5968.054199
	Iteration 21Q: 3 clusters Score -2.297001e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 165235 members 
Entering Unmasked Estep 
Score: -22970042.000000 Penalty: 5968.054199
	Iteration 22Q: 3 clusters Score -2.297004e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 165358 members 
Entering Unmasked Estep 
Score: -22970076.000000 Penalty: 5968.054199
	Iteration 23Q: 3 clusters Score -2.297008e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 165458 members 
Entering Unmasked Estep 
Score: -22970080.000000 Penalty: 5968.054199
	Iteration 24Q: 3 clusters Score -2.297008e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 165541 members 
Entering Unmasked Estep 
Score: -22970056.000000 Penalty: 5968.054199
	Iteration 25Q: 3 clusters Score -2.297006e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 165609 members 
Entering Unmasked Estep 
Score: -22970094.000000 Penalty: 5968.054199
	Iteration 26Q: 3 clusters Score -2.297009e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 165660 members 
Entering Unmasked Estep 
Score: -22970104.000000 Penalty: 5968.054199
	Iteration 27Q: 3 clusters Score -2.29701e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 165705 members 
Entering Unmasked Estep 
Score: -22970136.000000 Penalty: 5968.054199
	Iteration 28Q: 3 clusters Score -2.297014e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 165732 members 
Entering Unmasked Estep 
Score: -22970116.000000 Penalty: 5968.054199
	Iteration 29Q: 3 clusters Score -2.297012e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 165759 members 
Entering Unmasked Estep 
Score: -22970118.000000 Penalty: 5968.054199
	Iteration 30Q: 3 clusters Score -2.297012e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 165777 members 
Entering Unmasked Estep 
Score: -22970152.000000 Penalty: 5968.054199
	Iteration 31Q: 3 clusters Score -2.297015e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 165797 members 
Entering Unmasked Estep 
Score: -22970148.000000 Penalty: 5968.054199
	Iteration 32Q: 3 clusters Score -2.297015e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 165814 members 
Entering Unmasked Estep 
Score: -22970140.000000 Penalty: 5968.054199
	Iteration 33Q: 3 clusters Score -2.297014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 165827 members 
Entering Unmasked Estep 
Score: -22970170.000000 Penalty: 5968.054199
	Iteration 34Q: 3 clusters Score -2.297017e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 165840 members 
Entering Unmasked Estep 
Score: -22970198.000000 Penalty: 5968.054199
	Iteration 35Q: 3 clusters Score -2.29702e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 165850 members 
Entering Unmasked Estep 
Score: -22970216.000000 Penalty: 5968.054199
	Iteration 36Q: 3 clusters Score -2.297022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 165858 members 
Entering Unmasked Estep 
Score: -22970228.000000 Penalty: 5968.054199
	Iteration 37Q: 3 clusters Score -2.297023e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 165872 members 
Entering Unmasked Estep 
Score: -22970212.000000 Penalty: 5968.054199
	Iteration 38Q: 3 clusters Score -2.297021e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 165882 members 
Entering Unmasked Estep 
Score: -22970198.000000 Penalty: 5968.054199
	Iteration 39Q: 3 clusters Score -2.29702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 165895 members 
Entering Unmasked Estep 
Score: -22970208.000000 Penalty: 5968.054199
	Iteration 40F: 3 clusters Score -2.297021e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 165907 members 
Entering Unmasked Estep 
Score: -22970214.000000 Penalty: 5968.054199
	Iteration 41Q: 3 clusters Score -2.297021e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 165920 members 
Entering Unmasked Estep 
Score: -22970218.000000 Penalty: 5968.054199
	Iteration 42Q: 3 clusters Score -2.297022e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 165936 members 
Entering Unmasked Estep 
Score: -22970212.000000 Penalty: 5968.054199
	Iteration 43Q: 3 clusters Score -2.297021e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 165941 members 
Entering Unmasked Estep 
Score: -22970218.000000 Penalty: 5968.054199
	Iteration 44Q: 3 clusters Score -2.297022e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 165947 members 
Entering Unmasked Estep 
Score: -22970218.000000 Penalty: 5968.054199
	Iteration 45Q: 3 clusters Score -2.297022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 165951 members 
Entering Unmasked Estep 
Score: -22970200.000000 Penalty: 5968.054199
	Iteration 46Q: 3 clusters Score -2.29702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 165959 members 
Entering Unmasked Estep 
Score: -22970214.000000 Penalty: 5968.054199
	Iteration 47Q: 3 clusters Score -2.297021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 165963 members 
Entering Unmasked Estep 
Score: -22970222.000000 Penalty: 5968.054199
	Iteration 48Q: 3 clusters Score -2.297022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 165967 members 
Entering Unmasked Estep 
Score: -22970202.000000 Penalty: 5968.054199
	Iteration 49Q: 3 clusters Score -2.29702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 165970 members 
Entering Unmasked Estep 
Score: -22970216.000000 Penalty: 5968.054199
	Iteration 50Q: 3 clusters Score -2.297022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 165971 members 
Entering Unmasked Estep 
Score: -22970224.000000 Penalty: 5968.054199
	Iteration 51Q: 3 clusters Score -2.297022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 165971 members 
Entering Unmasked Estep 
Score: -22970226.000000 Penalty: 5968.054199
	Iteration 52Q: 3 clusters Score -2.297023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 165972 members 
Entering Unmasked Estep 
Score: -22970226.000000 Penalty: 5968.054199
	Iteration 53Q: 3 clusters Score -2.297023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 165975 members 
Entering Unmasked Estep 
Score: -22970202.000000 Penalty: 5968.054199
	Iteration 54Q: 3 clusters Score -2.29702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 165978 members 
Entering Unmasked Estep 
Score: -22970212.000000 Penalty: 5968.054199
	Iteration 55Q: 3 clusters Score -2.297021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 165979 members 
Entering Unmasked Estep 
Score: -22970210.000000 Penalty: 5968.054199
	Iteration 56Q: 3 clusters Score -2.297021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 165980 members 
Entering Unmasked Estep 
Score: -22970216.000000 Penalty: 5968.054199
	Iteration 57Q: 3 clusters Score -2.297022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 165981 members 
Entering Unmasked Estep 
Score: -22970216.000000 Penalty: 5968.054199
	Iteration 58Q: 3 clusters Score -2.297022e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 165981 members 
Entering Unmasked Estep 
Score: -22970216.000000 Penalty: 5968.054199
	Iteration 59F: 3 clusters Score -2.297022e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Entering Unmasked Estep 
Score: -837085.187500 Penalty: 2158.304932
	Iteration 0F: 2 clusters Score -837085.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -831890.687500 Penalty: 4316.609863
	Iteration 0F: 3 clusters Score -831890.7 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -833210.625000 Penalty: 4316.609863
	Iteration 1F: 3 clusters Score -833210.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -833470.000000 Penalty: 4316.609863
	Iteration 2F: 3 clusters Score -833470 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -833657.312500 Penalty: 4316.609863
	Iteration 3F: 3 clusters Score -833657.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -833804.312500 Penalty: 4316.609863
	Iteration 4Q: 3 clusters Score -833804.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -833921.312500 Penalty: 4316.609863
	Iteration 5Q: 3 clusters Score -833921.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -834028.375000 Penalty: 4316.609863
	Iteration 6Q: 3 clusters Score -834028.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -834109.625000 Penalty: 4316.609863
	Iteration 7Q: 3 clusters Score -834109.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -834172.125000 Penalty: 4316.609863
	Iteration 8Q: 3 clusters Score -834172.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -834230.687500 Penalty: 4316.609863
	Iteration 9Q: 3 clusters Score -834230.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -834280.875000 Penalty: 4316.609863
	Iteration 10Q: 3 clusters Score -834280.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -834329.250000 Penalty: 4316.609863
	Iteration 11Q: 3 clusters Score -834329.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -834369.812500 Penalty: 4316.609863
	Iteration 12Q: 3 clusters Score -834369.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -834428.000000 Penalty: 4316.609863
	Iteration 13Q: 3 clusters Score -834428 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -834494.375000 Penalty: 4316.609863
	Iteration 14Q: 3 clusters Score -834494.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -834560.562500 Penalty: 4316.609863
	Iteration 15Q: 3 clusters Score -834560.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -834642.437500 Penalty: 4316.609863
	Iteration 16Q: 3 clusters Score -834642.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -834732.937500 Penalty: 4316.609863
	Iteration 17Q: 3 clusters Score -834732.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -834853.687500 Penalty: 4316.609863
	Iteration 18Q: 3 clusters Score -834853.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -835030.750000 Penalty: 4316.609863
	Iteration 19Q: 3 clusters Score -835030.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -835214.937500 Penalty: 4316.609863
	Iteration 20F: 3 clusters Score -835214.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -835368.125000 Penalty: 4316.609863
	Iteration 21Q: 3 clusters Score -835368.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -835476.000000 Penalty: 4316.609863
	Iteration 22Q: 3 clusters Score -835476 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -835566.375000 Penalty: 4316.609863
	Iteration 23Q: 3 clusters Score -835566.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -835610.187500 Penalty: 4316.609863
	Iteration 24Q: 3 clusters Score -835610.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -835643.500000 Penalty: 4316.609863
	Iteration 25Q: 3 clusters Score -835643.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -835672.500000 Penalty: 4316.609863
	Iteration 26Q: 3 clusters Score -835672.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -835693.812500 Penalty: 4316.609863
	Iteration 27Q: 3 clusters Score -835693.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -835709.625000 Penalty: 4316.609863
	Iteration 28Q: 3 clusters Score -835709.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -835725.750000 Penalty: 4316.609863
	Iteration 29Q: 3 clusters Score -835725.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -835733.000000 Penalty: 4316.609863
	Iteration 30Q: 3 clusters Score -835733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -835743.437500 Penalty: 4316.609863
	Iteration 31Q: 3 clusters Score -835743.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -835752.875000 Penalty: 4316.609863
	Iteration 32Q: 3 clusters Score -835752.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -835759.500000 Penalty: 4316.609863
	Iteration 33Q: 3 clusters Score -835759.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -835767.187500 Penalty: 4316.609863
	Iteration 34Q: 3 clusters Score -835767.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -835776.312500 Penalty: 4316.609863
	Iteration 35Q: 3 clusters Score -835776.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -835792.375000 Penalty: 4316.609863
	Iteration 36Q: 3 clusters Score -835792.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -835812.562500 Penalty: 4316.609863
	Iteration 37Q: 3 clusters Score -835812.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -835829.625000 Penalty: 4316.609863
	Iteration 38Q: 3 clusters Score -835829.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -835843.062500 Penalty: 4316.609863
	Iteration 39Q: 3 clusters Score -835843.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -835859.750000 Penalty: 4316.609863
	Iteration 40F: 3 clusters Score -835859.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -835878.750000 Penalty: 4316.609863
	Iteration 41Q: 3 clusters Score -835878.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -835891.562500 Penalty: 4316.609863
	Iteration 42Q: 3 clusters Score -835891.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -835905.687500 Penalty: 4316.609863
	Iteration 43Q: 3 clusters Score -835905.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -835931.937500 Penalty: 4316.609863
	Iteration 44Q: 3 clusters Score -835931.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -835959.812500 Penalty: 4316.609863
	Iteration 45Q: 3 clusters Score -835959.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -835986.625000 Penalty: 4316.609863
	Iteration 46Q: 3 clusters Score -835986.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -836011.312500 Penalty: 4316.609863
	Iteration 47Q: 3 clusters Score -836011.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -836040.937500 Penalty: 4316.609863
	Iteration 48Q: 3 clusters Score -836040.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -836073.125000 Penalty: 4316.609863
	Iteration 49Q: 3 clusters Score -836073.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -836096.062500 Penalty: 4316.609863
	Iteration 50Q: 3 clusters Score -836096.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -836112.812500 Penalty: 4316.609863
	Iteration 51Q: 3 clusters Score -836112.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -836126.500000 Penalty: 4316.609863
	Iteration 52Q: 3 clusters Score -836126.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -836135.812500 Penalty: 4316.609863
	Iteration 53Q: 3 clusters Score -836135.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -836142.250000 Penalty: 4316.609863
	Iteration 54Q: 3 clusters Score -836142.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -836146.875000 Penalty: 4316.609863
	Iteration 55Q: 3 clusters Score -836146.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -836153.437500 Penalty: 4316.609863
	Iteration 56Q: 3 clusters Score -836153.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -836156.562500 Penalty: 4316.609863
	Iteration 57Q: 3 clusters Score -836156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -836155.125000 Penalty: 4316.609863
	Iteration 58Q: 3 clusters Score -836155.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -836157.062500 Penalty: 4316.609863
	Iteration 59Q: 3 clusters Score -836157.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -836156.500000 Penalty: 4316.609863
	Iteration 60F: 3 clusters Score -836156.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -836160.000000 Penalty: 4316.609863
	Iteration 61Q: 3 clusters Score -836160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -836159.062500 Penalty: 4316.609863
	Iteration 62Q: 3 clusters Score -836159.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -836159.187500 Penalty: 4316.609863
	Iteration 63Q: 3 clusters Score -836159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -836160.687500 Penalty: 4316.609863
	Iteration 64Q: 3 clusters Score -836160.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -836161.250000 Penalty: 4316.609863
	Iteration 65Q: 3 clusters Score -836161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -836161.250000 Penalty: 4316.609863
	Iteration 66F: 3 clusters Score -836161.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Entering Unmasked Estep 
Score: -3996600.500000 Penalty: 2550.544922
	Iteration 0F: 2 clusters Score -3996600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -3976697.500000 Penalty: 5101.089844
	Iteration 0F: 3 clusters Score -3976698 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3983937.750000 Penalty: 5101.089844
	Iteration 1F: 3 clusters Score -3983938 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -3984585.500000 Penalty: 5101.089844
	Iteration 2F: 3 clusters Score -3984586 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -3985243.250000 Penalty: 5101.089844
	Iteration 3F: 3 clusters Score -3985243 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -3986167.750000 Penalty: 5101.089844
	Iteration 4F: 3 clusters Score -3986168 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -3987372.750000 Penalty: 5101.089844
	Iteration 5F: 3 clusters Score -3987373 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -3988782.750000 Penalty: 5101.089844
	Iteration 6F: 3 clusters Score -3988783 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -3990146.500000 Penalty: 5101.089844
	Iteration 7F: 3 clusters Score -3990146 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -3991342.750000 Penalty: 5101.089844
	Iteration 8F: 3 clusters Score -3991343 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -3992314.750000 Penalty: 5101.089844
	Iteration 9Q: 3 clusters Score -3992315 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3993029.750000 Penalty: 5101.089844
	Iteration 10Q: 3 clusters Score -3993030 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -3993478.500000 Penalty: 5101.089844
	Iteration 11Q: 3 clusters Score -3993478 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3993756.500000 Penalty: 5101.089844
	Iteration 12Q: 3 clusters Score -3993756 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3993948.250000 Penalty: 5101.089844
	Iteration 13Q: 3 clusters Score -3993948 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3994076.000000 Penalty: 5101.089844
	Iteration 14Q: 3 clusters Score -3994076 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3994163.250000 Penalty: 5101.089844
	Iteration 15Q: 3 clusters Score -3994163 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -3994225.000000 Penalty: 5101.089844
	Iteration 16Q: 3 clusters Score -3994225 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3994261.750000 Penalty: 5101.089844
	Iteration 17Q: 3 clusters Score -3994262 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3994296.750000 Penalty: 5101.089844
	Iteration 18Q: 3 clusters Score -3994297 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3994322.250000 Penalty: 5101.089844
	Iteration 19Q: 3 clusters Score -3994322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -3994348.750000 Penalty: 5101.089844
	Iteration 20F: 3 clusters Score -3994349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3994362.750000 Penalty: 5101.089844
	Iteration 21Q: 3 clusters Score -3994363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3994373.250000 Penalty: 5101.089844
	Iteration 22Q: 3 clusters Score -3994373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3994374.750000 Penalty: 5101.089844
	Iteration 23Q: 3 clusters Score -3994375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28543 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3994389.500000 Penalty: 5101.089844
	Iteration 24Q: 3 clusters Score -3994390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3994391.750000 Penalty: 5101.089844
	Iteration 25Q: 3 clusters Score -3994392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3994403.250000 Penalty: 5101.089844
	Iteration 26Q: 3 clusters Score -3994403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3994409.500000 Penalty: 5101.089844
	Iteration 27Q: 3 clusters Score -3994410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3994412.500000 Penalty: 5101.089844
	Iteration 28Q: 3 clusters Score -3994412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -3994415.500000 Penalty: 5101.089844
	Iteration 29Q: 3 clusters Score -3994416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3994420.500000 Penalty: 5101.089844
	Iteration 30Q: 3 clusters Score -3994420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28597 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3994420.250000 Penalty: 5101.089844
	Iteration 31Q: 3 clusters Score -3994420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3994425.000000 Penalty: 5101.089844
	Iteration 32Q: 3 clusters Score -3994425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3994425.250000 Penalty: 5101.089844
	Iteration 33Q: 3 clusters Score -3994425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3994424.250000 Penalty: 5101.089844
	Iteration 34Q: 3 clusters Score -3994424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3994432.500000 Penalty: 5101.089844
	Iteration 35Q: 3 clusters Score -3994432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28610 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3994439.000000 Penalty: 5101.089844
	Iteration 36Q: 3 clusters Score -3994439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3994441.500000 Penalty: 5101.089844
	Iteration 37Q: 3 clusters Score -3994442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3994437.750000 Penalty: 5101.089844
	Iteration 38Q: 3 clusters Score -3994438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3994437.250000 Penalty: 5101.089844
	Iteration 39Q: 3 clusters Score -3994437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3994436.000000 Penalty: 5101.089844
	Iteration 40F: 3 clusters Score -3994436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3994436.250000 Penalty: 5101.089844
	Iteration 41Q: 3 clusters Score -3994436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3994434.750000 Penalty: 5101.089844
	Iteration 42Q: 3 clusters Score -3994435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3994438.500000 Penalty: 5101.089844
	Iteration 43Q: 3 clusters Score -3994438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3994438.500000 Penalty: 5101.089844
	Iteration 44F: 3 clusters Score -3994438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (257815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257815 members 
Entering Unmasked Estep 
Score: -36045516.000000 Penalty: 3090.079346
	Iteration 0F: 2 clusters Score -3.604552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129065 members 
Mstep: Class 2 contains 128750 members 
Entering Unmasked Estep 
Score: -35885980.000000 Penalty: 6180.158691
	Iteration 0F: 3 clusters Score -3.588598e+07 nChanged 124572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131925 members 
Mstep: Class 2 contains 125890 members 
Entering Unmasked Estep 
Score: -35959952.000000 Penalty: 6180.158691
	Iteration 1F: 3 clusters Score -3.595995e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134886 members 
Mstep: Class 2 contains 122929 members 
Entering Unmasked Estep 
Score: -35962020.000000 Penalty: 6180.158691
	Iteration 2Q: 3 clusters Score -3.596202e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139476 members 
Mstep: Class 2 contains 118339 members 
Entering Unmasked Estep 
Score: -35965380.000000 Penalty: 6180.158691
	Iteration 3Q: 3 clusters Score -3.596538e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146317 members 
Mstep: Class 2 contains 111498 members 
Entering Unmasked Estep 
Score: -35970432.000000 Penalty: 6180.158691
	Iteration 4Q: 3 clusters Score -3.597043e+07 nChanged 14784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155743 members 
Mstep: Class 2 contains 102072 members 
Entering Unmasked Estep 
Score: -35977952.000000 Penalty: 6180.158691
	Iteration 5F: 3 clusters Score -3.597795e+07 nChanged 16878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167709 members 
Mstep: Class 2 contains 90106 members 
Entering Unmasked Estep 
Score: -35987804.000000 Penalty: 6180.158691
	Iteration 6F: 3 clusters Score -3.59878e+07 nChanged 17458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181019 members 
Mstep: Class 2 contains 76796 members 
Entering Unmasked Estep 
Score: -35998728.000000 Penalty: 6180.158691
	Iteration 7F: 3 clusters Score -3.599873e+07 nChanged 16082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194143 members 
Mstep: Class 2 contains 63672 members 
Entering Unmasked Estep 
Score: -36009848.000000 Penalty: 6180.158691
	Iteration 8F: 3 clusters Score -3.600985e+07 nChanged 13526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205827 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -36019872.000000 Penalty: 6180.158691
	Iteration 9F: 3 clusters Score -3.601987e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215334 members 
Mstep: Class 2 contains 42481 members 
Entering Unmasked Estep 
Score: -36028192.000000 Penalty: 6180.158691
	Iteration 10Q: 3 clusters Score -3.602819e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222431 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -36034088.000000 Penalty: 6180.158691
	Iteration 11Q: 3 clusters Score -3.603409e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227592 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -36037944.000000 Penalty: 6180.158691
	Iteration 12Q: 3 clusters Score -3.603794e+07 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231646 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -36040364.000000 Penalty: 6180.158691
	Iteration 13Q: 3 clusters Score -3.604036e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235281 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -36041672.000000 Penalty: 6180.158691
	Iteration 14Q: 3 clusters Score -3.604167e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238643 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -36042968.000000 Penalty: 6180.158691
	Iteration 15Q: 3 clusters Score -3.604297e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241752 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -36044148.000000 Penalty: 6180.158691
	Iteration 16Q: 3 clusters Score -3.604415e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244563 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -36044708.000000 Penalty: 6180.158691
	Iteration 17Q: 3 clusters Score -3.604471e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246951 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -36044644.000000 Penalty: 6180.158691
	Iteration 18Q: 3 clusters Score -3.604464e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249010 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -36044612.000000 Penalty: 6180.158691
	Iteration 19Q: 3 clusters Score -3.604461e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250707 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -36044532.000000 Penalty: 6180.158691
	Iteration 20F: 3 clusters Score -3.604453e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252158 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -36044492.000000 Penalty: 6180.158691
	Iteration 21Q: 3 clusters Score -3.604449e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253320 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -36044108.000000 Penalty: 6180.158691
	Iteration 22Q: 3 clusters Score -3.604411e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254263 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -36043888.000000 Penalty: 6180.158691
	Iteration 23Q: 3 clusters Score -3.604389e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255050 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -36043624.000000 Penalty: 6180.158691
	Iteration 24Q: 3 clusters Score -3.604362e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255668 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -36043472.000000 Penalty: 6180.158691
	Iteration 25Q: 3 clusters Score -3.604347e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256136 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -36043268.000000 Penalty: 6180.158691
	Iteration 26Q: 3 clusters Score -3.604327e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256459 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -36043152.000000 Penalty: 6180.158691
	Iteration 27Q: 3 clusters Score -3.604315e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256678 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -36043040.000000 Penalty: 6180.158691
	Iteration 28Q: 3 clusters Score -3.604304e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256837 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -36043068.000000 Penalty: 6180.158691
	Iteration 29Q: 3 clusters Score -3.604307e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256942 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -36043064.000000 Penalty: 6180.158691
	Iteration 30Q: 3 clusters Score -3.604306e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257008 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -36043072.000000 Penalty: 6180.158691
	Iteration 31Q: 3 clusters Score -3.604307e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257064 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -36043032.000000 Penalty: 6180.158691
	Iteration 32Q: 3 clusters Score -3.604303e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257106 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -36043040.000000 Penalty: 6180.158691
	Iteration 33Q: 3 clusters Score -3.604304e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257134 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -36043036.000000 Penalty: 6180.158691
	Iteration 34Q: 3 clusters Score -3.604304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257155 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -36043048.000000 Penalty: 6180.158691
	Iteration 35Q: 3 clusters Score -3.604305e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257181 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -36043040.000000 Penalty: 6180.158691
	Iteration 36Q: 3 clusters Score -3.604304e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257198 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -36043056.000000 Penalty: 6180.158691
	Iteration 37Q: 3 clusters Score -3.604306e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257212 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -36043080.000000 Penalty: 6180.158691
	Iteration 38Q: 3 clusters Score -3.604308e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257220 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -36043092.000000 Penalty: 6180.158691
	Iteration 39Q: 3 clusters Score -3.604309e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257227 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -36043120.000000 Penalty: 6180.158691
	Iteration 40F: 3 clusters Score -3.604312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257239 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -36043136.000000 Penalty: 6180.158691
	Iteration 41Q: 3 clusters Score -3.604314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257245 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -36043112.000000 Penalty: 6180.158691
	Iteration 42Q: 3 clusters Score -3.604311e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257255 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -36043108.000000 Penalty: 6180.158691
	Iteration 43Q: 3 clusters Score -3.604311e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257263 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -36043100.000000 Penalty: 6180.158691
	Iteration 44Q: 3 clusters Score -3.60431e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257269 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -36043112.000000 Penalty: 6180.158691
	Iteration 45Q: 3 clusters Score -3.604311e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257272 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -36043124.000000 Penalty: 6180.158691
	Iteration 46Q: 3 clusters Score -3.604312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257271 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -36043124.000000 Penalty: 6180.158691
	Iteration 47Q: 3 clusters Score -3.604312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257272 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -36043104.000000 Penalty: 6180.158691
	Iteration 48Q: 3 clusters Score -3.60431e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257274 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -36043108.000000 Penalty: 6180.158691
	Iteration 49Q: 3 clusters Score -3.604311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257275 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -36043116.000000 Penalty: 6180.158691
	Iteration 50Q: 3 clusters Score -3.604312e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257275 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -36043116.000000 Penalty: 6180.158691
	Iteration 51F: 3 clusters Score -3.604312e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (13859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Entering Unmasked Estep 
Score: -1817209.750000 Penalty: 2365.099121
	Iteration 0F: 2 clusters Score -1817210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1807090.250000 Penalty: 4730.198242
	Iteration 0F: 3 clusters Score -1807090 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1810225.375000 Penalty: 4730.198242
	Iteration 1F: 3 clusters Score -1810225 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1810523.750000 Penalty: 4730.198242
	Iteration 2F: 3 clusters Score -1810524 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1810735.500000 Penalty: 4730.198242
	Iteration 3Q: 3 clusters Score -1810736 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1810900.500000 Penalty: 4730.198242
	Iteration 4Q: 3 clusters Score -1810900 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1811020.125000 Penalty: 4730.198242
	Iteration 5Q: 3 clusters Score -1811020 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1811104.750000 Penalty: 4730.198242
	Iteration 6Q: 3 clusters Score -1811105 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1811172.750000 Penalty: 4730.198242
	Iteration 7Q: 3 clusters Score -1811173 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1811223.250000 Penalty: 4730.198242
	Iteration 8Q: 3 clusters Score -1811223 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1811284.875000 Penalty: 4730.198242
	Iteration 9Q: 3 clusters Score -1811285 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1811346.000000 Penalty: 4730.198242
	Iteration 10Q: 3 clusters Score -1811346 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1811415.250000 Penalty: 4730.198242
	Iteration 11Q: 3 clusters Score -1811415 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1811493.750000 Penalty: 4730.198242
	Iteration 12Q: 3 clusters Score -1811494 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1811585.875000 Penalty: 4730.198242
	Iteration 13Q: 3 clusters Score -1811586 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1811714.250000 Penalty: 4730.198242
	Iteration 14Q: 3 clusters Score -1811714 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1811890.375000 Penalty: 4730.198242
	Iteration 15Q: 3 clusters Score -1811890 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1812121.375000 Penalty: 4730.198242
	Iteration 16Q: 3 clusters Score -1812121 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1812427.000000 Penalty: 4730.198242
	Iteration 17Q: 3 clusters Score -1812427 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1812835.500000 Penalty: 4730.198242
	Iteration 18Q: 3 clusters Score -1812836 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1813307.000000 Penalty: 4730.198242
	Iteration 19Q: 3 clusters Score -1813307 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1813782.750000 Penalty: 4730.198242
	Iteration 20F: 3 clusters Score -1813783 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1814221.750000 Penalty: 4730.198242
	Iteration 21Q: 3 clusters Score -1814222 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1814542.125000 Penalty: 4730.198242
	Iteration 22Q: 3 clusters Score -1814542 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1814765.750000 Penalty: 4730.198242
	Iteration 23Q: 3 clusters Score -1814766 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1814901.125000 Penalty: 4730.198242
	Iteration 24Q: 3 clusters Score -1814901 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1814986.750000 Penalty: 4730.198242
	Iteration 25Q: 3 clusters Score -1814987 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1815038.125000 Penalty: 4730.198242
	Iteration 26Q: 3 clusters Score -1815038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1815080.750000 Penalty: 4730.198242
	Iteration 27Q: 3 clusters Score -1815081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1815109.250000 Penalty: 4730.198242
	Iteration 28Q: 3 clusters Score -1815109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1815123.750000 Penalty: 4730.198242
	Iteration 29Q: 3 clusters Score -1815124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1815125.500000 Penalty: 4730.198242
	Iteration 30Q: 3 clusters Score -1815126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1815129.500000 Penalty: 4730.198242
	Iteration 31Q: 3 clusters Score -1815130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1815129.500000 Penalty: 4730.198242
	Iteration 32Q: 3 clusters Score -1815130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1815131.000000 Penalty: 4730.198242
	Iteration 33Q: 3 clusters Score -1815131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1815133.875000 Penalty: 4730.198242
	Iteration 34Q: 3 clusters Score -1815134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1815135.500000 Penalty: 4730.198242
	Iteration 35Q: 3 clusters Score -1815136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1815136.625000 Penalty: 4730.198242
	Iteration 36Q: 3 clusters Score -1815137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1815140.750000 Penalty: 4730.198242
	Iteration 37Q: 3 clusters Score -1815141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1815146.625000 Penalty: 4730.198242
	Iteration 38Q: 3 clusters Score -1815147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1815147.875000 Penalty: 4730.198242
	Iteration 39Q: 3 clusters Score -1815148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1815146.875000 Penalty: 4730.198242
	Iteration 40F: 3 clusters Score -1815147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29483.666016 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29483.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28362.808594 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28362.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28448.335938 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28448.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28505.677734 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28505.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -28530.697266 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28530.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -28566.365234 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -28566.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28583.677734 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -28583.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28583.677734 Penalty: 2712.157715
	Iteration 6F: 3 clusters Score -28583.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Entering Unmasked Estep 
Score: -6606241.000000 Penalty: 2678.749756
	Iteration 0F: 2 clusters Score -6606241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -6572965.500000 Penalty: 5357.499512
	Iteration 0F: 3 clusters Score -6572966 nChanged 22867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -6586484.000000 Penalty: 5357.499512
	Iteration 1F: 3 clusters Score -6586484 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -6588161.000000 Penalty: 5357.499512
	Iteration 2F: 3 clusters Score -6588161 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -6590454.500000 Penalty: 5357.499512
	Iteration 3F: 3 clusters Score -6590454 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -6592889.000000 Penalty: 5357.499512
	Iteration 4F: 3 clusters Score -6592889 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -6595071.500000 Penalty: 5357.499512
	Iteration 5F: 3 clusters Score -6595072 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -6596640.500000 Penalty: 5357.499512
	Iteration 6F: 3 clusters Score -6596640 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -6597883.500000 Penalty: 5357.499512
	Iteration 7Q: 3 clusters Score -6597884 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -6598981.500000 Penalty: 5357.499512
	Iteration 8Q: 3 clusters Score -6598982 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -6600020.500000 Penalty: 5357.499512
	Iteration 9Q: 3 clusters Score -6600020 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -6600903.000000 Penalty: 5357.499512
	Iteration 10Q: 3 clusters Score -6600903 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -6601718.500000 Penalty: 5357.499512
	Iteration 11Q: 3 clusters Score -6601718 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -6602404.000000 Penalty: 5357.499512
	Iteration 12Q: 3 clusters Score -6602404 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -6602915.500000 Penalty: 5357.499512
	Iteration 13Q: 3 clusters Score -6602916 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -6603240.500000 Penalty: 5357.499512
	Iteration 14Q: 3 clusters Score -6603240 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -6603500.000000 Penalty: 5357.499512
	Iteration 15Q: 3 clusters Score -6603500 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -6603659.000000 Penalty: 5357.499512
	Iteration 16Q: 3 clusters Score -6603659 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -6603753.500000 Penalty: 5357.499512
	Iteration 17Q: 3 clusters Score -6603754 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 47722 members 
Entering Unmasked Estep 
Score: -6603864.500000 Penalty: 5357.499512
	Iteration 18Q: 3 clusters Score -6603864 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -6603933.000000 Penalty: 5357.499512
	Iteration 19Q: 3 clusters Score -6603933 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -6603991.000000 Penalty: 5357.499512
	Iteration 20F: 3 clusters Score -6603991 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -6604017.500000 Penalty: 5357.499512
	Iteration 21Q: 3 clusters Score -6604018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 48030 members 
Entering Unmasked Estep 
Score: -6604048.500000 Penalty: 5357.499512
	Iteration 22Q: 3 clusters Score -6604048 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -6604058.500000 Penalty: 5357.499512
	Iteration 23Q: 3 clusters Score -6604058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -6604088.000000 Penalty: 5357.499512
	Iteration 24Q: 3 clusters Score -6604088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 48124 members 
Entering Unmasked Estep 
Score: -6604097.500000 Penalty: 5357.499512
	Iteration 25Q: 3 clusters Score -6604098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -6604112.000000 Penalty: 5357.499512
	Iteration 26Q: 3 clusters Score -6604112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -6604133.500000 Penalty: 5357.499512
	Iteration 27Q: 3 clusters Score -6604134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -6604142.500000 Penalty: 5357.499512
	Iteration 28Q: 3 clusters Score -6604142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -6604150.500000 Penalty: 5357.499512
	Iteration 29Q: 3 clusters Score -6604150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 48224 members 
Entering Unmasked Estep 
Score: -6604153.000000 Penalty: 5357.499512
	Iteration 30Q: 3 clusters Score -6604153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -6604160.000000 Penalty: 5357.499512
	Iteration 31Q: 3 clusters Score -6604160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -6604161.000000 Penalty: 5357.499512
	Iteration 32Q: 3 clusters Score -6604161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -6604158.000000 Penalty: 5357.499512
	Iteration 33Q: 3 clusters Score -6604158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -6604159.000000 Penalty: 5357.499512
	Iteration 34Q: 3 clusters Score -6604159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -6604170.500000 Penalty: 5357.499512
	Iteration 35Q: 3 clusters Score -6604170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 48270 members 
Entering Unmasked Estep 
Score: -6604178.500000 Penalty: 5357.499512
	Iteration 36Q: 3 clusters Score -6604178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -6604172.500000 Penalty: 5357.499512
	Iteration 37Q: 3 clusters Score -6604172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -6604182.500000 Penalty: 5357.499512
	Iteration 38Q: 3 clusters Score -6604182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -6604193.000000 Penalty: 5357.499512
	Iteration 39Q: 3 clusters Score -6604193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -6604193.000000 Penalty: 5357.499512
	Iteration 40F: 3 clusters Score -6604193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -6604184.000000 Penalty: 5357.499512
	Iteration 41Q: 3 clusters Score -6604184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -6604191.000000 Penalty: 5357.499512
	Iteration 42Q: 3 clusters Score -6604191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 48300 members 
Entering Unmasked Estep 
Score: -6604195.500000 Penalty: 5357.499512
	Iteration 43Q: 3 clusters Score -6604196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -6604191.000000 Penalty: 5357.499512
	Iteration 44Q: 3 clusters Score -6604191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -6604189.000000 Penalty: 5357.499512
	Iteration 45Q: 3 clusters Score -6604189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -6604190.000000 Penalty: 5357.499512
	Iteration 46Q: 3 clusters Score -6604190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -6604191.500000 Penalty: 5357.499512
	Iteration 47Q: 3 clusters Score -6604192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -6604191.500000 Penalty: 5357.499512
	Iteration 48F: 3 clusters Score -6604192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (119865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119865 members 
Entering Unmasked Estep 
Score: -16622145.000000 Penalty: 2900.142090
	Iteration 0F: 2 clusters Score -1.662214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59844 members 
Mstep: Class 2 contains 60021 members 
Entering Unmasked Estep 
Score: -16541946.000000 Penalty: 5800.284180
	Iteration 0F: 3 clusters Score -1.654195e+07 nChanged 56884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 59211 members 
Entering Unmasked Estep 
Score: -16575185.000000 Penalty: 5800.284180
	Iteration 1F: 3 clusters Score -1.657518e+07 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61170 members 
Mstep: Class 2 contains 58695 members 
Entering Unmasked Estep 
Score: -16576277.000000 Penalty: 5800.284180
	Iteration 2Q: 3 clusters Score -1.657628e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -16577563.000000 Penalty: 5800.284180
	Iteration 3Q: 3 clusters Score -1.657756e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62647 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -16579464.000000 Penalty: 5800.284180
	Iteration 4Q: 3 clusters Score -1.657946e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63513 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -16581272.000000 Penalty: 5800.284180
	Iteration 5Q: 3 clusters Score -1.658127e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 55482 members 
Entering Unmasked Estep 
Score: -16583100.000000 Penalty: 5800.284180
	Iteration 6Q: 3 clusters Score -1.65831e+07 nChanged 5412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65247 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -16585457.000000 Penalty: 5800.284180
	Iteration 7Q: 3 clusters Score -1.658546e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 53724 members 
Entering Unmasked Estep 
Score: -16587583.000000 Penalty: 5800.284180
	Iteration 8Q: 3 clusters Score -1.658758e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67069 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -16589809.000000 Penalty: 5800.284180
	Iteration 9Q: 3 clusters Score -1.658981e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68107 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -16592536.000000 Penalty: 5800.284180
	Iteration 10Q: 3 clusters Score -1.659254e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69171 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -16596137.000000 Penalty: 5800.284180
	Iteration 11Q: 3 clusters Score -1.659614e+07 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70253 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -16600621.000000 Penalty: 5800.284180
	Iteration 12Q: 3 clusters Score -1.660062e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -16605075.000000 Penalty: 5800.284180
	Iteration 13F: 3 clusters Score -1.660508e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72073 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -16607891.000000 Penalty: 5800.284180
	Iteration 14Q: 3 clusters Score -1.660789e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72794 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -16609123.000000 Penalty: 5800.284180
	Iteration 15Q: 3 clusters Score -1.660912e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73442 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -16609782.000000 Penalty: 5800.284180
	Iteration 16Q: 3 clusters Score -1.660978e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74044 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -16610183.000000 Penalty: 5800.284180
	Iteration 17Q: 3 clusters Score -1.661018e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74567 members 
Mstep: Class 2 contains 45298 members 
Entering Unmasked Estep 
Score: -16610488.000000 Penalty: 5800.284180
	Iteration 18Q: 3 clusters Score -1.661049e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75060 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -16610707.000000 Penalty: 5800.284180
	Iteration 19Q: 3 clusters Score -1.661071e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75532 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -16610923.000000 Penalty: 5800.284180
	Iteration 20F: 3 clusters Score -1.661092e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75971 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -16611091.000000 Penalty: 5800.284180
	Iteration 21Q: 3 clusters Score -1.661109e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76447 members 
Mstep: Class 2 contains 43418 members 
Entering Unmasked Estep 
Score: -16611168.000000 Penalty: 5800.284180
	Iteration 22Q: 3 clusters Score -1.661117e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76873 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -16611251.000000 Penalty: 5800.284180
	Iteration 23Q: 3 clusters Score -1.661125e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77290 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -16611283.000000 Penalty: 5800.284180
	Iteration 24Q: 3 clusters Score -1.661128e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77676 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -16611326.000000 Penalty: 5800.284180
	Iteration 25Q: 3 clusters Score -1.661133e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -16611426.000000 Penalty: 5800.284180
	Iteration 26Q: 3 clusters Score -1.661143e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78412 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -16611488.000000 Penalty: 5800.284180
	Iteration 27Q: 3 clusters Score -1.661149e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -16611499.000000 Penalty: 5800.284180
	Iteration 28Q: 3 clusters Score -1.66115e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79048 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -16611565.000000 Penalty: 5800.284180
	Iteration 29Q: 3 clusters Score -1.661156e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79348 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -16611610.000000 Penalty: 5800.284180
	Iteration 30Q: 3 clusters Score -1.661161e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79650 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -16611667.000000 Penalty: 5800.284180
	Iteration 31Q: 3 clusters Score -1.661167e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79956 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -16611720.000000 Penalty: 5800.284180
	Iteration 32Q: 3 clusters Score -1.661172e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80220 members 
Mstep: Class 2 contains 39645 members 
Entering Unmasked Estep 
Score: -16611740.000000 Penalty: 5800.284180
	Iteration 33Q: 3 clusters Score -1.661174e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80492 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -16611766.000000 Penalty: 5800.284180
	Iteration 34Q: 3 clusters Score -1.661177e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -16611788.000000 Penalty: 5800.284180
	Iteration 35Q: 3 clusters Score -1.661179e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81021 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -16611806.000000 Penalty: 5800.284180
	Iteration 36Q: 3 clusters Score -1.661181e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81276 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -16611770.000000 Penalty: 5800.284180
	Iteration 37Q: 3 clusters Score -1.661177e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81508 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -16611764.000000 Penalty: 5800.284180
	Iteration 38Q: 3 clusters Score -1.661176e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -16611820.000000 Penalty: 5800.284180
	Iteration 39Q: 3 clusters Score -1.661182e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81996 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -16611855.000000 Penalty: 5800.284180
	Iteration 40F: 3 clusters Score -1.661186e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -16611889.000000 Penalty: 5800.284180
	Iteration 41Q: 3 clusters Score -1.661189e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82487 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -16611894.000000 Penalty: 5800.284180
	Iteration 42Q: 3 clusters Score -1.661189e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82702 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -16611904.000000 Penalty: 5800.284180
	Iteration 43Q: 3 clusters Score -1.66119e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82933 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -16611908.000000 Penalty: 5800.284180
	Iteration 44Q: 3 clusters Score -1.661191e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83166 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -16611898.000000 Penalty: 5800.284180
	Iteration 45Q: 3 clusters Score -1.66119e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83431 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -16611947.000000 Penalty: 5800.284180
	Iteration 46Q: 3 clusters Score -1.661195e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -16611971.000000 Penalty: 5800.284180
	Iteration 47Q: 3 clusters Score -1.661197e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -16611979.000000 Penalty: 5800.284180
	Iteration 48Q: 3 clusters Score -1.661198e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -16612022.000000 Penalty: 5800.284180
	Iteration 49Q: 3 clusters Score -1.661202e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84633 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -16612090.000000 Penalty: 5800.284180
	Iteration 50Q: 3 clusters Score -1.661209e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -16612149.000000 Penalty: 5800.284180
	Iteration 51Q: 3 clusters Score -1.661215e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85305 members 
Mstep: Class 2 contains 34560 members 
Entering Unmasked Estep 
Score: -16612202.000000 Penalty: 5800.284180
	Iteration 52Q: 3 clusters Score -1.66122e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85651 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -16612221.000000 Penalty: 5800.284180
	Iteration 53Q: 3 clusters Score -1.661222e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 33828 members 
Entering Unmasked Estep 
Score: -16612290.000000 Penalty: 5800.284180
	Iteration 54Q: 3 clusters Score -1.661229e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86391 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -16612320.000000 Penalty: 5800.284180
	Iteration 55Q: 3 clusters Score -1.661232e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86723 members 
Mstep: Class 2 contains 33142 members 
Entering Unmasked Estep 
Score: -16612321.000000 Penalty: 5800.284180
	Iteration 56Q: 3 clusters Score -1.661232e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -16612350.000000 Penalty: 5800.284180
	Iteration 57Q: 3 clusters Score -1.661235e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -16612351.000000 Penalty: 5800.284180
	Iteration 58Q: 3 clusters Score -1.661235e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87720 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -16612367.000000 Penalty: 5800.284180
	Iteration 59Q: 3 clusters Score -1.661237e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88066 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -16612409.000000 Penalty: 5800.284180
	Iteration 60F: 3 clusters Score -1.661241e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -16612405.000000 Penalty: 5800.284180
	Iteration 61Q: 3 clusters Score -1.66124e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88759 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -16612476.000000 Penalty: 5800.284180
	Iteration 62Q: 3 clusters Score -1.661248e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89128 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -16612507.000000 Penalty: 5800.284180
	Iteration 63Q: 3 clusters Score -1.661251e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89514 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -16612484.000000 Penalty: 5800.284180
	Iteration 64Q: 3 clusters Score -1.661248e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -16612533.000000 Penalty: 5800.284180
	Iteration 65Q: 3 clusters Score -1.661253e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90263 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -16612552.000000 Penalty: 5800.284180
	Iteration 66Q: 3 clusters Score -1.661255e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90652 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -16612596.000000 Penalty: 5800.284180
	Iteration 67Q: 3 clusters Score -1.66126e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91009 members 
Mstep: Class 2 contains 28856 members 
Entering Unmasked Estep 
Score: -16612614.000000 Penalty: 5800.284180
	Iteration 68Q: 3 clusters Score -1.661261e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91344 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -16612619.000000 Penalty: 5800.284180
	Iteration 69Q: 3 clusters Score -1.661262e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91666 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -16612642.000000 Penalty: 5800.284180
	Iteration 70Q: 3 clusters Score -1.661264e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91984 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -16612703.000000 Penalty: 5800.284180
	Iteration 71Q: 3 clusters Score -1.66127e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92345 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -16612771.000000 Penalty: 5800.284180
	Iteration 72Q: 3 clusters Score -1.661277e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92726 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -16612759.000000 Penalty: 5800.284180
	Iteration 73Q: 3 clusters Score -1.661276e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -16612736.000000 Penalty: 5800.284180
	Iteration 74Q: 3 clusters Score -1.661274e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93482 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -16612813.000000 Penalty: 5800.284180
	Iteration 75Q: 3 clusters Score -1.661281e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93881 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -16612873.000000 Penalty: 5800.284180
	Iteration 76Q: 3 clusters Score -1.661287e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94256 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -16612887.000000 Penalty: 5800.284180
	Iteration 77Q: 3 clusters Score -1.661289e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94662 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -16612886.000000 Penalty: 5800.284180
	Iteration 78Q: 3 clusters Score -1.661289e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -16612931.000000 Penalty: 5800.284180
	Iteration 79Q: 3 clusters Score -1.661293e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95509 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -16613021.000000 Penalty: 5800.284180
	Iteration 80F: 3 clusters Score -1.661302e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95988 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -16613056.000000 Penalty: 5800.284180
	Iteration 81Q: 3 clusters Score -1.661306e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96448 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -16613085.000000 Penalty: 5800.284180
	Iteration 82Q: 3 clusters Score -1.661308e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96949 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -16613177.000000 Penalty: 5800.284180
	Iteration 83Q: 3 clusters Score -1.661318e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97478 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -16613241.000000 Penalty: 5800.284180
	Iteration 84Q: 3 clusters Score -1.661324e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98040 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -16613313.000000 Penalty: 5800.284180
	Iteration 85Q: 3 clusters Score -1.661331e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98652 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -16613420.000000 Penalty: 5800.284180
	Iteration 86Q: 3 clusters Score -1.661342e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99299 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -16613560.000000 Penalty: 5800.284180
	Iteration 87Q: 3 clusters Score -1.661356e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99983 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -16613667.000000 Penalty: 5800.284180
	Iteration 88Q: 3 clusters Score -1.661367e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100692 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -16613751.000000 Penalty: 5800.284180
	Iteration 89Q: 3 clusters Score -1.661375e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101417 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -16613859.000000 Penalty: 5800.284180
	Iteration 90Q: 3 clusters Score -1.661386e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102177 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -16613999.000000 Penalty: 5800.284180
	Iteration 91Q: 3 clusters Score -1.6614e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102949 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -16614114.000000 Penalty: 5800.284180
	Iteration 92Q: 3 clusters Score -1.661411e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103744 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -16614321.000000 Penalty: 5800.284180
	Iteration 93Q: 3 clusters Score -1.661432e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104546 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -16614430.000000 Penalty: 5800.284180
	Iteration 94Q: 3 clusters Score -1.661443e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105414 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -16614765.000000 Penalty: 5800.284180
	Iteration 95Q: 3 clusters Score -1.661476e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106304 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -16614950.000000 Penalty: 5800.284180
	Iteration 96Q: 3 clusters Score -1.661495e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107258 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -16615179.000000 Penalty: 5800.284180
	Iteration 97Q: 3 clusters Score -1.661518e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108251 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -16615518.000000 Penalty: 5800.284180
	Iteration 98Q: 3 clusters Score -1.661552e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109237 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -16615896.000000 Penalty: 5800.284180
	Iteration 99Q: 3 clusters Score -1.66159e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110224 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -16616169.000000 Penalty: 5800.284180
	Iteration 100F: 3 clusters Score -1.661617e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111214 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -16616526.000000 Penalty: 5800.284180
	Iteration 101Q: 3 clusters Score -1.661653e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112153 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -16616817.000000 Penalty: 5800.284180
	Iteration 102Q: 3 clusters Score -1.661682e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113092 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -16617243.000000 Penalty: 5800.284180
	Iteration 103Q: 3 clusters Score -1.661724e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113965 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -16617661.000000 Penalty: 5800.284180
	Iteration 104Q: 3 clusters Score -1.661766e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114761 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -16617995.000000 Penalty: 5800.284180
	Iteration 105Q: 3 clusters Score -1.6618e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115443 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -16618290.000000 Penalty: 5800.284180
	Iteration 106Q: 3 clusters Score -1.661829e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116044 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -16618607.000000 Penalty: 5800.284180
	Iteration 107Q: 3 clusters Score -1.661861e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116558 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -16618898.000000 Penalty: 5800.284180
	Iteration 108Q: 3 clusters Score -1.66189e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117008 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -16619118.000000 Penalty: 5800.284180
	Iteration 109Q: 3 clusters Score -1.661912e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117338 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -16619271.000000 Penalty: 5800.284180
	Iteration 110Q: 3 clusters Score -1.661927e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117592 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -16619356.000000 Penalty: 5800.284180
	Iteration 111Q: 3 clusters Score -1.661936e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117806 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -16619488.000000 Penalty: 5800.284180
	Iteration 112Q: 3 clusters Score -1.661949e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117966 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -16619569.000000 Penalty: 5800.284180
	Iteration 113Q: 3 clusters Score -1.661957e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118099 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -16619658.000000 Penalty: 5800.284180
	Iteration 114Q: 3 clusters Score -1.661966e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118201 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -16619776.000000 Penalty: 5800.284180
	Iteration 115Q: 3 clusters Score -1.661978e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118282 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -16619847.000000 Penalty: 5800.284180
	Iteration 116Q: 3 clusters Score -1.661985e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118348 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -16619908.000000 Penalty: 5800.284180
	Iteration 117Q: 3 clusters Score -1.661991e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118410 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -16620025.000000 Penalty: 5800.284180
	Iteration 118Q: 3 clusters Score -1.662002e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118457 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -16620119.000000 Penalty: 5800.284180
	Iteration 119Q: 3 clusters Score -1.662012e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118486 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -16620161.000000 Penalty: 5800.284180
	Iteration 120F: 3 clusters Score -1.662016e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118488 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -16620191.000000 Penalty: 5800.284180
	Iteration 121Q: 3 clusters Score -1.662019e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118486 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -16620212.000000 Penalty: 5800.284180
	Iteration 122Q: 3 clusters Score -1.662021e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118493 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -16620244.000000 Penalty: 5800.284180
	Iteration 123Q: 3 clusters Score -1.662024e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118489 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -16620272.000000 Penalty: 5800.284180
	Iteration 124Q: 3 clusters Score -1.662027e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118494 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -16620273.000000 Penalty: 5800.284180
	Iteration 125Q: 3 clusters Score -1.662027e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118494 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -16620277.000000 Penalty: 5800.284180
	Iteration 126Q: 3 clusters Score -1.662028e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118494 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -16620276.000000 Penalty: 5800.284180
	Iteration 127Q: 3 clusters Score -1.662028e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118490 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -16620285.000000 Penalty: 5800.284180
	Iteration 128Q: 3 clusters Score -1.662028e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118495 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -16620284.000000 Penalty: 5800.284180
	Iteration 129Q: 3 clusters Score -1.662028e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118494 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -16620297.000000 Penalty: 5800.284180
	Iteration 130Q: 3 clusters Score -1.66203e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118495 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -16620281.000000 Penalty: 5800.284180
	Iteration 131Q: 3 clusters Score -1.662028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118494 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -16620309.000000 Penalty: 5800.284180
	Iteration 132Q: 3 clusters Score -1.662031e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118491 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -16620312.000000 Penalty: 5800.284180
	Iteration 133Q: 3 clusters Score -1.662031e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118491 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -16620316.000000 Penalty: 5800.284180
	Iteration 134Q: 3 clusters Score -1.662032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118493 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -16620301.000000 Penalty: 5800.284180
	Iteration 135Q: 3 clusters Score -1.66203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118491 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -16620304.000000 Penalty: 5800.284180
	Iteration 136Q: 3 clusters Score -1.66203e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118487 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -16620304.000000 Penalty: 5800.284180
	Iteration 137Q: 3 clusters Score -1.66203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118480 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -16620304.000000 Penalty: 5800.284180
	Iteration 138Q: 3 clusters Score -1.66203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118474 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -16620314.000000 Penalty: 5800.284180
	Iteration 139Q: 3 clusters Score -1.662031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118461 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -16620312.000000 Penalty: 5800.284180
	Iteration 140F: 3 clusters Score -1.662031e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118455 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -16620330.000000 Penalty: 5800.284180
	Iteration 141Q: 3 clusters Score -1.662033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118447 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -16620353.000000 Penalty: 5800.284180
	Iteration 142Q: 3 clusters Score -1.662035e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118445 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -16620344.000000 Penalty: 5800.284180
	Iteration 143Q: 3 clusters Score -1.662034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118443 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -16620364.000000 Penalty: 5800.284180
	Iteration 144Q: 3 clusters Score -1.662036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118439 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -16620355.000000 Penalty: 5800.284180
	Iteration 145Q: 3 clusters Score -1.662036e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -16620352.000000 Penalty: 5800.284180
	Iteration 146Q: 3 clusters Score -1.662035e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118434 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -16620358.000000 Penalty: 5800.284180
	Iteration 147Q: 3 clusters Score -1.662036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118432 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -16620355.000000 Penalty: 5800.284180
	Iteration 148Q: 3 clusters Score -1.662036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118431 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16620356.000000 Penalty: 5800.284180
	Iteration 149Q: 3 clusters Score -1.662036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118430 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -16620369.000000 Penalty: 5800.284180
	Iteration 150Q: 3 clusters Score -1.662037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118430 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -16620358.000000 Penalty: 5800.284180
	Iteration 151Q: 3 clusters Score -1.662036e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118430 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -16620357.000000 Penalty: 5800.284180
	Iteration 152Q: 3 clusters Score -1.662036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118431 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16620357.000000 Penalty: 5800.284180
	Iteration 153Q: 3 clusters Score -1.662036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118431 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -16620357.000000 Penalty: 5800.284180
	Iteration 154F: 3 clusters Score -1.662036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -77966.648438 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -77966.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76423.046875 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -76423.05 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -76954.234375 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -76954.23 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -77321.320312 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -77321.32 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -77483.523438 Penalty: 3163.699219
	Iteration 3F: 3 clusters Score -77483.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -77581.570312 Penalty: 3163.699219
	Iteration 4F: 3 clusters Score -77581.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -77633.429688 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -77633.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -77672.281250 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -77672.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -77683.945312 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -77683.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -77695.539062 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -77695.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -77695.539062 Penalty: 3163.699219
	Iteration 9F: 3 clusters Score -77695.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Entering Unmasked Estep 
Score: -1180013.250000 Penalty: 2250.054443
	Iteration 0F: 2 clusters Score -1180013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1173133.250000 Penalty: 4500.108887
	Iteration 0F: 3 clusters Score -1173133 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1175082.250000 Penalty: 4500.108887
	Iteration 1F: 3 clusters Score -1175082 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1175341.625000 Penalty: 4500.108887
	Iteration 2F: 3 clusters Score -1175342 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1175500.250000 Penalty: 4500.108887
	Iteration 3Q: 3 clusters Score -1175500 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1175646.000000 Penalty: 4500.108887
	Iteration 4Q: 3 clusters Score -1175646 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1175791.125000 Penalty: 4500.108887
	Iteration 5Q: 3 clusters Score -1175791 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1175933.125000 Penalty: 4500.108887
	Iteration 6Q: 3 clusters Score -1175933 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1176072.250000 Penalty: 4500.108887
	Iteration 7Q: 3 clusters Score -1176072 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1176215.125000 Penalty: 4500.108887
	Iteration 8Q: 3 clusters Score -1176215 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1176361.375000 Penalty: 4500.108887
	Iteration 9Q: 3 clusters Score -1176361 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1176548.125000 Penalty: 4500.108887
	Iteration 10Q: 3 clusters Score -1176548 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1176764.500000 Penalty: 4500.108887
	Iteration 11Q: 3 clusters Score -1176764 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1176980.125000 Penalty: 4500.108887
	Iteration 12Q: 3 clusters Score -1176980 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1177191.375000 Penalty: 4500.108887
	Iteration 13Q: 3 clusters Score -1177191 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1177357.125000 Penalty: 4500.108887
	Iteration 14Q: 3 clusters Score -1177357 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1177501.750000 Penalty: 4500.108887
	Iteration 15Q: 3 clusters Score -1177502 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1177628.375000 Penalty: 4500.108887
	Iteration 16Q: 3 clusters Score -1177628 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1177743.375000 Penalty: 4500.108887
	Iteration 17Q: 3 clusters Score -1177743 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1177839.375000 Penalty: 4500.108887
	Iteration 18Q: 3 clusters Score -1177839 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1177906.375000 Penalty: 4500.108887
	Iteration 19Q: 3 clusters Score -1177906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1177949.125000 Penalty: 4500.108887
	Iteration 20F: 3 clusters Score -1177949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1177980.000000 Penalty: 4500.108887
	Iteration 21Q: 3 clusters Score -1177980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1178012.250000 Penalty: 4500.108887
	Iteration 22Q: 3 clusters Score -1178012 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1178042.125000 Penalty: 4500.108887
	Iteration 23Q: 3 clusters Score -1178042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1178059.875000 Penalty: 4500.108887
	Iteration 24Q: 3 clusters Score -1178060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1178069.500000 Penalty: 4500.108887
	Iteration 25Q: 3 clusters Score -1178070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1178089.500000 Penalty: 4500.108887
	Iteration 26Q: 3 clusters Score -1178090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1178113.875000 Penalty: 4500.108887
	Iteration 27Q: 3 clusters Score -1178114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1178124.625000 Penalty: 4500.108887
	Iteration 28Q: 3 clusters Score -1178125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1178136.750000 Penalty: 4500.108887
	Iteration 29Q: 3 clusters Score -1178137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1178141.125000 Penalty: 4500.108887
	Iteration 30Q: 3 clusters Score -1178141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1178142.375000 Penalty: 4500.108887
	Iteration 31Q: 3 clusters Score -1178142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1178144.625000 Penalty: 4500.108887
	Iteration 32Q: 3 clusters Score -1178145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1178145.500000 Penalty: 4500.108887
	Iteration 33Q: 3 clusters Score -1178146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1178146.500000 Penalty: 4500.108887
	Iteration 34Q: 3 clusters Score -1178146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1178148.875000 Penalty: 4500.108887
	Iteration 35Q: 3 clusters Score -1178149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1178151.500000 Penalty: 4500.108887
	Iteration 36Q: 3 clusters Score -1178152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1178157.500000 Penalty: 4500.108887
	Iteration 37Q: 3 clusters Score -1178158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1178160.000000 Penalty: 4500.108887
	Iteration 38Q: 3 clusters Score -1178160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1178166.125000 Penalty: 4500.108887
	Iteration 39Q: 3 clusters Score -1178166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1178168.875000 Penalty: 4500.108887
	Iteration 40F: 3 clusters Score -1178169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1178172.000000 Penalty: 4500.108887
	Iteration 41Q: 3 clusters Score -1178172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1178172.000000 Penalty: 4500.108887
	Iteration 42F: 3 clusters Score -1178172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Entering Unmasked Estep 
Score: -3823111.750000 Penalty: 2542.047852
	Iteration 0F: 2 clusters Score -3823112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -3803663.000000 Penalty: 5084.095703
	Iteration 0F: 3 clusters Score -3803663 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3810668.000000 Penalty: 5084.095703
	Iteration 1F: 3 clusters Score -3810668 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3811367.500000 Penalty: 5084.095703
	Iteration 2F: 3 clusters Score -3811368 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -3812215.750000 Penalty: 5084.095703
	Iteration 3F: 3 clusters Score -3812216 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3813257.000000 Penalty: 5084.095703
	Iteration 4F: 3 clusters Score -3813257 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3814256.500000 Penalty: 5084.095703
	Iteration 5F: 3 clusters Score -3814256 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -3815054.750000 Penalty: 5084.095703
	Iteration 6F: 3 clusters Score -3815055 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -3815598.500000 Penalty: 5084.095703
	Iteration 7Q: 3 clusters Score -3815598 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3815969.000000 Penalty: 5084.095703
	Iteration 8Q: 3 clusters Score -3815969 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -3816225.500000 Penalty: 5084.095703
	Iteration 9Q: 3 clusters Score -3816226 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -3816408.250000 Penalty: 5084.095703
	Iteration 10Q: 3 clusters Score -3816408 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -3816526.750000 Penalty: 5084.095703
	Iteration 11Q: 3 clusters Score -3816527 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -3816629.000000 Penalty: 5084.095703
	Iteration 12Q: 3 clusters Score -3816629 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3816737.000000 Penalty: 5084.095703
	Iteration 13Q: 3 clusters Score -3816737 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
Score: -3816880.000000 Penalty: 5084.095703
	Iteration 14Q: 3 clusters Score -3816880 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3817029.750000 Penalty: 5084.095703
	Iteration 15Q: 3 clusters Score -3817030 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3817213.750000 Penalty: 5084.095703
	Iteration 16Q: 3 clusters Score -3817214 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -3817410.750000 Penalty: 5084.095703
	Iteration 17Q: 3 clusters Score -3817411 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -3817676.000000 Penalty: 5084.095703
	Iteration 18Q: 3 clusters Score -3817676 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3818017.750000 Penalty: 5084.095703
	Iteration 19Q: 3 clusters Score -3818018 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -3818359.500000 Penalty: 5084.095703
	Iteration 20F: 3 clusters Score -3818360 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -3818727.000000 Penalty: 5084.095703
	Iteration 21Q: 3 clusters Score -3818727 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -3819128.500000 Penalty: 5084.095703
	Iteration 22Q: 3 clusters Score -3819128 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -3819515.250000 Penalty: 5084.095703
	Iteration 23Q: 3 clusters Score -3819515 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -3819819.250000 Penalty: 5084.095703
	Iteration 24Q: 3 clusters Score -3819819 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3820052.750000 Penalty: 5084.095703
	Iteration 25Q: 3 clusters Score -3820053 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -3820245.750000 Penalty: 5084.095703
	Iteration 26Q: 3 clusters Score -3820246 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -3820395.000000 Penalty: 5084.095703
	Iteration 27Q: 3 clusters Score -3820395 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -3820519.500000 Penalty: 5084.095703
	Iteration 28Q: 3 clusters Score -3820520 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -3820624.500000 Penalty: 5084.095703
	Iteration 29Q: 3 clusters Score -3820624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3820700.500000 Penalty: 5084.095703
	Iteration 30Q: 3 clusters Score -3820700 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3820751.500000 Penalty: 5084.095703
	Iteration 31Q: 3 clusters Score -3820752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3820798.500000 Penalty: 5084.095703
	Iteration 32Q: 3 clusters Score -3820798 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -3820825.750000 Penalty: 5084.095703
	Iteration 33Q: 3 clusters Score -3820826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -3820844.500000 Penalty: 5084.095703
	Iteration 34Q: 3 clusters Score -3820844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -3820874.500000 Penalty: 5084.095703
	Iteration 35Q: 3 clusters Score -3820874 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -3820896.500000 Penalty: 5084.095703
	Iteration 36Q: 3 clusters Score -3820896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -3820904.750000 Penalty: 5084.095703
	Iteration 37Q: 3 clusters Score -3820905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -3820913.500000 Penalty: 5084.095703
	Iteration 38Q: 3 clusters Score -3820914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -3820920.000000 Penalty: 5084.095703
	Iteration 39Q: 3 clusters Score -3820920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3820917.750000 Penalty: 5084.095703
	Iteration 40F: 3 clusters Score -3820918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -3820921.000000 Penalty: 5084.095703
	Iteration 41Q: 3 clusters Score -3820921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -3820920.500000 Penalty: 5084.095703
	Iteration 42Q: 3 clusters Score -3820920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -3820918.750000 Penalty: 5084.095703
	Iteration 43Q: 3 clusters Score -3820919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3820919.500000 Penalty: 5084.095703
	Iteration 44Q: 3 clusters Score -3820920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3820922.250000 Penalty: 5084.095703
	Iteration 45Q: 3 clusters Score -3820922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3820923.750000 Penalty: 5084.095703
	Iteration 46Q: 3 clusters Score -3820924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -3820921.500000 Penalty: 5084.095703
	Iteration 47Q: 3 clusters Score -3820922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3820921.000000 Penalty: 5084.095703
	Iteration 48Q: 3 clusters Score -3820921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3820921.750000 Penalty: 5084.095703
	Iteration 49Q: 3 clusters Score -3820922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3820921.750000 Penalty: 5084.095703
	Iteration 50F: 3 clusters Score -3820922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -67792.031250 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -67792.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66297.914062 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -66297.91 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66467.421875 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -66467.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66495.046875 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -66495.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66506.914062 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -66506.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66517.625000 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -66517.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66520.281250 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -66520.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66524.773438 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -66524.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66534.882812 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -66534.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66546.695312 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -66546.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66554.992188 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -66554.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66559.406250 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -66559.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66565.367188 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -66565.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66568.312500 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -66568.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66571.171875 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -66571.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66573.601562 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -66573.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66573.601562 Penalty: 3089.341309
	Iteration 15F: 3 clusters Score -66573.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Entering Unmasked Estep 
Score: -2674997.750000 Penalty: 2446.199219
	Iteration 0F: 2 clusters Score -2674998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2661491.250000 Penalty: 4892.398438
	Iteration 0F: 3 clusters Score -2661491 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -2665854.750000 Penalty: 4892.398438
	Iteration 1F: 3 clusters Score -2665855 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2666177.000000 Penalty: 4892.398438
	Iteration 2F: 3 clusters Score -2666177 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2666399.000000 Penalty: 4892.398438
	Iteration 3Q: 3 clusters Score -2666399 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2666582.250000 Penalty: 4892.398438
	Iteration 4Q: 3 clusters Score -2666582 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2666729.750000 Penalty: 4892.398438
	Iteration 5Q: 3 clusters Score -2666730 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -2666857.500000 Penalty: 4892.398438
	Iteration 6Q: 3 clusters Score -2666858 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2666958.000000 Penalty: 4892.398438
	Iteration 7Q: 3 clusters Score -2666958 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -2667047.250000 Penalty: 4892.398438
	Iteration 8Q: 3 clusters Score -2667047 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -2667141.250000 Penalty: 4892.398438
	Iteration 9Q: 3 clusters Score -2667141 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2667225.250000 Penalty: 4892.398438
	Iteration 10Q: 3 clusters Score -2667225 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2667315.750000 Penalty: 4892.398438
	Iteration 11Q: 3 clusters Score -2667316 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2667440.250000 Penalty: 4892.398438
	Iteration 12Q: 3 clusters Score -2667440 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2667595.000000 Penalty: 4892.398438
	Iteration 13Q: 3 clusters Score -2667595 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2667766.250000 Penalty: 4892.398438
	Iteration 14Q: 3 clusters Score -2667766 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -2667981.000000 Penalty: 4892.398438
	Iteration 15Q: 3 clusters Score -2667981 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2668267.500000 Penalty: 4892.398438
	Iteration 16Q: 3 clusters Score -2668268 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -2668673.250000 Penalty: 4892.398438
	Iteration 17Q: 3 clusters Score -2668673 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2669226.500000 Penalty: 4892.398438
	Iteration 18Q: 3 clusters Score -2669226 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2669873.250000 Penalty: 4892.398438
	Iteration 19Q: 3 clusters Score -2669873 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2670570.250000 Penalty: 4892.398438
	Iteration 20F: 3 clusters Score -2670570 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2671218.750000 Penalty: 4892.398438
	Iteration 21Q: 3 clusters Score -2671219 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -2671705.000000 Penalty: 4892.398438
	Iteration 22Q: 3 clusters Score -2671705 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2672040.500000 Penalty: 4892.398438
	Iteration 23Q: 3 clusters Score -2672040 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2672312.500000 Penalty: 4892.398438
	Iteration 24Q: 3 clusters Score -2672312 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2672450.250000 Penalty: 4892.398438
	Iteration 25Q: 3 clusters Score -2672450 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2672547.750000 Penalty: 4892.398438
	Iteration 26Q: 3 clusters Score -2672548 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2672615.750000 Penalty: 4892.398438
	Iteration 27Q: 3 clusters Score -2672616 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2672649.750000 Penalty: 4892.398438
	Iteration 28Q: 3 clusters Score -2672650 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2672669.750000 Penalty: 4892.398438
	Iteration 29Q: 3 clusters Score -2672670 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2672692.500000 Penalty: 4892.398438
	Iteration 30Q: 3 clusters Score -2672692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2672719.500000 Penalty: 4892.398438
	Iteration 31Q: 3 clusters Score -2672720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -2672744.500000 Penalty: 4892.398438
	Iteration 32Q: 3 clusters Score -2672744 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2672760.750000 Penalty: 4892.398438
	Iteration 33Q: 3 clusters Score -2672761 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2672786.000000 Penalty: 4892.398438
	Iteration 34Q: 3 clusters Score -2672786 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2672796.000000 Penalty: 4892.398438
	Iteration 35Q: 3 clusters Score -2672796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2672809.000000 Penalty: 4892.398438
	Iteration 36Q: 3 clusters Score -2672809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -2672818.750000 Penalty: 4892.398438
	Iteration 37Q: 3 clusters Score -2672819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2672827.500000 Penalty: 4892.398438
	Iteration 38Q: 3 clusters Score -2672828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -2672824.250000 Penalty: 4892.398438
	Iteration 39Q: 3 clusters Score -2672824 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -2672829.750000 Penalty: 4892.398438
	Iteration 40F: 3 clusters Score -2672830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2672831.000000 Penalty: 4892.398438
	Iteration 41Q: 3 clusters Score -2672831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2672838.250000 Penalty: 4892.398438
	Iteration 42Q: 3 clusters Score -2672838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2672841.750000 Penalty: 4892.398438
	Iteration 43Q: 3 clusters Score -2672842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2672842.500000 Penalty: 4892.398438
	Iteration 44Q: 3 clusters Score -2672842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2672844.000000 Penalty: 4892.398438
	Iteration 45Q: 3 clusters Score -2672844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2672844.750000 Penalty: 4892.398438
	Iteration 46Q: 3 clusters Score -2672845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2672847.500000 Penalty: 4892.398438
	Iteration 47Q: 3 clusters Score -2672848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2672854.250000 Penalty: 4892.398438
	Iteration 48Q: 3 clusters Score -2672854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2672859.000000 Penalty: 4892.398438
	Iteration 49Q: 3 clusters Score -2672859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2672857.500000 Penalty: 4892.398438
	Iteration 50Q: 3 clusters Score -2672858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2672864.500000 Penalty: 4892.398438
	Iteration 51Q: 3 clusters Score -2672864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2672867.500000 Penalty: 4892.398438
	Iteration 52Q: 3 clusters Score -2672868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2672879.750000 Penalty: 4892.398438
	Iteration 53Q: 3 clusters Score -2672880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -2672881.750000 Penalty: 4892.398438
	Iteration 54Q: 3 clusters Score -2672882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2672890.500000 Penalty: 4892.398438
	Iteration 55Q: 3 clusters Score -2672890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2672888.750000 Penalty: 4892.398438
	Iteration 56Q: 3 clusters Score -2672889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2672900.750000 Penalty: 4892.398438
	Iteration 57Q: 3 clusters Score -2672901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2672901.500000 Penalty: 4892.398438
	Iteration 58Q: 3 clusters Score -2672902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2672905.000000 Penalty: 4892.398438
	Iteration 59Q: 3 clusters Score -2672905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -2672909.500000 Penalty: 4892.398438
	Iteration 60F: 3 clusters Score -2672910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2672910.000000 Penalty: 4892.398438
	Iteration 61Q: 3 clusters Score -2672910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2672919.000000 Penalty: 4892.398438
	Iteration 62Q: 3 clusters Score -2672919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2672909.750000 Penalty: 4892.398438
	Iteration 63Q: 3 clusters Score -2672910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2672917.750000 Penalty: 4892.398438
	Iteration 64Q: 3 clusters Score -2672918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2672918.000000 Penalty: 4892.398438
	Iteration 65Q: 3 clusters Score -2672918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -2672920.500000 Penalty: 4892.398438
	Iteration 66Q: 3 clusters Score -2672920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2672920.500000 Penalty: 4892.398438
	Iteration 67Q: 3 clusters Score -2672920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2672920.500000 Penalty: 4892.398438
	Iteration 68F: 3 clusters Score -2672920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35410 members 
Mstep: Class 4 contains 40132 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27361 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3134 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16395 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6055 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 58030 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168109 members 
Mstep: Class 19 contains 6020 members 
Mstep: Class 20 contains 29274 members 
Mstep: Class 21 contains 257815 members 
Mstep: Class 22 contains 13859 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49090 members 
Mstep: Class 25 contains 119865 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8715 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252168.000000 Penalty: 102059.687500
Iteration 319Q: 31 clusters Score -1.222522e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35451 members 
Mstep: Class 4 contains 40138 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27364 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3128 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16393 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6054 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 57962 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168120 members 
Mstep: Class 19 contains 5975 members 
Mstep: Class 20 contains 29279 members 
Mstep: Class 21 contains 257980 members 
Mstep: Class 22 contains 13861 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49093 members 
Mstep: Class 25 contains 119683 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8711 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252368.000000 Penalty: 102059.687500
Iteration 320F: 31 clusters Score -1.222524e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35503 members 
Mstep: Class 4 contains 40146 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27367 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3124 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16390 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6054 members 
Mstep: Class 15 contains 7543 members 
Mstep: Class 16 contains 57882 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168145 members 
Mstep: Class 19 contains 5934 members 
Mstep: Class 20 contains 29281 members 
Mstep: Class 21 contains 258135 members 
Mstep: Class 22 contains 13865 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49095 members 
Mstep: Class 25 contains 119501 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8710 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252240.000000 Penalty: 102059.687500
Iteration 321Q: 31 clusters Score -1.222522e+08 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35566 members 
Mstep: Class 4 contains 40159 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27369 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3121 members 
Mstep: Class 10 contains 1231 members 
Mstep: Class 11 contains 16387 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6054 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 57805 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168167 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 29279 members 
Mstep: Class 21 contains 258292 members 
Mstep: Class 22 contains 13866 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49095 members 
Mstep: Class 25 contains 119325 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8707 members 
Mstep: Class 28 contains 28285 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252168.000000 Penalty: 102059.687500
Iteration 322Q: 31 clusters Score -1.222522e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35632 members 
Mstep: Class 4 contains 40169 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27377 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3117 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16384 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6054 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 57725 members 
Mstep: Class 17 contains 408 members 
Mstep: Class 18 contains 168188 members 
Mstep: Class 19 contains 5895 members 
Mstep: Class 20 contains 29282 members 
Mstep: Class 21 contains 258446 members 
Mstep: Class 22 contains 13867 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49093 members 
Mstep: Class 25 contains 119136 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8700 members 
Mstep: Class 28 contains 28286 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19422 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 323Q: 31 clusters Score -1.222522e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35695 members 
Mstep: Class 4 contains 40177 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27381 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16382 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6054 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 57660 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168210 members 
Mstep: Class 19 contains 5872 members 
Mstep: Class 20 contains 29283 members 
Mstep: Class 21 contains 258589 members 
Mstep: Class 22 contains 13869 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49092 members 
Mstep: Class 25 contains 118959 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8695 members 
Mstep: Class 28 contains 28290 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19454 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 324Q: 31 clusters Score -1.222521e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35749 members 
Mstep: Class 4 contains 40184 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27381 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3109 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16381 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6056 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 57593 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168246 members 
Mstep: Class 19 contains 5851 members 
Mstep: Class 20 contains 29284 members 
Mstep: Class 21 contains 258726 members 
Mstep: Class 22 contains 13875 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49092 members 
Mstep: Class 25 contains 118780 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8692 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122252000.000000 Penalty: 102059.687500
Iteration 325Q: 31 clusters Score -1.22252e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35811 members 
Mstep: Class 4 contains 40192 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27382 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3105 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16380 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6057 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 57531 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168274 members 
Mstep: Class 19 contains 5826 members 
Mstep: Class 20 contains 29285 members 
Mstep: Class 21 contains 258850 members 
Mstep: Class 22 contains 13881 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49093 members 
Mstep: Class 25 contains 118620 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8690 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122251920.000000 Penalty: 102059.687500
Iteration 326Q: 31 clusters Score -1.222519e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35875 members 
Mstep: Class 4 contains 40203 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27382 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2983 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16379 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6058 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 57463 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168320 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 29285 members 
Mstep: Class 21 contains 258933 members 
Mstep: Class 22 contains 13887 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49091 members 
Mstep: Class 25 contains 118473 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8689 members 
Mstep: Class 28 contains 28290 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122251984.000000 Penalty: 102059.687500
Iteration 327Q: 31 clusters Score -1.22252e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35929 members 
Mstep: Class 4 contains 40213 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27384 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 3101 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16380 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 57387 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168334 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 29286 members 
Mstep: Class 21 contains 259045 members 
Mstep: Class 22 contains 13891 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49091 members 
Mstep: Class 25 contains 118333 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8689 members 
Mstep: Class 28 contains 28291 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122251856.000000 Penalty: 102059.687500
Iteration 328Q: 31 clusters Score -1.222519e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 35978 members 
Mstep: Class 4 contains 40228 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27383 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 3101 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16379 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6059 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 57330 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168353 members 
Mstep: Class 19 contains 5790 members 
Mstep: Class 20 contains 29286 members 
Mstep: Class 21 contains 259126 members 
Mstep: Class 22 contains 13895 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49091 members 
Mstep: Class 25 contains 118202 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8689 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122251672.000000 Penalty: 102059.687500
Iteration 329Q: 31 clusters Score -1.222517e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 36040 members 
Mstep: Class 4 contains 40240 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27383 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16377 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 57282 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168367 members 
Mstep: Class 19 contains 5777 members 
Mstep: Class 20 contains 29288 members 
Mstep: Class 21 contains 259232 members 
Mstep: Class 22 contains 13904 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 118042 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8688 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122251696.000000 Penalty: 102059.687500
Iteration 330Q: 31 clusters Score -1.222517e+08 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 36106 members 
Mstep: Class 4 contains 40254 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27385 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16375 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 57224 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168377 members 
Mstep: Class 19 contains 5764 members 
Mstep: Class 20 contains 29290 members 
Mstep: Class 21 contains 259343 members 
Mstep: Class 22 contains 13913 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49090 members 
Mstep: Class 25 contains 117880 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8686 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122251504.000000 Penalty: 102059.687500
Iteration 331Q: 31 clusters Score -1.222515e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 36154 members 
Mstep: Class 4 contains 40263 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27385 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16373 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 57178 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168400 members 
Mstep: Class 19 contains 5743 members 
Mstep: Class 20 contains 29290 members 
Mstep: Class 21 contains 259450 members 
Mstep: Class 22 contains 13917 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49090 members 
Mstep: Class 25 contains 117735 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8683 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122251408.000000 Penalty: 102059.687500
Iteration 332Q: 31 clusters Score -1.222514e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 36200 members 
Mstep: Class 4 contains 40275 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27388 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 3103 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16369 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 57124 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168414 members 
Mstep: Class 19 contains 5723 members 
Mstep: Class 20 contains 29293 members 
Mstep: Class 21 contains 259567 members 
Mstep: Class 22 contains 13926 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49090 members 
Mstep: Class 25 contains 117593 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8683 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19682 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 333Q: 31 clusters Score -1.222512e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 36247 members 
Mstep: Class 4 contains 40283 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27388 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 3102 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 57053 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168430 members 
Mstep: Class 19 contains 5704 members 
Mstep: Class 20 contains 29294 members 
Mstep: Class 21 contains 259697 members 
Mstep: Class 22 contains 13932 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49092 members 
Mstep: Class 25 contains 117457 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8682 members 
Mstep: Class 28 contains 28291 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19701 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 334Q: 31 clusters Score -1.222511e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 36300 members 
Mstep: Class 4 contains 40296 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27390 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 3100 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 56997 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168456 members 
Mstep: Class 19 contains 5696 members 
Mstep: Class 20 contains 29292 members 
Mstep: Class 21 contains 259799 members 
Mstep: Class 22 contains 13933 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49092 members 
Mstep: Class 25 contains 117314 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8679 members 
Mstep: Class 28 contains 28290 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122251040.000000 Penalty: 102059.687500
Iteration 335Q: 31 clusters Score -1.22251e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 36360 members 
Mstep: Class 4 contains 40308 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27393 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 3097 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16370 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 56946 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168484 members 
Mstep: Class 19 contains 5679 members 
Mstep: Class 20 contains 29294 members 
Mstep: Class 21 contains 259893 members 
Mstep: Class 22 contains 13938 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49090 members 
Mstep: Class 25 contains 117169 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8678 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19735 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 336Q: 31 clusters Score -1.22251e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 480 members 
Mstep: Class 3 contains 36402 members 
Mstep: Class 4 contains 40312 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27390 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 3094 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6060 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 16 contains 56912 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168495 members 
Mstep: Class 19 contains 5664 members 
Mstep: Class 20 contains 29294 members 
Mstep: Class 21 contains 260010 members 
Mstep: Class 22 contains 13941 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49090 members 
Mstep: Class 25 contains 117033 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8679 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19749 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 337Q: 31 clusters Score -1.222511e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36442 members 
Mstep: Class 4 contains 40314 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27389 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 3094 members 
Mstep: Class 10 contains 1232 members 
Mstep: Class 11 contains 16373 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 56876 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168506 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 29293 members 
Mstep: Class 21 contains 260127 members 
Mstep: Class 22 contains 13939 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49090 members 
Mstep: Class 25 contains 116907 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8679 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19755 members 
Entering Unmasked Estep 
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Iteration 338Q: 31 clusters Score -1.222511e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36483 members 
Mstep: Class 4 contains 40322 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27386 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 3093 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16374 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 56831 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168526 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 29292 members 
Mstep: Class 21 contains 260253 members 
Mstep: Class 22 contains 13936 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49090 members 
Mstep: Class 25 contains 116772 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8679 members 
Mstep: Class 28 contains 28291 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19760 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 339Q: 31 clusters Score -1.22251e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36510 members 
Mstep: Class 4 contains 40329 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27385 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 3091 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16374 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 56796 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168553 members 
Mstep: Class 19 contains 5619 members 
Mstep: Class 20 contains 29291 members 
Mstep: Class 21 contains 260371 members 
Mstep: Class 22 contains 13939 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49090 members 
Mstep: Class 25 contains 116645 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8679 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122251056.000000 Penalty: 102059.687500
Iteration 340F: 31 clusters Score -1.222511e+08 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36538 members 
Mstep: Class 4 contains 40340 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27383 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 3090 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16374 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6061 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 56768 members 
Mstep: Class 17 contains 407 members 
Mstep: Class 18 contains 168568 members 
Mstep: Class 19 contains 5586 members 
Mstep: Class 20 contains 29292 members 
Mstep: Class 21 contains 260492 members 
Mstep: Class 22 contains 13940 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49090 members 
Mstep: Class 25 contains 116529 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8679 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19765 members 
Entering Unmasked Estep 
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Iteration 341Q: 31 clusters Score -1.22251e+08 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36580 members 
Mstep: Class 4 contains 40346 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27383 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 3089 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16375 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6063 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 56740 members 
Mstep: Class 17 contains 406 members 
Mstep: Class 18 contains 168593 members 
Mstep: Class 19 contains 5551 members 
Mstep: Class 20 contains 29294 members 
Mstep: Class 21 contains 260593 members 
Mstep: Class 22 contains 13939 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 116416 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8677 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250968.000000 Penalty: 102059.687500
Iteration 342Q: 31 clusters Score -1.22251e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36632 members 
Mstep: Class 4 contains 40351 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27382 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16375 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6064 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 16 contains 56701 members 
Mstep: Class 17 contains 405 members 
Mstep: Class 18 contains 168616 members 
Mstep: Class 19 contains 5521 members 
Mstep: Class 20 contains 29294 members 
Mstep: Class 21 contains 260698 members 
Mstep: Class 22 contains 13933 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 116308 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8676 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250904.000000 Penalty: 102059.687500
Iteration 343Q: 31 clusters Score -1.222509e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36676 members 
Mstep: Class 4 contains 40358 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27379 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 3087 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16378 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 56658 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168637 members 
Mstep: Class 19 contains 5491 members 
Mstep: Class 20 contains 29294 members 
Mstep: Class 21 contains 260785 members 
Mstep: Class 22 contains 13935 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 116217 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8673 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250904.000000 Penalty: 102059.687500
Iteration 344Q: 31 clusters Score -1.222509e+08 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36713 members 
Mstep: Class 4 contains 40362 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27380 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2977 members 
Mstep: Class 9 contains 3086 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16379 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 56613 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168657 members 
Mstep: Class 19 contains 5460 members 
Mstep: Class 20 contains 29295 members 
Mstep: Class 21 contains 260918 members 
Mstep: Class 22 contains 13940 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 116089 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8672 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250840.000000 Penalty: 102059.687500
Iteration 345Q: 31 clusters Score -1.222508e+08 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36761 members 
Mstep: Class 4 contains 40370 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27382 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 3080 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16378 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 56566 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168681 members 
Mstep: Class 19 contains 5428 members 
Mstep: Class 20 contains 29294 members 
Mstep: Class 21 contains 261005 members 
Mstep: Class 22 contains 13948 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 115994 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8669 members 
Mstep: Class 28 contains 28291 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250720.000000 Penalty: 102059.687500
Iteration 346Q: 31 clusters Score -1.222507e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36789 members 
Mstep: Class 4 contains 40382 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27382 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 3076 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16379 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 56526 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168705 members 
Mstep: Class 19 contains 5399 members 
Mstep: Class 20 contains 29292 members 
Mstep: Class 21 contains 261079 members 
Mstep: Class 22 contains 13952 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 115917 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8667 members 
Mstep: Class 28 contains 28290 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250712.000000 Penalty: 102059.687500
Iteration 347Q: 31 clusters Score -1.222507e+08 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36822 members 
Mstep: Class 4 contains 40388 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27381 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 3074 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16379 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 56484 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168724 members 
Mstep: Class 19 contains 5379 members 
Mstep: Class 20 contains 29292 members 
Mstep: Class 21 contains 261171 members 
Mstep: Class 22 contains 13951 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49088 members 
Mstep: Class 25 contains 115830 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8664 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250880.000000 Penalty: 102059.687500
Iteration 348Q: 31 clusters Score -1.222509e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36853 members 
Mstep: Class 4 contains 40399 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27384 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 3069 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16379 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6065 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 56439 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168745 members 
Mstep: Class 19 contains 5358 members 
Mstep: Class 20 contains 29295 members 
Mstep: Class 21 contains 261230 members 
Mstep: Class 22 contains 13958 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 115765 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8662 members 
Mstep: Class 28 contains 28294 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250760.000000 Penalty: 102059.687500
Iteration 349Q: 31 clusters Score -1.222508e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36891 members 
Mstep: Class 4 contains 40400 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27385 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 3065 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16379 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 56395 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168772 members 
Mstep: Class 19 contains 5341 members 
Mstep: Class 20 contains 29296 members 
Mstep: Class 21 contains 261285 members 
Mstep: Class 22 contains 13964 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 115698 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8659 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250872.000000 Penalty: 102059.687500
Iteration 350Q: 31 clusters Score -1.222509e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36940 members 
Mstep: Class 4 contains 40405 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27388 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 3062 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16379 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 56343 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168792 members 
Mstep: Class 19 contains 5322 members 
Mstep: Class 20 contains 29296 members 
Mstep: Class 21 contains 261351 members 
Mstep: Class 22 contains 13968 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 115623 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8658 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250800.000000 Penalty: 102059.687500
Iteration 351Q: 31 clusters Score -1.222508e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 36980 members 
Mstep: Class 4 contains 40404 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27391 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 3058 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16379 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 56295 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168808 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 29296 members 
Mstep: Class 21 contains 261411 members 
Mstep: Class 22 contains 13973 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49088 members 
Mstep: Class 25 contains 115577 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8658 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250704.000000 Penalty: 102059.687500
Iteration 352Q: 31 clusters Score -1.222507e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37027 members 
Mstep: Class 4 contains 40406 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27389 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 3055 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16379 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 56248 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168821 members 
Mstep: Class 19 contains 5273 members 
Mstep: Class 20 contains 29296 members 
Mstep: Class 21 contains 261482 members 
Mstep: Class 22 contains 13979 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 115513 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8658 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250560.000000 Penalty: 102059.687500
Iteration 353Q: 31 clusters Score -1.222506e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37063 members 
Mstep: Class 4 contains 40406 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27389 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2983 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16378 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 56213 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168826 members 
Mstep: Class 19 contains 5253 members 
Mstep: Class 20 contains 29297 members 
Mstep: Class 21 contains 261572 members 
Mstep: Class 22 contains 13983 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 115433 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8657 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250480.000000 Penalty: 102059.687500
Iteration 354Q: 31 clusters Score -1.222505e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37090 members 
Mstep: Class 4 contains 40412 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27391 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2983 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16377 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 56160 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168831 members 
Mstep: Class 19 contains 5229 members 
Mstep: Class 20 contains 29297 members 
Mstep: Class 21 contains 261673 members 
Mstep: Class 22 contains 13988 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 115359 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8655 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250368.000000 Penalty: 102059.687500
Iteration 355Q: 31 clusters Score -1.222504e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37124 members 
Mstep: Class 4 contains 40428 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27394 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2983 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16376 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 56101 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168840 members 
Mstep: Class 19 contains 5217 members 
Mstep: Class 20 contains 29299 members 
Mstep: Class 21 contains 261753 members 
Mstep: Class 22 contains 13993 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 115274 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8654 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250120.000000 Penalty: 102059.687500
Iteration 356Q: 31 clusters Score -1.222501e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37161 members 
Mstep: Class 4 contains 40445 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27394 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2983 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16376 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 56049 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168848 members 
Mstep: Class 19 contains 5198 members 
Mstep: Class 20 contains 29299 members 
Mstep: Class 21 contains 261820 members 
Mstep: Class 22 contains 13993 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 115210 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8652 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250152.000000 Penalty: 102059.687500
Iteration 357Q: 31 clusters Score -1.222502e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37200 members 
Mstep: Class 4 contains 40455 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27392 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16377 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 55991 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168870 members 
Mstep: Class 19 contains 5180 members 
Mstep: Class 20 contains 29298 members 
Mstep: Class 21 contains 261881 members 
Mstep: Class 22 contains 14000 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 115137 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8648 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250232.000000 Penalty: 102059.687500
Iteration 358Q: 31 clusters Score -1.222502e+08 nChanged 323
Entering ConstructFrom: 
Score: -122250232.000000 Penalty: 102059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -24645.960938 Penalty: 1328.433472
	Iteration 0F: 2 clusters Score -24645.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23559.158203 Penalty: 2656.866943
	Iteration 0F: 3 clusters Score -23559.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -23732.488281 Penalty: 2656.866943
	Iteration 1F: 3 clusters Score -23732.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23791.332031 Penalty: 2656.866943
	Iteration 2Q: 3 clusters Score -23791.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23817.392578 Penalty: 2656.866943
	Iteration 3Q: 3 clusters Score -23817.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -23817.392578 Penalty: 2656.866943
	Iteration 4F: 3 clusters Score -23817.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -63715.867188 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -63715.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -62250.531250 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -62250.53 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -62414.933594 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -62414.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62454.718750 Penalty: 3061.163330
	Iteration 2Q: 3 clusters Score -62454.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -62477.800781 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -62477.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62489.113281 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -62489.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -62495.773438 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -62495.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62504.988281 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -62504.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62506.410156 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -62506.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62509.980469 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -62509.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -62509.980469 Penalty: 3061.163330
	Iteration 9F: 3 clusters Score -62509.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (37244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Entering Unmasked Estep 
Score: -5201062.500000 Penalty: 2610.260986
	Iteration 0F: 2 clusters Score -5201062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -5175802.500000 Penalty: 5220.521973
	Iteration 0F: 3 clusters Score -5175802 nChanged 16747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -5184977.000000 Penalty: 5220.521973
	Iteration 1F: 3 clusters Score -5184977 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -5185472.000000 Penalty: 5220.521973
	Iteration 2Q: 3 clusters Score -5185472 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -5186011.500000 Penalty: 5220.521973
	Iteration 3Q: 3 clusters Score -5186012 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -5186667.000000 Penalty: 5220.521973
	Iteration 4Q: 3 clusters Score -5186667 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -5187621.500000 Penalty: 5220.521973
	Iteration 5F: 3 clusters Score -5187622 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -5189161.500000 Penalty: 5220.521973
	Iteration 6F: 3 clusters Score -5189162 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -5191528.500000 Penalty: 5220.521973
	Iteration 7F: 3 clusters Score -5191528 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -5194404.500000 Penalty: 5220.521973
	Iteration 8F: 3 clusters Score -5194404 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5196739.500000 Penalty: 5220.521973
	Iteration 9F: 3 clusters Score -5196740 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -5197883.000000 Penalty: 5220.521973
	Iteration 10Q: 3 clusters Score -5197883 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5198330.500000 Penalty: 5220.521973
	Iteration 11Q: 3 clusters Score -5198330 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5198495.500000 Penalty: 5220.521973
	Iteration 12Q: 3 clusters Score -5198496 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5198596.500000 Penalty: 5220.521973
	Iteration 13Q: 3 clusters Score -5198596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5198637.500000 Penalty: 5220.521973
	Iteration 14Q: 3 clusters Score -5198638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5198660.500000 Penalty: 5220.521973
	Iteration 15Q: 3 clusters Score -5198660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5198670.000000 Penalty: 5220.521973
	Iteration 16Q: 3 clusters Score -5198670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5198685.000000 Penalty: 5220.521973
	Iteration 17Q: 3 clusters Score -5198685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5198696.500000 Penalty: 5220.521973
	Iteration 18Q: 3 clusters Score -5198696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -5198712.500000 Penalty: 5220.521973
	Iteration 19Q: 3 clusters Score -5198712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5198719.000000 Penalty: 5220.521973
	Iteration 20F: 3 clusters Score -5198719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5198723.500000 Penalty: 5220.521973
	Iteration 21Q: 3 clusters Score -5198724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -5198734.500000 Penalty: 5220.521973
	Iteration 22Q: 3 clusters Score -5198734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5198734.500000 Penalty: 5220.521973
	Iteration 23Q: 3 clusters Score -5198734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5198737.500000 Penalty: 5220.521973
	Iteration 24Q: 3 clusters Score -5198738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5198738.500000 Penalty: 5220.521973
	Iteration 25Q: 3 clusters Score -5198738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5198738.500000 Penalty: 5220.521973
	Iteration 26F: 3 clusters Score -5198738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Entering Unmasked Estep 
Score: -5642481.500000 Penalty: 2630.843994
	Iteration 0F: 2 clusters Score -5642482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -5614895.500000 Penalty: 5261.687988
	Iteration 0F: 3 clusters Score -5614896 nChanged 18566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -5625120.500000 Penalty: 5261.687988
	Iteration 1F: 3 clusters Score -5625120 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -5625555.000000 Penalty: 5261.687988
	Iteration 2Q: 3 clusters Score -5625555 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -5625889.500000 Penalty: 5261.687988
	Iteration 3Q: 3 clusters Score -5625890 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -5626240.000000 Penalty: 5261.687988
	Iteration 4Q: 3 clusters Score -5626240 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -5626495.500000 Penalty: 5261.687988
	Iteration 5Q: 3 clusters Score -5626496 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -5626807.000000 Penalty: 5261.687988
	Iteration 6Q: 3 clusters Score -5626807 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -5627090.000000 Penalty: 5261.687988
	Iteration 7Q: 3 clusters Score -5627090 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -5627390.500000 Penalty: 5261.687988
	Iteration 8Q: 3 clusters Score -5627390 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -5627813.000000 Penalty: 5261.687988
	Iteration 9Q: 3 clusters Score -5627813 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -5628354.000000 Penalty: 5261.687988
	Iteration 10Q: 3 clusters Score -5628354 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -5629116.500000 Penalty: 5261.687988
	Iteration 11Q: 3 clusters Score -5629116 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -5630212.000000 Penalty: 5261.687988
	Iteration 12Q: 3 clusters Score -5630212 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -5631708.000000 Penalty: 5261.687988
	Iteration 13F: 3 clusters Score -5631708 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -5633433.000000 Penalty: 5261.687988
	Iteration 14F: 3 clusters Score -5633433 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -5635282.000000 Penalty: 5261.687988
	Iteration 15F: 3 clusters Score -5635282 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -5636861.000000 Penalty: 5261.687988
	Iteration 16Q: 3 clusters Score -5636861 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -5638010.500000 Penalty: 5261.687988
	Iteration 17Q: 3 clusters Score -5638010 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -5638755.500000 Penalty: 5261.687988
	Iteration 18Q: 3 clusters Score -5638756 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -5639266.000000 Penalty: 5261.687988
	Iteration 19Q: 3 clusters Score -5639266 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5639608.500000 Penalty: 5261.687988
	Iteration 20F: 3 clusters Score -5639608 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -5639842.000000 Penalty: 5261.687988
	Iteration 21Q: 3 clusters Score -5639842 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5639980.500000 Penalty: 5261.687988
	Iteration 22Q: 3 clusters Score -5639980 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5640086.500000 Penalty: 5261.687988
	Iteration 23Q: 3 clusters Score -5640086 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5640159.500000 Penalty: 5261.687988
	Iteration 24Q: 3 clusters Score -5640160 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5640196.500000 Penalty: 5261.687988
	Iteration 25Q: 3 clusters Score -5640196 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5640237.000000 Penalty: 5261.687988
	Iteration 26Q: 3 clusters Score -5640237 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5640243.000000 Penalty: 5261.687988
	Iteration 27Q: 3 clusters Score -5640243 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5640269.000000 Penalty: 5261.687988
	Iteration 28Q: 3 clusters Score -5640269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5640273.000000 Penalty: 5261.687988
	Iteration 29Q: 3 clusters Score -5640273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5640281.500000 Penalty: 5261.687988
	Iteration 30Q: 3 clusters Score -5640282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5640295.500000 Penalty: 5261.687988
	Iteration 31Q: 3 clusters Score -5640296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5640288.500000 Penalty: 5261.687988
	Iteration 32Q: 3 clusters Score -5640288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5640303.500000 Penalty: 5261.687988
	Iteration 33Q: 3 clusters Score -5640304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5640310.000000 Penalty: 5261.687988
	Iteration 34Q: 3 clusters Score -5640310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -5640325.000000 Penalty: 5261.687988
	Iteration 35Q: 3 clusters Score -5640325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5640328.000000 Penalty: 5261.687988
	Iteration 36Q: 3 clusters Score -5640328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5640326.000000 Penalty: 5261.687988
	Iteration 37Q: 3 clusters Score -5640326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5640329.000000 Penalty: 5261.687988
	Iteration 38Q: 3 clusters Score -5640329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5640326.500000 Penalty: 5261.687988
	Iteration 39Q: 3 clusters Score -5640326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5640327.500000 Penalty: 5261.687988
	Iteration 40F: 3 clusters Score -5640328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5640327.500000 Penalty: 5261.687988
	Iteration 41Q: 3 clusters Score -5640328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5640329.000000 Penalty: 5261.687988
	Iteration 42Q: 3 clusters Score -5640329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5640334.500000 Penalty: 5261.687988
	Iteration 43Q: 3 clusters Score -5640334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5640337.500000 Penalty: 5261.687988
	Iteration 44Q: 3 clusters Score -5640338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5640342.000000 Penalty: 5261.687988
	Iteration 45Q: 3 clusters Score -5640342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -5640335.000000 Penalty: 5261.687988
	Iteration 46Q: 3 clusters Score -5640335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5640336.000000 Penalty: 5261.687988
	Iteration 47Q: 3 clusters Score -5640336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5640340.500000 Penalty: 5261.687988
	Iteration 48Q: 3 clusters Score -5640340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5640339.000000 Penalty: 5261.687988
	Iteration 49Q: 3 clusters Score -5640339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5640340.000000 Penalty: 5261.687988
	Iteration 50Q: 3 clusters Score -5640340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5640337.000000 Penalty: 5261.687988
	Iteration 51Q: 3 clusters Score -5640337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -5640335.500000 Penalty: 5261.687988
	Iteration 52Q: 3 clusters Score -5640336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5640337.000000 Penalty: 5261.687988
	Iteration 53Q: 3 clusters Score -5640337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5640339.500000 Penalty: 5261.687988
	Iteration 54Q: 3 clusters Score -5640340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39756 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5640339.500000 Penalty: 5261.687988
	Iteration 55F: 3 clusters Score -5640340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -98539.398438 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -98539.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96885.460938 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -96885.46 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -97297.820312 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -97297.82 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -97605.820312 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -97605.82 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -97927.890625 Penalty: 3292.080078
	Iteration 3F: 3 clusters Score -97927.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -98258.609375 Penalty: 3292.080078
	Iteration 4F: 3 clusters Score -98258.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98368.648438 Penalty: 3292.080078
	Iteration 5F: 3 clusters Score -98368.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -98454.671875 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -98454.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -98561.695312 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -98561.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -98600.476562 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -98600.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -98611.484375 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -98611.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -98612.625000 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -98612.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -98618.281250 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -98618.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -98623.226562 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -98623.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -98624.109375 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -98624.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -98624.109375 Penalty: 3292.080078
	Iteration 14F: 3 clusters Score -98624.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37244 members 
Mstep: Class 4 contains 40467 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 27391 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16378 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 55936 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168883 members 
Mstep: Class 19 contains 5160 members 
Mstep: Class 20 contains 29298 members 
Mstep: Class 21 contains 261945 members 
Mstep: Class 22 contains 14000 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 115074 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8647 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19858 members 
Mstep: Class 31 contains 261 members 
Entering Unmasked Estep 
Score: -122248352.000000 Penalty: 105461.679688
Splitting cluster 5 changes total score from -122250232.000000 to -122248352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (27391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27391 members 
Entering Unmasked Estep 
Score: -3435267.250000 Penalty: 2534.056641
	Iteration 0F: 2 clusters Score -3435267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3416581.500000 Penalty: 5068.113281
	Iteration 0F: 3 clusters Score -3416582 nChanged 12102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3423543.750000 Penalty: 5068.113281
	Iteration 1F: 3 clusters Score -3423544 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -3424576.750000 Penalty: 5068.113281
	Iteration 2F: 3 clusters Score -3424577 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3425611.750000 Penalty: 5068.113281
	Iteration 3F: 3 clusters Score -3425612 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -3426596.500000 Penalty: 5068.113281
	Iteration 4F: 3 clusters Score -3426596 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -3427492.000000 Penalty: 5068.113281
	Iteration 5F: 3 clusters Score -3427492 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -3428314.500000 Penalty: 5068.113281
	Iteration 6F: 3 clusters Score -3428314 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3428961.000000 Penalty: 5068.113281
	Iteration 7Q: 3 clusters Score -3428961 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -3429515.250000 Penalty: 5068.113281
	Iteration 8Q: 3 clusters Score -3429515 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -3429988.000000 Penalty: 5068.113281
	Iteration 9Q: 3 clusters Score -3429988 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3430392.250000 Penalty: 5068.113281
	Iteration 10Q: 3 clusters Score -3430392 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -3430767.250000 Penalty: 5068.113281
	Iteration 11Q: 3 clusters Score -3430767 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3431078.500000 Penalty: 5068.113281
	Iteration 12Q: 3 clusters Score -3431078 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -3431299.250000 Penalty: 5068.113281
	Iteration 13Q: 3 clusters Score -3431299 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -3431455.250000 Penalty: 5068.113281
	Iteration 14Q: 3 clusters Score -3431455 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3431608.250000 Penalty: 5068.113281
	Iteration 15Q: 3 clusters Score -3431608 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -3431731.000000 Penalty: 5068.113281
	Iteration 16Q: 3 clusters Score -3431731 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -3431825.000000 Penalty: 5068.113281
	Iteration 17Q: 3 clusters Score -3431825 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -3431910.000000 Penalty: 5068.113281
	Iteration 18Q: 3 clusters Score -3431910 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -3431987.000000 Penalty: 5068.113281
	Iteration 19Q: 3 clusters Score -3431987 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3432085.250000 Penalty: 5068.113281
	Iteration 20F: 3 clusters Score -3432085 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3432203.250000 Penalty: 5068.113281
	Iteration 21Q: 3 clusters Score -3432203 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -3432340.500000 Penalty: 5068.113281
	Iteration 22Q: 3 clusters Score -3432340 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -3432452.000000 Penalty: 5068.113281
	Iteration 23Q: 3 clusters Score -3432452 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -3432560.750000 Penalty: 5068.113281
	Iteration 24Q: 3 clusters Score -3432561 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -3432688.500000 Penalty: 5068.113281
	Iteration 25Q: 3 clusters Score -3432688 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -3432811.750000 Penalty: 5068.113281
	Iteration 26Q: 3 clusters Score -3432812 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -3432918.500000 Penalty: 5068.113281
	Iteration 27Q: 3 clusters Score -3432918 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3433021.250000 Penalty: 5068.113281
	Iteration 28Q: 3 clusters Score -3433021 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -3433116.500000 Penalty: 5068.113281
	Iteration 29Q: 3 clusters Score -3433116 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -3433188.250000 Penalty: 5068.113281
	Iteration 30Q: 3 clusters Score -3433188 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -3433269.750000 Penalty: 5068.113281
	Iteration 31Q: 3 clusters Score -3433270 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3433345.750000 Penalty: 5068.113281
	Iteration 32Q: 3 clusters Score -3433346 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3433414.000000 Penalty: 5068.113281
	Iteration 33Q: 3 clusters Score -3433414 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -3433475.750000 Penalty: 5068.113281
	Iteration 34Q: 3 clusters Score -3433476 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -3433517.000000 Penalty: 5068.113281
	Iteration 35Q: 3 clusters Score -3433517 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -3433542.250000 Penalty: 5068.113281
	Iteration 36Q: 3 clusters Score -3433542 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3433560.250000 Penalty: 5068.113281
	Iteration 37Q: 3 clusters Score -3433560 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3433587.000000 Penalty: 5068.113281
	Iteration 38Q: 3 clusters Score -3433587 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3433616.750000 Penalty: 5068.113281
	Iteration 39Q: 3 clusters Score -3433617 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -3433619.500000 Penalty: 5068.113281
	Iteration 40F: 3 clusters Score -3433620 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -3433641.500000 Penalty: 5068.113281
	Iteration 41Q: 3 clusters Score -3433642 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 25033 members 
Entering Unmasked Estep 
Score: -3433643.000000 Penalty: 5068.113281
	Iteration 42Q: 3 clusters Score -3433643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3433656.000000 Penalty: 5068.113281
	Iteration 43Q: 3 clusters Score -3433656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3433664.500000 Penalty: 5068.113281
	Iteration 44Q: 3 clusters Score -3433664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3433674.750000 Penalty: 5068.113281
	Iteration 45Q: 3 clusters Score -3433675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3433679.250000 Penalty: 5068.113281
	Iteration 46Q: 3 clusters Score -3433679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3433685.750000 Penalty: 5068.113281
	Iteration 47Q: 3 clusters Score -3433686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3433696.250000 Penalty: 5068.113281
	Iteration 48Q: 3 clusters Score -3433696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3433699.750000 Penalty: 5068.113281
	Iteration 49Q: 3 clusters Score -3433700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3433699.250000 Penalty: 5068.113281
	Iteration 50Q: 3 clusters Score -3433699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -3433702.750000 Penalty: 5068.113281
	Iteration 51Q: 3 clusters Score -3433703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -3433711.250000 Penalty: 5068.113281
	Iteration 52Q: 3 clusters Score -3433711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3433712.000000 Penalty: 5068.113281
	Iteration 53Q: 3 clusters Score -3433712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 25285 members 
Entering Unmasked Estep 
Score: -3433709.500000 Penalty: 5068.113281
	Iteration 54Q: 3 clusters Score -3433710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3433712.750000 Penalty: 5068.113281
	Iteration 55Q: 3 clusters Score -3433713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -3433713.000000 Penalty: 5068.113281
	Iteration 56Q: 3 clusters Score -3433713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -3433715.750000 Penalty: 5068.113281
	Iteration 57Q: 3 clusters Score -3433716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -3433723.000000 Penalty: 5068.113281
	Iteration 58Q: 3 clusters Score -3433723 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -3433718.750000 Penalty: 5068.113281
	Iteration 59Q: 3 clusters Score -3433719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -3433723.500000 Penalty: 5068.113281
	Iteration 60F: 3 clusters Score -3433724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Entering Unmasked Estep 
Score: -561364.562500 Penalty: 2077.727051
	Iteration 0F: 2 clusters Score -561364.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -557264.812500 Penalty: 4155.454102
	Iteration 0F: 3 clusters Score -557264.8 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -558204.875000 Penalty: 4155.454102
	Iteration 1F: 3 clusters Score -558204.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -558430.687500 Penalty: 4155.454102
	Iteration 2F: 3 clusters Score -558430.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -558567.375000 Penalty: 4155.454102
	Iteration 3F: 3 clusters Score -558567.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -558674.687500 Penalty: 4155.454102
	Iteration 4Q: 3 clusters Score -558674.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -558787.750000 Penalty: 4155.454102
	Iteration 5Q: 3 clusters Score -558787.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -558881.875000 Penalty: 4155.454102
	Iteration 6Q: 3 clusters Score -558881.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -558977.312500 Penalty: 4155.454102
	Iteration 7Q: 3 clusters Score -558977.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -559051.187500 Penalty: 4155.454102
	Iteration 8Q: 3 clusters Score -559051.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -559107.500000 Penalty: 4155.454102
	Iteration 9Q: 3 clusters Score -559107.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -559158.437500 Penalty: 4155.454102
	Iteration 10Q: 3 clusters Score -559158.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -559228.750000 Penalty: 4155.454102
	Iteration 11Q: 3 clusters Score -559228.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -559305.062500 Penalty: 4155.454102
	Iteration 12Q: 3 clusters Score -559305.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -559391.812500 Penalty: 4155.454102
	Iteration 13Q: 3 clusters Score -559391.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -559514.437500 Penalty: 4155.454102
	Iteration 14Q: 3 clusters Score -559514.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -559642.250000 Penalty: 4155.454102
	Iteration 15Q: 3 clusters Score -559642.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -559767.750000 Penalty: 4155.454102
	Iteration 16Q: 3 clusters Score -559767.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -559860.687500 Penalty: 4155.454102
	Iteration 17Q: 3 clusters Score -559860.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -559931.875000 Penalty: 4155.454102
	Iteration 18Q: 3 clusters Score -559931.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -559984.312500 Penalty: 4155.454102
	Iteration 19Q: 3 clusters Score -559984.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -560019.000000 Penalty: 4155.454102
	Iteration 20F: 3 clusters Score -560019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -560048.250000 Penalty: 4155.454102
	Iteration 21Q: 3 clusters Score -560048.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -560063.062500 Penalty: 4155.454102
	Iteration 22Q: 3 clusters Score -560063.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -560071.437500 Penalty: 4155.454102
	Iteration 23Q: 3 clusters Score -560071.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -560077.937500 Penalty: 4155.454102
	Iteration 24Q: 3 clusters Score -560077.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -560082.875000 Penalty: 4155.454102
	Iteration 25Q: 3 clusters Score -560082.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -560084.812500 Penalty: 4155.454102
	Iteration 26Q: 3 clusters Score -560084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -560086.187500 Penalty: 4155.454102
	Iteration 27Q: 3 clusters Score -560086.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -560087.312500 Penalty: 4155.454102
	Iteration 28Q: 3 clusters Score -560087.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -560087.437500 Penalty: 4155.454102
	Iteration 29Q: 3 clusters Score -560087.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -560087.687500 Penalty: 4155.454102
	Iteration 30Q: 3 clusters Score -560087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -560090.625000 Penalty: 4155.454102
	Iteration 31Q: 3 clusters Score -560090.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -560092.125000 Penalty: 4155.454102
	Iteration 32Q: 3 clusters Score -560092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -560091.812500 Penalty: 4155.454102
	Iteration 33Q: 3 clusters Score -560091.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -560092.187500 Penalty: 4155.454102
	Iteration 34Q: 3 clusters Score -560092.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -560092.937500 Penalty: 4155.454102
	Iteration 35Q: 3 clusters Score -560092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -560092.687500 Penalty: 4155.454102
	Iteration 36Q: 3 clusters Score -560092.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -560092.687500 Penalty: 4155.454102
	Iteration 37F: 3 clusters Score -560092.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Entering Unmasked Estep 
Score: -424498.656250 Penalty: 1984.253052
	Iteration 0F: 2 clusters Score -424498.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -421286.343750 Penalty: 3968.506104
	Iteration 0F: 3 clusters Score -421286.3 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -421920.937500 Penalty: 3968.506104
	Iteration 1F: 3 clusters Score -421920.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -422067.156250 Penalty: 3968.506104
	Iteration 2F: 3 clusters Score -422067.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -422160.843750 Penalty: 3968.506104
	Iteration 3Q: 3 clusters Score -422160.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -422232.156250 Penalty: 3968.506104
	Iteration 4Q: 3 clusters Score -422232.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -422266.531250 Penalty: 3968.506104
	Iteration 5Q: 3 clusters Score -422266.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -422281.875000 Penalty: 3968.506104
	Iteration 6Q: 3 clusters Score -422281.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -422295.250000 Penalty: 3968.506104
	Iteration 7Q: 3 clusters Score -422295.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -422306.812500 Penalty: 3968.506104
	Iteration 8Q: 3 clusters Score -422306.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -422315.125000 Penalty: 3968.506104
	Iteration 9Q: 3 clusters Score -422315.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -422321.062500 Penalty: 3968.506104
	Iteration 10Q: 3 clusters Score -422321.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -422324.406250 Penalty: 3968.506104
	Iteration 11Q: 3 clusters Score -422324.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -422328.312500 Penalty: 3968.506104
	Iteration 12Q: 3 clusters Score -422328.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -422330.250000 Penalty: 3968.506104
	Iteration 13Q: 3 clusters Score -422330.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -422332.906250 Penalty: 3968.506104
	Iteration 14Q: 3 clusters Score -422332.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -422334.687500 Penalty: 3968.506104
	Iteration 15Q: 3 clusters Score -422334.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -422337.468750 Penalty: 3968.506104
	Iteration 16Q: 3 clusters Score -422337.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -422341.468750 Penalty: 3968.506104
	Iteration 17Q: 3 clusters Score -422341.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -422343.875000 Penalty: 3968.506104
	Iteration 18Q: 3 clusters Score -422343.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -422346.968750 Penalty: 3968.506104
	Iteration 19Q: 3 clusters Score -422347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -422347.000000 Penalty: 3968.506104
	Iteration 20F: 3 clusters Score -422347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -422347.906250 Penalty: 3968.506104
	Iteration 21Q: 3 clusters Score -422347.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -422350.625000 Penalty: 3968.506104
	Iteration 22Q: 3 clusters Score -422350.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -422353.437500 Penalty: 3968.506104
	Iteration 23Q: 3 clusters Score -422353.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -422355.062500 Penalty: 3968.506104
	Iteration 24Q: 3 clusters Score -422355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -422356.000000 Penalty: 3968.506104
	Iteration 25Q: 3 clusters Score -422356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -422356.000000 Penalty: 3968.506104
	Iteration 26F: 3 clusters Score -422356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Entering Unmasked Estep 
Score: -393792.593750 Penalty: 1989.840820
	Iteration 0F: 2 clusters Score -393792.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -390534.562500 Penalty: 3979.681641
	Iteration 0F: 3 clusters Score -390534.6 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -391268.781250 Penalty: 3979.681641
	Iteration 1F: 3 clusters Score -391268.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -391495.218750 Penalty: 3979.681641
	Iteration 2F: 3 clusters Score -391495.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -391672.500000 Penalty: 3979.681641
	Iteration 3F: 3 clusters Score -391672.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -391824.968750 Penalty: 3979.681641
	Iteration 4F: 3 clusters Score -391825 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -391975.718750 Penalty: 3979.681641
	Iteration 5F: 3 clusters Score -391975.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -392095.500000 Penalty: 3979.681641
	Iteration 6Q: 3 clusters Score -392095.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -392226.187500 Penalty: 3979.681641
	Iteration 7Q: 3 clusters Score -392226.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -392359.781250 Penalty: 3979.681641
	Iteration 8Q: 3 clusters Score -392359.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -392492.781250 Penalty: 3979.681641
	Iteration 9Q: 3 clusters Score -392492.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -392598.718750 Penalty: 3979.681641
	Iteration 10Q: 3 clusters Score -392598.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -392695.437500 Penalty: 3979.681641
	Iteration 11Q: 3 clusters Score -392695.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -392779.312500 Penalty: 3979.681641
	Iteration 12Q: 3 clusters Score -392779.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -392840.937500 Penalty: 3979.681641
	Iteration 13Q: 3 clusters Score -392840.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -392882.906250 Penalty: 3979.681641
	Iteration 14Q: 3 clusters Score -392882.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -392906.843750 Penalty: 3979.681641
	Iteration 15Q: 3 clusters Score -392906.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -392934.031250 Penalty: 3979.681641
	Iteration 16Q: 3 clusters Score -392934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -392955.812500 Penalty: 3979.681641
	Iteration 17Q: 3 clusters Score -392955.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -392978.062500 Penalty: 3979.681641
	Iteration 18Q: 3 clusters Score -392978.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -392998.093750 Penalty: 3979.681641
	Iteration 19Q: 3 clusters Score -392998.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -393081.468750 Penalty: 3979.681641
	Iteration 20F: 3 clusters Score -393081.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -393149.281250 Penalty: 3979.681641
	Iteration 21Q: 3 clusters Score -393149.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -393184.406250 Penalty: 3979.681641
	Iteration 22Q: 3 clusters Score -393184.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -393209.781250 Penalty: 3979.681641
	Iteration 23Q: 3 clusters Score -393209.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -393225.562500 Penalty: 3979.681641
	Iteration 24Q: 3 clusters Score -393225.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -393238.531250 Penalty: 3979.681641
	Iteration 25Q: 3 clusters Score -393238.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -393245.531250 Penalty: 3979.681641
	Iteration 26Q: 3 clusters Score -393245.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -393248.250000 Penalty: 3979.681641
	Iteration 27Q: 3 clusters Score -393248.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -393249.125000 Penalty: 3979.681641
	Iteration 28Q: 3 clusters Score -393249.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -393250.437500 Penalty: 3979.681641
	Iteration 29Q: 3 clusters Score -393250.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -393250.437500 Penalty: 3979.681641
	Iteration 30F: 3 clusters Score -393250.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -167447.421875 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -167447.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -165389.937500 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -165389.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -165702.859375 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -165702.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -165806.421875 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -165806.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -165852.328125 Penalty: 3530.134033
	Iteration 3Q: 3 clusters Score -165852.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -165885.015625 Penalty: 3530.134033
	Iteration 4Q: 3 clusters Score -165885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -165913.328125 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -165913.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -165938.593750 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -165938.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -165968.093750 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -165968.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -165998.062500 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -165998.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -166023.843750 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -166023.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166039.390625 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -166039.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -166053.171875 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -166053.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -166066.578125 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -166066.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -166081.203125 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -166081.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -166095.375000 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -166095.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -166101.906250 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -166101.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -166109.703125 Penalty: 3530.134033
	Iteration 16Q: 3 clusters Score -166109.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -166114.578125 Penalty: 3530.134033
	Iteration 17Q: 3 clusters Score -166114.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -166122.953125 Penalty: 3530.134033
	Iteration 18Q: 3 clusters Score -166123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -166129.328125 Penalty: 3530.134033
	Iteration 19Q: 3 clusters Score -166129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -166133.640625 Penalty: 3530.134033
	Iteration 20F: 3 clusters Score -166133.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -166137.687500 Penalty: 3530.134033
	Iteration 21Q: 3 clusters Score -166137.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -166140.890625 Penalty: 3530.134033
	Iteration 22Q: 3 clusters Score -166140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -166142.750000 Penalty: 3530.134033
	Iteration 23Q: 3 clusters Score -166142.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -166146.859375 Penalty: 3530.134033
	Iteration 24Q: 3 clusters Score -166146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -166154.593750 Penalty: 3530.134033
	Iteration 25Q: 3 clusters Score -166154.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -166160.359375 Penalty: 3530.134033
	Iteration 26Q: 3 clusters Score -166160.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -166160.875000 Penalty: 3530.134033
	Iteration 27Q: 3 clusters Score -166160.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -166160.875000 Penalty: 3530.134033
	Iteration 28F: 3 clusters Score -166160.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Entering Unmasked Estep 
Score: -2235417.000000 Penalty: 2406.516113
	Iteration 0F: 2 clusters Score -2235417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -2223678.500000 Penalty: 4813.032227
	Iteration 0F: 3 clusters Score -2223678 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2227380.250000 Penalty: 4813.032227
	Iteration 1F: 3 clusters Score -2227380 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2227770.500000 Penalty: 4813.032227
	Iteration 2F: 3 clusters Score -2227770 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2228080.000000 Penalty: 4813.032227
	Iteration 3Q: 3 clusters Score -2228080 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2228345.000000 Penalty: 4813.032227
	Iteration 4Q: 3 clusters Score -2228345 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2228606.750000 Penalty: 4813.032227
	Iteration 5Q: 3 clusters Score -2228607 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -2228901.000000 Penalty: 4813.032227
	Iteration 6Q: 3 clusters Score -2228901 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2229200.250000 Penalty: 4813.032227
	Iteration 7Q: 3 clusters Score -2229200 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -2229463.500000 Penalty: 4813.032227
	Iteration 8Q: 3 clusters Score -2229464 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2229741.500000 Penalty: 4813.032227
	Iteration 9Q: 3 clusters Score -2229742 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2230013.500000 Penalty: 4813.032227
	Iteration 10Q: 3 clusters Score -2230014 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2230276.250000 Penalty: 4813.032227
	Iteration 11Q: 3 clusters Score -2230276 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2230509.750000 Penalty: 4813.032227
	Iteration 12Q: 3 clusters Score -2230510 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2230690.750000 Penalty: 4813.032227
	Iteration 13Q: 3 clusters Score -2230691 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2230854.750000 Penalty: 4813.032227
	Iteration 14Q: 3 clusters Score -2230855 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2231004.000000 Penalty: 4813.032227
	Iteration 15Q: 3 clusters Score -2231004 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2231142.250000 Penalty: 4813.032227
	Iteration 16Q: 3 clusters Score -2231142 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2231276.500000 Penalty: 4813.032227
	Iteration 17Q: 3 clusters Score -2231276 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2231451.250000 Penalty: 4813.032227
	Iteration 18Q: 3 clusters Score -2231451 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2231620.750000 Penalty: 4813.032227
	Iteration 19Q: 3 clusters Score -2231621 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2231813.000000 Penalty: 4813.032227
	Iteration 20F: 3 clusters Score -2231813 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2231998.500000 Penalty: 4813.032227
	Iteration 21Q: 3 clusters Score -2231998 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2232129.500000 Penalty: 4813.032227
	Iteration 22Q: 3 clusters Score -2232130 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2232249.500000 Penalty: 4813.032227
	Iteration 23Q: 3 clusters Score -2232250 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2232343.250000 Penalty: 4813.032227
	Iteration 24Q: 3 clusters Score -2232343 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2232406.750000 Penalty: 4813.032227
	Iteration 25Q: 3 clusters Score -2232407 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2232455.750000 Penalty: 4813.032227
	Iteration 26Q: 3 clusters Score -2232456 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2232489.250000 Penalty: 4813.032227
	Iteration 27Q: 3 clusters Score -2232489 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -2232522.750000 Penalty: 4813.032227
	Iteration 28Q: 3 clusters Score -2232523 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2232559.500000 Penalty: 4813.032227
	Iteration 29Q: 3 clusters Score -2232560 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2232577.000000 Penalty: 4813.032227
	Iteration 30Q: 3 clusters Score -2232577 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2232603.500000 Penalty: 4813.032227
	Iteration 31Q: 3 clusters Score -2232604 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2232613.750000 Penalty: 4813.032227
	Iteration 32Q: 3 clusters Score -2232614 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2232636.250000 Penalty: 4813.032227
	Iteration 33Q: 3 clusters Score -2232636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2232653.750000 Penalty: 4813.032227
	Iteration 34Q: 3 clusters Score -2232654 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2232668.000000 Penalty: 4813.032227
	Iteration 35Q: 3 clusters Score -2232668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -2232675.750000 Penalty: 4813.032227
	Iteration 36Q: 3 clusters Score -2232676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2232685.500000 Penalty: 4813.032227
	Iteration 37Q: 3 clusters Score -2232686 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2232690.250000 Penalty: 4813.032227
	Iteration 38Q: 3 clusters Score -2232690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2232692.500000 Penalty: 4813.032227
	Iteration 39Q: 3 clusters Score -2232692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2232706.250000 Penalty: 4813.032227
	Iteration 40F: 3 clusters Score -2232706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2232718.000000 Penalty: 4813.032227
	Iteration 41Q: 3 clusters Score -2232718 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -2232725.750000 Penalty: 4813.032227
	Iteration 42Q: 3 clusters Score -2232726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2232732.500000 Penalty: 4813.032227
	Iteration 43Q: 3 clusters Score -2232732 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2232732.500000 Penalty: 4813.032227
	Iteration 44Q: 3 clusters Score -2232732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2232739.500000 Penalty: 4813.032227
	Iteration 45Q: 3 clusters Score -2232740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2232746.500000 Penalty: 4813.032227
	Iteration 46Q: 3 clusters Score -2232746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -2232749.250000 Penalty: 4813.032227
	Iteration 47Q: 3 clusters Score -2232749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2232745.500000 Penalty: 4813.032227
	Iteration 48Q: 3 clusters Score -2232746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -2232751.250000 Penalty: 4813.032227
	Iteration 49Q: 3 clusters Score -2232751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -2232758.250000 Penalty: 4813.032227
	Iteration 50Q: 3 clusters Score -2232758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -2232759.500000 Penalty: 4813.032227
	Iteration 51Q: 3 clusters Score -2232760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -2232756.000000 Penalty: 4813.032227
	Iteration 52Q: 3 clusters Score -2232756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -2232758.750000 Penalty: 4813.032227
	Iteration 53Q: 3 clusters Score -2232759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -2232763.000000 Penalty: 4813.032227
	Iteration 54Q: 3 clusters Score -2232763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2232763.250000 Penalty: 4813.032227
	Iteration 55Q: 3 clusters Score -2232763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2232766.250000 Penalty: 4813.032227
	Iteration 56Q: 3 clusters Score -2232766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2232770.250000 Penalty: 4813.032227
	Iteration 57Q: 3 clusters Score -2232770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2232775.250000 Penalty: 4813.032227
	Iteration 58Q: 3 clusters Score -2232775 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -2232774.250000 Penalty: 4813.032227
	Iteration 59Q: 3 clusters Score -2232774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -2232773.750000 Penalty: 4813.032227
	Iteration 60F: 3 clusters Score -2232774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2232777.500000 Penalty: 4813.032227
	Iteration 61Q: 3 clusters Score -2232778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -2232779.750000 Penalty: 4813.032227
	Iteration 62Q: 3 clusters Score -2232780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2232782.000000 Penalty: 4813.032227
	Iteration 63Q: 3 clusters Score -2232782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -2232782.000000 Penalty: 4813.032227
	Iteration 64Q: 3 clusters Score -2232782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -2232783.500000 Penalty: 4813.032227
	Iteration 65Q: 3 clusters Score -2232784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2232787.500000 Penalty: 4813.032227
	Iteration 66Q: 3 clusters Score -2232788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -2232787.000000 Penalty: 4813.032227
	Iteration 67Q: 3 clusters Score -2232787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2232789.750000 Penalty: 4813.032227
	Iteration 68Q: 3 clusters Score -2232790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -2232791.500000 Penalty: 4813.032227
	Iteration 69Q: 3 clusters Score -2232792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2232788.750000 Penalty: 4813.032227
	Iteration 70Q: 3 clusters Score -2232789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2232791.750000 Penalty: 4813.032227
	Iteration 71Q: 3 clusters Score -2232792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2232793.250000 Penalty: 4813.032227
	Iteration 72Q: 3 clusters Score -2232793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -2232791.750000 Penalty: 4813.032227
	Iteration 73Q: 3 clusters Score -2232792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -2232795.500000 Penalty: 4813.032227
	Iteration 74Q: 3 clusters Score -2232796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2232794.750000 Penalty: 4813.032227
	Iteration 75Q: 3 clusters Score -2232795 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2232799.250000 Penalty: 4813.032227
	Iteration 76Q: 3 clusters Score -2232799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -2232804.500000 Penalty: 4813.032227
	Iteration 77Q: 3 clusters Score -2232804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2232800.250000 Penalty: 4813.032227
	Iteration 78Q: 3 clusters Score -2232800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2232805.750000 Penalty: 4813.032227
	Iteration 79Q: 3 clusters Score -2232806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2232806.750000 Penalty: 4813.032227
	Iteration 80F: 3 clusters Score -2232807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2232805.750000 Penalty: 4813.032227
	Iteration 81Q: 3 clusters Score -2232806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2232806.000000 Penalty: 4813.032227
	Iteration 82Q: 3 clusters Score -2232806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2232806.500000 Penalty: 4813.032227
	Iteration 83Q: 3 clusters Score -2232806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 13117 members 
Entering Unmasked Estep 
Score: -2232809.750000 Penalty: 4813.032227
	Iteration 84Q: 3 clusters Score -2232810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2232805.250000 Penalty: 4813.032227
	Iteration 85Q: 3 clusters Score -2232805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2232809.250000 Penalty: 4813.032227
	Iteration 86Q: 3 clusters Score -2232809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2232812.750000 Penalty: 4813.032227
	Iteration 87Q: 3 clusters Score -2232813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2232815.750000 Penalty: 4813.032227
	Iteration 88Q: 3 clusters Score -2232816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2232815.250000 Penalty: 4813.032227
	Iteration 89Q: 3 clusters Score -2232815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2232817.000000 Penalty: 4813.032227
	Iteration 90Q: 3 clusters Score -2232817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -2232816.500000 Penalty: 4813.032227
	Iteration 91Q: 3 clusters Score -2232816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2232816.500000 Penalty: 4813.032227
	Iteration 92Q: 3 clusters Score -2232816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -2232816.500000 Penalty: 4813.032227
	Iteration 93F: 3 clusters Score -2232816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Entering Unmasked Estep 
Score: -58907.492188 Penalty: 1518.921509
	Iteration 0F: 2 clusters Score -58907.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -57572.164062 Penalty: 3037.843018
	Iteration 0F: 3 clusters Score -57572.16 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -57950.292969 Penalty: 3037.843018
	Iteration 1F: 3 clusters Score -57950.29 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -58454.492188 Penalty: 3037.843018
	Iteration 2F: 3 clusters Score -58454.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -58900.660156 Penalty: 3037.843018
	Iteration 3F: 3 clusters Score -58900.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -59036.777344 Penalty: 3037.843018
	Iteration 4Q: 3 clusters Score -59036.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -59101.480469 Penalty: 3037.843018
	Iteration 5Q: 3 clusters Score -59101.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59142.160156 Penalty: 3037.843018
	Iteration 6Q: 3 clusters Score -59142.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59148.074219 Penalty: 3037.843018
	Iteration 7Q: 3 clusters Score -59148.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -59148.074219 Penalty: 3037.843018
	Iteration 8F: 3 clusters Score -59148.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37244 members 
Mstep: Class 4 contains 40467 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27391 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16378 members 
Mstep: Class 12 contains 88 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 55936 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168883 members 
Mstep: Class 19 contains 5160 members 
Mstep: Class 20 contains 29298 members 
Mstep: Class 21 contains 261945 members 
Mstep: Class 22 contains 14000 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 115074 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8647 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19858 members 
Mstep: Class 31 contains 369 members 
Entering Unmasked Estep 
Score: -122248504.000000 Penalty: 105461.679688
Splitting cluster 12 changes total score from -122250232.000000 to -122248504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27452.921875 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27452.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26274.019531 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26274.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26453.003906 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26529.203125 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -26529.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26582.490234 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26582.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26601.312500 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -26601.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26601.312500 Penalty: 2726.595459
	Iteration 5F: 3 clusters Score -26601.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Entering Unmasked Estep 
Score: -817969.125000 Penalty: 2160.274414
	Iteration 0F: 2 clusters Score -817969.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -812767.187500 Penalty: 4320.548828
	Iteration 0F: 3 clusters Score -812767.2 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -814014.125000 Penalty: 4320.548828
	Iteration 1F: 3 clusters Score -814014.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -814241.062500 Penalty: 4320.548828
	Iteration 2F: 3 clusters Score -814241.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -814471.750000 Penalty: 4320.548828
	Iteration 3F: 3 clusters Score -814471.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -814698.375000 Penalty: 4320.548828
	Iteration 4F: 3 clusters Score -814698.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -814879.375000 Penalty: 4320.548828
	Iteration 5Q: 3 clusters Score -814879.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -815041.187500 Penalty: 4320.548828
	Iteration 6Q: 3 clusters Score -815041.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -815215.875000 Penalty: 4320.548828
	Iteration 7Q: 3 clusters Score -815215.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -815431.750000 Penalty: 4320.548828
	Iteration 8Q: 3 clusters Score -815431.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -815674.687500 Penalty: 4320.548828
	Iteration 9F: 3 clusters Score -815674.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -815916.375000 Penalty: 4320.548828
	Iteration 10F: 3 clusters Score -815916.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -816140.500000 Penalty: 4320.548828
	Iteration 11F: 3 clusters Score -816140.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -816350.500000 Penalty: 4320.548828
	Iteration 12Q: 3 clusters Score -816350.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -816494.062500 Penalty: 4320.548828
	Iteration 13Q: 3 clusters Score -816494.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -816602.062500 Penalty: 4320.548828
	Iteration 14Q: 3 clusters Score -816602.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -816666.437500 Penalty: 4320.548828
	Iteration 15Q: 3 clusters Score -816666.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -816717.250000 Penalty: 4320.548828
	Iteration 16Q: 3 clusters Score -816717.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -816755.750000 Penalty: 4320.548828
	Iteration 17Q: 3 clusters Score -816755.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -816781.562500 Penalty: 4320.548828
	Iteration 18Q: 3 clusters Score -816781.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -816806.250000 Penalty: 4320.548828
	Iteration 19Q: 3 clusters Score -816806.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -816828.812500 Penalty: 4320.548828
	Iteration 20F: 3 clusters Score -816828.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -816843.187500 Penalty: 4320.548828
	Iteration 21Q: 3 clusters Score -816843.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -816855.375000 Penalty: 4320.548828
	Iteration 22Q: 3 clusters Score -816855.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -816863.625000 Penalty: 4320.548828
	Iteration 23Q: 3 clusters Score -816863.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -816877.000000 Penalty: 4320.548828
	Iteration 24Q: 3 clusters Score -816877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -816887.062500 Penalty: 4320.548828
	Iteration 25Q: 3 clusters Score -816887.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -816900.125000 Penalty: 4320.548828
	Iteration 26Q: 3 clusters Score -816900.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -816910.875000 Penalty: 4320.548828
	Iteration 27Q: 3 clusters Score -816910.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -816915.062500 Penalty: 4320.548828
	Iteration 28Q: 3 clusters Score -816915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -816915.687500 Penalty: 4320.548828
	Iteration 29Q: 3 clusters Score -816915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -816915.625000 Penalty: 4320.548828
	Iteration 30Q: 3 clusters Score -816915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -816917.125000 Penalty: 4320.548828
	Iteration 31Q: 3 clusters Score -816917.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -816917.937500 Penalty: 4320.548828
	Iteration 32Q: 3 clusters Score -816917.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -816917.937500 Penalty: 4320.548828
	Iteration 33F: 3 clusters Score -816917.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Entering Unmasked Estep 
Score: -1040791.187500 Penalty: 2214.072754
	Iteration 0F: 2 clusters Score -1040791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1034675.500000 Penalty: 4428.145508
	Iteration 0F: 3 clusters Score -1034676 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1036234.125000 Penalty: 4428.145508
	Iteration 1F: 3 clusters Score -1036234 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1036485.187500 Penalty: 4428.145508
	Iteration 2F: 3 clusters Score -1036485 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1036668.812500 Penalty: 4428.145508
	Iteration 3Q: 3 clusters Score -1036669 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1036872.062500 Penalty: 4428.145508
	Iteration 4Q: 3 clusters Score -1036872 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1037116.562500 Penalty: 4428.145508
	Iteration 5F: 3 clusters Score -1037117 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1037430.437500 Penalty: 4428.145508
	Iteration 6F: 3 clusters Score -1037430 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1037859.687500 Penalty: 4428.145508
	Iteration 7F: 3 clusters Score -1037860 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1038386.625000 Penalty: 4428.145508
	Iteration 8F: 3 clusters Score -1038387 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1038853.875000 Penalty: 4428.145508
	Iteration 9F: 3 clusters Score -1038854 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1039297.875000 Penalty: 4428.145508
	Iteration 10F: 3 clusters Score -1039298 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1039649.312500 Penalty: 4428.145508
	Iteration 11Q: 3 clusters Score -1039649 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1039870.000000 Penalty: 4428.145508
	Iteration 12Q: 3 clusters Score -1039870 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1039972.812500 Penalty: 4428.145508
	Iteration 13Q: 3 clusters Score -1039973 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1040017.312500 Penalty: 4428.145508
	Iteration 14Q: 3 clusters Score -1040017 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1040045.500000 Penalty: 4428.145508
	Iteration 15Q: 3 clusters Score -1040046 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1040067.562500 Penalty: 4428.145508
	Iteration 16Q: 3 clusters Score -1040068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1040089.312500 Penalty: 4428.145508
	Iteration 17Q: 3 clusters Score -1040089 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1040099.062500 Penalty: 4428.145508
	Iteration 18Q: 3 clusters Score -1040099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1040105.125000 Penalty: 4428.145508
	Iteration 19Q: 3 clusters Score -1040105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1040109.125000 Penalty: 4428.145508
	Iteration 20F: 3 clusters Score -1040109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1040113.000000 Penalty: 4428.145508
	Iteration 21Q: 3 clusters Score -1040113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1040114.000000 Penalty: 4428.145508
	Iteration 22Q: 3 clusters Score -1040114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1040114.750000 Penalty: 4428.145508
	Iteration 23Q: 3 clusters Score -1040115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1040117.000000 Penalty: 4428.145508
	Iteration 24Q: 3 clusters Score -1040117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1040118.375000 Penalty: 4428.145508
	Iteration 25Q: 3 clusters Score -1040118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1040118.687500 Penalty: 4428.145508
	Iteration 26Q: 3 clusters Score -1040119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1040117.250000 Penalty: 4428.145508
	Iteration 27Q: 3 clusters Score -1040117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1040118.312500 Penalty: 4428.145508
	Iteration 28Q: 3 clusters Score -1040118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1040119.125000 Penalty: 4428.145508
	Iteration 29Q: 3 clusters Score -1040119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1040119.562500 Penalty: 4428.145508
	Iteration 30Q: 3 clusters Score -1040120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1040119.562500 Penalty: 4428.145508
	Iteration 31F: 3 clusters Score -1040120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (55936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Entering Unmasked Estep 
Score: -7408630.000000 Penalty: 2711.126953
	Iteration 0F: 2 clusters Score -7408630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28040 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -7371063.500000 Penalty: 5422.253906
	Iteration 0F: 3 clusters Score -7371064 nChanged 25907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -7386134.000000 Penalty: 5422.253906
	Iteration 1F: 3 clusters Score -7386134 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -7386966.000000 Penalty: 5422.253906
	Iteration 2Q: 3 clusters Score -7386966 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -7387729.000000 Penalty: 5422.253906
	Iteration 3Q: 3 clusters Score -7387729 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -7388696.500000 Penalty: 5422.253906
	Iteration 4Q: 3 clusters Score -7388696 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -7389832.500000 Penalty: 5422.253906
	Iteration 5Q: 3 clusters Score -7389832 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -7391351.000000 Penalty: 5422.253906
	Iteration 6F: 3 clusters Score -7391351 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -7393493.500000 Penalty: 5422.253906
	Iteration 7F: 3 clusters Score -7393494 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -7396071.500000 Penalty: 5422.253906
	Iteration 8F: 3 clusters Score -7396072 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -7398875.000000 Penalty: 5422.253906
	Iteration 9F: 3 clusters Score -7398875 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -7401244.000000 Penalty: 5422.253906
	Iteration 10F: 3 clusters Score -7401244 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -7402918.000000 Penalty: 5422.253906
	Iteration 11Q: 3 clusters Score -7402918 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -7403995.500000 Penalty: 5422.253906
	Iteration 12Q: 3 clusters Score -7403996 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -7404730.500000 Penalty: 5422.253906
	Iteration 13Q: 3 clusters Score -7404730 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7405269.000000 Penalty: 5422.253906
	Iteration 14Q: 3 clusters Score -7405269 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53988 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7405631.000000 Penalty: 5422.253906
	Iteration 15Q: 3 clusters Score -7405631 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -7405869.500000 Penalty: 5422.253906
	Iteration 16Q: 3 clusters Score -7405870 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -7406034.500000 Penalty: 5422.253906
	Iteration 17Q: 3 clusters Score -7406034 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7406172.500000 Penalty: 5422.253906
	Iteration 18Q: 3 clusters Score -7406172 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -7406295.000000 Penalty: 5422.253906
	Iteration 19Q: 3 clusters Score -7406295 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -7406353.000000 Penalty: 5422.253906
	Iteration 20F: 3 clusters Score -7406353 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7406404.000000 Penalty: 5422.253906
	Iteration 21Q: 3 clusters Score -7406404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7406441.000000 Penalty: 5422.253906
	Iteration 22Q: 3 clusters Score -7406441 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55198 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7406465.500000 Penalty: 5422.253906
	Iteration 23Q: 3 clusters Score -7406466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55233 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -7406489.000000 Penalty: 5422.253906
	Iteration 24Q: 3 clusters Score -7406489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55254 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7406505.000000 Penalty: 5422.253906
	Iteration 25Q: 3 clusters Score -7406505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7406508.500000 Penalty: 5422.253906
	Iteration 26Q: 3 clusters Score -7406508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55278 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -7406512.000000 Penalty: 5422.253906
	Iteration 27Q: 3 clusters Score -7406512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7406512.500000 Penalty: 5422.253906
	Iteration 28Q: 3 clusters Score -7406512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55286 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7406529.000000 Penalty: 5422.253906
	Iteration 29Q: 3 clusters Score -7406529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7406538.000000 Penalty: 5422.253906
	Iteration 30Q: 3 clusters Score -7406538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7406553.000000 Penalty: 5422.253906
	Iteration 31Q: 3 clusters Score -7406553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -7406563.000000 Penalty: 5422.253906
	Iteration 32Q: 3 clusters Score -7406563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55302 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7406572.500000 Penalty: 5422.253906
	Iteration 33Q: 3 clusters Score -7406572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55314 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7406581.500000 Penalty: 5422.253906
	Iteration 34Q: 3 clusters Score -7406582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7406576.500000 Penalty: 5422.253906
	Iteration 35Q: 3 clusters Score -7406576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7406582.500000 Penalty: 5422.253906
	Iteration 36Q: 3 clusters Score -7406582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55321 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7406586.000000 Penalty: 5422.253906
	Iteration 37Q: 3 clusters Score -7406586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7406591.000000 Penalty: 5422.253906
	Iteration 38Q: 3 clusters Score -7406591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55316 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -7406596.000000 Penalty: 5422.253906
	Iteration 39Q: 3 clusters Score -7406596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55317 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7406600.000000 Penalty: 5422.253906
	Iteration 40F: 3 clusters Score -7406600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7406593.500000 Penalty: 5422.253906
	Iteration 41Q: 3 clusters Score -7406594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55323 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7406599.000000 Penalty: 5422.253906
	Iteration 42Q: 3 clusters Score -7406599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7406595.500000 Penalty: 5422.253906
	Iteration 43Q: 3 clusters Score -7406596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7406611.500000 Penalty: 5422.253906
	Iteration 44Q: 3 clusters Score -7406612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7406608.500000 Penalty: 5422.253906
	Iteration 45Q: 3 clusters Score -7406608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -7406622.000000 Penalty: 5422.253906
	Iteration 46Q: 3 clusters Score -7406622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7406612.500000 Penalty: 5422.253906
	Iteration 47Q: 3 clusters Score -7406612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55336 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7406612.000000 Penalty: 5422.253906
	Iteration 48Q: 3 clusters Score -7406612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7406621.000000 Penalty: 5422.253906
	Iteration 49Q: 3 clusters Score -7406621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7406615.000000 Penalty: 5422.253906
	Iteration 50Q: 3 clusters Score -7406615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7406615.000000 Penalty: 5422.253906
	Iteration 51F: 3 clusters Score -7406615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -49822.472656 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -49822.47 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 212 members 
Entering Unmasked Estep 
Score: -48424.867188 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -48424.87 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48590.378906 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -48590.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48661.250000 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -48661.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48705.777344 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -48705.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48771.519531 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -48771.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48833.085938 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -48833.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48878.765625 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -48878.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48984.640625 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -48984.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -49020.796875 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -49020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -49049.410156 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -49049.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49064.136719 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -49064.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -49072.121094 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -49072.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -49076.328125 Penalty: 2976.701660
	Iteration 12Q: 3 clusters Score -49076.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -49081.687500 Penalty: 2976.701660
	Iteration 13Q: 3 clusters Score -49081.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49083.617188 Penalty: 2976.701660
	Iteration 14Q: 3 clusters Score -49083.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -49084.140625 Penalty: 2976.701660
	Iteration 15F: 3 clusters Score -49084.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -49091.582031 Penalty: 2976.701660
	Iteration 16Q: 3 clusters Score -49091.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -49097.843750 Penalty: 2976.701660
	Iteration 17Q: 3 clusters Score -49097.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -49097.843750 Penalty: 2976.701660
	Iteration 18F: 3 clusters Score -49097.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (168883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Entering Unmasked Estep 
Score: -23078326.000000 Penalty: 2985.166504
	Iteration 0F: 2 clusters Score -2.307833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84256 members 
Mstep: Class 2 contains 84627 members 
Entering Unmasked Estep 
Score: -22969260.000000 Penalty: 5970.333008
	Iteration 0F: 3 clusters Score -2.296926e+07 nChanged 80811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Mstep: Class 2 contains 85592 members 
Entering Unmasked Estep 
Score: -23016300.000000 Penalty: 5970.333008
	Iteration 1F: 3 clusters Score -2.30163e+07 nChanged 5115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 86493 members 
Entering Unmasked Estep 
Score: -23017656.000000 Penalty: 5970.333008
	Iteration 2Q: 3 clusters Score -2.301766e+07 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80795 members 
Mstep: Class 2 contains 88088 members 
Entering Unmasked Estep 
Score: -23019206.000000 Penalty: 5970.333008
	Iteration 3Q: 3 clusters Score -2.301921e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78259 members 
Mstep: Class 2 contains 90624 members 
Entering Unmasked Estep 
Score: -23021438.000000 Penalty: 5970.333008
	Iteration 4Q: 3 clusters Score -2.302144e+07 nChanged 7517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74318 members 
Mstep: Class 2 contains 94565 members 
Entering Unmasked Estep 
Score: -23024916.000000 Penalty: 5970.333008
	Iteration 5Q: 3 clusters Score -2.302492e+07 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68570 members 
Mstep: Class 2 contains 100313 members 
Entering Unmasked Estep 
Score: -23030270.000000 Penalty: 5970.333008
	Iteration 6F: 3 clusters Score -2.303027e+07 nChanged 11271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 108064 members 
Entering Unmasked Estep 
Score: -23038150.000000 Penalty: 5970.333008
	Iteration 7F: 3 clusters Score -2.303815e+07 nChanged 12309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 116953 members 
Entering Unmasked Estep 
Score: -23047240.000000 Penalty: 5970.333008
	Iteration 8F: 3 clusters Score -2.304724e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 125262 members 
Entering Unmasked Estep 
Score: -23055886.000000 Penalty: 5970.333008
	Iteration 9F: 3 clusters Score -2.305589e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 132235 members 
Entering Unmasked Estep 
Score: -23062288.000000 Penalty: 5970.333008
	Iteration 10F: 3 clusters Score -2.306229e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 137618 members 
Entering Unmasked Estep 
Score: -23067248.000000 Penalty: 5970.333008
	Iteration 11Q: 3 clusters Score -2.306725e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 141744 members 
Entering Unmasked Estep 
Score: -23071254.000000 Penalty: 5970.333008
	Iteration 12Q: 3 clusters Score -2.307125e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 144592 members 
Entering Unmasked Estep 
Score: -23074074.000000 Penalty: 5970.333008
	Iteration 13Q: 3 clusters Score -2.307407e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 146423 members 
Entering Unmasked Estep 
Score: -23075870.000000 Penalty: 5970.333008
	Iteration 14Q: 3 clusters Score -2.307587e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 147680 members 
Entering Unmasked Estep 
Score: -23076844.000000 Penalty: 5970.333008
	Iteration 15Q: 3 clusters Score -2.307684e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 148557 members 
Entering Unmasked Estep 
Score: -23077456.000000 Penalty: 5970.333008
	Iteration 16Q: 3 clusters Score -2.307746e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 149291 members 
Entering Unmasked Estep 
Score: -23077756.000000 Penalty: 5970.333008
	Iteration 17Q: 3 clusters Score -2.307776e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 149879 members 
Entering Unmasked Estep 
Score: -23077888.000000 Penalty: 5970.333008
	Iteration 18Q: 3 clusters Score -2.307789e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 150380 members 
Entering Unmasked Estep 
Score: -23077954.000000 Penalty: 5970.333008
	Iteration 19Q: 3 clusters Score -2.307795e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 150840 members 
Entering Unmasked Estep 
Score: -23078094.000000 Penalty: 5970.333008
	Iteration 20F: 3 clusters Score -2.307809e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 151259 members 
Entering Unmasked Estep 
Score: -23078164.000000 Penalty: 5970.333008
	Iteration 21Q: 3 clusters Score -2.307816e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 151618 members 
Entering Unmasked Estep 
Score: -23078114.000000 Penalty: 5970.333008
	Iteration 22Q: 3 clusters Score -2.307811e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 151945 members 
Entering Unmasked Estep 
Score: -23078106.000000 Penalty: 5970.333008
	Iteration 23Q: 3 clusters Score -2.307811e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 152236 members 
Entering Unmasked Estep 
Score: -23078058.000000 Penalty: 5970.333008
	Iteration 24Q: 3 clusters Score -2.307806e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 152483 members 
Entering Unmasked Estep 
Score: -23078156.000000 Penalty: 5970.333008
	Iteration 25Q: 3 clusters Score -2.307816e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 152720 members 
Entering Unmasked Estep 
Score: -23078208.000000 Penalty: 5970.333008
	Iteration 26Q: 3 clusters Score -2.307821e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 152909 members 
Entering Unmasked Estep 
Score: -23078182.000000 Penalty: 5970.333008
	Iteration 27Q: 3 clusters Score -2.307818e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 153087 members 
Entering Unmasked Estep 
Score: -23078172.000000 Penalty: 5970.333008
	Iteration 28Q: 3 clusters Score -2.307817e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 153254 members 
Entering Unmasked Estep 
Score: -23078128.000000 Penalty: 5970.333008
	Iteration 29Q: 3 clusters Score -2.307813e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 153421 members 
Entering Unmasked Estep 
Score: -23078100.000000 Penalty: 5970.333008
	Iteration 30Q: 3 clusters Score -2.30781e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 153572 members 
Entering Unmasked Estep 
Score: -23078060.000000 Penalty: 5970.333008
	Iteration 31Q: 3 clusters Score -2.307806e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 153714 members 
Entering Unmasked Estep 
Score: -23078042.000000 Penalty: 5970.333008
	Iteration 32Q: 3 clusters Score -2.307804e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 153845 members 
Entering Unmasked Estep 
Score: -23078032.000000 Penalty: 5970.333008
	Iteration 33Q: 3 clusters Score -2.307803e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 153980 members 
Entering Unmasked Estep 
Score: -23078006.000000 Penalty: 5970.333008
	Iteration 34Q: 3 clusters Score -2.307801e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 154105 members 
Entering Unmasked Estep 
Score: -23078008.000000 Penalty: 5970.333008
	Iteration 35Q: 3 clusters Score -2.307801e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 154196 members 
Entering Unmasked Estep 
Score: -23078002.000000 Penalty: 5970.333008
	Iteration 36Q: 3 clusters Score -2.3078e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 154292 members 
Entering Unmasked Estep 
Score: -23077970.000000 Penalty: 5970.333008
	Iteration 37Q: 3 clusters Score -2.307797e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 154378 members 
Entering Unmasked Estep 
Score: -23077986.000000 Penalty: 5970.333008
	Iteration 38Q: 3 clusters Score -2.307799e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 154460 members 
Entering Unmasked Estep 
Score: -23078006.000000 Penalty: 5970.333008
	Iteration 39Q: 3 clusters Score -2.307801e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 154551 members 
Entering Unmasked Estep 
Score: -23077930.000000 Penalty: 5970.333008
	Iteration 40F: 3 clusters Score -2.307793e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 154643 members 
Entering Unmasked Estep 
Score: -23077946.000000 Penalty: 5970.333008
	Iteration 41Q: 3 clusters Score -2.307795e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 154725 members 
Entering Unmasked Estep 
Score: -23077938.000000 Penalty: 5970.333008
	Iteration 42Q: 3 clusters Score -2.307794e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 154803 members 
Entering Unmasked Estep 
Score: -23077970.000000 Penalty: 5970.333008
	Iteration 43Q: 3 clusters Score -2.307797e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 154891 members 
Entering Unmasked Estep 
Score: -23077942.000000 Penalty: 5970.333008
	Iteration 44Q: 3 clusters Score -2.307794e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 154978 members 
Entering Unmasked Estep 
Score: -23077932.000000 Penalty: 5970.333008
	Iteration 45Q: 3 clusters Score -2.307793e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 155053 members 
Entering Unmasked Estep 
Score: -23077908.000000 Penalty: 5970.333008
	Iteration 46Q: 3 clusters Score -2.307791e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 155119 members 
Entering Unmasked Estep 
Score: -23077930.000000 Penalty: 5970.333008
	Iteration 47Q: 3 clusters Score -2.307793e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 155191 members 
Entering Unmasked Estep 
Score: -23077922.000000 Penalty: 5970.333008
	Iteration 48Q: 3 clusters Score -2.307792e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 155267 members 
Entering Unmasked Estep 
Score: -23077926.000000 Penalty: 5970.333008
	Iteration 49Q: 3 clusters Score -2.307793e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 155341 members 
Entering Unmasked Estep 
Score: -23077954.000000 Penalty: 5970.333008
	Iteration 50Q: 3 clusters Score -2.307795e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 155425 members 
Entering Unmasked Estep 
Score: -23077978.000000 Penalty: 5970.333008
	Iteration 51Q: 3 clusters Score -2.307798e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -23077966.000000 Penalty: 5970.333008
	Iteration 52Q: 3 clusters Score -2.307797e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 155607 members 
Entering Unmasked Estep 
Score: -23077960.000000 Penalty: 5970.333008
	Iteration 53Q: 3 clusters Score -2.307796e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 155683 members 
Entering Unmasked Estep 
Score: -23077932.000000 Penalty: 5970.333008
	Iteration 54Q: 3 clusters Score -2.307793e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 155765 members 
Entering Unmasked Estep 
Score: -23077940.000000 Penalty: 5970.333008
	Iteration 55Q: 3 clusters Score -2.307794e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 155846 members 
Entering Unmasked Estep 
Score: -23077984.000000 Penalty: 5970.333008
	Iteration 56Q: 3 clusters Score -2.307798e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 155907 members 
Entering Unmasked Estep 
Score: -23077972.000000 Penalty: 5970.333008
	Iteration 57Q: 3 clusters Score -2.307797e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 155972 members 
Entering Unmasked Estep 
Score: -23077972.000000 Penalty: 5970.333008
	Iteration 58Q: 3 clusters Score -2.307797e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 156035 members 
Entering Unmasked Estep 
Score: -23077978.000000 Penalty: 5970.333008
	Iteration 59Q: 3 clusters Score -2.307798e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 156087 members 
Entering Unmasked Estep 
Score: -23077982.000000 Penalty: 5970.333008
	Iteration 60F: 3 clusters Score -2.307798e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 156132 members 
Entering Unmasked Estep 
Score: -23077976.000000 Penalty: 5970.333008
	Iteration 61Q: 3 clusters Score -2.307798e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 156176 members 
Entering Unmasked Estep 
Score: -23077980.000000 Penalty: 5970.333008
	Iteration 62Q: 3 clusters Score -2.307798e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 156217 members 
Entering Unmasked Estep 
Score: -23077994.000000 Penalty: 5970.333008
	Iteration 63Q: 3 clusters Score -2.307799e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 156256 members 
Entering Unmasked Estep 
Score: -23077986.000000 Penalty: 5970.333008
	Iteration 64Q: 3 clusters Score -2.307799e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 156293 members 
Entering Unmasked Estep 
Score: -23078022.000000 Penalty: 5970.333008
	Iteration 65Q: 3 clusters Score -2.307802e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 156329 members 
Entering Unmasked Estep 
Score: -23078026.000000 Penalty: 5970.333008
	Iteration 66Q: 3 clusters Score -2.307803e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 156361 members 
Entering Unmasked Estep 
Score: -23078022.000000 Penalty: 5970.333008
	Iteration 67Q: 3 clusters Score -2.307802e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 156396 members 
Entering Unmasked Estep 
Score: -23078022.000000 Penalty: 5970.333008
	Iteration 68Q: 3 clusters Score -2.307802e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 156426 members 
Entering Unmasked Estep 
Score: -23078022.000000 Penalty: 5970.333008
	Iteration 69Q: 3 clusters Score -2.307802e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 156458 members 
Entering Unmasked Estep 
Score: -23078028.000000 Penalty: 5970.333008
	Iteration 70Q: 3 clusters Score -2.307803e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 156482 members 
Entering Unmasked Estep 
Score: -23078012.000000 Penalty: 5970.333008
	Iteration 71Q: 3 clusters Score -2.307801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 156504 members 
Entering Unmasked Estep 
Score: -23078026.000000 Penalty: 5970.333008
	Iteration 72Q: 3 clusters Score -2.307803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 156521 members 
Entering Unmasked Estep 
Score: -23078016.000000 Penalty: 5970.333008
	Iteration 73Q: 3 clusters Score -2.307802e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 156540 members 
Entering Unmasked Estep 
Score: -23078028.000000 Penalty: 5970.333008
	Iteration 74Q: 3 clusters Score -2.307803e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 156564 members 
Entering Unmasked Estep 
Score: -23078044.000000 Penalty: 5970.333008
	Iteration 75Q: 3 clusters Score -2.307804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 156578 members 
Entering Unmasked Estep 
Score: -23078048.000000 Penalty: 5970.333008
	Iteration 76Q: 3 clusters Score -2.307805e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 156594 members 
Entering Unmasked Estep 
Score: -23078056.000000 Penalty: 5970.333008
	Iteration 77Q: 3 clusters Score -2.307806e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 156612 members 
Entering Unmasked Estep 
Score: -23078070.000000 Penalty: 5970.333008
	Iteration 78Q: 3 clusters Score -2.307807e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 156633 members 
Entering Unmasked Estep 
Score: -23078044.000000 Penalty: 5970.333008
	Iteration 79Q: 3 clusters Score -2.307804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 156655 members 
Entering Unmasked Estep 
Score: -23078054.000000 Penalty: 5970.333008
	Iteration 80F: 3 clusters Score -2.307805e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 156684 members 
Entering Unmasked Estep 
Score: -23078044.000000 Penalty: 5970.333008
	Iteration 81Q: 3 clusters Score -2.307804e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 156714 members 
Entering Unmasked Estep 
Score: -23078028.000000 Penalty: 5970.333008
	Iteration 82Q: 3 clusters Score -2.307803e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 156753 members 
Entering Unmasked Estep 
Score: -23078028.000000 Penalty: 5970.333008
	Iteration 83Q: 3 clusters Score -2.307803e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 156784 members 
Entering Unmasked Estep 
Score: -23078052.000000 Penalty: 5970.333008
	Iteration 84Q: 3 clusters Score -2.307805e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 156813 members 
Entering Unmasked Estep 
Score: -23078036.000000 Penalty: 5970.333008
	Iteration 85Q: 3 clusters Score -2.307804e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 156844 members 
Entering Unmasked Estep 
Score: -23078022.000000 Penalty: 5970.333008
	Iteration 86Q: 3 clusters Score -2.307802e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 156871 members 
Entering Unmasked Estep 
Score: -23078024.000000 Penalty: 5970.333008
	Iteration 87Q: 3 clusters Score -2.307802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 156888 members 
Entering Unmasked Estep 
Score: -23078028.000000 Penalty: 5970.333008
	Iteration 88Q: 3 clusters Score -2.307803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 156907 members 
Entering Unmasked Estep 
Score: -23078028.000000 Penalty: 5970.333008
	Iteration 89Q: 3 clusters Score -2.307803e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 156929 members 
Entering Unmasked Estep 
Score: -23078030.000000 Penalty: 5970.333008
	Iteration 90Q: 3 clusters Score -2.307803e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 156948 members 
Entering Unmasked Estep 
Score: -23078032.000000 Penalty: 5970.333008
	Iteration 91Q: 3 clusters Score -2.307803e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 156968 members 
Entering Unmasked Estep 
Score: -23078018.000000 Penalty: 5970.333008
	Iteration 92Q: 3 clusters Score -2.307802e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 156985 members 
Entering Unmasked Estep 
Score: -23077998.000000 Penalty: 5970.333008
	Iteration 93Q: 3 clusters Score -2.3078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -23078000.000000 Penalty: 5970.333008
	Iteration 94Q: 3 clusters Score -2.3078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 157009 members 
Entering Unmasked Estep 
Score: -23078004.000000 Penalty: 5970.333008
	Iteration 95Q: 3 clusters Score -2.3078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 157021 members 
Entering Unmasked Estep 
Score: -23078012.000000 Penalty: 5970.333008
	Iteration 96Q: 3 clusters Score -2.307801e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 157039 members 
Entering Unmasked Estep 
Score: -23078018.000000 Penalty: 5970.333008
	Iteration 97Q: 3 clusters Score -2.307802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 157055 members 
Entering Unmasked Estep 
Score: -23078010.000000 Penalty: 5970.333008
	Iteration 98Q: 3 clusters Score -2.307801e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 157076 members 
Entering Unmasked Estep 
Score: -23078042.000000 Penalty: 5970.333008
	Iteration 99Q: 3 clusters Score -2.307804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 157089 members 
Entering Unmasked Estep 
Score: -23078036.000000 Penalty: 5970.333008
	Iteration 100F: 3 clusters Score -2.307804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 157099 members 
Entering Unmasked Estep 
Score: -23078040.000000 Penalty: 5970.333008
	Iteration 101Q: 3 clusters Score -2.307804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 157104 members 
Entering Unmasked Estep 
Score: -23078028.000000 Penalty: 5970.333008
	Iteration 102Q: 3 clusters Score -2.307803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 157112 members 
Entering Unmasked Estep 
Score: -23078002.000000 Penalty: 5970.333008
	Iteration 103Q: 3 clusters Score -2.3078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 157126 members 
Entering Unmasked Estep 
Score: -23078008.000000 Penalty: 5970.333008
	Iteration 104Q: 3 clusters Score -2.307801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 157139 members 
Entering Unmasked Estep 
Score: -23077992.000000 Penalty: 5970.333008
	Iteration 105Q: 3 clusters Score -2.307799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 157150 members 
Entering Unmasked Estep 
Score: -23078004.000000 Penalty: 5970.333008
	Iteration 106Q: 3 clusters Score -2.3078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -23078010.000000 Penalty: 5970.333008
	Iteration 107Q: 3 clusters Score -2.307801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 157174 members 
Entering Unmasked Estep 
Score: -23078002.000000 Penalty: 5970.333008
	Iteration 108Q: 3 clusters Score -2.3078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 157190 members 
Entering Unmasked Estep 
Score: -23078014.000000 Penalty: 5970.333008
	Iteration 109Q: 3 clusters Score -2.307801e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 157210 members 
Entering Unmasked Estep 
Score: -23078020.000000 Penalty: 5970.333008
	Iteration 110Q: 3 clusters Score -2.307802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 157221 members 
Entering Unmasked Estep 
Score: -23078000.000000 Penalty: 5970.333008
	Iteration 111Q: 3 clusters Score -2.3078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 157231 members 
Entering Unmasked Estep 
Score: -23078006.000000 Penalty: 5970.333008
	Iteration 112Q: 3 clusters Score -2.307801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 157243 members 
Entering Unmasked Estep 
Score: -23078024.000000 Penalty: 5970.333008
	Iteration 113Q: 3 clusters Score -2.307802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 157250 members 
Entering Unmasked Estep 
Score: -23078020.000000 Penalty: 5970.333008
	Iteration 114Q: 3 clusters Score -2.307802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 157261 members 
Entering Unmasked Estep 
Score: -23078038.000000 Penalty: 5970.333008
	Iteration 115Q: 3 clusters Score -2.307804e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 157279 members 
Entering Unmasked Estep 
Score: -23078044.000000 Penalty: 5970.333008
	Iteration 116Q: 3 clusters Score -2.307804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 157295 members 
Entering Unmasked Estep 
Score: -23078044.000000 Penalty: 5970.333008
	Iteration 117Q: 3 clusters Score -2.307804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 157305 members 
Entering Unmasked Estep 
Score: -23078048.000000 Penalty: 5970.333008
	Iteration 118Q: 3 clusters Score -2.307805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 157314 members 
Entering Unmasked Estep 
Score: -23078046.000000 Penalty: 5970.333008
	Iteration 119Q: 3 clusters Score -2.307805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 157320 members 
Entering Unmasked Estep 
Score: -23078052.000000 Penalty: 5970.333008
	Iteration 120F: 3 clusters Score -2.307805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 157327 members 
Entering Unmasked Estep 
Score: -23078048.000000 Penalty: 5970.333008
	Iteration 121Q: 3 clusters Score -2.307805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 157334 members 
Entering Unmasked Estep 
Score: -23078046.000000 Penalty: 5970.333008
	Iteration 122Q: 3 clusters Score -2.307805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 157343 members 
Entering Unmasked Estep 
Score: -23078050.000000 Penalty: 5970.333008
	Iteration 123Q: 3 clusters Score -2.307805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 157353 members 
Entering Unmasked Estep 
Score: -23078052.000000 Penalty: 5970.333008
	Iteration 124Q: 3 clusters Score -2.307805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 157357 members 
Entering Unmasked Estep 
Score: -23078048.000000 Penalty: 5970.333008
	Iteration 125Q: 3 clusters Score -2.307805e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 157361 members 
Entering Unmasked Estep 
Score: -23078044.000000 Penalty: 5970.333008
	Iteration 126Q: 3 clusters Score -2.307804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 157371 members 
Entering Unmasked Estep 
Score: -23078050.000000 Penalty: 5970.333008
	Iteration 127Q: 3 clusters Score -2.307805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 157384 members 
Entering Unmasked Estep 
Score: -23078062.000000 Penalty: 5970.333008
	Iteration 128Q: 3 clusters Score -2.307806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 157399 members 
Entering Unmasked Estep 
Score: -23078046.000000 Penalty: 5970.333008
	Iteration 129Q: 3 clusters Score -2.307805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 157414 members 
Entering Unmasked Estep 
Score: -23078042.000000 Penalty: 5970.333008
	Iteration 130Q: 3 clusters Score -2.307804e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 157427 members 
Entering Unmasked Estep 
Score: -23078040.000000 Penalty: 5970.333008
	Iteration 131Q: 3 clusters Score -2.307804e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 157438 members 
Entering Unmasked Estep 
Score: -23078052.000000 Penalty: 5970.333008
	Iteration 132Q: 3 clusters Score -2.307805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 157443 members 
Entering Unmasked Estep 
Score: -23078066.000000 Penalty: 5970.333008
	Iteration 133Q: 3 clusters Score -2.307807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 157448 members 
Entering Unmasked Estep 
Score: -23078060.000000 Penalty: 5970.333008
	Iteration 134Q: 3 clusters Score -2.307806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 157448 members 
Entering Unmasked Estep 
Score: -23078060.000000 Penalty: 5970.333008
	Iteration 135F: 3 clusters Score -2.307806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Entering Unmasked Estep 
Score: -716654.750000 Penalty: 2120.075439
	Iteration 0F: 2 clusters Score -716654.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -712056.562500 Penalty: 4240.150879
	Iteration 0F: 3 clusters Score -712056.6 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -713142.625000 Penalty: 4240.150879
	Iteration 1F: 3 clusters Score -713142.6 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -713350.500000 Penalty: 4240.150879
	Iteration 2F: 3 clusters Score -713350.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -713492.187500 Penalty: 4240.150879
	Iteration 3Q: 3 clusters Score -713492.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -713613.937500 Penalty: 4240.150879
	Iteration 4Q: 3 clusters Score -713613.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -713707.687500 Penalty: 4240.150879
	Iteration 5Q: 3 clusters Score -713707.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -713788.937500 Penalty: 4240.150879
	Iteration 6Q: 3 clusters Score -713788.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -713850.500000 Penalty: 4240.150879
	Iteration 7Q: 3 clusters Score -713850.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -713905.937500 Penalty: 4240.150879
	Iteration 8Q: 3 clusters Score -713905.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -713963.250000 Penalty: 4240.150879
	Iteration 9Q: 3 clusters Score -713963.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -714026.812500 Penalty: 4240.150879
	Iteration 10Q: 3 clusters Score -714026.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -714089.125000 Penalty: 4240.150879
	Iteration 11Q: 3 clusters Score -714089.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -714183.625000 Penalty: 4240.150879
	Iteration 12Q: 3 clusters Score -714183.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -714264.625000 Penalty: 4240.150879
	Iteration 13Q: 3 clusters Score -714264.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -714328.312500 Penalty: 4240.150879
	Iteration 14Q: 3 clusters Score -714328.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -714390.125000 Penalty: 4240.150879
	Iteration 15Q: 3 clusters Score -714390.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -714435.937500 Penalty: 4240.150879
	Iteration 16Q: 3 clusters Score -714435.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -714477.375000 Penalty: 4240.150879
	Iteration 17Q: 3 clusters Score -714477.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -714506.187500 Penalty: 4240.150879
	Iteration 18Q: 3 clusters Score -714506.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -714527.562500 Penalty: 4240.150879
	Iteration 19Q: 3 clusters Score -714527.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -714548.437500 Penalty: 4240.150879
	Iteration 20F: 3 clusters Score -714548.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -714568.125000 Penalty: 4240.150879
	Iteration 21Q: 3 clusters Score -714568.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -714587.812500 Penalty: 4240.150879
	Iteration 22Q: 3 clusters Score -714587.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -714602.937500 Penalty: 4240.150879
	Iteration 23Q: 3 clusters Score -714602.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -714612.125000 Penalty: 4240.150879
	Iteration 24Q: 3 clusters Score -714612.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -714619.375000 Penalty: 4240.150879
	Iteration 25Q: 3 clusters Score -714619.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -714629.000000 Penalty: 4240.150879
	Iteration 26Q: 3 clusters Score -714629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -714641.125000 Penalty: 4240.150879
	Iteration 27Q: 3 clusters Score -714641.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -714650.125000 Penalty: 4240.150879
	Iteration 28Q: 3 clusters Score -714650.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -714656.125000 Penalty: 4240.150879
	Iteration 29Q: 3 clusters Score -714656.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -714659.750000 Penalty: 4240.150879
	Iteration 30Q: 3 clusters Score -714659.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -714666.500000 Penalty: 4240.150879
	Iteration 31Q: 3 clusters Score -714666.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -714673.562500 Penalty: 4240.150879
	Iteration 32Q: 3 clusters Score -714673.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -714678.687500 Penalty: 4240.150879
	Iteration 33Q: 3 clusters Score -714678.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -714685.750000 Penalty: 4240.150879
	Iteration 34Q: 3 clusters Score -714685.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -714691.812500 Penalty: 4240.150879
	Iteration 35Q: 3 clusters Score -714691.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -714696.125000 Penalty: 4240.150879
	Iteration 36Q: 3 clusters Score -714696.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -714699.750000 Penalty: 4240.150879
	Iteration 37Q: 3 clusters Score -714699.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -714704.000000 Penalty: 4240.150879
	Iteration 38Q: 3 clusters Score -714704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -714709.312500 Penalty: 4240.150879
	Iteration 39Q: 3 clusters Score -714709.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -714714.750000 Penalty: 4240.150879
	Iteration 40F: 3 clusters Score -714714.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -714718.062500 Penalty: 4240.150879
	Iteration 41Q: 3 clusters Score -714718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -714719.000000 Penalty: 4240.150879
	Iteration 42Q: 3 clusters Score -714719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -714720.625000 Penalty: 4240.150879
	Iteration 43Q: 3 clusters Score -714720.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -714720.750000 Penalty: 4240.150879
	Iteration 44Q: 3 clusters Score -714720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -714721.187500 Penalty: 4240.150879
	Iteration 45Q: 3 clusters Score -714721.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -714722.375000 Penalty: 4240.150879
	Iteration 46Q: 3 clusters Score -714722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -714722.437500 Penalty: 4240.150879
	Iteration 47Q: 3 clusters Score -714722.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -714722.437500 Penalty: 4240.150879
	Iteration 48F: 3 clusters Score -714722.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Entering Unmasked Estep 
Score: -3999812.000000 Penalty: 2550.748047
	Iteration 0F: 2 clusters Score -3999812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3979813.500000 Penalty: 5101.496094
	Iteration 0F: 3 clusters Score -3979814 nChanged 13194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -3987014.000000 Penalty: 5101.496094
	Iteration 1F: 3 clusters Score -3987014 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -3987569.000000 Penalty: 5101.496094
	Iteration 2F: 3 clusters Score -3987569 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -3988186.250000 Penalty: 5101.496094
	Iteration 3Q: 3 clusters Score -3988186 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -3989058.250000 Penalty: 5101.496094
	Iteration 4F: 3 clusters Score -3989058 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3990097.750000 Penalty: 5101.496094
	Iteration 5F: 3 clusters Score -3990098 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -3991169.750000 Penalty: 5101.496094
	Iteration 6F: 3 clusters Score -3991170 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -3992121.500000 Penalty: 5101.496094
	Iteration 7F: 3 clusters Score -3992122 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -3992864.000000 Penalty: 5101.496094
	Iteration 8F: 3 clusters Score -3992864 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -3993450.000000 Penalty: 5101.496094
	Iteration 9Q: 3 clusters Score -3993450 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -3993889.500000 Penalty: 5101.496094
	Iteration 10Q: 3 clusters Score -3993890 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -3994221.250000 Penalty: 5101.496094
	Iteration 11Q: 3 clusters Score -3994221 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -3994493.500000 Penalty: 5101.496094
	Iteration 12Q: 3 clusters Score -3994494 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -3994744.750000 Penalty: 5101.496094
	Iteration 13Q: 3 clusters Score -3994745 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -3995007.000000 Penalty: 5101.496094
	Iteration 14Q: 3 clusters Score -3995007 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3995290.750000 Penalty: 5101.496094
	Iteration 15Q: 3 clusters Score -3995291 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -3995568.750000 Penalty: 5101.496094
	Iteration 16Q: 3 clusters Score -3995569 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -3995850.500000 Penalty: 5101.496094
	Iteration 17Q: 3 clusters Score -3995850 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -3996180.500000 Penalty: 5101.496094
	Iteration 18Q: 3 clusters Score -3996180 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -3996483.000000 Penalty: 5101.496094
	Iteration 19Q: 3 clusters Score -3996483 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3996713.250000 Penalty: 5101.496094
	Iteration 20F: 3 clusters Score -3996713 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -3996947.000000 Penalty: 5101.496094
	Iteration 21Q: 3 clusters Score -3996947 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -3997077.500000 Penalty: 5101.496094
	Iteration 22Q: 3 clusters Score -3997078 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -3997182.000000 Penalty: 5101.496094
	Iteration 23Q: 3 clusters Score -3997182 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3997278.750000 Penalty: 5101.496094
	Iteration 24Q: 3 clusters Score -3997279 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -3997349.750000 Penalty: 5101.496094
	Iteration 25Q: 3 clusters Score -3997350 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -3997391.500000 Penalty: 5101.496094
	Iteration 26Q: 3 clusters Score -3997392 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -3997439.500000 Penalty: 5101.496094
	Iteration 27Q: 3 clusters Score -3997440 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -3997471.000000 Penalty: 5101.496094
	Iteration 28Q: 3 clusters Score -3997471 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -3997498.000000 Penalty: 5101.496094
	Iteration 29Q: 3 clusters Score -3997498 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -3997505.250000 Penalty: 5101.496094
	Iteration 30Q: 3 clusters Score -3997505 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -3997527.250000 Penalty: 5101.496094
	Iteration 31Q: 3 clusters Score -3997527 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 26927 members 
Entering Unmasked Estep 
Score: -3997566.000000 Penalty: 5101.496094
	Iteration 32Q: 3 clusters Score -3997566 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -3997591.000000 Penalty: 5101.496094
	Iteration 33Q: 3 clusters Score -3997591 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -3997616.250000 Penalty: 5101.496094
	Iteration 34Q: 3 clusters Score -3997616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -3997648.000000 Penalty: 5101.496094
	Iteration 35Q: 3 clusters Score -3997648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -3997674.250000 Penalty: 5101.496094
	Iteration 36Q: 3 clusters Score -3997674 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -3997692.500000 Penalty: 5101.496094
	Iteration 37Q: 3 clusters Score -3997692 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -3997721.000000 Penalty: 5101.496094
	Iteration 38Q: 3 clusters Score -3997721 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3997729.500000 Penalty: 5101.496094
	Iteration 39Q: 3 clusters Score -3997730 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3997751.250000 Penalty: 5101.496094
	Iteration 40F: 3 clusters Score -3997751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -3997753.500000 Penalty: 5101.496094
	Iteration 41Q: 3 clusters Score -3997754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -3997772.250000 Penalty: 5101.496094
	Iteration 42Q: 3 clusters Score -3997772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3997790.250000 Penalty: 5101.496094
	Iteration 43Q: 3 clusters Score -3997790 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 27459 members 
Entering Unmasked Estep 
Score: -3997799.250000 Penalty: 5101.496094
	Iteration 44Q: 3 clusters Score -3997799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -3997806.750000 Penalty: 5101.496094
	Iteration 45Q: 3 clusters Score -3997807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 27497 members 
Entering Unmasked Estep 
Score: -3997814.750000 Penalty: 5101.496094
	Iteration 46Q: 3 clusters Score -3997815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3997826.000000 Penalty: 5101.496094
	Iteration 47Q: 3 clusters Score -3997826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -3997839.000000 Penalty: 5101.496094
	Iteration 48Q: 3 clusters Score -3997839 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -3997836.750000 Penalty: 5101.496094
	Iteration 49Q: 3 clusters Score -3997837 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -3997844.250000 Penalty: 5101.496094
	Iteration 50Q: 3 clusters Score -3997844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3997859.500000 Penalty: 5101.496094
	Iteration 51Q: 3 clusters Score -3997860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -3997859.250000 Penalty: 5101.496094
	Iteration 52Q: 3 clusters Score -3997859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -3997862.750000 Penalty: 5101.496094
	Iteration 53Q: 3 clusters Score -3997863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 27655 members 
Entering Unmasked Estep 
Score: -3997869.000000 Penalty: 5101.496094
	Iteration 54Q: 3 clusters Score -3997869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -3997878.500000 Penalty: 5101.496094
	Iteration 55Q: 3 clusters Score -3997878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -3997876.250000 Penalty: 5101.496094
	Iteration 56Q: 3 clusters Score -3997876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3997879.500000 Penalty: 5101.496094
	Iteration 57Q: 3 clusters Score -3997880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
Score: -3997883.250000 Penalty: 5101.496094
	Iteration 58Q: 3 clusters Score -3997883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3997881.750000 Penalty: 5101.496094
	Iteration 59Q: 3 clusters Score -3997882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3997883.000000 Penalty: 5101.496094
	Iteration 60F: 3 clusters Score -3997883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -3997885.000000 Penalty: 5101.496094
	Iteration 61Q: 3 clusters Score -3997885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -3997889.500000 Penalty: 5101.496094
	Iteration 62Q: 3 clusters Score -3997890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -3997884.000000 Penalty: 5101.496094
	Iteration 63Q: 3 clusters Score -3997884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3997889.250000 Penalty: 5101.496094
	Iteration 64Q: 3 clusters Score -3997889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3997890.500000 Penalty: 5101.496094
	Iteration 65Q: 3 clusters Score -3997890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3997898.000000 Penalty: 5101.496094
	Iteration 66Q: 3 clusters Score -3997898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3997901.500000 Penalty: 5101.496094
	Iteration 67Q: 3 clusters Score -3997902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3997904.500000 Penalty: 5101.496094
	Iteration 68Q: 3 clusters Score -3997904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -3997900.750000 Penalty: 5101.496094
	Iteration 69Q: 3 clusters Score -3997901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3997899.000000 Penalty: 5101.496094
	Iteration 70Q: 3 clusters Score -3997899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3997904.500000 Penalty: 5101.496094
	Iteration 71Q: 3 clusters Score -3997904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -3997894.500000 Penalty: 5101.496094
	Iteration 72Q: 3 clusters Score -3997894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -3997902.500000 Penalty: 5101.496094
	Iteration 73Q: 3 clusters Score -3997902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -3997899.500000 Penalty: 5101.496094
	Iteration 74Q: 3 clusters Score -3997900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -3997906.250000 Penalty: 5101.496094
	Iteration 75Q: 3 clusters Score -3997906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 27791 members 
Entering Unmasked Estep 
Score: -3997909.000000 Penalty: 5101.496094
	Iteration 76Q: 3 clusters Score -3997909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 27794 members 
Entering Unmasked Estep 
Score: -3997908.250000 Penalty: 5101.496094
	Iteration 77Q: 3 clusters Score -3997908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3997911.750000 Penalty: 5101.496094
	Iteration 78Q: 3 clusters Score -3997912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -3997913.750000 Penalty: 5101.496094
	Iteration 79Q: 3 clusters Score -3997914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3997919.750000 Penalty: 5101.496094
	Iteration 80F: 3 clusters Score -3997920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3997918.750000 Penalty: 5101.496094
	Iteration 81Q: 3 clusters Score -3997919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -3997928.250000 Penalty: 5101.496094
	Iteration 82Q: 3 clusters Score -3997928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -3997923.000000 Penalty: 5101.496094
	Iteration 83Q: 3 clusters Score -3997923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3997926.500000 Penalty: 5101.496094
	Iteration 84Q: 3 clusters Score -3997926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -3997924.500000 Penalty: 5101.496094
	Iteration 85Q: 3 clusters Score -3997924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3997926.500000 Penalty: 5101.496094
	Iteration 86Q: 3 clusters Score -3997926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3997926.500000 Penalty: 5101.496094
	Iteration 87F: 3 clusters Score -3997926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (261945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261945 members 
Entering Unmasked Estep 
Score: -36613872.000000 Penalty: 3094.020752
	Iteration 0F: 2 clusters Score -3.661387e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131158 members 
Mstep: Class 2 contains 130787 members 
Entering Unmasked Estep 
Score: -36455032.000000 Penalty: 6188.041504
	Iteration 0F: 3 clusters Score -3.645503e+07 nChanged 126563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134683 members 
Mstep: Class 2 contains 127262 members 
Entering Unmasked Estep 
Score: -36529736.000000 Penalty: 6188.041504
	Iteration 1F: 3 clusters Score -3.652974e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136997 members 
Mstep: Class 2 contains 124948 members 
Entering Unmasked Estep 
Score: -36530768.000000 Penalty: 6188.041504
	Iteration 2Q: 3 clusters Score -3.653077e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140777 members 
Mstep: Class 2 contains 121168 members 
Entering Unmasked Estep 
Score: -36532696.000000 Penalty: 6188.041504
	Iteration 3Q: 3 clusters Score -3.65327e+07 nChanged 9023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146656 members 
Mstep: Class 2 contains 115289 members 
Entering Unmasked Estep 
Score: -36535404.000000 Penalty: 6188.041504
	Iteration 4Q: 3 clusters Score -3.65354e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155507 members 
Mstep: Class 2 contains 106438 members 
Entering Unmasked Estep 
Score: -36540468.000000 Penalty: 6188.041504
	Iteration 5Q: 3 clusters Score -3.654047e+07 nChanged 14780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168055 members 
Mstep: Class 2 contains 93890 members 
Entering Unmasked Estep 
Score: -36548756.000000 Penalty: 6188.041504
	Iteration 6F: 3 clusters Score -3.654876e+07 nChanged 17510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183649 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -36560320.000000 Penalty: 6188.041504
	Iteration 7F: 3 clusters Score -3.656032e+07 nChanged 18586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200437 members 
Mstep: Class 2 contains 61508 members 
Entering Unmasked Estep 
Score: -36574760.000000 Penalty: 6188.041504
	Iteration 8F: 3 clusters Score -3.657476e+07 nChanged 16948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215947 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -36588784.000000 Penalty: 6188.041504
	Iteration 9F: 3 clusters Score -3.658878e+07 nChanged 13627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228676 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -36599408.000000 Penalty: 6188.041504
	Iteration 10F: 3 clusters Score -3.659941e+07 nChanged 10136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238384 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -36606044.000000 Penalty: 6188.041504
	Iteration 11Q: 3 clusters Score -3.660604e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246437 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -36610476.000000 Penalty: 6188.041504
	Iteration 12Q: 3 clusters Score -3.661048e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253184 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -36611884.000000 Penalty: 6188.041504
	Iteration 13Q: 3 clusters Score -3.661188e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257660 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -36611240.000000 Penalty: 6188.041504
	Iteration 14Q: 3 clusters Score -3.661124e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260017 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -36611112.000000 Penalty: 6188.041504
	Iteration 15Q: 3 clusters Score -3.661111e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260999 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -36611184.000000 Penalty: 6188.041504
	Iteration 16Q: 3 clusters Score -3.661118e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261377 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -36611272.000000 Penalty: 6188.041504
	Iteration 17Q: 3 clusters Score -3.661127e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261529 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -36611224.000000 Penalty: 6188.041504
	Iteration 18Q: 3 clusters Score -3.661122e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261588 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -36611300.000000 Penalty: 6188.041504
	Iteration 19Q: 3 clusters Score -3.66113e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261612 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -36611300.000000 Penalty: 6188.041504
	Iteration 20F: 3 clusters Score -3.66113e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261632 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36611292.000000 Penalty: 6188.041504
	Iteration 21Q: 3 clusters Score -3.661129e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261646 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -36611320.000000 Penalty: 6188.041504
	Iteration 22Q: 3 clusters Score -3.661132e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261652 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36611332.000000 Penalty: 6188.041504
	Iteration 23Q: 3 clusters Score -3.661133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261659 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -36611328.000000 Penalty: 6188.041504
	Iteration 24Q: 3 clusters Score -3.661133e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261667 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -36611316.000000 Penalty: 6188.041504
	Iteration 25Q: 3 clusters Score -3.661132e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261669 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -36611304.000000 Penalty: 6188.041504
	Iteration 26Q: 3 clusters Score -3.66113e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261673 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36611320.000000 Penalty: 6188.041504
	Iteration 27Q: 3 clusters Score -3.661132e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261673 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -36611328.000000 Penalty: 6188.041504
	Iteration 28Q: 3 clusters Score -3.661133e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261674 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36611328.000000 Penalty: 6188.041504
	Iteration 29Q: 3 clusters Score -3.661133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261676 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36611332.000000 Penalty: 6188.041504
	Iteration 30Q: 3 clusters Score -3.661133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261676 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -36611332.000000 Penalty: 6188.041504
	Iteration 31F: 3 clusters Score -3.661133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Entering Unmasked Estep 
Score: -1836159.500000 Penalty: 2367.609619
	Iteration 0F: 2 clusters Score -1836160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1825940.000000 Penalty: 4735.219238
	Iteration 0F: 3 clusters Score -1825940 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1829114.375000 Penalty: 4735.219238
	Iteration 1F: 3 clusters Score -1829114 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1829430.500000 Penalty: 4735.219238
	Iteration 2F: 3 clusters Score -1829430 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1829678.000000 Penalty: 4735.219238
	Iteration 3Q: 3 clusters Score -1829678 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1829886.625000 Penalty: 4735.219238
	Iteration 4Q: 3 clusters Score -1829887 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1830064.875000 Penalty: 4735.219238
	Iteration 5Q: 3 clusters Score -1830065 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1830233.000000 Penalty: 4735.219238
	Iteration 6Q: 3 clusters Score -1830233 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1830427.000000 Penalty: 4735.219238
	Iteration 7Q: 3 clusters Score -1830427 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1830616.375000 Penalty: 4735.219238
	Iteration 8Q: 3 clusters Score -1830616 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1830848.625000 Penalty: 4735.219238
	Iteration 9Q: 3 clusters Score -1830849 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1831145.125000 Penalty: 4735.219238
	Iteration 10Q: 3 clusters Score -1831145 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1831541.000000 Penalty: 4735.219238
	Iteration 11Q: 3 clusters Score -1831541 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1831973.625000 Penalty: 4735.219238
	Iteration 12Q: 3 clusters Score -1831974 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1832407.625000 Penalty: 4735.219238
	Iteration 13Q: 3 clusters Score -1832408 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1832772.250000 Penalty: 4735.219238
	Iteration 14Q: 3 clusters Score -1832772 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1833102.375000 Penalty: 4735.219238
	Iteration 15Q: 3 clusters Score -1833102 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1833359.250000 Penalty: 4735.219238
	Iteration 16Q: 3 clusters Score -1833359 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1833559.500000 Penalty: 4735.219238
	Iteration 17Q: 3 clusters Score -1833560 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1833699.500000 Penalty: 4735.219238
	Iteration 18Q: 3 clusters Score -1833700 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1833800.000000 Penalty: 4735.219238
	Iteration 19Q: 3 clusters Score -1833800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1833878.000000 Penalty: 4735.219238
	Iteration 20F: 3 clusters Score -1833878 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1833930.875000 Penalty: 4735.219238
	Iteration 21Q: 3 clusters Score -1833931 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1833966.875000 Penalty: 4735.219238
	Iteration 22Q: 3 clusters Score -1833967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1834000.375000 Penalty: 4735.219238
	Iteration 23Q: 3 clusters Score -1834000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1834028.000000 Penalty: 4735.219238
	Iteration 24Q: 3 clusters Score -1834028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1834053.125000 Penalty: 4735.219238
	Iteration 25Q: 3 clusters Score -1834053 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1834073.875000 Penalty: 4735.219238
	Iteration 26Q: 3 clusters Score -1834074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1834084.250000 Penalty: 4735.219238
	Iteration 27Q: 3 clusters Score -1834084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1834093.875000 Penalty: 4735.219238
	Iteration 28Q: 3 clusters Score -1834094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1834098.625000 Penalty: 4735.219238
	Iteration 29Q: 3 clusters Score -1834099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1834100.500000 Penalty: 4735.219238
	Iteration 30Q: 3 clusters Score -1834100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1834105.500000 Penalty: 4735.219238
	Iteration 31Q: 3 clusters Score -1834106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1834109.500000 Penalty: 4735.219238
	Iteration 32Q: 3 clusters Score -1834110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1834107.625000 Penalty: 4735.219238
	Iteration 33Q: 3 clusters Score -1834108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1834107.625000 Penalty: 4735.219238
	Iteration 34F: 3 clusters Score -1834108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29483.666016 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29483.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28321.890625 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28321.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28420.117188 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28420.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28442.759766 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28442.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -28446.589844 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28446.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -28448.531250 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -28448.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28452.853516 Penalty: 2712.157715
	Iteration 5Q: 3 clusters Score -28452.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -28452.853516 Penalty: 2712.157715
	Iteration 6F: 3 clusters Score -28452.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Entering Unmasked Estep 
Score: -6605756.500000 Penalty: 2678.729492
	Iteration 0F: 2 clusters Score -6605756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -6572666.000000 Penalty: 5357.458984
	Iteration 0F: 3 clusters Score -6572666 nChanged 22660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -6585296.000000 Penalty: 5357.458984
	Iteration 1F: 3 clusters Score -6585296 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -6585944.500000 Penalty: 5357.458984
	Iteration 2Q: 3 clusters Score -6585944 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -6586663.500000 Penalty: 5357.458984
	Iteration 3Q: 3 clusters Score -6586664 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -6587579.500000 Penalty: 5357.458984
	Iteration 4Q: 3 clusters Score -6587580 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -6588748.000000 Penalty: 5357.458984
	Iteration 5Q: 3 clusters Score -6588748 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 25664 members 
Entering Unmasked Estep 
Score: -6590247.000000 Penalty: 5357.458984
	Iteration 6F: 3 clusters Score -6590247 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -6591936.500000 Penalty: 5357.458984
	Iteration 7F: 3 clusters Score -6591936 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6593366.000000 Penalty: 5357.458984
	Iteration 8F: 3 clusters Score -6593366 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -6594613.000000 Penalty: 5357.458984
	Iteration 9Q: 3 clusters Score -6594613 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -6595660.000000 Penalty: 5357.458984
	Iteration 10Q: 3 clusters Score -6595660 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -6596651.000000 Penalty: 5357.458984
	Iteration 11Q: 3 clusters Score -6596651 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 31735 members 
Entering Unmasked Estep 
Score: -6597747.500000 Penalty: 5357.458984
	Iteration 12Q: 3 clusters Score -6597748 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -6598825.500000 Penalty: 5357.458984
	Iteration 13Q: 3 clusters Score -6598826 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -6599905.500000 Penalty: 5357.458984
	Iteration 14Q: 3 clusters Score -6599906 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -6601019.000000 Penalty: 5357.458984
	Iteration 15Q: 3 clusters Score -6601019 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -6602127.500000 Penalty: 5357.458984
	Iteration 16Q: 3 clusters Score -6602128 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -6602993.500000 Penalty: 5357.458984
	Iteration 17Q: 3 clusters Score -6602994 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -6603649.500000 Penalty: 5357.458984
	Iteration 18Q: 3 clusters Score -6603650 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -6604055.500000 Penalty: 5357.458984
	Iteration 19Q: 3 clusters Score -6604056 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -6604352.500000 Penalty: 5357.458984
	Iteration 20F: 3 clusters Score -6604352 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -6604502.500000 Penalty: 5357.458984
	Iteration 21Q: 3 clusters Score -6604502 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -6604641.500000 Penalty: 5357.458984
	Iteration 22Q: 3 clusters Score -6604642 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 43379 members 
Entering Unmasked Estep 
Score: -6604729.500000 Penalty: 5357.458984
	Iteration 23Q: 3 clusters Score -6604730 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -6604805.000000 Penalty: 5357.458984
	Iteration 24Q: 3 clusters Score -6604805 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -6604835.000000 Penalty: 5357.458984
	Iteration 25Q: 3 clusters Score -6604835 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -6604857.500000 Penalty: 5357.458984
	Iteration 26Q: 3 clusters Score -6604858 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -6604850.000000 Penalty: 5357.458984
	Iteration 27Q: 3 clusters Score -6604850 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -6604862.500000 Penalty: 5357.458984
	Iteration 28Q: 3 clusters Score -6604862 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -6604879.500000 Penalty: 5357.458984
	Iteration 29Q: 3 clusters Score -6604880 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -6604893.500000 Penalty: 5357.458984
	Iteration 30Q: 3 clusters Score -6604894 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -6604917.000000 Penalty: 5357.458984
	Iteration 31Q: 3 clusters Score -6604917 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -6604917.500000 Penalty: 5357.458984
	Iteration 32Q: 3 clusters Score -6604918 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -6604928.000000 Penalty: 5357.458984
	Iteration 33Q: 3 clusters Score -6604928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -6604929.500000 Penalty: 5357.458984
	Iteration 34Q: 3 clusters Score -6604930 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -6604947.000000 Penalty: 5357.458984
	Iteration 35Q: 3 clusters Score -6604947 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -6604943.500000 Penalty: 5357.458984
	Iteration 36Q: 3 clusters Score -6604944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 44604 members 
Entering Unmasked Estep 
Score: -6604967.000000 Penalty: 5357.458984
	Iteration 37Q: 3 clusters Score -6604967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -6604968.500000 Penalty: 5357.458984
	Iteration 38Q: 3 clusters Score -6604968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -6604962.500000 Penalty: 5357.458984
	Iteration 39Q: 3 clusters Score -6604962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -6604976.000000 Penalty: 5357.458984
	Iteration 40F: 3 clusters Score -6604976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -6604955.000000 Penalty: 5357.458984
	Iteration 41Q: 3 clusters Score -6604955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -6604956.500000 Penalty: 5357.458984
	Iteration 42Q: 3 clusters Score -6604956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -6604963.000000 Penalty: 5357.458984
	Iteration 43Q: 3 clusters Score -6604963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -6604962.000000 Penalty: 5357.458984
	Iteration 44Q: 3 clusters Score -6604962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -6604967.500000 Penalty: 5357.458984
	Iteration 45Q: 3 clusters Score -6604968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -6604961.000000 Penalty: 5357.458984
	Iteration 46Q: 3 clusters Score -6604961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -6604970.000000 Penalty: 5357.458984
	Iteration 47Q: 3 clusters Score -6604970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -6604966.000000 Penalty: 5357.458984
	Iteration 48Q: 3 clusters Score -6604966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -6604962.500000 Penalty: 5357.458984
	Iteration 49Q: 3 clusters Score -6604962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -6604970.000000 Penalty: 5357.458984
	Iteration 50Q: 3 clusters Score -6604970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -6604967.500000 Penalty: 5357.458984
	Iteration 51Q: 3 clusters Score -6604968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -6604966.000000 Penalty: 5357.458984
	Iteration 52Q: 3 clusters Score -6604966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -6604966.000000 Penalty: 5357.458984
	Iteration 53F: 3 clusters Score -6604966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (115074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115074 members 
Entering Unmasked Estep 
Score: -15955145.000000 Penalty: 2890.026123
	Iteration 0F: 2 clusters Score -1.595514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57552 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -15878320.000000 Penalty: 5780.052246
	Iteration 0F: 3 clusters Score -1.587832e+07 nChanged 54653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57647 members 
Mstep: Class 2 contains 57427 members 
Entering Unmasked Estep 
Score: -15910522.000000 Penalty: 5780.052246
	Iteration 1F: 3 clusters Score -1.591052e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 57399 members 
Entering Unmasked Estep 
Score: -15911878.000000 Penalty: 5780.052246
	Iteration 2Q: 3 clusters Score -1.591188e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57775 members 
Mstep: Class 2 contains 57299 members 
Entering Unmasked Estep 
Score: -15913599.000000 Penalty: 5780.052246
	Iteration 3Q: 3 clusters Score -1.59136e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 56938 members 
Entering Unmasked Estep 
Score: -15915817.000000 Penalty: 5780.052246
	Iteration 4Q: 3 clusters Score -1.591582e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -15918556.000000 Penalty: 5780.052246
	Iteration 5F: 3 clusters Score -1.591856e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 54679 members 
Entering Unmasked Estep 
Score: -15922422.000000 Penalty: 5780.052246
	Iteration 6F: 3 clusters Score -1.592242e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62477 members 
Mstep: Class 2 contains 52597 members 
Entering Unmasked Estep 
Score: -15927513.000000 Penalty: 5780.052246
	Iteration 7F: 3 clusters Score -1.592751e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64990 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -15932932.000000 Penalty: 5780.052246
	Iteration 8F: 3 clusters Score -1.593293e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67262 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -15937145.000000 Penalty: 5780.052246
	Iteration 9F: 3 clusters Score -1.593714e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69203 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -15939550.000000 Penalty: 5780.052246
	Iteration 10Q: 3 clusters Score -1.593955e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70965 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -15940797.000000 Penalty: 5780.052246
	Iteration 11Q: 3 clusters Score -1.59408e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72689 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -15941480.000000 Penalty: 5780.052246
	Iteration 12Q: 3 clusters Score -1.594148e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -15942128.000000 Penalty: 5780.052246
	Iteration 13Q: 3 clusters Score -1.594213e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76126 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -15942659.000000 Penalty: 5780.052246
	Iteration 14Q: 3 clusters Score -1.594266e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77892 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -15943302.000000 Penalty: 5780.052246
	Iteration 15Q: 3 clusters Score -1.59433e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79683 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -15943913.000000 Penalty: 5780.052246
	Iteration 16Q: 3 clusters Score -1.594391e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81487 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -15944603.000000 Penalty: 5780.052246
	Iteration 17Q: 3 clusters Score -1.59446e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83301 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -15945295.000000 Penalty: 5780.052246
	Iteration 18Q: 3 clusters Score -1.59453e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85073 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -15946030.000000 Penalty: 5780.052246
	Iteration 19Q: 3 clusters Score -1.594603e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86878 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -15946866.000000 Penalty: 5780.052246
	Iteration 20F: 3 clusters Score -1.594687e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88632 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -15947678.000000 Penalty: 5780.052246
	Iteration 21Q: 3 clusters Score -1.594768e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90244 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -15948368.000000 Penalty: 5780.052246
	Iteration 22Q: 3 clusters Score -1.594837e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91774 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -15948995.000000 Penalty: 5780.052246
	Iteration 23Q: 3 clusters Score -1.5949e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93179 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -15949412.000000 Penalty: 5780.052246
	Iteration 24Q: 3 clusters Score -1.594941e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94436 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -15949931.000000 Penalty: 5780.052246
	Iteration 25Q: 3 clusters Score -1.594993e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95601 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -15950315.000000 Penalty: 5780.052246
	Iteration 26Q: 3 clusters Score -1.595032e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96653 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -15950758.000000 Penalty: 5780.052246
	Iteration 27Q: 3 clusters Score -1.595076e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97606 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -15951033.000000 Penalty: 5780.052246
	Iteration 28Q: 3 clusters Score -1.595103e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98428 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -15951239.000000 Penalty: 5780.052246
	Iteration 29Q: 3 clusters Score -1.595124e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99164 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -15951474.000000 Penalty: 5780.052246
	Iteration 30Q: 3 clusters Score -1.595147e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99844 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -15951597.000000 Penalty: 5780.052246
	Iteration 31Q: 3 clusters Score -1.59516e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100474 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -15951751.000000 Penalty: 5780.052246
	Iteration 32Q: 3 clusters Score -1.595175e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101034 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -15951886.000000 Penalty: 5780.052246
	Iteration 33Q: 3 clusters Score -1.595189e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101540 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -15951977.000000 Penalty: 5780.052246
	Iteration 34Q: 3 clusters Score -1.595198e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101990 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -15952040.000000 Penalty: 5780.052246
	Iteration 35Q: 3 clusters Score -1.595204e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102374 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -15952124.000000 Penalty: 5780.052246
	Iteration 36Q: 3 clusters Score -1.595212e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102720 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -15952192.000000 Penalty: 5780.052246
	Iteration 37Q: 3 clusters Score -1.595219e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103044 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -15952272.000000 Penalty: 5780.052246
	Iteration 38Q: 3 clusters Score -1.595227e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103358 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -15952278.000000 Penalty: 5780.052246
	Iteration 39Q: 3 clusters Score -1.595228e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103681 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1.595239e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103988 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -15952432.000000 Penalty: 5780.052246
	Iteration 41Q: 3 clusters Score -1.595243e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104282 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -15952493.000000 Penalty: 5780.052246
	Iteration 42Q: 3 clusters Score -1.595249e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104545 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -15952577.000000 Penalty: 5780.052246
	Iteration 43Q: 3 clusters Score -1.595258e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104814 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -15952609.000000 Penalty: 5780.052246
	Iteration 44Q: 3 clusters Score -1.595261e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105058 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -15952663.000000 Penalty: 5780.052246
	Iteration 45Q: 3 clusters Score -1.595266e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105294 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -15952659.000000 Penalty: 5780.052246
	Iteration 46Q: 3 clusters Score -1.595266e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105498 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -15952663.000000 Penalty: 5780.052246
	Iteration 47Q: 3 clusters Score -1.595266e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105689 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -15952687.000000 Penalty: 5780.052246
	Iteration 48Q: 3 clusters Score -1.595269e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105875 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -15952703.000000 Penalty: 5780.052246
	Iteration 49Q: 3 clusters Score -1.59527e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106038 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -15952751.000000 Penalty: 5780.052246
	Iteration 50Q: 3 clusters Score -1.595275e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106180 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -15952741.000000 Penalty: 5780.052246
	Iteration 51Q: 3 clusters Score -1.595274e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106314 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -15952749.000000 Penalty: 5780.052246
	Iteration 52Q: 3 clusters Score -1.595275e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106449 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -15952788.000000 Penalty: 5780.052246
	Iteration 53Q: 3 clusters Score -1.595279e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106554 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -15952784.000000 Penalty: 5780.052246
	Iteration 54Q: 3 clusters Score -1.595278e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106649 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -15952792.000000 Penalty: 5780.052246
	Iteration 55Q: 3 clusters Score -1.595279e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106752 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -15952791.000000 Penalty: 5780.052246
	Iteration 56Q: 3 clusters Score -1.595279e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106859 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -15952809.000000 Penalty: 5780.052246
	Iteration 57Q: 3 clusters Score -1.595281e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106944 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -15952794.000000 Penalty: 5780.052246
	Iteration 58Q: 3 clusters Score -1.595279e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107027 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -15952791.000000 Penalty: 5780.052246
	Iteration 59Q: 3 clusters Score -1.595279e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107114 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -15952802.000000 Penalty: 5780.052246
	Iteration 60F: 3 clusters Score -1.59528e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107193 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -15952813.000000 Penalty: 5780.052246
	Iteration 61Q: 3 clusters Score -1.595281e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107274 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -15952800.000000 Penalty: 5780.052246
	Iteration 62Q: 3 clusters Score -1.59528e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107344 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -15952832.000000 Penalty: 5780.052246
	Iteration 63Q: 3 clusters Score -1.595283e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107407 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -15952834.000000 Penalty: 5780.052246
	Iteration 64Q: 3 clusters Score -1.595283e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107484 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -15952831.000000 Penalty: 5780.052246
	Iteration 65Q: 3 clusters Score -1.595283e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107556 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -15952858.000000 Penalty: 5780.052246
	Iteration 66Q: 3 clusters Score -1.595286e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107617 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -15952866.000000 Penalty: 5780.052246
	Iteration 67Q: 3 clusters Score -1.595287e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107681 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -15952881.000000 Penalty: 5780.052246
	Iteration 68Q: 3 clusters Score -1.595288e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107744 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -15952892.000000 Penalty: 5780.052246
	Iteration 69Q: 3 clusters Score -1.595289e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107809 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -15952878.000000 Penalty: 5780.052246
	Iteration 70Q: 3 clusters Score -1.595288e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -15952890.000000 Penalty: 5780.052246
	Iteration 71Q: 3 clusters Score -1.595289e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107952 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -15952925.000000 Penalty: 5780.052246
	Iteration 72Q: 3 clusters Score -1.595292e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108025 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -15952905.000000 Penalty: 5780.052246
	Iteration 73Q: 3 clusters Score -1.59529e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108092 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -15952915.000000 Penalty: 5780.052246
	Iteration 74Q: 3 clusters Score -1.595292e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108157 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -15952956.000000 Penalty: 5780.052246
	Iteration 75Q: 3 clusters Score -1.595296e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108230 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -15952967.000000 Penalty: 5780.052246
	Iteration 76Q: 3 clusters Score -1.595297e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108318 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -15952982.000000 Penalty: 5780.052246
	Iteration 77Q: 3 clusters Score -1.595298e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108406 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -15952959.000000 Penalty: 5780.052246
	Iteration 78Q: 3 clusters Score -1.595296e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108485 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -15952995.000000 Penalty: 5780.052246
	Iteration 79Q: 3 clusters Score -1.5953e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108563 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -15952997.000000 Penalty: 5780.052246
	Iteration 80F: 3 clusters Score -1.5953e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108646 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -15952985.000000 Penalty: 5780.052246
	Iteration 81Q: 3 clusters Score -1.595298e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108735 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -15953001.000000 Penalty: 5780.052246
	Iteration 82Q: 3 clusters Score -1.5953e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108836 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -15953024.000000 Penalty: 5780.052246
	Iteration 83Q: 3 clusters Score -1.595302e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108939 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -15953043.000000 Penalty: 5780.052246
	Iteration 84Q: 3 clusters Score -1.595304e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -15953074.000000 Penalty: 5780.052246
	Iteration 85Q: 3 clusters Score -1.595307e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109114 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -15953091.000000 Penalty: 5780.052246
	Iteration 86Q: 3 clusters Score -1.595309e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109209 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -15953056.000000 Penalty: 5780.052246
	Iteration 87Q: 3 clusters Score -1.595306e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109297 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -15953104.000000 Penalty: 5780.052246
	Iteration 88Q: 3 clusters Score -1.59531e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109397 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -15953087.000000 Penalty: 5780.052246
	Iteration 89Q: 3 clusters Score -1.595309e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109498 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -15953130.000000 Penalty: 5780.052246
	Iteration 90Q: 3 clusters Score -1.595313e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109581 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -15953138.000000 Penalty: 5780.052246
	Iteration 91Q: 3 clusters Score -1.595314e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109653 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -15953127.000000 Penalty: 5780.052246
	Iteration 92Q: 3 clusters Score -1.595313e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109717 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -15953148.000000 Penalty: 5780.052246
	Iteration 93Q: 3 clusters Score -1.595315e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109775 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -15953160.000000 Penalty: 5780.052246
	Iteration 94Q: 3 clusters Score -1.595316e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109850 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -15953163.000000 Penalty: 5780.052246
	Iteration 95Q: 3 clusters Score -1.595316e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109929 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -15953143.000000 Penalty: 5780.052246
	Iteration 96Q: 3 clusters Score -1.595314e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109987 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -15953150.000000 Penalty: 5780.052246
	Iteration 97Q: 3 clusters Score -1.595315e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110045 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -15953167.000000 Penalty: 5780.052246
	Iteration 98Q: 3 clusters Score -1.595317e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110089 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -15953167.000000 Penalty: 5780.052246
	Iteration 99Q: 3 clusters Score -1.595317e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110122 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -15953153.000000 Penalty: 5780.052246
	Iteration 100F: 3 clusters Score -1.595315e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -15953187.000000 Penalty: 5780.052246
	Iteration 101Q: 3 clusters Score -1.595319e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110193 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -15953179.000000 Penalty: 5780.052246
	Iteration 102Q: 3 clusters Score -1.595318e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110235 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -15953184.000000 Penalty: 5780.052246
	Iteration 103Q: 3 clusters Score -1.595318e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110276 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -15953192.000000 Penalty: 5780.052246
	Iteration 104Q: 3 clusters Score -1.595319e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110320 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -15953186.000000 Penalty: 5780.052246
	Iteration 105Q: 3 clusters Score -1.595319e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110370 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -15953176.000000 Penalty: 5780.052246
	Iteration 106Q: 3 clusters Score -1.595318e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110414 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -15953180.000000 Penalty: 5780.052246
	Iteration 107Q: 3 clusters Score -1.595318e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110451 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -15953180.000000 Penalty: 5780.052246
	Iteration 108Q: 3 clusters Score -1.595318e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110479 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -15953184.000000 Penalty: 5780.052246
	Iteration 109Q: 3 clusters Score -1.595318e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110506 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -15953183.000000 Penalty: 5780.052246
	Iteration 110Q: 3 clusters Score -1.595318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110523 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -15953183.000000 Penalty: 5780.052246
	Iteration 111Q: 3 clusters Score -1.595318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110539 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -15953184.000000 Penalty: 5780.052246
	Iteration 112Q: 3 clusters Score -1.595318e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110557 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -15953178.000000 Penalty: 5780.052246
	Iteration 113Q: 3 clusters Score -1.595318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110573 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -15953167.000000 Penalty: 5780.052246
	Iteration 114Q: 3 clusters Score -1.595317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110591 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -15953188.000000 Penalty: 5780.052246
	Iteration 115Q: 3 clusters Score -1.595319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110606 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -15953184.000000 Penalty: 5780.052246
	Iteration 116Q: 3 clusters Score -1.595318e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110624 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -15953180.000000 Penalty: 5780.052246
	Iteration 117Q: 3 clusters Score -1.595318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110638 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -15953173.000000 Penalty: 5780.052246
	Iteration 118Q: 3 clusters Score -1.595317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110658 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -15953186.000000 Penalty: 5780.052246
	Iteration 119Q: 3 clusters Score -1.595319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110671 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -15953188.000000 Penalty: 5780.052246
	Iteration 120F: 3 clusters Score -1.595319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110683 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -15953169.000000 Penalty: 5780.052246
	Iteration 121Q: 3 clusters Score -1.595317e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110699 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -15953177.000000 Penalty: 5780.052246
	Iteration 122Q: 3 clusters Score -1.595318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110709 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -15953183.000000 Penalty: 5780.052246
	Iteration 123Q: 3 clusters Score -1.595318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110721 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -15953188.000000 Penalty: 5780.052246
	Iteration 124Q: 3 clusters Score -1.595319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110729 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -15953183.000000 Penalty: 5780.052246
	Iteration 125Q: 3 clusters Score -1.595318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110737 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -15953191.000000 Penalty: 5780.052246
	Iteration 126Q: 3 clusters Score -1.595319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110739 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -15953198.000000 Penalty: 5780.052246
	Iteration 127Q: 3 clusters Score -1.59532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110744 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -15953196.000000 Penalty: 5780.052246
	Iteration 128Q: 3 clusters Score -1.59532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110750 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -15953192.000000 Penalty: 5780.052246
	Iteration 129Q: 3 clusters Score -1.595319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110756 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -15953190.000000 Penalty: 5780.052246
	Iteration 130Q: 3 clusters Score -1.595319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110760 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -15953193.000000 Penalty: 5780.052246
	Iteration 131Q: 3 clusters Score -1.595319e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110765 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -15953183.000000 Penalty: 5780.052246
	Iteration 132Q: 3 clusters Score -1.595318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110773 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -15953186.000000 Penalty: 5780.052246
	Iteration 133Q: 3 clusters Score -1.595319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110777 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -15953193.000000 Penalty: 5780.052246
	Iteration 134Q: 3 clusters Score -1.595319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110783 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -15953202.000000 Penalty: 5780.052246
	Iteration 135Q: 3 clusters Score -1.59532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110789 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -15953200.000000 Penalty: 5780.052246
	Iteration 136Q: 3 clusters Score -1.59532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110794 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -15953200.000000 Penalty: 5780.052246
	Iteration 137Q: 3 clusters Score -1.59532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110797 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -15953213.000000 Penalty: 5780.052246
	Iteration 138Q: 3 clusters Score -1.595321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110799 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -15953205.000000 Penalty: 5780.052246
	Iteration 139Q: 3 clusters Score -1.59532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110800 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -15953209.000000 Penalty: 5780.052246
	Iteration 140F: 3 clusters Score -1.595321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -77966.648438 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -77966.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -76420.765625 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -76420.77 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -76819.007812 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -76819.01 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -77123.234375 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -77123.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -77235.765625 Penalty: 3163.699219
	Iteration 3F: 3 clusters Score -77235.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -77458.015625 Penalty: 3163.699219
	Iteration 4F: 3 clusters Score -77458.02 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -77571.906250 Penalty: 3163.699219
	Iteration 5F: 3 clusters Score -77571.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -77689.460938 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -77689.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -77730.257812 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -77730.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -77753.070312 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -77753.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -77771.187500 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -77771.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -77775.148438 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -77775.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -77775.148438 Penalty: 3163.699219
	Iteration 11F: 3 clusters Score -77775.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Entering Unmasked Estep 
Score: -1170818.750000 Penalty: 2248.112061
	Iteration 0F: 2 clusters Score -1170819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1163976.625000 Penalty: 4496.224121
	Iteration 0F: 3 clusters Score -1163977 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1165936.375000 Penalty: 4496.224121
	Iteration 1F: 3 clusters Score -1165936 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1166242.625000 Penalty: 4496.224121
	Iteration 2F: 3 clusters Score -1166243 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1166435.000000 Penalty: 4496.224121
	Iteration 3F: 3 clusters Score -1166435 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1166590.250000 Penalty: 4496.224121
	Iteration 4Q: 3 clusters Score -1166590 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1166696.750000 Penalty: 4496.224121
	Iteration 5Q: 3 clusters Score -1166697 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1166778.875000 Penalty: 4496.224121
	Iteration 6Q: 3 clusters Score -1166779 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1166833.000000 Penalty: 4496.224121
	Iteration 7Q: 3 clusters Score -1166833 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1166889.625000 Penalty: 4496.224121
	Iteration 8Q: 3 clusters Score -1166890 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1166947.375000 Penalty: 4496.224121
	Iteration 9Q: 3 clusters Score -1166947 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1167024.750000 Penalty: 4496.224121
	Iteration 10Q: 3 clusters Score -1167025 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1167102.875000 Penalty: 4496.224121
	Iteration 11Q: 3 clusters Score -1167103 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1167183.625000 Penalty: 4496.224121
	Iteration 12Q: 3 clusters Score -1167184 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1167263.750000 Penalty: 4496.224121
	Iteration 13Q: 3 clusters Score -1167264 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1167333.625000 Penalty: 4496.224121
	Iteration 14Q: 3 clusters Score -1167334 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1167405.375000 Penalty: 4496.224121
	Iteration 15Q: 3 clusters Score -1167405 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1167485.750000 Penalty: 4496.224121
	Iteration 16Q: 3 clusters Score -1167486 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1167590.875000 Penalty: 4496.224121
	Iteration 17Q: 3 clusters Score -1167591 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1167706.375000 Penalty: 4496.224121
	Iteration 18Q: 3 clusters Score -1167706 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1167809.750000 Penalty: 4496.224121
	Iteration 19Q: 3 clusters Score -1167810 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1167908.875000 Penalty: 4496.224121
	Iteration 20F: 3 clusters Score -1167909 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1168009.000000 Penalty: 4496.224121
	Iteration 21Q: 3 clusters Score -1168009 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1168106.000000 Penalty: 4496.224121
	Iteration 22Q: 3 clusters Score -1168106 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1168208.375000 Penalty: 4496.224121
	Iteration 23Q: 3 clusters Score -1168208 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1168287.375000 Penalty: 4496.224121
	Iteration 24Q: 3 clusters Score -1168287 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1168356.500000 Penalty: 4496.224121
	Iteration 25Q: 3 clusters Score -1168356 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1168421.625000 Penalty: 4496.224121
	Iteration 26Q: 3 clusters Score -1168422 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1168478.875000 Penalty: 4496.224121
	Iteration 27Q: 3 clusters Score -1168479 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1168525.250000 Penalty: 4496.224121
	Iteration 28Q: 3 clusters Score -1168525 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1168574.375000 Penalty: 4496.224121
	Iteration 29Q: 3 clusters Score -1168574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1168625.250000 Penalty: 4496.224121
	Iteration 30Q: 3 clusters Score -1168625 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1168680.875000 Penalty: 4496.224121
	Iteration 31Q: 3 clusters Score -1168681 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1168723.750000 Penalty: 4496.224121
	Iteration 32Q: 3 clusters Score -1168724 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1168766.750000 Penalty: 4496.224121
	Iteration 33Q: 3 clusters Score -1168767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -1168794.250000 Penalty: 4496.224121
	Iteration 34Q: 3 clusters Score -1168794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1168823.375000 Penalty: 4496.224121
	Iteration 35Q: 3 clusters Score -1168823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1168844.000000 Penalty: 4496.224121
	Iteration 36Q: 3 clusters Score -1168844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1168860.500000 Penalty: 4496.224121
	Iteration 37Q: 3 clusters Score -1168860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1168872.125000 Penalty: 4496.224121
	Iteration 38Q: 3 clusters Score -1168872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1168882.000000 Penalty: 4496.224121
	Iteration 39Q: 3 clusters Score -1168882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1168898.250000 Penalty: 4496.224121
	Iteration 40F: 3 clusters Score -1168898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1168904.250000 Penalty: 4496.224121
	Iteration 41Q: 3 clusters Score -1168904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1168910.500000 Penalty: 4496.224121
	Iteration 42Q: 3 clusters Score -1168910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1168914.000000 Penalty: 4496.224121
	Iteration 43Q: 3 clusters Score -1168914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1168925.500000 Penalty: 4496.224121
	Iteration 44Q: 3 clusters Score -1168926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1168936.000000 Penalty: 4496.224121
	Iteration 45Q: 3 clusters Score -1168936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1168946.500000 Penalty: 4496.224121
	Iteration 46Q: 3 clusters Score -1168946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1168954.125000 Penalty: 4496.224121
	Iteration 47Q: 3 clusters Score -1168954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1168955.750000 Penalty: 4496.224121
	Iteration 48Q: 3 clusters Score -1168956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1168958.500000 Penalty: 4496.224121
	Iteration 49Q: 3 clusters Score -1168958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1168958.250000 Penalty: 4496.224121
	Iteration 50Q: 3 clusters Score -1168958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1168959.750000 Penalty: 4496.224121
	Iteration 51Q: 3 clusters Score -1168960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1168962.125000 Penalty: 4496.224121
	Iteration 52Q: 3 clusters Score -1168962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1168962.875000 Penalty: 4496.224121
	Iteration 53Q: 3 clusters Score -1168963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1168964.125000 Penalty: 4496.224121
	Iteration 54Q: 3 clusters Score -1168964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1168964.125000 Penalty: 4496.224121
	Iteration 55F: 3 clusters Score -1168964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Entering Unmasked Estep 
Score: -3823770.500000 Penalty: 2542.091797
	Iteration 0F: 2 clusters Score -3823770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -3804376.500000 Penalty: 5084.183594
	Iteration 0F: 3 clusters Score -3804376 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -3811307.500000 Penalty: 5084.183594
	Iteration 1F: 3 clusters Score -3811308 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -3811813.000000 Penalty: 5084.183594
	Iteration 2F: 3 clusters Score -3811813 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -3812317.500000 Penalty: 5084.183594
	Iteration 3Q: 3 clusters Score -3812318 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -3812858.250000 Penalty: 5084.183594
	Iteration 4Q: 3 clusters Score -3812858 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3813404.750000 Penalty: 5084.183594
	Iteration 5Q: 3 clusters Score -3813405 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3813950.250000 Penalty: 5084.183594
	Iteration 6Q: 3 clusters Score -3813950 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -3814506.250000 Penalty: 5084.183594
	Iteration 7Q: 3 clusters Score -3814506 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -3814981.750000 Penalty: 5084.183594
	Iteration 8Q: 3 clusters Score -3814982 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3815456.500000 Penalty: 5084.183594
	Iteration 9Q: 3 clusters Score -3815456 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -3815885.250000 Penalty: 5084.183594
	Iteration 10Q: 3 clusters Score -3815885 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -3816242.250000 Penalty: 5084.183594
	Iteration 11Q: 3 clusters Score -3816242 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3816582.750000 Penalty: 5084.183594
	Iteration 12Q: 3 clusters Score -3816583 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3816886.250000 Penalty: 5084.183594
	Iteration 13Q: 3 clusters Score -3816886 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -3817189.500000 Penalty: 5084.183594
	Iteration 14Q: 3 clusters Score -3817190 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3817433.500000 Penalty: 5084.183594
	Iteration 15Q: 3 clusters Score -3817434 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -3817678.500000 Penalty: 5084.183594
	Iteration 16Q: 3 clusters Score -3817678 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -3817969.250000 Penalty: 5084.183594
	Iteration 17Q: 3 clusters Score -3817969 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -3818305.250000 Penalty: 5084.183594
	Iteration 18Q: 3 clusters Score -3818305 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -3818656.250000 Penalty: 5084.183594
	Iteration 19Q: 3 clusters Score -3818656 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3818980.250000 Penalty: 5084.183594
	Iteration 20F: 3 clusters Score -3818980 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -3819290.500000 Penalty: 5084.183594
	Iteration 21Q: 3 clusters Score -3819290 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3819575.750000 Penalty: 5084.183594
	Iteration 22Q: 3 clusters Score -3819576 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3819874.250000 Penalty: 5084.183594
	Iteration 23Q: 3 clusters Score -3819874 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -3820150.750000 Penalty: 5084.183594
	Iteration 24Q: 3 clusters Score -3820151 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -3820396.750000 Penalty: 5084.183594
	Iteration 25Q: 3 clusters Score -3820397 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -3820615.250000 Penalty: 5084.183594
	Iteration 26Q: 3 clusters Score -3820615 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -3820778.500000 Penalty: 5084.183594
	Iteration 27Q: 3 clusters Score -3820778 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -3820936.250000 Penalty: 5084.183594
	Iteration 28Q: 3 clusters Score -3820936 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -3821061.750000 Penalty: 5084.183594
	Iteration 29Q: 3 clusters Score -3821062 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -3821165.000000 Penalty: 5084.183594
	Iteration 30Q: 3 clusters Score -3821165 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 26267 members 
Entering Unmasked Estep 
Score: -3821260.000000 Penalty: 5084.183594
	Iteration 31Q: 3 clusters Score -3821260 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -3821326.250000 Penalty: 5084.183594
	Iteration 32Q: 3 clusters Score -3821326 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -3821362.250000 Penalty: 5084.183594
	Iteration 33Q: 3 clusters Score -3821362 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 26645 members 
Entering Unmasked Estep 
Score: -3821420.250000 Penalty: 5084.183594
	Iteration 34Q: 3 clusters Score -3821420 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3821461.500000 Penalty: 5084.183594
	Iteration 35Q: 3 clusters Score -3821462 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 26809 members 
Entering Unmasked Estep 
Score: -3821498.250000 Penalty: 5084.183594
	Iteration 36Q: 3 clusters Score -3821498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -3821517.000000 Penalty: 5084.183594
	Iteration 37Q: 3 clusters Score -3821517 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3821536.000000 Penalty: 5084.183594
	Iteration 38Q: 3 clusters Score -3821536 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -3821546.000000 Penalty: 5084.183594
	Iteration 39Q: 3 clusters Score -3821546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -3821558.250000 Penalty: 5084.183594
	Iteration 40F: 3 clusters Score -3821558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -3821567.750000 Penalty: 5084.183594
	Iteration 41Q: 3 clusters Score -3821568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -3821578.250000 Penalty: 5084.183594
	Iteration 42Q: 3 clusters Score -3821578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -3821580.750000 Penalty: 5084.183594
	Iteration 43Q: 3 clusters Score -3821581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -3821584.750000 Penalty: 5084.183594
	Iteration 44Q: 3 clusters Score -3821585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3821593.500000 Penalty: 5084.183594
	Iteration 45Q: 3 clusters Score -3821594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3821599.250000 Penalty: 5084.183594
	Iteration 46Q: 3 clusters Score -3821599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -3821605.750000 Penalty: 5084.183594
	Iteration 47Q: 3 clusters Score -3821606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -3821611.250000 Penalty: 5084.183594
	Iteration 48Q: 3 clusters Score -3821611 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -3821619.750000 Penalty: 5084.183594
	Iteration 49Q: 3 clusters Score -3821620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -3821627.750000 Penalty: 5084.183594
	Iteration 50Q: 3 clusters Score -3821628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -3821629.000000 Penalty: 5084.183594
	Iteration 51Q: 3 clusters Score -3821629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -3821638.250000 Penalty: 5084.183594
	Iteration 52Q: 3 clusters Score -3821638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -3821641.250000 Penalty: 5084.183594
	Iteration 53Q: 3 clusters Score -3821641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -3821645.250000 Penalty: 5084.183594
	Iteration 54Q: 3 clusters Score -3821645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -3821650.500000 Penalty: 5084.183594
	Iteration 55Q: 3 clusters Score -3821650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3821655.000000 Penalty: 5084.183594
	Iteration 56Q: 3 clusters Score -3821655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -3821660.250000 Penalty: 5084.183594
	Iteration 57Q: 3 clusters Score -3821660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -3821668.750000 Penalty: 5084.183594
	Iteration 58Q: 3 clusters Score -3821669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -3821670.250000 Penalty: 5084.183594
	Iteration 59Q: 3 clusters Score -3821670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -3821682.000000 Penalty: 5084.183594
	Iteration 60F: 3 clusters Score -3821682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3821684.000000 Penalty: 5084.183594
	Iteration 61Q: 3 clusters Score -3821684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -3821690.500000 Penalty: 5084.183594
	Iteration 62Q: 3 clusters Score -3821690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -3821694.500000 Penalty: 5084.183594
	Iteration 63Q: 3 clusters Score -3821694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -3821697.000000 Penalty: 5084.183594
	Iteration 64Q: 3 clusters Score -3821697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3821702.250000 Penalty: 5084.183594
	Iteration 65Q: 3 clusters Score -3821702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3821706.000000 Penalty: 5084.183594
	Iteration 66Q: 3 clusters Score -3821706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -3821706.750000 Penalty: 5084.183594
	Iteration 67Q: 3 clusters Score -3821707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -3821707.750000 Penalty: 5084.183594
	Iteration 68Q: 3 clusters Score -3821708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3821707.500000 Penalty: 5084.183594
	Iteration 69Q: 3 clusters Score -3821708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3821711.250000 Penalty: 5084.183594
	Iteration 70Q: 3 clusters Score -3821711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -3821711.250000 Penalty: 5084.183594
	Iteration 71F: 3 clusters Score -3821711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -67792.031250 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -67792.03 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 262 members 
Entering Unmasked Estep 
Score: -66244.000000 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -66244 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66404.062500 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -66404.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66447.054688 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -66447.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66485.734375 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -66485.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -66508.304688 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -66508.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66519.554688 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -66519.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66523.156250 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -66523.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66532.101562 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -66532.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66536.695312 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -66536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66537.906250 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -66537.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66537.906250 Penalty: 3089.341309
	Iteration 10F: 3 clusters Score -66537.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Entering Unmasked Estep 
Score: -2760890.750000 Penalty: 2454.297852
	Iteration 0F: 2 clusters Score -2760891 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2746863.750000 Penalty: 4908.595703
	Iteration 0F: 3 clusters Score -2746864 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2751463.000000 Penalty: 4908.595703
	Iteration 1F: 3 clusters Score -2751463 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2751827.750000 Penalty: 4908.595703
	Iteration 2F: 3 clusters Score -2751828 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2752137.750000 Penalty: 4908.595703
	Iteration 3Q: 3 clusters Score -2752138 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2752408.250000 Penalty: 4908.595703
	Iteration 4Q: 3 clusters Score -2752408 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2752694.500000 Penalty: 4908.595703
	Iteration 5Q: 3 clusters Score -2752694 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -2752998.250000 Penalty: 4908.595703
	Iteration 6Q: 3 clusters Score -2752998 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2753371.500000 Penalty: 4908.595703
	Iteration 7Q: 3 clusters Score -2753372 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2753833.000000 Penalty: 4908.595703
	Iteration 8Q: 3 clusters Score -2753833 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2754392.750000 Penalty: 4908.595703
	Iteration 9F: 3 clusters Score -2754393 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2755118.750000 Penalty: 4908.595703
	Iteration 10F: 3 clusters Score -2755119 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2755950.500000 Penalty: 4908.595703
	Iteration 11F: 3 clusters Score -2755950 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2756857.250000 Penalty: 4908.595703
	Iteration 12Q: 3 clusters Score -2756857 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2757450.750000 Penalty: 4908.595703
	Iteration 13Q: 3 clusters Score -2757451 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2757785.750000 Penalty: 4908.595703
	Iteration 14Q: 3 clusters Score -2757786 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -2757985.750000 Penalty: 4908.595703
	Iteration 15Q: 3 clusters Score -2757986 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2758094.250000 Penalty: 4908.595703
	Iteration 16Q: 3 clusters Score -2758094 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -2758194.000000 Penalty: 4908.595703
	Iteration 17Q: 3 clusters Score -2758194 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2758288.750000 Penalty: 4908.595703
	Iteration 18Q: 3 clusters Score -2758289 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2758346.250000 Penalty: 4908.595703
	Iteration 19Q: 3 clusters Score -2758346 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2758399.250000 Penalty: 4908.595703
	Iteration 20F: 3 clusters Score -2758399 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2758433.250000 Penalty: 4908.595703
	Iteration 21Q: 3 clusters Score -2758433 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2758467.250000 Penalty: 4908.595703
	Iteration 22Q: 3 clusters Score -2758467 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2758489.750000 Penalty: 4908.595703
	Iteration 23Q: 3 clusters Score -2758490 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2758520.750000 Penalty: 4908.595703
	Iteration 24Q: 3 clusters Score -2758521 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2758542.250000 Penalty: 4908.595703
	Iteration 25Q: 3 clusters Score -2758542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2758570.500000 Penalty: 4908.595703
	Iteration 26Q: 3 clusters Score -2758570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2758597.000000 Penalty: 4908.595703
	Iteration 27Q: 3 clusters Score -2758597 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2758619.000000 Penalty: 4908.595703
	Iteration 28Q: 3 clusters Score -2758619 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2758634.250000 Penalty: 4908.595703
	Iteration 29Q: 3 clusters Score -2758634 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2758654.250000 Penalty: 4908.595703
	Iteration 30Q: 3 clusters Score -2758654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2758671.000000 Penalty: 4908.595703
	Iteration 31Q: 3 clusters Score -2758671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2758676.250000 Penalty: 4908.595703
	Iteration 32Q: 3 clusters Score -2758676 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2758684.500000 Penalty: 4908.595703
	Iteration 33Q: 3 clusters Score -2758684 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -2758703.250000 Penalty: 4908.595703
	Iteration 34Q: 3 clusters Score -2758703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2758716.250000 Penalty: 4908.595703
	Iteration 35Q: 3 clusters Score -2758716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2758726.250000 Penalty: 4908.595703
	Iteration 36Q: 3 clusters Score -2758726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2758730.500000 Penalty: 4908.595703
	Iteration 37Q: 3 clusters Score -2758730 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2758744.500000 Penalty: 4908.595703
	Iteration 38Q: 3 clusters Score -2758744 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2758752.500000 Penalty: 4908.595703
	Iteration 39Q: 3 clusters Score -2758752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2758759.500000 Penalty: 4908.595703
	Iteration 40F: 3 clusters Score -2758760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2758767.750000 Penalty: 4908.595703
	Iteration 41Q: 3 clusters Score -2758768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -2758776.750000 Penalty: 4908.595703
	Iteration 42Q: 3 clusters Score -2758777 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2758778.500000 Penalty: 4908.595703
	Iteration 43Q: 3 clusters Score -2758778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2758790.750000 Penalty: 4908.595703
	Iteration 44Q: 3 clusters Score -2758791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2758797.250000 Penalty: 4908.595703
	Iteration 45Q: 3 clusters Score -2758797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2758809.500000 Penalty: 4908.595703
	Iteration 46Q: 3 clusters Score -2758810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2758808.750000 Penalty: 4908.595703
	Iteration 47Q: 3 clusters Score -2758809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2758811.500000 Penalty: 4908.595703
	Iteration 48Q: 3 clusters Score -2758812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2758813.750000 Penalty: 4908.595703
	Iteration 49Q: 3 clusters Score -2758814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2758814.250000 Penalty: 4908.595703
	Iteration 50Q: 3 clusters Score -2758814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2758813.250000 Penalty: 4908.595703
	Iteration 51Q: 3 clusters Score -2758813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2758813.250000 Penalty: 4908.595703
	Iteration 52F: 3 clusters Score -2758813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37244 members 
Mstep: Class 4 contains 40467 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27391 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16378 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 55936 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168883 members 
Mstep: Class 19 contains 5160 members 
Mstep: Class 20 contains 29298 members 
Mstep: Class 21 contains 261945 members 
Mstep: Class 22 contains 14000 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 115074 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8647 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250240.000000 Penalty: 102059.687500
Iteration 359Q: 31 clusters Score -1.222502e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37293 members 
Mstep: Class 4 contains 40478 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27392 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3052 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16380 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 55880 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168902 members 
Mstep: Class 19 contains 5144 members 
Mstep: Class 20 contains 29297 members 
Mstep: Class 21 contains 261965 members 
Mstep: Class 22 contains 14003 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 115031 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8646 members 
Mstep: Class 28 contains 28294 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250336.000000 Penalty: 102059.687500
Iteration 360F: 31 clusters Score -1.222503e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37329 members 
Mstep: Class 4 contains 40487 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27392 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3051 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16379 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 16 contains 55837 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168914 members 
Mstep: Class 19 contains 5128 members 
Mstep: Class 20 contains 29300 members 
Mstep: Class 21 contains 262018 members 
Mstep: Class 22 contains 14008 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 114968 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8646 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250280.000000 Penalty: 102059.687500
Iteration 361Q: 31 clusters Score -1.222503e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37380 members 
Mstep: Class 4 contains 40502 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27388 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16377 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 16 contains 55793 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168922 members 
Mstep: Class 19 contains 5107 members 
Mstep: Class 20 contains 29299 members 
Mstep: Class 21 contains 262081 members 
Mstep: Class 22 contains 14007 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49088 members 
Mstep: Class 25 contains 114901 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8646 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250304.000000 Penalty: 102059.687500
Iteration 362Q: 31 clusters Score -1.222503e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37452 members 
Mstep: Class 4 contains 40507 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27385 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16375 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 16 contains 55739 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168923 members 
Mstep: Class 19 contains 5090 members 
Mstep: Class 20 contains 29300 members 
Mstep: Class 21 contains 262152 members 
Mstep: Class 22 contains 14004 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 114831 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8646 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250464.000000 Penalty: 102059.687500
Iteration 363Q: 31 clusters Score -1.222505e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37521 members 
Mstep: Class 4 contains 40507 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27380 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3050 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16375 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 55686 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168920 members 
Mstep: Class 19 contains 5070 members 
Mstep: Class 20 contains 29301 members 
Mstep: Class 21 contains 262229 members 
Mstep: Class 22 contains 14005 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 114764 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8646 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250328.000000 Penalty: 102059.687500
Iteration 364Q: 31 clusters Score -1.222503e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37588 members 
Mstep: Class 4 contains 40513 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27378 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3049 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16373 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 55630 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168920 members 
Mstep: Class 19 contains 5053 members 
Mstep: Class 20 contains 29304 members 
Mstep: Class 21 contains 262311 members 
Mstep: Class 22 contains 14011 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 114677 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8646 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250184.000000 Penalty: 102059.687500
Iteration 365Q: 31 clusters Score -1.222502e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37648 members 
Mstep: Class 4 contains 40515 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27377 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3049 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16373 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 55566 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168930 members 
Mstep: Class 19 contains 5026 members 
Mstep: Class 20 contains 29303 members 
Mstep: Class 21 contains 262413 members 
Mstep: Class 22 contains 14011 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49088 members 
Mstep: Class 25 contains 114594 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8646 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250136.000000 Penalty: 102059.687500
Iteration 366Q: 31 clusters Score -1.222501e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37697 members 
Mstep: Class 4 contains 40525 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27376 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3049 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16372 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 55522 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168942 members 
Mstep: Class 19 contains 5013 members 
Mstep: Class 20 contains 29307 members 
Mstep: Class 21 contains 262504 members 
Mstep: Class 22 contains 14013 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 114482 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8646 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122250064.000000 Penalty: 102059.687500
Iteration 367Q: 31 clusters Score -1.222501e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37750 members 
Mstep: Class 4 contains 40533 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27375 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16372 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6066 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 55486 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168954 members 
Mstep: Class 19 contains 4991 members 
Mstep: Class 20 contains 29307 members 
Mstep: Class 21 contains 262591 members 
Mstep: Class 22 contains 14022 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 114369 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8646 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249936.000000 Penalty: 102059.687500
Iteration 368Q: 31 clusters Score -1.222499e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37806 members 
Mstep: Class 4 contains 40541 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27379 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6067 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 55442 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168957 members 
Mstep: Class 19 contains 4970 members 
Mstep: Class 20 contains 29307 members 
Mstep: Class 21 contains 262680 members 
Mstep: Class 22 contains 14022 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 114279 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8646 members 
Mstep: Class 28 contains 28297 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249864.000000 Penalty: 102059.687500
Iteration 369Q: 31 clusters Score -1.222499e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37857 members 
Mstep: Class 4 contains 40547 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27378 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 55397 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168973 members 
Mstep: Class 19 contains 4954 members 
Mstep: Class 20 contains 29307 members 
Mstep: Class 21 contains 262777 members 
Mstep: Class 22 contains 14025 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 114170 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8645 members 
Mstep: Class 28 contains 28297 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249936.000000 Penalty: 102059.687500
Iteration 370Q: 31 clusters Score -1.222499e+08 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37918 members 
Mstep: Class 4 contains 40552 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27374 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 457 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 55350 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 168988 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 29311 members 
Mstep: Class 21 contains 262837 members 
Mstep: Class 22 contains 14025 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 114091 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8644 members 
Mstep: Class 28 contains 28297 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249960.000000 Penalty: 102059.687500
Iteration 371Q: 31 clusters Score -1.2225e+08 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 37966 members 
Mstep: Class 4 contains 40556 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27370 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2983 members 
Mstep: Class 9 contains 3048 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 458 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 55311 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169002 members 
Mstep: Class 19 contains 4913 members 
Mstep: Class 20 contains 29312 members 
Mstep: Class 21 contains 262914 members 
Mstep: Class 22 contains 14024 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 114005 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8643 members 
Mstep: Class 28 contains 28297 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249920.000000 Penalty: 102059.687500
Iteration 372Q: 31 clusters Score -1.222499e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38001 members 
Mstep: Class 4 contains 40562 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27368 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 3047 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 458 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6068 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 55283 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169040 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 29314 members 
Mstep: Class 21 contains 262977 members 
Mstep: Class 22 contains 14028 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 113915 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8643 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249880.000000 Penalty: 102059.687500
Iteration 373Q: 31 clusters Score -1.222499e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38035 members 
Mstep: Class 4 contains 40574 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27366 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 458 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6069 members 
Mstep: Class 15 contains 7542 members 
Mstep: Class 16 contains 55263 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169071 members 
Mstep: Class 19 contains 4857 members 
Mstep: Class 20 contains 29315 members 
Mstep: Class 21 contains 263054 members 
Mstep: Class 22 contains 14025 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 113812 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8643 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249968.000000 Penalty: 102059.687500
Iteration 374Q: 31 clusters Score -1.2225e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38075 members 
Mstep: Class 4 contains 40575 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27364 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 459 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6070 members 
Mstep: Class 15 contains 7543 members 
Mstep: Class 16 contains 55245 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169091 members 
Mstep: Class 19 contains 4830 members 
Mstep: Class 20 contains 29315 members 
Mstep: Class 21 contains 263148 members 
Mstep: Class 22 contains 14020 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 113704 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8643 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249928.000000 Penalty: 102059.687500
Iteration 375Q: 31 clusters Score -1.222499e+08 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38117 members 
Mstep: Class 4 contains 40577 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27361 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 55222 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169116 members 
Mstep: Class 19 contains 4803 members 
Mstep: Class 20 contains 29315 members 
Mstep: Class 21 contains 263228 members 
Mstep: Class 22 contains 14016 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 113609 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8642 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249888.000000 Penalty: 102059.687500
Iteration 376Q: 31 clusters Score -1.222499e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38162 members 
Mstep: Class 4 contains 40573 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27359 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 3045 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 55197 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169144 members 
Mstep: Class 19 contains 4773 members 
Mstep: Class 20 contains 29315 members 
Mstep: Class 21 contains 263306 members 
Mstep: Class 22 contains 14014 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 113519 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8642 members 
Mstep: Class 28 contains 28294 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249736.000000 Penalty: 102059.687500
Iteration 377Q: 31 clusters Score -1.222497e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38209 members 
Mstep: Class 4 contains 40572 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27359 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 3043 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 55164 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169167 members 
Mstep: Class 19 contains 4749 members 
Mstep: Class 20 contains 29316 members 
Mstep: Class 21 contains 263384 members 
Mstep: Class 22 contains 14017 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 113430 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8642 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249824.000000 Penalty: 102059.687500
Iteration 378Q: 31 clusters Score -1.222498e+08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38259 members 
Mstep: Class 4 contains 40575 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27356 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 3042 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6071 members 
Mstep: Class 15 contains 7534 members 
Mstep: Class 16 contains 55142 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169188 members 
Mstep: Class 19 contains 4721 members 
Mstep: Class 20 contains 29317 members 
Mstep: Class 21 contains 263487 members 
Mstep: Class 22 contains 14019 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 113308 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8643 members 
Mstep: Class 28 contains 28291 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249768.000000 Penalty: 102059.687500
Iteration 379Q: 31 clusters Score -1.222498e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38328 members 
Mstep: Class 4 contains 40576 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27356 members 
Mstep: Class 7 contains 4348 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6073 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 55106 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169207 members 
Mstep: Class 19 contains 4701 members 
Mstep: Class 20 contains 29318 members 
Mstep: Class 21 contains 263597 members 
Mstep: Class 22 contains 14017 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49088 members 
Mstep: Class 25 contains 113164 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8643 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249680.000000 Penalty: 102059.687500
Iteration 380F: 31 clusters Score -1.222497e+08 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38392 members 
Mstep: Class 4 contains 40570 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27351 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2974 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6074 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 55080 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169233 members 
Mstep: Class 19 contains 4672 members 
Mstep: Class 20 contains 29318 members 
Mstep: Class 21 contains 263681 members 
Mstep: Class 22 contains 14015 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 113052 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8643 members 
Mstep: Class 28 contains 28287 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249440.000000 Penalty: 102059.687500
Iteration 381Q: 31 clusters Score -1.222494e+08 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38451 members 
Mstep: Class 4 contains 40565 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27347 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2975 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6073 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 16 contains 55037 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169256 members 
Mstep: Class 19 contains 4640 members 
Mstep: Class 20 contains 29317 members 
Mstep: Class 21 contains 263801 members 
Mstep: Class 22 contains 14008 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 112938 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8643 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249368.000000 Penalty: 102059.687500
Iteration 382Q: 31 clusters Score -1.222494e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38495 members 
Mstep: Class 4 contains 40564 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27345 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6074 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 16 contains 55002 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169276 members 
Mstep: Class 19 contains 4622 members 
Mstep: Class 20 contains 29318 members 
Mstep: Class 21 contains 263889 members 
Mstep: Class 22 contains 14007 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49088 members 
Mstep: Class 25 contains 112841 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8643 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249320.000000 Penalty: 102059.687500
Iteration 383Q: 31 clusters Score -1.222493e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38543 members 
Mstep: Class 4 contains 40560 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27344 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6075 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 16 contains 54952 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169313 members 
Mstep: Class 19 contains 4606 members 
Mstep: Class 20 contains 29320 members 
Mstep: Class 21 contains 263961 members 
Mstep: Class 22 contains 14007 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49088 members 
Mstep: Class 25 contains 112753 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8643 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249272.000000 Penalty: 102059.687500
Iteration 384Q: 31 clusters Score -1.222493e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38589 members 
Mstep: Class 4 contains 40564 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27342 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 3041 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6075 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 54904 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169346 members 
Mstep: Class 19 contains 4578 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 264025 members 
Mstep: Class 22 contains 14006 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49088 members 
Mstep: Class 25 contains 112683 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8644 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249120.000000 Penalty: 102059.687500
Iteration 385Q: 31 clusters Score -1.222491e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38638 members 
Mstep: Class 4 contains 40566 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27339 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6074 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54861 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169370 members 
Mstep: Class 19 contains 4556 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 264056 members 
Mstep: Class 22 contains 14006 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 112649 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8644 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249232.000000 Penalty: 102059.687500
Iteration 386Q: 31 clusters Score -1.222492e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38690 members 
Mstep: Class 4 contains 40568 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27337 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6075 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 54820 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169385 members 
Mstep: Class 19 contains 4532 members 
Mstep: Class 20 contains 29319 members 
Mstep: Class 21 contains 264111 members 
Mstep: Class 22 contains 14007 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49088 members 
Mstep: Class 25 contains 112597 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8643 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249192.000000 Penalty: 102059.687500
Iteration 387Q: 31 clusters Score -1.222492e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38746 members 
Mstep: Class 4 contains 40572 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27336 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6076 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 54780 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169402 members 
Mstep: Class 19 contains 4500 members 
Mstep: Class 20 contains 29319 members 
Mstep: Class 21 contains 264161 members 
Mstep: Class 22 contains 14006 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49088 members 
Mstep: Class 25 contains 112541 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8641 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249168.000000 Penalty: 102059.687500
Iteration 388Q: 31 clusters Score -1.222492e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38797 members 
Mstep: Class 4 contains 40577 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27336 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 54742 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169404 members 
Mstep: Class 19 contains 4469 members 
Mstep: Class 20 contains 29319 members 
Mstep: Class 21 contains 264234 members 
Mstep: Class 22 contains 14002 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49088 members 
Mstep: Class 25 contains 112480 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8638 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249072.000000 Penalty: 102059.687500
Iteration 389Q: 31 clusters Score -1.222491e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38839 members 
Mstep: Class 4 contains 40579 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27335 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 54702 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169403 members 
Mstep: Class 19 contains 4439 members 
Mstep: Class 20 contains 29322 members 
Mstep: Class 21 contains 264313 members 
Mstep: Class 22 contains 14004 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49089 members 
Mstep: Class 25 contains 112422 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8637 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249000.000000 Penalty: 102059.687500
Iteration 390Q: 31 clusters Score -1.22249e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38880 members 
Mstep: Class 4 contains 40586 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27335 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 54669 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169405 members 
Mstep: Class 19 contains 4411 members 
Mstep: Class 20 contains 29322 members 
Mstep: Class 21 contains 264367 members 
Mstep: Class 22 contains 14006 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49088 members 
Mstep: Class 25 contains 112381 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248992.000000 Penalty: 102059.687500
Iteration 391Q: 31 clusters Score -1.22249e+08 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 38941 members 
Mstep: Class 4 contains 40591 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27333 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 54628 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169403 members 
Mstep: Class 19 contains 4389 members 
Mstep: Class 20 contains 29323 members 
Mstep: Class 21 contains 264415 members 
Mstep: Class 22 contains 14011 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 112324 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8636 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249056.000000 Penalty: 102059.687500
Iteration 392Q: 31 clusters Score -1.222491e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39003 members 
Mstep: Class 4 contains 40595 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27332 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7535 members 
Mstep: Class 16 contains 54590 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169415 members 
Mstep: Class 19 contains 4367 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 264449 members 
Mstep: Class 22 contains 14010 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 112269 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8636 members 
Mstep: Class 28 contains 28287 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249032.000000 Penalty: 102059.687500
Iteration 393Q: 31 clusters Score -1.22249e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39062 members 
Mstep: Class 4 contains 40597 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27331 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 54553 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169422 members 
Mstep: Class 19 contains 4344 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 264448 members 
Mstep: Class 22 contains 14010 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 112250 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8636 members 
Mstep: Class 28 contains 28287 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248904.000000 Penalty: 102059.687500
Iteration 394Q: 31 clusters Score -1.222489e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39115 members 
Mstep: Class 4 contains 40594 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27332 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2988 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 54525 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169431 members 
Mstep: Class 19 contains 4323 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 264476 members 
Mstep: Class 22 contains 14012 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 112206 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28287 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248944.000000 Penalty: 102059.687500
Iteration 395Q: 31 clusters Score -1.222489e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39166 members 
Mstep: Class 4 contains 40592 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27332 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2990 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 54502 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169444 members 
Mstep: Class 19 contains 4294 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 264505 members 
Mstep: Class 22 contains 14013 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 112164 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28287 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249080.000000 Penalty: 102059.687500
Iteration 396Q: 31 clusters Score -1.222491e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39216 members 
Mstep: Class 4 contains 40593 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27330 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2990 members 
Mstep: Class 9 contains 3040 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 54469 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169464 members 
Mstep: Class 19 contains 4264 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 264534 members 
Mstep: Class 22 contains 14013 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 112128 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28287 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122249152.000000 Penalty: 102059.687500
Iteration 397Q: 31 clusters Score -1.222492e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39264 members 
Mstep: Class 4 contains 40593 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27323 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2990 members 
Mstep: Class 9 contains 3039 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54445 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169461 members 
Mstep: Class 19 contains 4228 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 264569 members 
Mstep: Class 22 contains 14016 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 112111 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248968.000000 Penalty: 102059.687500
Iteration 398Q: 31 clusters Score -1.22249e+08 nChanged 217
Entering ConstructFrom: 
Score: -122248968.000000 Penalty: 102059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -24645.960938 Penalty: 1328.433472
	Iteration 0F: 2 clusters Score -24645.96 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 109 members 
Entering Unmasked Estep 
Score: -23542.955078 Penalty: 2656.866943
	Iteration 0F: 3 clusters Score -23542.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -23618.636719 Penalty: 2656.866943
	Iteration 1F: 3 clusters Score -23618.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -23638.656250 Penalty: 2656.866943
	Iteration 2Q: 3 clusters Score -23638.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23642.902344 Penalty: 2656.866943
	Iteration 3Q: 3 clusters Score -23642.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -23642.902344 Penalty: 2656.866943
	Iteration 4F: 3 clusters Score -23642.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -63715.867188 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -63715.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62234.339844 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -62234.34 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62401.078125 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -62401.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -62451.476562 Penalty: 3061.163330
	Iteration 2Q: 3 clusters Score -62451.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -62471.191406 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -62471.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62478.593750 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -62478.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62484.601562 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -62484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62484.601562 Penalty: 3061.163330
	Iteration 6F: 3 clusters Score -62484.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (39301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Entering Unmasked Estep 
Score: -5482836.500000 Penalty: 2623.593262
	Iteration 0F: 2 clusters Score -5482836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -5456118.500000 Penalty: 5247.186523
	Iteration 0F: 3 clusters Score -5456118 nChanged 18040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -5466021.000000 Penalty: 5247.186523
	Iteration 1F: 3 clusters Score -5466021 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -5466465.000000 Penalty: 5247.186523
	Iteration 2Q: 3 clusters Score -5466465 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -5466923.500000 Penalty: 5247.186523
	Iteration 3Q: 3 clusters Score -5466924 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -5467326.000000 Penalty: 5247.186523
	Iteration 4Q: 3 clusters Score -5467326 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -5467802.000000 Penalty: 5247.186523
	Iteration 5Q: 3 clusters Score -5467802 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -5468580.000000 Penalty: 5247.186523
	Iteration 6Q: 3 clusters Score -5468580 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -5469743.500000 Penalty: 5247.186523
	Iteration 7F: 3 clusters Score -5469744 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -5471641.500000 Penalty: 5247.186523
	Iteration 8F: 3 clusters Score -5471642 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32479 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -5474163.000000 Penalty: 5247.186523
	Iteration 9F: 3 clusters Score -5474163 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5476758.000000 Penalty: 5247.186523
	Iteration 10F: 3 clusters Score -5476758 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5478721.000000 Penalty: 5247.186523
	Iteration 11F: 3 clusters Score -5478721 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5479739.000000 Penalty: 5247.186523
	Iteration 12Q: 3 clusters Score -5479739 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5480150.500000 Penalty: 5247.186523
	Iteration 13Q: 3 clusters Score -5480150 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5480342.000000 Penalty: 5247.186523
	Iteration 14Q: 3 clusters Score -5480342 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5480450.000000 Penalty: 5247.186523
	Iteration 15Q: 3 clusters Score -5480450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5480498.500000 Penalty: 5247.186523
	Iteration 16Q: 3 clusters Score -5480498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39010 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5480516.500000 Penalty: 5247.186523
	Iteration 17Q: 3 clusters Score -5480516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -5480529.500000 Penalty: 5247.186523
	Iteration 18Q: 3 clusters Score -5480530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -5480534.500000 Penalty: 5247.186523
	Iteration 19Q: 3 clusters Score -5480534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5480537.500000 Penalty: 5247.186523
	Iteration 20F: 3 clusters Score -5480538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5480542.000000 Penalty: 5247.186523
	Iteration 21Q: 3 clusters Score -5480542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5480545.000000 Penalty: 5247.186523
	Iteration 22Q: 3 clusters Score -5480545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5480543.000000 Penalty: 5247.186523
	Iteration 23Q: 3 clusters Score -5480543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5480547.000000 Penalty: 5247.186523
	Iteration 24Q: 3 clusters Score -5480547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5480547.000000 Penalty: 5247.186523
	Iteration 25F: 3 clusters Score -5480547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Entering Unmasked Estep 
Score: -5660794.500000 Penalty: 2631.627441
	Iteration 0F: 2 clusters Score -5660794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -5633409.500000 Penalty: 5263.254883
	Iteration 0F: 3 clusters Score -5633410 nChanged 18543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -5643459.500000 Penalty: 5263.254883
	Iteration 1F: 3 clusters Score -5643460 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -5644018.000000 Penalty: 5263.254883
	Iteration 2Q: 3 clusters Score -5644018 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -5644563.500000 Penalty: 5263.254883
	Iteration 3Q: 3 clusters Score -5644564 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -5645230.000000 Penalty: 5263.254883
	Iteration 4Q: 3 clusters Score -5645230 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -5646250.000000 Penalty: 5263.254883
	Iteration 5Q: 3 clusters Score -5646250 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -5647733.500000 Penalty: 5263.254883
	Iteration 6F: 3 clusters Score -5647734 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -5649780.500000 Penalty: 5263.254883
	Iteration 7F: 3 clusters Score -5649780 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -5652127.500000 Penalty: 5263.254883
	Iteration 8F: 3 clusters Score -5652128 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -5654438.000000 Penalty: 5263.254883
	Iteration 9F: 3 clusters Score -5654438 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5656296.000000 Penalty: 5263.254883
	Iteration 10Q: 3 clusters Score -5656296 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5657397.000000 Penalty: 5263.254883
	Iteration 11Q: 3 clusters Score -5657397 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5657978.500000 Penalty: 5263.254883
	Iteration 12Q: 3 clusters Score -5657978 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5658237.000000 Penalty: 5263.254883
	Iteration 13Q: 3 clusters Score -5658237 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5658377.000000 Penalty: 5263.254883
	Iteration 14Q: 3 clusters Score -5658377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5658430.500000 Penalty: 5263.254883
	Iteration 15Q: 3 clusters Score -5658430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -5658448.500000 Penalty: 5263.254883
	Iteration 16Q: 3 clusters Score -5658448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5658472.000000 Penalty: 5263.254883
	Iteration 17Q: 3 clusters Score -5658472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5658481.500000 Penalty: 5263.254883
	Iteration 18Q: 3 clusters Score -5658482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5658495.500000 Penalty: 5263.254883
	Iteration 19Q: 3 clusters Score -5658496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5658503.000000 Penalty: 5263.254883
	Iteration 20F: 3 clusters Score -5658503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5658505.500000 Penalty: 5263.254883
	Iteration 21Q: 3 clusters Score -5658506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5658508.500000 Penalty: 5263.254883
	Iteration 22Q: 3 clusters Score -5658508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5658511.500000 Penalty: 5263.254883
	Iteration 23Q: 3 clusters Score -5658512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5658511.500000 Penalty: 5263.254883
	Iteration 24F: 3 clusters Score -5658512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -98539.398438 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -98539.4 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 361 members 
Entering Unmasked Estep 
Score: -96951.937500 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -96951.94 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -97408.789062 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -97408.79 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -97687.132812 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -97687.13 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98025.742188 Penalty: 3292.080078
	Iteration 3F: 3 clusters Score -98025.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -98550.539062 Penalty: 3292.080078
	Iteration 4F: 3 clusters Score -98550.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -98815.085938 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -98815.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -98878.210938 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -98878.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -98888.929688 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -98888.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98894.468750 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -98894.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -98897.617188 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -98897.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -98899.679688 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -98899.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -98902.304688 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -98902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -98905.273438 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -98905.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -98913.421875 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -98913.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -98918.414062 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -98918.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -98918.414062 Penalty: 3292.080078
	Iteration 15F: 3 clusters Score -98918.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39301 members 
Mstep: Class 4 contains 40595 members 
Mstep: Class 5 contains 543 members 
Mstep: Class 6 contains 27318 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3039 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54422 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169467 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 264595 members 
Mstep: Class 22 contains 14014 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 112096 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19958 members 
Mstep: Class 31 contains 220 members 
Entering Unmasked Estep 
Score: -122247384.000000 Penalty: 105461.679688
Splitting cluster 5 changes total score from -122248968.000000 to -122247384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (27318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Entering Unmasked Estep 
Score: -3426288.750000 Penalty: 2533.394775
	Iteration 0F: 2 clusters Score -3426289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -3407426.500000 Penalty: 5066.789551
	Iteration 0F: 3 clusters Score -3407426 nChanged 12306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3414410.750000 Penalty: 5066.789551
	Iteration 1F: 3 clusters Score -3414411 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -3415089.250000 Penalty: 5066.789551
	Iteration 2F: 3 clusters Score -3415089 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3415780.750000 Penalty: 5066.789551
	Iteration 3F: 3 clusters Score -3415781 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3416634.500000 Penalty: 5066.789551
	Iteration 4F: 3 clusters Score -3416634 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3417613.500000 Penalty: 5066.789551
	Iteration 5F: 3 clusters Score -3417614 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3418609.000000 Penalty: 5066.789551
	Iteration 6F: 3 clusters Score -3418609 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3419617.750000 Penalty: 5066.789551
	Iteration 7F: 3 clusters Score -3419618 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -3420540.250000 Penalty: 5066.789551
	Iteration 8F: 3 clusters Score -3420540 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -3421395.250000 Penalty: 5066.789551
	Iteration 9Q: 3 clusters Score -3421395 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -3422077.750000 Penalty: 5066.789551
	Iteration 10Q: 3 clusters Score -3422078 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3422590.500000 Penalty: 5066.789551
	Iteration 11Q: 3 clusters Score -3422590 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -3423017.000000 Penalty: 5066.789551
	Iteration 12Q: 3 clusters Score -3423017 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -3423356.250000 Penalty: 5066.789551
	Iteration 13Q: 3 clusters Score -3423356 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3423642.500000 Penalty: 5066.789551
	Iteration 14Q: 3 clusters Score -3423642 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3423881.000000 Penalty: 5066.789551
	Iteration 15Q: 3 clusters Score -3423881 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -3424108.750000 Penalty: 5066.789551
	Iteration 16Q: 3 clusters Score -3424109 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -3424284.500000 Penalty: 5066.789551
	Iteration 17Q: 3 clusters Score -3424284 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -3424428.750000 Penalty: 5066.789551
	Iteration 18Q: 3 clusters Score -3424429 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3424527.750000 Penalty: 5066.789551
	Iteration 19Q: 3 clusters Score -3424528 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3424601.000000 Penalty: 5066.789551
	Iteration 20F: 3 clusters Score -3424601 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -3424659.750000 Penalty: 5066.789551
	Iteration 21Q: 3 clusters Score -3424660 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -3424690.750000 Penalty: 5066.789551
	Iteration 22Q: 3 clusters Score -3424691 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -3424728.750000 Penalty: 5066.789551
	Iteration 23Q: 3 clusters Score -3424729 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3424760.750000 Penalty: 5066.789551
	Iteration 24Q: 3 clusters Score -3424761 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -3424782.750000 Penalty: 5066.789551
	Iteration 25Q: 3 clusters Score -3424783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -3424789.000000 Penalty: 5066.789551
	Iteration 26Q: 3 clusters Score -3424789 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 25642 members 
Entering Unmasked Estep 
Score: -3424818.250000 Penalty: 5066.789551
	Iteration 27Q: 3 clusters Score -3424818 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3424830.000000 Penalty: 5066.789551
	Iteration 28Q: 3 clusters Score -3424830 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3424856.500000 Penalty: 5066.789551
	Iteration 29Q: 3 clusters Score -3424856 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3424871.250000 Penalty: 5066.789551
	Iteration 30Q: 3 clusters Score -3424871 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3424894.250000 Penalty: 5066.789551
	Iteration 31Q: 3 clusters Score -3424894 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -3424918.750000 Penalty: 5066.789551
	Iteration 32Q: 3 clusters Score -3424919 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3424931.750000 Penalty: 5066.789551
	Iteration 33Q: 3 clusters Score -3424932 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3424950.750000 Penalty: 5066.789551
	Iteration 34Q: 3 clusters Score -3424951 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3424969.500000 Penalty: 5066.789551
	Iteration 35Q: 3 clusters Score -3424970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3424984.250000 Penalty: 5066.789551
	Iteration 36Q: 3 clusters Score -3424984 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3425001.500000 Penalty: 5066.789551
	Iteration 37Q: 3 clusters Score -3425002 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -3425016.000000 Penalty: 5066.789551
	Iteration 38Q: 3 clusters Score -3425016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3425021.750000 Penalty: 5066.789551
	Iteration 39Q: 3 clusters Score -3425022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3425028.250000 Penalty: 5066.789551
	Iteration 40F: 3 clusters Score -3425028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -3425035.500000 Penalty: 5066.789551
	Iteration 41Q: 3 clusters Score -3425036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -3425054.500000 Penalty: 5066.789551
	Iteration 42Q: 3 clusters Score -3425054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3425060.750000 Penalty: 5066.789551
	Iteration 43Q: 3 clusters Score -3425061 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -3425070.000000 Penalty: 5066.789551
	Iteration 44Q: 3 clusters Score -3425070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 26105 members 
Entering Unmasked Estep 
Score: -3425074.750000 Penalty: 5066.789551
	Iteration 45Q: 3 clusters Score -3425075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -3425076.500000 Penalty: 5066.789551
	Iteration 46Q: 3 clusters Score -3425076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3425077.750000 Penalty: 5066.789551
	Iteration 47Q: 3 clusters Score -3425078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -3425077.750000 Penalty: 5066.789551
	Iteration 48Q: 3 clusters Score -3425078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -3425082.500000 Penalty: 5066.789551
	Iteration 49Q: 3 clusters Score -3425082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3425088.000000 Penalty: 5066.789551
	Iteration 50Q: 3 clusters Score -3425088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -3425085.000000 Penalty: 5066.789551
	Iteration 51Q: 3 clusters Score -3425085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3425086.500000 Penalty: 5066.789551
	Iteration 52Q: 3 clusters Score -3425086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3425090.250000 Penalty: 5066.789551
	Iteration 53Q: 3 clusters Score -3425090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -3425097.500000 Penalty: 5066.789551
	Iteration 54Q: 3 clusters Score -3425098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3425099.500000 Penalty: 5066.789551
	Iteration 55Q: 3 clusters Score -3425100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3425100.750000 Penalty: 5066.789551
	Iteration 56Q: 3 clusters Score -3425101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -3425099.750000 Penalty: 5066.789551
	Iteration 57Q: 3 clusters Score -3425100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3425107.000000 Penalty: 5066.789551
	Iteration 58Q: 3 clusters Score -3425107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3425105.000000 Penalty: 5066.789551
	Iteration 59Q: 3 clusters Score -3425105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3425105.000000 Penalty: 5066.789551
	Iteration 60F: 3 clusters Score -3425105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -561258.312500 Penalty: 2077.669922
	Iteration 0F: 2 clusters Score -561258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -557165.062500 Penalty: 4155.339844
	Iteration 0F: 3 clusters Score -557165.1 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -558199.875000 Penalty: 4155.339844
	Iteration 1F: 3 clusters Score -558199.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -558470.125000 Penalty: 4155.339844
	Iteration 2F: 3 clusters Score -558470.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -558695.625000 Penalty: 4155.339844
	Iteration 3F: 3 clusters Score -558695.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -558890.687500 Penalty: 4155.339844
	Iteration 4F: 3 clusters Score -558890.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -559034.187500 Penalty: 4155.339844
	Iteration 5Q: 3 clusters Score -559034.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -559162.125000 Penalty: 4155.339844
	Iteration 6Q: 3 clusters Score -559162.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -559297.750000 Penalty: 4155.339844
	Iteration 7Q: 3 clusters Score -559297.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -559428.250000 Penalty: 4155.339844
	Iteration 8Q: 3 clusters Score -559428.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -559530.500000 Penalty: 4155.339844
	Iteration 9Q: 3 clusters Score -559530.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -559596.125000 Penalty: 4155.339844
	Iteration 10Q: 3 clusters Score -559596.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -559641.750000 Penalty: 4155.339844
	Iteration 11Q: 3 clusters Score -559641.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -559668.125000 Penalty: 4155.339844
	Iteration 12Q: 3 clusters Score -559668.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -559684.875000 Penalty: 4155.339844
	Iteration 13Q: 3 clusters Score -559684.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -559704.187500 Penalty: 4155.339844
	Iteration 14Q: 3 clusters Score -559704.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -559720.625000 Penalty: 4155.339844
	Iteration 15Q: 3 clusters Score -559720.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -559735.750000 Penalty: 4155.339844
	Iteration 16Q: 3 clusters Score -559735.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -559744.062500 Penalty: 4155.339844
	Iteration 17Q: 3 clusters Score -559744.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -559754.250000 Penalty: 4155.339844
	Iteration 18Q: 3 clusters Score -559754.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -559762.625000 Penalty: 4155.339844
	Iteration 19Q: 3 clusters Score -559762.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -559772.062500 Penalty: 4155.339844
	Iteration 20F: 3 clusters Score -559772.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -559774.500000 Penalty: 4155.339844
	Iteration 21Q: 3 clusters Score -559774.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -559778.562500 Penalty: 4155.339844
	Iteration 22Q: 3 clusters Score -559778.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -559779.687500 Penalty: 4155.339844
	Iteration 23Q: 3 clusters Score -559779.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -559782.500000 Penalty: 4155.339844
	Iteration 24Q: 3 clusters Score -559782.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -559783.875000 Penalty: 4155.339844
	Iteration 25Q: 3 clusters Score -559783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -559783.875000 Penalty: 4155.339844
	Iteration 26Q: 3 clusters Score -559783.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -559783.875000 Penalty: 4155.339844
	Iteration 27F: 3 clusters Score -559783.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Entering Unmasked Estep 
Score: -424981.500000 Penalty: 1984.502075
	Iteration 0F: 2 clusters Score -424981.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -421726.406250 Penalty: 3969.004150
	Iteration 0F: 3 clusters Score -421726.4 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -422379.031250 Penalty: 3969.004150
	Iteration 1F: 3 clusters Score -422379 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -422537.375000 Penalty: 3969.004150
	Iteration 2F: 3 clusters Score -422537.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -422634.656250 Penalty: 3969.004150
	Iteration 3F: 3 clusters Score -422634.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -422702.156250 Penalty: 3969.004150
	Iteration 4Q: 3 clusters Score -422702.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -422747.125000 Penalty: 3969.004150
	Iteration 5Q: 3 clusters Score -422747.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -422781.500000 Penalty: 3969.004150
	Iteration 6Q: 3 clusters Score -422781.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -422804.218750 Penalty: 3969.004150
	Iteration 7Q: 3 clusters Score -422804.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -422821.031250 Penalty: 3969.004150
	Iteration 8Q: 3 clusters Score -422821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -422827.125000 Penalty: 3969.004150
	Iteration 9Q: 3 clusters Score -422827.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -422831.812500 Penalty: 3969.004150
	Iteration 10Q: 3 clusters Score -422831.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -422834.625000 Penalty: 3969.004150
	Iteration 11Q: 3 clusters Score -422834.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -422837.968750 Penalty: 3969.004150
	Iteration 12Q: 3 clusters Score -422838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -422842.125000 Penalty: 3969.004150
	Iteration 13Q: 3 clusters Score -422842.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -422847.281250 Penalty: 3969.004150
	Iteration 14Q: 3 clusters Score -422847.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -422853.250000 Penalty: 3969.004150
	Iteration 15Q: 3 clusters Score -422853.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -422857.093750 Penalty: 3969.004150
	Iteration 16Q: 3 clusters Score -422857.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -422858.937500 Penalty: 3969.004150
	Iteration 17Q: 3 clusters Score -422858.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -422860.312500 Penalty: 3969.004150
	Iteration 18Q: 3 clusters Score -422860.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -422863.406250 Penalty: 3969.004150
	Iteration 19Q: 3 clusters Score -422863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -422864.656250 Penalty: 3969.004150
	Iteration 20F: 3 clusters Score -422864.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -422867.562500 Penalty: 3969.004150
	Iteration 21Q: 3 clusters Score -422867.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -422869.437500 Penalty: 3969.004150
	Iteration 22Q: 3 clusters Score -422869.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -422869.593750 Penalty: 3969.004150
	Iteration 23Q: 3 clusters Score -422869.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -422869.781250 Penalty: 3969.004150
	Iteration 24Q: 3 clusters Score -422869.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -422869.781250 Penalty: 3969.004150
	Iteration 25F: 3 clusters Score -422869.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Entering Unmasked Estep 
Score: -392089.468750 Penalty: 1988.782471
	Iteration 0F: 2 clusters Score -392089.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -388896.500000 Penalty: 3977.564941
	Iteration 0F: 3 clusters Score -388896.5 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -389636.968750 Penalty: 3977.564941
	Iteration 1F: 3 clusters Score -389637 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -389832.250000 Penalty: 3977.564941
	Iteration 2F: 3 clusters Score -389832.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -390031.500000 Penalty: 3977.564941
	Iteration 3F: 3 clusters Score -390031.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -390243.187500 Penalty: 3977.564941
	Iteration 4F: 3 clusters Score -390243.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -390377.812500 Penalty: 3977.564941
	Iteration 5Q: 3 clusters Score -390377.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -390506.656250 Penalty: 3977.564941
	Iteration 6Q: 3 clusters Score -390506.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -390637.468750 Penalty: 3977.564941
	Iteration 7Q: 3 clusters Score -390637.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -390747.312500 Penalty: 3977.564941
	Iteration 8Q: 3 clusters Score -390747.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -390872.375000 Penalty: 3977.564941
	Iteration 9Q: 3 clusters Score -390872.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -390999.031250 Penalty: 3977.564941
	Iteration 10Q: 3 clusters Score -390999 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -391114.031250 Penalty: 3977.564941
	Iteration 11Q: 3 clusters Score -391114 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -391223.593750 Penalty: 3977.564941
	Iteration 12Q: 3 clusters Score -391223.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -391300.593750 Penalty: 3977.564941
	Iteration 13Q: 3 clusters Score -391300.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -391363.343750 Penalty: 3977.564941
	Iteration 14Q: 3 clusters Score -391363.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -391415.187500 Penalty: 3977.564941
	Iteration 15Q: 3 clusters Score -391415.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -391463.531250 Penalty: 3977.564941
	Iteration 16Q: 3 clusters Score -391463.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -391496.125000 Penalty: 3977.564941
	Iteration 17Q: 3 clusters Score -391496.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -391516.281250 Penalty: 3977.564941
	Iteration 18Q: 3 clusters Score -391516.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -391529.343750 Penalty: 3977.564941
	Iteration 19Q: 3 clusters Score -391529.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -391544.343750 Penalty: 3977.564941
	Iteration 20F: 3 clusters Score -391544.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -391555.562500 Penalty: 3977.564941
	Iteration 21Q: 3 clusters Score -391555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -391557.312500 Penalty: 3977.564941
	Iteration 22Q: 3 clusters Score -391557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -391559.031250 Penalty: 3977.564941
	Iteration 23Q: 3 clusters Score -391559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -391560.718750 Penalty: 3977.564941
	Iteration 24Q: 3 clusters Score -391560.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -391560.906250 Penalty: 3977.564941
	Iteration 25Q: 3 clusters Score -391560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -391562.375000 Penalty: 3977.564941
	Iteration 26Q: 3 clusters Score -391562.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -391562.625000 Penalty: 3977.564941
	Iteration 27Q: 3 clusters Score -391562.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -391562.625000 Penalty: 3977.564941
	Iteration 28F: 3 clusters Score -391562.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -167437.000000 Penalty: 1765.067017
	Iteration 0F: 2 clusters Score -167437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -165339.750000 Penalty: 3530.134033
	Iteration 0F: 3 clusters Score -165339.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -165687.984375 Penalty: 3530.134033
	Iteration 1F: 3 clusters Score -165688 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -165795.203125 Penalty: 3530.134033
	Iteration 2F: 3 clusters Score -165795.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -165836.859375 Penalty: 3530.134033
	Iteration 3Q: 3 clusters Score -165836.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -165855.921875 Penalty: 3530.134033
	Iteration 4Q: 3 clusters Score -165855.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -165868.046875 Penalty: 3530.134033
	Iteration 5Q: 3 clusters Score -165868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -165882.656250 Penalty: 3530.134033
	Iteration 6Q: 3 clusters Score -165882.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -165894.140625 Penalty: 3530.134033
	Iteration 7Q: 3 clusters Score -165894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -165903.093750 Penalty: 3530.134033
	Iteration 8Q: 3 clusters Score -165903.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -165915.109375 Penalty: 3530.134033
	Iteration 9Q: 3 clusters Score -165915.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -165920.250000 Penalty: 3530.134033
	Iteration 10Q: 3 clusters Score -165920.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -165925.250000 Penalty: 3530.134033
	Iteration 11Q: 3 clusters Score -165925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -165927.875000 Penalty: 3530.134033
	Iteration 12Q: 3 clusters Score -165927.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -165928.859375 Penalty: 3530.134033
	Iteration 13Q: 3 clusters Score -165928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -165929.812500 Penalty: 3530.134033
	Iteration 14Q: 3 clusters Score -165929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -165930.406250 Penalty: 3530.134033
	Iteration 15Q: 3 clusters Score -165930.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -165930.406250 Penalty: 3530.134033
	Iteration 16F: 3 clusters Score -165930.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Entering Unmasked Estep 
Score: -2233842.500000 Penalty: 2406.334229
	Iteration 0F: 2 clusters Score -2233842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2222050.000000 Penalty: 4812.668457
	Iteration 0F: 3 clusters Score -2222050 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2225855.750000 Penalty: 4812.668457
	Iteration 1F: 3 clusters Score -2225856 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -2226219.000000 Penalty: 4812.668457
	Iteration 2F: 3 clusters Score -2226219 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2226508.250000 Penalty: 4812.668457
	Iteration 3Q: 3 clusters Score -2226508 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2226728.750000 Penalty: 4812.668457
	Iteration 4Q: 3 clusters Score -2226729 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2226920.000000 Penalty: 4812.668457
	Iteration 5Q: 3 clusters Score -2226920 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -2227103.500000 Penalty: 4812.668457
	Iteration 6Q: 3 clusters Score -2227104 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -2227287.250000 Penalty: 4812.668457
	Iteration 7Q: 3 clusters Score -2227287 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2227509.250000 Penalty: 4812.668457
	Iteration 8Q: 3 clusters Score -2227509 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2227734.250000 Penalty: 4812.668457
	Iteration 9Q: 3 clusters Score -2227734 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2227972.000000 Penalty: 4812.668457
	Iteration 10Q: 3 clusters Score -2227972 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2228259.500000 Penalty: 4812.668457
	Iteration 11Q: 3 clusters Score -2228260 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2228592.250000 Penalty: 4812.668457
	Iteration 12Q: 3 clusters Score -2228592 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -2228960.250000 Penalty: 4812.668457
	Iteration 13Q: 3 clusters Score -2228960 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2229326.000000 Penalty: 4812.668457
	Iteration 14Q: 3 clusters Score -2229326 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2229670.750000 Penalty: 4812.668457
	Iteration 15Q: 3 clusters Score -2229671 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2230004.750000 Penalty: 4812.668457
	Iteration 16Q: 3 clusters Score -2230005 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2230314.500000 Penalty: 4812.668457
	Iteration 17Q: 3 clusters Score -2230314 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -2230557.250000 Penalty: 4812.668457
	Iteration 18Q: 3 clusters Score -2230557 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2230762.750000 Penalty: 4812.668457
	Iteration 19Q: 3 clusters Score -2230763 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2230928.750000 Penalty: 4812.668457
	Iteration 20F: 3 clusters Score -2230929 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2231064.750000 Penalty: 4812.668457
	Iteration 21Q: 3 clusters Score -2231065 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -2231192.000000 Penalty: 4812.668457
	Iteration 22Q: 3 clusters Score -2231192 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2231272.250000 Penalty: 4812.668457
	Iteration 23Q: 3 clusters Score -2231272 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -2231356.750000 Penalty: 4812.668457
	Iteration 24Q: 3 clusters Score -2231357 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2231410.000000 Penalty: 4812.668457
	Iteration 25Q: 3 clusters Score -2231410 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2231458.750000 Penalty: 4812.668457
	Iteration 26Q: 3 clusters Score -2231459 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -2231494.000000 Penalty: 4812.668457
	Iteration 27Q: 3 clusters Score -2231494 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -2231532.750000 Penalty: 4812.668457
	Iteration 28Q: 3 clusters Score -2231533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2231559.500000 Penalty: 4812.668457
	Iteration 29Q: 3 clusters Score -2231560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2231576.250000 Penalty: 4812.668457
	Iteration 30Q: 3 clusters Score -2231576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2231592.250000 Penalty: 4812.668457
	Iteration 31Q: 3 clusters Score -2231592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -2231616.750000 Penalty: 4812.668457
	Iteration 32Q: 3 clusters Score -2231617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -2231638.750000 Penalty: 4812.668457
	Iteration 33Q: 3 clusters Score -2231639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2231654.750000 Penalty: 4812.668457
	Iteration 34Q: 3 clusters Score -2231655 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -2231670.750000 Penalty: 4812.668457
	Iteration 35Q: 3 clusters Score -2231671 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2231683.250000 Penalty: 4812.668457
	Iteration 36Q: 3 clusters Score -2231683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2231691.750000 Penalty: 4812.668457
	Iteration 37Q: 3 clusters Score -2231692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2231698.750000 Penalty: 4812.668457
	Iteration 38Q: 3 clusters Score -2231699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2231704.250000 Penalty: 4812.668457
	Iteration 39Q: 3 clusters Score -2231704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2231714.500000 Penalty: 4812.668457
	Iteration 40F: 3 clusters Score -2231714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -2231725.000000 Penalty: 4812.668457
	Iteration 41Q: 3 clusters Score -2231725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2231730.750000 Penalty: 4812.668457
	Iteration 42Q: 3 clusters Score -2231731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2231737.750000 Penalty: 4812.668457
	Iteration 43Q: 3 clusters Score -2231738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2231740.250000 Penalty: 4812.668457
	Iteration 44Q: 3 clusters Score -2231740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2231742.500000 Penalty: 4812.668457
	Iteration 45Q: 3 clusters Score -2231742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2231750.250000 Penalty: 4812.668457
	Iteration 46Q: 3 clusters Score -2231750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2231757.750000 Penalty: 4812.668457
	Iteration 47Q: 3 clusters Score -2231758 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -2231761.000000 Penalty: 4812.668457
	Iteration 48Q: 3 clusters Score -2231761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2231763.000000 Penalty: 4812.668457
	Iteration 49Q: 3 clusters Score -2231763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2231765.250000 Penalty: 4812.668457
	Iteration 50Q: 3 clusters Score -2231765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2231768.250000 Penalty: 4812.668457
	Iteration 51Q: 3 clusters Score -2231768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2231771.000000 Penalty: 4812.668457
	Iteration 52Q: 3 clusters Score -2231771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2231771.000000 Penalty: 4812.668457
	Iteration 53F: 3 clusters Score -2231771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -59301.113281 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -59301.11 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 218 members 
Entering Unmasked Estep 
Score: -57958.699219 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -57958.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -58232.261719 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -58232.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -58397.066406 Penalty: 3041.088379
	Iteration 2F: 3 clusters Score -58397.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -58613.625000 Penalty: 3041.088379
	Iteration 3F: 3 clusters Score -58613.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -59003.488281 Penalty: 3041.088379
	Iteration 4F: 3 clusters Score -59003.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -59123.816406 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -59123.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -59157.816406 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -59157.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -59190.820312 Penalty: 3041.088379
	Iteration 7Q: 3 clusters Score -59190.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -59224.804688 Penalty: 3041.088379
	Iteration 8Q: 3 clusters Score -59224.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -59237.457031 Penalty: 3041.088379
	Iteration 9Q: 3 clusters Score -59237.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -59245.675781 Penalty: 3041.088379
	Iteration 10Q: 3 clusters Score -59245.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -59261.800781 Penalty: 3041.088379
	Iteration 11Q: 3 clusters Score -59261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -59286.871094 Penalty: 3041.088379
	Iteration 12Q: 3 clusters Score -59286.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -59308.632812 Penalty: 3041.088379
	Iteration 13Q: 3 clusters Score -59308.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -59313.140625 Penalty: 3041.088379
	Iteration 14Q: 3 clusters Score -59313.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -59313.140625 Penalty: 3041.088379
	Iteration 15F: 3 clusters Score -59313.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39301 members 
Mstep: Class 4 contains 40595 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27318 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3039 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 373 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54422 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169467 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 264595 members 
Mstep: Class 22 contains 14014 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 112096 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19958 members 
Mstep: Class 31 contains 87 members 
Entering Unmasked Estep 
Score: -122246936.000000 Penalty: 105461.679688
Splitting cluster 12 changes total score from -122248968.000000 to -122246936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27452.921875 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27452.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26242.230469 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26242.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -26414.056641 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26414.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26507.558594 Penalty: 2726.595459
	Iteration 2F: 3 clusters Score -26507.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26560.023438 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26560.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26644.197266 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -26644.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26689.281250 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -26689.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26720.134766 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -26720.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26720.134766 Penalty: 2726.595459
	Iteration 7F: 3 clusters Score -26720.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -819112.437500 Penalty: 2160.642090
	Iteration 0F: 2 clusters Score -819112.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -813976.625000 Penalty: 4321.284180
	Iteration 0F: 3 clusters Score -813976.6 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -815351.187500 Penalty: 4321.284180
	Iteration 1F: 3 clusters Score -815351.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -815672.625000 Penalty: 4321.284180
	Iteration 2F: 3 clusters Score -815672.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -815944.562500 Penalty: 4321.284180
	Iteration 3F: 3 clusters Score -815944.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -816192.500000 Penalty: 4321.284180
	Iteration 4F: 3 clusters Score -816192.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -816392.812500 Penalty: 4321.284180
	Iteration 5Q: 3 clusters Score -816392.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -816569.062500 Penalty: 4321.284180
	Iteration 6Q: 3 clusters Score -816569.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -816716.687500 Penalty: 4321.284180
	Iteration 7Q: 3 clusters Score -816716.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -816851.250000 Penalty: 4321.284180
	Iteration 8Q: 3 clusters Score -816851.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -816962.437500 Penalty: 4321.284180
	Iteration 9Q: 3 clusters Score -816962.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -817042.937500 Penalty: 4321.284180
	Iteration 10Q: 3 clusters Score -817042.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -817109.375000 Penalty: 4321.284180
	Iteration 11Q: 3 clusters Score -817109.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -817163.187500 Penalty: 4321.284180
	Iteration 12Q: 3 clusters Score -817163.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -817203.750000 Penalty: 4321.284180
	Iteration 13Q: 3 clusters Score -817203.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -817237.125000 Penalty: 4321.284180
	Iteration 14Q: 3 clusters Score -817237.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -817290.250000 Penalty: 4321.284180
	Iteration 15Q: 3 clusters Score -817290.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -817366.750000 Penalty: 4321.284180
	Iteration 16Q: 3 clusters Score -817366.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -817440.562500 Penalty: 4321.284180
	Iteration 17Q: 3 clusters Score -817440.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -817498.750000 Penalty: 4321.284180
	Iteration 18Q: 3 clusters Score -817498.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -817552.562500 Penalty: 4321.284180
	Iteration 19Q: 3 clusters Score -817552.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -817602.062500 Penalty: 4321.284180
	Iteration 20F: 3 clusters Score -817602.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -817637.687500 Penalty: 4321.284180
	Iteration 21Q: 3 clusters Score -817637.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -817680.250000 Penalty: 4321.284180
	Iteration 22Q: 3 clusters Score -817680.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -817714.125000 Penalty: 4321.284180
	Iteration 23Q: 3 clusters Score -817714.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -817737.812500 Penalty: 4321.284180
	Iteration 24Q: 3 clusters Score -817737.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -817762.375000 Penalty: 4321.284180
	Iteration 25Q: 3 clusters Score -817762.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -817784.437500 Penalty: 4321.284180
	Iteration 26Q: 3 clusters Score -817784.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -817804.437500 Penalty: 4321.284180
	Iteration 27Q: 3 clusters Score -817804.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -817828.750000 Penalty: 4321.284180
	Iteration 28Q: 3 clusters Score -817828.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -817846.687500 Penalty: 4321.284180
	Iteration 29Q: 3 clusters Score -817846.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -817861.875000 Penalty: 4321.284180
	Iteration 30Q: 3 clusters Score -817861.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -817870.875000 Penalty: 4321.284180
	Iteration 31Q: 3 clusters Score -817870.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -817881.062500 Penalty: 4321.284180
	Iteration 32Q: 3 clusters Score -817881.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -817889.750000 Penalty: 4321.284180
	Iteration 33Q: 3 clusters Score -817889.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -817901.250000 Penalty: 4321.284180
	Iteration 34Q: 3 clusters Score -817901.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -817907.750000 Penalty: 4321.284180
	Iteration 35Q: 3 clusters Score -817907.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -817917.000000 Penalty: 4321.284180
	Iteration 36Q: 3 clusters Score -817917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -817934.250000 Penalty: 4321.284180
	Iteration 37Q: 3 clusters Score -817934.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -817948.625000 Penalty: 4321.284180
	Iteration 38Q: 3 clusters Score -817948.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -817960.562500 Penalty: 4321.284180
	Iteration 39Q: 3 clusters Score -817960.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -817974.812500 Penalty: 4321.284180
	Iteration 40F: 3 clusters Score -817974.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -817984.062500 Penalty: 4321.284180
	Iteration 41Q: 3 clusters Score -817984.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -817990.562500 Penalty: 4321.284180
	Iteration 42Q: 3 clusters Score -817990.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -818003.687500 Penalty: 4321.284180
	Iteration 43Q: 3 clusters Score -818003.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -818013.625000 Penalty: 4321.284180
	Iteration 44Q: 3 clusters Score -818013.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -818020.937500 Penalty: 4321.284180
	Iteration 45Q: 3 clusters Score -818020.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -818025.250000 Penalty: 4321.284180
	Iteration 46Q: 3 clusters Score -818025.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -818030.250000 Penalty: 4321.284180
	Iteration 47Q: 3 clusters Score -818030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -818031.250000 Penalty: 4321.284180
	Iteration 48Q: 3 clusters Score -818031.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -818031.187500 Penalty: 4321.284180
	Iteration 49Q: 3 clusters Score -818031.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -818031.187500 Penalty: 4321.284180
	Iteration 50F: 3 clusters Score -818031.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Entering Unmasked Estep 
Score: -1040611.812500 Penalty: 2214.039795
	Iteration 0F: 2 clusters Score -1040612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1034523.562500 Penalty: 4428.079590
	Iteration 0F: 3 clusters Score -1034524 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1036108.812500 Penalty: 4428.079590
	Iteration 1F: 3 clusters Score -1036109 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1036445.500000 Penalty: 4428.079590
	Iteration 2F: 3 clusters Score -1036446 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1036743.000000 Penalty: 4428.079590
	Iteration 3F: 3 clusters Score -1036743 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1037007.250000 Penalty: 4428.079590
	Iteration 4F: 3 clusters Score -1037007 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1037281.437500 Penalty: 4428.079590
	Iteration 5F: 3 clusters Score -1037281 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1037569.437500 Penalty: 4428.079590
	Iteration 6F: 3 clusters Score -1037569 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1037809.250000 Penalty: 4428.079590
	Iteration 7Q: 3 clusters Score -1037809 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1038052.437500 Penalty: 4428.079590
	Iteration 8Q: 3 clusters Score -1038052 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1038246.375000 Penalty: 4428.079590
	Iteration 9Q: 3 clusters Score -1038246 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1038384.312500 Penalty: 4428.079590
	Iteration 10Q: 3 clusters Score -1038384 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1038496.125000 Penalty: 4428.079590
	Iteration 11Q: 3 clusters Score -1038496 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1038620.625000 Penalty: 4428.079590
	Iteration 12Q: 3 clusters Score -1038621 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1038732.250000 Penalty: 4428.079590
	Iteration 13Q: 3 clusters Score -1038732 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1038852.125000 Penalty: 4428.079590
	Iteration 14Q: 3 clusters Score -1038852 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1038982.437500 Penalty: 4428.079590
	Iteration 15Q: 3 clusters Score -1038982 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1039120.125000 Penalty: 4428.079590
	Iteration 16Q: 3 clusters Score -1039120 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1039239.562500 Penalty: 4428.079590
	Iteration 17Q: 3 clusters Score -1039240 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1039337.250000 Penalty: 4428.079590
	Iteration 18Q: 3 clusters Score -1039337 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1039436.062500 Penalty: 4428.079590
	Iteration 19Q: 3 clusters Score -1039436 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1039518.687500 Penalty: 4428.079590
	Iteration 20F: 3 clusters Score -1039519 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1039585.437500 Penalty: 4428.079590
	Iteration 21Q: 3 clusters Score -1039585 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1039639.250000 Penalty: 4428.079590
	Iteration 22Q: 3 clusters Score -1039639 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1039687.812500 Penalty: 4428.079590
	Iteration 23Q: 3 clusters Score -1039688 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1039717.875000 Penalty: 4428.079590
	Iteration 24Q: 3 clusters Score -1039718 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1039745.687500 Penalty: 4428.079590
	Iteration 25Q: 3 clusters Score -1039746 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1039770.562500 Penalty: 4428.079590
	Iteration 26Q: 3 clusters Score -1039771 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1039787.125000 Penalty: 4428.079590
	Iteration 27Q: 3 clusters Score -1039787 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1039800.625000 Penalty: 4428.079590
	Iteration 28Q: 3 clusters Score -1039801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1039809.875000 Penalty: 4428.079590
	Iteration 29Q: 3 clusters Score -1039810 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1039822.562500 Penalty: 4428.079590
	Iteration 30Q: 3 clusters Score -1039823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1039834.000000 Penalty: 4428.079590
	Iteration 31Q: 3 clusters Score -1039834 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1039840.750000 Penalty: 4428.079590
	Iteration 32Q: 3 clusters Score -1039841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1039850.187500 Penalty: 4428.079590
	Iteration 33Q: 3 clusters Score -1039850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1039859.250000 Penalty: 4428.079590
	Iteration 34Q: 3 clusters Score -1039859 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1039867.125000 Penalty: 4428.079590
	Iteration 35Q: 3 clusters Score -1039867 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1039879.375000 Penalty: 4428.079590
	Iteration 36Q: 3 clusters Score -1039879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1039883.437500 Penalty: 4428.079590
	Iteration 37Q: 3 clusters Score -1039883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1039888.562500 Penalty: 4428.079590
	Iteration 38Q: 3 clusters Score -1039889 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1039891.062500 Penalty: 4428.079590
	Iteration 39Q: 3 clusters Score -1039891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1039893.187500 Penalty: 4428.079590
	Iteration 40F: 3 clusters Score -1039893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1039897.062500 Penalty: 4428.079590
	Iteration 41Q: 3 clusters Score -1039897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1039900.937500 Penalty: 4428.079590
	Iteration 42Q: 3 clusters Score -1039901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1039903.875000 Penalty: 4428.079590
	Iteration 43Q: 3 clusters Score -1039904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1039903.375000 Penalty: 4428.079590
	Iteration 44Q: 3 clusters Score -1039903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1039907.125000 Penalty: 4428.079590
	Iteration 45Q: 3 clusters Score -1039907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1039906.000000 Penalty: 4428.079590
	Iteration 46Q: 3 clusters Score -1039906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1039909.875000 Penalty: 4428.079590
	Iteration 47Q: 3 clusters Score -1039910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1039911.562500 Penalty: 4428.079590
	Iteration 48Q: 3 clusters Score -1039912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1039911.875000 Penalty: 4428.079590
	Iteration 49Q: 3 clusters Score -1039912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1039912.125000 Penalty: 4428.079590
	Iteration 50Q: 3 clusters Score -1039912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1039911.750000 Penalty: 4428.079590
	Iteration 51Q: 3 clusters Score -1039912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1039911.750000 Penalty: 4428.079590
	Iteration 52F: 3 clusters Score -1039912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Entering Unmasked Estep 
Score: -7203425.500000 Penalty: 2704.322021
	Iteration 0F: 2 clusters Score -7203426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -7166901.500000 Penalty: 5408.644043
	Iteration 0F: 3 clusters Score -7166902 nChanged 25161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -7181194.000000 Penalty: 5408.644043
	Iteration 1F: 3 clusters Score -7181194 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -7182049.000000 Penalty: 5408.644043
	Iteration 2Q: 3 clusters Score -7182049 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -7182831.500000 Penalty: 5408.644043
	Iteration 3Q: 3 clusters Score -7182832 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -7183598.000000 Penalty: 5408.644043
	Iteration 4Q: 3 clusters Score -7183598 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -7184394.500000 Penalty: 5408.644043
	Iteration 5Q: 3 clusters Score -7184394 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -7185197.000000 Penalty: 5408.644043
	Iteration 6Q: 3 clusters Score -7185197 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -7186146.000000 Penalty: 5408.644043
	Iteration 7Q: 3 clusters Score -7186146 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -7187231.000000 Penalty: 5408.644043
	Iteration 8Q: 3 clusters Score -7187231 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -7188598.500000 Penalty: 5408.644043
	Iteration 9Q: 3 clusters Score -7188598 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -7190130.500000 Penalty: 5408.644043
	Iteration 10Q: 3 clusters Score -7190130 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -7191943.000000 Penalty: 5408.644043
	Iteration 11F: 3 clusters Score -7191943 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -7193801.000000 Penalty: 5408.644043
	Iteration 12Q: 3 clusters Score -7193801 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -7195423.000000 Penalty: 5408.644043
	Iteration 13Q: 3 clusters Score -7195423 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -7196899.500000 Penalty: 5408.644043
	Iteration 14Q: 3 clusters Score -7196900 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50145 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -7198134.500000 Penalty: 5408.644043
	Iteration 15Q: 3 clusters Score -7198134 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7199181.000000 Penalty: 5408.644043
	Iteration 16Q: 3 clusters Score -7199181 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7199899.000000 Penalty: 5408.644043
	Iteration 17Q: 3 clusters Score -7199899 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52833 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7200281.000000 Penalty: 5408.644043
	Iteration 18Q: 3 clusters Score -7200281 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53214 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7200586.500000 Penalty: 5408.644043
	Iteration 19Q: 3 clusters Score -7200586 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -7200793.500000 Penalty: 5408.644043
	Iteration 20F: 3 clusters Score -7200794 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7200915.000000 Penalty: 5408.644043
	Iteration 21Q: 3 clusters Score -7200915 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7200993.000000 Penalty: 5408.644043
	Iteration 22Q: 3 clusters Score -7200993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53787 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7201031.500000 Penalty: 5408.644043
	Iteration 23Q: 3 clusters Score -7201032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7201068.500000 Penalty: 5408.644043
	Iteration 24Q: 3 clusters Score -7201068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53856 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7201099.000000 Penalty: 5408.644043
	Iteration 25Q: 3 clusters Score -7201099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53881 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7201122.500000 Penalty: 5408.644043
	Iteration 26Q: 3 clusters Score -7201122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7201129.000000 Penalty: 5408.644043
	Iteration 27Q: 3 clusters Score -7201129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53911 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -7201142.500000 Penalty: 5408.644043
	Iteration 28Q: 3 clusters Score -7201142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -7201148.500000 Penalty: 5408.644043
	Iteration 29Q: 3 clusters Score -7201148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7201158.000000 Penalty: 5408.644043
	Iteration 30Q: 3 clusters Score -7201158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7201161.500000 Penalty: 5408.644043
	Iteration 31Q: 3 clusters Score -7201162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7201169.000000 Penalty: 5408.644043
	Iteration 32Q: 3 clusters Score -7201169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7201184.000000 Penalty: 5408.644043
	Iteration 33Q: 3 clusters Score -7201184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53967 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7201188.000000 Penalty: 5408.644043
	Iteration 34Q: 3 clusters Score -7201188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53972 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7201188.500000 Penalty: 5408.644043
	Iteration 35Q: 3 clusters Score -7201188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7201195.500000 Penalty: 5408.644043
	Iteration 36Q: 3 clusters Score -7201196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7201193.500000 Penalty: 5408.644043
	Iteration 37Q: 3 clusters Score -7201194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7201193.500000 Penalty: 5408.644043
	Iteration 38F: 3 clusters Score -7201194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -49822.472656 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -49822.47 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 177 members 
Entering Unmasked Estep 
Score: -48456.128906 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -48456.13 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48672.988281 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -48672.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48786.898438 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -48786.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -48842.933594 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -48842.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48883.066406 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -48883.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -48952.613281 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -48952.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -49067.937500 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -49067.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -49123.507812 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -49123.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -49203.757812 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -49203.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -49249.054688 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -49249.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -49281.941406 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -49281.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -49287.527344 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -49287.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -49289.515625 Penalty: 2976.701660
	Iteration 12Q: 3 clusters Score -49289.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -49289.515625 Penalty: 2976.701660
	Iteration 13F: 3 clusters Score -49289.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169467 members 
Entering Unmasked Estep 
Score: -23158194.000000 Penalty: 2986.022705
	Iteration 0F: 2 clusters Score -2.315819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 85003 members 
Entering Unmasked Estep 
Score: -23048148.000000 Penalty: 5972.045410
	Iteration 0F: 3 clusters Score -2.304815e+07 nChanged 81639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79201 members 
Mstep: Class 2 contains 90266 members 
Entering Unmasked Estep 
Score: -23096498.000000 Penalty: 5972.045410
	Iteration 1F: 3 clusters Score -2.30965e+07 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75438 members 
Mstep: Class 2 contains 94029 members 
Entering Unmasked Estep 
Score: -23098372.000000 Penalty: 5972.045410
	Iteration 2Q: 3 clusters Score -2.309837e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69299 members 
Mstep: Class 2 contains 100168 members 
Entering Unmasked Estep 
Score: -23102312.000000 Penalty: 5972.045410
	Iteration 3Q: 3 clusters Score -2.310231e+07 nChanged 10842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Mstep: Class 2 contains 109080 members 
Entering Unmasked Estep 
Score: -23109132.000000 Penalty: 5972.045410
	Iteration 4F: 3 clusters Score -2.310913e+07 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 120864 members 
Entering Unmasked Estep 
Score: -23119492.000000 Penalty: 5972.045410
	Iteration 5F: 3 clusters Score -2.311949e+07 nChanged 14267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 133571 members 
Entering Unmasked Estep 
Score: -23130926.000000 Penalty: 5972.045410
	Iteration 6F: 3 clusters Score -2.313093e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 144766 members 
Entering Unmasked Estep 
Score: -23140494.000000 Penalty: 5972.045410
	Iteration 7F: 3 clusters Score -2.314049e+07 nChanged 8910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 153142 members 
Entering Unmasked Estep 
Score: -23146584.000000 Penalty: 5972.045410
	Iteration 8F: 3 clusters Score -2.314658e+07 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 158700 members 
Entering Unmasked Estep 
Score: -23150382.000000 Penalty: 5972.045410
	Iteration 9Q: 3 clusters Score -2.315038e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 162108 members 
Entering Unmasked Estep 
Score: -23152852.000000 Penalty: 5972.045410
	Iteration 10Q: 3 clusters Score -2.315285e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 164152 members 
Entering Unmasked Estep 
Score: -23154366.000000 Penalty: 5972.045410
	Iteration 11Q: 3 clusters Score -2.315437e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 165355 members 
Entering Unmasked Estep 
Score: -23155216.000000 Penalty: 5972.045410
	Iteration 12Q: 3 clusters Score -2.315522e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 166100 members 
Entering Unmasked Estep 
Score: -23155596.000000 Penalty: 5972.045410
	Iteration 13Q: 3 clusters Score -2.31556e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 166564 members 
Entering Unmasked Estep 
Score: -23155762.000000 Penalty: 5972.045410
	Iteration 14Q: 3 clusters Score -2.315576e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 166866 members 
Entering Unmasked Estep 
Score: -23155914.000000 Penalty: 5972.045410
	Iteration 15Q: 3 clusters Score -2.315591e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 167047 members 
Entering Unmasked Estep 
Score: -23155972.000000 Penalty: 5972.045410
	Iteration 16Q: 3 clusters Score -2.315597e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 167168 members 
Entering Unmasked Estep 
Score: -23156000.000000 Penalty: 5972.045410
	Iteration 17Q: 3 clusters Score -2.3156e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 167250 members 
Entering Unmasked Estep 
Score: -23156016.000000 Penalty: 5972.045410
	Iteration 18Q: 3 clusters Score -2.315602e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 167312 members 
Entering Unmasked Estep 
Score: -23156046.000000 Penalty: 5972.045410
	Iteration 19Q: 3 clusters Score -2.315605e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 167359 members 
Entering Unmasked Estep 
Score: -23156042.000000 Penalty: 5972.045410
	Iteration 20F: 3 clusters Score -2.315604e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 167394 members 
Entering Unmasked Estep 
Score: -23156082.000000 Penalty: 5972.045410
	Iteration 21Q: 3 clusters Score -2.315608e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 167430 members 
Entering Unmasked Estep 
Score: -23156070.000000 Penalty: 5972.045410
	Iteration 22Q: 3 clusters Score -2.315607e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 167470 members 
Entering Unmasked Estep 
Score: -23156070.000000 Penalty: 5972.045410
	Iteration 23Q: 3 clusters Score -2.315607e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 167503 members 
Entering Unmasked Estep 
Score: -23156108.000000 Penalty: 5972.045410
	Iteration 24Q: 3 clusters Score -2.315611e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 167534 members 
Entering Unmasked Estep 
Score: -23156112.000000 Penalty: 5972.045410
	Iteration 25Q: 3 clusters Score -2.315611e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 167554 members 
Entering Unmasked Estep 
Score: -23156092.000000 Penalty: 5972.045410
	Iteration 26Q: 3 clusters Score -2.315609e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 167579 members 
Entering Unmasked Estep 
Score: -23156104.000000 Penalty: 5972.045410
	Iteration 27Q: 3 clusters Score -2.31561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 167591 members 
Entering Unmasked Estep 
Score: -23156084.000000 Penalty: 5972.045410
	Iteration 28Q: 3 clusters Score -2.315608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 167601 members 
Entering Unmasked Estep 
Score: -23156078.000000 Penalty: 5972.045410
	Iteration 29Q: 3 clusters Score -2.315608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 167605 members 
Entering Unmasked Estep 
Score: -23156098.000000 Penalty: 5972.045410
	Iteration 30Q: 3 clusters Score -2.31561e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 167605 members 
Entering Unmasked Estep 
Score: -23156112.000000 Penalty: 5972.045410
	Iteration 31Q: 3 clusters Score -2.315611e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 167609 members 
Entering Unmasked Estep 
Score: -23156108.000000 Penalty: 5972.045410
	Iteration 32Q: 3 clusters Score -2.315611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 167616 members 
Entering Unmasked Estep 
Score: -23156118.000000 Penalty: 5972.045410
	Iteration 33Q: 3 clusters Score -2.315612e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 167619 members 
Entering Unmasked Estep 
Score: -23156128.000000 Penalty: 5972.045410
	Iteration 34Q: 3 clusters Score -2.315613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 167627 members 
Entering Unmasked Estep 
Score: -23156132.000000 Penalty: 5972.045410
	Iteration 35Q: 3 clusters Score -2.315613e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 167632 members 
Entering Unmasked Estep 
Score: -23156128.000000 Penalty: 5972.045410
	Iteration 36Q: 3 clusters Score -2.315613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 167640 members 
Entering Unmasked Estep 
Score: -23156114.000000 Penalty: 5972.045410
	Iteration 37Q: 3 clusters Score -2.315611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 167654 members 
Entering Unmasked Estep 
Score: -23156116.000000 Penalty: 5972.045410
	Iteration 38Q: 3 clusters Score -2.315612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 167670 members 
Entering Unmasked Estep 
Score: -23156118.000000 Penalty: 5972.045410
	Iteration 39Q: 3 clusters Score -2.315612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 167681 members 
Entering Unmasked Estep 
Score: -23156132.000000 Penalty: 5972.045410
	Iteration 40F: 3 clusters Score -2.315613e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 167688 members 
Entering Unmasked Estep 
Score: -23156156.000000 Penalty: 5972.045410
	Iteration 41Q: 3 clusters Score -2.315616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 167698 members 
Entering Unmasked Estep 
Score: -23156162.000000 Penalty: 5972.045410
	Iteration 42Q: 3 clusters Score -2.315616e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 167708 members 
Entering Unmasked Estep 
Score: -23156180.000000 Penalty: 5972.045410
	Iteration 43Q: 3 clusters Score -2.315618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 167717 members 
Entering Unmasked Estep 
Score: -23156198.000000 Penalty: 5972.045410
	Iteration 44Q: 3 clusters Score -2.31562e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 167728 members 
Entering Unmasked Estep 
Score: -23156196.000000 Penalty: 5972.045410
	Iteration 45Q: 3 clusters Score -2.31562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 167735 members 
Entering Unmasked Estep 
Score: -23156216.000000 Penalty: 5972.045410
	Iteration 46Q: 3 clusters Score -2.315622e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 167740 members 
Entering Unmasked Estep 
Score: -23156230.000000 Penalty: 5972.045410
	Iteration 47Q: 3 clusters Score -2.315623e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 167746 members 
Entering Unmasked Estep 
Score: -23156238.000000 Penalty: 5972.045410
	Iteration 48Q: 3 clusters Score -2.315624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 167748 members 
Entering Unmasked Estep 
Score: -23156252.000000 Penalty: 5972.045410
	Iteration 49Q: 3 clusters Score -2.315625e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 167751 members 
Entering Unmasked Estep 
Score: -23156258.000000 Penalty: 5972.045410
	Iteration 50Q: 3 clusters Score -2.315626e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 167756 members 
Entering Unmasked Estep 
Score: -23156260.000000 Penalty: 5972.045410
	Iteration 51Q: 3 clusters Score -2.315626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 167756 members 
Entering Unmasked Estep 
Score: -23156258.000000 Penalty: 5972.045410
	Iteration 52Q: 3 clusters Score -2.315626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 167757 members 
Entering Unmasked Estep 
Score: -23156260.000000 Penalty: 5972.045410
	Iteration 53Q: 3 clusters Score -2.315626e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 167758 members 
Entering Unmasked Estep 
Score: -23156246.000000 Penalty: 5972.045410
	Iteration 54Q: 3 clusters Score -2.315625e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 167758 members 
Entering Unmasked Estep 
Score: -23156246.000000 Penalty: 5972.045410
	Iteration 55F: 3 clusters Score -2.315625e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Entering Unmasked Estep 
Score: -583222.687500 Penalty: 2068.965332
	Iteration 0F: 2 clusters Score -583222.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -579201.312500 Penalty: 4137.930664
	Iteration 0F: 3 clusters Score -579201.3 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -580138.000000 Penalty: 4137.930664
	Iteration 1F: 3 clusters Score -580138 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -580310.937500 Penalty: 4137.930664
	Iteration 2F: 3 clusters Score -580310.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -580420.000000 Penalty: 4137.930664
	Iteration 3Q: 3 clusters Score -580420 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -580500.500000 Penalty: 4137.930664
	Iteration 4Q: 3 clusters Score -580500.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -580551.812500 Penalty: 4137.930664
	Iteration 5Q: 3 clusters Score -580551.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -580595.000000 Penalty: 4137.930664
	Iteration 6Q: 3 clusters Score -580595 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -580631.875000 Penalty: 4137.930664
	Iteration 7Q: 3 clusters Score -580631.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -580655.687500 Penalty: 4137.930664
	Iteration 8Q: 3 clusters Score -580655.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -580677.062500 Penalty: 4137.930664
	Iteration 9Q: 3 clusters Score -580677.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -580700.625000 Penalty: 4137.930664
	Iteration 10Q: 3 clusters Score -580700.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -580719.375000 Penalty: 4137.930664
	Iteration 11Q: 3 clusters Score -580719.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -580734.250000 Penalty: 4137.930664
	Iteration 12Q: 3 clusters Score -580734.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -580751.750000 Penalty: 4137.930664
	Iteration 13Q: 3 clusters Score -580751.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -580773.562500 Penalty: 4137.930664
	Iteration 14Q: 3 clusters Score -580773.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -580802.937500 Penalty: 4137.930664
	Iteration 15Q: 3 clusters Score -580802.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -580823.625000 Penalty: 4137.930664
	Iteration 16Q: 3 clusters Score -580823.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -580846.375000 Penalty: 4137.930664
	Iteration 17Q: 3 clusters Score -580846.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -580869.625000 Penalty: 4137.930664
	Iteration 18Q: 3 clusters Score -580869.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -580897.812500 Penalty: 4137.930664
	Iteration 19Q: 3 clusters Score -580897.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -580926.125000 Penalty: 4137.930664
	Iteration 20F: 3 clusters Score -580926.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -580957.562500 Penalty: 4137.930664
	Iteration 21Q: 3 clusters Score -580957.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -581003.375000 Penalty: 4137.930664
	Iteration 22Q: 3 clusters Score -581003.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -581064.500000 Penalty: 4137.930664
	Iteration 23Q: 3 clusters Score -581064.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -581119.125000 Penalty: 4137.930664
	Iteration 24Q: 3 clusters Score -581119.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -581196.812500 Penalty: 4137.930664
	Iteration 25Q: 3 clusters Score -581196.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -581271.000000 Penalty: 4137.930664
	Iteration 26Q: 3 clusters Score -581271 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -581359.437500 Penalty: 4137.930664
	Iteration 27Q: 3 clusters Score -581359.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -581434.000000 Penalty: 4137.930664
	Iteration 28Q: 3 clusters Score -581434 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -581513.562500 Penalty: 4137.930664
	Iteration 29Q: 3 clusters Score -581513.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -581598.625000 Penalty: 4137.930664
	Iteration 30Q: 3 clusters Score -581598.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -581685.687500 Penalty: 4137.930664
	Iteration 31Q: 3 clusters Score -581685.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -581779.375000 Penalty: 4137.930664
	Iteration 32Q: 3 clusters Score -581779.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -581869.812500 Penalty: 4137.930664
	Iteration 33Q: 3 clusters Score -581869.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -581960.312500 Penalty: 4137.930664
	Iteration 34Q: 3 clusters Score -581960.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -582042.687500 Penalty: 4137.930664
	Iteration 35Q: 3 clusters Score -582042.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -582099.187500 Penalty: 4137.930664
	Iteration 36Q: 3 clusters Score -582099.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -582133.875000 Penalty: 4137.930664
	Iteration 37Q: 3 clusters Score -582133.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -582152.625000 Penalty: 4137.930664
	Iteration 38Q: 3 clusters Score -582152.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -582163.687500 Penalty: 4137.930664
	Iteration 39Q: 3 clusters Score -582163.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -582173.437500 Penalty: 4137.930664
	Iteration 40F: 3 clusters Score -582173.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -582174.687500 Penalty: 4137.930664
	Iteration 41Q: 3 clusters Score -582174.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -582177.187500 Penalty: 4137.930664
	Iteration 42Q: 3 clusters Score -582177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -582178.312500 Penalty: 4137.930664
	Iteration 43Q: 3 clusters Score -582178.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -582179.312500 Penalty: 4137.930664
	Iteration 44Q: 3 clusters Score -582179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -582179.187500 Penalty: 4137.930664
	Iteration 45Q: 3 clusters Score -582179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -582179.187500 Penalty: 4137.930664
	Iteration 46F: 3 clusters Score -582179.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Entering Unmasked Estep 
Score: -4002876.500000 Penalty: 2550.942627
	Iteration 0F: 2 clusters Score -4002876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -3982892.750000 Penalty: 5101.885254
	Iteration 0F: 3 clusters Score -3982893 nChanged 13203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -3990104.250000 Penalty: 5101.885254
	Iteration 1F: 3 clusters Score -3990104 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3990754.500000 Penalty: 5101.885254
	Iteration 2F: 3 clusters Score -3990754 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3991501.000000 Penalty: 5101.885254
	Iteration 3F: 3 clusters Score -3991501 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -3992475.000000 Penalty: 5101.885254
	Iteration 4F: 3 clusters Score -3992475 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -3993623.750000 Penalty: 5101.885254
	Iteration 5F: 3 clusters Score -3993624 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3994713.750000 Penalty: 5101.885254
	Iteration 6F: 3 clusters Score -3994714 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3995651.250000 Penalty: 5101.885254
	Iteration 7F: 3 clusters Score -3995651 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3996392.500000 Penalty: 5101.885254
	Iteration 8Q: 3 clusters Score -3996392 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3996961.250000 Penalty: 5101.885254
	Iteration 9Q: 3 clusters Score -3996961 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -3997372.250000 Penalty: 5101.885254
	Iteration 10Q: 3 clusters Score -3997372 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -3997658.000000 Penalty: 5101.885254
	Iteration 11Q: 3 clusters Score -3997658 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -3997900.250000 Penalty: 5101.885254
	Iteration 12Q: 3 clusters Score -3997900 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3998136.250000 Penalty: 5101.885254
	Iteration 13Q: 3 clusters Score -3998136 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -3998386.750000 Penalty: 5101.885254
	Iteration 14Q: 3 clusters Score -3998387 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -3998653.500000 Penalty: 5101.885254
	Iteration 15Q: 3 clusters Score -3998654 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -3998918.000000 Penalty: 5101.885254
	Iteration 16Q: 3 clusters Score -3998918 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3999191.250000 Penalty: 5101.885254
	Iteration 17Q: 3 clusters Score -3999191 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3999459.750000 Penalty: 5101.885254
	Iteration 18Q: 3 clusters Score -3999460 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3999694.000000 Penalty: 5101.885254
	Iteration 19Q: 3 clusters Score -3999694 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -3999906.250000 Penalty: 5101.885254
	Iteration 20F: 3 clusters Score -3999906 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -4000088.750000 Penalty: 5101.885254
	Iteration 21Q: 3 clusters Score -4000089 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 27170 members 
Entering Unmasked Estep 
Score: -4000231.000000 Penalty: 5101.885254
	Iteration 22Q: 3 clusters Score -4000231 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -4000328.000000 Penalty: 5101.885254
	Iteration 23Q: 3 clusters Score -4000328 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -4000440.250000 Penalty: 5101.885254
	Iteration 24Q: 3 clusters Score -4000440 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -4000533.750000 Penalty: 5101.885254
	Iteration 25Q: 3 clusters Score -4000534 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -4000588.750000 Penalty: 5101.885254
	Iteration 26Q: 3 clusters Score -4000589 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -4000645.000000 Penalty: 5101.885254
	Iteration 27Q: 3 clusters Score -4000645 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -4000673.500000 Penalty: 5101.885254
	Iteration 28Q: 3 clusters Score -4000674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -4000703.750000 Penalty: 5101.885254
	Iteration 29Q: 3 clusters Score -4000704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -4000714.000000 Penalty: 5101.885254
	Iteration 30Q: 3 clusters Score -4000714 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -4000729.750000 Penalty: 5101.885254
	Iteration 31Q: 3 clusters Score -4000730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 28181 members 
Entering Unmasked Estep 
Score: -4000738.750000 Penalty: 5101.885254
	Iteration 32Q: 3 clusters Score -4000739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -4000752.250000 Penalty: 5101.885254
	Iteration 33Q: 3 clusters Score -4000752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -4000775.500000 Penalty: 5101.885254
	Iteration 34Q: 3 clusters Score -4000776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -4000788.000000 Penalty: 5101.885254
	Iteration 35Q: 3 clusters Score -4000788 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -4000796.000000 Penalty: 5101.885254
	Iteration 36Q: 3 clusters Score -4000796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -4000807.250000 Penalty: 5101.885254
	Iteration 37Q: 3 clusters Score -4000807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 28295 members 
Entering Unmasked Estep 
Score: -4000810.000000 Penalty: 5101.885254
	Iteration 38Q: 3 clusters Score -4000810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -4000809.750000 Penalty: 5101.885254
	Iteration 39Q: 3 clusters Score -4000810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -4000822.000000 Penalty: 5101.885254
	Iteration 40F: 3 clusters Score -4000822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 28316 members 
Entering Unmasked Estep 
Score: -4000817.000000 Penalty: 5101.885254
	Iteration 41Q: 3 clusters Score -4000817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -4000823.000000 Penalty: 5101.885254
	Iteration 42Q: 3 clusters Score -4000823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -4000830.500000 Penalty: 5101.885254
	Iteration 43Q: 3 clusters Score -4000830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -4000833.000000 Penalty: 5101.885254
	Iteration 44Q: 3 clusters Score -4000833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -4000834.500000 Penalty: 5101.885254
	Iteration 45Q: 3 clusters Score -4000834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -4000843.250000 Penalty: 5101.885254
	Iteration 46Q: 3 clusters Score -4000843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
Score: -4000849.750000 Penalty: 5101.885254
	Iteration 47Q: 3 clusters Score -4000850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -4000859.250000 Penalty: 5101.885254
	Iteration 48Q: 3 clusters Score -4000859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -4000863.250000 Penalty: 5101.885254
	Iteration 49Q: 3 clusters Score -4000863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -4000872.250000 Penalty: 5101.885254
	Iteration 50Q: 3 clusters Score -4000872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -4000878.250000 Penalty: 5101.885254
	Iteration 51Q: 3 clusters Score -4000878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -4000877.000000 Penalty: 5101.885254
	Iteration 52Q: 3 clusters Score -4000877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -4000885.500000 Penalty: 5101.885254
	Iteration 53Q: 3 clusters Score -4000886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -4000887.000000 Penalty: 5101.885254
	Iteration 54Q: 3 clusters Score -4000887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -4000885.500000 Penalty: 5101.885254
	Iteration 55Q: 3 clusters Score -4000886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -4000885.000000 Penalty: 5101.885254
	Iteration 56Q: 3 clusters Score -4000885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -4000889.500000 Penalty: 5101.885254
	Iteration 57Q: 3 clusters Score -4000890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -4000890.000000 Penalty: 5101.885254
	Iteration 58Q: 3 clusters Score -4000890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -4000892.250000 Penalty: 5101.885254
	Iteration 59Q: 3 clusters Score -4000892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -4000891.250000 Penalty: 5101.885254
	Iteration 60F: 3 clusters Score -4000891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -4000888.750000 Penalty: 5101.885254
	Iteration 61Q: 3 clusters Score -4000889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -4000891.000000 Penalty: 5101.885254
	Iteration 62Q: 3 clusters Score -4000891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -4000900.250000 Penalty: 5101.885254
	Iteration 63Q: 3 clusters Score -4000900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -4000902.500000 Penalty: 5101.885254
	Iteration 64Q: 3 clusters Score -4000902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -4000909.000000 Penalty: 5101.885254
	Iteration 65Q: 3 clusters Score -4000909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -4000906.500000 Penalty: 5101.885254
	Iteration 66Q: 3 clusters Score -4000906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -4000913.500000 Penalty: 5101.885254
	Iteration 67Q: 3 clusters Score -4000914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -4000915.000000 Penalty: 5101.885254
	Iteration 68Q: 3 clusters Score -4000915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -4000916.250000 Penalty: 5101.885254
	Iteration 69Q: 3 clusters Score -4000916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -4000913.250000 Penalty: 5101.885254
	Iteration 70Q: 3 clusters Score -4000913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -4000913.000000 Penalty: 5101.885254
	Iteration 71Q: 3 clusters Score -4000913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -4000913.250000 Penalty: 5101.885254
	Iteration 72Q: 3 clusters Score -4000913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -4000918.500000 Penalty: 5101.885254
	Iteration 73Q: 3 clusters Score -4000918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -4000923.250000 Penalty: 5101.885254
	Iteration 74Q: 3 clusters Score -4000923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 28550 members 
Entering Unmasked Estep 
Score: -4000931.250000 Penalty: 5101.885254
	Iteration 75Q: 3 clusters Score -4000931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -4000935.000000 Penalty: 5101.885254
	Iteration 76Q: 3 clusters Score -4000935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -4000933.750000 Penalty: 5101.885254
	Iteration 77Q: 3 clusters Score -4000934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -4000933.000000 Penalty: 5101.885254
	Iteration 78Q: 3 clusters Score -4000933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -4000931.000000 Penalty: 5101.885254
	Iteration 79Q: 3 clusters Score -4000931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -4000928.750000 Penalty: 5101.885254
	Iteration 80F: 3 clusters Score -4000929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -4000930.250000 Penalty: 5101.885254
	Iteration 81Q: 3 clusters Score -4000930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 28564 members 
Entering Unmasked Estep 
Score: -4000932.000000 Penalty: 5101.885254
	Iteration 82Q: 3 clusters Score -4000932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -4000940.000000 Penalty: 5101.885254
	Iteration 83Q: 3 clusters Score -4000940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -4000935.500000 Penalty: 5101.885254
	Iteration 84Q: 3 clusters Score -4000936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -4000935.500000 Penalty: 5101.885254
	Iteration 85F: 3 clusters Score -4000936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (264595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264595 members 
Entering Unmasked Estep 
Score: -36977124.000000 Penalty: 3096.516846
	Iteration 0F: 2 clusters Score -3.697712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131882 members 
Mstep: Class 2 contains 132713 members 
Entering Unmasked Estep 
Score: -36818200.000000 Penalty: 6193.033691
	Iteration 0F: 3 clusters Score -3.68182e+07 nChanged 127991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121521 members 
Mstep: Class 2 contains 143074 members 
Entering Unmasked Estep 
Score: -36894480.000000 Penalty: 6193.033691
	Iteration 1F: 3 clusters Score -3.689448e+07 nChanged 9466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114001 members 
Mstep: Class 2 contains 150594 members 
Entering Unmasked Estep 
Score: -36897252.000000 Penalty: 6193.033691
	Iteration 2Q: 3 clusters Score -3.689725e+07 nChanged 12906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102329 members 
Mstep: Class 2 contains 162266 members 
Entering Unmasked Estep 
Score: -36903160.000000 Penalty: 6193.033691
	Iteration 3Q: 3 clusters Score -3.690316e+07 nChanged 17531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85752 members 
Mstep: Class 2 contains 178843 members 
Entering Unmasked Estep 
Score: -36914200.000000 Penalty: 6193.033691
	Iteration 4F: 3 clusters Score -3.69142e+07 nChanged 21743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 199876 members 
Entering Unmasked Estep 
Score: -36930828.000000 Penalty: 6193.033691
	Iteration 5F: 3 clusters Score -3.693083e+07 nChanged 22803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 222309 members 
Entering Unmasked Estep 
Score: -36950316.000000 Penalty: 6193.033691
	Iteration 6F: 3 clusters Score -3.695032e+07 nChanged 18868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 241013 members 
Entering Unmasked Estep 
Score: -36966584.000000 Penalty: 6193.033691
	Iteration 7F: 3 clusters Score -3.696658e+07 nChanged 12980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 253973 members 
Entering Unmasked Estep 
Score: -36973124.000000 Penalty: 6193.033691
	Iteration 8Q: 3 clusters Score -3.697312e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 260755 members 
Entering Unmasked Estep 
Score: -36974348.000000 Penalty: 6193.033691
	Iteration 9Q: 3 clusters Score -3.697435e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 263395 members 
Entering Unmasked Estep 
Score: -36974508.000000 Penalty: 6193.033691
	Iteration 10Q: 3 clusters Score -3.697451e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 264083 members 
Entering Unmasked Estep 
Score: -36974480.000000 Penalty: 6193.033691
	Iteration 11Q: 3 clusters Score -3.697448e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 264252 members 
Entering Unmasked Estep 
Score: -36974464.000000 Penalty: 6193.033691
	Iteration 12Q: 3 clusters Score -3.697446e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 264296 members 
Entering Unmasked Estep 
Score: -36974556.000000 Penalty: 6193.033691
	Iteration 13Q: 3 clusters Score -3.697456e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 264316 members 
Entering Unmasked Estep 
Score: -36974620.000000 Penalty: 6193.033691
	Iteration 14Q: 3 clusters Score -3.697462e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 264327 members 
Entering Unmasked Estep 
Score: -36974644.000000 Penalty: 6193.033691
	Iteration 15Q: 3 clusters Score -3.697464e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 264331 members 
Entering Unmasked Estep 
Score: -36974668.000000 Penalty: 6193.033691
	Iteration 16Q: 3 clusters Score -3.697467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 264330 members 
Entering Unmasked Estep 
Score: -36974672.000000 Penalty: 6193.033691
	Iteration 17Q: 3 clusters Score -3.697467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 264330 members 
Entering Unmasked Estep 
Score: -36974688.000000 Penalty: 6193.033691
	Iteration 18Q: 3 clusters Score -3.697469e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 264331 members 
Entering Unmasked Estep 
Score: -36974696.000000 Penalty: 6193.033691
	Iteration 19Q: 3 clusters Score -3.69747e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 264338 members 
Entering Unmasked Estep 
Score: -36974708.000000 Penalty: 6193.033691
	Iteration 20F: 3 clusters Score -3.697471e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 264339 members 
Entering Unmasked Estep 
Score: -36974692.000000 Penalty: 6193.033691
	Iteration 21Q: 3 clusters Score -3.697469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 264340 members 
Entering Unmasked Estep 
Score: -36974700.000000 Penalty: 6193.033691
	Iteration 22Q: 3 clusters Score -3.69747e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264341 members 
Entering Unmasked Estep 
Score: -36974716.000000 Penalty: 6193.033691
	Iteration 23Q: 3 clusters Score -3.697472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264341 members 
Entering Unmasked Estep 
Score: -36974728.000000 Penalty: 6193.033691
	Iteration 24Q: 3 clusters Score -3.697473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264341 members 
Entering Unmasked Estep 
Score: -36974728.000000 Penalty: 6193.033691
	Iteration 25F: 3 clusters Score -3.697473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Entering Unmasked Estep 
Score: -1838099.500000 Penalty: 2367.857422
	Iteration 0F: 2 clusters Score -1838100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1827882.875000 Penalty: 4735.714844
	Iteration 0F: 3 clusters Score -1827883 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1831075.375000 Penalty: 4735.714844
	Iteration 1F: 3 clusters Score -1831075 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1831422.750000 Penalty: 4735.714844
	Iteration 2F: 3 clusters Score -1831423 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1831730.375000 Penalty: 4735.714844
	Iteration 3Q: 3 clusters Score -1831730 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1832086.000000 Penalty: 4735.714844
	Iteration 4Q: 3 clusters Score -1832086 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1832516.500000 Penalty: 4735.714844
	Iteration 5F: 3 clusters Score -1832516 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1833055.375000 Penalty: 4735.714844
	Iteration 6F: 3 clusters Score -1833055 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -1833692.250000 Penalty: 4735.714844
	Iteration 7F: 3 clusters Score -1833692 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1834401.500000 Penalty: 4735.714844
	Iteration 8F: 3 clusters Score -1834402 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1835040.125000 Penalty: 4735.714844
	Iteration 9Q: 3 clusters Score -1835040 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -1835499.625000 Penalty: 4735.714844
	Iteration 10Q: 3 clusters Score -1835500 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1835787.250000 Penalty: 4735.714844
	Iteration 11Q: 3 clusters Score -1835787 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1835920.500000 Penalty: 4735.714844
	Iteration 12Q: 3 clusters Score -1835920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1835986.250000 Penalty: 4735.714844
	Iteration 13Q: 3 clusters Score -1835986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1836036.500000 Penalty: 4735.714844
	Iteration 14Q: 3 clusters Score -1836036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1836085.750000 Penalty: 4735.714844
	Iteration 15Q: 3 clusters Score -1836086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1836112.625000 Penalty: 4735.714844
	Iteration 16Q: 3 clusters Score -1836113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1836117.375000 Penalty: 4735.714844
	Iteration 17Q: 3 clusters Score -1836117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1836119.250000 Penalty: 4735.714844
	Iteration 18Q: 3 clusters Score -1836119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1836125.000000 Penalty: 4735.714844
	Iteration 19Q: 3 clusters Score -1836125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1836123.875000 Penalty: 4735.714844
	Iteration 20F: 3 clusters Score -1836124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1836127.250000 Penalty: 4735.714844
	Iteration 21Q: 3 clusters Score -1836127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1836129.250000 Penalty: 4735.714844
	Iteration 22Q: 3 clusters Score -1836129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1836132.625000 Penalty: 4735.714844
	Iteration 23Q: 3 clusters Score -1836133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1836136.125000 Penalty: 4735.714844
	Iteration 24Q: 3 clusters Score -1836136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1836135.875000 Penalty: 4735.714844
	Iteration 25Q: 3 clusters Score -1836136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1836136.750000 Penalty: 4735.714844
	Iteration 26Q: 3 clusters Score -1836137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1836136.750000 Penalty: 4735.714844
	Iteration 27F: 3 clusters Score -1836137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29483.666016 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29483.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -28287.683594 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28287.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28374.986328 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28374.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28412.431641 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28412.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28424.595703 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28424.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28430.769531 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -28430.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -28430.769531 Penalty: 2712.157715
	Iteration 5F: 3 clusters Score -28430.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Entering Unmasked Estep 
Score: -6605472.000000 Penalty: 2678.719482
	Iteration 0F: 2 clusters Score -6605472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -6572431.000000 Penalty: 5357.438965
	Iteration 0F: 3 clusters Score -6572431 nChanged 22640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -6584828.500000 Penalty: 5357.438965
	Iteration 1F: 3 clusters Score -6584828 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -6585358.500000 Penalty: 5357.438965
	Iteration 2Q: 3 clusters Score -6585358 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -6585836.000000 Penalty: 5357.438965
	Iteration 3Q: 3 clusters Score -6585836 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -6586278.500000 Penalty: 5357.438965
	Iteration 4Q: 3 clusters Score -6586278 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -6586808.000000 Penalty: 5357.438965
	Iteration 5Q: 3 clusters Score -6586808 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -6587537.500000 Penalty: 5357.438965
	Iteration 6Q: 3 clusters Score -6587538 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -6588695.500000 Penalty: 5357.438965
	Iteration 7Q: 3 clusters Score -6588696 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -6590381.000000 Penalty: 5357.438965
	Iteration 8F: 3 clusters Score -6590381 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -6592655.500000 Penalty: 5357.438965
	Iteration 9F: 3 clusters Score -6592656 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -6595168.000000 Penalty: 5357.438965
	Iteration 10F: 3 clusters Score -6595168 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -6597466.500000 Penalty: 5357.438965
	Iteration 11F: 3 clusters Score -6597466 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -6599376.000000 Penalty: 5357.438965
	Iteration 12Q: 3 clusters Score -6599376 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -6600756.000000 Penalty: 5357.438965
	Iteration 13Q: 3 clusters Score -6600756 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6601659.000000 Penalty: 5357.438965
	Iteration 14Q: 3 clusters Score -6601659 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6602272.500000 Penalty: 5357.438965
	Iteration 15Q: 3 clusters Score -6602272 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6602638.000000 Penalty: 5357.438965
	Iteration 16Q: 3 clusters Score -6602638 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -6602875.500000 Penalty: 5357.438965
	Iteration 17Q: 3 clusters Score -6602876 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47712 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -6603031.500000 Penalty: 5357.438965
	Iteration 18Q: 3 clusters Score -6603032 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47863 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6603144.000000 Penalty: 5357.438965
	Iteration 19Q: 3 clusters Score -6603144 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -6603207.500000 Penalty: 5357.438965
	Iteration 20F: 3 clusters Score -6603208 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -6603255.000000 Penalty: 5357.438965
	Iteration 21Q: 3 clusters Score -6603255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -6603283.500000 Penalty: 5357.438965
	Iteration 22Q: 3 clusters Score -6603284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6603300.500000 Penalty: 5357.438965
	Iteration 23Q: 3 clusters Score -6603300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6603341.000000 Penalty: 5357.438965
	Iteration 24Q: 3 clusters Score -6603341 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6603347.500000 Penalty: 5357.438965
	Iteration 25Q: 3 clusters Score -6603348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -6603369.500000 Penalty: 5357.438965
	Iteration 26Q: 3 clusters Score -6603370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -6603373.500000 Penalty: 5357.438965
	Iteration 27Q: 3 clusters Score -6603374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -6603378.000000 Penalty: 5357.438965
	Iteration 28Q: 3 clusters Score -6603378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6603377.000000 Penalty: 5357.438965
	Iteration 29Q: 3 clusters Score -6603377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6603372.000000 Penalty: 5357.438965
	Iteration 30Q: 3 clusters Score -6603372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6603377.000000 Penalty: 5357.438965
	Iteration 31Q: 3 clusters Score -6603377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -6603375.500000 Penalty: 5357.438965
	Iteration 32Q: 3 clusters Score -6603376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -6603378.000000 Penalty: 5357.438965
	Iteration 33Q: 3 clusters Score -6603378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6603388.000000 Penalty: 5357.438965
	Iteration 34Q: 3 clusters Score -6603388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6603387.500000 Penalty: 5357.438965
	Iteration 35Q: 3 clusters Score -6603388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6603389.500000 Penalty: 5357.438965
	Iteration 36Q: 3 clusters Score -6603390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6603391.500000 Penalty: 5357.438965
	Iteration 37Q: 3 clusters Score -6603392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6603391.000000 Penalty: 5357.438965
	Iteration 38Q: 3 clusters Score -6603391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6603389.500000 Penalty: 5357.438965
	Iteration 39Q: 3 clusters Score -6603390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -6603389.500000 Penalty: 5357.438965
	Iteration 40F: 3 clusters Score -6603390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (112096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112096 members 
Entering Unmasked Estep 
Score: -15538810.000000 Penalty: 2883.523438
	Iteration 0F: 2 clusters Score -1.553881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56071 members 
Mstep: Class 2 contains 56025 members 
Entering Unmasked Estep 
Score: -15463945.000000 Penalty: 5767.046875
	Iteration 0F: 3 clusters Score -1.546394e+07 nChanged 53181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56280 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -15494608.000000 Penalty: 5767.046875
	Iteration 1F: 3 clusters Score -1.549461e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 55607 members 
Entering Unmasked Estep 
Score: -15495812.000000 Penalty: 5767.046875
	Iteration 2Q: 3 clusters Score -1.549581e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -15497088.000000 Penalty: 5767.046875
	Iteration 3Q: 3 clusters Score -1.549709e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -15498530.000000 Penalty: 5767.046875
	Iteration 4Q: 3 clusters Score -1.549853e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57985 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -15500146.000000 Penalty: 5767.046875
	Iteration 5Q: 3 clusters Score -1.550015e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59013 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -15502542.000000 Penalty: 5767.046875
	Iteration 6Q: 3 clusters Score -1.550254e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -15505854.000000 Penalty: 5767.046875
	Iteration 7F: 3 clusters Score -1.550585e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62223 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -15510294.000000 Penalty: 5767.046875
	Iteration 8F: 3 clusters Score -1.551029e+07 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63954 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -15514671.000000 Penalty: 5767.046875
	Iteration 9F: 3 clusters Score -1.551467e+07 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65385 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -15517435.000000 Penalty: 5767.046875
	Iteration 10F: 3 clusters Score -1.551744e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66596 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -15518857.000000 Penalty: 5767.046875
	Iteration 11Q: 3 clusters Score -1.551886e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67786 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -15519388.000000 Penalty: 5767.046875
	Iteration 12Q: 3 clusters Score -1.551939e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69053 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -15519823.000000 Penalty: 5767.046875
	Iteration 13Q: 3 clusters Score -1.551982e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70367 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -15520269.000000 Penalty: 5767.046875
	Iteration 14Q: 3 clusters Score -1.552027e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71777 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -15520684.000000 Penalty: 5767.046875
	Iteration 15Q: 3 clusters Score -1.552068e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73208 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -15521118.000000 Penalty: 5767.046875
	Iteration 16Q: 3 clusters Score -1.552112e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74676 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -15521655.000000 Penalty: 5767.046875
	Iteration 17Q: 3 clusters Score -1.552166e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76250 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -15522205.000000 Penalty: 5767.046875
	Iteration 18Q: 3 clusters Score -1.55222e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -15522804.000000 Penalty: 5767.046875
	Iteration 19Q: 3 clusters Score -1.55228e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79613 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -15523517.000000 Penalty: 5767.046875
	Iteration 20F: 3 clusters Score -1.552352e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81385 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -15524169.000000 Penalty: 5767.046875
	Iteration 21Q: 3 clusters Score -1.552417e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83132 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -15524897.000000 Penalty: 5767.046875
	Iteration 22Q: 3 clusters Score -1.55249e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84908 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -15525701.000000 Penalty: 5767.046875
	Iteration 23Q: 3 clusters Score -1.55257e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86637 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -15526475.000000 Penalty: 5767.046875
	Iteration 24Q: 3 clusters Score -1.552648e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88274 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -15527240.000000 Penalty: 5767.046875
	Iteration 25Q: 3 clusters Score -1.552724e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89862 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -15527923.000000 Penalty: 5767.046875
	Iteration 26Q: 3 clusters Score -1.552792e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91375 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -15528618.000000 Penalty: 5767.046875
	Iteration 27Q: 3 clusters Score -1.552862e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -15529254.000000 Penalty: 5767.046875
	Iteration 28Q: 3 clusters Score -1.552925e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94251 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -15529935.000000 Penalty: 5767.046875
	Iteration 29Q: 3 clusters Score -1.552994e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95596 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -15530538.000000 Penalty: 5767.046875
	Iteration 30Q: 3 clusters Score -1.553054e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96793 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -15531025.000000 Penalty: 5767.046875
	Iteration 31Q: 3 clusters Score -1.553102e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97892 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -15531458.000000 Penalty: 5767.046875
	Iteration 32Q: 3 clusters Score -1.553146e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98951 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -15531818.000000 Penalty: 5767.046875
	Iteration 33Q: 3 clusters Score -1.553182e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99928 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -15532212.000000 Penalty: 5767.046875
	Iteration 34Q: 3 clusters Score -1.553221e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100833 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -15532640.000000 Penalty: 5767.046875
	Iteration 35Q: 3 clusters Score -1.553264e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101673 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -15532950.000000 Penalty: 5767.046875
	Iteration 36Q: 3 clusters Score -1.553295e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102485 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -15533160.000000 Penalty: 5767.046875
	Iteration 37Q: 3 clusters Score -1.553316e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103225 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -15533451.000000 Penalty: 5767.046875
	Iteration 38Q: 3 clusters Score -1.553345e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -15533585.000000 Penalty: 5767.046875
	Iteration 39Q: 3 clusters Score -1.553358e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104518 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -15533841.000000 Penalty: 5767.046875
	Iteration 40F: 3 clusters Score -1.553384e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105115 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -15534031.000000 Penalty: 5767.046875
	Iteration 41Q: 3 clusters Score -1.553403e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105689 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -15534208.000000 Penalty: 5767.046875
	Iteration 42Q: 3 clusters Score -1.553421e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -15534432.000000 Penalty: 5767.046875
	Iteration 43Q: 3 clusters Score -1.553443e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106813 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -15534640.000000 Penalty: 5767.046875
	Iteration 44Q: 3 clusters Score -1.553464e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107332 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -15534822.000000 Penalty: 5767.046875
	Iteration 45Q: 3 clusters Score -1.553482e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107784 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -15534992.000000 Penalty: 5767.046875
	Iteration 46Q: 3 clusters Score -1.553499e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108196 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -15535140.000000 Penalty: 5767.046875
	Iteration 47Q: 3 clusters Score -1.553514e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108602 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -15535292.000000 Penalty: 5767.046875
	Iteration 48Q: 3 clusters Score -1.553529e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108957 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -15535495.000000 Penalty: 5767.046875
	Iteration 49Q: 3 clusters Score -1.55355e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109270 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -15535633.000000 Penalty: 5767.046875
	Iteration 50Q: 3 clusters Score -1.553563e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109529 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -15535746.000000 Penalty: 5767.046875
	Iteration 51Q: 3 clusters Score -1.553575e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109760 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -15535867.000000 Penalty: 5767.046875
	Iteration 52Q: 3 clusters Score -1.553587e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109959 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -15535942.000000 Penalty: 5767.046875
	Iteration 53Q: 3 clusters Score -1.553594e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110145 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -15536046.000000 Penalty: 5767.046875
	Iteration 54Q: 3 clusters Score -1.553605e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110293 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -15536132.000000 Penalty: 5767.046875
	Iteration 55Q: 3 clusters Score -1.553613e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110408 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -15536190.000000 Penalty: 5767.046875
	Iteration 56Q: 3 clusters Score -1.553619e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110516 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -15536257.000000 Penalty: 5767.046875
	Iteration 57Q: 3 clusters Score -1.553626e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110610 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -15536304.000000 Penalty: 5767.046875
	Iteration 58Q: 3 clusters Score -1.55363e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110685 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -15536349.000000 Penalty: 5767.046875
	Iteration 59Q: 3 clusters Score -1.553635e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -15536369.000000 Penalty: 5767.046875
	Iteration 60F: 3 clusters Score -1.553637e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110795 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -15536356.000000 Penalty: 5767.046875
	Iteration 61Q: 3 clusters Score -1.553636e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110837 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -15536412.000000 Penalty: 5767.046875
	Iteration 62Q: 3 clusters Score -1.553641e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110864 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -15536415.000000 Penalty: 5767.046875
	Iteration 63Q: 3 clusters Score -1.553642e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110890 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -15536431.000000 Penalty: 5767.046875
	Iteration 64Q: 3 clusters Score -1.553643e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110915 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -15536433.000000 Penalty: 5767.046875
	Iteration 65Q: 3 clusters Score -1.553643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110932 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -15536446.000000 Penalty: 5767.046875
	Iteration 66Q: 3 clusters Score -1.553645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110947 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -15536464.000000 Penalty: 5767.046875
	Iteration 67Q: 3 clusters Score -1.553646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110961 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -15536472.000000 Penalty: 5767.046875
	Iteration 68Q: 3 clusters Score -1.553647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110969 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -15536484.000000 Penalty: 5767.046875
	Iteration 69Q: 3 clusters Score -1.553648e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110984 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -15536488.000000 Penalty: 5767.046875
	Iteration 70Q: 3 clusters Score -1.553649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110994 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -15536499.000000 Penalty: 5767.046875
	Iteration 71Q: 3 clusters Score -1.55365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111003 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -15536514.000000 Penalty: 5767.046875
	Iteration 72Q: 3 clusters Score -1.553651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111011 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -15536511.000000 Penalty: 5767.046875
	Iteration 73Q: 3 clusters Score -1.553651e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111021 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -15536521.000000 Penalty: 5767.046875
	Iteration 74Q: 3 clusters Score -1.553652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111031 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -15536527.000000 Penalty: 5767.046875
	Iteration 75Q: 3 clusters Score -1.553653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111035 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -15536533.000000 Penalty: 5767.046875
	Iteration 76Q: 3 clusters Score -1.553653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111039 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -15536528.000000 Penalty: 5767.046875
	Iteration 77Q: 3 clusters Score -1.553653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111041 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -15536528.000000 Penalty: 5767.046875
	Iteration 78Q: 3 clusters Score -1.553653e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111041 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -15536528.000000 Penalty: 5767.046875
	Iteration 79F: 3 clusters Score -1.553653e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -77966.648438 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -77966.65 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 295 members 
Entering Unmasked Estep 
Score: -76456.750000 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -76456.75 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -77049.984375 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -77049.98 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -77354.757812 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -77354.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -77534.125000 Penalty: 3163.699219
	Iteration 3F: 3 clusters Score -77534.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -77626.773438 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -77626.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -77657.750000 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -77657.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -77681.859375 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -77681.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -77699.820312 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -77699.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -77707.109375 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -77707.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -77713.929688 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -77713.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -77713.929688 Penalty: 3163.699219
	Iteration 10F: 3 clusters Score -77713.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Entering Unmasked Estep 
Score: -1169203.250000 Penalty: 2247.767578
	Iteration 0F: 2 clusters Score -1169203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1162434.750000 Penalty: 4495.535156
	Iteration 0F: 3 clusters Score -1162435 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1164194.250000 Penalty: 4495.535156
	Iteration 1F: 3 clusters Score -1164194 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1164448.000000 Penalty: 4495.535156
	Iteration 2F: 3 clusters Score -1164448 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1164641.375000 Penalty: 4495.535156
	Iteration 3Q: 3 clusters Score -1164641 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1164799.375000 Penalty: 4495.535156
	Iteration 4Q: 3 clusters Score -1164799 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1164923.000000 Penalty: 4495.535156
	Iteration 5Q: 3 clusters Score -1164923 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1165013.250000 Penalty: 4495.535156
	Iteration 6Q: 3 clusters Score -1165013 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1165092.750000 Penalty: 4495.535156
	Iteration 7Q: 3 clusters Score -1165093 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1165172.250000 Penalty: 4495.535156
	Iteration 8Q: 3 clusters Score -1165172 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1165245.625000 Penalty: 4495.535156
	Iteration 9Q: 3 clusters Score -1165246 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1165310.875000 Penalty: 4495.535156
	Iteration 10Q: 3 clusters Score -1165311 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1165372.625000 Penalty: 4495.535156
	Iteration 11Q: 3 clusters Score -1165373 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1165435.000000 Penalty: 4495.535156
	Iteration 12Q: 3 clusters Score -1165435 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1165512.625000 Penalty: 4495.535156
	Iteration 13Q: 3 clusters Score -1165513 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1165594.000000 Penalty: 4495.535156
	Iteration 14Q: 3 clusters Score -1165594 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1165664.375000 Penalty: 4495.535156
	Iteration 15Q: 3 clusters Score -1165664 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1165738.500000 Penalty: 4495.535156
	Iteration 16Q: 3 clusters Score -1165738 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1165817.375000 Penalty: 4495.535156
	Iteration 17Q: 3 clusters Score -1165817 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1165888.750000 Penalty: 4495.535156
	Iteration 18Q: 3 clusters Score -1165889 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1165955.875000 Penalty: 4495.535156
	Iteration 19Q: 3 clusters Score -1165956 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1166015.750000 Penalty: 4495.535156
	Iteration 20F: 3 clusters Score -1166016 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1166063.750000 Penalty: 4495.535156
	Iteration 21Q: 3 clusters Score -1166064 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1166112.250000 Penalty: 4495.535156
	Iteration 22Q: 3 clusters Score -1166112 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1166149.750000 Penalty: 4495.535156
	Iteration 23Q: 3 clusters Score -1166150 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1166183.000000 Penalty: 4495.535156
	Iteration 24Q: 3 clusters Score -1166183 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1166216.875000 Penalty: 4495.535156
	Iteration 25Q: 3 clusters Score -1166217 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1166251.250000 Penalty: 4495.535156
	Iteration 26Q: 3 clusters Score -1166251 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1166285.000000 Penalty: 4495.535156
	Iteration 27Q: 3 clusters Score -1166285 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1166322.875000 Penalty: 4495.535156
	Iteration 28Q: 3 clusters Score -1166323 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1166360.125000 Penalty: 4495.535156
	Iteration 29Q: 3 clusters Score -1166360 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1166401.250000 Penalty: 4495.535156
	Iteration 30Q: 3 clusters Score -1166401 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1166444.625000 Penalty: 4495.535156
	Iteration 31Q: 3 clusters Score -1166445 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1166498.250000 Penalty: 4495.535156
	Iteration 32Q: 3 clusters Score -1166498 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1166542.250000 Penalty: 4495.535156
	Iteration 33Q: 3 clusters Score -1166542 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1166580.375000 Penalty: 4495.535156
	Iteration 34Q: 3 clusters Score -1166580 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1166619.250000 Penalty: 4495.535156
	Iteration 35Q: 3 clusters Score -1166619 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1166662.500000 Penalty: 4495.535156
	Iteration 36Q: 3 clusters Score -1166662 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1166705.000000 Penalty: 4495.535156
	Iteration 37Q: 3 clusters Score -1166705 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1166739.750000 Penalty: 4495.535156
	Iteration 38Q: 3 clusters Score -1166740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1166776.375000 Penalty: 4495.535156
	Iteration 39Q: 3 clusters Score -1166776 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1166815.000000 Penalty: 4495.535156
	Iteration 40F: 3 clusters Score -1166815 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1166845.750000 Penalty: 4495.535156
	Iteration 41Q: 3 clusters Score -1166846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1166878.500000 Penalty: 4495.535156
	Iteration 42Q: 3 clusters Score -1166878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1166903.875000 Penalty: 4495.535156
	Iteration 43Q: 3 clusters Score -1166904 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1166932.625000 Penalty: 4495.535156
	Iteration 44Q: 3 clusters Score -1166933 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1166960.000000 Penalty: 4495.535156
	Iteration 45Q: 3 clusters Score -1166960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1166989.375000 Penalty: 4495.535156
	Iteration 46Q: 3 clusters Score -1166989 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1167017.375000 Penalty: 4495.535156
	Iteration 47Q: 3 clusters Score -1167017 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1167036.000000 Penalty: 4495.535156
	Iteration 48Q: 3 clusters Score -1167036 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1167066.625000 Penalty: 4495.535156
	Iteration 49Q: 3 clusters Score -1167067 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1167103.375000 Penalty: 4495.535156
	Iteration 50Q: 3 clusters Score -1167103 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1167126.625000 Penalty: 4495.535156
	Iteration 51Q: 3 clusters Score -1167127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1167137.500000 Penalty: 4495.535156
	Iteration 52Q: 3 clusters Score -1167138 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1167153.250000 Penalty: 4495.535156
	Iteration 53Q: 3 clusters Score -1167153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1167164.750000 Penalty: 4495.535156
	Iteration 54Q: 3 clusters Score -1167165 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1167177.875000 Penalty: 4495.535156
	Iteration 55Q: 3 clusters Score -1167178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1167188.125000 Penalty: 4495.535156
	Iteration 56Q: 3 clusters Score -1167188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1167203.875000 Penalty: 4495.535156
	Iteration 57Q: 3 clusters Score -1167204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1167216.500000 Penalty: 4495.535156
	Iteration 58Q: 3 clusters Score -1167216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1167225.250000 Penalty: 4495.535156
	Iteration 59Q: 3 clusters Score -1167225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1167239.250000 Penalty: 4495.535156
	Iteration 60F: 3 clusters Score -1167239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1167242.875000 Penalty: 4495.535156
	Iteration 61Q: 3 clusters Score -1167243 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1167247.750000 Penalty: 4495.535156
	Iteration 62Q: 3 clusters Score -1167248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1167251.375000 Penalty: 4495.535156
	Iteration 63Q: 3 clusters Score -1167251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1167253.750000 Penalty: 4495.535156
	Iteration 64Q: 3 clusters Score -1167254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1167256.000000 Penalty: 4495.535156
	Iteration 65Q: 3 clusters Score -1167256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1167259.750000 Penalty: 4495.535156
	Iteration 66Q: 3 clusters Score -1167260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1167258.875000 Penalty: 4495.535156
	Iteration 67Q: 3 clusters Score -1167259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1167261.625000 Penalty: 4495.535156
	Iteration 68Q: 3 clusters Score -1167262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1167261.250000 Penalty: 4495.535156
	Iteration 69Q: 3 clusters Score -1167261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1167263.125000 Penalty: 4495.535156
	Iteration 70Q: 3 clusters Score -1167263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1167264.250000 Penalty: 4495.535156
	Iteration 71Q: 3 clusters Score -1167264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1167266.250000 Penalty: 4495.535156
	Iteration 72Q: 3 clusters Score -1167266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1167267.500000 Penalty: 4495.535156
	Iteration 73Q: 3 clusters Score -1167268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1167269.375000 Penalty: 4495.535156
	Iteration 74Q: 3 clusters Score -1167269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1167271.875000 Penalty: 4495.535156
	Iteration 75Q: 3 clusters Score -1167272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1167274.250000 Penalty: 4495.535156
	Iteration 76Q: 3 clusters Score -1167274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1167275.375000 Penalty: 4495.535156
	Iteration 77Q: 3 clusters Score -1167275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1167276.375000 Penalty: 4495.535156
	Iteration 78Q: 3 clusters Score -1167276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1167280.000000 Penalty: 4495.535156
	Iteration 79Q: 3 clusters Score -1167280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1167280.875000 Penalty: 4495.535156
	Iteration 80F: 3 clusters Score -1167281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1167282.000000 Penalty: 4495.535156
	Iteration 81Q: 3 clusters Score -1167282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1167285.750000 Penalty: 4495.535156
	Iteration 82Q: 3 clusters Score -1167286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1167290.875000 Penalty: 4495.535156
	Iteration 83Q: 3 clusters Score -1167291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1167295.500000 Penalty: 4495.535156
	Iteration 84Q: 3 clusters Score -1167296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1167298.375000 Penalty: 4495.535156
	Iteration 85Q: 3 clusters Score -1167298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1167300.250000 Penalty: 4495.535156
	Iteration 86Q: 3 clusters Score -1167300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1167301.875000 Penalty: 4495.535156
	Iteration 87Q: 3 clusters Score -1167302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1167309.000000 Penalty: 4495.535156
	Iteration 88Q: 3 clusters Score -1167309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1167308.875000 Penalty: 4495.535156
	Iteration 89Q: 3 clusters Score -1167309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1167310.875000 Penalty: 4495.535156
	Iteration 90Q: 3 clusters Score -1167311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1167313.500000 Penalty: 4495.535156
	Iteration 91Q: 3 clusters Score -1167314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1167318.000000 Penalty: 4495.535156
	Iteration 92Q: 3 clusters Score -1167318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1167323.875000 Penalty: 4495.535156
	Iteration 93Q: 3 clusters Score -1167324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1167326.125000 Penalty: 4495.535156
	Iteration 94Q: 3 clusters Score -1167326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1167326.375000 Penalty: 4495.535156
	Iteration 95Q: 3 clusters Score -1167326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1167330.000000 Penalty: 4495.535156
	Iteration 96Q: 3 clusters Score -1167330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1167332.750000 Penalty: 4495.535156
	Iteration 97Q: 3 clusters Score -1167333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1167335.125000 Penalty: 4495.535156
	Iteration 98Q: 3 clusters Score -1167335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1167335.250000 Penalty: 4495.535156
	Iteration 99Q: 3 clusters Score -1167335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1167337.125000 Penalty: 4495.535156
	Iteration 100F: 3 clusters Score -1167337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1167340.125000 Penalty: 4495.535156
	Iteration 101Q: 3 clusters Score -1167340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1167341.000000 Penalty: 4495.535156
	Iteration 102Q: 3 clusters Score -1167341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1167342.375000 Penalty: 4495.535156
	Iteration 103Q: 3 clusters Score -1167342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1167342.375000 Penalty: 4495.535156
	Iteration 104F: 3 clusters Score -1167342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Entering Unmasked Estep 
Score: -3823198.000000 Penalty: 2542.056641
	Iteration 0F: 2 clusters Score -3823198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3803916.500000 Penalty: 5084.113281
	Iteration 0F: 3 clusters Score -3803916 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3810731.750000 Penalty: 5084.113281
	Iteration 1F: 3 clusters Score -3810732 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -3811249.000000 Penalty: 5084.113281
	Iteration 2Q: 3 clusters Score -3811249 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -3811744.250000 Penalty: 5084.113281
	Iteration 3Q: 3 clusters Score -3811744 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -3812210.500000 Penalty: 5084.113281
	Iteration 4Q: 3 clusters Score -3812210 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3812737.500000 Penalty: 5084.113281
	Iteration 5Q: 3 clusters Score -3812738 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -3813330.000000 Penalty: 5084.113281
	Iteration 6Q: 3 clusters Score -3813330 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -3813939.500000 Penalty: 5084.113281
	Iteration 7Q: 3 clusters Score -3813940 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -3814605.000000 Penalty: 5084.113281
	Iteration 8Q: 3 clusters Score -3814605 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3815333.250000 Penalty: 5084.113281
	Iteration 9Q: 3 clusters Score -3815333 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3816107.250000 Penalty: 5084.113281
	Iteration 10Q: 3 clusters Score -3816107 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -3816855.250000 Penalty: 5084.113281
	Iteration 11Q: 3 clusters Score -3816855 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -3817521.000000 Penalty: 5084.113281
	Iteration 12Q: 3 clusters Score -3817521 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3818117.750000 Penalty: 5084.113281
	Iteration 13Q: 3 clusters Score -3818118 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -3818649.250000 Penalty: 5084.113281
	Iteration 14Q: 3 clusters Score -3818649 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3819133.250000 Penalty: 5084.113281
	Iteration 15Q: 3 clusters Score -3819133 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -3819506.750000 Penalty: 5084.113281
	Iteration 16Q: 3 clusters Score -3819507 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3819825.250000 Penalty: 5084.113281
	Iteration 17Q: 3 clusters Score -3819825 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -3820090.250000 Penalty: 5084.113281
	Iteration 18Q: 3 clusters Score -3820090 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3820317.000000 Penalty: 5084.113281
	Iteration 19Q: 3 clusters Score -3820317 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -3820456.750000 Penalty: 5084.113281
	Iteration 20F: 3 clusters Score -3820457 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3820579.250000 Penalty: 5084.113281
	Iteration 21Q: 3 clusters Score -3820579 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -3820668.250000 Penalty: 5084.113281
	Iteration 22Q: 3 clusters Score -3820668 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3820739.000000 Penalty: 5084.113281
	Iteration 23Q: 3 clusters Score -3820739 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3820799.250000 Penalty: 5084.113281
	Iteration 24Q: 3 clusters Score -3820799 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3820834.500000 Penalty: 5084.113281
	Iteration 25Q: 3 clusters Score -3820834 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3820882.750000 Penalty: 5084.113281
	Iteration 26Q: 3 clusters Score -3820883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -3820903.500000 Penalty: 5084.113281
	Iteration 27Q: 3 clusters Score -3820904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3820922.250000 Penalty: 5084.113281
	Iteration 28Q: 3 clusters Score -3820922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3820941.500000 Penalty: 5084.113281
	Iteration 29Q: 3 clusters Score -3820942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3820949.750000 Penalty: 5084.113281
	Iteration 30Q: 3 clusters Score -3820950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3820955.500000 Penalty: 5084.113281
	Iteration 31Q: 3 clusters Score -3820956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3820949.750000 Penalty: 5084.113281
	Iteration 32Q: 3 clusters Score -3820950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3820957.500000 Penalty: 5084.113281
	Iteration 33Q: 3 clusters Score -3820958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3820955.000000 Penalty: 5084.113281
	Iteration 34Q: 3 clusters Score -3820955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3820958.250000 Penalty: 5084.113281
	Iteration 35Q: 3 clusters Score -3820958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3820957.750000 Penalty: 5084.113281
	Iteration 36Q: 3 clusters Score -3820958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3820955.000000 Penalty: 5084.113281
	Iteration 37Q: 3 clusters Score -3820955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3820957.500000 Penalty: 5084.113281
	Iteration 38Q: 3 clusters Score -3820958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3820961.000000 Penalty: 5084.113281
	Iteration 39Q: 3 clusters Score -3820961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3820958.750000 Penalty: 5084.113281
	Iteration 40F: 3 clusters Score -3820959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3820964.000000 Penalty: 5084.113281
	Iteration 41Q: 3 clusters Score -3820964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3820965.000000 Penalty: 5084.113281
	Iteration 42Q: 3 clusters Score -3820965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3820966.250000 Penalty: 5084.113281
	Iteration 43Q: 3 clusters Score -3820966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -3820975.500000 Penalty: 5084.113281
	Iteration 44Q: 3 clusters Score -3820976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3820977.250000 Penalty: 5084.113281
	Iteration 45Q: 3 clusters Score -3820977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3820976.500000 Penalty: 5084.113281
	Iteration 46Q: 3 clusters Score -3820976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27560 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3820979.000000 Penalty: 5084.113281
	Iteration 47Q: 3 clusters Score -3820979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3820978.000000 Penalty: 5084.113281
	Iteration 48Q: 3 clusters Score -3820978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3820978.750000 Penalty: 5084.113281
	Iteration 49Q: 3 clusters Score -3820979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3820982.750000 Penalty: 5084.113281
	Iteration 50Q: 3 clusters Score -3820983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3820983.250000 Penalty: 5084.113281
	Iteration 51Q: 3 clusters Score -3820983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3820980.250000 Penalty: 5084.113281
	Iteration 52Q: 3 clusters Score -3820980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3820981.250000 Penalty: 5084.113281
	Iteration 53Q: 3 clusters Score -3820981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3820980.250000 Penalty: 5084.113281
	Iteration 54Q: 3 clusters Score -3820980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3820980.000000 Penalty: 5084.113281
	Iteration 55Q: 3 clusters Score -3820980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3820982.000000 Penalty: 5084.113281
	Iteration 56Q: 3 clusters Score -3820982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3820988.000000 Penalty: 5084.113281
	Iteration 57Q: 3 clusters Score -3820988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3820996.250000 Penalty: 5084.113281
	Iteration 58Q: 3 clusters Score -3820996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3820996.750000 Penalty: 5084.113281
	Iteration 59Q: 3 clusters Score -3820997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3820996.750000 Penalty: 5084.113281
	Iteration 60F: 3 clusters Score -3820997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -67792.031250 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -67792.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66250.281250 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -66250.28 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66417.265625 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -66417.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -66498.773438 Penalty: 3089.341309
	Iteration 2F: 3 clusters Score -66498.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -66544.140625 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -66544.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -66559.937500 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -66559.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66580.359375 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -66580.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -66597.156250 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -66597.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -66652.742188 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -66652.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -66694.335938 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -66694.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -66716.835938 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -66716.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -66720.070312 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -66720.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -66721.882812 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -66721.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66723.070312 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -66723.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66724.203125 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -66724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66724.203125 Penalty: 3089.341309
	Iteration 14F: 3 clusters Score -66724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (19958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Entering Unmasked Estep 
Score: -2774435.500000 Penalty: 2455.543457
	Iteration 0F: 2 clusters Score -2774436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2760407.750000 Penalty: 4911.086914
	Iteration 0F: 3 clusters Score -2760408 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2765086.750000 Penalty: 4911.086914
	Iteration 1F: 3 clusters Score -2765087 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2765487.500000 Penalty: 4911.086914
	Iteration 2F: 3 clusters Score -2765488 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2765829.000000 Penalty: 4911.086914
	Iteration 3Q: 3 clusters Score -2765829 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2766177.500000 Penalty: 4911.086914
	Iteration 4Q: 3 clusters Score -2766178 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2766490.750000 Penalty: 4911.086914
	Iteration 5Q: 3 clusters Score -2766491 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2766779.500000 Penalty: 4911.086914
	Iteration 6Q: 3 clusters Score -2766780 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -2767056.750000 Penalty: 4911.086914
	Iteration 7Q: 3 clusters Score -2767057 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2767369.750000 Penalty: 4911.086914
	Iteration 8Q: 3 clusters Score -2767370 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -2767712.750000 Penalty: 4911.086914
	Iteration 9Q: 3 clusters Score -2767713 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2768034.000000 Penalty: 4911.086914
	Iteration 10Q: 3 clusters Score -2768034 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -2768335.250000 Penalty: 4911.086914
	Iteration 11Q: 3 clusters Score -2768335 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -2768643.500000 Penalty: 4911.086914
	Iteration 12Q: 3 clusters Score -2768644 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2768923.750000 Penalty: 4911.086914
	Iteration 13Q: 3 clusters Score -2768924 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2769186.000000 Penalty: 4911.086914
	Iteration 14Q: 3 clusters Score -2769186 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2769444.000000 Penalty: 4911.086914
	Iteration 15Q: 3 clusters Score -2769444 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2769686.500000 Penalty: 4911.086914
	Iteration 16Q: 3 clusters Score -2769686 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2769877.750000 Penalty: 4911.086914
	Iteration 17Q: 3 clusters Score -2769878 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -2770017.000000 Penalty: 4911.086914
	Iteration 18Q: 3 clusters Score -2770017 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2770140.000000 Penalty: 4911.086914
	Iteration 19Q: 3 clusters Score -2770140 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -2770248.500000 Penalty: 4911.086914
	Iteration 20F: 3 clusters Score -2770248 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2770345.500000 Penalty: 4911.086914
	Iteration 21Q: 3 clusters Score -2770346 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -2770435.750000 Penalty: 4911.086914
	Iteration 22Q: 3 clusters Score -2770436 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2770512.250000 Penalty: 4911.086914
	Iteration 23Q: 3 clusters Score -2770512 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2770603.500000 Penalty: 4911.086914
	Iteration 24Q: 3 clusters Score -2770604 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2770696.000000 Penalty: 4911.086914
	Iteration 25Q: 3 clusters Score -2770696 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2770779.000000 Penalty: 4911.086914
	Iteration 26Q: 3 clusters Score -2770779 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2770865.750000 Penalty: 4911.086914
	Iteration 27Q: 3 clusters Score -2770866 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2770949.750000 Penalty: 4911.086914
	Iteration 28Q: 3 clusters Score -2770950 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2771040.250000 Penalty: 4911.086914
	Iteration 29Q: 3 clusters Score -2771040 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2771144.750000 Penalty: 4911.086914
	Iteration 30Q: 3 clusters Score -2771145 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2771240.250000 Penalty: 4911.086914
	Iteration 31Q: 3 clusters Score -2771240 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2771348.000000 Penalty: 4911.086914
	Iteration 32Q: 3 clusters Score -2771348 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -2771456.250000 Penalty: 4911.086914
	Iteration 33Q: 3 clusters Score -2771456 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2771545.000000 Penalty: 4911.086914
	Iteration 34Q: 3 clusters Score -2771545 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2771628.250000 Penalty: 4911.086914
	Iteration 35Q: 3 clusters Score -2771628 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2771733.500000 Penalty: 4911.086914
	Iteration 36Q: 3 clusters Score -2771734 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -2771830.250000 Penalty: 4911.086914
	Iteration 37Q: 3 clusters Score -2771830 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2771912.250000 Penalty: 4911.086914
	Iteration 38Q: 3 clusters Score -2771912 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2771990.500000 Penalty: 4911.086914
	Iteration 39Q: 3 clusters Score -2771990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2772059.500000 Penalty: 4911.086914
	Iteration 40F: 3 clusters Score -2772060 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -2772105.750000 Penalty: 4911.086914
	Iteration 41Q: 3 clusters Score -2772106 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -2772139.000000 Penalty: 4911.086914
	Iteration 42Q: 3 clusters Score -2772139 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2772174.000000 Penalty: 4911.086914
	Iteration 43Q: 3 clusters Score -2772174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2772195.750000 Penalty: 4911.086914
	Iteration 44Q: 3 clusters Score -2772196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2772221.500000 Penalty: 4911.086914
	Iteration 45Q: 3 clusters Score -2772222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2772232.500000 Penalty: 4911.086914
	Iteration 46Q: 3 clusters Score -2772232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2772254.500000 Penalty: 4911.086914
	Iteration 47Q: 3 clusters Score -2772254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2772268.500000 Penalty: 4911.086914
	Iteration 48Q: 3 clusters Score -2772268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -2772273.250000 Penalty: 4911.086914
	Iteration 49Q: 3 clusters Score -2772273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -2772284.000000 Penalty: 4911.086914
	Iteration 50Q: 3 clusters Score -2772284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2772296.250000 Penalty: 4911.086914
	Iteration 51Q: 3 clusters Score -2772296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2772300.500000 Penalty: 4911.086914
	Iteration 52Q: 3 clusters Score -2772300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2772314.500000 Penalty: 4911.086914
	Iteration 53Q: 3 clusters Score -2772314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2772325.250000 Penalty: 4911.086914
	Iteration 54Q: 3 clusters Score -2772325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2772327.750000 Penalty: 4911.086914
	Iteration 55Q: 3 clusters Score -2772328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2772331.000000 Penalty: 4911.086914
	Iteration 56Q: 3 clusters Score -2772331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2772336.000000 Penalty: 4911.086914
	Iteration 57Q: 3 clusters Score -2772336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2772336.000000 Penalty: 4911.086914
	Iteration 58Q: 3 clusters Score -2772336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -2772336.750000 Penalty: 4911.086914
	Iteration 59Q: 3 clusters Score -2772337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2772346.500000 Penalty: 4911.086914
	Iteration 60F: 3 clusters Score -2772346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2772350.250000 Penalty: 4911.086914
	Iteration 61Q: 3 clusters Score -2772350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -2772354.250000 Penalty: 4911.086914
	Iteration 62Q: 3 clusters Score -2772354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -2772353.500000 Penalty: 4911.086914
	Iteration 63Q: 3 clusters Score -2772354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -2772353.250000 Penalty: 4911.086914
	Iteration 64Q: 3 clusters Score -2772353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2772362.500000 Penalty: 4911.086914
	Iteration 65Q: 3 clusters Score -2772362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -2772361.500000 Penalty: 4911.086914
	Iteration 66Q: 3 clusters Score -2772362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -2772365.750000 Penalty: 4911.086914
	Iteration 67Q: 3 clusters Score -2772366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -2772366.500000 Penalty: 4911.086914
	Iteration 68Q: 3 clusters Score -2772366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2772366.500000 Penalty: 4911.086914
	Iteration 69Q: 3 clusters Score -2772366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2772366.500000 Penalty: 4911.086914
	Iteration 70F: 3 clusters Score -2772366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39301 members 
Mstep: Class 4 contains 40595 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27318 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3039 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54422 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169467 members 
Mstep: Class 19 contains 4199 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 264595 members 
Mstep: Class 22 contains 14014 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 112096 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248832.000000 Penalty: 102059.687500
Iteration 399Q: 31 clusters Score -1.222488e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39335 members 
Mstep: Class 4 contains 40593 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27314 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54408 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169471 members 
Mstep: Class 19 contains 4172 members 
Mstep: Class 20 contains 29322 members 
Mstep: Class 21 contains 264623 members 
Mstep: Class 22 contains 14013 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 112075 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248784.000000 Penalty: 102059.687500
Iteration 400F: 31 clusters Score -1.222488e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39364 members 
Mstep: Class 4 contains 40588 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27311 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54383 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169492 members 
Mstep: Class 19 contains 4149 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 264649 members 
Mstep: Class 22 contains 14019 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 112043 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248712.000000 Penalty: 102059.687500
Iteration 401Q: 31 clusters Score -1.222487e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39399 members 
Mstep: Class 4 contains 40588 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27310 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54362 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169511 members 
Mstep: Class 19 contains 4126 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 264673 members 
Mstep: Class 22 contains 14021 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 112000 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248752.000000 Penalty: 102059.687500
Iteration 402Q: 31 clusters Score -1.222488e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39433 members 
Mstep: Class 4 contains 40590 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27309 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54335 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169521 members 
Mstep: Class 19 contains 4106 members 
Mstep: Class 20 contains 29320 members 
Mstep: Class 21 contains 264706 members 
Mstep: Class 22 contains 14022 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 111961 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248824.000000 Penalty: 102059.687500
Iteration 403Q: 31 clusters Score -1.222488e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39470 members 
Mstep: Class 4 contains 40589 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27308 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54304 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169540 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 29320 members 
Mstep: Class 21 contains 264730 members 
Mstep: Class 22 contains 14019 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 111927 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 19996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248912.000000 Penalty: 102059.687500
Iteration 404Q: 31 clusters Score -1.222489e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39510 members 
Mstep: Class 4 contains 40588 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27309 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54277 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169555 members 
Mstep: Class 19 contains 4061 members 
Mstep: Class 20 contains 29320 members 
Mstep: Class 21 contains 264768 members 
Mstep: Class 22 contains 14019 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 111882 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248912.000000 Penalty: 102059.687500
Iteration 405Q: 31 clusters Score -1.222489e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39536 members 
Mstep: Class 4 contains 40583 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27308 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54248 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169569 members 
Mstep: Class 19 contains 4032 members 
Mstep: Class 20 contains 29318 members 
Mstep: Class 21 contains 264822 members 
Mstep: Class 22 contains 14021 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 111848 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248792.000000 Penalty: 102059.687500
Iteration 406Q: 31 clusters Score -1.222488e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39575 members 
Mstep: Class 4 contains 40581 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27306 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54218 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169584 members 
Mstep: Class 19 contains 4004 members 
Mstep: Class 20 contains 29318 members 
Mstep: Class 21 contains 264873 members 
Mstep: Class 22 contains 14023 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 111793 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248728.000000 Penalty: 102059.687500
Iteration 407Q: 31 clusters Score -1.222487e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39605 members 
Mstep: Class 4 contains 40577 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27304 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3035 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6077 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54187 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169605 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 29318 members 
Mstep: Class 21 contains 264938 members 
Mstep: Class 22 contains 14025 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 111733 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248736.000000 Penalty: 102059.687500
Iteration 408Q: 31 clusters Score -1.222487e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39641 members 
Mstep: Class 4 contains 40576 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27302 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3035 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54159 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169620 members 
Mstep: Class 19 contains 3942 members 
Mstep: Class 20 contains 29318 members 
Mstep: Class 21 contains 264980 members 
Mstep: Class 22 contains 14030 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 111686 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8634 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248824.000000 Penalty: 102059.687500
Iteration 409Q: 31 clusters Score -1.222488e+08 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39693 members 
Mstep: Class 4 contains 40571 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27304 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2986 members 
Mstep: Class 9 contains 3036 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 54133 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169630 members 
Mstep: Class 19 contains 3914 members 
Mstep: Class 20 contains 29316 members 
Mstep: Class 21 contains 265020 members 
Mstep: Class 22 contains 14036 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 111630 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248776.000000 Penalty: 102059.687500
Iteration 410Q: 31 clusters Score -1.222488e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39746 members 
Mstep: Class 4 contains 40567 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27306 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 1233 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 54103 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169649 members 
Mstep: Class 19 contains 3887 members 
Mstep: Class 20 contains 29315 members 
Mstep: Class 21 contains 265065 members 
Mstep: Class 22 contains 14036 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 111570 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248728.000000 Penalty: 102059.687500
Iteration 411Q: 31 clusters Score -1.222487e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39777 members 
Mstep: Class 4 contains 40560 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27305 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 54077 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169671 members 
Mstep: Class 19 contains 3864 members 
Mstep: Class 20 contains 29315 members 
Mstep: Class 21 contains 265109 members 
Mstep: Class 22 contains 14037 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 111522 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248544.000000 Penalty: 102059.687500
Iteration 412Q: 31 clusters Score -1.222485e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39815 members 
Mstep: Class 4 contains 40554 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27303 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 54042 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169690 members 
Mstep: Class 19 contains 3850 members 
Mstep: Class 20 contains 29314 members 
Mstep: Class 21 contains 265166 members 
Mstep: Class 22 contains 14038 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 111450 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28287 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248424.000000 Penalty: 102059.687500
Iteration 413Q: 31 clusters Score -1.222484e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39859 members 
Mstep: Class 4 contains 40548 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27302 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 54005 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 169708 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 29315 members 
Mstep: Class 21 contains 265215 members 
Mstep: Class 22 contains 14037 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 111384 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8634 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248480.000000 Penalty: 102059.687500
Iteration 414Q: 31 clusters Score -1.222485e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39912 members 
Mstep: Class 4 contains 40545 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27299 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3037 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 53954 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169732 members 
Mstep: Class 19 contains 3830 members 
Mstep: Class 20 contains 29315 members 
Mstep: Class 21 contains 265246 members 
Mstep: Class 22 contains 14037 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 111343 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8634 members 
Mstep: Class 28 contains 28287 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248584.000000 Penalty: 102059.687500
Iteration 415Q: 31 clusters Score -1.222486e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 39956 members 
Mstep: Class 4 contains 40544 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27299 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 53908 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169755 members 
Mstep: Class 19 contains 3806 members 
Mstep: Class 20 contains 29316 members 
Mstep: Class 21 contains 265291 members 
Mstep: Class 22 contains 14036 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 111294 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8634 members 
Mstep: Class 28 contains 28287 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248504.000000 Penalty: 102059.687500
Iteration 416Q: 31 clusters Score -1.222485e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40009 members 
Mstep: Class 4 contains 40546 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27299 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3034 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 53860 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169778 members 
Mstep: Class 19 contains 3785 members 
Mstep: Class 20 contains 29318 members 
Mstep: Class 21 contains 265317 members 
Mstep: Class 22 contains 14037 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 111251 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8634 members 
Mstep: Class 28 contains 28288 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248600.000000 Penalty: 102059.687500
Iteration 417Q: 31 clusters Score -1.222486e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40056 members 
Mstep: Class 4 contains 40544 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27294 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3030 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 53815 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169807 members 
Mstep: Class 19 contains 3762 members 
Mstep: Class 20 contains 29319 members 
Mstep: Class 21 contains 265344 members 
Mstep: Class 22 contains 14039 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 111217 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8634 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248560.000000 Penalty: 102059.687500
Iteration 418Q: 31 clusters Score -1.222486e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40112 members 
Mstep: Class 4 contains 40543 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27295 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 53772 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169829 members 
Mstep: Class 19 contains 3746 members 
Mstep: Class 20 contains 29319 members 
Mstep: Class 21 contains 265356 members 
Mstep: Class 22 contains 14043 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 111182 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8634 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248456.000000 Penalty: 102059.687500
Iteration 419Q: 31 clusters Score -1.222485e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40162 members 
Mstep: Class 4 contains 40544 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27293 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3021 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16362 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 53734 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169844 members 
Mstep: Class 19 contains 3733 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 265381 members 
Mstep: Class 22 contains 14044 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 111140 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8634 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248456.000000 Penalty: 102059.687500
Iteration 420F: 31 clusters Score -1.222485e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40217 members 
Mstep: Class 4 contains 40541 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27291 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3018 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16361 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6078 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 53706 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169855 members 
Mstep: Class 19 contains 3716 members 
Mstep: Class 20 contains 29319 members 
Mstep: Class 21 contains 265416 members 
Mstep: Class 22 contains 14039 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 111091 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28290 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248528.000000 Penalty: 102059.687500
Iteration 421Q: 31 clusters Score -1.222485e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40264 members 
Mstep: Class 4 contains 40538 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27292 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 3015 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16360 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 53672 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169862 members 
Mstep: Class 19 contains 3701 members 
Mstep: Class 20 contains 29321 members 
Mstep: Class 21 contains 265442 members 
Mstep: Class 22 contains 14039 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 111056 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28289 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248408.000000 Penalty: 102059.687500
Iteration 422Q: 31 clusters Score -1.222484e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40305 members 
Mstep: Class 4 contains 40535 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27288 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3010 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16359 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53644 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169864 members 
Mstep: Class 19 contains 3692 members 
Mstep: Class 20 contains 29325 members 
Mstep: Class 21 contains 265482 members 
Mstep: Class 22 contains 14041 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 111014 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28290 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248472.000000 Penalty: 102059.687500
Iteration 423Q: 31 clusters Score -1.222485e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40346 members 
Mstep: Class 4 contains 40534 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27290 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3005 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16358 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53605 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169876 members 
Mstep: Class 19 contains 3685 members 
Mstep: Class 20 contains 29326 members 
Mstep: Class 21 contains 265516 members 
Mstep: Class 22 contains 14045 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 110969 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8636 members 
Mstep: Class 28 contains 28290 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248496.000000 Penalty: 102059.687500
Iteration 424Q: 31 clusters Score -1.222485e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40382 members 
Mstep: Class 4 contains 40531 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27290 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16358 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 53577 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169888 members 
Mstep: Class 19 contains 3675 members 
Mstep: Class 20 contains 29326 members 
Mstep: Class 21 contains 265543 members 
Mstep: Class 22 contains 14050 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 110931 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28290 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248480.000000 Penalty: 102059.687500
Iteration 425Q: 31 clusters Score -1.222485e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40413 members 
Mstep: Class 4 contains 40526 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27291 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2997 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16359 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 53543 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169898 members 
Mstep: Class 19 contains 3660 members 
Mstep: Class 20 contains 29325 members 
Mstep: Class 21 contains 265581 members 
Mstep: Class 22 contains 14053 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 110900 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28291 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248600.000000 Penalty: 102059.687500
Iteration 426Q: 31 clusters Score -1.222486e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40449 members 
Mstep: Class 4 contains 40523 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27288 members 
Mstep: Class 7 contains 4350 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16359 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6079 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 53515 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169910 members 
Mstep: Class 19 contains 3644 members 
Mstep: Class 20 contains 29326 members 
Mstep: Class 21 contains 265613 members 
Mstep: Class 22 contains 14056 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 110869 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28291 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248552.000000 Penalty: 102059.687500
Iteration 427Q: 31 clusters Score -1.222486e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40477 members 
Mstep: Class 4 contains 40522 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27288 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2988 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16360 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 53482 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169922 members 
Mstep: Class 19 contains 3634 members 
Mstep: Class 20 contains 29326 members 
Mstep: Class 21 contains 265655 members 
Mstep: Class 22 contains 14057 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 110829 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28292 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248512.000000 Penalty: 102059.687500
Iteration 428Q: 31 clusters Score -1.222485e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40499 members 
Mstep: Class 4 contains 40518 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27287 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2983 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16361 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 53455 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169923 members 
Mstep: Class 19 contains 3618 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 265703 members 
Mstep: Class 22 contains 14065 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 110790 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8635 members 
Mstep: Class 28 contains 28294 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248440.000000 Penalty: 102059.687500
Iteration 429Q: 31 clusters Score -1.222484e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40523 members 
Mstep: Class 4 contains 40514 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27287 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2978 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 53428 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169939 members 
Mstep: Class 19 contains 3611 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 265744 members 
Mstep: Class 22 contains 14072 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 110732 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8634 members 
Mstep: Class 28 contains 28294 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248312.000000 Penalty: 102059.687500
Iteration 430Q: 31 clusters Score -1.222483e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40551 members 
Mstep: Class 4 contains 40517 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27287 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2974 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 53405 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169950 members 
Mstep: Class 19 contains 3601 members 
Mstep: Class 20 contains 29326 members 
Mstep: Class 21 contains 265781 members 
Mstep: Class 22 contains 14074 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 110685 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8634 members 
Mstep: Class 28 contains 28294 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248184.000000 Penalty: 102059.687500
Iteration 431Q: 31 clusters Score -1.222482e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40576 members 
Mstep: Class 4 contains 40517 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27284 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53394 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169957 members 
Mstep: Class 19 contains 3586 members 
Mstep: Class 20 contains 29326 members 
Mstep: Class 21 contains 265815 members 
Mstep: Class 22 contains 14074 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 110645 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8634 members 
Mstep: Class 28 contains 28294 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248192.000000 Penalty: 102059.687500
Iteration 432Q: 31 clusters Score -1.222482e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40624 members 
Mstep: Class 4 contains 40516 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27284 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2970 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53367 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169969 members 
Mstep: Class 19 contains 3580 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 265838 members 
Mstep: Class 22 contains 14076 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 110590 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8633 members 
Mstep: Class 28 contains 28294 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248184.000000 Penalty: 102059.687500
Iteration 433Q: 31 clusters Score -1.222482e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40668 members 
Mstep: Class 4 contains 40516 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27281 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2969 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53337 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169970 members 
Mstep: Class 19 contains 3569 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 265877 members 
Mstep: Class 22 contains 14079 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 110541 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8633 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248040.000000 Penalty: 102059.687500
Iteration 434Q: 31 clusters Score -1.22248e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40708 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27278 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53311 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169973 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 265921 members 
Mstep: Class 22 contains 14078 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 110490 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8633 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248040.000000 Penalty: 102059.687500
Iteration 435Q: 31 clusters Score -1.22248e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40753 members 
Mstep: Class 4 contains 40520 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27278 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53283 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169980 members 
Mstep: Class 19 contains 3541 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 265969 members 
Mstep: Class 22 contains 14081 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 110432 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248056.000000 Penalty: 102059.687500
Iteration 436Q: 31 clusters Score -1.222481e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40799 members 
Mstep: Class 4 contains 40521 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27276 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53262 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169986 members 
Mstep: Class 19 contains 3525 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 266022 members 
Mstep: Class 22 contains 14079 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 110367 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247944.000000 Penalty: 102059.687500
Iteration 437Q: 31 clusters Score -1.222479e+08 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40835 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27273 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53243 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 169994 members 
Mstep: Class 19 contains 3507 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 266088 members 
Mstep: Class 22 contains 14079 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 110293 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122248000.000000 Penalty: 102059.687500
Iteration 438Q: 31 clusters Score -1.22248e+08 nChanged 194
Entering ConstructFrom: 
Score: -122248000.000000 Penalty: 102059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -24645.960938 Penalty: 1328.433472
	Iteration 0F: 2 clusters Score -24645.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -23537.048828 Penalty: 2656.866943
	Iteration 0F: 3 clusters Score -23537.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23648.476562 Penalty: 2656.866943
	Iteration 1F: 3 clusters Score -23648.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -23726.505859 Penalty: 2656.866943
	Iteration 2Q: 3 clusters Score -23726.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -23772.931641 Penalty: 2656.866943
	Iteration 3Q: 3 clusters Score -23772.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -23790.820312 Penalty: 2656.866943
	Iteration 4Q: 3 clusters Score -23790.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -23801.021484 Penalty: 2656.866943
	Iteration 5Q: 3 clusters Score -23801.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23813.404297 Penalty: 2656.866943
	Iteration 6Q: 3 clusters Score -23813.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -23813.404297 Penalty: 2656.866943
	Iteration 7F: 3 clusters Score -23813.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -63715.867188 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -63715.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -62256.304688 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -62256.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62455.722656 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -62455.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -62493.234375 Penalty: 3061.163330
	Iteration 2Q: 3 clusters Score -62493.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62499.628906 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -62499.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62499.628906 Penalty: 3061.163330
	Iteration 4F: 3 clusters Score -62499.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (40880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Entering Unmasked Estep 
Score: -5698309.500000 Penalty: 2633.362061
	Iteration 0F: 2 clusters Score -5698310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -5670631.000000 Penalty: 5266.724121
	Iteration 0F: 3 clusters Score -5670631 nChanged 18737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5680706.500000 Penalty: 5266.724121
	Iteration 1F: 3 clusters Score -5680706 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -5681206.500000 Penalty: 5266.724121
	Iteration 2Q: 3 clusters Score -5681206 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -5681605.000000 Penalty: 5266.724121
	Iteration 3Q: 3 clusters Score -5681605 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -5682004.500000 Penalty: 5266.724121
	Iteration 4Q: 3 clusters Score -5682004 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -5682387.500000 Penalty: 5266.724121
	Iteration 5Q: 3 clusters Score -5682388 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -5682819.000000 Penalty: 5266.724121
	Iteration 6Q: 3 clusters Score -5682819 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -5683390.000000 Penalty: 5266.724121
	Iteration 7Q: 3 clusters Score -5683390 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -5684156.000000 Penalty: 5266.724121
	Iteration 8Q: 3 clusters Score -5684156 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -5685306.500000 Penalty: 5266.724121
	Iteration 9Q: 3 clusters Score -5685306 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -5686992.000000 Penalty: 5266.724121
	Iteration 10F: 3 clusters Score -5686992 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -5688993.500000 Penalty: 5266.724121
	Iteration 11F: 3 clusters Score -5688994 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -5690871.500000 Penalty: 5266.724121
	Iteration 12F: 3 clusters Score -5690872 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -5692202.500000 Penalty: 5266.724121
	Iteration 13Q: 3 clusters Score -5692202 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -5693099.000000 Penalty: 5266.724121
	Iteration 14Q: 3 clusters Score -5693099 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -5693804.000000 Penalty: 5266.724121
	Iteration 15Q: 3 clusters Score -5693804 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -5694340.500000 Penalty: 5266.724121
	Iteration 16Q: 3 clusters Score -5694340 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -5694798.000000 Penalty: 5266.724121
	Iteration 17Q: 3 clusters Score -5694798 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -5695161.000000 Penalty: 5266.724121
	Iteration 18Q: 3 clusters Score -5695161 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -5695443.000000 Penalty: 5266.724121
	Iteration 19Q: 3 clusters Score -5695443 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -5695651.000000 Penalty: 5266.724121
	Iteration 20F: 3 clusters Score -5695651 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -5695796.000000 Penalty: 5266.724121
	Iteration 21Q: 3 clusters Score -5695796 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -5695901.000000 Penalty: 5266.724121
	Iteration 22Q: 3 clusters Score -5695901 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -5696023.500000 Penalty: 5266.724121
	Iteration 23Q: 3 clusters Score -5696024 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -5696098.500000 Penalty: 5266.724121
	Iteration 24Q: 3 clusters Score -5696098 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -5696143.500000 Penalty: 5266.724121
	Iteration 25Q: 3 clusters Score -5696144 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -5696195.500000 Penalty: 5266.724121
	Iteration 26Q: 3 clusters Score -5696196 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -5696217.000000 Penalty: 5266.724121
	Iteration 27Q: 3 clusters Score -5696217 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -5696261.500000 Penalty: 5266.724121
	Iteration 28Q: 3 clusters Score -5696262 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -5696281.000000 Penalty: 5266.724121
	Iteration 29Q: 3 clusters Score -5696281 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -5696305.500000 Penalty: 5266.724121
	Iteration 30Q: 3 clusters Score -5696306 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -5696301.000000 Penalty: 5266.724121
	Iteration 31Q: 3 clusters Score -5696301 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -5696323.000000 Penalty: 5266.724121
	Iteration 32Q: 3 clusters Score -5696323 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -5696328.500000 Penalty: 5266.724121
	Iteration 33Q: 3 clusters Score -5696328 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -5696334.500000 Penalty: 5266.724121
	Iteration 34Q: 3 clusters Score -5696334 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -5696358.000000 Penalty: 5266.724121
	Iteration 35Q: 3 clusters Score -5696358 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -5696366.000000 Penalty: 5266.724121
	Iteration 36Q: 3 clusters Score -5696366 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -5696365.500000 Penalty: 5266.724121
	Iteration 37Q: 3 clusters Score -5696366 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -5696386.000000 Penalty: 5266.724121
	Iteration 38Q: 3 clusters Score -5696386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5696381.500000 Penalty: 5266.724121
	Iteration 39Q: 3 clusters Score -5696382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -5696373.000000 Penalty: 5266.724121
	Iteration 40F: 3 clusters Score -5696373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5696377.500000 Penalty: 5266.724121
	Iteration 41Q: 3 clusters Score -5696378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -5696375.000000 Penalty: 5266.724121
	Iteration 42Q: 3 clusters Score -5696375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -5696384.500000 Penalty: 5266.724121
	Iteration 43Q: 3 clusters Score -5696384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -5696381.500000 Penalty: 5266.724121
	Iteration 44Q: 3 clusters Score -5696382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -5696387.500000 Penalty: 5266.724121
	Iteration 45Q: 3 clusters Score -5696388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -5696378.500000 Penalty: 5266.724121
	Iteration 46Q: 3 clusters Score -5696378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -5696384.500000 Penalty: 5266.724121
	Iteration 47Q: 3 clusters Score -5696384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -5696385.000000 Penalty: 5266.724121
	Iteration 48Q: 3 clusters Score -5696385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -5696388.000000 Penalty: 5266.724121
	Iteration 49Q: 3 clusters Score -5696388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -5696384.000000 Penalty: 5266.724121
	Iteration 50Q: 3 clusters Score -5696384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -5696390.500000 Penalty: 5266.724121
	Iteration 51Q: 3 clusters Score -5696390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -5696376.000000 Penalty: 5266.724121
	Iteration 52Q: 3 clusters Score -5696376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -5696373.000000 Penalty: 5266.724121
	Iteration 53Q: 3 clusters Score -5696373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -5696374.500000 Penalty: 5266.724121
	Iteration 54Q: 3 clusters Score -5696374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -5696375.500000 Penalty: 5266.724121
	Iteration 55Q: 3 clusters Score -5696376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -5696374.500000 Penalty: 5266.724121
	Iteration 56Q: 3 clusters Score -5696374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -5696376.500000 Penalty: 5266.724121
	Iteration 57Q: 3 clusters Score -5696376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -5696366.000000 Penalty: 5266.724121
	Iteration 58Q: 3 clusters Score -5696366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -5696372.000000 Penalty: 5266.724121
	Iteration 59Q: 3 clusters Score -5696372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -5696378.500000 Penalty: 5266.724121
	Iteration 60F: 3 clusters Score -5696378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -5696386.500000 Penalty: 5266.724121
	Iteration 61Q: 3 clusters Score -5696386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -5696386.000000 Penalty: 5266.724121
	Iteration 62Q: 3 clusters Score -5696386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -5696391.500000 Penalty: 5266.724121
	Iteration 63Q: 3 clusters Score -5696392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -5696396.000000 Penalty: 5266.724121
	Iteration 64Q: 3 clusters Score -5696396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -5696397.500000 Penalty: 5266.724121
	Iteration 65Q: 3 clusters Score -5696398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -5696399.000000 Penalty: 5266.724121
	Iteration 66Q: 3 clusters Score -5696399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -5696392.000000 Penalty: 5266.724121
	Iteration 67Q: 3 clusters Score -5696392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -5696395.500000 Penalty: 5266.724121
	Iteration 68Q: 3 clusters Score -5696396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -5696395.000000 Penalty: 5266.724121
	Iteration 69Q: 3 clusters Score -5696395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -5696391.500000 Penalty: 5266.724121
	Iteration 70Q: 3 clusters Score -5696392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -5696388.500000 Penalty: 5266.724121
	Iteration 71Q: 3 clusters Score -5696388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -5696393.500000 Penalty: 5266.724121
	Iteration 72Q: 3 clusters Score -5696394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -5696391.500000 Penalty: 5266.724121
	Iteration 73Q: 3 clusters Score -5696392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -5696384.000000 Penalty: 5266.724121
	Iteration 74Q: 3 clusters Score -5696384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -5696387.500000 Penalty: 5266.724121
	Iteration 75Q: 3 clusters Score -5696388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -5696392.500000 Penalty: 5266.724121
	Iteration 76Q: 3 clusters Score -5696392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -5696393.500000 Penalty: 5266.724121
	Iteration 77Q: 3 clusters Score -5696394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -5696394.000000 Penalty: 5266.724121
	Iteration 78Q: 3 clusters Score -5696394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -5696389.500000 Penalty: 5266.724121
	Iteration 79Q: 3 clusters Score -5696390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -5696387.000000 Penalty: 5266.724121
	Iteration 80F: 3 clusters Score -5696387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -5696389.500000 Penalty: 5266.724121
	Iteration 81Q: 3 clusters Score -5696390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -5696389.500000 Penalty: 5266.724121
	Iteration 82F: 3 clusters Score -5696390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Entering Unmasked Estep 
Score: -5650518.500000 Penalty: 2631.162598
	Iteration 0F: 2 clusters Score -5650518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -5623100.000000 Penalty: 5262.325195
	Iteration 0F: 3 clusters Score -5623100 nChanged 18465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19903 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -5633272.000000 Penalty: 5262.325195
	Iteration 1F: 3 clusters Score -5633272 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -5633773.000000 Penalty: 5262.325195
	Iteration 2Q: 3 clusters Score -5633773 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -5634275.000000 Penalty: 5262.325195
	Iteration 3Q: 3 clusters Score -5634275 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -5634740.500000 Penalty: 5262.325195
	Iteration 4Q: 3 clusters Score -5634740 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -5635198.500000 Penalty: 5262.325195
	Iteration 5Q: 3 clusters Score -5635198 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -5635684.000000 Penalty: 5262.325195
	Iteration 6Q: 3 clusters Score -5635684 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -5636162.500000 Penalty: 5262.325195
	Iteration 7Q: 3 clusters Score -5636162 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -5636691.000000 Penalty: 5262.325195
	Iteration 8Q: 3 clusters Score -5636691 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -5637309.000000 Penalty: 5262.325195
	Iteration 9Q: 3 clusters Score -5637309 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -5637962.500000 Penalty: 5262.325195
	Iteration 10Q: 3 clusters Score -5637962 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 26925 members 
Entering Unmasked Estep 
Score: -5638793.500000 Penalty: 5262.325195
	Iteration 11Q: 3 clusters Score -5638794 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -5639884.500000 Penalty: 5262.325195
	Iteration 12Q: 3 clusters Score -5639884 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -5641234.000000 Penalty: 5262.325195
	Iteration 13Q: 3 clusters Score -5641234 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -5642763.000000 Penalty: 5262.325195
	Iteration 14Q: 3 clusters Score -5642763 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -5644310.000000 Penalty: 5262.325195
	Iteration 15Q: 3 clusters Score -5644310 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 34679 members 
Entering Unmasked Estep 
Score: -5645442.000000 Penalty: 5262.325195
	Iteration 16Q: 3 clusters Score -5645442 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -5646236.500000 Penalty: 5262.325195
	Iteration 17Q: 3 clusters Score -5646236 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -5646726.500000 Penalty: 5262.325195
	Iteration 18Q: 3 clusters Score -5646726 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -5647078.500000 Penalty: 5262.325195
	Iteration 19Q: 3 clusters Score -5647078 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -5647317.500000 Penalty: 5262.325195
	Iteration 20F: 3 clusters Score -5647318 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -5647495.000000 Penalty: 5262.325195
	Iteration 21Q: 3 clusters Score -5647495 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -5647665.000000 Penalty: 5262.325195
	Iteration 22Q: 3 clusters Score -5647665 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -5647827.500000 Penalty: 5262.325195
	Iteration 23Q: 3 clusters Score -5647828 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -5647942.500000 Penalty: 5262.325195
	Iteration 24Q: 3 clusters Score -5647942 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 38591 members 
Entering Unmasked Estep 
Score: -5648038.500000 Penalty: 5262.325195
	Iteration 25Q: 3 clusters Score -5648038 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -5648101.500000 Penalty: 5262.325195
	Iteration 26Q: 3 clusters Score -5648102 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -5648156.000000 Penalty: 5262.325195
	Iteration 27Q: 3 clusters Score -5648156 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -5648194.000000 Penalty: 5262.325195
	Iteration 28Q: 3 clusters Score -5648194 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -5648227.500000 Penalty: 5262.325195
	Iteration 29Q: 3 clusters Score -5648228 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -5648261.500000 Penalty: 5262.325195
	Iteration 30Q: 3 clusters Score -5648262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -5648297.000000 Penalty: 5262.325195
	Iteration 31Q: 3 clusters Score -5648297 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -5648317.500000 Penalty: 5262.325195
	Iteration 32Q: 3 clusters Score -5648318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
Score: -5648316.000000 Penalty: 5262.325195
	Iteration 33Q: 3 clusters Score -5648316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -5648330.000000 Penalty: 5262.325195
	Iteration 34Q: 3 clusters Score -5648330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -5648333.500000 Penalty: 5262.325195
	Iteration 35Q: 3 clusters Score -5648334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -5648335.000000 Penalty: 5262.325195
	Iteration 36Q: 3 clusters Score -5648335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -5648342.000000 Penalty: 5262.325195
	Iteration 37Q: 3 clusters Score -5648342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -5648348.500000 Penalty: 5262.325195
	Iteration 38Q: 3 clusters Score -5648348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 39301 members 
Entering Unmasked Estep 
Score: -5648352.500000 Penalty: 5262.325195
	Iteration 39Q: 3 clusters Score -5648352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -5648348.000000 Penalty: 5262.325195
	Iteration 40F: 3 clusters Score -5648348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -5648355.500000 Penalty: 5262.325195
	Iteration 41Q: 3 clusters Score -5648356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -5648355.500000 Penalty: 5262.325195
	Iteration 42Q: 3 clusters Score -5648356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -5648366.500000 Penalty: 5262.325195
	Iteration 43Q: 3 clusters Score -5648366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -5648362.500000 Penalty: 5262.325195
	Iteration 44Q: 3 clusters Score -5648362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -5648371.000000 Penalty: 5262.325195
	Iteration 45Q: 3 clusters Score -5648371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -5648379.000000 Penalty: 5262.325195
	Iteration 46Q: 3 clusters Score -5648379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -5648386.500000 Penalty: 5262.325195
	Iteration 47Q: 3 clusters Score -5648386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -5648393.000000 Penalty: 5262.325195
	Iteration 48Q: 3 clusters Score -5648393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5648405.500000 Penalty: 5262.325195
	Iteration 49Q: 3 clusters Score -5648406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -5648404.000000 Penalty: 5262.325195
	Iteration 50Q: 3 clusters Score -5648404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -5648398.500000 Penalty: 5262.325195
	Iteration 51Q: 3 clusters Score -5648398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -5648407.000000 Penalty: 5262.325195
	Iteration 52Q: 3 clusters Score -5648407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -5648408.500000 Penalty: 5262.325195
	Iteration 53Q: 3 clusters Score -5648408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -5648412.000000 Penalty: 5262.325195
	Iteration 54Q: 3 clusters Score -5648412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -5648413.000000 Penalty: 5262.325195
	Iteration 55Q: 3 clusters Score -5648413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -5648407.500000 Penalty: 5262.325195
	Iteration 56Q: 3 clusters Score -5648408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 39465 members 
Entering Unmasked Estep 
Score: -5648413.000000 Penalty: 5262.325195
	Iteration 57Q: 3 clusters Score -5648413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -5648411.500000 Penalty: 5262.325195
	Iteration 58Q: 3 clusters Score -5648412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -5648420.500000 Penalty: 5262.325195
	Iteration 59Q: 3 clusters Score -5648420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -5648425.500000 Penalty: 5262.325195
	Iteration 60F: 3 clusters Score -5648426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -5648429.500000 Penalty: 5262.325195
	Iteration 61Q: 3 clusters Score -5648430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -5648426.500000 Penalty: 5262.325195
	Iteration 62Q: 3 clusters Score -5648426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -5648423.000000 Penalty: 5262.325195
	Iteration 63Q: 3 clusters Score -5648423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -5648422.500000 Penalty: 5262.325195
	Iteration 64Q: 3 clusters Score -5648422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -5648425.000000 Penalty: 5262.325195
	Iteration 65Q: 3 clusters Score -5648425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -5648434.500000 Penalty: 5262.325195
	Iteration 66Q: 3 clusters Score -5648434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -5648430.500000 Penalty: 5262.325195
	Iteration 67Q: 3 clusters Score -5648430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -5648440.000000 Penalty: 5262.325195
	Iteration 68Q: 3 clusters Score -5648440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -5648440.000000 Penalty: 5262.325195
	Iteration 69Q: 3 clusters Score -5648440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -5648442.500000 Penalty: 5262.325195
	Iteration 70Q: 3 clusters Score -5648442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -5648446.500000 Penalty: 5262.325195
	Iteration 71Q: 3 clusters Score -5648446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -5648440.000000 Penalty: 5262.325195
	Iteration 72Q: 3 clusters Score -5648440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -5648445.500000 Penalty: 5262.325195
	Iteration 73Q: 3 clusters Score -5648446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -5648443.500000 Penalty: 5262.325195
	Iteration 74Q: 3 clusters Score -5648444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -5648447.500000 Penalty: 5262.325195
	Iteration 75Q: 3 clusters Score -5648448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -5648447.500000 Penalty: 5262.325195
	Iteration 76F: 3 clusters Score -5648448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -98539.398438 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -98539.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -96851.984375 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -96851.98 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -97284.632812 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -97284.63 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -97598.281250 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -97598.28 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -97885.945312 Penalty: 3292.080078
	Iteration 3F: 3 clusters Score -97885.95 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -98118.234375 Penalty: 3292.080078
	Iteration 4F: 3 clusters Score -98118.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -98221.375000 Penalty: 3292.080078
	Iteration 5Q: 3 clusters Score -98221.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -98283.164062 Penalty: 3292.080078
	Iteration 6Q: 3 clusters Score -98283.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -98324.593750 Penalty: 3292.080078
	Iteration 7Q: 3 clusters Score -98324.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -98335.468750 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -98335.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -98351.335938 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -98351.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -98398.476562 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -98398.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -98456.164062 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -98456.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -98478.726562 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -98478.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98517.015625 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -98517.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -98553.304688 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -98553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -98593.664062 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -98593.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -98634.218750 Penalty: 3292.080078
	Iteration 16Q: 3 clusters Score -98634.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98658.695312 Penalty: 3292.080078
	Iteration 17Q: 3 clusters Score -98658.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98669.484375 Penalty: 3292.080078
	Iteration 18Q: 3 clusters Score -98669.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98671.218750 Penalty: 3292.080078
	Iteration 19Q: 3 clusters Score -98671.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98691.593750 Penalty: 3292.080078
	Iteration 20F: 3 clusters Score -98691.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98710.031250 Penalty: 3292.080078
	Iteration 21Q: 3 clusters Score -98710.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -98710.031250 Penalty: 3292.080078
	Iteration 22F: 3 clusters Score -98710.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40880 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 5 contains 208 members 
Mstep: Class 6 contains 27270 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53218 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170005 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 266119 members 
Mstep: Class 22 contains 14080 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 110250 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20195 members 
Mstep: Class 31 contains 555 members 
Entering Unmasked Estep 
Score: -122246224.000000 Penalty: 105461.679688
Splitting cluster 5 changes total score from -122248000.000000 to -122246224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (27270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Entering Unmasked Estep 
Score: -3420483.250000 Penalty: 2532.958740
	Iteration 0F: 2 clusters Score -3420483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3401926.000000 Penalty: 5065.917480
	Iteration 0F: 3 clusters Score -3401926 nChanged 12089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -3408675.750000 Penalty: 5065.917480
	Iteration 1F: 3 clusters Score -3408676 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -3409673.750000 Penalty: 5065.917480
	Iteration 2F: 3 clusters Score -3409674 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3410899.000000 Penalty: 5065.917480
	Iteration 3F: 3 clusters Score -3410899 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -3412342.000000 Penalty: 5065.917480
	Iteration 4F: 3 clusters Score -3412342 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -3413852.750000 Penalty: 5065.917480
	Iteration 5F: 3 clusters Score -3413853 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -3415360.750000 Penalty: 5065.917480
	Iteration 6F: 3 clusters Score -3415361 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3416515.500000 Penalty: 5065.917480
	Iteration 7F: 3 clusters Score -3416516 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -3417222.250000 Penalty: 5065.917480
	Iteration 8Q: 3 clusters Score -3417222 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
Score: -3417632.500000 Penalty: 5065.917480
	Iteration 9Q: 3 clusters Score -3417632 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3417902.250000 Penalty: 5065.917480
	Iteration 10Q: 3 clusters Score -3417902 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -3418045.500000 Penalty: 5065.917480
	Iteration 11Q: 3 clusters Score -3418046 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -3418161.750000 Penalty: 5065.917480
	Iteration 12Q: 3 clusters Score -3418162 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -3418276.750000 Penalty: 5065.917480
	Iteration 13Q: 3 clusters Score -3418277 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -3418380.000000 Penalty: 5065.917480
	Iteration 14Q: 3 clusters Score -3418380 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -3418458.750000 Penalty: 5065.917480
	Iteration 15Q: 3 clusters Score -3418459 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -3418531.250000 Penalty: 5065.917480
	Iteration 16Q: 3 clusters Score -3418531 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -3418603.500000 Penalty: 5065.917480
	Iteration 17Q: 3 clusters Score -3418604 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -3418663.500000 Penalty: 5065.917480
	Iteration 18Q: 3 clusters Score -3418664 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -3418739.000000 Penalty: 5065.917480
	Iteration 19Q: 3 clusters Score -3418739 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -3418795.750000 Penalty: 5065.917480
	Iteration 20F: 3 clusters Score -3418796 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -3418852.000000 Penalty: 5065.917480
	Iteration 21Q: 3 clusters Score -3418852 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3418907.750000 Penalty: 5065.917480
	Iteration 22Q: 3 clusters Score -3418908 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -3418969.000000 Penalty: 5065.917480
	Iteration 23Q: 3 clusters Score -3418969 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -3419033.000000 Penalty: 5065.917480
	Iteration 24Q: 3 clusters Score -3419033 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -3419091.000000 Penalty: 5065.917480
	Iteration 25Q: 3 clusters Score -3419091 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -3419172.250000 Penalty: 5065.917480
	Iteration 26Q: 3 clusters Score -3419172 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -3419204.500000 Penalty: 5065.917480
	Iteration 27Q: 3 clusters Score -3419204 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -3419260.750000 Penalty: 5065.917480
	Iteration 28Q: 3 clusters Score -3419261 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3419306.500000 Penalty: 5065.917480
	Iteration 29Q: 3 clusters Score -3419306 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -3419373.500000 Penalty: 5065.917480
	Iteration 30Q: 3 clusters Score -3419374 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -3419431.250000 Penalty: 5065.917480
	Iteration 31Q: 3 clusters Score -3419431 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -3419460.250000 Penalty: 5065.917480
	Iteration 32Q: 3 clusters Score -3419460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3419499.500000 Penalty: 5065.917480
	Iteration 33Q: 3 clusters Score -3419500 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -3419504.750000 Penalty: 5065.917480
	Iteration 34Q: 3 clusters Score -3419505 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -3419519.250000 Penalty: 5065.917480
	Iteration 35Q: 3 clusters Score -3419519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -3419532.250000 Penalty: 5065.917480
	Iteration 36Q: 3 clusters Score -3419532 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -3419551.250000 Penalty: 5065.917480
	Iteration 37Q: 3 clusters Score -3419551 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3419588.500000 Penalty: 5065.917480
	Iteration 38Q: 3 clusters Score -3419588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3419601.750000 Penalty: 5065.917480
	Iteration 39Q: 3 clusters Score -3419602 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -3419605.000000 Penalty: 5065.917480
	Iteration 40F: 3 clusters Score -3419605 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -3419618.000000 Penalty: 5065.917480
	Iteration 41Q: 3 clusters Score -3419618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3419633.500000 Penalty: 5065.917480
	Iteration 42Q: 3 clusters Score -3419634 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -3419644.750000 Penalty: 5065.917480
	Iteration 43Q: 3 clusters Score -3419645 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -3419645.750000 Penalty: 5065.917480
	Iteration 44Q: 3 clusters Score -3419646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -3419670.750000 Penalty: 5065.917480
	Iteration 45Q: 3 clusters Score -3419671 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3419688.750000 Penalty: 5065.917480
	Iteration 46Q: 3 clusters Score -3419689 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3419704.750000 Penalty: 5065.917480
	Iteration 47Q: 3 clusters Score -3419705 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -3419715.250000 Penalty: 5065.917480
	Iteration 48Q: 3 clusters Score -3419715 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3419736.500000 Penalty: 5065.917480
	Iteration 49Q: 3 clusters Score -3419736 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -3419762.750000 Penalty: 5065.917480
	Iteration 50Q: 3 clusters Score -3419763 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3419778.500000 Penalty: 5065.917480
	Iteration 51Q: 3 clusters Score -3419778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -3419798.250000 Penalty: 5065.917480
	Iteration 52Q: 3 clusters Score -3419798 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -3419811.000000 Penalty: 5065.917480
	Iteration 53Q: 3 clusters Score -3419811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -3419827.750000 Penalty: 5065.917480
	Iteration 54Q: 3 clusters Score -3419828 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3419841.250000 Penalty: 5065.917480
	Iteration 55Q: 3 clusters Score -3419841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3419848.000000 Penalty: 5065.917480
	Iteration 56Q: 3 clusters Score -3419848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -3419853.750000 Penalty: 5065.917480
	Iteration 57Q: 3 clusters Score -3419854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -3419859.000000 Penalty: 5065.917480
	Iteration 58Q: 3 clusters Score -3419859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -3419865.500000 Penalty: 5065.917480
	Iteration 59Q: 3 clusters Score -3419866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -3419862.250000 Penalty: 5065.917480
	Iteration 60F: 3 clusters Score -3419862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -3419864.500000 Penalty: 5065.917480
	Iteration 61Q: 3 clusters Score -3419864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -3419875.000000 Penalty: 5065.917480
	Iteration 62Q: 3 clusters Score -3419875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -3419873.000000 Penalty: 5065.917480
	Iteration 63Q: 3 clusters Score -3419873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -3419875.500000 Penalty: 5065.917480
	Iteration 64Q: 3 clusters Score -3419876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3419884.250000 Penalty: 5065.917480
	Iteration 65Q: 3 clusters Score -3419884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3419881.000000 Penalty: 5065.917480
	Iteration 66Q: 3 clusters Score -3419881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3419891.750000 Penalty: 5065.917480
	Iteration 67Q: 3 clusters Score -3419892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -3419895.500000 Penalty: 5065.917480
	Iteration 68Q: 3 clusters Score -3419896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -3419901.000000 Penalty: 5065.917480
	Iteration 69Q: 3 clusters Score -3419901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -3419909.000000 Penalty: 5065.917480
	Iteration 70Q: 3 clusters Score -3419909 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -3419920.750000 Penalty: 5065.917480
	Iteration 71Q: 3 clusters Score -3419921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -3419920.000000 Penalty: 5065.917480
	Iteration 72Q: 3 clusters Score -3419920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -3419928.000000 Penalty: 5065.917480
	Iteration 73Q: 3 clusters Score -3419928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3419935.000000 Penalty: 5065.917480
	Iteration 74Q: 3 clusters Score -3419935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -3419936.750000 Penalty: 5065.917480
	Iteration 75Q: 3 clusters Score -3419937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -3419939.500000 Penalty: 5065.917480
	Iteration 76Q: 3 clusters Score -3419940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -3419940.000000 Penalty: 5065.917480
	Iteration 77Q: 3 clusters Score -3419940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -3419942.500000 Penalty: 5065.917480
	Iteration 78Q: 3 clusters Score -3419942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3419944.250000 Penalty: 5065.917480
	Iteration 79Q: 3 clusters Score -3419944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3419941.500000 Penalty: 5065.917480
	Iteration 80F: 3 clusters Score -3419942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -561258.937500 Penalty: 2077.669922
	Iteration 0F: 2 clusters Score -561258.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -557158.000000 Penalty: 4155.339844
	Iteration 0F: 3 clusters Score -557158 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -558077.625000 Penalty: 4155.339844
	Iteration 1F: 3 clusters Score -558077.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -558328.312500 Penalty: 4155.339844
	Iteration 2F: 3 clusters Score -558328.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -558540.000000 Penalty: 4155.339844
	Iteration 3F: 3 clusters Score -558540 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -558769.125000 Penalty: 4155.339844
	Iteration 4F: 3 clusters Score -558769.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -558996.500000 Penalty: 4155.339844
	Iteration 5F: 3 clusters Score -558996.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -559165.125000 Penalty: 4155.339844
	Iteration 6Q: 3 clusters Score -559165.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -559314.062500 Penalty: 4155.339844
	Iteration 7Q: 3 clusters Score -559314.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -559434.250000 Penalty: 4155.339844
	Iteration 8Q: 3 clusters Score -559434.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -559537.312500 Penalty: 4155.339844
	Iteration 9Q: 3 clusters Score -559537.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -559621.500000 Penalty: 4155.339844
	Iteration 10Q: 3 clusters Score -559621.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -559693.187500 Penalty: 4155.339844
	Iteration 11Q: 3 clusters Score -559693.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -559752.375000 Penalty: 4155.339844
	Iteration 12Q: 3 clusters Score -559752.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -559797.562500 Penalty: 4155.339844
	Iteration 13Q: 3 clusters Score -559797.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -559841.187500 Penalty: 4155.339844
	Iteration 14Q: 3 clusters Score -559841.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -559883.687500 Penalty: 4155.339844
	Iteration 15Q: 3 clusters Score -559883.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -559919.062500 Penalty: 4155.339844
	Iteration 16Q: 3 clusters Score -559919.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -559947.500000 Penalty: 4155.339844
	Iteration 17Q: 3 clusters Score -559947.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -559968.250000 Penalty: 4155.339844
	Iteration 18Q: 3 clusters Score -559968.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -559983.500000 Penalty: 4155.339844
	Iteration 19Q: 3 clusters Score -559983.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -559994.875000 Penalty: 4155.339844
	Iteration 20F: 3 clusters Score -559994.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -560006.812500 Penalty: 4155.339844
	Iteration 21Q: 3 clusters Score -560006.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -560017.437500 Penalty: 4155.339844
	Iteration 22Q: 3 clusters Score -560017.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -560025.750000 Penalty: 4155.339844
	Iteration 23Q: 3 clusters Score -560025.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -560031.812500 Penalty: 4155.339844
	Iteration 24Q: 3 clusters Score -560031.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -560038.500000 Penalty: 4155.339844
	Iteration 25Q: 3 clusters Score -560038.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -560043.875000 Penalty: 4155.339844
	Iteration 26Q: 3 clusters Score -560043.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -560046.250000 Penalty: 4155.339844
	Iteration 27Q: 3 clusters Score -560046.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -560048.937500 Penalty: 4155.339844
	Iteration 28Q: 3 clusters Score -560048.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -560052.687500 Penalty: 4155.339844
	Iteration 29Q: 3 clusters Score -560052.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -560054.000000 Penalty: 4155.339844
	Iteration 30Q: 3 clusters Score -560054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -560054.187500 Penalty: 4155.339844
	Iteration 31Q: 3 clusters Score -560054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -560054.187500 Penalty: 4155.339844
	Iteration 32F: 3 clusters Score -560054.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Entering Unmasked Estep 
Score: -424728.781250 Penalty: 1984.336060
	Iteration 0F: 2 clusters Score -424728.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -421505.812500 Penalty: 3968.672119
	Iteration 0F: 3 clusters Score -421505.8 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -422172.343750 Penalty: 3968.672119
	Iteration 1F: 3 clusters Score -422172.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -422302.656250 Penalty: 3968.672119
	Iteration 2F: 3 clusters Score -422302.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -422373.687500 Penalty: 3968.672119
	Iteration 3Q: 3 clusters Score -422373.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -422419.718750 Penalty: 3968.672119
	Iteration 4Q: 3 clusters Score -422419.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -422453.562500 Penalty: 3968.672119
	Iteration 5Q: 3 clusters Score -422453.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -422478.218750 Penalty: 3968.672119
	Iteration 6Q: 3 clusters Score -422478.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -422491.093750 Penalty: 3968.672119
	Iteration 7Q: 3 clusters Score -422491.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -422501.187500 Penalty: 3968.672119
	Iteration 8Q: 3 clusters Score -422501.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -422510.343750 Penalty: 3968.672119
	Iteration 9Q: 3 clusters Score -422510.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -422518.593750 Penalty: 3968.672119
	Iteration 10Q: 3 clusters Score -422518.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -422525.187500 Penalty: 3968.672119
	Iteration 11Q: 3 clusters Score -422525.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -422528.875000 Penalty: 3968.672119
	Iteration 12Q: 3 clusters Score -422528.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -422536.500000 Penalty: 3968.672119
	Iteration 13Q: 3 clusters Score -422536.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -422540.937500 Penalty: 3968.672119
	Iteration 14Q: 3 clusters Score -422540.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -422543.625000 Penalty: 3968.672119
	Iteration 15Q: 3 clusters Score -422543.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -422546.812500 Penalty: 3968.672119
	Iteration 16Q: 3 clusters Score -422546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -422549.437500 Penalty: 3968.672119
	Iteration 17Q: 3 clusters Score -422549.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -422549.562500 Penalty: 3968.672119
	Iteration 18Q: 3 clusters Score -422549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -422551.187500 Penalty: 3968.672119
	Iteration 19Q: 3 clusters Score -422551.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -422550.968750 Penalty: 3968.672119
	Iteration 20F: 3 clusters Score -422551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -422552.218750 Penalty: 3968.672119
	Iteration 21Q: 3 clusters Score -422552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -422552.968750 Penalty: 3968.672119
	Iteration 22Q: 3 clusters Score -422553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -422555.593750 Penalty: 3968.672119
	Iteration 23Q: 3 clusters Score -422555.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -422556.218750 Penalty: 3968.672119
	Iteration 24Q: 3 clusters Score -422556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -422556.781250 Penalty: 3968.672119
	Iteration 25Q: 3 clusters Score -422556.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -422556.781250 Penalty: 3968.672119
	Iteration 26F: 3 clusters Score -422556.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Entering Unmasked Estep 
Score: -382706.781250 Penalty: 1982.919678
	Iteration 0F: 2 clusters Score -382706.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -379516.281250 Penalty: 3965.839355
	Iteration 0F: 3 clusters Score -379516.3 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -380258.281250 Penalty: 3965.839355
	Iteration 1F: 3 clusters Score -380258.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -380617.781250 Penalty: 3965.839355
	Iteration 2F: 3 clusters Score -380617.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -380849.250000 Penalty: 3965.839355
	Iteration 3F: 3 clusters Score -380849.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -381052.375000 Penalty: 3965.839355
	Iteration 4F: 3 clusters Score -381052.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -381229.875000 Penalty: 3965.839355
	Iteration 5F: 3 clusters Score -381229.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -381386.593750 Penalty: 3965.839355
	Iteration 6F: 3 clusters Score -381386.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -381549.593750 Penalty: 3965.839355
	Iteration 7Q: 3 clusters Score -381549.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -381697.531250 Penalty: 3965.839355
	Iteration 8Q: 3 clusters Score -381697.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -381806.593750 Penalty: 3965.839355
	Iteration 9Q: 3 clusters Score -381806.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -381878.187500 Penalty: 3965.839355
	Iteration 10Q: 3 clusters Score -381878.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -381947.562500 Penalty: 3965.839355
	Iteration 11Q: 3 clusters Score -381947.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -382011.062500 Penalty: 3965.839355
	Iteration 12Q: 3 clusters Score -382011.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -382058.312500 Penalty: 3965.839355
	Iteration 13Q: 3 clusters Score -382058.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -382080.968750 Penalty: 3965.839355
	Iteration 14Q: 3 clusters Score -382081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -382107.375000 Penalty: 3965.839355
	Iteration 15Q: 3 clusters Score -382107.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -382123.343750 Penalty: 3965.839355
	Iteration 16Q: 3 clusters Score -382123.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -382129.312500 Penalty: 3965.839355
	Iteration 17Q: 3 clusters Score -382129.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -382138.031250 Penalty: 3965.839355
	Iteration 18Q: 3 clusters Score -382138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -382141.968750 Penalty: 3965.839355
	Iteration 19Q: 3 clusters Score -382142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -382145.156250 Penalty: 3965.839355
	Iteration 20F: 3 clusters Score -382145.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -382147.468750 Penalty: 3965.839355
	Iteration 21Q: 3 clusters Score -382147.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -382149.343750 Penalty: 3965.839355
	Iteration 22Q: 3 clusters Score -382149.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -382152.187500 Penalty: 3965.839355
	Iteration 23Q: 3 clusters Score -382152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -382155.812500 Penalty: 3965.839355
	Iteration 24Q: 3 clusters Score -382155.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -382157.500000 Penalty: 3965.839355
	Iteration 25Q: 3 clusters Score -382157.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -382157.500000 Penalty: 3965.839355
	Iteration 26F: 3 clusters Score -382157.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Entering Unmasked Estep 
Score: -167993.343750 Penalty: 1765.870239
	Iteration 0F: 2 clusters Score -167993.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -165880.031250 Penalty: 3531.740479
	Iteration 0F: 3 clusters Score -165880 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -166190.828125 Penalty: 3531.740479
	Iteration 1F: 3 clusters Score -166190.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -166310.890625 Penalty: 3531.740479
	Iteration 2F: 3 clusters Score -166310.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -166361.203125 Penalty: 3531.740479
	Iteration 3Q: 3 clusters Score -166361.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -166398.593750 Penalty: 3531.740479
	Iteration 4Q: 3 clusters Score -166398.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -166438.765625 Penalty: 3531.740479
	Iteration 5Q: 3 clusters Score -166438.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -166486.453125 Penalty: 3531.740479
	Iteration 6Q: 3 clusters Score -166486.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -166504.375000 Penalty: 3531.740479
	Iteration 7Q: 3 clusters Score -166504.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -166533.546875 Penalty: 3531.740479
	Iteration 8Q: 3 clusters Score -166533.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -166550.671875 Penalty: 3531.740479
	Iteration 9Q: 3 clusters Score -166550.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -166560.843750 Penalty: 3531.740479
	Iteration 10Q: 3 clusters Score -166560.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -166575.218750 Penalty: 3531.740479
	Iteration 11Q: 3 clusters Score -166575.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -166583.500000 Penalty: 3531.740479
	Iteration 12Q: 3 clusters Score -166583.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -166586.625000 Penalty: 3531.740479
	Iteration 13Q: 3 clusters Score -166586.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -166590.718750 Penalty: 3531.740479
	Iteration 14Q: 3 clusters Score -166590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -166593.468750 Penalty: 3531.740479
	Iteration 15Q: 3 clusters Score -166593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -166595.968750 Penalty: 3531.740479
	Iteration 16Q: 3 clusters Score -166596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -166598.875000 Penalty: 3531.740479
	Iteration 17Q: 3 clusters Score -166598.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -166601.906250 Penalty: 3531.740479
	Iteration 18Q: 3 clusters Score -166601.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -166604.000000 Penalty: 3531.740479
	Iteration 19Q: 3 clusters Score -166604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -166606.093750 Penalty: 3531.740479
	Iteration 20F: 3 clusters Score -166606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -166608.968750 Penalty: 3531.740479
	Iteration 21Q: 3 clusters Score -166609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -166612.812500 Penalty: 3531.740479
	Iteration 22Q: 3 clusters Score -166612.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -166614.468750 Penalty: 3531.740479
	Iteration 23Q: 3 clusters Score -166614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -166616.500000 Penalty: 3531.740479
	Iteration 24Q: 3 clusters Score -166616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -166618.796875 Penalty: 3531.740479
	Iteration 25Q: 3 clusters Score -166618.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -166619.906250 Penalty: 3531.740479
	Iteration 26Q: 3 clusters Score -166619.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -166619.906250 Penalty: 3531.740479
	Iteration 27F: 3 clusters Score -166619.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Entering Unmasked Estep 
Score: -2233543.250000 Penalty: 2406.303955
	Iteration 0F: 2 clusters Score -2233543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2221917.750000 Penalty: 4812.607910
	Iteration 0F: 3 clusters Score -2221918 nChanged 7093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2225796.250000 Penalty: 4812.607910
	Iteration 1F: 3 clusters Score -2225796 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2226308.750000 Penalty: 4812.607910
	Iteration 2F: 3 clusters Score -2226309 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -2226810.500000 Penalty: 4812.607910
	Iteration 3F: 3 clusters Score -2226810 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2227314.500000 Penalty: 4812.607910
	Iteration 4F: 3 clusters Score -2227314 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2227814.500000 Penalty: 4812.607910
	Iteration 5F: 3 clusters Score -2227814 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2228325.000000 Penalty: 4812.607910
	Iteration 6F: 3 clusters Score -2228325 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -2228820.250000 Penalty: 4812.607910
	Iteration 7Q: 3 clusters Score -2228820 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2229322.500000 Penalty: 4812.607910
	Iteration 8Q: 3 clusters Score -2229322 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -2229768.500000 Penalty: 4812.607910
	Iteration 9Q: 3 clusters Score -2229768 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2230167.750000 Penalty: 4812.607910
	Iteration 10Q: 3 clusters Score -2230168 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2230510.000000 Penalty: 4812.607910
	Iteration 11Q: 3 clusters Score -2230510 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2230782.750000 Penalty: 4812.607910
	Iteration 12Q: 3 clusters Score -2230783 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2230980.750000 Penalty: 4812.607910
	Iteration 13Q: 3 clusters Score -2230981 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2231110.250000 Penalty: 4812.607910
	Iteration 14Q: 3 clusters Score -2231110 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2231223.000000 Penalty: 4812.607910
	Iteration 15Q: 3 clusters Score -2231223 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2231293.500000 Penalty: 4812.607910
	Iteration 16Q: 3 clusters Score -2231294 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2231331.500000 Penalty: 4812.607910
	Iteration 17Q: 3 clusters Score -2231332 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2231365.250000 Penalty: 4812.607910
	Iteration 18Q: 3 clusters Score -2231365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2231387.000000 Penalty: 4812.607910
	Iteration 19Q: 3 clusters Score -2231387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2231400.750000 Penalty: 4812.607910
	Iteration 20F: 3 clusters Score -2231401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2231407.000000 Penalty: 4812.607910
	Iteration 21Q: 3 clusters Score -2231407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2231413.000000 Penalty: 4812.607910
	Iteration 22Q: 3 clusters Score -2231413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2231419.750000 Penalty: 4812.607910
	Iteration 23Q: 3 clusters Score -2231420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2231431.250000 Penalty: 4812.607910
	Iteration 24Q: 3 clusters Score -2231431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2231434.750000 Penalty: 4812.607910
	Iteration 25Q: 3 clusters Score -2231435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2231449.750000 Penalty: 4812.607910
	Iteration 26Q: 3 clusters Score -2231450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2231457.750000 Penalty: 4812.607910
	Iteration 27Q: 3 clusters Score -2231458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2231465.000000 Penalty: 4812.607910
	Iteration 28Q: 3 clusters Score -2231465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -2231467.000000 Penalty: 4812.607910
	Iteration 29Q: 3 clusters Score -2231467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2231470.000000 Penalty: 4812.607910
	Iteration 30Q: 3 clusters Score -2231470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2231469.250000 Penalty: 4812.607910
	Iteration 31Q: 3 clusters Score -2231469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2231471.250000 Penalty: 4812.607910
	Iteration 32Q: 3 clusters Score -2231471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2231474.500000 Penalty: 4812.607910
	Iteration 33Q: 3 clusters Score -2231474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2231480.750000 Penalty: 4812.607910
	Iteration 34Q: 3 clusters Score -2231481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -2231484.500000 Penalty: 4812.607910
	Iteration 35Q: 3 clusters Score -2231484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2231485.500000 Penalty: 4812.607910
	Iteration 36Q: 3 clusters Score -2231486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2231487.000000 Penalty: 4812.607910
	Iteration 37Q: 3 clusters Score -2231487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2231487.000000 Penalty: 4812.607910
	Iteration 38F: 3 clusters Score -2231487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -59301.113281 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -59301.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -57884.281250 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -57884.28 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58104.386719 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -58104.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -58377.191406 Penalty: 3041.088379
	Iteration 2Q: 3 clusters Score -58377.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58429.742188 Penalty: 3041.088379
	Iteration 3F: 3 clusters Score -58429.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -58464.472656 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -58464.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58493.851562 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -58493.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58508.605469 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -58508.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58518.757812 Penalty: 3041.088379
	Iteration 7Q: 3 clusters Score -58518.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -58533.468750 Penalty: 3041.088379
	Iteration 8Q: 3 clusters Score -58533.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -58535.992188 Penalty: 3041.088379
	Iteration 9Q: 3 clusters Score -58535.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -58542.523438 Penalty: 3041.088379
	Iteration 10Q: 3 clusters Score -58542.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58554.316406 Penalty: 3041.088379
	Iteration 11Q: 3 clusters Score -58554.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -58559.648438 Penalty: 3041.088379
	Iteration 12Q: 3 clusters Score -58559.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58571.765625 Penalty: 3041.088379
	Iteration 13Q: 3 clusters Score -58571.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -58573.687500 Penalty: 3041.088379
	Iteration 14Q: 3 clusters Score -58573.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -58579.203125 Penalty: 3041.088379
	Iteration 15Q: 3 clusters Score -58579.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -58597.453125 Penalty: 3041.088379
	Iteration 16Q: 3 clusters Score -58597.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -58656.277344 Penalty: 3041.088379
	Iteration 17Q: 3 clusters Score -58656.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58688.574219 Penalty: 3041.088379
	Iteration 18Q: 3 clusters Score -58688.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -58705.933594 Penalty: 3041.088379
	Iteration 19Q: 3 clusters Score -58705.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -58722.496094 Penalty: 3041.088379
	Iteration 20F: 3 clusters Score -58722.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -58729.371094 Penalty: 3041.088379
	Iteration 21Q: 3 clusters Score -58729.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58733.542969 Penalty: 3041.088379
	Iteration 22Q: 3 clusters Score -58733.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -58739.183594 Penalty: 3041.088379
	Iteration 23Q: 3 clusters Score -58739.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -58740.234375 Penalty: 3041.088379
	Iteration 24Q: 3 clusters Score -58740.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58741.792969 Penalty: 3041.088379
	Iteration 25Q: 3 clusters Score -58741.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58741.792969 Penalty: 3041.088379
	Iteration 26F: 3 clusters Score -58741.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27452.921875 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27452.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26262.181641 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26262.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26462.205078 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26462.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -26544.623047 Penalty: 2726.595459
	Iteration 2F: 3 clusters Score -26544.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26577.044922 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26577.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26588.878906 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -26588.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -26588.878906 Penalty: 2726.595459
	Iteration 5F: 3 clusters Score -26588.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -819627.312500 Penalty: 2160.805176
	Iteration 0F: 2 clusters Score -819627.3 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 3004 members 
Entering Unmasked Estep 
Score: -814403.062500 Penalty: 4321.610352
	Iteration 0F: 3 clusters Score -814403.1 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -815707.187500 Penalty: 4321.610352
	Iteration 1F: 3 clusters Score -815707.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -816007.687500 Penalty: 4321.610352
	Iteration 2F: 3 clusters Score -816007.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -816334.500000 Penalty: 4321.610352
	Iteration 3F: 3 clusters Score -816334.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -816700.125000 Penalty: 4321.610352
	Iteration 4F: 3 clusters Score -816700.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -817063.687500 Penalty: 4321.610352
	Iteration 5F: 3 clusters Score -817063.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -817458.375000 Penalty: 4321.610352
	Iteration 6F: 3 clusters Score -817458.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -817736.312500 Penalty: 4321.610352
	Iteration 7F: 3 clusters Score -817736.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -817936.187500 Penalty: 4321.610352
	Iteration 8Q: 3 clusters Score -817936.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -818090.062500 Penalty: 4321.610352
	Iteration 9Q: 3 clusters Score -818090.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -818192.625000 Penalty: 4321.610352
	Iteration 10Q: 3 clusters Score -818192.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -818265.500000 Penalty: 4321.610352
	Iteration 11Q: 3 clusters Score -818265.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -818310.750000 Penalty: 4321.610352
	Iteration 12Q: 3 clusters Score -818310.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -818355.375000 Penalty: 4321.610352
	Iteration 13Q: 3 clusters Score -818355.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -818399.937500 Penalty: 4321.610352
	Iteration 14Q: 3 clusters Score -818399.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -818436.500000 Penalty: 4321.610352
	Iteration 15Q: 3 clusters Score -818436.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -818469.000000 Penalty: 4321.610352
	Iteration 16Q: 3 clusters Score -818469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -818491.312500 Penalty: 4321.610352
	Iteration 17Q: 3 clusters Score -818491.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -818513.750000 Penalty: 4321.610352
	Iteration 18Q: 3 clusters Score -818513.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -818530.875000 Penalty: 4321.610352
	Iteration 19Q: 3 clusters Score -818530.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -818540.187500 Penalty: 4321.610352
	Iteration 20F: 3 clusters Score -818540.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -818547.812500 Penalty: 4321.610352
	Iteration 21Q: 3 clusters Score -818547.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -818555.562500 Penalty: 4321.610352
	Iteration 22Q: 3 clusters Score -818555.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -818562.125000 Penalty: 4321.610352
	Iteration 23Q: 3 clusters Score -818562.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -818568.375000 Penalty: 4321.610352
	Iteration 24Q: 3 clusters Score -818568.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -818571.500000 Penalty: 4321.610352
	Iteration 25Q: 3 clusters Score -818571.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -818573.500000 Penalty: 4321.610352
	Iteration 26Q: 3 clusters Score -818573.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -818575.250000 Penalty: 4321.610352
	Iteration 27Q: 3 clusters Score -818575.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -818576.562500 Penalty: 4321.610352
	Iteration 28Q: 3 clusters Score -818576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -818577.625000 Penalty: 4321.610352
	Iteration 29Q: 3 clusters Score -818577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -818578.125000 Penalty: 4321.610352
	Iteration 30Q: 3 clusters Score -818578.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -818578.125000 Penalty: 4321.610352
	Iteration 31F: 3 clusters Score -818578.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Entering Unmasked Estep 
Score: -1040741.562500 Penalty: 2214.072754
	Iteration 0F: 2 clusters Score -1040742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1034595.875000 Penalty: 4428.145508
	Iteration 0F: 3 clusters Score -1034596 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1036259.125000 Penalty: 4428.145508
	Iteration 1F: 3 clusters Score -1036259 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1036514.125000 Penalty: 4428.145508
	Iteration 2F: 3 clusters Score -1036514 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1036674.750000 Penalty: 4428.145508
	Iteration 3Q: 3 clusters Score -1036675 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1036792.812500 Penalty: 4428.145508
	Iteration 4Q: 3 clusters Score -1036793 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1036899.437500 Penalty: 4428.145508
	Iteration 5Q: 3 clusters Score -1036899 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1037007.875000 Penalty: 4428.145508
	Iteration 6Q: 3 clusters Score -1037008 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1037126.562500 Penalty: 4428.145508
	Iteration 7Q: 3 clusters Score -1037127 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1037264.500000 Penalty: 4428.145508
	Iteration 8Q: 3 clusters Score -1037264 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1037419.875000 Penalty: 4428.145508
	Iteration 9Q: 3 clusters Score -1037420 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1037643.062500 Penalty: 4428.145508
	Iteration 10Q: 3 clusters Score -1037643 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1037898.687500 Penalty: 4428.145508
	Iteration 11Q: 3 clusters Score -1037899 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1038154.812500 Penalty: 4428.145508
	Iteration 12Q: 3 clusters Score -1038155 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1038519.437500 Penalty: 4428.145508
	Iteration 13Q: 3 clusters Score -1038519 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1038912.937500 Penalty: 4428.145508
	Iteration 14Q: 3 clusters Score -1038913 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1039119.437500 Penalty: 4428.145508
	Iteration 15Q: 3 clusters Score -1039119 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1039232.875000 Penalty: 4428.145508
	Iteration 16Q: 3 clusters Score -1039233 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1039319.812500 Penalty: 4428.145508
	Iteration 17Q: 3 clusters Score -1039320 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1039388.625000 Penalty: 4428.145508
	Iteration 18Q: 3 clusters Score -1039389 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1039437.437500 Penalty: 4428.145508
	Iteration 19Q: 3 clusters Score -1039437 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1039479.562500 Penalty: 4428.145508
	Iteration 20F: 3 clusters Score -1039480 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1039508.312500 Penalty: 4428.145508
	Iteration 21Q: 3 clusters Score -1039508 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1039527.625000 Penalty: 4428.145508
	Iteration 22Q: 3 clusters Score -1039528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1039548.625000 Penalty: 4428.145508
	Iteration 23Q: 3 clusters Score -1039549 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1039562.375000 Penalty: 4428.145508
	Iteration 24Q: 3 clusters Score -1039562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1039589.000000 Penalty: 4428.145508
	Iteration 25Q: 3 clusters Score -1039589 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1039617.437500 Penalty: 4428.145508
	Iteration 26Q: 3 clusters Score -1039617 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1039635.250000 Penalty: 4428.145508
	Iteration 27Q: 3 clusters Score -1039635 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1039653.125000 Penalty: 4428.145508
	Iteration 28Q: 3 clusters Score -1039653 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1039675.937500 Penalty: 4428.145508
	Iteration 29Q: 3 clusters Score -1039676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1039700.937500 Penalty: 4428.145508
	Iteration 30Q: 3 clusters Score -1039701 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1039723.312500 Penalty: 4428.145508
	Iteration 31Q: 3 clusters Score -1039723 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1039738.062500 Penalty: 4428.145508
	Iteration 32Q: 3 clusters Score -1039738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1039752.750000 Penalty: 4428.145508
	Iteration 33Q: 3 clusters Score -1039753 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1039775.000000 Penalty: 4428.145508
	Iteration 34Q: 3 clusters Score -1039775 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1039794.437500 Penalty: 4428.145508
	Iteration 35Q: 3 clusters Score -1039794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1039820.000000 Penalty: 4428.145508
	Iteration 36Q: 3 clusters Score -1039820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1039842.750000 Penalty: 4428.145508
	Iteration 37Q: 3 clusters Score -1039843 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1039873.437500 Penalty: 4428.145508
	Iteration 38Q: 3 clusters Score -1039873 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1039896.875000 Penalty: 4428.145508
	Iteration 39Q: 3 clusters Score -1039897 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1039909.625000 Penalty: 4428.145508
	Iteration 40F: 3 clusters Score -1039910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1039923.062500 Penalty: 4428.145508
	Iteration 41Q: 3 clusters Score -1039923 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1039936.062500 Penalty: 4428.145508
	Iteration 42Q: 3 clusters Score -1039936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1039943.687500 Penalty: 4428.145508
	Iteration 43Q: 3 clusters Score -1039944 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1039950.062500 Penalty: 4428.145508
	Iteration 44Q: 3 clusters Score -1039950 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1039957.125000 Penalty: 4428.145508
	Iteration 45Q: 3 clusters Score -1039957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1039962.875000 Penalty: 4428.145508
	Iteration 46Q: 3 clusters Score -1039963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1039968.250000 Penalty: 4428.145508
	Iteration 47Q: 3 clusters Score -1039968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1039976.250000 Penalty: 4428.145508
	Iteration 48Q: 3 clusters Score -1039976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1039979.062500 Penalty: 4428.145508
	Iteration 49Q: 3 clusters Score -1039979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1039984.312500 Penalty: 4428.145508
	Iteration 50Q: 3 clusters Score -1039984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1039986.437500 Penalty: 4428.145508
	Iteration 51Q: 3 clusters Score -1039986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1039993.562500 Penalty: 4428.145508
	Iteration 52Q: 3 clusters Score -1039994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1040001.750000 Penalty: 4428.145508
	Iteration 53Q: 3 clusters Score -1040002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1040007.937500 Penalty: 4428.145508
	Iteration 54Q: 3 clusters Score -1040008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1040014.000000 Penalty: 4428.145508
	Iteration 55Q: 3 clusters Score -1040014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1040018.125000 Penalty: 4428.145508
	Iteration 56Q: 3 clusters Score -1040018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1040019.250000 Penalty: 4428.145508
	Iteration 57Q: 3 clusters Score -1040019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1040021.687500 Penalty: 4428.145508
	Iteration 58Q: 3 clusters Score -1040022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1040025.125000 Penalty: 4428.145508
	Iteration 59Q: 3 clusters Score -1040025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1040028.437500 Penalty: 4428.145508
	Iteration 60F: 3 clusters Score -1040028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1040029.500000 Penalty: 4428.145508
	Iteration 61Q: 3 clusters Score -1040030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1040032.500000 Penalty: 4428.145508
	Iteration 62Q: 3 clusters Score -1040032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1040037.375000 Penalty: 4428.145508
	Iteration 63Q: 3 clusters Score -1040037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1040038.187500 Penalty: 4428.145508
	Iteration 64Q: 3 clusters Score -1040038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1040039.875000 Penalty: 4428.145508
	Iteration 65Q: 3 clusters Score -1040040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1040041.062500 Penalty: 4428.145508
	Iteration 66Q: 3 clusters Score -1040041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -1040042.062500 Penalty: 4428.145508
	Iteration 67Q: 3 clusters Score -1040042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1040041.687500 Penalty: 4428.145508
	Iteration 68Q: 3 clusters Score -1040042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1040044.437500 Penalty: 4428.145508
	Iteration 69Q: 3 clusters Score -1040044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1040046.125000 Penalty: 4428.145508
	Iteration 70Q: 3 clusters Score -1040046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1040046.312500 Penalty: 4428.145508
	Iteration 71Q: 3 clusters Score -1040046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1040046.562500 Penalty: 4428.145508
	Iteration 72Q: 3 clusters Score -1040047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1040046.562500 Penalty: 4428.145508
	Iteration 73F: 3 clusters Score -1040047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Entering Unmasked Estep 
Score: -7040134.500000 Penalty: 2698.773682
	Iteration 0F: 2 clusters Score -7040134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 26476 members 
Entering Unmasked Estep 
Score: -7004386.000000 Penalty: 5397.547363
	Iteration 0F: 3 clusters Score -7004386 nChanged 24739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -7018227.000000 Penalty: 5397.547363
	Iteration 1F: 3 clusters Score -7018227 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -7018947.500000 Penalty: 5397.547363
	Iteration 2Q: 3 clusters Score -7018948 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -7019708.500000 Penalty: 5397.547363
	Iteration 3Q: 3 clusters Score -7019708 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -7020631.500000 Penalty: 5397.547363
	Iteration 4Q: 3 clusters Score -7020632 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -7021897.500000 Penalty: 5397.547363
	Iteration 5Q: 3 clusters Score -7021898 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -7023718.500000 Penalty: 5397.547363
	Iteration 6F: 3 clusters Score -7023718 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -7026160.000000 Penalty: 5397.547363
	Iteration 7F: 3 clusters Score -7026160 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -7028996.000000 Penalty: 5397.547363
	Iteration 8F: 3 clusters Score -7028996 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -7031863.000000 Penalty: 5397.547363
	Iteration 9F: 3 clusters Score -7031863 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -7034143.500000 Penalty: 5397.547363
	Iteration 10Q: 3 clusters Score -7034144 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7035719.500000 Penalty: 5397.547363
	Iteration 11Q: 3 clusters Score -7035720 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7036673.500000 Penalty: 5397.547363
	Iteration 12Q: 3 clusters Score -7036674 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7037193.000000 Penalty: 5397.547363
	Iteration 13Q: 3 clusters Score -7037193 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7037449.000000 Penalty: 5397.547363
	Iteration 14Q: 3 clusters Score -7037449 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7037650.000000 Penalty: 5397.547363
	Iteration 15Q: 3 clusters Score -7037650 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51935 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -7037753.000000 Penalty: 5397.547363
	Iteration 16Q: 3 clusters Score -7037753 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -7037844.500000 Penalty: 5397.547363
	Iteration 17Q: 3 clusters Score -7037844 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7037902.000000 Penalty: 5397.547363
	Iteration 18Q: 3 clusters Score -7037902 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52166 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -7037936.500000 Penalty: 5397.547363
	Iteration 19Q: 3 clusters Score -7037936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -7037951.500000 Penalty: 5397.547363
	Iteration 20F: 3 clusters Score -7037952 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -7037958.500000 Penalty: 5397.547363
	Iteration 21Q: 3 clusters Score -7037958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -7037970.500000 Penalty: 5397.547363
	Iteration 22Q: 3 clusters Score -7037970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -7037974.500000 Penalty: 5397.547363
	Iteration 23Q: 3 clusters Score -7037974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52285 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7037995.500000 Penalty: 5397.547363
	Iteration 24Q: 3 clusters Score -7037996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7037996.000000 Penalty: 5397.547363
	Iteration 25Q: 3 clusters Score -7037996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7038003.000000 Penalty: 5397.547363
	Iteration 26Q: 3 clusters Score -7038003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52307 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -7037995.000000 Penalty: 5397.547363
	Iteration 27Q: 3 clusters Score -7037995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -7038003.000000 Penalty: 5397.547363
	Iteration 28Q: 3 clusters Score -7038003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52312 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7038002.000000 Penalty: 5397.547363
	Iteration 29Q: 3 clusters Score -7038002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52315 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7038005.000000 Penalty: 5397.547363
	Iteration 30Q: 3 clusters Score -7038005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52318 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -7038003.000000 Penalty: 5397.547363
	Iteration 31Q: 3 clusters Score -7038003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52320 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7038001.000000 Penalty: 5397.547363
	Iteration 32Q: 3 clusters Score -7038001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -7038008.500000 Penalty: 5397.547363
	Iteration 33Q: 3 clusters Score -7038008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7038005.000000 Penalty: 5397.547363
	Iteration 34Q: 3 clusters Score -7038005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7038014.000000 Penalty: 5397.547363
	Iteration 35Q: 3 clusters Score -7038014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7038020.000000 Penalty: 5397.547363
	Iteration 36Q: 3 clusters Score -7038020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7038013.500000 Penalty: 5397.547363
	Iteration 37Q: 3 clusters Score -7038014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -7038004.500000 Penalty: 5397.547363
	Iteration 38Q: 3 clusters Score -7038004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7038007.500000 Penalty: 5397.547363
	Iteration 39Q: 3 clusters Score -7038008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7038008.500000 Penalty: 5397.547363
	Iteration 40F: 3 clusters Score -7038008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7038008.500000 Penalty: 5397.547363
	Iteration 41Q: 3 clusters Score -7038008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7038005.000000 Penalty: 5397.547363
	Iteration 42Q: 3 clusters Score -7038005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52350 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7038008.500000 Penalty: 5397.547363
	Iteration 43Q: 3 clusters Score -7038008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52353 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7038008.000000 Penalty: 5397.547363
	Iteration 44Q: 3 clusters Score -7038008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7038014.000000 Penalty: 5397.547363
	Iteration 45Q: 3 clusters Score -7038014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7038014.000000 Penalty: 5397.547363
	Iteration 46Q: 3 clusters Score -7038014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7038023.000000 Penalty: 5397.547363
	Iteration 47Q: 3 clusters Score -7038023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52357 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7038023.000000 Penalty: 5397.547363
	Iteration 48F: 3 clusters Score -7038023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -49730.722656 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -49730.72 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 194 members 
Entering Unmasked Estep 
Score: -48378.976562 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -48378.98 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -48572.621094 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -48572.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48695.988281 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -48695.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -48757.375000 Penalty: 2975.472656
	Iteration 3F: 3 clusters Score -48757.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -48812.492188 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -48812.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -48914.707031 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -48914.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -49046.750000 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -49046.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -49149.542969 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -49149.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -49198.582031 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -49198.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -49284.761719 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -49284.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -49308.390625 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -49308.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -49370.105469 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -49370.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -49517.832031 Penalty: 2975.472656
	Iteration 12Q: 3 clusters Score -49517.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -49523.402344 Penalty: 2975.472656
	Iteration 13Q: 3 clusters Score -49523.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -49523.402344 Penalty: 2975.472656
	Iteration 14F: 3 clusters Score -49523.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170005 members 
Entering Unmasked Estep 
Score: -23231780.000000 Penalty: 2986.808594
	Iteration 0F: 2 clusters Score -2.323178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85148 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -23122266.000000 Penalty: 5973.617188
	Iteration 0F: 3 clusters Score -2.312227e+07 nChanged 81250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86868 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -23170498.000000 Penalty: 5973.617188
	Iteration 1F: 3 clusters Score -2.31705e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 82351 members 
Entering Unmasked Estep 
Score: -23172378.000000 Penalty: 5973.617188
	Iteration 2Q: 3 clusters Score -2.317238e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88716 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -23175458.000000 Penalty: 5973.617188
	Iteration 3Q: 3 clusters Score -2.317546e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90241 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -23180170.000000 Penalty: 5973.617188
	Iteration 4F: 3 clusters Score -2.318017e+07 nChanged 10144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92861 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -23186344.000000 Penalty: 5973.617188
	Iteration 5F: 3 clusters Score -2.318634e+07 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96628 members 
Mstep: Class 2 contains 73377 members 
Entering Unmasked Estep 
Score: -23193714.000000 Penalty: 5973.617188
	Iteration 6F: 3 clusters Score -2.319371e+07 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101314 members 
Mstep: Class 2 contains 68691 members 
Entering Unmasked Estep 
Score: -23200438.000000 Penalty: 5973.617188
	Iteration 7F: 3 clusters Score -2.320044e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106770 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -23206092.000000 Penalty: 5973.617188
	Iteration 8F: 3 clusters Score -2.320609e+07 nChanged 8571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112793 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -23210746.000000 Penalty: 5973.617188
	Iteration 9F: 3 clusters Score -2.321075e+07 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118891 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -23214864.000000 Penalty: 5973.617188
	Iteration 10Q: 3 clusters Score -2.321486e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124881 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -23218728.000000 Penalty: 5973.617188
	Iteration 11Q: 3 clusters Score -2.321873e+07 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130229 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -23222096.000000 Penalty: 5973.617188
	Iteration 12Q: 3 clusters Score -2.32221e+07 nChanged 4680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134611 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -23224688.000000 Penalty: 5973.617188
	Iteration 13Q: 3 clusters Score -2.322469e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138099 members 
Mstep: Class 2 contains 31906 members 
Entering Unmasked Estep 
Score: -23226316.000000 Penalty: 5973.617188
	Iteration 14Q: 3 clusters Score -2.322632e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140880 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -23227536.000000 Penalty: 5973.617188
	Iteration 15Q: 3 clusters Score -2.322754e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143104 members 
Mstep: Class 2 contains 26901 members 
Entering Unmasked Estep 
Score: -23228202.000000 Penalty: 5973.617188
	Iteration 16Q: 3 clusters Score -2.32282e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145030 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -23228556.000000 Penalty: 5973.617188
	Iteration 17Q: 3 clusters Score -2.322856e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146718 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -23228916.000000 Penalty: 5973.617188
	Iteration 18Q: 3 clusters Score -2.322892e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148193 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -23229156.000000 Penalty: 5973.617188
	Iteration 19Q: 3 clusters Score -2.322916e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149614 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -23229330.000000 Penalty: 5973.617188
	Iteration 20F: 3 clusters Score -2.322933e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150872 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -23229436.000000 Penalty: 5973.617188
	Iteration 21Q: 3 clusters Score -2.322944e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152027 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -23229490.000000 Penalty: 5973.617188
	Iteration 22Q: 3 clusters Score -2.322949e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153029 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -23229534.000000 Penalty: 5973.617188
	Iteration 23Q: 3 clusters Score -2.322953e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153955 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -23229708.000000 Penalty: 5973.617188
	Iteration 24Q: 3 clusters Score -2.322971e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154864 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -23229832.000000 Penalty: 5973.617188
	Iteration 25Q: 3 clusters Score -2.322983e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155728 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -23230028.000000 Penalty: 5973.617188
	Iteration 26Q: 3 clusters Score -2.323003e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156542 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -23230108.000000 Penalty: 5973.617188
	Iteration 27Q: 3 clusters Score -2.323011e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157289 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -23230258.000000 Penalty: 5973.617188
	Iteration 28Q: 3 clusters Score -2.323026e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157990 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -23230276.000000 Penalty: 5973.617188
	Iteration 29Q: 3 clusters Score -2.323028e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158655 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -23230428.000000 Penalty: 5973.617188
	Iteration 30Q: 3 clusters Score -2.323043e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159271 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -23230598.000000 Penalty: 5973.617188
	Iteration 31Q: 3 clusters Score -2.32306e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159848 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -23230660.000000 Penalty: 5973.617188
	Iteration 32Q: 3 clusters Score -2.323066e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160370 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -23230880.000000 Penalty: 5973.617188
	Iteration 33Q: 3 clusters Score -2.323088e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160844 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -23230944.000000 Penalty: 5973.617188
	Iteration 34Q: 3 clusters Score -2.323094e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161232 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -23231054.000000 Penalty: 5973.617188
	Iteration 35Q: 3 clusters Score -2.323105e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161543 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -23231088.000000 Penalty: 5973.617188
	Iteration 36Q: 3 clusters Score -2.323109e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161808 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -23231138.000000 Penalty: 5973.617188
	Iteration 37Q: 3 clusters Score -2.323114e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162072 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -23231202.000000 Penalty: 5973.617188
	Iteration 38Q: 3 clusters Score -2.32312e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162319 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -23231262.000000 Penalty: 5973.617188
	Iteration 39Q: 3 clusters Score -2.323126e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162546 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -23231288.000000 Penalty: 5973.617188
	Iteration 40F: 3 clusters Score -2.323129e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162732 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -23231290.000000 Penalty: 5973.617188
	Iteration 41Q: 3 clusters Score -2.323129e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162909 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -23231306.000000 Penalty: 5973.617188
	Iteration 42Q: 3 clusters Score -2.323131e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163074 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -23231328.000000 Penalty: 5973.617188
	Iteration 43Q: 3 clusters Score -2.323133e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163209 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -23231388.000000 Penalty: 5973.617188
	Iteration 44Q: 3 clusters Score -2.323139e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163312 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -23231382.000000 Penalty: 5973.617188
	Iteration 45Q: 3 clusters Score -2.323138e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -23231368.000000 Penalty: 5973.617188
	Iteration 46Q: 3 clusters Score -2.323137e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163489 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -23231370.000000 Penalty: 5973.617188
	Iteration 47Q: 3 clusters Score -2.323137e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163572 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -23231406.000000 Penalty: 5973.617188
	Iteration 48Q: 3 clusters Score -2.323141e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163648 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -23231394.000000 Penalty: 5973.617188
	Iteration 49Q: 3 clusters Score -2.323139e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163709 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -23231402.000000 Penalty: 5973.617188
	Iteration 50Q: 3 clusters Score -2.32314e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163757 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -23231428.000000 Penalty: 5973.617188
	Iteration 51Q: 3 clusters Score -2.323143e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163798 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -23231442.000000 Penalty: 5973.617188
	Iteration 52Q: 3 clusters Score -2.323144e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163841 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -23231396.000000 Penalty: 5973.617188
	Iteration 53Q: 3 clusters Score -2.32314e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163863 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -23231416.000000 Penalty: 5973.617188
	Iteration 54Q: 3 clusters Score -2.323142e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163887 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -23231392.000000 Penalty: 5973.617188
	Iteration 55Q: 3 clusters Score -2.323139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163907 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -23231392.000000 Penalty: 5973.617188
	Iteration 56Q: 3 clusters Score -2.323139e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163929 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -23231410.000000 Penalty: 5973.617188
	Iteration 57Q: 3 clusters Score -2.323141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163946 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -23231412.000000 Penalty: 5973.617188
	Iteration 58Q: 3 clusters Score -2.323141e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163968 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -23231406.000000 Penalty: 5973.617188
	Iteration 59Q: 3 clusters Score -2.323141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163993 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -23231396.000000 Penalty: 5973.617188
	Iteration 60F: 3 clusters Score -2.32314e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164020 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -23231426.000000 Penalty: 5973.617188
	Iteration 61Q: 3 clusters Score -2.323143e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164046 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -23231422.000000 Penalty: 5973.617188
	Iteration 62Q: 3 clusters Score -2.323142e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164071 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -23231418.000000 Penalty: 5973.617188
	Iteration 63Q: 3 clusters Score -2.323142e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164092 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -23231414.000000 Penalty: 5973.617188
	Iteration 64Q: 3 clusters Score -2.323141e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164108 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -23231410.000000 Penalty: 5973.617188
	Iteration 65Q: 3 clusters Score -2.323141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164128 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -23231422.000000 Penalty: 5973.617188
	Iteration 66Q: 3 clusters Score -2.323142e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164153 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -23231416.000000 Penalty: 5973.617188
	Iteration 67Q: 3 clusters Score -2.323142e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164178 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -23231408.000000 Penalty: 5973.617188
	Iteration 68Q: 3 clusters Score -2.323141e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164197 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -23231378.000000 Penalty: 5973.617188
	Iteration 69Q: 3 clusters Score -2.323138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -23231372.000000 Penalty: 5973.617188
	Iteration 70Q: 3 clusters Score -2.323137e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164221 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -23231378.000000 Penalty: 5973.617188
	Iteration 71Q: 3 clusters Score -2.323138e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164232 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -23231376.000000 Penalty: 5973.617188
	Iteration 72Q: 3 clusters Score -2.323138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164238 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -23231378.000000 Penalty: 5973.617188
	Iteration 73Q: 3 clusters Score -2.323138e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164246 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -23231396.000000 Penalty: 5973.617188
	Iteration 74Q: 3 clusters Score -2.32314e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164258 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -23231390.000000 Penalty: 5973.617188
	Iteration 75Q: 3 clusters Score -2.323139e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164272 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -23231398.000000 Penalty: 5973.617188
	Iteration 76Q: 3 clusters Score -2.32314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164276 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -23231420.000000 Penalty: 5973.617188
	Iteration 77Q: 3 clusters Score -2.323142e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164280 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -23231412.000000 Penalty: 5973.617188
	Iteration 78Q: 3 clusters Score -2.323141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164285 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -23231420.000000 Penalty: 5973.617188
	Iteration 79Q: 3 clusters Score -2.323142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164287 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -23231410.000000 Penalty: 5973.617188
	Iteration 80F: 3 clusters Score -2.323141e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164291 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -23231398.000000 Penalty: 5973.617188
	Iteration 81Q: 3 clusters Score -2.32314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164294 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -23231406.000000 Penalty: 5973.617188
	Iteration 82Q: 3 clusters Score -2.323141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164295 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -23231396.000000 Penalty: 5973.617188
	Iteration 83Q: 3 clusters Score -2.32314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164297 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -23231382.000000 Penalty: 5973.617188
	Iteration 84Q: 3 clusters Score -2.323138e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164299 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -23231388.000000 Penalty: 5973.617188
	Iteration 85Q: 3 clusters Score -2.323139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164300 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -23231396.000000 Penalty: 5973.617188
	Iteration 86Q: 3 clusters Score -2.32314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164300 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -23231396.000000 Penalty: 5973.617188
	Iteration 87F: 3 clusters Score -2.32314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Entering Unmasked Estep 
Score: -484439.562500 Penalty: 2022.885742
	Iteration 0F: 2 clusters Score -484439.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -480813.968750 Penalty: 4045.771484
	Iteration 0F: 3 clusters Score -480814 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -481624.031250 Penalty: 4045.771484
	Iteration 1F: 3 clusters Score -481624 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -481840.093750 Penalty: 4045.771484
	Iteration 2F: 3 clusters Score -481840.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -481966.593750 Penalty: 4045.771484
	Iteration 3F: 3 clusters Score -481966.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -482063.781250 Penalty: 4045.771484
	Iteration 4Q: 3 clusters Score -482063.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -482129.218750 Penalty: 4045.771484
	Iteration 5Q: 3 clusters Score -482129.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -482196.437500 Penalty: 4045.771484
	Iteration 6Q: 3 clusters Score -482196.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -482253.843750 Penalty: 4045.771484
	Iteration 7Q: 3 clusters Score -482253.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -482296.312500 Penalty: 4045.771484
	Iteration 8Q: 3 clusters Score -482296.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -482341.937500 Penalty: 4045.771484
	Iteration 9Q: 3 clusters Score -482341.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -482380.000000 Penalty: 4045.771484
	Iteration 10Q: 3 clusters Score -482380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -482417.718750 Penalty: 4045.771484
	Iteration 11Q: 3 clusters Score -482417.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -482458.781250 Penalty: 4045.771484
	Iteration 12Q: 3 clusters Score -482458.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -482489.250000 Penalty: 4045.771484
	Iteration 13Q: 3 clusters Score -482489.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -482516.468750 Penalty: 4045.771484
	Iteration 14Q: 3 clusters Score -482516.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -482542.531250 Penalty: 4045.771484
	Iteration 15Q: 3 clusters Score -482542.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -482559.375000 Penalty: 4045.771484
	Iteration 16Q: 3 clusters Score -482559.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -482576.750000 Penalty: 4045.771484
	Iteration 17Q: 3 clusters Score -482576.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -482589.937500 Penalty: 4045.771484
	Iteration 18Q: 3 clusters Score -482589.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -482600.750000 Penalty: 4045.771484
	Iteration 19Q: 3 clusters Score -482600.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -482603.812500 Penalty: 4045.771484
	Iteration 20F: 3 clusters Score -482603.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -482607.031250 Penalty: 4045.771484
	Iteration 21Q: 3 clusters Score -482607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -482609.000000 Penalty: 4045.771484
	Iteration 22Q: 3 clusters Score -482609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -482612.718750 Penalty: 4045.771484
	Iteration 23Q: 3 clusters Score -482612.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -482616.531250 Penalty: 4045.771484
	Iteration 24Q: 3 clusters Score -482616.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -482618.718750 Penalty: 4045.771484
	Iteration 25Q: 3 clusters Score -482618.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -482619.031250 Penalty: 4045.771484
	Iteration 26Q: 3 clusters Score -482619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -482621.250000 Penalty: 4045.771484
	Iteration 27Q: 3 clusters Score -482621.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -482621.500000 Penalty: 4045.771484
	Iteration 28Q: 3 clusters Score -482621.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -482621.875000 Penalty: 4045.771484
	Iteration 29Q: 3 clusters Score -482621.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -482621.875000 Penalty: 4045.771484
	Iteration 30F: 3 clusters Score -482621.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Entering Unmasked Estep 
Score: -4003680.000000 Penalty: 2550.993408
	Iteration 0F: 2 clusters Score -4003680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3983646.500000 Penalty: 5101.986816
	Iteration 0F: 3 clusters Score -3983646 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3991271.750000 Penalty: 5101.986816
	Iteration 1F: 3 clusters Score -3991272 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -3992152.000000 Penalty: 5101.986816
	Iteration 2F: 3 clusters Score -3992152 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -3993074.750000 Penalty: 5101.986816
	Iteration 3F: 3 clusters Score -3993075 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -3994071.000000 Penalty: 5101.986816
	Iteration 4F: 3 clusters Score -3994071 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -3995060.750000 Penalty: 5101.986816
	Iteration 5F: 3 clusters Score -3995061 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -3996010.250000 Penalty: 5101.986816
	Iteration 6F: 3 clusters Score -3996010 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -3996851.500000 Penalty: 5101.986816
	Iteration 7F: 3 clusters Score -3996852 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3997539.250000 Penalty: 5101.986816
	Iteration 8Q: 3 clusters Score -3997539 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -3998077.250000 Penalty: 5101.986816
	Iteration 9Q: 3 clusters Score -3998077 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3998488.500000 Penalty: 5101.986816
	Iteration 10Q: 3 clusters Score -3998488 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -3998827.250000 Penalty: 5101.986816
	Iteration 11Q: 3 clusters Score -3998827 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3999157.250000 Penalty: 5101.986816
	Iteration 12Q: 3 clusters Score -3999157 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -3999388.500000 Penalty: 5101.986816
	Iteration 13Q: 3 clusters Score -3999388 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3999581.750000 Penalty: 5101.986816
	Iteration 14Q: 3 clusters Score -3999582 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -3999718.250000 Penalty: 5101.986816
	Iteration 15Q: 3 clusters Score -3999718 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3999805.500000 Penalty: 5101.986816
	Iteration 16Q: 3 clusters Score -3999806 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -3999879.750000 Penalty: 5101.986816
	Iteration 17Q: 3 clusters Score -3999880 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3999946.250000 Penalty: 5101.986816
	Iteration 18Q: 3 clusters Score -3999946 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4000007.250000 Penalty: 5101.986816
	Iteration 19Q: 3 clusters Score -4000007 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -4000076.250000 Penalty: 5101.986816
	Iteration 20F: 3 clusters Score -4000076 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -4000138.750000 Penalty: 5101.986816
	Iteration 21Q: 3 clusters Score -4000139 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -4000202.750000 Penalty: 5101.986816
	Iteration 22Q: 3 clusters Score -4000203 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -4000282.250000 Penalty: 5101.986816
	Iteration 23Q: 3 clusters Score -4000282 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -4000330.750000 Penalty: 5101.986816
	Iteration 24Q: 3 clusters Score -4000331 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -4000364.750000 Penalty: 5101.986816
	Iteration 25Q: 3 clusters Score -4000365 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -4000421.500000 Penalty: 5101.986816
	Iteration 26Q: 3 clusters Score -4000422 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -4000488.500000 Penalty: 5101.986816
	Iteration 27Q: 3 clusters Score -4000488 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -4000559.750000 Penalty: 5101.986816
	Iteration 28Q: 3 clusters Score -4000560 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -4000605.500000 Penalty: 5101.986816
	Iteration 29Q: 3 clusters Score -4000606 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -4000654.750000 Penalty: 5101.986816
	Iteration 30Q: 3 clusters Score -4000655 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -4000702.750000 Penalty: 5101.986816
	Iteration 31Q: 3 clusters Score -4000703 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -4000767.000000 Penalty: 5101.986816
	Iteration 32Q: 3 clusters Score -4000767 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -4000824.000000 Penalty: 5101.986816
	Iteration 33Q: 3 clusters Score -4000824 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -4000849.000000 Penalty: 5101.986816
	Iteration 34Q: 3 clusters Score -4000849 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -4000888.000000 Penalty: 5101.986816
	Iteration 35Q: 3 clusters Score -4000888 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -4000931.250000 Penalty: 5101.986816
	Iteration 36Q: 3 clusters Score -4000931 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 24658 members 
Entering Unmasked Estep 
Score: -4000959.750000 Penalty: 5101.986816
	Iteration 37Q: 3 clusters Score -4000960 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 24838 members 
Entering Unmasked Estep 
Score: -4001011.500000 Penalty: 5101.986816
	Iteration 38Q: 3 clusters Score -4001012 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 24988 members 
Entering Unmasked Estep 
Score: -4001032.250000 Penalty: 5101.986816
	Iteration 39Q: 3 clusters Score -4001032 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -4001061.000000 Penalty: 5101.986816
	Iteration 40F: 3 clusters Score -4001061 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -4001085.000000 Penalty: 5101.986816
	Iteration 41Q: 3 clusters Score -4001085 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 25403 members 
Entering Unmasked Estep 
Score: -4001130.750000 Penalty: 5101.986816
	Iteration 42Q: 3 clusters Score -4001131 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -4001164.750000 Penalty: 5101.986816
	Iteration 43Q: 3 clusters Score -4001165 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -4001195.250000 Penalty: 5101.986816
	Iteration 44Q: 3 clusters Score -4001195 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 25787 members 
Entering Unmasked Estep 
Score: -4001234.500000 Penalty: 5101.986816
	Iteration 45Q: 3 clusters Score -4001234 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -4001277.250000 Penalty: 5101.986816
	Iteration 46Q: 3 clusters Score -4001277 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -4001305.250000 Penalty: 5101.986816
	Iteration 47Q: 3 clusters Score -4001305 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -4001340.000000 Penalty: 5101.986816
	Iteration 48Q: 3 clusters Score -4001340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -4001368.250000 Penalty: 5101.986816
	Iteration 49Q: 3 clusters Score -4001368 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -4001392.750000 Penalty: 5101.986816
	Iteration 50Q: 3 clusters Score -4001393 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -4001410.000000 Penalty: 5101.986816
	Iteration 51Q: 3 clusters Score -4001410 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -4001451.500000 Penalty: 5101.986816
	Iteration 52Q: 3 clusters Score -4001452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 26604 members 
Entering Unmasked Estep 
Score: -4001482.250000 Penalty: 5101.986816
	Iteration 53Q: 3 clusters Score -4001482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -4001501.000000 Penalty: 5101.986816
	Iteration 54Q: 3 clusters Score -4001501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 26714 members 
Entering Unmasked Estep 
Score: -4001513.750000 Penalty: 5101.986816
	Iteration 55Q: 3 clusters Score -4001514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -4001511.000000 Penalty: 5101.986816
	Iteration 56Q: 3 clusters Score -4001511 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -4001527.000000 Penalty: 5101.986816
	Iteration 57Q: 3 clusters Score -4001527 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -4001533.000000 Penalty: 5101.986816
	Iteration 58Q: 3 clusters Score -4001533 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -4001553.500000 Penalty: 5101.986816
	Iteration 59Q: 3 clusters Score -4001554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -4001573.000000 Penalty: 5101.986816
	Iteration 60F: 3 clusters Score -4001573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -4001576.500000 Penalty: 5101.986816
	Iteration 61Q: 3 clusters Score -4001576 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -4001590.250000 Penalty: 5101.986816
	Iteration 62Q: 3 clusters Score -4001590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -4001598.250000 Penalty: 5101.986816
	Iteration 63Q: 3 clusters Score -4001598 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -4001602.500000 Penalty: 5101.986816
	Iteration 64Q: 3 clusters Score -4001602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -4001613.750000 Penalty: 5101.986816
	Iteration 65Q: 3 clusters Score -4001614 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -4001619.250000 Penalty: 5101.986816
	Iteration 66Q: 3 clusters Score -4001619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -4001629.000000 Penalty: 5101.986816
	Iteration 67Q: 3 clusters Score -4001629 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -4001639.250000 Penalty: 5101.986816
	Iteration 68Q: 3 clusters Score -4001639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -4001651.000000 Penalty: 5101.986816
	Iteration 69Q: 3 clusters Score -4001651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -4001653.000000 Penalty: 5101.986816
	Iteration 70Q: 3 clusters Score -4001653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -4001657.500000 Penalty: 5101.986816
	Iteration 71Q: 3 clusters Score -4001658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 27370 members 
Entering Unmasked Estep 
Score: -4001670.000000 Penalty: 5101.986816
	Iteration 72Q: 3 clusters Score -4001670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -4001677.500000 Penalty: 5101.986816
	Iteration 73Q: 3 clusters Score -4001678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -4001686.000000 Penalty: 5101.986816
	Iteration 74Q: 3 clusters Score -4001686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -4001695.750000 Penalty: 5101.986816
	Iteration 75Q: 3 clusters Score -4001696 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -4001696.000000 Penalty: 5101.986816
	Iteration 76Q: 3 clusters Score -4001696 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 27480 members 
Entering Unmasked Estep 
Score: -4001705.500000 Penalty: 5101.986816
	Iteration 77Q: 3 clusters Score -4001706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -4001710.500000 Penalty: 5101.986816
	Iteration 78Q: 3 clusters Score -4001710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4001718.500000 Penalty: 5101.986816
	Iteration 79Q: 3 clusters Score -4001718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -4001723.500000 Penalty: 5101.986816
	Iteration 80F: 3 clusters Score -4001724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -4001729.750000 Penalty: 5101.986816
	Iteration 81Q: 3 clusters Score -4001730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -4001725.750000 Penalty: 5101.986816
	Iteration 82Q: 3 clusters Score -4001726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -4001740.500000 Penalty: 5101.986816
	Iteration 83Q: 3 clusters Score -4001740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -4001738.500000 Penalty: 5101.986816
	Iteration 84Q: 3 clusters Score -4001738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -4001739.250000 Penalty: 5101.986816
	Iteration 85Q: 3 clusters Score -4001739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -4001741.250000 Penalty: 5101.986816
	Iteration 86Q: 3 clusters Score -4001741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -4001731.750000 Penalty: 5101.986816
	Iteration 87Q: 3 clusters Score -4001732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -4001731.500000 Penalty: 5101.986816
	Iteration 88Q: 3 clusters Score -4001732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -4001734.000000 Penalty: 5101.986816
	Iteration 89Q: 3 clusters Score -4001734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -4001740.500000 Penalty: 5101.986816
	Iteration 90Q: 3 clusters Score -4001740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -4001738.750000 Penalty: 5101.986816
	Iteration 91Q: 3 clusters Score -4001739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -4001735.750000 Penalty: 5101.986816
	Iteration 92Q: 3 clusters Score -4001736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -4001742.500000 Penalty: 5101.986816
	Iteration 93Q: 3 clusters Score -4001742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -4001738.750000 Penalty: 5101.986816
	Iteration 94Q: 3 clusters Score -4001739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -4001739.750000 Penalty: 5101.986816
	Iteration 95Q: 3 clusters Score -4001740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -4001744.750000 Penalty: 5101.986816
	Iteration 96Q: 3 clusters Score -4001745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -4001750.000000 Penalty: 5101.986816
	Iteration 97Q: 3 clusters Score -4001750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -4001753.000000 Penalty: 5101.986816
	Iteration 98Q: 3 clusters Score -4001753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -4001754.500000 Penalty: 5101.986816
	Iteration 99Q: 3 clusters Score -4001754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 27686 members 
Entering Unmasked Estep 
Score: -4001755.750000 Penalty: 5101.986816
	Iteration 100F: 3 clusters Score -4001756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -4001756.250000 Penalty: 5101.986816
	Iteration 101Q: 3 clusters Score -4001756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -4001755.750000 Penalty: 5101.986816
	Iteration 102Q: 3 clusters Score -4001756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -4001753.500000 Penalty: 5101.986816
	Iteration 103Q: 3 clusters Score -4001754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -4001760.000000 Penalty: 5101.986816
	Iteration 104Q: 3 clusters Score -4001760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -4001757.500000 Penalty: 5101.986816
	Iteration 105Q: 3 clusters Score -4001758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -4001762.500000 Penalty: 5101.986816
	Iteration 106Q: 3 clusters Score -4001762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -4001760.000000 Penalty: 5101.986816
	Iteration 107Q: 3 clusters Score -4001760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -4001761.250000 Penalty: 5101.986816
	Iteration 108Q: 3 clusters Score -4001761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -4001760.500000 Penalty: 5101.986816
	Iteration 109Q: 3 clusters Score -4001760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -4001759.250000 Penalty: 5101.986816
	Iteration 110Q: 3 clusters Score -4001759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -4001759.750000 Penalty: 5101.986816
	Iteration 111Q: 3 clusters Score -4001760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -4001759.750000 Penalty: 5101.986816
	Iteration 112F: 3 clusters Score -4001760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (266119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266119 members 
Entering Unmasked Estep 
Score: -37185948.000000 Penalty: 3097.941406
	Iteration 0F: 2 clusters Score -3.718595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132982 members 
Mstep: Class 2 contains 133137 members 
Entering Unmasked Estep 
Score: -37027172.000000 Penalty: 6195.882812
	Iteration 0F: 3 clusters Score -3.702717e+07 nChanged 128688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129302 members 
Mstep: Class 2 contains 136817 members 
Entering Unmasked Estep 
Score: -37103924.000000 Penalty: 6195.882812
	Iteration 1F: 3 clusters Score -3.710392e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127121 members 
Mstep: Class 2 contains 138998 members 
Entering Unmasked Estep 
Score: -37105880.000000 Penalty: 6195.882812
	Iteration 2Q: 3 clusters Score -3.710588e+07 nChanged 9322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123409 members 
Mstep: Class 2 contains 142710 members 
Entering Unmasked Estep 
Score: -37108576.000000 Penalty: 6195.882812
	Iteration 3Q: 3 clusters Score -3.710858e+07 nChanged 11216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117899 members 
Mstep: Class 2 contains 148220 members 
Entering Unmasked Estep 
Score: -37112560.000000 Penalty: 6195.882812
	Iteration 4Q: 3 clusters Score -3.711256e+07 nChanged 13422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110185 members 
Mstep: Class 2 contains 155934 members 
Entering Unmasked Estep 
Score: -37118068.000000 Penalty: 6195.882812
	Iteration 5F: 3 clusters Score -3.711807e+07 nChanged 15123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100532 members 
Mstep: Class 2 contains 165587 members 
Entering Unmasked Estep 
Score: -37125236.000000 Penalty: 6195.882812
	Iteration 6F: 3 clusters Score -3.712524e+07 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89154 members 
Mstep: Class 2 contains 176965 members 
Entering Unmasked Estep 
Score: -37133864.000000 Penalty: 6195.882812
	Iteration 7F: 3 clusters Score -3.713386e+07 nChanged 16140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76756 members 
Mstep: Class 2 contains 189363 members 
Entering Unmasked Estep 
Score: -37143612.000000 Penalty: 6195.882812
	Iteration 8F: 3 clusters Score -3.714361e+07 nChanged 15197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63541 members 
Mstep: Class 2 contains 202578 members 
Entering Unmasked Estep 
Score: -37153144.000000 Penalty: 6195.882812
	Iteration 9F: 3 clusters Score -3.715314e+07 nChanged 14026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 215792 members 
Entering Unmasked Estep 
Score: -37162520.000000 Penalty: 6195.882812
	Iteration 10F: 3 clusters Score -3.716252e+07 nChanged 12756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 228368 members 
Entering Unmasked Estep 
Score: -37171252.000000 Penalty: 6195.882812
	Iteration 11Q: 3 clusters Score -3.717125e+07 nChanged 11024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 239362 members 
Entering Unmasked Estep 
Score: -37178136.000000 Penalty: 6195.882812
	Iteration 12Q: 3 clusters Score -3.717814e+07 nChanged 9101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 248461 members 
Entering Unmasked Estep 
Score: -37182920.000000 Penalty: 6195.882812
	Iteration 13Q: 3 clusters Score -3.718292e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 255577 members 
Entering Unmasked Estep 
Score: -37183816.000000 Penalty: 6195.882812
	Iteration 14Q: 3 clusters Score -3.718382e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 260219 members 
Entering Unmasked Estep 
Score: -37184008.000000 Penalty: 6195.882812
	Iteration 15Q: 3 clusters Score -3.718401e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 262908 members 
Entering Unmasked Estep 
Score: -37184036.000000 Penalty: 6195.882812
	Iteration 16Q: 3 clusters Score -3.718404e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 264310 members 
Entering Unmasked Estep 
Score: -37183744.000000 Penalty: 6195.882812
	Iteration 17Q: 3 clusters Score -3.718374e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 264961 members 
Entering Unmasked Estep 
Score: -37183708.000000 Penalty: 6195.882812
	Iteration 18Q: 3 clusters Score -3.718371e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 265270 members 
Entering Unmasked Estep 
Score: -37183648.000000 Penalty: 6195.882812
	Iteration 19Q: 3 clusters Score -3.718365e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 265412 members 
Entering Unmasked Estep 
Score: -37183624.000000 Penalty: 6195.882812
	Iteration 20F: 3 clusters Score -3.718362e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 265492 members 
Entering Unmasked Estep 
Score: -37183640.000000 Penalty: 6195.882812
	Iteration 21Q: 3 clusters Score -3.718364e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 265536 members 
Entering Unmasked Estep 
Score: -37183616.000000 Penalty: 6195.882812
	Iteration 22Q: 3 clusters Score -3.718362e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 265582 members 
Entering Unmasked Estep 
Score: -37183592.000000 Penalty: 6195.882812
	Iteration 23Q: 3 clusters Score -3.718359e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 265607 members 
Entering Unmasked Estep 
Score: -37183632.000000 Penalty: 6195.882812
	Iteration 24Q: 3 clusters Score -3.718363e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 265634 members 
Entering Unmasked Estep 
Score: -37183664.000000 Penalty: 6195.882812
	Iteration 25Q: 3 clusters Score -3.718366e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 265641 members 
Entering Unmasked Estep 
Score: -37183672.000000 Penalty: 6195.882812
	Iteration 26Q: 3 clusters Score -3.718367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 265647 members 
Entering Unmasked Estep 
Score: -37183680.000000 Penalty: 6195.882812
	Iteration 27Q: 3 clusters Score -3.718368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 265655 members 
Entering Unmasked Estep 
Score: -37183700.000000 Penalty: 6195.882812
	Iteration 28Q: 3 clusters Score -3.71837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 265658 members 
Entering Unmasked Estep 
Score: -37183720.000000 Penalty: 6195.882812
	Iteration 29Q: 3 clusters Score -3.718372e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 265666 members 
Entering Unmasked Estep 
Score: -37183716.000000 Penalty: 6195.882812
	Iteration 30Q: 3 clusters Score -3.718372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 265674 members 
Entering Unmasked Estep 
Score: -37183716.000000 Penalty: 6195.882812
	Iteration 31Q: 3 clusters Score -3.718372e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 265677 members 
Entering Unmasked Estep 
Score: -37183708.000000 Penalty: 6195.882812
	Iteration 32Q: 3 clusters Score -3.718371e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 265679 members 
Entering Unmasked Estep 
Score: -37183736.000000 Penalty: 6195.882812
	Iteration 33Q: 3 clusters Score -3.718374e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 265684 members 
Entering Unmasked Estep 
Score: -37183728.000000 Penalty: 6195.882812
	Iteration 34Q: 3 clusters Score -3.718373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 265689 members 
Entering Unmasked Estep 
Score: -37183752.000000 Penalty: 6195.882812
	Iteration 35Q: 3 clusters Score -3.718375e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 265689 members 
Entering Unmasked Estep 
Score: -37183744.000000 Penalty: 6195.882812
	Iteration 36Q: 3 clusters Score -3.718374e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 265689 members 
Entering Unmasked Estep 
Score: -37183736.000000 Penalty: 6195.882812
	Iteration 37Q: 3 clusters Score -3.718374e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 265690 members 
Entering Unmasked Estep 
Score: -37183740.000000 Penalty: 6195.882812
	Iteration 38Q: 3 clusters Score -3.718374e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 265690 members 
Entering Unmasked Estep 
Score: -37183740.000000 Penalty: 6195.882812
	Iteration 39F: 3 clusters Score -3.718374e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (14080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Entering Unmasked Estep 
Score: -1846913.000000 Penalty: 2369.022461
	Iteration 0F: 2 clusters Score -1846913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1836595.750000 Penalty: 4738.044922
	Iteration 0F: 3 clusters Score -1836596 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1839784.250000 Penalty: 4738.044922
	Iteration 1F: 3 clusters Score -1839784 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1840054.250000 Penalty: 4738.044922
	Iteration 2F: 3 clusters Score -1840054 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1840259.000000 Penalty: 4738.044922
	Iteration 3Q: 3 clusters Score -1840259 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1840424.375000 Penalty: 4738.044922
	Iteration 4Q: 3 clusters Score -1840424 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1840561.750000 Penalty: 4738.044922
	Iteration 5Q: 3 clusters Score -1840562 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1840697.250000 Penalty: 4738.044922
	Iteration 6Q: 3 clusters Score -1840697 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1840822.750000 Penalty: 4738.044922
	Iteration 7Q: 3 clusters Score -1840823 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1840978.000000 Penalty: 4738.044922
	Iteration 8Q: 3 clusters Score -1840978 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1841145.750000 Penalty: 4738.044922
	Iteration 9Q: 3 clusters Score -1841146 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1841343.625000 Penalty: 4738.044922
	Iteration 10Q: 3 clusters Score -1841344 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1841581.000000 Penalty: 4738.044922
	Iteration 11Q: 3 clusters Score -1841581 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1841895.875000 Penalty: 4738.044922
	Iteration 12Q: 3 clusters Score -1841896 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1842298.250000 Penalty: 4738.044922
	Iteration 13Q: 3 clusters Score -1842298 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1842771.500000 Penalty: 4738.044922
	Iteration 14Q: 3 clusters Score -1842772 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1843229.750000 Penalty: 4738.044922
	Iteration 15Q: 3 clusters Score -1843230 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1843716.000000 Penalty: 4738.044922
	Iteration 16Q: 3 clusters Score -1843716 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1844113.750000 Penalty: 4738.044922
	Iteration 17Q: 3 clusters Score -1844114 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1844405.875000 Penalty: 4738.044922
	Iteration 18Q: 3 clusters Score -1844406 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1844586.125000 Penalty: 4738.044922
	Iteration 19Q: 3 clusters Score -1844586 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1844683.750000 Penalty: 4738.044922
	Iteration 20F: 3 clusters Score -1844684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1844769.750000 Penalty: 4738.044922
	Iteration 21Q: 3 clusters Score -1844770 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1844824.250000 Penalty: 4738.044922
	Iteration 22Q: 3 clusters Score -1844824 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1844863.125000 Penalty: 4738.044922
	Iteration 23Q: 3 clusters Score -1844863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1844877.750000 Penalty: 4738.044922
	Iteration 24Q: 3 clusters Score -1844878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1844885.875000 Penalty: 4738.044922
	Iteration 25Q: 3 clusters Score -1844886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1844891.375000 Penalty: 4738.044922
	Iteration 26Q: 3 clusters Score -1844891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1844901.000000 Penalty: 4738.044922
	Iteration 27Q: 3 clusters Score -1844901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1844905.875000 Penalty: 4738.044922
	Iteration 28Q: 3 clusters Score -1844906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1844911.875000 Penalty: 4738.044922
	Iteration 29Q: 3 clusters Score -1844912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1844920.750000 Penalty: 4738.044922
	Iteration 30Q: 3 clusters Score -1844921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1844922.250000 Penalty: 4738.044922
	Iteration 31Q: 3 clusters Score -1844922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1844927.625000 Penalty: 4738.044922
	Iteration 32Q: 3 clusters Score -1844928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1844929.500000 Penalty: 4738.044922
	Iteration 33Q: 3 clusters Score -1844930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -1844933.500000 Penalty: 4738.044922
	Iteration 34Q: 3 clusters Score -1844934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1844932.625000 Penalty: 4738.044922
	Iteration 35Q: 3 clusters Score -1844933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1844937.375000 Penalty: 4738.044922
	Iteration 36Q: 3 clusters Score -1844937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1844937.375000 Penalty: 4738.044922
	Iteration 37Q: 3 clusters Score -1844937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1844937.000000 Penalty: 4738.044922
	Iteration 38Q: 3 clusters Score -1844937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1844937.250000 Penalty: 4738.044922
	Iteration 39Q: 3 clusters Score -1844937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1844937.250000 Penalty: 4738.044922
	Iteration 40F: 3 clusters Score -1844937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29483.666016 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29483.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -28316.539062 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28316.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28389.480469 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28389.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28432.851562 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28432.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -28456.507812 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28456.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -28456.507812 Penalty: 2712.157715
	Iteration 4F: 3 clusters Score -28456.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Entering Unmasked Estep 
Score: -6605374.500000 Penalty: 2678.714355
	Iteration 0F: 2 clusters Score -6605374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -6572383.500000 Penalty: 5357.428711
	Iteration 0F: 3 clusters Score -6572384 nChanged 22603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -6585193.500000 Penalty: 5357.428711
	Iteration 1F: 3 clusters Score -6585194 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -6586162.500000 Penalty: 5357.428711
	Iteration 2Q: 3 clusters Score -6586162 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -6587422.500000 Penalty: 5357.428711
	Iteration 3F: 3 clusters Score -6587422 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 23115 members 
Entering Unmasked Estep 
Score: -6589081.000000 Penalty: 5357.428711
	Iteration 4F: 3 clusters Score -6589081 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -6591200.000000 Penalty: 5357.428711
	Iteration 5F: 3 clusters Score -6591200 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -6593483.500000 Penalty: 5357.428711
	Iteration 6F: 3 clusters Score -6593484 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -6595500.000000 Penalty: 5357.428711
	Iteration 7F: 3 clusters Score -6595500 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -6597101.000000 Penalty: 5357.428711
	Iteration 8F: 3 clusters Score -6597101 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -6598339.500000 Penalty: 5357.428711
	Iteration 9Q: 3 clusters Score -6598340 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -6599304.000000 Penalty: 5357.428711
	Iteration 10Q: 3 clusters Score -6599304 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -6600104.000000 Penalty: 5357.428711
	Iteration 11Q: 3 clusters Score -6600104 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -6600791.500000 Penalty: 5357.428711
	Iteration 12Q: 3 clusters Score -6600792 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -6601227.000000 Penalty: 5357.428711
	Iteration 13Q: 3 clusters Score -6601227 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -6601599.500000 Penalty: 5357.428711
	Iteration 14Q: 3 clusters Score -6601600 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -6601847.000000 Penalty: 5357.428711
	Iteration 15Q: 3 clusters Score -6601847 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -6602124.000000 Penalty: 5357.428711
	Iteration 16Q: 3 clusters Score -6602124 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -6602325.000000 Penalty: 5357.428711
	Iteration 17Q: 3 clusters Score -6602325 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -6602469.000000 Penalty: 5357.428711
	Iteration 18Q: 3 clusters Score -6602469 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37012 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -6602626.500000 Penalty: 5357.428711
	Iteration 19Q: 3 clusters Score -6602626 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -6602786.500000 Penalty: 5357.428711
	Iteration 20F: 3 clusters Score -6602786 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -6602951.000000 Penalty: 5357.428711
	Iteration 21Q: 3 clusters Score -6602951 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -6603051.000000 Penalty: 5357.428711
	Iteration 22Q: 3 clusters Score -6603051 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -6603124.500000 Penalty: 5357.428711
	Iteration 23Q: 3 clusters Score -6603124 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -6603244.000000 Penalty: 5357.428711
	Iteration 24Q: 3 clusters Score -6603244 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -6603311.500000 Penalty: 5357.428711
	Iteration 25Q: 3 clusters Score -6603312 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -6603348.000000 Penalty: 5357.428711
	Iteration 26Q: 3 clusters Score -6603348 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -6603393.000000 Penalty: 5357.428711
	Iteration 27Q: 3 clusters Score -6603393 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -6603460.500000 Penalty: 5357.428711
	Iteration 28Q: 3 clusters Score -6603460 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -6603481.500000 Penalty: 5357.428711
	Iteration 29Q: 3 clusters Score -6603482 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -6603525.000000 Penalty: 5357.428711
	Iteration 30Q: 3 clusters Score -6603525 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -6603559.500000 Penalty: 5357.428711
	Iteration 31Q: 3 clusters Score -6603560 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -6603611.000000 Penalty: 5357.428711
	Iteration 32Q: 3 clusters Score -6603611 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -6603654.500000 Penalty: 5357.428711
	Iteration 33Q: 3 clusters Score -6603654 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -6603705.000000 Penalty: 5357.428711
	Iteration 34Q: 3 clusters Score -6603705 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -6603741.000000 Penalty: 5357.428711
	Iteration 35Q: 3 clusters Score -6603741 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -6603801.500000 Penalty: 5357.428711
	Iteration 36Q: 3 clusters Score -6603802 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -6603861.500000 Penalty: 5357.428711
	Iteration 37Q: 3 clusters Score -6603862 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -6603939.000000 Penalty: 5357.428711
	Iteration 38Q: 3 clusters Score -6603939 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -6603973.500000 Penalty: 5357.428711
	Iteration 39Q: 3 clusters Score -6603974 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -6604015.000000 Penalty: 5357.428711
	Iteration 40F: 3 clusters Score -6604015 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -6604105.500000 Penalty: 5357.428711
	Iteration 41Q: 3 clusters Score -6604106 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -6604159.500000 Penalty: 5357.428711
	Iteration 42Q: 3 clusters Score -6604160 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -6604214.000000 Penalty: 5357.428711
	Iteration 43Q: 3 clusters Score -6604214 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -6604240.000000 Penalty: 5357.428711
	Iteration 44Q: 3 clusters Score -6604240 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -6604306.500000 Penalty: 5357.428711
	Iteration 45Q: 3 clusters Score -6604306 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -6604352.500000 Penalty: 5357.428711
	Iteration 46Q: 3 clusters Score -6604352 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -6604375.000000 Penalty: 5357.428711
	Iteration 47Q: 3 clusters Score -6604375 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43857 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -6604413.500000 Penalty: 5357.428711
	Iteration 48Q: 3 clusters Score -6604414 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -6604455.500000 Penalty: 5357.428711
	Iteration 49Q: 3 clusters Score -6604456 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -6604465.500000 Penalty: 5357.428711
	Iteration 50Q: 3 clusters Score -6604466 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -6604451.500000 Penalty: 5357.428711
	Iteration 51Q: 3 clusters Score -6604452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44173 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -6604458.000000 Penalty: 5357.428711
	Iteration 52Q: 3 clusters Score -6604458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -6604475.000000 Penalty: 5357.428711
	Iteration 53Q: 3 clusters Score -6604475 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -6604487.000000 Penalty: 5357.428711
	Iteration 54Q: 3 clusters Score -6604487 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -6604474.500000 Penalty: 5357.428711
	Iteration 55Q: 3 clusters Score -6604474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -6604503.500000 Penalty: 5357.428711
	Iteration 56Q: 3 clusters Score -6604504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -6604515.500000 Penalty: 5357.428711
	Iteration 57Q: 3 clusters Score -6604516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -6604515.500000 Penalty: 5357.428711
	Iteration 58Q: 3 clusters Score -6604516 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -6604535.500000 Penalty: 5357.428711
	Iteration 59Q: 3 clusters Score -6604536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -6604545.000000 Penalty: 5357.428711
	Iteration 60F: 3 clusters Score -6604545 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -6604549.000000 Penalty: 5357.428711
	Iteration 61Q: 3 clusters Score -6604549 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -6604546.000000 Penalty: 5357.428711
	Iteration 62Q: 3 clusters Score -6604546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -6604547.500000 Penalty: 5357.428711
	Iteration 63Q: 3 clusters Score -6604548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -6604559.500000 Penalty: 5357.428711
	Iteration 64Q: 3 clusters Score -6604560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -6604557.500000 Penalty: 5357.428711
	Iteration 65Q: 3 clusters Score -6604558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -6604548.000000 Penalty: 5357.428711
	Iteration 66Q: 3 clusters Score -6604548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -6604553.500000 Penalty: 5357.428711
	Iteration 67Q: 3 clusters Score -6604554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -6604555.000000 Penalty: 5357.428711
	Iteration 68Q: 3 clusters Score -6604555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -6604562.000000 Penalty: 5357.428711
	Iteration 69Q: 3 clusters Score -6604562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -6604552.000000 Penalty: 5357.428711
	Iteration 70Q: 3 clusters Score -6604552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -6604557.000000 Penalty: 5357.428711
	Iteration 71Q: 3 clusters Score -6604557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -6604549.500000 Penalty: 5357.428711
	Iteration 72Q: 3 clusters Score -6604550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -6604552.000000 Penalty: 5357.428711
	Iteration 73Q: 3 clusters Score -6604552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -6604561.500000 Penalty: 5357.428711
	Iteration 74Q: 3 clusters Score -6604562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -6604568.000000 Penalty: 5357.428711
	Iteration 75Q: 3 clusters Score -6604568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -6604572.500000 Penalty: 5357.428711
	Iteration 76Q: 3 clusters Score -6604572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -6604575.000000 Penalty: 5357.428711
	Iteration 77Q: 3 clusters Score -6604575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -6604579.000000 Penalty: 5357.428711
	Iteration 78Q: 3 clusters Score -6604579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -6604579.500000 Penalty: 5357.428711
	Iteration 79Q: 3 clusters Score -6604580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -6604579.000000 Penalty: 5357.428711
	Iteration 80F: 3 clusters Score -6604579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -6604589.500000 Penalty: 5357.428711
	Iteration 81Q: 3 clusters Score -6604590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -6604584.000000 Penalty: 5357.428711
	Iteration 82Q: 3 clusters Score -6604584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -6604588.500000 Penalty: 5357.428711
	Iteration 83Q: 3 clusters Score -6604588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -6604587.500000 Penalty: 5357.428711
	Iteration 84Q: 3 clusters Score -6604588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -6604587.500000 Penalty: 5357.428711
	Iteration 85Q: 3 clusters Score -6604588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -6604587.500000 Penalty: 5357.428711
	Iteration 86Q: 3 clusters Score -6604588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -6604584.000000 Penalty: 5357.428711
	Iteration 87Q: 3 clusters Score -6604584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6604580.500000 Penalty: 5357.428711
	Iteration 88Q: 3 clusters Score -6604580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -6604584.000000 Penalty: 5357.428711
	Iteration 89Q: 3 clusters Score -6604584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -6604582.000000 Penalty: 5357.428711
	Iteration 90Q: 3 clusters Score -6604582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -6604583.000000 Penalty: 5357.428711
	Iteration 91Q: 3 clusters Score -6604583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -6604582.000000 Penalty: 5357.428711
	Iteration 92Q: 3 clusters Score -6604582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -6604587.000000 Penalty: 5357.428711
	Iteration 93Q: 3 clusters Score -6604587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -6604582.500000 Penalty: 5357.428711
	Iteration 94Q: 3 clusters Score -6604582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -6604582.000000 Penalty: 5357.428711
	Iteration 95Q: 3 clusters Score -6604582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -6604587.500000 Penalty: 5357.428711
	Iteration 96Q: 3 clusters Score -6604588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -6604580.000000 Penalty: 5357.428711
	Iteration 97Q: 3 clusters Score -6604580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44897 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -6604588.000000 Penalty: 5357.428711
	Iteration 98Q: 3 clusters Score -6604588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -6604577.000000 Penalty: 5357.428711
	Iteration 99Q: 3 clusters Score -6604577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -6604579.500000 Penalty: 5357.428711
	Iteration 100F: 3 clusters Score -6604580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -6604582.000000 Penalty: 5357.428711
	Iteration 101Q: 3 clusters Score -6604582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -6604582.000000 Penalty: 5357.428711
	Iteration 102F: 3 clusters Score -6604582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (110250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110250 members 
Entering Unmasked Estep 
Score: -15281022.000000 Penalty: 2879.405518
	Iteration 0F: 2 clusters Score -1.528102e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 55142 members 
Entering Unmasked Estep 
Score: -15207151.000000 Penalty: 5758.811035
	Iteration 0F: 3 clusters Score -1.520715e+07 nChanged 52279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -15237095.000000 Penalty: 5758.811035
	Iteration 1F: 3 clusters Score -1.52371e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55112 members 
Mstep: Class 2 contains 55138 members 
Entering Unmasked Estep 
Score: -15238009.000000 Penalty: 5758.811035
	Iteration 2Q: 3 clusters Score -1.523801e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55253 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -15238949.000000 Penalty: 5758.811035
	Iteration 3Q: 3 clusters Score -1.523895e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55554 members 
Mstep: Class 2 contains 54696 members 
Entering Unmasked Estep 
Score: -15239904.000000 Penalty: 5758.811035
	Iteration 4Q: 3 clusters Score -1.52399e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55975 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -15241344.000000 Penalty: 5758.811035
	Iteration 5Q: 3 clusters Score -1.524134e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56609 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -15242973.000000 Penalty: 5758.811035
	Iteration 6Q: 3 clusters Score -1.524297e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -15245109.000000 Penalty: 5758.811035
	Iteration 7Q: 3 clusters Score -1.524511e+07 nChanged 5485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -15248194.000000 Penalty: 5758.811035
	Iteration 8Q: 3 clusters Score -1.524819e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60152 members 
Mstep: Class 2 contains 50098 members 
Entering Unmasked Estep 
Score: -15251965.000000 Penalty: 5758.811035
	Iteration 9F: 3 clusters Score -1.525196e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -15255958.000000 Penalty: 5758.811035
	Iteration 10F: 3 clusters Score -1.525596e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -15259512.000000 Penalty: 5758.811035
	Iteration 11F: 3 clusters Score -1.525951e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 47641 members 
Entering Unmasked Estep 
Score: -15262028.000000 Penalty: 5758.811035
	Iteration 12Q: 3 clusters Score -1.526203e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62815 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -15263371.000000 Penalty: 5758.811035
	Iteration 13Q: 3 clusters Score -1.526337e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63032 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -15263965.000000 Penalty: 5758.811035
	Iteration 14Q: 3 clusters Score -1.526396e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -15264314.000000 Penalty: 5758.811035
	Iteration 15Q: 3 clusters Score -1.526431e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63314 members 
Mstep: Class 2 contains 46936 members 
Entering Unmasked Estep 
Score: -15264571.000000 Penalty: 5758.811035
	Iteration 16Q: 3 clusters Score -1.526457e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63478 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -15264770.000000 Penalty: 5758.811035
	Iteration 17Q: 3 clusters Score -1.526477e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63643 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -15264860.000000 Penalty: 5758.811035
	Iteration 18Q: 3 clusters Score -1.526486e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63839 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -15265035.000000 Penalty: 5758.811035
	Iteration 19Q: 3 clusters Score -1.526504e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64036 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -15265206.000000 Penalty: 5758.811035
	Iteration 20F: 3 clusters Score -1.526521e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -15265425.000000 Penalty: 5758.811035
	Iteration 21Q: 3 clusters Score -1.526542e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64620 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -15265678.000000 Penalty: 5758.811035
	Iteration 22Q: 3 clusters Score -1.526568e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -15266003.000000 Penalty: 5758.811035
	Iteration 23Q: 3 clusters Score -1.5266e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65536 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -15266301.000000 Penalty: 5758.811035
	Iteration 24Q: 3 clusters Score -1.52663e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66137 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -15266718.000000 Penalty: 5758.811035
	Iteration 25Q: 3 clusters Score -1.526672e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66821 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -15267175.000000 Penalty: 5758.811035
	Iteration 26Q: 3 clusters Score -1.526718e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67662 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -15267752.000000 Penalty: 5758.811035
	Iteration 27Q: 3 clusters Score -1.526775e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -15268667.000000 Penalty: 5758.811035
	Iteration 28Q: 3 clusters Score -1.526867e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69544 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -15269537.000000 Penalty: 5758.811035
	Iteration 29Q: 3 clusters Score -1.526954e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70479 members 
Mstep: Class 2 contains 39771 members 
Entering Unmasked Estep 
Score: -15270445.000000 Penalty: 5758.811035
	Iteration 30Q: 3 clusters Score -1.527044e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71331 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -15271350.000000 Penalty: 5758.811035
	Iteration 31Q: 3 clusters Score -1.527135e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -15271931.000000 Penalty: 5758.811035
	Iteration 32Q: 3 clusters Score -1.527193e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72845 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -15272363.000000 Penalty: 5758.811035
	Iteration 33Q: 3 clusters Score -1.527236e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73551 members 
Mstep: Class 2 contains 36699 members 
Entering Unmasked Estep 
Score: -15272699.000000 Penalty: 5758.811035
	Iteration 34Q: 3 clusters Score -1.52727e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74203 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -15272856.000000 Penalty: 5758.811035
	Iteration 35Q: 3 clusters Score -1.527286e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74891 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -15273124.000000 Penalty: 5758.811035
	Iteration 36Q: 3 clusters Score -1.527312e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75515 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -15273350.000000 Penalty: 5758.811035
	Iteration 37Q: 3 clusters Score -1.527335e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76131 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -15273479.000000 Penalty: 5758.811035
	Iteration 38Q: 3 clusters Score -1.527348e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76693 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -15273548.000000 Penalty: 5758.811035
	Iteration 39Q: 3 clusters Score -1.527355e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77260 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -15273672.000000 Penalty: 5758.811035
	Iteration 40F: 3 clusters Score -1.527367e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77756 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -15273712.000000 Penalty: 5758.811035
	Iteration 41Q: 3 clusters Score -1.527371e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78282 members 
Mstep: Class 2 contains 31968 members 
Entering Unmasked Estep 
Score: -15273813.000000 Penalty: 5758.811035
	Iteration 42Q: 3 clusters Score -1.527381e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -15273892.000000 Penalty: 5758.811035
	Iteration 43Q: 3 clusters Score -1.527389e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79240 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -15273955.000000 Penalty: 5758.811035
	Iteration 44Q: 3 clusters Score -1.527396e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79685 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -15274023.000000 Penalty: 5758.811035
	Iteration 45Q: 3 clusters Score -1.527402e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80110 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
Score: -15274033.000000 Penalty: 5758.811035
	Iteration 46Q: 3 clusters Score -1.527403e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -15274092.000000 Penalty: 5758.811035
	Iteration 47Q: 3 clusters Score -1.527409e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80953 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -15274150.000000 Penalty: 5758.811035
	Iteration 48Q: 3 clusters Score -1.527415e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -15274140.000000 Penalty: 5758.811035
	Iteration 49Q: 3 clusters Score -1.527414e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81770 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -15274212.000000 Penalty: 5758.811035
	Iteration 50Q: 3 clusters Score -1.527421e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 28082 members 
Entering Unmasked Estep 
Score: -15274251.000000 Penalty: 5758.811035
	Iteration 51Q: 3 clusters Score -1.527425e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82541 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -15274302.000000 Penalty: 5758.811035
	Iteration 52Q: 3 clusters Score -1.52743e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -15274345.000000 Penalty: 5758.811035
	Iteration 53Q: 3 clusters Score -1.527434e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83289 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -15274362.000000 Penalty: 5758.811035
	Iteration 54Q: 3 clusters Score -1.527436e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83641 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -15274376.000000 Penalty: 5758.811035
	Iteration 55Q: 3 clusters Score -1.527438e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84019 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -15274450.000000 Penalty: 5758.811035
	Iteration 56Q: 3 clusters Score -1.527445e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -15274480.000000 Penalty: 5758.811035
	Iteration 57Q: 3 clusters Score -1.527448e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84732 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -15274489.000000 Penalty: 5758.811035
	Iteration 58Q: 3 clusters Score -1.527449e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -15274538.000000 Penalty: 5758.811035
	Iteration 59Q: 3 clusters Score -1.527454e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85371 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -15274567.000000 Penalty: 5758.811035
	Iteration 60F: 3 clusters Score -1.527457e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85674 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -15274629.000000 Penalty: 5758.811035
	Iteration 61Q: 3 clusters Score -1.527463e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85971 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -15274655.000000 Penalty: 5758.811035
	Iteration 62Q: 3 clusters Score -1.527466e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86228 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -15274642.000000 Penalty: 5758.811035
	Iteration 63Q: 3 clusters Score -1.527464e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -15274663.000000 Penalty: 5758.811035
	Iteration 64Q: 3 clusters Score -1.527466e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -15274637.000000 Penalty: 5758.811035
	Iteration 65Q: 3 clusters Score -1.527464e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -15274641.000000 Penalty: 5758.811035
	Iteration 66Q: 3 clusters Score -1.527464e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87009 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -15274643.000000 Penalty: 5758.811035
	Iteration 67Q: 3 clusters Score -1.527464e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -15274668.000000 Penalty: 5758.811035
	Iteration 68Q: 3 clusters Score -1.527467e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -15274688.000000 Penalty: 5758.811035
	Iteration 69Q: 3 clusters Score -1.527469e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87509 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -15274677.000000 Penalty: 5758.811035
	Iteration 70Q: 3 clusters Score -1.527468e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87685 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -15274669.000000 Penalty: 5758.811035
	Iteration 71Q: 3 clusters Score -1.527467e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87862 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -15274690.000000 Penalty: 5758.811035
	Iteration 72Q: 3 clusters Score -1.527469e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -15274681.000000 Penalty: 5758.811035
	Iteration 73Q: 3 clusters Score -1.527468e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88250 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -15274694.000000 Penalty: 5758.811035
	Iteration 74Q: 3 clusters Score -1.527469e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88443 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -15274701.000000 Penalty: 5758.811035
	Iteration 75Q: 3 clusters Score -1.52747e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88618 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -15274737.000000 Penalty: 5758.811035
	Iteration 76Q: 3 clusters Score -1.527474e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88784 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -15274721.000000 Penalty: 5758.811035
	Iteration 77Q: 3 clusters Score -1.527472e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -15274707.000000 Penalty: 5758.811035
	Iteration 78Q: 3 clusters Score -1.527471e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89055 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -15274745.000000 Penalty: 5758.811035
	Iteration 79Q: 3 clusters Score -1.527474e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89182 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -15274727.000000 Penalty: 5758.811035
	Iteration 80F: 3 clusters Score -1.527473e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89302 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -15274703.000000 Penalty: 5758.811035
	Iteration 81Q: 3 clusters Score -1.52747e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89432 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -15274687.000000 Penalty: 5758.811035
	Iteration 82Q: 3 clusters Score -1.527469e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89584 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -15274728.000000 Penalty: 5758.811035
	Iteration 83Q: 3 clusters Score -1.527473e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89737 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -15274760.000000 Penalty: 5758.811035
	Iteration 84Q: 3 clusters Score -1.527476e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -15274743.000000 Penalty: 5758.811035
	Iteration 85Q: 3 clusters Score -1.527474e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90057 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -15274722.000000 Penalty: 5758.811035
	Iteration 86Q: 3 clusters Score -1.527472e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90232 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -15274730.000000 Penalty: 5758.811035
	Iteration 87Q: 3 clusters Score -1.527473e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90396 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -15274766.000000 Penalty: 5758.811035
	Iteration 88Q: 3 clusters Score -1.527477e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90554 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -15274830.000000 Penalty: 5758.811035
	Iteration 89Q: 3 clusters Score -1.527483e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90713 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -15274803.000000 Penalty: 5758.811035
	Iteration 90Q: 3 clusters Score -1.52748e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90884 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -15274797.000000 Penalty: 5758.811035
	Iteration 91Q: 3 clusters Score -1.52748e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -15274831.000000 Penalty: 5758.811035
	Iteration 92Q: 3 clusters Score -1.527483e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91209 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -15274857.000000 Penalty: 5758.811035
	Iteration 93Q: 3 clusters Score -1.527486e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91363 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -15274870.000000 Penalty: 5758.811035
	Iteration 94Q: 3 clusters Score -1.527487e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91508 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -15274855.000000 Penalty: 5758.811035
	Iteration 95Q: 3 clusters Score -1.527486e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91635 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -15274868.000000 Penalty: 5758.811035
	Iteration 96Q: 3 clusters Score -1.527487e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91776 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -15274868.000000 Penalty: 5758.811035
	Iteration 97Q: 3 clusters Score -1.527487e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91933 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -15274878.000000 Penalty: 5758.811035
	Iteration 98Q: 3 clusters Score -1.527488e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92092 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -15274926.000000 Penalty: 5758.811035
	Iteration 99Q: 3 clusters Score -1.527493e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92257 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -15274909.000000 Penalty: 5758.811035
	Iteration 100F: 3 clusters Score -1.527491e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92407 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -15274938.000000 Penalty: 5758.811035
	Iteration 101Q: 3 clusters Score -1.527494e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92559 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -15274947.000000 Penalty: 5758.811035
	Iteration 102Q: 3 clusters Score -1.527495e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92744 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -15274940.000000 Penalty: 5758.811035
	Iteration 103Q: 3 clusters Score -1.527494e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -15274936.000000 Penalty: 5758.811035
	Iteration 104Q: 3 clusters Score -1.527494e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93103 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -15274949.000000 Penalty: 5758.811035
	Iteration 105Q: 3 clusters Score -1.527495e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93306 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -15274974.000000 Penalty: 5758.811035
	Iteration 106Q: 3 clusters Score -1.527497e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -15275036.000000 Penalty: 5758.811035
	Iteration 107Q: 3 clusters Score -1.527504e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93816 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -15275100.000000 Penalty: 5758.811035
	Iteration 108Q: 3 clusters Score -1.52751e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -15275121.000000 Penalty: 5758.811035
	Iteration 109Q: 3 clusters Score -1.527512e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94442 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -15275185.000000 Penalty: 5758.811035
	Iteration 110Q: 3 clusters Score -1.527518e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94769 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -15275211.000000 Penalty: 5758.811035
	Iteration 111Q: 3 clusters Score -1.527521e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95093 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -15275259.000000 Penalty: 5758.811035
	Iteration 112Q: 3 clusters Score -1.527526e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95406 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -15275313.000000 Penalty: 5758.811035
	Iteration 113Q: 3 clusters Score -1.527531e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95764 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -15275348.000000 Penalty: 5758.811035
	Iteration 114Q: 3 clusters Score -1.527535e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96159 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -15275388.000000 Penalty: 5758.811035
	Iteration 115Q: 3 clusters Score -1.527539e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96555 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -15275486.000000 Penalty: 5758.811035
	Iteration 116Q: 3 clusters Score -1.527549e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96997 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -15275550.000000 Penalty: 5758.811035
	Iteration 117Q: 3 clusters Score -1.527555e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97463 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -15275636.000000 Penalty: 5758.811035
	Iteration 118Q: 3 clusters Score -1.527564e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97896 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -15275732.000000 Penalty: 5758.811035
	Iteration 119Q: 3 clusters Score -1.527573e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98369 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -15275902.000000 Penalty: 5758.811035
	Iteration 120F: 3 clusters Score -1.52759e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98900 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -15276080.000000 Penalty: 5758.811035
	Iteration 121Q: 3 clusters Score -1.527608e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99488 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -15276273.000000 Penalty: 5758.811035
	Iteration 122Q: 3 clusters Score -1.527627e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100079 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -15276563.000000 Penalty: 5758.811035
	Iteration 123Q: 3 clusters Score -1.527656e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100626 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -15276904.000000 Penalty: 5758.811035
	Iteration 124Q: 3 clusters Score -1.52769e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101191 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -15277386.000000 Penalty: 5758.811035
	Iteration 125Q: 3 clusters Score -1.527739e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101687 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -15277918.000000 Penalty: 5758.811035
	Iteration 126Q: 3 clusters Score -1.527792e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102104 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -15278444.000000 Penalty: 5758.811035
	Iteration 127Q: 3 clusters Score -1.527844e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102387 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -15278767.000000 Penalty: 5758.811035
	Iteration 128Q: 3 clusters Score -1.527877e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102615 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -15278987.000000 Penalty: 5758.811035
	Iteration 129Q: 3 clusters Score -1.527899e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102766 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -15279143.000000 Penalty: 5758.811035
	Iteration 130Q: 3 clusters Score -1.527914e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102865 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -15279201.000000 Penalty: 5758.811035
	Iteration 131Q: 3 clusters Score -1.52792e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102931 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -15279216.000000 Penalty: 5758.811035
	Iteration 132Q: 3 clusters Score -1.527922e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102978 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -15279241.000000 Penalty: 5758.811035
	Iteration 133Q: 3 clusters Score -1.527924e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103006 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -15279258.000000 Penalty: 5758.811035
	Iteration 134Q: 3 clusters Score -1.527926e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103027 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -15279276.000000 Penalty: 5758.811035
	Iteration 135Q: 3 clusters Score -1.527928e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103046 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -15279269.000000 Penalty: 5758.811035
	Iteration 136Q: 3 clusters Score -1.527927e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103052 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -15279293.000000 Penalty: 5758.811035
	Iteration 137Q: 3 clusters Score -1.527929e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103056 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -15279283.000000 Penalty: 5758.811035
	Iteration 138Q: 3 clusters Score -1.527928e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103062 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -15279262.000000 Penalty: 5758.811035
	Iteration 139Q: 3 clusters Score -1.527926e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103071 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -15279277.000000 Penalty: 5758.811035
	Iteration 140F: 3 clusters Score -1.527928e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103085 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -15279289.000000 Penalty: 5758.811035
	Iteration 141Q: 3 clusters Score -1.527929e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103103 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -15279279.000000 Penalty: 5758.811035
	Iteration 142Q: 3 clusters Score -1.527928e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103120 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -15279295.000000 Penalty: 5758.811035
	Iteration 143Q: 3 clusters Score -1.52793e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103126 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -15279279.000000 Penalty: 5758.811035
	Iteration 144Q: 3 clusters Score -1.527928e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103129 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -15279285.000000 Penalty: 5758.811035
	Iteration 145Q: 3 clusters Score -1.527928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103133 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -15279284.000000 Penalty: 5758.811035
	Iteration 146Q: 3 clusters Score -1.527928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103135 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -15279289.000000 Penalty: 5758.811035
	Iteration 147Q: 3 clusters Score -1.527929e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103140 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -15279289.000000 Penalty: 5758.811035
	Iteration 148Q: 3 clusters Score -1.527929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103144 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -15279292.000000 Penalty: 5758.811035
	Iteration 149Q: 3 clusters Score -1.527929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103152 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -15279301.000000 Penalty: 5758.811035
	Iteration 150Q: 3 clusters Score -1.52793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -15279291.000000 Penalty: 5758.811035
	Iteration 151Q: 3 clusters Score -1.527929e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103155 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -15279296.000000 Penalty: 5758.811035
	Iteration 152Q: 3 clusters Score -1.52793e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103158 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -15279306.000000 Penalty: 5758.811035
	Iteration 153Q: 3 clusters Score -1.527931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103159 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -15279292.000000 Penalty: 5758.811035
	Iteration 154Q: 3 clusters Score -1.527929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103159 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -15279292.000000 Penalty: 5758.811035
	Iteration 155F: 3 clusters Score -1.527929e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -77966.648438 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -77966.65 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 291 members 
Entering Unmasked Estep 
Score: -76415.679688 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -76415.68 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -76722.500000 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -76722.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -76799.359375 Penalty: 3163.699219
	Iteration 2F: 3 clusters Score -76799.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -76866.601562 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -76866.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -76892.085938 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -76892.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -76901.476562 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -76901.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -76911.304688 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -76911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -76915.976562 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -76915.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -76919.500000 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -76919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -76920.781250 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -76920.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -76920.781250 Penalty: 3163.699219
	Iteration 10F: 3 clusters Score -76920.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Entering Unmasked Estep 
Score: -1168767.000000 Penalty: 2247.681396
	Iteration 0F: 2 clusters Score -1168767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1162017.750000 Penalty: 4495.362793
	Iteration 0F: 3 clusters Score -1162018 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1163883.875000 Penalty: 4495.362793
	Iteration 1F: 3 clusters Score -1163884 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1164189.375000 Penalty: 4495.362793
	Iteration 2F: 3 clusters Score -1164189 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1164430.000000 Penalty: 4495.362793
	Iteration 3F: 3 clusters Score -1164430 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1164647.375000 Penalty: 4495.362793
	Iteration 4Q: 3 clusters Score -1164647 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1164847.000000 Penalty: 4495.362793
	Iteration 5Q: 3 clusters Score -1164847 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1165068.500000 Penalty: 4495.362793
	Iteration 6Q: 3 clusters Score -1165068 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1165295.625000 Penalty: 4495.362793
	Iteration 7Q: 3 clusters Score -1165296 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1165487.500000 Penalty: 4495.362793
	Iteration 8Q: 3 clusters Score -1165488 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1165642.875000 Penalty: 4495.362793
	Iteration 9Q: 3 clusters Score -1165643 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1165786.500000 Penalty: 4495.362793
	Iteration 10Q: 3 clusters Score -1165786 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1165937.250000 Penalty: 4495.362793
	Iteration 11Q: 3 clusters Score -1165937 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1166060.125000 Penalty: 4495.362793
	Iteration 12Q: 3 clusters Score -1166060 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1166183.750000 Penalty: 4495.362793
	Iteration 13Q: 3 clusters Score -1166184 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1166292.625000 Penalty: 4495.362793
	Iteration 14Q: 3 clusters Score -1166293 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1166372.500000 Penalty: 4495.362793
	Iteration 15Q: 3 clusters Score -1166372 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1166437.250000 Penalty: 4495.362793
	Iteration 16Q: 3 clusters Score -1166437 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1166496.750000 Penalty: 4495.362793
	Iteration 17Q: 3 clusters Score -1166497 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1166553.125000 Penalty: 4495.362793
	Iteration 18Q: 3 clusters Score -1166553 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1166613.750000 Penalty: 4495.362793
	Iteration 19Q: 3 clusters Score -1166614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1166666.875000 Penalty: 4495.362793
	Iteration 20F: 3 clusters Score -1166667 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1166704.125000 Penalty: 4495.362793
	Iteration 21Q: 3 clusters Score -1166704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1166732.750000 Penalty: 4495.362793
	Iteration 22Q: 3 clusters Score -1166733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -1166760.250000 Penalty: 4495.362793
	Iteration 23Q: 3 clusters Score -1166760 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1166785.125000 Penalty: 4495.362793
	Iteration 24Q: 3 clusters Score -1166785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1166805.250000 Penalty: 4495.362793
	Iteration 25Q: 3 clusters Score -1166805 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1166822.625000 Penalty: 4495.362793
	Iteration 26Q: 3 clusters Score -1166823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1166837.000000 Penalty: 4495.362793
	Iteration 27Q: 3 clusters Score -1166837 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1166849.500000 Penalty: 4495.362793
	Iteration 28Q: 3 clusters Score -1166850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1166857.250000 Penalty: 4495.362793
	Iteration 29Q: 3 clusters Score -1166857 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1166865.500000 Penalty: 4495.362793
	Iteration 30Q: 3 clusters Score -1166866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -1166871.375000 Penalty: 4495.362793
	Iteration 31Q: 3 clusters Score -1166871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1166875.625000 Penalty: 4495.362793
	Iteration 32Q: 3 clusters Score -1166876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1166883.250000 Penalty: 4495.362793
	Iteration 33Q: 3 clusters Score -1166883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -1166890.250000 Penalty: 4495.362793
	Iteration 34Q: 3 clusters Score -1166890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1166894.750000 Penalty: 4495.362793
	Iteration 35Q: 3 clusters Score -1166895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1166898.375000 Penalty: 4495.362793
	Iteration 36Q: 3 clusters Score -1166898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1166901.875000 Penalty: 4495.362793
	Iteration 37Q: 3 clusters Score -1166902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -1166909.750000 Penalty: 4495.362793
	Iteration 38Q: 3 clusters Score -1166910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1166911.000000 Penalty: 4495.362793
	Iteration 39Q: 3 clusters Score -1166911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1166910.500000 Penalty: 4495.362793
	Iteration 40F: 3 clusters Score -1166910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1166912.125000 Penalty: 4495.362793
	Iteration 41Q: 3 clusters Score -1166912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1166912.125000 Penalty: 4495.362793
	Iteration 42F: 3 clusters Score -1166912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Entering Unmasked Estep 
Score: -3824131.750000 Penalty: 2542.117920
	Iteration 0F: 2 clusters Score -3824132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3804514.250000 Penalty: 5084.235840
	Iteration 0F: 3 clusters Score -3804514 nChanged 12831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -3811848.000000 Penalty: 5084.235840
	Iteration 1F: 3 clusters Score -3811848 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -3812620.250000 Penalty: 5084.235840
	Iteration 2F: 3 clusters Score -3812620 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -3813511.500000 Penalty: 5084.235840
	Iteration 3F: 3 clusters Score -3813512 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -3814587.750000 Penalty: 5084.235840
	Iteration 4F: 3 clusters Score -3814588 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3815662.250000 Penalty: 5084.235840
	Iteration 5F: 3 clusters Score -3815662 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -3816745.750000 Penalty: 5084.235840
	Iteration 6F: 3 clusters Score -3816746 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -3817697.750000 Penalty: 5084.235840
	Iteration 7F: 3 clusters Score -3817698 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -3818477.750000 Penalty: 5084.235840
	Iteration 8Q: 3 clusters Score -3818478 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3819171.750000 Penalty: 5084.235840
	Iteration 9Q: 3 clusters Score -3819172 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -3819797.500000 Penalty: 5084.235840
	Iteration 10Q: 3 clusters Score -3819798 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3820329.000000 Penalty: 5084.235840
	Iteration 11Q: 3 clusters Score -3820329 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3820710.750000 Penalty: 5084.235840
	Iteration 12Q: 3 clusters Score -3820711 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -3821016.500000 Penalty: 5084.235840
	Iteration 13Q: 3 clusters Score -3821016 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -3821245.000000 Penalty: 5084.235840
	Iteration 14Q: 3 clusters Score -3821245 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3821403.750000 Penalty: 5084.235840
	Iteration 15Q: 3 clusters Score -3821404 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3821530.750000 Penalty: 5084.235840
	Iteration 16Q: 3 clusters Score -3821531 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -3821630.250000 Penalty: 5084.235840
	Iteration 17Q: 3 clusters Score -3821630 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3821702.750000 Penalty: 5084.235840
	Iteration 18Q: 3 clusters Score -3821703 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3821767.500000 Penalty: 5084.235840
	Iteration 19Q: 3 clusters Score -3821768 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3821818.250000 Penalty: 5084.235840
	Iteration 20F: 3 clusters Score -3821818 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -3821849.000000 Penalty: 5084.235840
	Iteration 21Q: 3 clusters Score -3821849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -3821872.000000 Penalty: 5084.235840
	Iteration 22Q: 3 clusters Score -3821872 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3821898.250000 Penalty: 5084.235840
	Iteration 23Q: 3 clusters Score -3821898 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3821904.250000 Penalty: 5084.235840
	Iteration 24Q: 3 clusters Score -3821904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3821914.000000 Penalty: 5084.235840
	Iteration 25Q: 3 clusters Score -3821914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -3821926.000000 Penalty: 5084.235840
	Iteration 26Q: 3 clusters Score -3821926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3821937.750000 Penalty: 5084.235840
	Iteration 27Q: 3 clusters Score -3821938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -3821942.750000 Penalty: 5084.235840
	Iteration 28Q: 3 clusters Score -3821943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3821957.250000 Penalty: 5084.235840
	Iteration 29Q: 3 clusters Score -3821957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -3821965.500000 Penalty: 5084.235840
	Iteration 30Q: 3 clusters Score -3821966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -3821968.000000 Penalty: 5084.235840
	Iteration 31Q: 3 clusters Score -3821968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -3821971.750000 Penalty: 5084.235840
	Iteration 32Q: 3 clusters Score -3821972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -3821972.000000 Penalty: 5084.235840
	Iteration 33Q: 3 clusters Score -3821972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -3821977.750000 Penalty: 5084.235840
	Iteration 34Q: 3 clusters Score -3821978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -3821981.250000 Penalty: 5084.235840
	Iteration 35Q: 3 clusters Score -3821981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3821985.250000 Penalty: 5084.235840
	Iteration 36Q: 3 clusters Score -3821985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -3821987.000000 Penalty: 5084.235840
	Iteration 37Q: 3 clusters Score -3821987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3821983.000000 Penalty: 5084.235840
	Iteration 38Q: 3 clusters Score -3821983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3821984.500000 Penalty: 5084.235840
	Iteration 39Q: 3 clusters Score -3821984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -3821984.500000 Penalty: 5084.235840
	Iteration 40F: 3 clusters Score -3821984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -67792.031250 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -67792.03 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 247 members 
Entering Unmasked Estep 
Score: -66268.539062 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -66268.54 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66432.500000 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -66432.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66479.570312 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -66479.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66532.335938 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -66532.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66570.914062 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -66570.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66580.570312 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -66580.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66588.953125 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -66588.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66600.578125 Penalty: 3089.341309
	Iteration 7Q: 3 clusters Score -66600.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66609.195312 Penalty: 3089.341309
	Iteration 8Q: 3 clusters Score -66609.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66617.492188 Penalty: 3089.341309
	Iteration 9Q: 3 clusters Score -66617.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66621.757812 Penalty: 3089.341309
	Iteration 10Q: 3 clusters Score -66621.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -66623.976562 Penalty: 3089.341309
	Iteration 11Q: 3 clusters Score -66623.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66634.460938 Penalty: 3089.341309
	Iteration 12Q: 3 clusters Score -66634.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -66645.664062 Penalty: 3089.341309
	Iteration 13Q: 3 clusters Score -66645.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66648.414062 Penalty: 3089.341309
	Iteration 14Q: 3 clusters Score -66648.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66648.414062 Penalty: 3089.341309
	Iteration 15F: 3 clusters Score -66648.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Entering Unmasked Estep 
Score: -2807220.500000 Penalty: 2458.471191
	Iteration 0F: 2 clusters Score -2807220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2793041.750000 Penalty: 4916.942383
	Iteration 0F: 3 clusters Score -2793042 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2797783.000000 Penalty: 4916.942383
	Iteration 1F: 3 clusters Score -2797783 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -2798126.750000 Penalty: 4916.942383
	Iteration 2F: 3 clusters Score -2798127 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2798470.750000 Penalty: 4916.942383
	Iteration 3Q: 3 clusters Score -2798471 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2798882.250000 Penalty: 4916.942383
	Iteration 4Q: 3 clusters Score -2798882 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2799403.750000 Penalty: 4916.942383
	Iteration 5F: 3 clusters Score -2799404 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -2800134.000000 Penalty: 4916.942383
	Iteration 6F: 3 clusters Score -2800134 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -2801087.750000 Penalty: 4916.942383
	Iteration 7F: 3 clusters Score -2801088 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -2802169.000000 Penalty: 4916.942383
	Iteration 8F: 3 clusters Score -2802169 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2803166.750000 Penalty: 4916.942383
	Iteration 9F: 3 clusters Score -2803167 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2803945.750000 Penalty: 4916.942383
	Iteration 10Q: 3 clusters Score -2803946 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2804409.750000 Penalty: 4916.942383
	Iteration 11Q: 3 clusters Score -2804410 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2804698.750000 Penalty: 4916.942383
	Iteration 12Q: 3 clusters Score -2804699 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2804855.750000 Penalty: 4916.942383
	Iteration 13Q: 3 clusters Score -2804856 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2804948.250000 Penalty: 4916.942383
	Iteration 14Q: 3 clusters Score -2804948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2804999.500000 Penalty: 4916.942383
	Iteration 15Q: 3 clusters Score -2805000 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2805034.750000 Penalty: 4916.942383
	Iteration 16Q: 3 clusters Score -2805035 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -2805067.000000 Penalty: 4916.942383
	Iteration 17Q: 3 clusters Score -2805067 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -2805085.750000 Penalty: 4916.942383
	Iteration 18Q: 3 clusters Score -2805086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2805098.500000 Penalty: 4916.942383
	Iteration 19Q: 3 clusters Score -2805098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -2805102.000000 Penalty: 4916.942383
	Iteration 20F: 3 clusters Score -2805102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2805114.750000 Penalty: 4916.942383
	Iteration 21Q: 3 clusters Score -2805115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2805119.500000 Penalty: 4916.942383
	Iteration 22Q: 3 clusters Score -2805120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -2805128.500000 Penalty: 4916.942383
	Iteration 23Q: 3 clusters Score -2805128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2805134.500000 Penalty: 4916.942383
	Iteration 24Q: 3 clusters Score -2805134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2805143.250000 Penalty: 4916.942383
	Iteration 25Q: 3 clusters Score -2805143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 19380 members 
Entering Unmasked Estep 
Score: -2805151.500000 Penalty: 4916.942383
	Iteration 26Q: 3 clusters Score -2805152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2805154.000000 Penalty: 4916.942383
	Iteration 27Q: 3 clusters Score -2805154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2805152.250000 Penalty: 4916.942383
	Iteration 28Q: 3 clusters Score -2805152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2805151.250000 Penalty: 4916.942383
	Iteration 29Q: 3 clusters Score -2805151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2805155.500000 Penalty: 4916.942383
	Iteration 30Q: 3 clusters Score -2805156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2805160.250000 Penalty: 4916.942383
	Iteration 31Q: 3 clusters Score -2805160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2805158.750000 Penalty: 4916.942383
	Iteration 32Q: 3 clusters Score -2805159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2805162.250000 Penalty: 4916.942383
	Iteration 33Q: 3 clusters Score -2805162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2805167.500000 Penalty: 4916.942383
	Iteration 34Q: 3 clusters Score -2805168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2805171.250000 Penalty: 4916.942383
	Iteration 35Q: 3 clusters Score -2805171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -2805171.250000 Penalty: 4916.942383
	Iteration 36F: 3 clusters Score -2805171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40880 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27270 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 2968 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53218 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170005 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 266119 members 
Mstep: Class 22 contains 14080 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 110250 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247880.000000 Penalty: 102059.687500
Iteration 439Q: 31 clusters Score -1.222479e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40925 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27268 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53197 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170008 members 
Mstep: Class 19 contains 3469 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 266161 members 
Mstep: Class 22 contains 14080 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 110199 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247864.000000 Penalty: 102059.687500
Iteration 440F: 31 clusters Score -1.222479e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 40972 members 
Mstep: Class 4 contains 40520 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27265 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53172 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170006 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 29325 members 
Mstep: Class 21 contains 266199 members 
Mstep: Class 22 contains 14082 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 110149 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247936.000000 Penalty: 102059.687500
Iteration 441Q: 31 clusters Score -1.222479e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41031 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27265 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53147 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170011 members 
Mstep: Class 19 contains 3451 members 
Mstep: Class 20 contains 29325 members 
Mstep: Class 21 contains 266231 members 
Mstep: Class 22 contains 14085 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 110076 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247856.000000 Penalty: 102059.687500
Iteration 442Q: 31 clusters Score -1.222479e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41072 members 
Mstep: Class 4 contains 40520 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27264 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16362 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53124 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170021 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 29325 members 
Mstep: Class 21 contains 266271 members 
Mstep: Class 22 contains 14086 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 110011 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247776.000000 Penalty: 102059.687500
Iteration 443Q: 31 clusters Score -1.222478e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41109 members 
Mstep: Class 4 contains 40518 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27264 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2984 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16363 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53110 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170019 members 
Mstep: Class 19 contains 3443 members 
Mstep: Class 20 contains 29325 members 
Mstep: Class 21 contains 266338 members 
Mstep: Class 22 contains 14086 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 109924 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28297 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247736.000000 Penalty: 102059.687500
Iteration 444Q: 31 clusters Score -1.222477e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41135 members 
Mstep: Class 4 contains 40517 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27264 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2983 members 
Mstep: Class 9 contains 2966 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16364 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53098 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170022 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 29324 members 
Mstep: Class 21 contains 266384 members 
Mstep: Class 22 contains 14085 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 109864 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247672.000000 Penalty: 102059.687500
Iteration 445Q: 31 clusters Score -1.222477e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41169 members 
Mstep: Class 4 contains 40520 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27265 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 2965 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53077 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170035 members 
Mstep: Class 19 contains 3440 members 
Mstep: Class 20 contains 29324 members 
Mstep: Class 21 contains 266425 members 
Mstep: Class 22 contains 14085 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 109790 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247608.000000 Penalty: 102059.687500
Iteration 446Q: 31 clusters Score -1.222476e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41200 members 
Mstep: Class 4 contains 40522 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27265 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2982 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 53063 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170051 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 29324 members 
Mstep: Class 21 contains 266451 members 
Mstep: Class 22 contains 14087 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 109727 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247672.000000 Penalty: 102059.687500
Iteration 447Q: 31 clusters Score -1.222477e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41232 members 
Mstep: Class 4 contains 40521 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27265 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 53055 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170060 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 29324 members 
Mstep: Class 21 contains 266478 members 
Mstep: Class 22 contains 14085 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 109674 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247656.000000 Penalty: 102059.687500
Iteration 448Q: 31 clusters Score -1.222477e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41266 members 
Mstep: Class 4 contains 40523 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27261 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 53044 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170077 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 29324 members 
Mstep: Class 21 contains 266512 members 
Mstep: Class 22 contains 14083 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 109599 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247608.000000 Penalty: 102059.687500
Iteration 449Q: 31 clusters Score -1.222476e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41303 members 
Mstep: Class 4 contains 40523 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27260 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 2960 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16365 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 53017 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170096 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 29324 members 
Mstep: Class 21 contains 266550 members 
Mstep: Class 22 contains 14083 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 109532 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247696.000000 Penalty: 102059.687500
Iteration 450Q: 31 clusters Score -1.222477e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41341 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27259 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 2957 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6082 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52998 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170114 members 
Mstep: Class 19 contains 3436 members 
Mstep: Class 20 contains 29325 members 
Mstep: Class 21 contains 266572 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 109477 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247768.000000 Penalty: 102059.687500
Iteration 451Q: 31 clusters Score -1.222478e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41365 members 
Mstep: Class 4 contains 40523 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27258 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 2955 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52980 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170132 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 29326 members 
Mstep: Class 21 contains 266592 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 109427 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247696.000000 Penalty: 102059.687500
Iteration 452Q: 31 clusters Score -1.222477e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41394 members 
Mstep: Class 4 contains 40525 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27258 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 2952 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52960 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170151 members 
Mstep: Class 19 contains 3435 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 266597 members 
Mstep: Class 22 contains 14085 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49086 members 
Mstep: Class 25 contains 109389 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247768.000000 Penalty: 102059.687500
Iteration 453Q: 31 clusters Score -1.222478e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41425 members 
Mstep: Class 4 contains 40524 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27255 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 2951 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 16366 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52939 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170165 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 29327 members 
Mstep: Class 21 contains 266616 members 
Mstep: Class 22 contains 14085 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 109347 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247800.000000 Penalty: 102059.687500
Iteration 454Q: 31 clusters Score -1.222478e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41458 members 
Mstep: Class 4 contains 40523 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27255 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 2950 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52912 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170181 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 29325 members 
Mstep: Class 21 contains 266642 members 
Mstep: Class 22 contains 14086 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 109302 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8629 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247856.000000 Penalty: 102059.687500
Iteration 455Q: 31 clusters Score -1.222479e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41493 members 
Mstep: Class 4 contains 40521 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27253 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 16369 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52887 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170189 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 29325 members 
Mstep: Class 21 contains 266666 members 
Mstep: Class 22 contains 14089 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49087 members 
Mstep: Class 25 contains 109255 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8628 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247744.000000 Penalty: 102059.687500
Iteration 456Q: 31 clusters Score -1.222477e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41540 members 
Mstep: Class 4 contains 40521 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27253 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 16370 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52851 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170193 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 29325 members 
Mstep: Class 21 contains 266694 members 
Mstep: Class 22 contains 14088 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49085 members 
Mstep: Class 25 contains 109206 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8627 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247720.000000 Penalty: 102059.687500
Iteration 457Q: 31 clusters Score -1.222477e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41586 members 
Mstep: Class 4 contains 40521 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27254 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 16369 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6081 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52817 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170193 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 29326 members 
Mstep: Class 21 contains 266711 members 
Mstep: Class 22 contains 14088 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49084 members 
Mstep: Class 25 contains 109172 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8628 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247736.000000 Penalty: 102059.687500
Iteration 458Q: 31 clusters Score -1.222477e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41632 members 
Mstep: Class 4 contains 40521 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27253 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52789 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170198 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 29328 members 
Mstep: Class 21 contains 266716 members 
Mstep: Class 22 contains 14088 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 109136 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247688.000000 Penalty: 102059.687500
Iteration 459Q: 31 clusters Score -1.222477e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41672 members 
Mstep: Class 4 contains 40521 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27253 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52763 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170203 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 29329 members 
Mstep: Class 21 contains 266723 members 
Mstep: Class 22 contains 14090 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 109100 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247744.000000 Penalty: 102059.687500
Iteration 460F: 31 clusters Score -1.222477e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41706 members 
Mstep: Class 4 contains 40521 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27252 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 2949 members 
Mstep: Class 10 contains 1237 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52738 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170211 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 29330 members 
Mstep: Class 21 contains 266738 members 
Mstep: Class 22 contains 14090 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 109066 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247744.000000 Penalty: 102059.687500
Iteration 461Q: 31 clusters Score -1.222477e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41733 members 
Mstep: Class 4 contains 40521 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27252 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2981 members 
Mstep: Class 9 contains 2948 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52714 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170219 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 29330 members 
Mstep: Class 21 contains 266750 members 
Mstep: Class 22 contains 14089 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 109046 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247736.000000 Penalty: 102059.687500
Iteration 462Q: 31 clusters Score -1.222477e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41778 members 
Mstep: Class 4 contains 40520 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27252 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2947 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52681 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170225 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 29333 members 
Mstep: Class 21 contains 266764 members 
Mstep: Class 22 contains 14090 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49083 members 
Mstep: Class 25 contains 109012 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28294 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247760.000000 Penalty: 102059.687500
Iteration 463Q: 31 clusters Score -1.222478e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41819 members 
Mstep: Class 4 contains 40518 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27253 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2946 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52645 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170230 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 29336 members 
Mstep: Class 21 contains 266783 members 
Mstep: Class 22 contains 14091 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108982 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247840.000000 Penalty: 102059.687500
Iteration 464Q: 31 clusters Score -1.222478e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41855 members 
Mstep: Class 4 contains 40520 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27253 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52617 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170229 members 
Mstep: Class 19 contains 3428 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 266806 members 
Mstep: Class 22 contains 14090 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49081 members 
Mstep: Class 25 contains 108953 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247832.000000 Penalty: 102059.687500
Iteration 465Q: 31 clusters Score -1.222478e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41895 members 
Mstep: Class 4 contains 40520 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27253 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2938 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52598 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170235 members 
Mstep: Class 19 contains 3428 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 266814 members 
Mstep: Class 22 contains 14093 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49081 members 
Mstep: Class 25 contains 108916 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247808.000000 Penalty: 102059.687500
Iteration 466Q: 31 clusters Score -1.222478e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41929 members 
Mstep: Class 4 contains 40518 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27253 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52585 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170235 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 266823 members 
Mstep: Class 22 contains 14095 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49081 members 
Mstep: Class 25 contains 108882 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247808.000000 Penalty: 102059.687500
Iteration 467Q: 31 clusters Score -1.222478e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 41966 members 
Mstep: Class 4 contains 40516 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27253 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52567 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170234 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 266842 members 
Mstep: Class 22 contains 14096 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49081 members 
Mstep: Class 25 contains 108844 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247736.000000 Penalty: 102059.687500
Iteration 468Q: 31 clusters Score -1.222477e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42004 members 
Mstep: Class 4 contains 40516 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27253 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52553 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170232 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 266859 members 
Mstep: Class 22 contains 14095 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49081 members 
Mstep: Class 25 contains 108802 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247768.000000 Penalty: 102059.687500
Iteration 469Q: 31 clusters Score -1.222478e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42044 members 
Mstep: Class 4 contains 40519 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27253 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52523 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170231 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 266866 members 
Mstep: Class 22 contains 14094 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49081 members 
Mstep: Class 25 contains 108777 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247840.000000 Penalty: 102059.687500
Iteration 470Q: 31 clusters Score -1.222478e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42088 members 
Mstep: Class 4 contains 40516 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27254 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52493 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170239 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 266878 members 
Mstep: Class 22 contains 14090 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108743 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247808.000000 Penalty: 102059.687500
Iteration 471Q: 31 clusters Score -1.222478e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42134 members 
Mstep: Class 4 contains 40511 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27254 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2937 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52463 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170251 members 
Mstep: Class 19 contains 3427 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 266893 members 
Mstep: Class 22 contains 14090 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108700 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247728.000000 Penalty: 102059.687500
Iteration 472Q: 31 clusters Score -1.222477e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42185 members 
Mstep: Class 4 contains 40509 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27253 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52436 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170255 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 266911 members 
Mstep: Class 22 contains 14090 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108656 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8632 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247744.000000 Penalty: 102059.687500
Iteration 473Q: 31 clusters Score -1.222477e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42239 members 
Mstep: Class 4 contains 40510 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27252 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7536 members 
Mstep: Class 16 contains 52400 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170260 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 266926 members 
Mstep: Class 22 contains 14091 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108615 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20337 members 
Entering Unmasked Estep 
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Iteration 474Q: 31 clusters Score -1.222476e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42294 members 
Mstep: Class 4 contains 40510 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27252 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 52361 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170266 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 266940 members 
Mstep: Class 22 contains 14091 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108575 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20341 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 475Q: 31 clusters Score -1.222476e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42343 members 
Mstep: Class 4 contains 40509 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27251 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 52335 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170275 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 266938 members 
Mstep: Class 22 contains 14091 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108541 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247600.000000 Penalty: 102059.687500
Iteration 476Q: 31 clusters Score -1.222476e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42402 members 
Mstep: Class 4 contains 40510 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27249 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7537 members 
Mstep: Class 16 contains 52306 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170277 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 266938 members 
Mstep: Class 22 contains 14088 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108516 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8631 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247576.000000 Penalty: 102059.687500
Iteration 477Q: 31 clusters Score -1.222476e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42463 members 
Mstep: Class 4 contains 40511 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27249 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 52271 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170278 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29338 members 
Mstep: Class 21 contains 266935 members 
Mstep: Class 22 contains 14088 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108489 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247640.000000 Penalty: 102059.687500
Iteration 478Q: 31 clusters Score -1.222476e+08 nChanged 116
Entering ConstructFrom: 
Score: -122247640.000000 Penalty: 102059.687500
Entering ConstructFrom: 
Trying to split cluster 1 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -24645.960938 Penalty: 1328.433472
	Iteration 0F: 2 clusters Score -24645.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -23527.582031 Penalty: 2656.866943
	Iteration 0F: 3 clusters Score -23527.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23658.388672 Penalty: 2656.866943
	Iteration 1F: 3 clusters Score -23658.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -23756.212891 Penalty: 2656.866943
	Iteration 2Q: 3 clusters Score -23756.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23794.902344 Penalty: 2656.866943
	Iteration 3Q: 3 clusters Score -23794.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23815.759766 Penalty: 2656.866943
	Iteration 4Q: 3 clusters Score -23815.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -23832.171875 Penalty: 2656.866943
	Iteration 5Q: 3 clusters Score -23832.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23841.714844 Penalty: 2656.866943
	Iteration 6Q: 3 clusters Score -23841.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23847.916016 Penalty: 2656.866943
	Iteration 7Q: 3 clusters Score -23847.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23847.916016 Penalty: 2656.866943
	Iteration 8F: 3 clusters Score -23847.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -63715.867188 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -63715.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62190.261719 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -62190.26 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62339.460938 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -62339.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -62381.937500 Penalty: 3061.163330
	Iteration 2Q: 3 clusters Score -62381.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62403.535156 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -62403.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -62415.757812 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -62415.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62416.859375 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -62416.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -62416.859375 Penalty: 3061.163330
	Iteration 6F: 3 clusters Score -62416.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Entering Unmasked Estep 
Score: -5922830.500000 Penalty: 2643.146240
	Iteration 0F: 2 clusters Score -5922830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -5894086.500000 Penalty: 5286.292480
	Iteration 0F: 3 clusters Score -5894086 nChanged 19467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -5904715.000000 Penalty: 5286.292480
	Iteration 1F: 3 clusters Score -5904715 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -5905331.000000 Penalty: 5286.292480
	Iteration 2Q: 3 clusters Score -5905331 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -5905925.000000 Penalty: 5286.292480
	Iteration 3Q: 3 clusters Score -5905925 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -5906693.500000 Penalty: 5286.292480
	Iteration 4Q: 3 clusters Score -5906694 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -5907789.000000 Penalty: 5286.292480
	Iteration 5F: 3 clusters Score -5907789 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30702 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -5909537.000000 Penalty: 5286.292480
	Iteration 6F: 3 clusters Score -5909537 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -5912121.500000 Penalty: 5286.292480
	Iteration 7F: 3 clusters Score -5912122 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -5915192.500000 Penalty: 5286.292480
	Iteration 8F: 3 clusters Score -5915192 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -5917839.000000 Penalty: 5286.292480
	Iteration 9F: 3 clusters Score -5917839 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5919407.500000 Penalty: 5286.292480
	Iteration 10Q: 3 clusters Score -5919408 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5920039.000000 Penalty: 5286.292480
	Iteration 11Q: 3 clusters Score -5920039 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5920267.000000 Penalty: 5286.292480
	Iteration 12Q: 3 clusters Score -5920267 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5920367.000000 Penalty: 5286.292480
	Iteration 13Q: 3 clusters Score -5920367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5920412.500000 Penalty: 5286.292480
	Iteration 14Q: 3 clusters Score -5920412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5920450.000000 Penalty: 5286.292480
	Iteration 15Q: 3 clusters Score -5920450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5920467.000000 Penalty: 5286.292480
	Iteration 16Q: 3 clusters Score -5920467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5920476.500000 Penalty: 5286.292480
	Iteration 17Q: 3 clusters Score -5920476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5920486.000000 Penalty: 5286.292480
	Iteration 18Q: 3 clusters Score -5920486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5920488.000000 Penalty: 5286.292480
	Iteration 19Q: 3 clusters Score -5920488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5920488.000000 Penalty: 5286.292480
	Iteration 20F: 3 clusters Score -5920488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (40511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Entering Unmasked Estep 
Score: -5649538.500000 Penalty: 2631.113770
	Iteration 0F: 2 clusters Score -5649538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -5622164.500000 Penalty: 5262.227539
	Iteration 0F: 3 clusters Score -5622164 nChanged 18491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -5632232.000000 Penalty: 5262.227539
	Iteration 1F: 3 clusters Score -5632232 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -5632670.500000 Penalty: 5262.227539
	Iteration 2Q: 3 clusters Score -5632670 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -5633054.000000 Penalty: 5262.227539
	Iteration 3Q: 3 clusters Score -5633054 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -5633387.000000 Penalty: 5262.227539
	Iteration 4Q: 3 clusters Score -5633387 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -5633683.000000 Penalty: 5262.227539
	Iteration 5Q: 3 clusters Score -5633683 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -5633983.500000 Penalty: 5262.227539
	Iteration 6Q: 3 clusters Score -5633984 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -5634246.500000 Penalty: 5262.227539
	Iteration 7Q: 3 clusters Score -5634246 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -5634545.000000 Penalty: 5262.227539
	Iteration 8Q: 3 clusters Score -5634545 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18686 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5634953.000000 Penalty: 5262.227539
	Iteration 9Q: 3 clusters Score -5634953 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5635382.500000 Penalty: 5262.227539
	Iteration 10Q: 3 clusters Score -5635382 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -5635876.500000 Penalty: 5262.227539
	Iteration 11Q: 3 clusters Score -5635876 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -5636480.000000 Penalty: 5262.227539
	Iteration 12Q: 3 clusters Score -5636480 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -5637291.500000 Penalty: 5262.227539
	Iteration 13Q: 3 clusters Score -5637292 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -5638493.000000 Penalty: 5262.227539
	Iteration 14Q: 3 clusters Score -5638493 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -5639848.500000 Penalty: 5262.227539
	Iteration 15Q: 3 clusters Score -5639848 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -5641048.500000 Penalty: 5262.227539
	Iteration 16Q: 3 clusters Score -5641048 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 30928 members 
Entering Unmasked Estep 
Score: -5642035.500000 Penalty: 5262.227539
	Iteration 17Q: 3 clusters Score -5642036 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -5642754.000000 Penalty: 5262.227539
	Iteration 18Q: 3 clusters Score -5642754 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -5643316.500000 Penalty: 5262.227539
	Iteration 19Q: 3 clusters Score -5643316 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -5643824.000000 Penalty: 5262.227539
	Iteration 20F: 3 clusters Score -5643824 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -5644349.000000 Penalty: 5262.227539
	Iteration 21Q: 3 clusters Score -5644349 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -5644790.000000 Penalty: 5262.227539
	Iteration 22Q: 3 clusters Score -5644790 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -5645198.000000 Penalty: 5262.227539
	Iteration 23Q: 3 clusters Score -5645198 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -5645669.000000 Penalty: 5262.227539
	Iteration 24Q: 3 clusters Score -5645669 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -5646092.000000 Penalty: 5262.227539
	Iteration 25Q: 3 clusters Score -5646092 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -5646421.000000 Penalty: 5262.227539
	Iteration 26Q: 3 clusters Score -5646421 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -5646655.500000 Penalty: 5262.227539
	Iteration 27Q: 3 clusters Score -5646656 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -5646856.500000 Penalty: 5262.227539
	Iteration 28Q: 3 clusters Score -5646856 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -5647009.000000 Penalty: 5262.227539
	Iteration 29Q: 3 clusters Score -5647009 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -5647127.500000 Penalty: 5262.227539
	Iteration 30Q: 3 clusters Score -5647128 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -5647205.000000 Penalty: 5262.227539
	Iteration 31Q: 3 clusters Score -5647205 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -5647254.000000 Penalty: 5262.227539
	Iteration 32Q: 3 clusters Score -5647254 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -5647282.500000 Penalty: 5262.227539
	Iteration 33Q: 3 clusters Score -5647282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -5647316.500000 Penalty: 5262.227539
	Iteration 34Q: 3 clusters Score -5647316 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -5647342.000000 Penalty: 5262.227539
	Iteration 35Q: 3 clusters Score -5647342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -5647375.000000 Penalty: 5262.227539
	Iteration 36Q: 3 clusters Score -5647375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -5647382.000000 Penalty: 5262.227539
	Iteration 37Q: 3 clusters Score -5647382 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -5647394.000000 Penalty: 5262.227539
	Iteration 38Q: 3 clusters Score -5647394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -5647403.500000 Penalty: 5262.227539
	Iteration 39Q: 3 clusters Score -5647404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -5647419.500000 Penalty: 5262.227539
	Iteration 40F: 3 clusters Score -5647420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -5647422.500000 Penalty: 5262.227539
	Iteration 41Q: 3 clusters Score -5647422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -5647437.000000 Penalty: 5262.227539
	Iteration 42Q: 3 clusters Score -5647437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -5647450.500000 Penalty: 5262.227539
	Iteration 43Q: 3 clusters Score -5647450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -5647464.500000 Penalty: 5262.227539
	Iteration 44Q: 3 clusters Score -5647464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -5647476.500000 Penalty: 5262.227539
	Iteration 45Q: 3 clusters Score -5647476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -5647476.500000 Penalty: 5262.227539
	Iteration 46Q: 3 clusters Score -5647476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -5647476.500000 Penalty: 5262.227539
	Iteration 47Q: 3 clusters Score -5647476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5647485.000000 Penalty: 5262.227539
	Iteration 48Q: 3 clusters Score -5647485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -5647486.500000 Penalty: 5262.227539
	Iteration 49Q: 3 clusters Score -5647486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -5647488.000000 Penalty: 5262.227539
	Iteration 50Q: 3 clusters Score -5647488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -5647491.000000 Penalty: 5262.227539
	Iteration 51Q: 3 clusters Score -5647491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -5647491.000000 Penalty: 5262.227539
	Iteration 52F: 3 clusters Score -5647491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Entering Unmasked Estep 
Score: -98539.398438 Penalty: 1646.040039
	Iteration 0F: 2 clusters Score -98539.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -96826.156250 Penalty: 3292.080078
	Iteration 0F: 3 clusters Score -96826.16 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -97090.539062 Penalty: 3292.080078
	Iteration 1F: 3 clusters Score -97090.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -97215.382812 Penalty: 3292.080078
	Iteration 2F: 3 clusters Score -97215.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -97458.835938 Penalty: 3292.080078
	Iteration 3F: 3 clusters Score -97458.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -97785.734375 Penalty: 3292.080078
	Iteration 4F: 3 clusters Score -97785.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -97980.492188 Penalty: 3292.080078
	Iteration 5F: 3 clusters Score -97980.49 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -98241.671875 Penalty: 3292.080078
	Iteration 6F: 3 clusters Score -98241.67 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -98485.281250 Penalty: 3292.080078
	Iteration 7F: 3 clusters Score -98485.28 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -98640.515625 Penalty: 3292.080078
	Iteration 8Q: 3 clusters Score -98640.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -98688.382812 Penalty: 3292.080078
	Iteration 9Q: 3 clusters Score -98688.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -98692.828125 Penalty: 3292.080078
	Iteration 10Q: 3 clusters Score -98692.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -98701.226562 Penalty: 3292.080078
	Iteration 11Q: 3 clusters Score -98701.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -98703.867188 Penalty: 3292.080078
	Iteration 12Q: 3 clusters Score -98703.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -98708.281250 Penalty: 3292.080078
	Iteration 13Q: 3 clusters Score -98708.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -98711.640625 Penalty: 3292.080078
	Iteration 14Q: 3 clusters Score -98711.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -98716.085938 Penalty: 3292.080078
	Iteration 15Q: 3 clusters Score -98716.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -98725.445312 Penalty: 3292.080078
	Iteration 16Q: 3 clusters Score -98725.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -98750.523438 Penalty: 3292.080078
	Iteration 17Q: 3 clusters Score -98750.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98754.898438 Penalty: 3292.080078
	Iteration 18Q: 3 clusters Score -98754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98757.031250 Penalty: 3292.080078
	Iteration 19Q: 3 clusters Score -98757.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -98760.140625 Penalty: 3292.080078
	Iteration 20F: 3 clusters Score -98760.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42525 members 
Mstep: Class 4 contains 40511 members 
Mstep: Class 5 contains 319 members 
Mstep: Class 6 contains 27249 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 52237 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170281 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29338 members 
Mstep: Class 21 contains 266935 members 
Mstep: Class 22 contains 14087 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108460 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20348 members 
Mstep: Class 31 contains 444 members 
Entering Unmasked Estep 
Score: -122246080.000000 Penalty: 105461.679688
Splitting cluster 5 changes total score from -122247640.000000 to -122246080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (27249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Entering Unmasked Estep 
Score: -3417872.000000 Penalty: 2532.767578
	Iteration 0F: 2 clusters Score -3417872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3399014.500000 Penalty: 5065.535156
	Iteration 0F: 3 clusters Score -3399014 nChanged 12373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -3406148.500000 Penalty: 5065.535156
	Iteration 1F: 3 clusters Score -3406148 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3407067.000000 Penalty: 5065.535156
	Iteration 2F: 3 clusters Score -3407067 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3408103.500000 Penalty: 5065.535156
	Iteration 3F: 3 clusters Score -3408104 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3409150.250000 Penalty: 5065.535156
	Iteration 4F: 3 clusters Score -3409150 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -3410171.250000 Penalty: 5065.535156
	Iteration 5F: 3 clusters Score -3410171 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3411066.000000 Penalty: 5065.535156
	Iteration 6F: 3 clusters Score -3411066 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -3411868.250000 Penalty: 5065.535156
	Iteration 7Q: 3 clusters Score -3411868 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3412715.000000 Penalty: 5065.535156
	Iteration 8Q: 3 clusters Score -3412715 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3413429.500000 Penalty: 5065.535156
	Iteration 9Q: 3 clusters Score -3413430 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -3413930.250000 Penalty: 5065.535156
	Iteration 10Q: 3 clusters Score -3413930 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3414246.500000 Penalty: 5065.535156
	Iteration 11Q: 3 clusters Score -3414246 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -3414455.750000 Penalty: 5065.535156
	Iteration 12Q: 3 clusters Score -3414456 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -3414587.000000 Penalty: 5065.535156
	Iteration 13Q: 3 clusters Score -3414587 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -3414692.500000 Penalty: 5065.535156
	Iteration 14Q: 3 clusters Score -3414692 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -3414743.250000 Penalty: 5065.535156
	Iteration 15Q: 3 clusters Score -3414743 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -3414770.250000 Penalty: 5065.535156
	Iteration 16Q: 3 clusters Score -3414770 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -3414795.750000 Penalty: 5065.535156
	Iteration 17Q: 3 clusters Score -3414796 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -3414813.250000 Penalty: 5065.535156
	Iteration 18Q: 3 clusters Score -3414813 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -3414841.750000 Penalty: 5065.535156
	Iteration 19Q: 3 clusters Score -3414842 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3414854.250000 Penalty: 5065.535156
	Iteration 20F: 3 clusters Score -3414854 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3414874.750000 Penalty: 5065.535156
	Iteration 21Q: 3 clusters Score -3414875 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -3414896.500000 Penalty: 5065.535156
	Iteration 22Q: 3 clusters Score -3414896 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -3414938.000000 Penalty: 5065.535156
	Iteration 23Q: 3 clusters Score -3414938 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3414965.250000 Penalty: 5065.535156
	Iteration 24Q: 3 clusters Score -3414965 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -3415011.000000 Penalty: 5065.535156
	Iteration 25Q: 3 clusters Score -3415011 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -3415081.250000 Penalty: 5065.535156
	Iteration 26Q: 3 clusters Score -3415081 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3415151.500000 Penalty: 5065.535156
	Iteration 27Q: 3 clusters Score -3415152 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3415236.750000 Penalty: 5065.535156
	Iteration 28Q: 3 clusters Score -3415237 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -3415345.000000 Penalty: 5065.535156
	Iteration 29Q: 3 clusters Score -3415345 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -3415456.500000 Penalty: 5065.535156
	Iteration 30Q: 3 clusters Score -3415456 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -3415588.250000 Penalty: 5065.535156
	Iteration 31Q: 3 clusters Score -3415588 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3415670.500000 Penalty: 5065.535156
	Iteration 32Q: 3 clusters Score -3415670 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -3415759.500000 Penalty: 5065.535156
	Iteration 33Q: 3 clusters Score -3415760 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -3415828.250000 Penalty: 5065.535156
	Iteration 34Q: 3 clusters Score -3415828 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -3415895.250000 Penalty: 5065.535156
	Iteration 35Q: 3 clusters Score -3415895 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3415984.000000 Penalty: 5065.535156
	Iteration 36Q: 3 clusters Score -3415984 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -3416040.000000 Penalty: 5065.535156
	Iteration 37Q: 3 clusters Score -3416040 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -3416112.250000 Penalty: 5065.535156
	Iteration 38Q: 3 clusters Score -3416112 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3416145.500000 Penalty: 5065.535156
	Iteration 39Q: 3 clusters Score -3416146 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -3416202.000000 Penalty: 5065.535156
	Iteration 40F: 3 clusters Score -3416202 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -3416256.250000 Penalty: 5065.535156
	Iteration 41Q: 3 clusters Score -3416256 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3416310.250000 Penalty: 5065.535156
	Iteration 42Q: 3 clusters Score -3416310 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -3416361.000000 Penalty: 5065.535156
	Iteration 43Q: 3 clusters Score -3416361 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3416411.000000 Penalty: 5065.535156
	Iteration 44Q: 3 clusters Score -3416411 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -3416458.750000 Penalty: 5065.535156
	Iteration 45Q: 3 clusters Score -3416459 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -3416505.500000 Penalty: 5065.535156
	Iteration 46Q: 3 clusters Score -3416506 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -3416538.750000 Penalty: 5065.535156
	Iteration 47Q: 3 clusters Score -3416539 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -3416567.250000 Penalty: 5065.535156
	Iteration 48Q: 3 clusters Score -3416567 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -3416602.250000 Penalty: 5065.535156
	Iteration 49Q: 3 clusters Score -3416602 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -3416641.500000 Penalty: 5065.535156
	Iteration 50Q: 3 clusters Score -3416642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -3416677.250000 Penalty: 5065.535156
	Iteration 51Q: 3 clusters Score -3416677 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -3416701.000000 Penalty: 5065.535156
	Iteration 52Q: 3 clusters Score -3416701 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3416711.750000 Penalty: 5065.535156
	Iteration 53Q: 3 clusters Score -3416712 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -3416747.750000 Penalty: 5065.535156
	Iteration 54Q: 3 clusters Score -3416748 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3416765.250000 Penalty: 5065.535156
	Iteration 55Q: 3 clusters Score -3416765 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3416789.750000 Penalty: 5065.535156
	Iteration 56Q: 3 clusters Score -3416790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -3416790.250000 Penalty: 5065.535156
	Iteration 57Q: 3 clusters Score -3416790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -3416795.750000 Penalty: 5065.535156
	Iteration 58Q: 3 clusters Score -3416796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3416813.250000 Penalty: 5065.535156
	Iteration 59Q: 3 clusters Score -3416813 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -3416820.750000 Penalty: 5065.535156
	Iteration 60F: 3 clusters Score -3416821 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3416825.500000 Penalty: 5065.535156
	Iteration 61Q: 3 clusters Score -3416826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -3416841.500000 Penalty: 5065.535156
	Iteration 62Q: 3 clusters Score -3416842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -3416845.750000 Penalty: 5065.535156
	Iteration 63Q: 3 clusters Score -3416846 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -3416841.750000 Penalty: 5065.535156
	Iteration 64Q: 3 clusters Score -3416842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -3416848.000000 Penalty: 5065.535156
	Iteration 65Q: 3 clusters Score -3416848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3416859.250000 Penalty: 5065.535156
	Iteration 66Q: 3 clusters Score -3416859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3416860.250000 Penalty: 5065.535156
	Iteration 67Q: 3 clusters Score -3416860 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3416866.250000 Penalty: 5065.535156
	Iteration 68Q: 3 clusters Score -3416866 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3416864.750000 Penalty: 5065.535156
	Iteration 69Q: 3 clusters Score -3416865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3416870.500000 Penalty: 5065.535156
	Iteration 70Q: 3 clusters Score -3416870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -3416872.500000 Penalty: 5065.535156
	Iteration 71Q: 3 clusters Score -3416872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3416878.000000 Penalty: 5065.535156
	Iteration 72Q: 3 clusters Score -3416878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3416878.250000 Penalty: 5065.535156
	Iteration 73Q: 3 clusters Score -3416878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -3416880.500000 Penalty: 5065.535156
	Iteration 74Q: 3 clusters Score -3416880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -3416875.000000 Penalty: 5065.535156
	Iteration 75Q: 3 clusters Score -3416875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -3416877.500000 Penalty: 5065.535156
	Iteration 76Q: 3 clusters Score -3416878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3416878.500000 Penalty: 5065.535156
	Iteration 77Q: 3 clusters Score -3416878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3416877.000000 Penalty: 5065.535156
	Iteration 78Q: 3 clusters Score -3416877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3416876.000000 Penalty: 5065.535156
	Iteration 79Q: 3 clusters Score -3416876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -3416884.000000 Penalty: 5065.535156
	Iteration 80F: 3 clusters Score -3416884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3416889.750000 Penalty: 5065.535156
	Iteration 81Q: 3 clusters Score -3416890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -3416883.000000 Penalty: 5065.535156
	Iteration 82Q: 3 clusters Score -3416883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -3416882.250000 Penalty: 5065.535156
	Iteration 83Q: 3 clusters Score -3416882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3416883.000000 Penalty: 5065.535156
	Iteration 84Q: 3 clusters Score -3416883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3416884.000000 Penalty: 5065.535156
	Iteration 85Q: 3 clusters Score -3416884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3416887.000000 Penalty: 5065.535156
	Iteration 86Q: 3 clusters Score -3416887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -3416893.250000 Penalty: 5065.535156
	Iteration 87Q: 3 clusters Score -3416893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -3416902.000000 Penalty: 5065.535156
	Iteration 88Q: 3 clusters Score -3416902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3416903.250000 Penalty: 5065.535156
	Iteration 89Q: 3 clusters Score -3416903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -3416906.750000 Penalty: 5065.535156
	Iteration 90Q: 3 clusters Score -3416907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -3416901.750000 Penalty: 5065.535156
	Iteration 91Q: 3 clusters Score -3416902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -3416902.000000 Penalty: 5065.535156
	Iteration 92Q: 3 clusters Score -3416902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3416904.750000 Penalty: 5065.535156
	Iteration 93Q: 3 clusters Score -3416905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3416902.500000 Penalty: 5065.535156
	Iteration 94Q: 3 clusters Score -3416902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -3416905.500000 Penalty: 5065.535156
	Iteration 95Q: 3 clusters Score -3416906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -3416907.000000 Penalty: 5065.535156
	Iteration 96Q: 3 clusters Score -3416907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3416908.500000 Penalty: 5065.535156
	Iteration 97Q: 3 clusters Score -3416908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3416907.500000 Penalty: 5065.535156
	Iteration 98Q: 3 clusters Score -3416908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3416906.250000 Penalty: 5065.535156
	Iteration 99Q: 3 clusters Score -3416906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3416906.500000 Penalty: 5065.535156
	Iteration 100F: 3 clusters Score -3416906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3416909.500000 Penalty: 5065.535156
	Iteration 101Q: 3 clusters Score -3416910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3416907.000000 Penalty: 5065.535156
	Iteration 102Q: 3 clusters Score -3416907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3416912.500000 Penalty: 5065.535156
	Iteration 103Q: 3 clusters Score -3416912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3416916.000000 Penalty: 5065.535156
	Iteration 104Q: 3 clusters Score -3416916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -3416916.250000 Penalty: 5065.535156
	Iteration 105Q: 3 clusters Score -3416916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3416916.250000 Penalty: 5065.535156
	Iteration 106Q: 3 clusters Score -3416916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3416919.500000 Penalty: 5065.535156
	Iteration 107Q: 3 clusters Score -3416920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -3416917.500000 Penalty: 5065.535156
	Iteration 108Q: 3 clusters Score -3416918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3416917.500000 Penalty: 5065.535156
	Iteration 109Q: 3 clusters Score -3416918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3416917.500000 Penalty: 5065.535156
	Iteration 110F: 3 clusters Score -3416918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -561258.937500 Penalty: 2077.669922
	Iteration 0F: 2 clusters Score -561258.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -557160.562500 Penalty: 4155.339844
	Iteration 0F: 3 clusters Score -557160.6 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -558187.187500 Penalty: 4155.339844
	Iteration 1F: 3 clusters Score -558187.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -558466.750000 Penalty: 4155.339844
	Iteration 2F: 3 clusters Score -558466.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -558695.125000 Penalty: 4155.339844
	Iteration 3F: 3 clusters Score -558695.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -558908.500000 Penalty: 4155.339844
	Iteration 4F: 3 clusters Score -558908.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -559081.062500 Penalty: 4155.339844
	Iteration 5Q: 3 clusters Score -559081.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -559201.812500 Penalty: 4155.339844
	Iteration 6Q: 3 clusters Score -559201.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -559305.250000 Penalty: 4155.339844
	Iteration 7Q: 3 clusters Score -559305.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -559382.875000 Penalty: 4155.339844
	Iteration 8Q: 3 clusters Score -559382.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -559458.125000 Penalty: 4155.339844
	Iteration 9Q: 3 clusters Score -559458.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -559536.187500 Penalty: 4155.339844
	Iteration 10Q: 3 clusters Score -559536.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -559583.625000 Penalty: 4155.339844
	Iteration 11Q: 3 clusters Score -559583.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -559632.562500 Penalty: 4155.339844
	Iteration 12Q: 3 clusters Score -559632.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -559684.812500 Penalty: 4155.339844
	Iteration 13Q: 3 clusters Score -559684.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -559733.375000 Penalty: 4155.339844
	Iteration 14Q: 3 clusters Score -559733.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -559761.937500 Penalty: 4155.339844
	Iteration 15Q: 3 clusters Score -559761.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -559790.375000 Penalty: 4155.339844
	Iteration 16Q: 3 clusters Score -559790.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -559819.562500 Penalty: 4155.339844
	Iteration 17Q: 3 clusters Score -559819.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -559839.125000 Penalty: 4155.339844
	Iteration 18Q: 3 clusters Score -559839.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -559857.687500 Penalty: 4155.339844
	Iteration 19Q: 3 clusters Score -559857.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -559869.625000 Penalty: 4155.339844
	Iteration 20F: 3 clusters Score -559869.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -559879.125000 Penalty: 4155.339844
	Iteration 21Q: 3 clusters Score -559879.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -559886.187500 Penalty: 4155.339844
	Iteration 22Q: 3 clusters Score -559886.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -559890.250000 Penalty: 4155.339844
	Iteration 23Q: 3 clusters Score -559890.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -559893.187500 Penalty: 4155.339844
	Iteration 24Q: 3 clusters Score -559893.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -559897.687500 Penalty: 4155.339844
	Iteration 25Q: 3 clusters Score -559897.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -559901.250000 Penalty: 4155.339844
	Iteration 26Q: 3 clusters Score -559901.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -559904.937500 Penalty: 4155.339844
	Iteration 27Q: 3 clusters Score -559904.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -559907.312500 Penalty: 4155.339844
	Iteration 28Q: 3 clusters Score -559907.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -559910.562500 Penalty: 4155.339844
	Iteration 29Q: 3 clusters Score -559910.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -559916.062500 Penalty: 4155.339844
	Iteration 30Q: 3 clusters Score -559916.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -559920.937500 Penalty: 4155.339844
	Iteration 31Q: 3 clusters Score -559920.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -559923.437500 Penalty: 4155.339844
	Iteration 32Q: 3 clusters Score -559923.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -559924.437500 Penalty: 4155.339844
	Iteration 33Q: 3 clusters Score -559924.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -559925.125000 Penalty: 4155.339844
	Iteration 34Q: 3 clusters Score -559925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -559925.750000 Penalty: 4155.339844
	Iteration 35Q: 3 clusters Score -559925.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -559925.750000 Penalty: 4155.339844
	Iteration 36F: 3 clusters Score -559925.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Entering Unmasked Estep 
Score: -423461.906250 Penalty: 1983.587158
	Iteration 0F: 2 clusters Score -423461.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -420200.687500 Penalty: 3967.174316
	Iteration 0F: 3 clusters Score -420200.7 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -420871.687500 Penalty: 3967.174316
	Iteration 1F: 3 clusters Score -420871.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -421036.718750 Penalty: 3967.174316
	Iteration 2F: 3 clusters Score -421036.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -421134.531250 Penalty: 3967.174316
	Iteration 3Q: 3 clusters Score -421134.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -421190.062500 Penalty: 3967.174316
	Iteration 4Q: 3 clusters Score -421190.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -421227.843750 Penalty: 3967.174316
	Iteration 5Q: 3 clusters Score -421227.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -421259.906250 Penalty: 3967.174316
	Iteration 6Q: 3 clusters Score -421259.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -421277.062500 Penalty: 3967.174316
	Iteration 7Q: 3 clusters Score -421277.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -421288.937500 Penalty: 3967.174316
	Iteration 8Q: 3 clusters Score -421288.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -421298.156250 Penalty: 3967.174316
	Iteration 9Q: 3 clusters Score -421298.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -421303.750000 Penalty: 3967.174316
	Iteration 10Q: 3 clusters Score -421303.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -421315.750000 Penalty: 3967.174316
	Iteration 11Q: 3 clusters Score -421315.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -421320.468750 Penalty: 3967.174316
	Iteration 12Q: 3 clusters Score -421320.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -421323.812500 Penalty: 3967.174316
	Iteration 13Q: 3 clusters Score -421323.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -421326.562500 Penalty: 3967.174316
	Iteration 14Q: 3 clusters Score -421326.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -421329.406250 Penalty: 3967.174316
	Iteration 15Q: 3 clusters Score -421329.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -421331.812500 Penalty: 3967.174316
	Iteration 16Q: 3 clusters Score -421331.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -421332.906250 Penalty: 3967.174316
	Iteration 17Q: 3 clusters Score -421332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -421335.625000 Penalty: 3967.174316
	Iteration 18Q: 3 clusters Score -421335.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -421336.593750 Penalty: 3967.174316
	Iteration 19Q: 3 clusters Score -421336.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -421337.281250 Penalty: 3967.174316
	Iteration 20F: 3 clusters Score -421337.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Entering Unmasked Estep 
Score: -378463.812500 Penalty: 1980.231201
	Iteration 0F: 2 clusters Score -378463.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -375282.781250 Penalty: 3960.462402
	Iteration 0F: 3 clusters Score -375282.8 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -376039.531250 Penalty: 3960.462402
	Iteration 1F: 3 clusters Score -376039.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -376392.250000 Penalty: 3960.462402
	Iteration 2F: 3 clusters Score -376392.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -376626.812500 Penalty: 3960.462402
	Iteration 3F: 3 clusters Score -376626.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -376798.593750 Penalty: 3960.462402
	Iteration 4F: 3 clusters Score -376798.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -376950.437500 Penalty: 3960.462402
	Iteration 5F: 3 clusters Score -376950.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -377087.437500 Penalty: 3960.462402
	Iteration 6Q: 3 clusters Score -377087.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -377177.906250 Penalty: 3960.462402
	Iteration 7Q: 3 clusters Score -377177.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -377294.906250 Penalty: 3960.462402
	Iteration 8Q: 3 clusters Score -377294.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -377422.031250 Penalty: 3960.462402
	Iteration 9Q: 3 clusters Score -377422 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -377562.531250 Penalty: 3960.462402
	Iteration 10Q: 3 clusters Score -377562.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -377660.500000 Penalty: 3960.462402
	Iteration 11Q: 3 clusters Score -377660.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -377733.968750 Penalty: 3960.462402
	Iteration 12Q: 3 clusters Score -377734 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -377788.562500 Penalty: 3960.462402
	Iteration 13Q: 3 clusters Score -377788.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -377821.281250 Penalty: 3960.462402
	Iteration 14Q: 3 clusters Score -377821.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -377855.093750 Penalty: 3960.462402
	Iteration 15Q: 3 clusters Score -377855.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -377871.500000 Penalty: 3960.462402
	Iteration 16Q: 3 clusters Score -377871.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -377892.687500 Penalty: 3960.462402
	Iteration 17Q: 3 clusters Score -377892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -377897.781250 Penalty: 3960.462402
	Iteration 18Q: 3 clusters Score -377897.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -377901.125000 Penalty: 3960.462402
	Iteration 19Q: 3 clusters Score -377901.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -377913.593750 Penalty: 3960.462402
	Iteration 20F: 3 clusters Score -377913.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -377924.968750 Penalty: 3960.462402
	Iteration 21Q: 3 clusters Score -377925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -377933.062500 Penalty: 3960.462402
	Iteration 22Q: 3 clusters Score -377933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -377934.843750 Penalty: 3960.462402
	Iteration 23Q: 3 clusters Score -377934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -377934.843750 Penalty: 3960.462402
	Iteration 24F: 3 clusters Score -377934.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Entering Unmasked Estep 
Score: -167863.265625 Penalty: 1765.669678
	Iteration 0F: 2 clusters Score -167863.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -165740.781250 Penalty: 3531.339355
	Iteration 0F: 3 clusters Score -165740.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -166085.843750 Penalty: 3531.339355
	Iteration 1F: 3 clusters Score -166085.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -166185.968750 Penalty: 3531.339355
	Iteration 2F: 3 clusters Score -166186 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -166239.687500 Penalty: 3531.339355
	Iteration 3Q: 3 clusters Score -166239.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -166273.281250 Penalty: 3531.339355
	Iteration 4Q: 3 clusters Score -166273.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -166282.828125 Penalty: 3531.339355
	Iteration 5Q: 3 clusters Score -166282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -166285.718750 Penalty: 3531.339355
	Iteration 6Q: 3 clusters Score -166285.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -166290.578125 Penalty: 3531.339355
	Iteration 7Q: 3 clusters Score -166290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -166294.109375 Penalty: 3531.339355
	Iteration 8Q: 3 clusters Score -166294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -166295.359375 Penalty: 3531.339355
	Iteration 9Q: 3 clusters Score -166295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -166296.750000 Penalty: 3531.339355
	Iteration 10Q: 3 clusters Score -166296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -166299.125000 Penalty: 3531.339355
	Iteration 11Q: 3 clusters Score -166299.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -166301.171875 Penalty: 3531.339355
	Iteration 12Q: 3 clusters Score -166301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -166301.578125 Penalty: 3531.339355
	Iteration 13Q: 3 clusters Score -166301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -166301.578125 Penalty: 3531.339355
	Iteration 14F: 3 clusters Score -166301.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Entering Unmasked Estep 
Score: -2233951.250000 Penalty: 2406.349365
	Iteration 0F: 2 clusters Score -2233951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2222148.500000 Penalty: 4812.698730
	Iteration 0F: 3 clusters Score -2222148 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2226084.000000 Penalty: 4812.698730
	Iteration 1F: 3 clusters Score -2226084 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2226503.750000 Penalty: 4812.698730
	Iteration 2F: 3 clusters Score -2226504 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2226937.000000 Penalty: 4812.698730
	Iteration 3F: 3 clusters Score -2226937 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2227397.500000 Penalty: 4812.698730
	Iteration 4F: 3 clusters Score -2227398 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2227883.000000 Penalty: 4812.698730
	Iteration 5F: 3 clusters Score -2227883 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2228385.000000 Penalty: 4812.698730
	Iteration 6F: 3 clusters Score -2228385 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2228905.500000 Penalty: 4812.698730
	Iteration 7F: 3 clusters Score -2228906 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -2229449.250000 Penalty: 4812.698730
	Iteration 8Q: 3 clusters Score -2229449 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2230013.000000 Penalty: 4812.698730
	Iteration 9Q: 3 clusters Score -2230013 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2230502.250000 Penalty: 4812.698730
	Iteration 10Q: 3 clusters Score -2230502 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2230908.500000 Penalty: 4812.698730
	Iteration 11Q: 3 clusters Score -2230908 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2231224.750000 Penalty: 4812.698730
	Iteration 12Q: 3 clusters Score -2231225 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -2231460.250000 Penalty: 4812.698730
	Iteration 13Q: 3 clusters Score -2231460 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2231618.750000 Penalty: 4812.698730
	Iteration 14Q: 3 clusters Score -2231619 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2231698.500000 Penalty: 4812.698730
	Iteration 15Q: 3 clusters Score -2231698 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2231782.250000 Penalty: 4812.698730
	Iteration 16Q: 3 clusters Score -2231782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2231827.000000 Penalty: 4812.698730
	Iteration 17Q: 3 clusters Score -2231827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2231842.500000 Penalty: 4812.698730
	Iteration 18Q: 3 clusters Score -2231842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -2231856.250000 Penalty: 4812.698730
	Iteration 19Q: 3 clusters Score -2231856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2231858.500000 Penalty: 4812.698730
	Iteration 20F: 3 clusters Score -2231858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2231864.750000 Penalty: 4812.698730
	Iteration 21Q: 3 clusters Score -2231865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2231864.750000 Penalty: 4812.698730
	Iteration 22F: 3 clusters Score -2231865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Entering Unmasked Estep 
Score: -59301.113281 Penalty: 1520.544189
	Iteration 0F: 2 clusters Score -59301.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -57996.105469 Penalty: 3041.088379
	Iteration 0F: 3 clusters Score -57996.11 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58216.738281 Penalty: 3041.088379
	Iteration 1F: 3 clusters Score -58216.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58287.597656 Penalty: 3041.088379
	Iteration 2F: 3 clusters Score -58287.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58325.808594 Penalty: 3041.088379
	Iteration 3Q: 3 clusters Score -58325.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -58377.988281 Penalty: 3041.088379
	Iteration 4Q: 3 clusters Score -58377.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -58465.558594 Penalty: 3041.088379
	Iteration 5Q: 3 clusters Score -58465.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58781.449219 Penalty: 3041.088379
	Iteration 6Q: 3 clusters Score -58781.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -58898.187500 Penalty: 3041.088379
	Iteration 7F: 3 clusters Score -58898.19 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -58992.410156 Penalty: 3041.088379
	Iteration 8F: 3 clusters Score -58992.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -59035.453125 Penalty: 3041.088379
	Iteration 9Q: 3 clusters Score -59035.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -59098.062500 Penalty: 3041.088379
	Iteration 10Q: 3 clusters Score -59098.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -59138.457031 Penalty: 3041.088379
	Iteration 11Q: 3 clusters Score -59138.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -59158.683594 Penalty: 3041.088379
	Iteration 12Q: 3 clusters Score -59158.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -59174.207031 Penalty: 3041.088379
	Iteration 13Q: 3 clusters Score -59174.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -59178.566406 Penalty: 3041.088379
	Iteration 14Q: 3 clusters Score -59178.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -59181.175781 Penalty: 3041.088379
	Iteration 15Q: 3 clusters Score -59181.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -59181.175781 Penalty: 3041.088379
	Iteration 16F: 3 clusters Score -59181.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Entering Unmasked Estep 
Score: -27452.921875 Penalty: 1363.297729
	Iteration 0F: 2 clusters Score -27452.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -26296.167969 Penalty: 2726.595459
	Iteration 0F: 3 clusters Score -26296.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -26421.519531 Penalty: 2726.595459
	Iteration 1F: 3 clusters Score -26421.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -26472.308594 Penalty: 2726.595459
	Iteration 2Q: 3 clusters Score -26472.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26521.681641 Penalty: 2726.595459
	Iteration 3Q: 3 clusters Score -26521.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26561.503906 Penalty: 2726.595459
	Iteration 4Q: 3 clusters Score -26561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26585.337891 Penalty: 2726.595459
	Iteration 5Q: 3 clusters Score -26585.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26616.941406 Penalty: 2726.595459
	Iteration 6Q: 3 clusters Score -26616.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26620.527344 Penalty: 2726.595459
	Iteration 7Q: 3 clusters Score -26620.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26625.638672 Penalty: 2726.595459
	Iteration 8Q: 3 clusters Score -26625.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -26637.574219 Penalty: 2726.595459
	Iteration 9Q: 3 clusters Score -26637.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26640.646484 Penalty: 2726.595459
	Iteration 10Q: 3 clusters Score -26640.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26640.646484 Penalty: 2726.595459
	Iteration 11F: 3 clusters Score -26640.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Entering Unmasked Estep 
Score: -819493.687500 Penalty: 2160.764404
	Iteration 0F: 2 clusters Score -819493.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -814374.312500 Penalty: 4321.528809
	Iteration 0F: 3 clusters Score -814374.3 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -815777.187500 Penalty: 4321.528809
	Iteration 1F: 3 clusters Score -815777.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -816135.750000 Penalty: 4321.528809
	Iteration 2F: 3 clusters Score -816135.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -816428.687500 Penalty: 4321.528809
	Iteration 3F: 3 clusters Score -816428.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -816721.437500 Penalty: 4321.528809
	Iteration 4F: 3 clusters Score -816721.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -817006.312500 Penalty: 4321.528809
	Iteration 5F: 3 clusters Score -817006.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -817300.250000 Penalty: 4321.528809
	Iteration 6F: 3 clusters Score -817300.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -817581.687500 Penalty: 4321.528809
	Iteration 7F: 3 clusters Score -817581.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -817859.250000 Penalty: 4321.528809
	Iteration 8F: 3 clusters Score -817859.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -818081.625000 Penalty: 4321.528809
	Iteration 9Q: 3 clusters Score -818081.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -818220.250000 Penalty: 4321.528809
	Iteration 10Q: 3 clusters Score -818220.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -818308.187500 Penalty: 4321.528809
	Iteration 11Q: 3 clusters Score -818308.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -818359.062500 Penalty: 4321.528809
	Iteration 12Q: 3 clusters Score -818359.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -818379.437500 Penalty: 4321.528809
	Iteration 13Q: 3 clusters Score -818379.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -818395.937500 Penalty: 4321.528809
	Iteration 14Q: 3 clusters Score -818395.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -818404.000000 Penalty: 4321.528809
	Iteration 15Q: 3 clusters Score -818404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -818414.500000 Penalty: 4321.528809
	Iteration 16Q: 3 clusters Score -818414.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -818420.312500 Penalty: 4321.528809
	Iteration 17Q: 3 clusters Score -818420.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -818424.687500 Penalty: 4321.528809
	Iteration 18Q: 3 clusters Score -818424.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -818429.125000 Penalty: 4321.528809
	Iteration 19Q: 3 clusters Score -818429.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -818430.312500 Penalty: 4321.528809
	Iteration 20F: 3 clusters Score -818430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -818431.812500 Penalty: 4321.528809
	Iteration 21Q: 3 clusters Score -818431.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -818433.375000 Penalty: 4321.528809
	Iteration 22Q: 3 clusters Score -818433.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -818435.000000 Penalty: 4321.528809
	Iteration 23Q: 3 clusters Score -818435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -818438.562500 Penalty: 4321.528809
	Iteration 24Q: 3 clusters Score -818438.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -818438.750000 Penalty: 4321.528809
	Iteration 25Q: 3 clusters Score -818438.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -818439.687500 Penalty: 4321.528809
	Iteration 26Q: 3 clusters Score -818439.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -818440.375000 Penalty: 4321.528809
	Iteration 27Q: 3 clusters Score -818440.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -818441.750000 Penalty: 4321.528809
	Iteration 28Q: 3 clusters Score -818441.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -818441.750000 Penalty: 4321.528809
	Iteration 29F: 3 clusters Score -818441.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (7538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Entering Unmasked Estep 
Score: -1040733.812500 Penalty: 2214.072754
	Iteration 0F: 2 clusters Score -1040734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1034607.625000 Penalty: 4428.145508
	Iteration 0F: 3 clusters Score -1034608 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1036298.250000 Penalty: 4428.145508
	Iteration 1F: 3 clusters Score -1036298 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1036703.562500 Penalty: 4428.145508
	Iteration 2F: 3 clusters Score -1036704 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1037110.187500 Penalty: 4428.145508
	Iteration 3F: 3 clusters Score -1037110 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1037606.562500 Penalty: 4428.145508
	Iteration 4F: 3 clusters Score -1037607 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1038192.500000 Penalty: 4428.145508
	Iteration 5F: 3 clusters Score -1038192 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1038706.875000 Penalty: 4428.145508
	Iteration 6F: 3 clusters Score -1038707 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1039122.062500 Penalty: 4428.145508
	Iteration 7F: 3 clusters Score -1039122 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1039389.750000 Penalty: 4428.145508
	Iteration 8F: 3 clusters Score -1039390 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1039546.875000 Penalty: 4428.145508
	Iteration 9Q: 3 clusters Score -1039547 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1039654.437500 Penalty: 4428.145508
	Iteration 10Q: 3 clusters Score -1039654 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1039729.250000 Penalty: 4428.145508
	Iteration 11Q: 3 clusters Score -1039729 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1039789.937500 Penalty: 4428.145508
	Iteration 12Q: 3 clusters Score -1039790 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1039828.187500 Penalty: 4428.145508
	Iteration 13Q: 3 clusters Score -1039828 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1039863.812500 Penalty: 4428.145508
	Iteration 14Q: 3 clusters Score -1039864 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1039886.000000 Penalty: 4428.145508
	Iteration 15Q: 3 clusters Score -1039886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1039902.500000 Penalty: 4428.145508
	Iteration 16Q: 3 clusters Score -1039902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1039918.875000 Penalty: 4428.145508
	Iteration 17Q: 3 clusters Score -1039919 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1039933.000000 Penalty: 4428.145508
	Iteration 18Q: 3 clusters Score -1039933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1039943.000000 Penalty: 4428.145508
	Iteration 19Q: 3 clusters Score -1039943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1039956.187500 Penalty: 4428.145508
	Iteration 20F: 3 clusters Score -1039956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1039963.500000 Penalty: 4428.145508
	Iteration 21Q: 3 clusters Score -1039964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1039966.625000 Penalty: 4428.145508
	Iteration 22Q: 3 clusters Score -1039967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1039977.000000 Penalty: 4428.145508
	Iteration 23Q: 3 clusters Score -1039977 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1039983.875000 Penalty: 4428.145508
	Iteration 24Q: 3 clusters Score -1039984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1039989.750000 Penalty: 4428.145508
	Iteration 25Q: 3 clusters Score -1039990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1039997.687500 Penalty: 4428.145508
	Iteration 26Q: 3 clusters Score -1039998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1040006.250000 Penalty: 4428.145508
	Iteration 27Q: 3 clusters Score -1040006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1040011.062500 Penalty: 4428.145508
	Iteration 28Q: 3 clusters Score -1040011 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1040015.250000 Penalty: 4428.145508
	Iteration 29Q: 3 clusters Score -1040015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1040016.625000 Penalty: 4428.145508
	Iteration 30Q: 3 clusters Score -1040017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1040021.250000 Penalty: 4428.145508
	Iteration 31Q: 3 clusters Score -1040021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1040026.437500 Penalty: 4428.145508
	Iteration 32Q: 3 clusters Score -1040026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1040029.312500 Penalty: 4428.145508
	Iteration 33Q: 3 clusters Score -1040029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1040032.750000 Penalty: 4428.145508
	Iteration 34Q: 3 clusters Score -1040033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1040035.000000 Penalty: 4428.145508
	Iteration 35Q: 3 clusters Score -1040035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1040038.875000 Penalty: 4428.145508
	Iteration 36Q: 3 clusters Score -1040039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1040038.625000 Penalty: 4428.145508
	Iteration 37Q: 3 clusters Score -1040039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1040040.937500 Penalty: 4428.145508
	Iteration 38Q: 3 clusters Score -1040041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1040041.000000 Penalty: 4428.145508
	Iteration 39Q: 3 clusters Score -1040041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1040042.875000 Penalty: 4428.145508
	Iteration 40F: 3 clusters Score -1040043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (52237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52237 members 
Entering Unmasked Estep 
Score: -6907751.000000 Penalty: 2694.159424
	Iteration 0F: 2 clusters Score -6907751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -6872652.000000 Penalty: 5388.318848
	Iteration 0F: 3 clusters Score -6872652 nChanged 24092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -6886428.500000 Penalty: 5388.318848
	Iteration 1F: 3 clusters Score -6886428 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -6887529.500000 Penalty: 5388.318848
	Iteration 2Q: 3 clusters Score -6887530 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -6888865.500000 Penalty: 5388.318848
	Iteration 3F: 3 clusters Score -6888866 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -6890505.500000 Penalty: 5388.318848
	Iteration 4F: 3 clusters Score -6890506 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -6892416.500000 Penalty: 5388.318848
	Iteration 5F: 3 clusters Score -6892416 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -6894657.500000 Penalty: 5388.318848
	Iteration 6F: 3 clusters Score -6894658 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -6897053.000000 Penalty: 5388.318848
	Iteration 7F: 3 clusters Score -6897053 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -6899209.000000 Penalty: 5388.318848
	Iteration 8F: 3 clusters Score -6899209 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -6900993.500000 Penalty: 5388.318848
	Iteration 9Q: 3 clusters Score -6900994 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -6902408.000000 Penalty: 5388.318848
	Iteration 10Q: 3 clusters Score -6902408 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -6903500.000000 Penalty: 5388.318848
	Iteration 11Q: 3 clusters Score -6903500 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -6904195.500000 Penalty: 5388.318848
	Iteration 12Q: 3 clusters Score -6904196 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -6904611.000000 Penalty: 5388.318848
	Iteration 13Q: 3 clusters Score -6904611 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49805 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6904861.500000 Penalty: 5388.318848
	Iteration 14Q: 3 clusters Score -6904862 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50099 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -6904997.000000 Penalty: 5388.318848
	Iteration 15Q: 3 clusters Score -6904997 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50330 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6905159.000000 Penalty: 5388.318848
	Iteration 16Q: 3 clusters Score -6905159 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50508 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6905240.000000 Penalty: 5388.318848
	Iteration 17Q: 3 clusters Score -6905240 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6905319.000000 Penalty: 5388.318848
	Iteration 18Q: 3 clusters Score -6905319 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6905368.500000 Penalty: 5388.318848
	Iteration 19Q: 3 clusters Score -6905368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6905407.000000 Penalty: 5388.318848
	Iteration 20F: 3 clusters Score -6905407 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -6905432.000000 Penalty: 5388.318848
	Iteration 21Q: 3 clusters Score -6905432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -6905470.000000 Penalty: 5388.318848
	Iteration 22Q: 3 clusters Score -6905470 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51045 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6905496.500000 Penalty: 5388.318848
	Iteration 23Q: 3 clusters Score -6905496 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6905522.000000 Penalty: 5388.318848
	Iteration 24Q: 3 clusters Score -6905522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6905526.500000 Penalty: 5388.318848
	Iteration 25Q: 3 clusters Score -6905526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -6905543.000000 Penalty: 5388.318848
	Iteration 26Q: 3 clusters Score -6905543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51174 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -6905557.000000 Penalty: 5388.318848
	Iteration 27Q: 3 clusters Score -6905557 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -6905566.000000 Penalty: 5388.318848
	Iteration 28Q: 3 clusters Score -6905566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6905571.000000 Penalty: 5388.318848
	Iteration 29Q: 3 clusters Score -6905571 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6905572.500000 Penalty: 5388.318848
	Iteration 30Q: 3 clusters Score -6905572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -6905571.000000 Penalty: 5388.318848
	Iteration 31Q: 3 clusters Score -6905571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -6905587.000000 Penalty: 5388.318848
	Iteration 32Q: 3 clusters Score -6905587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51241 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6905583.000000 Penalty: 5388.318848
	Iteration 33Q: 3 clusters Score -6905583 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51251 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6905586.000000 Penalty: 5388.318848
	Iteration 34Q: 3 clusters Score -6905586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -6905589.000000 Penalty: 5388.318848
	Iteration 35Q: 3 clusters Score -6905589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51270 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6905600.000000 Penalty: 5388.318848
	Iteration 36Q: 3 clusters Score -6905600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51277 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6905606.000000 Penalty: 5388.318848
	Iteration 37Q: 3 clusters Score -6905606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6905596.500000 Penalty: 5388.318848
	Iteration 38Q: 3 clusters Score -6905596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51292 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -6905602.500000 Penalty: 5388.318848
	Iteration 39Q: 3 clusters Score -6905602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -6905602.000000 Penalty: 5388.318848
	Iteration 40F: 3 clusters Score -6905602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -49730.722656 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -49730.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -48398.070312 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -48398.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -48576.511719 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -48576.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48639.296875 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -48639.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48670.257812 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -48670.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48732.125000 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -48732.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -48788.050781 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -48788.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -48908.617188 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -48908.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49029.824219 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -49029.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -49091.320312 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -49091.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -49138.593750 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -49138.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -49168.343750 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -49168.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -49215.234375 Penalty: 2975.472656
	Iteration 11Q: 3 clusters Score -49215.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -49262.828125 Penalty: 2975.472656
	Iteration 12Q: 3 clusters Score -49262.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -49284.648438 Penalty: 2975.472656
	Iteration 13Q: 3 clusters Score -49284.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -49294.035156 Penalty: 2975.472656
	Iteration 14Q: 3 clusters Score -49294.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -49307.261719 Penalty: 2975.472656
	Iteration 15Q: 3 clusters Score -49307.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49312.769531 Penalty: 2975.472656
	Iteration 16Q: 3 clusters Score -49312.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -49343.148438 Penalty: 2975.472656
	Iteration 17F: 3 clusters Score -49343.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -49407.171875 Penalty: 2975.472656
	Iteration 18Q: 3 clusters Score -49407.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -49430.343750 Penalty: 2975.472656
	Iteration 19Q: 3 clusters Score -49430.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -49430.343750 Penalty: 2975.472656
	Iteration 20F: 3 clusters Score -49430.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170281 members 
Entering Unmasked Estep 
Score: -23269896.000000 Penalty: 2987.210938
	Iteration 0F: 2 clusters Score -2.32699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 85382 members 
Entering Unmasked Estep 
Score: -23160112.000000 Penalty: 5974.421875
	Iteration 0F: 3 clusters Score -2.316011e+07 nChanged 81690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83685 members 
Mstep: Class 2 contains 86596 members 
Entering Unmasked Estep 
Score: -23208834.000000 Penalty: 5974.421875
	Iteration 1F: 3 clusters Score -2.320883e+07 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83554 members 
Mstep: Class 2 contains 86727 members 
Entering Unmasked Estep 
Score: -23211108.000000 Penalty: 5974.421875
	Iteration 2Q: 3 clusters Score -2.321111e+07 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83559 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -23214248.000000 Penalty: 5974.421875
	Iteration 3Q: 3 clusters Score -2.321425e+07 nChanged 9067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 86741 members 
Entering Unmasked Estep 
Score: -23219006.000000 Penalty: 5974.421875
	Iteration 4F: 3 clusters Score -2.321901e+07 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83006 members 
Mstep: Class 2 contains 87275 members 
Entering Unmasked Estep 
Score: -23224548.000000 Penalty: 5974.421875
	Iteration 5F: 3 clusters Score -2.322455e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 88435 members 
Entering Unmasked Estep 
Score: -23229918.000000 Penalty: 5974.421875
	Iteration 6F: 3 clusters Score -2.322992e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 90210 members 
Entering Unmasked Estep 
Score: -23234096.000000 Penalty: 5974.421875
	Iteration 7F: 3 clusters Score -2.32341e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77577 members 
Mstep: Class 2 contains 92704 members 
Entering Unmasked Estep 
Score: -23237486.000000 Penalty: 5974.421875
	Iteration 8Q: 3 clusters Score -2.323749e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74404 members 
Mstep: Class 2 contains 95877 members 
Entering Unmasked Estep 
Score: -23239996.000000 Penalty: 5974.421875
	Iteration 9Q: 3 clusters Score -2.324e+07 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70435 members 
Mstep: Class 2 contains 99846 members 
Entering Unmasked Estep 
Score: -23242014.000000 Penalty: 5974.421875
	Iteration 10Q: 3 clusters Score -2.324201e+07 nChanged 5667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 104479 members 
Entering Unmasked Estep 
Score: -23244038.000000 Penalty: 5974.421875
	Iteration 11Q: 3 clusters Score -2.324404e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60415 members 
Mstep: Class 2 contains 109866 members 
Entering Unmasked Estep 
Score: -23246310.000000 Penalty: 5974.421875
	Iteration 12Q: 3 clusters Score -2.324631e+07 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 116033 members 
Entering Unmasked Estep 
Score: -23249238.000000 Penalty: 5974.421875
	Iteration 13Q: 3 clusters Score -2.324924e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47624 members 
Mstep: Class 2 contains 122657 members 
Entering Unmasked Estep 
Score: -23252590.000000 Penalty: 5974.421875
	Iteration 14Q: 3 clusters Score -2.325259e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40934 members 
Mstep: Class 2 contains 129347 members 
Entering Unmasked Estep 
Score: -23255772.000000 Penalty: 5974.421875
	Iteration 15Q: 3 clusters Score -2.325577e+07 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 135831 members 
Entering Unmasked Estep 
Score: -23258784.000000 Penalty: 5974.421875
	Iteration 16Q: 3 clusters Score -2.325878e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 141649 members 
Entering Unmasked Estep 
Score: -23261444.000000 Penalty: 5974.421875
	Iteration 17Q: 3 clusters Score -2.326144e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 146757 members 
Entering Unmasked Estep 
Score: -23263206.000000 Penalty: 5974.421875
	Iteration 18Q: 3 clusters Score -2.326321e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 151079 members 
Entering Unmasked Estep 
Score: -23264530.000000 Penalty: 5974.421875
	Iteration 19Q: 3 clusters Score -2.326453e+07 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 154514 members 
Entering Unmasked Estep 
Score: -23265728.000000 Penalty: 5974.421875
	Iteration 20F: 3 clusters Score -2.326573e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 157207 members 
Entering Unmasked Estep 
Score: -23266552.000000 Penalty: 5974.421875
	Iteration 21Q: 3 clusters Score -2.326655e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 159289 members 
Entering Unmasked Estep 
Score: -23267014.000000 Penalty: 5974.421875
	Iteration 22Q: 3 clusters Score -2.326701e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 160864 members 
Entering Unmasked Estep 
Score: -23267504.000000 Penalty: 5974.421875
	Iteration 23Q: 3 clusters Score -2.32675e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 162071 members 
Entering Unmasked Estep 
Score: -23267914.000000 Penalty: 5974.421875
	Iteration 24Q: 3 clusters Score -2.326791e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 162954 members 
Entering Unmasked Estep 
Score: -23268110.000000 Penalty: 5974.421875
	Iteration 25Q: 3 clusters Score -2.326811e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 163659 members 
Entering Unmasked Estep 
Score: -23268328.000000 Penalty: 5974.421875
	Iteration 26Q: 3 clusters Score -2.326833e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 164207 members 
Entering Unmasked Estep 
Score: -23268534.000000 Penalty: 5974.421875
	Iteration 27Q: 3 clusters Score -2.326853e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 164641 members 
Entering Unmasked Estep 
Score: -23268780.000000 Penalty: 5974.421875
	Iteration 28Q: 3 clusters Score -2.326878e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 164956 members 
Entering Unmasked Estep 
Score: -23268974.000000 Penalty: 5974.421875
	Iteration 29Q: 3 clusters Score -2.326897e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 165184 members 
Entering Unmasked Estep 
Score: -23269032.000000 Penalty: 5974.421875
	Iteration 30Q: 3 clusters Score -2.326903e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 165348 members 
Entering Unmasked Estep 
Score: -23269140.000000 Penalty: 5974.421875
	Iteration 31Q: 3 clusters Score -2.326914e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 165456 members 
Entering Unmasked Estep 
Score: -23269208.000000 Penalty: 5974.421875
	Iteration 32Q: 3 clusters Score -2.326921e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 165531 members 
Entering Unmasked Estep 
Score: -23269236.000000 Penalty: 5974.421875
	Iteration 33Q: 3 clusters Score -2.326924e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 165585 members 
Entering Unmasked Estep 
Score: -23269306.000000 Penalty: 5974.421875
	Iteration 34Q: 3 clusters Score -2.326931e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 165605 members 
Entering Unmasked Estep 
Score: -23269318.000000 Penalty: 5974.421875
	Iteration 35Q: 3 clusters Score -2.326932e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 165625 members 
Entering Unmasked Estep 
Score: -23269334.000000 Penalty: 5974.421875
	Iteration 36Q: 3 clusters Score -2.326933e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 165649 members 
Entering Unmasked Estep 
Score: -23269356.000000 Penalty: 5974.421875
	Iteration 37Q: 3 clusters Score -2.326936e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 165652 members 
Entering Unmasked Estep 
Score: -23269358.000000 Penalty: 5974.421875
	Iteration 38Q: 3 clusters Score -2.326936e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 165646 members 
Entering Unmasked Estep 
Score: -23269334.000000 Penalty: 5974.421875
	Iteration 39Q: 3 clusters Score -2.326933e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 165651 members 
Entering Unmasked Estep 
Score: -23269336.000000 Penalty: 5974.421875
	Iteration 40F: 3 clusters Score -2.326934e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 165654 members 
Entering Unmasked Estep 
Score: -23269342.000000 Penalty: 5974.421875
	Iteration 41Q: 3 clusters Score -2.326934e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 165658 members 
Entering Unmasked Estep 
Score: -23269360.000000 Penalty: 5974.421875
	Iteration 42Q: 3 clusters Score -2.326936e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 165657 members 
Entering Unmasked Estep 
Score: -23269342.000000 Penalty: 5974.421875
	Iteration 43Q: 3 clusters Score -2.326934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 165654 members 
Entering Unmasked Estep 
Score: -23269336.000000 Penalty: 5974.421875
	Iteration 44Q: 3 clusters Score -2.326934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 165650 members 
Entering Unmasked Estep 
Score: -23269338.000000 Penalty: 5974.421875
	Iteration 45Q: 3 clusters Score -2.326934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 165650 members 
Entering Unmasked Estep 
Score: -23269318.000000 Penalty: 5974.421875
	Iteration 46Q: 3 clusters Score -2.326932e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 165649 members 
Entering Unmasked Estep 
Score: -23269356.000000 Penalty: 5974.421875
	Iteration 47Q: 3 clusters Score -2.326936e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 165653 members 
Entering Unmasked Estep 
Score: -23269348.000000 Penalty: 5974.421875
	Iteration 48Q: 3 clusters Score -2.326935e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 165651 members 
Entering Unmasked Estep 
Score: -23269342.000000 Penalty: 5974.421875
	Iteration 49Q: 3 clusters Score -2.326934e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 165647 members 
Entering Unmasked Estep 
Score: -23269350.000000 Penalty: 5974.421875
	Iteration 50Q: 3 clusters Score -2.326935e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 165646 members 
Entering Unmasked Estep 
Score: -23269338.000000 Penalty: 5974.421875
	Iteration 51Q: 3 clusters Score -2.326934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 165646 members 
Entering Unmasked Estep 
Score: -23269344.000000 Penalty: 5974.421875
	Iteration 52Q: 3 clusters Score -2.326934e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 165650 members 
Entering Unmasked Estep 
Score: -23269326.000000 Penalty: 5974.421875
	Iteration 53Q: 3 clusters Score -2.326933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 165658 members 
Entering Unmasked Estep 
Score: -23269338.000000 Penalty: 5974.421875
	Iteration 54Q: 3 clusters Score -2.326934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 165660 members 
Entering Unmasked Estep 
Score: -23269352.000000 Penalty: 5974.421875
	Iteration 55Q: 3 clusters Score -2.326935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 165660 members 
Entering Unmasked Estep 
Score: -23269352.000000 Penalty: 5974.421875
	Iteration 56F: 3 clusters Score -2.326935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Entering Unmasked Estep 
Score: -475828.937500 Penalty: 2018.436523
	Iteration 0F: 2 clusters Score -475828.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -472245.468750 Penalty: 4036.873047
	Iteration 0F: 3 clusters Score -472245.5 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -472994.375000 Penalty: 4036.873047
	Iteration 1F: 3 clusters Score -472994.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -473198.343750 Penalty: 4036.873047
	Iteration 2F: 3 clusters Score -473198.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -473344.562500 Penalty: 4036.873047
	Iteration 3F: 3 clusters Score -473344.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -473432.781250 Penalty: 4036.873047
	Iteration 4Q: 3 clusters Score -473432.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -473492.562500 Penalty: 4036.873047
	Iteration 5Q: 3 clusters Score -473492.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -473543.562500 Penalty: 4036.873047
	Iteration 6Q: 3 clusters Score -473543.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -473593.093750 Penalty: 4036.873047
	Iteration 7Q: 3 clusters Score -473593.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -473634.593750 Penalty: 4036.873047
	Iteration 8Q: 3 clusters Score -473634.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -473684.406250 Penalty: 4036.873047
	Iteration 9Q: 3 clusters Score -473684.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -473731.312500 Penalty: 4036.873047
	Iteration 10Q: 3 clusters Score -473731.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -473766.093750 Penalty: 4036.873047
	Iteration 11Q: 3 clusters Score -473766.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -473807.156250 Penalty: 4036.873047
	Iteration 12Q: 3 clusters Score -473807.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -473843.250000 Penalty: 4036.873047
	Iteration 13Q: 3 clusters Score -473843.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -473872.343750 Penalty: 4036.873047
	Iteration 14Q: 3 clusters Score -473872.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -473917.593750 Penalty: 4036.873047
	Iteration 15Q: 3 clusters Score -473917.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -473971.843750 Penalty: 4036.873047
	Iteration 16Q: 3 clusters Score -473971.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -474043.937500 Penalty: 4036.873047
	Iteration 17Q: 3 clusters Score -474043.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -474124.468750 Penalty: 4036.873047
	Iteration 18Q: 3 clusters Score -474124.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -474197.093750 Penalty: 4036.873047
	Iteration 19Q: 3 clusters Score -474197.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -474282.218750 Penalty: 4036.873047
	Iteration 20F: 3 clusters Score -474282.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -474388.437500 Penalty: 4036.873047
	Iteration 21Q: 3 clusters Score -474388.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -474497.906250 Penalty: 4036.873047
	Iteration 22Q: 3 clusters Score -474497.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -474577.000000 Penalty: 4036.873047
	Iteration 23Q: 3 clusters Score -474577 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -474633.156250 Penalty: 4036.873047
	Iteration 24Q: 3 clusters Score -474633.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -474676.125000 Penalty: 4036.873047
	Iteration 25Q: 3 clusters Score -474676.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -474697.406250 Penalty: 4036.873047
	Iteration 26Q: 3 clusters Score -474697.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -474710.843750 Penalty: 4036.873047
	Iteration 27Q: 3 clusters Score -474710.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -474718.968750 Penalty: 4036.873047
	Iteration 28Q: 3 clusters Score -474719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -474723.031250 Penalty: 4036.873047
	Iteration 29Q: 3 clusters Score -474723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -474725.781250 Penalty: 4036.873047
	Iteration 30Q: 3 clusters Score -474725.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -474727.656250 Penalty: 4036.873047
	Iteration 31Q: 3 clusters Score -474727.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -474728.218750 Penalty: 4036.873047
	Iteration 32Q: 3 clusters Score -474728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -474727.937500 Penalty: 4036.873047
	Iteration 33Q: 3 clusters Score -474727.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -474728.218750 Penalty: 4036.873047
	Iteration 34Q: 3 clusters Score -474728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -474728.218750 Penalty: 4036.873047
	Iteration 35F: 3 clusters Score -474728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (29338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29338 members 
Entering Unmasked Estep 
Score: -4005140.000000 Penalty: 2551.086426
	Iteration 0F: 2 clusters Score -4005140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -3985023.250000 Penalty: 5102.172852
	Iteration 0F: 3 clusters Score -3985023 nChanged 13289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 14527 members 
Entering Unmasked Estep 
Score: -3992308.250000 Penalty: 5102.172852
	Iteration 1F: 3 clusters Score -3992308 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3992919.750000 Penalty: 5102.172852
	Iteration 2F: 3 clusters Score -3992920 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3993620.250000 Penalty: 5102.172852
	Iteration 3Q: 3 clusters Score -3993620 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3994401.750000 Penalty: 5102.172852
	Iteration 4F: 3 clusters Score -3994402 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -3995308.250000 Penalty: 5102.172852
	Iteration 5F: 3 clusters Score -3995308 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -3996215.250000 Penalty: 5102.172852
	Iteration 6F: 3 clusters Score -3996215 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3997033.250000 Penalty: 5102.172852
	Iteration 7F: 3 clusters Score -3997033 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3997665.500000 Penalty: 5102.172852
	Iteration 8Q: 3 clusters Score -3997666 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -3998068.750000 Penalty: 5102.172852
	Iteration 9Q: 3 clusters Score -3998069 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -3998342.500000 Penalty: 5102.172852
	Iteration 10Q: 3 clusters Score -3998342 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3998544.750000 Penalty: 5102.172852
	Iteration 11Q: 3 clusters Score -3998545 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3998709.750000 Penalty: 5102.172852
	Iteration 12Q: 3 clusters Score -3998710 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -3998851.250000 Penalty: 5102.172852
	Iteration 13Q: 3 clusters Score -3998851 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -3998953.500000 Penalty: 5102.172852
	Iteration 14Q: 3 clusters Score -3998954 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3999024.000000 Penalty: 5102.172852
	Iteration 15Q: 3 clusters Score -3999024 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3999103.000000 Penalty: 5102.172852
	Iteration 16Q: 3 clusters Score -3999103 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3999140.500000 Penalty: 5102.172852
	Iteration 17Q: 3 clusters Score -3999140 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3999170.750000 Penalty: 5102.172852
	Iteration 18Q: 3 clusters Score -3999171 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -3999206.250000 Penalty: 5102.172852
	Iteration 19Q: 3 clusters Score -3999206 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -3999242.500000 Penalty: 5102.172852
	Iteration 20F: 3 clusters Score -3999242 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3999270.750000 Penalty: 5102.172852
	Iteration 21Q: 3 clusters Score -3999271 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3999285.000000 Penalty: 5102.172852
	Iteration 22Q: 3 clusters Score -3999285 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -3999303.250000 Penalty: 5102.172852
	Iteration 23Q: 3 clusters Score -3999303 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -3999329.250000 Penalty: 5102.172852
	Iteration 24Q: 3 clusters Score -3999329 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -3999360.500000 Penalty: 5102.172852
	Iteration 25Q: 3 clusters Score -3999360 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -3999378.000000 Penalty: 5102.172852
	Iteration 26Q: 3 clusters Score -3999378 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -3999408.750000 Penalty: 5102.172852
	Iteration 27Q: 3 clusters Score -3999409 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -3999430.750000 Penalty: 5102.172852
	Iteration 28Q: 3 clusters Score -3999431 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -3999442.750000 Penalty: 5102.172852
	Iteration 29Q: 3 clusters Score -3999443 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3999456.500000 Penalty: 5102.172852
	Iteration 30Q: 3 clusters Score -3999456 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -3999473.500000 Penalty: 5102.172852
	Iteration 31Q: 3 clusters Score -3999474 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -3999490.750000 Penalty: 5102.172852
	Iteration 32Q: 3 clusters Score -3999491 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -3999527.250000 Penalty: 5102.172852
	Iteration 33Q: 3 clusters Score -3999527 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -3999522.500000 Penalty: 5102.172852
	Iteration 34Q: 3 clusters Score -3999522 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3999555.750000 Penalty: 5102.172852
	Iteration 35Q: 3 clusters Score -3999556 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3999579.250000 Penalty: 5102.172852
	Iteration 36Q: 3 clusters Score -3999579 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3999593.250000 Penalty: 5102.172852
	Iteration 37Q: 3 clusters Score -3999593 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3999648.250000 Penalty: 5102.172852
	Iteration 38Q: 3 clusters Score -3999648 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -3999668.500000 Penalty: 5102.172852
	Iteration 39Q: 3 clusters Score -3999668 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -3999699.250000 Penalty: 5102.172852
	Iteration 40F: 3 clusters Score -3999699 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3999715.500000 Penalty: 5102.172852
	Iteration 41Q: 3 clusters Score -3999716 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3999799.000000 Penalty: 5102.172852
	Iteration 42Q: 3 clusters Score -3999799 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3999846.500000 Penalty: 5102.172852
	Iteration 43Q: 3 clusters Score -3999846 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3999904.000000 Penalty: 5102.172852
	Iteration 44Q: 3 clusters Score -3999904 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -3999969.500000 Penalty: 5102.172852
	Iteration 45Q: 3 clusters Score -3999970 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -4000031.000000 Penalty: 5102.172852
	Iteration 46Q: 3 clusters Score -4000031 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -4000137.250000 Penalty: 5102.172852
	Iteration 47Q: 3 clusters Score -4000137 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -4000232.750000 Penalty: 5102.172852
	Iteration 48Q: 3 clusters Score -4000233 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -4000351.500000 Penalty: 5102.172852
	Iteration 49Q: 3 clusters Score -4000352 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -4000531.500000 Penalty: 5102.172852
	Iteration 50Q: 3 clusters Score -4000532 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -4000733.250000 Penalty: 5102.172852
	Iteration 51Q: 3 clusters Score -4000733 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -4000947.750000 Penalty: 5102.172852
	Iteration 52Q: 3 clusters Score -4000948 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -4001220.500000 Penalty: 5102.172852
	Iteration 53Q: 3 clusters Score -4001220 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23295 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -4001517.000000 Penalty: 5102.172852
	Iteration 54Q: 3 clusters Score -4001517 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -4001888.000000 Penalty: 5102.172852
	Iteration 55Q: 3 clusters Score -4001888 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -4002289.500000 Penalty: 5102.172852
	Iteration 56Q: 3 clusters Score -4002290 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -4002729.250000 Penalty: 5102.172852
	Iteration 57Q: 3 clusters Score -4002729 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -4003109.000000 Penalty: 5102.172852
	Iteration 58Q: 3 clusters Score -4003109 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -4003367.250000 Penalty: 5102.172852
	Iteration 59Q: 3 clusters Score -4003367 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4003517.000000 Penalty: 5102.172852
	Iteration 60F: 3 clusters Score -4003517 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -4003608.750000 Penalty: 5102.172852
	Iteration 61Q: 3 clusters Score -4003609 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -4003669.500000 Penalty: 5102.172852
	Iteration 62Q: 3 clusters Score -4003670 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4003695.750000 Penalty: 5102.172852
	Iteration 63Q: 3 clusters Score -4003696 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -4003726.000000 Penalty: 5102.172852
	Iteration 64Q: 3 clusters Score -4003726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -4003737.750000 Penalty: 5102.172852
	Iteration 65Q: 3 clusters Score -4003738 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -4003747.250000 Penalty: 5102.172852
	Iteration 66Q: 3 clusters Score -4003747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4003760.250000 Penalty: 5102.172852
	Iteration 67Q: 3 clusters Score -4003760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -4003764.000000 Penalty: 5102.172852
	Iteration 68Q: 3 clusters Score -4003764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -4003765.250000 Penalty: 5102.172852
	Iteration 69Q: 3 clusters Score -4003765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4003775.500000 Penalty: 5102.172852
	Iteration 70Q: 3 clusters Score -4003776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4003778.750000 Penalty: 5102.172852
	Iteration 71Q: 3 clusters Score -4003779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4003777.500000 Penalty: 5102.172852
	Iteration 72Q: 3 clusters Score -4003778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4003787.250000 Penalty: 5102.172852
	Iteration 73Q: 3 clusters Score -4003787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -4003787.500000 Penalty: 5102.172852
	Iteration 74Q: 3 clusters Score -4003788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4003792.500000 Penalty: 5102.172852
	Iteration 75Q: 3 clusters Score -4003792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -4003791.750000 Penalty: 5102.172852
	Iteration 76Q: 3 clusters Score -4003792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4003794.750000 Penalty: 5102.172852
	Iteration 77Q: 3 clusters Score -4003795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4003794.750000 Penalty: 5102.172852
	Iteration 78F: 3 clusters Score -4003795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (266935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266935 members 
Entering Unmasked Estep 
Score: -37298060.000000 Penalty: 3098.700684
	Iteration 0F: 2 clusters Score -3.729806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133343 members 
Mstep: Class 2 contains 133592 members 
Entering Unmasked Estep 
Score: -37139664.000000 Penalty: 6197.401367
	Iteration 0F: 3 clusters Score -3.713966e+07 nChanged 128952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130657 members 
Mstep: Class 2 contains 136278 members 
Entering Unmasked Estep 
Score: -37215812.000000 Penalty: 6197.401367
	Iteration 1F: 3 clusters Score -3.721581e+07 nChanged 6440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129425 members 
Mstep: Class 2 contains 137510 members 
Entering Unmasked Estep 
Score: -37217156.000000 Penalty: 6197.401367
	Iteration 2Q: 3 clusters Score -3.721716e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127554 members 
Mstep: Class 2 contains 139381 members 
Entering Unmasked Estep 
Score: -37218440.000000 Penalty: 6197.401367
	Iteration 3Q: 3 clusters Score -3.721844e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124729 members 
Mstep: Class 2 contains 142206 members 
Entering Unmasked Estep 
Score: -37220084.000000 Penalty: 6197.401367
	Iteration 4Q: 3 clusters Score -3.722008e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120464 members 
Mstep: Class 2 contains 146471 members 
Entering Unmasked Estep 
Score: -37222952.000000 Penalty: 6197.401367
	Iteration 5Q: 3 clusters Score -3.722295e+07 nChanged 10882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114182 members 
Mstep: Class 2 contains 152753 members 
Entering Unmasked Estep 
Score: -37226952.000000 Penalty: 6197.401367
	Iteration 6Q: 3 clusters Score -3.722695e+07 nChanged 12869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105443 members 
Mstep: Class 2 contains 161492 members 
Entering Unmasked Estep 
Score: -37233740.000000 Penalty: 6197.401367
	Iteration 7Q: 3 clusters Score -3.723374e+07 nChanged 15144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94171 members 
Mstep: Class 2 contains 172764 members 
Entering Unmasked Estep 
Score: -37243192.000000 Penalty: 6197.401367
	Iteration 8F: 3 clusters Score -3.724319e+07 nChanged 16525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81934 members 
Mstep: Class 2 contains 185001 members 
Entering Unmasked Estep 
Score: -37255820.000000 Penalty: 6197.401367
	Iteration 9F: 3 clusters Score -3.725582e+07 nChanged 15833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71475 members 
Mstep: Class 2 contains 195460 members 
Entering Unmasked Estep 
Score: -37268324.000000 Penalty: 6197.401367
	Iteration 10F: 3 clusters Score -3.726832e+07 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64174 members 
Mstep: Class 2 contains 202761 members 
Entering Unmasked Estep 
Score: -37276528.000000 Penalty: 6197.401367
	Iteration 11Q: 3 clusters Score -3.727653e+07 nChanged 9392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59046 members 
Mstep: Class 2 contains 207889 members 
Entering Unmasked Estep 
Score: -37280948.000000 Penalty: 6197.401367
	Iteration 12Q: 3 clusters Score -3.728095e+07 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 212336 members 
Entering Unmasked Estep 
Score: -37282844.000000 Penalty: 6197.401367
	Iteration 13Q: 3 clusters Score -3.728284e+07 nChanged 4524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 216458 members 
Entering Unmasked Estep 
Score: -37284524.000000 Penalty: 6197.401367
	Iteration 14Q: 3 clusters Score -3.728452e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 220389 members 
Entering Unmasked Estep 
Score: -37286160.000000 Penalty: 6197.401367
	Iteration 15Q: 3 clusters Score -3.728616e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 224264 members 
Entering Unmasked Estep 
Score: -37287484.000000 Penalty: 6197.401367
	Iteration 16Q: 3 clusters Score -3.728748e+07 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 228089 members 
Entering Unmasked Estep 
Score: -37289236.000000 Penalty: 6197.401367
	Iteration 17Q: 3 clusters Score -3.728924e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 231722 members 
Entering Unmasked Estep 
Score: -37290588.000000 Penalty: 6197.401367
	Iteration 18Q: 3 clusters Score -3.729059e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 235203 members 
Entering Unmasked Estep 
Score: -37291744.000000 Penalty: 6197.401367
	Iteration 19Q: 3 clusters Score -3.729174e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 238359 members 
Entering Unmasked Estep 
Score: -37293384.000000 Penalty: 6197.401367
	Iteration 20F: 3 clusters Score -3.729338e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 241421 members 
Entering Unmasked Estep 
Score: -37294564.000000 Penalty: 6197.401367
	Iteration 21Q: 3 clusters Score -3.729456e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 244579 members 
Entering Unmasked Estep 
Score: -37295340.000000 Penalty: 6197.401367
	Iteration 22Q: 3 clusters Score -3.729534e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 247644 members 
Entering Unmasked Estep 
Score: -37296016.000000 Penalty: 6197.401367
	Iteration 23Q: 3 clusters Score -3.729602e+07 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 250479 members 
Entering Unmasked Estep 
Score: -37296572.000000 Penalty: 6197.401367
	Iteration 24Q: 3 clusters Score -3.729657e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 252993 members 
Entering Unmasked Estep 
Score: -37296796.000000 Penalty: 6197.401367
	Iteration 25Q: 3 clusters Score -3.72968e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 255220 members 
Entering Unmasked Estep 
Score: -37297112.000000 Penalty: 6197.401367
	Iteration 26Q: 3 clusters Score -3.729711e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 257130 members 
Entering Unmasked Estep 
Score: -37297200.000000 Penalty: 6197.401367
	Iteration 27Q: 3 clusters Score -3.72972e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 258721 members 
Entering Unmasked Estep 
Score: -37297904.000000 Penalty: 6197.401367
	Iteration 28Q: 3 clusters Score -3.72979e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 260031 members 
Entering Unmasked Estep 
Score: -37298116.000000 Penalty: 6197.401367
	Iteration 29Q: 3 clusters Score -3.729812e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 261029 members 
Entering Unmasked Estep 
Score: -37298512.000000 Penalty: 6197.401367
	Iteration 30Q: 3 clusters Score -3.729851e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 261802 members 
Entering Unmasked Estep 
Score: -37298524.000000 Penalty: 6197.401367
	Iteration 31Q: 3 clusters Score -3.729852e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 262375 members 
Entering Unmasked Estep 
Score: -37298652.000000 Penalty: 6197.401367
	Iteration 32Q: 3 clusters Score -3.729865e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 262809 members 
Entering Unmasked Estep 
Score: -37298560.000000 Penalty: 6197.401367
	Iteration 33Q: 3 clusters Score -3.729856e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 263087 members 
Entering Unmasked Estep 
Score: -37298620.000000 Penalty: 6197.401367
	Iteration 34Q: 3 clusters Score -3.729862e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 263322 members 
Entering Unmasked Estep 
Score: -37298540.000000 Penalty: 6197.401367
	Iteration 35Q: 3 clusters Score -3.729854e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 263490 members 
Entering Unmasked Estep 
Score: -37298604.000000 Penalty: 6197.401367
	Iteration 36Q: 3 clusters Score -3.72986e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 263633 members 
Entering Unmasked Estep 
Score: -37298604.000000 Penalty: 6197.401367
	Iteration 37Q: 3 clusters Score -3.72986e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 263741 members 
Entering Unmasked Estep 
Score: -37298524.000000 Penalty: 6197.401367
	Iteration 38Q: 3 clusters Score -3.729852e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 263842 members 
Entering Unmasked Estep 
Score: -37298568.000000 Penalty: 6197.401367
	Iteration 39Q: 3 clusters Score -3.729857e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 263933 members 
Entering Unmasked Estep 
Score: -37298556.000000 Penalty: 6197.401367
	Iteration 40F: 3 clusters Score -3.729856e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 264004 members 
Entering Unmasked Estep 
Score: -37298508.000000 Penalty: 6197.401367
	Iteration 41Q: 3 clusters Score -3.729851e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 264055 members 
Entering Unmasked Estep 
Score: -37298548.000000 Penalty: 6197.401367
	Iteration 42Q: 3 clusters Score -3.729855e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 264098 members 
Entering Unmasked Estep 
Score: -37298512.000000 Penalty: 6197.401367
	Iteration 43Q: 3 clusters Score -3.729851e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 264130 members 
Entering Unmasked Estep 
Score: -37298552.000000 Penalty: 6197.401367
	Iteration 44Q: 3 clusters Score -3.729855e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 264160 members 
Entering Unmasked Estep 
Score: -37298544.000000 Penalty: 6197.401367
	Iteration 45Q: 3 clusters Score -3.729854e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 264173 members 
Entering Unmasked Estep 
Score: -37298520.000000 Penalty: 6197.401367
	Iteration 46Q: 3 clusters Score -3.729852e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 264192 members 
Entering Unmasked Estep 
Score: -37298540.000000 Penalty: 6197.401367
	Iteration 47Q: 3 clusters Score -3.729854e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 264210 members 
Entering Unmasked Estep 
Score: -37298572.000000 Penalty: 6197.401367
	Iteration 48Q: 3 clusters Score -3.729857e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 264222 members 
Entering Unmasked Estep 
Score: -37298552.000000 Penalty: 6197.401367
	Iteration 49Q: 3 clusters Score -3.729855e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 264234 members 
Entering Unmasked Estep 
Score: -37298544.000000 Penalty: 6197.401367
	Iteration 50Q: 3 clusters Score -3.729854e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 264239 members 
Entering Unmasked Estep 
Score: -37298568.000000 Penalty: 6197.401367
	Iteration 51Q: 3 clusters Score -3.729857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 264245 members 
Entering Unmasked Estep 
Score: -37298560.000000 Penalty: 6197.401367
	Iteration 52Q: 3 clusters Score -3.729856e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 264249 members 
Entering Unmasked Estep 
Score: -37298568.000000 Penalty: 6197.401367
	Iteration 53Q: 3 clusters Score -3.729857e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 264252 members 
Entering Unmasked Estep 
Score: -37298568.000000 Penalty: 6197.401367
	Iteration 54Q: 3 clusters Score -3.729857e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 264258 members 
Entering Unmasked Estep 
Score: -37298560.000000 Penalty: 6197.401367
	Iteration 55Q: 3 clusters Score -3.729856e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 264260 members 
Entering Unmasked Estep 
Score: -37298572.000000 Penalty: 6197.401367
	Iteration 56Q: 3 clusters Score -3.729857e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 264262 members 
Entering Unmasked Estep 
Score: -37298564.000000 Penalty: 6197.401367
	Iteration 57Q: 3 clusters Score -3.729856e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 264269 members 
Entering Unmasked Estep 
Score: -37298536.000000 Penalty: 6197.401367
	Iteration 58Q: 3 clusters Score -3.729854e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 264280 members 
Entering Unmasked Estep 
Score: -37298568.000000 Penalty: 6197.401367
	Iteration 59Q: 3 clusters Score -3.729857e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 264288 members 
Entering Unmasked Estep 
Score: -37298560.000000 Penalty: 6197.401367
	Iteration 60F: 3 clusters Score -3.729856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 264296 members 
Entering Unmasked Estep 
Score: -37298524.000000 Penalty: 6197.401367
	Iteration 61Q: 3 clusters Score -3.729852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 264303 members 
Entering Unmasked Estep 
Score: -37298532.000000 Penalty: 6197.401367
	Iteration 62Q: 3 clusters Score -3.729853e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 264300 members 
Entering Unmasked Estep 
Score: -37298540.000000 Penalty: 6197.401367
	Iteration 63Q: 3 clusters Score -3.729854e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 264302 members 
Entering Unmasked Estep 
Score: -37298496.000000 Penalty: 6197.401367
	Iteration 64Q: 3 clusters Score -3.72985e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 264307 members 
Entering Unmasked Estep 
Score: -37298500.000000 Penalty: 6197.401367
	Iteration 65Q: 3 clusters Score -3.72985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 264316 members 
Entering Unmasked Estep 
Score: -37298480.000000 Penalty: 6197.401367
	Iteration 66Q: 3 clusters Score -3.729848e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 264323 members 
Entering Unmasked Estep 
Score: -37298504.000000 Penalty: 6197.401367
	Iteration 67Q: 3 clusters Score -3.72985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 264326 members 
Entering Unmasked Estep 
Score: -37298492.000000 Penalty: 6197.401367
	Iteration 68Q: 3 clusters Score -3.729849e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 264327 members 
Entering Unmasked Estep 
Score: -37298504.000000 Penalty: 6197.401367
	Iteration 69Q: 3 clusters Score -3.72985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 264329 members 
Entering Unmasked Estep 
Score: -37298476.000000 Penalty: 6197.401367
	Iteration 70Q: 3 clusters Score -3.729848e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 264329 members 
Entering Unmasked Estep 
Score: -37298468.000000 Penalty: 6197.401367
	Iteration 71Q: 3 clusters Score -3.729847e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 264328 members 
Entering Unmasked Estep 
Score: -37298472.000000 Penalty: 6197.401367
	Iteration 72Q: 3 clusters Score -3.729847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 264330 members 
Entering Unmasked Estep 
Score: -37298468.000000 Penalty: 6197.401367
	Iteration 73Q: 3 clusters Score -3.729847e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 264327 members 
Entering Unmasked Estep 
Score: -37298480.000000 Penalty: 6197.401367
	Iteration 74Q: 3 clusters Score -3.729848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 264325 members 
Entering Unmasked Estep 
Score: -37298500.000000 Penalty: 6197.401367
	Iteration 75Q: 3 clusters Score -3.72985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 264326 members 
Entering Unmasked Estep 
Score: -37298496.000000 Penalty: 6197.401367
	Iteration 76Q: 3 clusters Score -3.72985e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 264329 members 
Entering Unmasked Estep 
Score: -37298484.000000 Penalty: 6197.401367
	Iteration 77Q: 3 clusters Score -3.729848e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 264333 members 
Entering Unmasked Estep 
Score: -37298464.000000 Penalty: 6197.401367
	Iteration 78Q: 3 clusters Score -3.729846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 264339 members 
Entering Unmasked Estep 
Score: -37298448.000000 Penalty: 6197.401367
	Iteration 79Q: 3 clusters Score -3.729845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 264342 members 
Entering Unmasked Estep 
Score: -37298452.000000 Penalty: 6197.401367
	Iteration 80F: 3 clusters Score -3.729845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42525 members 
Mstep: Class 4 contains 40511 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27249 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 52237 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170281 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29338 members 
Mstep: Class 21 contains 2593 members 
Mstep: Class 22 contains 14087 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108460 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20348 members 
Mstep: Class 31 contains 264342 members 
Entering Unmasked Estep 
Score: -122247376.000000 Penalty: 105461.679688
Splitting cluster 21 changes total score from -122247640.000000 to -122247376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (14087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Entering Unmasked Estep 
Score: -1847909.750000 Penalty: 2369.145996
	Iteration 0F: 2 clusters Score -1847910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1837529.750000 Penalty: 4738.291992
	Iteration 0F: 3 clusters Score -1837530 nChanged 6060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1840733.750000 Penalty: 4738.291992
	Iteration 1F: 3 clusters Score -1840734 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1841130.625000 Penalty: 4738.291992
	Iteration 2F: 3 clusters Score -1841131 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1841473.875000 Penalty: 4738.291992
	Iteration 3F: 3 clusters Score -1841474 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1841779.375000 Penalty: 4738.291992
	Iteration 4Q: 3 clusters Score -1841779 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1842080.250000 Penalty: 4738.291992
	Iteration 5Q: 3 clusters Score -1842080 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1842422.625000 Penalty: 4738.291992
	Iteration 6Q: 3 clusters Score -1842423 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1842850.625000 Penalty: 4738.291992
	Iteration 7Q: 3 clusters Score -1842851 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1843368.750000 Penalty: 4738.291992
	Iteration 8F: 3 clusters Score -1843369 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1843985.125000 Penalty: 4738.291992
	Iteration 9F: 3 clusters Score -1843985 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1844614.625000 Penalty: 4738.291992
	Iteration 10Q: 3 clusters Score -1844615 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1845115.875000 Penalty: 4738.291992
	Iteration 11Q: 3 clusters Score -1845116 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1845421.000000 Penalty: 4738.291992
	Iteration 12Q: 3 clusters Score -1845421 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1845571.625000 Penalty: 4738.291992
	Iteration 13Q: 3 clusters Score -1845572 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1845686.750000 Penalty: 4738.291992
	Iteration 14Q: 3 clusters Score -1845687 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1845742.875000 Penalty: 4738.291992
	Iteration 15Q: 3 clusters Score -1845743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1845772.125000 Penalty: 4738.291992
	Iteration 16Q: 3 clusters Score -1845772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1845791.125000 Penalty: 4738.291992
	Iteration 17Q: 3 clusters Score -1845791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1845809.250000 Penalty: 4738.291992
	Iteration 18Q: 3 clusters Score -1845809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1845822.250000 Penalty: 4738.291992
	Iteration 19Q: 3 clusters Score -1845822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1845835.250000 Penalty: 4738.291992
	Iteration 20F: 3 clusters Score -1845835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1845851.375000 Penalty: 4738.291992
	Iteration 21Q: 3 clusters Score -1845851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1845861.500000 Penalty: 4738.291992
	Iteration 22Q: 3 clusters Score -1845862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1845862.375000 Penalty: 4738.291992
	Iteration 23Q: 3 clusters Score -1845862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1845863.625000 Penalty: 4738.291992
	Iteration 24Q: 3 clusters Score -1845864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1845863.000000 Penalty: 4738.291992
	Iteration 25Q: 3 clusters Score -1845863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1845865.625000 Penalty: 4738.291992
	Iteration 26Q: 3 clusters Score -1845866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1845865.625000 Penalty: 4738.291992
	Iteration 27F: 3 clusters Score -1845866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Entering Unmasked Estep 
Score: -29483.666016 Penalty: 1356.078857
	Iteration 0F: 2 clusters Score -29483.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -28286.466797 Penalty: 2712.157715
	Iteration 0F: 3 clusters Score -28286.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -28375.195312 Penalty: 2712.157715
	Iteration 1F: 3 clusters Score -28375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -28402.058594 Penalty: 2712.157715
	Iteration 2Q: 3 clusters Score -28402.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -28414.722656 Penalty: 2712.157715
	Iteration 3Q: 3 clusters Score -28414.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28421.181641 Penalty: 2712.157715
	Iteration 4Q: 3 clusters Score -28421.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28421.181641 Penalty: 2712.157715
	Iteration 5F: 3 clusters Score -28421.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (49082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Entering Unmasked Estep 
Score: -6605234.500000 Penalty: 2678.709473
	Iteration 0F: 2 clusters Score -6605234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -6572203.000000 Penalty: 5357.418945
	Iteration 0F: 3 clusters Score -6572203 nChanged 22648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -6585360.000000 Penalty: 5357.418945
	Iteration 1F: 3 clusters Score -6585360 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -6586587.000000 Penalty: 5357.418945
	Iteration 2F: 3 clusters Score -6586587 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -6588236.500000 Penalty: 5357.418945
	Iteration 3F: 3 clusters Score -6588236 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -6590064.000000 Penalty: 5357.418945
	Iteration 4F: 3 clusters Score -6590064 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -6591867.000000 Penalty: 5357.418945
	Iteration 5F: 3 clusters Score -6591867 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -6593272.500000 Penalty: 5357.418945
	Iteration 6F: 3 clusters Score -6593272 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -6594228.500000 Penalty: 5357.418945
	Iteration 7Q: 3 clusters Score -6594228 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -6594829.500000 Penalty: 5357.418945
	Iteration 8Q: 3 clusters Score -6594830 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -6595175.000000 Penalty: 5357.418945
	Iteration 9Q: 3 clusters Score -6595175 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31404 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -6595497.000000 Penalty: 5357.418945
	Iteration 10Q: 3 clusters Score -6595497 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -6595812.500000 Penalty: 5357.418945
	Iteration 11Q: 3 clusters Score -6595812 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -6596051.500000 Penalty: 5357.418945
	Iteration 12Q: 3 clusters Score -6596052 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -6596293.500000 Penalty: 5357.418945
	Iteration 13Q: 3 clusters Score -6596294 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -6596619.000000 Penalty: 5357.418945
	Iteration 14Q: 3 clusters Score -6596619 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -6596942.500000 Penalty: 5357.418945
	Iteration 15Q: 3 clusters Score -6596942 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -6597365.000000 Penalty: 5357.418945
	Iteration 16Q: 3 clusters Score -6597365 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -6597886.500000 Penalty: 5357.418945
	Iteration 17Q: 3 clusters Score -6597886 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -6598390.000000 Penalty: 5357.418945
	Iteration 18Q: 3 clusters Score -6598390 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -6598860.500000 Penalty: 5357.418945
	Iteration 19Q: 3 clusters Score -6598860 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -6599150.000000 Penalty: 5357.418945
	Iteration 20F: 3 clusters Score -6599150 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -6599413.000000 Penalty: 5357.418945
	Iteration 21Q: 3 clusters Score -6599413 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -6599628.500000 Penalty: 5357.418945
	Iteration 22Q: 3 clusters Score -6599628 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -6599814.500000 Penalty: 5357.418945
	Iteration 23Q: 3 clusters Score -6599814 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -6599965.500000 Penalty: 5357.418945
	Iteration 24Q: 3 clusters Score -6599966 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -6600173.000000 Penalty: 5357.418945
	Iteration 25Q: 3 clusters Score -6600173 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -6600329.500000 Penalty: 5357.418945
	Iteration 26Q: 3 clusters Score -6600330 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -6600521.000000 Penalty: 5357.418945
	Iteration 27Q: 3 clusters Score -6600521 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -6600659.000000 Penalty: 5357.418945
	Iteration 28Q: 3 clusters Score -6600659 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -6600835.000000 Penalty: 5357.418945
	Iteration 29Q: 3 clusters Score -6600835 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -6600954.000000 Penalty: 5357.418945
	Iteration 30Q: 3 clusters Score -6600954 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -6601072.000000 Penalty: 5357.418945
	Iteration 31Q: 3 clusters Score -6601072 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -6601194.000000 Penalty: 5357.418945
	Iteration 32Q: 3 clusters Score -6601194 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -6601269.500000 Penalty: 5357.418945
	Iteration 33Q: 3 clusters Score -6601270 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -6601399.000000 Penalty: 5357.418945
	Iteration 34Q: 3 clusters Score -6601399 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -6601480.000000 Penalty: 5357.418945
	Iteration 35Q: 3 clusters Score -6601480 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -6601547.500000 Penalty: 5357.418945
	Iteration 36Q: 3 clusters Score -6601548 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -6601595.000000 Penalty: 5357.418945
	Iteration 37Q: 3 clusters Score -6601595 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -6601646.000000 Penalty: 5357.418945
	Iteration 38Q: 3 clusters Score -6601646 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -6601678.000000 Penalty: 5357.418945
	Iteration 39Q: 3 clusters Score -6601678 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -6601734.000000 Penalty: 5357.418945
	Iteration 40F: 3 clusters Score -6601734 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40012 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -6601764.500000 Penalty: 5357.418945
	Iteration 41Q: 3 clusters Score -6601764 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -6601799.000000 Penalty: 5357.418945
	Iteration 42Q: 3 clusters Score -6601799 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -6601836.500000 Penalty: 5357.418945
	Iteration 43Q: 3 clusters Score -6601836 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -6601888.000000 Penalty: 5357.418945
	Iteration 44Q: 3 clusters Score -6601888 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -6601926.500000 Penalty: 5357.418945
	Iteration 45Q: 3 clusters Score -6601926 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -6601982.500000 Penalty: 5357.418945
	Iteration 46Q: 3 clusters Score -6601982 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -6602037.500000 Penalty: 5357.418945
	Iteration 47Q: 3 clusters Score -6602038 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -6602091.000000 Penalty: 5357.418945
	Iteration 48Q: 3 clusters Score -6602091 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -6602147.500000 Penalty: 5357.418945
	Iteration 49Q: 3 clusters Score -6602148 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -6602233.500000 Penalty: 5357.418945
	Iteration 50Q: 3 clusters Score -6602234 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -6602291.500000 Penalty: 5357.418945
	Iteration 51Q: 3 clusters Score -6602292 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -6602319.000000 Penalty: 5357.418945
	Iteration 52Q: 3 clusters Score -6602319 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -6602392.000000 Penalty: 5357.418945
	Iteration 53Q: 3 clusters Score -6602392 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -6602468.500000 Penalty: 5357.418945
	Iteration 54Q: 3 clusters Score -6602468 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -6602541.000000 Penalty: 5357.418945
	Iteration 55Q: 3 clusters Score -6602541 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -6602605.500000 Penalty: 5357.418945
	Iteration 56Q: 3 clusters Score -6602606 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -6602676.000000 Penalty: 5357.418945
	Iteration 57Q: 3 clusters Score -6602676 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -6602762.500000 Penalty: 5357.418945
	Iteration 58Q: 3 clusters Score -6602762 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -6602827.000000 Penalty: 5357.418945
	Iteration 59Q: 3 clusters Score -6602827 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -6602875.500000 Penalty: 5357.418945
	Iteration 60F: 3 clusters Score -6602876 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -6602922.500000 Penalty: 5357.418945
	Iteration 61Q: 3 clusters Score -6602922 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -6602958.500000 Penalty: 5357.418945
	Iteration 62Q: 3 clusters Score -6602958 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -6602993.000000 Penalty: 5357.418945
	Iteration 63Q: 3 clusters Score -6602993 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -6603011.500000 Penalty: 5357.418945
	Iteration 64Q: 3 clusters Score -6603012 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -6603058.500000 Penalty: 5357.418945
	Iteration 65Q: 3 clusters Score -6603058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -6603083.000000 Penalty: 5357.418945
	Iteration 66Q: 3 clusters Score -6603083 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -6603105.500000 Penalty: 5357.418945
	Iteration 67Q: 3 clusters Score -6603106 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -6603133.500000 Penalty: 5357.418945
	Iteration 68Q: 3 clusters Score -6603134 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -6603165.000000 Penalty: 5357.418945
	Iteration 69Q: 3 clusters Score -6603165 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6603181.500000 Penalty: 5357.418945
	Iteration 70Q: 3 clusters Score -6603182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6603203.500000 Penalty: 5357.418945
	Iteration 71Q: 3 clusters Score -6603204 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45737 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -6603247.000000 Penalty: 5357.418945
	Iteration 72Q: 3 clusters Score -6603247 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -6603249.500000 Penalty: 5357.418945
	Iteration 73Q: 3 clusters Score -6603250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45896 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -6603275.500000 Penalty: 5357.418945
	Iteration 74Q: 3 clusters Score -6603276 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6603288.500000 Penalty: 5357.418945
	Iteration 75Q: 3 clusters Score -6603288 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6603302.000000 Penalty: 5357.418945
	Iteration 76Q: 3 clusters Score -6603302 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -6603320.500000 Penalty: 5357.418945
	Iteration 77Q: 3 clusters Score -6603320 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -6603320.000000 Penalty: 5357.418945
	Iteration 78Q: 3 clusters Score -6603320 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -6603324.000000 Penalty: 5357.418945
	Iteration 79Q: 3 clusters Score -6603324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -6603336.000000 Penalty: 5357.418945
	Iteration 80F: 3 clusters Score -6603336 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -6603344.000000 Penalty: 5357.418945
	Iteration 81Q: 3 clusters Score -6603344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6603352.000000 Penalty: 5357.418945
	Iteration 82Q: 3 clusters Score -6603352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -6603366.500000 Penalty: 5357.418945
	Iteration 83Q: 3 clusters Score -6603366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -6603373.500000 Penalty: 5357.418945
	Iteration 84Q: 3 clusters Score -6603374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46388 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6603380.000000 Penalty: 5357.418945
	Iteration 85Q: 3 clusters Score -6603380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6603378.500000 Penalty: 5357.418945
	Iteration 86Q: 3 clusters Score -6603378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -6603391.000000 Penalty: 5357.418945
	Iteration 87Q: 3 clusters Score -6603391 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -6603382.000000 Penalty: 5357.418945
	Iteration 88Q: 3 clusters Score -6603382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6603395.500000 Penalty: 5357.418945
	Iteration 89Q: 3 clusters Score -6603396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6603392.000000 Penalty: 5357.418945
	Iteration 90Q: 3 clusters Score -6603392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -6603382.000000 Penalty: 5357.418945
	Iteration 91Q: 3 clusters Score -6603382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6603392.500000 Penalty: 5357.418945
	Iteration 92Q: 3 clusters Score -6603392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -6603393.500000 Penalty: 5357.418945
	Iteration 93Q: 3 clusters Score -6603394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6603401.500000 Penalty: 5357.418945
	Iteration 94Q: 3 clusters Score -6603402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -6603403.500000 Penalty: 5357.418945
	Iteration 95Q: 3 clusters Score -6603404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -6603401.000000 Penalty: 5357.418945
	Iteration 96Q: 3 clusters Score -6603401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6603404.500000 Penalty: 5357.418945
	Iteration 97Q: 3 clusters Score -6603404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -6603405.500000 Penalty: 5357.418945
	Iteration 98Q: 3 clusters Score -6603406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -6603404.500000 Penalty: 5357.418945
	Iteration 99Q: 3 clusters Score -6603404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -6603405.000000 Penalty: 5357.418945
	Iteration 100F: 3 clusters Score -6603405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46581 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6603402.500000 Penalty: 5357.418945
	Iteration 101Q: 3 clusters Score -6603402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -6603407.000000 Penalty: 5357.418945
	Iteration 102Q: 3 clusters Score -6603407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -6603411.000000 Penalty: 5357.418945
	Iteration 103Q: 3 clusters Score -6603411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6603409.500000 Penalty: 5357.418945
	Iteration 104Q: 3 clusters Score -6603410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46590 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6603409.500000 Penalty: 5357.418945
	Iteration 105F: 3 clusters Score -6603410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (108460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108460 members 
Entering Unmasked Estep 
Score: -15032842.000000 Penalty: 2875.345947
	Iteration 0F: 2 clusters Score -1.503284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 54228 members 
Entering Unmasked Estep 
Score: -14960009.000000 Penalty: 5750.691895
	Iteration 0F: 3 clusters Score -1.496001e+07 nChanged 51620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 54556 members 
Entering Unmasked Estep 
Score: -14989873.000000 Penalty: 5750.691895
	Iteration 1F: 3 clusters Score -1.498987e+07 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -14991030.000000 Penalty: 5750.691895
	Iteration 2Q: 3 clusters Score -1.499103e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53303 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -14992480.000000 Penalty: 5750.691895
	Iteration 3Q: 3 clusters Score -1.499248e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -14994102.000000 Penalty: 5750.691895
	Iteration 4Q: 3 clusters Score -1.49941e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53221 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -14996236.000000 Penalty: 5750.691895
	Iteration 5Q: 3 clusters Score -1.499624e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53658 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -14999214.000000 Penalty: 5750.691895
	Iteration 6F: 3 clusters Score -1.499921e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -15003550.000000 Penalty: 5750.691895
	Iteration 7F: 3 clusters Score -1.500355e+07 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55960 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -15008877.000000 Penalty: 5750.691895
	Iteration 8F: 3 clusters Score -1.500888e+07 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57535 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -15014253.000000 Penalty: 5750.691895
	Iteration 9F: 3 clusters Score -1.501425e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -15018207.000000 Penalty: 5750.691895
	Iteration 10F: 3 clusters Score -1.501821e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -15020398.000000 Penalty: 5750.691895
	Iteration 11Q: 3 clusters Score -1.50204e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61330 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -15021482.000000 Penalty: 5750.691895
	Iteration 12Q: 3 clusters Score -1.502148e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62367 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -15022451.000000 Penalty: 5750.691895
	Iteration 13Q: 3 clusters Score -1.502245e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63370 members 
Mstep: Class 2 contains 45090 members 
Entering Unmasked Estep 
Score: -15023068.000000 Penalty: 5750.691895
	Iteration 14Q: 3 clusters Score -1.502307e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64338 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -15023584.000000 Penalty: 5750.691895
	Iteration 15Q: 3 clusters Score -1.502358e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65235 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -15023905.000000 Penalty: 5750.691895
	Iteration 16Q: 3 clusters Score -1.50239e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66103 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -15024258.000000 Penalty: 5750.691895
	Iteration 17Q: 3 clusters Score -1.502426e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66957 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -15024580.000000 Penalty: 5750.691895
	Iteration 18Q: 3 clusters Score -1.502458e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -15024787.000000 Penalty: 5750.691895
	Iteration 19Q: 3 clusters Score -1.502479e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68555 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -15024860.000000 Penalty: 5750.691895
	Iteration 20F: 3 clusters Score -1.502486e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69297 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -15025002.000000 Penalty: 5750.691895
	Iteration 21Q: 3 clusters Score -1.5025e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -15025104.000000 Penalty: 5750.691895
	Iteration 22Q: 3 clusters Score -1.50251e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70649 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -15025174.000000 Penalty: 5750.691895
	Iteration 23Q: 3 clusters Score -1.502517e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -15025266.000000 Penalty: 5750.691895
	Iteration 24Q: 3 clusters Score -1.502527e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71816 members 
Mstep: Class 2 contains 36644 members 
Entering Unmasked Estep 
Score: -15025283.000000 Penalty: 5750.691895
	Iteration 25Q: 3 clusters Score -1.502528e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72385 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -15025315.000000 Penalty: 5750.691895
	Iteration 26Q: 3 clusters Score -1.502532e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72954 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -15025405.000000 Penalty: 5750.691895
	Iteration 27Q: 3 clusters Score -1.50254e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73486 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -15025548.000000 Penalty: 5750.691895
	Iteration 28Q: 3 clusters Score -1.502555e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74013 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -15025590.000000 Penalty: 5750.691895
	Iteration 29Q: 3 clusters Score -1.502559e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -15025651.000000 Penalty: 5750.691895
	Iteration 30Q: 3 clusters Score -1.502565e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75026 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -15025687.000000 Penalty: 5750.691895
	Iteration 31Q: 3 clusters Score -1.502569e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 32958 members 
Entering Unmasked Estep 
Score: -15025732.000000 Penalty: 5750.691895
	Iteration 32Q: 3 clusters Score -1.502573e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75977 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -15025790.000000 Penalty: 5750.691895
	Iteration 33Q: 3 clusters Score -1.502579e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76473 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -15025894.000000 Penalty: 5750.691895
	Iteration 34Q: 3 clusters Score -1.502589e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -15025894.000000 Penalty: 5750.691895
	Iteration 35Q: 3 clusters Score -1.502589e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77413 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -15025959.000000 Penalty: 5750.691895
	Iteration 36Q: 3 clusters Score -1.502596e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77881 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -15026007.000000 Penalty: 5750.691895
	Iteration 37Q: 3 clusters Score -1.502601e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78292 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -15026025.000000 Penalty: 5750.691895
	Iteration 38Q: 3 clusters Score -1.502602e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78666 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -15026100.000000 Penalty: 5750.691895
	Iteration 39Q: 3 clusters Score -1.50261e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79032 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -15026140.000000 Penalty: 5750.691895
	Iteration 40F: 3 clusters Score -1.502614e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -15026111.000000 Penalty: 5750.691895
	Iteration 41Q: 3 clusters Score -1.502611e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79697 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -15026134.000000 Penalty: 5750.691895
	Iteration 42Q: 3 clusters Score -1.502613e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80027 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -15026161.000000 Penalty: 5750.691895
	Iteration 43Q: 3 clusters Score -1.502616e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80347 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -15026244.000000 Penalty: 5750.691895
	Iteration 44Q: 3 clusters Score -1.502624e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -15026216.000000 Penalty: 5750.691895
	Iteration 45Q: 3 clusters Score -1.502622e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81002 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -15026235.000000 Penalty: 5750.691895
	Iteration 46Q: 3 clusters Score -1.502624e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81307 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -15026259.000000 Penalty: 5750.691895
	Iteration 47Q: 3 clusters Score -1.502626e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81635 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -15026308.000000 Penalty: 5750.691895
	Iteration 48Q: 3 clusters Score -1.502631e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81960 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -15026354.000000 Penalty: 5750.691895
	Iteration 49Q: 3 clusters Score -1.502635e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -15026386.000000 Penalty: 5750.691895
	Iteration 50Q: 3 clusters Score -1.502639e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82593 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -15026413.000000 Penalty: 5750.691895
	Iteration 51Q: 3 clusters Score -1.502641e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82909 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -15026442.000000 Penalty: 5750.691895
	Iteration 52Q: 3 clusters Score -1.502644e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83205 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -15026466.000000 Penalty: 5750.691895
	Iteration 53Q: 3 clusters Score -1.502647e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83480 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -15026494.000000 Penalty: 5750.691895
	Iteration 54Q: 3 clusters Score -1.502649e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83733 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -15026503.000000 Penalty: 5750.691895
	Iteration 55Q: 3 clusters Score -1.50265e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -15026509.000000 Penalty: 5750.691895
	Iteration 56Q: 3 clusters Score -1.502651e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -15026522.000000 Penalty: 5750.691895
	Iteration 57Q: 3 clusters Score -1.502652e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -15026537.000000 Penalty: 5750.691895
	Iteration 58Q: 3 clusters Score -1.502654e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84691 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -15026598.000000 Penalty: 5750.691895
	Iteration 59Q: 3 clusters Score -1.50266e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84871 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -15026608.000000 Penalty: 5750.691895
	Iteration 60F: 3 clusters Score -1.502661e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85041 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -15026621.000000 Penalty: 5750.691895
	Iteration 61Q: 3 clusters Score -1.502662e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -15026589.000000 Penalty: 5750.691895
	Iteration 62Q: 3 clusters Score -1.502659e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85366 members 
Mstep: Class 2 contains 23094 members 
Entering Unmasked Estep 
Score: -15026554.000000 Penalty: 5750.691895
	Iteration 63Q: 3 clusters Score -1.502655e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85487 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -15026555.000000 Penalty: 5750.691895
	Iteration 64Q: 3 clusters Score -1.502656e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85616 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -15026561.000000 Penalty: 5750.691895
	Iteration 65Q: 3 clusters Score -1.502656e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85729 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -15026575.000000 Penalty: 5750.691895
	Iteration 66Q: 3 clusters Score -1.502658e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85844 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -15026579.000000 Penalty: 5750.691895
	Iteration 67Q: 3 clusters Score -1.502658e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85959 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -15026608.000000 Penalty: 5750.691895
	Iteration 68Q: 3 clusters Score -1.502661e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -15026618.000000 Penalty: 5750.691895
	Iteration 69Q: 3 clusters Score -1.502662e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86197 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -15026606.000000 Penalty: 5750.691895
	Iteration 70Q: 3 clusters Score -1.502661e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 22137 members 
Entering Unmasked Estep 
Score: -15026590.000000 Penalty: 5750.691895
	Iteration 71Q: 3 clusters Score -1.502659e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86459 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -15026574.000000 Penalty: 5750.691895
	Iteration 72Q: 3 clusters Score -1.502657e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86605 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -15026578.000000 Penalty: 5750.691895
	Iteration 73Q: 3 clusters Score -1.502658e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86745 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -15026544.000000 Penalty: 5750.691895
	Iteration 74Q: 3 clusters Score -1.502654e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86894 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -15026556.000000 Penalty: 5750.691895
	Iteration 75Q: 3 clusters Score -1.502656e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87029 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -15026561.000000 Penalty: 5750.691895
	Iteration 76Q: 3 clusters Score -1.502656e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -15026535.000000 Penalty: 5750.691895
	Iteration 77Q: 3 clusters Score -1.502654e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -15026533.000000 Penalty: 5750.691895
	Iteration 78Q: 3 clusters Score -1.502653e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87365 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -15026518.000000 Penalty: 5750.691895
	Iteration 79Q: 3 clusters Score -1.502652e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87465 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -15026540.000000 Penalty: 5750.691895
	Iteration 80F: 3 clusters Score -1.502654e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87567 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -15026542.000000 Penalty: 5750.691895
	Iteration 81Q: 3 clusters Score -1.502654e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87668 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -15026533.000000 Penalty: 5750.691895
	Iteration 82Q: 3 clusters Score -1.502653e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87766 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -15026532.000000 Penalty: 5750.691895
	Iteration 83Q: 3 clusters Score -1.502653e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87876 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -15026581.000000 Penalty: 5750.691895
	Iteration 84Q: 3 clusters Score -1.502658e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -15026567.000000 Penalty: 5750.691895
	Iteration 85Q: 3 clusters Score -1.502657e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88128 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -15026558.000000 Penalty: 5750.691895
	Iteration 86Q: 3 clusters Score -1.502656e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88253 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -15026552.000000 Penalty: 5750.691895
	Iteration 87Q: 3 clusters Score -1.502655e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88392 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -15026555.000000 Penalty: 5750.691895
	Iteration 88Q: 3 clusters Score -1.502656e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88526 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -15026549.000000 Penalty: 5750.691895
	Iteration 89Q: 3 clusters Score -1.502655e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88664 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -15026547.000000 Penalty: 5750.691895
	Iteration 90Q: 3 clusters Score -1.502655e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88793 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -15026601.000000 Penalty: 5750.691895
	Iteration 91Q: 3 clusters Score -1.50266e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88923 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -15026634.000000 Penalty: 5750.691895
	Iteration 92Q: 3 clusters Score -1.502663e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89072 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -15026636.000000 Penalty: 5750.691895
	Iteration 93Q: 3 clusters Score -1.502664e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89218 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -15026683.000000 Penalty: 5750.691895
	Iteration 94Q: 3 clusters Score -1.502668e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89356 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -15026680.000000 Penalty: 5750.691895
	Iteration 95Q: 3 clusters Score -1.502668e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89484 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -15026707.000000 Penalty: 5750.691895
	Iteration 96Q: 3 clusters Score -1.502671e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89603 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -15026714.000000 Penalty: 5750.691895
	Iteration 97Q: 3 clusters Score -1.502671e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89720 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -15026718.000000 Penalty: 5750.691895
	Iteration 98Q: 3 clusters Score -1.502672e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89847 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -15026719.000000 Penalty: 5750.691895
	Iteration 99Q: 3 clusters Score -1.502672e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89977 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -15026751.000000 Penalty: 5750.691895
	Iteration 100F: 3 clusters Score -1.502675e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90114 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -15026736.000000 Penalty: 5750.691895
	Iteration 101Q: 3 clusters Score -1.502674e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90243 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -15026749.000000 Penalty: 5750.691895
	Iteration 102Q: 3 clusters Score -1.502675e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -15026758.000000 Penalty: 5750.691895
	Iteration 103Q: 3 clusters Score -1.502676e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90463 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -15026780.000000 Penalty: 5750.691895
	Iteration 104Q: 3 clusters Score -1.502678e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -15026803.000000 Penalty: 5750.691895
	Iteration 105Q: 3 clusters Score -1.50268e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90682 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -15026800.000000 Penalty: 5750.691895
	Iteration 106Q: 3 clusters Score -1.50268e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90812 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -15026808.000000 Penalty: 5750.691895
	Iteration 107Q: 3 clusters Score -1.502681e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90955 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -15026821.000000 Penalty: 5750.691895
	Iteration 108Q: 3 clusters Score -1.502682e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91106 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -15026823.000000 Penalty: 5750.691895
	Iteration 109Q: 3 clusters Score -1.502682e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91263 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -15026840.000000 Penalty: 5750.691895
	Iteration 110Q: 3 clusters Score -1.502684e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91416 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -15026827.000000 Penalty: 5750.691895
	Iteration 111Q: 3 clusters Score -1.502683e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91592 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -15026843.000000 Penalty: 5750.691895
	Iteration 112Q: 3 clusters Score -1.502684e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91775 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -15026862.000000 Penalty: 5750.691895
	Iteration 113Q: 3 clusters Score -1.502686e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91995 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -15026873.000000 Penalty: 5750.691895
	Iteration 114Q: 3 clusters Score -1.502687e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92206 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -15026905.000000 Penalty: 5750.691895
	Iteration 115Q: 3 clusters Score -1.50269e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -15026945.000000 Penalty: 5750.691895
	Iteration 116Q: 3 clusters Score -1.502694e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92663 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -15026968.000000 Penalty: 5750.691895
	Iteration 117Q: 3 clusters Score -1.502697e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92938 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -15027012.000000 Penalty: 5750.691895
	Iteration 118Q: 3 clusters Score -1.502701e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93242 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -15027058.000000 Penalty: 5750.691895
	Iteration 119Q: 3 clusters Score -1.502706e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93550 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -15027148.000000 Penalty: 5750.691895
	Iteration 120F: 3 clusters Score -1.502715e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93867 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -15027183.000000 Penalty: 5750.691895
	Iteration 121Q: 3 clusters Score -1.502718e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94204 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -15027198.000000 Penalty: 5750.691895
	Iteration 122Q: 3 clusters Score -1.50272e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94563 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -15027244.000000 Penalty: 5750.691895
	Iteration 123Q: 3 clusters Score -1.502724e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94940 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -15027322.000000 Penalty: 5750.691895
	Iteration 124Q: 3 clusters Score -1.502732e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95352 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -15027392.000000 Penalty: 5750.691895
	Iteration 125Q: 3 clusters Score -1.502739e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95780 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -15027485.000000 Penalty: 5750.691895
	Iteration 126Q: 3 clusters Score -1.502748e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -15027628.000000 Penalty: 5750.691895
	Iteration 127Q: 3 clusters Score -1.502763e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96710 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -15027767.000000 Penalty: 5750.691895
	Iteration 128Q: 3 clusters Score -1.502777e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97216 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -15027990.000000 Penalty: 5750.691895
	Iteration 129Q: 3 clusters Score -1.502799e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97767 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -15028183.000000 Penalty: 5750.691895
	Iteration 130Q: 3 clusters Score -1.502818e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98327 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -15028633.000000 Penalty: 5750.691895
	Iteration 131Q: 3 clusters Score -1.502863e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98873 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -15029088.000000 Penalty: 5750.691895
	Iteration 132Q: 3 clusters Score -1.502909e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99382 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -15029623.000000 Penalty: 5750.691895
	Iteration 133Q: 3 clusters Score -1.502962e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -15030182.000000 Penalty: 5750.691895
	Iteration 134Q: 3 clusters Score -1.503018e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100158 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -15030587.000000 Penalty: 5750.691895
	Iteration 135Q: 3 clusters Score -1.503059e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100402 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -15030864.000000 Penalty: 5750.691895
	Iteration 136Q: 3 clusters Score -1.503086e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100565 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -15030975.000000 Penalty: 5750.691895
	Iteration 137Q: 3 clusters Score -1.503098e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100668 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -15031077.000000 Penalty: 5750.691895
	Iteration 138Q: 3 clusters Score -1.503108e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -15031127.000000 Penalty: 5750.691895
	Iteration 139Q: 3 clusters Score -1.503113e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100780 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -15031132.000000 Penalty: 5750.691895
	Iteration 140F: 3 clusters Score -1.503113e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100809 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -15031150.000000 Penalty: 5750.691895
	Iteration 141Q: 3 clusters Score -1.503115e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100839 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -15031172.000000 Penalty: 5750.691895
	Iteration 142Q: 3 clusters Score -1.503117e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100861 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -15031167.000000 Penalty: 5750.691895
	Iteration 143Q: 3 clusters Score -1.503117e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100880 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -15031192.000000 Penalty: 5750.691895
	Iteration 144Q: 3 clusters Score -1.503119e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100896 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -15031200.000000 Penalty: 5750.691895
	Iteration 145Q: 3 clusters Score -1.50312e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100900 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -15031210.000000 Penalty: 5750.691895
	Iteration 146Q: 3 clusters Score -1.503121e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -15031203.000000 Penalty: 5750.691895
	Iteration 147Q: 3 clusters Score -1.50312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -15031198.000000 Penalty: 5750.691895
	Iteration 148Q: 3 clusters Score -1.50312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100938 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -15031197.000000 Penalty: 5750.691895
	Iteration 149Q: 3 clusters Score -1.50312e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100957 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -15031207.000000 Penalty: 5750.691895
	Iteration 150Q: 3 clusters Score -1.503121e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100977 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -15031186.000000 Penalty: 5750.691895
	Iteration 151Q: 3 clusters Score -1.503119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100992 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -15031175.000000 Penalty: 5750.691895
	Iteration 152Q: 3 clusters Score -1.503118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101003 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -15031193.000000 Penalty: 5750.691895
	Iteration 153Q: 3 clusters Score -1.503119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101016 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -15031189.000000 Penalty: 5750.691895
	Iteration 154Q: 3 clusters Score -1.503119e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101027 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -15031192.000000 Penalty: 5750.691895
	Iteration 155Q: 3 clusters Score -1.503119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101040 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -15031182.000000 Penalty: 5750.691895
	Iteration 156Q: 3 clusters Score -1.503118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101049 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -15031173.000000 Penalty: 5750.691895
	Iteration 157Q: 3 clusters Score -1.503117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101056 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -15031171.000000 Penalty: 5750.691895
	Iteration 158Q: 3 clusters Score -1.503117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101070 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -15031179.000000 Penalty: 5750.691895
	Iteration 159Q: 3 clusters Score -1.503118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101080 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -15031177.000000 Penalty: 5750.691895
	Iteration 160F: 3 clusters Score -1.503118e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101087 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -15031167.000000 Penalty: 5750.691895
	Iteration 161Q: 3 clusters Score -1.503117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101092 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -15031166.000000 Penalty: 5750.691895
	Iteration 162Q: 3 clusters Score -1.503117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101095 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -15031168.000000 Penalty: 5750.691895
	Iteration 163Q: 3 clusters Score -1.503117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101099 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -15031172.000000 Penalty: 5750.691895
	Iteration 164Q: 3 clusters Score -1.503117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101100 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -15031178.000000 Penalty: 5750.691895
	Iteration 165Q: 3 clusters Score -1.503118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101102 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -15031179.000000 Penalty: 5750.691895
	Iteration 166Q: 3 clusters Score -1.503118e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101105 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -15031169.000000 Penalty: 5750.691895
	Iteration 167Q: 3 clusters Score -1.503117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101106 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -15031171.000000 Penalty: 5750.691895
	Iteration 168Q: 3 clusters Score -1.503117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101106 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -15031171.000000 Penalty: 5750.691895
	Iteration 169F: 3 clusters Score -1.503117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -77966.648438 Penalty: 1581.849609
	Iteration 0F: 2 clusters Score -77966.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -76417.382812 Penalty: 3163.699219
	Iteration 0F: 3 clusters Score -76417.38 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -76713.875000 Penalty: 3163.699219
	Iteration 1F: 3 clusters Score -76713.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -76915.445312 Penalty: 3163.699219
	Iteration 2Q: 3 clusters Score -76915.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -77057.648438 Penalty: 3163.699219
	Iteration 3Q: 3 clusters Score -77057.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -77118.062500 Penalty: 3163.699219
	Iteration 4Q: 3 clusters Score -77118.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -77165.164062 Penalty: 3163.699219
	Iteration 5Q: 3 clusters Score -77165.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -77202.132812 Penalty: 3163.699219
	Iteration 6Q: 3 clusters Score -77202.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77255.062500 Penalty: 3163.699219
	Iteration 7Q: 3 clusters Score -77255.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -77282.953125 Penalty: 3163.699219
	Iteration 8Q: 3 clusters Score -77282.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -77311.289062 Penalty: 3163.699219
	Iteration 9Q: 3 clusters Score -77311.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -77324.335938 Penalty: 3163.699219
	Iteration 10Q: 3 clusters Score -77324.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -77332.757812 Penalty: 3163.699219
	Iteration 11Q: 3 clusters Score -77332.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -77341.742188 Penalty: 3163.699219
	Iteration 12Q: 3 clusters Score -77341.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -77352.390625 Penalty: 3163.699219
	Iteration 13Q: 3 clusters Score -77352.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -77361.460938 Penalty: 3163.699219
	Iteration 14Q: 3 clusters Score -77361.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -77369.054688 Penalty: 3163.699219
	Iteration 15Q: 3 clusters Score -77369.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77371.171875 Penalty: 3163.699219
	Iteration 16Q: 3 clusters Score -77371.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -77371.601562 Penalty: 3163.699219
	Iteration 17Q: 3 clusters Score -77371.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -77371.601562 Penalty: 3163.699219
	Iteration 18F: 3 clusters Score -77371.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (8630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Entering Unmasked Estep 
Score: -1168494.875000 Penalty: 2247.624023
	Iteration 0F: 2 clusters Score -1168495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1161729.375000 Penalty: 4495.248047
	Iteration 0F: 3 clusters Score -1161729 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1163616.000000 Penalty: 4495.248047
	Iteration 1F: 3 clusters Score -1163616 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1163914.625000 Penalty: 4495.248047
	Iteration 2F: 3 clusters Score -1163915 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1164122.750000 Penalty: 4495.248047
	Iteration 3F: 3 clusters Score -1164123 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1164312.625000 Penalty: 4495.248047
	Iteration 4Q: 3 clusters Score -1164313 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1164512.375000 Penalty: 4495.248047
	Iteration 5Q: 3 clusters Score -1164512 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1164701.625000 Penalty: 4495.248047
	Iteration 6Q: 3 clusters Score -1164702 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1164912.000000 Penalty: 4495.248047
	Iteration 7Q: 3 clusters Score -1164912 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1165148.375000 Penalty: 4495.248047
	Iteration 8Q: 3 clusters Score -1165148 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1165432.375000 Penalty: 4495.248047
	Iteration 9Q: 3 clusters Score -1165432 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1165707.125000 Penalty: 4495.248047
	Iteration 10Q: 3 clusters Score -1165707 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1165933.000000 Penalty: 4495.248047
	Iteration 11Q: 3 clusters Score -1165933 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1166126.750000 Penalty: 4495.248047
	Iteration 12Q: 3 clusters Score -1166127 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1166273.625000 Penalty: 4495.248047
	Iteration 13Q: 3 clusters Score -1166274 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1166388.500000 Penalty: 4495.248047
	Iteration 14Q: 3 clusters Score -1166388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1166453.375000 Penalty: 4495.248047
	Iteration 15Q: 3 clusters Score -1166453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1166484.875000 Penalty: 4495.248047
	Iteration 16Q: 3 clusters Score -1166485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1166515.375000 Penalty: 4495.248047
	Iteration 17Q: 3 clusters Score -1166515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1166540.750000 Penalty: 4495.248047
	Iteration 18Q: 3 clusters Score -1166541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1166561.250000 Penalty: 4495.248047
	Iteration 19Q: 3 clusters Score -1166561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1166576.875000 Penalty: 4495.248047
	Iteration 20F: 3 clusters Score -1166577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1166594.125000 Penalty: 4495.248047
	Iteration 21Q: 3 clusters Score -1166594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1166602.000000 Penalty: 4495.248047
	Iteration 22Q: 3 clusters Score -1166602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1166610.875000 Penalty: 4495.248047
	Iteration 23Q: 3 clusters Score -1166611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1166624.500000 Penalty: 4495.248047
	Iteration 24Q: 3 clusters Score -1166624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1166632.125000 Penalty: 4495.248047
	Iteration 25Q: 3 clusters Score -1166632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1166637.375000 Penalty: 4495.248047
	Iteration 26Q: 3 clusters Score -1166637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1166642.125000 Penalty: 4495.248047
	Iteration 27Q: 3 clusters Score -1166642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1166646.125000 Penalty: 4495.248047
	Iteration 28Q: 3 clusters Score -1166646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1166653.750000 Penalty: 4495.248047
	Iteration 29Q: 3 clusters Score -1166654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1166659.125000 Penalty: 4495.248047
	Iteration 30Q: 3 clusters Score -1166659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1166663.000000 Penalty: 4495.248047
	Iteration 31Q: 3 clusters Score -1166663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1166675.375000 Penalty: 4495.248047
	Iteration 32Q: 3 clusters Score -1166675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1166678.250000 Penalty: 4495.248047
	Iteration 33Q: 3 clusters Score -1166678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1166681.750000 Penalty: 4495.248047
	Iteration 34Q: 3 clusters Score -1166682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1166685.125000 Penalty: 4495.248047
	Iteration 35Q: 3 clusters Score -1166685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1166687.500000 Penalty: 4495.248047
	Iteration 36Q: 3 clusters Score -1166688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1166690.375000 Penalty: 4495.248047
	Iteration 37Q: 3 clusters Score -1166690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1166689.875000 Penalty: 4495.248047
	Iteration 38Q: 3 clusters Score -1166690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1166691.125000 Penalty: 4495.248047
	Iteration 39Q: 3 clusters Score -1166691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1166691.250000 Penalty: 4495.248047
	Iteration 40F: 3 clusters Score -1166691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (28293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Entering Unmasked Estep 
Score: -3823740.750000 Penalty: 2542.091797
	Iteration 0F: 2 clusters Score -3823741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -3804381.000000 Penalty: 5084.183594
	Iteration 0F: 3 clusters Score -3804381 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -3811183.250000 Penalty: 5084.183594
	Iteration 1F: 3 clusters Score -3811183 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -3811812.000000 Penalty: 5084.183594
	Iteration 2F: 3 clusters Score -3811812 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 16227 members 
Entering Unmasked Estep 
Score: -3812463.500000 Penalty: 5084.183594
	Iteration 3F: 3 clusters Score -3812464 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -3813244.500000 Penalty: 5084.183594
	Iteration 4F: 3 clusters Score -3813244 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3814190.750000 Penalty: 5084.183594
	Iteration 5F: 3 clusters Score -3814191 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3815308.250000 Penalty: 5084.183594
	Iteration 6F: 3 clusters Score -3815308 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3816401.000000 Penalty: 5084.183594
	Iteration 7F: 3 clusters Score -3816401 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -3817460.000000 Penalty: 5084.183594
	Iteration 8F: 3 clusters Score -3817460 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3818402.000000 Penalty: 5084.183594
	Iteration 9Q: 3 clusters Score -3818402 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -3819223.500000 Penalty: 5084.183594
	Iteration 10Q: 3 clusters Score -3819224 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3819872.000000 Penalty: 5084.183594
	Iteration 11Q: 3 clusters Score -3819872 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -3820389.500000 Penalty: 5084.183594
	Iteration 12Q: 3 clusters Score -3820390 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3820784.250000 Penalty: 5084.183594
	Iteration 13Q: 3 clusters Score -3820784 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -3821039.000000 Penalty: 5084.183594
	Iteration 14Q: 3 clusters Score -3821039 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -3821221.500000 Penalty: 5084.183594
	Iteration 15Q: 3 clusters Score -3821222 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -3821318.250000 Penalty: 5084.183594
	Iteration 16Q: 3 clusters Score -3821318 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3821381.500000 Penalty: 5084.183594
	Iteration 17Q: 3 clusters Score -3821382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -3821445.000000 Penalty: 5084.183594
	Iteration 18Q: 3 clusters Score -3821445 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -3821488.000000 Penalty: 5084.183594
	Iteration 19Q: 3 clusters Score -3821488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3821511.250000 Penalty: 5084.183594
	Iteration 20F: 3 clusters Score -3821511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3821539.000000 Penalty: 5084.183594
	Iteration 21Q: 3 clusters Score -3821539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -3821553.250000 Penalty: 5084.183594
	Iteration 22Q: 3 clusters Score -3821553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -3821570.250000 Penalty: 5084.183594
	Iteration 23Q: 3 clusters Score -3821570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -3821581.500000 Penalty: 5084.183594
	Iteration 24Q: 3 clusters Score -3821582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3821594.750000 Penalty: 5084.183594
	Iteration 25Q: 3 clusters Score -3821595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -3821603.500000 Penalty: 5084.183594
	Iteration 26Q: 3 clusters Score -3821604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3821606.750000 Penalty: 5084.183594
	Iteration 27Q: 3 clusters Score -3821607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -3821610.750000 Penalty: 5084.183594
	Iteration 28Q: 3 clusters Score -3821611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3821614.750000 Penalty: 5084.183594
	Iteration 29Q: 3 clusters Score -3821615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3821614.750000 Penalty: 5084.183594
	Iteration 30F: 3 clusters Score -3821615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -67792.031250 Penalty: 1544.670654
	Iteration 0F: 2 clusters Score -67792.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66277.117188 Penalty: 3089.341309
	Iteration 0F: 3 clusters Score -66277.12 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66433.648438 Penalty: 3089.341309
	Iteration 1F: 3 clusters Score -66433.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66492.234375 Penalty: 3089.341309
	Iteration 2Q: 3 clusters Score -66492.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66543.742188 Penalty: 3089.341309
	Iteration 3Q: 3 clusters Score -66543.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66565.484375 Penalty: 3089.341309
	Iteration 4Q: 3 clusters Score -66565.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66580.289062 Penalty: 3089.341309
	Iteration 5Q: 3 clusters Score -66580.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66586.546875 Penalty: 3089.341309
	Iteration 6Q: 3 clusters Score -66586.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66586.546875 Penalty: 3089.341309
	Iteration 7F: 3 clusters Score -66586.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (20348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Entering Unmasked Estep 
Score: -2828362.250000 Penalty: 2460.343018
	Iteration 0F: 2 clusters Score -2828362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -2814046.000000 Penalty: 4920.686035
	Iteration 0F: 3 clusters Score -2814046 nChanged 8970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2818829.750000 Penalty: 4920.686035
	Iteration 1F: 3 clusters Score -2818830 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -2819186.500000 Penalty: 4920.686035
	Iteration 2Q: 3 clusters Score -2819186 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2819505.750000 Penalty: 4920.686035
	Iteration 3Q: 3 clusters Score -2819506 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2819792.500000 Penalty: 4920.686035
	Iteration 4Q: 3 clusters Score -2819792 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2820086.750000 Penalty: 4920.686035
	Iteration 5Q: 3 clusters Score -2820087 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2820404.750000 Penalty: 4920.686035
	Iteration 6Q: 3 clusters Score -2820405 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -2820842.750000 Penalty: 4920.686035
	Iteration 7Q: 3 clusters Score -2820843 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2821352.250000 Penalty: 4920.686035
	Iteration 8Q: 3 clusters Score -2821352 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2821990.500000 Penalty: 4920.686035
	Iteration 9F: 3 clusters Score -2821990 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -2822715.500000 Penalty: 4920.686035
	Iteration 10F: 3 clusters Score -2822716 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -2823513.000000 Penalty: 4920.686035
	Iteration 11F: 3 clusters Score -2823513 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -2824192.000000 Penalty: 4920.686035
	Iteration 12Q: 3 clusters Score -2824192 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2824819.250000 Penalty: 4920.686035
	Iteration 13Q: 3 clusters Score -2824819 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2825219.000000 Penalty: 4920.686035
	Iteration 14Q: 3 clusters Score -2825219 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2825509.750000 Penalty: 4920.686035
	Iteration 15Q: 3 clusters Score -2825510 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2825661.500000 Penalty: 4920.686035
	Iteration 16Q: 3 clusters Score -2825662 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2825774.250000 Penalty: 4920.686035
	Iteration 17Q: 3 clusters Score -2825774 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2825862.750000 Penalty: 4920.686035
	Iteration 18Q: 3 clusters Score -2825863 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2825916.000000 Penalty: 4920.686035
	Iteration 19Q: 3 clusters Score -2825916 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2825960.500000 Penalty: 4920.686035
	Iteration 20F: 3 clusters Score -2825960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2825981.000000 Penalty: 4920.686035
	Iteration 21Q: 3 clusters Score -2825981 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2826010.500000 Penalty: 4920.686035
	Iteration 22Q: 3 clusters Score -2826010 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2826037.500000 Penalty: 4920.686035
	Iteration 23Q: 3 clusters Score -2826038 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2826072.250000 Penalty: 4920.686035
	Iteration 24Q: 3 clusters Score -2826072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2826100.500000 Penalty: 4920.686035
	Iteration 25Q: 3 clusters Score -2826100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2826117.250000 Penalty: 4920.686035
	Iteration 26Q: 3 clusters Score -2826117 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2826139.250000 Penalty: 4920.686035
	Iteration 27Q: 3 clusters Score -2826139 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2826150.250000 Penalty: 4920.686035
	Iteration 28Q: 3 clusters Score -2826150 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2826160.250000 Penalty: 4920.686035
	Iteration 29Q: 3 clusters Score -2826160 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2826176.500000 Penalty: 4920.686035
	Iteration 30Q: 3 clusters Score -2826176 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2826180.250000 Penalty: 4920.686035
	Iteration 31Q: 3 clusters Score -2826180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2826201.000000 Penalty: 4920.686035
	Iteration 32Q: 3 clusters Score -2826201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2826211.750000 Penalty: 4920.686035
	Iteration 33Q: 3 clusters Score -2826212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2826212.500000 Penalty: 4920.686035
	Iteration 34Q: 3 clusters Score -2826212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2826221.250000 Penalty: 4920.686035
	Iteration 35Q: 3 clusters Score -2826221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2826225.750000 Penalty: 4920.686035
	Iteration 36Q: 3 clusters Score -2826226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2826229.750000 Penalty: 4920.686035
	Iteration 37Q: 3 clusters Score -2826230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2826232.500000 Penalty: 4920.686035
	Iteration 38Q: 3 clusters Score -2826232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2826235.750000 Penalty: 4920.686035
	Iteration 39Q: 3 clusters Score -2826236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2826237.750000 Penalty: 4920.686035
	Iteration 40F: 3 clusters Score -2826238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2826237.250000 Penalty: 4920.686035
	Iteration 41Q: 3 clusters Score -2826237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2826237.250000 Penalty: 4920.686035
	Iteration 42F: 3 clusters Score -2826237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42525 members 
Mstep: Class 4 contains 40511 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27249 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16367 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 52237 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170281 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29338 members 
Mstep: Class 21 contains 266935 members 
Mstep: Class 22 contains 14087 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108460 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247632.000000 Penalty: 102059.687500
Iteration 479Q: 31 clusters Score -1.222476e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42565 members 
Mstep: Class 4 contains 40510 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27248 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16368 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 52205 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170287 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29338 members 
Mstep: Class 21 contains 266950 members 
Mstep: Class 22 contains 14085 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108435 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247672.000000 Penalty: 102059.687500
Iteration 480F: 31 clusters Score -1.222477e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42613 members 
Mstep: Class 4 contains 40509 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27246 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16369 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 52169 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170286 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29338 members 
Mstep: Class 21 contains 266968 members 
Mstep: Class 22 contains 14086 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108407 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247656.000000 Penalty: 102059.687500
Iteration 481Q: 31 clusters Score -1.222477e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42663 members 
Mstep: Class 4 contains 40509 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27246 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 52136 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170288 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29338 members 
Mstep: Class 21 contains 266971 members 
Mstep: Class 22 contains 14086 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108386 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247616.000000 Penalty: 102059.687500
Iteration 482Q: 31 clusters Score -1.222476e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42706 members 
Mstep: Class 4 contains 40508 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27245 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16372 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 52100 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170291 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29338 members 
Mstep: Class 21 contains 266974 members 
Mstep: Class 22 contains 14085 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108372 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247568.000000 Penalty: 102059.687500
Iteration 483Q: 31 clusters Score -1.222476e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42747 members 
Mstep: Class 4 contains 40508 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27243 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16372 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 52071 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170295 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29338 members 
Mstep: Class 21 contains 266972 members 
Mstep: Class 22 contains 14085 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108355 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247520.000000 Penalty: 102059.687500
Iteration 484Q: 31 clusters Score -1.222475e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42783 members 
Mstep: Class 4 contains 40508 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27241 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16372 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 52050 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170299 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29338 members 
Mstep: Class 21 contains 266971 members 
Mstep: Class 22 contains 14085 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108338 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247584.000000 Penalty: 102059.687500
Iteration 485Q: 31 clusters Score -1.222476e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42813 members 
Mstep: Class 4 contains 40508 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27241 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 52031 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170300 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 29338 members 
Mstep: Class 21 contains 266981 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108315 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8630 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247576.000000 Penalty: 102059.687500
Iteration 486Q: 31 clusters Score -1.222476e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42847 members 
Mstep: Class 4 contains 40510 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27241 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 52004 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170302 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 29338 members 
Mstep: Class 21 contains 266985 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108296 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8629 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247584.000000 Penalty: 102059.687500
Iteration 487Q: 31 clusters Score -1.222476e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42880 members 
Mstep: Class 4 contains 40510 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27241 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 51979 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170311 members 
Mstep: Class 19 contains 3423 members 
Mstep: Class 20 contains 29338 members 
Mstep: Class 21 contains 266992 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108271 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8627 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247552.000000 Penalty: 102059.687500
Iteration 488Q: 31 clusters Score -1.222476e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42911 members 
Mstep: Class 4 contains 40510 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27240 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 51958 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170313 members 
Mstep: Class 19 contains 3422 members 
Mstep: Class 20 contains 29337 members 
Mstep: Class 21 contains 267003 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108248 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8627 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247528.000000 Penalty: 102059.687500
Iteration 489Q: 31 clusters Score -1.222475e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42944 members 
Mstep: Class 4 contains 40510 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27240 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 51934 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170316 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 29336 members 
Mstep: Class 21 contains 267012 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108226 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8627 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247488.000000 Penalty: 102059.687500
Iteration 490Q: 31 clusters Score -1.222475e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 42972 members 
Mstep: Class 4 contains 40510 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27240 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 51903 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170319 members 
Mstep: Class 19 contains 3418 members 
Mstep: Class 20 contains 29336 members 
Mstep: Class 21 contains 267022 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49082 members 
Mstep: Class 25 contains 108216 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8627 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247544.000000 Penalty: 102059.687500
Iteration 491Q: 31 clusters Score -1.222475e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 43001 members 
Mstep: Class 4 contains 40509 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27239 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 51875 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170324 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 29336 members 
Mstep: Class 21 contains 267036 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49081 members 
Mstep: Class 25 contains 108199 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8628 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247552.000000 Penalty: 102059.687500
Iteration 492Q: 31 clusters Score -1.222476e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 43030 members 
Mstep: Class 4 contains 40509 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27239 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7538 members 
Mstep: Class 16 contains 51848 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170326 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 20 contains 29336 members 
Mstep: Class 21 contains 267045 members 
Mstep: Class 22 contains 14083 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49081 members 
Mstep: Class 25 contains 108188 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8628 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247608.000000 Penalty: 102059.687500
Iteration 493Q: 31 clusters Score -1.222476e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 43063 members 
Mstep: Class 4 contains 40508 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27239 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2935 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7539 members 
Mstep: Class 16 contains 51818 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170331 members 
Mstep: Class 19 contains 3410 members 
Mstep: Class 20 contains 29336 members 
Mstep: Class 21 contains 267060 members 
Mstep: Class 22 contains 14080 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49081 members 
Mstep: Class 25 contains 108170 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8628 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247600.000000 Penalty: 102059.687500
Iteration 494Q: 31 clusters Score -1.222476e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 43091 members 
Mstep: Class 4 contains 40506 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27237 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 51795 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170332 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 29336 members 
Mstep: Class 21 contains 267077 members 
Mstep: Class 22 contains 14082 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49081 members 
Mstep: Class 25 contains 108147 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8629 members 
Mstep: Class 28 contains 28293 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247480.000000 Penalty: 102059.687500
Iteration 495Q: 31 clusters Score -1.222475e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 43120 members 
Mstep: Class 4 contains 40505 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27234 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2933 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 51768 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170332 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 29336 members 
Mstep: Class 21 contains 267093 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49081 members 
Mstep: Class 25 contains 108128 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8629 members 
Mstep: Class 28 contains 28294 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247416.000000 Penalty: 102059.687500
Iteration 496Q: 31 clusters Score -1.222474e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 43150 members 
Mstep: Class 4 contains 40507 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27234 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2930 members 
Mstep: Class 10 contains 1236 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7540 members 
Mstep: Class 16 contains 51745 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170336 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 29336 members 
Mstep: Class 21 contains 267108 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49080 members 
Mstep: Class 25 contains 108101 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8629 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247400.000000 Penalty: 102059.687500
Iteration 497Q: 31 clusters Score -1.222474e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 43193 members 
Mstep: Class 4 contains 40505 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27235 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2927 members 
Mstep: Class 10 contains 1235 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 51710 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170340 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 29336 members 
Mstep: Class 21 contains 267124 members 
Mstep: Class 22 contains 14084 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49080 members 
Mstep: Class 25 contains 108076 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8629 members 
Mstep: Class 28 contains 28295 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247296.000000 Penalty: 102059.687500
Iteration 498Q: 31 clusters Score -1.222473e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 43225 members 
Mstep: Class 4 contains 40504 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27235 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2912 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 51687 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170344 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 29334 members 
Mstep: Class 21 contains 267138 members 
Mstep: Class 22 contains 14088 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49080 members 
Mstep: Class 25 contains 108063 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8629 members 
Mstep: Class 28 contains 28296 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247312.000000 Penalty: 102059.687500
Iteration 499Q: 31 clusters Score -1.222473e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 479 members 
Mstep: Class 3 contains 43250 members 
Mstep: Class 4 contains 40503 members 
Mstep: Class 5 contains 763 members 
Mstep: Class 6 contains 27236 members 
Mstep: Class 7 contains 4349 members 
Mstep: Class 8 contains 2976 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 1234 members 
Mstep: Class 11 contains 16371 members 
Mstep: Class 12 contains 460 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 6080 members 
Mstep: Class 15 contains 7541 members 
Mstep: Class 16 contains 51663 members 
Mstep: Class 17 contains 403 members 
Mstep: Class 18 contains 170347 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 29333 members 
Mstep: Class 21 contains 267150 members 
Mstep: Class 22 contains 14093 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 49080 members 
Mstep: Class 25 contains 108047 members 
Mstep: Class 26 contains 589 members 
Mstep: Class 27 contains 8629 members 
Mstep: Class 28 contains 28297 members 
Mstep: Class 29 contains 507 members 
Mstep: Class 30 contains 20392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -122247280.000000 Penalty: 102059.687500
Iteration 500F: 31 clusters Score -1.222473e+08 nChanged 81
Maximum iterations exceeded
--- Evaluating fit on full set of 2720463 points ---
Entering Unmasked Estep 
Score: -362012896.000000 Penalty: 110233.367188
25->31 Clusters: Score -362012896.000000, best is -362350336.000000

Main iterations: 0 (time per=infms)
Total iterations: 71147 (time per=497.250905ms)
Iterations metric 2: 4704278413312.000000 (time per=7.520369ns)
Iterations metric 3: 141129571893248.000000 (time per=250.676805ps)

That took 35377.910156 seconds.
